warning: commands will be executed using /bin/sh
job 890 at Wed Sep  4 10:50:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08242013_reo/gatsby140_08242013_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 2278154 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 759384 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 39890 members 
Mstep: Class 3 contains 39849 members 
Mstep: Class 4 contains 39857 members 
Mstep: Class 5 contains 39656 members 
Mstep: Class 6 contains 39951 members 
Mstep: Class 7 contains 39771 members 
Mstep: Class 8 contains 40090 members 
Mstep: Class 9 contains 39747 members 
Mstep: Class 10 contains 40063 members 
Mstep: Class 11 contains 40102 members 
Mstep: Class 12 contains 39685 members 
Mstep: Class 13 contains 39944 members 
Mstep: Class 14 contains 40217 members 
Mstep: Class 15 contains 40087 members 
Mstep: Class 16 contains 40084 members 
Mstep: Class 17 contains 40089 members 
Mstep: Class 18 contains 39952 members 
Mstep: Class 19 contains 39904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1780.567993 but Gain 2200.292969
Score: -83403592.000000 Penalty: 39605.269531
Iteration 0F: 19 clusters Score -8.340359e+07 nChanged 717667
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 59771 members 
Mstep: Class 3 contains 64914 members 
Mstep: Class 4 contains 19171 members 
Mstep: Class 5 contains 26764 members 
Mstep: Class 6 contains 28748 members 
Mstep: Class 7 contains 24552 members 
Mstep: Class 8 contains 28771 members 
Mstep: Class 9 contains 27121 members 
Mstep: Class 10 contains 22685 members 
Mstep: Class 11 contains 66933 members 
Mstep: Class 12 contains 72560 members 
Mstep: Class 13 contains 35238 members 
Mstep: Class 14 contains 90133 members 
Mstep: Class 15 contains 53331 members 
Mstep: Class 16 contains 22557 members 
Mstep: Class 18 contains 41118 members 
Mstep: Class 19 contains 51153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85070824.000000 Penalty: 39605.269531
Iteration 1F: 19 clusters Score -8.507082e+07 nChanged 256663
Entering Unmasked Mstep 
Mstep: Class 0 contains 396 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 69891 members 
Mstep: Class 3 contains 56482 members 
Mstep: Class 4 contains 15794 members 
Mstep: Class 5 contains 17633 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 23923 members 
Mstep: Class 9 contains 17053 members 
Mstep: Class 10 contains 14714 members 
Mstep: Class 11 contains 64049 members 
Mstep: Class 12 contains 86388 members 
Mstep: Class 13 contains 37942 members 
Mstep: Class 14 contains 128458 members 
Mstep: Class 15 contains 51226 members 
Mstep: Class 16 contains 16559 members 
Mstep: Class 18 contains 42150 members 
Mstep: Class 19 contains 54989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85382072.000000 Penalty: 39605.269531
Iteration 2F: 19 clusters Score -8.538207e+07 nChanged 178656
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 77840 members 
Mstep: Class 3 contains 48090 members 
Mstep: Class 4 contains 15698 members 
Mstep: Class 5 contains 12200 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 7 contains 13642 members 
Mstep: Class 8 contains 17381 members 
Mstep: Class 9 contains 13725 members 
Mstep: Class 10 contains 12563 members 
Mstep: Class 11 contains 62466 members 
Mstep: Class 12 contains 94190 members 
Mstep: Class 13 contains 34819 members 
Mstep: Class 14 contains 157978 members 
Mstep: Class 15 contains 54943 members 
Mstep: Class 16 contains 14923 members 
Mstep: Class 18 contains 36085 members 
Mstep: Class 19 contains 50133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85528232.000000 Penalty: 39605.269531
Iteration 3F: 19 clusters Score -8.552823e+07 nChanged 148875
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 87187 members 
Mstep: Class 3 contains 42615 members 
Mstep: Class 4 contains 17836 members 
Mstep: Class 5 contains 8485 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 10966 members 
Mstep: Class 8 contains 12514 members 
Mstep: Class 9 contains 14226 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 60691 members 
Mstep: Class 12 contains 103871 members 
Mstep: Class 13 contains 29789 members 
Mstep: Class 14 contains 164674 members 
Mstep: Class 15 contains 70258 members 
Mstep: Class 16 contains 13751 members 
Mstep: Class 18 contains 28394 members 
Mstep: Class 19 contains 43177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85641456.000000 Penalty: 39605.269531
Iteration 4F: 19 clusters Score -8.564146e+07 nChanged 134091
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 98615 members 
Mstep: Class 3 contains 37625 members 
Mstep: Class 4 contains 20469 members 
Mstep: Class 5 contains 5342 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 9377 members 
Mstep: Class 8 contains 9332 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 57774 members 
Mstep: Class 12 contains 114769 members 
Mstep: Class 13 contains 24024 members 
Mstep: Class 14 contains 150766 members 
Mstep: Class 15 contains 101774 members 
Mstep: Class 16 contains 12229 members 
Mstep: Class 18 contains 21454 members 
Mstep: Class 19 contains 34915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85760312.000000 Penalty: 39605.269531
Iteration 5F: 19 clusters Score -8.576031e+07 nChanged 119666
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 111311 members 
Mstep: Class 3 contains 31400 members 
Mstep: Class 4 contains 21886 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 8951 members 
Mstep: Class 8 contains 7035 members 
Mstep: Class 9 contains 15805 members 
Mstep: Class 10 contains 8970 members 
Mstep: Class 11 contains 54187 members 
Mstep: Class 12 contains 125077 members 
Mstep: Class 13 contains 18616 members 
Mstep: Class 14 contains 131040 members 
Mstep: Class 15 contains 138352 members 
Mstep: Class 16 contains 10792 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 26114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85848784.000000 Penalty: 39605.269531
Iteration 6F: 19 clusters Score -8.584878e+07 nChanged 100917
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 128533 members 
Mstep: Class 3 contains 25808 members 
Mstep: Class 4 contains 23144 members 
Mstep: Class 5 contains 2213 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 5316 members 
Mstep: Class 9 contains 15020 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 50726 members 
Mstep: Class 12 contains 133560 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 109934 members 
Mstep: Class 15 contains 164529 members 
Mstep: Class 16 contains 9780 members 
Mstep: Class 18 contains 11416 members 
Mstep: Class 19 contains 19058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85907824.000000 Penalty: 39605.269531
Iteration 7F: 19 clusters Score -8.590782e+07 nChanged 85197
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 146085 members 
Mstep: Class 3 contains 21005 members 
Mstep: Class 4 contains 24053 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 1531 members 
Mstep: Class 7 contains 9416 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 14136 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 46759 members 
Mstep: Class 12 contains 138813 members 
Mstep: Class 13 contains 11364 members 
Mstep: Class 14 contains 94783 members 
Mstep: Class 15 contains 180791 members 
Mstep: Class 16 contains 8901 members 
Mstep: Class 18 contains 8191 members 
Mstep: Class 19 contains 13448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85928920.000000 Penalty: 39605.269531
Iteration 8F: 19 clusters Score -8.592892e+07 nChanged 70994
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 159431 members 
Mstep: Class 3 contains 18096 members 
Mstep: Class 4 contains 25019 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 9698 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 13823 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 43413 members 
Mstep: Class 12 contains 143400 members 
Mstep: Class 13 contains 9712 members 
Mstep: Class 14 contains 85589 members 
Mstep: Class 15 contains 186835 members 
Mstep: Class 16 contains 7962 members 
Mstep: Class 18 contains 5992 members 
Mstep: Class 19 contains 9849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85942152.000000 Penalty: 39605.269531
Iteration 9F: 19 clusters Score -8.594215e+07 nChanged 54850
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 164241 members 
Mstep: Class 3 contains 16777 members 
Mstep: Class 4 contains 25636 members 
Mstep: Class 5 contains 2772 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 10005 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 13912 members 
Mstep: Class 10 contains 9710 members 
Mstep: Class 11 contains 40807 members 
Mstep: Class 12 contains 146208 members 
Mstep: Class 13 contains 8569 members 
Mstep: Class 14 contains 83837 members 
Mstep: Class 15 contains 189866 members 
Mstep: Class 16 contains 7164 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85953776.000000 Penalty: 39605.269531
Iteration 10F: 19 clusters Score -8.595378e+07 nChanged 42487
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 162387 members 
Mstep: Class 3 contains 16630 members 
Mstep: Class 4 contains 26313 members 
Mstep: Class 5 contains 3111 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 10703 members 
Mstep: Class 8 contains 3884 members 
Mstep: Class 9 contains 14363 members 
Mstep: Class 10 contains 10165 members 
Mstep: Class 11 contains 38323 members 
Mstep: Class 12 contains 147727 members 
Mstep: Class 13 contains 7922 members 
Mstep: Class 14 contains 87033 members 
Mstep: Class 15 contains 191514 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 6317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85968296.000000 Penalty: 39605.269531
Iteration 11F: 19 clusters Score -8.59683e+07 nChanged 34839
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 159307 members 
Mstep: Class 3 contains 17383 members 
Mstep: Class 4 contains 26925 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 944 members 
Mstep: Class 7 contains 11887 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 14997 members 
Mstep: Class 10 contains 10461 members 
Mstep: Class 11 contains 35890 members 
Mstep: Class 12 contains 147534 members 
Mstep: Class 13 contains 7597 members 
Mstep: Class 14 contains 91951 members 
Mstep: Class 15 contains 191387 members 
Mstep: Class 16 contains 5945 members 
Mstep: Class 18 contains 2936 members 
Mstep: Class 19 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85981224.000000 Penalty: 39605.269531
Iteration 12Q: 19 clusters Score -8.598122e+07 nChanged 30823
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 156519 members 
Mstep: Class 3 contains 18966 members 
Mstep: Class 4 contains 27513 members 
Mstep: Class 5 contains 3327 members 
Mstep: Class 6 contains 830 members 
Mstep: Class 7 contains 13365 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 15704 members 
Mstep: Class 10 contains 10650 members 
Mstep: Class 11 contains 33440 members 
Mstep: Class 12 contains 146584 members 
Mstep: Class 13 contains 7414 members 
Mstep: Class 14 contains 96740 members 
Mstep: Class 15 contains 189964 members 
Mstep: Class 16 contains 5560 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 5021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85992008.000000 Penalty: 39605.269531
Iteration 13Q: 19 clusters Score -8.599201e+07 nChanged 28150
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 154127 members 
Mstep: Class 3 contains 21260 members 
Mstep: Class 4 contains 28105 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 751 members 
Mstep: Class 7 contains 14908 members 
Mstep: Class 8 contains 4680 members 
Mstep: Class 9 contains 16367 members 
Mstep: Class 10 contains 10718 members 
Mstep: Class 11 contains 30994 members 
Mstep: Class 12 contains 145535 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 100479 members 
Mstep: Class 15 contains 187825 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 5012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86000584.000000 Penalty: 39605.269531
Iteration 14Q: 19 clusters Score -8.600058e+07 nChanged 25544
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 152067 members 
Mstep: Class 3 contains 24322 members 
Mstep: Class 4 contains 28606 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 16416 members 
Mstep: Class 8 contains 4934 members 
Mstep: Class 9 contains 17002 members 
Mstep: Class 10 contains 10668 members 
Mstep: Class 11 contains 28457 members 
Mstep: Class 12 contains 144641 members 
Mstep: Class 13 contains 7210 members 
Mstep: Class 14 contains 103235 members 
Mstep: Class 15 contains 185122 members 
Mstep: Class 16 contains 4980 members 
Mstep: Class 18 contains 2190 members 
Mstep: Class 19 contains 5308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86009216.000000 Penalty: 39605.269531
Iteration 15Q: 19 clusters Score -8.600922e+07 nChanged 22939
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 149722 members 
Mstep: Class 3 contains 28065 members 
Mstep: Class 4 contains 29001 members 
Mstep: Class 5 contains 3127 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 17838 members 
Mstep: Class 8 contains 5207 members 
Mstep: Class 9 contains 17655 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 25992 members 
Mstep: Class 12 contains 143555 members 
Mstep: Class 13 contains 7121 members 
Mstep: Class 14 contains 105803 members 
Mstep: Class 15 contains 182073 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 18 contains 2123 members 
Mstep: Class 19 contains 5844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86017888.000000 Penalty: 39605.269531
Iteration 16Q: 19 clusters Score -8.601789e+07 nChanged 21381
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 147246 members 
Mstep: Class 3 contains 32109 members 
Mstep: Class 4 contains 29348 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 19169 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 18325 members 
Mstep: Class 10 contains 10522 members 
Mstep: Class 11 contains 23787 members 
Mstep: Class 12 contains 142485 members 
Mstep: Class 13 contains 7033 members 
Mstep: Class 14 contains 107861 members 
Mstep: Class 15 contains 179062 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 18 contains 2078 members 
Mstep: Class 19 contains 6529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86026352.000000 Penalty: 39605.269531
Iteration 17Q: 19 clusters Score -8.602635e+07 nChanged 19879
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 144926 members 
Mstep: Class 3 contains 36053 members 
Mstep: Class 4 contains 29588 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 7 contains 20498 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 18907 members 
Mstep: Class 10 contains 10444 members 
Mstep: Class 11 contains 21989 members 
Mstep: Class 12 contains 141349 members 
Mstep: Class 13 contains 6927 members 
Mstep: Class 14 contains 109461 members 
Mstep: Class 15 contains 176306 members 
Mstep: Class 16 contains 4515 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86033608.000000 Penalty: 39605.269531
Iteration 18Q: 19 clusters Score -8.603361e+07 nChanged 17828
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 142486 members 
Mstep: Class 3 contains 39484 members 
Mstep: Class 4 contains 29781 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 710 members 
Mstep: Class 7 contains 21747 members 
Mstep: Class 8 contains 5762 members 
Mstep: Class 9 contains 19398 members 
Mstep: Class 10 contains 10339 members 
Mstep: Class 11 contains 20638 members 
Mstep: Class 12 contains 140276 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 14 contains 110802 members 
Mstep: Class 15 contains 174242 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 7904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86040488.000000 Penalty: 39605.269531
Iteration 19Q: 19 clusters Score -8.604049e+07 nChanged 15288
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 140204 members 
Mstep: Class 3 contains 42396 members 
Mstep: Class 4 contains 29854 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 22833 members 
Mstep: Class 8 contains 5905 members 
Mstep: Class 9 contains 19891 members 
Mstep: Class 10 contains 10195 members 
Mstep: Class 11 contains 19605 members 
Mstep: Class 12 contains 139181 members 
Mstep: Class 13 contains 6728 members 
Mstep: Class 14 contains 112079 members 
Mstep: Class 15 contains 172666 members 
Mstep: Class 16 contains 4280 members 
Mstep: Class 18 contains 2073 members 
Mstep: Class 19 contains 8407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86050424.000000 Penalty: 39605.269531
Iteration 20F: 19 clusters Score -8.605042e+07 nChanged 15941
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 137645 members 
Mstep: Class 3 contains 46580 members 
Mstep: Class 4 contains 29817 members 
Mstep: Class 5 contains 2993 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 23695 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 20370 members 
Mstep: Class 10 contains 10006 members 
Mstep: Class 11 contains 17893 members 
Mstep: Class 12 contains 138069 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 113241 members 
Mstep: Class 15 contains 170671 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 18 contains 2075 members 
Mstep: Class 19 contains 9544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86059760.000000 Penalty: 39605.269531
Iteration 21Q: 19 clusters Score -8.605976e+07 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 135259 members 
Mstep: Class 3 contains 50196 members 
Mstep: Class 4 contains 29742 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 630 members 
Mstep: Class 7 contains 24519 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 20844 members 
Mstep: Class 10 contains 9824 members 
Mstep: Class 11 contains 16762 members 
Mstep: Class 12 contains 136991 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 114138 members 
Mstep: Class 15 contains 169136 members 
Mstep: Class 16 contains 4082 members 
Mstep: Class 18 contains 2119 members 
Mstep: Class 19 contains 10389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86067536.000000 Penalty: 39605.269531
Iteration 22Q: 19 clusters Score -8.606754e+07 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 133068 members 
Mstep: Class 3 contains 53384 members 
Mstep: Class 4 contains 29599 members 
Mstep: Class 5 contains 2876 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 25217 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 21308 members 
Mstep: Class 10 contains 9623 members 
Mstep: Class 11 contains 15994 members 
Mstep: Class 12 contains 136037 members 
Mstep: Class 13 contains 6404 members 
Mstep: Class 14 contains 114656 members 
Mstep: Class 15 contains 168054 members 
Mstep: Class 16 contains 3959 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 11107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86073848.000000 Penalty: 39605.269531
Iteration 23Q: 19 clusters Score -8.607385e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 131007 members 
Mstep: Class 3 contains 56160 members 
Mstep: Class 4 contains 29446 members 
Mstep: Class 5 contains 2803 members 
Mstep: Class 6 contains 589 members 
Mstep: Class 7 contains 25856 members 
Mstep: Class 8 contains 6324 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 9453 members 
Mstep: Class 11 contains 15479 members 
Mstep: Class 12 contains 135046 members 
Mstep: Class 13 contains 6309 members 
Mstep: Class 14 contains 115048 members 
Mstep: Class 15 contains 167399 members 
Mstep: Class 16 contains 3839 members 
Mstep: Class 18 contains 2263 members 
Mstep: Class 19 contains 11665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86078440.000000 Penalty: 39605.269531
Iteration 24Q: 19 clusters Score -8.607844e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 129487 members 
Mstep: Class 3 contains 58636 members 
Mstep: Class 4 contains 29293 members 
Mstep: Class 5 contains 2745 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 26349 members 
Mstep: Class 8 contains 6405 members 
Mstep: Class 9 contains 22151 members 
Mstep: Class 10 contains 9281 members 
Mstep: Class 11 contains 15041 members 
Mstep: Class 12 contains 134260 members 
Mstep: Class 13 contains 6231 members 
Mstep: Class 14 contains 115164 members 
Mstep: Class 15 contains 166723 members 
Mstep: Class 16 contains 3738 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 12134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86082600.000000 Penalty: 39605.269531
Iteration 25Q: 19 clusters Score -8.60826e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 128279 members 
Mstep: Class 3 contains 60940 members 
Mstep: Class 4 contains 29115 members 
Mstep: Class 5 contains 2717 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 26721 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 22505 members 
Mstep: Class 10 contains 9125 members 
Mstep: Class 11 contains 14724 members 
Mstep: Class 12 contains 133440 members 
Mstep: Class 13 contains 6178 members 
Mstep: Class 14 contains 115139 members 
Mstep: Class 15 contains 166141 members 
Mstep: Class 16 contains 3638 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 12517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86085848.000000 Penalty: 39605.269531
Iteration 26Q: 19 clusters Score -8.608585e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 127234 members 
Mstep: Class 3 contains 63060 members 
Mstep: Class 4 contains 28960 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 26996 members 
Mstep: Class 8 contains 6544 members 
Mstep: Class 9 contains 22819 members 
Mstep: Class 10 contains 8986 members 
Mstep: Class 11 contains 14456 members 
Mstep: Class 12 contains 132644 members 
Mstep: Class 13 contains 6113 members 
Mstep: Class 14 contains 115096 members 
Mstep: Class 15 contains 165764 members 
Mstep: Class 16 contains 3540 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 12792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86088712.000000 Penalty: 39605.269531
Iteration 27Q: 19 clusters Score -8.608871e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 126409 members 
Mstep: Class 3 contains 64885 members 
Mstep: Class 4 contains 28820 members 
Mstep: Class 5 contains 2682 members 
Mstep: Class 6 contains 592 members 
Mstep: Class 7 contains 27228 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 23105 members 
Mstep: Class 10 contains 8842 members 
Mstep: Class 11 contains 14208 members 
Mstep: Class 12 contains 131825 members 
Mstep: Class 13 contains 6052 members 
Mstep: Class 14 contains 115041 members 
Mstep: Class 15 contains 165594 members 
Mstep: Class 16 contains 3466 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 12960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86091056.000000 Penalty: 39605.269531
Iteration 28Q: 19 clusters Score -8.609106e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 125716 members 
Mstep: Class 3 contains 66474 members 
Mstep: Class 4 contains 28726 members 
Mstep: Class 5 contains 2670 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27410 members 
Mstep: Class 8 contains 6695 members 
Mstep: Class 9 contains 23340 members 
Mstep: Class 10 contains 8691 members 
Mstep: Class 11 contains 13987 members 
Mstep: Class 12 contains 131077 members 
Mstep: Class 13 contains 5993 members 
Mstep: Class 14 contains 114962 members 
Mstep: Class 15 contains 165560 members 
Mstep: Class 16 contains 3400 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 13064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86093192.000000 Penalty: 39605.269531
Iteration 29Q: 19 clusters Score -8.609319e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 125205 members 
Mstep: Class 3 contains 67847 members 
Mstep: Class 4 contains 28596 members 
Mstep: Class 5 contains 2660 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27545 members 
Mstep: Class 8 contains 6776 members 
Mstep: Class 9 contains 23522 members 
Mstep: Class 10 contains 8526 members 
Mstep: Class 11 contains 13783 members 
Mstep: Class 12 contains 130381 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 114967 members 
Mstep: Class 15 contains 165543 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 13144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86095088.000000 Penalty: 39605.269531
Iteration 30Q: 19 clusters Score -8.609509e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 124708 members 
Mstep: Class 3 contains 69065 members 
Mstep: Class 4 contains 28451 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27630 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 23706 members 
Mstep: Class 10 contains 8378 members 
Mstep: Class 11 contains 13563 members 
Mstep: Class 12 contains 129686 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 115150 members 
Mstep: Class 15 contains 165492 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 18 contains 2970 members 
Mstep: Class 19 contains 13224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86097032.000000 Penalty: 39605.269531
Iteration 31Q: 19 clusters Score -8.609703e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 124340 members 
Mstep: Class 3 contains 70133 members 
Mstep: Class 4 contains 28366 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 595 members 
Mstep: Class 7 contains 27697 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 23901 members 
Mstep: Class 10 contains 8226 members 
Mstep: Class 11 contains 13301 members 
Mstep: Class 12 contains 129074 members 
Mstep: Class 13 contains 5857 members 
Mstep: Class 14 contains 115268 members 
Mstep: Class 15 contains 165423 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 18 contains 3156 members 
Mstep: Class 19 contains 13306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86098632.000000 Penalty: 39605.269531
Iteration 32Q: 19 clusters Score -8.609863e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 123894 members 
Mstep: Class 3 contains 71193 members 
Mstep: Class 4 contains 28309 members 
Mstep: Class 5 contains 2660 members 
Mstep: Class 6 contains 595 members 
Mstep: Class 7 contains 27740 members 
Mstep: Class 8 contains 7005 members 
Mstep: Class 9 contains 24079 members 
Mstep: Class 10 contains 8064 members 
Mstep: Class 11 contains 13041 members 
Mstep: Class 12 contains 128437 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 115503 members 
Mstep: Class 15 contains 165345 members 
Mstep: Class 16 contains 3121 members 
Mstep: Class 18 contains 3382 members 
Mstep: Class 19 contains 13349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86100504.000000 Penalty: 39605.269531
Iteration 33Q: 19 clusters Score -8.61005e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 123477 members 
Mstep: Class 3 contains 72185 members 
Mstep: Class 4 contains 28247 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 27790 members 
Mstep: Class 8 contains 7081 members 
Mstep: Class 9 contains 24254 members 
Mstep: Class 10 contains 7913 members 
Mstep: Class 11 contains 12781 members 
Mstep: Class 12 contains 127817 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 115697 members 
Mstep: Class 15 contains 165267 members 
Mstep: Class 16 contains 3068 members 
Mstep: Class 18 contains 3651 members 
Mstep: Class 19 contains 13378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86102904.000000 Penalty: 39605.269531
Iteration 34Q: 19 clusters Score -8.61029e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 123084 members 
Mstep: Class 3 contains 73103 members 
Mstep: Class 4 contains 28177 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 27842 members 
Mstep: Class 8 contains 7166 members 
Mstep: Class 9 contains 24410 members 
Mstep: Class 10 contains 7759 members 
Mstep: Class 11 contains 12592 members 
Mstep: Class 12 contains 127195 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 115887 members 
Mstep: Class 15 contains 165200 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 13400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86104400.000000 Penalty: 39605.269531
Iteration 35Q: 19 clusters Score -8.61044e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 122743 members 
Mstep: Class 3 contains 73901 members 
Mstep: Class 4 contains 28112 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 593 members 
Mstep: Class 7 contains 27889 members 
Mstep: Class 8 contains 7224 members 
Mstep: Class 9 contains 24507 members 
Mstep: Class 10 contains 7607 members 
Mstep: Class 11 contains 12482 members 
Mstep: Class 12 contains 126651 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 116055 members 
Mstep: Class 15 contains 165121 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 18 contains 4264 members 
Mstep: Class 19 contains 13389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86105232.000000 Penalty: 39605.269531
Iteration 36Q: 19 clusters Score -8.610523e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 122429 members 
Mstep: Class 3 contains 74647 members 
Mstep: Class 4 contains 28019 members 
Mstep: Class 5 contains 2679 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 27968 members 
Mstep: Class 8 contains 7262 members 
Mstep: Class 9 contains 24580 members 
Mstep: Class 10 contains 7458 members 
Mstep: Class 11 contains 12447 members 
Mstep: Class 12 contains 126084 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 116179 members 
Mstep: Class 15 contains 165050 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 18 contains 4603 members 
Mstep: Class 19 contains 13370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86106136.000000 Penalty: 39605.269531
Iteration 37Q: 19 clusters Score -8.610614e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 122162 members 
Mstep: Class 3 contains 75315 members 
Mstep: Class 4 contains 27976 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 28013 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 24646 members 
Mstep: Class 10 contains 7305 members 
Mstep: Class 11 contains 12441 members 
Mstep: Class 12 contains 125589 members 
Mstep: Class 13 contains 5640 members 
Mstep: Class 14 contains 116232 members 
Mstep: Class 15 contains 165032 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 18 contains 4939 members 
Mstep: Class 19 contains 13338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86107504.000000 Penalty: 39605.269531
Iteration 38Q: 19 clusters Score -8.61075e+07 nChanged 3974
Entering ConstructFrom: 
Score: -86107504.000000 Penalty: 39605.269531
Entering ConstructFrom: 
Trying to split cluster 1 (17054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Entering Unmasked Estep 
Score: -1877258.875000 Penalty: 1583.422729
	Iteration 0F: 2 clusters Score -1877259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1865534.125000 Penalty: 3166.845459
	Iteration 0F: 3 clusters Score -1865534 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1869732.750000 Penalty: 3166.845459
	Iteration 1F: 3 clusters Score -1869733 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1870128.500000 Penalty: 3166.845459
	Iteration 2F: 3 clusters Score -1870128 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1870522.500000 Penalty: 3166.845459
	Iteration 3F: 3 clusters Score -1870522 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1870969.625000 Penalty: 3166.845459
	Iteration 4Q: 3 clusters Score -1870970 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1871504.000000 Penalty: 3166.845459
	Iteration 5F: 3 clusters Score -1871504 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1872117.000000 Penalty: 3166.845459
	Iteration 6F: 3 clusters Score -1872117 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1872774.875000 Penalty: 3166.845459
	Iteration 7F: 3 clusters Score -1872775 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1873437.000000 Penalty: 3166.845459
	Iteration 8F: 3 clusters Score -1873437 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1874008.875000 Penalty: 3166.845459
	Iteration 9Q: 3 clusters Score -1874009 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1874485.625000 Penalty: 3166.845459
	Iteration 10Q: 3 clusters Score -1874486 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1874834.000000 Penalty: 3166.845459
	Iteration 11Q: 3 clusters Score -1874834 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1875148.250000 Penalty: 3166.845459
	Iteration 12Q: 3 clusters Score -1875148 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1875418.875000 Penalty: 3166.845459
	Iteration 13Q: 3 clusters Score -1875419 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1875638.250000 Penalty: 3166.845459
	Iteration 14Q: 3 clusters Score -1875638 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1875807.250000 Penalty: 3166.845459
	Iteration 15Q: 3 clusters Score -1875807 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1875917.375000 Penalty: 3166.845459
	Iteration 16Q: 3 clusters Score -1875917 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1875998.125000 Penalty: 3166.845459
	Iteration 17Q: 3 clusters Score -1875998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1876062.000000 Penalty: 3166.845459
	Iteration 18Q: 3 clusters Score -1876062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1876104.250000 Penalty: 3166.845459
	Iteration 19Q: 3 clusters Score -1876104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1876131.000000 Penalty: 3166.845459
	Iteration 20F: 3 clusters Score -1876131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1876152.375000 Penalty: 3166.845459
	Iteration 21Q: 3 clusters Score -1876152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1876163.125000 Penalty: 3166.845459
	Iteration 22Q: 3 clusters Score -1876163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1876172.500000 Penalty: 3166.845459
	Iteration 23Q: 3 clusters Score -1876172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1876178.375000 Penalty: 3166.845459
	Iteration 24Q: 3 clusters Score -1876178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1876183.375000 Penalty: 3166.845459
	Iteration 25Q: 3 clusters Score -1876183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1876189.750000 Penalty: 3166.845459
	Iteration 26Q: 3 clusters Score -1876190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1876194.250000 Penalty: 3166.845459
	Iteration 27Q: 3 clusters Score -1876194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1876194.750000 Penalty: 3166.845459
	Iteration 28Q: 3 clusters Score -1876195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1876197.625000 Penalty: 3166.845459
	Iteration 29Q: 3 clusters Score -1876198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1876197.750000 Penalty: 3166.845459
	Iteration 30Q: 3 clusters Score -1876198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1876198.000000 Penalty: 3166.845459
	Iteration 31Q: 3 clusters Score -1876198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1876198.250000 Penalty: 3166.845459
	Iteration 32Q: 3 clusters Score -1876198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1876198.250000 Penalty: 3166.845459
	Iteration 33F: 3 clusters Score -1876198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (121952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121952 members 
Entering Unmasked Estep 
Score: -14173879.000000 Penalty: 1903.099731
	Iteration 0F: 2 clusters Score -1.417388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -14105430.000000 Penalty: 3806.199463
	Iteration 0F: 3 clusters Score -1.410543e+07 nChanged 58427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 59593 members 
Entering Unmasked Estep 
Score: -14139605.000000 Penalty: 3806.199463
	Iteration 1F: 3 clusters Score -1.41396e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -14140567.000000 Penalty: 3806.199463
	Iteration 2Q: 3 clusters Score -1.414057e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -14141786.000000 Penalty: 3806.199463
	Iteration 3Q: 3 clusters Score -1.414179e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -14143644.000000 Penalty: 3806.199463
	Iteration 4Q: 3 clusters Score -1.414364e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -14146013.000000 Penalty: 3806.199463
	Iteration 5Q: 3 clusters Score -1.414601e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -14149260.000000 Penalty: 3806.199463
	Iteration 6Q: 3 clusters Score -1.414926e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -14153223.000000 Penalty: 3806.199463
	Iteration 7F: 3 clusters Score -1.415322e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -14157644.000000 Penalty: 3806.199463
	Iteration 8F: 3 clusters Score -1.415764e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -14161902.000000 Penalty: 3806.199463
	Iteration 9F: 3 clusters Score -1.41619e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -14165432.000000 Penalty: 3806.199463
	Iteration 10F: 3 clusters Score -1.416543e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -14167644.000000 Penalty: 3806.199463
	Iteration 11Q: 3 clusters Score -1.416764e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -14168875.000000 Penalty: 3806.199463
	Iteration 12Q: 3 clusters Score -1.416888e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -14169650.000000 Penalty: 3806.199463
	Iteration 13Q: 3 clusters Score -1.416965e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -14170059.000000 Penalty: 3806.199463
	Iteration 14Q: 3 clusters Score -1.417006e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -14170298.000000 Penalty: 3806.199463
	Iteration 15Q: 3 clusters Score -1.41703e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -14170481.000000 Penalty: 3806.199463
	Iteration 16Q: 3 clusters Score -1.417048e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -14170616.000000 Penalty: 3806.199463
	Iteration 17Q: 3 clusters Score -1.417062e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -14170730.000000 Penalty: 3806.199463
	Iteration 18Q: 3 clusters Score -1.417073e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78493 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -14170879.000000 Penalty: 3806.199463
	Iteration 19Q: 3 clusters Score -1.417088e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -14170976.000000 Penalty: 3806.199463
	Iteration 20F: 3 clusters Score -1.417098e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -14171094.000000 Penalty: 3806.199463
	Iteration 21Q: 3 clusters Score -1.417109e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -14171204.000000 Penalty: 3806.199463
	Iteration 22Q: 3 clusters Score -1.41712e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80200 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -14171354.000000 Penalty: 3806.199463
	Iteration 23Q: 3 clusters Score -1.417135e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -14171494.000000 Penalty: 3806.199463
	Iteration 24Q: 3 clusters Score -1.417149e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -14171563.000000 Penalty: 3806.199463
	Iteration 25Q: 3 clusters Score -1.417156e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -14171697.000000 Penalty: 3806.199463
	Iteration 26Q: 3 clusters Score -1.41717e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -14171832.000000 Penalty: 3806.199463
	Iteration 27Q: 3 clusters Score -1.417183e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -14171863.000000 Penalty: 3806.199463
	Iteration 28Q: 3 clusters Score -1.417186e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -14171946.000000 Penalty: 3806.199463
	Iteration 29Q: 3 clusters Score -1.417195e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -14172080.000000 Penalty: 3806.199463
	Iteration 30Q: 3 clusters Score -1.417208e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -14172126.000000 Penalty: 3806.199463
	Iteration 31Q: 3 clusters Score -1.417213e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -14172235.000000 Penalty: 3806.199463
	Iteration 32Q: 3 clusters Score -1.417224e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -14172241.000000 Penalty: 3806.199463
	Iteration 33Q: 3 clusters Score -1.417224e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85838 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -14172252.000000 Penalty: 3806.199463
	Iteration 34Q: 3 clusters Score -1.417225e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -14172278.000000 Penalty: 3806.199463
	Iteration 35Q: 3 clusters Score -1.417228e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -14172297.000000 Penalty: 3806.199463
	Iteration 36Q: 3 clusters Score -1.41723e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87292 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -14172322.000000 Penalty: 3806.199463
	Iteration 37Q: 3 clusters Score -1.417232e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -14172343.000000 Penalty: 3806.199463
	Iteration 38Q: 3 clusters Score -1.417234e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -14172419.000000 Penalty: 3806.199463
	Iteration 39Q: 3 clusters Score -1.417242e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -14172497.000000 Penalty: 3806.199463
	Iteration 40F: 3 clusters Score -1.41725e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -14172488.000000 Penalty: 3806.199463
	Iteration 41Q: 3 clusters Score -1.417249e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90035 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -14172494.000000 Penalty: 3806.199463
	Iteration 42Q: 3 clusters Score -1.417249e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -14172485.000000 Penalty: 3806.199463
	Iteration 43Q: 3 clusters Score -1.417248e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -14172436.000000 Penalty: 3806.199463
	Iteration 44Q: 3 clusters Score -1.417244e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -14172411.000000 Penalty: 3806.199463
	Iteration 45Q: 3 clusters Score -1.417241e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91725 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -14172332.000000 Penalty: 3806.199463
	Iteration 46Q: 3 clusters Score -1.417233e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -14172371.000000 Penalty: 3806.199463
	Iteration 47Q: 3 clusters Score -1.417237e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -14172415.000000 Penalty: 3806.199463
	Iteration 48Q: 3 clusters Score -1.417242e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -14172409.000000 Penalty: 3806.199463
	Iteration 49Q: 3 clusters Score -1.417241e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -14172445.000000 Penalty: 3806.199463
	Iteration 50Q: 3 clusters Score -1.417244e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -14172448.000000 Penalty: 3806.199463
	Iteration 51Q: 3 clusters Score -1.417245e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -14172372.000000 Penalty: 3806.199463
	Iteration 52Q: 3 clusters Score -1.417237e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94222 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -14172376.000000 Penalty: 3806.199463
	Iteration 53Q: 3 clusters Score -1.417238e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -14172358.000000 Penalty: 3806.199463
	Iteration 54Q: 3 clusters Score -1.417236e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -14172308.000000 Penalty: 3806.199463
	Iteration 55Q: 3 clusters Score -1.417231e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95268 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -14172359.000000 Penalty: 3806.199463
	Iteration 56Q: 3 clusters Score -1.417236e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95578 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -14172331.000000 Penalty: 3806.199463
	Iteration 57Q: 3 clusters Score -1.417233e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -14172333.000000 Penalty: 3806.199463
	Iteration 58Q: 3 clusters Score -1.417233e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -14172322.000000 Penalty: 3806.199463
	Iteration 59Q: 3 clusters Score -1.417232e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -14172314.000000 Penalty: 3806.199463
	Iteration 60F: 3 clusters Score -1.417231e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -14172332.000000 Penalty: 3806.199463
	Iteration 61Q: 3 clusters Score -1.417233e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -14172389.000000 Penalty: 3806.199463
	Iteration 62Q: 3 clusters Score -1.417239e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -14172404.000000 Penalty: 3806.199463
	Iteration 63Q: 3 clusters Score -1.41724e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -14172378.000000 Penalty: 3806.199463
	Iteration 64Q: 3 clusters Score -1.417238e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97924 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -14172379.000000 Penalty: 3806.199463
	Iteration 65Q: 3 clusters Score -1.417238e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -14172401.000000 Penalty: 3806.199463
	Iteration 66Q: 3 clusters Score -1.41724e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -14172379.000000 Penalty: 3806.199463
	Iteration 67Q: 3 clusters Score -1.417238e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98719 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -14172360.000000 Penalty: 3806.199463
	Iteration 68Q: 3 clusters Score -1.417236e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -14172364.000000 Penalty: 3806.199463
	Iteration 69Q: 3 clusters Score -1.417236e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -14172324.000000 Penalty: 3806.199463
	Iteration 70Q: 3 clusters Score -1.417232e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99477 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -14172291.000000 Penalty: 3806.199463
	Iteration 71Q: 3 clusters Score -1.417229e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -14172332.000000 Penalty: 3806.199463
	Iteration 72Q: 3 clusters Score -1.417233e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99991 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -14172360.000000 Penalty: 3806.199463
	Iteration 73Q: 3 clusters Score -1.417236e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100246 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -14172349.000000 Penalty: 3806.199463
	Iteration 74Q: 3 clusters Score -1.417235e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -14172413.000000 Penalty: 3806.199463
	Iteration 75Q: 3 clusters Score -1.417241e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100717 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -14172415.000000 Penalty: 3806.199463
	Iteration 76Q: 3 clusters Score -1.417242e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -14172431.000000 Penalty: 3806.199463
	Iteration 77Q: 3 clusters Score -1.417243e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -14172427.000000 Penalty: 3806.199463
	Iteration 78Q: 3 clusters Score -1.417243e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101373 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -14172432.000000 Penalty: 3806.199463
	Iteration 79Q: 3 clusters Score -1.417243e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101567 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -14172398.000000 Penalty: 3806.199463
	Iteration 80F: 3 clusters Score -1.41724e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -14172412.000000 Penalty: 3806.199463
	Iteration 81Q: 3 clusters Score -1.417241e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -14172458.000000 Penalty: 3806.199463
	Iteration 82Q: 3 clusters Score -1.417246e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -14172459.000000 Penalty: 3806.199463
	Iteration 83Q: 3 clusters Score -1.417246e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102239 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -14172455.000000 Penalty: 3806.199463
	Iteration 84Q: 3 clusters Score -1.417246e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -14172477.000000 Penalty: 3806.199463
	Iteration 85Q: 3 clusters Score -1.417248e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -14172520.000000 Penalty: 3806.199463
	Iteration 86Q: 3 clusters Score -1.417252e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102762 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -14172521.000000 Penalty: 3806.199463
	Iteration 87Q: 3 clusters Score -1.417252e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102948 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -14172545.000000 Penalty: 3806.199463
	Iteration 88Q: 3 clusters Score -1.417254e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -14172573.000000 Penalty: 3806.199463
	Iteration 89Q: 3 clusters Score -1.417257e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103313 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -14172614.000000 Penalty: 3806.199463
	Iteration 90Q: 3 clusters Score -1.417261e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103487 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -14172647.000000 Penalty: 3806.199463
	Iteration 91Q: 3 clusters Score -1.417265e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -14172642.000000 Penalty: 3806.199463
	Iteration 92Q: 3 clusters Score -1.417264e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -14172644.000000 Penalty: 3806.199463
	Iteration 93Q: 3 clusters Score -1.417264e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -14172666.000000 Penalty: 3806.199463
	Iteration 94Q: 3 clusters Score -1.417267e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104120 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -14172700.000000 Penalty: 3806.199463
	Iteration 95Q: 3 clusters Score -1.41727e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104260 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -14172770.000000 Penalty: 3806.199463
	Iteration 96Q: 3 clusters Score -1.417277e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -14172797.000000 Penalty: 3806.199463
	Iteration 97Q: 3 clusters Score -1.41728e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104562 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -14172819.000000 Penalty: 3806.199463
	Iteration 98Q: 3 clusters Score -1.417282e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -14172814.000000 Penalty: 3806.199463
	Iteration 99Q: 3 clusters Score -1.417281e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -14172818.000000 Penalty: 3806.199463
	Iteration 100F: 3 clusters Score -1.417282e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -14172851.000000 Penalty: 3806.199463
	Iteration 101Q: 3 clusters Score -1.417285e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -14172877.000000 Penalty: 3806.199463
	Iteration 102Q: 3 clusters Score -1.417288e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -14172894.000000 Penalty: 3806.199463
	Iteration 103Q: 3 clusters Score -1.417289e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -14172868.000000 Penalty: 3806.199463
	Iteration 104Q: 3 clusters Score -1.417287e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -14172891.000000 Penalty: 3806.199463
	Iteration 105Q: 3 clusters Score -1.417289e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105856 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -14172898.000000 Penalty: 3806.199463
	Iteration 106Q: 3 clusters Score -1.41729e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106016 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -14172908.000000 Penalty: 3806.199463
	Iteration 107Q: 3 clusters Score -1.417291e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -14172918.000000 Penalty: 3806.199463
	Iteration 108Q: 3 clusters Score -1.417292e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106361 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -14172899.000000 Penalty: 3806.199463
	Iteration 109Q: 3 clusters Score -1.41729e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -14172887.000000 Penalty: 3806.199463
	Iteration 110Q: 3 clusters Score -1.417289e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106683 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -14172899.000000 Penalty: 3806.199463
	Iteration 111Q: 3 clusters Score -1.41729e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106855 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -14172897.000000 Penalty: 3806.199463
	Iteration 112Q: 3 clusters Score -1.41729e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -14172928.000000 Penalty: 3806.199463
	Iteration 113Q: 3 clusters Score -1.417293e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107175 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -14172970.000000 Penalty: 3806.199463
	Iteration 114Q: 3 clusters Score -1.417297e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107327 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -14172996.000000 Penalty: 3806.199463
	Iteration 115Q: 3 clusters Score -1.4173e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107485 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -14173012.000000 Penalty: 3806.199463
	Iteration 116Q: 3 clusters Score -1.417301e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -14173005.000000 Penalty: 3806.199463
	Iteration 117Q: 3 clusters Score -1.4173e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -14173034.000000 Penalty: 3806.199463
	Iteration 118Q: 3 clusters Score -1.417303e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107947 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -14173039.000000 Penalty: 3806.199463
	Iteration 119Q: 3 clusters Score -1.417304e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108079 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -14173020.000000 Penalty: 3806.199463
	Iteration 120F: 3 clusters Score -1.417302e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -14172986.000000 Penalty: 3806.199463
	Iteration 121Q: 3 clusters Score -1.417299e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108387 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -14173009.000000 Penalty: 3806.199463
	Iteration 122Q: 3 clusters Score -1.417301e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -14172960.000000 Penalty: 3806.199463
	Iteration 123Q: 3 clusters Score -1.417296e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108685 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -14172935.000000 Penalty: 3806.199463
	Iteration 124Q: 3 clusters Score -1.417294e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108820 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -14172938.000000 Penalty: 3806.199463
	Iteration 125Q: 3 clusters Score -1.417294e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108949 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -14172926.000000 Penalty: 3806.199463
	Iteration 126Q: 3 clusters Score -1.417293e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109091 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -14172903.000000 Penalty: 3806.199463
	Iteration 127Q: 3 clusters Score -1.41729e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -14172880.000000 Penalty: 3806.199463
	Iteration 128Q: 3 clusters Score -1.417288e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -14172870.000000 Penalty: 3806.199463
	Iteration 129Q: 3 clusters Score -1.417287e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109538 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -14172875.000000 Penalty: 3806.199463
	Iteration 130Q: 3 clusters Score -1.417288e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109677 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -14172894.000000 Penalty: 3806.199463
	Iteration 131Q: 3 clusters Score -1.417289e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -14172908.000000 Penalty: 3806.199463
	Iteration 132Q: 3 clusters Score -1.417291e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109935 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -14172912.000000 Penalty: 3806.199463
	Iteration 133Q: 3 clusters Score -1.417291e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -14172932.000000 Penalty: 3806.199463
	Iteration 134Q: 3 clusters Score -1.417293e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110214 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -14172897.000000 Penalty: 3806.199463
	Iteration 135Q: 3 clusters Score -1.41729e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110340 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -14172904.000000 Penalty: 3806.199463
	Iteration 136Q: 3 clusters Score -1.41729e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110441 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -14172885.000000 Penalty: 3806.199463
	Iteration 137Q: 3 clusters Score -1.417288e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110538 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -14172883.000000 Penalty: 3806.199463
	Iteration 138Q: 3 clusters Score -1.417288e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110633 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -14172871.000000 Penalty: 3806.199463
	Iteration 139Q: 3 clusters Score -1.417287e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -14172855.000000 Penalty: 3806.199463
	Iteration 140F: 3 clusters Score -1.417286e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110824 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -14172861.000000 Penalty: 3806.199463
	Iteration 141Q: 3 clusters Score -1.417286e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110916 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -14172835.000000 Penalty: 3806.199463
	Iteration 142Q: 3 clusters Score -1.417284e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -14172849.000000 Penalty: 3806.199463
	Iteration 143Q: 3 clusters Score -1.417285e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111088 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -14172819.000000 Penalty: 3806.199463
	Iteration 144Q: 3 clusters Score -1.417282e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -14172821.000000 Penalty: 3806.199463
	Iteration 145Q: 3 clusters Score -1.417282e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111245 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -14172781.000000 Penalty: 3806.199463
	Iteration 146Q: 3 clusters Score -1.417278e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111316 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -14172788.000000 Penalty: 3806.199463
	Iteration 147Q: 3 clusters Score -1.417279e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111377 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -14172784.000000 Penalty: 3806.199463
	Iteration 148Q: 3 clusters Score -1.417278e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -14172756.000000 Penalty: 3806.199463
	Iteration 149Q: 3 clusters Score -1.417276e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111507 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -14172744.000000 Penalty: 3806.199463
	Iteration 150Q: 3 clusters Score -1.417274e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111556 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -14172758.000000 Penalty: 3806.199463
	Iteration 151Q: 3 clusters Score -1.417276e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111634 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -14172793.000000 Penalty: 3806.199463
	Iteration 152Q: 3 clusters Score -1.417279e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111706 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -14172757.000000 Penalty: 3806.199463
	Iteration 153Q: 3 clusters Score -1.417276e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111756 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -14172740.000000 Penalty: 3806.199463
	Iteration 154Q: 3 clusters Score -1.417274e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111817 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -14172737.000000 Penalty: 3806.199463
	Iteration 155Q: 3 clusters Score -1.417274e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -14172713.000000 Penalty: 3806.199463
	Iteration 156Q: 3 clusters Score -1.417271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111927 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -14172708.000000 Penalty: 3806.199463
	Iteration 157Q: 3 clusters Score -1.417271e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111969 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -14172728.000000 Penalty: 3806.199463
	Iteration 158Q: 3 clusters Score -1.417273e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -14172751.000000 Penalty: 3806.199463
	Iteration 159Q: 3 clusters Score -1.417275e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112062 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -14172750.000000 Penalty: 3806.199463
	Iteration 160F: 3 clusters Score -1.417275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112106 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -14172760.000000 Penalty: 3806.199463
	Iteration 161Q: 3 clusters Score -1.417276e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112150 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -14172772.000000 Penalty: 3806.199463
	Iteration 162Q: 3 clusters Score -1.417277e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112193 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -14172768.000000 Penalty: 3806.199463
	Iteration 163Q: 3 clusters Score -1.417277e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112242 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -14172764.000000 Penalty: 3806.199463
	Iteration 164Q: 3 clusters Score -1.417276e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -14172751.000000 Penalty: 3806.199463
	Iteration 165Q: 3 clusters Score -1.417275e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112326 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -14172754.000000 Penalty: 3806.199463
	Iteration 166Q: 3 clusters Score -1.417275e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112378 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -14172726.000000 Penalty: 3806.199463
	Iteration 167Q: 3 clusters Score -1.417273e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112430 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -14172708.000000 Penalty: 3806.199463
	Iteration 168Q: 3 clusters Score -1.417271e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112479 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -14172727.000000 Penalty: 3806.199463
	Iteration 169Q: 3 clusters Score -1.417273e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112527 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -14172678.000000 Penalty: 3806.199463
	Iteration 170Q: 3 clusters Score -1.417268e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -14172672.000000 Penalty: 3806.199463
	Iteration 171Q: 3 clusters Score -1.417267e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112610 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -14172709.000000 Penalty: 3806.199463
	Iteration 172Q: 3 clusters Score -1.417271e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112644 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -14172674.000000 Penalty: 3806.199463
	Iteration 173Q: 3 clusters Score -1.417267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112678 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -14172683.000000 Penalty: 3806.199463
	Iteration 174Q: 3 clusters Score -1.417268e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112716 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -14172688.000000 Penalty: 3806.199463
	Iteration 175Q: 3 clusters Score -1.417269e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112748 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -14172687.000000 Penalty: 3806.199463
	Iteration 176Q: 3 clusters Score -1.417269e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -14172673.000000 Penalty: 3806.199463
	Iteration 177Q: 3 clusters Score -1.417267e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -14172642.000000 Penalty: 3806.199463
	Iteration 178Q: 3 clusters Score -1.417264e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112841 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -14172654.000000 Penalty: 3806.199463
	Iteration 179Q: 3 clusters Score -1.417265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112866 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -14172651.000000 Penalty: 3806.199463
	Iteration 180F: 3 clusters Score -1.417265e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112885 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -14172673.000000 Penalty: 3806.199463
	Iteration 181Q: 3 clusters Score -1.417267e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112904 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -14172686.000000 Penalty: 3806.199463
	Iteration 182Q: 3 clusters Score -1.417269e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112933 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -14172688.000000 Penalty: 3806.199463
	Iteration 183Q: 3 clusters Score -1.417269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112951 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -14172681.000000 Penalty: 3806.199463
	Iteration 184Q: 3 clusters Score -1.417268e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112974 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -14172686.000000 Penalty: 3806.199463
	Iteration 185Q: 3 clusters Score -1.417269e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113001 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -14172668.000000 Penalty: 3806.199463
	Iteration 186Q: 3 clusters Score -1.417267e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -14172665.000000 Penalty: 3806.199463
	Iteration 187Q: 3 clusters Score -1.417266e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113050 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -14172660.000000 Penalty: 3806.199463
	Iteration 188Q: 3 clusters Score -1.417266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113070 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -14172647.000000 Penalty: 3806.199463
	Iteration 189Q: 3 clusters Score -1.417265e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113100 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -14172649.000000 Penalty: 3806.199463
	Iteration 190Q: 3 clusters Score -1.417265e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113130 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -14172639.000000 Penalty: 3806.199463
	Iteration 191Q: 3 clusters Score -1.417264e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113154 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -14172621.000000 Penalty: 3806.199463
	Iteration 192Q: 3 clusters Score -1.417262e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113184 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -14172646.000000 Penalty: 3806.199463
	Iteration 193Q: 3 clusters Score -1.417265e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113213 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -14172640.000000 Penalty: 3806.199463
	Iteration 194Q: 3 clusters Score -1.417264e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113252 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -14172652.000000 Penalty: 3806.199463
	Iteration 195Q: 3 clusters Score -1.417265e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113289 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -14172646.000000 Penalty: 3806.199463
	Iteration 196Q: 3 clusters Score -1.417265e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113331 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -14172636.000000 Penalty: 3806.199463
	Iteration 197Q: 3 clusters Score -1.417264e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113375 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -14172634.000000 Penalty: 3806.199463
	Iteration 198Q: 3 clusters Score -1.417263e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -14172656.000000 Penalty: 3806.199463
	Iteration 199Q: 3 clusters Score -1.417266e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -14172651.000000 Penalty: 3806.199463
	Iteration 200F: 3 clusters Score -1.417265e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113514 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -14172669.000000 Penalty: 3806.199463
	Iteration 201Q: 3 clusters Score -1.417267e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -14172680.000000 Penalty: 3806.199463
	Iteration 202Q: 3 clusters Score -1.417268e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -14172676.000000 Penalty: 3806.199463
	Iteration 203Q: 3 clusters Score -1.417268e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113675 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -14172664.000000 Penalty: 3806.199463
	Iteration 204Q: 3 clusters Score -1.417266e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -14172670.000000 Penalty: 3806.199463
	Iteration 205Q: 3 clusters Score -1.417267e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113787 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -14172652.000000 Penalty: 3806.199463
	Iteration 206Q: 3 clusters Score -1.417265e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113834 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -14172662.000000 Penalty: 3806.199463
	Iteration 207Q: 3 clusters Score -1.417266e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -14172644.000000 Penalty: 3806.199463
	Iteration 208Q: 3 clusters Score -1.417264e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113909 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -14172630.000000 Penalty: 3806.199463
	Iteration 209Q: 3 clusters Score -1.417263e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -14172651.000000 Penalty: 3806.199463
	Iteration 210Q: 3 clusters Score -1.417265e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113978 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -14172629.000000 Penalty: 3806.199463
	Iteration 211Q: 3 clusters Score -1.417263e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114003 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -14172639.000000 Penalty: 3806.199463
	Iteration 212Q: 3 clusters Score -1.417264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -14172642.000000 Penalty: 3806.199463
	Iteration 213Q: 3 clusters Score -1.417264e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114045 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -14172618.000000 Penalty: 3806.199463
	Iteration 214Q: 3 clusters Score -1.417262e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114072 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -14172617.000000 Penalty: 3806.199463
	Iteration 215Q: 3 clusters Score -1.417262e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114112 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -14172617.000000 Penalty: 3806.199463
	Iteration 216Q: 3 clusters Score -1.417262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114156 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -14172635.000000 Penalty: 3806.199463
	Iteration 217Q: 3 clusters Score -1.417264e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114210 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -14172614.000000 Penalty: 3806.199463
	Iteration 218Q: 3 clusters Score -1.417261e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -14172639.000000 Penalty: 3806.199463
	Iteration 219Q: 3 clusters Score -1.417264e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -14172614.000000 Penalty: 3806.199463
	Iteration 220F: 3 clusters Score -1.417261e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114334 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -14172660.000000 Penalty: 3806.199463
	Iteration 221Q: 3 clusters Score -1.417266e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114382 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -14172658.000000 Penalty: 3806.199463
	Iteration 222Q: 3 clusters Score -1.417266e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114429 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -14172646.000000 Penalty: 3806.199463
	Iteration 223Q: 3 clusters Score -1.417265e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114480 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -14172668.000000 Penalty: 3806.199463
	Iteration 224Q: 3 clusters Score -1.417267e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114549 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -14172656.000000 Penalty: 3806.199463
	Iteration 225Q: 3 clusters Score -1.417266e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114613 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -14172662.000000 Penalty: 3806.199463
	Iteration 226Q: 3 clusters Score -1.417266e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114675 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -14172690.000000 Penalty: 3806.199463
	Iteration 227Q: 3 clusters Score -1.417269e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -14172713.000000 Penalty: 3806.199463
	Iteration 228Q: 3 clusters Score -1.417271e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114785 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -14172711.000000 Penalty: 3806.199463
	Iteration 229Q: 3 clusters Score -1.417271e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114833 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -14172706.000000 Penalty: 3806.199463
	Iteration 230Q: 3 clusters Score -1.417271e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114894 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -14172703.000000 Penalty: 3806.199463
	Iteration 231Q: 3 clusters Score -1.41727e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -14172715.000000 Penalty: 3806.199463
	Iteration 232Q: 3 clusters Score -1.417272e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114995 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -14172738.000000 Penalty: 3806.199463
	Iteration 233Q: 3 clusters Score -1.417274e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115049 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -14172746.000000 Penalty: 3806.199463
	Iteration 234Q: 3 clusters Score -1.417275e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115100 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -14172767.000000 Penalty: 3806.199463
	Iteration 235Q: 3 clusters Score -1.417277e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115149 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -14172777.000000 Penalty: 3806.199463
	Iteration 236Q: 3 clusters Score -1.417278e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115184 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -14172782.000000 Penalty: 3806.199463
	Iteration 237Q: 3 clusters Score -1.417278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115211 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -14172791.000000 Penalty: 3806.199463
	Iteration 238Q: 3 clusters Score -1.417279e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115241 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -14172812.000000 Penalty: 3806.199463
	Iteration 239Q: 3 clusters Score -1.417281e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115283 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -14172811.000000 Penalty: 3806.199463
	Iteration 240F: 3 clusters Score -1.417281e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115323 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -14172801.000000 Penalty: 3806.199463
	Iteration 241Q: 3 clusters Score -1.41728e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115354 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -14172830.000000 Penalty: 3806.199463
	Iteration 242Q: 3 clusters Score -1.417283e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115386 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -14172829.000000 Penalty: 3806.199463
	Iteration 243Q: 3 clusters Score -1.417283e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115415 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -14172824.000000 Penalty: 3806.199463
	Iteration 244Q: 3 clusters Score -1.417282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115441 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -14172842.000000 Penalty: 3806.199463
	Iteration 245Q: 3 clusters Score -1.417284e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115474 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -14172833.000000 Penalty: 3806.199463
	Iteration 246Q: 3 clusters Score -1.417283e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115507 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -14172840.000000 Penalty: 3806.199463
	Iteration 247Q: 3 clusters Score -1.417284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115532 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -14172847.000000 Penalty: 3806.199463
	Iteration 248Q: 3 clusters Score -1.417285e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -14172855.000000 Penalty: 3806.199463
	Iteration 249Q: 3 clusters Score -1.417286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115585 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -14172855.000000 Penalty: 3806.199463
	Iteration 250Q: 3 clusters Score -1.417286e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115613 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -14172864.000000 Penalty: 3806.199463
	Iteration 251Q: 3 clusters Score -1.417286e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115643 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -14172849.000000 Penalty: 3806.199463
	Iteration 252Q: 3 clusters Score -1.417285e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115676 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -14172855.000000 Penalty: 3806.199463
	Iteration 253Q: 3 clusters Score -1.417286e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115704 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -14172865.000000 Penalty: 3806.199463
	Iteration 254Q: 3 clusters Score -1.417286e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115742 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -14172869.000000 Penalty: 3806.199463
	Iteration 255Q: 3 clusters Score -1.417287e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115774 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -14172886.000000 Penalty: 3806.199463
	Iteration 256Q: 3 clusters Score -1.417289e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -14172892.000000 Penalty: 3806.199463
	Iteration 257Q: 3 clusters Score -1.417289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -14172886.000000 Penalty: 3806.199463
	Iteration 258Q: 3 clusters Score -1.417289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115854 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -14172898.000000 Penalty: 3806.199463
	Iteration 259Q: 3 clusters Score -1.41729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115878 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -14172901.000000 Penalty: 3806.199463
	Iteration 260F: 3 clusters Score -1.41729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115902 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -14172873.000000 Penalty: 3806.199463
	Iteration 261Q: 3 clusters Score -1.417287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -14172895.000000 Penalty: 3806.199463
	Iteration 262Q: 3 clusters Score -1.41729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115939 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -14172895.000000 Penalty: 3806.199463
	Iteration 263Q: 3 clusters Score -1.41729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115951 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -14172884.000000 Penalty: 3806.199463
	Iteration 264Q: 3 clusters Score -1.417288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115962 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -14172883.000000 Penalty: 3806.199463
	Iteration 265Q: 3 clusters Score -1.417288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115980 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -14172902.000000 Penalty: 3806.199463
	Iteration 266Q: 3 clusters Score -1.41729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115998 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -14172915.000000 Penalty: 3806.199463
	Iteration 267Q: 3 clusters Score -1.417292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116019 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -14172912.000000 Penalty: 3806.199463
	Iteration 268Q: 3 clusters Score -1.417291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116042 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -14172926.000000 Penalty: 3806.199463
	Iteration 269Q: 3 clusters Score -1.417293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -14172925.000000 Penalty: 3806.199463
	Iteration 270Q: 3 clusters Score -1.417292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -14172927.000000 Penalty: 3806.199463
	Iteration 271Q: 3 clusters Score -1.417293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116101 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -14172944.000000 Penalty: 3806.199463
	Iteration 272Q: 3 clusters Score -1.417294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116114 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -14172921.000000 Penalty: 3806.199463
	Iteration 273Q: 3 clusters Score -1.417292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116122 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -14172948.000000 Penalty: 3806.199463
	Iteration 274Q: 3 clusters Score -1.417295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -14172943.000000 Penalty: 3806.199463
	Iteration 275Q: 3 clusters Score -1.417294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116132 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -14172946.000000 Penalty: 3806.199463
	Iteration 276Q: 3 clusters Score -1.417295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116135 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -14172939.000000 Penalty: 3806.199463
	Iteration 277Q: 3 clusters Score -1.417294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116137 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -14172941.000000 Penalty: 3806.199463
	Iteration 278Q: 3 clusters Score -1.417294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116138 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -14172938.000000 Penalty: 3806.199463
	Iteration 279Q: 3 clusters Score -1.417294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116138 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -14172939.000000 Penalty: 3806.199463
	Iteration 280F: 3 clusters Score -1.417294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116142 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -14172948.000000 Penalty: 3806.199463
	Iteration 281Q: 3 clusters Score -1.417295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116142 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -14172934.000000 Penalty: 3806.199463
	Iteration 282Q: 3 clusters Score -1.417293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116143 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -14172939.000000 Penalty: 3806.199463
	Iteration 283Q: 3 clusters Score -1.417294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116145 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -14172932.000000 Penalty: 3806.199463
	Iteration 284Q: 3 clusters Score -1.417293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116150 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -14172936.000000 Penalty: 3806.199463
	Iteration 285Q: 3 clusters Score -1.417294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -14172926.000000 Penalty: 3806.199463
	Iteration 286Q: 3 clusters Score -1.417293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116163 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -14172929.000000 Penalty: 3806.199463
	Iteration 287Q: 3 clusters Score -1.417293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116168 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -14172947.000000 Penalty: 3806.199463
	Iteration 288Q: 3 clusters Score -1.417295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116172 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -14172940.000000 Penalty: 3806.199463
	Iteration 289Q: 3 clusters Score -1.417294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116178 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -14172933.000000 Penalty: 3806.199463
	Iteration 290Q: 3 clusters Score -1.417293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -14172929.000000 Penalty: 3806.199463
	Iteration 291Q: 3 clusters Score -1.417293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116189 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -14172928.000000 Penalty: 3806.199463
	Iteration 292Q: 3 clusters Score -1.417293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116193 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -14172932.000000 Penalty: 3806.199463
	Iteration 293Q: 3 clusters Score -1.417293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -14172935.000000 Penalty: 3806.199463
	Iteration 294Q: 3 clusters Score -1.417294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116205 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -14172929.000000 Penalty: 3806.199463
	Iteration 295Q: 3 clusters Score -1.417293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -14172935.000000 Penalty: 3806.199463
	Iteration 296Q: 3 clusters Score -1.417294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116224 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -14172924.000000 Penalty: 3806.199463
	Iteration 297Q: 3 clusters Score -1.417292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -14172939.000000 Penalty: 3806.199463
	Iteration 298Q: 3 clusters Score -1.417294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -14172935.000000 Penalty: 3806.199463
	Iteration 299Q: 3 clusters Score -1.417294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116243 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -14172940.000000 Penalty: 3806.199463
	Iteration 300F: 3 clusters Score -1.417294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116247 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -14172917.000000 Penalty: 3806.199463
	Iteration 301Q: 3 clusters Score -1.417292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116252 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -14172924.000000 Penalty: 3806.199463
	Iteration 302Q: 3 clusters Score -1.417292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -14172926.000000 Penalty: 3806.199463
	Iteration 303Q: 3 clusters Score -1.417293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116262 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -14172938.000000 Penalty: 3806.199463
	Iteration 304Q: 3 clusters Score -1.417294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116270 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -14172938.000000 Penalty: 3806.199463
	Iteration 305Q: 3 clusters Score -1.417294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -14172947.000000 Penalty: 3806.199463
	Iteration 306Q: 3 clusters Score -1.417295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116289 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -14172944.000000 Penalty: 3806.199463
	Iteration 307Q: 3 clusters Score -1.417294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116304 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -14172947.000000 Penalty: 3806.199463
	Iteration 308Q: 3 clusters Score -1.417295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116321 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -14172964.000000 Penalty: 3806.199463
	Iteration 309Q: 3 clusters Score -1.417296e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116340 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -14172976.000000 Penalty: 3806.199463
	Iteration 310Q: 3 clusters Score -1.417298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116355 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -14172980.000000 Penalty: 3806.199463
	Iteration 311Q: 3 clusters Score -1.417298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116367 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -14172981.000000 Penalty: 3806.199463
	Iteration 312Q: 3 clusters Score -1.417298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116383 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -14172978.000000 Penalty: 3806.199463
	Iteration 313Q: 3 clusters Score -1.417298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116403 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -14172979.000000 Penalty: 3806.199463
	Iteration 314Q: 3 clusters Score -1.417298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116420 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -14172980.000000 Penalty: 3806.199463
	Iteration 315Q: 3 clusters Score -1.417298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116431 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -14172965.000000 Penalty: 3806.199463
	Iteration 316Q: 3 clusters Score -1.417296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116440 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -14172981.000000 Penalty: 3806.199463
	Iteration 317Q: 3 clusters Score -1.417298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -14172980.000000 Penalty: 3806.199463
	Iteration 318Q: 3 clusters Score -1.417298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116461 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -14172979.000000 Penalty: 3806.199463
	Iteration 319Q: 3 clusters Score -1.417298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116469 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -14172984.000000 Penalty: 3806.199463
	Iteration 320F: 3 clusters Score -1.417298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116476 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -14172990.000000 Penalty: 3806.199463
	Iteration 321Q: 3 clusters Score -1.417299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116483 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -14172983.000000 Penalty: 3806.199463
	Iteration 322Q: 3 clusters Score -1.417298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116495 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -14172979.000000 Penalty: 3806.199463
	Iteration 323Q: 3 clusters Score -1.417298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -14172990.000000 Penalty: 3806.199463
	Iteration 324Q: 3 clusters Score -1.417299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116527 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -14172980.000000 Penalty: 3806.199463
	Iteration 325Q: 3 clusters Score -1.417298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116549 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -14172983.000000 Penalty: 3806.199463
	Iteration 326Q: 3 clusters Score -1.417298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116571 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -14172966.000000 Penalty: 3806.199463
	Iteration 327Q: 3 clusters Score -1.417297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116588 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -14172979.000000 Penalty: 3806.199463
	Iteration 328Q: 3 clusters Score -1.417298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116602 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -14172988.000000 Penalty: 3806.199463
	Iteration 329Q: 3 clusters Score -1.417299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116615 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -14172992.000000 Penalty: 3806.199463
	Iteration 330Q: 3 clusters Score -1.417299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116627 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -14173004.000000 Penalty: 3806.199463
	Iteration 331Q: 3 clusters Score -1.4173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116643 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -14173000.000000 Penalty: 3806.199463
	Iteration 332Q: 3 clusters Score -1.4173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116652 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -14173008.000000 Penalty: 3806.199463
	Iteration 333Q: 3 clusters Score -1.417301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116661 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -14173007.000000 Penalty: 3806.199463
	Iteration 334Q: 3 clusters Score -1.417301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116668 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -14173017.000000 Penalty: 3806.199463
	Iteration 335Q: 3 clusters Score -1.417302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116676 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -14173004.000000 Penalty: 3806.199463
	Iteration 336Q: 3 clusters Score -1.4173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116683 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -14173019.000000 Penalty: 3806.199463
	Iteration 337Q: 3 clusters Score -1.417302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116693 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -14173028.000000 Penalty: 3806.199463
	Iteration 338Q: 3 clusters Score -1.417303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116701 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -14173022.000000 Penalty: 3806.199463
	Iteration 339Q: 3 clusters Score -1.417302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116705 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -14173026.000000 Penalty: 3806.199463
	Iteration 340F: 3 clusters Score -1.417303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116712 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -14173034.000000 Penalty: 3806.199463
	Iteration 341Q: 3 clusters Score -1.417303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116726 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -14173024.000000 Penalty: 3806.199463
	Iteration 342Q: 3 clusters Score -1.417302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116745 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -14173018.000000 Penalty: 3806.199463
	Iteration 343Q: 3 clusters Score -1.417302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116756 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -14173029.000000 Penalty: 3806.199463
	Iteration 344Q: 3 clusters Score -1.417303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116762 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -14173031.000000 Penalty: 3806.199463
	Iteration 345Q: 3 clusters Score -1.417303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116766 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -14173038.000000 Penalty: 3806.199463
	Iteration 346Q: 3 clusters Score -1.417304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -14173039.000000 Penalty: 3806.199463
	Iteration 347Q: 3 clusters Score -1.417304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116773 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -14173047.000000 Penalty: 3806.199463
	Iteration 348Q: 3 clusters Score -1.417305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116773 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -14173037.000000 Penalty: 3806.199463
	Iteration 349Q: 3 clusters Score -1.417304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116772 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -14173042.000000 Penalty: 3806.199463
	Iteration 350Q: 3 clusters Score -1.417304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116772 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -14173042.000000 Penalty: 3806.199463
	Iteration 351F: 3 clusters Score -1.417304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (75938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Entering Unmasked Estep 
Score: -8829158.000000 Penalty: 1826.121826
	Iteration 0F: 2 clusters Score -8829158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -8778826.000000 Penalty: 3652.243652
	Iteration 0F: 3 clusters Score -8778826 nChanged 35881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -8799620.000000 Penalty: 3652.243652
	Iteration 1F: 3 clusters Score -8799620 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -8800532.000000 Penalty: 3652.243652
	Iteration 2Q: 3 clusters Score -8800532 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -8801669.000000 Penalty: 3652.243652
	Iteration 3Q: 3 clusters Score -8801669 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -8803236.000000 Penalty: 3652.243652
	Iteration 4Q: 3 clusters Score -8803236 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -8805508.000000 Penalty: 3652.243652
	Iteration 5F: 3 clusters Score -8805508 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -8808372.000000 Penalty: 3652.243652
	Iteration 6F: 3 clusters Score -8808372 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -8811861.000000 Penalty: 3652.243652
	Iteration 7F: 3 clusters Score -8811861 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -8815453.000000 Penalty: 3652.243652
	Iteration 8F: 3 clusters Score -8815453 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -8818193.000000 Penalty: 3652.243652
	Iteration 9F: 3 clusters Score -8818193 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -8819884.000000 Penalty: 3652.243652
	Iteration 10Q: 3 clusters Score -8819884 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -8820932.000000 Penalty: 3652.243652
	Iteration 11Q: 3 clusters Score -8820932 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -8821721.000000 Penalty: 3652.243652
	Iteration 12Q: 3 clusters Score -8821721 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -8822479.000000 Penalty: 3652.243652
	Iteration 13Q: 3 clusters Score -8822479 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -8823149.000000 Penalty: 3652.243652
	Iteration 14Q: 3 clusters Score -8823149 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -8823826.000000 Penalty: 3652.243652
	Iteration 15Q: 3 clusters Score -8823826 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -8824365.000000 Penalty: 3652.243652
	Iteration 16Q: 3 clusters Score -8824365 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -8824885.000000 Penalty: 3652.243652
	Iteration 17Q: 3 clusters Score -8824885 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -8825413.000000 Penalty: 3652.243652
	Iteration 18Q: 3 clusters Score -8825413 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -8825888.000000 Penalty: 3652.243652
	Iteration 19Q: 3 clusters Score -8825888 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -8826279.000000 Penalty: 3652.243652
	Iteration 20F: 3 clusters Score -8826279 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -8826615.000000 Penalty: 3652.243652
	Iteration 21Q: 3 clusters Score -8826615 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -8826909.000000 Penalty: 3652.243652
	Iteration 22Q: 3 clusters Score -8826909 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -8827171.000000 Penalty: 3652.243652
	Iteration 23Q: 3 clusters Score -8827171 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -8827292.000000 Penalty: 3652.243652
	Iteration 24Q: 3 clusters Score -8827292 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -8827409.000000 Penalty: 3652.243652
	Iteration 25Q: 3 clusters Score -8827409 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 70521 members 
Entering Unmasked Estep 
Score: -8827504.000000 Penalty: 3652.243652
	Iteration 26Q: 3 clusters Score -8827504 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -8827583.000000 Penalty: 3652.243652
	Iteration 27Q: 3 clusters Score -8827583 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -8827595.000000 Penalty: 3652.243652
	Iteration 28Q: 3 clusters Score -8827595 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -8827643.000000 Penalty: 3652.243652
	Iteration 29Q: 3 clusters Score -8827643 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -8827675.000000 Penalty: 3652.243652
	Iteration 30Q: 3 clusters Score -8827675 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -8827704.000000 Penalty: 3652.243652
	Iteration 31Q: 3 clusters Score -8827704 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -8827708.000000 Penalty: 3652.243652
	Iteration 32Q: 3 clusters Score -8827708 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
Score: -8827742.000000 Penalty: 3652.243652
	Iteration 33Q: 3 clusters Score -8827742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -8827781.000000 Penalty: 3652.243652
	Iteration 34Q: 3 clusters Score -8827781 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -8827777.000000 Penalty: 3652.243652
	Iteration 35Q: 3 clusters Score -8827777 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -8827808.000000 Penalty: 3652.243652
	Iteration 36Q: 3 clusters Score -8827808 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 72586 members 
Entering Unmasked Estep 
Score: -8827838.000000 Penalty: 3652.243652
	Iteration 37Q: 3 clusters Score -8827838 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -8827859.000000 Penalty: 3652.243652
	Iteration 38Q: 3 clusters Score -8827859 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -8827893.000000 Penalty: 3652.243652
	Iteration 39Q: 3 clusters Score -8827893 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -8827919.000000 Penalty: 3652.243652
	Iteration 40F: 3 clusters Score -8827919 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -8827925.000000 Penalty: 3652.243652
	Iteration 41Q: 3 clusters Score -8827925 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -8827959.000000 Penalty: 3652.243652
	Iteration 42Q: 3 clusters Score -8827959 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -8827976.000000 Penalty: 3652.243652
	Iteration 43Q: 3 clusters Score -8827976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 73162 members 
Entering Unmasked Estep 
Score: -8827968.000000 Penalty: 3652.243652
	Iteration 44Q: 3 clusters Score -8827968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -8827996.000000 Penalty: 3652.243652
	Iteration 45Q: 3 clusters Score -8827996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -8828009.000000 Penalty: 3652.243652
	Iteration 46Q: 3 clusters Score -8828009 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -8828054.000000 Penalty: 3652.243652
	Iteration 47Q: 3 clusters Score -8828054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -8828076.000000 Penalty: 3652.243652
	Iteration 48Q: 3 clusters Score -8828076 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -8828113.000000 Penalty: 3652.243652
	Iteration 49Q: 3 clusters Score -8828113 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -8828199.000000 Penalty: 3652.243652
	Iteration 50Q: 3 clusters Score -8828199 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -8828218.000000 Penalty: 3652.243652
	Iteration 51Q: 3 clusters Score -8828218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -8828265.000000 Penalty: 3652.243652
	Iteration 52Q: 3 clusters Score -8828265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -8828291.000000 Penalty: 3652.243652
	Iteration 53Q: 3 clusters Score -8828291 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -8828319.000000 Penalty: 3652.243652
	Iteration 54Q: 3 clusters Score -8828319 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -8828346.000000 Penalty: 3652.243652
	Iteration 55Q: 3 clusters Score -8828346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -8828366.000000 Penalty: 3652.243652
	Iteration 56Q: 3 clusters Score -8828366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -8828400.000000 Penalty: 3652.243652
	Iteration 57Q: 3 clusters Score -8828400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -8828406.000000 Penalty: 3652.243652
	Iteration 58Q: 3 clusters Score -8828406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -8828423.000000 Penalty: 3652.243652
	Iteration 59Q: 3 clusters Score -8828423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -8828441.000000 Penalty: 3652.243652
	Iteration 60F: 3 clusters Score -8828441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -8828451.000000 Penalty: 3652.243652
	Iteration 61Q: 3 clusters Score -8828451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -8828457.000000 Penalty: 3652.243652
	Iteration 62Q: 3 clusters Score -8828457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -8828452.000000 Penalty: 3652.243652
	Iteration 63Q: 3 clusters Score -8828452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -8828455.000000 Penalty: 3652.243652
	Iteration 64Q: 3 clusters Score -8828455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -8828459.000000 Penalty: 3652.243652
	Iteration 65Q: 3 clusters Score -8828459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 74080 members 
Entering Unmasked Estep 
Score: -8828470.000000 Penalty: 3652.243652
	Iteration 66Q: 3 clusters Score -8828470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -8828472.000000 Penalty: 3652.243652
	Iteration 67Q: 3 clusters Score -8828472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -8828468.000000 Penalty: 3652.243652
	Iteration 68Q: 3 clusters Score -8828468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -8828466.000000 Penalty: 3652.243652
	Iteration 69Q: 3 clusters Score -8828466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -8828467.000000 Penalty: 3652.243652
	Iteration 70Q: 3 clusters Score -8828467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 74103 members 
Entering Unmasked Estep 
Score: -8828467.000000 Penalty: 3652.243652
	Iteration 71Q: 3 clusters Score -8828467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -8828473.000000 Penalty: 3652.243652
	Iteration 72Q: 3 clusters Score -8828473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -8828474.000000 Penalty: 3652.243652
	Iteration 73Q: 3 clusters Score -8828474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -8828466.000000 Penalty: 3652.243652
	Iteration 74Q: 3 clusters Score -8828466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -8828473.000000 Penalty: 3652.243652
	Iteration 75Q: 3 clusters Score -8828473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -8828482.000000 Penalty: 3652.243652
	Iteration 76Q: 3 clusters Score -8828482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -8828491.000000 Penalty: 3652.243652
	Iteration 77Q: 3 clusters Score -8828491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -8828493.000000 Penalty: 3652.243652
	Iteration 78Q: 3 clusters Score -8828493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -8828486.000000 Penalty: 3652.243652
	Iteration 79Q: 3 clusters Score -8828486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -8828497.000000 Penalty: 3652.243652
	Iteration 80F: 3 clusters Score -8828497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -8828491.000000 Penalty: 3652.243652
	Iteration 81Q: 3 clusters Score -8828491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 74191 members 
Entering Unmasked Estep 
Score: -8828488.000000 Penalty: 3652.243652
	Iteration 82Q: 3 clusters Score -8828488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 74191 members 
Entering Unmasked Estep 
Score: -8828492.000000 Penalty: 3652.243652
	Iteration 83Q: 3 clusters Score -8828492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -8828498.000000 Penalty: 3652.243652
	Iteration 84Q: 3 clusters Score -8828498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -8828497.000000 Penalty: 3652.243652
	Iteration 85Q: 3 clusters Score -8828497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -8828494.000000 Penalty: 3652.243652
	Iteration 86Q: 3 clusters Score -8828494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -8828496.000000 Penalty: 3652.243652
	Iteration 87Q: 3 clusters Score -8828496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -8828492.000000 Penalty: 3652.243652
	Iteration 88Q: 3 clusters Score -8828492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -8828494.000000 Penalty: 3652.243652
	Iteration 89Q: 3 clusters Score -8828494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -8828486.000000 Penalty: 3652.243652
	Iteration 90Q: 3 clusters Score -8828486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -8828480.000000 Penalty: 3652.243652
	Iteration 91Q: 3 clusters Score -8828480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -8828478.000000 Penalty: 3652.243652
	Iteration 92Q: 3 clusters Score -8828478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -8828484.000000 Penalty: 3652.243652
	Iteration 93Q: 3 clusters Score -8828484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -8828484.000000 Penalty: 3652.243652
	Iteration 94F: 3 clusters Score -8828484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Entering Unmasked Estep 
Score: -3214688.750000 Penalty: 1663.569336
	Iteration 0F: 2 clusters Score -3214689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3195911.000000 Penalty: 3327.138672
	Iteration 0F: 3 clusters Score -3195911 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3203326.750000 Penalty: 3327.138672
	Iteration 1F: 3 clusters Score -3203327 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3204277.250000 Penalty: 3327.138672
	Iteration 2F: 3 clusters Score -3204277 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3205544.000000 Penalty: 3327.138672
	Iteration 3F: 3 clusters Score -3205544 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -3207085.250000 Penalty: 3327.138672
	Iteration 4F: 3 clusters Score -3207085 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3208976.750000 Penalty: 3327.138672
	Iteration 5F: 3 clusters Score -3208977 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3210999.000000 Penalty: 3327.138672
	Iteration 6F: 3 clusters Score -3210999 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3212747.250000 Penalty: 3327.138672
	Iteration 7F: 3 clusters Score -3212747 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3213936.250000 Penalty: 3327.138672
	Iteration 8F: 3 clusters Score -3213936 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3214651.000000 Penalty: 3327.138672
	Iteration 9Q: 3 clusters Score -3214651 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -3215103.250000 Penalty: 3327.138672
	Iteration 10Q: 3 clusters Score -3215103 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3215403.000000 Penalty: 3327.138672
	Iteration 11Q: 3 clusters Score -3215403 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3215553.250000 Penalty: 3327.138672
	Iteration 12Q: 3 clusters Score -3215553 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3215686.000000 Penalty: 3327.138672
	Iteration 13Q: 3 clusters Score -3215686 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3215788.250000 Penalty: 3327.138672
	Iteration 14Q: 3 clusters Score -3215788 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3215871.000000 Penalty: 3327.138672
	Iteration 15Q: 3 clusters Score -3215871 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3215949.750000 Penalty: 3327.138672
	Iteration 16Q: 3 clusters Score -3215950 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3216026.000000 Penalty: 3327.138672
	Iteration 17Q: 3 clusters Score -3216026 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3216077.750000 Penalty: 3327.138672
	Iteration 18Q: 3 clusters Score -3216078 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3216139.750000 Penalty: 3327.138672
	Iteration 19Q: 3 clusters Score -3216140 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3216185.000000 Penalty: 3327.138672
	Iteration 20F: 3 clusters Score -3216185 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3216208.750000 Penalty: 3327.138672
	Iteration 21Q: 3 clusters Score -3216209 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3216234.750000 Penalty: 3327.138672
	Iteration 22Q: 3 clusters Score -3216235 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -3216254.500000 Penalty: 3327.138672
	Iteration 23Q: 3 clusters Score -3216254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3216258.000000 Penalty: 3327.138672
	Iteration 24Q: 3 clusters Score -3216258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3216258.250000 Penalty: 3327.138672
	Iteration 25Q: 3 clusters Score -3216258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3216273.250000 Penalty: 3327.138672
	Iteration 26Q: 3 clusters Score -3216273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3216273.750000 Penalty: 3327.138672
	Iteration 27Q: 3 clusters Score -3216274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3216268.750000 Penalty: 3327.138672
	Iteration 28Q: 3 clusters Score -3216269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3216275.250000 Penalty: 3327.138672
	Iteration 29Q: 3 clusters Score -3216275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3216272.750000 Penalty: 3327.138672
	Iteration 30Q: 3 clusters Score -3216273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3216273.000000 Penalty: 3327.138672
	Iteration 31Q: 3 clusters Score -3216273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3216273.250000 Penalty: 3327.138672
	Iteration 32Q: 3 clusters Score -3216273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3216272.250000 Penalty: 3327.138672
	Iteration 33Q: 3 clusters Score -3216272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3216272.250000 Penalty: 3327.138672
	Iteration 34F: 3 clusters Score -3216272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 121952 members 
Mstep: Class 3 contains 75938 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 28042 members 
Mstep: Class 8 contains 7310 members 
Mstep: Class 9 contains 24641 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 11 contains 12442 members 
Mstep: Class 12 contains 125170 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 116232 members 
Mstep: Class 15 contains 165028 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 25494 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 13299 members 
Entering Unmasked Estep 
Score: -86109368.000000 Penalty: 41805.562500
Splitting cluster 4 changes total score from -86107504.000000 to -86109368.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -292332.625000 Penalty: 1282.219727
	Iteration 0F: 2 clusters Score -292332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289870.031250 Penalty: 2564.439453
	Iteration 0F: 3 clusters Score -289870 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -290597.156250 Penalty: 2564.439453
	Iteration 1F: 3 clusters Score -290597.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -290909.687500 Penalty: 2564.439453
	Iteration 2F: 3 clusters Score -290909.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -291165.000000 Penalty: 2564.439453
	Iteration 3F: 3 clusters Score -291165 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -291342.781250 Penalty: 2564.439453
	Iteration 4F: 3 clusters Score -291342.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -291483.625000 Penalty: 2564.439453
	Iteration 5F: 3 clusters Score -291483.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -291565.500000 Penalty: 2564.439453
	Iteration 6Q: 3 clusters Score -291565.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -291606.437500 Penalty: 2564.439453
	Iteration 7Q: 3 clusters Score -291606.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -291626.625000 Penalty: 2564.439453
	Iteration 8Q: 3 clusters Score -291626.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -291640.468750 Penalty: 2564.439453
	Iteration 9Q: 3 clusters Score -291640.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -291650.781250 Penalty: 2564.439453
	Iteration 10Q: 3 clusters Score -291650.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -291658.187500 Penalty: 2564.439453
	Iteration 11Q: 3 clusters Score -291658.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -291666.187500 Penalty: 2564.439453
	Iteration 12Q: 3 clusters Score -291666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -291670.750000 Penalty: 2564.439453
	Iteration 13Q: 3 clusters Score -291670.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -291677.750000 Penalty: 2564.439453
	Iteration 14Q: 3 clusters Score -291677.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -291683.156250 Penalty: 2564.439453
	Iteration 15Q: 3 clusters Score -291683.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -291684.875000 Penalty: 2564.439453
	Iteration 16Q: 3 clusters Score -291684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -291687.468750 Penalty: 2564.439453
	Iteration 17Q: 3 clusters Score -291687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -291688.062500 Penalty: 2564.439453
	Iteration 18Q: 3 clusters Score -291688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -291688.562500 Penalty: 2564.439453
	Iteration 19Q: 3 clusters Score -291688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -291690.562500 Penalty: 2564.439453
	Iteration 20F: 3 clusters Score -291690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -291691.437500 Penalty: 2564.439453
	Iteration 21Q: 3 clusters Score -291691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -291692.843750 Penalty: 2564.439453
	Iteration 22Q: 3 clusters Score -291692.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -291695.625000 Penalty: 2564.439453
	Iteration 23Q: 3 clusters Score -291695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -291697.312500 Penalty: 2564.439453
	Iteration 24Q: 3 clusters Score -291697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -291700.687500 Penalty: 2564.439453
	Iteration 25Q: 3 clusters Score -291700.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -291703.000000 Penalty: 2564.439453
	Iteration 26Q: 3 clusters Score -291703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -291705.437500 Penalty: 2564.439453
	Iteration 27Q: 3 clusters Score -291705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -291705.156250 Penalty: 2564.439453
	Iteration 28Q: 3 clusters Score -291705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -291706.312500 Penalty: 2564.439453
	Iteration 29Q: 3 clusters Score -291706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -291706.718750 Penalty: 2564.439453
	Iteration 30Q: 3 clusters Score -291706.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -291706.718750 Penalty: 2564.439453
	Iteration 31F: 3 clusters Score -291706.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -50871.863281 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -50871.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50052.074219 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -50052.07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -51040.464844 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -51040.46 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51695.039062 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -51695.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52230.628906 Penalty: 2075.735840
	Iteration 3F: 3 clusters Score -52230.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52621.207031 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -52621.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52728.363281 Penalty: 2075.735840
	Iteration 5F: 3 clusters Score -52728.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52765.308594 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -52765.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52794.054688 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -52794.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52835.746094 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -52835.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -52870.171875 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -52870.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -52909.437500 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -52909.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52960.312500 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -52960.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -53057.878906 Penalty: 2075.735840
	Iteration 12F: 3 clusters Score -53057.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -53109.402344 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -53109.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -53124.148438 Penalty: 2075.735840
	Iteration 14Q: 3 clusters Score -53124.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -53124.148438 Penalty: 2075.735840
	Iteration 15F: 3 clusters Score -53124.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 121952 members 
Mstep: Class 3 contains 75938 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 129 members 
Mstep: Class 7 contains 28042 members 
Mstep: Class 8 contains 7310 members 
Mstep: Class 9 contains 24641 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 11 contains 12442 members 
Mstep: Class 12 contains 125170 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 116232 members 
Mstep: Class 15 contains 165028 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 25494 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 13299 members 
Mstep: Class 20 contains 465 members 
Entering Unmasked Estep 
Score: -86110456.000000 Penalty: 44005.855469
Splitting cluster 6 changes total score from -86107504.000000 to -86110456.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (28042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Entering Unmasked Estep 
Score: -3244688.250000 Penalty: 1664.237061
	Iteration 0F: 2 clusters Score -3244688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3225777.250000 Penalty: 3328.474121
	Iteration 0F: 3 clusters Score -3225777 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3233405.500000 Penalty: 3328.474121
	Iteration 1F: 3 clusters Score -3233406 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3234709.500000 Penalty: 3328.474121
	Iteration 2F: 3 clusters Score -3234710 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3236546.000000 Penalty: 3328.474121
	Iteration 3F: 3 clusters Score -3236546 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3238766.500000 Penalty: 3328.474121
	Iteration 4F: 3 clusters Score -3238766 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3240814.500000 Penalty: 3328.474121
	Iteration 5F: 3 clusters Score -3240814 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3242235.750000 Penalty: 3328.474121
	Iteration 6F: 3 clusters Score -3242236 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3243174.750000 Penalty: 3328.474121
	Iteration 7F: 3 clusters Score -3243175 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3243784.750000 Penalty: 3328.474121
	Iteration 8Q: 3 clusters Score -3243785 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3244253.750000 Penalty: 3328.474121
	Iteration 9Q: 3 clusters Score -3244254 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3244593.250000 Penalty: 3328.474121
	Iteration 10Q: 3 clusters Score -3244593 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3244781.250000 Penalty: 3328.474121
	Iteration 11Q: 3 clusters Score -3244781 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3244879.250000 Penalty: 3328.474121
	Iteration 12Q: 3 clusters Score -3244879 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3244928.750000 Penalty: 3328.474121
	Iteration 13Q: 3 clusters Score -3244929 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -3244950.500000 Penalty: 3328.474121
	Iteration 14Q: 3 clusters Score -3244950 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3244960.000000 Penalty: 3328.474121
	Iteration 15Q: 3 clusters Score -3244960 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3244982.000000 Penalty: 3328.474121
	Iteration 16Q: 3 clusters Score -3244982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3244993.750000 Penalty: 3328.474121
	Iteration 17Q: 3 clusters Score -3244994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3244994.250000 Penalty: 3328.474121
	Iteration 18Q: 3 clusters Score -3244994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3244989.750000 Penalty: 3328.474121
	Iteration 19Q: 3 clusters Score -3244990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3244997.500000 Penalty: 3328.474121
	Iteration 20F: 3 clusters Score -3244998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3245007.750000 Penalty: 3328.474121
	Iteration 21Q: 3 clusters Score -3245008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3245010.000000 Penalty: 3328.474121
	Iteration 22Q: 3 clusters Score -3245010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3245007.500000 Penalty: 3328.474121
	Iteration 23Q: 3 clusters Score -3245008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -3245009.500000 Penalty: 3328.474121
	Iteration 24Q: 3 clusters Score -3245010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3245010.000000 Penalty: 3328.474121
	Iteration 25Q: 3 clusters Score -3245010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3245014.000000 Penalty: 3328.474121
	Iteration 26Q: 3 clusters Score -3245014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3245009.750000 Penalty: 3328.474121
	Iteration 27Q: 3 clusters Score -3245010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3245012.000000 Penalty: 3328.474121
	Iteration 28Q: 3 clusters Score -3245012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3245012.000000 Penalty: 3328.474121
	Iteration 29F: 3 clusters Score -3245012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 121952 members 
Mstep: Class 3 contains 75938 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 129 members 
Mstep: Class 7 contains 16329 members 
Mstep: Class 8 contains 7310 members 
Mstep: Class 9 contains 24641 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 11 contains 12442 members 
Mstep: Class 12 contains 125170 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 116232 members 
Mstep: Class 15 contains 165028 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 25494 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 13299 members 
Mstep: Class 20 contains 465 members 
Mstep: Class 21 contains 11713 members 
Entering Unmasked Estep 
Score: -86110184.000000 Penalty: 46206.148438
Splitting cluster 7 changes total score from -86107504.000000 to -86110184.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (7310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Entering Unmasked Estep 
Score: -825897.687500 Penalty: 1445.762207
	Iteration 0F: 2 clusters Score -825897.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -820453.812500 Penalty: 2891.524414
	Iteration 0F: 3 clusters Score -820453.8 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -822115.562500 Penalty: 2891.524414
	Iteration 1F: 3 clusters Score -822115.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -822449.625000 Penalty: 2891.524414
	Iteration 2F: 3 clusters Score -822449.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -822782.875000 Penalty: 2891.524414
	Iteration 3F: 3 clusters Score -822782.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -823194.312500 Penalty: 2891.524414
	Iteration 4F: 3 clusters Score -823194.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -823702.250000 Penalty: 2891.524414
	Iteration 5F: 3 clusters Score -823702.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -824146.875000 Penalty: 2891.524414
	Iteration 6F: 3 clusters Score -824146.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -824460.687500 Penalty: 2891.524414
	Iteration 7F: 3 clusters Score -824460.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -824633.312500 Penalty: 2891.524414
	Iteration 8Q: 3 clusters Score -824633.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -824751.687500 Penalty: 2891.524414
	Iteration 9Q: 3 clusters Score -824751.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -824846.000000 Penalty: 2891.524414
	Iteration 10Q: 3 clusters Score -824846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -824915.812500 Penalty: 2891.524414
	Iteration 11Q: 3 clusters Score -824915.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -824978.187500 Penalty: 2891.524414
	Iteration 12Q: 3 clusters Score -824978.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -825022.062500 Penalty: 2891.524414
	Iteration 13Q: 3 clusters Score -825022.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -825058.000000 Penalty: 2891.524414
	Iteration 14Q: 3 clusters Score -825058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -825082.812500 Penalty: 2891.524414
	Iteration 15Q: 3 clusters Score -825082.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -825100.562500 Penalty: 2891.524414
	Iteration 16Q: 3 clusters Score -825100.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -825113.250000 Penalty: 2891.524414
	Iteration 17Q: 3 clusters Score -825113.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -825121.687500 Penalty: 2891.524414
	Iteration 18Q: 3 clusters Score -825121.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -825133.187500 Penalty: 2891.524414
	Iteration 19Q: 3 clusters Score -825133.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -825144.562500 Penalty: 2891.524414
	Iteration 20F: 3 clusters Score -825144.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -825153.500000 Penalty: 2891.524414
	Iteration 21Q: 3 clusters Score -825153.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -825166.062500 Penalty: 2891.524414
	Iteration 22Q: 3 clusters Score -825166.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -825173.062500 Penalty: 2891.524414
	Iteration 23Q: 3 clusters Score -825173.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -825179.125000 Penalty: 2891.524414
	Iteration 24Q: 3 clusters Score -825179.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -825181.875000 Penalty: 2891.524414
	Iteration 25Q: 3 clusters Score -825181.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -825187.187500 Penalty: 2891.524414
	Iteration 26Q: 3 clusters Score -825187.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -825189.625000 Penalty: 2891.524414
	Iteration 27Q: 3 clusters Score -825189.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -825193.562500 Penalty: 2891.524414
	Iteration 28Q: 3 clusters Score -825193.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -825195.562500 Penalty: 2891.524414
	Iteration 29Q: 3 clusters Score -825195.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -825198.625000 Penalty: 2891.524414
	Iteration 30Q: 3 clusters Score -825198.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -825200.062500 Penalty: 2891.524414
	Iteration 31Q: 3 clusters Score -825200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -825200.062500 Penalty: 2891.524414
	Iteration 32Q: 3 clusters Score -825200.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -825201.562500 Penalty: 2891.524414
	Iteration 33Q: 3 clusters Score -825201.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -825203.312500 Penalty: 2891.524414
	Iteration 34Q: 3 clusters Score -825203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -825204.437500 Penalty: 2891.524414
	Iteration 35Q: 3 clusters Score -825204.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -825208.437500 Penalty: 2891.524414
	Iteration 36Q: 3 clusters Score -825208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -825210.062500 Penalty: 2891.524414
	Iteration 37Q: 3 clusters Score -825210.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -825210.000000 Penalty: 2891.524414
	Iteration 38Q: 3 clusters Score -825210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -825211.750000 Penalty: 2891.524414
	Iteration 39Q: 3 clusters Score -825211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -825209.750000 Penalty: 2891.524414
	Iteration 40F: 3 clusters Score -825209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -825212.062500 Penalty: 2891.524414
	Iteration 41Q: 3 clusters Score -825212.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -825214.312500 Penalty: 2891.524414
	Iteration 42Q: 3 clusters Score -825214.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -825216.312500 Penalty: 2891.524414
	Iteration 43Q: 3 clusters Score -825216.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -825218.687500 Penalty: 2891.524414
	Iteration 44Q: 3 clusters Score -825218.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -825221.000000 Penalty: 2891.524414
	Iteration 45Q: 3 clusters Score -825221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -825222.187500 Penalty: 2891.524414
	Iteration 46Q: 3 clusters Score -825222.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -825224.812500 Penalty: 2891.524414
	Iteration 47Q: 3 clusters Score -825224.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -825226.375000 Penalty: 2891.524414
	Iteration 48Q: 3 clusters Score -825226.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -825228.500000 Penalty: 2891.524414
	Iteration 49Q: 3 clusters Score -825228.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -825229.375000 Penalty: 2891.524414
	Iteration 50Q: 3 clusters Score -825229.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -825231.687500 Penalty: 2891.524414
	Iteration 51Q: 3 clusters Score -825231.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -825232.562500 Penalty: 2891.524414
	Iteration 52Q: 3 clusters Score -825232.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -825235.000000 Penalty: 2891.524414
	Iteration 53Q: 3 clusters Score -825235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -825235.750000 Penalty: 2891.524414
	Iteration 54Q: 3 clusters Score -825235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -825235.687500 Penalty: 2891.524414
	Iteration 55Q: 3 clusters Score -825235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -825237.687500 Penalty: 2891.524414
	Iteration 56Q: 3 clusters Score -825237.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -825239.687500 Penalty: 2891.524414
	Iteration 57Q: 3 clusters Score -825239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -825240.500000 Penalty: 2891.524414
	Iteration 58Q: 3 clusters Score -825240.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -825238.437500 Penalty: 2891.524414
	Iteration 59Q: 3 clusters Score -825238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -825239.187500 Penalty: 2891.524414
	Iteration 60F: 3 clusters Score -825239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -825238.812500 Penalty: 2891.524414
	Iteration 61Q: 3 clusters Score -825238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -825239.750000 Penalty: 2891.524414
	Iteration 62Q: 3 clusters Score -825239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -825240.687500 Penalty: 2891.524414
	Iteration 63Q: 3 clusters Score -825240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -825239.687500 Penalty: 2891.524414
	Iteration 64Q: 3 clusters Score -825239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -825239.812500 Penalty: 2891.524414
	Iteration 65Q: 3 clusters Score -825239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -825241.312500 Penalty: 2891.524414
	Iteration 66Q: 3 clusters Score -825241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -825241.187500 Penalty: 2891.524414
	Iteration 67Q: 3 clusters Score -825241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -825243.375000 Penalty: 2891.524414
	Iteration 68Q: 3 clusters Score -825243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -825241.187500 Penalty: 2891.524414
	Iteration 69Q: 3 clusters Score -825241.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -825243.250000 Penalty: 2891.524414
	Iteration 70Q: 3 clusters Score -825243.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -825246.625000 Penalty: 2891.524414
	Iteration 71Q: 3 clusters Score -825246.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -825245.437500 Penalty: 2891.524414
	Iteration 72Q: 3 clusters Score -825245.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -825247.937500 Penalty: 2891.524414
	Iteration 73Q: 3 clusters Score -825247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -825248.937500 Penalty: 2891.524414
	Iteration 74Q: 3 clusters Score -825248.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -825249.062500 Penalty: 2891.524414
	Iteration 75Q: 3 clusters Score -825249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -825249.937500 Penalty: 2891.524414
	Iteration 76Q: 3 clusters Score -825249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -825249.062500 Penalty: 2891.524414
	Iteration 77Q: 3 clusters Score -825249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -825250.750000 Penalty: 2891.524414
	Iteration 78Q: 3 clusters Score -825250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -825249.562500 Penalty: 2891.524414
	Iteration 79Q: 3 clusters Score -825249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -825248.500000 Penalty: 2891.524414
	Iteration 80F: 3 clusters Score -825248.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -825250.562500 Penalty: 2891.524414
	Iteration 81Q: 3 clusters Score -825250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -825252.937500 Penalty: 2891.524414
	Iteration 82Q: 3 clusters Score -825252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -825251.750000 Penalty: 2891.524414
	Iteration 83Q: 3 clusters Score -825251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -825252.250000 Penalty: 2891.524414
	Iteration 84Q: 3 clusters Score -825252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -825253.187500 Penalty: 2891.524414
	Iteration 85Q: 3 clusters Score -825253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -825253.125000 Penalty: 2891.524414
	Iteration 86Q: 3 clusters Score -825253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -825254.312500 Penalty: 2891.524414
	Iteration 87Q: 3 clusters Score -825254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -825253.875000 Penalty: 2891.524414
	Iteration 88Q: 3 clusters Score -825253.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -825253.875000 Penalty: 2891.524414
	Iteration 89F: 3 clusters Score -825253.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Entering Unmasked Estep 
Score: -2820977.750000 Penalty: 1643.227173
	Iteration 0F: 2 clusters Score -2820978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2804463.500000 Penalty: 3286.454346
	Iteration 0F: 3 clusters Score -2804464 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2810544.500000 Penalty: 3286.454346
	Iteration 1F: 3 clusters Score -2810544 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2811030.500000 Penalty: 3286.454346
	Iteration 2Q: 3 clusters Score -2811030 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2811608.000000 Penalty: 3286.454346
	Iteration 3F: 3 clusters Score -2811608 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2812393.750000 Penalty: 3286.454346
	Iteration 4F: 3 clusters Score -2812394 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2813479.250000 Penalty: 3286.454346
	Iteration 5F: 3 clusters Score -2813479 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2814914.750000 Penalty: 3286.454346
	Iteration 6F: 3 clusters Score -2814915 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2816485.250000 Penalty: 3286.454346
	Iteration 7F: 3 clusters Score -2816485 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2817928.000000 Penalty: 3286.454346
	Iteration 8Q: 3 clusters Score -2817928 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2818781.250000 Penalty: 3286.454346
	Iteration 9Q: 3 clusters Score -2818781 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2819108.500000 Penalty: 3286.454346
	Iteration 10Q: 3 clusters Score -2819108 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2819266.000000 Penalty: 3286.454346
	Iteration 11Q: 3 clusters Score -2819266 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2819320.750000 Penalty: 3286.454346
	Iteration 12Q: 3 clusters Score -2819321 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2819358.250000 Penalty: 3286.454346
	Iteration 13Q: 3 clusters Score -2819358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2819385.250000 Penalty: 3286.454346
	Iteration 14Q: 3 clusters Score -2819385 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2819412.000000 Penalty: 3286.454346
	Iteration 15Q: 3 clusters Score -2819412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2819413.500000 Penalty: 3286.454346
	Iteration 16Q: 3 clusters Score -2819414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2819427.250000 Penalty: 3286.454346
	Iteration 17Q: 3 clusters Score -2819427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2819421.750000 Penalty: 3286.454346
	Iteration 18Q: 3 clusters Score -2819422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2819428.750000 Penalty: 3286.454346
	Iteration 19Q: 3 clusters Score -2819429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2819427.250000 Penalty: 3286.454346
	Iteration 20F: 3 clusters Score -2819427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2819428.250000 Penalty: 3286.454346
	Iteration 21Q: 3 clusters Score -2819428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2819430.500000 Penalty: 3286.454346
	Iteration 22Q: 3 clusters Score -2819430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2819436.000000 Penalty: 3286.454346
	Iteration 23Q: 3 clusters Score -2819436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2819437.500000 Penalty: 3286.454346
	Iteration 24Q: 3 clusters Score -2819438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2819439.750000 Penalty: 3286.454346
	Iteration 25Q: 3 clusters Score -2819440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2819441.500000 Penalty: 3286.454346
	Iteration 26Q: 3 clusters Score -2819442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2819447.750000 Penalty: 3286.454346
	Iteration 27Q: 3 clusters Score -2819448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2819449.000000 Penalty: 3286.454346
	Iteration 28Q: 3 clusters Score -2819449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2819449.250000 Penalty: 3286.454346
	Iteration 29Q: 3 clusters Score -2819449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2819447.250000 Penalty: 3286.454346
	Iteration 30Q: 3 clusters Score -2819447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2819444.250000 Penalty: 3286.454346
	Iteration 31Q: 3 clusters Score -2819444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2819445.750000 Penalty: 3286.454346
	Iteration 32Q: 3 clusters Score -2819446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2819443.750000 Penalty: 3286.454346
	Iteration 33Q: 3 clusters Score -2819444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2819446.000000 Penalty: 3286.454346
	Iteration 34Q: 3 clusters Score -2819446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2819447.750000 Penalty: 3286.454346
	Iteration 35Q: 3 clusters Score -2819448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2819450.500000 Penalty: 3286.454346
	Iteration 36Q: 3 clusters Score -2819450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2819450.000000 Penalty: 3286.454346
	Iteration 37Q: 3 clusters Score -2819450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2819449.750000 Penalty: 3286.454346
	Iteration 38Q: 3 clusters Score -2819450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2819454.750000 Penalty: 3286.454346
	Iteration 39Q: 3 clusters Score -2819455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2819453.500000 Penalty: 3286.454346
	Iteration 40F: 3 clusters Score -2819454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2819446.000000 Penalty: 3286.454346
	Iteration 41Q: 3 clusters Score -2819446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2819445.500000 Penalty: 3286.454346
	Iteration 42Q: 3 clusters Score -2819446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2819452.250000 Penalty: 3286.454346
	Iteration 43Q: 3 clusters Score -2819452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2819454.750000 Penalty: 3286.454346
	Iteration 44Q: 3 clusters Score -2819455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2819451.500000 Penalty: 3286.454346
	Iteration 45Q: 3 clusters Score -2819452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2819451.500000 Penalty: 3286.454346
	Iteration 46F: 3 clusters Score -2819452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Entering Unmasked Estep 
Score: -799710.125000 Penalty: 1442.551880
	Iteration 0F: 2 clusters Score -799710.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -794266.812500 Penalty: 2885.103760
	Iteration 0F: 3 clusters Score -794266.8 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -795897.375000 Penalty: 2885.103760
	Iteration 1F: 3 clusters Score -795897.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -796067.312500 Penalty: 2885.103760
	Iteration 2F: 3 clusters Score -796067.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -796202.625000 Penalty: 2885.103760
	Iteration 3Q: 3 clusters Score -796202.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -796323.812500 Penalty: 2885.103760
	Iteration 4Q: 3 clusters Score -796323.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -796439.250000 Penalty: 2885.103760
	Iteration 5Q: 3 clusters Score -796439.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -796561.750000 Penalty: 2885.103760
	Iteration 6Q: 3 clusters Score -796561.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -796693.250000 Penalty: 2885.103760
	Iteration 7Q: 3 clusters Score -796693.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -796825.250000 Penalty: 2885.103760
	Iteration 8Q: 3 clusters Score -796825.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -796968.312500 Penalty: 2885.103760
	Iteration 9Q: 3 clusters Score -796968.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -797111.312500 Penalty: 2885.103760
	Iteration 10Q: 3 clusters Score -797111.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -797261.875000 Penalty: 2885.103760
	Iteration 11Q: 3 clusters Score -797261.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -797414.500000 Penalty: 2885.103760
	Iteration 12Q: 3 clusters Score -797414.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -797582.375000 Penalty: 2885.103760
	Iteration 13Q: 3 clusters Score -797582.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -797734.375000 Penalty: 2885.103760
	Iteration 14Q: 3 clusters Score -797734.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -797881.000000 Penalty: 2885.103760
	Iteration 15Q: 3 clusters Score -797881 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -798030.812500 Penalty: 2885.103760
	Iteration 16Q: 3 clusters Score -798030.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -798161.312500 Penalty: 2885.103760
	Iteration 17Q: 3 clusters Score -798161.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -798264.875000 Penalty: 2885.103760
	Iteration 18Q: 3 clusters Score -798264.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -798339.125000 Penalty: 2885.103760
	Iteration 19Q: 3 clusters Score -798339.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -798396.125000 Penalty: 2885.103760
	Iteration 20F: 3 clusters Score -798396.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -798451.187500 Penalty: 2885.103760
	Iteration 21Q: 3 clusters Score -798451.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -798490.625000 Penalty: 2885.103760
	Iteration 22Q: 3 clusters Score -798490.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -798517.750000 Penalty: 2885.103760
	Iteration 23Q: 3 clusters Score -798517.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -798534.312500 Penalty: 2885.103760
	Iteration 24Q: 3 clusters Score -798534.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -798549.062500 Penalty: 2885.103760
	Iteration 25Q: 3 clusters Score -798549.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -798559.375000 Penalty: 2885.103760
	Iteration 26Q: 3 clusters Score -798559.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -798570.625000 Penalty: 2885.103760
	Iteration 27Q: 3 clusters Score -798570.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -798580.375000 Penalty: 2885.103760
	Iteration 28Q: 3 clusters Score -798580.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -798592.812500 Penalty: 2885.103760
	Iteration 29Q: 3 clusters Score -798592.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -798597.687500 Penalty: 2885.103760
	Iteration 30Q: 3 clusters Score -798597.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -798598.937500 Penalty: 2885.103760
	Iteration 31Q: 3 clusters Score -798598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -798599.937500 Penalty: 2885.103760
	Iteration 32Q: 3 clusters Score -798599.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -798600.562500 Penalty: 2885.103760
	Iteration 33Q: 3 clusters Score -798600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -798602.812500 Penalty: 2885.103760
	Iteration 34Q: 3 clusters Score -798602.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -798604.062500 Penalty: 2885.103760
	Iteration 35Q: 3 clusters Score -798604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -798604.000000 Penalty: 2885.103760
	Iteration 36Q: 3 clusters Score -798604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -798605.562500 Penalty: 2885.103760
	Iteration 37Q: 3 clusters Score -798605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -798604.875000 Penalty: 2885.103760
	Iteration 38Q: 3 clusters Score -798604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -798607.187500 Penalty: 2885.103760
	Iteration 39Q: 3 clusters Score -798607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -798608.062500 Penalty: 2885.103760
	Iteration 40F: 3 clusters Score -798608.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -798608.875000 Penalty: 2885.103760
	Iteration 41Q: 3 clusters Score -798608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -798607.812500 Penalty: 2885.103760
	Iteration 42Q: 3 clusters Score -798607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -798609.562500 Penalty: 2885.103760
	Iteration 43Q: 3 clusters Score -798609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -798609.062500 Penalty: 2885.103760
	Iteration 44Q: 3 clusters Score -798609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -798609.312500 Penalty: 2885.103760
	Iteration 45Q: 3 clusters Score -798609.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -798610.562500 Penalty: 2885.103760
	Iteration 46Q: 3 clusters Score -798610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -798611.750000 Penalty: 2885.103760
	Iteration 47Q: 3 clusters Score -798611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -798611.750000 Penalty: 2885.103760
	Iteration 48F: 3 clusters Score -798611.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Entering Unmasked Estep 
Score: -1419832.375000 Penalty: 1532.185303
	Iteration 0F: 2 clusters Score -1419832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1411186.250000 Penalty: 3064.370605
	Iteration 0F: 3 clusters Score -1411186 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1414213.625000 Penalty: 3064.370605
	Iteration 1F: 3 clusters Score -1414214 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1414911.250000 Penalty: 3064.370605
	Iteration 2F: 3 clusters Score -1414911 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1415781.125000 Penalty: 3064.370605
	Iteration 3F: 3 clusters Score -1415781 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1416703.500000 Penalty: 3064.370605
	Iteration 4F: 3 clusters Score -1416704 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1417405.000000 Penalty: 3064.370605
	Iteration 5F: 3 clusters Score -1417405 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1417851.375000 Penalty: 3064.370605
	Iteration 6F: 3 clusters Score -1417851 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1418176.500000 Penalty: 3064.370605
	Iteration 7Q: 3 clusters Score -1418176 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1418406.625000 Penalty: 3064.370605
	Iteration 8Q: 3 clusters Score -1418407 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1418581.250000 Penalty: 3064.370605
	Iteration 9Q: 3 clusters Score -1418581 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1418730.500000 Penalty: 3064.370605
	Iteration 10Q: 3 clusters Score -1418730 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1418839.125000 Penalty: 3064.370605
	Iteration 11Q: 3 clusters Score -1418839 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1418932.000000 Penalty: 3064.370605
	Iteration 12Q: 3 clusters Score -1418932 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1419006.250000 Penalty: 3064.370605
	Iteration 13Q: 3 clusters Score -1419006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1419058.750000 Penalty: 3064.370605
	Iteration 14Q: 3 clusters Score -1419059 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1419099.375000 Penalty: 3064.370605
	Iteration 15Q: 3 clusters Score -1419099 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1419131.375000 Penalty: 3064.370605
	Iteration 16Q: 3 clusters Score -1419131 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1419161.625000 Penalty: 3064.370605
	Iteration 17Q: 3 clusters Score -1419162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1419187.750000 Penalty: 3064.370605
	Iteration 18Q: 3 clusters Score -1419188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1419205.500000 Penalty: 3064.370605
	Iteration 19Q: 3 clusters Score -1419206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1419224.625000 Penalty: 3064.370605
	Iteration 20F: 3 clusters Score -1419225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1419239.625000 Penalty: 3064.370605
	Iteration 21Q: 3 clusters Score -1419240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1419247.375000 Penalty: 3064.370605
	Iteration 22Q: 3 clusters Score -1419247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1419257.500000 Penalty: 3064.370605
	Iteration 23Q: 3 clusters Score -1419258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1419262.375000 Penalty: 3064.370605
	Iteration 24Q: 3 clusters Score -1419262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1419261.375000 Penalty: 3064.370605
	Iteration 25Q: 3 clusters Score -1419261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1419265.750000 Penalty: 3064.370605
	Iteration 26Q: 3 clusters Score -1419266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1419270.750000 Penalty: 3064.370605
	Iteration 27Q: 3 clusters Score -1419271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1419275.625000 Penalty: 3064.370605
	Iteration 28Q: 3 clusters Score -1419276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1419276.250000 Penalty: 3064.370605
	Iteration 29Q: 3 clusters Score -1419276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1419279.750000 Penalty: 3064.370605
	Iteration 30Q: 3 clusters Score -1419280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1419280.250000 Penalty: 3064.370605
	Iteration 31Q: 3 clusters Score -1419280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1419284.875000 Penalty: 3064.370605
	Iteration 32Q: 3 clusters Score -1419285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1419285.875000 Penalty: 3064.370605
	Iteration 33Q: 3 clusters Score -1419286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1419285.125000 Penalty: 3064.370605
	Iteration 34Q: 3 clusters Score -1419285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1419285.125000 Penalty: 3064.370605
	Iteration 35F: 3 clusters Score -1419285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (125170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125170 members 
Entering Unmasked Estep 
Score: -14622986.000000 Penalty: 1907.332031
	Iteration 0F: 2 clusters Score -1.462299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -14552613.000000 Penalty: 3814.664062
	Iteration 0F: 3 clusters Score -1.455261e+07 nChanged 60362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -14588992.000000 Penalty: 3814.664062
	Iteration 1F: 3 clusters Score -1.458899e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62706 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -14591240.000000 Penalty: 3814.664062
	Iteration 2Q: 3 clusters Score -1.459124e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -14595057.000000 Penalty: 3814.664062
	Iteration 3F: 3 clusters Score -1.459506e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -14601098.000000 Penalty: 3814.664062
	Iteration 4F: 3 clusters Score -1.46011e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -14609345.000000 Penalty: 3814.664062
	Iteration 5F: 3 clusters Score -1.460934e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -14617815.000000 Penalty: 3814.664062
	Iteration 6F: 3 clusters Score -1.461782e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -14622886.000000 Penalty: 3814.664062
	Iteration 7F: 3 clusters Score -1.462289e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -14624862.000000 Penalty: 3814.664062
	Iteration 8Q: 3 clusters Score -1.462486e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -14625697.000000 Penalty: 3814.664062
	Iteration 9Q: 3 clusters Score -1.46257e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -14626222.000000 Penalty: 3814.664062
	Iteration 10Q: 3 clusters Score -1.462622e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -14626481.000000 Penalty: 3814.664062
	Iteration 11Q: 3 clusters Score -1.462648e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -14626648.000000 Penalty: 3814.664062
	Iteration 12Q: 3 clusters Score -1.462665e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -14626796.000000 Penalty: 3814.664062
	Iteration 13Q: 3 clusters Score -1.46268e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -14626791.000000 Penalty: 3814.664062
	Iteration 14Q: 3 clusters Score -1.462679e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -14626777.000000 Penalty: 3814.664062
	Iteration 15Q: 3 clusters Score -1.462678e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -14626789.000000 Penalty: 3814.664062
	Iteration 16Q: 3 clusters Score -1.462679e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -14626779.000000 Penalty: 3814.664062
	Iteration 17Q: 3 clusters Score -1.462678e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -14626801.000000 Penalty: 3814.664062
	Iteration 18Q: 3 clusters Score -1.46268e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -14626778.000000 Penalty: 3814.664062
	Iteration 19Q: 3 clusters Score -1.462678e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -14626776.000000 Penalty: 3814.664062
	Iteration 20F: 3 clusters Score -1.462678e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -14626817.000000 Penalty: 3814.664062
	Iteration 21Q: 3 clusters Score -1.462682e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -14626801.000000 Penalty: 3814.664062
	Iteration 22Q: 3 clusters Score -1.46268e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -14626821.000000 Penalty: 3814.664062
	Iteration 23Q: 3 clusters Score -1.462682e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -14626846.000000 Penalty: 3814.664062
	Iteration 24Q: 3 clusters Score -1.462685e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -14626815.000000 Penalty: 3814.664062
	Iteration 25Q: 3 clusters Score -1.462682e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -14626771.000000 Penalty: 3814.664062
	Iteration 26Q: 3 clusters Score -1.462677e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -14626779.000000 Penalty: 3814.664062
	Iteration 27Q: 3 clusters Score -1.462678e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -14626783.000000 Penalty: 3814.664062
	Iteration 28Q: 3 clusters Score -1.462678e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -14626839.000000 Penalty: 3814.664062
	Iteration 29Q: 3 clusters Score -1.462684e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -14626888.000000 Penalty: 3814.664062
	Iteration 30Q: 3 clusters Score -1.462689e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
Score: -14626856.000000 Penalty: 3814.664062
	Iteration 31Q: 3 clusters Score -1.462686e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 74419 members 
Entering Unmasked Estep 
Score: -14626873.000000 Penalty: 3814.664062
	Iteration 32Q: 3 clusters Score -1.462687e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -14626953.000000 Penalty: 3814.664062
	Iteration 33Q: 3 clusters Score -1.462695e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 75295 members 
Entering Unmasked Estep 
Score: -14626965.000000 Penalty: 3814.664062
	Iteration 34Q: 3 clusters Score -1.462696e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -14626944.000000 Penalty: 3814.664062
	Iteration 35Q: 3 clusters Score -1.462694e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -14626953.000000 Penalty: 3814.664062
	Iteration 36Q: 3 clusters Score -1.462695e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -14626900.000000 Penalty: 3814.664062
	Iteration 37Q: 3 clusters Score -1.46269e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -14626895.000000 Penalty: 3814.664062
	Iteration 38Q: 3 clusters Score -1.46269e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -14626910.000000 Penalty: 3814.664062
	Iteration 39Q: 3 clusters Score -1.462691e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -14626857.000000 Penalty: 3814.664062
	Iteration 40F: 3 clusters Score -1.462686e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -14626816.000000 Penalty: 3814.664062
	Iteration 41Q: 3 clusters Score -1.462682e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -14626789.000000 Penalty: 3814.664062
	Iteration 42Q: 3 clusters Score -1.462679e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -14626812.000000 Penalty: 3814.664062
	Iteration 43Q: 3 clusters Score -1.462681e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 77890 members 
Entering Unmasked Estep 
Score: -14626828.000000 Penalty: 3814.664062
	Iteration 44Q: 3 clusters Score -1.462683e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -14626816.000000 Penalty: 3814.664062
	Iteration 45Q: 3 clusters Score -1.462682e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -14626808.000000 Penalty: 3814.664062
	Iteration 46Q: 3 clusters Score -1.462681e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 78196 members 
Entering Unmasked Estep 
Score: -14626798.000000 Penalty: 3814.664062
	Iteration 47Q: 3 clusters Score -1.46268e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -14626794.000000 Penalty: 3814.664062
	Iteration 48Q: 3 clusters Score -1.462679e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -14626768.000000 Penalty: 3814.664062
	Iteration 49Q: 3 clusters Score -1.462677e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -14626732.000000 Penalty: 3814.664062
	Iteration 50Q: 3 clusters Score -1.462673e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -14626692.000000 Penalty: 3814.664062
	Iteration 51Q: 3 clusters Score -1.462669e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -14626662.000000 Penalty: 3814.664062
	Iteration 52Q: 3 clusters Score -1.462666e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -14626654.000000 Penalty: 3814.664062
	Iteration 53Q: 3 clusters Score -1.462665e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -14626630.000000 Penalty: 3814.664062
	Iteration 54Q: 3 clusters Score -1.462663e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -14626636.000000 Penalty: 3814.664062
	Iteration 55Q: 3 clusters Score -1.462664e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -14626630.000000 Penalty: 3814.664062
	Iteration 56Q: 3 clusters Score -1.462663e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -14626633.000000 Penalty: 3814.664062
	Iteration 57Q: 3 clusters Score -1.462663e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -14626614.000000 Penalty: 3814.664062
	Iteration 58Q: 3 clusters Score -1.462661e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -14626612.000000 Penalty: 3814.664062
	Iteration 59Q: 3 clusters Score -1.462661e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -14626621.000000 Penalty: 3814.664062
	Iteration 60F: 3 clusters Score -1.462662e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -14626647.000000 Penalty: 3814.664062
	Iteration 61Q: 3 clusters Score -1.462665e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -14626633.000000 Penalty: 3814.664062
	Iteration 62Q: 3 clusters Score -1.462663e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -14626633.000000 Penalty: 3814.664062
	Iteration 63Q: 3 clusters Score -1.462663e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -14626646.000000 Penalty: 3814.664062
	Iteration 64Q: 3 clusters Score -1.462665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -14626641.000000 Penalty: 3814.664062
	Iteration 65Q: 3 clusters Score -1.462664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -14626649.000000 Penalty: 3814.664062
	Iteration 66Q: 3 clusters Score -1.462665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -14626639.000000 Penalty: 3814.664062
	Iteration 67Q: 3 clusters Score -1.462664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
Score: -14626637.000000 Penalty: 3814.664062
	Iteration 68Q: 3 clusters Score -1.462664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -14626627.000000 Penalty: 3814.664062
	Iteration 69Q: 3 clusters Score -1.462663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -14626641.000000 Penalty: 3814.664062
	Iteration 70Q: 3 clusters Score -1.462664e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -14626644.000000 Penalty: 3814.664062
	Iteration 71Q: 3 clusters Score -1.462664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -14626655.000000 Penalty: 3814.664062
	Iteration 72Q: 3 clusters Score -1.462666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -14626641.000000 Penalty: 3814.664062
	Iteration 73Q: 3 clusters Score -1.462664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -14626637.000000 Penalty: 3814.664062
	Iteration 74Q: 3 clusters Score -1.462664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -14626625.000000 Penalty: 3814.664062
	Iteration 75Q: 3 clusters Score -1.462662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -14626617.000000 Penalty: 3814.664062
	Iteration 76Q: 3 clusters Score -1.462662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -14626629.000000 Penalty: 3814.664062
	Iteration 77Q: 3 clusters Score -1.462663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -14626633.000000 Penalty: 3814.664062
	Iteration 78Q: 3 clusters Score -1.462663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -14626616.000000 Penalty: 3814.664062
	Iteration 79Q: 3 clusters Score -1.462662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -14626633.000000 Penalty: 3814.664062
	Iteration 80F: 3 clusters Score -1.462663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 79226 members 
Entering Unmasked Estep 
Score: -14626636.000000 Penalty: 3814.664062
	Iteration 81Q: 3 clusters Score -1.462664e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -14626649.000000 Penalty: 3814.664062
	Iteration 82Q: 3 clusters Score -1.462665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -14626647.000000 Penalty: 3814.664062
	Iteration 83Q: 3 clusters Score -1.462665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 79264 members 
Entering Unmasked Estep 
Score: -14626638.000000 Penalty: 3814.664062
	Iteration 84Q: 3 clusters Score -1.462664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -14626654.000000 Penalty: 3814.664062
	Iteration 85Q: 3 clusters Score -1.462665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -14626653.000000 Penalty: 3814.664062
	Iteration 86Q: 3 clusters Score -1.462665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -14626663.000000 Penalty: 3814.664062
	Iteration 87Q: 3 clusters Score -1.462666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -14626659.000000 Penalty: 3814.664062
	Iteration 88Q: 3 clusters Score -1.462666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -14626649.000000 Penalty: 3814.664062
	Iteration 89Q: 3 clusters Score -1.462665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -14626644.000000 Penalty: 3814.664062
	Iteration 90Q: 3 clusters Score -1.462664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -14626639.000000 Penalty: 3814.664062
	Iteration 91Q: 3 clusters Score -1.462664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -14626643.000000 Penalty: 3814.664062
	Iteration 92Q: 3 clusters Score -1.462664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -14626631.000000 Penalty: 3814.664062
	Iteration 93Q: 3 clusters Score -1.462663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -14626626.000000 Penalty: 3814.664062
	Iteration 94Q: 3 clusters Score -1.462663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -14626629.000000 Penalty: 3814.664062
	Iteration 95Q: 3 clusters Score -1.462663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -14626625.000000 Penalty: 3814.664062
	Iteration 96Q: 3 clusters Score -1.462662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -14626629.000000 Penalty: 3814.664062
	Iteration 97Q: 3 clusters Score -1.462663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -14626624.000000 Penalty: 3814.664062
	Iteration 98Q: 3 clusters Score -1.462662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -14626628.000000 Penalty: 3814.664062
	Iteration 99Q: 3 clusters Score -1.462663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -14626625.000000 Penalty: 3814.664062
	Iteration 100F: 3 clusters Score -1.462662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -14626618.000000 Penalty: 3814.664062
	Iteration 101Q: 3 clusters Score -1.462662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -14626625.000000 Penalty: 3814.664062
	Iteration 102Q: 3 clusters Score -1.462662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -14626626.000000 Penalty: 3814.664062
	Iteration 103Q: 3 clusters Score -1.462663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -14626634.000000 Penalty: 3814.664062
	Iteration 104Q: 3 clusters Score -1.462663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
Score: -14626643.000000 Penalty: 3814.664062
	Iteration 105Q: 3 clusters Score -1.462664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -14626644.000000 Penalty: 3814.664062
	Iteration 106Q: 3 clusters Score -1.462664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -14626639.000000 Penalty: 3814.664062
	Iteration 107Q: 3 clusters Score -1.462664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -14626636.000000 Penalty: 3814.664062
	Iteration 108Q: 3 clusters Score -1.462664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -14626630.000000 Penalty: 3814.664062
	Iteration 109Q: 3 clusters Score -1.462663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -14626634.000000 Penalty: 3814.664062
	Iteration 110Q: 3 clusters Score -1.462663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -14626632.000000 Penalty: 3814.664062
	Iteration 111Q: 3 clusters Score -1.462663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
Score: -14626627.000000 Penalty: 3814.664062
	Iteration 112Q: 3 clusters Score -1.462663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -14626635.000000 Penalty: 3814.664062
	Iteration 113Q: 3 clusters Score -1.462664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -14626635.000000 Penalty: 3814.664062
	Iteration 114Q: 3 clusters Score -1.462664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -14626632.000000 Penalty: 3814.664062
	Iteration 115Q: 3 clusters Score -1.462663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -14626621.000000 Penalty: 3814.664062
	Iteration 116Q: 3 clusters Score -1.462662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -14626625.000000 Penalty: 3814.664062
	Iteration 117Q: 3 clusters Score -1.462662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 79340 members 
Entering Unmasked Estep 
Score: -14626631.000000 Penalty: 3814.664062
	Iteration 118Q: 3 clusters Score -1.462663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -14626636.000000 Penalty: 3814.664062
	Iteration 119Q: 3 clusters Score -1.462664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -14626621.000000 Penalty: 3814.664062
	Iteration 120F: 3 clusters Score -1.462662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -14626625.000000 Penalty: 3814.664062
	Iteration 121Q: 3 clusters Score -1.462662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -14626629.000000 Penalty: 3814.664062
	Iteration 122Q: 3 clusters Score -1.462663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -14626636.000000 Penalty: 3814.664062
	Iteration 123Q: 3 clusters Score -1.462664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -14626629.000000 Penalty: 3814.664062
	Iteration 124Q: 3 clusters Score -1.462663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -14626637.000000 Penalty: 3814.664062
	Iteration 125Q: 3 clusters Score -1.462664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -14626634.000000 Penalty: 3814.664062
	Iteration 126Q: 3 clusters Score -1.462663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -14626632.000000 Penalty: 3814.664062
	Iteration 127Q: 3 clusters Score -1.462663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -14626638.000000 Penalty: 3814.664062
	Iteration 128Q: 3 clusters Score -1.462664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -14626636.000000 Penalty: 3814.664062
	Iteration 129Q: 3 clusters Score -1.462664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -14626630.000000 Penalty: 3814.664062
	Iteration 130Q: 3 clusters Score -1.462663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -14626625.000000 Penalty: 3814.664062
	Iteration 131Q: 3 clusters Score -1.462662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -14626628.000000 Penalty: 3814.664062
	Iteration 132Q: 3 clusters Score -1.462663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -14626628.000000 Penalty: 3814.664062
	Iteration 133Q: 3 clusters Score -1.462663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -14626627.000000 Penalty: 3814.664062
	Iteration 134Q: 3 clusters Score -1.462663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -14626627.000000 Penalty: 3814.664062
	Iteration 135Q: 3 clusters Score -1.462663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -14626628.000000 Penalty: 3814.664062
	Iteration 136Q: 3 clusters Score -1.462663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -14626629.000000 Penalty: 3814.664062
	Iteration 137Q: 3 clusters Score -1.462663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -14626634.000000 Penalty: 3814.664062
	Iteration 138Q: 3 clusters Score -1.462663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -14626634.000000 Penalty: 3814.664062
	Iteration 139F: 3 clusters Score -1.462663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 121952 members 
Mstep: Class 3 contains 75938 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 129 members 
Mstep: Class 7 contains 16329 members 
Mstep: Class 8 contains 7310 members 
Mstep: Class 9 contains 24641 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 11 contains 12442 members 
Mstep: Class 12 contains 45751 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 116232 members 
Mstep: Class 15 contains 165028 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 25494 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 13299 members 
Mstep: Class 20 contains 465 members 
Mstep: Class 21 contains 11713 members 
Mstep: Class 22 contains 79419 members 
Entering Unmasked Estep 
Score: -86113248.000000 Penalty: 48406.441406
Splitting cluster 12 changes total score from -86107504.000000 to -86113248.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -657322.875000 Penalty: 1402.575806
	Iteration 0F: 2 clusters Score -657322.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -652998.687500 Penalty: 2805.151611
	Iteration 0F: 3 clusters Score -652998.7 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -654456.312500 Penalty: 2805.151611
	Iteration 1F: 3 clusters Score -654456.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -654798.625000 Penalty: 2805.151611
	Iteration 2F: 3 clusters Score -654798.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -655143.562500 Penalty: 2805.151611
	Iteration 3F: 3 clusters Score -655143.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -655511.062500 Penalty: 2805.151611
	Iteration 4F: 3 clusters Score -655511.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -655827.375000 Penalty: 2805.151611
	Iteration 5F: 3 clusters Score -655827.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -656066.500000 Penalty: 2805.151611
	Iteration 6F: 3 clusters Score -656066.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -656237.062500 Penalty: 2805.151611
	Iteration 7Q: 3 clusters Score -656237.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -656358.125000 Penalty: 2805.151611
	Iteration 8Q: 3 clusters Score -656358.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -656427.000000 Penalty: 2805.151611
	Iteration 9Q: 3 clusters Score -656427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -656464.500000 Penalty: 2805.151611
	Iteration 10Q: 3 clusters Score -656464.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -656501.687500 Penalty: 2805.151611
	Iteration 11Q: 3 clusters Score -656501.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -656526.500000 Penalty: 2805.151611
	Iteration 12Q: 3 clusters Score -656526.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -656550.875000 Penalty: 2805.151611
	Iteration 13Q: 3 clusters Score -656550.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -656558.562500 Penalty: 2805.151611
	Iteration 14Q: 3 clusters Score -656558.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -656568.250000 Penalty: 2805.151611
	Iteration 15Q: 3 clusters Score -656568.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -656576.687500 Penalty: 2805.151611
	Iteration 16Q: 3 clusters Score -656576.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -656578.250000 Penalty: 2805.151611
	Iteration 17Q: 3 clusters Score -656578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -656580.187500 Penalty: 2805.151611
	Iteration 18Q: 3 clusters Score -656580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -656581.062500 Penalty: 2805.151611
	Iteration 19Q: 3 clusters Score -656581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -656584.812500 Penalty: 2805.151611
	Iteration 20F: 3 clusters Score -656584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -656584.500000 Penalty: 2805.151611
	Iteration 21Q: 3 clusters Score -656584.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -656584.562500 Penalty: 2805.151611
	Iteration 22Q: 3 clusters Score -656584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -656584.562500 Penalty: 2805.151611
	Iteration 23F: 3 clusters Score -656584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (116232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Entering Unmasked Estep 
Score: -13532001.000000 Penalty: 1895.293335
	Iteration 0F: 2 clusters Score -1.3532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -13463513.000000 Penalty: 3790.586670
	Iteration 0F: 3 clusters Score -1.346351e+07 nChanged 55555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -13495941.000000 Penalty: 3790.586670
	Iteration 1F: 3 clusters Score -1.349594e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -13496982.000000 Penalty: 3790.586670
	Iteration 2Q: 3 clusters Score -1.349698e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -13498157.000000 Penalty: 3790.586670
	Iteration 3Q: 3 clusters Score -1.349816e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -13499719.000000 Penalty: 3790.586670
	Iteration 4Q: 3 clusters Score -1.349972e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -13501941.000000 Penalty: 3790.586670
	Iteration 5Q: 3 clusters Score -1.350194e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -13504907.000000 Penalty: 3790.586670
	Iteration 6F: 3 clusters Score -1.350491e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -13508925.000000 Penalty: 3790.586670
	Iteration 7F: 3 clusters Score -1.350892e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -13513376.000000 Penalty: 3790.586670
	Iteration 8F: 3 clusters Score -1.351338e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -13517878.000000 Penalty: 3790.586670
	Iteration 9F: 3 clusters Score -1.351788e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -13521655.000000 Penalty: 3790.586670
	Iteration 10F: 3 clusters Score -1.352166e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89751 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -13524948.000000 Penalty: 3790.586670
	Iteration 11Q: 3 clusters Score -1.352495e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94975 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -13526979.000000 Penalty: 3790.586670
	Iteration 12Q: 3 clusters Score -1.352698e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100006 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -13528179.000000 Penalty: 3790.586670
	Iteration 13Q: 3 clusters Score -1.352818e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104361 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -13529787.000000 Penalty: 3790.586670
	Iteration 14Q: 3 clusters Score -1.352979e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107891 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -13530798.000000 Penalty: 3790.586670
	Iteration 15Q: 3 clusters Score -1.35308e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -13531114.000000 Penalty: 3790.586670
	Iteration 16Q: 3 clusters Score -1.353111e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -13531182.000000 Penalty: 3790.586670
	Iteration 17Q: 3 clusters Score -1.353118e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113104 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -13531187.000000 Penalty: 3790.586670
	Iteration 18Q: 3 clusters Score -1.353119e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113800 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -13531056.000000 Penalty: 3790.586670
	Iteration 19Q: 3 clusters Score -1.353106e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114241 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -13531093.000000 Penalty: 3790.586670
	Iteration 20F: 3 clusters Score -1.353109e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114607 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13531115.000000 Penalty: 3790.586670
	Iteration 21Q: 3 clusters Score -1.353112e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114815 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -13531099.000000 Penalty: 3790.586670
	Iteration 22Q: 3 clusters Score -1.35311e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114965 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -13531107.000000 Penalty: 3790.586670
	Iteration 23Q: 3 clusters Score -1.353111e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115073 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13531102.000000 Penalty: 3790.586670
	Iteration 24Q: 3 clusters Score -1.35311e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115134 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -13531119.000000 Penalty: 3790.586670
	Iteration 25Q: 3 clusters Score -1.353112e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115176 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -13531124.000000 Penalty: 3790.586670
	Iteration 26Q: 3 clusters Score -1.353112e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -13531113.000000 Penalty: 3790.586670
	Iteration 27Q: 3 clusters Score -1.353111e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13531095.000000 Penalty: 3790.586670
	Iteration 28Q: 3 clusters Score -1.35311e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115256 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -13531097.000000 Penalty: 3790.586670
	Iteration 29Q: 3 clusters Score -1.35311e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115276 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -13531074.000000 Penalty: 3790.586670
	Iteration 30Q: 3 clusters Score -1.353107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13531069.000000 Penalty: 3790.586670
	Iteration 31Q: 3 clusters Score -1.353107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115299 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13531076.000000 Penalty: 3790.586670
	Iteration 32Q: 3 clusters Score -1.353108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115302 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -13531078.000000 Penalty: 3790.586670
	Iteration 33Q: 3 clusters Score -1.353108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115306 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -13531070.000000 Penalty: 3790.586670
	Iteration 34Q: 3 clusters Score -1.353107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115312 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13531077.000000 Penalty: 3790.586670
	Iteration 35Q: 3 clusters Score -1.353108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13531071.000000 Penalty: 3790.586670
	Iteration 36Q: 3 clusters Score -1.353107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115321 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13531071.000000 Penalty: 3790.586670
	Iteration 37Q: 3 clusters Score -1.353107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115324 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13531071.000000 Penalty: 3790.586670
	Iteration 38Q: 3 clusters Score -1.353107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115324 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13531056.000000 Penalty: 3790.586670
	Iteration 39Q: 3 clusters Score -1.353106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -13531047.000000 Penalty: 3790.586670
	Iteration 40F: 3 clusters Score -1.353105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115333 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13531049.000000 Penalty: 3790.586670
	Iteration 41Q: 3 clusters Score -1.353105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115335 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13531060.000000 Penalty: 3790.586670
	Iteration 42Q: 3 clusters Score -1.353106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115336 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -13531054.000000 Penalty: 3790.586670
	Iteration 43Q: 3 clusters Score -1.353105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13531041.000000 Penalty: 3790.586670
	Iteration 44Q: 3 clusters Score -1.353104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115338 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13531054.000000 Penalty: 3790.586670
	Iteration 45Q: 3 clusters Score -1.353105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13531042.000000 Penalty: 3790.586670
	Iteration 46Q: 3 clusters Score -1.353104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115339 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13531042.000000 Penalty: 3790.586670
	Iteration 47F: 3 clusters Score -1.353104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165028 members 
Entering Unmasked Estep 
Score: -18954970.000000 Penalty: 1952.253906
	Iteration 0F: 2 clusters Score -1.895497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -18867082.000000 Penalty: 3904.507812
	Iteration 0F: 3 clusters Score -1.886708e+07 nChanged 79765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -18914366.000000 Penalty: 3904.507812
	Iteration 1F: 3 clusters Score -1.891437e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -18916116.000000 Penalty: 3904.507812
	Iteration 2Q: 3 clusters Score -1.891612e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -18918704.000000 Penalty: 3904.507812
	Iteration 3Q: 3 clusters Score -1.89187e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 82988 members 
Entering Unmasked Estep 
Score: -18923052.000000 Penalty: 3904.507812
	Iteration 4F: 3 clusters Score -1.892305e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82051 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -18929662.000000 Penalty: 3904.507812
	Iteration 5F: 3 clusters Score -1.892966e+07 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -18938056.000000 Penalty: 3904.507812
	Iteration 6F: 3 clusters Score -1.893806e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -18945512.000000 Penalty: 3904.507812
	Iteration 7F: 3 clusters Score -1.894551e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -18948922.000000 Penalty: 3904.507812
	Iteration 8F: 3 clusters Score -1.894892e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 82557 members 
Entering Unmasked Estep 
Score: -18950198.000000 Penalty: 3904.507812
	Iteration 9Q: 3 clusters Score -1.89502e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -18950530.000000 Penalty: 3904.507812
	Iteration 10Q: 3 clusters Score -1.895053e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 82157 members 
Entering Unmasked Estep 
Score: -18950808.000000 Penalty: 3904.507812
	Iteration 11Q: 3 clusters Score -1.895081e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -18951106.000000 Penalty: 3904.507812
	Iteration 12Q: 3 clusters Score -1.895111e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -18951312.000000 Penalty: 3904.507812
	Iteration 13Q: 3 clusters Score -1.895131e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -18951606.000000 Penalty: 3904.507812
	Iteration 14Q: 3 clusters Score -1.895161e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 81774 members 
Entering Unmasked Estep 
Score: -18951970.000000 Penalty: 3904.507812
	Iteration 15Q: 3 clusters Score -1.895197e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 81812 members 
Entering Unmasked Estep 
Score: -18952172.000000 Penalty: 3904.507812
	Iteration 16Q: 3 clusters Score -1.895217e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 81953 members 
Entering Unmasked Estep 
Score: -18952336.000000 Penalty: 3904.507812
	Iteration 17Q: 3 clusters Score -1.895234e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82945 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -18952574.000000 Penalty: 3904.507812
	Iteration 18Q: 3 clusters Score -1.895257e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -18952788.000000 Penalty: 3904.507812
	Iteration 19Q: 3 clusters Score -1.895279e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -18953006.000000 Penalty: 3904.507812
	Iteration 20F: 3 clusters Score -1.895301e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 82683 members 
Entering Unmasked Estep 
Score: -18953080.000000 Penalty: 3904.507812
	Iteration 21Q: 3 clusters Score -1.895308e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82059 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -18953304.000000 Penalty: 3904.507812
	Iteration 22Q: 3 clusters Score -1.89533e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -18953576.000000 Penalty: 3904.507812
	Iteration 23Q: 3 clusters Score -1.895358e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -18953636.000000 Penalty: 3904.507812
	Iteration 24Q: 3 clusters Score -1.895364e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -18953676.000000 Penalty: 3904.507812
	Iteration 25Q: 3 clusters Score -1.895368e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -18953834.000000 Penalty: 3904.507812
	Iteration 26Q: 3 clusters Score -1.895383e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -18953944.000000 Penalty: 3904.507812
	Iteration 27Q: 3 clusters Score -1.895394e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -18954128.000000 Penalty: 3904.507812
	Iteration 28Q: 3 clusters Score -1.895413e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -18954186.000000 Penalty: 3904.507812
	Iteration 29Q: 3 clusters Score -1.895419e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79054 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -18954306.000000 Penalty: 3904.507812
	Iteration 30Q: 3 clusters Score -1.895431e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -18954450.000000 Penalty: 3904.507812
	Iteration 31Q: 3 clusters Score -1.895445e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77949 members 
Mstep: Class 2 contains 87079 members 
Entering Unmasked Estep 
Score: -18954540.000000 Penalty: 3904.507812
	Iteration 32Q: 3 clusters Score -1.895454e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 87664 members 
Entering Unmasked Estep 
Score: -18954718.000000 Penalty: 3904.507812
	Iteration 33Q: 3 clusters Score -1.895472e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76788 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -18954936.000000 Penalty: 3904.507812
	Iteration 34Q: 3 clusters Score -1.895494e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -18955108.000000 Penalty: 3904.507812
	Iteration 35Q: 3 clusters Score -1.895511e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -18955182.000000 Penalty: 3904.507812
	Iteration 36Q: 3 clusters Score -1.895518e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -18955322.000000 Penalty: 3904.507812
	Iteration 37Q: 3 clusters Score -1.895532e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 91133 members 
Entering Unmasked Estep 
Score: -18955438.000000 Penalty: 3904.507812
	Iteration 38Q: 3 clusters Score -1.895544e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 91984 members 
Entering Unmasked Estep 
Score: -18955626.000000 Penalty: 3904.507812
	Iteration 39Q: 3 clusters Score -1.895563e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -18955762.000000 Penalty: 3904.507812
	Iteration 40F: 3 clusters Score -1.895576e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 93880 members 
Entering Unmasked Estep 
Score: -18955844.000000 Penalty: 3904.507812
	Iteration 41Q: 3 clusters Score -1.895584e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -18955902.000000 Penalty: 3904.507812
	Iteration 42Q: 3 clusters Score -1.89559e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -18955994.000000 Penalty: 3904.507812
	Iteration 43Q: 3 clusters Score -1.895599e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -18956076.000000 Penalty: 3904.507812
	Iteration 44Q: 3 clusters Score -1.895608e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -18956176.000000 Penalty: 3904.507812
	Iteration 45Q: 3 clusters Score -1.895618e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -18956336.000000 Penalty: 3904.507812
	Iteration 46Q: 3 clusters Score -1.895634e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 99743 members 
Entering Unmasked Estep 
Score: -18956486.000000 Penalty: 3904.507812
	Iteration 47Q: 3 clusters Score -1.895649e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 100817 members 
Entering Unmasked Estep 
Score: -18956628.000000 Penalty: 3904.507812
	Iteration 48Q: 3 clusters Score -1.895663e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 101930 members 
Entering Unmasked Estep 
Score: -18956696.000000 Penalty: 3904.507812
	Iteration 49Q: 3 clusters Score -1.89567e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 103024 members 
Entering Unmasked Estep 
Score: -18956840.000000 Penalty: 3904.507812
	Iteration 50Q: 3 clusters Score -1.895684e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 104140 members 
Entering Unmasked Estep 
Score: -18956840.000000 Penalty: 3904.507812
	Iteration 51Q: 3 clusters Score -1.895684e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 105304 members 
Entering Unmasked Estep 
Score: -18956988.000000 Penalty: 3904.507812
	Iteration 52Q: 3 clusters Score -1.895699e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 106487 members 
Entering Unmasked Estep 
Score: -18957122.000000 Penalty: 3904.507812
	Iteration 53Q: 3 clusters Score -1.895712e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -18957160.000000 Penalty: 3904.507812
	Iteration 54Q: 3 clusters Score -1.895716e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 108762 members 
Entering Unmasked Estep 
Score: -18957162.000000 Penalty: 3904.507812
	Iteration 55Q: 3 clusters Score -1.895716e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 109797 members 
Entering Unmasked Estep 
Score: -18957188.000000 Penalty: 3904.507812
	Iteration 56Q: 3 clusters Score -1.895719e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 110769 members 
Entering Unmasked Estep 
Score: -18957180.000000 Penalty: 3904.507812
	Iteration 57Q: 3 clusters Score -1.895718e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 111685 members 
Entering Unmasked Estep 
Score: -18957174.000000 Penalty: 3904.507812
	Iteration 58Q: 3 clusters Score -1.895717e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 112607 members 
Entering Unmasked Estep 
Score: -18957158.000000 Penalty: 3904.507812
	Iteration 59Q: 3 clusters Score -1.895716e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 113482 members 
Entering Unmasked Estep 
Score: -18957016.000000 Penalty: 3904.507812
	Iteration 60F: 3 clusters Score -1.895702e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 114319 members 
Entering Unmasked Estep 
Score: -18956942.000000 Penalty: 3904.507812
	Iteration 61Q: 3 clusters Score -1.895694e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 115074 members 
Entering Unmasked Estep 
Score: -18956836.000000 Penalty: 3904.507812
	Iteration 62Q: 3 clusters Score -1.895684e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 115762 members 
Entering Unmasked Estep 
Score: -18956760.000000 Penalty: 3904.507812
	Iteration 63Q: 3 clusters Score -1.895676e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 116397 members 
Entering Unmasked Estep 
Score: -18956706.000000 Penalty: 3904.507812
	Iteration 64Q: 3 clusters Score -1.895671e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 116990 members 
Entering Unmasked Estep 
Score: -18956594.000000 Penalty: 3904.507812
	Iteration 65Q: 3 clusters Score -1.895659e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 117507 members 
Entering Unmasked Estep 
Score: -18956494.000000 Penalty: 3904.507812
	Iteration 66Q: 3 clusters Score -1.895649e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 117955 members 
Entering Unmasked Estep 
Score: -18956476.000000 Penalty: 3904.507812
	Iteration 67Q: 3 clusters Score -1.895648e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -18956322.000000 Penalty: 3904.507812
	Iteration 68Q: 3 clusters Score -1.895632e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 118833 members 
Entering Unmasked Estep 
Score: -18956324.000000 Penalty: 3904.507812
	Iteration 69Q: 3 clusters Score -1.895632e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 119256 members 
Entering Unmasked Estep 
Score: -18956256.000000 Penalty: 3904.507812
	Iteration 70Q: 3 clusters Score -1.895626e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 119659 members 
Entering Unmasked Estep 
Score: -18956270.000000 Penalty: 3904.507812
	Iteration 71Q: 3 clusters Score -1.895627e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 120083 members 
Entering Unmasked Estep 
Score: -18956248.000000 Penalty: 3904.507812
	Iteration 72Q: 3 clusters Score -1.895625e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 120484 members 
Entering Unmasked Estep 
Score: -18956194.000000 Penalty: 3904.507812
	Iteration 73Q: 3 clusters Score -1.895619e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 120856 members 
Entering Unmasked Estep 
Score: -18956164.000000 Penalty: 3904.507812
	Iteration 74Q: 3 clusters Score -1.895616e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 121220 members 
Entering Unmasked Estep 
Score: -18956150.000000 Penalty: 3904.507812
	Iteration 75Q: 3 clusters Score -1.895615e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 121580 members 
Entering Unmasked Estep 
Score: -18956154.000000 Penalty: 3904.507812
	Iteration 76Q: 3 clusters Score -1.895615e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 121966 members 
Entering Unmasked Estep 
Score: -18956082.000000 Penalty: 3904.507812
	Iteration 77Q: 3 clusters Score -1.895608e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 122367 members 
Entering Unmasked Estep 
Score: -18956158.000000 Penalty: 3904.507812
	Iteration 78Q: 3 clusters Score -1.895616e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -18956138.000000 Penalty: 3904.507812
	Iteration 79Q: 3 clusters Score -1.895614e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 123197 members 
Entering Unmasked Estep 
Score: -18956160.000000 Penalty: 3904.507812
	Iteration 80F: 3 clusters Score -1.895616e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 123622 members 
Entering Unmasked Estep 
Score: -18956180.000000 Penalty: 3904.507812
	Iteration 81Q: 3 clusters Score -1.895618e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 124042 members 
Entering Unmasked Estep 
Score: -18956200.000000 Penalty: 3904.507812
	Iteration 82Q: 3 clusters Score -1.89562e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 124428 members 
Entering Unmasked Estep 
Score: -18956138.000000 Penalty: 3904.507812
	Iteration 83Q: 3 clusters Score -1.895614e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 124830 members 
Entering Unmasked Estep 
Score: -18956094.000000 Penalty: 3904.507812
	Iteration 84Q: 3 clusters Score -1.895609e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -18956098.000000 Penalty: 3904.507812
	Iteration 85Q: 3 clusters Score -1.89561e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 125672 members 
Entering Unmasked Estep 
Score: -18956120.000000 Penalty: 3904.507812
	Iteration 86Q: 3 clusters Score -1.895612e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 126145 members 
Entering Unmasked Estep 
Score: -18956184.000000 Penalty: 3904.507812
	Iteration 87Q: 3 clusters Score -1.895618e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 126609 members 
Entering Unmasked Estep 
Score: -18956256.000000 Penalty: 3904.507812
	Iteration 88Q: 3 clusters Score -1.895626e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 127094 members 
Entering Unmasked Estep 
Score: -18956270.000000 Penalty: 3904.507812
	Iteration 89Q: 3 clusters Score -1.895627e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 127549 members 
Entering Unmasked Estep 
Score: -18956346.000000 Penalty: 3904.507812
	Iteration 90Q: 3 clusters Score -1.895635e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 128033 members 
Entering Unmasked Estep 
Score: -18956462.000000 Penalty: 3904.507812
	Iteration 91Q: 3 clusters Score -1.895646e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 128542 members 
Entering Unmasked Estep 
Score: -18956642.000000 Penalty: 3904.507812
	Iteration 92Q: 3 clusters Score -1.895664e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 129048 members 
Entering Unmasked Estep 
Score: -18956750.000000 Penalty: 3904.507812
	Iteration 93Q: 3 clusters Score -1.895675e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 129615 members 
Entering Unmasked Estep 
Score: -18956854.000000 Penalty: 3904.507812
	Iteration 94Q: 3 clusters Score -1.895685e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 130200 members 
Entering Unmasked Estep 
Score: -18957088.000000 Penalty: 3904.507812
	Iteration 95Q: 3 clusters Score -1.895709e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 130828 members 
Entering Unmasked Estep 
Score: -18957358.000000 Penalty: 3904.507812
	Iteration 96Q: 3 clusters Score -1.895736e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 131522 members 
Entering Unmasked Estep 
Score: -18957526.000000 Penalty: 3904.507812
	Iteration 97Q: 3 clusters Score -1.895753e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 132212 members 
Entering Unmasked Estep 
Score: -18957624.000000 Penalty: 3904.507812
	Iteration 98Q: 3 clusters Score -1.895762e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 132953 members 
Entering Unmasked Estep 
Score: -18957912.000000 Penalty: 3904.507812
	Iteration 99Q: 3 clusters Score -1.895791e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 133729 members 
Entering Unmasked Estep 
Score: -18958174.000000 Penalty: 3904.507812
	Iteration 100F: 3 clusters Score -1.895817e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 134527 members 
Entering Unmasked Estep 
Score: -18958448.000000 Penalty: 3904.507812
	Iteration 101Q: 3 clusters Score -1.895845e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 135303 members 
Entering Unmasked Estep 
Score: -18958724.000000 Penalty: 3904.507812
	Iteration 102Q: 3 clusters Score -1.895872e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 136043 members 
Entering Unmasked Estep 
Score: -18958916.000000 Penalty: 3904.507812
	Iteration 103Q: 3 clusters Score -1.895892e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 136738 members 
Entering Unmasked Estep 
Score: -18959138.000000 Penalty: 3904.507812
	Iteration 104Q: 3 clusters Score -1.895914e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -18959344.000000 Penalty: 3904.507812
	Iteration 105Q: 3 clusters Score -1.895934e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 138151 members 
Entering Unmasked Estep 
Score: -18959504.000000 Penalty: 3904.507812
	Iteration 106Q: 3 clusters Score -1.89595e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 138828 members 
Entering Unmasked Estep 
Score: -18959678.000000 Penalty: 3904.507812
	Iteration 107Q: 3 clusters Score -1.895968e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 139512 members 
Entering Unmasked Estep 
Score: -18959804.000000 Penalty: 3904.507812
	Iteration 108Q: 3 clusters Score -1.89598e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 140158 members 
Entering Unmasked Estep 
Score: -18959952.000000 Penalty: 3904.507812
	Iteration 109Q: 3 clusters Score -1.895995e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 140800 members 
Entering Unmasked Estep 
Score: -18960048.000000 Penalty: 3904.507812
	Iteration 110Q: 3 clusters Score -1.896005e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 141398 members 
Entering Unmasked Estep 
Score: -18960092.000000 Penalty: 3904.507812
	Iteration 111Q: 3 clusters Score -1.896009e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 141893 members 
Entering Unmasked Estep 
Score: -18960128.000000 Penalty: 3904.507812
	Iteration 112Q: 3 clusters Score -1.896013e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 142365 members 
Entering Unmasked Estep 
Score: -18960130.000000 Penalty: 3904.507812
	Iteration 113Q: 3 clusters Score -1.896013e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 142832 members 
Entering Unmasked Estep 
Score: -18960100.000000 Penalty: 3904.507812
	Iteration 114Q: 3 clusters Score -1.89601e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 143262 members 
Entering Unmasked Estep 
Score: -18960074.000000 Penalty: 3904.507812
	Iteration 115Q: 3 clusters Score -1.896007e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 143656 members 
Entering Unmasked Estep 
Score: -18960054.000000 Penalty: 3904.507812
	Iteration 116Q: 3 clusters Score -1.896005e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 144026 members 
Entering Unmasked Estep 
Score: -18959980.000000 Penalty: 3904.507812
	Iteration 117Q: 3 clusters Score -1.895998e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 144356 members 
Entering Unmasked Estep 
Score: -18959984.000000 Penalty: 3904.507812
	Iteration 118Q: 3 clusters Score -1.895998e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 144659 members 
Entering Unmasked Estep 
Score: -18960002.000000 Penalty: 3904.507812
	Iteration 119Q: 3 clusters Score -1.896e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 144935 members 
Entering Unmasked Estep 
Score: -18960028.000000 Penalty: 3904.507812
	Iteration 120F: 3 clusters Score -1.896003e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 145203 members 
Entering Unmasked Estep 
Score: -18959944.000000 Penalty: 3904.507812
	Iteration 121Q: 3 clusters Score -1.895994e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 145467 members 
Entering Unmasked Estep 
Score: -18959880.000000 Penalty: 3904.507812
	Iteration 122Q: 3 clusters Score -1.895988e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 145681 members 
Entering Unmasked Estep 
Score: -18959876.000000 Penalty: 3904.507812
	Iteration 123Q: 3 clusters Score -1.895988e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 145893 members 
Entering Unmasked Estep 
Score: -18959946.000000 Penalty: 3904.507812
	Iteration 124Q: 3 clusters Score -1.895995e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 146103 members 
Entering Unmasked Estep 
Score: -18960102.000000 Penalty: 3904.507812
	Iteration 125Q: 3 clusters Score -1.89601e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 146309 members 
Entering Unmasked Estep 
Score: -18960232.000000 Penalty: 3904.507812
	Iteration 126Q: 3 clusters Score -1.896023e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 146481 members 
Entering Unmasked Estep 
Score: -18960290.000000 Penalty: 3904.507812
	Iteration 127Q: 3 clusters Score -1.896029e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 146645 members 
Entering Unmasked Estep 
Score: -18960438.000000 Penalty: 3904.507812
	Iteration 128Q: 3 clusters Score -1.896044e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 146816 members 
Entering Unmasked Estep 
Score: -18960522.000000 Penalty: 3904.507812
	Iteration 129Q: 3 clusters Score -1.896052e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 146961 members 
Entering Unmasked Estep 
Score: -18960592.000000 Penalty: 3904.507812
	Iteration 130Q: 3 clusters Score -1.896059e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 147114 members 
Entering Unmasked Estep 
Score: -18960604.000000 Penalty: 3904.507812
	Iteration 131Q: 3 clusters Score -1.89606e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 147239 members 
Entering Unmasked Estep 
Score: -18960596.000000 Penalty: 3904.507812
	Iteration 132Q: 3 clusters Score -1.89606e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 147357 members 
Entering Unmasked Estep 
Score: -18960634.000000 Penalty: 3904.507812
	Iteration 133Q: 3 clusters Score -1.896063e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -18960652.000000 Penalty: 3904.507812
	Iteration 134Q: 3 clusters Score -1.896065e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 147559 members 
Entering Unmasked Estep 
Score: -18960672.000000 Penalty: 3904.507812
	Iteration 135Q: 3 clusters Score -1.896067e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 147669 members 
Entering Unmasked Estep 
Score: -18960694.000000 Penalty: 3904.507812
	Iteration 136Q: 3 clusters Score -1.896069e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 147767 members 
Entering Unmasked Estep 
Score: -18960698.000000 Penalty: 3904.507812
	Iteration 137Q: 3 clusters Score -1.89607e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 147868 members 
Entering Unmasked Estep 
Score: -18960692.000000 Penalty: 3904.507812
	Iteration 138Q: 3 clusters Score -1.896069e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 147962 members 
Entering Unmasked Estep 
Score: -18960714.000000 Penalty: 3904.507812
	Iteration 139Q: 3 clusters Score -1.896071e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 148053 members 
Entering Unmasked Estep 
Score: -18960736.000000 Penalty: 3904.507812
	Iteration 140F: 3 clusters Score -1.896074e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 148153 members 
Entering Unmasked Estep 
Score: -18960768.000000 Penalty: 3904.507812
	Iteration 141Q: 3 clusters Score -1.896077e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 148247 members 
Entering Unmasked Estep 
Score: -18960770.000000 Penalty: 3904.507812
	Iteration 142Q: 3 clusters Score -1.896077e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 148340 members 
Entering Unmasked Estep 
Score: -18960798.000000 Penalty: 3904.507812
	Iteration 143Q: 3 clusters Score -1.89608e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 148441 members 
Entering Unmasked Estep 
Score: -18960780.000000 Penalty: 3904.507812
	Iteration 144Q: 3 clusters Score -1.896078e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 148529 members 
Entering Unmasked Estep 
Score: -18960788.000000 Penalty: 3904.507812
	Iteration 145Q: 3 clusters Score -1.896079e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 148613 members 
Entering Unmasked Estep 
Score: -18960804.000000 Penalty: 3904.507812
	Iteration 146Q: 3 clusters Score -1.89608e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 148685 members 
Entering Unmasked Estep 
Score: -18960804.000000 Penalty: 3904.507812
	Iteration 147Q: 3 clusters Score -1.89608e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 148751 members 
Entering Unmasked Estep 
Score: -18960798.000000 Penalty: 3904.507812
	Iteration 148Q: 3 clusters Score -1.89608e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 148801 members 
Entering Unmasked Estep 
Score: -18960802.000000 Penalty: 3904.507812
	Iteration 149Q: 3 clusters Score -1.89608e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 148851 members 
Entering Unmasked Estep 
Score: -18960808.000000 Penalty: 3904.507812
	Iteration 150Q: 3 clusters Score -1.896081e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 148903 members 
Entering Unmasked Estep 
Score: -18960852.000000 Penalty: 3904.507812
	Iteration 151Q: 3 clusters Score -1.896085e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 148954 members 
Entering Unmasked Estep 
Score: -18960842.000000 Penalty: 3904.507812
	Iteration 152Q: 3 clusters Score -1.896084e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 149011 members 
Entering Unmasked Estep 
Score: -18960862.000000 Penalty: 3904.507812
	Iteration 153Q: 3 clusters Score -1.896086e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 149063 members 
Entering Unmasked Estep 
Score: -18960870.000000 Penalty: 3904.507812
	Iteration 154Q: 3 clusters Score -1.896087e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -18960872.000000 Penalty: 3904.507812
	Iteration 155Q: 3 clusters Score -1.896087e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 149139 members 
Entering Unmasked Estep 
Score: -18960896.000000 Penalty: 3904.507812
	Iteration 156Q: 3 clusters Score -1.89609e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 149173 members 
Entering Unmasked Estep 
Score: -18960866.000000 Penalty: 3904.507812
	Iteration 157Q: 3 clusters Score -1.896087e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 149202 members 
Entering Unmasked Estep 
Score: -18960872.000000 Penalty: 3904.507812
	Iteration 158Q: 3 clusters Score -1.896087e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 149232 members 
Entering Unmasked Estep 
Score: -18960866.000000 Penalty: 3904.507812
	Iteration 159Q: 3 clusters Score -1.896087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 149260 members 
Entering Unmasked Estep 
Score: -18960874.000000 Penalty: 3904.507812
	Iteration 160F: 3 clusters Score -1.896087e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 149290 members 
Entering Unmasked Estep 
Score: -18960888.000000 Penalty: 3904.507812
	Iteration 161Q: 3 clusters Score -1.896089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 149308 members 
Entering Unmasked Estep 
Score: -18960880.000000 Penalty: 3904.507812
	Iteration 162Q: 3 clusters Score -1.896088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 149331 members 
Entering Unmasked Estep 
Score: -18960866.000000 Penalty: 3904.507812
	Iteration 163Q: 3 clusters Score -1.896087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 149346 members 
Entering Unmasked Estep 
Score: -18960858.000000 Penalty: 3904.507812
	Iteration 164Q: 3 clusters Score -1.896086e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 149371 members 
Entering Unmasked Estep 
Score: -18960884.000000 Penalty: 3904.507812
	Iteration 165Q: 3 clusters Score -1.896088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 149397 members 
Entering Unmasked Estep 
Score: -18960870.000000 Penalty: 3904.507812
	Iteration 166Q: 3 clusters Score -1.896087e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 149427 members 
Entering Unmasked Estep 
Score: -18960852.000000 Penalty: 3904.507812
	Iteration 167Q: 3 clusters Score -1.896085e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 149463 members 
Entering Unmasked Estep 
Score: -18960880.000000 Penalty: 3904.507812
	Iteration 168Q: 3 clusters Score -1.896088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
Score: -18960892.000000 Penalty: 3904.507812
	Iteration 169Q: 3 clusters Score -1.896089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 149514 members 
Entering Unmasked Estep 
Score: -18960896.000000 Penalty: 3904.507812
	Iteration 170Q: 3 clusters Score -1.89609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 149535 members 
Entering Unmasked Estep 
Score: -18960914.000000 Penalty: 3904.507812
	Iteration 171Q: 3 clusters Score -1.896091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 149554 members 
Entering Unmasked Estep 
Score: -18960910.000000 Penalty: 3904.507812
	Iteration 172Q: 3 clusters Score -1.896091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 149571 members 
Entering Unmasked Estep 
Score: -18960914.000000 Penalty: 3904.507812
	Iteration 173Q: 3 clusters Score -1.896091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 149588 members 
Entering Unmasked Estep 
Score: -18960922.000000 Penalty: 3904.507812
	Iteration 174Q: 3 clusters Score -1.896092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 149602 members 
Entering Unmasked Estep 
Score: -18960904.000000 Penalty: 3904.507812
	Iteration 175Q: 3 clusters Score -1.89609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 149616 members 
Entering Unmasked Estep 
Score: -18960930.000000 Penalty: 3904.507812
	Iteration 176Q: 3 clusters Score -1.896093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 149634 members 
Entering Unmasked Estep 
Score: -18960948.000000 Penalty: 3904.507812
	Iteration 177Q: 3 clusters Score -1.896095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 149654 members 
Entering Unmasked Estep 
Score: -18960956.000000 Penalty: 3904.507812
	Iteration 178Q: 3 clusters Score -1.896096e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 149675 members 
Entering Unmasked Estep 
Score: -18960964.000000 Penalty: 3904.507812
	Iteration 179Q: 3 clusters Score -1.896096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 149691 members 
Entering Unmasked Estep 
Score: -18960988.000000 Penalty: 3904.507812
	Iteration 180F: 3 clusters Score -1.896099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 149713 members 
Entering Unmasked Estep 
Score: -18960982.000000 Penalty: 3904.507812
	Iteration 181Q: 3 clusters Score -1.896098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 149732 members 
Entering Unmasked Estep 
Score: -18960986.000000 Penalty: 3904.507812
	Iteration 182Q: 3 clusters Score -1.896099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 149753 members 
Entering Unmasked Estep 
Score: -18960998.000000 Penalty: 3904.507812
	Iteration 183Q: 3 clusters Score -1.8961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 149773 members 
Entering Unmasked Estep 
Score: -18961000.000000 Penalty: 3904.507812
	Iteration 184Q: 3 clusters Score -1.8961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 149793 members 
Entering Unmasked Estep 
Score: -18960992.000000 Penalty: 3904.507812
	Iteration 185Q: 3 clusters Score -1.896099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 149809 members 
Entering Unmasked Estep 
Score: -18961004.000000 Penalty: 3904.507812
	Iteration 186Q: 3 clusters Score -1.8961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
Score: -18961004.000000 Penalty: 3904.507812
	Iteration 187Q: 3 clusters Score -1.8961e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
Score: -18960994.000000 Penalty: 3904.507812
	Iteration 188Q: 3 clusters Score -1.896099e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 149870 members 
Entering Unmasked Estep 
Score: -18961000.000000 Penalty: 3904.507812
	Iteration 189Q: 3 clusters Score -1.8961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 149894 members 
Entering Unmasked Estep 
Score: -18960980.000000 Penalty: 3904.507812
	Iteration 190Q: 3 clusters Score -1.896098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 149914 members 
Entering Unmasked Estep 
Score: -18960982.000000 Penalty: 3904.507812
	Iteration 191Q: 3 clusters Score -1.896098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 149935 members 
Entering Unmasked Estep 
Score: -18960996.000000 Penalty: 3904.507812
	Iteration 192Q: 3 clusters Score -1.8961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 149959 members 
Entering Unmasked Estep 
Score: -18961006.000000 Penalty: 3904.507812
	Iteration 193Q: 3 clusters Score -1.896101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 149979 members 
Entering Unmasked Estep 
Score: -18961020.000000 Penalty: 3904.507812
	Iteration 194Q: 3 clusters Score -1.896102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 149997 members 
Entering Unmasked Estep 
Score: -18961016.000000 Penalty: 3904.507812
	Iteration 195Q: 3 clusters Score -1.896102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 150003 members 
Entering Unmasked Estep 
Score: -18961030.000000 Penalty: 3904.507812
	Iteration 196Q: 3 clusters Score -1.896103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -18961032.000000 Penalty: 3904.507812
	Iteration 197Q: 3 clusters Score -1.896103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 150025 members 
Entering Unmasked Estep 
Score: -18961030.000000 Penalty: 3904.507812
	Iteration 198Q: 3 clusters Score -1.896103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 150038 members 
Entering Unmasked Estep 
Score: -18961042.000000 Penalty: 3904.507812
	Iteration 199Q: 3 clusters Score -1.896104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 150051 members 
Entering Unmasked Estep 
Score: -18961030.000000 Penalty: 3904.507812
	Iteration 200F: 3 clusters Score -1.896103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 150061 members 
Entering Unmasked Estep 
Score: -18961044.000000 Penalty: 3904.507812
	Iteration 201Q: 3 clusters Score -1.896104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 150074 members 
Entering Unmasked Estep 
Score: -18961052.000000 Penalty: 3904.507812
	Iteration 202Q: 3 clusters Score -1.896105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 150090 members 
Entering Unmasked Estep 
Score: -18961038.000000 Penalty: 3904.507812
	Iteration 203Q: 3 clusters Score -1.896104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 150105 members 
Entering Unmasked Estep 
Score: -18961044.000000 Penalty: 3904.507812
	Iteration 204Q: 3 clusters Score -1.896104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 150119 members 
Entering Unmasked Estep 
Score: -18961034.000000 Penalty: 3904.507812
	Iteration 205Q: 3 clusters Score -1.896103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 150139 members 
Entering Unmasked Estep 
Score: -18961038.000000 Penalty: 3904.507812
	Iteration 206Q: 3 clusters Score -1.896104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 150157 members 
Entering Unmasked Estep 
Score: -18961028.000000 Penalty: 3904.507812
	Iteration 207Q: 3 clusters Score -1.896103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 150170 members 
Entering Unmasked Estep 
Score: -18961016.000000 Penalty: 3904.507812
	Iteration 208Q: 3 clusters Score -1.896102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -18961014.000000 Penalty: 3904.507812
	Iteration 209Q: 3 clusters Score -1.896101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 150204 members 
Entering Unmasked Estep 
Score: -18961006.000000 Penalty: 3904.507812
	Iteration 210Q: 3 clusters Score -1.896101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 150214 members 
Entering Unmasked Estep 
Score: -18960996.000000 Penalty: 3904.507812
	Iteration 211Q: 3 clusters Score -1.8961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 150225 members 
Entering Unmasked Estep 
Score: -18960990.000000 Penalty: 3904.507812
	Iteration 212Q: 3 clusters Score -1.896099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 150239 members 
Entering Unmasked Estep 
Score: -18960976.000000 Penalty: 3904.507812
	Iteration 213Q: 3 clusters Score -1.896098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 150254 members 
Entering Unmasked Estep 
Score: -18960982.000000 Penalty: 3904.507812
	Iteration 214Q: 3 clusters Score -1.896098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 150270 members 
Entering Unmasked Estep 
Score: -18960970.000000 Penalty: 3904.507812
	Iteration 215Q: 3 clusters Score -1.896097e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 150290 members 
Entering Unmasked Estep 
Score: -18960972.000000 Penalty: 3904.507812
	Iteration 216Q: 3 clusters Score -1.896097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 150309 members 
Entering Unmasked Estep 
Score: -18960958.000000 Penalty: 3904.507812
	Iteration 217Q: 3 clusters Score -1.896096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 150322 members 
Entering Unmasked Estep 
Score: -18960966.000000 Penalty: 3904.507812
	Iteration 218Q: 3 clusters Score -1.896097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 150331 members 
Entering Unmasked Estep 
Score: -18960952.000000 Penalty: 3904.507812
	Iteration 219Q: 3 clusters Score -1.896095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 150340 members 
Entering Unmasked Estep 
Score: -18960954.000000 Penalty: 3904.507812
	Iteration 220F: 3 clusters Score -1.896095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 150348 members 
Entering Unmasked Estep 
Score: -18960966.000000 Penalty: 3904.507812
	Iteration 221Q: 3 clusters Score -1.896097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 150356 members 
Entering Unmasked Estep 
Score: -18960960.000000 Penalty: 3904.507812
	Iteration 222Q: 3 clusters Score -1.896096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 150365 members 
Entering Unmasked Estep 
Score: -18960954.000000 Penalty: 3904.507812
	Iteration 223Q: 3 clusters Score -1.896095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 150369 members 
Entering Unmasked Estep 
Score: -18960956.000000 Penalty: 3904.507812
	Iteration 224Q: 3 clusters Score -1.896096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 150371 members 
Entering Unmasked Estep 
Score: -18960954.000000 Penalty: 3904.507812
	Iteration 225Q: 3 clusters Score -1.896095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 150372 members 
Entering Unmasked Estep 
Score: -18960946.000000 Penalty: 3904.507812
	Iteration 226Q: 3 clusters Score -1.896095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 150372 members 
Entering Unmasked Estep 
Score: -18960946.000000 Penalty: 3904.507812
	Iteration 227F: 3 clusters Score -1.896095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 121952 members 
Mstep: Class 3 contains 75938 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 129 members 
Mstep: Class 7 contains 16329 members 
Mstep: Class 8 contains 7310 members 
Mstep: Class 9 contains 24641 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 11 contains 12442 members 
Mstep: Class 12 contains 45751 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 116232 members 
Mstep: Class 15 contains 14656 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 25494 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 13299 members 
Mstep: Class 20 contains 465 members 
Mstep: Class 21 contains 11713 members 
Mstep: Class 22 contains 79419 members 
Mstep: Class 23 contains 150372 members 
Entering Unmasked Estep 
Score: -86119424.000000 Penalty: 50606.734375
Splitting cluster 15 changes total score from -86107504.000000 to -86119424.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -297817.875000 Penalty: 1295.805664
	Iteration 0F: 2 clusters Score -297817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -295261.156250 Penalty: 2591.611328
	Iteration 0F: 3 clusters Score -295261.2 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -296262.531250 Penalty: 2591.611328
	Iteration 1F: 3 clusters Score -296262.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -296978.375000 Penalty: 2591.611328
	Iteration 2F: 3 clusters Score -296978.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -297464.156250 Penalty: 2591.611328
	Iteration 3F: 3 clusters Score -297464.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -297841.156250 Penalty: 2591.611328
	Iteration 4F: 3 clusters Score -297841.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -298156.906250 Penalty: 2591.611328
	Iteration 5F: 3 clusters Score -298156.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -298389.093750 Penalty: 2591.611328
	Iteration 6Q: 3 clusters Score -298389.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -298501.031250 Penalty: 2591.611328
	Iteration 7Q: 3 clusters Score -298501 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -298561.843750 Penalty: 2591.611328
	Iteration 8Q: 3 clusters Score -298561.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -298582.500000 Penalty: 2591.611328
	Iteration 9Q: 3 clusters Score -298582.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298594.000000 Penalty: 2591.611328
	Iteration 10Q: 3 clusters Score -298594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -298603.125000 Penalty: 2591.611328
	Iteration 11Q: 3 clusters Score -298603.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -298607.218750 Penalty: 2591.611328
	Iteration 12Q: 3 clusters Score -298607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -298612.093750 Penalty: 2591.611328
	Iteration 13Q: 3 clusters Score -298612.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -298615.687500 Penalty: 2591.611328
	Iteration 14Q: 3 clusters Score -298615.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -298619.156250 Penalty: 2591.611328
	Iteration 15Q: 3 clusters Score -298619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -298623.812500 Penalty: 2591.611328
	Iteration 16Q: 3 clusters Score -298623.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -298629.687500 Penalty: 2591.611328
	Iteration 17Q: 3 clusters Score -298629.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -298633.375000 Penalty: 2591.611328
	Iteration 18Q: 3 clusters Score -298633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -298636.375000 Penalty: 2591.611328
	Iteration 19Q: 3 clusters Score -298636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -298638.156250 Penalty: 2591.611328
	Iteration 20F: 3 clusters Score -298638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -298638.000000 Penalty: 2591.611328
	Iteration 21Q: 3 clusters Score -298638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -298639.218750 Penalty: 2591.611328
	Iteration 22Q: 3 clusters Score -298639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -298639.250000 Penalty: 2591.611328
	Iteration 23Q: 3 clusters Score -298639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -298640.687500 Penalty: 2591.611328
	Iteration 24Q: 3 clusters Score -298640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -298640.531250 Penalty: 2591.611328
	Iteration 25Q: 3 clusters Score -298640.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -298640.906250 Penalty: 2591.611328
	Iteration 26Q: 3 clusters Score -298640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -298640.906250 Penalty: 2591.611328
	Iteration 27F: 3 clusters Score -298640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 121952 members 
Mstep: Class 3 contains 75938 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 129 members 
Mstep: Class 7 contains 16329 members 
Mstep: Class 8 contains 7310 members 
Mstep: Class 9 contains 24641 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 11 contains 12442 members 
Mstep: Class 12 contains 45751 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 116232 members 
Mstep: Class 15 contains 14656 members 
Mstep: Class 16 contains 1719 members 
Mstep: Class 17 contains 25494 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 13299 members 
Mstep: Class 20 contains 465 members 
Mstep: Class 21 contains 11713 members 
Mstep: Class 22 contains 79419 members 
Mstep: Class 23 contains 150372 members 
Mstep: Class 24 contains 1186 members 
Entering Unmasked Estep 
Score: -86119528.000000 Penalty: 52807.027344
Splitting cluster 16 changes total score from -86107504.000000 to -86119528.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (5279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Entering Unmasked Estep 
Score: -646959.187500 Penalty: 1392.867432
	Iteration 0F: 2 clusters Score -646959.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -642765.187500 Penalty: 2785.734863
	Iteration 0F: 3 clusters Score -642765.2 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -643984.000000 Penalty: 2785.734863
	Iteration 1F: 3 clusters Score -643984 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -644143.937500 Penalty: 2785.734863
	Iteration 2F: 3 clusters Score -644143.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -644243.375000 Penalty: 2785.734863
	Iteration 3Q: 3 clusters Score -644243.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -644343.812500 Penalty: 2785.734863
	Iteration 4Q: 3 clusters Score -644343.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -644417.812500 Penalty: 2785.734863
	Iteration 5Q: 3 clusters Score -644417.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -644478.437500 Penalty: 2785.734863
	Iteration 6Q: 3 clusters Score -644478.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -644544.187500 Penalty: 2785.734863
	Iteration 7Q: 3 clusters Score -644544.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -644607.687500 Penalty: 2785.734863
	Iteration 8Q: 3 clusters Score -644607.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -644665.562500 Penalty: 2785.734863
	Iteration 9Q: 3 clusters Score -644665.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -644725.875000 Penalty: 2785.734863
	Iteration 10Q: 3 clusters Score -644725.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -644779.000000 Penalty: 2785.734863
	Iteration 11Q: 3 clusters Score -644779 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -644838.312500 Penalty: 2785.734863
	Iteration 12Q: 3 clusters Score -644838.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -644902.625000 Penalty: 2785.734863
	Iteration 13Q: 3 clusters Score -644902.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -644968.000000 Penalty: 2785.734863
	Iteration 14Q: 3 clusters Score -644968 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -645046.687500 Penalty: 2785.734863
	Iteration 15Q: 3 clusters Score -645046.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -645128.000000 Penalty: 2785.734863
	Iteration 16Q: 3 clusters Score -645128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -645216.437500 Penalty: 2785.734863
	Iteration 17Q: 3 clusters Score -645216.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -645314.125000 Penalty: 2785.734863
	Iteration 18Q: 3 clusters Score -645314.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -645391.687500 Penalty: 2785.734863
	Iteration 19Q: 3 clusters Score -645391.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -645460.437500 Penalty: 2785.734863
	Iteration 20F: 3 clusters Score -645460.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -645514.812500 Penalty: 2785.734863
	Iteration 21Q: 3 clusters Score -645514.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -645556.062500 Penalty: 2785.734863
	Iteration 22Q: 3 clusters Score -645556.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -645583.500000 Penalty: 2785.734863
	Iteration 23Q: 3 clusters Score -645583.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -645604.000000 Penalty: 2785.734863
	Iteration 24Q: 3 clusters Score -645604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -645621.250000 Penalty: 2785.734863
	Iteration 25Q: 3 clusters Score -645621.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -645639.250000 Penalty: 2785.734863
	Iteration 26Q: 3 clusters Score -645639.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -645651.875000 Penalty: 2785.734863
	Iteration 27Q: 3 clusters Score -645651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -645661.375000 Penalty: 2785.734863
	Iteration 28Q: 3 clusters Score -645661.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -645670.187500 Penalty: 2785.734863
	Iteration 29Q: 3 clusters Score -645670.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -645675.937500 Penalty: 2785.734863
	Iteration 30Q: 3 clusters Score -645675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -645678.437500 Penalty: 2785.734863
	Iteration 31Q: 3 clusters Score -645678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -645679.875000 Penalty: 2785.734863
	Iteration 32Q: 3 clusters Score -645679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -645683.062500 Penalty: 2785.734863
	Iteration 33Q: 3 clusters Score -645683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -645684.812500 Penalty: 2785.734863
	Iteration 34Q: 3 clusters Score -645684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -645687.250000 Penalty: 2785.734863
	Iteration 35Q: 3 clusters Score -645687.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -645690.875000 Penalty: 2785.734863
	Iteration 36Q: 3 clusters Score -645690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -645692.562500 Penalty: 2785.734863
	Iteration 37Q: 3 clusters Score -645692.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -645693.812500 Penalty: 2785.734863
	Iteration 38Q: 3 clusters Score -645693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -645696.312500 Penalty: 2785.734863
	Iteration 39Q: 3 clusters Score -645696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -645698.437500 Penalty: 2785.734863
	Iteration 40F: 3 clusters Score -645698.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -645699.750000 Penalty: 2785.734863
	Iteration 41Q: 3 clusters Score -645699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -645701.000000 Penalty: 2785.734863
	Iteration 42Q: 3 clusters Score -645701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -645703.187500 Penalty: 2785.734863
	Iteration 43Q: 3 clusters Score -645703.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -645705.062500 Penalty: 2785.734863
	Iteration 44Q: 3 clusters Score -645705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -645708.312500 Penalty: 2785.734863
	Iteration 45Q: 3 clusters Score -645708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -645712.625000 Penalty: 2785.734863
	Iteration 46Q: 3 clusters Score -645712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -645713.750000 Penalty: 2785.734863
	Iteration 47Q: 3 clusters Score -645713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -645714.937500 Penalty: 2785.734863
	Iteration 48Q: 3 clusters Score -645714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -645715.875000 Penalty: 2785.734863
	Iteration 49Q: 3 clusters Score -645715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -645716.562500 Penalty: 2785.734863
	Iteration 50Q: 3 clusters Score -645716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -645717.625000 Penalty: 2785.734863
	Iteration 51Q: 3 clusters Score -645717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -645720.187500 Penalty: 2785.734863
	Iteration 52Q: 3 clusters Score -645720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -645720.187500 Penalty: 2785.734863
	Iteration 53F: 3 clusters Score -645720.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Entering Unmasked Estep 
Score: -1546758.875000 Penalty: 1543.009644
	Iteration 0F: 2 clusters Score -1546759 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 6671 members 
Entering Unmasked Estep 
Score: -1537544.625000 Penalty: 3086.019287
	Iteration 0F: 3 clusters Score -1537545 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1541002.000000 Penalty: 3086.019287
	Iteration 1F: 3 clusters Score -1541002 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1541768.625000 Penalty: 3086.019287
	Iteration 2F: 3 clusters Score -1541769 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1542667.125000 Penalty: 3086.019287
	Iteration 3F: 3 clusters Score -1542667 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1543512.500000 Penalty: 3086.019287
	Iteration 4F: 3 clusters Score -1543512 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1544306.250000 Penalty: 3086.019287
	Iteration 5F: 3 clusters Score -1544306 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1545056.000000 Penalty: 3086.019287
	Iteration 6F: 3 clusters Score -1545056 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1545633.625000 Penalty: 3086.019287
	Iteration 7F: 3 clusters Score -1545634 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1546051.625000 Penalty: 3086.019287
	Iteration 8Q: 3 clusters Score -1546052 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1546347.250000 Penalty: 3086.019287
	Iteration 9Q: 3 clusters Score -1546347 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1546552.250000 Penalty: 3086.019287
	Iteration 10Q: 3 clusters Score -1546552 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1546700.625000 Penalty: 3086.019287
	Iteration 11Q: 3 clusters Score -1546701 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1546814.375000 Penalty: 3086.019287
	Iteration 12Q: 3 clusters Score -1546814 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1546886.000000 Penalty: 3086.019287
	Iteration 13Q: 3 clusters Score -1546886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1546941.500000 Penalty: 3086.019287
	Iteration 14Q: 3 clusters Score -1546942 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1546985.500000 Penalty: 3086.019287
	Iteration 15Q: 3 clusters Score -1546986 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1547021.750000 Penalty: 3086.019287
	Iteration 16Q: 3 clusters Score -1547022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1547045.250000 Penalty: 3086.019287
	Iteration 17Q: 3 clusters Score -1547045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1547059.000000 Penalty: 3086.019287
	Iteration 18Q: 3 clusters Score -1547059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1547070.875000 Penalty: 3086.019287
	Iteration 19Q: 3 clusters Score -1547071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1547077.500000 Penalty: 3086.019287
	Iteration 20F: 3 clusters Score -1547078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1547087.750000 Penalty: 3086.019287
	Iteration 21Q: 3 clusters Score -1547088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1547085.750000 Penalty: 3086.019287
	Iteration 22Q: 3 clusters Score -1547086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1547091.375000 Penalty: 3086.019287
	Iteration 23Q: 3 clusters Score -1547091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1547095.750000 Penalty: 3086.019287
	Iteration 24Q: 3 clusters Score -1547096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1547098.875000 Penalty: 3086.019287
	Iteration 25Q: 3 clusters Score -1547099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1547100.000000 Penalty: 3086.019287
	Iteration 26Q: 3 clusters Score -1547100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1547099.375000 Penalty: 3086.019287
	Iteration 27Q: 3 clusters Score -1547099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1547101.500000 Penalty: 3086.019287
	Iteration 28Q: 3 clusters Score -1547102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1547101.125000 Penalty: 3086.019287
	Iteration 29Q: 3 clusters Score -1547101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1547103.000000 Penalty: 3086.019287
	Iteration 30Q: 3 clusters Score -1547103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1547104.625000 Penalty: 3086.019287
	Iteration 31Q: 3 clusters Score -1547105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1547104.625000 Penalty: 3086.019287
	Iteration 32F: 3 clusters Score -1547105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 121952 members 
Mstep: Class 3 contains 75938 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 129 members 
Mstep: Class 7 contains 16329 members 
Mstep: Class 8 contains 7310 members 
Mstep: Class 9 contains 24641 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 11 contains 12442 members 
Mstep: Class 12 contains 45751 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 116232 members 
Mstep: Class 15 contains 14656 members 
Mstep: Class 16 contains 1719 members 
Mstep: Class 17 contains 25494 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 12260 members 
Mstep: Class 20 contains 465 members 
Mstep: Class 21 contains 11713 members 
Mstep: Class 22 contains 79419 members 
Mstep: Class 23 contains 150372 members 
Mstep: Class 24 contains 1186 members 
Mstep: Class 25 contains 1039 members 
Entering Unmasked Estep 
Score: -86119432.000000 Penalty: 55007.320312
Splitting cluster 19 changes total score from -86107504.000000 to -86119432.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 121952 members 
Mstep: Class 3 contains 75938 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 129 members 
Mstep: Class 7 contains 16329 members 
Mstep: Class 8 contains 7310 members 
Mstep: Class 9 contains 24641 members 
Mstep: Class 10 contains 7167 members 
Mstep: Class 11 contains 12442 members 
Mstep: Class 12 contains 45751 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 116232 members 
Mstep: Class 15 contains 14656 members 
Mstep: Class 16 contains 1719 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 12260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86130600.000000 Penalty: 55007.320312
Iteration 39Q: 26 clusters Score -8.61306e+07 nChanged 21906
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 121996 members 
Mstep: Class 3 contains 76945 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 150 members 
Mstep: Class 7 contains 15211 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 25220 members 
Mstep: Class 10 contains 7091 members 
Mstep: Class 11 contains 12605 members 
Mstep: Class 12 contains 50016 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 115278 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 25518 members 
Mstep: Class 18 contains 4920 members 
Mstep: Class 19 contains 12674 members 
Mstep: Class 20 contains 486 members 
Mstep: Class 21 contains 11383 members 
Mstep: Class 22 contains 77690 members 
Mstep: Class 23 contains 147028 members 
Mstep: Class 24 contains 1179 members 
Mstep: Class 25 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86140800.000000 Penalty: 55007.320312
Iteration 40F: 26 clusters Score -8.61408e+07 nChanged 20366
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 120433 members 
Mstep: Class 3 contains 77376 members 
Mstep: Class 4 contains 2933 members 
Mstep: Class 5 contains 2606 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 13846 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 24945 members 
Mstep: Class 10 contains 6765 members 
Mstep: Class 11 contains 12300 members 
Mstep: Class 12 contains 52476 members 
Mstep: Class 13 contains 5774 members 
Mstep: Class 14 contains 112569 members 
Mstep: Class 15 contains 16124 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 25541 members 
Mstep: Class 18 contains 5090 members 
Mstep: Class 19 contains 12819 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 11936 members 
Mstep: Class 22 contains 78546 members 
Mstep: Class 23 contains 149049 members 
Mstep: Class 24 contains 1479 members 
Mstep: Class 25 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86147312.000000 Penalty: 55007.320312
Iteration 41Q: 26 clusters Score -8.614731e+07 nChanged 14186
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 119633 members 
Mstep: Class 3 contains 77673 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 5 contains 2643 members 
Mstep: Class 6 contains 199 members 
Mstep: Class 7 contains 12563 members 
Mstep: Class 8 contains 6435 members 
Mstep: Class 9 contains 24877 members 
Mstep: Class 10 contains 6509 members 
Mstep: Class 11 contains 12143 members 
Mstep: Class 12 contains 54969 members 
Mstep: Class 13 contains 5849 members 
Mstep: Class 14 contains 109894 members 
Mstep: Class 15 contains 16738 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 25504 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 12935 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 12361 members 
Mstep: Class 22 contains 79170 members 
Mstep: Class 23 contains 149860 members 
Mstep: Class 24 contains 1675 members 
Mstep: Class 25 contains 990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86151024.000000 Penalty: 55007.320312
Iteration 42Q: 26 clusters Score -8.615102e+07 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 119035 members 
Mstep: Class 3 contains 77960 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 11367 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 24895 members 
Mstep: Class 10 contains 6284 members 
Mstep: Class 11 contains 12050 members 
Mstep: Class 12 contains 57361 members 
Mstep: Class 13 contains 5969 members 
Mstep: Class 14 contains 107389 members 
Mstep: Class 15 contains 17435 members 
Mstep: Class 16 contains 1531 members 
Mstep: Class 17 contains 25445 members 
Mstep: Class 18 contains 5491 members 
Mstep: Class 19 contains 12987 members 
Mstep: Class 20 contains 516 members 
Mstep: Class 21 contains 12729 members 
Mstep: Class 22 contains 79680 members 
Mstep: Class 23 contains 150229 members 
Mstep: Class 24 contains 1812 members 
Mstep: Class 25 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86153776.000000 Penalty: 55007.320312
Iteration 43Q: 26 clusters Score -8.615378e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 118550 members 
Mstep: Class 3 contains 78128 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 10283 members 
Mstep: Class 8 contains 5911 members 
Mstep: Class 9 contains 24928 members 
Mstep: Class 10 contains 6099 members 
Mstep: Class 11 contains 11984 members 
Mstep: Class 12 contains 59670 members 
Mstep: Class 13 contains 6082 members 
Mstep: Class 14 contains 105007 members 
Mstep: Class 15 contains 18132 members 
Mstep: Class 16 contains 1471 members 
Mstep: Class 17 contains 25485 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 13035 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 13093 members 
Mstep: Class 22 contains 80173 members 
Mstep: Class 23 contains 150272 members 
Mstep: Class 24 contains 1903 members 
Mstep: Class 25 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86156520.000000 Penalty: 55007.320312
Iteration 44Q: 26 clusters Score -8.615652e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 118139 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 230 members 
Mstep: Class 7 contains 9311 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 24987 members 
Mstep: Class 10 contains 5929 members 
Mstep: Class 11 contains 11940 members 
Mstep: Class 12 contains 62013 members 
Mstep: Class 13 contains 6165 members 
Mstep: Class 14 contains 102606 members 
Mstep: Class 15 contains 18825 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 25586 members 
Mstep: Class 18 contains 5911 members 
Mstep: Class 19 contains 13075 members 
Mstep: Class 20 contains 519 members 
Mstep: Class 21 contains 13400 members 
Mstep: Class 22 contains 80612 members 
Mstep: Class 23 contains 150189 members 
Mstep: Class 24 contains 1957 members 
Mstep: Class 25 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86158880.000000 Penalty: 55007.320312
Iteration 45Q: 26 clusters Score -8.615888e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 117929 members 
Mstep: Class 3 contains 78228 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 235 members 
Mstep: Class 7 contains 8412 members 
Mstep: Class 8 contains 5661 members 
Mstep: Class 9 contains 25063 members 
Mstep: Class 10 contains 5742 members 
Mstep: Class 11 contains 11893 members 
Mstep: Class 12 contains 64373 members 
Mstep: Class 13 contains 6242 members 
Mstep: Class 14 contains 100134 members 
Mstep: Class 15 contains 19496 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 25698 members 
Mstep: Class 18 contains 6185 members 
Mstep: Class 19 contains 13112 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 13699 members 
Mstep: Class 22 contains 80929 members 
Mstep: Class 23 contains 150027 members 
Mstep: Class 24 contains 2031 members 
Mstep: Class 25 contains 930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86160256.000000 Penalty: 55007.320312
Iteration 46Q: 26 clusters Score -8.616026e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 117822 members 
Mstep: Class 3 contains 78160 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 241 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 25173 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 11845 members 
Mstep: Class 12 contains 66704 members 
Mstep: Class 13 contains 6282 members 
Mstep: Class 14 contains 97570 members 
Mstep: Class 15 contains 20146 members 
Mstep: Class 16 contains 1340 members 
Mstep: Class 17 contains 25847 members 
Mstep: Class 18 contains 6486 members 
Mstep: Class 19 contains 13153 members 
Mstep: Class 20 contains 525 members 
Mstep: Class 21 contains 13984 members 
Mstep: Class 22 contains 81268 members 
Mstep: Class 23 contains 149787 members 
Mstep: Class 24 contains 2121 members 
Mstep: Class 25 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86162600.000000 Penalty: 55007.320312
Iteration 47Q: 26 clusters Score -8.61626e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 117493 members 
Mstep: Class 3 contains 78068 members 
Mstep: Class 4 contains 3549 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 6899 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 25286 members 
Mstep: Class 10 contains 5361 members 
Mstep: Class 11 contains 11792 members 
Mstep: Class 12 contains 68952 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 95429 members 
Mstep: Class 15 contains 20739 members 
Mstep: Class 16 contains 1307 members 
Mstep: Class 17 contains 26076 members 
Mstep: Class 18 contains 6773 members 
Mstep: Class 19 contains 13188 members 
Mstep: Class 20 contains 527 members 
Mstep: Class 21 contains 14221 members 
Mstep: Class 22 contains 81524 members 
Mstep: Class 23 contains 149473 members 
Mstep: Class 24 contains 2219 members 
Mstep: Class 25 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86164720.000000 Penalty: 55007.320312
Iteration 48Q: 26 clusters Score -8.616472e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 116982 members 
Mstep: Class 3 contains 77953 members 
Mstep: Class 4 contains 3646 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 252 members 
Mstep: Class 7 contains 6287 members 
Mstep: Class 8 contains 5351 members 
Mstep: Class 9 contains 25387 members 
Mstep: Class 10 contains 5177 members 
Mstep: Class 11 contains 11741 members 
Mstep: Class 12 contains 71132 members 
Mstep: Class 13 contains 6245 members 
Mstep: Class 14 contains 93517 members 
Mstep: Class 15 contains 21325 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 26351 members 
Mstep: Class 18 contains 7092 members 
Mstep: Class 19 contains 13214 members 
Mstep: Class 20 contains 524 members 
Mstep: Class 21 contains 14426 members 
Mstep: Class 22 contains 81743 members 
Mstep: Class 23 contains 149051 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86166384.000000 Penalty: 55007.320312
Iteration 49Q: 26 clusters Score -8.616638e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 116352 members 
Mstep: Class 3 contains 77803 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 2794 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 5721 members 
Mstep: Class 8 contains 5275 members 
Mstep: Class 9 contains 25449 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 11682 members 
Mstep: Class 12 contains 73193 members 
Mstep: Class 13 contains 6177 members 
Mstep: Class 14 contains 91926 members 
Mstep: Class 15 contains 21877 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 26740 members 
Mstep: Class 18 contains 7419 members 
Mstep: Class 19 contains 13236 members 
Mstep: Class 20 contains 519 members 
Mstep: Class 21 contains 14604 members 
Mstep: Class 22 contains 81932 members 
Mstep: Class 23 contains 148576 members 
Mstep: Class 24 contains 2528 members 
Mstep: Class 25 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86168056.000000 Penalty: 55007.320312
Iteration 50Q: 26 clusters Score -8.616806e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 115678 members 
Mstep: Class 3 contains 77652 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 262 members 
Mstep: Class 7 contains 5222 members 
Mstep: Class 8 contains 5210 members 
Mstep: Class 9 contains 25533 members 
Mstep: Class 10 contains 4846 members 
Mstep: Class 11 contains 11625 members 
Mstep: Class 12 contains 75194 members 
Mstep: Class 13 contains 6091 members 
Mstep: Class 14 contains 90506 members 
Mstep: Class 15 contains 22455 members 
Mstep: Class 16 contains 1212 members 
Mstep: Class 17 contains 27120 members 
Mstep: Class 18 contains 7753 members 
Mstep: Class 19 contains 13274 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 14772 members 
Mstep: Class 22 contains 82019 members 
Mstep: Class 23 contains 148023 members 
Mstep: Class 24 contains 2695 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86170184.000000 Penalty: 55007.320312
Iteration 51Q: 26 clusters Score -8.617018e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 114992 members 
Mstep: Class 3 contains 77419 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 2801 members 
Mstep: Class 6 contains 265 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 5182 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 4704 members 
Mstep: Class 11 contains 11577 members 
Mstep: Class 12 contains 77035 members 
Mstep: Class 13 contains 5988 members 
Mstep: Class 14 contains 89391 members 
Mstep: Class 15 contains 23009 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 27494 members 
Mstep: Class 18 contains 8075 members 
Mstep: Class 19 contains 13308 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 81988 members 
Mstep: Class 23 contains 147549 members 
Mstep: Class 24 contains 2842 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86172168.000000 Penalty: 55007.320312
Iteration 52Q: 26 clusters Score -8.617217e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 114279 members 
Mstep: Class 3 contains 77083 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 266 members 
Mstep: Class 7 contains 4338 members 
Mstep: Class 8 contains 5173 members 
Mstep: Class 9 contains 25761 members 
Mstep: Class 10 contains 4538 members 
Mstep: Class 11 contains 11536 members 
Mstep: Class 12 contains 78750 members 
Mstep: Class 13 contains 5889 members 
Mstep: Class 14 contains 88538 members 
Mstep: Class 15 contains 23521 members 
Mstep: Class 16 contains 1124 members 
Mstep: Class 17 contains 27857 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 13332 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 15085 members 
Mstep: Class 22 contains 81971 members 
Mstep: Class 23 contains 147056 members 
Mstep: Class 24 contains 2983 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86173336.000000 Penalty: 55007.320312
Iteration 53Q: 26 clusters Score -8.617334e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 113540 members 
Mstep: Class 3 contains 76774 members 
Mstep: Class 4 contains 3825 members 
Mstep: Class 5 contains 2810 members 
Mstep: Class 6 contains 267 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 5168 members 
Mstep: Class 9 contains 25855 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 11502 members 
Mstep: Class 12 contains 80300 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 87904 members 
Mstep: Class 15 contains 23989 members 
Mstep: Class 16 contains 1088 members 
Mstep: Class 17 contains 28216 members 
Mstep: Class 18 contains 8645 members 
Mstep: Class 19 contains 13354 members 
Mstep: Class 20 contains 512 members 
Mstep: Class 21 contains 15237 members 
Mstep: Class 22 contains 81922 members 
Mstep: Class 23 contains 146648 members 
Mstep: Class 24 contains 3104 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86175160.000000 Penalty: 55007.320312
Iteration 54Q: 26 clusters Score -8.617516e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 112853 members 
Mstep: Class 3 contains 76452 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 2815 members 
Mstep: Class 6 contains 268 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 5188 members 
Mstep: Class 9 contains 25924 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 11479 members 
Mstep: Class 12 contains 81803 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 87379 members 
Mstep: Class 15 contains 24427 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 28588 members 
Mstep: Class 18 contains 8885 members 
Mstep: Class 19 contains 13379 members 
Mstep: Class 20 contains 512 members 
Mstep: Class 21 contains 15399 members 
Mstep: Class 22 contains 81801 members 
Mstep: Class 23 contains 146213 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86176488.000000 Penalty: 55007.320312
Iteration 55Q: 26 clusters Score -8.617649e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 112212 members 
Mstep: Class 3 contains 76129 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 271 members 
Mstep: Class 7 contains 3222 members 
Mstep: Class 8 contains 5190 members 
Mstep: Class 9 contains 26000 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 11460 members 
Mstep: Class 12 contains 83222 members 
Mstep: Class 13 contains 5536 members 
Mstep: Class 14 contains 87009 members 
Mstep: Class 15 contains 24833 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 28993 members 
Mstep: Class 18 contains 9126 members 
Mstep: Class 19 contains 13399 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 15555 members 
Mstep: Class 22 contains 81607 members 
Mstep: Class 23 contains 145793 members 
Mstep: Class 24 contains 3301 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86177768.000000 Penalty: 55007.320312
Iteration 56Q: 26 clusters Score -8.617777e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 111735 members 
Mstep: Class 3 contains 75832 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 26040 members 
Mstep: Class 10 contains 3991 members 
Mstep: Class 11 contains 11435 members 
Mstep: Class 12 contains 84556 members 
Mstep: Class 13 contains 5411 members 
Mstep: Class 14 contains 86639 members 
Mstep: Class 15 contains 25192 members 
Mstep: Class 16 contains 1025 members 
Mstep: Class 17 contains 29382 members 
Mstep: Class 18 contains 9294 members 
Mstep: Class 19 contains 13399 members 
Mstep: Class 20 contains 509 members 
Mstep: Class 21 contains 15679 members 
Mstep: Class 22 contains 81405 members 
Mstep: Class 23 contains 145388 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86178976.000000 Penalty: 55007.320312
Iteration 57Q: 26 clusters Score -8.617898e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 111253 members 
Mstep: Class 3 contains 75526 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 277 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 5183 members 
Mstep: Class 9 contains 26046 members 
Mstep: Class 10 contains 3865 members 
Mstep: Class 11 contains 11418 members 
Mstep: Class 12 contains 85752 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 86432 members 
Mstep: Class 15 contains 25506 members 
Mstep: Class 16 contains 1006 members 
Mstep: Class 17 contains 29782 members 
Mstep: Class 18 contains 9416 members 
Mstep: Class 19 contains 13391 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 15816 members 
Mstep: Class 22 contains 81175 members 
Mstep: Class 23 contains 145052 members 
Mstep: Class 24 contains 3507 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86180008.000000 Penalty: 55007.320312
Iteration 58Q: 26 clusters Score -8.618001e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 110814 members 
Mstep: Class 3 contains 75219 members 
Mstep: Class 4 contains 3849 members 
Mstep: Class 5 contains 2825 members 
Mstep: Class 6 contains 278 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 5177 members 
Mstep: Class 9 contains 26059 members 
Mstep: Class 10 contains 3745 members 
Mstep: Class 11 contains 11409 members 
Mstep: Class 12 contains 86870 members 
Mstep: Class 13 contains 5137 members 
Mstep: Class 14 contains 86333 members 
Mstep: Class 15 contains 25784 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 30129 members 
Mstep: Class 18 contains 9508 members 
Mstep: Class 19 contains 13399 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 15940 members 
Mstep: Class 22 contains 80900 members 
Mstep: Class 23 contains 144765 members 
Mstep: Class 24 contains 3580 members 
Mstep: Class 25 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86181272.000000 Penalty: 55007.320312
Iteration 59Q: 26 clusters Score -8.618127e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 110430 members 
Mstep: Class 3 contains 74911 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 5173 members 
Mstep: Class 9 contains 26045 members 
Mstep: Class 10 contains 3631 members 
Mstep: Class 11 contains 11395 members 
Mstep: Class 12 contains 87877 members 
Mstep: Class 13 contains 5030 members 
Mstep: Class 14 contains 86269 members 
Mstep: Class 15 contains 26010 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 30439 members 
Mstep: Class 18 contains 9596 members 
Mstep: Class 19 contains 13393 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 16075 members 
Mstep: Class 22 contains 80665 members 
Mstep: Class 23 contains 144522 members 
Mstep: Class 24 contains 3645 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182808.000000 Penalty: 55007.320312
Iteration 60F: 26 clusters Score -8.618281e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 109898 members 
Mstep: Class 3 contains 74574 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 2825 members 
Mstep: Class 6 contains 280 members 
Mstep: Class 7 contains 2121 members 
Mstep: Class 8 contains 5174 members 
Mstep: Class 9 contains 26060 members 
Mstep: Class 10 contains 3513 members 
Mstep: Class 11 contains 11378 members 
Mstep: Class 12 contains 89151 members 
Mstep: Class 13 contains 4931 members 
Mstep: Class 14 contains 85653 members 
Mstep: Class 15 contains 26192 members 
Mstep: Class 16 contains 972 members 
Mstep: Class 17 contains 30709 members 
Mstep: Class 18 contains 10129 members 
Mstep: Class 19 contains 13389 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 16195 members 
Mstep: Class 22 contains 80409 members 
Mstep: Class 23 contains 144301 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86183928.000000 Penalty: 55007.320312
Iteration 61Q: 26 clusters Score -8.618393e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 109403 members 
Mstep: Class 3 contains 74203 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 5196 members 
Mstep: Class 9 contains 26089 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 11367 members 
Mstep: Class 12 contains 90307 members 
Mstep: Class 13 contains 4833 members 
Mstep: Class 14 contains 85157 members 
Mstep: Class 15 contains 26321 members 
Mstep: Class 16 contains 913 members 
Mstep: Class 17 contains 30962 members 
Mstep: Class 18 contains 10604 members 
Mstep: Class 19 contains 13384 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 16311 members 
Mstep: Class 22 contains 80184 members 
Mstep: Class 23 contains 144169 members 
Mstep: Class 24 contains 3796 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86185504.000000 Penalty: 55007.320312
Iteration 62Q: 26 clusters Score -8.61855e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 108956 members 
Mstep: Class 3 contains 73835 members 
Mstep: Class 4 contains 3938 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 282 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 26191 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 11360 members 
Mstep: Class 12 contains 91377 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 84612 members 
Mstep: Class 15 contains 26450 members 
Mstep: Class 16 contains 867 members 
Mstep: Class 17 contains 31164 members 
Mstep: Class 18 contains 11085 members 
Mstep: Class 19 contains 13388 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 80025 members 
Mstep: Class 23 contains 144052 members 
Mstep: Class 24 contains 3858 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86186504.000000 Penalty: 55007.320312
Iteration 63Q: 26 clusters Score -8.61865e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 108530 members 
Mstep: Class 3 contains 73445 members 
Mstep: Class 4 contains 3951 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 282 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 26314 members 
Mstep: Class 10 contains 3184 members 
Mstep: Class 11 contains 11349 members 
Mstep: Class 12 contains 92356 members 
Mstep: Class 13 contains 4661 members 
Mstep: Class 14 contains 84125 members 
Mstep: Class 15 contains 26559 members 
Mstep: Class 16 contains 829 members 
Mstep: Class 17 contains 31345 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 13397 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 16496 members 
Mstep: Class 22 contains 79903 members 
Mstep: Class 23 contains 143983 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2141.984863 but Gain 2200.292969
Score: -86187160.000000 Penalty: 52807.027344
Iteration 64Q: 25 clusters Score -8.618716e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 108343 members 
Mstep: Class 3 contains 73022 members 
Mstep: Class 4 contains 3963 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 284 members 
Mstep: Class 8 contains 5219 members 
Mstep: Class 9 contains 26444 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 93371 members 
Mstep: Class 13 contains 4590 members 
Mstep: Class 14 contains 84019 members 
Mstep: Class 15 contains 27237 members 
Mstep: Class 16 contains 806 members 
Mstep: Class 17 contains 31510 members 
Mstep: Class 18 contains 11999 members 
Mstep: Class 19 contains 13399 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 16868 members 
Mstep: Class 22 contains 79809 members 
Mstep: Class 23 contains 143921 members 
Mstep: Class 24 contains 3987 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86189112.000000 Penalty: 52807.027344
Iteration 65Q: 25 clusters Score -8.618911e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 107961 members 
Mstep: Class 3 contains 72622 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 284 members 
Mstep: Class 8 contains 5218 members 
Mstep: Class 9 contains 26586 members 
Mstep: Class 10 contains 3006 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 94128 members 
Mstep: Class 13 contains 4517 members 
Mstep: Class 14 contains 83614 members 
Mstep: Class 15 contains 27301 members 
Mstep: Class 16 contains 787 members 
Mstep: Class 17 contains 31662 members 
Mstep: Class 18 contains 12352 members 
Mstep: Class 19 contains 13409 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 17033 members 
Mstep: Class 22 contains 79721 members 
Mstep: Class 23 contains 143873 members 
Mstep: Class 24 contains 4042 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86189376.000000 Penalty: 52807.027344
Iteration 66Q: 25 clusters Score -8.618938e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 107620 members 
Mstep: Class 3 contains 72216 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 2813 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 8 contains 5200 members 
Mstep: Class 9 contains 26719 members 
Mstep: Class 10 contains 2935 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 94818 members 
Mstep: Class 13 contains 4465 members 
Mstep: Class 14 contains 83283 members 
Mstep: Class 15 contains 27347 members 
Mstep: Class 16 contains 769 members 
Mstep: Class 17 contains 31801 members 
Mstep: Class 18 contains 12634 members 
Mstep: Class 19 contains 13407 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 17171 members 
Mstep: Class 22 contains 79672 members 
Mstep: Class 23 contains 143851 members 
Mstep: Class 24 contains 4092 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86189624.000000 Penalty: 52807.027344
Iteration 67Q: 25 clusters Score -8.618962e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 107337 members 
Mstep: Class 3 contains 71851 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 2814 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 8 contains 5176 members 
Mstep: Class 9 contains 26833 members 
Mstep: Class 10 contains 2886 members 
Mstep: Class 11 contains 11314 members 
Mstep: Class 12 contains 95397 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 82979 members 
Mstep: Class 15 contains 27359 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 31937 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 13403 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 17301 members 
Mstep: Class 22 contains 79653 members 
Mstep: Class 23 contains 143832 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86190392.000000 Penalty: 52807.027344
Iteration 68Q: 25 clusters Score -8.619039e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 107050 members 
Mstep: Class 3 contains 71516 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 2808 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 26945 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 11313 members 
Mstep: Class 12 contains 95921 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 82716 members 
Mstep: Class 15 contains 27386 members 
Mstep: Class 16 contains 726 members 
Mstep: Class 17 contains 32067 members 
Mstep: Class 18 contains 13141 members 
Mstep: Class 19 contains 13410 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 17398 members 
Mstep: Class 22 contains 79704 members 
Mstep: Class 23 contains 143824 members 
Mstep: Class 24 contains 4193 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86190840.000000 Penalty: 52807.027344
Iteration 69Q: 25 clusters Score -8.619084e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 106789 members 
Mstep: Class 3 contains 71215 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 2805 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 8 contains 5129 members 
Mstep: Class 9 contains 27050 members 
Mstep: Class 10 contains 2777 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 96429 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 82518 members 
Mstep: Class 15 contains 27406 members 
Mstep: Class 16 contains 710 members 
Mstep: Class 17 contains 32172 members 
Mstep: Class 18 contains 13363 members 
Mstep: Class 19 contains 13399 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 17477 members 
Mstep: Class 22 contains 79750 members 
Mstep: Class 23 contains 143762 members 
Mstep: Class 24 contains 4239 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86191104.000000 Penalty: 52807.027344
Iteration 70Q: 25 clusters Score -8.61911e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 106541 members 
Mstep: Class 3 contains 70930 members 
Mstep: Class 4 contains 4012 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 27137 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 11311 members 
Mstep: Class 12 contains 96953 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 82305 members 
Mstep: Class 15 contains 27410 members 
Mstep: Class 16 contains 695 members 
Mstep: Class 17 contains 32277 members 
Mstep: Class 18 contains 13552 members 
Mstep: Class 19 contains 13395 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 17544 members 
Mstep: Class 22 contains 79791 members 
Mstep: Class 23 contains 143732 members 
Mstep: Class 24 contains 4283 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86191056.000000 Penalty: 52807.027344
Iteration 71Q: 25 clusters Score -8.619106e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 106276 members 
Mstep: Class 3 contains 70668 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 27252 members 
Mstep: Class 10 contains 2683 members 
Mstep: Class 11 contains 11313 members 
Mstep: Class 12 contains 97391 members 
Mstep: Class 13 contains 4241 members 
Mstep: Class 14 contains 82178 members 
Mstep: Class 15 contains 27405 members 
Mstep: Class 16 contains 681 members 
Mstep: Class 17 contains 32365 members 
Mstep: Class 18 contains 13702 members 
Mstep: Class 19 contains 13391 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 17596 members 
Mstep: Class 22 contains 79860 members 
Mstep: Class 23 contains 143722 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86191648.000000 Penalty: 52807.027344
Iteration 72Q: 25 clusters Score -8.619165e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 106044 members 
Mstep: Class 3 contains 70410 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 2814 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 27336 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 11313 members 
Mstep: Class 12 contains 97772 members 
Mstep: Class 13 contains 4212 members 
Mstep: Class 14 contains 82091 members 
Mstep: Class 15 contains 27419 members 
Mstep: Class 16 contains 667 members 
Mstep: Class 17 contains 32415 members 
Mstep: Class 18 contains 13816 members 
Mstep: Class 19 contains 13398 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 17648 members 
Mstep: Class 22 contains 79949 members 
Mstep: Class 23 contains 143717 members 
Mstep: Class 24 contains 4337 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86191952.000000 Penalty: 52807.027344
Iteration 73Q: 25 clusters Score -8.619195e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 105819 members 
Mstep: Class 3 contains 70182 members 
Mstep: Class 4 contains 4022 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 8 contains 5095 members 
Mstep: Class 9 contains 27412 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 11314 members 
Mstep: Class 12 contains 98108 members 
Mstep: Class 13 contains 4188 members 
Mstep: Class 14 contains 82023 members 
Mstep: Class 15 contains 27417 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 32451 members 
Mstep: Class 18 contains 13928 members 
Mstep: Class 19 contains 13397 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 80072 members 
Mstep: Class 23 contains 143690 members 
Mstep: Class 24 contains 4361 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86192344.000000 Penalty: 52807.027344
Iteration 74Q: 25 clusters Score -8.619234e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 105595 members 
Mstep: Class 3 contains 69960 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 27484 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 11321 members 
Mstep: Class 12 contains 98419 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 81986 members 
Mstep: Class 15 contains 27412 members 
Mstep: Class 16 contains 649 members 
Mstep: Class 17 contains 32470 members 
Mstep: Class 18 contains 14022 members 
Mstep: Class 19 contains 13386 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 17736 members 
Mstep: Class 22 contains 80212 members 
Mstep: Class 23 contains 143678 members 
Mstep: Class 24 contains 4399 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86192552.000000 Penalty: 52807.027344
Iteration 75Q: 25 clusters Score -8.619255e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 105420 members 
Mstep: Class 3 contains 69787 members 
Mstep: Class 4 contains 4030 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 8 contains 5046 members 
Mstep: Class 9 contains 27554 members 
Mstep: Class 10 contains 2578 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 98681 members 
Mstep: Class 13 contains 4148 members 
Mstep: Class 14 contains 81962 members 
Mstep: Class 15 contains 27403 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 32502 members 
Mstep: Class 18 contains 14110 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 17766 members 
Mstep: Class 22 contains 80361 members 
Mstep: Class 23 contains 143622 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86192512.000000 Penalty: 52807.027344
Iteration 76Q: 25 clusters Score -8.619251e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 105261 members 
Mstep: Class 3 contains 69646 members 
Mstep: Class 4 contains 4033 members 
Mstep: Class 5 contains 2831 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 8 contains 5002 members 
Mstep: Class 9 contains 27603 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 11328 members 
Mstep: Class 12 contains 98946 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 81918 members 
Mstep: Class 15 contains 27400 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 32524 members 
Mstep: Class 18 contains 14202 members 
Mstep: Class 19 contains 13360 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 17803 members 
Mstep: Class 22 contains 80506 members 
Mstep: Class 23 contains 143552 members 
Mstep: Class 24 contains 4473 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86192728.000000 Penalty: 52807.027344
Iteration 77Q: 25 clusters Score -8.619273e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 105066 members 
Mstep: Class 3 contains 69498 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 8 contains 4951 members 
Mstep: Class 9 contains 27626 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 11331 members 
Mstep: Class 12 contains 99280 members 
Mstep: Class 13 contains 4112 members 
Mstep: Class 14 contains 81861 members 
Mstep: Class 15 contains 27401 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 32541 members 
Mstep: Class 18 contains 14260 members 
Mstep: Class 19 contains 13352 members 
Mstep: Class 20 contains 515 members 
Mstep: Class 21 contains 17836 members 
Mstep: Class 22 contains 80655 members 
Mstep: Class 23 contains 143510 members 
Mstep: Class 24 contains 4510 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86192968.000000 Penalty: 52807.027344
Iteration 78Q: 25 clusters Score -8.619297e+07 nChanged 2350
Entering ConstructFrom: 
Score: -86192968.000000 Penalty: 52807.027344
Entering ConstructFrom: 
Trying to split cluster 1 (9700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Entering Unmasked Estep 
Score: -1051879.000000 Penalty: 1491.730713
	Iteration 0F: 2 clusters Score -1051879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1044946.812500 Penalty: 2983.461426
	Iteration 0F: 3 clusters Score -1044947 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1047131.937500 Penalty: 2983.461426
	Iteration 1F: 3 clusters Score -1047132 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1047371.375000 Penalty: 2983.461426
	Iteration 2F: 3 clusters Score -1047371 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1047575.812500 Penalty: 2983.461426
	Iteration 3Q: 3 clusters Score -1047576 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1047794.250000 Penalty: 2983.461426
	Iteration 4Q: 3 clusters Score -1047794 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1048064.250000 Penalty: 2983.461426
	Iteration 5Q: 3 clusters Score -1048064 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1048400.687500 Penalty: 2983.461426
	Iteration 6F: 3 clusters Score -1048401 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1048751.250000 Penalty: 2983.461426
	Iteration 7F: 3 clusters Score -1048751 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1049124.625000 Penalty: 2983.461426
	Iteration 8F: 3 clusters Score -1049125 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1049448.375000 Penalty: 2983.461426
	Iteration 9F: 3 clusters Score -1049448 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1049707.250000 Penalty: 2983.461426
	Iteration 10Q: 3 clusters Score -1049707 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1049908.250000 Penalty: 2983.461426
	Iteration 11Q: 3 clusters Score -1049908 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1050063.750000 Penalty: 2983.461426
	Iteration 12Q: 3 clusters Score -1050064 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1050222.375000 Penalty: 2983.461426
	Iteration 13Q: 3 clusters Score -1050222 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1050344.000000 Penalty: 2983.461426
	Iteration 14Q: 3 clusters Score -1050344 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1050451.125000 Penalty: 2983.461426
	Iteration 15Q: 3 clusters Score -1050451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1050535.375000 Penalty: 2983.461426
	Iteration 16Q: 3 clusters Score -1050535 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1050590.625000 Penalty: 2983.461426
	Iteration 17Q: 3 clusters Score -1050591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1050655.625000 Penalty: 2983.461426
	Iteration 18Q: 3 clusters Score -1050656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1050712.000000 Penalty: 2983.461426
	Iteration 19Q: 3 clusters Score -1050712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1050746.625000 Penalty: 2983.461426
	Iteration 20F: 3 clusters Score -1050747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1050763.375000 Penalty: 2983.461426
	Iteration 21Q: 3 clusters Score -1050763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1050773.625000 Penalty: 2983.461426
	Iteration 22Q: 3 clusters Score -1050774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1050782.375000 Penalty: 2983.461426
	Iteration 23Q: 3 clusters Score -1050782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1050790.875000 Penalty: 2983.461426
	Iteration 24Q: 3 clusters Score -1050791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1050795.250000 Penalty: 2983.461426
	Iteration 25Q: 3 clusters Score -1050795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1050801.750000 Penalty: 2983.461426
	Iteration 26Q: 3 clusters Score -1050802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1050803.500000 Penalty: 2983.461426
	Iteration 27Q: 3 clusters Score -1050804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1050805.375000 Penalty: 2983.461426
	Iteration 28Q: 3 clusters Score -1050805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1050809.750000 Penalty: 2983.461426
	Iteration 29Q: 3 clusters Score -1050810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1050811.500000 Penalty: 2983.461426
	Iteration 30Q: 3 clusters Score -1050812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1050812.250000 Penalty: 2983.461426
	Iteration 31Q: 3 clusters Score -1050812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1050813.000000 Penalty: 2983.461426
	Iteration 32Q: 3 clusters Score -1050813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1050812.250000 Penalty: 2983.461426
	Iteration 33Q: 3 clusters Score -1050812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1050814.500000 Penalty: 2983.461426
	Iteration 34Q: 3 clusters Score -1050814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1050814.625000 Penalty: 2983.461426
	Iteration 35Q: 3 clusters Score -1050815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1050813.500000 Penalty: 2983.461426
	Iteration 36Q: 3 clusters Score -1050814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1050813.500000 Penalty: 2983.461426
	Iteration 37F: 3 clusters Score -1050814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Entering Unmasked Estep 
Score: -12201742.000000 Penalty: 1878.551025
	Iteration 0F: 2 clusters Score -1.220174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -12136304.000000 Penalty: 3757.102051
	Iteration 0F: 3 clusters Score -1.21363e+07 nChanged 50187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -12165699.000000 Penalty: 3757.102051
	Iteration 1F: 3 clusters Score -1.21657e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -12166520.000000 Penalty: 3757.102051
	Iteration 2Q: 3 clusters Score -1.216652e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -12167438.000000 Penalty: 3757.102051
	Iteration 3Q: 3 clusters Score -1.216744e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -12168587.000000 Penalty: 3757.102051
	Iteration 4Q: 3 clusters Score -1.216859e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -12170268.000000 Penalty: 3757.102051
	Iteration 5Q: 3 clusters Score -1.217027e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -12172772.000000 Penalty: 3757.102051
	Iteration 6Q: 3 clusters Score -1.217277e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -12176602.000000 Penalty: 3757.102051
	Iteration 7F: 3 clusters Score -1.21766e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -12181790.000000 Penalty: 3757.102051
	Iteration 8F: 3 clusters Score -1.218179e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -12187187.000000 Penalty: 3757.102051
	Iteration 9F: 3 clusters Score -1.218719e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -12190586.000000 Penalty: 3757.102051
	Iteration 10F: 3 clusters Score -1.219059e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -12192279.000000 Penalty: 3757.102051
	Iteration 11Q: 3 clusters Score -1.219228e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -12192986.000000 Penalty: 3757.102051
	Iteration 12Q: 3 clusters Score -1.219299e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83367 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -12193384.000000 Penalty: 3757.102051
	Iteration 13Q: 3 clusters Score -1.219338e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -12193782.000000 Penalty: 3757.102051
	Iteration 14Q: 3 clusters Score -1.219378e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -12194163.000000 Penalty: 3757.102051
	Iteration 15Q: 3 clusters Score -1.219416e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -12194480.000000 Penalty: 3757.102051
	Iteration 16Q: 3 clusters Score -1.219448e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88469 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -12194866.000000 Penalty: 3757.102051
	Iteration 17Q: 3 clusters Score -1.219487e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -12195178.000000 Penalty: 3757.102051
	Iteration 18Q: 3 clusters Score -1.219518e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -12195447.000000 Penalty: 3757.102051
	Iteration 19Q: 3 clusters Score -1.219545e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -12195766.000000 Penalty: 3757.102051
	Iteration 20F: 3 clusters Score -1.219577e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -12196107.000000 Penalty: 3757.102051
	Iteration 21Q: 3 clusters Score -1.219611e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -12196458.000000 Penalty: 3757.102051
	Iteration 22Q: 3 clusters Score -1.219646e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94709 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -12196870.000000 Penalty: 3757.102051
	Iteration 23Q: 3 clusters Score -1.219687e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -12197238.000000 Penalty: 3757.102051
	Iteration 24Q: 3 clusters Score -1.219724e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -12197490.000000 Penalty: 3757.102051
	Iteration 25Q: 3 clusters Score -1.219749e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -12197884.000000 Penalty: 3757.102051
	Iteration 26Q: 3 clusters Score -1.219788e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -12198205.000000 Penalty: 3757.102051
	Iteration 27Q: 3 clusters Score -1.21982e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98632 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -12198524.000000 Penalty: 3757.102051
	Iteration 28Q: 3 clusters Score -1.219852e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99236 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -12198845.000000 Penalty: 3757.102051
	Iteration 29Q: 3 clusters Score -1.219884e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -12199048.000000 Penalty: 3757.102051
	Iteration 30Q: 3 clusters Score -1.219905e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -12199296.000000 Penalty: 3757.102051
	Iteration 31Q: 3 clusters Score -1.21993e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -12199474.000000 Penalty: 3757.102051
	Iteration 32Q: 3 clusters Score -1.219947e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -12199663.000000 Penalty: 3757.102051
	Iteration 33Q: 3 clusters Score -1.219966e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101488 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -12199792.000000 Penalty: 3757.102051
	Iteration 34Q: 3 clusters Score -1.219979e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -12199911.000000 Penalty: 3757.102051
	Iteration 35Q: 3 clusters Score -1.219991e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102074 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -12200046.000000 Penalty: 3757.102051
	Iteration 36Q: 3 clusters Score -1.220005e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102341 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -12200144.000000 Penalty: 3757.102051
	Iteration 37Q: 3 clusters Score -1.220014e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -12200255.000000 Penalty: 3757.102051
	Iteration 38Q: 3 clusters Score -1.220026e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102737 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -12200326.000000 Penalty: 3757.102051
	Iteration 39Q: 3 clusters Score -1.220033e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -12200401.000000 Penalty: 3757.102051
	Iteration 40F: 3 clusters Score -1.22004e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -12200470.000000 Penalty: 3757.102051
	Iteration 41Q: 3 clusters Score -1.220047e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -12200484.000000 Penalty: 3757.102051
	Iteration 42Q: 3 clusters Score -1.220048e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103270 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12200564.000000 Penalty: 3757.102051
	Iteration 43Q: 3 clusters Score -1.220056e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12200581.000000 Penalty: 3757.102051
	Iteration 44Q: 3 clusters Score -1.220058e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103460 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -12200620.000000 Penalty: 3757.102051
	Iteration 45Q: 3 clusters Score -1.220062e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12200651.000000 Penalty: 3757.102051
	Iteration 46Q: 3 clusters Score -1.220065e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -12200676.000000 Penalty: 3757.102051
	Iteration 47Q: 3 clusters Score -1.220068e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12200725.000000 Penalty: 3757.102051
	Iteration 48Q: 3 clusters Score -1.220072e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103690 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12200736.000000 Penalty: 3757.102051
	Iteration 49Q: 3 clusters Score -1.220074e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103728 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -12200756.000000 Penalty: 3757.102051
	Iteration 50Q: 3 clusters Score -1.220076e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103762 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -12200760.000000 Penalty: 3757.102051
	Iteration 51Q: 3 clusters Score -1.220076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -12200764.000000 Penalty: 3757.102051
	Iteration 52Q: 3 clusters Score -1.220076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103793 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12200784.000000 Penalty: 3757.102051
	Iteration 53Q: 3 clusters Score -1.220078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12200773.000000 Penalty: 3757.102051
	Iteration 54Q: 3 clusters Score -1.220077e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12200787.000000 Penalty: 3757.102051
	Iteration 55Q: 3 clusters Score -1.220079e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12200785.000000 Penalty: 3757.102051
	Iteration 56Q: 3 clusters Score -1.220078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12200787.000000 Penalty: 3757.102051
	Iteration 57Q: 3 clusters Score -1.220079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103863 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12200791.000000 Penalty: 3757.102051
	Iteration 58Q: 3 clusters Score -1.220079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12200803.000000 Penalty: 3757.102051
	Iteration 59Q: 3 clusters Score -1.22008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103873 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -12200802.000000 Penalty: 3757.102051
	Iteration 60F: 3 clusters Score -1.22008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12200807.000000 Penalty: 3757.102051
	Iteration 61Q: 3 clusters Score -1.220081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103881 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12200808.000000 Penalty: 3757.102051
	Iteration 62Q: 3 clusters Score -1.220081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103882 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12200815.000000 Penalty: 3757.102051
	Iteration 63Q: 3 clusters Score -1.220082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12200817.000000 Penalty: 3757.102051
	Iteration 64Q: 3 clusters Score -1.220082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103888 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -12200820.000000 Penalty: 3757.102051
	Iteration 65Q: 3 clusters Score -1.220082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12200823.000000 Penalty: 3757.102051
	Iteration 66Q: 3 clusters Score -1.220082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -12200817.000000 Penalty: 3757.102051
	Iteration 67Q: 3 clusters Score -1.220082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103897 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12200816.000000 Penalty: 3757.102051
	Iteration 68Q: 3 clusters Score -1.220082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103901 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12200819.000000 Penalty: 3757.102051
	Iteration 69Q: 3 clusters Score -1.220082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12200820.000000 Penalty: 3757.102051
	Iteration 70Q: 3 clusters Score -1.220082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103907 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12200821.000000 Penalty: 3757.102051
	Iteration 71Q: 3 clusters Score -1.220082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12200816.000000 Penalty: 3757.102051
	Iteration 72Q: 3 clusters Score -1.220082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12200819.000000 Penalty: 3757.102051
	Iteration 73Q: 3 clusters Score -1.220082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12200823.000000 Penalty: 3757.102051
	Iteration 74Q: 3 clusters Score -1.220082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103916 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12200823.000000 Penalty: 3757.102051
	Iteration 75Q: 3 clusters Score -1.220082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12200829.000000 Penalty: 3757.102051
	Iteration 76Q: 3 clusters Score -1.220083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12200829.000000 Penalty: 3757.102051
	Iteration 77F: 3 clusters Score -1.220083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Entering Unmasked Estep 
Score: -8074619.500000 Penalty: 1811.435547
	Iteration 0F: 2 clusters Score -8074620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -8028357.000000 Penalty: 3622.871094
	Iteration 0F: 3 clusters Score -8028357 nChanged 32889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -8047394.000000 Penalty: 3622.871094
	Iteration 1F: 3 clusters Score -8047394 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -8047986.000000 Penalty: 3622.871094
	Iteration 2Q: 3 clusters Score -8047986 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -8048626.500000 Penalty: 3622.871094
	Iteration 3Q: 3 clusters Score -8048626 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -8049740.000000 Penalty: 3622.871094
	Iteration 4Q: 3 clusters Score -8049740 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -8051231.500000 Penalty: 3622.871094
	Iteration 5Q: 3 clusters Score -8051232 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -8053369.000000 Penalty: 3622.871094
	Iteration 6F: 3 clusters Score -8053369 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -8056467.000000 Penalty: 3622.871094
	Iteration 7F: 3 clusters Score -8056467 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -8060104.500000 Penalty: 3622.871094
	Iteration 8F: 3 clusters Score -8060104 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -8063554.000000 Penalty: 3622.871094
	Iteration 9F: 3 clusters Score -8063554 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -8066025.500000 Penalty: 3622.871094
	Iteration 10Q: 3 clusters Score -8066026 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -8067585.500000 Penalty: 3622.871094
	Iteration 11Q: 3 clusters Score -8067586 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -8068649.500000 Penalty: 3622.871094
	Iteration 12Q: 3 clusters Score -8068650 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -8069477.000000 Penalty: 3622.871094
	Iteration 13Q: 3 clusters Score -8069477 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -8070106.500000 Penalty: 3622.871094
	Iteration 14Q: 3 clusters Score -8070106 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -8070594.000000 Penalty: 3622.871094
	Iteration 15Q: 3 clusters Score -8070594 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -8070966.500000 Penalty: 3622.871094
	Iteration 16Q: 3 clusters Score -8070966 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -8071317.500000 Penalty: 3622.871094
	Iteration 17Q: 3 clusters Score -8071318 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -8071562.000000 Penalty: 3622.871094
	Iteration 18Q: 3 clusters Score -8071562 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -8071729.500000 Penalty: 3622.871094
	Iteration 19Q: 3 clusters Score -8071730 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -8071956.500000 Penalty: 3622.871094
	Iteration 20F: 3 clusters Score -8071956 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -8072072.500000 Penalty: 3622.871094
	Iteration 21Q: 3 clusters Score -8072072 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 63308 members 
Entering Unmasked Estep 
Score: -8072165.500000 Penalty: 3622.871094
	Iteration 22Q: 3 clusters Score -8072166 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -8072291.000000 Penalty: 3622.871094
	Iteration 23Q: 3 clusters Score -8072291 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -8072403.000000 Penalty: 3622.871094
	Iteration 24Q: 3 clusters Score -8072403 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -8072508.000000 Penalty: 3622.871094
	Iteration 25Q: 3 clusters Score -8072508 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -8072603.000000 Penalty: 3622.871094
	Iteration 26Q: 3 clusters Score -8072603 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -8072742.000000 Penalty: 3622.871094
	Iteration 27Q: 3 clusters Score -8072742 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -8072813.000000 Penalty: 3622.871094
	Iteration 28Q: 3 clusters Score -8072813 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -8072873.500000 Penalty: 3622.871094
	Iteration 29Q: 3 clusters Score -8072874 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -8072956.000000 Penalty: 3622.871094
	Iteration 30Q: 3 clusters Score -8072956 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -8073022.500000 Penalty: 3622.871094
	Iteration 31Q: 3 clusters Score -8073022 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -8073088.500000 Penalty: 3622.871094
	Iteration 32Q: 3 clusters Score -8073088 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -8073125.000000 Penalty: 3622.871094
	Iteration 33Q: 3 clusters Score -8073125 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -8073156.500000 Penalty: 3622.871094
	Iteration 34Q: 3 clusters Score -8073156 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -8073189.000000 Penalty: 3622.871094
	Iteration 35Q: 3 clusters Score -8073189 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -8073208.500000 Penalty: 3622.871094
	Iteration 36Q: 3 clusters Score -8073208 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -8073226.500000 Penalty: 3622.871094
	Iteration 37Q: 3 clusters Score -8073226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -8073240.000000 Penalty: 3622.871094
	Iteration 38Q: 3 clusters Score -8073240 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -8073262.500000 Penalty: 3622.871094
	Iteration 39Q: 3 clusters Score -8073262 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 66731 members 
Entering Unmasked Estep 
Score: -8073265.500000 Penalty: 3622.871094
	Iteration 40F: 3 clusters Score -8073266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -8073258.500000 Penalty: 3622.871094
	Iteration 41Q: 3 clusters Score -8073258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -8073266.500000 Penalty: 3622.871094
	Iteration 42Q: 3 clusters Score -8073266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -8073285.500000 Penalty: 3622.871094
	Iteration 43Q: 3 clusters Score -8073286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -8073291.500000 Penalty: 3622.871094
	Iteration 44Q: 3 clusters Score -8073292 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -8073289.000000 Penalty: 3622.871094
	Iteration 45Q: 3 clusters Score -8073289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -8073296.500000 Penalty: 3622.871094
	Iteration 46Q: 3 clusters Score -8073296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -8073299.000000 Penalty: 3622.871094
	Iteration 47Q: 3 clusters Score -8073299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -8073305.500000 Penalty: 3622.871094
	Iteration 48Q: 3 clusters Score -8073306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -8073309.500000 Penalty: 3622.871094
	Iteration 49Q: 3 clusters Score -8073310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -8073303.500000 Penalty: 3622.871094
	Iteration 50Q: 3 clusters Score -8073304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -8073315.500000 Penalty: 3622.871094
	Iteration 51Q: 3 clusters Score -8073316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -8073322.500000 Penalty: 3622.871094
	Iteration 52Q: 3 clusters Score -8073322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -8073329.500000 Penalty: 3622.871094
	Iteration 53Q: 3 clusters Score -8073330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -8073330.000000 Penalty: 3622.871094
	Iteration 54Q: 3 clusters Score -8073330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -8073318.500000 Penalty: 3622.871094
	Iteration 55Q: 3 clusters Score -8073318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -8073330.000000 Penalty: 3622.871094
	Iteration 56Q: 3 clusters Score -8073330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -8073322.000000 Penalty: 3622.871094
	Iteration 57Q: 3 clusters Score -8073322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -8073330.000000 Penalty: 3622.871094
	Iteration 58Q: 3 clusters Score -8073330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -8073323.000000 Penalty: 3622.871094
	Iteration 59Q: 3 clusters Score -8073323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -8073335.000000 Penalty: 3622.871094
	Iteration 60F: 3 clusters Score -8073335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -8073344.500000 Penalty: 3622.871094
	Iteration 61Q: 3 clusters Score -8073344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -8073337.500000 Penalty: 3622.871094
	Iteration 62Q: 3 clusters Score -8073338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -8073337.500000 Penalty: 3622.871094
	Iteration 63Q: 3 clusters Score -8073338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -8073346.500000 Penalty: 3622.871094
	Iteration 64Q: 3 clusters Score -8073346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -8073341.500000 Penalty: 3622.871094
	Iteration 65Q: 3 clusters Score -8073342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -8073338.500000 Penalty: 3622.871094
	Iteration 66Q: 3 clusters Score -8073338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -8073338.500000 Penalty: 3622.871094
	Iteration 67F: 3 clusters Score -8073338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -463735.875000 Penalty: 1349.279297
	Iteration 0F: 2 clusters Score -463735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -460344.218750 Penalty: 2698.558594
	Iteration 0F: 3 clusters Score -460344.2 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -461294.968750 Penalty: 2698.558594
	Iteration 1F: 3 clusters Score -461295 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -461485.062500 Penalty: 2698.558594
	Iteration 2F: 3 clusters Score -461485.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -461615.937500 Penalty: 2698.558594
	Iteration 3F: 3 clusters Score -461615.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -461734.031250 Penalty: 2698.558594
	Iteration 4Q: 3 clusters Score -461734 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -461828.093750 Penalty: 2698.558594
	Iteration 5Q: 3 clusters Score -461828.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -461896.656250 Penalty: 2698.558594
	Iteration 6Q: 3 clusters Score -461896.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -461947.093750 Penalty: 2698.558594
	Iteration 7Q: 3 clusters Score -461947.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -461989.875000 Penalty: 2698.558594
	Iteration 8Q: 3 clusters Score -461989.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -462029.031250 Penalty: 2698.558594
	Iteration 9Q: 3 clusters Score -462029 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -462075.593750 Penalty: 2698.558594
	Iteration 10Q: 3 clusters Score -462075.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -462119.093750 Penalty: 2698.558594
	Iteration 11Q: 3 clusters Score -462119.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -462171.750000 Penalty: 2698.558594
	Iteration 12Q: 3 clusters Score -462171.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -462224.593750 Penalty: 2698.558594
	Iteration 13Q: 3 clusters Score -462224.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -462276.687500 Penalty: 2698.558594
	Iteration 14Q: 3 clusters Score -462276.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -462328.781250 Penalty: 2698.558594
	Iteration 15Q: 3 clusters Score -462328.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -462396.062500 Penalty: 2698.558594
	Iteration 16Q: 3 clusters Score -462396.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -462473.125000 Penalty: 2698.558594
	Iteration 17Q: 3 clusters Score -462473.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -462562.375000 Penalty: 2698.558594
	Iteration 18Q: 3 clusters Score -462562.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -462671.312500 Penalty: 2698.558594
	Iteration 19Q: 3 clusters Score -462671.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -462789.187500 Penalty: 2698.558594
	Iteration 20F: 3 clusters Score -462789.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -462871.218750 Penalty: 2698.558594
	Iteration 21Q: 3 clusters Score -462871.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -462919.937500 Penalty: 2698.558594
	Iteration 22Q: 3 clusters Score -462919.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -462943.000000 Penalty: 2698.558594
	Iteration 23Q: 3 clusters Score -462943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -462957.687500 Penalty: 2698.558594
	Iteration 24Q: 3 clusters Score -462957.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -462963.937500 Penalty: 2698.558594
	Iteration 25Q: 3 clusters Score -462963.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -462968.031250 Penalty: 2698.558594
	Iteration 26Q: 3 clusters Score -462968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -462968.593750 Penalty: 2698.558594
	Iteration 27Q: 3 clusters Score -462968.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -462970.093750 Penalty: 2698.558594
	Iteration 28Q: 3 clusters Score -462970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -462970.000000 Penalty: 2698.558594
	Iteration 29Q: 3 clusters Score -462970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -462970.000000 Penalty: 2698.558594
	Iteration 30F: 3 clusters Score -462970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Entering Unmasked Estep 
Score: -312995.843750 Penalty: 1291.842041
	Iteration 0F: 2 clusters Score -312995.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -310416.406250 Penalty: 2583.684082
	Iteration 0F: 3 clusters Score -310416.4 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -311154.500000 Penalty: 2583.684082
	Iteration 1F: 3 clusters Score -311154.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -311305.312500 Penalty: 2583.684082
	Iteration 2F: 3 clusters Score -311305.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -311378.031250 Penalty: 2583.684082
	Iteration 3Q: 3 clusters Score -311378 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -311429.218750 Penalty: 2583.684082
	Iteration 4Q: 3 clusters Score -311429.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -311477.187500 Penalty: 2583.684082
	Iteration 5Q: 3 clusters Score -311477.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -311520.750000 Penalty: 2583.684082
	Iteration 6Q: 3 clusters Score -311520.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -311552.062500 Penalty: 2583.684082
	Iteration 7Q: 3 clusters Score -311552.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -311586.687500 Penalty: 2583.684082
	Iteration 8Q: 3 clusters Score -311586.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -311615.281250 Penalty: 2583.684082
	Iteration 9Q: 3 clusters Score -311615.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -311651.156250 Penalty: 2583.684082
	Iteration 10Q: 3 clusters Score -311651.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -311702.375000 Penalty: 2583.684082
	Iteration 11Q: 3 clusters Score -311702.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -311769.625000 Penalty: 2583.684082
	Iteration 12Q: 3 clusters Score -311769.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -311868.468750 Penalty: 2583.684082
	Iteration 13Q: 3 clusters Score -311868.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -311948.562500 Penalty: 2583.684082
	Iteration 14Q: 3 clusters Score -311948.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -312020.875000 Penalty: 2583.684082
	Iteration 15Q: 3 clusters Score -312020.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -312094.812500 Penalty: 2583.684082
	Iteration 16Q: 3 clusters Score -312094.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -312163.406250 Penalty: 2583.684082
	Iteration 17Q: 3 clusters Score -312163.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -312201.093750 Penalty: 2583.684082
	Iteration 18Q: 3 clusters Score -312201.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -312229.093750 Penalty: 2583.684082
	Iteration 19Q: 3 clusters Score -312229.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -312239.843750 Penalty: 2583.684082
	Iteration 20F: 3 clusters Score -312239.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -312247.281250 Penalty: 2583.684082
	Iteration 21Q: 3 clusters Score -312247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -312255.562500 Penalty: 2583.684082
	Iteration 22Q: 3 clusters Score -312255.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -312263.406250 Penalty: 2583.684082
	Iteration 23Q: 3 clusters Score -312263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -312268.625000 Penalty: 2583.684082
	Iteration 24Q: 3 clusters Score -312268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -312270.062500 Penalty: 2583.684082
	Iteration 25Q: 3 clusters Score -312270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -312274.625000 Penalty: 2583.684082
	Iteration 26Q: 3 clusters Score -312274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -312276.500000 Penalty: 2583.684082
	Iteration 27Q: 3 clusters Score -312276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -312277.125000 Penalty: 2583.684082
	Iteration 28Q: 3 clusters Score -312277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -312277.875000 Penalty: 2583.684082
	Iteration 29Q: 3 clusters Score -312277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -312277.625000 Penalty: 2583.684082
	Iteration 30Q: 3 clusters Score -312277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -312277.625000 Penalty: 2583.684082
	Iteration 31F: 3 clusters Score -312277.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -29210.519531 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -29210.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28420.349609 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -28420.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28581.048828 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -28581.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28626.894531 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -28626.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28653.841797 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -28653.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28670.494141 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -28670.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28677.419922 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -28677.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28677.419922 Penalty: 1855.888672
	Iteration 6F: 3 clusters Score -28677.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -561741.750000 Penalty: 1381.092285
	Iteration 0F: 2 clusters Score -561741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -557823.312500 Penalty: 2762.184570
	Iteration 0F: 3 clusters Score -557823.3 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -558879.812500 Penalty: 2762.184570
	Iteration 1F: 3 clusters Score -558879.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -559051.187500 Penalty: 2762.184570
	Iteration 2F: 3 clusters Score -559051.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -559181.562500 Penalty: 2762.184570
	Iteration 3F: 3 clusters Score -559181.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -559272.000000 Penalty: 2762.184570
	Iteration 4Q: 3 clusters Score -559272 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -559356.500000 Penalty: 2762.184570
	Iteration 5Q: 3 clusters Score -559356.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -559427.687500 Penalty: 2762.184570
	Iteration 6Q: 3 clusters Score -559427.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -559517.937500 Penalty: 2762.184570
	Iteration 7Q: 3 clusters Score -559517.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -559614.562500 Penalty: 2762.184570
	Iteration 8Q: 3 clusters Score -559614.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -559726.937500 Penalty: 2762.184570
	Iteration 9Q: 3 clusters Score -559726.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -559850.312500 Penalty: 2762.184570
	Iteration 10Q: 3 clusters Score -559850.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -559986.187500 Penalty: 2762.184570
	Iteration 11Q: 3 clusters Score -559986.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -560145.625000 Penalty: 2762.184570
	Iteration 12Q: 3 clusters Score -560145.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -560322.312500 Penalty: 2762.184570
	Iteration 13Q: 3 clusters Score -560322.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -560498.062500 Penalty: 2762.184570
	Iteration 14Q: 3 clusters Score -560498.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -560657.187500 Penalty: 2762.184570
	Iteration 15Q: 3 clusters Score -560657.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -560760.500000 Penalty: 2762.184570
	Iteration 16Q: 3 clusters Score -560760.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -560824.437500 Penalty: 2762.184570
	Iteration 17Q: 3 clusters Score -560824.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -560851.375000 Penalty: 2762.184570
	Iteration 18Q: 3 clusters Score -560851.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -560869.000000 Penalty: 2762.184570
	Iteration 19Q: 3 clusters Score -560869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -560879.687500 Penalty: 2762.184570
	Iteration 20F: 3 clusters Score -560879.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -560886.687500 Penalty: 2762.184570
	Iteration 21Q: 3 clusters Score -560886.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -560892.000000 Penalty: 2762.184570
	Iteration 22Q: 3 clusters Score -560892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -560895.250000 Penalty: 2762.184570
	Iteration 23Q: 3 clusters Score -560895.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -560896.812500 Penalty: 2762.184570
	Iteration 24Q: 3 clusters Score -560896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -560898.375000 Penalty: 2762.184570
	Iteration 25Q: 3 clusters Score -560898.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -560898.687500 Penalty: 2762.184570
	Iteration 26Q: 3 clusters Score -560898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -560897.750000 Penalty: 2762.184570
	Iteration 27Q: 3 clusters Score -560897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -560898.812500 Penalty: 2762.184570
	Iteration 28Q: 3 clusters Score -560898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -560898.812500 Penalty: 2762.184570
	Iteration 29F: 3 clusters Score -560898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Entering Unmasked Estep 
Score: -3125695.500000 Penalty: 1661.967041
	Iteration 0F: 2 clusters Score -3125696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3107143.250000 Penalty: 3323.934082
	Iteration 0F: 3 clusters Score -3107143 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3114102.750000 Penalty: 3323.934082
	Iteration 1F: 3 clusters Score -3114103 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3114416.250000 Penalty: 3323.934082
	Iteration 2Q: 3 clusters Score -3114416 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3114757.500000 Penalty: 3323.934082
	Iteration 3Q: 3 clusters Score -3114758 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3115211.500000 Penalty: 3323.934082
	Iteration 4Q: 3 clusters Score -3115212 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3115896.000000 Penalty: 3323.934082
	Iteration 5Q: 3 clusters Score -3115896 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3116983.000000 Penalty: 3323.934082
	Iteration 6F: 3 clusters Score -3116983 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3118652.500000 Penalty: 3323.934082
	Iteration 7F: 3 clusters Score -3118652 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3120641.250000 Penalty: 3323.934082
	Iteration 8F: 3 clusters Score -3120641 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3122384.250000 Penalty: 3323.934082
	Iteration 9F: 3 clusters Score -3122384 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3123415.250000 Penalty: 3323.934082
	Iteration 10Q: 3 clusters Score -3123415 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3123896.750000 Penalty: 3323.934082
	Iteration 11Q: 3 clusters Score -3123897 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3124071.000000 Penalty: 3323.934082
	Iteration 12Q: 3 clusters Score -3124071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3124145.500000 Penalty: 3323.934082
	Iteration 13Q: 3 clusters Score -3124146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3124195.750000 Penalty: 3323.934082
	Iteration 14Q: 3 clusters Score -3124196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3124219.750000 Penalty: 3323.934082
	Iteration 15Q: 3 clusters Score -3124220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3124223.250000 Penalty: 3323.934082
	Iteration 16Q: 3 clusters Score -3124223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3124229.250000 Penalty: 3323.934082
	Iteration 17Q: 3 clusters Score -3124229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3124237.500000 Penalty: 3323.934082
	Iteration 18Q: 3 clusters Score -3124238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3124248.250000 Penalty: 3323.934082
	Iteration 19Q: 3 clusters Score -3124248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3124257.250000 Penalty: 3323.934082
	Iteration 20F: 3 clusters Score -3124257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3124260.000000 Penalty: 3323.934082
	Iteration 21Q: 3 clusters Score -3124260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3124267.250000 Penalty: 3323.934082
	Iteration 22Q: 3 clusters Score -3124267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3124274.000000 Penalty: 3323.934082
	Iteration 23Q: 3 clusters Score -3124274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3124277.000000 Penalty: 3323.934082
	Iteration 24Q: 3 clusters Score -3124277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3124278.000000 Penalty: 3323.934082
	Iteration 25Q: 3 clusters Score -3124278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3124278.000000 Penalty: 3323.934082
	Iteration 26Q: 3 clusters Score -3124278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3124278.000000 Penalty: 3323.934082
	Iteration 27F: 3 clusters Score -3124278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -276992.625000 Penalty: 1272.120972
	Iteration 0F: 2 clusters Score -276992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -274546.812500 Penalty: 2544.241943
	Iteration 0F: 3 clusters Score -274546.8 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -275066.593750 Penalty: 2544.241943
	Iteration 1F: 3 clusters Score -275066.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -275183.375000 Penalty: 2544.241943
	Iteration 2F: 3 clusters Score -275183.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -275266.718750 Penalty: 2544.241943
	Iteration 3F: 3 clusters Score -275266.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -275328.687500 Penalty: 2544.241943
	Iteration 4Q: 3 clusters Score -275328.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -275381.750000 Penalty: 2544.241943
	Iteration 5Q: 3 clusters Score -275381.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -275411.875000 Penalty: 2544.241943
	Iteration 6Q: 3 clusters Score -275411.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -275435.031250 Penalty: 2544.241943
	Iteration 7Q: 3 clusters Score -275435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -275460.375000 Penalty: 2544.241943
	Iteration 8Q: 3 clusters Score -275460.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -275485.125000 Penalty: 2544.241943
	Iteration 9Q: 3 clusters Score -275485.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -275508.656250 Penalty: 2544.241943
	Iteration 10Q: 3 clusters Score -275508.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -275538.156250 Penalty: 2544.241943
	Iteration 11Q: 3 clusters Score -275538.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -275554.531250 Penalty: 2544.241943
	Iteration 12Q: 3 clusters Score -275554.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -275568.656250 Penalty: 2544.241943
	Iteration 13Q: 3 clusters Score -275568.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -275588.062500 Penalty: 2544.241943
	Iteration 14Q: 3 clusters Score -275588.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -275613.093750 Penalty: 2544.241943
	Iteration 15Q: 3 clusters Score -275613.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -275638.031250 Penalty: 2544.241943
	Iteration 16Q: 3 clusters Score -275638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -275663.593750 Penalty: 2544.241943
	Iteration 17Q: 3 clusters Score -275663.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -275690.656250 Penalty: 2544.241943
	Iteration 18Q: 3 clusters Score -275690.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -275714.718750 Penalty: 2544.241943
	Iteration 19Q: 3 clusters Score -275714.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -275754.781250 Penalty: 2544.241943
	Iteration 20F: 3 clusters Score -275754.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -275803.656250 Penalty: 2544.241943
	Iteration 21Q: 3 clusters Score -275803.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -275848.468750 Penalty: 2544.241943
	Iteration 22Q: 3 clusters Score -275848.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -275884.375000 Penalty: 2544.241943
	Iteration 23Q: 3 clusters Score -275884.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -275911.562500 Penalty: 2544.241943
	Iteration 24Q: 3 clusters Score -275911.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -275936.156250 Penalty: 2544.241943
	Iteration 25Q: 3 clusters Score -275936.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -275954.750000 Penalty: 2544.241943
	Iteration 26Q: 3 clusters Score -275954.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -275970.000000 Penalty: 2544.241943
	Iteration 27Q: 3 clusters Score -275970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -275977.906250 Penalty: 2544.241943
	Iteration 28Q: 3 clusters Score -275977.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -275983.468750 Penalty: 2544.241943
	Iteration 29Q: 3 clusters Score -275983.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -275985.593750 Penalty: 2544.241943
	Iteration 30Q: 3 clusters Score -275985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -275987.218750 Penalty: 2544.241943
	Iteration 31Q: 3 clusters Score -275987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -275989.937500 Penalty: 2544.241943
	Iteration 32Q: 3 clusters Score -275989.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -275993.906250 Penalty: 2544.241943
	Iteration 33Q: 3 clusters Score -275993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -275996.750000 Penalty: 2544.241943
	Iteration 34Q: 3 clusters Score -275996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -275998.281250 Penalty: 2544.241943
	Iteration 35Q: 3 clusters Score -275998.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -275999.062500 Penalty: 2544.241943
	Iteration 36Q: 3 clusters Score -275999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -276000.750000 Penalty: 2544.241943
	Iteration 37Q: 3 clusters Score -276000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -276002.281250 Penalty: 2544.241943
	Iteration 38Q: 3 clusters Score -276002.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -276003.218750 Penalty: 2544.241943
	Iteration 39Q: 3 clusters Score -276003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -276003.531250 Penalty: 2544.241943
	Iteration 40F: 3 clusters Score -276003.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Entering Unmasked Estep 
Score: -1297852.875000 Penalty: 1517.028931
	Iteration 0F: 2 clusters Score -1297853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1289883.375000 Penalty: 3034.057861
	Iteration 0F: 3 clusters Score -1289883 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1292710.250000 Penalty: 3034.057861
	Iteration 1F: 3 clusters Score -1292710 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1293127.875000 Penalty: 3034.057861
	Iteration 2F: 3 clusters Score -1293128 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1293597.000000 Penalty: 3034.057861
	Iteration 3F: 3 clusters Score -1293597 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1294073.375000 Penalty: 3034.057861
	Iteration 4F: 3 clusters Score -1294073 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1294610.500000 Penalty: 3034.057861
	Iteration 5F: 3 clusters Score -1294610 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1295155.000000 Penalty: 3034.057861
	Iteration 6F: 3 clusters Score -1295155 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1295704.000000 Penalty: 3034.057861
	Iteration 7F: 3 clusters Score -1295704 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1296217.000000 Penalty: 3034.057861
	Iteration 8Q: 3 clusters Score -1296217 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1296837.250000 Penalty: 3034.057861
	Iteration 9Q: 3 clusters Score -1296837 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1297433.750000 Penalty: 3034.057861
	Iteration 10Q: 3 clusters Score -1297434 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1297590.000000 Penalty: 3034.057861
	Iteration 11Q: 3 clusters Score -1297590 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1297619.250000 Penalty: 3034.057861
	Iteration 12Q: 3 clusters Score -1297619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1297630.750000 Penalty: 3034.057861
	Iteration 13Q: 3 clusters Score -1297631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1297635.125000 Penalty: 3034.057861
	Iteration 14Q: 3 clusters Score -1297635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1297637.750000 Penalty: 3034.057861
	Iteration 15Q: 3 clusters Score -1297638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1297637.625000 Penalty: 3034.057861
	Iteration 16Q: 3 clusters Score -1297638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1297639.250000 Penalty: 3034.057861
	Iteration 17Q: 3 clusters Score -1297639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1297641.875000 Penalty: 3034.057861
	Iteration 18Q: 3 clusters Score -1297642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1297641.000000 Penalty: 3034.057861
	Iteration 19Q: 3 clusters Score -1297641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1297643.125000 Penalty: 3034.057861
	Iteration 20F: 3 clusters Score -1297643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1297643.375000 Penalty: 3034.057861
	Iteration 21Q: 3 clusters Score -1297643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1297642.625000 Penalty: 3034.057861
	Iteration 22Q: 3 clusters Score -1297643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1297641.625000 Penalty: 3034.057861
	Iteration 23Q: 3 clusters Score -1297642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1297641.625000 Penalty: 3034.057861
	Iteration 24F: 3 clusters Score -1297642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (99592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99592 members 
Entering Unmasked Estep 
Score: -11687627.000000 Penalty: 1870.185913
	Iteration 0F: 2 clusters Score -1.168763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -11623194.000000 Penalty: 3740.371826
	Iteration 0F: 3 clusters Score -1.162319e+07 nChanged 47605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -11650918.000000 Penalty: 3740.371826
	Iteration 1F: 3 clusters Score -1.165092e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -11651952.000000 Penalty: 3740.371826
	Iteration 2Q: 3 clusters Score -1.165195e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -11653575.000000 Penalty: 3740.371826
	Iteration 3Q: 3 clusters Score -1.165358e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -11656547.000000 Penalty: 3740.371826
	Iteration 4F: 3 clusters Score -1.165655e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -11662080.000000 Penalty: 3740.371826
	Iteration 5F: 3 clusters Score -1.166208e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -11670506.000000 Penalty: 3740.371826
	Iteration 6F: 3 clusters Score -1.167051e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -11678594.000000 Penalty: 3740.371826
	Iteration 7F: 3 clusters Score -1.167859e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -11683352.000000 Penalty: 3740.371826
	Iteration 8Q: 3 clusters Score -1.168335e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 98821 members 
Entering Unmasked Estep 
Score: -11685203.000000 Penalty: 3740.371826
	Iteration 9Q: 3 clusters Score -1.16852e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -11685701.000000 Penalty: 3740.371826
	Iteration 10Q: 3 clusters Score -1.16857e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -11685853.000000 Penalty: 3740.371826
	Iteration 11Q: 3 clusters Score -1.168585e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -11685935.000000 Penalty: 3740.371826
	Iteration 12Q: 3 clusters Score -1.168594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -11685970.000000 Penalty: 3740.371826
	Iteration 13Q: 3 clusters Score -1.168597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 99428 members 
Entering Unmasked Estep 
Score: -11685985.000000 Penalty: 3740.371826
	Iteration 14Q: 3 clusters Score -1.168598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 99429 members 
Entering Unmasked Estep 
Score: -11686000.000000 Penalty: 3740.371826
	Iteration 15Q: 3 clusters Score -1.1686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 99431 members 
Entering Unmasked Estep 
Score: -11686009.000000 Penalty: 3740.371826
	Iteration 16Q: 3 clusters Score -1.168601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -11686012.000000 Penalty: 3740.371826
	Iteration 17Q: 3 clusters Score -1.168601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 99435 members 
Entering Unmasked Estep 
Score: -11686018.000000 Penalty: 3740.371826
	Iteration 18Q: 3 clusters Score -1.168602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 99436 members 
Entering Unmasked Estep 
Score: -11686016.000000 Penalty: 3740.371826
	Iteration 19Q: 3 clusters Score -1.168602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 99436 members 
Entering Unmasked Estep 
Score: -11686016.000000 Penalty: 3740.371826
	Iteration 20F: 3 clusters Score -1.168602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Entering Unmasked Estep 
Score: -476213.843750 Penalty: 1351.914429
	Iteration 0F: 2 clusters Score -476213.8 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 2048 members 
Entering Unmasked Estep 
Score: -472836.000000 Penalty: 2703.828857
	Iteration 0F: 3 clusters Score -472836 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -473632.468750 Penalty: 2703.828857
	Iteration 1F: 3 clusters Score -473632.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -473784.625000 Penalty: 2703.828857
	Iteration 2F: 3 clusters Score -473784.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -473887.718750 Penalty: 2703.828857
	Iteration 3F: 3 clusters Score -473887.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -473982.562500 Penalty: 2703.828857
	Iteration 4Q: 3 clusters Score -473982.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -474075.437500 Penalty: 2703.828857
	Iteration 5Q: 3 clusters Score -474075.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -474158.187500 Penalty: 2703.828857
	Iteration 6Q: 3 clusters Score -474158.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -474222.906250 Penalty: 2703.828857
	Iteration 7Q: 3 clusters Score -474222.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -474276.937500 Penalty: 2703.828857
	Iteration 8Q: 3 clusters Score -474276.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -474332.968750 Penalty: 2703.828857
	Iteration 9Q: 3 clusters Score -474333 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -474391.656250 Penalty: 2703.828857
	Iteration 10Q: 3 clusters Score -474391.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -474445.562500 Penalty: 2703.828857
	Iteration 11Q: 3 clusters Score -474445.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -474504.062500 Penalty: 2703.828857
	Iteration 12Q: 3 clusters Score -474504.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -474545.437500 Penalty: 2703.828857
	Iteration 13Q: 3 clusters Score -474545.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -474580.750000 Penalty: 2703.828857
	Iteration 14Q: 3 clusters Score -474580.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -474604.781250 Penalty: 2703.828857
	Iteration 15Q: 3 clusters Score -474604.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -474628.218750 Penalty: 2703.828857
	Iteration 16Q: 3 clusters Score -474628.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -474653.062500 Penalty: 2703.828857
	Iteration 17Q: 3 clusters Score -474653.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -474674.000000 Penalty: 2703.828857
	Iteration 18Q: 3 clusters Score -474674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -474699.562500 Penalty: 2703.828857
	Iteration 19Q: 3 clusters Score -474699.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -474729.406250 Penalty: 2703.828857
	Iteration 20F: 3 clusters Score -474729.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -474758.156250 Penalty: 2703.828857
	Iteration 21Q: 3 clusters Score -474758.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -474782.375000 Penalty: 2703.828857
	Iteration 22Q: 3 clusters Score -474782.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -474810.812500 Penalty: 2703.828857
	Iteration 23Q: 3 clusters Score -474810.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -474835.593750 Penalty: 2703.828857
	Iteration 24Q: 3 clusters Score -474835.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -474859.906250 Penalty: 2703.828857
	Iteration 25Q: 3 clusters Score -474859.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -474879.812500 Penalty: 2703.828857
	Iteration 26Q: 3 clusters Score -474879.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -474896.843750 Penalty: 2703.828857
	Iteration 27Q: 3 clusters Score -474896.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -474917.375000 Penalty: 2703.828857
	Iteration 28Q: 3 clusters Score -474917.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -474940.968750 Penalty: 2703.828857
	Iteration 29Q: 3 clusters Score -474941 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -474971.687500 Penalty: 2703.828857
	Iteration 30Q: 3 clusters Score -474971.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -474994.468750 Penalty: 2703.828857
	Iteration 31Q: 3 clusters Score -474994.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -475013.593750 Penalty: 2703.828857
	Iteration 32Q: 3 clusters Score -475013.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -475033.687500 Penalty: 2703.828857
	Iteration 33Q: 3 clusters Score -475033.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -475054.156250 Penalty: 2703.828857
	Iteration 34Q: 3 clusters Score -475054.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -475084.093750 Penalty: 2703.828857
	Iteration 35Q: 3 clusters Score -475084.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -475116.625000 Penalty: 2703.828857
	Iteration 36Q: 3 clusters Score -475116.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -475148.781250 Penalty: 2703.828857
	Iteration 37Q: 3 clusters Score -475148.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -475173.906250 Penalty: 2703.828857
	Iteration 38Q: 3 clusters Score -475173.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -475196.656250 Penalty: 2703.828857
	Iteration 39Q: 3 clusters Score -475196.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -475220.718750 Penalty: 2703.828857
	Iteration 40F: 3 clusters Score -475220.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -475245.593750 Penalty: 2703.828857
	Iteration 41Q: 3 clusters Score -475245.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -475263.093750 Penalty: 2703.828857
	Iteration 42Q: 3 clusters Score -475263.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -475280.656250 Penalty: 2703.828857
	Iteration 43Q: 3 clusters Score -475280.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -475295.718750 Penalty: 2703.828857
	Iteration 44Q: 3 clusters Score -475295.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -475301.750000 Penalty: 2703.828857
	Iteration 45Q: 3 clusters Score -475301.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -475307.125000 Penalty: 2703.828857
	Iteration 46Q: 3 clusters Score -475307.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -475310.437500 Penalty: 2703.828857
	Iteration 47Q: 3 clusters Score -475310.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -475313.843750 Penalty: 2703.828857
	Iteration 48Q: 3 clusters Score -475313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -475318.593750 Penalty: 2703.828857
	Iteration 49Q: 3 clusters Score -475318.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -475324.531250 Penalty: 2703.828857
	Iteration 50Q: 3 clusters Score -475324.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -475330.093750 Penalty: 2703.828857
	Iteration 51Q: 3 clusters Score -475330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -475330.781250 Penalty: 2703.828857
	Iteration 52Q: 3 clusters Score -475330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -475330.656250 Penalty: 2703.828857
	Iteration 53Q: 3 clusters Score -475330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -475332.593750 Penalty: 2703.828857
	Iteration 54Q: 3 clusters Score -475332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -475332.187500 Penalty: 2703.828857
	Iteration 55Q: 3 clusters Score -475332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -475334.937500 Penalty: 2703.828857
	Iteration 56Q: 3 clusters Score -475334.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -475334.937500 Penalty: 2703.828857
	Iteration 57F: 3 clusters Score -475334.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Entering Unmasked Estep 
Score: -9551069.000000 Penalty: 1838.205322
	Iteration 0F: 2 clusters Score -9551069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -9497235.000000 Penalty: 3676.410645
	Iteration 0F: 3 clusters Score -9497235 nChanged 38793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -9519916.000000 Penalty: 3676.410645
	Iteration 1F: 3 clusters Score -9519916 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -9521228.000000 Penalty: 3676.410645
	Iteration 2Q: 3 clusters Score -9521228 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -9523596.000000 Penalty: 3676.410645
	Iteration 3F: 3 clusters Score -9523596 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -9527756.000000 Penalty: 3676.410645
	Iteration 4F: 3 clusters Score -9527756 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -9533558.000000 Penalty: 3676.410645
	Iteration 5F: 3 clusters Score -9533558 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -9539723.000000 Penalty: 3676.410645
	Iteration 6F: 3 clusters Score -9539723 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76155 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -9544520.000000 Penalty: 3676.410645
	Iteration 7F: 3 clusters Score -9544520 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -9547213.000000 Penalty: 3676.410645
	Iteration 8Q: 3 clusters Score -9547213 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9548432.000000 Penalty: 3676.410645
	Iteration 9Q: 3 clusters Score -9548432 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9548979.000000 Penalty: 3676.410645
	Iteration 10Q: 3 clusters Score -9548979 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9549207.000000 Penalty: 3676.410645
	Iteration 11Q: 3 clusters Score -9549207 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9549305.000000 Penalty: 3676.410645
	Iteration 12Q: 3 clusters Score -9549305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81506 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9549378.000000 Penalty: 3676.410645
	Iteration 13Q: 3 clusters Score -9549378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9549414.000000 Penalty: 3676.410645
	Iteration 14Q: 3 clusters Score -9549414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9549447.000000 Penalty: 3676.410645
	Iteration 15Q: 3 clusters Score -9549447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9549461.000000 Penalty: 3676.410645
	Iteration 16Q: 3 clusters Score -9549461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81555 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9549483.000000 Penalty: 3676.410645
	Iteration 17Q: 3 clusters Score -9549483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9549497.000000 Penalty: 3676.410645
	Iteration 18Q: 3 clusters Score -9549497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9549500.000000 Penalty: 3676.410645
	Iteration 19Q: 3 clusters Score -9549500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9549501.000000 Penalty: 3676.410645
	Iteration 20F: 3 clusters Score -9549501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9549510.000000 Penalty: 3676.410645
	Iteration 21Q: 3 clusters Score -9549510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9549516.000000 Penalty: 3676.410645
	Iteration 22Q: 3 clusters Score -9549516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9549516.000000 Penalty: 3676.410645
	Iteration 23F: 3 clusters Score -9549516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Entering Unmasked Estep 
Score: -3189098.000000 Penalty: 1660.497070
	Iteration 0F: 2 clusters Score -3189098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3170532.500000 Penalty: 3320.994141
	Iteration 0F: 3 clusters Score -3170532 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3177423.250000 Penalty: 3320.994141
	Iteration 1F: 3 clusters Score -3177423 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3177842.500000 Penalty: 3320.994141
	Iteration 2Q: 3 clusters Score -3177842 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3178329.500000 Penalty: 3320.994141
	Iteration 3Q: 3 clusters Score -3178330 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3179020.750000 Penalty: 3320.994141
	Iteration 4F: 3 clusters Score -3179021 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3180084.000000 Penalty: 3320.994141
	Iteration 5F: 3 clusters Score -3180084 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3181647.750000 Penalty: 3320.994141
	Iteration 6F: 3 clusters Score -3181648 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3183618.250000 Penalty: 3320.994141
	Iteration 7F: 3 clusters Score -3183618 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -3185655.500000 Penalty: 3320.994141
	Iteration 8F: 3 clusters Score -3185656 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3187172.750000 Penalty: 3320.994141
	Iteration 9F: 3 clusters Score -3187173 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3188011.000000 Penalty: 3320.994141
	Iteration 10Q: 3 clusters Score -3188011 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3188308.500000 Penalty: 3320.994141
	Iteration 11Q: 3 clusters Score -3188308 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3188471.000000 Penalty: 3320.994141
	Iteration 12Q: 3 clusters Score -3188471 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3188546.750000 Penalty: 3320.994141
	Iteration 13Q: 3 clusters Score -3188547 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3188600.500000 Penalty: 3320.994141
	Iteration 14Q: 3 clusters Score -3188600 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3188650.500000 Penalty: 3320.994141
	Iteration 15Q: 3 clusters Score -3188650 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3188712.000000 Penalty: 3320.994141
	Iteration 16Q: 3 clusters Score -3188712 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3188730.750000 Penalty: 3320.994141
	Iteration 17Q: 3 clusters Score -3188731 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3188752.500000 Penalty: 3320.994141
	Iteration 18Q: 3 clusters Score -3188752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3188756.750000 Penalty: 3320.994141
	Iteration 19Q: 3 clusters Score -3188757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3188765.250000 Penalty: 3320.994141
	Iteration 20F: 3 clusters Score -3188765 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3188778.500000 Penalty: 3320.994141
	Iteration 21Q: 3 clusters Score -3188778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3188780.250000 Penalty: 3320.994141
	Iteration 22Q: 3 clusters Score -3188780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3188798.750000 Penalty: 3320.994141
	Iteration 23Q: 3 clusters Score -3188799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3188803.500000 Penalty: 3320.994141
	Iteration 24Q: 3 clusters Score -3188804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3188806.750000 Penalty: 3320.994141
	Iteration 25Q: 3 clusters Score -3188807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3188808.750000 Penalty: 3320.994141
	Iteration 26Q: 3 clusters Score -3188809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3188817.500000 Penalty: 3320.994141
	Iteration 27Q: 3 clusters Score -3188818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3188813.500000 Penalty: 3320.994141
	Iteration 28Q: 3 clusters Score -3188814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -3188814.750000 Penalty: 3320.994141
	Iteration 29Q: 3 clusters Score -3188815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3188808.250000 Penalty: 3320.994141
	Iteration 30Q: 3 clusters Score -3188808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3188810.750000 Penalty: 3320.994141
	Iteration 31Q: 3 clusters Score -3188811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3188809.000000 Penalty: 3320.994141
	Iteration 32Q: 3 clusters Score -3188809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3188808.750000 Penalty: 3320.994141
	Iteration 33Q: 3 clusters Score -3188809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3188808.750000 Penalty: 3320.994141
	Iteration 34F: 3 clusters Score -3188809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -59880.839844 Penalty: 1043.777588
	Iteration 0F: 2 clusters Score -59880.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58747.035156 Penalty: 2087.555176
	Iteration 0F: 3 clusters Score -58747.04 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58981.171875 Penalty: 2087.555176
	Iteration 1F: 3 clusters Score -58981.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59053.046875 Penalty: 2087.555176
	Iteration 2F: 3 clusters Score -59053.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59091.226562 Penalty: 2087.555176
	Iteration 3Q: 3 clusters Score -59091.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59108.031250 Penalty: 2087.555176
	Iteration 4Q: 3 clusters Score -59108.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -59126.351562 Penalty: 2087.555176
	Iteration 5Q: 3 clusters Score -59126.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59138.566406 Penalty: 2087.555176
	Iteration 6Q: 3 clusters Score -59138.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59149.191406 Penalty: 2087.555176
	Iteration 7Q: 3 clusters Score -59149.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59153.613281 Penalty: 2087.555176
	Iteration 8Q: 3 clusters Score -59153.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59161.863281 Penalty: 2087.555176
	Iteration 9Q: 3 clusters Score -59161.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59170.218750 Penalty: 2087.555176
	Iteration 10Q: 3 clusters Score -59170.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59172.574219 Penalty: 2087.555176
	Iteration 11Q: 3 clusters Score -59172.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -59179.707031 Penalty: 2087.555176
	Iteration 12Q: 3 clusters Score -59179.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59183.343750 Penalty: 2087.555176
	Iteration 13Q: 3 clusters Score -59183.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59186.164062 Penalty: 2087.555176
	Iteration 14Q: 3 clusters Score -59186.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59187.371094 Penalty: 2087.555176
	Iteration 15Q: 3 clusters Score -59187.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59188.988281 Penalty: 2087.555176
	Iteration 16Q: 3 clusters Score -59188.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59188.988281 Penalty: 2087.555176
	Iteration 17F: 3 clusters Score -59188.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Entering Unmasked Estep 
Score: -3774189.750000 Penalty: 1688.591187
	Iteration 0F: 2 clusters Score -3774190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3752297.250000 Penalty: 3377.182373
	Iteration 0F: 3 clusters Score -3752297 nChanged 14990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3760617.000000 Penalty: 3377.182373
	Iteration 1F: 3 clusters Score -3760617 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -3761119.750000 Penalty: 3377.182373
	Iteration 2Q: 3 clusters Score -3761120 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3761696.250000 Penalty: 3377.182373
	Iteration 3Q: 3 clusters Score -3761696 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3762593.250000 Penalty: 3377.182373
	Iteration 4F: 3 clusters Score -3762593 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3764015.250000 Penalty: 3377.182373
	Iteration 5F: 3 clusters Score -3764015 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3766075.500000 Penalty: 3377.182373
	Iteration 6F: 3 clusters Score -3766076 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3768439.750000 Penalty: 3377.182373
	Iteration 7F: 3 clusters Score -3768440 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -3770461.000000 Penalty: 3377.182373
	Iteration 8F: 3 clusters Score -3770461 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -3771776.250000 Penalty: 3377.182373
	Iteration 9Q: 3 clusters Score -3771776 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -3772456.000000 Penalty: 3377.182373
	Iteration 10Q: 3 clusters Score -3772456 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -3772787.000000 Penalty: 3377.182373
	Iteration 11Q: 3 clusters Score -3772787 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3772925.000000 Penalty: 3377.182373
	Iteration 12Q: 3 clusters Score -3772925 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -3772992.250000 Penalty: 3377.182373
	Iteration 13Q: 3 clusters Score -3772992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3773038.750000 Penalty: 3377.182373
	Iteration 14Q: 3 clusters Score -3773039 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -3773055.750000 Penalty: 3377.182373
	Iteration 15Q: 3 clusters Score -3773056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -3773078.000000 Penalty: 3377.182373
	Iteration 16Q: 3 clusters Score -3773078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -3773087.750000 Penalty: 3377.182373
	Iteration 17Q: 3 clusters Score -3773088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -3773100.500000 Penalty: 3377.182373
	Iteration 18Q: 3 clusters Score -3773100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -3773104.750000 Penalty: 3377.182373
	Iteration 19Q: 3 clusters Score -3773105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -3773110.000000 Penalty: 3377.182373
	Iteration 20F: 3 clusters Score -3773110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -3773115.500000 Penalty: 3377.182373
	Iteration 21Q: 3 clusters Score -3773116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -3773124.000000 Penalty: 3377.182373
	Iteration 22Q: 3 clusters Score -3773124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -3773129.250000 Penalty: 3377.182373
	Iteration 23Q: 3 clusters Score -3773129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -3773131.500000 Penalty: 3377.182373
	Iteration 24Q: 3 clusters Score -3773132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -3773129.750000 Penalty: 3377.182373
	Iteration 25Q: 3 clusters Score -3773130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -3773133.500000 Penalty: 3377.182373
	Iteration 26Q: 3 clusters Score -3773134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3773132.000000 Penalty: 3377.182373
	Iteration 27Q: 3 clusters Score -3773132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -3773135.000000 Penalty: 3377.182373
	Iteration 28Q: 3 clusters Score -3773135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -3773132.000000 Penalty: 3377.182373
	Iteration 29Q: 3 clusters Score -3773132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -3773134.000000 Penalty: 3377.182373
	Iteration 30Q: 3 clusters Score -3773134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -3773137.500000 Penalty: 3377.182373
	Iteration 31Q: 3 clusters Score -3773138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -3773140.250000 Penalty: 3377.182373
	Iteration 32Q: 3 clusters Score -3773140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -3773141.500000 Penalty: 3377.182373
	Iteration 33Q: 3 clusters Score -3773142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -3773142.500000 Penalty: 3377.182373
	Iteration 34Q: 3 clusters Score -3773142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3773140.250000 Penalty: 3377.182373
	Iteration 35Q: 3 clusters Score -3773140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3773140.250000 Penalty: 3377.182373
	Iteration 36F: 3 clusters Score -3773140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Entering Unmasked Estep 
Score: -1719988.250000 Penalty: 1554.813721
	Iteration 0F: 2 clusters Score -1719988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1710034.250000 Penalty: 3109.627441
	Iteration 0F: 3 clusters Score -1710034 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1713361.375000 Penalty: 3109.627441
	Iteration 1F: 3 clusters Score -1713361 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1713566.625000 Penalty: 3109.627441
	Iteration 2Q: 3 clusters Score -1713567 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1713777.250000 Penalty: 3109.627441
	Iteration 3Q: 3 clusters Score -1713777 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1713993.000000 Penalty: 3109.627441
	Iteration 4Q: 3 clusters Score -1713993 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1714235.125000 Penalty: 3109.627441
	Iteration 5Q: 3 clusters Score -1714235 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1714577.625000 Penalty: 3109.627441
	Iteration 6Q: 3 clusters Score -1714578 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1715121.250000 Penalty: 3109.627441
	Iteration 7F: 3 clusters Score -1715121 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1715880.250000 Penalty: 3109.627441
	Iteration 8F: 3 clusters Score -1715880 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1716766.000000 Penalty: 3109.627441
	Iteration 9F: 3 clusters Score -1716766 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1717598.375000 Penalty: 3109.627441
	Iteration 10F: 3 clusters Score -1717598 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1718112.125000 Penalty: 3109.627441
	Iteration 11Q: 3 clusters Score -1718112 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1718371.875000 Penalty: 3109.627441
	Iteration 12Q: 3 clusters Score -1718372 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1718480.750000 Penalty: 3109.627441
	Iteration 13Q: 3 clusters Score -1718481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1718525.125000 Penalty: 3109.627441
	Iteration 14Q: 3 clusters Score -1718525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1718549.375000 Penalty: 3109.627441
	Iteration 15Q: 3 clusters Score -1718549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1718560.875000 Penalty: 3109.627441
	Iteration 16Q: 3 clusters Score -1718561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1718567.500000 Penalty: 3109.627441
	Iteration 17Q: 3 clusters Score -1718568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1718571.625000 Penalty: 3109.627441
	Iteration 18Q: 3 clusters Score -1718572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1718574.750000 Penalty: 3109.627441
	Iteration 19Q: 3 clusters Score -1718575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1718577.125000 Penalty: 3109.627441
	Iteration 20F: 3 clusters Score -1718577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1718579.250000 Penalty: 3109.627441
	Iteration 21Q: 3 clusters Score -1718579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1718582.000000 Penalty: 3109.627441
	Iteration 22Q: 3 clusters Score -1718582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1718582.000000 Penalty: 3109.627441
	Iteration 23F: 3 clusters Score -1718582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Entering Unmasked Estep 
Score: -1558673.250000 Penalty: 1543.595215
	Iteration 0F: 2 clusters Score -1558673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1549360.625000 Penalty: 3087.190430
	Iteration 0F: 3 clusters Score -1549361 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1552641.750000 Penalty: 3087.190430
	Iteration 1F: 3 clusters Score -1552642 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1553044.000000 Penalty: 3087.190430
	Iteration 2F: 3 clusters Score -1553044 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1553464.875000 Penalty: 3087.190430
	Iteration 3F: 3 clusters Score -1553465 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1553935.125000 Penalty: 3087.190430
	Iteration 4F: 3 clusters Score -1553935 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1554455.250000 Penalty: 3087.190430
	Iteration 5F: 3 clusters Score -1554455 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1555033.000000 Penalty: 3087.190430
	Iteration 6F: 3 clusters Score -1555033 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1555670.125000 Penalty: 3087.190430
	Iteration 7F: 3 clusters Score -1555670 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1556176.250000 Penalty: 3087.190430
	Iteration 8Q: 3 clusters Score -1556176 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1556547.875000 Penalty: 3087.190430
	Iteration 9Q: 3 clusters Score -1556548 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1556826.125000 Penalty: 3087.190430
	Iteration 10Q: 3 clusters Score -1556826 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1556978.375000 Penalty: 3087.190430
	Iteration 11Q: 3 clusters Score -1556978 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1557047.500000 Penalty: 3087.190430
	Iteration 12Q: 3 clusters Score -1557048 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1557092.250000 Penalty: 3087.190430
	Iteration 13Q: 3 clusters Score -1557092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1557126.000000 Penalty: 3087.190430
	Iteration 14Q: 3 clusters Score -1557126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1557153.375000 Penalty: 3087.190430
	Iteration 15Q: 3 clusters Score -1557153 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1557175.875000 Penalty: 3087.190430
	Iteration 16Q: 3 clusters Score -1557176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1557195.500000 Penalty: 3087.190430
	Iteration 17Q: 3 clusters Score -1557196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1557206.500000 Penalty: 3087.190430
	Iteration 18Q: 3 clusters Score -1557206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1557213.875000 Penalty: 3087.190430
	Iteration 19Q: 3 clusters Score -1557214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1557221.625000 Penalty: 3087.190430
	Iteration 20F: 3 clusters Score -1557222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1557224.750000 Penalty: 3087.190430
	Iteration 21Q: 3 clusters Score -1557225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1557229.000000 Penalty: 3087.190430
	Iteration 22Q: 3 clusters Score -1557229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1557231.875000 Penalty: 3087.190430
	Iteration 23Q: 3 clusters Score -1557232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1557234.625000 Penalty: 3087.190430
	Iteration 24Q: 3 clusters Score -1557235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1557236.875000 Penalty: 3087.190430
	Iteration 25Q: 3 clusters Score -1557237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1557242.125000 Penalty: 3087.190430
	Iteration 26Q: 3 clusters Score -1557242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1557243.875000 Penalty: 3087.190430
	Iteration 27Q: 3 clusters Score -1557244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1557246.750000 Penalty: 3087.190430
	Iteration 28Q: 3 clusters Score -1557247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1557251.750000 Penalty: 3087.190430
	Iteration 29Q: 3 clusters Score -1557252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1557253.375000 Penalty: 3087.190430
	Iteration 30Q: 3 clusters Score -1557253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1557254.375000 Penalty: 3087.190430
	Iteration 31Q: 3 clusters Score -1557254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1557254.750000 Penalty: 3087.190430
	Iteration 32Q: 3 clusters Score -1557255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1557259.125000 Penalty: 3087.190430
	Iteration 33Q: 3 clusters Score -1557259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1557260.625000 Penalty: 3087.190430
	Iteration 34Q: 3 clusters Score -1557261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1557258.750000 Penalty: 3087.190430
	Iteration 35Q: 3 clusters Score -1557259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1557259.125000 Penalty: 3087.190430
	Iteration 36Q: 3 clusters Score -1557259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1557260.125000 Penalty: 3087.190430
	Iteration 37Q: 3 clusters Score -1557260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1557258.625000 Penalty: 3087.190430
	Iteration 38Q: 3 clusters Score -1557259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1557257.750000 Penalty: 3087.190430
	Iteration 39Q: 3 clusters Score -1557258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1557257.750000 Penalty: 3087.190430
	Iteration 40F: 3 clusters Score -1557258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -44671.464844 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -44671.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44158.101562 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -44158.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45631.292969 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -45631.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46609.453125 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -46609.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -46879.539062 Penalty: 2029.354248
	Iteration 3F: 3 clusters Score -46879.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46983.328125 Penalty: 2029.354248
	Iteration 4Q: 3 clusters Score -46983.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47036.441406 Penalty: 2029.354248
	Iteration 5Q: 3 clusters Score -47036.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47048.761719 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -47048.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47051.632812 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -47051.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47051.632812 Penalty: 2029.354248
	Iteration 8F: 3 clusters Score -47051.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 104853 members 
Mstep: Class 3 contains 69376 members 
Mstep: Class 4 contains 4037 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 162 members 
Mstep: Class 8 contains 4910 members 
Mstep: Class 9 contains 27653 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 11334 members 
Mstep: Class 12 contains 99592 members 
Mstep: Class 13 contains 4103 members 
Mstep: Class 14 contains 81800 members 
Mstep: Class 15 contains 27404 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 32576 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 13347 members 
Mstep: Class 20 contains 353 members 
Mstep: Class 21 contains 17868 members 
Mstep: Class 22 contains 80786 members 
Mstep: Class 23 contains 143461 members 
Mstep: Class 24 contains 4552 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
Score: -86194512.000000 Penalty: 55007.320312
Splitting cluster 20 changes total score from -86192968.000000 to -86194512.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 21 (17868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Entering Unmasked Estep 
Score: -2072380.000000 Penalty: 1590.999634
	Iteration 0F: 2 clusters Score -2072380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2060207.625000 Penalty: 3181.999268
	Iteration 0F: 3 clusters Score -2060208 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2064597.000000 Penalty: 3181.999268
	Iteration 1F: 3 clusters Score -2064597 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2065106.625000 Penalty: 3181.999268
	Iteration 2F: 3 clusters Score -2065107 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2065682.625000 Penalty: 3181.999268
	Iteration 3F: 3 clusters Score -2065683 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2066426.125000 Penalty: 3181.999268
	Iteration 4F: 3 clusters Score -2066426 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2067297.125000 Penalty: 3181.999268
	Iteration 5F: 3 clusters Score -2067297 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2068181.875000 Penalty: 3181.999268
	Iteration 6F: 3 clusters Score -2068182 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2068925.125000 Penalty: 3181.999268
	Iteration 7F: 3 clusters Score -2068925 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2069449.125000 Penalty: 3181.999268
	Iteration 8F: 3 clusters Score -2069449 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2069746.125000 Penalty: 3181.999268
	Iteration 9Q: 3 clusters Score -2069746 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2069894.750000 Penalty: 3181.999268
	Iteration 10Q: 3 clusters Score -2069895 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2069972.750000 Penalty: 3181.999268
	Iteration 11Q: 3 clusters Score -2069973 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2070032.000000 Penalty: 3181.999268
	Iteration 12Q: 3 clusters Score -2070032 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2070080.875000 Penalty: 3181.999268
	Iteration 13Q: 3 clusters Score -2070081 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2070135.125000 Penalty: 3181.999268
	Iteration 14Q: 3 clusters Score -2070135 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2070206.125000 Penalty: 3181.999268
	Iteration 15Q: 3 clusters Score -2070206 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2070249.125000 Penalty: 3181.999268
	Iteration 16Q: 3 clusters Score -2070249 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2070287.000000 Penalty: 3181.999268
	Iteration 17Q: 3 clusters Score -2070287 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2070324.875000 Penalty: 3181.999268
	Iteration 18Q: 3 clusters Score -2070325 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2070359.875000 Penalty: 3181.999268
	Iteration 19Q: 3 clusters Score -2070360 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2070404.000000 Penalty: 3181.999268
	Iteration 20F: 3 clusters Score -2070404 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2070436.375000 Penalty: 3181.999268
	Iteration 21Q: 3 clusters Score -2070436 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2070466.625000 Penalty: 3181.999268
	Iteration 22Q: 3 clusters Score -2070467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2070496.875000 Penalty: 3181.999268
	Iteration 23Q: 3 clusters Score -2070497 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2070512.500000 Penalty: 3181.999268
	Iteration 24Q: 3 clusters Score -2070512 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2070534.625000 Penalty: 3181.999268
	Iteration 25Q: 3 clusters Score -2070535 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2070556.625000 Penalty: 3181.999268
	Iteration 26Q: 3 clusters Score -2070557 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2070575.375000 Penalty: 3181.999268
	Iteration 27Q: 3 clusters Score -2070575 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2070591.750000 Penalty: 3181.999268
	Iteration 28Q: 3 clusters Score -2070592 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2070604.000000 Penalty: 3181.999268
	Iteration 29Q: 3 clusters Score -2070604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2070611.375000 Penalty: 3181.999268
	Iteration 30Q: 3 clusters Score -2070611 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2070618.500000 Penalty: 3181.999268
	Iteration 31Q: 3 clusters Score -2070618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2070625.250000 Penalty: 3181.999268
	Iteration 32Q: 3 clusters Score -2070625 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2070631.625000 Penalty: 3181.999268
	Iteration 33Q: 3 clusters Score -2070632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2070636.375000 Penalty: 3181.999268
	Iteration 34Q: 3 clusters Score -2070636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2070643.000000 Penalty: 3181.999268
	Iteration 35Q: 3 clusters Score -2070643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2070647.500000 Penalty: 3181.999268
	Iteration 36Q: 3 clusters Score -2070648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2070652.750000 Penalty: 3181.999268
	Iteration 37Q: 3 clusters Score -2070653 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2070661.375000 Penalty: 3181.999268
	Iteration 38Q: 3 clusters Score -2070661 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2070675.375000 Penalty: 3181.999268
	Iteration 39Q: 3 clusters Score -2070675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2070682.125000 Penalty: 3181.999268
	Iteration 40F: 3 clusters Score -2070682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2070683.125000 Penalty: 3181.999268
	Iteration 41Q: 3 clusters Score -2070683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2070683.250000 Penalty: 3181.999268
	Iteration 42Q: 3 clusters Score -2070683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2070689.875000 Penalty: 3181.999268
	Iteration 43Q: 3 clusters Score -2070690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2070693.625000 Penalty: 3181.999268
	Iteration 44Q: 3 clusters Score -2070694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2070692.625000 Penalty: 3181.999268
	Iteration 45Q: 3 clusters Score -2070693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2070697.250000 Penalty: 3181.999268
	Iteration 46Q: 3 clusters Score -2070697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2070705.625000 Penalty: 3181.999268
	Iteration 47Q: 3 clusters Score -2070706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2070702.250000 Penalty: 3181.999268
	Iteration 48Q: 3 clusters Score -2070702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2070703.875000 Penalty: 3181.999268
	Iteration 49Q: 3 clusters Score -2070704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2070701.750000 Penalty: 3181.999268
	Iteration 50Q: 3 clusters Score -2070702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2070709.500000 Penalty: 3181.999268
	Iteration 51Q: 3 clusters Score -2070710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2070709.750000 Penalty: 3181.999268
	Iteration 52Q: 3 clusters Score -2070710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2070709.375000 Penalty: 3181.999268
	Iteration 53Q: 3 clusters Score -2070709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2070705.000000 Penalty: 3181.999268
	Iteration 54Q: 3 clusters Score -2070705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2070707.125000 Penalty: 3181.999268
	Iteration 55Q: 3 clusters Score -2070707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2070710.875000 Penalty: 3181.999268
	Iteration 56Q: 3 clusters Score -2070711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2070709.750000 Penalty: 3181.999268
	Iteration 57Q: 3 clusters Score -2070710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2070710.625000 Penalty: 3181.999268
	Iteration 58Q: 3 clusters Score -2070711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2070710.125000 Penalty: 3181.999268
	Iteration 59Q: 3 clusters Score -2070710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2070713.875000 Penalty: 3181.999268
	Iteration 60F: 3 clusters Score -2070714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2070710.750000 Penalty: 3181.999268
	Iteration 61Q: 3 clusters Score -2070711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2070711.750000 Penalty: 3181.999268
	Iteration 62Q: 3 clusters Score -2070712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2070713.625000 Penalty: 3181.999268
	Iteration 63Q: 3 clusters Score -2070714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2070714.250000 Penalty: 3181.999268
	Iteration 64Q: 3 clusters Score -2070714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2070714.875000 Penalty: 3181.999268
	Iteration 65Q: 3 clusters Score -2070715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2070712.500000 Penalty: 3181.999268
	Iteration 66Q: 3 clusters Score -2070712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2070714.125000 Penalty: 3181.999268
	Iteration 67Q: 3 clusters Score -2070714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2070713.500000 Penalty: 3181.999268
	Iteration 68Q: 3 clusters Score -2070714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2070718.000000 Penalty: 3181.999268
	Iteration 69Q: 3 clusters Score -2070718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2070720.500000 Penalty: 3181.999268
	Iteration 70Q: 3 clusters Score -2070720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2070721.250000 Penalty: 3181.999268
	Iteration 71Q: 3 clusters Score -2070721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2070723.375000 Penalty: 3181.999268
	Iteration 72Q: 3 clusters Score -2070723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2070722.125000 Penalty: 3181.999268
	Iteration 73Q: 3 clusters Score -2070722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2070722.500000 Penalty: 3181.999268
	Iteration 74Q: 3 clusters Score -2070722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2070727.500000 Penalty: 3181.999268
	Iteration 75Q: 3 clusters Score -2070728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2070728.125000 Penalty: 3181.999268
	Iteration 76Q: 3 clusters Score -2070728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2070733.500000 Penalty: 3181.999268
	Iteration 77Q: 3 clusters Score -2070734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2070740.875000 Penalty: 3181.999268
	Iteration 78Q: 3 clusters Score -2070741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2070740.250000 Penalty: 3181.999268
	Iteration 79Q: 3 clusters Score -2070740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2070738.625000 Penalty: 3181.999268
	Iteration 80F: 3 clusters Score -2070739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2070739.500000 Penalty: 3181.999268
	Iteration 81Q: 3 clusters Score -2070740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2070737.000000 Penalty: 3181.999268
	Iteration 82Q: 3 clusters Score -2070737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2070741.125000 Penalty: 3181.999268
	Iteration 83Q: 3 clusters Score -2070741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2070742.750000 Penalty: 3181.999268
	Iteration 84Q: 3 clusters Score -2070743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2070744.000000 Penalty: 3181.999268
	Iteration 85Q: 3 clusters Score -2070744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2070751.125000 Penalty: 3181.999268
	Iteration 86Q: 3 clusters Score -2070751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2070755.250000 Penalty: 3181.999268
	Iteration 87Q: 3 clusters Score -2070755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2070762.375000 Penalty: 3181.999268
	Iteration 88Q: 3 clusters Score -2070762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2070766.375000 Penalty: 3181.999268
	Iteration 89Q: 3 clusters Score -2070766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2070769.625000 Penalty: 3181.999268
	Iteration 90Q: 3 clusters Score -2070770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2070771.250000 Penalty: 3181.999268
	Iteration 91Q: 3 clusters Score -2070771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2070774.125000 Penalty: 3181.999268
	Iteration 92Q: 3 clusters Score -2070774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2070771.875000 Penalty: 3181.999268
	Iteration 93Q: 3 clusters Score -2070772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2070774.875000 Penalty: 3181.999268
	Iteration 94Q: 3 clusters Score -2070775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2070777.250000 Penalty: 3181.999268
	Iteration 95Q: 3 clusters Score -2070777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2070781.500000 Penalty: 3181.999268
	Iteration 96Q: 3 clusters Score -2070782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2070781.750000 Penalty: 3181.999268
	Iteration 97Q: 3 clusters Score -2070782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2070785.000000 Penalty: 3181.999268
	Iteration 98Q: 3 clusters Score -2070785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2070782.625000 Penalty: 3181.999268
	Iteration 99Q: 3 clusters Score -2070783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2070781.875000 Penalty: 3181.999268
	Iteration 100F: 3 clusters Score -2070782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2070783.750000 Penalty: 3181.999268
	Iteration 101Q: 3 clusters Score -2070784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2070782.125000 Penalty: 3181.999268
	Iteration 102Q: 3 clusters Score -2070782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2070780.250000 Penalty: 3181.999268
	Iteration 103Q: 3 clusters Score -2070780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2070781.000000 Penalty: 3181.999268
	Iteration 104Q: 3 clusters Score -2070781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2070781.625000 Penalty: 3181.999268
	Iteration 105Q: 3 clusters Score -2070782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2070781.875000 Penalty: 3181.999268
	Iteration 106Q: 3 clusters Score -2070782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2070781.875000 Penalty: 3181.999268
	Iteration 107Q: 3 clusters Score -2070782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2070783.875000 Penalty: 3181.999268
	Iteration 108Q: 3 clusters Score -2070784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2070785.500000 Penalty: 3181.999268
	Iteration 109Q: 3 clusters Score -2070786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2070785.625000 Penalty: 3181.999268
	Iteration 110Q: 3 clusters Score -2070786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2070783.625000 Penalty: 3181.999268
	Iteration 111Q: 3 clusters Score -2070784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2070781.875000 Penalty: 3181.999268
	Iteration 112Q: 3 clusters Score -2070782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2070779.625000 Penalty: 3181.999268
	Iteration 113Q: 3 clusters Score -2070780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2070787.500000 Penalty: 3181.999268
	Iteration 114Q: 3 clusters Score -2070788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2070789.500000 Penalty: 3181.999268
	Iteration 115Q: 3 clusters Score -2070790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2070788.625000 Penalty: 3181.999268
	Iteration 116Q: 3 clusters Score -2070789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2070790.500000 Penalty: 3181.999268
	Iteration 117Q: 3 clusters Score -2070790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2070790.750000 Penalty: 3181.999268
	Iteration 118Q: 3 clusters Score -2070791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2070790.125000 Penalty: 3181.999268
	Iteration 119Q: 3 clusters Score -2070790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2070790.625000 Penalty: 3181.999268
	Iteration 120F: 3 clusters Score -2070791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2070790.875000 Penalty: 3181.999268
	Iteration 121Q: 3 clusters Score -2070791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2070790.875000 Penalty: 3181.999268
	Iteration 122F: 3 clusters Score -2070791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (80786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Entering Unmasked Estep 
Score: -9460850.000000 Penalty: 1836.178223
	Iteration 0F: 2 clusters Score -9460850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -9407389.000000 Penalty: 3672.356445
	Iteration 0F: 3 clusters Score -9407389 nChanged 38430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -9429867.000000 Penalty: 3672.356445
	Iteration 1F: 3 clusters Score -9429867 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -9430938.000000 Penalty: 3672.356445
	Iteration 2Q: 3 clusters Score -9430938 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -9432712.000000 Penalty: 3672.356445
	Iteration 3Q: 3 clusters Score -9432712 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -9435538.000000 Penalty: 3672.356445
	Iteration 4F: 3 clusters Score -9435538 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -9439600.000000 Penalty: 3672.356445
	Iteration 5F: 3 clusters Score -9439600 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -9444180.000000 Penalty: 3672.356445
	Iteration 6F: 3 clusters Score -9444180 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -9448324.000000 Penalty: 3672.356445
	Iteration 7F: 3 clusters Score -9448324 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -9451349.000000 Penalty: 3672.356445
	Iteration 8Q: 3 clusters Score -9451349 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -9453068.000000 Penalty: 3672.356445
	Iteration 9Q: 3 clusters Score -9453068 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -9454098.000000 Penalty: 3672.356445
	Iteration 10Q: 3 clusters Score -9454098 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -9454751.000000 Penalty: 3672.356445
	Iteration 11Q: 3 clusters Score -9454751 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -9455392.000000 Penalty: 3672.356445
	Iteration 12Q: 3 clusters Score -9455392 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -9455861.000000 Penalty: 3672.356445
	Iteration 13Q: 3 clusters Score -9455861 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -9456294.000000 Penalty: 3672.356445
	Iteration 14Q: 3 clusters Score -9456294 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -9456689.000000 Penalty: 3672.356445
	Iteration 15Q: 3 clusters Score -9456689 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -9457045.000000 Penalty: 3672.356445
	Iteration 16Q: 3 clusters Score -9457045 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -9457409.000000 Penalty: 3672.356445
	Iteration 17Q: 3 clusters Score -9457409 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -9457734.000000 Penalty: 3672.356445
	Iteration 18Q: 3 clusters Score -9457734 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -9457936.000000 Penalty: 3672.356445
	Iteration 19Q: 3 clusters Score -9457936 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -9458111.000000 Penalty: 3672.356445
	Iteration 20F: 3 clusters Score -9458111 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -9458204.000000 Penalty: 3672.356445
	Iteration 21Q: 3 clusters Score -9458204 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9458364.000000 Penalty: 3672.356445
	Iteration 22Q: 3 clusters Score -9458364 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9458445.000000 Penalty: 3672.356445
	Iteration 23Q: 3 clusters Score -9458445 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -9458545.000000 Penalty: 3672.356445
	Iteration 24Q: 3 clusters Score -9458545 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9458611.000000 Penalty: 3672.356445
	Iteration 25Q: 3 clusters Score -9458611 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9458689.000000 Penalty: 3672.356445
	Iteration 26Q: 3 clusters Score -9458689 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9458761.000000 Penalty: 3672.356445
	Iteration 27Q: 3 clusters Score -9458761 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9458828.000000 Penalty: 3672.356445
	Iteration 28Q: 3 clusters Score -9458828 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9458904.000000 Penalty: 3672.356445
	Iteration 29Q: 3 clusters Score -9458904 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9458976.000000 Penalty: 3672.356445
	Iteration 30Q: 3 clusters Score -9458976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9459039.000000 Penalty: 3672.356445
	Iteration 31Q: 3 clusters Score -9459039 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9459089.000000 Penalty: 3672.356445
	Iteration 32Q: 3 clusters Score -9459089 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79838 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9459150.000000 Penalty: 3672.356445
	Iteration 33Q: 3 clusters Score -9459150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9459168.000000 Penalty: 3672.356445
	Iteration 34Q: 3 clusters Score -9459168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9459178.000000 Penalty: 3672.356445
	Iteration 35Q: 3 clusters Score -9459178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9459187.000000 Penalty: 3672.356445
	Iteration 36Q: 3 clusters Score -9459187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9459199.000000 Penalty: 3672.356445
	Iteration 37Q: 3 clusters Score -9459199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9459192.000000 Penalty: 3672.356445
	Iteration 38Q: 3 clusters Score -9459192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9459209.000000 Penalty: 3672.356445
	Iteration 39Q: 3 clusters Score -9459209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9459216.000000 Penalty: 3672.356445
	Iteration 40F: 3 clusters Score -9459216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9459225.000000 Penalty: 3672.356445
	Iteration 41Q: 3 clusters Score -9459225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9459242.000000 Penalty: 3672.356445
	Iteration 42Q: 3 clusters Score -9459242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9459262.000000 Penalty: 3672.356445
	Iteration 43Q: 3 clusters Score -9459262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9459253.000000 Penalty: 3672.356445
	Iteration 44Q: 3 clusters Score -9459253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9459275.000000 Penalty: 3672.356445
	Iteration 45Q: 3 clusters Score -9459275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9459272.000000 Penalty: 3672.356445
	Iteration 46Q: 3 clusters Score -9459272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9459283.000000 Penalty: 3672.356445
	Iteration 47Q: 3 clusters Score -9459283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9459289.000000 Penalty: 3672.356445
	Iteration 48Q: 3 clusters Score -9459289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9459299.000000 Penalty: 3672.356445
	Iteration 49Q: 3 clusters Score -9459299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9459311.000000 Penalty: 3672.356445
	Iteration 50Q: 3 clusters Score -9459311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9459319.000000 Penalty: 3672.356445
	Iteration 51Q: 3 clusters Score -9459319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9459331.000000 Penalty: 3672.356445
	Iteration 52Q: 3 clusters Score -9459331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9459333.000000 Penalty: 3672.356445
	Iteration 53Q: 3 clusters Score -9459333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9459330.000000 Penalty: 3672.356445
	Iteration 54Q: 3 clusters Score -9459330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9459326.000000 Penalty: 3672.356445
	Iteration 55Q: 3 clusters Score -9459326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9459328.000000 Penalty: 3672.356445
	Iteration 56Q: 3 clusters Score -9459328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9459329.000000 Penalty: 3672.356445
	Iteration 57Q: 3 clusters Score -9459329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9459334.000000 Penalty: 3672.356445
	Iteration 58Q: 3 clusters Score -9459334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9459339.000000 Penalty: 3672.356445
	Iteration 59Q: 3 clusters Score -9459339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9459343.000000 Penalty: 3672.356445
	Iteration 60F: 3 clusters Score -9459343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9459355.000000 Penalty: 3672.356445
	Iteration 61Q: 3 clusters Score -9459355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9459350.000000 Penalty: 3672.356445
	Iteration 62Q: 3 clusters Score -9459350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9459346.000000 Penalty: 3672.356445
	Iteration 63Q: 3 clusters Score -9459346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9459341.000000 Penalty: 3672.356445
	Iteration 64Q: 3 clusters Score -9459341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9459341.000000 Penalty: 3672.356445
	Iteration 65F: 3 clusters Score -9459341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (143461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143461 members 
Entering Unmasked Estep 
Score: -16488399.000000 Penalty: 1929.495483
	Iteration 0F: 2 clusters Score -1.64884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -16402224.000000 Penalty: 3858.990967
	Iteration 0F: 3 clusters Score -1.640222e+07 nChanged 69193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -16442580.000000 Penalty: 3858.990967
	Iteration 1F: 3 clusters Score -1.644258e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -16443751.000000 Penalty: 3858.990967
	Iteration 2Q: 3 clusters Score -1.644375e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -16445374.000000 Penalty: 3858.990967
	Iteration 3Q: 3 clusters Score -1.644537e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 83206 members 
Entering Unmasked Estep 
Score: -16448093.000000 Penalty: 3858.990967
	Iteration 4Q: 3 clusters Score -1.644809e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 87782 members 
Entering Unmasked Estep 
Score: -16452384.000000 Penalty: 3858.990967
	Iteration 5F: 3 clusters Score -1.645238e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -16458798.000000 Penalty: 3858.990967
	Iteration 6F: 3 clusters Score -1.64588e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 97529 members 
Entering Unmasked Estep 
Score: -16465831.000000 Penalty: 3858.990967
	Iteration 7F: 3 clusters Score -1.646583e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -16471031.000000 Penalty: 3858.990967
	Iteration 8F: 3 clusters Score -1.647103e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 102899 members 
Entering Unmasked Estep 
Score: -16473236.000000 Penalty: 3858.990967
	Iteration 9Q: 3 clusters Score -1.647324e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 104887 members 
Entering Unmasked Estep 
Score: -16473960.000000 Penalty: 3858.990967
	Iteration 10Q: 3 clusters Score -1.647396e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 106906 members 
Entering Unmasked Estep 
Score: -16474436.000000 Penalty: 3858.990967
	Iteration 11Q: 3 clusters Score -1.647444e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 109010 members 
Entering Unmasked Estep 
Score: -16474953.000000 Penalty: 3858.990967
	Iteration 12Q: 3 clusters Score -1.647495e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -16475629.000000 Penalty: 3858.990967
	Iteration 13Q: 3 clusters Score -1.647563e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 113636 members 
Entering Unmasked Estep 
Score: -16476366.000000 Penalty: 3858.990967
	Iteration 14Q: 3 clusters Score -1.647637e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 115925 members 
Entering Unmasked Estep 
Score: -16476915.000000 Penalty: 3858.990967
	Iteration 15Q: 3 clusters Score -1.647692e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 118299 members 
Entering Unmasked Estep 
Score: -16477573.000000 Penalty: 3858.990967
	Iteration 16Q: 3 clusters Score -1.647757e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 120685 members 
Entering Unmasked Estep 
Score: -16478227.000000 Penalty: 3858.990967
	Iteration 17Q: 3 clusters Score -1.647823e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 123102 members 
Entering Unmasked Estep 
Score: -16478946.000000 Penalty: 3858.990967
	Iteration 18Q: 3 clusters Score -1.647895e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 125533 members 
Entering Unmasked Estep 
Score: -16479647.000000 Penalty: 3858.990967
	Iteration 19Q: 3 clusters Score -1.647965e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 127832 members 
Entering Unmasked Estep 
Score: -16480245.000000 Penalty: 3858.990967
	Iteration 20F: 3 clusters Score -1.648024e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 130050 members 
Entering Unmasked Estep 
Score: -16480944.000000 Penalty: 3858.990967
	Iteration 21Q: 3 clusters Score -1.648094e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 132084 members 
Entering Unmasked Estep 
Score: -16481486.000000 Penalty: 3858.990967
	Iteration 22Q: 3 clusters Score -1.648149e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -16481997.000000 Penalty: 3858.990967
	Iteration 23Q: 3 clusters Score -1.6482e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 135387 members 
Entering Unmasked Estep 
Score: -16482526.000000 Penalty: 3858.990967
	Iteration 24Q: 3 clusters Score -1.648253e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 136708 members 
Entering Unmasked Estep 
Score: -16483143.000000 Penalty: 3858.990967
	Iteration 25Q: 3 clusters Score -1.648314e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 137862 members 
Entering Unmasked Estep 
Score: -16483597.000000 Penalty: 3858.990967
	Iteration 26Q: 3 clusters Score -1.64836e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 138835 members 
Entering Unmasked Estep 
Score: -16483958.000000 Penalty: 3858.990967
	Iteration 27Q: 3 clusters Score -1.648396e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 139679 members 
Entering Unmasked Estep 
Score: -16484468.000000 Penalty: 3858.990967
	Iteration 28Q: 3 clusters Score -1.648447e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 140386 members 
Entering Unmasked Estep 
Score: -16484734.000000 Penalty: 3858.990967
	Iteration 29Q: 3 clusters Score -1.648473e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 140975 members 
Entering Unmasked Estep 
Score: -16485079.000000 Penalty: 3858.990967
	Iteration 30Q: 3 clusters Score -1.648508e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 141462 members 
Entering Unmasked Estep 
Score: -16485420.000000 Penalty: 3858.990967
	Iteration 31Q: 3 clusters Score -1.648542e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 141844 members 
Entering Unmasked Estep 
Score: -16485730.000000 Penalty: 3858.990967
	Iteration 32Q: 3 clusters Score -1.648573e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -16485925.000000 Penalty: 3858.990967
	Iteration 33Q: 3 clusters Score -1.648592e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 142329 members 
Entering Unmasked Estep 
Score: -16486071.000000 Penalty: 3858.990967
	Iteration 34Q: 3 clusters Score -1.648607e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 142492 members 
Entering Unmasked Estep 
Score: -16486226.000000 Penalty: 3858.990967
	Iteration 35Q: 3 clusters Score -1.648623e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 142605 members 
Entering Unmasked Estep 
Score: -16486285.000000 Penalty: 3858.990967
	Iteration 36Q: 3 clusters Score -1.648628e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 142701 members 
Entering Unmasked Estep 
Score: -16486393.000000 Penalty: 3858.990967
	Iteration 37Q: 3 clusters Score -1.648639e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 142769 members 
Entering Unmasked Estep 
Score: -16486440.000000 Penalty: 3858.990967
	Iteration 38Q: 3 clusters Score -1.648644e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 142817 members 
Entering Unmasked Estep 
Score: -16486479.000000 Penalty: 3858.990967
	Iteration 39Q: 3 clusters Score -1.648648e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 142852 members 
Entering Unmasked Estep 
Score: -16486515.000000 Penalty: 3858.990967
	Iteration 40F: 3 clusters Score -1.648652e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 142884 members 
Entering Unmasked Estep 
Score: -16486550.000000 Penalty: 3858.990967
	Iteration 41Q: 3 clusters Score -1.648655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 142907 members 
Entering Unmasked Estep 
Score: -16486568.000000 Penalty: 3858.990967
	Iteration 42Q: 3 clusters Score -1.648657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 142920 members 
Entering Unmasked Estep 
Score: -16486569.000000 Penalty: 3858.990967
	Iteration 43Q: 3 clusters Score -1.648657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 142933 members 
Entering Unmasked Estep 
Score: -16486567.000000 Penalty: 3858.990967
	Iteration 44Q: 3 clusters Score -1.648657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 142941 members 
Entering Unmasked Estep 
Score: -16486571.000000 Penalty: 3858.990967
	Iteration 45Q: 3 clusters Score -1.648657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 142953 members 
Entering Unmasked Estep 
Score: -16486588.000000 Penalty: 3858.990967
	Iteration 46Q: 3 clusters Score -1.648659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 142962 members 
Entering Unmasked Estep 
Score: -16486590.000000 Penalty: 3858.990967
	Iteration 47Q: 3 clusters Score -1.648659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 142969 members 
Entering Unmasked Estep 
Score: -16486608.000000 Penalty: 3858.990967
	Iteration 48Q: 3 clusters Score -1.648661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 142978 members 
Entering Unmasked Estep 
Score: -16486617.000000 Penalty: 3858.990967
	Iteration 49Q: 3 clusters Score -1.648662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 142987 members 
Entering Unmasked Estep 
Score: -16486618.000000 Penalty: 3858.990967
	Iteration 50Q: 3 clusters Score -1.648662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 142992 members 
Entering Unmasked Estep 
Score: -16486618.000000 Penalty: 3858.990967
	Iteration 51Q: 3 clusters Score -1.648662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 142997 members 
Entering Unmasked Estep 
Score: -16486626.000000 Penalty: 3858.990967
	Iteration 52Q: 3 clusters Score -1.648663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 143000 members 
Entering Unmasked Estep 
Score: -16486625.000000 Penalty: 3858.990967
	Iteration 53Q: 3 clusters Score -1.648662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 143001 members 
Entering Unmasked Estep 
Score: -16486629.000000 Penalty: 3858.990967
	Iteration 54Q: 3 clusters Score -1.648663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 143003 members 
Entering Unmasked Estep 
Score: -16486621.000000 Penalty: 3858.990967
	Iteration 55Q: 3 clusters Score -1.648662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 143003 members 
Entering Unmasked Estep 
Score: -16486621.000000 Penalty: 3858.990967
	Iteration 56F: 3 clusters Score -1.648662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Entering Unmasked Estep 
Score: -495947.000000 Penalty: 1368.789795
	Iteration 0F: 2 clusters Score -495947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -492268.843750 Penalty: 2737.579590
	Iteration 0F: 3 clusters Score -492268.8 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -493234.687500 Penalty: 2737.579590
	Iteration 1F: 3 clusters Score -493234.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -493440.968750 Penalty: 2737.579590
	Iteration 2F: 3 clusters Score -493441 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -493624.250000 Penalty: 2737.579590
	Iteration 3F: 3 clusters Score -493624.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -493770.750000 Penalty: 2737.579590
	Iteration 4F: 3 clusters Score -493770.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -493881.656250 Penalty: 2737.579590
	Iteration 5Q: 3 clusters Score -493881.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -493991.500000 Penalty: 2737.579590
	Iteration 6Q: 3 clusters Score -493991.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -494117.968750 Penalty: 2737.579590
	Iteration 7Q: 3 clusters Score -494118 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -494236.531250 Penalty: 2737.579590
	Iteration 8Q: 3 clusters Score -494236.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -494354.187500 Penalty: 2737.579590
	Iteration 9Q: 3 clusters Score -494354.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -494468.968750 Penalty: 2737.579590
	Iteration 10Q: 3 clusters Score -494469 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -494583.687500 Penalty: 2737.579590
	Iteration 11Q: 3 clusters Score -494583.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -494668.312500 Penalty: 2737.579590
	Iteration 12Q: 3 clusters Score -494668.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -494742.843750 Penalty: 2737.579590
	Iteration 13Q: 3 clusters Score -494742.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -494806.281250 Penalty: 2737.579590
	Iteration 14Q: 3 clusters Score -494806.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -494864.906250 Penalty: 2737.579590
	Iteration 15Q: 3 clusters Score -494864.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -494912.375000 Penalty: 2737.579590
	Iteration 16Q: 3 clusters Score -494912.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -494954.375000 Penalty: 2737.579590
	Iteration 17Q: 3 clusters Score -494954.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -494983.437500 Penalty: 2737.579590
	Iteration 18Q: 3 clusters Score -494983.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -495000.875000 Penalty: 2737.579590
	Iteration 19Q: 3 clusters Score -495000.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -495012.812500 Penalty: 2737.579590
	Iteration 20F: 3 clusters Score -495012.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -495027.687500 Penalty: 2737.579590
	Iteration 21Q: 3 clusters Score -495027.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -495043.906250 Penalty: 2737.579590
	Iteration 22Q: 3 clusters Score -495043.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -495054.500000 Penalty: 2737.579590
	Iteration 23Q: 3 clusters Score -495054.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -495061.656250 Penalty: 2737.579590
	Iteration 24Q: 3 clusters Score -495061.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -495068.968750 Penalty: 2737.579590
	Iteration 25Q: 3 clusters Score -495069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -495072.500000 Penalty: 2737.579590
	Iteration 26Q: 3 clusters Score -495072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -495076.937500 Penalty: 2737.579590
	Iteration 27Q: 3 clusters Score -495076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -495076.937500 Penalty: 2737.579590
	Iteration 28F: 3 clusters Score -495076.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -102083.750000 Penalty: 1103.938232
	Iteration 0F: 2 clusters Score -102083.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100685.507812 Penalty: 2207.876465
	Iteration 0F: 3 clusters Score -100685.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100895.304688 Penalty: 2207.876465
	Iteration 1F: 3 clusters Score -100895.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100964.835938 Penalty: 2207.876465
	Iteration 2F: 3 clusters Score -100964.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100994.843750 Penalty: 2207.876465
	Iteration 3Q: 3 clusters Score -100994.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101018.390625 Penalty: 2207.876465
	Iteration 4Q: 3 clusters Score -101018.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101030.453125 Penalty: 2207.876465
	Iteration 5Q: 3 clusters Score -101030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101036.125000 Penalty: 2207.876465
	Iteration 6Q: 3 clusters Score -101036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -101041.359375 Penalty: 2207.876465
	Iteration 7Q: 3 clusters Score -101041.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101047.179688 Penalty: 2207.876465
	Iteration 8Q: 3 clusters Score -101047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -101048.804688 Penalty: 2207.876465
	Iteration 9Q: 3 clusters Score -101048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101049.195312 Penalty: 2207.876465
	Iteration 10Q: 3 clusters Score -101049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -101051.554688 Penalty: 2207.876465
	Iteration 11Q: 3 clusters Score -101051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101053.359375 Penalty: 2207.876465
	Iteration 12Q: 3 clusters Score -101053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -101053.976562 Penalty: 2207.876465
	Iteration 13Q: 3 clusters Score -101054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101055.320312 Penalty: 2207.876465
	Iteration 14Q: 3 clusters Score -101055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -101055.320312 Penalty: 2207.876465
	Iteration 15F: 3 clusters Score -101055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 104853 members 
Mstep: Class 3 contains 69376 members 
Mstep: Class 4 contains 4037 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 8 contains 4910 members 
Mstep: Class 9 contains 27653 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 11334 members 
Mstep: Class 12 contains 99592 members 
Mstep: Class 13 contains 4103 members 
Mstep: Class 14 contains 81800 members 
Mstep: Class 15 contains 27404 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 32576 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 13347 members 
Mstep: Class 20 contains 353 members 
Mstep: Class 21 contains 17868 members 
Mstep: Class 22 contains 80786 members 
Mstep: Class 23 contains 143461 members 
Mstep: Class 24 contains 4552 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86194824.000000 Penalty: 55007.320312
Iteration 79Q: 26 clusters Score -8.619482e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 104618 members 
Mstep: Class 3 contains 69258 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 154 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 27698 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 11332 members 
Mstep: Class 12 contains 99899 members 
Mstep: Class 13 contains 4094 members 
Mstep: Class 14 contains 81769 members 
Mstep: Class 15 contains 27391 members 
Mstep: Class 16 contains 607 members 
Mstep: Class 17 contains 32614 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 13354 members 
Mstep: Class 20 contains 401 members 
Mstep: Class 21 contains 17887 members 
Mstep: Class 22 contains 80907 members 
Mstep: Class 23 contains 143428 members 
Mstep: Class 24 contains 4590 members 
Mstep: Class 25 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195312.000000 Penalty: 55007.320312
Iteration 80F: 26 clusters Score -8.619531e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 104386 members 
Mstep: Class 3 contains 69143 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 2846 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 4832 members 
Mstep: Class 9 contains 27732 members 
Mstep: Class 10 contains 2481 members 
Mstep: Class 11 contains 11332 members 
Mstep: Class 12 contains 100180 members 
Mstep: Class 13 contains 4078 members 
Mstep: Class 14 contains 81723 members 
Mstep: Class 15 contains 27404 members 
Mstep: Class 16 contains 609 members 
Mstep: Class 17 contains 32616 members 
Mstep: Class 18 contains 14383 members 
Mstep: Class 19 contains 13350 members 
Mstep: Class 20 contains 419 members 
Mstep: Class 21 contains 17888 members 
Mstep: Class 22 contains 81043 members 
Mstep: Class 23 contains 143401 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196400.000000 Penalty: 55007.320312
Iteration 81Q: 26 clusters Score -8.61964e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 104176 members 
Mstep: Class 3 contains 69030 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 27772 members 
Mstep: Class 10 contains 2462 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 100452 members 
Mstep: Class 13 contains 4069 members 
Mstep: Class 14 contains 81720 members 
Mstep: Class 15 contains 27419 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 32614 members 
Mstep: Class 18 contains 14399 members 
Mstep: Class 19 contains 13346 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 17891 members 
Mstep: Class 22 contains 81184 members 
Mstep: Class 23 contains 143385 members 
Mstep: Class 24 contains 4675 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196776.000000 Penalty: 55007.320312
Iteration 82Q: 26 clusters Score -8.619678e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 103951 members 
Mstep: Class 3 contains 68920 members 
Mstep: Class 4 contains 4053 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 27788 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 100729 members 
Mstep: Class 13 contains 4065 members 
Mstep: Class 14 contains 81772 members 
Mstep: Class 15 contains 27434 members 
Mstep: Class 16 contains 525 members 
Mstep: Class 17 contains 32611 members 
Mstep: Class 18 contains 14422 members 
Mstep: Class 19 contains 13344 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 17882 members 
Mstep: Class 22 contains 81283 members 
Mstep: Class 23 contains 143365 members 
Mstep: Class 24 contains 4726 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86197136.000000 Penalty: 55007.320312
Iteration 83Q: 26 clusters Score -8.619714e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 103690 members 
Mstep: Class 3 contains 68819 members 
Mstep: Class 4 contains 4059 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 27819 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 101002 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 81865 members 
Mstep: Class 15 contains 27444 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 32617 members 
Mstep: Class 18 contains 14419 members 
Mstep: Class 19 contains 13346 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 17879 members 
Mstep: Class 22 contains 81387 members 
Mstep: Class 23 contains 143359 members 
Mstep: Class 24 contains 4776 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86197336.000000 Penalty: 55007.320312
Iteration 84Q: 26 clusters Score -8.619734e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 103411 members 
Mstep: Class 3 contains 68760 members 
Mstep: Class 4 contains 4067 members 
Mstep: Class 5 contains 2854 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 4628 members 
Mstep: Class 9 contains 27857 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 101307 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 81963 members 
Mstep: Class 15 contains 27455 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14397 members 
Mstep: Class 19 contains 13348 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 17873 members 
Mstep: Class 22 contains 81467 members 
Mstep: Class 23 contains 143305 members 
Mstep: Class 24 contains 4834 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86197640.000000 Penalty: 55007.320312
Iteration 85Q: 26 clusters Score -8.619764e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 103144 members 
Mstep: Class 3 contains 68691 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 4575 members 
Mstep: Class 9 contains 27912 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 11330 members 
Mstep: Class 12 contains 101597 members 
Mstep: Class 13 contains 4041 members 
Mstep: Class 14 contains 82100 members 
Mstep: Class 15 contains 27462 members 
Mstep: Class 16 contains 463 members 
Mstep: Class 17 contains 32624 members 
Mstep: Class 18 contains 14362 members 
Mstep: Class 19 contains 13358 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 17858 members 
Mstep: Class 22 contains 81561 members 
Mstep: Class 23 contains 143236 members 
Mstep: Class 24 contains 4890 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86198008.000000 Penalty: 55007.320312
Iteration 86Q: 26 clusters Score -8.619801e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 102941 members 
Mstep: Class 3 contains 68628 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 2854 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 4529 members 
Mstep: Class 9 contains 27995 members 
Mstep: Class 10 contains 2446 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 101831 members 
Mstep: Class 13 contains 4037 members 
Mstep: Class 14 contains 82194 members 
Mstep: Class 15 contains 27472 members 
Mstep: Class 16 contains 453 members 
Mstep: Class 17 contains 32621 members 
Mstep: Class 18 contains 14359 members 
Mstep: Class 19 contains 13366 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 17860 members 
Mstep: Class 22 contains 81632 members 
Mstep: Class 23 contains 143179 members 
Mstep: Class 24 contains 4929 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86198280.000000 Penalty: 55007.320312
Iteration 87Q: 26 clusters Score -8.619828e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 102728 members 
Mstep: Class 3 contains 68578 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 28064 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 102070 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 14 contains 82312 members 
Mstep: Class 15 contains 27476 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 32620 members 
Mstep: Class 18 contains 14361 members 
Mstep: Class 19 contains 13373 members 
Mstep: Class 20 contains 422 members 
Mstep: Class 21 contains 17856 members 
Mstep: Class 22 contains 81701 members 
Mstep: Class 23 contains 143098 members 
Mstep: Class 24 contains 4978 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86198464.000000 Penalty: 55007.320312
Iteration 88Q: 26 clusters Score -8.619846e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 102510 members 
Mstep: Class 3 contains 68523 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 5 contains 2849 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 28110 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 11319 members 
Mstep: Class 12 contains 102288 members 
Mstep: Class 13 contains 4021 members 
Mstep: Class 14 contains 82470 members 
Mstep: Class 15 contains 27478 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 32605 members 
Mstep: Class 18 contains 14351 members 
Mstep: Class 19 contains 13377 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 21 contains 17858 members 
Mstep: Class 22 contains 81761 members 
Mstep: Class 23 contains 143056 members 
Mstep: Class 24 contains 5024 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86198544.000000 Penalty: 55007.320312
Iteration 89Q: 26 clusters Score -8.619854e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 102273 members 
Mstep: Class 3 contains 68453 members 
Mstep: Class 4 contains 4082 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 28149 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 11318 members 
Mstep: Class 12 contains 102472 members 
Mstep: Class 13 contains 4014 members 
Mstep: Class 14 contains 82688 members 
Mstep: Class 15 contains 27475 members 
Mstep: Class 16 contains 430 members 
Mstep: Class 17 contains 32612 members 
Mstep: Class 18 contains 14361 members 
Mstep: Class 19 contains 13371 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 17855 members 
Mstep: Class 22 contains 81833 members 
Mstep: Class 23 contains 142998 members 
Mstep: Class 24 contains 5073 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86198920.000000 Penalty: 55007.320312
Iteration 90Q: 26 clusters Score -8.619892e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 102035 members 
Mstep: Class 3 contains 68394 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 172 members 
Mstep: Class 8 contains 4274 members 
Mstep: Class 9 contains 28173 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 11322 members 
Mstep: Class 12 contains 102637 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 82912 members 
Mstep: Class 15 contains 27480 members 
Mstep: Class 16 contains 423 members 
Mstep: Class 17 contains 32612 members 
Mstep: Class 18 contains 14389 members 
Mstep: Class 19 contains 13374 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 17848 members 
Mstep: Class 22 contains 81873 members 
Mstep: Class 23 contains 142956 members 
Mstep: Class 24 contains 5114 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86199216.000000 Penalty: 55007.320312
Iteration 91Q: 26 clusters Score -8.619922e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 101824 members 
Mstep: Class 3 contains 68338 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 2849 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 28195 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 11320 members 
Mstep: Class 12 contains 102826 members 
Mstep: Class 13 contains 4000 members 
Mstep: Class 14 contains 83093 members 
Mstep: Class 15 contains 27482 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 32607 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 13365 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 17838 members 
Mstep: Class 22 contains 81900 members 
Mstep: Class 23 contains 142909 members 
Mstep: Class 24 contains 5157 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86199504.000000 Penalty: 55007.320312
Iteration 92Q: 26 clusters Score -8.61995e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 101588 members 
Mstep: Class 3 contains 68281 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 2851 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 4192 members 
Mstep: Class 9 contains 28200 members 
Mstep: Class 10 contains 2482 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 103044 members 
Mstep: Class 13 contains 3991 members 
Mstep: Class 14 contains 83271 members 
Mstep: Class 15 contains 27480 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 32609 members 
Mstep: Class 18 contains 14438 members 
Mstep: Class 19 contains 13354 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 17827 members 
Mstep: Class 22 contains 81904 members 
Mstep: Class 23 contains 142880 members 
Mstep: Class 24 contains 5200 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86199800.000000 Penalty: 55007.320312
Iteration 93Q: 26 clusters Score -8.61998e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 101375 members 
Mstep: Class 3 contains 68227 members 
Mstep: Class 4 contains 4093 members 
Mstep: Class 5 contains 2846 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 28232 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 103276 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 83438 members 
Mstep: Class 15 contains 27477 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 32604 members 
Mstep: Class 18 contains 14493 members 
Mstep: Class 19 contains 13340 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 17812 members 
Mstep: Class 22 contains 81897 members 
Mstep: Class 23 contains 142813 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86199904.000000 Penalty: 55007.320312
Iteration 94Q: 26 clusters Score -8.61999e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 101101 members 
Mstep: Class 3 contains 68186 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 4091 members 
Mstep: Class 9 contains 28250 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 11313 members 
Mstep: Class 12 contains 103506 members 
Mstep: Class 13 contains 3976 members 
Mstep: Class 14 contains 83638 members 
Mstep: Class 15 contains 27488 members 
Mstep: Class 16 contains 397 members 
Mstep: Class 17 contains 32606 members 
Mstep: Class 18 contains 14500 members 
Mstep: Class 19 contains 13345 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 17795 members 
Mstep: Class 22 contains 81911 members 
Mstep: Class 23 contains 142762 members 
Mstep: Class 24 contains 5297 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86199920.000000 Penalty: 55007.320312
Iteration 95Q: 26 clusters Score -8.619992e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 100861 members 
Mstep: Class 3 contains 68160 members 
Mstep: Class 4 contains 4099 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 28264 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 11311 members 
Mstep: Class 12 contains 103779 members 
Mstep: Class 13 contains 3970 members 
Mstep: Class 14 contains 83825 members 
Mstep: Class 15 contains 27500 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 17 contains 32594 members 
Mstep: Class 18 contains 14436 members 
Mstep: Class 19 contains 13350 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 17783 members 
Mstep: Class 22 contains 81906 members 
Mstep: Class 23 contains 142723 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200120.000000 Penalty: 55007.320312
Iteration 96Q: 26 clusters Score -8.620012e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 100575 members 
Mstep: Class 3 contains 68141 members 
Mstep: Class 4 contains 4107 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 28264 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 104025 members 
Mstep: Class 13 contains 3967 members 
Mstep: Class 14 contains 84032 members 
Mstep: Class 15 contains 27513 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 32587 members 
Mstep: Class 18 contains 14377 members 
Mstep: Class 19 contains 13353 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 17766 members 
Mstep: Class 22 contains 81913 members 
Mstep: Class 23 contains 142699 members 
Mstep: Class 24 contains 5388 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200168.000000 Penalty: 55007.320312
Iteration 97Q: 26 clusters Score -8.620017e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 100337 members 
Mstep: Class 3 contains 68100 members 
Mstep: Class 4 contains 4114 members 
Mstep: Class 5 contains 2849 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 3988 members 
Mstep: Class 9 contains 28263 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 11302 members 
Mstep: Class 12 contains 104305 members 
Mstep: Class 13 contains 3961 members 
Mstep: Class 14 contains 84227 members 
Mstep: Class 15 contains 27507 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 32577 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 13360 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 17742 members 
Mstep: Class 22 contains 81921 members 
Mstep: Class 23 contains 142685 members 
Mstep: Class 24 contains 5413 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200376.000000 Penalty: 55007.320312
Iteration 98Q: 26 clusters Score -8.620038e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 100100 members 
Mstep: Class 3 contains 68058 members 
Mstep: Class 4 contains 4119 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 28264 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 11302 members 
Mstep: Class 12 contains 104571 members 
Mstep: Class 13 contains 3956 members 
Mstep: Class 14 contains 84400 members 
Mstep: Class 15 contains 27520 members 
Mstep: Class 16 contains 380 members 
Mstep: Class 17 contains 32584 members 
Mstep: Class 18 contains 14245 members 
Mstep: Class 19 contains 13362 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 17719 members 
Mstep: Class 22 contains 81921 members 
Mstep: Class 23 contains 142672 members 
Mstep: Class 24 contains 5437 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200296.000000 Penalty: 55007.320312
Iteration 99Q: 26 clusters Score -8.62003e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 99859 members 
Mstep: Class 3 contains 68048 members 
Mstep: Class 4 contains 4126 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 28281 members 
Mstep: Class 10 contains 2578 members 
Mstep: Class 11 contains 11297 members 
Mstep: Class 12 contains 104797 members 
Mstep: Class 13 contains 3954 members 
Mstep: Class 14 contains 84617 members 
Mstep: Class 15 contains 27532 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 32572 members 
Mstep: Class 18 contains 14182 members 
Mstep: Class 19 contains 13363 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 17689 members 
Mstep: Class 22 contains 81913 members 
Mstep: Class 23 contains 142659 members 
Mstep: Class 24 contains 5459 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200512.000000 Penalty: 55007.320312
Iteration 100F: 26 clusters Score -8.620051e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 99659 members 
Mstep: Class 3 contains 68034 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 28294 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 11292 members 
Mstep: Class 12 contains 105026 members 
Mstep: Class 13 contains 3954 members 
Mstep: Class 14 contains 84790 members 
Mstep: Class 15 contains 27541 members 
Mstep: Class 16 contains 382 members 
Mstep: Class 17 contains 32571 members 
Mstep: Class 18 contains 14149 members 
Mstep: Class 19 contains 13360 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 17671 members 
Mstep: Class 22 contains 81898 members 
Mstep: Class 23 contains 142607 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200816.000000 Penalty: 55007.320312
Iteration 101Q: 26 clusters Score -8.620082e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 99421 members 
Mstep: Class 3 contains 68021 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 2854 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 28282 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 11291 members 
Mstep: Class 12 contains 105270 members 
Mstep: Class 13 contains 3953 members 
Mstep: Class 14 contains 84972 members 
Mstep: Class 15 contains 27557 members 
Mstep: Class 16 contains 342 members 
Mstep: Class 17 contains 32570 members 
Mstep: Class 18 contains 14105 members 
Mstep: Class 19 contains 13368 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 17649 members 
Mstep: Class 22 contains 81886 members 
Mstep: Class 23 contains 142564 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201232.000000 Penalty: 55007.320312
Iteration 102Q: 26 clusters Score -8.620123e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 99201 members 
Mstep: Class 3 contains 68019 members 
Mstep: Class 4 contains 4148 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 2627 members 
Mstep: Class 11 contains 11290 members 
Mstep: Class 12 contains 105490 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 85144 members 
Mstep: Class 15 contains 27564 members 
Mstep: Class 16 contains 323 members 
Mstep: Class 17 contains 32568 members 
Mstep: Class 18 contains 14071 members 
Mstep: Class 19 contains 13371 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 17630 members 
Mstep: Class 22 contains 81866 members 
Mstep: Class 23 contains 142547 members 
Mstep: Class 24 contains 5488 members 
Mstep: Class 25 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201240.000000 Penalty: 55007.320312
Iteration 103Q: 26 clusters Score -8.620124e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 99004 members 
Mstep: Class 3 contains 68015 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 2849 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 3875 members 
Mstep: Class 9 contains 28317 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 11 contains 11290 members 
Mstep: Class 12 contains 105692 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 85266 members 
Mstep: Class 15 contains 27576 members 
Mstep: Class 16 contains 317 members 
Mstep: Class 17 contains 32556 members 
Mstep: Class 18 contains 14052 members 
Mstep: Class 19 contains 13380 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 17619 members 
Mstep: Class 22 contains 81850 members 
Mstep: Class 23 contains 142554 members 
Mstep: Class 24 contains 5491 members 
Mstep: Class 25 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201272.000000 Penalty: 55007.320312
Iteration 104Q: 26 clusters Score -8.620127e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 98827 members 
Mstep: Class 3 contains 68006 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 28334 members 
Mstep: Class 10 contains 2637 members 
Mstep: Class 11 contains 11292 members 
Mstep: Class 12 contains 105864 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 85412 members 
Mstep: Class 15 contains 27582 members 
Mstep: Class 16 contains 309 members 
Mstep: Class 17 contains 32540 members 
Mstep: Class 18 contains 14052 members 
Mstep: Class 19 contains 13391 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17591 members 
Mstep: Class 22 contains 81847 members 
Mstep: Class 23 contains 142525 members 
Mstep: Class 24 contains 5499 members 
Mstep: Class 25 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201520.000000 Penalty: 55007.320312
Iteration 105Q: 26 clusters Score -8.620152e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 98673 members 
Mstep: Class 3 contains 68013 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 177 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 28358 members 
Mstep: Class 10 contains 2642 members 
Mstep: Class 11 contains 11292 members 
Mstep: Class 12 contains 106040 members 
Mstep: Class 13 contains 3934 members 
Mstep: Class 14 contains 85528 members 
Mstep: Class 15 contains 27579 members 
Mstep: Class 16 contains 305 members 
Mstep: Class 17 contains 32535 members 
Mstep: Class 18 contains 14050 members 
Mstep: Class 19 contains 13401 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17557 members 
Mstep: Class 22 contains 81843 members 
Mstep: Class 23 contains 142487 members 
Mstep: Class 24 contains 5507 members 
Mstep: Class 25 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201648.000000 Penalty: 55007.320312
Iteration 106Q: 26 clusters Score -8.620165e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 98532 members 
Mstep: Class 3 contains 68011 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 2839 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 178 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 28367 members 
Mstep: Class 10 contains 2649 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 106206 members 
Mstep: Class 13 contains 3929 members 
Mstep: Class 14 contains 85645 members 
Mstep: Class 15 contains 27576 members 
Mstep: Class 16 contains 299 members 
Mstep: Class 17 contains 32529 members 
Mstep: Class 18 contains 14052 members 
Mstep: Class 19 contains 13406 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17518 members 
Mstep: Class 22 contains 81839 members 
Mstep: Class 23 contains 142468 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201688.000000 Penalty: 55007.320312
Iteration 107Q: 26 clusters Score -8.620169e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 98402 members 
Mstep: Class 3 contains 67994 members 
Mstep: Class 4 contains 4167 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 179 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 28375 members 
Mstep: Class 10 contains 2659 members 
Mstep: Class 11 contains 11290 members 
Mstep: Class 12 contains 106372 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 85777 members 
Mstep: Class 15 contains 27576 members 
Mstep: Class 16 contains 292 members 
Mstep: Class 17 contains 32525 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 13411 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17481 members 
Mstep: Class 22 contains 81816 members 
Mstep: Class 23 contains 142449 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201736.000000 Penalty: 55007.320312
Iteration 108Q: 26 clusters Score -8.620174e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 98290 members 
Mstep: Class 3 contains 67981 members 
Mstep: Class 4 contains 4167 members 
Mstep: Class 5 contains 2834 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 28413 members 
Mstep: Class 10 contains 2668 members 
Mstep: Class 11 contains 11291 members 
Mstep: Class 12 contains 106529 members 
Mstep: Class 13 contains 3924 members 
Mstep: Class 14 contains 85894 members 
Mstep: Class 15 contains 27576 members 
Mstep: Class 16 contains 287 members 
Mstep: Class 17 contains 32524 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 13413 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17447 members 
Mstep: Class 22 contains 81796 members 
Mstep: Class 23 contains 142424 members 
Mstep: Class 24 contains 5511 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201688.000000 Penalty: 55007.320312
Iteration 109Q: 26 clusters Score -8.620169e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 98202 members 
Mstep: Class 3 contains 67955 members 
Mstep: Class 4 contains 4167 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 339 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3816 members 
Mstep: Class 9 contains 28426 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 11292 members 
Mstep: Class 12 contains 106668 members 
Mstep: Class 13 contains 3920 members 
Mstep: Class 14 contains 86029 members 
Mstep: Class 15 contains 27566 members 
Mstep: Class 16 contains 281 members 
Mstep: Class 17 contains 32519 members 
Mstep: Class 18 contains 14041 members 
Mstep: Class 19 contains 13417 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17420 members 
Mstep: Class 22 contains 81782 members 
Mstep: Class 23 contains 142404 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201832.000000 Penalty: 55007.320312
Iteration 110Q: 26 clusters Score -8.620183e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 98105 members 
Mstep: Class 3 contains 67943 members 
Mstep: Class 4 contains 4168 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 28420 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 11291 members 
Mstep: Class 12 contains 106816 members 
Mstep: Class 13 contains 3915 members 
Mstep: Class 14 contains 86187 members 
Mstep: Class 15 contains 27554 members 
Mstep: Class 16 contains 273 members 
Mstep: Class 17 contains 32506 members 
Mstep: Class 18 contains 14029 members 
Mstep: Class 19 contains 13425 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17401 members 
Mstep: Class 22 contains 81762 members 
Mstep: Class 23 contains 142369 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201904.000000 Penalty: 55007.320312
Iteration 111Q: 26 clusters Score -8.62019e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 98011 members 
Mstep: Class 3 contains 67921 members 
Mstep: Class 4 contains 4168 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 359 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3795 members 
Mstep: Class 9 contains 28422 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 106938 members 
Mstep: Class 13 contains 3910 members 
Mstep: Class 14 contains 86349 members 
Mstep: Class 15 contains 27555 members 
Mstep: Class 16 contains 268 members 
Mstep: Class 17 contains 32511 members 
Mstep: Class 18 contains 14024 members 
Mstep: Class 19 contains 13433 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17381 members 
Mstep: Class 22 contains 81745 members 
Mstep: Class 23 contains 142299 members 
Mstep: Class 24 contains 5521 members 
Mstep: Class 25 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202048.000000 Penalty: 55007.320312
Iteration 112Q: 26 clusters Score -8.620205e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 97896 members 
Mstep: Class 3 contains 67913 members 
Mstep: Class 4 contains 4171 members 
Mstep: Class 5 contains 2813 members 
Mstep: Class 6 contains 369 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3792 members 
Mstep: Class 9 contains 28409 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 11284 members 
Mstep: Class 12 contains 107066 members 
Mstep: Class 13 contains 3907 members 
Mstep: Class 14 contains 86490 members 
Mstep: Class 15 contains 27565 members 
Mstep: Class 16 contains 264 members 
Mstep: Class 17 contains 32516 members 
Mstep: Class 18 contains 14025 members 
Mstep: Class 19 contains 13441 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17366 members 
Mstep: Class 22 contains 81732 members 
Mstep: Class 23 contains 142224 members 
Mstep: Class 24 contains 5527 members 
Mstep: Class 25 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201712.000000 Penalty: 55007.320312
Iteration 113Q: 26 clusters Score -8.620171e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 97766 members 
Mstep: Class 3 contains 67916 members 
Mstep: Class 4 contains 4172 members 
Mstep: Class 5 contains 2810 members 
Mstep: Class 6 contains 378 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 28376 members 
Mstep: Class 10 contains 2736 members 
Mstep: Class 11 contains 11284 members 
Mstep: Class 12 contains 107209 members 
Mstep: Class 13 contains 3903 members 
Mstep: Class 14 contains 86632 members 
Mstep: Class 15 contains 27575 members 
Mstep: Class 16 contains 258 members 
Mstep: Class 17 contains 32512 members 
Mstep: Class 18 contains 14000 members 
Mstep: Class 19 contains 13446 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 81719 members 
Mstep: Class 23 contains 142194 members 
Mstep: Class 24 contains 5526 members 
Mstep: Class 25 contains 890 members 
Entering Unmasked Estep 
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Score: -86201768.000000 Penalty: 55007.320312
Iteration 114Q: 26 clusters Score -8.620177e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 97612 members 
Mstep: Class 3 contains 67926 members 
Mstep: Class 4 contains 4170 members 
Mstep: Class 5 contains 2812 members 
Mstep: Class 6 contains 382 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3783 members 
Mstep: Class 9 contains 28362 members 
Mstep: Class 10 contains 2763 members 
Mstep: Class 11 contains 11283 members 
Mstep: Class 12 contains 107341 members 
Mstep: Class 13 contains 3899 members 
Mstep: Class 14 contains 86790 members 
Mstep: Class 15 contains 27585 members 
Mstep: Class 16 contains 254 members 
Mstep: Class 17 contains 32511 members 
Mstep: Class 18 contains 13968 members 
Mstep: Class 19 contains 13450 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17322 members 
Mstep: Class 22 contains 81704 members 
Mstep: Class 23 contains 142172 members 
Mstep: Class 24 contains 5529 members 
Mstep: Class 25 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201904.000000 Penalty: 55007.320312
Iteration 115Q: 26 clusters Score -8.62019e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 97479 members 
Mstep: Class 3 contains 67916 members 
Mstep: Class 4 contains 4172 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 385 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3780 members 
Mstep: Class 9 contains 28360 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 11281 members 
Mstep: Class 12 contains 107466 members 
Mstep: Class 13 contains 3896 members 
Mstep: Class 14 contains 86928 members 
Mstep: Class 15 contains 27594 members 
Mstep: Class 16 contains 253 members 
Mstep: Class 17 contains 32526 members 
Mstep: Class 18 contains 13959 members 
Mstep: Class 19 contains 13448 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17298 members 
Mstep: Class 22 contains 81685 members 
Mstep: Class 23 contains 142124 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202128.000000 Penalty: 55007.320312
Iteration 116Q: 26 clusters Score -8.620213e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 97355 members 
Mstep: Class 3 contains 67917 members 
Mstep: Class 4 contains 4177 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 390 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3772 members 
Mstep: Class 9 contains 28347 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 11282 members 
Mstep: Class 12 contains 107569 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 87049 members 
Mstep: Class 15 contains 27600 members 
Mstep: Class 16 contains 252 members 
Mstep: Class 17 contains 32534 members 
Mstep: Class 18 contains 13948 members 
Mstep: Class 19 contains 13445 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 17273 members 
Mstep: Class 22 contains 81682 members 
Mstep: Class 23 contains 142099 members 
Mstep: Class 24 contains 5542 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202424.000000 Penalty: 55007.320312
Iteration 117Q: 26 clusters Score -8.620242e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 97276 members 
Mstep: Class 3 contains 67925 members 
Mstep: Class 4 contains 4179 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3767 members 
Mstep: Class 9 contains 28324 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 11281 members 
Mstep: Class 12 contains 107653 members 
Mstep: Class 13 contains 3892 members 
Mstep: Class 14 contains 87164 members 
Mstep: Class 15 contains 27606 members 
Mstep: Class 16 contains 251 members 
Mstep: Class 17 contains 32539 members 
Mstep: Class 18 contains 13916 members 
Mstep: Class 19 contains 13448 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17245 members 
Mstep: Class 22 contains 81687 members 
Mstep: Class 23 contains 142072 members 
Mstep: Class 24 contains 5545 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202216.000000 Penalty: 55007.320312
Iteration 118Q: 26 clusters Score -8.620222e+07 nChanged 977
Entering ConstructFrom: 
Score: -86202216.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (5982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Entering Unmasked Estep 
Score: -639736.437500 Penalty: 1413.182983
	Iteration 0F: 2 clusters Score -639736.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -635146.500000 Penalty: 2826.365967
	Iteration 0F: 3 clusters Score -635146.5 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -636528.687500 Penalty: 2826.365967
	Iteration 1F: 3 clusters Score -636528.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -636724.937500 Penalty: 2826.365967
	Iteration 2F: 3 clusters Score -636724.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -636866.812500 Penalty: 2826.365967
	Iteration 3F: 3 clusters Score -636866.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -636990.937500 Penalty: 2826.365967
	Iteration 4Q: 3 clusters Score -636990.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -637116.750000 Penalty: 2826.365967
	Iteration 5Q: 3 clusters Score -637116.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -637230.812500 Penalty: 2826.365967
	Iteration 6Q: 3 clusters Score -637230.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -637327.187500 Penalty: 2826.365967
	Iteration 7Q: 3 clusters Score -637327.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -637428.312500 Penalty: 2826.365967
	Iteration 8Q: 3 clusters Score -637428.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -637524.250000 Penalty: 2826.365967
	Iteration 9Q: 3 clusters Score -637524.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -637628.812500 Penalty: 2826.365967
	Iteration 10Q: 3 clusters Score -637628.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -637751.250000 Penalty: 2826.365967
	Iteration 11Q: 3 clusters Score -637751.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -637896.750000 Penalty: 2826.365967
	Iteration 12Q: 3 clusters Score -637896.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -638048.500000 Penalty: 2826.365967
	Iteration 13Q: 3 clusters Score -638048.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -638190.000000 Penalty: 2826.365967
	Iteration 14Q: 3 clusters Score -638190 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -638327.125000 Penalty: 2826.365967
	Iteration 15Q: 3 clusters Score -638327.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -638428.812500 Penalty: 2826.365967
	Iteration 16Q: 3 clusters Score -638428.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -638493.562500 Penalty: 2826.365967
	Iteration 17Q: 3 clusters Score -638493.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -638556.375000 Penalty: 2826.365967
	Iteration 18Q: 3 clusters Score -638556.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -638611.375000 Penalty: 2826.365967
	Iteration 19Q: 3 clusters Score -638611.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -638660.625000 Penalty: 2826.365967
	Iteration 20F: 3 clusters Score -638660.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -638689.000000 Penalty: 2826.365967
	Iteration 21Q: 3 clusters Score -638689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -638716.125000 Penalty: 2826.365967
	Iteration 22Q: 3 clusters Score -638716.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -638734.312500 Penalty: 2826.365967
	Iteration 23Q: 3 clusters Score -638734.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -638750.062500 Penalty: 2826.365967
	Iteration 24Q: 3 clusters Score -638750.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -638759.312500 Penalty: 2826.365967
	Iteration 25Q: 3 clusters Score -638759.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -638764.562500 Penalty: 2826.365967
	Iteration 26Q: 3 clusters Score -638764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -638767.000000 Penalty: 2826.365967
	Iteration 27Q: 3 clusters Score -638767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -638767.000000 Penalty: 2826.365967
	Iteration 28F: 3 clusters Score -638767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (97211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Entering Unmasked Estep 
Score: -11318081.000000 Penalty: 1866.253906
	Iteration 0F: 2 clusters Score -1.131808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -11255973.000000 Penalty: 3732.507812
	Iteration 0F: 3 clusters Score -1.125597e+07 nChanged 46461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -11284105.000000 Penalty: 3732.507812
	Iteration 1F: 3 clusters Score -1.12841e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -11286453.000000 Penalty: 3732.507812
	Iteration 2F: 3 clusters Score -1.128645e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -11290158.000000 Penalty: 3732.507812
	Iteration 3F: 3 clusters Score -1.129016e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -11295528.000000 Penalty: 3732.507812
	Iteration 4F: 3 clusters Score -1.129553e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -11301593.000000 Penalty: 3732.507812
	Iteration 5F: 3 clusters Score -1.130159e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78652 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -11307045.000000 Penalty: 3732.507812
	Iteration 6F: 3 clusters Score -1.130704e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -11310612.000000 Penalty: 3732.507812
	Iteration 7Q: 3 clusters Score -1.131061e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -11312347.000000 Penalty: 3732.507812
	Iteration 8Q: 3 clusters Score -1.131235e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -11313291.000000 Penalty: 3732.507812
	Iteration 9Q: 3 clusters Score -1.131329e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -11313931.000000 Penalty: 3732.507812
	Iteration 10Q: 3 clusters Score -1.131393e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -11314395.000000 Penalty: 3732.507812
	Iteration 11Q: 3 clusters Score -1.13144e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90302 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -11314820.000000 Penalty: 3732.507812
	Iteration 12Q: 3 clusters Score -1.131482e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -11315250.000000 Penalty: 3732.507812
	Iteration 13Q: 3 clusters Score -1.131525e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -11315597.000000 Penalty: 3732.507812
	Iteration 14Q: 3 clusters Score -1.13156e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -11315862.000000 Penalty: 3732.507812
	Iteration 15Q: 3 clusters Score -1.131586e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93761 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -11316112.000000 Penalty: 3732.507812
	Iteration 16Q: 3 clusters Score -1.131611e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -11316282.000000 Penalty: 3732.507812
	Iteration 17Q: 3 clusters Score -1.131628e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94697 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -11316347.000000 Penalty: 3732.507812
	Iteration 18Q: 3 clusters Score -1.131635e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -11316484.000000 Penalty: 3732.507812
	Iteration 19Q: 3 clusters Score -1.131648e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -11316584.000000 Penalty: 3732.507812
	Iteration 20F: 3 clusters Score -1.131658e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -11316635.000000 Penalty: 3732.507812
	Iteration 21Q: 3 clusters Score -1.131664e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -11316703.000000 Penalty: 3732.507812
	Iteration 22Q: 3 clusters Score -1.13167e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11316698.000000 Penalty: 3732.507812
	Iteration 23Q: 3 clusters Score -1.13167e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95965 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11316704.000000 Penalty: 3732.507812
	Iteration 24Q: 3 clusters Score -1.13167e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -11316714.000000 Penalty: 3732.507812
	Iteration 25Q: 3 clusters Score -1.131671e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -11316737.000000 Penalty: 3732.507812
	Iteration 26Q: 3 clusters Score -1.131674e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -11316759.000000 Penalty: 3732.507812
	Iteration 27Q: 3 clusters Score -1.131676e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11316762.000000 Penalty: 3732.507812
	Iteration 28Q: 3 clusters Score -1.131676e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96224 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11316771.000000 Penalty: 3732.507812
	Iteration 29Q: 3 clusters Score -1.131677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96246 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -11316767.000000 Penalty: 3732.507812
	Iteration 30Q: 3 clusters Score -1.131677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -11316760.000000 Penalty: 3732.507812
	Iteration 31Q: 3 clusters Score -1.131676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11316755.000000 Penalty: 3732.507812
	Iteration 32Q: 3 clusters Score -1.131676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96292 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11316751.000000 Penalty: 3732.507812
	Iteration 33Q: 3 clusters Score -1.131675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11316758.000000 Penalty: 3732.507812
	Iteration 34Q: 3 clusters Score -1.131676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96334 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11316763.000000 Penalty: 3732.507812
	Iteration 35Q: 3 clusters Score -1.131676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96343 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11316750.000000 Penalty: 3732.507812
	Iteration 36Q: 3 clusters Score -1.131675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96348 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11316743.000000 Penalty: 3732.507812
	Iteration 37Q: 3 clusters Score -1.131674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96355 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11316746.000000 Penalty: 3732.507812
	Iteration 38Q: 3 clusters Score -1.131675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11316745.000000 Penalty: 3732.507812
	Iteration 39Q: 3 clusters Score -1.131674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96360 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11316747.000000 Penalty: 3732.507812
	Iteration 40F: 3 clusters Score -1.131675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11316740.000000 Penalty: 3732.507812
	Iteration 41Q: 3 clusters Score -1.131674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11316749.000000 Penalty: 3732.507812
	Iteration 42Q: 3 clusters Score -1.131675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11316744.000000 Penalty: 3732.507812
	Iteration 43Q: 3 clusters Score -1.131674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11316749.000000 Penalty: 3732.507812
	Iteration 44Q: 3 clusters Score -1.131675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96377 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11316750.000000 Penalty: 3732.507812
	Iteration 45Q: 3 clusters Score -1.131675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11316749.000000 Penalty: 3732.507812
	Iteration 46Q: 3 clusters Score -1.131675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96387 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11316759.000000 Penalty: 3732.507812
	Iteration 47Q: 3 clusters Score -1.131676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96388 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11316753.000000 Penalty: 3732.507812
	Iteration 48Q: 3 clusters Score -1.131675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11316758.000000 Penalty: 3732.507812
	Iteration 49Q: 3 clusters Score -1.131676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11316761.000000 Penalty: 3732.507812
	Iteration 50Q: 3 clusters Score -1.131676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11316764.000000 Penalty: 3732.507812
	Iteration 51Q: 3 clusters Score -1.131676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11316760.000000 Penalty: 3732.507812
	Iteration 52Q: 3 clusters Score -1.131676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -11316766.000000 Penalty: 3732.507812
	Iteration 53Q: 3 clusters Score -1.131677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -11316777.000000 Penalty: 3732.507812
	Iteration 54Q: 3 clusters Score -1.131678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11316772.000000 Penalty: 3732.507812
	Iteration 55Q: 3 clusters Score -1.131677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11316789.000000 Penalty: 3732.507812
	Iteration 56Q: 3 clusters Score -1.131679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11316782.000000 Penalty: 3732.507812
	Iteration 57Q: 3 clusters Score -1.131678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11316775.000000 Penalty: 3732.507812
	Iteration 58Q: 3 clusters Score -1.131678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -11316771.000000 Penalty: 3732.507812
	Iteration 59Q: 3 clusters Score -1.131677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11316763.000000 Penalty: 3732.507812
	Iteration 60F: 3 clusters Score -1.131676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11316762.000000 Penalty: 3732.507812
	Iteration 61Q: 3 clusters Score -1.131676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -11316772.000000 Penalty: 3732.507812
	Iteration 62Q: 3 clusters Score -1.131677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -11316770.000000 Penalty: 3732.507812
	Iteration 63Q: 3 clusters Score -1.131677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11316775.000000 Penalty: 3732.507812
	Iteration 64Q: 3 clusters Score -1.131678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -11316784.000000 Penalty: 3732.507812
	Iteration 65Q: 3 clusters Score -1.131678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11316785.000000 Penalty: 3732.507812
	Iteration 66Q: 3 clusters Score -1.131678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11316785.000000 Penalty: 3732.507812
	Iteration 67F: 3 clusters Score -1.131678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Entering Unmasked Estep 
Score: -7906981.500000 Penalty: 1807.998413
	Iteration 0F: 2 clusters Score -7906982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -7862012.000000 Penalty: 3615.996826
	Iteration 0F: 3 clusters Score -7862012 nChanged 32122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -7880124.500000 Penalty: 3615.996826
	Iteration 1F: 3 clusters Score -7880124 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -7880681.000000 Penalty: 3615.996826
	Iteration 2Q: 3 clusters Score -7880681 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -7881335.000000 Penalty: 3615.996826
	Iteration 3Q: 3 clusters Score -7881335 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -7881987.000000 Penalty: 3615.996826
	Iteration 4Q: 3 clusters Score -7881987 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -7882783.500000 Penalty: 3615.996826
	Iteration 5Q: 3 clusters Score -7882784 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -7883675.000000 Penalty: 3615.996826
	Iteration 6Q: 3 clusters Score -7883675 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -7884674.500000 Penalty: 3615.996826
	Iteration 7Q: 3 clusters Score -7884674 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -7886017.000000 Penalty: 3615.996826
	Iteration 8Q: 3 clusters Score -7886017 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -7887826.000000 Penalty: 3615.996826
	Iteration 9Q: 3 clusters Score -7887826 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -7890125.000000 Penalty: 3615.996826
	Iteration 10F: 3 clusters Score -7890125 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -7892659.000000 Penalty: 3615.996826
	Iteration 11F: 3 clusters Score -7892659 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -7894801.000000 Penalty: 3615.996826
	Iteration 12F: 3 clusters Score -7894801 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -7896006.000000 Penalty: 3615.996826
	Iteration 13Q: 3 clusters Score -7896006 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -7896588.000000 Penalty: 3615.996826
	Iteration 14Q: 3 clusters Score -7896588 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -7897015.500000 Penalty: 3615.996826
	Iteration 15Q: 3 clusters Score -7897016 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -7897335.000000 Penalty: 3615.996826
	Iteration 16Q: 3 clusters Score -7897335 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -7897713.000000 Penalty: 3615.996826
	Iteration 17Q: 3 clusters Score -7897713 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -7898131.500000 Penalty: 3615.996826
	Iteration 18Q: 3 clusters Score -7898132 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -7898547.000000 Penalty: 3615.996826
	Iteration 19Q: 3 clusters Score -7898547 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -7898977.500000 Penalty: 3615.996826
	Iteration 20F: 3 clusters Score -7898978 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -7899460.500000 Penalty: 3615.996826
	Iteration 21Q: 3 clusters Score -7899460 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -7899867.500000 Penalty: 3615.996826
	Iteration 22Q: 3 clusters Score -7899868 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -7900290.000000 Penalty: 3615.996826
	Iteration 23Q: 3 clusters Score -7900290 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -7900743.500000 Penalty: 3615.996826
	Iteration 24Q: 3 clusters Score -7900744 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -7901280.500000 Penalty: 3615.996826
	Iteration 25Q: 3 clusters Score -7901280 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -7901709.500000 Penalty: 3615.996826
	Iteration 26Q: 3 clusters Score -7901710 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -7902110.000000 Penalty: 3615.996826
	Iteration 27Q: 3 clusters Score -7902110 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -7902435.500000 Penalty: 3615.996826
	Iteration 28Q: 3 clusters Score -7902436 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -7902716.500000 Penalty: 3615.996826
	Iteration 29Q: 3 clusters Score -7902716 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -7902964.500000 Penalty: 3615.996826
	Iteration 30Q: 3 clusters Score -7902964 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -7903225.500000 Penalty: 3615.996826
	Iteration 31Q: 3 clusters Score -7903226 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7903400.500000 Penalty: 3615.996826
	Iteration 32Q: 3 clusters Score -7903400 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -7903644.000000 Penalty: 3615.996826
	Iteration 33Q: 3 clusters Score -7903644 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -7903819.000000 Penalty: 3615.996826
	Iteration 34Q: 3 clusters Score -7903819 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -7904049.000000 Penalty: 3615.996826
	Iteration 35Q: 3 clusters Score -7904049 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -7904279.000000 Penalty: 3615.996826
	Iteration 36Q: 3 clusters Score -7904279 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -7904426.000000 Penalty: 3615.996826
	Iteration 37Q: 3 clusters Score -7904426 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -7904593.500000 Penalty: 3615.996826
	Iteration 38Q: 3 clusters Score -7904594 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -7904788.000000 Penalty: 3615.996826
	Iteration 39Q: 3 clusters Score -7904788 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
Score: -7904904.500000 Penalty: 3615.996826
	Iteration 40F: 3 clusters Score -7904904 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -7905013.000000 Penalty: 3615.996826
	Iteration 41Q: 3 clusters Score -7905013 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -7905124.000000 Penalty: 3615.996826
	Iteration 42Q: 3 clusters Score -7905124 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -7905223.000000 Penalty: 3615.996826
	Iteration 43Q: 3 clusters Score -7905223 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -7905322.500000 Penalty: 3615.996826
	Iteration 44Q: 3 clusters Score -7905322 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -7905397.500000 Penalty: 3615.996826
	Iteration 45Q: 3 clusters Score -7905398 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -7905512.000000 Penalty: 3615.996826
	Iteration 46Q: 3 clusters Score -7905512 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -7905549.500000 Penalty: 3615.996826
	Iteration 47Q: 3 clusters Score -7905550 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -7905632.000000 Penalty: 3615.996826
	Iteration 48Q: 3 clusters Score -7905632 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -7905730.000000 Penalty: 3615.996826
	Iteration 49Q: 3 clusters Score -7905730 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -7905818.000000 Penalty: 3615.996826
	Iteration 50Q: 3 clusters Score -7905818 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -7905897.000000 Penalty: 3615.996826
	Iteration 51Q: 3 clusters Score -7905897 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -7905935.000000 Penalty: 3615.996826
	Iteration 52Q: 3 clusters Score -7905935 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -7905964.500000 Penalty: 3615.996826
	Iteration 53Q: 3 clusters Score -7905964 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -7905981.000000 Penalty: 3615.996826
	Iteration 54Q: 3 clusters Score -7905981 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -7906030.000000 Penalty: 3615.996826
	Iteration 55Q: 3 clusters Score -7906030 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -7906047.000000 Penalty: 3615.996826
	Iteration 56Q: 3 clusters Score -7906047 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -7906081.000000 Penalty: 3615.996826
	Iteration 57Q: 3 clusters Score -7906081 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -7906106.000000 Penalty: 3615.996826
	Iteration 58Q: 3 clusters Score -7906106 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -7906101.500000 Penalty: 3615.996826
	Iteration 59Q: 3 clusters Score -7906102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -7906140.500000 Penalty: 3615.996826
	Iteration 60F: 3 clusters Score -7906140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -7906155.500000 Penalty: 3615.996826
	Iteration 61Q: 3 clusters Score -7906156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -7906174.500000 Penalty: 3615.996826
	Iteration 62Q: 3 clusters Score -7906174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -7906194.500000 Penalty: 3615.996826
	Iteration 63Q: 3 clusters Score -7906194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -7906194.500000 Penalty: 3615.996826
	Iteration 64Q: 3 clusters Score -7906194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -7906202.500000 Penalty: 3615.996826
	Iteration 65Q: 3 clusters Score -7906202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -7906206.500000 Penalty: 3615.996826
	Iteration 66Q: 3 clusters Score -7906206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 65757 members 
Entering Unmasked Estep 
Score: -7906201.000000 Penalty: 3615.996826
	Iteration 67Q: 3 clusters Score -7906201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -7906201.500000 Penalty: 3615.996826
	Iteration 68Q: 3 clusters Score -7906202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -7906201.500000 Penalty: 3615.996826
	Iteration 69Q: 3 clusters Score -7906202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -7906210.500000 Penalty: 3615.996826
	Iteration 70Q: 3 clusters Score -7906210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -7906212.000000 Penalty: 3615.996826
	Iteration 71Q: 3 clusters Score -7906212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -7906208.000000 Penalty: 3615.996826
	Iteration 72Q: 3 clusters Score -7906208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -7906200.500000 Penalty: 3615.996826
	Iteration 73Q: 3 clusters Score -7906200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -7906205.500000 Penalty: 3615.996826
	Iteration 74Q: 3 clusters Score -7906206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -7906198.000000 Penalty: 3615.996826
	Iteration 75Q: 3 clusters Score -7906198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -7906204.500000 Penalty: 3615.996826
	Iteration 76Q: 3 clusters Score -7906204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -7906206.000000 Penalty: 3615.996826
	Iteration 77Q: 3 clusters Score -7906206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -7906203.500000 Penalty: 3615.996826
	Iteration 78Q: 3 clusters Score -7906204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -7906198.500000 Penalty: 3615.996826
	Iteration 79Q: 3 clusters Score -7906198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -7906197.500000 Penalty: 3615.996826
	Iteration 80F: 3 clusters Score -7906198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -7906196.500000 Penalty: 3615.996826
	Iteration 81Q: 3 clusters Score -7906196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -7906197.500000 Penalty: 3615.996826
	Iteration 82Q: 3 clusters Score -7906198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -7906195.000000 Penalty: 3615.996826
	Iteration 83Q: 3 clusters Score -7906195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -7906195.000000 Penalty: 3615.996826
	Iteration 84F: 3 clusters Score -7906195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Entering Unmasked Estep 
Score: -480253.687500 Penalty: 1355.013550
	Iteration 0F: 2 clusters Score -480253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -476779.281250 Penalty: 2710.027100
	Iteration 0F: 3 clusters Score -476779.3 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -477689.187500 Penalty: 2710.027100
	Iteration 1F: 3 clusters Score -477689.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -477867.156250 Penalty: 2710.027100
	Iteration 2F: 3 clusters Score -477867.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -477995.312500 Penalty: 2710.027100
	Iteration 3F: 3 clusters Score -477995.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -478069.750000 Penalty: 2710.027100
	Iteration 4Q: 3 clusters Score -478069.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -478123.218750 Penalty: 2710.027100
	Iteration 5Q: 3 clusters Score -478123.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -478169.562500 Penalty: 2710.027100
	Iteration 6Q: 3 clusters Score -478169.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -478209.593750 Penalty: 2710.027100
	Iteration 7Q: 3 clusters Score -478209.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -478235.250000 Penalty: 2710.027100
	Iteration 8Q: 3 clusters Score -478235.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -478261.937500 Penalty: 2710.027100
	Iteration 9Q: 3 clusters Score -478261.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -478288.718750 Penalty: 2710.027100
	Iteration 10Q: 3 clusters Score -478288.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -478315.843750 Penalty: 2710.027100
	Iteration 11Q: 3 clusters Score -478315.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -478337.406250 Penalty: 2710.027100
	Iteration 12Q: 3 clusters Score -478337.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -478355.875000 Penalty: 2710.027100
	Iteration 13Q: 3 clusters Score -478355.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -478376.937500 Penalty: 2710.027100
	Iteration 14Q: 3 clusters Score -478376.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -478391.500000 Penalty: 2710.027100
	Iteration 15Q: 3 clusters Score -478391.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -478410.156250 Penalty: 2710.027100
	Iteration 16Q: 3 clusters Score -478410.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -478432.843750 Penalty: 2710.027100
	Iteration 17Q: 3 clusters Score -478432.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -478456.062500 Penalty: 2710.027100
	Iteration 18Q: 3 clusters Score -478456.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -478478.093750 Penalty: 2710.027100
	Iteration 19Q: 3 clusters Score -478478.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -478501.250000 Penalty: 2710.027100
	Iteration 20F: 3 clusters Score -478501.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -478524.062500 Penalty: 2710.027100
	Iteration 21Q: 3 clusters Score -478524.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -478543.531250 Penalty: 2710.027100
	Iteration 22Q: 3 clusters Score -478543.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -478566.468750 Penalty: 2710.027100
	Iteration 23Q: 3 clusters Score -478566.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -478591.156250 Penalty: 2710.027100
	Iteration 24Q: 3 clusters Score -478591.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -478610.843750 Penalty: 2710.027100
	Iteration 25Q: 3 clusters Score -478610.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -478635.968750 Penalty: 2710.027100
	Iteration 26Q: 3 clusters Score -478636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -478659.406250 Penalty: 2710.027100
	Iteration 27Q: 3 clusters Score -478659.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -478685.906250 Penalty: 2710.027100
	Iteration 28Q: 3 clusters Score -478685.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -478706.218750 Penalty: 2710.027100
	Iteration 29Q: 3 clusters Score -478706.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -478726.156250 Penalty: 2710.027100
	Iteration 30Q: 3 clusters Score -478726.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -478742.250000 Penalty: 2710.027100
	Iteration 31Q: 3 clusters Score -478742.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -478758.156250 Penalty: 2710.027100
	Iteration 32Q: 3 clusters Score -478758.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -478776.906250 Penalty: 2710.027100
	Iteration 33Q: 3 clusters Score -478776.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -478794.687500 Penalty: 2710.027100
	Iteration 34Q: 3 clusters Score -478794.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -478808.937500 Penalty: 2710.027100
	Iteration 35Q: 3 clusters Score -478808.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -478825.250000 Penalty: 2710.027100
	Iteration 36Q: 3 clusters Score -478825.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -478844.531250 Penalty: 2710.027100
	Iteration 37Q: 3 clusters Score -478844.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -478862.250000 Penalty: 2710.027100
	Iteration 38Q: 3 clusters Score -478862.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -478881.531250 Penalty: 2710.027100
	Iteration 39Q: 3 clusters Score -478881.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -478896.687500 Penalty: 2710.027100
	Iteration 40F: 3 clusters Score -478896.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -478908.562500 Penalty: 2710.027100
	Iteration 41Q: 3 clusters Score -478908.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -478920.937500 Penalty: 2710.027100
	Iteration 42Q: 3 clusters Score -478920.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -478933.562500 Penalty: 2710.027100
	Iteration 43Q: 3 clusters Score -478933.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -478940.031250 Penalty: 2710.027100
	Iteration 44Q: 3 clusters Score -478940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -478946.406250 Penalty: 2710.027100
	Iteration 45Q: 3 clusters Score -478946.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -478956.718750 Penalty: 2710.027100
	Iteration 46Q: 3 clusters Score -478956.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -478960.906250 Penalty: 2710.027100
	Iteration 47Q: 3 clusters Score -478960.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -478964.281250 Penalty: 2710.027100
	Iteration 48Q: 3 clusters Score -478964.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -478966.906250 Penalty: 2710.027100
	Iteration 49Q: 3 clusters Score -478966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -478969.937500 Penalty: 2710.027100
	Iteration 50Q: 3 clusters Score -478969.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -478972.218750 Penalty: 2710.027100
	Iteration 51Q: 3 clusters Score -478972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -478976.156250 Penalty: 2710.027100
	Iteration 52Q: 3 clusters Score -478976.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -478980.937500 Penalty: 2710.027100
	Iteration 53Q: 3 clusters Score -478980.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -478986.406250 Penalty: 2710.027100
	Iteration 54Q: 3 clusters Score -478986.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -478989.468750 Penalty: 2710.027100
	Iteration 55Q: 3 clusters Score -478989.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -478994.125000 Penalty: 2710.027100
	Iteration 56Q: 3 clusters Score -478994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -478996.062500 Penalty: 2710.027100
	Iteration 57Q: 3 clusters Score -478996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -478996.937500 Penalty: 2710.027100
	Iteration 58Q: 3 clusters Score -478996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -478997.781250 Penalty: 2710.027100
	Iteration 59Q: 3 clusters Score -478997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -478997.968750 Penalty: 2710.027100
	Iteration 60F: 3 clusters Score -478998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -478999.062500 Penalty: 2710.027100
	Iteration 61Q: 3 clusters Score -478999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -479000.312500 Penalty: 2710.027100
	Iteration 62Q: 3 clusters Score -479000.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -479001.031250 Penalty: 2710.027100
	Iteration 63Q: 3 clusters Score -479001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -479002.156250 Penalty: 2710.027100
	Iteration 64Q: 3 clusters Score -479002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -479004.750000 Penalty: 2710.027100
	Iteration 65Q: 3 clusters Score -479004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -479007.718750 Penalty: 2710.027100
	Iteration 66Q: 3 clusters Score -479007.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -479009.250000 Penalty: 2710.027100
	Iteration 67Q: 3 clusters Score -479009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -479009.625000 Penalty: 2710.027100
	Iteration 68Q: 3 clusters Score -479009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -479009.625000 Penalty: 2710.027100
	Iteration 69F: 3 clusters Score -479009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -312520.687500 Penalty: 1291.152710
	Iteration 0F: 2 clusters Score -312520.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -309894.312500 Penalty: 2582.305420
	Iteration 0F: 3 clusters Score -309894.3 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -310514.406250 Penalty: 2582.305420
	Iteration 1F: 3 clusters Score -310514.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -310677.812500 Penalty: 2582.305420
	Iteration 2F: 3 clusters Score -310677.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -310794.718750 Penalty: 2582.305420
	Iteration 3F: 3 clusters Score -310794.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -310856.031250 Penalty: 2582.305420
	Iteration 4Q: 3 clusters Score -310856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -310905.031250 Penalty: 2582.305420
	Iteration 5Q: 3 clusters Score -310905 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -310947.718750 Penalty: 2582.305420
	Iteration 6Q: 3 clusters Score -310947.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -310971.437500 Penalty: 2582.305420
	Iteration 7Q: 3 clusters Score -310971.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -310988.875000 Penalty: 2582.305420
	Iteration 8Q: 3 clusters Score -310988.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -311004.781250 Penalty: 2582.305420
	Iteration 9Q: 3 clusters Score -311004.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -311021.750000 Penalty: 2582.305420
	Iteration 10Q: 3 clusters Score -311021.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -311038.781250 Penalty: 2582.305420
	Iteration 11Q: 3 clusters Score -311038.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -311052.156250 Penalty: 2582.305420
	Iteration 12Q: 3 clusters Score -311052.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -311066.906250 Penalty: 2582.305420
	Iteration 13Q: 3 clusters Score -311066.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -311080.218750 Penalty: 2582.305420
	Iteration 14Q: 3 clusters Score -311080.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -311097.375000 Penalty: 2582.305420
	Iteration 15Q: 3 clusters Score -311097.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -311106.687500 Penalty: 2582.305420
	Iteration 16Q: 3 clusters Score -311106.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -311120.500000 Penalty: 2582.305420
	Iteration 17Q: 3 clusters Score -311120.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -311136.031250 Penalty: 2582.305420
	Iteration 18Q: 3 clusters Score -311136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -311153.812500 Penalty: 2582.305420
	Iteration 19Q: 3 clusters Score -311153.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -311179.218750 Penalty: 2582.305420
	Iteration 20F: 3 clusters Score -311179.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -311200.281250 Penalty: 2582.305420
	Iteration 21Q: 3 clusters Score -311200.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -311221.375000 Penalty: 2582.305420
	Iteration 22Q: 3 clusters Score -311221.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -311256.906250 Penalty: 2582.305420
	Iteration 23Q: 3 clusters Score -311256.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -311297.312500 Penalty: 2582.305420
	Iteration 24Q: 3 clusters Score -311297.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -311341.656250 Penalty: 2582.305420
	Iteration 25Q: 3 clusters Score -311341.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -311378.843750 Penalty: 2582.305420
	Iteration 26Q: 3 clusters Score -311378.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -311416.031250 Penalty: 2582.305420
	Iteration 27Q: 3 clusters Score -311416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -311444.750000 Penalty: 2582.305420
	Iteration 28Q: 3 clusters Score -311444.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -311474.437500 Penalty: 2582.305420
	Iteration 29Q: 3 clusters Score -311474.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -311500.375000 Penalty: 2582.305420
	Iteration 30Q: 3 clusters Score -311500.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -311537.437500 Penalty: 2582.305420
	Iteration 31Q: 3 clusters Score -311537.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -311572.437500 Penalty: 2582.305420
	Iteration 32Q: 3 clusters Score -311572.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -311587.656250 Penalty: 2582.305420
	Iteration 33Q: 3 clusters Score -311587.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -311600.218750 Penalty: 2582.305420
	Iteration 34Q: 3 clusters Score -311600.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -311605.906250 Penalty: 2582.305420
	Iteration 35Q: 3 clusters Score -311605.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -311609.250000 Penalty: 2582.305420
	Iteration 36Q: 3 clusters Score -311609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -311612.593750 Penalty: 2582.305420
	Iteration 37Q: 3 clusters Score -311612.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -311615.656250 Penalty: 2582.305420
	Iteration 38Q: 3 clusters Score -311615.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -311616.812500 Penalty: 2582.305420
	Iteration 39Q: 3 clusters Score -311616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -311617.593750 Penalty: 2582.305420
	Iteration 40F: 3 clusters Score -311617.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -38986.671875 Penalty: 970.744080
	Iteration 0F: 2 clusters Score -38986.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38082.105469 Penalty: 1941.488159
	Iteration 0F: 3 clusters Score -38082.11 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38280.699219 Penalty: 1941.488159
	Iteration 1F: 3 clusters Score -38280.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38364.039062 Penalty: 1941.488159
	Iteration 2F: 3 clusters Score -38364.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -38412.386719 Penalty: 1941.488159
	Iteration 3F: 3 clusters Score -38412.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -38424.839844 Penalty: 1941.488159
	Iteration 4Q: 3 clusters Score -38424.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -38439.855469 Penalty: 1941.488159
	Iteration 5Q: 3 clusters Score -38439.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -38440.980469 Penalty: 1941.488159
	Iteration 6Q: 3 clusters Score -38440.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -38440.980469 Penalty: 1941.488159
	Iteration 7F: 3 clusters Score -38440.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -13178.295898 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -13178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12664.502930 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -12664.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12936.805664 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -12936.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13054.931641 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -13054.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13145.897461 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -13145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13183.977539 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -13183.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13232.786133 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -13232.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13238.353516 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -13238.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13238.353516 Penalty: 1689.511475
	Iteration 7F: 3 clusters Score -13238.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 97211 members 
Mstep: Class 3 contains 67924 members 
Mstep: Class 4 contains 4182 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 117 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 28315 members 
Mstep: Class 10 contains 2851 members 
Mstep: Class 11 contains 11282 members 
Mstep: Class 12 contains 107703 members 
Mstep: Class 13 contains 3890 members 
Mstep: Class 14 contains 87300 members 
Mstep: Class 15 contains 27615 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 32537 members 
Mstep: Class 18 contains 13895 members 
Mstep: Class 19 contains 13459 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17223 members 
Mstep: Class 22 contains 81690 members 
Mstep: Class 23 contains 142031 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 892 members 
Mstep: Class 26 contains 64 members 
Entering Unmasked Estep 
Score: -86201024.000000 Penalty: 57207.613281
Splitting cluster 7 changes total score from -86202216.000000 to -86201024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Entering Unmasked Estep 
Score: -433074.906250 Penalty: 1337.814697
	Iteration 0F: 2 clusters Score -433074.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -429863.593750 Penalty: 2675.629395
	Iteration 0F: 3 clusters Score -429863.6 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -430655.187500 Penalty: 2675.629395
	Iteration 1F: 3 clusters Score -430655.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -430807.906250 Penalty: 2675.629395
	Iteration 2F: 3 clusters Score -430807.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -430914.906250 Penalty: 2675.629395
	Iteration 3F: 3 clusters Score -430914.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -430987.312500 Penalty: 2675.629395
	Iteration 4Q: 3 clusters Score -430987.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -431039.093750 Penalty: 2675.629395
	Iteration 5Q: 3 clusters Score -431039.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -431075.937500 Penalty: 2675.629395
	Iteration 6Q: 3 clusters Score -431075.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -431104.750000 Penalty: 2675.629395
	Iteration 7Q: 3 clusters Score -431104.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -431136.281250 Penalty: 2675.629395
	Iteration 8Q: 3 clusters Score -431136.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -431167.562500 Penalty: 2675.629395
	Iteration 9Q: 3 clusters Score -431167.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -431195.062500 Penalty: 2675.629395
	Iteration 10Q: 3 clusters Score -431195.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -431220.125000 Penalty: 2675.629395
	Iteration 11Q: 3 clusters Score -431220.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -431243.343750 Penalty: 2675.629395
	Iteration 12Q: 3 clusters Score -431243.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -431277.000000 Penalty: 2675.629395
	Iteration 13Q: 3 clusters Score -431277 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -431318.000000 Penalty: 2675.629395
	Iteration 14Q: 3 clusters Score -431318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -431355.750000 Penalty: 2675.629395
	Iteration 15Q: 3 clusters Score -431355.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -431397.062500 Penalty: 2675.629395
	Iteration 16Q: 3 clusters Score -431397.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -431437.500000 Penalty: 2675.629395
	Iteration 17Q: 3 clusters Score -431437.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -431479.625000 Penalty: 2675.629395
	Iteration 18Q: 3 clusters Score -431479.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -431525.812500 Penalty: 2675.629395
	Iteration 19Q: 3 clusters Score -431525.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -431567.718750 Penalty: 2675.629395
	Iteration 20F: 3 clusters Score -431567.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -431603.718750 Penalty: 2675.629395
	Iteration 21Q: 3 clusters Score -431603.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -431645.875000 Penalty: 2675.629395
	Iteration 22Q: 3 clusters Score -431645.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -431681.437500 Penalty: 2675.629395
	Iteration 23Q: 3 clusters Score -431681.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -431718.500000 Penalty: 2675.629395
	Iteration 24Q: 3 clusters Score -431718.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -431749.093750 Penalty: 2675.629395
	Iteration 25Q: 3 clusters Score -431749.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -431777.125000 Penalty: 2675.629395
	Iteration 26Q: 3 clusters Score -431777.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -431805.250000 Penalty: 2675.629395
	Iteration 27Q: 3 clusters Score -431805.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -431825.718750 Penalty: 2675.629395
	Iteration 28Q: 3 clusters Score -431825.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -431844.218750 Penalty: 2675.629395
	Iteration 29Q: 3 clusters Score -431844.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -431861.187500 Penalty: 2675.629395
	Iteration 30Q: 3 clusters Score -431861.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -431881.250000 Penalty: 2675.629395
	Iteration 31Q: 3 clusters Score -431881.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -431888.812500 Penalty: 2675.629395
	Iteration 32Q: 3 clusters Score -431888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -431893.812500 Penalty: 2675.629395
	Iteration 33Q: 3 clusters Score -431893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -431897.531250 Penalty: 2675.629395
	Iteration 34Q: 3 clusters Score -431897.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -431901.593750 Penalty: 2675.629395
	Iteration 35Q: 3 clusters Score -431901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -431906.718750 Penalty: 2675.629395
	Iteration 36Q: 3 clusters Score -431906.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -431912.093750 Penalty: 2675.629395
	Iteration 37Q: 3 clusters Score -431912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -431915.437500 Penalty: 2675.629395
	Iteration 38Q: 3 clusters Score -431915.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -431923.656250 Penalty: 2675.629395
	Iteration 39Q: 3 clusters Score -431923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -431928.625000 Penalty: 2675.629395
	Iteration 40F: 3 clusters Score -431928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -431932.312500 Penalty: 2675.629395
	Iteration 41Q: 3 clusters Score -431932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -431936.031250 Penalty: 2675.629395
	Iteration 42Q: 3 clusters Score -431936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -431939.625000 Penalty: 2675.629395
	Iteration 43Q: 3 clusters Score -431939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -431945.906250 Penalty: 2675.629395
	Iteration 44Q: 3 clusters Score -431945.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -431953.531250 Penalty: 2675.629395
	Iteration 45Q: 3 clusters Score -431953.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -431956.750000 Penalty: 2675.629395
	Iteration 46Q: 3 clusters Score -431956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -431956.906250 Penalty: 2675.629395
	Iteration 47Q: 3 clusters Score -431956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -431956.906250 Penalty: 2675.629395
	Iteration 48F: 3 clusters Score -431956.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Entering Unmasked Estep 
Score: -3180907.500000 Penalty: 1665.811401
	Iteration 0F: 2 clusters Score -3180908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3161816.500000 Penalty: 3331.622803
	Iteration 0F: 3 clusters Score -3161816 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3169062.000000 Penalty: 3331.622803
	Iteration 1F: 3 clusters Score -3169062 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3169486.250000 Penalty: 3331.622803
	Iteration 2Q: 3 clusters Score -3169486 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3169942.500000 Penalty: 3331.622803
	Iteration 3Q: 3 clusters Score -3169942 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3170491.500000 Penalty: 3331.622803
	Iteration 4Q: 3 clusters Score -3170492 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3171338.250000 Penalty: 3331.622803
	Iteration 5F: 3 clusters Score -3171338 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3172556.500000 Penalty: 3331.622803
	Iteration 6F: 3 clusters Score -3172556 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3174222.000000 Penalty: 3331.622803
	Iteration 7F: 3 clusters Score -3174222 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3175992.500000 Penalty: 3331.622803
	Iteration 8F: 3 clusters Score -3175992 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3177512.250000 Penalty: 3331.622803
	Iteration 9F: 3 clusters Score -3177512 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3178388.750000 Penalty: 3331.622803
	Iteration 10Q: 3 clusters Score -3178389 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3178859.250000 Penalty: 3331.622803
	Iteration 11Q: 3 clusters Score -3178859 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3179089.250000 Penalty: 3331.622803
	Iteration 12Q: 3 clusters Score -3179089 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3179216.750000 Penalty: 3331.622803
	Iteration 13Q: 3 clusters Score -3179217 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3179285.250000 Penalty: 3331.622803
	Iteration 14Q: 3 clusters Score -3179285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3179324.500000 Penalty: 3331.622803
	Iteration 15Q: 3 clusters Score -3179324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -3179357.500000 Penalty: 3331.622803
	Iteration 16Q: 3 clusters Score -3179358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3179380.250000 Penalty: 3331.622803
	Iteration 17Q: 3 clusters Score -3179380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3179402.250000 Penalty: 3331.622803
	Iteration 18Q: 3 clusters Score -3179402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3179412.750000 Penalty: 3331.622803
	Iteration 19Q: 3 clusters Score -3179413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3179421.250000 Penalty: 3331.622803
	Iteration 20F: 3 clusters Score -3179421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3179429.000000 Penalty: 3331.622803
	Iteration 21Q: 3 clusters Score -3179429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3179433.000000 Penalty: 3331.622803
	Iteration 22Q: 3 clusters Score -3179433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3179433.000000 Penalty: 3331.622803
	Iteration 23F: 3 clusters Score -3179433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -314527.968750 Penalty: 1292.756592
	Iteration 0F: 2 clusters Score -314528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -311858.750000 Penalty: 2585.513184
	Iteration 0F: 3 clusters Score -311858.8 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -312558.718750 Penalty: 2585.513184
	Iteration 1F: 3 clusters Score -312558.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -312729.312500 Penalty: 2585.513184
	Iteration 2F: 3 clusters Score -312729.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -312883.312500 Penalty: 2585.513184
	Iteration 3F: 3 clusters Score -312883.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -313008.843750 Penalty: 2585.513184
	Iteration 4Q: 3 clusters Score -313008.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -313116.406250 Penalty: 2585.513184
	Iteration 5Q: 3 clusters Score -313116.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -313210.437500 Penalty: 2585.513184
	Iteration 6Q: 3 clusters Score -313210.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -313278.593750 Penalty: 2585.513184
	Iteration 7Q: 3 clusters Score -313278.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -313332.562500 Penalty: 2585.513184
	Iteration 8Q: 3 clusters Score -313332.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -313381.875000 Penalty: 2585.513184
	Iteration 9Q: 3 clusters Score -313381.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -313422.281250 Penalty: 2585.513184
	Iteration 10Q: 3 clusters Score -313422.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -313465.000000 Penalty: 2585.513184
	Iteration 11Q: 3 clusters Score -313465 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -313515.500000 Penalty: 2585.513184
	Iteration 12Q: 3 clusters Score -313515.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -313551.687500 Penalty: 2585.513184
	Iteration 13Q: 3 clusters Score -313551.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -313575.406250 Penalty: 2585.513184
	Iteration 14Q: 3 clusters Score -313575.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -313593.500000 Penalty: 2585.513184
	Iteration 15Q: 3 clusters Score -313593.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -313608.375000 Penalty: 2585.513184
	Iteration 16Q: 3 clusters Score -313608.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -313622.000000 Penalty: 2585.513184
	Iteration 17Q: 3 clusters Score -313622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -313634.687500 Penalty: 2585.513184
	Iteration 18Q: 3 clusters Score -313634.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -313649.281250 Penalty: 2585.513184
	Iteration 19Q: 3 clusters Score -313649.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -313663.406250 Penalty: 2585.513184
	Iteration 20F: 3 clusters Score -313663.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -313676.187500 Penalty: 2585.513184
	Iteration 21Q: 3 clusters Score -313676.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -313685.625000 Penalty: 2585.513184
	Iteration 22Q: 3 clusters Score -313685.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -313693.937500 Penalty: 2585.513184
	Iteration 23Q: 3 clusters Score -313693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -313699.250000 Penalty: 2585.513184
	Iteration 24Q: 3 clusters Score -313699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -313703.875000 Penalty: 2585.513184
	Iteration 25Q: 3 clusters Score -313703.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -313708.968750 Penalty: 2585.513184
	Iteration 26Q: 3 clusters Score -313709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -313710.625000 Penalty: 2585.513184
	Iteration 27Q: 3 clusters Score -313710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -313713.718750 Penalty: 2585.513184
	Iteration 28Q: 3 clusters Score -313713.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -313715.843750 Penalty: 2585.513184
	Iteration 29Q: 3 clusters Score -313715.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -313717.375000 Penalty: 2585.513184
	Iteration 30Q: 3 clusters Score -313717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -313718.062500 Penalty: 2585.513184
	Iteration 31Q: 3 clusters Score -313718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -313718.437500 Penalty: 2585.513184
	Iteration 32Q: 3 clusters Score -313718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -313719.031250 Penalty: 2585.513184
	Iteration 33Q: 3 clusters Score -313719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -313719.031250 Penalty: 2585.513184
	Iteration 34F: 3 clusters Score -313719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Entering Unmasked Estep 
Score: -1291921.375000 Penalty: 1516.281616
	Iteration 0F: 2 clusters Score -1291921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1283899.125000 Penalty: 3032.563232
	Iteration 0F: 3 clusters Score -1283899 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1286634.625000 Penalty: 3032.563232
	Iteration 1F: 3 clusters Score -1286635 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1287026.125000 Penalty: 3032.563232
	Iteration 2F: 3 clusters Score -1287026 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1287452.125000 Penalty: 3032.563232
	Iteration 3F: 3 clusters Score -1287452 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1287833.875000 Penalty: 3032.563232
	Iteration 4F: 3 clusters Score -1287834 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1288162.500000 Penalty: 3032.563232
	Iteration 5Q: 3 clusters Score -1288162 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1288488.125000 Penalty: 3032.563232
	Iteration 6F: 3 clusters Score -1288488 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1288740.875000 Penalty: 3032.563232
	Iteration 7Q: 3 clusters Score -1288741 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1288943.000000 Penalty: 3032.563232
	Iteration 8Q: 3 clusters Score -1288943 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1289110.125000 Penalty: 3032.563232
	Iteration 9Q: 3 clusters Score -1289110 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1289304.000000 Penalty: 3032.563232
	Iteration 10Q: 3 clusters Score -1289304 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1289506.375000 Penalty: 3032.563232
	Iteration 11Q: 3 clusters Score -1289506 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1289702.375000 Penalty: 3032.563232
	Iteration 12Q: 3 clusters Score -1289702 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1289866.375000 Penalty: 3032.563232
	Iteration 13Q: 3 clusters Score -1289866 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1290051.875000 Penalty: 3032.563232
	Iteration 14Q: 3 clusters Score -1290052 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1290224.875000 Penalty: 3032.563232
	Iteration 15Q: 3 clusters Score -1290225 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1290396.250000 Penalty: 3032.563232
	Iteration 16Q: 3 clusters Score -1290396 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1290582.875000 Penalty: 3032.563232
	Iteration 17Q: 3 clusters Score -1290583 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1290751.500000 Penalty: 3032.563232
	Iteration 18Q: 3 clusters Score -1290752 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1290888.125000 Penalty: 3032.563232
	Iteration 19Q: 3 clusters Score -1290888 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1290986.625000 Penalty: 3032.563232
	Iteration 20F: 3 clusters Score -1290987 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1291062.000000 Penalty: 3032.563232
	Iteration 21Q: 3 clusters Score -1291062 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1291124.375000 Penalty: 3032.563232
	Iteration 22Q: 3 clusters Score -1291124 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1291201.375000 Penalty: 3032.563232
	Iteration 23Q: 3 clusters Score -1291201 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1291293.875000 Penalty: 3032.563232
	Iteration 24Q: 3 clusters Score -1291294 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1291417.125000 Penalty: 3032.563232
	Iteration 25Q: 3 clusters Score -1291417 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1291548.375000 Penalty: 3032.563232
	Iteration 26Q: 3 clusters Score -1291548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1291637.000000 Penalty: 3032.563232
	Iteration 27Q: 3 clusters Score -1291637 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1291668.625000 Penalty: 3032.563232
	Iteration 28Q: 3 clusters Score -1291669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1291684.500000 Penalty: 3032.563232
	Iteration 29Q: 3 clusters Score -1291684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1291689.125000 Penalty: 3032.563232
	Iteration 30Q: 3 clusters Score -1291689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1291690.750000 Penalty: 3032.563232
	Iteration 31Q: 3 clusters Score -1291691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1291691.125000 Penalty: 3032.563232
	Iteration 32Q: 3 clusters Score -1291691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1291693.125000 Penalty: 3032.563232
	Iteration 33Q: 3 clusters Score -1291693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1291696.875000 Penalty: 3032.563232
	Iteration 34Q: 3 clusters Score -1291697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1291698.750000 Penalty: 3032.563232
	Iteration 35Q: 3 clusters Score -1291699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1291698.250000 Penalty: 3032.563232
	Iteration 36Q: 3 clusters Score -1291698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1291701.625000 Penalty: 3032.563232
	Iteration 37Q: 3 clusters Score -1291702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1291700.000000 Penalty: 3032.563232
	Iteration 38Q: 3 clusters Score -1291700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1291701.000000 Penalty: 3032.563232
	Iteration 39Q: 3 clusters Score -1291701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1291702.750000 Penalty: 3032.563232
	Iteration 40F: 3 clusters Score -1291703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (107703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Entering Unmasked Estep 
Score: -12626180.000000 Penalty: 1882.909058
	Iteration 0F: 2 clusters Score -1.262618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -12556856.000000 Penalty: 3765.818115
	Iteration 0F: 3 clusters Score -1.255686e+07 nChanged 51416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -12587026.000000 Penalty: 3765.818115
	Iteration 1F: 3 clusters Score -1.258703e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -12587868.000000 Penalty: 3765.818115
	Iteration 2Q: 3 clusters Score -1.258787e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -12589032.000000 Penalty: 3765.818115
	Iteration 3Q: 3 clusters Score -1.258903e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -12591176.000000 Penalty: 3765.818115
	Iteration 4Q: 3 clusters Score -1.259118e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -12594882.000000 Penalty: 3765.818115
	Iteration 5F: 3 clusters Score -1.259488e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -12601194.000000 Penalty: 3765.818115
	Iteration 6F: 3 clusters Score -1.260119e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -12609144.000000 Penalty: 3765.818115
	Iteration 7F: 3 clusters Score -1.260914e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99218 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -12616296.000000 Penalty: 3765.818115
	Iteration 8F: 3 clusters Score -1.26163e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -12621493.000000 Penalty: 3765.818115
	Iteration 9Q: 3 clusters Score -1.262149e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106585 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -12623527.000000 Penalty: 3765.818115
	Iteration 10Q: 3 clusters Score -1.262353e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107300 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12624143.000000 Penalty: 3765.818115
	Iteration 11Q: 3 clusters Score -1.262414e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107480 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -12624333.000000 Penalty: 3765.818115
	Iteration 12Q: 3 clusters Score -1.262433e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12624444.000000 Penalty: 3765.818115
	Iteration 13Q: 3 clusters Score -1.262444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12624475.000000 Penalty: 3765.818115
	Iteration 14Q: 3 clusters Score -1.262448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107558 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12624487.000000 Penalty: 3765.818115
	Iteration 15Q: 3 clusters Score -1.262449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107561 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12624489.000000 Penalty: 3765.818115
	Iteration 16Q: 3 clusters Score -1.262449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107561 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12624495.000000 Penalty: 3765.818115
	Iteration 17Q: 3 clusters Score -1.26245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107561 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12624490.000000 Penalty: 3765.818115
	Iteration 18Q: 3 clusters Score -1.262449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107560 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12624494.000000 Penalty: 3765.818115
	Iteration 19Q: 3 clusters Score -1.262449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107560 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12624494.000000 Penalty: 3765.818115
	Iteration 20F: 3 clusters Score -1.262449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -451048.875000 Penalty: 1343.251831
	Iteration 0F: 2 clusters Score -451048.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -447770.906250 Penalty: 2686.503662
	Iteration 0F: 3 clusters Score -447770.9 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -448643.500000 Penalty: 2686.503662
	Iteration 1F: 3 clusters Score -448643.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -448823.281250 Penalty: 2686.503662
	Iteration 2F: 3 clusters Score -448823.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -448941.281250 Penalty: 2686.503662
	Iteration 3F: 3 clusters Score -448941.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -449036.750000 Penalty: 2686.503662
	Iteration 4Q: 3 clusters Score -449036.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -449123.500000 Penalty: 2686.503662
	Iteration 5Q: 3 clusters Score -449123.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -449222.187500 Penalty: 2686.503662
	Iteration 6Q: 3 clusters Score -449222.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -449310.812500 Penalty: 2686.503662
	Iteration 7Q: 3 clusters Score -449310.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -449383.312500 Penalty: 2686.503662
	Iteration 8Q: 3 clusters Score -449383.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -449435.093750 Penalty: 2686.503662
	Iteration 9Q: 3 clusters Score -449435.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -449480.781250 Penalty: 2686.503662
	Iteration 10Q: 3 clusters Score -449480.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -449534.781250 Penalty: 2686.503662
	Iteration 11Q: 3 clusters Score -449534.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -449593.875000 Penalty: 2686.503662
	Iteration 12Q: 3 clusters Score -449593.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -449647.062500 Penalty: 2686.503662
	Iteration 13Q: 3 clusters Score -449647.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -449698.250000 Penalty: 2686.503662
	Iteration 14Q: 3 clusters Score -449698.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -449738.406250 Penalty: 2686.503662
	Iteration 15Q: 3 clusters Score -449738.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -449776.468750 Penalty: 2686.503662
	Iteration 16Q: 3 clusters Score -449776.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -449816.781250 Penalty: 2686.503662
	Iteration 17Q: 3 clusters Score -449816.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -449860.125000 Penalty: 2686.503662
	Iteration 18Q: 3 clusters Score -449860.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -449887.312500 Penalty: 2686.503662
	Iteration 19Q: 3 clusters Score -449887.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -449908.625000 Penalty: 2686.503662
	Iteration 20F: 3 clusters Score -449908.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -449932.781250 Penalty: 2686.503662
	Iteration 21Q: 3 clusters Score -449932.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -449955.531250 Penalty: 2686.503662
	Iteration 22Q: 3 clusters Score -449955.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -449978.218750 Penalty: 2686.503662
	Iteration 23Q: 3 clusters Score -449978.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -449997.187500 Penalty: 2686.503662
	Iteration 24Q: 3 clusters Score -449997.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -450021.062500 Penalty: 2686.503662
	Iteration 25Q: 3 clusters Score -450021.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -450045.593750 Penalty: 2686.503662
	Iteration 26Q: 3 clusters Score -450045.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -450063.031250 Penalty: 2686.503662
	Iteration 27Q: 3 clusters Score -450063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -450080.750000 Penalty: 2686.503662
	Iteration 28Q: 3 clusters Score -450080.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -450095.500000 Penalty: 2686.503662
	Iteration 29Q: 3 clusters Score -450095.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -450110.843750 Penalty: 2686.503662
	Iteration 30Q: 3 clusters Score -450110.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -450126.750000 Penalty: 2686.503662
	Iteration 31Q: 3 clusters Score -450126.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -450138.593750 Penalty: 2686.503662
	Iteration 32Q: 3 clusters Score -450138.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -450148.593750 Penalty: 2686.503662
	Iteration 33Q: 3 clusters Score -450148.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -450156.875000 Penalty: 2686.503662
	Iteration 34Q: 3 clusters Score -450156.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -450164.906250 Penalty: 2686.503662
	Iteration 35Q: 3 clusters Score -450164.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -450168.156250 Penalty: 2686.503662
	Iteration 36Q: 3 clusters Score -450168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -450169.125000 Penalty: 2686.503662
	Iteration 37Q: 3 clusters Score -450169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -450172.687500 Penalty: 2686.503662
	Iteration 38Q: 3 clusters Score -450172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -450173.156250 Penalty: 2686.503662
	Iteration 39Q: 3 clusters Score -450173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -450174.187500 Penalty: 2686.503662
	Iteration 40F: 3 clusters Score -450174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -450176.062500 Penalty: 2686.503662
	Iteration 41Q: 3 clusters Score -450176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -450178.718750 Penalty: 2686.503662
	Iteration 42Q: 3 clusters Score -450178.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -450180.656250 Penalty: 2686.503662
	Iteration 43Q: 3 clusters Score -450180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -450185.312500 Penalty: 2686.503662
	Iteration 44Q: 3 clusters Score -450185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -450190.468750 Penalty: 2686.503662
	Iteration 45Q: 3 clusters Score -450190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -450191.906250 Penalty: 2686.503662
	Iteration 46Q: 3 clusters Score -450191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -450192.812500 Penalty: 2686.503662
	Iteration 47Q: 3 clusters Score -450192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -450193.125000 Penalty: 2686.503662
	Iteration 48Q: 3 clusters Score -450193.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -450193.125000 Penalty: 2686.503662
	Iteration 49F: 3 clusters Score -450193.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (87300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Entering Unmasked Estep 
Score: -10186094.000000 Penalty: 1848.779663
	Iteration 0F: 2 clusters Score -1.018609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -10129051.000000 Penalty: 3697.559326
	Iteration 0F: 3 clusters Score -1.012905e+07 nChanged 41735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -10153139.000000 Penalty: 3697.559326
	Iteration 1F: 3 clusters Score -1.015314e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -10153707.000000 Penalty: 3697.559326
	Iteration 2Q: 3 clusters Score -1.015371e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -10154540.000000 Penalty: 3697.559326
	Iteration 3Q: 3 clusters Score -1.015454e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -10155615.000000 Penalty: 3697.559326
	Iteration 4Q: 3 clusters Score -1.015562e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -10157266.000000 Penalty: 3697.559326
	Iteration 5Q: 3 clusters Score -1.015727e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -10159725.000000 Penalty: 3697.559326
	Iteration 6Q: 3 clusters Score -1.015972e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -10163128.000000 Penalty: 3697.559326
	Iteration 7F: 3 clusters Score -1.016313e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -10167145.000000 Penalty: 3697.559326
	Iteration 8F: 3 clusters Score -1.016714e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -10170723.000000 Penalty: 3697.559326
	Iteration 9F: 3 clusters Score -1.017072e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -10173152.000000 Penalty: 3697.559326
	Iteration 10F: 3 clusters Score -1.017315e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -10174466.000000 Penalty: 3697.559326
	Iteration 11Q: 3 clusters Score -1.017447e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -10175049.000000 Penalty: 3697.559326
	Iteration 12Q: 3 clusters Score -1.017505e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -10175415.000000 Penalty: 3697.559326
	Iteration 13Q: 3 clusters Score -1.017542e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -10175694.000000 Penalty: 3697.559326
	Iteration 14Q: 3 clusters Score -1.017569e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -10175969.000000 Penalty: 3697.559326
	Iteration 15Q: 3 clusters Score -1.017597e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -10176129.000000 Penalty: 3697.559326
	Iteration 16Q: 3 clusters Score -1.017613e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -10176352.000000 Penalty: 3697.559326
	Iteration 17Q: 3 clusters Score -1.017635e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -10176496.000000 Penalty: 3697.559326
	Iteration 18Q: 3 clusters Score -1.01765e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 61384 members 
Entering Unmasked Estep 
Score: -10176700.000000 Penalty: 3697.559326
	Iteration 19Q: 3 clusters Score -1.01767e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -10176917.000000 Penalty: 3697.559326
	Iteration 20F: 3 clusters Score -1.017692e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -10177108.000000 Penalty: 3697.559326
	Iteration 21Q: 3 clusters Score -1.017711e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -10177247.000000 Penalty: 3697.559326
	Iteration 22Q: 3 clusters Score -1.017725e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -10177408.000000 Penalty: 3697.559326
	Iteration 23Q: 3 clusters Score -1.017741e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -10177582.000000 Penalty: 3697.559326
	Iteration 24Q: 3 clusters Score -1.017758e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -10177746.000000 Penalty: 3697.559326
	Iteration 25Q: 3 clusters Score -1.017775e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -10177929.000000 Penalty: 3697.559326
	Iteration 26Q: 3 clusters Score -1.017793e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -10178101.000000 Penalty: 3697.559326
	Iteration 27Q: 3 clusters Score -1.01781e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -10178324.000000 Penalty: 3697.559326
	Iteration 28Q: 3 clusters Score -1.017832e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -10178531.000000 Penalty: 3697.559326
	Iteration 29Q: 3 clusters Score -1.017853e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -10178777.000000 Penalty: 3697.559326
	Iteration 30Q: 3 clusters Score -1.017878e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -10179017.000000 Penalty: 3697.559326
	Iteration 31Q: 3 clusters Score -1.017902e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -10179226.000000 Penalty: 3697.559326
	Iteration 32Q: 3 clusters Score -1.017923e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -10179410.000000 Penalty: 3697.559326
	Iteration 33Q: 3 clusters Score -1.017941e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 70703 members 
Entering Unmasked Estep 
Score: -10179658.000000 Penalty: 3697.559326
	Iteration 34Q: 3 clusters Score -1.017966e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -10179907.000000 Penalty: 3697.559326
	Iteration 35Q: 3 clusters Score -1.017991e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -10180179.000000 Penalty: 3697.559326
	Iteration 36Q: 3 clusters Score -1.018018e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 72913 members 
Entering Unmasked Estep 
Score: -10180383.000000 Penalty: 3697.559326
	Iteration 37Q: 3 clusters Score -1.018038e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -10180549.000000 Penalty: 3697.559326
	Iteration 38Q: 3 clusters Score -1.018055e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -10180706.000000 Penalty: 3697.559326
	Iteration 39Q: 3 clusters Score -1.018071e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -10180897.000000 Penalty: 3697.559326
	Iteration 40F: 3 clusters Score -1.01809e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -10181096.000000 Penalty: 3697.559326
	Iteration 41Q: 3 clusters Score -1.01811e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -10181274.000000 Penalty: 3697.559326
	Iteration 42Q: 3 clusters Score -1.018127e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -10181493.000000 Penalty: 3697.559326
	Iteration 43Q: 3 clusters Score -1.018149e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -10181672.000000 Penalty: 3697.559326
	Iteration 44Q: 3 clusters Score -1.018167e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -10181893.000000 Penalty: 3697.559326
	Iteration 45Q: 3 clusters Score -1.018189e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -10182121.000000 Penalty: 3697.559326
	Iteration 46Q: 3 clusters Score -1.018212e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -10182298.000000 Penalty: 3697.559326
	Iteration 47Q: 3 clusters Score -1.01823e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 79883 members 
Entering Unmasked Estep 
Score: -10182465.000000 Penalty: 3697.559326
	Iteration 48Q: 3 clusters Score -1.018246e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -10182645.000000 Penalty: 3697.559326
	Iteration 49Q: 3 clusters Score -1.018264e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 81104 members 
Entering Unmasked Estep 
Score: -10182862.000000 Penalty: 3697.559326
	Iteration 50Q: 3 clusters Score -1.018286e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -10183039.000000 Penalty: 3697.559326
	Iteration 51Q: 3 clusters Score -1.018304e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -10183228.000000 Penalty: 3697.559326
	Iteration 52Q: 3 clusters Score -1.018323e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -10183376.000000 Penalty: 3697.559326
	Iteration 53Q: 3 clusters Score -1.018338e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -10183517.000000 Penalty: 3697.559326
	Iteration 54Q: 3 clusters Score -1.018352e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -10183665.000000 Penalty: 3697.559326
	Iteration 55Q: 3 clusters Score -1.018366e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -10183774.000000 Penalty: 3697.559326
	Iteration 56Q: 3 clusters Score -1.018377e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 84250 members 
Entering Unmasked Estep 
Score: -10183830.000000 Penalty: 3697.559326
	Iteration 57Q: 3 clusters Score -1.018383e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -10183974.000000 Penalty: 3697.559326
	Iteration 58Q: 3 clusters Score -1.018397e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -10184053.000000 Penalty: 3697.559326
	Iteration 59Q: 3 clusters Score -1.018405e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -10184121.000000 Penalty: 3697.559326
	Iteration 60F: 3 clusters Score -1.018412e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -10184178.000000 Penalty: 3697.559326
	Iteration 61Q: 3 clusters Score -1.018418e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -10184197.000000 Penalty: 3697.559326
	Iteration 62Q: 3 clusters Score -1.01842e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 85439 members 
Entering Unmasked Estep 
Score: -10184257.000000 Penalty: 3697.559326
	Iteration 63Q: 3 clusters Score -1.018426e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -10184298.000000 Penalty: 3697.559326
	Iteration 64Q: 3 clusters Score -1.01843e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -10184327.000000 Penalty: 3697.559326
	Iteration 65Q: 3 clusters Score -1.018433e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 85736 members 
Entering Unmasked Estep 
Score: -10184340.000000 Penalty: 3697.559326
	Iteration 66Q: 3 clusters Score -1.018434e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -10184353.000000 Penalty: 3697.559326
	Iteration 67Q: 3 clusters Score -1.018435e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
Score: -10184401.000000 Penalty: 3697.559326
	Iteration 68Q: 3 clusters Score -1.01844e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 85900 members 
Entering Unmasked Estep 
Score: -10184407.000000 Penalty: 3697.559326
	Iteration 69Q: 3 clusters Score -1.018441e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 85929 members 
Entering Unmasked Estep 
Score: -10184416.000000 Penalty: 3697.559326
	Iteration 70Q: 3 clusters Score -1.018442e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -10184443.000000 Penalty: 3697.559326
	Iteration 71Q: 3 clusters Score -1.018444e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -10184453.000000 Penalty: 3697.559326
	Iteration 72Q: 3 clusters Score -1.018445e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -10184456.000000 Penalty: 3697.559326
	Iteration 73Q: 3 clusters Score -1.018446e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -10184467.000000 Penalty: 3697.559326
	Iteration 74Q: 3 clusters Score -1.018447e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -10184468.000000 Penalty: 3697.559326
	Iteration 75Q: 3 clusters Score -1.018447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -10184477.000000 Penalty: 3697.559326
	Iteration 76Q: 3 clusters Score -1.018448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 86114 members 
Entering Unmasked Estep 
Score: -10184493.000000 Penalty: 3697.559326
	Iteration 77Q: 3 clusters Score -1.018449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -10184502.000000 Penalty: 3697.559326
	Iteration 78Q: 3 clusters Score -1.01845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -10184507.000000 Penalty: 3697.559326
	Iteration 79Q: 3 clusters Score -1.018451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -10184511.000000 Penalty: 3697.559326
	Iteration 80F: 3 clusters Score -1.018451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -10184514.000000 Penalty: 3697.559326
	Iteration 81Q: 3 clusters Score -1.018451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 86162 members 
Entering Unmasked Estep 
Score: -10184520.000000 Penalty: 3697.559326
	Iteration 82Q: 3 clusters Score -1.018452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 86172 members 
Entering Unmasked Estep 
Score: -10184523.000000 Penalty: 3697.559326
	Iteration 83Q: 3 clusters Score -1.018452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -10184526.000000 Penalty: 3697.559326
	Iteration 84Q: 3 clusters Score -1.018453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -10184533.000000 Penalty: 3697.559326
	Iteration 85Q: 3 clusters Score -1.018453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -10184533.000000 Penalty: 3697.559326
	Iteration 86Q: 3 clusters Score -1.018453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -10184530.000000 Penalty: 3697.559326
	Iteration 87Q: 3 clusters Score -1.018453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -10184544.000000 Penalty: 3697.559326
	Iteration 88Q: 3 clusters Score -1.018454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 86205 members 
Entering Unmasked Estep 
Score: -10184550.000000 Penalty: 3697.559326
	Iteration 89Q: 3 clusters Score -1.018455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 86208 members 
Entering Unmasked Estep 
Score: -10184556.000000 Penalty: 3697.559326
	Iteration 90Q: 3 clusters Score -1.018456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -10184562.000000 Penalty: 3697.559326
	Iteration 91Q: 3 clusters Score -1.018456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -10184554.000000 Penalty: 3697.559326
	Iteration 92Q: 3 clusters Score -1.018455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 86219 members 
Entering Unmasked Estep 
Score: -10184550.000000 Penalty: 3697.559326
	Iteration 93Q: 3 clusters Score -1.018455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -10184555.000000 Penalty: 3697.559326
	Iteration 94Q: 3 clusters Score -1.018456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -10184562.000000 Penalty: 3697.559326
	Iteration 95Q: 3 clusters Score -1.018456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -10184564.000000 Penalty: 3697.559326
	Iteration 96Q: 3 clusters Score -1.018456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -10184555.000000 Penalty: 3697.559326
	Iteration 97Q: 3 clusters Score -1.018456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 86229 members 
Entering Unmasked Estep 
Score: -10184557.000000 Penalty: 3697.559326
	Iteration 98Q: 3 clusters Score -1.018456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 86232 members 
Entering Unmasked Estep 
Score: -10184553.000000 Penalty: 3697.559326
	Iteration 99Q: 3 clusters Score -1.018455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 86234 members 
Entering Unmasked Estep 
Score: -10184551.000000 Penalty: 3697.559326
	Iteration 100F: 3 clusters Score -1.018455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Entering Unmasked Estep 
Score: -3214450.500000 Penalty: 1661.743530
	Iteration 0F: 2 clusters Score -3214450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3195807.500000 Penalty: 3323.487061
	Iteration 0F: 3 clusters Score -3195808 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3202744.500000 Penalty: 3323.487061
	Iteration 1F: 3 clusters Score -3202744 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3203127.000000 Penalty: 3323.487061
	Iteration 2Q: 3 clusters Score -3203127 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3203444.500000 Penalty: 3323.487061
	Iteration 3Q: 3 clusters Score -3203444 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3203808.000000 Penalty: 3323.487061
	Iteration 4Q: 3 clusters Score -3203808 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3204273.000000 Penalty: 3323.487061
	Iteration 5Q: 3 clusters Score -3204273 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3204923.250000 Penalty: 3323.487061
	Iteration 6Q: 3 clusters Score -3204923 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3205799.500000 Penalty: 3323.487061
	Iteration 7F: 3 clusters Score -3205800 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3207020.500000 Penalty: 3323.487061
	Iteration 8F: 3 clusters Score -3207020 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3208591.000000 Penalty: 3323.487061
	Iteration 9F: 3 clusters Score -3208591 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3210149.000000 Penalty: 3323.487061
	Iteration 10F: 3 clusters Score -3210149 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3211347.250000 Penalty: 3323.487061
	Iteration 11F: 3 clusters Score -3211347 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3212010.750000 Penalty: 3323.487061
	Iteration 12Q: 3 clusters Score -3212011 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3212404.500000 Penalty: 3323.487061
	Iteration 13Q: 3 clusters Score -3212404 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -3212679.250000 Penalty: 3323.487061
	Iteration 14Q: 3 clusters Score -3212679 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -3212915.250000 Penalty: 3323.487061
	Iteration 15Q: 3 clusters Score -3212915 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3213113.250000 Penalty: 3323.487061
	Iteration 16Q: 3 clusters Score -3213113 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3213290.750000 Penalty: 3323.487061
	Iteration 17Q: 3 clusters Score -3213291 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -3213440.000000 Penalty: 3323.487061
	Iteration 18Q: 3 clusters Score -3213440 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3213571.750000 Penalty: 3323.487061
	Iteration 19Q: 3 clusters Score -3213572 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3213702.500000 Penalty: 3323.487061
	Iteration 20F: 3 clusters Score -3213702 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3213791.750000 Penalty: 3323.487061
	Iteration 21Q: 3 clusters Score -3213792 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3213864.750000 Penalty: 3323.487061
	Iteration 22Q: 3 clusters Score -3213865 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3213907.000000 Penalty: 3323.487061
	Iteration 23Q: 3 clusters Score -3213907 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3213957.250000 Penalty: 3323.487061
	Iteration 24Q: 3 clusters Score -3213957 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3213994.250000 Penalty: 3323.487061
	Iteration 25Q: 3 clusters Score -3213994 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3214029.250000 Penalty: 3323.487061
	Iteration 26Q: 3 clusters Score -3214029 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3214062.000000 Penalty: 3323.487061
	Iteration 27Q: 3 clusters Score -3214062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3214098.250000 Penalty: 3323.487061
	Iteration 28Q: 3 clusters Score -3214098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3214137.000000 Penalty: 3323.487061
	Iteration 29Q: 3 clusters Score -3214137 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3214148.750000 Penalty: 3323.487061
	Iteration 30Q: 3 clusters Score -3214149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3214168.500000 Penalty: 3323.487061
	Iteration 31Q: 3 clusters Score -3214168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3214180.500000 Penalty: 3323.487061
	Iteration 32Q: 3 clusters Score -3214180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3214182.000000 Penalty: 3323.487061
	Iteration 33Q: 3 clusters Score -3214182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3214201.750000 Penalty: 3323.487061
	Iteration 34Q: 3 clusters Score -3214202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3214208.750000 Penalty: 3323.487061
	Iteration 35Q: 3 clusters Score -3214209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3214215.250000 Penalty: 3323.487061
	Iteration 36Q: 3 clusters Score -3214215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3214218.500000 Penalty: 3323.487061
	Iteration 37Q: 3 clusters Score -3214218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3214213.500000 Penalty: 3323.487061
	Iteration 38Q: 3 clusters Score -3214214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3214219.000000 Penalty: 3323.487061
	Iteration 39Q: 3 clusters Score -3214219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3214215.750000 Penalty: 3323.487061
	Iteration 40F: 3 clusters Score -3214216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3214213.750000 Penalty: 3323.487061
	Iteration 41Q: 3 clusters Score -3214214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3214218.000000 Penalty: 3323.487061
	Iteration 42Q: 3 clusters Score -3214218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3214220.000000 Penalty: 3323.487061
	Iteration 43Q: 3 clusters Score -3214220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3214218.000000 Penalty: 3323.487061
	Iteration 44Q: 3 clusters Score -3214218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3214217.250000 Penalty: 3323.487061
	Iteration 45Q: 3 clusters Score -3214217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3214219.500000 Penalty: 3323.487061
	Iteration 46Q: 3 clusters Score -3214220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3214219.500000 Penalty: 3323.487061
	Iteration 47F: 3 clusters Score -3214220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -22759.152344 Penalty: 897.237427
	Iteration 0F: 2 clusters Score -22759.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21975.884766 Penalty: 1794.474854
	Iteration 0F: 3 clusters Score -21975.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22096.843750 Penalty: 1794.474854
	Iteration 1F: 3 clusters Score -22096.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22134.855469 Penalty: 1794.474854
	Iteration 2F: 3 clusters Score -22134.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22188.750000 Penalty: 1794.474854
	Iteration 3Q: 3 clusters Score -22188.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22200.023438 Penalty: 1794.474854
	Iteration 4Q: 3 clusters Score -22200.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22212.466797 Penalty: 1794.474854
	Iteration 5Q: 3 clusters Score -22212.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -22222.814453 Penalty: 1794.474854
	Iteration 6Q: 3 clusters Score -22222.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -22222.814453 Penalty: 1794.474854
	Iteration 7F: 3 clusters Score -22222.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Entering Unmasked Estep 
Score: -3770173.250000 Penalty: 1688.396606
	Iteration 0F: 2 clusters Score -3770173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3748476.500000 Penalty: 3376.793213
	Iteration 0F: 3 clusters Score -3748476 nChanged 14912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3756672.250000 Penalty: 3376.793213
	Iteration 1F: 3 clusters Score -3756672 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3757052.000000 Penalty: 3376.793213
	Iteration 2Q: 3 clusters Score -3757052 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3757444.500000 Penalty: 3376.793213
	Iteration 3Q: 3 clusters Score -3757444 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3757907.250000 Penalty: 3376.793213
	Iteration 4Q: 3 clusters Score -3757907 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3758527.750000 Penalty: 3376.793213
	Iteration 5Q: 3 clusters Score -3758528 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3759548.250000 Penalty: 3376.793213
	Iteration 6F: 3 clusters Score -3759548 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3761051.750000 Penalty: 3376.793213
	Iteration 7F: 3 clusters Score -3761052 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3763079.250000 Penalty: 3376.793213
	Iteration 8F: 3 clusters Score -3763079 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3765333.500000 Penalty: 3376.793213
	Iteration 9F: 3 clusters Score -3765334 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -3767166.750000 Penalty: 3376.793213
	Iteration 10F: 3 clusters Score -3767167 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -3768064.500000 Penalty: 3376.793213
	Iteration 11Q: 3 clusters Score -3768064 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -3768480.750000 Penalty: 3376.793213
	Iteration 12Q: 3 clusters Score -3768481 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -3768662.250000 Penalty: 3376.793213
	Iteration 13Q: 3 clusters Score -3768662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3768738.000000 Penalty: 3376.793213
	Iteration 14Q: 3 clusters Score -3768738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -3768809.500000 Penalty: 3376.793213
	Iteration 15Q: 3 clusters Score -3768810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -3768846.000000 Penalty: 3376.793213
	Iteration 16Q: 3 clusters Score -3768846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -3768864.500000 Penalty: 3376.793213
	Iteration 17Q: 3 clusters Score -3768864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3768884.250000 Penalty: 3376.793213
	Iteration 18Q: 3 clusters Score -3768884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -3768899.250000 Penalty: 3376.793213
	Iteration 19Q: 3 clusters Score -3768899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3768898.250000 Penalty: 3376.793213
	Iteration 20F: 3 clusters Score -3768898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Entering Unmasked Estep 
Score: -1671536.375000 Penalty: 1550.133789
	Iteration 0F: 2 clusters Score -1671536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1661886.125000 Penalty: 3100.267578
	Iteration 0F: 3 clusters Score -1661886 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1665234.750000 Penalty: 3100.267578
	Iteration 1F: 3 clusters Score -1665235 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1665575.125000 Penalty: 3100.267578
	Iteration 2F: 3 clusters Score -1665575 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1665918.125000 Penalty: 3100.267578
	Iteration 3F: 3 clusters Score -1665918 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1666363.500000 Penalty: 3100.267578
	Iteration 4F: 3 clusters Score -1666364 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1666966.375000 Penalty: 3100.267578
	Iteration 5F: 3 clusters Score -1666966 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1667719.750000 Penalty: 3100.267578
	Iteration 6F: 3 clusters Score -1667720 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1668524.250000 Penalty: 3100.267578
	Iteration 7F: 3 clusters Score -1668524 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1669219.750000 Penalty: 3100.267578
	Iteration 8F: 3 clusters Score -1669220 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1669670.375000 Penalty: 3100.267578
	Iteration 9Q: 3 clusters Score -1669670 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1669916.125000 Penalty: 3100.267578
	Iteration 10Q: 3 clusters Score -1669916 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1670037.125000 Penalty: 3100.267578
	Iteration 11Q: 3 clusters Score -1670037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1670098.125000 Penalty: 3100.267578
	Iteration 12Q: 3 clusters Score -1670098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1670145.875000 Penalty: 3100.267578
	Iteration 13Q: 3 clusters Score -1670146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1670174.500000 Penalty: 3100.267578
	Iteration 14Q: 3 clusters Score -1670174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1670193.500000 Penalty: 3100.267578
	Iteration 15Q: 3 clusters Score -1670194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1670207.625000 Penalty: 3100.267578
	Iteration 16Q: 3 clusters Score -1670208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1670213.750000 Penalty: 3100.267578
	Iteration 17Q: 3 clusters Score -1670214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1670214.250000 Penalty: 3100.267578
	Iteration 18Q: 3 clusters Score -1670214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1670214.250000 Penalty: 3100.267578
	Iteration 19F: 3 clusters Score -1670214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Entering Unmasked Estep 
Score: -1572034.500000 Penalty: 1544.953003
	Iteration 0F: 2 clusters Score -1572034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1562649.000000 Penalty: 3089.906006
	Iteration 0F: 3 clusters Score -1562649 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1565845.250000 Penalty: 3089.906006
	Iteration 1F: 3 clusters Score -1565845 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1566104.750000 Penalty: 3089.906006
	Iteration 2F: 3 clusters Score -1566105 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1566315.000000 Penalty: 3089.906006
	Iteration 3Q: 3 clusters Score -1566315 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1566539.750000 Penalty: 3089.906006
	Iteration 4Q: 3 clusters Score -1566540 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1566781.375000 Penalty: 3089.906006
	Iteration 5Q: 3 clusters Score -1566781 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1567079.750000 Penalty: 3089.906006
	Iteration 6Q: 3 clusters Score -1567080 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1567400.000000 Penalty: 3089.906006
	Iteration 7Q: 3 clusters Score -1567400 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1567761.500000 Penalty: 3089.906006
	Iteration 8Q: 3 clusters Score -1567762 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1568218.125000 Penalty: 3089.906006
	Iteration 9Q: 3 clusters Score -1568218 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1568738.000000 Penalty: 3089.906006
	Iteration 10F: 3 clusters Score -1568738 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1569248.125000 Penalty: 3089.906006
	Iteration 11Q: 3 clusters Score -1569248 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1569682.500000 Penalty: 3089.906006
	Iteration 12Q: 3 clusters Score -1569682 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1569963.750000 Penalty: 3089.906006
	Iteration 13Q: 3 clusters Score -1569964 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1570177.125000 Penalty: 3089.906006
	Iteration 14Q: 3 clusters Score -1570177 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1570314.875000 Penalty: 3089.906006
	Iteration 15Q: 3 clusters Score -1570315 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1570424.875000 Penalty: 3089.906006
	Iteration 16Q: 3 clusters Score -1570425 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1570481.125000 Penalty: 3089.906006
	Iteration 17Q: 3 clusters Score -1570481 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1570530.375000 Penalty: 3089.906006
	Iteration 18Q: 3 clusters Score -1570530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1570559.625000 Penalty: 3089.906006
	Iteration 19Q: 3 clusters Score -1570560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1570588.625000 Penalty: 3089.906006
	Iteration 20F: 3 clusters Score -1570589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1570610.000000 Penalty: 3089.906006
	Iteration 21Q: 3 clusters Score -1570610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1570635.000000 Penalty: 3089.906006
	Iteration 22Q: 3 clusters Score -1570635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1570647.625000 Penalty: 3089.906006
	Iteration 23Q: 3 clusters Score -1570648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1570668.500000 Penalty: 3089.906006
	Iteration 24Q: 3 clusters Score -1570668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1570679.125000 Penalty: 3089.906006
	Iteration 25Q: 3 clusters Score -1570679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1570683.875000 Penalty: 3089.906006
	Iteration 26Q: 3 clusters Score -1570684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1570691.250000 Penalty: 3089.906006
	Iteration 27Q: 3 clusters Score -1570691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1570703.500000 Penalty: 3089.906006
	Iteration 28Q: 3 clusters Score -1570704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1570710.625000 Penalty: 3089.906006
	Iteration 29Q: 3 clusters Score -1570711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1570717.375000 Penalty: 3089.906006
	Iteration 30Q: 3 clusters Score -1570717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1570718.125000 Penalty: 3089.906006
	Iteration 31Q: 3 clusters Score -1570718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1570722.125000 Penalty: 3089.906006
	Iteration 32Q: 3 clusters Score -1570722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1570727.500000 Penalty: 3089.906006
	Iteration 33Q: 3 clusters Score -1570728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1570729.875000 Penalty: 3089.906006
	Iteration 34Q: 3 clusters Score -1570730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1570729.125000 Penalty: 3089.906006
	Iteration 35Q: 3 clusters Score -1570729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1570729.125000 Penalty: 3089.906006
	Iteration 36F: 3 clusters Score -1570729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -43345.207031 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -43345.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42403.300781 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -42403.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42674.957031 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -42674.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42795.128906 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -42795.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42856.671875 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -42856.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42911.445312 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -42911.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42941.210938 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -42941.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42950.078125 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -42950.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42950.078125 Penalty: 1972.989746
	Iteration 7F: 3 clusters Score -42950.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Entering Unmasked Estep 
Score: -1998250.625000 Penalty: 1585.025146
	Iteration 0F: 2 clusters Score -1998251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1986346.625000 Penalty: 3170.050293
	Iteration 0F: 3 clusters Score -1986347 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1990662.000000 Penalty: 3170.050293
	Iteration 1F: 3 clusters Score -1990662 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1991284.500000 Penalty: 3170.050293
	Iteration 2F: 3 clusters Score -1991284 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1992158.625000 Penalty: 3170.050293
	Iteration 3F: 3 clusters Score -1992159 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1993314.250000 Penalty: 3170.050293
	Iteration 4F: 3 clusters Score -1993314 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1994468.000000 Penalty: 3170.050293
	Iteration 5F: 3 clusters Score -1994468 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1995415.625000 Penalty: 3170.050293
	Iteration 6F: 3 clusters Score -1995416 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1996197.750000 Penalty: 3170.050293
	Iteration 7Q: 3 clusters Score -1996198 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1996603.500000 Penalty: 3170.050293
	Iteration 8Q: 3 clusters Score -1996604 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1996775.500000 Penalty: 3170.050293
	Iteration 9Q: 3 clusters Score -1996776 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1996832.500000 Penalty: 3170.050293
	Iteration 10Q: 3 clusters Score -1996832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1996866.125000 Penalty: 3170.050293
	Iteration 11Q: 3 clusters Score -1996866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1996883.750000 Penalty: 3170.050293
	Iteration 12Q: 3 clusters Score -1996884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1996903.125000 Penalty: 3170.050293
	Iteration 13Q: 3 clusters Score -1996903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1996920.375000 Penalty: 3170.050293
	Iteration 14Q: 3 clusters Score -1996920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1996926.000000 Penalty: 3170.050293
	Iteration 15Q: 3 clusters Score -1996926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1996933.750000 Penalty: 3170.050293
	Iteration 16Q: 3 clusters Score -1996934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1996940.000000 Penalty: 3170.050293
	Iteration 17Q: 3 clusters Score -1996940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1996943.625000 Penalty: 3170.050293
	Iteration 18Q: 3 clusters Score -1996944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1996946.000000 Penalty: 3170.050293
	Iteration 19Q: 3 clusters Score -1996946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1996949.625000 Penalty: 3170.050293
	Iteration 20F: 3 clusters Score -1996950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1996952.500000 Penalty: 3170.050293
	Iteration 21Q: 3 clusters Score -1996952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1996955.000000 Penalty: 3170.050293
	Iteration 22Q: 3 clusters Score -1996955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1996954.375000 Penalty: 3170.050293
	Iteration 23Q: 3 clusters Score -1996954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1996953.500000 Penalty: 3170.050293
	Iteration 24Q: 3 clusters Score -1996954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1996955.000000 Penalty: 3170.050293
	Iteration 25Q: 3 clusters Score -1996955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1996955.250000 Penalty: 3170.050293
	Iteration 26Q: 3 clusters Score -1996955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1996956.500000 Penalty: 3170.050293
	Iteration 27Q: 3 clusters Score -1996956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1996961.250000 Penalty: 3170.050293
	Iteration 28Q: 3 clusters Score -1996961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1996960.750000 Penalty: 3170.050293
	Iteration 29Q: 3 clusters Score -1996961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1996957.750000 Penalty: 3170.050293
	Iteration 30Q: 3 clusters Score -1996958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1996958.375000 Penalty: 3170.050293
	Iteration 31Q: 3 clusters Score -1996958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1996960.750000 Penalty: 3170.050293
	Iteration 32Q: 3 clusters Score -1996961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1996959.750000 Penalty: 3170.050293
	Iteration 33Q: 3 clusters Score -1996960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1996959.750000 Penalty: 3170.050293
	Iteration 34F: 3 clusters Score -1996960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81690 members 
Entering Unmasked Estep 
Score: -9566824.000000 Penalty: 1837.986694
	Iteration 0F: 2 clusters Score -9566824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -9512582.000000 Penalty: 3675.973389
	Iteration 0F: 3 clusters Score -9512582 nChanged 39067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -9534702.000000 Penalty: 3675.973389
	Iteration 1F: 3 clusters Score -9534702 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -9535643.000000 Penalty: 3675.973389
	Iteration 2Q: 3 clusters Score -9535643 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -9537493.000000 Penalty: 3675.973389
	Iteration 3F: 3 clusters Score -9537493 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -9541026.000000 Penalty: 3675.973389
	Iteration 4F: 3 clusters Score -9541026 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -9546807.000000 Penalty: 3675.973389
	Iteration 5F: 3 clusters Score -9546807 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -9553886.000000 Penalty: 3675.973389
	Iteration 6F: 3 clusters Score -9553886 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -9559685.000000 Penalty: 3675.973389
	Iteration 7F: 3 clusters Score -9559685 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -9562848.000000 Penalty: 3675.973389
	Iteration 8Q: 3 clusters Score -9562848 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9564316.000000 Penalty: 3675.973389
	Iteration 9Q: 3 clusters Score -9564316 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9564945.000000 Penalty: 3675.973389
	Iteration 10Q: 3 clusters Score -9564945 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9565245.000000 Penalty: 3675.973389
	Iteration 11Q: 3 clusters Score -9565245 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9565417.000000 Penalty: 3675.973389
	Iteration 12Q: 3 clusters Score -9565417 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9565530.000000 Penalty: 3675.973389
	Iteration 13Q: 3 clusters Score -9565530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9565556.000000 Penalty: 3675.973389
	Iteration 14Q: 3 clusters Score -9565556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9565590.000000 Penalty: 3675.973389
	Iteration 15Q: 3 clusters Score -9565590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9565630.000000 Penalty: 3675.973389
	Iteration 16Q: 3 clusters Score -9565630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9565659.000000 Penalty: 3675.973389
	Iteration 17Q: 3 clusters Score -9565659 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9565657.000000 Penalty: 3675.973389
	Iteration 18Q: 3 clusters Score -9565657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9565666.000000 Penalty: 3675.973389
	Iteration 19Q: 3 clusters Score -9565666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9565665.000000 Penalty: 3675.973389
	Iteration 20F: 3 clusters Score -9565665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -9565678.000000 Penalty: 3675.973389
	Iteration 21Q: 3 clusters Score -9565678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79654 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9565689.000000 Penalty: 3675.973389
	Iteration 22Q: 3 clusters Score -9565689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9565684.000000 Penalty: 3675.973389
	Iteration 23Q: 3 clusters Score -9565684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9565674.000000 Penalty: 3675.973389
	Iteration 24Q: 3 clusters Score -9565674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9565678.000000 Penalty: 3675.973389
	Iteration 25Q: 3 clusters Score -9565678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9565664.000000 Penalty: 3675.973389
	Iteration 26Q: 3 clusters Score -9565664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9565672.000000 Penalty: 3675.973389
	Iteration 27Q: 3 clusters Score -9565672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9565672.000000 Penalty: 3675.973389
	Iteration 28Q: 3 clusters Score -9565672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9565665.000000 Penalty: 3675.973389
	Iteration 29Q: 3 clusters Score -9565665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9565673.000000 Penalty: 3675.973389
	Iteration 30Q: 3 clusters Score -9565673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79658 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9565673.000000 Penalty: 3675.973389
	Iteration 31Q: 3 clusters Score -9565673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9565668.000000 Penalty: 3675.973389
	Iteration 32Q: 3 clusters Score -9565668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9565663.000000 Penalty: 3675.973389
	Iteration 33Q: 3 clusters Score -9565663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9565663.000000 Penalty: 3675.973389
	Iteration 34F: 3 clusters Score -9565663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (142031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142031 members 
Entering Unmasked Estep 
Score: -16315941.000000 Penalty: 1927.867676
	Iteration 0F: 2 clusters Score -1.631594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -16229342.000000 Penalty: 3855.735352
	Iteration 0F: 3 clusters Score -1.622934e+07 nChanged 68685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -16270125.000000 Penalty: 3855.735352
	Iteration 1F: 3 clusters Score -1.627012e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -16270753.000000 Penalty: 3855.735352
	Iteration 2Q: 3 clusters Score -1.627075e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -16271769.000000 Penalty: 3855.735352
	Iteration 3Q: 3 clusters Score -1.627177e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79375 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -16273126.000000 Penalty: 3855.735352
	Iteration 4Q: 3 clusters Score -1.627313e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -16275156.000000 Penalty: 3855.735352
	Iteration 5Q: 3 clusters Score -1.627516e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -16278825.000000 Penalty: 3855.735352
	Iteration 6Q: 3 clusters Score -1.627882e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -16284870.000000 Penalty: 3855.735352
	Iteration 7F: 3 clusters Score -1.628487e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -16292656.000000 Penalty: 3855.735352
	Iteration 8F: 3 clusters Score -1.629266e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119593 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -16300340.000000 Penalty: 3855.735352
	Iteration 9F: 3 clusters Score -1.630034e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128125 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -16305725.000000 Penalty: 3855.735352
	Iteration 10F: 3 clusters Score -1.630572e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133749 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -16308961.000000 Penalty: 3855.735352
	Iteration 11Q: 3 clusters Score -1.630896e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -16311014.000000 Penalty: 3855.735352
	Iteration 12Q: 3 clusters Score -1.631101e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139257 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -16312285.000000 Penalty: 3855.735352
	Iteration 13Q: 3 clusters Score -1.631228e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140369 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -16313076.000000 Penalty: 3855.735352
	Iteration 14Q: 3 clusters Score -1.631308e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140927 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -16313427.000000 Penalty: 3855.735352
	Iteration 15Q: 3 clusters Score -1.631343e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141230 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16313678.000000 Penalty: 3855.735352
	Iteration 16Q: 3 clusters Score -1.631368e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141418 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -16313919.000000 Penalty: 3855.735352
	Iteration 17Q: 3 clusters Score -1.631392e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141519 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16313982.000000 Penalty: 3855.735352
	Iteration 18Q: 3 clusters Score -1.631398e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141563 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -16314014.000000 Penalty: 3855.735352
	Iteration 19Q: 3 clusters Score -1.631401e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141597 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16314051.000000 Penalty: 3855.735352
	Iteration 20F: 3 clusters Score -1.631405e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141622 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -16314078.000000 Penalty: 3855.735352
	Iteration 21Q: 3 clusters Score -1.631408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141632 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -16314083.000000 Penalty: 3855.735352
	Iteration 22Q: 3 clusters Score -1.631408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141643 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16314104.000000 Penalty: 3855.735352
	Iteration 23Q: 3 clusters Score -1.63141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141654 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -16314085.000000 Penalty: 3855.735352
	Iteration 24Q: 3 clusters Score -1.631408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141660 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -16314086.000000 Penalty: 3855.735352
	Iteration 25Q: 3 clusters Score -1.631409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141664 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -16314089.000000 Penalty: 3855.735352
	Iteration 26Q: 3 clusters Score -1.631409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141668 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -16314090.000000 Penalty: 3855.735352
	Iteration 27Q: 3 clusters Score -1.631409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141674 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -16314094.000000 Penalty: 3855.735352
	Iteration 28Q: 3 clusters Score -1.631409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141677 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16314085.000000 Penalty: 3855.735352
	Iteration 29Q: 3 clusters Score -1.631408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141682 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -16314100.000000 Penalty: 3855.735352
	Iteration 30Q: 3 clusters Score -1.63141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141685 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16314107.000000 Penalty: 3855.735352
	Iteration 31Q: 3 clusters Score -1.631411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -16314128.000000 Penalty: 3855.735352
	Iteration 32Q: 3 clusters Score -1.631413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141699 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -16314128.000000 Penalty: 3855.735352
	Iteration 33Q: 3 clusters Score -1.631413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141701 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -16314127.000000 Penalty: 3855.735352
	Iteration 34Q: 3 clusters Score -1.631413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16314136.000000 Penalty: 3855.735352
	Iteration 35Q: 3 clusters Score -1.631414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141705 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -16314139.000000 Penalty: 3855.735352
	Iteration 36Q: 3 clusters Score -1.631414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141704 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -16314127.000000 Penalty: 3855.735352
	Iteration 37Q: 3 clusters Score -1.631413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141704 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -16314122.000000 Penalty: 3855.735352
	Iteration 38Q: 3 clusters Score -1.631412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16314135.000000 Penalty: 3855.735352
	Iteration 39Q: 3 clusters Score -1.631414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16314135.000000 Penalty: 3855.735352
	Iteration 40F: 3 clusters Score -1.631414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -606052.062500 Penalty: 1400.650635
	Iteration 0F: 2 clusters Score -606052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -601757.000000 Penalty: 2801.301270
	Iteration 0F: 3 clusters Score -601757 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -603153.937500 Penalty: 2801.301270
	Iteration 1F: 3 clusters Score -603153.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -603445.062500 Penalty: 2801.301270
	Iteration 2F: 3 clusters Score -603445.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -603618.062500 Penalty: 2801.301270
	Iteration 3F: 3 clusters Score -603618.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -603715.000000 Penalty: 2801.301270
	Iteration 4Q: 3 clusters Score -603715 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -603792.687500 Penalty: 2801.301270
	Iteration 5Q: 3 clusters Score -603792.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -603849.937500 Penalty: 2801.301270
	Iteration 6Q: 3 clusters Score -603849.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -603898.250000 Penalty: 2801.301270
	Iteration 7Q: 3 clusters Score -603898.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -603936.187500 Penalty: 2801.301270
	Iteration 8Q: 3 clusters Score -603936.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -603973.125000 Penalty: 2801.301270
	Iteration 9Q: 3 clusters Score -603973.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -604005.312500 Penalty: 2801.301270
	Iteration 10Q: 3 clusters Score -604005.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -604032.687500 Penalty: 2801.301270
	Iteration 11Q: 3 clusters Score -604032.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -604051.875000 Penalty: 2801.301270
	Iteration 12Q: 3 clusters Score -604051.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -604071.812500 Penalty: 2801.301270
	Iteration 13Q: 3 clusters Score -604071.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -604087.000000 Penalty: 2801.301270
	Iteration 14Q: 3 clusters Score -604087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -604100.437500 Penalty: 2801.301270
	Iteration 15Q: 3 clusters Score -604100.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -604109.062500 Penalty: 2801.301270
	Iteration 16Q: 3 clusters Score -604109.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -604117.250000 Penalty: 2801.301270
	Iteration 17Q: 3 clusters Score -604117.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -604128.750000 Penalty: 2801.301270
	Iteration 18Q: 3 clusters Score -604128.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -604143.750000 Penalty: 2801.301270
	Iteration 19Q: 3 clusters Score -604143.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -604172.812500 Penalty: 2801.301270
	Iteration 20F: 3 clusters Score -604172.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -604209.500000 Penalty: 2801.301270
	Iteration 21Q: 3 clusters Score -604209.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -604252.375000 Penalty: 2801.301270
	Iteration 22Q: 3 clusters Score -604252.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -604305.000000 Penalty: 2801.301270
	Iteration 23Q: 3 clusters Score -604305 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -604357.437500 Penalty: 2801.301270
	Iteration 24Q: 3 clusters Score -604357.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -604404.812500 Penalty: 2801.301270
	Iteration 25Q: 3 clusters Score -604404.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -604466.875000 Penalty: 2801.301270
	Iteration 26Q: 3 clusters Score -604466.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -604544.812500 Penalty: 2801.301270
	Iteration 27Q: 3 clusters Score -604544.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -604615.875000 Penalty: 2801.301270
	Iteration 28Q: 3 clusters Score -604615.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -604697.187500 Penalty: 2801.301270
	Iteration 29Q: 3 clusters Score -604697.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -604795.062500 Penalty: 2801.301270
	Iteration 30Q: 3 clusters Score -604795.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -604911.375000 Penalty: 2801.301270
	Iteration 31Q: 3 clusters Score -604911.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -605012.375000 Penalty: 2801.301270
	Iteration 32Q: 3 clusters Score -605012.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -605090.187500 Penalty: 2801.301270
	Iteration 33Q: 3 clusters Score -605090.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -605159.375000 Penalty: 2801.301270
	Iteration 34Q: 3 clusters Score -605159.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -605216.625000 Penalty: 2801.301270
	Iteration 35Q: 3 clusters Score -605216.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -605265.187500 Penalty: 2801.301270
	Iteration 36Q: 3 clusters Score -605265.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -605301.875000 Penalty: 2801.301270
	Iteration 37Q: 3 clusters Score -605301.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -605344.500000 Penalty: 2801.301270
	Iteration 38Q: 3 clusters Score -605344.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -605390.750000 Penalty: 2801.301270
	Iteration 39Q: 3 clusters Score -605390.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -605430.625000 Penalty: 2801.301270
	Iteration 40F: 3 clusters Score -605430.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -605450.000000 Penalty: 2801.301270
	Iteration 41Q: 3 clusters Score -605450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -605469.187500 Penalty: 2801.301270
	Iteration 42Q: 3 clusters Score -605469.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -605486.437500 Penalty: 2801.301270
	Iteration 43Q: 3 clusters Score -605486.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -605506.312500 Penalty: 2801.301270
	Iteration 44Q: 3 clusters Score -605506.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -605520.750000 Penalty: 2801.301270
	Iteration 45Q: 3 clusters Score -605520.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -605528.187500 Penalty: 2801.301270
	Iteration 46Q: 3 clusters Score -605528.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -605533.500000 Penalty: 2801.301270
	Iteration 47Q: 3 clusters Score -605533.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -605540.437500 Penalty: 2801.301270
	Iteration 48Q: 3 clusters Score -605540.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -605549.312500 Penalty: 2801.301270
	Iteration 49Q: 3 clusters Score -605549.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -605558.187500 Penalty: 2801.301270
	Iteration 50Q: 3 clusters Score -605558.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -605565.250000 Penalty: 2801.301270
	Iteration 51Q: 3 clusters Score -605565.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -605571.250000 Penalty: 2801.301270
	Iteration 52Q: 3 clusters Score -605571.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -605577.187500 Penalty: 2801.301270
	Iteration 53Q: 3 clusters Score -605577.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -605584.937500 Penalty: 2801.301270
	Iteration 54Q: 3 clusters Score -605584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -605593.000000 Penalty: 2801.301270
	Iteration 55Q: 3 clusters Score -605593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -605601.562500 Penalty: 2801.301270
	Iteration 56Q: 3 clusters Score -605601.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -605608.125000 Penalty: 2801.301270
	Iteration 57Q: 3 clusters Score -605608.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -605610.812500 Penalty: 2801.301270
	Iteration 58Q: 3 clusters Score -605610.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -605611.375000 Penalty: 2801.301270
	Iteration 59Q: 3 clusters Score -605611.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -605615.062500 Penalty: 2801.301270
	Iteration 60F: 3 clusters Score -605615.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -605616.750000 Penalty: 2801.301270
	Iteration 61Q: 3 clusters Score -605616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -605617.125000 Penalty: 2801.301270
	Iteration 62Q: 3 clusters Score -605617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -605617.375000 Penalty: 2801.301270
	Iteration 63Q: 3 clusters Score -605617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -605619.187500 Penalty: 2801.301270
	Iteration 64Q: 3 clusters Score -605619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -605620.437500 Penalty: 2801.301270
	Iteration 65Q: 3 clusters Score -605620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -605620.375000 Penalty: 2801.301270
	Iteration 66Q: 3 clusters Score -605620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -605620.687500 Penalty: 2801.301270
	Iteration 67Q: 3 clusters Score -605620.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -605620.687500 Penalty: 2801.301270
	Iteration 68F: 3 clusters Score -605620.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -102050.875000 Penalty: 1103.938232
	Iteration 0F: 2 clusters Score -102050.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100657.359375 Penalty: 2207.876465
	Iteration 0F: 3 clusters Score -100657.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100888.546875 Penalty: 2207.876465
	Iteration 1F: 3 clusters Score -100888.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100973.304688 Penalty: 2207.876465
	Iteration 2F: 3 clusters Score -100973.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101006.492188 Penalty: 2207.876465
	Iteration 3Q: 3 clusters Score -101006.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -101029.945312 Penalty: 2207.876465
	Iteration 4Q: 3 clusters Score -101029.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101049.304688 Penalty: 2207.876465
	Iteration 5Q: 3 clusters Score -101049.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101069.804688 Penalty: 2207.876465
	Iteration 6Q: 3 clusters Score -101069.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101080.039062 Penalty: 2207.876465
	Iteration 7Q: 3 clusters Score -101080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101085.140625 Penalty: 2207.876465
	Iteration 8Q: 3 clusters Score -101085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101090.648438 Penalty: 2207.876465
	Iteration 9Q: 3 clusters Score -101090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101095.234375 Penalty: 2207.876465
	Iteration 10Q: 3 clusters Score -101095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101096.695312 Penalty: 2207.876465
	Iteration 11Q: 3 clusters Score -101096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101098.054688 Penalty: 2207.876465
	Iteration 12Q: 3 clusters Score -101098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101098.054688 Penalty: 2207.876465
	Iteration 13F: 3 clusters Score -101098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 97211 members 
Mstep: Class 3 contains 67924 members 
Mstep: Class 4 contains 4182 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 393 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 28315 members 
Mstep: Class 10 contains 2851 members 
Mstep: Class 11 contains 11282 members 
Mstep: Class 12 contains 107703 members 
Mstep: Class 13 contains 3890 members 
Mstep: Class 14 contains 87300 members 
Mstep: Class 15 contains 27615 members 
Mstep: Class 16 contains 250 members 
Mstep: Class 17 contains 32537 members 
Mstep: Class 18 contains 13895 members 
Mstep: Class 19 contains 13459 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17223 members 
Mstep: Class 22 contains 81690 members 
Mstep: Class 23 contains 142031 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202352.000000 Penalty: 55007.320312
Iteration 119Q: 26 clusters Score -8.620235e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 97115 members 
Mstep: Class 3 contains 67928 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 9 contains 28313 members 
Mstep: Class 10 contains 2891 members 
Mstep: Class 11 contains 11283 members 
Mstep: Class 12 contains 107760 members 
Mstep: Class 13 contains 3890 members 
Mstep: Class 14 contains 87443 members 
Mstep: Class 15 contains 27620 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 32540 members 
Mstep: Class 18 contains 13870 members 
Mstep: Class 19 contains 13464 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17199 members 
Mstep: Class 22 contains 81682 members 
Mstep: Class 23 contains 142003 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202464.000000 Penalty: 55007.320312
Iteration 120F: 26 clusters Score -8.620246e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 97009 members 
Mstep: Class 3 contains 67919 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 394 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3764 members 
Mstep: Class 9 contains 28311 members 
Mstep: Class 10 contains 2928 members 
Mstep: Class 11 contains 11284 members 
Mstep: Class 12 contains 107815 members 
Mstep: Class 13 contains 3889 members 
Mstep: Class 14 contains 87597 members 
Mstep: Class 15 contains 27625 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 32543 members 
Mstep: Class 18 contains 13852 members 
Mstep: Class 19 contains 13468 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17177 members 
Mstep: Class 22 contains 81673 members 
Mstep: Class 23 contains 141985 members 
Mstep: Class 24 contains 5537 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202672.000000 Penalty: 55007.320312
Iteration 121Q: 26 clusters Score -8.620267e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 96898 members 
Mstep: Class 3 contains 67908 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 397 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3763 members 
Mstep: Class 9 contains 28309 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 11285 members 
Mstep: Class 12 contains 107885 members 
Mstep: Class 13 contains 3890 members 
Mstep: Class 14 contains 87750 members 
Mstep: Class 15 contains 27625 members 
Mstep: Class 16 contains 220 members 
Mstep: Class 17 contains 32551 members 
Mstep: Class 18 contains 13827 members 
Mstep: Class 19 contains 13470 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17159 members 
Mstep: Class 22 contains 81674 members 
Mstep: Class 23 contains 141958 members 
Mstep: Class 24 contains 5537 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202952.000000 Penalty: 55007.320312
Iteration 122Q: 26 clusters Score -8.620295e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 96801 members 
Mstep: Class 3 contains 67900 members 
Mstep: Class 4 contains 4191 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 28325 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 11287 members 
Mstep: Class 12 contains 107956 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 87871 members 
Mstep: Class 15 contains 27632 members 
Mstep: Class 16 contains 197 members 
Mstep: Class 17 contains 32547 members 
Mstep: Class 18 contains 13805 members 
Mstep: Class 19 contains 13477 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17137 members 
Mstep: Class 22 contains 81690 members 
Mstep: Class 23 contains 141921 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202824.000000 Penalty: 55007.320312
Iteration 123Q: 26 clusters Score -8.620282e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 96709 members 
Mstep: Class 3 contains 67903 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 28349 members 
Mstep: Class 10 contains 3060 members 
Mstep: Class 11 contains 11288 members 
Mstep: Class 12 contains 108028 members 
Mstep: Class 13 contains 3886 members 
Mstep: Class 14 contains 87993 members 
Mstep: Class 15 contains 27640 members 
Mstep: Class 16 contains 181 members 
Mstep: Class 17 contains 32551 members 
Mstep: Class 18 contains 13766 members 
Mstep: Class 19 contains 13482 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17115 members 
Mstep: Class 22 contains 81702 members 
Mstep: Class 23 contains 141879 members 
Mstep: Class 24 contains 5542 members 
Mstep: Class 25 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202832.000000 Penalty: 55007.320312
Iteration 124Q: 26 clusters Score -8.620283e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 96627 members 
Mstep: Class 3 contains 67903 members 
Mstep: Class 4 contains 4194 members 
Mstep: Class 5 contains 2831 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 28367 members 
Mstep: Class 10 contains 3133 members 
Mstep: Class 11 contains 11290 members 
Mstep: Class 12 contains 108134 members 
Mstep: Class 13 contains 3883 members 
Mstep: Class 14 contains 88121 members 
Mstep: Class 15 contains 27643 members 
Mstep: Class 16 contains 174 members 
Mstep: Class 17 contains 32546 members 
Mstep: Class 18 contains 13701 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17090 members 
Mstep: Class 22 contains 81692 members 
Mstep: Class 23 contains 141851 members 
Mstep: Class 24 contains 5539 members 
Mstep: Class 25 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202800.000000 Penalty: 55007.320312
Iteration 125Q: 26 clusters Score -8.62028e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 96526 members 
Mstep: Class 3 contains 67895 members 
Mstep: Class 4 contains 4200 members 
Mstep: Class 5 contains 2837 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3745 members 
Mstep: Class 9 contains 28380 members 
Mstep: Class 10 contains 3211 members 
Mstep: Class 11 contains 11290 members 
Mstep: Class 12 contains 108217 members 
Mstep: Class 13 contains 3879 members 
Mstep: Class 14 contains 88286 members 
Mstep: Class 15 contains 27638 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 32552 members 
Mstep: Class 18 contains 13633 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17072 members 
Mstep: Class 22 contains 81671 members 
Mstep: Class 23 contains 141839 members 
Mstep: Class 24 contains 5545 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203024.000000 Penalty: 55007.320312
Iteration 126Q: 26 clusters Score -8.620302e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 96464 members 
Mstep: Class 3 contains 67890 members 
Mstep: Class 4 contains 4205 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3739 members 
Mstep: Class 9 contains 28396 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 11291 members 
Mstep: Class 12 contains 108288 members 
Mstep: Class 13 contains 3875 members 
Mstep: Class 14 contains 88456 members 
Mstep: Class 15 contains 27641 members 
Mstep: Class 16 contains 166 members 
Mstep: Class 17 contains 32558 members 
Mstep: Class 18 contains 13556 members 
Mstep: Class 19 contains 13486 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17049 members 
Mstep: Class 22 contains 81636 members 
Mstep: Class 23 contains 141818 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202880.000000 Penalty: 55007.320312
Iteration 127Q: 26 clusters Score -8.620288e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 96410 members 
Mstep: Class 3 contains 67893 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 2846 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3731 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 11295 members 
Mstep: Class 12 contains 108360 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 88605 members 
Mstep: Class 15 contains 27639 members 
Mstep: Class 16 contains 160 members 
Mstep: Class 17 contains 32562 members 
Mstep: Class 18 contains 13484 members 
Mstep: Class 19 contains 13485 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 17019 members 
Mstep: Class 22 contains 81601 members 
Mstep: Class 23 contains 141806 members 
Mstep: Class 24 contains 5539 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203016.000000 Penalty: 55007.320312
Iteration 128Q: 26 clusters Score -8.620302e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 96320 members 
Mstep: Class 3 contains 67895 members 
Mstep: Class 4 contains 4210 members 
Mstep: Class 5 contains 2849 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3723 members 
Mstep: Class 9 contains 28420 members 
Mstep: Class 10 contains 3461 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 108434 members 
Mstep: Class 13 contains 3870 members 
Mstep: Class 14 contains 88735 members 
Mstep: Class 15 contains 27644 members 
Mstep: Class 16 contains 158 members 
Mstep: Class 17 contains 32569 members 
Mstep: Class 18 contains 13443 members 
Mstep: Class 19 contains 13485 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16996 members 
Mstep: Class 22 contains 81581 members 
Mstep: Class 23 contains 141786 members 
Mstep: Class 24 contains 5544 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203016.000000 Penalty: 55007.320312
Iteration 129Q: 26 clusters Score -8.620302e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 67894 members 
Mstep: Class 4 contains 4216 members 
Mstep: Class 5 contains 2854 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3722 members 
Mstep: Class 9 contains 28425 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 11293 members 
Mstep: Class 12 contains 108501 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 88853 members 
Mstep: Class 15 contains 27644 members 
Mstep: Class 16 contains 155 members 
Mstep: Class 17 contains 32587 members 
Mstep: Class 18 contains 13395 members 
Mstep: Class 19 contains 13486 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16975 members 
Mstep: Class 22 contains 81556 members 
Mstep: Class 23 contains 141780 members 
Mstep: Class 24 contains 5547 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203136.000000 Penalty: 55007.320312
Iteration 130Q: 26 clusters Score -8.620314e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 96170 members 
Mstep: Class 3 contains 67900 members 
Mstep: Class 4 contains 4219 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 28424 members 
Mstep: Class 10 contains 3628 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 108598 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 88979 members 
Mstep: Class 15 contains 27636 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 32605 members 
Mstep: Class 18 contains 13320 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16954 members 
Mstep: Class 22 contains 81517 members 
Mstep: Class 23 contains 141764 members 
Mstep: Class 24 contains 5547 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203200.000000 Penalty: 55007.320312
Iteration 131Q: 26 clusters Score -8.62032e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 96147 members 
Mstep: Class 3 contains 67890 members 
Mstep: Class 4 contains 4222 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3721 members 
Mstep: Class 9 contains 28419 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 11298 members 
Mstep: Class 12 contains 108674 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 89098 members 
Mstep: Class 15 contains 27626 members 
Mstep: Class 16 contains 150 members 
Mstep: Class 17 contains 32617 members 
Mstep: Class 18 contains 13246 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16938 members 
Mstep: Class 22 contains 81481 members 
Mstep: Class 23 contains 141739 members 
Mstep: Class 24 contains 5543 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203400.000000 Penalty: 55007.320312
Iteration 132Q: 26 clusters Score -8.62034e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 96127 members 
Mstep: Class 3 contains 67881 members 
Mstep: Class 4 contains 4230 members 
Mstep: Class 5 contains 2861 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3727 members 
Mstep: Class 9 contains 28418 members 
Mstep: Class 10 contains 3802 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 108776 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 89215 members 
Mstep: Class 15 contains 27619 members 
Mstep: Class 16 contains 148 members 
Mstep: Class 17 contains 32620 members 
Mstep: Class 18 contains 13141 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16917 members 
Mstep: Class 22 contains 81454 members 
Mstep: Class 23 contains 141703 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203328.000000 Penalty: 55007.320312
Iteration 133Q: 26 clusters Score -8.620333e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 96086 members 
Mstep: Class 3 contains 67868 members 
Mstep: Class 4 contains 4241 members 
Mstep: Class 5 contains 2864 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3726 members 
Mstep: Class 9 contains 28412 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 11293 members 
Mstep: Class 12 contains 108850 members 
Mstep: Class 13 contains 3861 members 
Mstep: Class 14 contains 89346 members 
Mstep: Class 15 contains 27619 members 
Mstep: Class 16 contains 148 members 
Mstep: Class 17 contains 32626 members 
Mstep: Class 18 contains 13062 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16897 members 
Mstep: Class 22 contains 81434 members 
Mstep: Class 23 contains 141668 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203320.000000 Penalty: 55007.320312
Iteration 134Q: 26 clusters Score -8.620332e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 96020 members 
Mstep: Class 3 contains 67838 members 
Mstep: Class 4 contains 4246 members 
Mstep: Class 5 contains 2870 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3727 members 
Mstep: Class 9 contains 28388 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 11293 members 
Mstep: Class 12 contains 108905 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 89463 members 
Mstep: Class 15 contains 27626 members 
Mstep: Class 16 contains 146 members 
Mstep: Class 17 contains 32632 members 
Mstep: Class 18 contains 13001 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16884 members 
Mstep: Class 22 contains 81433 members 
Mstep: Class 23 contains 141665 members 
Mstep: Class 24 contains 5536 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203496.000000 Penalty: 55007.320312
Iteration 135Q: 26 clusters Score -8.62035e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 95964 members 
Mstep: Class 3 contains 67819 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 2873 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 28389 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 11294 members 
Mstep: Class 12 contains 108969 members 
Mstep: Class 13 contains 3855 members 
Mstep: Class 14 contains 89561 members 
Mstep: Class 15 contains 27627 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 32637 members 
Mstep: Class 18 contains 12948 members 
Mstep: Class 19 contains 13484 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16865 members 
Mstep: Class 22 contains 81436 members 
Mstep: Class 23 contains 141646 members 
Mstep: Class 24 contains 5536 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203664.000000 Penalty: 55007.320312
Iteration 136Q: 26 clusters Score -8.620366e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 95909 members 
Mstep: Class 3 contains 67800 members 
Mstep: Class 4 contains 4255 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 28380 members 
Mstep: Class 10 contains 4076 members 
Mstep: Class 11 contains 11294 members 
Mstep: Class 12 contains 109043 members 
Mstep: Class 13 contains 3852 members 
Mstep: Class 14 contains 89657 members 
Mstep: Class 15 contains 27620 members 
Mstep: Class 16 contains 143 members 
Mstep: Class 17 contains 32640 members 
Mstep: Class 18 contains 12896 members 
Mstep: Class 19 contains 13480 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16842 members 
Mstep: Class 22 contains 81435 members 
Mstep: Class 23 contains 141642 members 
Mstep: Class 24 contains 5535 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203688.000000 Penalty: 55007.320312
Iteration 137Q: 26 clusters Score -8.620369e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 95871 members 
Mstep: Class 3 contains 67788 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 2878 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3731 members 
Mstep: Class 9 contains 28361 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 11 contains 11293 members 
Mstep: Class 12 contains 109120 members 
Mstep: Class 13 contains 3849 members 
Mstep: Class 14 contains 89738 members 
Mstep: Class 15 contains 27625 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 32642 members 
Mstep: Class 18 contains 12829 members 
Mstep: Class 19 contains 13477 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16828 members 
Mstep: Class 22 contains 81453 members 
Mstep: Class 23 contains 141599 members 
Mstep: Class 24 contains 5530 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203864.000000 Penalty: 55007.320312
Iteration 138Q: 26 clusters Score -8.620386e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 95876 members 
Mstep: Class 3 contains 67768 members 
Mstep: Class 4 contains 4258 members 
Mstep: Class 5 contains 2881 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3731 members 
Mstep: Class 9 contains 28343 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 11291 members 
Mstep: Class 12 contains 109165 members 
Mstep: Class 13 contains 3844 members 
Mstep: Class 14 contains 89805 members 
Mstep: Class 15 contains 27622 members 
Mstep: Class 16 contains 140 members 
Mstep: Class 17 contains 32638 members 
Mstep: Class 18 contains 12776 members 
Mstep: Class 19 contains 13478 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16817 members 
Mstep: Class 22 contains 81480 members 
Mstep: Class 23 contains 141557 members 
Mstep: Class 24 contains 5526 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203904.000000 Penalty: 55007.320312
Iteration 139Q: 26 clusters Score -8.62039e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 67756 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 2884 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 28324 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 11290 members 
Mstep: Class 12 contains 109223 members 
Mstep: Class 13 contains 3838 members 
Mstep: Class 14 contains 89855 members 
Mstep: Class 15 contains 27616 members 
Mstep: Class 16 contains 140 members 
Mstep: Class 17 contains 32644 members 
Mstep: Class 18 contains 12718 members 
Mstep: Class 19 contains 13480 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16802 members 
Mstep: Class 22 contains 81517 members 
Mstep: Class 23 contains 141512 members 
Mstep: Class 24 contains 5521 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204008.000000 Penalty: 55007.320312
Iteration 140F: 26 clusters Score -8.620401e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 95838 members 
Mstep: Class 3 contains 67748 members 
Mstep: Class 4 contains 4255 members 
Mstep: Class 5 contains 2888 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 28309 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 11291 members 
Mstep: Class 12 contains 109271 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 89916 members 
Mstep: Class 15 contains 27618 members 
Mstep: Class 16 contains 141 members 
Mstep: Class 17 contains 32643 members 
Mstep: Class 18 contains 12649 members 
Mstep: Class 19 contains 13478 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16783 members 
Mstep: Class 22 contains 81568 members 
Mstep: Class 23 contains 141475 members 
Mstep: Class 24 contains 5519 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204264.000000 Penalty: 55007.320312
Iteration 141Q: 26 clusters Score -8.620426e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 95799 members 
Mstep: Class 3 contains 67733 members 
Mstep: Class 4 contains 4256 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 28285 members 
Mstep: Class 10 contains 4326 members 
Mstep: Class 11 contains 11292 members 
Mstep: Class 12 contains 109274 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 89993 members 
Mstep: Class 15 contains 27618 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 32637 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 19 contains 13479 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16772 members 
Mstep: Class 22 contains 81632 members 
Mstep: Class 23 contains 141449 members 
Mstep: Class 24 contains 5519 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204344.000000 Penalty: 55007.320312
Iteration 142Q: 26 clusters Score -8.620434e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 95736 members 
Mstep: Class 3 contains 67727 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 2899 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 28275 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 109273 members 
Mstep: Class 13 contains 3833 members 
Mstep: Class 14 contains 90096 members 
Mstep: Class 15 contains 27614 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 32629 members 
Mstep: Class 18 contains 12565 members 
Mstep: Class 19 contains 13483 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16766 members 
Mstep: Class 22 contains 81701 members 
Mstep: Class 23 contains 141386 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204408.000000 Penalty: 55007.320312
Iteration 143Q: 26 clusters Score -8.620441e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 95666 members 
Mstep: Class 3 contains 67726 members 
Mstep: Class 4 contains 4257 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 28260 members 
Mstep: Class 10 contains 4402 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 109274 members 
Mstep: Class 13 contains 3833 members 
Mstep: Class 14 contains 90182 members 
Mstep: Class 15 contains 27612 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 32632 members 
Mstep: Class 18 contains 12536 members 
Mstep: Class 19 contains 13486 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16761 members 
Mstep: Class 22 contains 81759 members 
Mstep: Class 23 contains 141332 members 
Mstep: Class 24 contains 5519 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204496.000000 Penalty: 55007.320312
Iteration 144Q: 26 clusters Score -8.62045e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 95609 members 
Mstep: Class 3 contains 67712 members 
Mstep: Class 4 contains 4258 members 
Mstep: Class 5 contains 2905 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 28234 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 11287 members 
Mstep: Class 12 contains 109269 members 
Mstep: Class 13 contains 3832 members 
Mstep: Class 14 contains 90285 members 
Mstep: Class 15 contains 27608 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 32625 members 
Mstep: Class 18 contains 12509 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16751 members 
Mstep: Class 22 contains 81818 members 
Mstep: Class 23 contains 141291 members 
Mstep: Class 24 contains 5517 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204456.000000 Penalty: 55007.320312
Iteration 145Q: 26 clusters Score -8.620446e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 95549 members 
Mstep: Class 3 contains 67705 members 
Mstep: Class 4 contains 4259 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 28209 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 11283 members 
Mstep: Class 12 contains 109289 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 90369 members 
Mstep: Class 15 contains 27607 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 32607 members 
Mstep: Class 18 contains 12480 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16740 members 
Mstep: Class 22 contains 81869 members 
Mstep: Class 23 contains 141261 members 
Mstep: Class 24 contains 5521 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204472.000000 Penalty: 55007.320312
Iteration 146Q: 26 clusters Score -8.620447e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 95472 members 
Mstep: Class 3 contains 67706 members 
Mstep: Class 4 contains 4261 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 28188 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 11279 members 
Mstep: Class 12 contains 109339 members 
Mstep: Class 13 contains 3829 members 
Mstep: Class 14 contains 90470 members 
Mstep: Class 15 contains 27613 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 32591 members 
Mstep: Class 18 contains 12436 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16728 members 
Mstep: Class 22 contains 81889 members 
Mstep: Class 23 contains 141217 members 
Mstep: Class 24 contains 5528 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204488.000000 Penalty: 55007.320312
Iteration 147Q: 26 clusters Score -8.620449e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 95364 members 
Mstep: Class 3 contains 67715 members 
Mstep: Class 4 contains 4263 members 
Mstep: Class 5 contains 2908 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3726 members 
Mstep: Class 9 contains 28171 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 11277 members 
Mstep: Class 12 contains 109360 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 90603 members 
Mstep: Class 15 contains 27610 members 
Mstep: Class 16 contains 139 members 
Mstep: Class 17 contains 32590 members 
Mstep: Class 18 contains 12384 members 
Mstep: Class 19 contains 13496 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16709 members 
Mstep: Class 22 contains 81937 members 
Mstep: Class 23 contains 141185 members 
Mstep: Class 24 contains 5527 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204432.000000 Penalty: 55007.320312
Iteration 148Q: 26 clusters Score -8.620443e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 95275 members 
Mstep: Class 3 contains 67717 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 5 contains 2912 members 
Mstep: Class 6 contains 398 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3719 members 
Mstep: Class 9 contains 28155 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 11275 members 
Mstep: Class 12 contains 109384 members 
Mstep: Class 13 contains 3821 members 
Mstep: Class 14 contains 90742 members 
Mstep: Class 15 contains 27591 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 32594 members 
Mstep: Class 18 contains 12325 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16686 members 
Mstep: Class 22 contains 81982 members 
Mstep: Class 23 contains 141167 members 
Mstep: Class 24 contains 5527 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204488.000000 Penalty: 55007.320312
Iteration 149Q: 26 clusters Score -8.620449e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 95183 members 
Mstep: Class 3 contains 67726 members 
Mstep: Class 4 contains 4268 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 28142 members 
Mstep: Class 10 contains 4578 members 
Mstep: Class 11 contains 11275 members 
Mstep: Class 12 contains 109388 members 
Mstep: Class 13 contains 3816 members 
Mstep: Class 14 contains 90884 members 
Mstep: Class 15 contains 27575 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 32597 members 
Mstep: Class 18 contains 12286 members 
Mstep: Class 19 contains 13492 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16670 members 
Mstep: Class 22 contains 82032 members 
Mstep: Class 23 contains 141126 members 
Mstep: Class 24 contains 5530 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204616.000000 Penalty: 55007.320312
Iteration 150Q: 26 clusters Score -8.620462e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 95099 members 
Mstep: Class 3 contains 67728 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 28134 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 11273 members 
Mstep: Class 12 contains 109408 members 
Mstep: Class 13 contains 3815 members 
Mstep: Class 14 contains 90995 members 
Mstep: Class 15 contains 27568 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 32605 members 
Mstep: Class 18 contains 12272 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16655 members 
Mstep: Class 22 contains 82074 members 
Mstep: Class 23 contains 141065 members 
Mstep: Class 24 contains 5528 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204504.000000 Penalty: 55007.320312
Iteration 151Q: 26 clusters Score -8.62045e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 94986 members 
Mstep: Class 3 contains 67728 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 399 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 28137 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 11272 members 
Mstep: Class 12 contains 109450 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 91115 members 
Mstep: Class 15 contains 27557 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 32601 members 
Mstep: Class 18 contains 12258 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16645 members 
Mstep: Class 22 contains 82121 members 
Mstep: Class 23 contains 140997 members 
Mstep: Class 24 contains 5522 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204584.000000 Penalty: 55007.320312
Iteration 152Q: 26 clusters Score -8.620458e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 94860 members 
Mstep: Class 3 contains 67726 members 
Mstep: Class 4 contains 4287 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 28141 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 11267 members 
Mstep: Class 12 contains 109488 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 91247 members 
Mstep: Class 15 contains 27545 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 32606 members 
Mstep: Class 18 contains 12245 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16638 members 
Mstep: Class 22 contains 82165 members 
Mstep: Class 23 contains 140926 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204704.000000 Penalty: 55007.320312
Iteration 153Q: 26 clusters Score -8.62047e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 94731 members 
Mstep: Class 3 contains 67726 members 
Mstep: Class 4 contains 4294 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 28132 members 
Mstep: Class 10 contains 4615 members 
Mstep: Class 11 contains 11265 members 
Mstep: Class 12 contains 109523 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 91385 members 
Mstep: Class 15 contains 27537 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 32609 members 
Mstep: Class 18 contains 12219 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16630 members 
Mstep: Class 22 contains 82205 members 
Mstep: Class 23 contains 140875 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204912.000000 Penalty: 55007.320312
Iteration 154Q: 26 clusters Score -8.620491e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 94596 members 
Mstep: Class 3 contains 67733 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 28125 members 
Mstep: Class 10 contains 4628 members 
Mstep: Class 11 contains 11265 members 
Mstep: Class 12 contains 109542 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 91529 members 
Mstep: Class 15 contains 27533 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 32610 members 
Mstep: Class 18 contains 12180 members 
Mstep: Class 19 contains 13486 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16627 members 
Mstep: Class 22 contains 82247 members 
Mstep: Class 23 contains 140828 members 
Mstep: Class 24 contains 5517 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204904.000000 Penalty: 55007.320312
Iteration 155Q: 26 clusters Score -8.62049e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 94471 members 
Mstep: Class 3 contains 67749 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 28119 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 11 contains 11265 members 
Mstep: Class 12 contains 109568 members 
Mstep: Class 13 contains 3813 members 
Mstep: Class 14 contains 91665 members 
Mstep: Class 15 contains 27524 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 32614 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13485 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16623 members 
Mstep: Class 22 contains 82295 members 
Mstep: Class 23 contains 140778 members 
Mstep: Class 24 contains 5515 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204864.000000 Penalty: 55007.320312
Iteration 156Q: 26 clusters Score -8.620486e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 94346 members 
Mstep: Class 3 contains 67772 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 402 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 28108 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 11266 members 
Mstep: Class 12 contains 109583 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 91784 members 
Mstep: Class 15 contains 27518 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 32618 members 
Mstep: Class 18 contains 12107 members 
Mstep: Class 19 contains 13485 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16606 members 
Mstep: Class 22 contains 82363 members 
Mstep: Class 23 contains 140739 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204704.000000 Penalty: 55007.320312
Iteration 157Q: 26 clusters Score -8.62047e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 94206 members 
Mstep: Class 3 contains 67784 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 402 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 28103 members 
Mstep: Class 10 contains 4670 members 
Mstep: Class 11 contains 11269 members 
Mstep: Class 12 contains 109629 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 91915 members 
Mstep: Class 15 contains 27520 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 32615 members 
Mstep: Class 18 contains 12070 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16593 members 
Mstep: Class 22 contains 82405 members 
Mstep: Class 23 contains 140694 members 
Mstep: Class 24 contains 5510 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204800.000000 Penalty: 55007.320312
Iteration 158Q: 26 clusters Score -8.62048e+07 nChanged 876
Entering ConstructFrom: 
Score: -86204800.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -434392.125000 Penalty: 1352.428589
	Iteration 0F: 2 clusters Score -434392.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -431018.031250 Penalty: 2704.857178
	Iteration 0F: 3 clusters Score -431018 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -431993.937500 Penalty: 2704.857178
	Iteration 1F: 3 clusters Score -431993.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -432231.562500 Penalty: 2704.857178
	Iteration 2F: 3 clusters Score -432231.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -432381.625000 Penalty: 2704.857178
	Iteration 3F: 3 clusters Score -432381.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -432477.125000 Penalty: 2704.857178
	Iteration 4Q: 3 clusters Score -432477.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -432583.031250 Penalty: 2704.857178
	Iteration 5Q: 3 clusters Score -432583 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -432669.406250 Penalty: 2704.857178
	Iteration 6Q: 3 clusters Score -432669.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -432744.312500 Penalty: 2704.857178
	Iteration 7Q: 3 clusters Score -432744.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -432817.625000 Penalty: 2704.857178
	Iteration 8Q: 3 clusters Score -432817.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -432882.906250 Penalty: 2704.857178
	Iteration 9Q: 3 clusters Score -432882.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -432959.937500 Penalty: 2704.857178
	Iteration 10Q: 3 clusters Score -432959.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -433038.843750 Penalty: 2704.857178
	Iteration 11Q: 3 clusters Score -433038.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -433113.281250 Penalty: 2704.857178
	Iteration 12Q: 3 clusters Score -433113.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -433175.343750 Penalty: 2704.857178
	Iteration 13Q: 3 clusters Score -433175.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -433232.156250 Penalty: 2704.857178
	Iteration 14Q: 3 clusters Score -433232.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -433274.625000 Penalty: 2704.857178
	Iteration 15Q: 3 clusters Score -433274.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -433308.031250 Penalty: 2704.857178
	Iteration 16Q: 3 clusters Score -433308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -433342.031250 Penalty: 2704.857178
	Iteration 17Q: 3 clusters Score -433342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -433365.156250 Penalty: 2704.857178
	Iteration 18Q: 3 clusters Score -433365.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -433378.125000 Penalty: 2704.857178
	Iteration 19Q: 3 clusters Score -433378.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -433390.656250 Penalty: 2704.857178
	Iteration 20F: 3 clusters Score -433390.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -433396.218750 Penalty: 2704.857178
	Iteration 21Q: 3 clusters Score -433396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -433404.343750 Penalty: 2704.857178
	Iteration 22Q: 3 clusters Score -433404.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -433409.468750 Penalty: 2704.857178
	Iteration 23Q: 3 clusters Score -433409.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -433414.906250 Penalty: 2704.857178
	Iteration 24Q: 3 clusters Score -433414.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -433419.562500 Penalty: 2704.857178
	Iteration 25Q: 3 clusters Score -433419.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -433424.000000 Penalty: 2704.857178
	Iteration 26Q: 3 clusters Score -433424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -433428.937500 Penalty: 2704.857178
	Iteration 27Q: 3 clusters Score -433428.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -433433.875000 Penalty: 2704.857178
	Iteration 28Q: 3 clusters Score -433433.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -433438.312500 Penalty: 2704.857178
	Iteration 29Q: 3 clusters Score -433438.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -433441.218750 Penalty: 2704.857178
	Iteration 30Q: 3 clusters Score -433441.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -433443.656250 Penalty: 2704.857178
	Iteration 31Q: 3 clusters Score -433443.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -433445.375000 Penalty: 2704.857178
	Iteration 32Q: 3 clusters Score -433445.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -433449.375000 Penalty: 2704.857178
	Iteration 33Q: 3 clusters Score -433449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -433449.375000 Penalty: 2704.857178
	Iteration 34Q: 3 clusters Score -433449.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -433450.843750 Penalty: 2704.857178
	Iteration 35Q: 3 clusters Score -433450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -433452.281250 Penalty: 2704.857178
	Iteration 36Q: 3 clusters Score -433452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -433452.187500 Penalty: 2704.857178
	Iteration 37Q: 3 clusters Score -433452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -433452.718750 Penalty: 2704.857178
	Iteration 38Q: 3 clusters Score -433452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -433453.000000 Penalty: 2704.857178
	Iteration 39Q: 3 clusters Score -433453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -433453.281250 Penalty: 2704.857178
	Iteration 40F: 3 clusters Score -433453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -433454.281250 Penalty: 2704.857178
	Iteration 41Q: 3 clusters Score -433454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -433454.281250 Penalty: 2704.857178
	Iteration 42F: 3 clusters Score -433454.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Entering Unmasked Estep 
Score: -10956141.000000 Penalty: 1860.937378
	Iteration 0F: 2 clusters Score -1.095614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -10895584.000000 Penalty: 3721.874756
	Iteration 0F: 3 clusters Score -1.089558e+07 nChanged 44727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -10921630.000000 Penalty: 3721.874756
	Iteration 1F: 3 clusters Score -1.092163e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -10922549.000000 Penalty: 3721.874756
	Iteration 2Q: 3 clusters Score -1.092255e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -10923747.000000 Penalty: 3721.874756
	Iteration 3Q: 3 clusters Score -1.092375e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -10925533.000000 Penalty: 3721.874756
	Iteration 4Q: 3 clusters Score -1.092553e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -10927726.000000 Penalty: 3721.874756
	Iteration 5Q: 3 clusters Score -1.092773e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -10930281.000000 Penalty: 3721.874756
	Iteration 6F: 3 clusters Score -1.093028e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -10933162.000000 Penalty: 3721.874756
	Iteration 7F: 3 clusters Score -1.093316e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -10936232.000000 Penalty: 3721.874756
	Iteration 8F: 3 clusters Score -1.093623e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -10939328.000000 Penalty: 3721.874756
	Iteration 9F: 3 clusters Score -1.093933e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -10942121.000000 Penalty: 3721.874756
	Iteration 10Q: 3 clusters Score -1.094212e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -10944090.000000 Penalty: 3721.874756
	Iteration 11Q: 3 clusters Score -1.094409e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -10945203.000000 Penalty: 3721.874756
	Iteration 12Q: 3 clusters Score -1.09452e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -10946014.000000 Penalty: 3721.874756
	Iteration 13Q: 3 clusters Score -1.094601e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -10946440.000000 Penalty: 3721.874756
	Iteration 14Q: 3 clusters Score -1.094644e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -10946762.000000 Penalty: 3721.874756
	Iteration 15Q: 3 clusters Score -1.094676e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -10947083.000000 Penalty: 3721.874756
	Iteration 16Q: 3 clusters Score -1.094708e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -10947381.000000 Penalty: 3721.874756
	Iteration 17Q: 3 clusters Score -1.094738e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -10947573.000000 Penalty: 3721.874756
	Iteration 18Q: 3 clusters Score -1.094757e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -10947727.000000 Penalty: 3721.874756
	Iteration 19Q: 3 clusters Score -1.094773e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -10947936.000000 Penalty: 3721.874756
	Iteration 20F: 3 clusters Score -1.094794e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -10948059.000000 Penalty: 3721.874756
	Iteration 21Q: 3 clusters Score -1.094806e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -10948215.000000 Penalty: 3721.874756
	Iteration 22Q: 3 clusters Score -1.094822e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -10948358.000000 Penalty: 3721.874756
	Iteration 23Q: 3 clusters Score -1.094836e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -10948400.000000 Penalty: 3721.874756
	Iteration 24Q: 3 clusters Score -1.09484e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -10948539.000000 Penalty: 3721.874756
	Iteration 25Q: 3 clusters Score -1.094854e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -10948579.000000 Penalty: 3721.874756
	Iteration 26Q: 3 clusters Score -1.094858e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -10948685.000000 Penalty: 3721.874756
	Iteration 27Q: 3 clusters Score -1.094868e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -10948712.000000 Penalty: 3721.874756
	Iteration 28Q: 3 clusters Score -1.094871e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -10948773.000000 Penalty: 3721.874756
	Iteration 29Q: 3 clusters Score -1.094877e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -10948802.000000 Penalty: 3721.874756
	Iteration 30Q: 3 clusters Score -1.09488e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -10948847.000000 Penalty: 3721.874756
	Iteration 31Q: 3 clusters Score -1.094885e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -10948866.000000 Penalty: 3721.874756
	Iteration 32Q: 3 clusters Score -1.094887e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -10948904.000000 Penalty: 3721.874756
	Iteration 33Q: 3 clusters Score -1.09489e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -10948924.000000 Penalty: 3721.874756
	Iteration 34Q: 3 clusters Score -1.094892e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -10948984.000000 Penalty: 3721.874756
	Iteration 35Q: 3 clusters Score -1.094898e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -10949064.000000 Penalty: 3721.874756
	Iteration 36Q: 3 clusters Score -1.094906e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -10949127.000000 Penalty: 3721.874756
	Iteration 37Q: 3 clusters Score -1.094913e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -10949196.000000 Penalty: 3721.874756
	Iteration 38Q: 3 clusters Score -1.09492e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -10949252.000000 Penalty: 3721.874756
	Iteration 39Q: 3 clusters Score -1.094925e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -10949288.000000 Penalty: 3721.874756
	Iteration 40F: 3 clusters Score -1.094929e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -10949409.000000 Penalty: 3721.874756
	Iteration 41Q: 3 clusters Score -1.094941e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -10949514.000000 Penalty: 3721.874756
	Iteration 42Q: 3 clusters Score -1.094951e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -10949637.000000 Penalty: 3721.874756
	Iteration 43Q: 3 clusters Score -1.094964e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -10949789.000000 Penalty: 3721.874756
	Iteration 44Q: 3 clusters Score -1.094979e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -10949949.000000 Penalty: 3721.874756
	Iteration 45Q: 3 clusters Score -1.094995e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -10950035.000000 Penalty: 3721.874756
	Iteration 46Q: 3 clusters Score -1.095004e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -10950165.000000 Penalty: 3721.874756
	Iteration 47Q: 3 clusters Score -1.095016e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -10950376.000000 Penalty: 3721.874756
	Iteration 48Q: 3 clusters Score -1.095038e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -10950648.000000 Penalty: 3721.874756
	Iteration 49Q: 3 clusters Score -1.095065e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49671 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -10950875.000000 Penalty: 3721.874756
	Iteration 50Q: 3 clusters Score -1.095088e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -10951168.000000 Penalty: 3721.874756
	Iteration 51Q: 3 clusters Score -1.095117e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -10951437.000000 Penalty: 3721.874756
	Iteration 52Q: 3 clusters Score -1.095144e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -10951814.000000 Penalty: 3721.874756
	Iteration 53Q: 3 clusters Score -1.095181e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -10952142.000000 Penalty: 3721.874756
	Iteration 54Q: 3 clusters Score -1.095214e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -10952397.000000 Penalty: 3721.874756
	Iteration 55Q: 3 clusters Score -1.09524e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -10952686.000000 Penalty: 3721.874756
	Iteration 56Q: 3 clusters Score -1.095269e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -10953027.000000 Penalty: 3721.874756
	Iteration 57Q: 3 clusters Score -1.095303e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -10953366.000000 Penalty: 3721.874756
	Iteration 58Q: 3 clusters Score -1.095337e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -10953699.000000 Penalty: 3721.874756
	Iteration 59Q: 3 clusters Score -1.09537e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -10953982.000000 Penalty: 3721.874756
	Iteration 60F: 3 clusters Score -1.095398e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -10954217.000000 Penalty: 3721.874756
	Iteration 61Q: 3 clusters Score -1.095422e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -10954438.000000 Penalty: 3721.874756
	Iteration 62Q: 3 clusters Score -1.095444e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -10954607.000000 Penalty: 3721.874756
	Iteration 63Q: 3 clusters Score -1.095461e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -10954758.000000 Penalty: 3721.874756
	Iteration 64Q: 3 clusters Score -1.095476e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.095489e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.095499e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -10955111.000000 Penalty: 3721.874756
	Iteration 67Q: 3 clusters Score -1.095511e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -10955198.000000 Penalty: 3721.874756
	Iteration 68Q: 3 clusters Score -1.09552e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67681 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -10955265.000000 Penalty: 3721.874756
	Iteration 69Q: 3 clusters Score -1.095526e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -10955296.000000 Penalty: 3721.874756
	Iteration 70Q: 3 clusters Score -1.09553e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -10955356.000000 Penalty: 3721.874756
	Iteration 71Q: 3 clusters Score -1.095536e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -10955376.000000 Penalty: 3721.874756
	Iteration 72Q: 3 clusters Score -1.095538e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -10955399.000000 Penalty: 3721.874756
	Iteration 73Q: 3 clusters Score -1.09554e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -10955446.000000 Penalty: 3721.874756
	Iteration 74Q: 3 clusters Score -1.095545e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -10955495.000000 Penalty: 3721.874756
	Iteration 75Q: 3 clusters Score -1.09555e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.09555e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70641 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -10955554.000000 Penalty: 3721.874756
	Iteration 77Q: 3 clusters Score -1.095555e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -10955544.000000 Penalty: 3721.874756
	Iteration 78Q: 3 clusters Score -1.095554e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -10955558.000000 Penalty: 3721.874756
	Iteration 79Q: 3 clusters Score -1.095556e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -10955572.000000 Penalty: 3721.874756
	Iteration 80F: 3 clusters Score -1.095557e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -10955577.000000 Penalty: 3721.874756
	Iteration 81Q: 3 clusters Score -1.095558e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -10955599.000000 Penalty: 3721.874756
	Iteration 82Q: 3 clusters Score -1.09556e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -10955568.000000 Penalty: 3721.874756
	Iteration 83Q: 3 clusters Score -1.095557e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -10955593.000000 Penalty: 3721.874756
	Iteration 84Q: 3 clusters Score -1.095559e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -10955614.000000 Penalty: 3721.874756
	Iteration 85Q: 3 clusters Score -1.095561e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -10955612.000000 Penalty: 3721.874756
	Iteration 86Q: 3 clusters Score -1.095561e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -10955617.000000 Penalty: 3721.874756
	Iteration 87Q: 3 clusters Score -1.095562e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72958 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -10955605.000000 Penalty: 3721.874756
	Iteration 88Q: 3 clusters Score -1.09556e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -10955597.000000 Penalty: 3721.874756
	Iteration 89Q: 3 clusters Score -1.09556e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -10955616.000000 Penalty: 3721.874756
	Iteration 90Q: 3 clusters Score -1.095562e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -10955600.000000 Penalty: 3721.874756
	Iteration 91Q: 3 clusters Score -1.09556e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -10955618.000000 Penalty: 3721.874756
	Iteration 92Q: 3 clusters Score -1.095562e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -10955621.000000 Penalty: 3721.874756
	Iteration 93Q: 3 clusters Score -1.095562e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -10955614.000000 Penalty: 3721.874756
	Iteration 94Q: 3 clusters Score -1.095561e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73724 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -10955627.000000 Penalty: 3721.874756
	Iteration 95Q: 3 clusters Score -1.095563e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -10955619.000000 Penalty: 3721.874756
	Iteration 96Q: 3 clusters Score -1.095562e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -10955622.000000 Penalty: 3721.874756
	Iteration 97Q: 3 clusters Score -1.095562e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -10955643.000000 Penalty: 3721.874756
	Iteration 98Q: 3 clusters Score -1.095564e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -10955653.000000 Penalty: 3721.874756
	Iteration 99Q: 3 clusters Score -1.095565e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -10955644.000000 Penalty: 3721.874756
	Iteration 100F: 3 clusters Score -1.095564e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -10955643.000000 Penalty: 3721.874756
	Iteration 101Q: 3 clusters Score -1.095564e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -10955641.000000 Penalty: 3721.874756
	Iteration 102Q: 3 clusters Score -1.095564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74164 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -10955644.000000 Penalty: 3721.874756
	Iteration 103Q: 3 clusters Score -1.095564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74189 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -10955654.000000 Penalty: 3721.874756
	Iteration 104Q: 3 clusters Score -1.095565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -10955648.000000 Penalty: 3721.874756
	Iteration 105Q: 3 clusters Score -1.095565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -10955653.000000 Penalty: 3721.874756
	Iteration 106Q: 3 clusters Score -1.095565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -10955657.000000 Penalty: 3721.874756
	Iteration 107Q: 3 clusters Score -1.095566e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -10955643.000000 Penalty: 3721.874756
	Iteration 108Q: 3 clusters Score -1.095564e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -10955651.000000 Penalty: 3721.874756
	Iteration 109Q: 3 clusters Score -1.095565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -10955656.000000 Penalty: 3721.874756
	Iteration 110Q: 3 clusters Score -1.095566e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -10955649.000000 Penalty: 3721.874756
	Iteration 111Q: 3 clusters Score -1.095565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74433 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -10955642.000000 Penalty: 3721.874756
	Iteration 112Q: 3 clusters Score -1.095564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -10955650.000000 Penalty: 3721.874756
	Iteration 113Q: 3 clusters Score -1.095565e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -10955660.000000 Penalty: 3721.874756
	Iteration 114Q: 3 clusters Score -1.095566e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -10955662.000000 Penalty: 3721.874756
	Iteration 115Q: 3 clusters Score -1.095566e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.095566e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.095566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -10955672.000000 Penalty: 3721.874756
	Iteration 118Q: 3 clusters Score -1.095567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -10955698.000000 Penalty: 3721.874756
	Iteration 119Q: 3 clusters Score -1.09557e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -10955696.000000 Penalty: 3721.874756
	Iteration 120F: 3 clusters Score -1.09557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -10955707.000000 Penalty: 3721.874756
	Iteration 121Q: 3 clusters Score -1.095571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -10955704.000000 Penalty: 3721.874756
	Iteration 122Q: 3 clusters Score -1.09557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -10955699.000000 Penalty: 3721.874756
	Iteration 123Q: 3 clusters Score -1.09557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -10955686.000000 Penalty: 3721.874756
	Iteration 124Q: 3 clusters Score -1.095569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.09557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -10955705.000000 Penalty: 3721.874756
	Iteration 126Q: 3 clusters Score -1.09557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74825 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -10955716.000000 Penalty: 3721.874756
	Iteration 127Q: 3 clusters Score -1.095572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.095572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -10955735.000000 Penalty: 3721.874756
	Iteration 129Q: 3 clusters Score -1.095574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -10955727.000000 Penalty: 3721.874756
	Iteration 130Q: 3 clusters Score -1.095573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -10955720.000000 Penalty: 3721.874756
	Iteration 131Q: 3 clusters Score -1.095572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -10955709.000000 Penalty: 3721.874756
	Iteration 132Q: 3 clusters Score -1.095571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -10955713.000000 Penalty: 3721.874756
	Iteration 133Q: 3 clusters Score -1.095571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -10955711.000000 Penalty: 3721.874756
	Iteration 134Q: 3 clusters Score -1.095571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -10955716.000000 Penalty: 3721.874756
	Iteration 135Q: 3 clusters Score -1.095572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74944 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -10955714.000000 Penalty: 3721.874756
	Iteration 136Q: 3 clusters Score -1.095571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -10955717.000000 Penalty: 3721.874756
	Iteration 137Q: 3 clusters Score -1.095572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -10955712.000000 Penalty: 3721.874756
	Iteration 138Q: 3 clusters Score -1.095571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.095571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -10955713.000000 Penalty: 3721.874756
	Iteration 140F: 3 clusters Score -1.095571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.095571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -10955700.000000 Penalty: 3721.874756
	Iteration 142Q: 3 clusters Score -1.09557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -10955695.000000 Penalty: 3721.874756
	Iteration 143Q: 3 clusters Score -1.09557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -10955687.000000 Penalty: 3721.874756
	Iteration 144Q: 3 clusters Score -1.095569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -10955685.000000 Penalty: 3721.874756
	Iteration 145Q: 3 clusters Score -1.095568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -10955688.000000 Penalty: 3721.874756
	Iteration 146Q: 3 clusters Score -1.095569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -10955685.000000 Penalty: 3721.874756
	Iteration 147Q: 3 clusters Score -1.095568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -10955677.000000 Penalty: 3721.874756
	Iteration 148Q: 3 clusters Score -1.095568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -10955680.000000 Penalty: 3721.874756
	Iteration 149Q: 3 clusters Score -1.095568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -10955680.000000 Penalty: 3721.874756
	Iteration 150Q: 3 clusters Score -1.095568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -10955680.000000 Penalty: 3721.874756
	Iteration 151Q: 3 clusters Score -1.095568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -10955683.000000 Penalty: 3721.874756
	Iteration 152Q: 3 clusters Score -1.095568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -10955687.000000 Penalty: 3721.874756
	Iteration 153Q: 3 clusters Score -1.095569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -10955694.000000 Penalty: 3721.874756
	Iteration 154Q: 3 clusters Score -1.095569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -10955707.000000 Penalty: 3721.874756
	Iteration 155Q: 3 clusters Score -1.095571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -10955706.000000 Penalty: 3721.874756
	Iteration 156Q: 3 clusters Score -1.095571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -10955716.000000 Penalty: 3721.874756
	Iteration 157Q: 3 clusters Score -1.095572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -10955712.000000 Penalty: 3721.874756
	Iteration 158Q: 3 clusters Score -1.095571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -10955712.000000 Penalty: 3721.874756
	Iteration 159Q: 3 clusters Score -1.095571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -10955709.000000 Penalty: 3721.874756
	Iteration 160F: 3 clusters Score -1.095571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -10955711.000000 Penalty: 3721.874756
	Iteration 161Q: 3 clusters Score -1.095571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -10955714.000000 Penalty: 3721.874756
	Iteration 162Q: 3 clusters Score -1.095571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -10955710.000000 Penalty: 3721.874756
	Iteration 163Q: 3 clusters Score -1.095571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75181 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -10955710.000000 Penalty: 3721.874756
	Iteration 164Q: 3 clusters Score -1.095571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -10955708.000000 Penalty: 3721.874756
	Iteration 165Q: 3 clusters Score -1.095571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -10955713.000000 Penalty: 3721.874756
	Iteration 166Q: 3 clusters Score -1.095571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -10955706.000000 Penalty: 3721.874756
	Iteration 167Q: 3 clusters Score -1.095571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -10955711.000000 Penalty: 3721.874756
	Iteration 168Q: 3 clusters Score -1.095571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75197 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -10955710.000000 Penalty: 3721.874756
	Iteration 169Q: 3 clusters Score -1.095571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -10955711.000000 Penalty: 3721.874756
	Iteration 170Q: 3 clusters Score -1.095571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -10955721.000000 Penalty: 3721.874756
	Iteration 171Q: 3 clusters Score -1.095572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75205 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -10955720.000000 Penalty: 3721.874756
	Iteration 172Q: 3 clusters Score -1.095572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -10955711.000000 Penalty: 3721.874756
	Iteration 173Q: 3 clusters Score -1.095571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -10955717.000000 Penalty: 3721.874756
	Iteration 174Q: 3 clusters Score -1.095572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -10955718.000000 Penalty: 3721.874756
	Iteration 175Q: 3 clusters Score -1.095572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -10955713.000000 Penalty: 3721.874756
	Iteration 176Q: 3 clusters Score -1.095571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -10955713.000000 Penalty: 3721.874756
	Iteration 177F: 3 clusters Score -1.095571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Entering Unmasked Estep 
Score: -7890923.000000 Penalty: 1807.660767
	Iteration 0F: 2 clusters Score -7890923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -7845596.000000 Penalty: 3615.321533
	Iteration 0F: 3 clusters Score -7845596 nChanged 32198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -7864448.000000 Penalty: 3615.321533
	Iteration 1F: 3 clusters Score -7864448 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -7865457.000000 Penalty: 3615.321533
	Iteration 2Q: 3 clusters Score -7865457 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -7866950.000000 Penalty: 3615.321533
	Iteration 3Q: 3 clusters Score -7866950 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -7869105.000000 Penalty: 3615.321533
	Iteration 4F: 3 clusters Score -7869105 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -7871841.500000 Penalty: 3615.321533
	Iteration 5F: 3 clusters Score -7871842 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -7875124.000000 Penalty: 3615.321533
	Iteration 6F: 3 clusters Score -7875124 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -7878235.000000 Penalty: 3615.321533
	Iteration 7F: 3 clusters Score -7878235 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -7880707.000000 Penalty: 3615.321533
	Iteration 8F: 3 clusters Score -7880707 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -7882277.500000 Penalty: 3615.321533
	Iteration 9Q: 3 clusters Score -7882278 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -7883082.000000 Penalty: 3615.321533
	Iteration 10Q: 3 clusters Score -7883082 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -7883561.000000 Penalty: 3615.321533
	Iteration 11Q: 3 clusters Score -7883561 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -7883984.000000 Penalty: 3615.321533
	Iteration 12Q: 3 clusters Score -7883984 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -7884331.000000 Penalty: 3615.321533
	Iteration 13Q: 3 clusters Score -7884331 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -7884595.500000 Penalty: 3615.321533
	Iteration 14Q: 3 clusters Score -7884596 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -7884891.000000 Penalty: 3615.321533
	Iteration 15Q: 3 clusters Score -7884891 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -7885202.500000 Penalty: 3615.321533
	Iteration 16Q: 3 clusters Score -7885202 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -7885535.500000 Penalty: 3615.321533
	Iteration 17Q: 3 clusters Score -7885536 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -7885915.000000 Penalty: 3615.321533
	Iteration 18Q: 3 clusters Score -7885915 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -7886278.000000 Penalty: 3615.321533
	Iteration 19Q: 3 clusters Score -7886278 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -7886652.500000 Penalty: 3615.321533
	Iteration 20F: 3 clusters Score -7886652 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -7887029.500000 Penalty: 3615.321533
	Iteration 21Q: 3 clusters Score -7887030 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -7887392.500000 Penalty: 3615.321533
	Iteration 22Q: 3 clusters Score -7887392 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -7887742.500000 Penalty: 3615.321533
	Iteration 23Q: 3 clusters Score -7887742 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -7888074.000000 Penalty: 3615.321533
	Iteration 24Q: 3 clusters Score -7888074 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -7888356.000000 Penalty: 3615.321533
	Iteration 25Q: 3 clusters Score -7888356 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -7888577.500000 Penalty: 3615.321533
	Iteration 26Q: 3 clusters Score -7888578 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -7888794.000000 Penalty: 3615.321533
	Iteration 27Q: 3 clusters Score -7888794 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -7888948.500000 Penalty: 3615.321533
	Iteration 28Q: 3 clusters Score -7888948 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -7889089.000000 Penalty: 3615.321533
	Iteration 29Q: 3 clusters Score -7889089 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -7889226.500000 Penalty: 3615.321533
	Iteration 30Q: 3 clusters Score -7889226 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7889358.000000 Penalty: 3615.321533
	Iteration 31Q: 3 clusters Score -7889358 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7889420.500000 Penalty: 3615.321533
	Iteration 32Q: 3 clusters Score -7889420 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7889461.000000 Penalty: 3615.321533
	Iteration 33Q: 3 clusters Score -7889461 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7889489.500000 Penalty: 3615.321533
	Iteration 34Q: 3 clusters Score -7889490 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7889528.500000 Penalty: 3615.321533
	Iteration 35Q: 3 clusters Score -7889528 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7889553.000000 Penalty: 3615.321533
	Iteration 36Q: 3 clusters Score -7889553 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7889578.500000 Penalty: 3615.321533
	Iteration 37Q: 3 clusters Score -7889578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7889616.500000 Penalty: 3615.321533
	Iteration 38Q: 3 clusters Score -7889616 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7889638.000000 Penalty: 3615.321533
	Iteration 39Q: 3 clusters Score -7889638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7889658.000000 Penalty: 3615.321533
	Iteration 40F: 3 clusters Score -7889658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7889687.500000 Penalty: 3615.321533
	Iteration 41Q: 3 clusters Score -7889688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66416 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7889695.500000 Penalty: 3615.321533
	Iteration 42Q: 3 clusters Score -7889696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7889714.000000 Penalty: 3615.321533
	Iteration 43Q: 3 clusters Score -7889714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7889706.500000 Penalty: 3615.321533
	Iteration 44Q: 3 clusters Score -7889706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7889712.500000 Penalty: 3615.321533
	Iteration 45Q: 3 clusters Score -7889712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7889721.000000 Penalty: 3615.321533
	Iteration 46Q: 3 clusters Score -7889721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7889723.500000 Penalty: 3615.321533
	Iteration 47Q: 3 clusters Score -7889724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7889727.500000 Penalty: 3615.321533
	Iteration 48Q: 3 clusters Score -7889728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7889733.000000 Penalty: 3615.321533
	Iteration 49Q: 3 clusters Score -7889733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7889731.500000 Penalty: 3615.321533
	Iteration 50Q: 3 clusters Score -7889732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7889740.500000 Penalty: 3615.321533
	Iteration 51Q: 3 clusters Score -7889740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7889738.500000 Penalty: 3615.321533
	Iteration 52Q: 3 clusters Score -7889738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7889743.000000 Penalty: 3615.321533
	Iteration 53Q: 3 clusters Score -7889743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7889741.000000 Penalty: 3615.321533
	Iteration 54Q: 3 clusters Score -7889741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7889737.000000 Penalty: 3615.321533
	Iteration 55Q: 3 clusters Score -7889737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7889747.500000 Penalty: 3615.321533
	Iteration 56Q: 3 clusters Score -7889748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7889747.000000 Penalty: 3615.321533
	Iteration 57Q: 3 clusters Score -7889747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7889752.000000 Penalty: 3615.321533
	Iteration 58Q: 3 clusters Score -7889752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7889749.000000 Penalty: 3615.321533
	Iteration 59Q: 3 clusters Score -7889749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7889752.500000 Penalty: 3615.321533
	Iteration 60F: 3 clusters Score -7889752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7889754.500000 Penalty: 3615.321533
	Iteration 61Q: 3 clusters Score -7889754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7889754.500000 Penalty: 3615.321533
	Iteration 62Q: 3 clusters Score -7889754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7889753.000000 Penalty: 3615.321533
	Iteration 63Q: 3 clusters Score -7889753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7889752.000000 Penalty: 3615.321533
	Iteration 64Q: 3 clusters Score -7889752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7889754.500000 Penalty: 3615.321533
	Iteration 65Q: 3 clusters Score -7889754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7889756.000000 Penalty: 3615.321533
	Iteration 66Q: 3 clusters Score -7889756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7889755.500000 Penalty: 3615.321533
	Iteration 67Q: 3 clusters Score -7889756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7889755.500000 Penalty: 3615.321533
	Iteration 68F: 3 clusters Score -7889756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Entering Unmasked Estep 
Score: -494735.875000 Penalty: 1359.875000
	Iteration 0F: 2 clusters Score -494735.9 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 2123 members 
Entering Unmasked Estep 
Score: -491196.406250 Penalty: 2719.750000
	Iteration 0F: 3 clusters Score -491196.4 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -492102.718750 Penalty: 2719.750000
	Iteration 1F: 3 clusters Score -492102.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -492273.312500 Penalty: 2719.750000
	Iteration 2F: 3 clusters Score -492273.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -492403.812500 Penalty: 2719.750000
	Iteration 3F: 3 clusters Score -492403.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -492502.625000 Penalty: 2719.750000
	Iteration 4Q: 3 clusters Score -492502.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -492579.375000 Penalty: 2719.750000
	Iteration 5Q: 3 clusters Score -492579.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -492638.750000 Penalty: 2719.750000
	Iteration 6Q: 3 clusters Score -492638.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -492695.437500 Penalty: 2719.750000
	Iteration 7Q: 3 clusters Score -492695.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -492749.781250 Penalty: 2719.750000
	Iteration 8Q: 3 clusters Score -492749.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -492806.000000 Penalty: 2719.750000
	Iteration 9Q: 3 clusters Score -492806 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -492870.125000 Penalty: 2719.750000
	Iteration 10Q: 3 clusters Score -492870.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -492947.156250 Penalty: 2719.750000
	Iteration 11Q: 3 clusters Score -492947.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -493030.312500 Penalty: 2719.750000
	Iteration 12Q: 3 clusters Score -493030.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -493109.031250 Penalty: 2719.750000
	Iteration 13Q: 3 clusters Score -493109 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -493178.750000 Penalty: 2719.750000
	Iteration 14Q: 3 clusters Score -493178.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -493262.062500 Penalty: 2719.750000
	Iteration 15Q: 3 clusters Score -493262.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -493355.093750 Penalty: 2719.750000
	Iteration 16Q: 3 clusters Score -493355.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -493409.250000 Penalty: 2719.750000
	Iteration 17Q: 3 clusters Score -493409.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -493435.031250 Penalty: 2719.750000
	Iteration 18Q: 3 clusters Score -493435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -493450.375000 Penalty: 2719.750000
	Iteration 19Q: 3 clusters Score -493450.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -493459.093750 Penalty: 2719.750000
	Iteration 20F: 3 clusters Score -493459.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -493469.125000 Penalty: 2719.750000
	Iteration 21Q: 3 clusters Score -493469.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -493481.593750 Penalty: 2719.750000
	Iteration 22Q: 3 clusters Score -493481.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -493491.343750 Penalty: 2719.750000
	Iteration 23Q: 3 clusters Score -493491.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -493501.937500 Penalty: 2719.750000
	Iteration 24Q: 3 clusters Score -493501.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -493508.656250 Penalty: 2719.750000
	Iteration 25Q: 3 clusters Score -493508.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -493512.093750 Penalty: 2719.750000
	Iteration 26Q: 3 clusters Score -493512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -493513.750000 Penalty: 2719.750000
	Iteration 27Q: 3 clusters Score -493513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -493514.593750 Penalty: 2719.750000
	Iteration 28Q: 3 clusters Score -493514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -493514.906250 Penalty: 2719.750000
	Iteration 29Q: 3 clusters Score -493514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -493516.218750 Penalty: 2719.750000
	Iteration 30Q: 3 clusters Score -493516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -493518.500000 Penalty: 2719.750000
	Iteration 31Q: 3 clusters Score -493518.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -493519.468750 Penalty: 2719.750000
	Iteration 32Q: 3 clusters Score -493519.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -493522.000000 Penalty: 2719.750000
	Iteration 33Q: 3 clusters Score -493522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -493529.156250 Penalty: 2719.750000
	Iteration 34Q: 3 clusters Score -493529.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -493538.656250 Penalty: 2719.750000
	Iteration 35Q: 3 clusters Score -493538.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -493546.593750 Penalty: 2719.750000
	Iteration 36Q: 3 clusters Score -493546.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -493552.906250 Penalty: 2719.750000
	Iteration 37Q: 3 clusters Score -493552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -493556.062500 Penalty: 2719.750000
	Iteration 38Q: 3 clusters Score -493556.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -493557.031250 Penalty: 2719.750000
	Iteration 39Q: 3 clusters Score -493557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -493557.343750 Penalty: 2719.750000
	Iteration 40F: 3 clusters Score -493557.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -323579.281250 Penalty: 1296.809448
	Iteration 0F: 2 clusters Score -323579.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -320909.875000 Penalty: 2593.618896
	Iteration 0F: 3 clusters Score -320909.9 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -321517.875000 Penalty: 2593.618896
	Iteration 1F: 3 clusters Score -321517.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -321684.750000 Penalty: 2593.618896
	Iteration 2F: 3 clusters Score -321684.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -321813.937500 Penalty: 2593.618896
	Iteration 3F: 3 clusters Score -321813.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -321897.125000 Penalty: 2593.618896
	Iteration 4Q: 3 clusters Score -321897.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -321966.718750 Penalty: 2593.618896
	Iteration 5Q: 3 clusters Score -321966.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -322039.500000 Penalty: 2593.618896
	Iteration 6Q: 3 clusters Score -322039.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -322132.718750 Penalty: 2593.618896
	Iteration 7Q: 3 clusters Score -322132.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -322227.406250 Penalty: 2593.618896
	Iteration 8Q: 3 clusters Score -322227.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -322301.187500 Penalty: 2593.618896
	Iteration 9Q: 3 clusters Score -322301.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -322356.500000 Penalty: 2593.618896
	Iteration 10Q: 3 clusters Score -322356.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -322399.375000 Penalty: 2593.618896
	Iteration 11Q: 3 clusters Score -322399.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -322426.218750 Penalty: 2593.618896
	Iteration 12Q: 3 clusters Score -322426.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -322447.937500 Penalty: 2593.618896
	Iteration 13Q: 3 clusters Score -322447.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -322473.187500 Penalty: 2593.618896
	Iteration 14Q: 3 clusters Score -322473.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -322494.000000 Penalty: 2593.618896
	Iteration 15Q: 3 clusters Score -322494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -322508.812500 Penalty: 2593.618896
	Iteration 16Q: 3 clusters Score -322508.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -322524.062500 Penalty: 2593.618896
	Iteration 17Q: 3 clusters Score -322524.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -322538.093750 Penalty: 2593.618896
	Iteration 18Q: 3 clusters Score -322538.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -322550.875000 Penalty: 2593.618896
	Iteration 19Q: 3 clusters Score -322550.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -322561.843750 Penalty: 2593.618896
	Iteration 20F: 3 clusters Score -322561.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -322572.468750 Penalty: 2593.618896
	Iteration 21Q: 3 clusters Score -322572.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -322579.937500 Penalty: 2593.618896
	Iteration 22Q: 3 clusters Score -322579.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -322585.500000 Penalty: 2593.618896
	Iteration 23Q: 3 clusters Score -322585.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -322592.843750 Penalty: 2593.618896
	Iteration 24Q: 3 clusters Score -322592.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -322599.093750 Penalty: 2593.618896
	Iteration 25Q: 3 clusters Score -322599.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -322605.281250 Penalty: 2593.618896
	Iteration 26Q: 3 clusters Score -322605.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -322608.937500 Penalty: 2593.618896
	Iteration 27Q: 3 clusters Score -322608.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -322613.968750 Penalty: 2593.618896
	Iteration 28Q: 3 clusters Score -322614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -322617.468750 Penalty: 2593.618896
	Iteration 29Q: 3 clusters Score -322617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -322618.812500 Penalty: 2593.618896
	Iteration 30Q: 3 clusters Score -322618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -322619.375000 Penalty: 2593.618896
	Iteration 31Q: 3 clusters Score -322619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -322619.812500 Penalty: 2593.618896
	Iteration 32Q: 3 clusters Score -322619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -322620.375000 Penalty: 2593.618896
	Iteration 33Q: 3 clusters Score -322620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -322620.562500 Penalty: 2593.618896
	Iteration 34Q: 3 clusters Score -322620.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -322620.562500 Penalty: 2593.618896
	Iteration 35F: 3 clusters Score -322620.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -39878.445312 Penalty: 974.423523
	Iteration 0F: 2 clusters Score -39878.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39001.605469 Penalty: 1948.847046
	Iteration 0F: 3 clusters Score -39001.61 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39184.628906 Penalty: 1948.847046
	Iteration 1F: 3 clusters Score -39184.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39230.585938 Penalty: 1948.847046
	Iteration 2F: 3 clusters Score -39230.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39248.113281 Penalty: 1948.847046
	Iteration 3Q: 3 clusters Score -39248.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39265.593750 Penalty: 1948.847046
	Iteration 4Q: 3 clusters Score -39265.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39277.425781 Penalty: 1948.847046
	Iteration 5Q: 3 clusters Score -39277.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39284.250000 Penalty: 1948.847046
	Iteration 6Q: 3 clusters Score -39284.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39285.312500 Penalty: 1948.847046
	Iteration 7Q: 3 clusters Score -39285.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39286.652344 Penalty: 1948.847046
	Iteration 8Q: 3 clusters Score -39286.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39288.054688 Penalty: 1948.847046
	Iteration 9Q: 3 clusters Score -39288.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39288.054688 Penalty: 1948.847046
	Iteration 10F: 3 clusters Score -39288.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -13178.295898 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -13178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12641.114258 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -12641.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12871.462891 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -12871.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12994.086914 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -12994.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13090.242188 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -13090.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13139.794922 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -13139.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13173.640625 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -13173.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13213.436523 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -13213.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13213.436523 Penalty: 1689.511475
	Iteration 7F: 3 clusters Score -13213.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 94082 members 
Mstep: Class 3 contains 67783 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 402 members 
Mstep: Class 7 contains 53 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 28104 members 
Mstep: Class 10 contains 4682 members 
Mstep: Class 11 contains 11268 members 
Mstep: Class 12 contains 109661 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 92081 members 
Mstep: Class 15 contains 27508 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 32615 members 
Mstep: Class 18 contains 12044 members 
Mstep: Class 19 contains 13484 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16581 members 
Mstep: Class 22 contains 82440 members 
Mstep: Class 23 contains 140631 members 
Mstep: Class 24 contains 5501 members 
Mstep: Class 25 contains 897 members 
Mstep: Class 26 contains 128 members 
Entering Unmasked Estep 
Score: -86203544.000000 Penalty: 57207.613281
Splitting cluster 7 changes total score from -86204800.000000 to -86203544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Entering Unmasked Estep 
Score: -425674.750000 Penalty: 1334.894653
	Iteration 0F: 2 clusters Score -425674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -422493.375000 Penalty: 2669.789307
	Iteration 0F: 3 clusters Score -422493.4 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -423345.843750 Penalty: 2669.789307
	Iteration 1F: 3 clusters Score -423345.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -423491.937500 Penalty: 2669.789307
	Iteration 2F: 3 clusters Score -423491.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -423572.812500 Penalty: 2669.789307
	Iteration 3Q: 3 clusters Score -423572.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -423645.750000 Penalty: 2669.789307
	Iteration 4Q: 3 clusters Score -423645.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -423696.781250 Penalty: 2669.789307
	Iteration 5Q: 3 clusters Score -423696.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -423750.531250 Penalty: 2669.789307
	Iteration 6Q: 3 clusters Score -423750.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -423794.312500 Penalty: 2669.789307
	Iteration 7Q: 3 clusters Score -423794.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -423826.750000 Penalty: 2669.789307
	Iteration 8Q: 3 clusters Score -423826.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -423858.531250 Penalty: 2669.789307
	Iteration 9Q: 3 clusters Score -423858.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -423899.218750 Penalty: 2669.789307
	Iteration 10Q: 3 clusters Score -423899.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -423947.000000 Penalty: 2669.789307
	Iteration 11Q: 3 clusters Score -423947 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -424007.562500 Penalty: 2669.789307
	Iteration 12Q: 3 clusters Score -424007.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -424063.031250 Penalty: 2669.789307
	Iteration 13Q: 3 clusters Score -424063 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -424125.781250 Penalty: 2669.789307
	Iteration 14Q: 3 clusters Score -424125.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -424179.406250 Penalty: 2669.789307
	Iteration 15Q: 3 clusters Score -424179.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -424231.875000 Penalty: 2669.789307
	Iteration 16Q: 3 clusters Score -424231.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -424283.093750 Penalty: 2669.789307
	Iteration 17Q: 3 clusters Score -424283.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -424352.812500 Penalty: 2669.789307
	Iteration 18Q: 3 clusters Score -424352.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -424433.875000 Penalty: 2669.789307
	Iteration 19Q: 3 clusters Score -424433.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -424521.000000 Penalty: 2669.789307
	Iteration 20F: 3 clusters Score -424521 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -424599.250000 Penalty: 2669.789307
	Iteration 21Q: 3 clusters Score -424599.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -424633.593750 Penalty: 2669.789307
	Iteration 22Q: 3 clusters Score -424633.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -424660.437500 Penalty: 2669.789307
	Iteration 23Q: 3 clusters Score -424660.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -424676.218750 Penalty: 2669.789307
	Iteration 24Q: 3 clusters Score -424676.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -424689.125000 Penalty: 2669.789307
	Iteration 25Q: 3 clusters Score -424689.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -424694.062500 Penalty: 2669.789307
	Iteration 26Q: 3 clusters Score -424694.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -424700.625000 Penalty: 2669.789307
	Iteration 27Q: 3 clusters Score -424700.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -424705.656250 Penalty: 2669.789307
	Iteration 28Q: 3 clusters Score -424705.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -424707.375000 Penalty: 2669.789307
	Iteration 29Q: 3 clusters Score -424707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -424710.187500 Penalty: 2669.789307
	Iteration 30Q: 3 clusters Score -424710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -424713.750000 Penalty: 2669.789307
	Iteration 31Q: 3 clusters Score -424713.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -424720.968750 Penalty: 2669.789307
	Iteration 32Q: 3 clusters Score -424721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -424729.187500 Penalty: 2669.789307
	Iteration 33Q: 3 clusters Score -424729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -424732.562500 Penalty: 2669.789307
	Iteration 34Q: 3 clusters Score -424732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -424735.031250 Penalty: 2669.789307
	Iteration 35Q: 3 clusters Score -424735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -424735.406250 Penalty: 2669.789307
	Iteration 36Q: 3 clusters Score -424735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -424738.656250 Penalty: 2669.789307
	Iteration 37Q: 3 clusters Score -424738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -424739.281250 Penalty: 2669.789307
	Iteration 38Q: 3 clusters Score -424739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -424739.875000 Penalty: 2669.789307
	Iteration 39Q: 3 clusters Score -424739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -424739.875000 Penalty: 2669.789307
	Iteration 40F: 3 clusters Score -424739.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Entering Unmasked Estep 
Score: -3154015.500000 Penalty: 1664.595947
	Iteration 0F: 2 clusters Score -3154016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -3135060.750000 Penalty: 3329.191895
	Iteration 0F: 3 clusters Score -3135061 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3142097.250000 Penalty: 3329.191895
	Iteration 1F: 3 clusters Score -3142097 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3142401.250000 Penalty: 3329.191895
	Iteration 2Q: 3 clusters Score -3142401 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3142667.500000 Penalty: 3329.191895
	Iteration 3Q: 3 clusters Score -3142668 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3142896.500000 Penalty: 3329.191895
	Iteration 4Q: 3 clusters Score -3142896 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3143155.000000 Penalty: 3329.191895
	Iteration 5Q: 3 clusters Score -3143155 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3143506.500000 Penalty: 3329.191895
	Iteration 6Q: 3 clusters Score -3143506 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3144060.500000 Penalty: 3329.191895
	Iteration 7Q: 3 clusters Score -3144060 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3144908.250000 Penalty: 3329.191895
	Iteration 8F: 3 clusters Score -3144908 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3146216.750000 Penalty: 3329.191895
	Iteration 9F: 3 clusters Score -3146217 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3147926.750000 Penalty: 3329.191895
	Iteration 10F: 3 clusters Score -3147927 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3149571.000000 Penalty: 3329.191895
	Iteration 11F: 3 clusters Score -3149571 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3150856.750000 Penalty: 3329.191895
	Iteration 12F: 3 clusters Score -3150857 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3151601.250000 Penalty: 3329.191895
	Iteration 13Q: 3 clusters Score -3151601 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3152023.000000 Penalty: 3329.191895
	Iteration 14Q: 3 clusters Score -3152023 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3152262.500000 Penalty: 3329.191895
	Iteration 15Q: 3 clusters Score -3152262 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3152373.750000 Penalty: 3329.191895
	Iteration 16Q: 3 clusters Score -3152374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3152440.500000 Penalty: 3329.191895
	Iteration 17Q: 3 clusters Score -3152440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3152491.500000 Penalty: 3329.191895
	Iteration 18Q: 3 clusters Score -3152492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3152524.750000 Penalty: 3329.191895
	Iteration 19Q: 3 clusters Score -3152525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3152546.250000 Penalty: 3329.191895
	Iteration 20F: 3 clusters Score -3152546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3152564.000000 Penalty: 3329.191895
	Iteration 21Q: 3 clusters Score -3152564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3152574.000000 Penalty: 3329.191895
	Iteration 22Q: 3 clusters Score -3152574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3152582.250000 Penalty: 3329.191895
	Iteration 23Q: 3 clusters Score -3152582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3152587.250000 Penalty: 3329.191895
	Iteration 24Q: 3 clusters Score -3152587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3152597.250000 Penalty: 3329.191895
	Iteration 25Q: 3 clusters Score -3152597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3152600.250000 Penalty: 3329.191895
	Iteration 26Q: 3 clusters Score -3152600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3152603.250000 Penalty: 3329.191895
	Iteration 27Q: 3 clusters Score -3152603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3152606.250000 Penalty: 3329.191895
	Iteration 28Q: 3 clusters Score -3152606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3152606.250000 Penalty: 3329.191895
	Iteration 29F: 3 clusters Score -3152606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Entering Unmasked Estep 
Score: -518027.781250 Penalty: 1373.365601
	Iteration 0F: 2 clusters Score -518027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -514187.656250 Penalty: 2746.731201
	Iteration 0F: 3 clusters Score -514187.7 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -515256.593750 Penalty: 2746.731201
	Iteration 1F: 3 clusters Score -515256.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -515436.312500 Penalty: 2746.731201
	Iteration 2F: 3 clusters Score -515436.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -515544.187500 Penalty: 2746.731201
	Iteration 3Q: 3 clusters Score -515544.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -515614.968750 Penalty: 2746.731201
	Iteration 4Q: 3 clusters Score -515615 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -515659.718750 Penalty: 2746.731201
	Iteration 5Q: 3 clusters Score -515659.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -515695.187500 Penalty: 2746.731201
	Iteration 6Q: 3 clusters Score -515695.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -515723.718750 Penalty: 2746.731201
	Iteration 7Q: 3 clusters Score -515723.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -515743.000000 Penalty: 2746.731201
	Iteration 8Q: 3 clusters Score -515743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -515762.562500 Penalty: 2746.731201
	Iteration 9Q: 3 clusters Score -515762.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -515781.343750 Penalty: 2746.731201
	Iteration 10Q: 3 clusters Score -515781.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -515797.750000 Penalty: 2746.731201
	Iteration 11Q: 3 clusters Score -515797.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -515822.218750 Penalty: 2746.731201
	Iteration 12Q: 3 clusters Score -515822.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -515858.656250 Penalty: 2746.731201
	Iteration 13Q: 3 clusters Score -515858.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -515900.250000 Penalty: 2746.731201
	Iteration 14Q: 3 clusters Score -515900.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -515953.125000 Penalty: 2746.731201
	Iteration 15Q: 3 clusters Score -515953.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -516016.500000 Penalty: 2746.731201
	Iteration 16Q: 3 clusters Score -516016.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -516082.125000 Penalty: 2746.731201
	Iteration 17Q: 3 clusters Score -516082.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -516138.187500 Penalty: 2746.731201
	Iteration 18Q: 3 clusters Score -516138.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -516194.718750 Penalty: 2746.731201
	Iteration 19Q: 3 clusters Score -516194.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -516269.093750 Penalty: 2746.731201
	Iteration 20F: 3 clusters Score -516269.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -516349.187500 Penalty: 2746.731201
	Iteration 21Q: 3 clusters Score -516349.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -516403.468750 Penalty: 2746.731201
	Iteration 22Q: 3 clusters Score -516403.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -516466.843750 Penalty: 2746.731201
	Iteration 23Q: 3 clusters Score -516466.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -516528.125000 Penalty: 2746.731201
	Iteration 24Q: 3 clusters Score -516528.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -516598.312500 Penalty: 2746.731201
	Iteration 25Q: 3 clusters Score -516598.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -516662.031250 Penalty: 2746.731201
	Iteration 26Q: 3 clusters Score -516662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -516712.562500 Penalty: 2746.731201
	Iteration 27Q: 3 clusters Score -516712.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -516757.343750 Penalty: 2746.731201
	Iteration 28Q: 3 clusters Score -516757.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -516808.437500 Penalty: 2746.731201
	Iteration 29Q: 3 clusters Score -516808.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -516847.625000 Penalty: 2746.731201
	Iteration 30Q: 3 clusters Score -516847.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -516870.000000 Penalty: 2746.731201
	Iteration 31Q: 3 clusters Score -516870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -516883.781250 Penalty: 2746.731201
	Iteration 32Q: 3 clusters Score -516883.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -516894.968750 Penalty: 2746.731201
	Iteration 33Q: 3 clusters Score -516895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -516903.218750 Penalty: 2746.731201
	Iteration 34Q: 3 clusters Score -516903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -516910.843750 Penalty: 2746.731201
	Iteration 35Q: 3 clusters Score -516910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -516915.468750 Penalty: 2746.731201
	Iteration 36Q: 3 clusters Score -516915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -516917.437500 Penalty: 2746.731201
	Iteration 37Q: 3 clusters Score -516917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -516919.156250 Penalty: 2746.731201
	Iteration 38Q: 3 clusters Score -516919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -516920.375000 Penalty: 2746.731201
	Iteration 39Q: 3 clusters Score -516920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -516921.125000 Penalty: 2746.731201
	Iteration 40F: 3 clusters Score -516921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -516922.406250 Penalty: 2746.731201
	Iteration 41Q: 3 clusters Score -516922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -516922.218750 Penalty: 2746.731201
	Iteration 42Q: 3 clusters Score -516922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -516923.843750 Penalty: 2746.731201
	Iteration 43Q: 3 clusters Score -516923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -516925.593750 Penalty: 2746.731201
	Iteration 44Q: 3 clusters Score -516925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -516927.750000 Penalty: 2746.731201
	Iteration 45Q: 3 clusters Score -516927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -516927.750000 Penalty: 2746.731201
	Iteration 46F: 3 clusters Score -516927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Entering Unmasked Estep 
Score: -1290353.375000 Penalty: 1516.079834
	Iteration 0F: 2 clusters Score -1290353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1282368.375000 Penalty: 3032.159668
	Iteration 0F: 3 clusters Score -1282368 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1285076.875000 Penalty: 3032.159668
	Iteration 1F: 3 clusters Score -1285077 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1285450.875000 Penalty: 3032.159668
	Iteration 2F: 3 clusters Score -1285451 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1285899.250000 Penalty: 3032.159668
	Iteration 3F: 3 clusters Score -1285899 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1286346.875000 Penalty: 3032.159668
	Iteration 4F: 3 clusters Score -1286347 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1286780.750000 Penalty: 3032.159668
	Iteration 5F: 3 clusters Score -1286781 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1287223.125000 Penalty: 3032.159668
	Iteration 6F: 3 clusters Score -1287223 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1287710.875000 Penalty: 3032.159668
	Iteration 7F: 3 clusters Score -1287711 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1288122.000000 Penalty: 3032.159668
	Iteration 8F: 3 clusters Score -1288122 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1288422.125000 Penalty: 3032.159668
	Iteration 9Q: 3 clusters Score -1288422 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1288688.000000 Penalty: 3032.159668
	Iteration 10Q: 3 clusters Score -1288688 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1288952.750000 Penalty: 3032.159668
	Iteration 11Q: 3 clusters Score -1288953 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1289190.375000 Penalty: 3032.159668
	Iteration 12Q: 3 clusters Score -1289190 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1289342.375000 Penalty: 3032.159668
	Iteration 13Q: 3 clusters Score -1289342 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1289458.625000 Penalty: 3032.159668
	Iteration 14Q: 3 clusters Score -1289459 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1289536.500000 Penalty: 3032.159668
	Iteration 15Q: 3 clusters Score -1289536 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1289599.000000 Penalty: 3032.159668
	Iteration 16Q: 3 clusters Score -1289599 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1289669.250000 Penalty: 3032.159668
	Iteration 17Q: 3 clusters Score -1289669 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1289756.875000 Penalty: 3032.159668
	Iteration 18Q: 3 clusters Score -1289757 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1289889.000000 Penalty: 3032.159668
	Iteration 19Q: 3 clusters Score -1289889 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1290021.000000 Penalty: 3032.159668
	Iteration 20F: 3 clusters Score -1290021 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1290089.875000 Penalty: 3032.159668
	Iteration 21Q: 3 clusters Score -1290090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1290110.500000 Penalty: 3032.159668
	Iteration 22Q: 3 clusters Score -1290110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1290121.250000 Penalty: 3032.159668
	Iteration 23Q: 3 clusters Score -1290121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1290123.125000 Penalty: 3032.159668
	Iteration 24Q: 3 clusters Score -1290123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1290125.625000 Penalty: 3032.159668
	Iteration 25Q: 3 clusters Score -1290126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1290126.500000 Penalty: 3032.159668
	Iteration 26Q: 3 clusters Score -1290126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1290128.125000 Penalty: 3032.159668
	Iteration 27Q: 3 clusters Score -1290128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1290127.750000 Penalty: 3032.159668
	Iteration 28Q: 3 clusters Score -1290128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1290129.250000 Penalty: 3032.159668
	Iteration 29Q: 3 clusters Score -1290129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1290131.875000 Penalty: 3032.159668
	Iteration 30Q: 3 clusters Score -1290132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1290131.750000 Penalty: 3032.159668
	Iteration 31Q: 3 clusters Score -1290132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1290131.875000 Penalty: 3032.159668
	Iteration 32Q: 3 clusters Score -1290132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1290130.500000 Penalty: 3032.159668
	Iteration 33Q: 3 clusters Score -1290130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1290131.375000 Penalty: 3032.159668
	Iteration 34Q: 3 clusters Score -1290131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1290132.250000 Penalty: 3032.159668
	Iteration 35Q: 3 clusters Score -1290132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1290132.125000 Penalty: 3032.159668
	Iteration 36Q: 3 clusters Score -1290132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1290132.125000 Penalty: 3032.159668
	Iteration 37F: 3 clusters Score -1290132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109661 members 
Entering Unmasked Estep 
Score: -12854310.000000 Penalty: 1885.836792
	Iteration 0F: 2 clusters Score -1.285431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -12784188.000000 Penalty: 3771.673584
	Iteration 0F: 3 clusters Score -1.278419e+07 nChanged 52542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -12814942.000000 Penalty: 3771.673584
	Iteration 1F: 3 clusters Score -1.281494e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -12815886.000000 Penalty: 3771.673584
	Iteration 2Q: 3 clusters Score -1.281589e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -12817099.000000 Penalty: 3771.673584
	Iteration 3Q: 3 clusters Score -1.28171e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -12818940.000000 Penalty: 3771.673584
	Iteration 4Q: 3 clusters Score -1.281894e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -12822127.000000 Penalty: 3771.673584
	Iteration 5Q: 3 clusters Score -1.282213e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -12827156.000000 Penalty: 3771.673584
	Iteration 6F: 3 clusters Score -1.282716e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -12834497.000000 Penalty: 3771.673584
	Iteration 7F: 3 clusters Score -1.28345e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -12841100.000000 Penalty: 3771.673584
	Iteration 8F: 3 clusters Score -1.28411e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -12844440.000000 Penalty: 3771.673584
	Iteration 9F: 3 clusters Score -1.284444e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -12846107.000000 Penalty: 3771.673584
	Iteration 10Q: 3 clusters Score -1.284611e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -12847457.000000 Penalty: 3771.673584
	Iteration 11Q: 3 clusters Score -1.284746e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -12848643.000000 Penalty: 3771.673584
	Iteration 12Q: 3 clusters Score -1.284864e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -12849534.000000 Penalty: 3771.673584
	Iteration 13Q: 3 clusters Score -1.284953e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -12850238.000000 Penalty: 3771.673584
	Iteration 14Q: 3 clusters Score -1.285024e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -12850648.000000 Penalty: 3771.673584
	Iteration 15Q: 3 clusters Score -1.285065e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -12850896.000000 Penalty: 3771.673584
	Iteration 16Q: 3 clusters Score -1.28509e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -12851146.000000 Penalty: 3771.673584
	Iteration 17Q: 3 clusters Score -1.285115e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -12851332.000000 Penalty: 3771.673584
	Iteration 18Q: 3 clusters Score -1.285133e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -12851395.000000 Penalty: 3771.673584
	Iteration 19Q: 3 clusters Score -1.28514e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 64102 members 
Entering Unmasked Estep 
Score: -12851450.000000 Penalty: 3771.673584
	Iteration 20F: 3 clusters Score -1.285145e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -12851500.000000 Penalty: 3771.673584
	Iteration 21Q: 3 clusters Score -1.28515e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -12851537.000000 Penalty: 3771.673584
	Iteration 22Q: 3 clusters Score -1.285154e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -12851544.000000 Penalty: 3771.673584
	Iteration 23Q: 3 clusters Score -1.285154e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -12851584.000000 Penalty: 3771.673584
	Iteration 24Q: 3 clusters Score -1.285158e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -12851580.000000 Penalty: 3771.673584
	Iteration 25Q: 3 clusters Score -1.285158e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -12851588.000000 Penalty: 3771.673584
	Iteration 26Q: 3 clusters Score -1.285159e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -12851586.000000 Penalty: 3771.673584
	Iteration 27Q: 3 clusters Score -1.285159e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -12851572.000000 Penalty: 3771.673584
	Iteration 28Q: 3 clusters Score -1.285157e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -12851569.000000 Penalty: 3771.673584
	Iteration 29Q: 3 clusters Score -1.285157e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -12851552.000000 Penalty: 3771.673584
	Iteration 30Q: 3 clusters Score -1.285155e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -12851538.000000 Penalty: 3771.673584
	Iteration 31Q: 3 clusters Score -1.285154e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -12851522.000000 Penalty: 3771.673584
	Iteration 32Q: 3 clusters Score -1.285152e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 65724 members 
Entering Unmasked Estep 
Score: -12851497.000000 Penalty: 3771.673584
	Iteration 33Q: 3 clusters Score -1.28515e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -12851503.000000 Penalty: 3771.673584
	Iteration 34Q: 3 clusters Score -1.28515e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -12851495.000000 Penalty: 3771.673584
	Iteration 35Q: 3 clusters Score -1.28515e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -12851513.000000 Penalty: 3771.673584
	Iteration 36Q: 3 clusters Score -1.285151e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -12851500.000000 Penalty: 3771.673584
	Iteration 37Q: 3 clusters Score -1.28515e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -12851514.000000 Penalty: 3771.673584
	Iteration 38Q: 3 clusters Score -1.285151e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -12851516.000000 Penalty: 3771.673584
	Iteration 39Q: 3 clusters Score -1.285152e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -12851495.000000 Penalty: 3771.673584
	Iteration 40F: 3 clusters Score -1.28515e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -12851475.000000 Penalty: 3771.673584
	Iteration 41Q: 3 clusters Score -1.285148e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -12851474.000000 Penalty: 3771.673584
	Iteration 42Q: 3 clusters Score -1.285147e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -12851466.000000 Penalty: 3771.673584
	Iteration 43Q: 3 clusters Score -1.285147e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -12851461.000000 Penalty: 3771.673584
	Iteration 44Q: 3 clusters Score -1.285146e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -12851474.000000 Penalty: 3771.673584
	Iteration 45Q: 3 clusters Score -1.285147e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -12851473.000000 Penalty: 3771.673584
	Iteration 46Q: 3 clusters Score -1.285147e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -12851472.000000 Penalty: 3771.673584
	Iteration 47Q: 3 clusters Score -1.285147e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -12851457.000000 Penalty: 3771.673584
	Iteration 48Q: 3 clusters Score -1.285146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -12851463.000000 Penalty: 3771.673584
	Iteration 49Q: 3 clusters Score -1.285146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -12851451.000000 Penalty: 3771.673584
	Iteration 50Q: 3 clusters Score -1.285145e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -12851445.000000 Penalty: 3771.673584
	Iteration 51Q: 3 clusters Score -1.285144e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -12851448.000000 Penalty: 3771.673584
	Iteration 52Q: 3 clusters Score -1.285145e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -12851462.000000 Penalty: 3771.673584
	Iteration 53Q: 3 clusters Score -1.285146e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -12851478.000000 Penalty: 3771.673584
	Iteration 54Q: 3 clusters Score -1.285148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -12851469.000000 Penalty: 3771.673584
	Iteration 55Q: 3 clusters Score -1.285147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -12851476.000000 Penalty: 3771.673584
	Iteration 56Q: 3 clusters Score -1.285148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -12851478.000000 Penalty: 3771.673584
	Iteration 57Q: 3 clusters Score -1.285148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -12851456.000000 Penalty: 3771.673584
	Iteration 58Q: 3 clusters Score -1.285146e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -12851463.000000 Penalty: 3771.673584
	Iteration 59Q: 3 clusters Score -1.285146e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -12851476.000000 Penalty: 3771.673584
	Iteration 60F: 3 clusters Score -1.285148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -12851469.000000 Penalty: 3771.673584
	Iteration 61Q: 3 clusters Score -1.285147e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -12851483.000000 Penalty: 3771.673584
	Iteration 62Q: 3 clusters Score -1.285148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -12851506.000000 Penalty: 3771.673584
	Iteration 63Q: 3 clusters Score -1.285151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -12851508.000000 Penalty: 3771.673584
	Iteration 64Q: 3 clusters Score -1.285151e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -12851497.000000 Penalty: 3771.673584
	Iteration 65Q: 3 clusters Score -1.28515e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -12851510.000000 Penalty: 3771.673584
	Iteration 66Q: 3 clusters Score -1.285151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -12851523.000000 Penalty: 3771.673584
	Iteration 67Q: 3 clusters Score -1.285152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -12851513.000000 Penalty: 3771.673584
	Iteration 68Q: 3 clusters Score -1.285151e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -12851529.000000 Penalty: 3771.673584
	Iteration 69Q: 3 clusters Score -1.285153e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -12851542.000000 Penalty: 3771.673584
	Iteration 70Q: 3 clusters Score -1.285154e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -12851539.000000 Penalty: 3771.673584
	Iteration 71Q: 3 clusters Score -1.285154e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -12851508.000000 Penalty: 3771.673584
	Iteration 72Q: 3 clusters Score -1.285151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 67505 members 
Entering Unmasked Estep 
Score: -12851502.000000 Penalty: 3771.673584
	Iteration 73Q: 3 clusters Score -1.28515e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -12851510.000000 Penalty: 3771.673584
	Iteration 74Q: 3 clusters Score -1.285151e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -12851531.000000 Penalty: 3771.673584
	Iteration 75Q: 3 clusters Score -1.285153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -12851547.000000 Penalty: 3771.673584
	Iteration 76Q: 3 clusters Score -1.285155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -12851548.000000 Penalty: 3771.673584
	Iteration 77Q: 3 clusters Score -1.285155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -12851545.000000 Penalty: 3771.673584
	Iteration 78Q: 3 clusters Score -1.285154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -12851542.000000 Penalty: 3771.673584
	Iteration 79Q: 3 clusters Score -1.285154e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -12851550.000000 Penalty: 3771.673584
	Iteration 80F: 3 clusters Score -1.285155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -12851544.000000 Penalty: 3771.673584
	Iteration 81Q: 3 clusters Score -1.285154e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -12851547.000000 Penalty: 3771.673584
	Iteration 82Q: 3 clusters Score -1.285155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -12851551.000000 Penalty: 3771.673584
	Iteration 83Q: 3 clusters Score -1.285155e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -12851556.000000 Penalty: 3771.673584
	Iteration 84Q: 3 clusters Score -1.285156e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -12851548.000000 Penalty: 3771.673584
	Iteration 85Q: 3 clusters Score -1.285155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -12851546.000000 Penalty: 3771.673584
	Iteration 86Q: 3 clusters Score -1.285155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -12851544.000000 Penalty: 3771.673584
	Iteration 87Q: 3 clusters Score -1.285154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -12851541.000000 Penalty: 3771.673584
	Iteration 88Q: 3 clusters Score -1.285154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -12851524.000000 Penalty: 3771.673584
	Iteration 89Q: 3 clusters Score -1.285152e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -12851527.000000 Penalty: 3771.673584
	Iteration 90Q: 3 clusters Score -1.285153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -12851532.000000 Penalty: 3771.673584
	Iteration 91Q: 3 clusters Score -1.285153e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -12851538.000000 Penalty: 3771.673584
	Iteration 92Q: 3 clusters Score -1.285154e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -12851554.000000 Penalty: 3771.673584
	Iteration 93Q: 3 clusters Score -1.285155e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 68040 members 
Entering Unmasked Estep 
Score: -12851551.000000 Penalty: 3771.673584
	Iteration 94Q: 3 clusters Score -1.285155e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -12851552.000000 Penalty: 3771.673584
	Iteration 95Q: 3 clusters Score -1.285155e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -12851548.000000 Penalty: 3771.673584
	Iteration 96Q: 3 clusters Score -1.285155e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -12851543.000000 Penalty: 3771.673584
	Iteration 97Q: 3 clusters Score -1.285154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -12851531.000000 Penalty: 3771.673584
	Iteration 98Q: 3 clusters Score -1.285153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -12851520.000000 Penalty: 3771.673584
	Iteration 99Q: 3 clusters Score -1.285152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -12851527.000000 Penalty: 3771.673584
	Iteration 100F: 3 clusters Score -1.285153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -12851532.000000 Penalty: 3771.673584
	Iteration 101Q: 3 clusters Score -1.285153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -12851531.000000 Penalty: 3771.673584
	Iteration 102Q: 3 clusters Score -1.285153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -12851536.000000 Penalty: 3771.673584
	Iteration 103Q: 3 clusters Score -1.285154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -12851512.000000 Penalty: 3771.673584
	Iteration 104Q: 3 clusters Score -1.285151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -12851509.000000 Penalty: 3771.673584
	Iteration 105Q: 3 clusters Score -1.285151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -12851508.000000 Penalty: 3771.673584
	Iteration 106Q: 3 clusters Score -1.285151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -12851524.000000 Penalty: 3771.673584
	Iteration 107Q: 3 clusters Score -1.285152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -12851519.000000 Penalty: 3771.673584
	Iteration 108Q: 3 clusters Score -1.285152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -12851513.000000 Penalty: 3771.673584
	Iteration 109Q: 3 clusters Score -1.285151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -12851516.000000 Penalty: 3771.673584
	Iteration 110Q: 3 clusters Score -1.285152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -12851512.000000 Penalty: 3771.673584
	Iteration 111Q: 3 clusters Score -1.285151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -12851501.000000 Penalty: 3771.673584
	Iteration 112Q: 3 clusters Score -1.28515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -12851497.000000 Penalty: 3771.673584
	Iteration 113Q: 3 clusters Score -1.28515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -12851503.000000 Penalty: 3771.673584
	Iteration 114Q: 3 clusters Score -1.28515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -12851511.000000 Penalty: 3771.673584
	Iteration 115Q: 3 clusters Score -1.285151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -12851506.000000 Penalty: 3771.673584
	Iteration 116Q: 3 clusters Score -1.285151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -12851507.000000 Penalty: 3771.673584
	Iteration 117Q: 3 clusters Score -1.285151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -12851498.000000 Penalty: 3771.673584
	Iteration 118Q: 3 clusters Score -1.28515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -12851504.000000 Penalty: 3771.673584
	Iteration 119Q: 3 clusters Score -1.28515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -12851501.000000 Penalty: 3771.673584
	Iteration 120F: 3 clusters Score -1.28515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Entering Unmasked Estep 
Score: -441629.093750 Penalty: 1339.874878
	Iteration 0F: 2 clusters Score -441629.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -438376.156250 Penalty: 2679.749756
	Iteration 0F: 3 clusters Score -438376.2 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -439357.062500 Penalty: 2679.749756
	Iteration 1F: 3 clusters Score -439357.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -439642.125000 Penalty: 2679.749756
	Iteration 2F: 3 clusters Score -439642.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -439814.093750 Penalty: 2679.749756
	Iteration 3F: 3 clusters Score -439814.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -439917.937500 Penalty: 2679.749756
	Iteration 4F: 3 clusters Score -439917.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -440010.812500 Penalty: 2679.749756
	Iteration 5Q: 3 clusters Score -440010.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -440090.718750 Penalty: 2679.749756
	Iteration 6Q: 3 clusters Score -440090.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -440155.687500 Penalty: 2679.749756
	Iteration 7Q: 3 clusters Score -440155.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -440230.843750 Penalty: 2679.749756
	Iteration 8Q: 3 clusters Score -440230.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -440293.250000 Penalty: 2679.749756
	Iteration 9Q: 3 clusters Score -440293.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -440345.250000 Penalty: 2679.749756
	Iteration 10Q: 3 clusters Score -440345.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -440389.000000 Penalty: 2679.749756
	Iteration 11Q: 3 clusters Score -440389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -440416.187500 Penalty: 2679.749756
	Iteration 12Q: 3 clusters Score -440416.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -440433.312500 Penalty: 2679.749756
	Iteration 13Q: 3 clusters Score -440433.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -440452.500000 Penalty: 2679.749756
	Iteration 14Q: 3 clusters Score -440452.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -440466.125000 Penalty: 2679.749756
	Iteration 15Q: 3 clusters Score -440466.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -440479.031250 Penalty: 2679.749756
	Iteration 16Q: 3 clusters Score -440479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -440489.218750 Penalty: 2679.749756
	Iteration 17Q: 3 clusters Score -440489.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -440501.406250 Penalty: 2679.749756
	Iteration 18Q: 3 clusters Score -440501.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -440520.656250 Penalty: 2679.749756
	Iteration 19Q: 3 clusters Score -440520.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -440540.156250 Penalty: 2679.749756
	Iteration 20F: 3 clusters Score -440540.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -440558.656250 Penalty: 2679.749756
	Iteration 21Q: 3 clusters Score -440558.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -440574.312500 Penalty: 2679.749756
	Iteration 22Q: 3 clusters Score -440574.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -440587.281250 Penalty: 2679.749756
	Iteration 23Q: 3 clusters Score -440587.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -440596.875000 Penalty: 2679.749756
	Iteration 24Q: 3 clusters Score -440596.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -440610.687500 Penalty: 2679.749756
	Iteration 25Q: 3 clusters Score -440610.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -440621.812500 Penalty: 2679.749756
	Iteration 26Q: 3 clusters Score -440621.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -440628.687500 Penalty: 2679.749756
	Iteration 27Q: 3 clusters Score -440628.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -440638.781250 Penalty: 2679.749756
	Iteration 28Q: 3 clusters Score -440638.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -440649.218750 Penalty: 2679.749756
	Iteration 29Q: 3 clusters Score -440649.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -440664.000000 Penalty: 2679.749756
	Iteration 30Q: 3 clusters Score -440664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -440682.625000 Penalty: 2679.749756
	Iteration 31Q: 3 clusters Score -440682.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -440698.312500 Penalty: 2679.749756
	Iteration 32Q: 3 clusters Score -440698.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -440708.687500 Penalty: 2679.749756
	Iteration 33Q: 3 clusters Score -440708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -440713.312500 Penalty: 2679.749756
	Iteration 34Q: 3 clusters Score -440713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -440714.468750 Penalty: 2679.749756
	Iteration 35Q: 3 clusters Score -440714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -440714.468750 Penalty: 2679.749756
	Iteration 36F: 3 clusters Score -440714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (92081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Entering Unmasked Estep 
Score: -10738162.000000 Penalty: 1857.443848
	Iteration 0F: 2 clusters Score -1.073816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -10678118.000000 Penalty: 3714.887695
	Iteration 0F: 3 clusters Score -1.067812e+07 nChanged 44139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -10704241.000000 Penalty: 3714.887695
	Iteration 1F: 3 clusters Score -1.070424e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -10705396.000000 Penalty: 3714.887695
	Iteration 2Q: 3 clusters Score -1.07054e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -10707132.000000 Penalty: 3714.887695
	Iteration 3Q: 3 clusters Score -1.070713e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -10709651.000000 Penalty: 3714.887695
	Iteration 4F: 3 clusters Score -1.070965e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61376 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -10713462.000000 Penalty: 3714.887695
	Iteration 5F: 3 clusters Score -1.071346e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -10718132.000000 Penalty: 3714.887695
	Iteration 6F: 3 clusters Score -1.071813e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -10723021.000000 Penalty: 3714.887695
	Iteration 7F: 3 clusters Score -1.072302e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -10727060.000000 Penalty: 3714.887695
	Iteration 8F: 3 clusters Score -1.072706e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -10729511.000000 Penalty: 3714.887695
	Iteration 9Q: 3 clusters Score -1.072951e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -10731015.000000 Penalty: 3714.887695
	Iteration 10Q: 3 clusters Score -1.073102e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -10732111.000000 Penalty: 3714.887695
	Iteration 11Q: 3 clusters Score -1.073211e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -10732950.000000 Penalty: 3714.887695
	Iteration 12Q: 3 clusters Score -1.073295e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -10733592.000000 Penalty: 3714.887695
	Iteration 13Q: 3 clusters Score -1.073359e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -10734170.000000 Penalty: 3714.887695
	Iteration 14Q: 3 clusters Score -1.073417e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -10734685.000000 Penalty: 3714.887695
	Iteration 15Q: 3 clusters Score -1.073468e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88723 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -10735108.000000 Penalty: 3714.887695
	Iteration 16Q: 3 clusters Score -1.073511e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -10735399.000000 Penalty: 3714.887695
	Iteration 17Q: 3 clusters Score -1.07354e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -10735644.000000 Penalty: 3714.887695
	Iteration 18Q: 3 clusters Score -1.073564e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10735849.000000 Penalty: 3714.887695
	Iteration 19Q: 3 clusters Score -1.073585e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -10736004.000000 Penalty: 3714.887695
	Iteration 20F: 3 clusters Score -1.0736e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10736125.000000 Penalty: 3714.887695
	Iteration 21Q: 3 clusters Score -1.073612e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10736198.000000 Penalty: 3714.887695
	Iteration 22Q: 3 clusters Score -1.07362e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10736254.000000 Penalty: 3714.887695
	Iteration 23Q: 3 clusters Score -1.073625e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10736321.000000 Penalty: 3714.887695
	Iteration 24Q: 3 clusters Score -1.073632e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10736366.000000 Penalty: 3714.887695
	Iteration 25Q: 3 clusters Score -1.073637e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91226 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10736402.000000 Penalty: 3714.887695
	Iteration 26Q: 3 clusters Score -1.07364e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91284 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10736432.000000 Penalty: 3714.887695
	Iteration 27Q: 3 clusters Score -1.073643e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10736478.000000 Penalty: 3714.887695
	Iteration 28Q: 3 clusters Score -1.073648e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10736520.000000 Penalty: 3714.887695
	Iteration 29Q: 3 clusters Score -1.073652e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10736549.000000 Penalty: 3714.887695
	Iteration 30Q: 3 clusters Score -1.073655e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10736561.000000 Penalty: 3714.887695
	Iteration 31Q: 3 clusters Score -1.073656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10736565.000000 Penalty: 3714.887695
	Iteration 32Q: 3 clusters Score -1.073656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10736587.000000 Penalty: 3714.887695
	Iteration 33Q: 3 clusters Score -1.073659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91530 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10736591.000000 Penalty: 3714.887695
	Iteration 34Q: 3 clusters Score -1.073659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10736589.000000 Penalty: 3714.887695
	Iteration 35Q: 3 clusters Score -1.073659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10736592.000000 Penalty: 3714.887695
	Iteration 36Q: 3 clusters Score -1.073659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10736606.000000 Penalty: 3714.887695
	Iteration 37Q: 3 clusters Score -1.073661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91566 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10736618.000000 Penalty: 3714.887695
	Iteration 38Q: 3 clusters Score -1.073662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10736627.000000 Penalty: 3714.887695
	Iteration 39Q: 3 clusters Score -1.073663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10736639.000000 Penalty: 3714.887695
	Iteration 40F: 3 clusters Score -1.073664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10736634.000000 Penalty: 3714.887695
	Iteration 41Q: 3 clusters Score -1.073663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10736640.000000 Penalty: 3714.887695
	Iteration 42Q: 3 clusters Score -1.073664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10736648.000000 Penalty: 3714.887695
	Iteration 43Q: 3 clusters Score -1.073665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91610 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10736643.000000 Penalty: 3714.887695
	Iteration 44Q: 3 clusters Score -1.073664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10736637.000000 Penalty: 3714.887695
	Iteration 45Q: 3 clusters Score -1.073664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10736641.000000 Penalty: 3714.887695
	Iteration 46Q: 3 clusters Score -1.073664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10736653.000000 Penalty: 3714.887695
	Iteration 47Q: 3 clusters Score -1.073665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91634 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10736662.000000 Penalty: 3714.887695
	Iteration 48Q: 3 clusters Score -1.073666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10736659.000000 Penalty: 3714.887695
	Iteration 49Q: 3 clusters Score -1.073666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10736660.000000 Penalty: 3714.887695
	Iteration 50Q: 3 clusters Score -1.073666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10736652.000000 Penalty: 3714.887695
	Iteration 51Q: 3 clusters Score -1.073665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10736673.000000 Penalty: 3714.887695
	Iteration 52Q: 3 clusters Score -1.073667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10736666.000000 Penalty: 3714.887695
	Iteration 53Q: 3 clusters Score -1.073667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10736666.000000 Penalty: 3714.887695
	Iteration 54F: 3 clusters Score -1.073667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Entering Unmasked Estep 
Score: -3202183.750000 Penalty: 1661.112671
	Iteration 0F: 2 clusters Score -3202184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3183782.250000 Penalty: 3322.225342
	Iteration 0F: 3 clusters Score -3183782 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3190539.500000 Penalty: 3322.225342
	Iteration 1F: 3 clusters Score -3190540 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3190880.750000 Penalty: 3322.225342
	Iteration 2Q: 3 clusters Score -3190881 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3191200.000000 Penalty: 3322.225342
	Iteration 3Q: 3 clusters Score -3191200 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3191525.500000 Penalty: 3322.225342
	Iteration 4Q: 3 clusters Score -3191526 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3191818.000000 Penalty: 3322.225342
	Iteration 5Q: 3 clusters Score -3191818 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3192141.000000 Penalty: 3322.225342
	Iteration 6Q: 3 clusters Score -3192141 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3192470.750000 Penalty: 3322.225342
	Iteration 7Q: 3 clusters Score -3192471 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3192890.250000 Penalty: 3322.225342
	Iteration 8Q: 3 clusters Score -3192890 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3193402.750000 Penalty: 3322.225342
	Iteration 9Q: 3 clusters Score -3193403 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3194177.750000 Penalty: 3322.225342
	Iteration 10Q: 3 clusters Score -3194178 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3195274.750000 Penalty: 3322.225342
	Iteration 11F: 3 clusters Score -3195275 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3196698.250000 Penalty: 3322.225342
	Iteration 12F: 3 clusters Score -3196698 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3198188.250000 Penalty: 3322.225342
	Iteration 13F: 3 clusters Score -3198188 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3199358.000000 Penalty: 3322.225342
	Iteration 14Q: 3 clusters Score -3199358 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3200040.000000 Penalty: 3322.225342
	Iteration 15Q: 3 clusters Score -3200040 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3200434.250000 Penalty: 3322.225342
	Iteration 16Q: 3 clusters Score -3200434 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3200661.750000 Penalty: 3322.225342
	Iteration 17Q: 3 clusters Score -3200662 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3200779.500000 Penalty: 3322.225342
	Iteration 18Q: 3 clusters Score -3200780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3200836.000000 Penalty: 3322.225342
	Iteration 19Q: 3 clusters Score -3200836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3200859.750000 Penalty: 3322.225342
	Iteration 20F: 3 clusters Score -3200860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3200888.000000 Penalty: 3322.225342
	Iteration 21Q: 3 clusters Score -3200888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3200903.000000 Penalty: 3322.225342
	Iteration 22Q: 3 clusters Score -3200903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3200909.250000 Penalty: 3322.225342
	Iteration 23Q: 3 clusters Score -3200909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3200913.500000 Penalty: 3322.225342
	Iteration 24Q: 3 clusters Score -3200914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3200922.000000 Penalty: 3322.225342
	Iteration 25Q: 3 clusters Score -3200922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3200924.500000 Penalty: 3322.225342
	Iteration 26Q: 3 clusters Score -3200924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3200931.500000 Penalty: 3322.225342
	Iteration 27Q: 3 clusters Score -3200932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3200938.250000 Penalty: 3322.225342
	Iteration 28Q: 3 clusters Score -3200938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3200954.250000 Penalty: 3322.225342
	Iteration 29Q: 3 clusters Score -3200954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3200965.750000 Penalty: 3322.225342
	Iteration 30Q: 3 clusters Score -3200966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3200968.750000 Penalty: 3322.225342
	Iteration 31Q: 3 clusters Score -3200969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3200978.750000 Penalty: 3322.225342
	Iteration 32Q: 3 clusters Score -3200979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3200997.750000 Penalty: 3322.225342
	Iteration 33Q: 3 clusters Score -3200998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3201019.750000 Penalty: 3322.225342
	Iteration 34Q: 3 clusters Score -3201020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3201051.250000 Penalty: 3322.225342
	Iteration 35Q: 3 clusters Score -3201051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3201083.000000 Penalty: 3322.225342
	Iteration 36Q: 3 clusters Score -3201083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3201089.500000 Penalty: 3322.225342
	Iteration 37Q: 3 clusters Score -3201090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3201093.500000 Penalty: 3322.225342
	Iteration 38Q: 3 clusters Score -3201094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3201094.500000 Penalty: 3322.225342
	Iteration 39Q: 3 clusters Score -3201094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3201099.750000 Penalty: 3322.225342
	Iteration 40F: 3 clusters Score -3201100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3201102.750000 Penalty: 3322.225342
	Iteration 41Q: 3 clusters Score -3201103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3201107.250000 Penalty: 3322.225342
	Iteration 42Q: 3 clusters Score -3201107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3201120.500000 Penalty: 3322.225342
	Iteration 43Q: 3 clusters Score -3201120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3201123.750000 Penalty: 3322.225342
	Iteration 44Q: 3 clusters Score -3201124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3201124.250000 Penalty: 3322.225342
	Iteration 45Q: 3 clusters Score -3201124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3201129.250000 Penalty: 3322.225342
	Iteration 46Q: 3 clusters Score -3201129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3201134.000000 Penalty: 3322.225342
	Iteration 47Q: 3 clusters Score -3201134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3201135.250000 Penalty: 3322.225342
	Iteration 48Q: 3 clusters Score -3201135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3201141.000000 Penalty: 3322.225342
	Iteration 49Q: 3 clusters Score -3201141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3201141.000000 Penalty: 3322.225342
	Iteration 50Q: 3 clusters Score -3201141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3201145.500000 Penalty: 3322.225342
	Iteration 51Q: 3 clusters Score -3201146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3201147.750000 Penalty: 3322.225342
	Iteration 52Q: 3 clusters Score -3201148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3201149.000000 Penalty: 3322.225342
	Iteration 53Q: 3 clusters Score -3201149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3201150.000000 Penalty: 3322.225342
	Iteration 54Q: 3 clusters Score -3201150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3201153.000000 Penalty: 3322.225342
	Iteration 55Q: 3 clusters Score -3201153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3201157.000000 Penalty: 3322.225342
	Iteration 56Q: 3 clusters Score -3201157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3201159.000000 Penalty: 3322.225342
	Iteration 57Q: 3 clusters Score -3201159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3201163.500000 Penalty: 3322.225342
	Iteration 58Q: 3 clusters Score -3201164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3201166.750000 Penalty: 3322.225342
	Iteration 59Q: 3 clusters Score -3201167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3201169.750000 Penalty: 3322.225342
	Iteration 60F: 3 clusters Score -3201170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3201170.500000 Penalty: 3322.225342
	Iteration 61Q: 3 clusters Score -3201170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3201175.250000 Penalty: 3322.225342
	Iteration 62Q: 3 clusters Score -3201175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3201180.500000 Penalty: 3322.225342
	Iteration 63Q: 3 clusters Score -3201180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3201187.500000 Penalty: 3322.225342
	Iteration 64Q: 3 clusters Score -3201188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3201198.250000 Penalty: 3322.225342
	Iteration 65Q: 3 clusters Score -3201198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3201205.000000 Penalty: 3322.225342
	Iteration 66Q: 3 clusters Score -3201205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3201209.250000 Penalty: 3322.225342
	Iteration 67Q: 3 clusters Score -3201209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3201219.500000 Penalty: 3322.225342
	Iteration 68Q: 3 clusters Score -3201220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3201222.250000 Penalty: 3322.225342
	Iteration 69Q: 3 clusters Score -3201222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3201228.750000 Penalty: 3322.225342
	Iteration 70Q: 3 clusters Score -3201229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3201239.500000 Penalty: 3322.225342
	Iteration 71Q: 3 clusters Score -3201240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3201245.250000 Penalty: 3322.225342
	Iteration 72Q: 3 clusters Score -3201245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3201246.500000 Penalty: 3322.225342
	Iteration 73Q: 3 clusters Score -3201246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3201253.250000 Penalty: 3322.225342
	Iteration 74Q: 3 clusters Score -3201253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3201264.500000 Penalty: 3322.225342
	Iteration 75Q: 3 clusters Score -3201264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3201270.750000 Penalty: 3322.225342
	Iteration 76Q: 3 clusters Score -3201271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3201280.750000 Penalty: 3322.225342
	Iteration 77Q: 3 clusters Score -3201281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3201288.500000 Penalty: 3322.225342
	Iteration 78Q: 3 clusters Score -3201288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3201295.000000 Penalty: 3322.225342
	Iteration 79Q: 3 clusters Score -3201295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3201297.000000 Penalty: 3322.225342
	Iteration 80F: 3 clusters Score -3201297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3201299.000000 Penalty: 3322.225342
	Iteration 81Q: 3 clusters Score -3201299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3201298.500000 Penalty: 3322.225342
	Iteration 82Q: 3 clusters Score -3201298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3201298.500000 Penalty: 3322.225342
	Iteration 83F: 3 clusters Score -3201298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -11730.728516 Penalty: 799.496887
	Iteration 0F: 2 clusters Score -11730.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11101.402344 Penalty: 1598.993774
	Iteration 0F: 3 clusters Score -11101.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11132.729492 Penalty: 1598.993774
	Iteration 1F: 3 clusters Score -11132.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11138.418945 Penalty: 1598.993774
	Iteration 2Q: 3 clusters Score -11138.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11145.950195 Penalty: 1598.993774
	Iteration 3Q: 3 clusters Score -11145.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11149.376953 Penalty: 1598.993774
	Iteration 4Q: 3 clusters Score -11149.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11149.376953 Penalty: 1598.993774
	Iteration 5F: 3 clusters Score -11149.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Entering Unmasked Estep 
Score: -3779104.250000 Penalty: 1688.785767
	Iteration 0F: 2 clusters Score -3779104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3757208.250000 Penalty: 3377.571533
	Iteration 0F: 3 clusters Score -3757208 nChanged 15126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3765877.750000 Penalty: 3377.571533
	Iteration 1F: 3 clusters Score -3765878 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3766645.000000 Penalty: 3377.571533
	Iteration 2F: 3 clusters Score -3766645 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -3767623.000000 Penalty: 3377.571533
	Iteration 3F: 3 clusters Score -3767623 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3769017.500000 Penalty: 3377.571533
	Iteration 4F: 3 clusters Score -3769018 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3770716.500000 Penalty: 3377.571533
	Iteration 5F: 3 clusters Score -3770716 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3772612.750000 Penalty: 3377.571533
	Iteration 6F: 3 clusters Score -3772613 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3774249.000000 Penalty: 3377.571533
	Iteration 7F: 3 clusters Score -3774249 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3775420.500000 Penalty: 3377.571533
	Iteration 8Q: 3 clusters Score -3775420 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3776198.750000 Penalty: 3377.571533
	Iteration 9Q: 3 clusters Score -3776199 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3776655.000000 Penalty: 3377.571533
	Iteration 10Q: 3 clusters Score -3776655 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3777006.500000 Penalty: 3377.571533
	Iteration 11Q: 3 clusters Score -3777006 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3777292.750000 Penalty: 3377.571533
	Iteration 12Q: 3 clusters Score -3777293 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3777484.000000 Penalty: 3377.571533
	Iteration 13Q: 3 clusters Score -3777484 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3777634.750000 Penalty: 3377.571533
	Iteration 14Q: 3 clusters Score -3777635 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3777756.750000 Penalty: 3377.571533
	Iteration 15Q: 3 clusters Score -3777757 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3777832.750000 Penalty: 3377.571533
	Iteration 16Q: 3 clusters Score -3777833 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3777896.500000 Penalty: 3377.571533
	Iteration 17Q: 3 clusters Score -3777896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3777940.250000 Penalty: 3377.571533
	Iteration 18Q: 3 clusters Score -3777940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3777960.000000 Penalty: 3377.571533
	Iteration 19Q: 3 clusters Score -3777960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3777972.250000 Penalty: 3377.571533
	Iteration 20F: 3 clusters Score -3777972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3777977.500000 Penalty: 3377.571533
	Iteration 21Q: 3 clusters Score -3777978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3777993.750000 Penalty: 3377.571533
	Iteration 22Q: 3 clusters Score -3777994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3778010.000000 Penalty: 3377.571533
	Iteration 23Q: 3 clusters Score -3778010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3778020.000000 Penalty: 3377.571533
	Iteration 24Q: 3 clusters Score -3778020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3778021.750000 Penalty: 3377.571533
	Iteration 25Q: 3 clusters Score -3778022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3778027.000000 Penalty: 3377.571533
	Iteration 26Q: 3 clusters Score -3778027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3778028.500000 Penalty: 3377.571533
	Iteration 27Q: 3 clusters Score -3778028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3778032.250000 Penalty: 3377.571533
	Iteration 28Q: 3 clusters Score -3778032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3778037.750000 Penalty: 3377.571533
	Iteration 29Q: 3 clusters Score -3778038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3778049.250000 Penalty: 3377.571533
	Iteration 30Q: 3 clusters Score -3778049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3778052.000000 Penalty: 3377.571533
	Iteration 31Q: 3 clusters Score -3778052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3778054.250000 Penalty: 3377.571533
	Iteration 32Q: 3 clusters Score -3778054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3778051.000000 Penalty: 3377.571533
	Iteration 33Q: 3 clusters Score -3778051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3778052.750000 Penalty: 3377.571533
	Iteration 34Q: 3 clusters Score -3778053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3778060.750000 Penalty: 3377.571533
	Iteration 35Q: 3 clusters Score -3778061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3778063.500000 Penalty: 3377.571533
	Iteration 36Q: 3 clusters Score -3778064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3778061.750000 Penalty: 3377.571533
	Iteration 37Q: 3 clusters Score -3778062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3778064.250000 Penalty: 3377.571533
	Iteration 38Q: 3 clusters Score -3778064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3778068.750000 Penalty: 3377.571533
	Iteration 39Q: 3 clusters Score -3778069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3778074.750000 Penalty: 3377.571533
	Iteration 40F: 3 clusters Score -3778075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3778086.500000 Penalty: 3377.571533
	Iteration 41Q: 3 clusters Score -3778086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3778088.250000 Penalty: 3377.571533
	Iteration 42Q: 3 clusters Score -3778088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3778089.750000 Penalty: 3377.571533
	Iteration 43Q: 3 clusters Score -3778090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3778094.750000 Penalty: 3377.571533
	Iteration 44Q: 3 clusters Score -3778095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3778099.500000 Penalty: 3377.571533
	Iteration 45Q: 3 clusters Score -3778100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3778107.000000 Penalty: 3377.571533
	Iteration 46Q: 3 clusters Score -3778107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3778109.500000 Penalty: 3377.571533
	Iteration 47Q: 3 clusters Score -3778110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3778111.750000 Penalty: 3377.571533
	Iteration 48Q: 3 clusters Score -3778112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3778112.250000 Penalty: 3377.571533
	Iteration 49Q: 3 clusters Score -3778112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3778116.250000 Penalty: 3377.571533
	Iteration 50Q: 3 clusters Score -3778116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3778124.500000 Penalty: 3377.571533
	Iteration 51Q: 3 clusters Score -3778124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3778127.750000 Penalty: 3377.571533
	Iteration 52Q: 3 clusters Score -3778128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3778131.750000 Penalty: 3377.571533
	Iteration 53Q: 3 clusters Score -3778132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3778130.750000 Penalty: 3377.571533
	Iteration 54Q: 3 clusters Score -3778131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3778131.500000 Penalty: 3377.571533
	Iteration 55Q: 3 clusters Score -3778132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3778133.500000 Penalty: 3377.571533
	Iteration 56Q: 3 clusters Score -3778134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3778133.500000 Penalty: 3377.571533
	Iteration 57F: 3 clusters Score -3778134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Entering Unmasked Estep 
Score: -1450920.875000 Penalty: 1526.902344
	Iteration 0F: 2 clusters Score -1450921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1442400.750000 Penalty: 3053.804688
	Iteration 0F: 3 clusters Score -1442401 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1445104.750000 Penalty: 3053.804688
	Iteration 1F: 3 clusters Score -1445105 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1445341.125000 Penalty: 3053.804688
	Iteration 2F: 3 clusters Score -1445341 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1445506.250000 Penalty: 3053.804688
	Iteration 3Q: 3 clusters Score -1445506 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1445668.125000 Penalty: 3053.804688
	Iteration 4Q: 3 clusters Score -1445668 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1445837.750000 Penalty: 3053.804688
	Iteration 5Q: 3 clusters Score -1445838 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1446043.250000 Penalty: 3053.804688
	Iteration 6Q: 3 clusters Score -1446043 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1446336.625000 Penalty: 3053.804688
	Iteration 7Q: 3 clusters Score -1446337 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1446746.500000 Penalty: 3053.804688
	Iteration 8F: 3 clusters Score -1446746 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1447302.000000 Penalty: 3053.804688
	Iteration 9F: 3 clusters Score -1447302 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1447928.875000 Penalty: 3053.804688
	Iteration 10F: 3 clusters Score -1447929 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1448565.625000 Penalty: 3053.804688
	Iteration 11F: 3 clusters Score -1448566 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1449027.125000 Penalty: 3053.804688
	Iteration 12Q: 3 clusters Score -1449027 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1449291.500000 Penalty: 3053.804688
	Iteration 13Q: 3 clusters Score -1449292 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1449428.000000 Penalty: 3053.804688
	Iteration 14Q: 3 clusters Score -1449428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1449505.375000 Penalty: 3053.804688
	Iteration 15Q: 3 clusters Score -1449505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1449531.000000 Penalty: 3053.804688
	Iteration 16Q: 3 clusters Score -1449531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1449544.375000 Penalty: 3053.804688
	Iteration 17Q: 3 clusters Score -1449544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1449552.750000 Penalty: 3053.804688
	Iteration 18Q: 3 clusters Score -1449553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1449566.875000 Penalty: 3053.804688
	Iteration 19Q: 3 clusters Score -1449567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1449573.625000 Penalty: 3053.804688
	Iteration 20F: 3 clusters Score -1449574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1449581.375000 Penalty: 3053.804688
	Iteration 21Q: 3 clusters Score -1449581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1449584.500000 Penalty: 3053.804688
	Iteration 22Q: 3 clusters Score -1449584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1449590.375000 Penalty: 3053.804688
	Iteration 23Q: 3 clusters Score -1449590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1449591.375000 Penalty: 3053.804688
	Iteration 24Q: 3 clusters Score -1449591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1449592.375000 Penalty: 3053.804688
	Iteration 25Q: 3 clusters Score -1449592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1449595.250000 Penalty: 3053.804688
	Iteration 26Q: 3 clusters Score -1449595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1449595.250000 Penalty: 3053.804688
	Iteration 27F: 3 clusters Score -1449595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Entering Unmasked Estep 
Score: -1574961.125000 Penalty: 1545.254639
	Iteration 0F: 2 clusters Score -1574961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1565500.875000 Penalty: 3090.509277
	Iteration 0F: 3 clusters Score -1565501 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1568954.250000 Penalty: 3090.509277
	Iteration 1F: 3 clusters Score -1568954 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1569454.875000 Penalty: 3090.509277
	Iteration 2F: 3 clusters Score -1569455 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1569981.250000 Penalty: 3090.509277
	Iteration 3F: 3 clusters Score -1569981 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1570538.500000 Penalty: 3090.509277
	Iteration 4F: 3 clusters Score -1570538 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1571143.000000 Penalty: 3090.509277
	Iteration 5F: 3 clusters Score -1571143 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1571752.875000 Penalty: 3090.509277
	Iteration 6F: 3 clusters Score -1571753 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1572281.500000 Penalty: 3090.509277
	Iteration 7Q: 3 clusters Score -1572282 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1572713.750000 Penalty: 3090.509277
	Iteration 8Q: 3 clusters Score -1572714 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1573042.250000 Penalty: 3090.509277
	Iteration 9Q: 3 clusters Score -1573042 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1573262.750000 Penalty: 3090.509277
	Iteration 10Q: 3 clusters Score -1573263 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1573398.500000 Penalty: 3090.509277
	Iteration 11Q: 3 clusters Score -1573398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1573475.375000 Penalty: 3090.509277
	Iteration 12Q: 3 clusters Score -1573475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1573536.750000 Penalty: 3090.509277
	Iteration 13Q: 3 clusters Score -1573537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1573575.875000 Penalty: 3090.509277
	Iteration 14Q: 3 clusters Score -1573576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1573600.750000 Penalty: 3090.509277
	Iteration 15Q: 3 clusters Score -1573601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1573612.875000 Penalty: 3090.509277
	Iteration 16Q: 3 clusters Score -1573613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1573624.000000 Penalty: 3090.509277
	Iteration 17Q: 3 clusters Score -1573624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1573628.500000 Penalty: 3090.509277
	Iteration 18Q: 3 clusters Score -1573628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1573633.375000 Penalty: 3090.509277
	Iteration 19Q: 3 clusters Score -1573633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1573632.000000 Penalty: 3090.509277
	Iteration 20F: 3 clusters Score -1573632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1573639.125000 Penalty: 3090.509277
	Iteration 21Q: 3 clusters Score -1573639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1573643.375000 Penalty: 3090.509277
	Iteration 22Q: 3 clusters Score -1573643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1573645.500000 Penalty: 3090.509277
	Iteration 23Q: 3 clusters Score -1573646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1573646.000000 Penalty: 3090.509277
	Iteration 24Q: 3 clusters Score -1573646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1573646.250000 Penalty: 3090.509277
	Iteration 25Q: 3 clusters Score -1573646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1573648.000000 Penalty: 3090.509277
	Iteration 26Q: 3 clusters Score -1573648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1573649.750000 Penalty: 3090.509277
	Iteration 27Q: 3 clusters Score -1573650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1573653.125000 Penalty: 3090.509277
	Iteration 28Q: 3 clusters Score -1573653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1573654.125000 Penalty: 3090.509277
	Iteration 29Q: 3 clusters Score -1573654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1573654.125000 Penalty: 3090.509277
	Iteration 30F: 3 clusters Score -1573654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43442.664062 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -43442.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42548.542969 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -42548.54 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42779.890625 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -42779.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -42906.445312 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -42906.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42976.191406 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -42976.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -43015.089844 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -43015.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43029.035156 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -43029.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43034.789062 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -43034.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43035.757812 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -43035.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -43035.757812 Penalty: 1973.739502
	Iteration 8F: 3 clusters Score -43035.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Entering Unmasked Estep 
Score: -1923718.750000 Penalty: 1578.852051
	Iteration 0F: 2 clusters Score -1923719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1912440.125000 Penalty: 3157.704102
	Iteration 0F: 3 clusters Score -1912440 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1916408.750000 Penalty: 3157.704102
	Iteration 1F: 3 clusters Score -1916409 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1916693.875000 Penalty: 3157.704102
	Iteration 2F: 3 clusters Score -1916694 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1916956.875000 Penalty: 3157.704102
	Iteration 3Q: 3 clusters Score -1916957 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1917251.625000 Penalty: 3157.704102
	Iteration 4Q: 3 clusters Score -1917252 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1917556.750000 Penalty: 3157.704102
	Iteration 5Q: 3 clusters Score -1917557 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1917952.125000 Penalty: 3157.704102
	Iteration 6Q: 3 clusters Score -1917952 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1918402.250000 Penalty: 3157.704102
	Iteration 7Q: 3 clusters Score -1918402 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1918927.750000 Penalty: 3157.704102
	Iteration 8Q: 3 clusters Score -1918928 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1919495.500000 Penalty: 3157.704102
	Iteration 9F: 3 clusters Score -1919496 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1920088.000000 Penalty: 3157.704102
	Iteration 10F: 3 clusters Score -1920088 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1920602.500000 Penalty: 3157.704102
	Iteration 11F: 3 clusters Score -1920602 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1920981.500000 Penalty: 3157.704102
	Iteration 12Q: 3 clusters Score -1920982 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1921210.750000 Penalty: 3157.704102
	Iteration 13Q: 3 clusters Score -1921211 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1921366.250000 Penalty: 3157.704102
	Iteration 14Q: 3 clusters Score -1921366 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1921452.625000 Penalty: 3157.704102
	Iteration 15Q: 3 clusters Score -1921453 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1921531.500000 Penalty: 3157.704102
	Iteration 16Q: 3 clusters Score -1921532 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1921602.875000 Penalty: 3157.704102
	Iteration 17Q: 3 clusters Score -1921603 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1921653.750000 Penalty: 3157.704102
	Iteration 18Q: 3 clusters Score -1921654 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1921702.125000 Penalty: 3157.704102
	Iteration 19Q: 3 clusters Score -1921702 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1921735.375000 Penalty: 3157.704102
	Iteration 20F: 3 clusters Score -1921735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1921764.375000 Penalty: 3157.704102
	Iteration 21Q: 3 clusters Score -1921764 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1921785.000000 Penalty: 3157.704102
	Iteration 22Q: 3 clusters Score -1921785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1921809.125000 Penalty: 3157.704102
	Iteration 23Q: 3 clusters Score -1921809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1921817.250000 Penalty: 3157.704102
	Iteration 24Q: 3 clusters Score -1921817 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1921836.625000 Penalty: 3157.704102
	Iteration 25Q: 3 clusters Score -1921837 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1921858.125000 Penalty: 3157.704102
	Iteration 26Q: 3 clusters Score -1921858 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1921868.375000 Penalty: 3157.704102
	Iteration 27Q: 3 clusters Score -1921868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1921872.625000 Penalty: 3157.704102
	Iteration 28Q: 3 clusters Score -1921873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1921878.375000 Penalty: 3157.704102
	Iteration 29Q: 3 clusters Score -1921878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1921882.500000 Penalty: 3157.704102
	Iteration 30Q: 3 clusters Score -1921882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1921886.500000 Penalty: 3157.704102
	Iteration 31Q: 3 clusters Score -1921886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1921898.375000 Penalty: 3157.704102
	Iteration 32Q: 3 clusters Score -1921898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1921898.875000 Penalty: 3157.704102
	Iteration 33Q: 3 clusters Score -1921899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1921898.375000 Penalty: 3157.704102
	Iteration 34Q: 3 clusters Score -1921898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1921897.000000 Penalty: 3157.704102
	Iteration 35Q: 3 clusters Score -1921897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1921904.125000 Penalty: 3157.704102
	Iteration 36Q: 3 clusters Score -1921904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1921904.375000 Penalty: 3157.704102
	Iteration 37Q: 3 clusters Score -1921904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1921904.500000 Penalty: 3157.704102
	Iteration 38Q: 3 clusters Score -1921904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1921910.000000 Penalty: 3157.704102
	Iteration 39Q: 3 clusters Score -1921910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1921915.000000 Penalty: 3157.704102
	Iteration 40F: 3 clusters Score -1921915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1921919.875000 Penalty: 3157.704102
	Iteration 41Q: 3 clusters Score -1921920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1921922.375000 Penalty: 3157.704102
	Iteration 42Q: 3 clusters Score -1921922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1921932.000000 Penalty: 3157.704102
	Iteration 43Q: 3 clusters Score -1921932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1921930.625000 Penalty: 3157.704102
	Iteration 44Q: 3 clusters Score -1921931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1921932.500000 Penalty: 3157.704102
	Iteration 45Q: 3 clusters Score -1921932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1921941.125000 Penalty: 3157.704102
	Iteration 46Q: 3 clusters Score -1921941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1921943.000000 Penalty: 3157.704102
	Iteration 47Q: 3 clusters Score -1921943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1921940.375000 Penalty: 3157.704102
	Iteration 48Q: 3 clusters Score -1921940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1921941.125000 Penalty: 3157.704102
	Iteration 49Q: 3 clusters Score -1921941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1921943.250000 Penalty: 3157.704102
	Iteration 50Q: 3 clusters Score -1921943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1921948.000000 Penalty: 3157.704102
	Iteration 51Q: 3 clusters Score -1921948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1921945.375000 Penalty: 3157.704102
	Iteration 52Q: 3 clusters Score -1921945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1921944.875000 Penalty: 3157.704102
	Iteration 53Q: 3 clusters Score -1921945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1921948.375000 Penalty: 3157.704102
	Iteration 54Q: 3 clusters Score -1921948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1921954.750000 Penalty: 3157.704102
	Iteration 55Q: 3 clusters Score -1921955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1921950.250000 Penalty: 3157.704102
	Iteration 56Q: 3 clusters Score -1921950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1921948.500000 Penalty: 3157.704102
	Iteration 57Q: 3 clusters Score -1921948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1921953.375000 Penalty: 3157.704102
	Iteration 58Q: 3 clusters Score -1921953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1921947.125000 Penalty: 3157.704102
	Iteration 59Q: 3 clusters Score -1921947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1921950.875000 Penalty: 3157.704102
	Iteration 60F: 3 clusters Score -1921951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1921948.625000 Penalty: 3157.704102
	Iteration 61Q: 3 clusters Score -1921949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1921949.625000 Penalty: 3157.704102
	Iteration 62Q: 3 clusters Score -1921950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1921951.625000 Penalty: 3157.704102
	Iteration 63Q: 3 clusters Score -1921952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1921954.750000 Penalty: 3157.704102
	Iteration 64Q: 3 clusters Score -1921955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1921952.375000 Penalty: 3157.704102
	Iteration 65Q: 3 clusters Score -1921952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1921954.000000 Penalty: 3157.704102
	Iteration 66Q: 3 clusters Score -1921954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1921957.875000 Penalty: 3157.704102
	Iteration 67Q: 3 clusters Score -1921958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1921962.875000 Penalty: 3157.704102
	Iteration 68Q: 3 clusters Score -1921963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1921964.625000 Penalty: 3157.704102
	Iteration 69Q: 3 clusters Score -1921965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1921964.500000 Penalty: 3157.704102
	Iteration 70Q: 3 clusters Score -1921964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1921971.000000 Penalty: 3157.704102
	Iteration 71Q: 3 clusters Score -1921971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1921976.250000 Penalty: 3157.704102
	Iteration 72Q: 3 clusters Score -1921976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1921981.125000 Penalty: 3157.704102
	Iteration 73Q: 3 clusters Score -1921981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1921981.375000 Penalty: 3157.704102
	Iteration 74Q: 3 clusters Score -1921981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1921983.875000 Penalty: 3157.704102
	Iteration 75Q: 3 clusters Score -1921984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1921983.500000 Penalty: 3157.704102
	Iteration 76Q: 3 clusters Score -1921984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1921991.375000 Penalty: 3157.704102
	Iteration 77Q: 3 clusters Score -1921991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1921996.000000 Penalty: 3157.704102
	Iteration 78Q: 3 clusters Score -1921996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1921998.875000 Penalty: 3157.704102
	Iteration 79Q: 3 clusters Score -1921999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1922002.750000 Penalty: 3157.704102
	Iteration 80F: 3 clusters Score -1922003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1922004.000000 Penalty: 3157.704102
	Iteration 81Q: 3 clusters Score -1922004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1922010.625000 Penalty: 3157.704102
	Iteration 82Q: 3 clusters Score -1922011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1922017.500000 Penalty: 3157.704102
	Iteration 83Q: 3 clusters Score -1922018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1922026.000000 Penalty: 3157.704102
	Iteration 84Q: 3 clusters Score -1922026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1922026.875000 Penalty: 3157.704102
	Iteration 85Q: 3 clusters Score -1922027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1922021.000000 Penalty: 3157.704102
	Iteration 86Q: 3 clusters Score -1922021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1922027.000000 Penalty: 3157.704102
	Iteration 87Q: 3 clusters Score -1922027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1922032.750000 Penalty: 3157.704102
	Iteration 88Q: 3 clusters Score -1922033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1922034.250000 Penalty: 3157.704102
	Iteration 89Q: 3 clusters Score -1922034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1922034.875000 Penalty: 3157.704102
	Iteration 90Q: 3 clusters Score -1922035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1922034.000000 Penalty: 3157.704102
	Iteration 91Q: 3 clusters Score -1922034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1922035.375000 Penalty: 3157.704102
	Iteration 92Q: 3 clusters Score -1922035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1922036.875000 Penalty: 3157.704102
	Iteration 93Q: 3 clusters Score -1922037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1922037.125000 Penalty: 3157.704102
	Iteration 94Q: 3 clusters Score -1922037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1922036.250000 Penalty: 3157.704102
	Iteration 95Q: 3 clusters Score -1922036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1922045.500000 Penalty: 3157.704102
	Iteration 96Q: 3 clusters Score -1922046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1922048.500000 Penalty: 3157.704102
	Iteration 97Q: 3 clusters Score -1922048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1922050.625000 Penalty: 3157.704102
	Iteration 98Q: 3 clusters Score -1922051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1922045.000000 Penalty: 3157.704102
	Iteration 99Q: 3 clusters Score -1922045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1922049.000000 Penalty: 3157.704102
	Iteration 100F: 3 clusters Score -1922049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1922050.125000 Penalty: 3157.704102
	Iteration 101Q: 3 clusters Score -1922050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1922057.875000 Penalty: 3157.704102
	Iteration 102Q: 3 clusters Score -1922058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1922057.375000 Penalty: 3157.704102
	Iteration 103Q: 3 clusters Score -1922057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1922060.250000 Penalty: 3157.704102
	Iteration 104Q: 3 clusters Score -1922060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1922067.250000 Penalty: 3157.704102
	Iteration 105Q: 3 clusters Score -1922067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1922066.000000 Penalty: 3157.704102
	Iteration 106Q: 3 clusters Score -1922066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1922068.375000 Penalty: 3157.704102
	Iteration 107Q: 3 clusters Score -1922068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1922066.000000 Penalty: 3157.704102
	Iteration 108Q: 3 clusters Score -1922066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1922065.375000 Penalty: 3157.704102
	Iteration 109Q: 3 clusters Score -1922065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1922070.000000 Penalty: 3157.704102
	Iteration 110Q: 3 clusters Score -1922070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1922068.125000 Penalty: 3157.704102
	Iteration 111Q: 3 clusters Score -1922068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1922070.500000 Penalty: 3157.704102
	Iteration 112Q: 3 clusters Score -1922070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1922071.500000 Penalty: 3157.704102
	Iteration 113Q: 3 clusters Score -1922072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1922078.375000 Penalty: 3157.704102
	Iteration 114Q: 3 clusters Score -1922078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1922074.250000 Penalty: 3157.704102
	Iteration 115Q: 3 clusters Score -1922074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1922078.500000 Penalty: 3157.704102
	Iteration 116Q: 3 clusters Score -1922078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1922083.000000 Penalty: 3157.704102
	Iteration 117Q: 3 clusters Score -1922083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1922085.375000 Penalty: 3157.704102
	Iteration 118Q: 3 clusters Score -1922085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1922085.750000 Penalty: 3157.704102
	Iteration 119Q: 3 clusters Score -1922086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1922084.250000 Penalty: 3157.704102
	Iteration 120F: 3 clusters Score -1922084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1922082.875000 Penalty: 3157.704102
	Iteration 121Q: 3 clusters Score -1922083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1922083.375000 Penalty: 3157.704102
	Iteration 122Q: 3 clusters Score -1922083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1922083.500000 Penalty: 3157.704102
	Iteration 123Q: 3 clusters Score -1922084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1922085.375000 Penalty: 3157.704102
	Iteration 124Q: 3 clusters Score -1922085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1922085.375000 Penalty: 3157.704102
	Iteration 125Q: 3 clusters Score -1922085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1922085.500000 Penalty: 3157.704102
	Iteration 126Q: 3 clusters Score -1922086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1922086.750000 Penalty: 3157.704102
	Iteration 127Q: 3 clusters Score -1922087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1922088.875000 Penalty: 3157.704102
	Iteration 128Q: 3 clusters Score -1922089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1922088.875000 Penalty: 3157.704102
	Iteration 129F: 3 clusters Score -1922089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (82440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Entering Unmasked Estep 
Score: -9654216.000000 Penalty: 1839.471802
	Iteration 0F: 2 clusters Score -9654216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -9599753.000000 Penalty: 3678.943604
	Iteration 0F: 3 clusters Score -9599753 nChanged 39122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -9622422.000000 Penalty: 3678.943604
	Iteration 1F: 3 clusters Score -9622422 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -9623422.000000 Penalty: 3678.943604
	Iteration 2Q: 3 clusters Score -9623422 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -9625198.000000 Penalty: 3678.943604
	Iteration 3Q: 3 clusters Score -9625198 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -9628162.000000 Penalty: 3678.943604
	Iteration 4F: 3 clusters Score -9628162 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -9632725.000000 Penalty: 3678.943604
	Iteration 5F: 3 clusters Score -9632725 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -9638952.000000 Penalty: 3678.943604
	Iteration 6F: 3 clusters Score -9638952 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -9644734.000000 Penalty: 3678.943604
	Iteration 7F: 3 clusters Score -9644734 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 77314 members 
Entering Unmasked Estep 
Score: -9648575.000000 Penalty: 3678.943604
	Iteration 8F: 3 clusters Score -9648575 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -9650539.000000 Penalty: 3678.943604
	Iteration 9Q: 3 clusters Score -9650539 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -9651560.000000 Penalty: 3678.943604
	Iteration 10Q: 3 clusters Score -9651560 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -9652059.000000 Penalty: 3678.943604
	Iteration 11Q: 3 clusters Score -9652059 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -9652333.000000 Penalty: 3678.943604
	Iteration 12Q: 3 clusters Score -9652333 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -9652519.000000 Penalty: 3678.943604
	Iteration 13Q: 3 clusters Score -9652519 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 81603 members 
Entering Unmasked Estep 
Score: -9652611.000000 Penalty: 3678.943604
	Iteration 14Q: 3 clusters Score -9652611 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -9652678.000000 Penalty: 3678.943604
	Iteration 15Q: 3 clusters Score -9652678 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -9652718.000000 Penalty: 3678.943604
	Iteration 16Q: 3 clusters Score -9652718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -9652740.000000 Penalty: 3678.943604
	Iteration 17Q: 3 clusters Score -9652740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -9652762.000000 Penalty: 3678.943604
	Iteration 18Q: 3 clusters Score -9652762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 81619 members 
Entering Unmasked Estep 
Score: -9652765.000000 Penalty: 3678.943604
	Iteration 19Q: 3 clusters Score -9652765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -9652777.000000 Penalty: 3678.943604
	Iteration 20F: 3 clusters Score -9652777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -9652778.000000 Penalty: 3678.943604
	Iteration 21Q: 3 clusters Score -9652778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -9652786.000000 Penalty: 3678.943604
	Iteration 22Q: 3 clusters Score -9652786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -9652791.000000 Penalty: 3678.943604
	Iteration 23Q: 3 clusters Score -9652791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -9652794.000000 Penalty: 3678.943604
	Iteration 24Q: 3 clusters Score -9652794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -9652789.000000 Penalty: 3678.943604
	Iteration 25Q: 3 clusters Score -9652789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 81620 members 
Entering Unmasked Estep 
Score: -9652787.000000 Penalty: 3678.943604
	Iteration 26Q: 3 clusters Score -9652787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 81618 members 
Entering Unmasked Estep 
Score: -9652784.000000 Penalty: 3678.943604
	Iteration 27Q: 3 clusters Score -9652784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -9652781.000000 Penalty: 3678.943604
	Iteration 28Q: 3 clusters Score -9652781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -9652789.000000 Penalty: 3678.943604
	Iteration 29Q: 3 clusters Score -9652789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -9652797.000000 Penalty: 3678.943604
	Iteration 30Q: 3 clusters Score -9652797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -9652796.000000 Penalty: 3678.943604
	Iteration 31Q: 3 clusters Score -9652796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -9652807.000000 Penalty: 3678.943604
	Iteration 32Q: 3 clusters Score -9652807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -9652809.000000 Penalty: 3678.943604
	Iteration 33Q: 3 clusters Score -9652809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -9652804.000000 Penalty: 3678.943604
	Iteration 34Q: 3 clusters Score -9652804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -9652808.000000 Penalty: 3678.943604
	Iteration 35Q: 3 clusters Score -9652808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -9652810.000000 Penalty: 3678.943604
	Iteration 36Q: 3 clusters Score -9652810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -9652813.000000 Penalty: 3678.943604
	Iteration 37Q: 3 clusters Score -9652813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -9652813.000000 Penalty: 3678.943604
	Iteration 38F: 3 clusters Score -9652813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (140631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140631 members 
Entering Unmasked Estep 
Score: -16155682.000000 Penalty: 1926.257935
	Iteration 0F: 2 clusters Score -1.615568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -16069428.000000 Penalty: 3852.515869
	Iteration 0F: 3 clusters Score -1.606943e+07 nChanged 67591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -16109913.000000 Penalty: 3852.515869
	Iteration 1F: 3 clusters Score -1.610991e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -16111165.000000 Penalty: 3852.515869
	Iteration 2Q: 3 clusters Score -1.611116e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -16112652.000000 Penalty: 3852.515869
	Iteration 3Q: 3 clusters Score -1.611265e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -16114676.000000 Penalty: 3852.515869
	Iteration 4Q: 3 clusters Score -1.611468e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -16117315.000000 Penalty: 3852.515869
	Iteration 5Q: 3 clusters Score -1.611732e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -16120852.000000 Penalty: 3852.515869
	Iteration 6F: 3 clusters Score -1.612085e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -16125761.000000 Penalty: 3852.515869
	Iteration 7F: 3 clusters Score -1.612576e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92564 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -16131638.000000 Penalty: 3852.515869
	Iteration 8F: 3 clusters Score -1.613164e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -16137206.000000 Penalty: 3852.515869
	Iteration 9F: 3 clusters Score -1.613721e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -16141101.000000 Penalty: 3852.515869
	Iteration 10Q: 3 clusters Score -1.61411e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -16143473.000000 Penalty: 3852.515869
	Iteration 11Q: 3 clusters Score -1.614347e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110652 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -16145031.000000 Penalty: 3852.515869
	Iteration 12Q: 3 clusters Score -1.614503e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -16146599.000000 Penalty: 3852.515869
	Iteration 13Q: 3 clusters Score -1.61466e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -16147989.000000 Penalty: 3852.515869
	Iteration 14Q: 3 clusters Score -1.614799e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122489 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -16149317.000000 Penalty: 3852.515869
	Iteration 15Q: 3 clusters Score -1.614932e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -16150415.000000 Penalty: 3852.515869
	Iteration 16Q: 3 clusters Score -1.615042e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128324 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -16151429.000000 Penalty: 3852.515869
	Iteration 17Q: 3 clusters Score -1.615143e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130448 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -16152179.000000 Penalty: 3852.515869
	Iteration 18Q: 3 clusters Score -1.615218e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132059 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -16152774.000000 Penalty: 3852.515869
	Iteration 19Q: 3 clusters Score -1.615277e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133324 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -16153231.000000 Penalty: 3852.515869
	Iteration 20F: 3 clusters Score -1.615323e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134281 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -16153559.000000 Penalty: 3852.515869
	Iteration 21Q: 3 clusters Score -1.615356e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135069 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -16153751.000000 Penalty: 3852.515869
	Iteration 22Q: 3 clusters Score -1.615375e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135741 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -16153763.000000 Penalty: 3852.515869
	Iteration 23Q: 3 clusters Score -1.615376e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136361 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -16154004.000000 Penalty: 3852.515869
	Iteration 24Q: 3 clusters Score -1.6154e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136844 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -16154128.000000 Penalty: 3852.515869
	Iteration 25Q: 3 clusters Score -1.615413e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -16154207.000000 Penalty: 3852.515869
	Iteration 26Q: 3 clusters Score -1.615421e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137648 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -16154206.000000 Penalty: 3852.515869
	Iteration 27Q: 3 clusters Score -1.615421e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137963 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -16154220.000000 Penalty: 3852.515869
	Iteration 28Q: 3 clusters Score -1.615422e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138227 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -16154247.000000 Penalty: 3852.515869
	Iteration 29Q: 3 clusters Score -1.615425e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138457 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -16154250.000000 Penalty: 3852.515869
	Iteration 30Q: 3 clusters Score -1.615425e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138644 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -16154238.000000 Penalty: 3852.515869
	Iteration 31Q: 3 clusters Score -1.615424e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138792 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -16154224.000000 Penalty: 3852.515869
	Iteration 32Q: 3 clusters Score -1.615422e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138940 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -16154241.000000 Penalty: 3852.515869
	Iteration 33Q: 3 clusters Score -1.615424e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -16154212.000000 Penalty: 3852.515869
	Iteration 34Q: 3 clusters Score -1.615421e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139226 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -16154201.000000 Penalty: 3852.515869
	Iteration 35Q: 3 clusters Score -1.61542e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139325 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -16154233.000000 Penalty: 3852.515869
	Iteration 36Q: 3 clusters Score -1.615423e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139410 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -16154230.000000 Penalty: 3852.515869
	Iteration 37Q: 3 clusters Score -1.615423e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139482 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16154223.000000 Penalty: 3852.515869
	Iteration 38Q: 3 clusters Score -1.615422e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139542 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -16154219.000000 Penalty: 3852.515869
	Iteration 39Q: 3 clusters Score -1.615422e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139605 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -16154235.000000 Penalty: 3852.515869
	Iteration 40F: 3 clusters Score -1.615424e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139655 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -16154224.000000 Penalty: 3852.515869
	Iteration 41Q: 3 clusters Score -1.615422e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139689 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16154237.000000 Penalty: 3852.515869
	Iteration 42Q: 3 clusters Score -1.615424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139716 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16154227.000000 Penalty: 3852.515869
	Iteration 43Q: 3 clusters Score -1.615423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139743 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -16154234.000000 Penalty: 3852.515869
	Iteration 44Q: 3 clusters Score -1.615423e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139762 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -16154242.000000 Penalty: 3852.515869
	Iteration 45Q: 3 clusters Score -1.615424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139778 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16154252.000000 Penalty: 3852.515869
	Iteration 46Q: 3 clusters Score -1.615425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139792 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16154263.000000 Penalty: 3852.515869
	Iteration 47Q: 3 clusters Score -1.615426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139800 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16154257.000000 Penalty: 3852.515869
	Iteration 48Q: 3 clusters Score -1.615426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139812 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -16154269.000000 Penalty: 3852.515869
	Iteration 49Q: 3 clusters Score -1.615427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139822 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16154268.000000 Penalty: 3852.515869
	Iteration 50Q: 3 clusters Score -1.615427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139830 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16154267.000000 Penalty: 3852.515869
	Iteration 51Q: 3 clusters Score -1.615427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139836 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16154268.000000 Penalty: 3852.515869
	Iteration 52Q: 3 clusters Score -1.615427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139843 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -16154261.000000 Penalty: 3852.515869
	Iteration 53Q: 3 clusters Score -1.615426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -16154263.000000 Penalty: 3852.515869
	Iteration 54Q: 3 clusters Score -1.615426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139860 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16154256.000000 Penalty: 3852.515869
	Iteration 55Q: 3 clusters Score -1.615426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139865 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16154255.000000 Penalty: 3852.515869
	Iteration 56Q: 3 clusters Score -1.615426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139869 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -16154250.000000 Penalty: 3852.515869
	Iteration 57Q: 3 clusters Score -1.615425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139871 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -16154256.000000 Penalty: 3852.515869
	Iteration 58Q: 3 clusters Score -1.615426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139877 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -16154254.000000 Penalty: 3852.515869
	Iteration 59Q: 3 clusters Score -1.615425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139883 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -16154262.000000 Penalty: 3852.515869
	Iteration 60F: 3 clusters Score -1.615426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139889 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16154257.000000 Penalty: 3852.515869
	Iteration 61Q: 3 clusters Score -1.615426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139900 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -16154271.000000 Penalty: 3852.515869
	Iteration 62Q: 3 clusters Score -1.615427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139908 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -16154279.000000 Penalty: 3852.515869
	Iteration 63Q: 3 clusters Score -1.615428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139920 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16154271.000000 Penalty: 3852.515869
	Iteration 64Q: 3 clusters Score -1.615427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139930 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16154279.000000 Penalty: 3852.515869
	Iteration 65Q: 3 clusters Score -1.615428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139934 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16154274.000000 Penalty: 3852.515869
	Iteration 66Q: 3 clusters Score -1.615427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139939 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -16154284.000000 Penalty: 3852.515869
	Iteration 67Q: 3 clusters Score -1.615428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139941 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -16154282.000000 Penalty: 3852.515869
	Iteration 68Q: 3 clusters Score -1.615428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139944 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16154286.000000 Penalty: 3852.515869
	Iteration 69Q: 3 clusters Score -1.615429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139948 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -16154285.000000 Penalty: 3852.515869
	Iteration 70Q: 3 clusters Score -1.615428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139950 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -16154286.000000 Penalty: 3852.515869
	Iteration 71Q: 3 clusters Score -1.615429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139948 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -16154284.000000 Penalty: 3852.515869
	Iteration 72Q: 3 clusters Score -1.615428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139948 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -16154284.000000 Penalty: 3852.515869
	Iteration 73F: 3 clusters Score -1.615428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Entering Unmasked Estep 
Score: -601932.187500 Penalty: 1399.561401
	Iteration 0F: 2 clusters Score -601932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -597612.250000 Penalty: 2799.122803
	Iteration 0F: 3 clusters Score -597612.2 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -598820.125000 Penalty: 2799.122803
	Iteration 1F: 3 clusters Score -598820.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -599114.812500 Penalty: 2799.122803
	Iteration 2F: 3 clusters Score -599114.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -599381.375000 Penalty: 2799.122803
	Iteration 3F: 3 clusters Score -599381.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -599674.625000 Penalty: 2799.122803
	Iteration 4F: 3 clusters Score -599674.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -599971.750000 Penalty: 2799.122803
	Iteration 5F: 3 clusters Score -599971.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -600218.375000 Penalty: 2799.122803
	Iteration 6F: 3 clusters Score -600218.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -600438.500000 Penalty: 2799.122803
	Iteration 7F: 3 clusters Score -600438.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -600643.812500 Penalty: 2799.122803
	Iteration 8Q: 3 clusters Score -600643.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -600845.937500 Penalty: 2799.122803
	Iteration 9Q: 3 clusters Score -600845.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -600966.687500 Penalty: 2799.122803
	Iteration 10Q: 3 clusters Score -600966.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -601040.187500 Penalty: 2799.122803
	Iteration 11Q: 3 clusters Score -601040.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -601078.875000 Penalty: 2799.122803
	Iteration 12Q: 3 clusters Score -601078.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -601106.187500 Penalty: 2799.122803
	Iteration 13Q: 3 clusters Score -601106.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -601122.062500 Penalty: 2799.122803
	Iteration 14Q: 3 clusters Score -601122.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -601129.687500 Penalty: 2799.122803
	Iteration 15Q: 3 clusters Score -601129.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -601139.937500 Penalty: 2799.122803
	Iteration 16Q: 3 clusters Score -601139.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -601147.312500 Penalty: 2799.122803
	Iteration 17Q: 3 clusters Score -601147.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -601156.000000 Penalty: 2799.122803
	Iteration 18Q: 3 clusters Score -601156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -601160.625000 Penalty: 2799.122803
	Iteration 19Q: 3 clusters Score -601160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -601165.187500 Penalty: 2799.122803
	Iteration 20F: 3 clusters Score -601165.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -601170.937500 Penalty: 2799.122803
	Iteration 21Q: 3 clusters Score -601170.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -601175.125000 Penalty: 2799.122803
	Iteration 22Q: 3 clusters Score -601175.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -601178.500000 Penalty: 2799.122803
	Iteration 23Q: 3 clusters Score -601178.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -601182.000000 Penalty: 2799.122803
	Iteration 24Q: 3 clusters Score -601182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -601185.687500 Penalty: 2799.122803
	Iteration 25Q: 3 clusters Score -601185.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -601189.000000 Penalty: 2799.122803
	Iteration 26Q: 3 clusters Score -601189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -601189.625000 Penalty: 2799.122803
	Iteration 27Q: 3 clusters Score -601189.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -601192.000000 Penalty: 2799.122803
	Iteration 28Q: 3 clusters Score -601192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -601192.000000 Penalty: 2799.122803
	Iteration 29F: 3 clusters Score -601192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -102643.335938 Penalty: 1104.846558
	Iteration 0F: 2 clusters Score -102643.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -101306.460938 Penalty: 2209.693115
	Iteration 0F: 3 clusters Score -101306.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101524.023438 Penalty: 2209.693115
	Iteration 1F: 3 clusters Score -101524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101564.640625 Penalty: 2209.693115
	Iteration 2F: 3 clusters Score -101564.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101585.453125 Penalty: 2209.693115
	Iteration 3Q: 3 clusters Score -101585.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101599.539062 Penalty: 2209.693115
	Iteration 4Q: 3 clusters Score -101599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101603.906250 Penalty: 2209.693115
	Iteration 5Q: 3 clusters Score -101603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101605.375000 Penalty: 2209.693115
	Iteration 6Q: 3 clusters Score -101605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101606.640625 Penalty: 2209.693115
	Iteration 7Q: 3 clusters Score -101606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101607.304688 Penalty: 2209.693115
	Iteration 8Q: 3 clusters Score -101607.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101608.226562 Penalty: 2209.693115
	Iteration 9Q: 3 clusters Score -101608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101610.070312 Penalty: 2209.693115
	Iteration 10Q: 3 clusters Score -101610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101610.070312 Penalty: 2209.693115
	Iteration 11F: 3 clusters Score -101610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 94082 members 
Mstep: Class 3 contains 67783 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 402 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 28104 members 
Mstep: Class 10 contains 4682 members 
Mstep: Class 11 contains 11268 members 
Mstep: Class 12 contains 109661 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 92081 members 
Mstep: Class 15 contains 27508 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 32615 members 
Mstep: Class 18 contains 12044 members 
Mstep: Class 19 contains 13484 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16581 members 
Mstep: Class 22 contains 82440 members 
Mstep: Class 23 contains 140631 members 
Mstep: Class 24 contains 5501 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204872.000000 Penalty: 55007.320312
Iteration 159Q: 26 clusters Score -8.620487e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 93952 members 
Mstep: Class 3 contains 67771 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 2925 members 
Mstep: Class 6 contains 402 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 28096 members 
Mstep: Class 10 contains 4698 members 
Mstep: Class 11 contains 11267 members 
Mstep: Class 12 contains 109699 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 92222 members 
Mstep: Class 15 contains 27493 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 32622 members 
Mstep: Class 18 contains 12038 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16575 members 
Mstep: Class 22 contains 82481 members 
Mstep: Class 23 contains 140566 members 
Mstep: Class 24 contains 5493 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204856.000000 Penalty: 55007.320312
Iteration 160F: 26 clusters Score -8.620486e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 93841 members 
Mstep: Class 3 contains 67759 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 402 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 28091 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 11264 members 
Mstep: Class 12 contains 109697 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 92383 members 
Mstep: Class 15 contains 27482 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 32617 members 
Mstep: Class 18 contains 12036 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16564 members 
Mstep: Class 22 contains 82526 members 
Mstep: Class 23 contains 140507 members 
Mstep: Class 24 contains 5490 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205016.000000 Penalty: 55007.320312
Iteration 161Q: 26 clusters Score -8.620502e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 93718 members 
Mstep: Class 3 contains 67746 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3694 members 
Mstep: Class 9 contains 28091 members 
Mstep: Class 10 contains 4728 members 
Mstep: Class 11 contains 11264 members 
Mstep: Class 12 contains 109726 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 92511 members 
Mstep: Class 15 contains 27465 members 
Mstep: Class 16 contains 137 members 
Mstep: Class 17 contains 32620 members 
Mstep: Class 18 contains 12032 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16557 members 
Mstep: Class 22 contains 82563 members 
Mstep: Class 23 contains 140471 members 
Mstep: Class 24 contains 5484 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205232.000000 Penalty: 55007.320312
Iteration 162Q: 26 clusters Score -8.620523e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 93573 members 
Mstep: Class 3 contains 67747 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 2925 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 28092 members 
Mstep: Class 10 contains 4739 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 109742 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 92669 members 
Mstep: Class 15 contains 27444 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 32619 members 
Mstep: Class 18 contains 12037 members 
Mstep: Class 19 contains 13485 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16546 members 
Mstep: Class 22 contains 82608 members 
Mstep: Class 23 contains 140423 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205000.000000 Penalty: 55007.320312
Iteration 163Q: 26 clusters Score -8.6205e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 93438 members 
Mstep: Class 3 contains 67743 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 2925 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3691 members 
Mstep: Class 9 contains 28088 members 
Mstep: Class 10 contains 4751 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 109767 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 92845 members 
Mstep: Class 15 contains 27424 members 
Mstep: Class 16 contains 136 members 
Mstep: Class 17 contains 32617 members 
Mstep: Class 18 contains 12038 members 
Mstep: Class 19 contains 13480 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 82635 members 
Mstep: Class 23 contains 140378 members 
Mstep: Class 24 contains 5473 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205216.000000 Penalty: 55007.320312
Iteration 164Q: 26 clusters Score -8.620522e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 93278 members 
Mstep: Class 3 contains 67738 members 
Mstep: Class 4 contains 4320 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3691 members 
Mstep: Class 9 contains 28092 members 
Mstep: Class 10 contains 4757 members 
Mstep: Class 11 contains 11264 members 
Mstep: Class 12 contains 109777 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 93044 members 
Mstep: Class 15 contains 27412 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32616 members 
Mstep: Class 18 contains 12031 members 
Mstep: Class 19 contains 13475 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16525 members 
Mstep: Class 22 contains 82666 members 
Mstep: Class 23 contains 140328 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205280.000000 Penalty: 55007.320312
Iteration 165Q: 26 clusters Score -8.620528e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 93099 members 
Mstep: Class 3 contains 67717 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 2925 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 28095 members 
Mstep: Class 10 contains 4764 members 
Mstep: Class 11 contains 11264 members 
Mstep: Class 12 contains 109784 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 93267 members 
Mstep: Class 15 contains 27399 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32607 members 
Mstep: Class 18 contains 12018 members 
Mstep: Class 19 contains 13476 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16515 members 
Mstep: Class 22 contains 82700 members 
Mstep: Class 23 contains 140297 members 
Mstep: Class 24 contains 5468 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205304.000000 Penalty: 55007.320312
Iteration 166Q: 26 clusters Score -8.62053e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 92898 members 
Mstep: Class 3 contains 67700 members 
Mstep: Class 4 contains 4333 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 28092 members 
Mstep: Class 10 contains 4771 members 
Mstep: Class 11 contains 11264 members 
Mstep: Class 12 contains 109784 members 
Mstep: Class 13 contains 3812 members 
Mstep: Class 14 contains 93505 members 
Mstep: Class 15 contains 27390 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32606 members 
Mstep: Class 18 contains 12010 members 
Mstep: Class 19 contains 13473 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16498 members 
Mstep: Class 22 contains 82736 members 
Mstep: Class 23 contains 140260 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205440.000000 Penalty: 55007.320312
Iteration 167Q: 26 clusters Score -8.620544e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 92721 members 
Mstep: Class 3 contains 67686 members 
Mstep: Class 4 contains 4334 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 28090 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11264 members 
Mstep: Class 12 contains 109801 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 93723 members 
Mstep: Class 15 contains 27361 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32613 members 
Mstep: Class 18 contains 12021 members 
Mstep: Class 19 contains 13468 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16495 members 
Mstep: Class 22 contains 82788 members 
Mstep: Class 23 contains 140183 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205600.000000 Penalty: 55007.320312
Iteration 168Q: 26 clusters Score -8.62056e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 92557 members 
Mstep: Class 3 contains 67674 members 
Mstep: Class 4 contains 4335 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 28090 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 109791 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 93958 members 
Mstep: Class 15 contains 27341 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32617 members 
Mstep: Class 18 contains 12004 members 
Mstep: Class 19 contains 13469 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16490 members 
Mstep: Class 22 contains 82848 members 
Mstep: Class 23 contains 140118 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205704.000000 Penalty: 55007.320312
Iteration 169Q: 26 clusters Score -8.62057e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 92394 members 
Mstep: Class 3 contains 67662 members 
Mstep: Class 4 contains 4341 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 28091 members 
Mstep: Class 10 contains 4781 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 109789 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 94171 members 
Mstep: Class 15 contains 27325 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32642 members 
Mstep: Class 18 contains 11966 members 
Mstep: Class 19 contains 13474 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16484 members 
Mstep: Class 22 contains 82916 members 
Mstep: Class 23 contains 140038 members 
Mstep: Class 24 contains 5471 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205776.000000 Penalty: 55007.320312
Iteration 170Q: 26 clusters Score -8.620578e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 92214 members 
Mstep: Class 3 contains 67663 members 
Mstep: Class 4 contains 4348 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 28088 members 
Mstep: Class 10 contains 4783 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 109796 members 
Mstep: Class 13 contains 3807 members 
Mstep: Class 14 contains 94362 members 
Mstep: Class 15 contains 27308 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32669 members 
Mstep: Class 18 contains 11923 members 
Mstep: Class 19 contains 13472 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16482 members 
Mstep: Class 22 contains 82987 members 
Mstep: Class 23 contains 139975 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205824.000000 Penalty: 55007.320312
Iteration 171Q: 26 clusters Score -8.620582e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 92047 members 
Mstep: Class 3 contains 67667 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 28086 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 109775 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 94570 members 
Mstep: Class 15 contains 27288 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32681 members 
Mstep: Class 18 contains 11900 members 
Mstep: Class 19 contains 13472 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16475 members 
Mstep: Class 22 contains 83067 members 
Mstep: Class 23 contains 139902 members 
Mstep: Class 24 contains 5474 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205896.000000 Penalty: 55007.320312
Iteration 172Q: 26 clusters Score -8.62059e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 91855 members 
Mstep: Class 3 contains 67667 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 28084 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 109789 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 94783 members 
Mstep: Class 15 contains 27270 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32700 members 
Mstep: Class 18 contains 11873 members 
Mstep: Class 19 contains 13478 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16468 members 
Mstep: Class 22 contains 83141 members 
Mstep: Class 23 contains 139825 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205888.000000 Penalty: 55007.320312
Iteration 173Q: 26 clusters Score -8.620589e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 91677 members 
Mstep: Class 3 contains 67669 members 
Mstep: Class 4 contains 4351 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 28081 members 
Mstep: Class 10 contains 4793 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 109806 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 94985 members 
Mstep: Class 15 contains 27253 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32722 members 
Mstep: Class 18 contains 11852 members 
Mstep: Class 19 contains 13481 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16460 members 
Mstep: Class 22 contains 83213 members 
Mstep: Class 23 contains 139729 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205976.000000 Penalty: 55007.320312
Iteration 174Q: 26 clusters Score -8.620598e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 91486 members 
Mstep: Class 3 contains 67662 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 28085 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 109800 members 
Mstep: Class 13 contains 3803 members 
Mstep: Class 14 contains 95227 members 
Mstep: Class 15 contains 27240 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32747 members 
Mstep: Class 18 contains 11813 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16450 members 
Mstep: Class 22 contains 83289 members 
Mstep: Class 23 contains 139631 members 
Mstep: Class 24 contains 5473 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206000.000000 Penalty: 55007.320312
Iteration 175Q: 26 clusters Score -8.6206e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 91254 members 
Mstep: Class 3 contains 67641 members 
Mstep: Class 4 contains 4358 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3700 members 
Mstep: Class 9 contains 28097 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 109820 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 95453 members 
Mstep: Class 15 contains 27215 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32771 members 
Mstep: Class 18 contains 11786 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16446 members 
Mstep: Class 22 contains 83366 members 
Mstep: Class 23 contains 139564 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206000.000000 Penalty: 55007.320312
Iteration 176Q: 26 clusters Score -8.6206e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 91034 members 
Mstep: Class 3 contains 67626 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 28100 members 
Mstep: Class 10 contains 4822 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 109814 members 
Mstep: Class 13 contains 3802 members 
Mstep: Class 14 contains 95678 members 
Mstep: Class 15 contains 27190 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32794 members 
Mstep: Class 18 contains 11771 members 
Mstep: Class 19 contains 13503 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16440 members 
Mstep: Class 22 contains 83451 members 
Mstep: Class 23 contains 139502 members 
Mstep: Class 24 contains 5465 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206168.000000 Penalty: 55007.320312
Iteration 177Q: 26 clusters Score -8.620617e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 90851 members 
Mstep: Class 3 contains 67620 members 
Mstep: Class 4 contains 4368 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3707 members 
Mstep: Class 9 contains 28105 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 109845 members 
Mstep: Class 13 contains 3802 members 
Mstep: Class 14 contains 95846 members 
Mstep: Class 15 contains 27154 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32802 members 
Mstep: Class 18 contains 11751 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16433 members 
Mstep: Class 22 contains 83521 members 
Mstep: Class 23 contains 139453 members 
Mstep: Class 24 contains 5463 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206184.000000 Penalty: 55007.320312
Iteration 178Q: 26 clusters Score -8.620618e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 90722 members 
Mstep: Class 3 contains 67596 members 
Mstep: Class 4 contains 4372 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 28098 members 
Mstep: Class 10 contains 4847 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 109889 members 
Mstep: Class 13 contains 3802 members 
Mstep: Class 14 contains 95959 members 
Mstep: Class 15 contains 27122 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32809 members 
Mstep: Class 18 contains 11749 members 
Mstep: Class 19 contains 13504 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16436 members 
Mstep: Class 22 contains 83590 members 
Mstep: Class 23 contains 139397 members 
Mstep: Class 24 contains 5463 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 26 clusters Score -8.620623e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 90563 members 
Mstep: Class 3 contains 67574 members 
Mstep: Class 4 contains 4377 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 28084 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 109961 members 
Mstep: Class 13 contains 3802 members 
Mstep: Class 14 contains 96075 members 
Mstep: Class 15 contains 27088 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32796 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 13508 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16432 members 
Mstep: Class 22 contains 83650 members 
Mstep: Class 23 contains 139380 members 
Mstep: Class 24 contains 5462 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
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Score: -86206376.000000 Penalty: 55007.320312
Iteration 180F: 26 clusters Score -8.620638e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 90390 members 
Mstep: Class 3 contains 67565 members 
Mstep: Class 4 contains 4380 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3713 members 
Mstep: Class 9 contains 28082 members 
Mstep: Class 10 contains 4882 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 110053 members 
Mstep: Class 13 contains 3802 members 
Mstep: Class 14 contains 96199 members 
Mstep: Class 15 contains 27062 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32796 members 
Mstep: Class 18 contains 11713 members 
Mstep: Class 19 contains 13508 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16425 members 
Mstep: Class 22 contains 83704 members 
Mstep: Class 23 contains 139338 members 
Mstep: Class 24 contains 5462 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
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Iteration 181Q: 26 clusters Score -8.620666e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 90227 members 
Mstep: Class 3 contains 67552 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3714 members 
Mstep: Class 9 contains 28085 members 
Mstep: Class 10 contains 4889 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 110102 members 
Mstep: Class 13 contains 3803 members 
Mstep: Class 14 contains 96348 members 
Mstep: Class 15 contains 27045 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32805 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 13507 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16424 members 
Mstep: Class 22 contains 83755 members 
Mstep: Class 23 contains 139280 members 
Mstep: Class 24 contains 5458 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
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Score: -86206760.000000 Penalty: 55007.320312
Iteration 182Q: 26 clusters Score -8.620676e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 90065 members 
Mstep: Class 3 contains 67531 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3714 members 
Mstep: Class 9 contains 28083 members 
Mstep: Class 10 contains 4901 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 110178 members 
Mstep: Class 13 contains 3805 members 
Mstep: Class 14 contains 96468 members 
Mstep: Class 15 contains 27035 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32818 members 
Mstep: Class 18 contains 11664 members 
Mstep: Class 19 contains 13505 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16423 members 
Mstep: Class 22 contains 83796 members 
Mstep: Class 23 contains 139259 members 
Mstep: Class 24 contains 5450 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206936.000000 Penalty: 55007.320312
Iteration 183Q: 26 clusters Score -8.620694e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 89955 members 
Mstep: Class 3 contains 67504 members 
Mstep: Class 4 contains 4382 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3717 members 
Mstep: Class 9 contains 28079 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 110231 members 
Mstep: Class 13 contains 3807 members 
Mstep: Class 14 contains 96559 members 
Mstep: Class 15 contains 27024 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32824 members 
Mstep: Class 18 contains 11650 members 
Mstep: Class 19 contains 13506 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16414 members 
Mstep: Class 22 contains 83837 members 
Mstep: Class 23 contains 139230 members 
Mstep: Class 24 contains 5441 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207208.000000 Penalty: 55007.320312
Iteration 184Q: 26 clusters Score -8.620721e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 89874 members 
Mstep: Class 3 contains 67471 members 
Mstep: Class 4 contains 4384 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 403 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3719 members 
Mstep: Class 9 contains 28078 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 110266 members 
Mstep: Class 13 contains 3807 members 
Mstep: Class 14 contains 96610 members 
Mstep: Class 15 contains 27004 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32849 members 
Mstep: Class 18 contains 11615 members 
Mstep: Class 19 contains 13512 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16406 members 
Mstep: Class 22 contains 83897 members 
Mstep: Class 23 contains 139224 members 
Mstep: Class 24 contains 5433 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207160.000000 Penalty: 55007.320312
Iteration 185Q: 26 clusters Score -8.620716e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 89775 members 
Mstep: Class 3 contains 67449 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 404 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 28080 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 110309 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 96711 members 
Mstep: Class 15 contains 26982 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32875 members 
Mstep: Class 18 contains 11571 members 
Mstep: Class 19 contains 13510 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16392 members 
Mstep: Class 22 contains 83945 members 
Mstep: Class 23 contains 139194 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207072.000000 Penalty: 55007.320312
Iteration 186Q: 26 clusters Score -8.620707e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 89676 members 
Mstep: Class 3 contains 67434 members 
Mstep: Class 4 contains 4390 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 407 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 28079 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 110353 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 96816 members 
Mstep: Class 15 contains 26962 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32888 members 
Mstep: Class 18 contains 11539 members 
Mstep: Class 19 contains 13502 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16382 members 
Mstep: Class 22 contains 83988 members 
Mstep: Class 23 contains 139159 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207056.000000 Penalty: 55007.320312
Iteration 187Q: 26 clusters Score -8.620706e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 89576 members 
Mstep: Class 3 contains 67392 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 409 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3721 members 
Mstep: Class 9 contains 28084 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 110406 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 96915 members 
Mstep: Class 15 contains 26940 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32910 members 
Mstep: Class 18 contains 11526 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16375 members 
Mstep: Class 22 contains 84022 members 
Mstep: Class 23 contains 139129 members 
Mstep: Class 24 contains 5429 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207072.000000 Penalty: 55007.320312
Iteration 188Q: 26 clusters Score -8.620707e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 89501 members 
Mstep: Class 3 contains 67356 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3723 members 
Mstep: Class 9 contains 28095 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 110465 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 96984 members 
Mstep: Class 15 contains 26923 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32935 members 
Mstep: Class 18 contains 11514 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16364 members 
Mstep: Class 22 contains 84063 members 
Mstep: Class 23 contains 139068 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206872.000000 Penalty: 55007.320312
Iteration 189Q: 26 clusters Score -8.620687e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 89453 members 
Mstep: Class 3 contains 67324 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 2925 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3724 members 
Mstep: Class 9 contains 28101 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 110502 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 97069 members 
Mstep: Class 15 contains 26901 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32941 members 
Mstep: Class 18 contains 11501 members 
Mstep: Class 19 contains 13482 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16361 members 
Mstep: Class 22 contains 84098 members 
Mstep: Class 23 contains 139012 members 
Mstep: Class 24 contains 5432 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206928.000000 Penalty: 55007.320312
Iteration 190Q: 26 clusters Score -8.620693e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 89392 members 
Mstep: Class 3 contains 67280 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3721 members 
Mstep: Class 9 contains 28108 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 110526 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 97198 members 
Mstep: Class 15 contains 26889 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32957 members 
Mstep: Class 18 contains 11483 members 
Mstep: Class 19 contains 13482 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16353 members 
Mstep: Class 22 contains 84136 members 
Mstep: Class 23 contains 138936 members 
Mstep: Class 24 contains 5434 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207056.000000 Penalty: 55007.320312
Iteration 191Q: 26 clusters Score -8.620706e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 89334 members 
Mstep: Class 3 contains 67224 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 28114 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 110565 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 97318 members 
Mstep: Class 15 contains 26863 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32973 members 
Mstep: Class 18 contains 11470 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16347 members 
Mstep: Class 22 contains 84175 members 
Mstep: Class 23 contains 138867 members 
Mstep: Class 24 contains 5432 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207168.000000 Penalty: 55007.320312
Iteration 192Q: 26 clusters Score -8.620717e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 89261 members 
Mstep: Class 3 contains 67196 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 28122 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 110585 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 97455 members 
Mstep: Class 15 contains 26840 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32979 members 
Mstep: Class 18 contains 11449 members 
Mstep: Class 19 contains 13493 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16340 members 
Mstep: Class 22 contains 84208 members 
Mstep: Class 23 contains 138813 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207160.000000 Penalty: 55007.320312
Iteration 193Q: 26 clusters Score -8.620716e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 89181 members 
Mstep: Class 3 contains 67170 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3721 members 
Mstep: Class 9 contains 28128 members 
Mstep: Class 10 contains 4959 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 110632 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 97562 members 
Mstep: Class 15 contains 26822 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 11434 members 
Mstep: Class 19 contains 13499 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16339 members 
Mstep: Class 22 contains 84231 members 
Mstep: Class 23 contains 138751 members 
Mstep: Class 24 contains 5427 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207048.000000 Penalty: 55007.320312
Iteration 194Q: 26 clusters Score -8.620705e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 89115 members 
Mstep: Class 3 contains 67143 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3715 members 
Mstep: Class 9 contains 28129 members 
Mstep: Class 10 contains 4961 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 110686 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 97654 members 
Mstep: Class 15 contains 26805 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33009 members 
Mstep: Class 18 contains 11421 members 
Mstep: Class 19 contains 13502 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16339 members 
Mstep: Class 22 contains 84258 members 
Mstep: Class 23 contains 138691 members 
Mstep: Class 24 contains 5423 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207088.000000 Penalty: 55007.320312
Iteration 195Q: 26 clusters Score -8.620709e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 89027 members 
Mstep: Class 3 contains 67115 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 28129 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 110735 members 
Mstep: Class 13 contains 3797 members 
Mstep: Class 14 contains 97739 members 
Mstep: Class 15 contains 26794 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33022 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 13499 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16335 members 
Mstep: Class 22 contains 84304 members 
Mstep: Class 23 contains 138642 members 
Mstep: Class 24 contains 5417 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207080.000000 Penalty: 55007.320312
Iteration 196Q: 26 clusters Score -8.620708e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 88932 members 
Mstep: Class 3 contains 67093 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 2930 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 28131 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 110767 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 97803 members 
Mstep: Class 15 contains 26784 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33043 members 
Mstep: Class 18 contains 11415 members 
Mstep: Class 19 contains 13496 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16334 members 
Mstep: Class 22 contains 84356 members 
Mstep: Class 23 contains 138614 members 
Mstep: Class 24 contains 5413 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207144.000000 Penalty: 55007.320312
Iteration 197Q: 26 clusters Score -8.620714e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 88849 members 
Mstep: Class 3 contains 67072 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 28138 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 110773 members 
Mstep: Class 13 contains 3786 members 
Mstep: Class 14 contains 97852 members 
Mstep: Class 15 contains 26783 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33073 members 
Mstep: Class 18 contains 11415 members 
Mstep: Class 19 contains 13502 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16330 members 
Mstep: Class 22 contains 84413 members 
Mstep: Class 23 contains 138577 members 
Mstep: Class 24 contains 5407 members 
Mstep: Class 25 contains 897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207256.000000 Penalty: 55007.320312
Iteration 198Q: 26 clusters Score -8.620726e+07 nChanged 630
Entering ConstructFrom: 
Score: -86207256.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -428368.031250 Penalty: 1350.242432
	Iteration 0F: 2 clusters Score -428368 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 2027 members 
Entering Unmasked Estep 
Score: -424965.125000 Penalty: 2700.484863
	Iteration 0F: 3 clusters Score -424965.1 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -426042.156250 Penalty: 2700.484863
	Iteration 1F: 3 clusters Score -426042.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -426266.937500 Penalty: 2700.484863
	Iteration 2F: 3 clusters Score -426266.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -426428.187500 Penalty: 2700.484863
	Iteration 3F: 3 clusters Score -426428.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -426539.968750 Penalty: 2700.484863
	Iteration 4Q: 3 clusters Score -426540 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -426635.031250 Penalty: 2700.484863
	Iteration 5Q: 3 clusters Score -426635 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -426721.531250 Penalty: 2700.484863
	Iteration 6Q: 3 clusters Score -426721.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -426829.562500 Penalty: 2700.484863
	Iteration 7Q: 3 clusters Score -426829.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -426917.625000 Penalty: 2700.484863
	Iteration 8Q: 3 clusters Score -426917.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -426991.593750 Penalty: 2700.484863
	Iteration 9Q: 3 clusters Score -426991.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -427044.125000 Penalty: 2700.484863
	Iteration 10Q: 3 clusters Score -427044.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -427083.250000 Penalty: 2700.484863
	Iteration 11Q: 3 clusters Score -427083.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -427119.156250 Penalty: 2700.484863
	Iteration 12Q: 3 clusters Score -427119.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -427147.250000 Penalty: 2700.484863
	Iteration 13Q: 3 clusters Score -427147.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -427172.750000 Penalty: 2700.484863
	Iteration 14Q: 3 clusters Score -427172.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -427194.781250 Penalty: 2700.484863
	Iteration 15Q: 3 clusters Score -427194.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -427211.718750 Penalty: 2700.484863
	Iteration 16Q: 3 clusters Score -427211.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -427239.093750 Penalty: 2700.484863
	Iteration 17Q: 3 clusters Score -427239.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -427253.750000 Penalty: 2700.484863
	Iteration 18Q: 3 clusters Score -427253.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -427264.906250 Penalty: 2700.484863
	Iteration 19Q: 3 clusters Score -427264.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -427279.750000 Penalty: 2700.484863
	Iteration 20F: 3 clusters Score -427279.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -427290.500000 Penalty: 2700.484863
	Iteration 21Q: 3 clusters Score -427290.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -427297.687500 Penalty: 2700.484863
	Iteration 22Q: 3 clusters Score -427297.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -427306.875000 Penalty: 2700.484863
	Iteration 23Q: 3 clusters Score -427306.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -427315.781250 Penalty: 2700.484863
	Iteration 24Q: 3 clusters Score -427315.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -427327.593750 Penalty: 2700.484863
	Iteration 25Q: 3 clusters Score -427327.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -427336.187500 Penalty: 2700.484863
	Iteration 26Q: 3 clusters Score -427336.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -427349.406250 Penalty: 2700.484863
	Iteration 27Q: 3 clusters Score -427349.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -427366.000000 Penalty: 2700.484863
	Iteration 28Q: 3 clusters Score -427366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -427378.500000 Penalty: 2700.484863
	Iteration 29Q: 3 clusters Score -427378.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -427388.000000 Penalty: 2700.484863
	Iteration 30Q: 3 clusters Score -427388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -427395.375000 Penalty: 2700.484863
	Iteration 31Q: 3 clusters Score -427395.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -427401.218750 Penalty: 2700.484863
	Iteration 32Q: 3 clusters Score -427401.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -427408.062500 Penalty: 2700.484863
	Iteration 33Q: 3 clusters Score -427408.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -427414.031250 Penalty: 2700.484863
	Iteration 34Q: 3 clusters Score -427414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -427417.906250 Penalty: 2700.484863
	Iteration 35Q: 3 clusters Score -427417.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -427422.562500 Penalty: 2700.484863
	Iteration 36Q: 3 clusters Score -427422.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -427425.625000 Penalty: 2700.484863
	Iteration 37Q: 3 clusters Score -427425.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -427429.031250 Penalty: 2700.484863
	Iteration 38Q: 3 clusters Score -427429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -427431.093750 Penalty: 2700.484863
	Iteration 39Q: 3 clusters Score -427431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -427432.156250 Penalty: 2700.484863
	Iteration 40F: 3 clusters Score -427432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -427434.375000 Penalty: 2700.484863
	Iteration 41Q: 3 clusters Score -427434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -427437.218750 Penalty: 2700.484863
	Iteration 42Q: 3 clusters Score -427437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -427438.562500 Penalty: 2700.484863
	Iteration 43Q: 3 clusters Score -427438.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -427440.187500 Penalty: 2700.484863
	Iteration 44Q: 3 clusters Score -427440.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -427442.125000 Penalty: 2700.484863
	Iteration 45Q: 3 clusters Score -427442.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -427442.937500 Penalty: 2700.484863
	Iteration 46Q: 3 clusters Score -427442.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -427442.937500 Penalty: 2700.484863
	Iteration 47F: 3 clusters Score -427442.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (88773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Entering Unmasked Estep 
Score: -10339257.000000 Penalty: 1851.498657
	Iteration 0F: 2 clusters Score -1.033926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -10281220.000000 Penalty: 3702.997314
	Iteration 0F: 3 clusters Score -1.028122e+07 nChanged 42324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -10306327.000000 Penalty: 3702.997314
	Iteration 1F: 3 clusters Score -1.030633e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -10307164.000000 Penalty: 3702.997314
	Iteration 2Q: 3 clusters Score -1.030716e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -10308529.000000 Penalty: 3702.997314
	Iteration 3Q: 3 clusters Score -1.030853e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -10310519.000000 Penalty: 3702.997314
	Iteration 4Q: 3 clusters Score -1.031052e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -10313797.000000 Penalty: 3702.997314
	Iteration 5F: 3 clusters Score -1.03138e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -10318480.000000 Penalty: 3702.997314
	Iteration 6F: 3 clusters Score -1.031848e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 67068 members 
Entering Unmasked Estep 
Score: -10323638.000000 Penalty: 3702.997314
	Iteration 7F: 3 clusters Score -1.032364e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -10328156.000000 Penalty: 3702.997314
	Iteration 8F: 3 clusters Score -1.032816e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 74582 members 
Entering Unmasked Estep 
Score: -10331139.000000 Penalty: 3702.997314
	Iteration 9Q: 3 clusters Score -1.033114e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -10332916.000000 Penalty: 3702.997314
	Iteration 10Q: 3 clusters Score -1.033292e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -10334073.000000 Penalty: 3702.997314
	Iteration 11Q: 3 clusters Score -1.033407e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -10334892.000000 Penalty: 3702.997314
	Iteration 12Q: 3 clusters Score -1.033489e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -10335524.000000 Penalty: 3702.997314
	Iteration 13Q: 3 clusters Score -1.033552e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -10335991.000000 Penalty: 3702.997314
	Iteration 14Q: 3 clusters Score -1.033599e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 82945 members 
Entering Unmasked Estep 
Score: -10336299.000000 Penalty: 3702.997314
	Iteration 15Q: 3 clusters Score -1.03363e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -10336543.000000 Penalty: 3702.997314
	Iteration 16Q: 3 clusters Score -1.033654e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -10336755.000000 Penalty: 3702.997314
	Iteration 17Q: 3 clusters Score -1.033676e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 84687 members 
Entering Unmasked Estep 
Score: -10336957.000000 Penalty: 3702.997314
	Iteration 18Q: 3 clusters Score -1.033696e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -10337131.000000 Penalty: 3702.997314
	Iteration 19Q: 3 clusters Score -1.033713e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -10337246.000000 Penalty: 3702.997314
	Iteration 20F: 3 clusters Score -1.033725e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 85765 members 
Entering Unmasked Estep 
Score: -10337351.000000 Penalty: 3702.997314
	Iteration 21Q: 3 clusters Score -1.033735e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -10337405.000000 Penalty: 3702.997314
	Iteration 22Q: 3 clusters Score -1.03374e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -10337488.000000 Penalty: 3702.997314
	Iteration 23Q: 3 clusters Score -1.033749e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -10337556.000000 Penalty: 3702.997314
	Iteration 24Q: 3 clusters Score -1.033756e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -10337620.000000 Penalty: 3702.997314
	Iteration 25Q: 3 clusters Score -1.033762e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -10337663.000000 Penalty: 3702.997314
	Iteration 26Q: 3 clusters Score -1.033766e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -10337690.000000 Penalty: 3702.997314
	Iteration 27Q: 3 clusters Score -1.033769e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 86917 members 
Entering Unmasked Estep 
Score: -10337721.000000 Penalty: 3702.997314
	Iteration 28Q: 3 clusters Score -1.033772e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -10337750.000000 Penalty: 3702.997314
	Iteration 29Q: 3 clusters Score -1.033775e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 87081 members 
Entering Unmasked Estep 
Score: -10337772.000000 Penalty: 3702.997314
	Iteration 30Q: 3 clusters Score -1.033777e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 87141 members 
Entering Unmasked Estep 
Score: -10337780.000000 Penalty: 3702.997314
	Iteration 31Q: 3 clusters Score -1.033778e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 87191 members 
Entering Unmasked Estep 
Score: -10337816.000000 Penalty: 3702.997314
	Iteration 32Q: 3 clusters Score -1.033782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -10337827.000000 Penalty: 3702.997314
	Iteration 33Q: 3 clusters Score -1.033783e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 87281 members 
Entering Unmasked Estep 
Score: -10337845.000000 Penalty: 3702.997314
	Iteration 34Q: 3 clusters Score -1.033784e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -10337849.000000 Penalty: 3702.997314
	Iteration 35Q: 3 clusters Score -1.033785e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -10337885.000000 Penalty: 3702.997314
	Iteration 36Q: 3 clusters Score -1.033788e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -10337883.000000 Penalty: 3702.997314
	Iteration 37Q: 3 clusters Score -1.033788e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -10337895.000000 Penalty: 3702.997314
	Iteration 38Q: 3 clusters Score -1.03379e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -10337906.000000 Penalty: 3702.997314
	Iteration 39Q: 3 clusters Score -1.033791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 87443 members 
Entering Unmasked Estep 
Score: -10337902.000000 Penalty: 3702.997314
	Iteration 40F: 3 clusters Score -1.03379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -10337903.000000 Penalty: 3702.997314
	Iteration 41Q: 3 clusters Score -1.03379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -10337926.000000 Penalty: 3702.997314
	Iteration 42Q: 3 clusters Score -1.033793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -10337938.000000 Penalty: 3702.997314
	Iteration 43Q: 3 clusters Score -1.033794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -10337941.000000 Penalty: 3702.997314
	Iteration 44Q: 3 clusters Score -1.033794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -10337948.000000 Penalty: 3702.997314
	Iteration 45Q: 3 clusters Score -1.033795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -10337950.000000 Penalty: 3702.997314
	Iteration 46Q: 3 clusters Score -1.033795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -10337949.000000 Penalty: 3702.997314
	Iteration 47Q: 3 clusters Score -1.033795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -10337943.000000 Penalty: 3702.997314
	Iteration 48Q: 3 clusters Score -1.033794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -10337949.000000 Penalty: 3702.997314
	Iteration 49Q: 3 clusters Score -1.033795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -10337957.000000 Penalty: 3702.997314
	Iteration 50Q: 3 clusters Score -1.033796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -10337946.000000 Penalty: 3702.997314
	Iteration 51Q: 3 clusters Score -1.033795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -10337948.000000 Penalty: 3702.997314
	Iteration 52Q: 3 clusters Score -1.033795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -10337945.000000 Penalty: 3702.997314
	Iteration 53Q: 3 clusters Score -1.033794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -10337957.000000 Penalty: 3702.997314
	Iteration 54Q: 3 clusters Score -1.033796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 87595 members 
Entering Unmasked Estep 
Score: -10337961.000000 Penalty: 3702.997314
	Iteration 55Q: 3 clusters Score -1.033796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -10337962.000000 Penalty: 3702.997314
	Iteration 56Q: 3 clusters Score -1.033796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -10337965.000000 Penalty: 3702.997314
	Iteration 57Q: 3 clusters Score -1.033796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -10337965.000000 Penalty: 3702.997314
	Iteration 58Q: 3 clusters Score -1.033796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -10337968.000000 Penalty: 3702.997314
	Iteration 59Q: 3 clusters Score -1.033797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 87601 members 
Entering Unmasked Estep 
Score: -10337970.000000 Penalty: 3702.997314
	Iteration 60F: 3 clusters Score -1.033797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Entering Unmasked Estep 
Score: -7807954.500000 Penalty: 1805.935181
	Iteration 0F: 2 clusters Score -7807954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -7763363.000000 Penalty: 3611.870361
	Iteration 0F: 3 clusters Score -7763363 nChanged 31791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -7781287.000000 Penalty: 3611.870361
	Iteration 1F: 3 clusters Score -7781287 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -7781810.500000 Penalty: 3611.870361
	Iteration 2Q: 3 clusters Score -7781810 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -7782517.500000 Penalty: 3611.870361
	Iteration 3Q: 3 clusters Score -7782518 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -7783281.500000 Penalty: 3611.870361
	Iteration 4Q: 3 clusters Score -7783282 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -7784383.000000 Penalty: 3611.870361
	Iteration 5Q: 3 clusters Score -7784383 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -7785717.000000 Penalty: 3611.870361
	Iteration 6Q: 3 clusters Score -7785717 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -7787389.000000 Penalty: 3611.870361
	Iteration 7F: 3 clusters Score -7787389 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -7789461.500000 Penalty: 3611.870361
	Iteration 8F: 3 clusters Score -7789462 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -7791950.000000 Penalty: 3611.870361
	Iteration 9F: 3 clusters Score -7791950 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -7794866.000000 Penalty: 3611.870361
	Iteration 10F: 3 clusters Score -7794866 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -7797630.000000 Penalty: 3611.870361
	Iteration 11F: 3 clusters Score -7797630 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -7799356.500000 Penalty: 3611.870361
	Iteration 12Q: 3 clusters Score -7799356 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -7800264.000000 Penalty: 3611.870361
	Iteration 13Q: 3 clusters Score -7800264 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -7800889.500000 Penalty: 3611.870361
	Iteration 14Q: 3 clusters Score -7800890 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -7801435.000000 Penalty: 3611.870361
	Iteration 15Q: 3 clusters Score -7801435 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -7801952.000000 Penalty: 3611.870361
	Iteration 16Q: 3 clusters Score -7801952 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -7802430.000000 Penalty: 3611.870361
	Iteration 17Q: 3 clusters Score -7802430 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -7802934.500000 Penalty: 3611.870361
	Iteration 18Q: 3 clusters Score -7802934 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -7803348.500000 Penalty: 3611.870361
	Iteration 19Q: 3 clusters Score -7803348 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -7803685.500000 Penalty: 3611.870361
	Iteration 20F: 3 clusters Score -7803686 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -7803977.000000 Penalty: 3611.870361
	Iteration 21Q: 3 clusters Score -7803977 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -7804256.500000 Penalty: 3611.870361
	Iteration 22Q: 3 clusters Score -7804256 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -7804484.500000 Penalty: 3611.870361
	Iteration 23Q: 3 clusters Score -7804484 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -7804719.500000 Penalty: 3611.870361
	Iteration 24Q: 3 clusters Score -7804720 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -7804884.000000 Penalty: 3611.870361
	Iteration 25Q: 3 clusters Score -7804884 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -7805023.000000 Penalty: 3611.870361
	Iteration 26Q: 3 clusters Score -7805023 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -7805204.500000 Penalty: 3611.870361
	Iteration 27Q: 3 clusters Score -7805204 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -7805337.500000 Penalty: 3611.870361
	Iteration 28Q: 3 clusters Score -7805338 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -7805428.000000 Penalty: 3611.870361
	Iteration 29Q: 3 clusters Score -7805428 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -7805567.000000 Penalty: 3611.870361
	Iteration 30Q: 3 clusters Score -7805567 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -7805657.000000 Penalty: 3611.870361
	Iteration 31Q: 3 clusters Score -7805657 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -7805785.500000 Penalty: 3611.870361
	Iteration 32Q: 3 clusters Score -7805786 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -7805911.000000 Penalty: 3611.870361
	Iteration 33Q: 3 clusters Score -7805911 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -7806005.000000 Penalty: 3611.870361
	Iteration 34Q: 3 clusters Score -7806005 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -7806065.500000 Penalty: 3611.870361
	Iteration 35Q: 3 clusters Score -7806066 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -7806140.500000 Penalty: 3611.870361
	Iteration 36Q: 3 clusters Score -7806140 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -7806223.000000 Penalty: 3611.870361
	Iteration 37Q: 3 clusters Score -7806223 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -7806298.500000 Penalty: 3611.870361
	Iteration 38Q: 3 clusters Score -7806298 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -7806364.000000 Penalty: 3611.870361
	Iteration 39Q: 3 clusters Score -7806364 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -7806414.500000 Penalty: 3611.870361
	Iteration 40F: 3 clusters Score -7806414 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -7806487.000000 Penalty: 3611.870361
	Iteration 41Q: 3 clusters Score -7806487 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -7806541.000000 Penalty: 3611.870361
	Iteration 42Q: 3 clusters Score -7806541 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -7806582.000000 Penalty: 3611.870361
	Iteration 43Q: 3 clusters Score -7806582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -7806608.500000 Penalty: 3611.870361
	Iteration 44Q: 3 clusters Score -7806608 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -7806620.000000 Penalty: 3611.870361
	Iteration 45Q: 3 clusters Score -7806620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -7806615.500000 Penalty: 3611.870361
	Iteration 46Q: 3 clusters Score -7806616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 64177 members 
Entering Unmasked Estep 
Score: -7806633.000000 Penalty: 3611.870361
	Iteration 47Q: 3 clusters Score -7806633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -7806631.500000 Penalty: 3611.870361
	Iteration 48Q: 3 clusters Score -7806632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -7806651.500000 Penalty: 3611.870361
	Iteration 49Q: 3 clusters Score -7806652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -7806648.500000 Penalty: 3611.870361
	Iteration 50Q: 3 clusters Score -7806648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -7806643.500000 Penalty: 3611.870361
	Iteration 51Q: 3 clusters Score -7806644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -7806651.000000 Penalty: 3611.870361
	Iteration 52Q: 3 clusters Score -7806651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -7806648.500000 Penalty: 3611.870361
	Iteration 53Q: 3 clusters Score -7806648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 64421 members 
Entering Unmasked Estep 
Score: -7806639.500000 Penalty: 3611.870361
	Iteration 54Q: 3 clusters Score -7806640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -7806638.000000 Penalty: 3611.870361
	Iteration 55Q: 3 clusters Score -7806638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -7806636.500000 Penalty: 3611.870361
	Iteration 56Q: 3 clusters Score -7806636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -7806640.000000 Penalty: 3611.870361
	Iteration 57Q: 3 clusters Score -7806640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -7806653.000000 Penalty: 3611.870361
	Iteration 58Q: 3 clusters Score -7806653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -7806657.500000 Penalty: 3611.870361
	Iteration 59Q: 3 clusters Score -7806658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -7806674.500000 Penalty: 3611.870361
	Iteration 60F: 3 clusters Score -7806674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -7806669.000000 Penalty: 3611.870361
	Iteration 61Q: 3 clusters Score -7806669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -7806671.500000 Penalty: 3611.870361
	Iteration 62Q: 3 clusters Score -7806672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -7806682.500000 Penalty: 3611.870361
	Iteration 63Q: 3 clusters Score -7806682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -7806678.500000 Penalty: 3611.870361
	Iteration 64Q: 3 clusters Score -7806678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 64666 members 
Entering Unmasked Estep 
Score: -7806683.500000 Penalty: 3611.870361
	Iteration 65Q: 3 clusters Score -7806684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -7806678.500000 Penalty: 3611.870361
	Iteration 66Q: 3 clusters Score -7806678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -7806679.500000 Penalty: 3611.870361
	Iteration 67Q: 3 clusters Score -7806680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -7806694.000000 Penalty: 3611.870361
	Iteration 68Q: 3 clusters Score -7806694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -7806697.500000 Penalty: 3611.870361
	Iteration 69Q: 3 clusters Score -7806698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -7806695.500000 Penalty: 3611.870361
	Iteration 70Q: 3 clusters Score -7806696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -7806706.000000 Penalty: 3611.870361
	Iteration 71Q: 3 clusters Score -7806706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -7806712.500000 Penalty: 3611.870361
	Iteration 72Q: 3 clusters Score -7806712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -7806718.500000 Penalty: 3611.870361
	Iteration 73Q: 3 clusters Score -7806718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -7806725.000000 Penalty: 3611.870361
	Iteration 74Q: 3 clusters Score -7806725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -7806719.000000 Penalty: 3611.870361
	Iteration 75Q: 3 clusters Score -7806719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -7806709.500000 Penalty: 3611.870361
	Iteration 76Q: 3 clusters Score -7806710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -7806707.000000 Penalty: 3611.870361
	Iteration 77Q: 3 clusters Score -7806707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -7806704.500000 Penalty: 3611.870361
	Iteration 78Q: 3 clusters Score -7806704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -7806716.000000 Penalty: 3611.870361
	Iteration 79Q: 3 clusters Score -7806716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -7806716.500000 Penalty: 3611.870361
	Iteration 80F: 3 clusters Score -7806716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -7806723.000000 Penalty: 3611.870361
	Iteration 81Q: 3 clusters Score -7806723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -7806719.000000 Penalty: 3611.870361
	Iteration 82Q: 3 clusters Score -7806719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -7806712.500000 Penalty: 3611.870361
	Iteration 83Q: 3 clusters Score -7806712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -7806709.000000 Penalty: 3611.870361
	Iteration 84Q: 3 clusters Score -7806709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -7806714.500000 Penalty: 3611.870361
	Iteration 85Q: 3 clusters Score -7806714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 64930 members 
Entering Unmasked Estep 
Score: -7806706.500000 Penalty: 3611.870361
	Iteration 86Q: 3 clusters Score -7806706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -7806706.500000 Penalty: 3611.870361
	Iteration 87Q: 3 clusters Score -7806706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -7806705.000000 Penalty: 3611.870361
	Iteration 88Q: 3 clusters Score -7806705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -7806705.000000 Penalty: 3611.870361
	Iteration 89F: 3 clusters Score -7806705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Entering Unmasked Estep 
Score: -506528.125000 Penalty: 1363.750366
	Iteration 0F: 2 clusters Score -506528.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -502901.750000 Penalty: 2727.500732
	Iteration 0F: 3 clusters Score -502901.8 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -503872.812500 Penalty: 2727.500732
	Iteration 1F: 3 clusters Score -503872.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -504068.125000 Penalty: 2727.500732
	Iteration 2F: 3 clusters Score -504068.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -504206.250000 Penalty: 2727.500732
	Iteration 3F: 3 clusters Score -504206.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -504320.687500 Penalty: 2727.500732
	Iteration 4Q: 3 clusters Score -504320.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -504433.531250 Penalty: 2727.500732
	Iteration 5Q: 3 clusters Score -504433.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -504535.843750 Penalty: 2727.500732
	Iteration 6Q: 3 clusters Score -504535.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -504630.093750 Penalty: 2727.500732
	Iteration 7Q: 3 clusters Score -504630.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -504730.687500 Penalty: 2727.500732
	Iteration 8Q: 3 clusters Score -504730.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -504855.187500 Penalty: 2727.500732
	Iteration 9Q: 3 clusters Score -504855.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -505006.125000 Penalty: 2727.500732
	Iteration 10Q: 3 clusters Score -505006.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -505191.312500 Penalty: 2727.500732
	Iteration 11Q: 3 clusters Score -505191.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -505358.500000 Penalty: 2727.500732
	Iteration 12Q: 3 clusters Score -505358.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -505511.687500 Penalty: 2727.500732
	Iteration 13Q: 3 clusters Score -505511.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -505658.281250 Penalty: 2727.500732
	Iteration 14Q: 3 clusters Score -505658.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -505759.375000 Penalty: 2727.500732
	Iteration 15Q: 3 clusters Score -505759.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -505814.187500 Penalty: 2727.500732
	Iteration 16Q: 3 clusters Score -505814.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -505849.812500 Penalty: 2727.500732
	Iteration 17Q: 3 clusters Score -505849.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -505877.437500 Penalty: 2727.500732
	Iteration 18Q: 3 clusters Score -505877.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -505888.187500 Penalty: 2727.500732
	Iteration 19Q: 3 clusters Score -505888.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -505900.343750 Penalty: 2727.500732
	Iteration 20F: 3 clusters Score -505900.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -505904.406250 Penalty: 2727.500732
	Iteration 21Q: 3 clusters Score -505904.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -505907.375000 Penalty: 2727.500732
	Iteration 22Q: 3 clusters Score -505907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -505908.593750 Penalty: 2727.500732
	Iteration 23Q: 3 clusters Score -505908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -505910.125000 Penalty: 2727.500732
	Iteration 24Q: 3 clusters Score -505910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -505911.250000 Penalty: 2727.500732
	Iteration 25Q: 3 clusters Score -505911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -505911.968750 Penalty: 2727.500732
	Iteration 26Q: 3 clusters Score -505912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -505912.468750 Penalty: 2727.500732
	Iteration 27Q: 3 clusters Score -505912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -505912.187500 Penalty: 2727.500732
	Iteration 28Q: 3 clusters Score -505912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -505912.187500 Penalty: 2727.500732
	Iteration 29F: 3 clusters Score -505912.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -325073.906250 Penalty: 1297.475220
	Iteration 0F: 2 clusters Score -325073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -322420.593750 Penalty: 2594.950439
	Iteration 0F: 3 clusters Score -322420.6 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -323173.656250 Penalty: 2594.950439
	Iteration 1F: 3 clusters Score -323173.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -323391.406250 Penalty: 2594.950439
	Iteration 2F: 3 clusters Score -323391.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -323547.718750 Penalty: 2594.950439
	Iteration 3F: 3 clusters Score -323547.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -323670.593750 Penalty: 2594.950439
	Iteration 4Q: 3 clusters Score -323670.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -323770.437500 Penalty: 2594.950439
	Iteration 5Q: 3 clusters Score -323770.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -323842.156250 Penalty: 2594.950439
	Iteration 6Q: 3 clusters Score -323842.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -323913.187500 Penalty: 2594.950439
	Iteration 7Q: 3 clusters Score -323913.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -323957.187500 Penalty: 2594.950439
	Iteration 8Q: 3 clusters Score -323957.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -323997.718750 Penalty: 2594.950439
	Iteration 9Q: 3 clusters Score -323997.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -324030.625000 Penalty: 2594.950439
	Iteration 10Q: 3 clusters Score -324030.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -324057.656250 Penalty: 2594.950439
	Iteration 11Q: 3 clusters Score -324057.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -324077.593750 Penalty: 2594.950439
	Iteration 12Q: 3 clusters Score -324077.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -324097.187500 Penalty: 2594.950439
	Iteration 13Q: 3 clusters Score -324097.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -324118.343750 Penalty: 2594.950439
	Iteration 14Q: 3 clusters Score -324118.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -324134.468750 Penalty: 2594.950439
	Iteration 15Q: 3 clusters Score -324134.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -324142.593750 Penalty: 2594.950439
	Iteration 16Q: 3 clusters Score -324142.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -324146.562500 Penalty: 2594.950439
	Iteration 17Q: 3 clusters Score -324146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -324147.718750 Penalty: 2594.950439
	Iteration 18Q: 3 clusters Score -324147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -324151.343750 Penalty: 2594.950439
	Iteration 19Q: 3 clusters Score -324151.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -324154.375000 Penalty: 2594.950439
	Iteration 20F: 3 clusters Score -324154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -324155.843750 Penalty: 2594.950439
	Iteration 21Q: 3 clusters Score -324155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -324158.968750 Penalty: 2594.950439
	Iteration 22Q: 3 clusters Score -324159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -324159.312500 Penalty: 2594.950439
	Iteration 23Q: 3 clusters Score -324159.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -324159.875000 Penalty: 2594.950439
	Iteration 24Q: 3 clusters Score -324159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -324161.531250 Penalty: 2594.950439
	Iteration 25Q: 3 clusters Score -324161.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -324161.531250 Penalty: 2594.950439
	Iteration 26F: 3 clusters Score -324161.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40700.472656 Penalty: 977.625549
	Iteration 0F: 2 clusters Score -40700.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39818.664062 Penalty: 1955.251099
	Iteration 0F: 3 clusters Score -39818.66 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39970.628906 Penalty: 1955.251099
	Iteration 1F: 3 clusters Score -39970.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40015.097656 Penalty: 1955.251099
	Iteration 2F: 3 clusters Score -40015.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40058.078125 Penalty: 1955.251099
	Iteration 3Q: 3 clusters Score -40058.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40092.339844 Penalty: 1955.251099
	Iteration 4Q: 3 clusters Score -40092.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40102.648438 Penalty: 1955.251099
	Iteration 5Q: 3 clusters Score -40102.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40118.679688 Penalty: 1955.251099
	Iteration 6Q: 3 clusters Score -40118.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40132.867188 Penalty: 1955.251099
	Iteration 7Q: 3 clusters Score -40132.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40140.429688 Penalty: 1955.251099
	Iteration 8Q: 3 clusters Score -40140.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40144.460938 Penalty: 1955.251099
	Iteration 9Q: 3 clusters Score -40144.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40150.710938 Penalty: 1955.251099
	Iteration 10Q: 3 clusters Score -40150.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40159.394531 Penalty: 1955.251099
	Iteration 11Q: 3 clusters Score -40159.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40171.449219 Penalty: 1955.251099
	Iteration 12Q: 3 clusters Score -40171.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40175.480469 Penalty: 1955.251099
	Iteration 13Q: 3 clusters Score -40175.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40177.960938 Penalty: 1955.251099
	Iteration 14Q: 3 clusters Score -40177.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40182.039062 Penalty: 1955.251099
	Iteration 15Q: 3 clusters Score -40182.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40192.621094 Penalty: 1955.251099
	Iteration 16Q: 3 clusters Score -40192.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40200.425781 Penalty: 1955.251099
	Iteration 17Q: 3 clusters Score -40200.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40202.898438 Penalty: 1955.251099
	Iteration 18Q: 3 clusters Score -40202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40207.078125 Penalty: 1955.251099
	Iteration 19Q: 3 clusters Score -40207.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40207.078125 Penalty: 1955.251099
	Iteration 20F: 3 clusters Score -40207.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -13178.295898 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -13178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12554.741211 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -12554.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12673.881836 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -12673.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12693.363281 Penalty: 1689.511475
	Iteration 2Q: 3 clusters Score -12693.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12700.569336 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -12700.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12704.105469 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -12704.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12704.105469 Penalty: 1689.511475
	Iteration 5F: 3 clusters Score -12704.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Entering Unmasked Estep 
Score: -427577.718750 Penalty: 1335.552979
	Iteration 0F: 2 clusters Score -427577.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -424382.750000 Penalty: 2671.105957
	Iteration 0F: 3 clusters Score -424382.8 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -425174.187500 Penalty: 2671.105957
	Iteration 1F: 3 clusters Score -425174.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -425305.562500 Penalty: 2671.105957
	Iteration 2F: 3 clusters Score -425305.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -425389.343750 Penalty: 2671.105957
	Iteration 3Q: 3 clusters Score -425389.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -425445.812500 Penalty: 2671.105957
	Iteration 4Q: 3 clusters Score -425445.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -425491.312500 Penalty: 2671.105957
	Iteration 5Q: 3 clusters Score -425491.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -425528.125000 Penalty: 2671.105957
	Iteration 6Q: 3 clusters Score -425528.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -425554.687500 Penalty: 2671.105957
	Iteration 7Q: 3 clusters Score -425554.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -425574.843750 Penalty: 2671.105957
	Iteration 8Q: 3 clusters Score -425574.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -425591.437500 Penalty: 2671.105957
	Iteration 9Q: 3 clusters Score -425591.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -425603.031250 Penalty: 2671.105957
	Iteration 10Q: 3 clusters Score -425603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -425613.156250 Penalty: 2671.105957
	Iteration 11Q: 3 clusters Score -425613.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -425622.406250 Penalty: 2671.105957
	Iteration 12Q: 3 clusters Score -425622.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -425629.656250 Penalty: 2671.105957
	Iteration 13Q: 3 clusters Score -425629.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -425634.562500 Penalty: 2671.105957
	Iteration 14Q: 3 clusters Score -425634.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -425639.406250 Penalty: 2671.105957
	Iteration 15Q: 3 clusters Score -425639.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -425643.125000 Penalty: 2671.105957
	Iteration 16Q: 3 clusters Score -425643.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -425647.718750 Penalty: 2671.105957
	Iteration 17Q: 3 clusters Score -425647.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -425652.500000 Penalty: 2671.105957
	Iteration 18Q: 3 clusters Score -425652.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -425656.406250 Penalty: 2671.105957
	Iteration 19Q: 3 clusters Score -425656.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -425658.125000 Penalty: 2671.105957
	Iteration 20F: 3 clusters Score -425658.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -425661.125000 Penalty: 2671.105957
	Iteration 21Q: 3 clusters Score -425661.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -425663.843750 Penalty: 2671.105957
	Iteration 22Q: 3 clusters Score -425663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -425667.031250 Penalty: 2671.105957
	Iteration 23Q: 3 clusters Score -425667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -425669.781250 Penalty: 2671.105957
	Iteration 24Q: 3 clusters Score -425669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -425671.250000 Penalty: 2671.105957
	Iteration 25Q: 3 clusters Score -425671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -425674.812500 Penalty: 2671.105957
	Iteration 26Q: 3 clusters Score -425674.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -425679.250000 Penalty: 2671.105957
	Iteration 27Q: 3 clusters Score -425679.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -425684.125000 Penalty: 2671.105957
	Iteration 28Q: 3 clusters Score -425684.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -425692.281250 Penalty: 2671.105957
	Iteration 29Q: 3 clusters Score -425692.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -425695.781250 Penalty: 2671.105957
	Iteration 30Q: 3 clusters Score -425695.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -425700.687500 Penalty: 2671.105957
	Iteration 31Q: 3 clusters Score -425700.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -425704.718750 Penalty: 2671.105957
	Iteration 32Q: 3 clusters Score -425704.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -425707.687500 Penalty: 2671.105957
	Iteration 33Q: 3 clusters Score -425707.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -425711.187500 Penalty: 2671.105957
	Iteration 34Q: 3 clusters Score -425711.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -425715.343750 Penalty: 2671.105957
	Iteration 35Q: 3 clusters Score -425715.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -425719.187500 Penalty: 2671.105957
	Iteration 36Q: 3 clusters Score -425719.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -425720.375000 Penalty: 2671.105957
	Iteration 37Q: 3 clusters Score -425720.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -425723.500000 Penalty: 2671.105957
	Iteration 38Q: 3 clusters Score -425723.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -425726.812500 Penalty: 2671.105957
	Iteration 39Q: 3 clusters Score -425726.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -425728.750000 Penalty: 2671.105957
	Iteration 40F: 3 clusters Score -425728.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -425732.156250 Penalty: 2671.105957
	Iteration 41Q: 3 clusters Score -425732.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -425733.937500 Penalty: 2671.105957
	Iteration 42Q: 3 clusters Score -425733.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -425735.531250 Penalty: 2671.105957
	Iteration 43Q: 3 clusters Score -425735.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -425736.843750 Penalty: 2671.105957
	Iteration 44Q: 3 clusters Score -425736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -425738.250000 Penalty: 2671.105957
	Iteration 45Q: 3 clusters Score -425738.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -425740.156250 Penalty: 2671.105957
	Iteration 46Q: 3 clusters Score -425740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -425742.437500 Penalty: 2671.105957
	Iteration 47Q: 3 clusters Score -425742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -425744.437500 Penalty: 2671.105957
	Iteration 48Q: 3 clusters Score -425744.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -425748.312500 Penalty: 2671.105957
	Iteration 49Q: 3 clusters Score -425748.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -425750.437500 Penalty: 2671.105957
	Iteration 50Q: 3 clusters Score -425750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -425752.250000 Penalty: 2671.105957
	Iteration 51Q: 3 clusters Score -425752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -425754.812500 Penalty: 2671.105957
	Iteration 52Q: 3 clusters Score -425754.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -425757.968750 Penalty: 2671.105957
	Iteration 53Q: 3 clusters Score -425758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -425760.906250 Penalty: 2671.105957
	Iteration 54Q: 3 clusters Score -425760.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -425762.843750 Penalty: 2671.105957
	Iteration 55Q: 3 clusters Score -425762.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -425765.125000 Penalty: 2671.105957
	Iteration 56Q: 3 clusters Score -425765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -425766.093750 Penalty: 2671.105957
	Iteration 57Q: 3 clusters Score -425766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -425766.750000 Penalty: 2671.105957
	Iteration 58Q: 3 clusters Score -425766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -425767.062500 Penalty: 2671.105957
	Iteration 59Q: 3 clusters Score -425767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -425769.812500 Penalty: 2671.105957
	Iteration 60F: 3 clusters Score -425769.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -425771.187500 Penalty: 2671.105957
	Iteration 61Q: 3 clusters Score -425771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -425773.375000 Penalty: 2671.105957
	Iteration 62Q: 3 clusters Score -425773.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -425775.375000 Penalty: 2671.105957
	Iteration 63Q: 3 clusters Score -425775.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -425776.968750 Penalty: 2671.105957
	Iteration 64Q: 3 clusters Score -425777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -425778.500000 Penalty: 2671.105957
	Iteration 65Q: 3 clusters Score -425778.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -425782.531250 Penalty: 2671.105957
	Iteration 66Q: 3 clusters Score -425782.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -425786.187500 Penalty: 2671.105957
	Iteration 67Q: 3 clusters Score -425786.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -425789.625000 Penalty: 2671.105957
	Iteration 68Q: 3 clusters Score -425789.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -425793.562500 Penalty: 2671.105957
	Iteration 69Q: 3 clusters Score -425793.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -425796.781250 Penalty: 2671.105957
	Iteration 70Q: 3 clusters Score -425796.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -425802.625000 Penalty: 2671.105957
	Iteration 71Q: 3 clusters Score -425802.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -425807.875000 Penalty: 2671.105957
	Iteration 72Q: 3 clusters Score -425807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -425810.187500 Penalty: 2671.105957
	Iteration 73Q: 3 clusters Score -425810.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -425814.437500 Penalty: 2671.105957
	Iteration 74Q: 3 clusters Score -425814.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -425819.750000 Penalty: 2671.105957
	Iteration 75Q: 3 clusters Score -425819.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -425824.812500 Penalty: 2671.105957
	Iteration 76Q: 3 clusters Score -425824.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -425832.218750 Penalty: 2671.105957
	Iteration 77Q: 3 clusters Score -425832.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -425839.906250 Penalty: 2671.105957
	Iteration 78Q: 3 clusters Score -425839.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -425846.343750 Penalty: 2671.105957
	Iteration 79Q: 3 clusters Score -425846.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -425854.406250 Penalty: 2671.105957
	Iteration 80F: 3 clusters Score -425854.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -425862.687500 Penalty: 2671.105957
	Iteration 81Q: 3 clusters Score -425862.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -425872.156250 Penalty: 2671.105957
	Iteration 82Q: 3 clusters Score -425872.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -425879.625000 Penalty: 2671.105957
	Iteration 83Q: 3 clusters Score -425879.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -425893.281250 Penalty: 2671.105957
	Iteration 84Q: 3 clusters Score -425893.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -425910.875000 Penalty: 2671.105957
	Iteration 85Q: 3 clusters Score -425910.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -425929.281250 Penalty: 2671.105957
	Iteration 86Q: 3 clusters Score -425929.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -425948.406250 Penalty: 2671.105957
	Iteration 87Q: 3 clusters Score -425948.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -425966.718750 Penalty: 2671.105957
	Iteration 88Q: 3 clusters Score -425966.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -425982.125000 Penalty: 2671.105957
	Iteration 89Q: 3 clusters Score -425982.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -426002.062500 Penalty: 2671.105957
	Iteration 90Q: 3 clusters Score -426002.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -426020.062500 Penalty: 2671.105957
	Iteration 91Q: 3 clusters Score -426020.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -426044.281250 Penalty: 2671.105957
	Iteration 92Q: 3 clusters Score -426044.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -426072.218750 Penalty: 2671.105957
	Iteration 93Q: 3 clusters Score -426072.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -426105.625000 Penalty: 2671.105957
	Iteration 94Q: 3 clusters Score -426105.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -426144.156250 Penalty: 2671.105957
	Iteration 95Q: 3 clusters Score -426144.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -426170.406250 Penalty: 2671.105957
	Iteration 96Q: 3 clusters Score -426170.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -426191.312500 Penalty: 2671.105957
	Iteration 97Q: 3 clusters Score -426191.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -426214.187500 Penalty: 2671.105957
	Iteration 98Q: 3 clusters Score -426214.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -426232.062500 Penalty: 2671.105957
	Iteration 99Q: 3 clusters Score -426232.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -426248.125000 Penalty: 2671.105957
	Iteration 100F: 3 clusters Score -426248.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -426260.093750 Penalty: 2671.105957
	Iteration 101Q: 3 clusters Score -426260.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -426272.093750 Penalty: 2671.105957
	Iteration 102Q: 3 clusters Score -426272.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -426282.625000 Penalty: 2671.105957
	Iteration 103Q: 3 clusters Score -426282.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -426287.343750 Penalty: 2671.105957
	Iteration 104Q: 3 clusters Score -426287.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -426290.531250 Penalty: 2671.105957
	Iteration 105Q: 3 clusters Score -426290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -426293.968750 Penalty: 2671.105957
	Iteration 106Q: 3 clusters Score -426294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -426297.625000 Penalty: 2671.105957
	Iteration 107Q: 3 clusters Score -426297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -426301.750000 Penalty: 2671.105957
	Iteration 108Q: 3 clusters Score -426301.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -426307.625000 Penalty: 2671.105957
	Iteration 109Q: 3 clusters Score -426307.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -426312.906250 Penalty: 2671.105957
	Iteration 110Q: 3 clusters Score -426312.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -426318.250000 Penalty: 2671.105957
	Iteration 111Q: 3 clusters Score -426318.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -426323.562500 Penalty: 2671.105957
	Iteration 112Q: 3 clusters Score -426323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -426327.187500 Penalty: 2671.105957
	Iteration 113Q: 3 clusters Score -426327.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -426331.281250 Penalty: 2671.105957
	Iteration 114Q: 3 clusters Score -426331.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -426335.375000 Penalty: 2671.105957
	Iteration 115Q: 3 clusters Score -426335.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -426337.531250 Penalty: 2671.105957
	Iteration 116Q: 3 clusters Score -426337.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -426338.781250 Penalty: 2671.105957
	Iteration 117Q: 3 clusters Score -426338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -426338.781250 Penalty: 2671.105957
	Iteration 118F: 3 clusters Score -426338.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Entering Unmasked Estep 
Score: -3159019.000000 Penalty: 1664.815430
	Iteration 0F: 2 clusters Score -3159019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3140118.500000 Penalty: 3329.630859
	Iteration 0F: 3 clusters Score -3140118 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3147314.250000 Penalty: 3329.630859
	Iteration 1F: 3 clusters Score -3147314 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3147717.500000 Penalty: 3329.630859
	Iteration 2Q: 3 clusters Score -3147718 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3148093.500000 Penalty: 3329.630859
	Iteration 3Q: 3 clusters Score -3148094 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3148551.750000 Penalty: 3329.630859
	Iteration 4Q: 3 clusters Score -3148552 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3149092.000000 Penalty: 3329.630859
	Iteration 5Q: 3 clusters Score -3149092 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3149804.750000 Penalty: 3329.630859
	Iteration 6Q: 3 clusters Score -3149805 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3150702.750000 Penalty: 3329.630859
	Iteration 7F: 3 clusters Score -3150703 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3151859.000000 Penalty: 3329.630859
	Iteration 8F: 3 clusters Score -3151859 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -3153166.250000 Penalty: 3329.630859
	Iteration 9F: 3 clusters Score -3153166 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3154614.250000 Penalty: 3329.630859
	Iteration 10F: 3 clusters Score -3154614 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3155887.250000 Penalty: 3329.630859
	Iteration 11Q: 3 clusters Score -3155887 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3156516.250000 Penalty: 3329.630859
	Iteration 12Q: 3 clusters Score -3156516 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3156763.250000 Penalty: 3329.630859
	Iteration 13Q: 3 clusters Score -3156763 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3156918.250000 Penalty: 3329.630859
	Iteration 14Q: 3 clusters Score -3156918 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3157016.250000 Penalty: 3329.630859
	Iteration 15Q: 3 clusters Score -3157016 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3157074.500000 Penalty: 3329.630859
	Iteration 16Q: 3 clusters Score -3157074 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -3157126.250000 Penalty: 3329.630859
	Iteration 17Q: 3 clusters Score -3157126 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3157164.250000 Penalty: 3329.630859
	Iteration 18Q: 3 clusters Score -3157164 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3157205.250000 Penalty: 3329.630859
	Iteration 19Q: 3 clusters Score -3157205 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3157232.750000 Penalty: 3329.630859
	Iteration 20F: 3 clusters Score -3157233 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3157260.250000 Penalty: 3329.630859
	Iteration 21Q: 3 clusters Score -3157260 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3157274.500000 Penalty: 3329.630859
	Iteration 22Q: 3 clusters Score -3157274 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3157294.250000 Penalty: 3329.630859
	Iteration 23Q: 3 clusters Score -3157294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -3157315.000000 Penalty: 3329.630859
	Iteration 24Q: 3 clusters Score -3157315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3157320.500000 Penalty: 3329.630859
	Iteration 25Q: 3 clusters Score -3157320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3157325.000000 Penalty: 3329.630859
	Iteration 26Q: 3 clusters Score -3157325 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3157335.750000 Penalty: 3329.630859
	Iteration 27Q: 3 clusters Score -3157336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3157345.000000 Penalty: 3329.630859
	Iteration 28Q: 3 clusters Score -3157345 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3157343.250000 Penalty: 3329.630859
	Iteration 29Q: 3 clusters Score -3157343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3157346.750000 Penalty: 3329.630859
	Iteration 30Q: 3 clusters Score -3157347 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3157353.500000 Penalty: 3329.630859
	Iteration 31Q: 3 clusters Score -3157354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3157362.250000 Penalty: 3329.630859
	Iteration 32Q: 3 clusters Score -3157362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3157376.250000 Penalty: 3329.630859
	Iteration 33Q: 3 clusters Score -3157376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3157377.500000 Penalty: 3329.630859
	Iteration 34Q: 3 clusters Score -3157378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3157377.250000 Penalty: 3329.630859
	Iteration 35Q: 3 clusters Score -3157377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3157384.750000 Penalty: 3329.630859
	Iteration 36Q: 3 clusters Score -3157385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3157392.250000 Penalty: 3329.630859
	Iteration 37Q: 3 clusters Score -3157392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3157409.750000 Penalty: 3329.630859
	Iteration 38Q: 3 clusters Score -3157410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3157412.500000 Penalty: 3329.630859
	Iteration 39Q: 3 clusters Score -3157412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3157410.250000 Penalty: 3329.630859
	Iteration 40F: 3 clusters Score -3157410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3157413.250000 Penalty: 3329.630859
	Iteration 41Q: 3 clusters Score -3157413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3157400.500000 Penalty: 3329.630859
	Iteration 42Q: 3 clusters Score -3157400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3157408.000000 Penalty: 3329.630859
	Iteration 43Q: 3 clusters Score -3157408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3157409.250000 Penalty: 3329.630859
	Iteration 44Q: 3 clusters Score -3157409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3157410.500000 Penalty: 3329.630859
	Iteration 45Q: 3 clusters Score -3157410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3157411.750000 Penalty: 3329.630859
	Iteration 46Q: 3 clusters Score -3157412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3157407.250000 Penalty: 3329.630859
	Iteration 47Q: 3 clusters Score -3157407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3157409.500000 Penalty: 3329.630859
	Iteration 48Q: 3 clusters Score -3157410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3157408.750000 Penalty: 3329.630859
	Iteration 49Q: 3 clusters Score -3157409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3157410.500000 Penalty: 3329.630859
	Iteration 50Q: 3 clusters Score -3157410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3157408.750000 Penalty: 3329.630859
	Iteration 51Q: 3 clusters Score -3157409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3157414.000000 Penalty: 3329.630859
	Iteration 52Q: 3 clusters Score -3157414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3157413.250000 Penalty: 3329.630859
	Iteration 53Q: 3 clusters Score -3157413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3157408.750000 Penalty: 3329.630859
	Iteration 54Q: 3 clusters Score -3157409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3157411.500000 Penalty: 3329.630859
	Iteration 55Q: 3 clusters Score -3157412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3157411.500000 Penalty: 3329.630859
	Iteration 56Q: 3 clusters Score -3157412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3157417.250000 Penalty: 3329.630859
	Iteration 57Q: 3 clusters Score -3157417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3157420.500000 Penalty: 3329.630859
	Iteration 58Q: 3 clusters Score -3157420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3157420.750000 Penalty: 3329.630859
	Iteration 59Q: 3 clusters Score -3157421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3157420.750000 Penalty: 3329.630859
	Iteration 60F: 3 clusters Score -3157421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Entering Unmasked Estep 
Score: -549007.562500 Penalty: 1382.804199
	Iteration 0F: 2 clusters Score -549007.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -545082.625000 Penalty: 2765.608398
	Iteration 0F: 3 clusters Score -545082.6 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -546169.062500 Penalty: 2765.608398
	Iteration 1F: 3 clusters Score -546169.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -546304.875000 Penalty: 2765.608398
	Iteration 2F: 3 clusters Score -546304.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -546386.062500 Penalty: 2765.608398
	Iteration 3Q: 3 clusters Score -546386.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -546457.187500 Penalty: 2765.608398
	Iteration 4Q: 3 clusters Score -546457.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -546514.812500 Penalty: 2765.608398
	Iteration 5Q: 3 clusters Score -546514.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -546566.187500 Penalty: 2765.608398
	Iteration 6Q: 3 clusters Score -546566.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -546622.437500 Penalty: 2765.608398
	Iteration 7Q: 3 clusters Score -546622.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -546687.812500 Penalty: 2765.608398
	Iteration 8Q: 3 clusters Score -546687.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -546749.625000 Penalty: 2765.608398
	Iteration 9Q: 3 clusters Score -546749.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -546819.125000 Penalty: 2765.608398
	Iteration 10Q: 3 clusters Score -546819.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -546889.687500 Penalty: 2765.608398
	Iteration 11Q: 3 clusters Score -546889.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -546952.312500 Penalty: 2765.608398
	Iteration 12Q: 3 clusters Score -546952.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -547006.875000 Penalty: 2765.608398
	Iteration 13Q: 3 clusters Score -547006.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -547068.500000 Penalty: 2765.608398
	Iteration 14Q: 3 clusters Score -547068.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -547150.562500 Penalty: 2765.608398
	Iteration 15Q: 3 clusters Score -547150.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -547220.625000 Penalty: 2765.608398
	Iteration 16Q: 3 clusters Score -547220.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -547288.062500 Penalty: 2765.608398
	Iteration 17Q: 3 clusters Score -547288.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -547351.312500 Penalty: 2765.608398
	Iteration 18Q: 3 clusters Score -547351.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -547402.875000 Penalty: 2765.608398
	Iteration 19Q: 3 clusters Score -547402.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -547457.312500 Penalty: 2765.608398
	Iteration 20F: 3 clusters Score -547457.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -547508.500000 Penalty: 2765.608398
	Iteration 21Q: 3 clusters Score -547508.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -547557.750000 Penalty: 2765.608398
	Iteration 22Q: 3 clusters Score -547557.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -547597.062500 Penalty: 2765.608398
	Iteration 23Q: 3 clusters Score -547597.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -547627.812500 Penalty: 2765.608398
	Iteration 24Q: 3 clusters Score -547627.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -547656.937500 Penalty: 2765.608398
	Iteration 25Q: 3 clusters Score -547656.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -547677.250000 Penalty: 2765.608398
	Iteration 26Q: 3 clusters Score -547677.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -547692.312500 Penalty: 2765.608398
	Iteration 27Q: 3 clusters Score -547692.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -547704.312500 Penalty: 2765.608398
	Iteration 28Q: 3 clusters Score -547704.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -547713.562500 Penalty: 2765.608398
	Iteration 29Q: 3 clusters Score -547713.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -547722.812500 Penalty: 2765.608398
	Iteration 30Q: 3 clusters Score -547722.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -547728.687500 Penalty: 2765.608398
	Iteration 31Q: 3 clusters Score -547728.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -547733.875000 Penalty: 2765.608398
	Iteration 32Q: 3 clusters Score -547733.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -547738.375000 Penalty: 2765.608398
	Iteration 33Q: 3 clusters Score -547738.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -547746.187500 Penalty: 2765.608398
	Iteration 34Q: 3 clusters Score -547746.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -547758.500000 Penalty: 2765.608398
	Iteration 35Q: 3 clusters Score -547758.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -547769.750000 Penalty: 2765.608398
	Iteration 36Q: 3 clusters Score -547769.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -547777.625000 Penalty: 2765.608398
	Iteration 37Q: 3 clusters Score -547777.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -547783.625000 Penalty: 2765.608398
	Iteration 38Q: 3 clusters Score -547783.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -547785.625000 Penalty: 2765.608398
	Iteration 39Q: 3 clusters Score -547785.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -547787.500000 Penalty: 2765.608398
	Iteration 40F: 3 clusters Score -547787.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -547791.500000 Penalty: 2765.608398
	Iteration 41Q: 3 clusters Score -547791.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -547794.500000 Penalty: 2765.608398
	Iteration 42Q: 3 clusters Score -547794.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -547797.875000 Penalty: 2765.608398
	Iteration 43Q: 3 clusters Score -547797.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -547803.187500 Penalty: 2765.608398
	Iteration 44Q: 3 clusters Score -547803.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -547809.625000 Penalty: 2765.608398
	Iteration 45Q: 3 clusters Score -547809.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -547814.500000 Penalty: 2765.608398
	Iteration 46Q: 3 clusters Score -547814.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -547816.187500 Penalty: 2765.608398
	Iteration 47Q: 3 clusters Score -547816.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -547818.500000 Penalty: 2765.608398
	Iteration 48Q: 3 clusters Score -547818.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -547822.437500 Penalty: 2765.608398
	Iteration 49Q: 3 clusters Score -547822.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -547825.187500 Penalty: 2765.608398
	Iteration 50Q: 3 clusters Score -547825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -547826.250000 Penalty: 2765.608398
	Iteration 51Q: 3 clusters Score -547826.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -547826.687500 Penalty: 2765.608398
	Iteration 52Q: 3 clusters Score -547826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -547826.687500 Penalty: 2765.608398
	Iteration 53Q: 3 clusters Score -547826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -547827.062500 Penalty: 2765.608398
	Iteration 54Q: 3 clusters Score -547827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -547827.062500 Penalty: 2765.608398
	Iteration 55Q: 3 clusters Score -547827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -547827.625000 Penalty: 2765.608398
	Iteration 56Q: 3 clusters Score -547827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -547828.625000 Penalty: 2765.608398
	Iteration 57Q: 3 clusters Score -547828.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -547830.250000 Penalty: 2765.608398
	Iteration 58Q: 3 clusters Score -547830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -547830.500000 Penalty: 2765.608398
	Iteration 59Q: 3 clusters Score -547830.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -547831.937500 Penalty: 2765.608398
	Iteration 60F: 3 clusters Score -547831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -547832.312500 Penalty: 2765.608398
	Iteration 61Q: 3 clusters Score -547832.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -547833.187500 Penalty: 2765.608398
	Iteration 62Q: 3 clusters Score -547833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -547835.812500 Penalty: 2765.608398
	Iteration 63Q: 3 clusters Score -547835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -547836.187500 Penalty: 2765.608398
	Iteration 64Q: 3 clusters Score -547836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -547837.312500 Penalty: 2765.608398
	Iteration 65Q: 3 clusters Score -547837.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -547838.750000 Penalty: 2765.608398
	Iteration 66Q: 3 clusters Score -547838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -547839.937500 Penalty: 2765.608398
	Iteration 67Q: 3 clusters Score -547839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -547839.687500 Penalty: 2765.608398
	Iteration 68Q: 3 clusters Score -547839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -547841.812500 Penalty: 2765.608398
	Iteration 69Q: 3 clusters Score -547841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -547842.125000 Penalty: 2765.608398
	Iteration 70Q: 3 clusters Score -547842.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -547844.812500 Penalty: 2765.608398
	Iteration 71Q: 3 clusters Score -547844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -547847.812500 Penalty: 2765.608398
	Iteration 72Q: 3 clusters Score -547847.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -547850.250000 Penalty: 2765.608398
	Iteration 73Q: 3 clusters Score -547850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -547851.812500 Penalty: 2765.608398
	Iteration 74Q: 3 clusters Score -547851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -547853.437500 Penalty: 2765.608398
	Iteration 75Q: 3 clusters Score -547853.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -547856.187500 Penalty: 2765.608398
	Iteration 76Q: 3 clusters Score -547856.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -547859.062500 Penalty: 2765.608398
	Iteration 77Q: 3 clusters Score -547859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -547859.375000 Penalty: 2765.608398
	Iteration 78Q: 3 clusters Score -547859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -547859.062500 Penalty: 2765.608398
	Iteration 79Q: 3 clusters Score -547859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -547859.437500 Penalty: 2765.608398
	Iteration 80F: 3 clusters Score -547859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -547858.937500 Penalty: 2765.608398
	Iteration 81Q: 3 clusters Score -547858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -547858.937500 Penalty: 2765.608398
	Iteration 82F: 3 clusters Score -547858.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Entering Unmasked Estep 
Score: -1289754.750000 Penalty: 1516.007690
	Iteration 0F: 2 clusters Score -1289755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1281826.375000 Penalty: 3032.015381
	Iteration 0F: 3 clusters Score -1281826 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1284562.250000 Penalty: 3032.015381
	Iteration 1F: 3 clusters Score -1284562 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1285139.500000 Penalty: 3032.015381
	Iteration 2F: 3 clusters Score -1285140 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1285890.250000 Penalty: 3032.015381
	Iteration 3F: 3 clusters Score -1285890 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1286628.000000 Penalty: 3032.015381
	Iteration 4F: 3 clusters Score -1286628 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1287202.875000 Penalty: 3032.015381
	Iteration 5F: 3 clusters Score -1287203 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1287624.875000 Penalty: 3032.015381
	Iteration 6F: 3 clusters Score -1287625 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1287939.375000 Penalty: 3032.015381
	Iteration 7Q: 3 clusters Score -1287939 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1288183.500000 Penalty: 3032.015381
	Iteration 8Q: 3 clusters Score -1288184 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1288422.375000 Penalty: 3032.015381
	Iteration 9Q: 3 clusters Score -1288422 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1288669.000000 Penalty: 3032.015381
	Iteration 10Q: 3 clusters Score -1288669 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1288988.125000 Penalty: 3032.015381
	Iteration 11Q: 3 clusters Score -1288988 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1289278.125000 Penalty: 3032.015381
	Iteration 12Q: 3 clusters Score -1289278 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1289428.750000 Penalty: 3032.015381
	Iteration 13Q: 3 clusters Score -1289429 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1289494.750000 Penalty: 3032.015381
	Iteration 14Q: 3 clusters Score -1289495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1289516.500000 Penalty: 3032.015381
	Iteration 15Q: 3 clusters Score -1289516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1289522.500000 Penalty: 3032.015381
	Iteration 16Q: 3 clusters Score -1289522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1289526.500000 Penalty: 3032.015381
	Iteration 17Q: 3 clusters Score -1289526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1289529.250000 Penalty: 3032.015381
	Iteration 18Q: 3 clusters Score -1289529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1289528.500000 Penalty: 3032.015381
	Iteration 19Q: 3 clusters Score -1289528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1289529.625000 Penalty: 3032.015381
	Iteration 20F: 3 clusters Score -1289530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1289534.125000 Penalty: 3032.015381
	Iteration 21Q: 3 clusters Score -1289534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1289533.500000 Penalty: 3032.015381
	Iteration 22Q: 3 clusters Score -1289534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1289533.500000 Penalty: 3032.015381
	Iteration 23F: 3 clusters Score -1289534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (110783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110783 members 
Entering Unmasked Estep 
Score: -12983871.000000 Penalty: 1887.490967
	Iteration 0F: 2 clusters Score -1.298387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -12912995.000000 Penalty: 3774.981934
	Iteration 0F: 3 clusters Score -1.2913e+07 nChanged 53037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -12944122.000000 Penalty: 3774.981934
	Iteration 1F: 3 clusters Score -1.294412e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -12944884.000000 Penalty: 3774.981934
	Iteration 2Q: 3 clusters Score -1.294488e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -12945833.000000 Penalty: 3774.981934
	Iteration 3Q: 3 clusters Score -1.294583e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -12947097.000000 Penalty: 3774.981934
	Iteration 4Q: 3 clusters Score -1.29471e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -12949084.000000 Penalty: 3774.981934
	Iteration 5Q: 3 clusters Score -1.294908e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -12951945.000000 Penalty: 3774.981934
	Iteration 6F: 3 clusters Score -1.295194e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -12955635.000000 Penalty: 3774.981934
	Iteration 7F: 3 clusters Score -1.295564e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -12960197.000000 Penalty: 3774.981934
	Iteration 8F: 3 clusters Score -1.29602e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 85582 members 
Entering Unmasked Estep 
Score: -12964999.000000 Penalty: 3774.981934
	Iteration 9F: 3 clusters Score -1.2965e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 90660 members 
Entering Unmasked Estep 
Score: -12969184.000000 Penalty: 3774.981934
	Iteration 10F: 3 clusters Score -1.296918e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 94798 members 
Entering Unmasked Estep 
Score: -12972447.000000 Penalty: 3774.981934
	Iteration 11Q: 3 clusters Score -1.297245e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -12974754.000000 Penalty: 3774.981934
	Iteration 12Q: 3 clusters Score -1.297475e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 100712 members 
Entering Unmasked Estep 
Score: -12976499.000000 Penalty: 3774.981934
	Iteration 13Q: 3 clusters Score -1.29765e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 102966 members 
Entering Unmasked Estep 
Score: -12978220.000000 Penalty: 3774.981934
	Iteration 14Q: 3 clusters Score -1.297822e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -12979519.000000 Penalty: 3774.981934
	Iteration 15Q: 3 clusters Score -1.297952e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -12980524.000000 Penalty: 3774.981934
	Iteration 16Q: 3 clusters Score -1.298052e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 108394 members 
Entering Unmasked Estep 
Score: -12981258.000000 Penalty: 3774.981934
	Iteration 17Q: 3 clusters Score -1.298126e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 109380 members 
Entering Unmasked Estep 
Score: -12981741.000000 Penalty: 3774.981934
	Iteration 18Q: 3 clusters Score -1.298174e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 109983 members 
Entering Unmasked Estep 
Score: -12981943.000000 Penalty: 3774.981934
	Iteration 19Q: 3 clusters Score -1.298194e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -12982051.000000 Penalty: 3774.981934
	Iteration 20F: 3 clusters Score -1.298205e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 110410 members 
Entering Unmasked Estep 
Score: -12982123.000000 Penalty: 3774.981934
	Iteration 21Q: 3 clusters Score -1.298212e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 110486 members 
Entering Unmasked Estep 
Score: -12982163.000000 Penalty: 3774.981934
	Iteration 22Q: 3 clusters Score -1.298216e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 110538 members 
Entering Unmasked Estep 
Score: -12982210.000000 Penalty: 3774.981934
	Iteration 23Q: 3 clusters Score -1.298221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 110559 members 
Entering Unmasked Estep 
Score: -12982218.000000 Penalty: 3774.981934
	Iteration 24Q: 3 clusters Score -1.298222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -12982234.000000 Penalty: 3774.981934
	Iteration 25Q: 3 clusters Score -1.298223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 110589 members 
Entering Unmasked Estep 
Score: -12982250.000000 Penalty: 3774.981934
	Iteration 26Q: 3 clusters Score -1.298225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 110602 members 
Entering Unmasked Estep 
Score: -12982279.000000 Penalty: 3774.981934
	Iteration 27Q: 3 clusters Score -1.298228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -12982275.000000 Penalty: 3774.981934
	Iteration 28Q: 3 clusters Score -1.298228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -12982279.000000 Penalty: 3774.981934
	Iteration 29Q: 3 clusters Score -1.298228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110613 members 
Entering Unmasked Estep 
Score: -12982282.000000 Penalty: 3774.981934
	Iteration 30Q: 3 clusters Score -1.298228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 110615 members 
Entering Unmasked Estep 
Score: -12982289.000000 Penalty: 3774.981934
	Iteration 31Q: 3 clusters Score -1.298229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 110617 members 
Entering Unmasked Estep 
Score: -12982292.000000 Penalty: 3774.981934
	Iteration 32Q: 3 clusters Score -1.298229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 110621 members 
Entering Unmasked Estep 
Score: -12982300.000000 Penalty: 3774.981934
	Iteration 33Q: 3 clusters Score -1.29823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -12982309.000000 Penalty: 3774.981934
	Iteration 34Q: 3 clusters Score -1.298231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -12982307.000000 Penalty: 3774.981934
	Iteration 35Q: 3 clusters Score -1.298231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -12982318.000000 Penalty: 3774.981934
	Iteration 36Q: 3 clusters Score -1.298232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -12982313.000000 Penalty: 3774.981934
	Iteration 37Q: 3 clusters Score -1.298231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 110631 members 
Entering Unmasked Estep 
Score: -12982320.000000 Penalty: 3774.981934
	Iteration 38Q: 3 clusters Score -1.298232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -12982317.000000 Penalty: 3774.981934
	Iteration 39Q: 3 clusters Score -1.298232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -12982312.000000 Penalty: 3774.981934
	Iteration 40F: 3 clusters Score -1.298231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Entering Unmasked Estep 
Score: -438410.312500 Penalty: 1338.676392
	Iteration 0F: 2 clusters Score -438410.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -435183.968750 Penalty: 2677.352783
	Iteration 0F: 3 clusters Score -435184 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -436052.062500 Penalty: 2677.352783
	Iteration 1F: 3 clusters Score -436052.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -436212.250000 Penalty: 2677.352783
	Iteration 2F: 3 clusters Score -436212.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -436304.031250 Penalty: 2677.352783
	Iteration 3Q: 3 clusters Score -436304 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -436363.281250 Penalty: 2677.352783
	Iteration 4Q: 3 clusters Score -436363.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -436407.187500 Penalty: 2677.352783
	Iteration 5Q: 3 clusters Score -436407.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -436440.156250 Penalty: 2677.352783
	Iteration 6Q: 3 clusters Score -436440.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -436469.250000 Penalty: 2677.352783
	Iteration 7Q: 3 clusters Score -436469.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -436500.687500 Penalty: 2677.352783
	Iteration 8Q: 3 clusters Score -436500.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -436525.812500 Penalty: 2677.352783
	Iteration 9Q: 3 clusters Score -436525.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -436550.531250 Penalty: 2677.352783
	Iteration 10Q: 3 clusters Score -436550.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -436578.437500 Penalty: 2677.352783
	Iteration 11Q: 3 clusters Score -436578.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -436612.031250 Penalty: 2677.352783
	Iteration 12Q: 3 clusters Score -436612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -436648.968750 Penalty: 2677.352783
	Iteration 13Q: 3 clusters Score -436649 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -436693.531250 Penalty: 2677.352783
	Iteration 14Q: 3 clusters Score -436693.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -436756.000000 Penalty: 2677.352783
	Iteration 15Q: 3 clusters Score -436756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -436816.593750 Penalty: 2677.352783
	Iteration 16Q: 3 clusters Score -436816.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -436873.687500 Penalty: 2677.352783
	Iteration 17Q: 3 clusters Score -436873.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -436934.593750 Penalty: 2677.352783
	Iteration 18Q: 3 clusters Score -436934.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -436989.937500 Penalty: 2677.352783
	Iteration 19Q: 3 clusters Score -436989.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -437044.875000 Penalty: 2677.352783
	Iteration 20F: 3 clusters Score -437044.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -437106.250000 Penalty: 2677.352783
	Iteration 21Q: 3 clusters Score -437106.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -437166.218750 Penalty: 2677.352783
	Iteration 22Q: 3 clusters Score -437166.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -437217.218750 Penalty: 2677.352783
	Iteration 23Q: 3 clusters Score -437217.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -437257.687500 Penalty: 2677.352783
	Iteration 24Q: 3 clusters Score -437257.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -437285.625000 Penalty: 2677.352783
	Iteration 25Q: 3 clusters Score -437285.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -437315.843750 Penalty: 2677.352783
	Iteration 26Q: 3 clusters Score -437315.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -437343.312500 Penalty: 2677.352783
	Iteration 27Q: 3 clusters Score -437343.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -437363.750000 Penalty: 2677.352783
	Iteration 28Q: 3 clusters Score -437363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -437375.593750 Penalty: 2677.352783
	Iteration 29Q: 3 clusters Score -437375.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -437395.781250 Penalty: 2677.352783
	Iteration 30Q: 3 clusters Score -437395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -437418.312500 Penalty: 2677.352783
	Iteration 31Q: 3 clusters Score -437418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -437429.000000 Penalty: 2677.352783
	Iteration 32Q: 3 clusters Score -437429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -437439.500000 Penalty: 2677.352783
	Iteration 33Q: 3 clusters Score -437439.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -437441.937500 Penalty: 2677.352783
	Iteration 34Q: 3 clusters Score -437441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -437443.781250 Penalty: 2677.352783
	Iteration 35Q: 3 clusters Score -437443.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -437444.593750 Penalty: 2677.352783
	Iteration 36Q: 3 clusters Score -437444.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -437447.000000 Penalty: 2677.352783
	Iteration 37Q: 3 clusters Score -437447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -437447.000000 Penalty: 2677.352783
	Iteration 38F: 3 clusters Score -437447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97897 members 
Entering Unmasked Estep 
Score: -11412290.000000 Penalty: 1867.396606
	Iteration 0F: 2 clusters Score -1.141229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -11349402.000000 Penalty: 3734.793213
	Iteration 0F: 3 clusters Score -1.13494e+07 nChanged 46932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -11377266.000000 Penalty: 3734.793213
	Iteration 1F: 3 clusters Score -1.137727e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -11378635.000000 Penalty: 3734.793213
	Iteration 2Q: 3 clusters Score -1.137864e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -11380697.000000 Penalty: 3734.793213
	Iteration 3Q: 3 clusters Score -1.13807e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -11383822.000000 Penalty: 3734.793213
	Iteration 4F: 3 clusters Score -1.138382e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -11387961.000000 Penalty: 3734.793213
	Iteration 5F: 3 clusters Score -1.138796e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -11392820.000000 Penalty: 3734.793213
	Iteration 6F: 3 clusters Score -1.139282e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -11397415.000000 Penalty: 3734.793213
	Iteration 7F: 3 clusters Score -1.139742e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -11399893.000000 Penalty: 3734.793213
	Iteration 8F: 3 clusters Score -1.139989e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -11400821.000000 Penalty: 3734.793213
	Iteration 9Q: 3 clusters Score -1.140082e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -11401306.000000 Penalty: 3734.793213
	Iteration 10Q: 3 clusters Score -1.140131e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -11401753.000000 Penalty: 3734.793213
	Iteration 11Q: 3 clusters Score -1.140175e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -11402185.000000 Penalty: 3734.793213
	Iteration 12Q: 3 clusters Score -1.140218e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -11402722.000000 Penalty: 3734.793213
	Iteration 13Q: 3 clusters Score -1.140272e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -11403332.000000 Penalty: 3734.793213
	Iteration 14Q: 3 clusters Score -1.140333e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -11404011.000000 Penalty: 3734.793213
	Iteration 15Q: 3 clusters Score -1.140401e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -11404754.000000 Penalty: 3734.793213
	Iteration 16Q: 3 clusters Score -1.140475e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -11405542.000000 Penalty: 3734.793213
	Iteration 17Q: 3 clusters Score -1.140554e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -11406373.000000 Penalty: 3734.793213
	Iteration 18Q: 3 clusters Score -1.140637e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -11407083.000000 Penalty: 3734.793213
	Iteration 19Q: 3 clusters Score -1.140708e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -11407742.000000 Penalty: 3734.793213
	Iteration 20F: 3 clusters Score -1.140774e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -11408347.000000 Penalty: 3734.793213
	Iteration 21Q: 3 clusters Score -1.140835e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 76451 members 
Entering Unmasked Estep 
Score: -11408810.000000 Penalty: 3734.793213
	Iteration 22Q: 3 clusters Score -1.140881e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -11409244.000000 Penalty: 3734.793213
	Iteration 23Q: 3 clusters Score -1.140924e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -11409599.000000 Penalty: 3734.793213
	Iteration 24Q: 3 clusters Score -1.14096e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -11409974.000000 Penalty: 3734.793213
	Iteration 25Q: 3 clusters Score -1.140997e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -11410182.000000 Penalty: 3734.793213
	Iteration 26Q: 3 clusters Score -1.141018e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -11410534.000000 Penalty: 3734.793213
	Iteration 27Q: 3 clusters Score -1.141053e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -11410803.000000 Penalty: 3734.793213
	Iteration 28Q: 3 clusters Score -1.14108e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -11411011.000000 Penalty: 3734.793213
	Iteration 29Q: 3 clusters Score -1.141101e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -11411208.000000 Penalty: 3734.793213
	Iteration 30Q: 3 clusters Score -1.141121e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -11411373.000000 Penalty: 3734.793213
	Iteration 31Q: 3 clusters Score -1.141137e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -11411520.000000 Penalty: 3734.793213
	Iteration 32Q: 3 clusters Score -1.141152e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 89874 members 
Entering Unmasked Estep 
Score: -11411577.000000 Penalty: 3734.793213
	Iteration 33Q: 3 clusters Score -1.141158e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -11411645.000000 Penalty: 3734.793213
	Iteration 34Q: 3 clusters Score -1.141164e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 91125 members 
Entering Unmasked Estep 
Score: -11411684.000000 Penalty: 3734.793213
	Iteration 35Q: 3 clusters Score -1.141168e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 91646 members 
Entering Unmasked Estep 
Score: -11411790.000000 Penalty: 3734.793213
	Iteration 36Q: 3 clusters Score -1.141179e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -11411816.000000 Penalty: 3734.793213
	Iteration 37Q: 3 clusters Score -1.141182e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -11411871.000000 Penalty: 3734.793213
	Iteration 38Q: 3 clusters Score -1.141187e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 92796 members 
Entering Unmasked Estep 
Score: -11411892.000000 Penalty: 3734.793213
	Iteration 39Q: 3 clusters Score -1.141189e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -11411932.000000 Penalty: 3734.793213
	Iteration 40F: 3 clusters Score -1.141193e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -11411982.000000 Penalty: 3734.793213
	Iteration 41Q: 3 clusters Score -1.141198e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -11412007.000000 Penalty: 3734.793213
	Iteration 42Q: 3 clusters Score -1.141201e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -11412058.000000 Penalty: 3734.793213
	Iteration 43Q: 3 clusters Score -1.141206e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -11412048.000000 Penalty: 3734.793213
	Iteration 44Q: 3 clusters Score -1.141205e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -11412056.000000 Penalty: 3734.793213
	Iteration 45Q: 3 clusters Score -1.141206e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -11412071.000000 Penalty: 3734.793213
	Iteration 46Q: 3 clusters Score -1.141207e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -11412070.000000 Penalty: 3734.793213
	Iteration 47Q: 3 clusters Score -1.141207e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -11412074.000000 Penalty: 3734.793213
	Iteration 48Q: 3 clusters Score -1.141207e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -11412053.000000 Penalty: 3734.793213
	Iteration 49Q: 3 clusters Score -1.141205e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -11412066.000000 Penalty: 3734.793213
	Iteration 50Q: 3 clusters Score -1.141207e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 94908 members 
Entering Unmasked Estep 
Score: -11412050.000000 Penalty: 3734.793213
	Iteration 51Q: 3 clusters Score -1.141205e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -11412048.000000 Penalty: 3734.793213
	Iteration 52Q: 3 clusters Score -1.141205e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -11412041.000000 Penalty: 3734.793213
	Iteration 53Q: 3 clusters Score -1.141204e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 95056 members 
Entering Unmasked Estep 
Score: -11412048.000000 Penalty: 3734.793213
	Iteration 54Q: 3 clusters Score -1.141205e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -11412053.000000 Penalty: 3734.793213
	Iteration 55Q: 3 clusters Score -1.141205e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 95128 members 
Entering Unmasked Estep 
Score: -11412056.000000 Penalty: 3734.793213
	Iteration 56Q: 3 clusters Score -1.141206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 95145 members 
Entering Unmasked Estep 
Score: -11412040.000000 Penalty: 3734.793213
	Iteration 57Q: 3 clusters Score -1.141204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -11412058.000000 Penalty: 3734.793213
	Iteration 58Q: 3 clusters Score -1.141206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 95180 members 
Entering Unmasked Estep 
Score: -11412063.000000 Penalty: 3734.793213
	Iteration 59Q: 3 clusters Score -1.141206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -11412060.000000 Penalty: 3734.793213
	Iteration 60F: 3 clusters Score -1.141206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -11412063.000000 Penalty: 3734.793213
	Iteration 61Q: 3 clusters Score -1.141206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -11412069.000000 Penalty: 3734.793213
	Iteration 62Q: 3 clusters Score -1.141207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -11412063.000000 Penalty: 3734.793213
	Iteration 63Q: 3 clusters Score -1.141206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -11412061.000000 Penalty: 3734.793213
	Iteration 64Q: 3 clusters Score -1.141206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -11412058.000000 Penalty: 3734.793213
	Iteration 65Q: 3 clusters Score -1.141206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -11412052.000000 Penalty: 3734.793213
	Iteration 66Q: 3 clusters Score -1.141205e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -11412055.000000 Penalty: 3734.793213
	Iteration 67Q: 3 clusters Score -1.141206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 95292 members 
Entering Unmasked Estep 
Score: -11412045.000000 Penalty: 3734.793213
	Iteration 68Q: 3 clusters Score -1.141204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -11412050.000000 Penalty: 3734.793213
	Iteration 69Q: 3 clusters Score -1.141205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -11412057.000000 Penalty: 3734.793213
	Iteration 70Q: 3 clusters Score -1.141206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 95322 members 
Entering Unmasked Estep 
Score: -11412063.000000 Penalty: 3734.793213
	Iteration 71Q: 3 clusters Score -1.141206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -11412057.000000 Penalty: 3734.793213
	Iteration 72Q: 3 clusters Score -1.141206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -11412055.000000 Penalty: 3734.793213
	Iteration 73Q: 3 clusters Score -1.141206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 95339 members 
Entering Unmasked Estep 
Score: -11412049.000000 Penalty: 3734.793213
	Iteration 74Q: 3 clusters Score -1.141205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -11412042.000000 Penalty: 3734.793213
	Iteration 75Q: 3 clusters Score -1.141204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 95345 members 
Entering Unmasked Estep 
Score: -11412052.000000 Penalty: 3734.793213
	Iteration 76Q: 3 clusters Score -1.141205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -11412048.000000 Penalty: 3734.793213
	Iteration 77Q: 3 clusters Score -1.141205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -11412048.000000 Penalty: 3734.793213
	Iteration 78Q: 3 clusters Score -1.141205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 95351 members 
Entering Unmasked Estep 
Score: -11412044.000000 Penalty: 3734.793213
	Iteration 79Q: 3 clusters Score -1.141204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -11412043.000000 Penalty: 3734.793213
	Iteration 80F: 3 clusters Score -1.141204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 95354 members 
Entering Unmasked Estep 
Score: -11412038.000000 Penalty: 3734.793213
	Iteration 81Q: 3 clusters Score -1.141204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 95356 members 
Entering Unmasked Estep 
Score: -11412044.000000 Penalty: 3734.793213
	Iteration 82Q: 3 clusters Score -1.141204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 95359 members 
Entering Unmasked Estep 
Score: -11412043.000000 Penalty: 3734.793213
	Iteration 83Q: 3 clusters Score -1.141204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -11412042.000000 Penalty: 3734.793213
	Iteration 84Q: 3 clusters Score -1.141204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -11412042.000000 Penalty: 3734.793213
	Iteration 85F: 3 clusters Score -1.141204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Entering Unmasked Estep 
Score: -3117849.750000 Penalty: 1656.766357
	Iteration 0F: 2 clusters Score -3117850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3099797.750000 Penalty: 3313.532715
	Iteration 0F: 3 clusters Score -3099798 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3106530.000000 Penalty: 3313.532715
	Iteration 1F: 3 clusters Score -3106530 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3106950.750000 Penalty: 3313.532715
	Iteration 2Q: 3 clusters Score -3106951 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3107448.000000 Penalty: 3313.532715
	Iteration 3Q: 3 clusters Score -3107448 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3108175.750000 Penalty: 3313.532715
	Iteration 4F: 3 clusters Score -3108176 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3109268.000000 Penalty: 3313.532715
	Iteration 5F: 3 clusters Score -3109268 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3111038.500000 Penalty: 3313.532715
	Iteration 6F: 3 clusters Score -3111038 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3113257.500000 Penalty: 3313.532715
	Iteration 7F: 3 clusters Score -3113258 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3115058.500000 Penalty: 3313.532715
	Iteration 8F: 3 clusters Score -3115058 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3115953.250000 Penalty: 3313.532715
	Iteration 9Q: 3 clusters Score -3115953 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3116353.500000 Penalty: 3313.532715
	Iteration 10Q: 3 clusters Score -3116354 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -3116594.500000 Penalty: 3313.532715
	Iteration 11Q: 3 clusters Score -3116594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3116727.250000 Penalty: 3313.532715
	Iteration 12Q: 3 clusters Score -3116727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3116787.000000 Penalty: 3313.532715
	Iteration 13Q: 3 clusters Score -3116787 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3116825.500000 Penalty: 3313.532715
	Iteration 14Q: 3 clusters Score -3116826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3116850.250000 Penalty: 3313.532715
	Iteration 15Q: 3 clusters Score -3116850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3116867.000000 Penalty: 3313.532715
	Iteration 16Q: 3 clusters Score -3116867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3116881.750000 Penalty: 3313.532715
	Iteration 17Q: 3 clusters Score -3116882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3116897.000000 Penalty: 3313.532715
	Iteration 18Q: 3 clusters Score -3116897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3116917.500000 Penalty: 3313.532715
	Iteration 19Q: 3 clusters Score -3116918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3116937.750000 Penalty: 3313.532715
	Iteration 20F: 3 clusters Score -3116938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3116961.250000 Penalty: 3313.532715
	Iteration 21Q: 3 clusters Score -3116961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3116979.250000 Penalty: 3313.532715
	Iteration 22Q: 3 clusters Score -3116979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3116993.750000 Penalty: 3313.532715
	Iteration 23Q: 3 clusters Score -3116994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3116997.000000 Penalty: 3313.532715
	Iteration 24Q: 3 clusters Score -3116997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -3117001.500000 Penalty: 3313.532715
	Iteration 25Q: 3 clusters Score -3117002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3117005.750000 Penalty: 3313.532715
	Iteration 26Q: 3 clusters Score -3117006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3117013.250000 Penalty: 3313.532715
	Iteration 27Q: 3 clusters Score -3117013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3117014.500000 Penalty: 3313.532715
	Iteration 28Q: 3 clusters Score -3117014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3117018.000000 Penalty: 3313.532715
	Iteration 29Q: 3 clusters Score -3117018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3117017.000000 Penalty: 3313.532715
	Iteration 30Q: 3 clusters Score -3117017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3117017.250000 Penalty: 3313.532715
	Iteration 31Q: 3 clusters Score -3117017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3117023.250000 Penalty: 3313.532715
	Iteration 32Q: 3 clusters Score -3117023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3117021.750000 Penalty: 3313.532715
	Iteration 33Q: 3 clusters Score -3117022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3117021.750000 Penalty: 3313.532715
	Iteration 34F: 3 clusters Score -3117022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -11564.380859 Penalty: 797.107178
	Iteration 0F: 2 clusters Score -11564.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10949.865234 Penalty: 1594.214355
	Iteration 0F: 3 clusters Score -10949.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10997.479492 Penalty: 1594.214355
	Iteration 1F: 3 clusters Score -10997.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11003.727539 Penalty: 1594.214355
	Iteration 2Q: 3 clusters Score -11003.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11003.727539 Penalty: 1594.214355
	Iteration 3F: 3 clusters Score -11003.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Entering Unmasked Estep 
Score: -3832500.750000 Penalty: 1691.081299
	Iteration 0F: 2 clusters Score -3832501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3810108.750000 Penalty: 3382.162598
	Iteration 0F: 3 clusters Score -3810109 nChanged 15533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3818782.000000 Penalty: 3382.162598
	Iteration 1F: 3 clusters Score -3818782 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3819199.750000 Penalty: 3382.162598
	Iteration 2Q: 3 clusters Score -3819200 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3819587.000000 Penalty: 3382.162598
	Iteration 3Q: 3 clusters Score -3819587 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3819961.500000 Penalty: 3382.162598
	Iteration 4Q: 3 clusters Score -3819962 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3820398.250000 Penalty: 3382.162598
	Iteration 5Q: 3 clusters Score -3820398 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3820976.750000 Penalty: 3382.162598
	Iteration 6Q: 3 clusters Score -3820977 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3821710.500000 Penalty: 3382.162598
	Iteration 7Q: 3 clusters Score -3821710 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3822591.750000 Penalty: 3382.162598
	Iteration 8Q: 3 clusters Score -3822592 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3823781.250000 Penalty: 3382.162598
	Iteration 9F: 3 clusters Score -3823781 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3825121.500000 Penalty: 3382.162598
	Iteration 10F: 3 clusters Score -3825122 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3826282.000000 Penalty: 3382.162598
	Iteration 11F: 3 clusters Score -3826282 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3827042.000000 Penalty: 3382.162598
	Iteration 12Q: 3 clusters Score -3827042 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3827515.500000 Penalty: 3382.162598
	Iteration 13Q: 3 clusters Score -3827516 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3827834.750000 Penalty: 3382.162598
	Iteration 14Q: 3 clusters Score -3827835 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3828102.750000 Penalty: 3382.162598
	Iteration 15Q: 3 clusters Score -3828103 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3828303.250000 Penalty: 3382.162598
	Iteration 16Q: 3 clusters Score -3828303 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3828485.000000 Penalty: 3382.162598
	Iteration 17Q: 3 clusters Score -3828485 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3828693.500000 Penalty: 3382.162598
	Iteration 18Q: 3 clusters Score -3828694 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3828891.750000 Penalty: 3382.162598
	Iteration 19Q: 3 clusters Score -3828892 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3829056.000000 Penalty: 3382.162598
	Iteration 20F: 3 clusters Score -3829056 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -3829191.500000 Penalty: 3382.162598
	Iteration 21Q: 3 clusters Score -3829192 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3829341.000000 Penalty: 3382.162598
	Iteration 22Q: 3 clusters Score -3829341 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3829499.250000 Penalty: 3382.162598
	Iteration 23Q: 3 clusters Score -3829499 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3829651.500000 Penalty: 3382.162598
	Iteration 24Q: 3 clusters Score -3829652 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -3829776.000000 Penalty: 3382.162598
	Iteration 25Q: 3 clusters Score -3829776 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3829907.500000 Penalty: 3382.162598
	Iteration 26Q: 3 clusters Score -3829908 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -3829999.500000 Penalty: 3382.162598
	Iteration 27Q: 3 clusters Score -3830000 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -3830079.750000 Penalty: 3382.162598
	Iteration 28Q: 3 clusters Score -3830080 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -3830187.500000 Penalty: 3382.162598
	Iteration 29Q: 3 clusters Score -3830188 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -3830247.250000 Penalty: 3382.162598
	Iteration 30Q: 3 clusters Score -3830247 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3830326.500000 Penalty: 3382.162598
	Iteration 31Q: 3 clusters Score -3830326 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3830388.750000 Penalty: 3382.162598
	Iteration 32Q: 3 clusters Score -3830389 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3830447.750000 Penalty: 3382.162598
	Iteration 33Q: 3 clusters Score -3830448 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -3830515.500000 Penalty: 3382.162598
	Iteration 34Q: 3 clusters Score -3830516 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -3830587.250000 Penalty: 3382.162598
	Iteration 35Q: 3 clusters Score -3830587 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3830653.750000 Penalty: 3382.162598
	Iteration 36Q: 3 clusters Score -3830654 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -3830723.000000 Penalty: 3382.162598
	Iteration 37Q: 3 clusters Score -3830723 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -3830780.250000 Penalty: 3382.162598
	Iteration 38Q: 3 clusters Score -3830780 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3830816.750000 Penalty: 3382.162598
	Iteration 39Q: 3 clusters Score -3830817 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -3830867.500000 Penalty: 3382.162598
	Iteration 40F: 3 clusters Score -3830868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -3830923.000000 Penalty: 3382.162598
	Iteration 41Q: 3 clusters Score -3830923 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3830948.250000 Penalty: 3382.162598
	Iteration 42Q: 3 clusters Score -3830948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -3830982.750000 Penalty: 3382.162598
	Iteration 43Q: 3 clusters Score -3830983 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -3831013.750000 Penalty: 3382.162598
	Iteration 44Q: 3 clusters Score -3831014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -3831049.750000 Penalty: 3382.162598
	Iteration 45Q: 3 clusters Score -3831050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -3831078.000000 Penalty: 3382.162598
	Iteration 46Q: 3 clusters Score -3831078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -3831119.000000 Penalty: 3382.162598
	Iteration 47Q: 3 clusters Score -3831119 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -3831146.750000 Penalty: 3382.162598
	Iteration 48Q: 3 clusters Score -3831147 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -3831174.750000 Penalty: 3382.162598
	Iteration 49Q: 3 clusters Score -3831175 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -3831197.750000 Penalty: 3382.162598
	Iteration 50Q: 3 clusters Score -3831198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -3831221.750000 Penalty: 3382.162598
	Iteration 51Q: 3 clusters Score -3831222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -3831242.250000 Penalty: 3382.162598
	Iteration 52Q: 3 clusters Score -3831242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -3831259.250000 Penalty: 3382.162598
	Iteration 53Q: 3 clusters Score -3831259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -3831273.000000 Penalty: 3382.162598
	Iteration 54Q: 3 clusters Score -3831273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -3831297.000000 Penalty: 3382.162598
	Iteration 55Q: 3 clusters Score -3831297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -3831308.000000 Penalty: 3382.162598
	Iteration 56Q: 3 clusters Score -3831308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -3831323.000000 Penalty: 3382.162598
	Iteration 57Q: 3 clusters Score -3831323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3831330.000000 Penalty: 3382.162598
	Iteration 58Q: 3 clusters Score -3831330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -3831336.250000 Penalty: 3382.162598
	Iteration 59Q: 3 clusters Score -3831336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -3831342.500000 Penalty: 3382.162598
	Iteration 60F: 3 clusters Score -3831342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -3831345.250000 Penalty: 3382.162598
	Iteration 61Q: 3 clusters Score -3831345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -3831355.500000 Penalty: 3382.162598
	Iteration 62Q: 3 clusters Score -3831356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -3831361.000000 Penalty: 3382.162598
	Iteration 63Q: 3 clusters Score -3831361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -3831367.750000 Penalty: 3382.162598
	Iteration 64Q: 3 clusters Score -3831368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -3831365.250000 Penalty: 3382.162598
	Iteration 65Q: 3 clusters Score -3831365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -3831368.750000 Penalty: 3382.162598
	Iteration 66Q: 3 clusters Score -3831369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -3831367.250000 Penalty: 3382.162598
	Iteration 67Q: 3 clusters Score -3831367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -3831369.500000 Penalty: 3382.162598
	Iteration 68Q: 3 clusters Score -3831370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -3831369.250000 Penalty: 3382.162598
	Iteration 69Q: 3 clusters Score -3831369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -3831369.250000 Penalty: 3382.162598
	Iteration 70F: 3 clusters Score -3831369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Entering Unmasked Estep 
Score: -1374369.625000 Penalty: 1518.257202
	Iteration 0F: 2 clusters Score -1374370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1366247.875000 Penalty: 3036.514404
	Iteration 0F: 3 clusters Score -1366248 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1368976.625000 Penalty: 3036.514404
	Iteration 1F: 3 clusters Score -1368977 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1369244.875000 Penalty: 3036.514404
	Iteration 2F: 3 clusters Score -1369245 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1369510.250000 Penalty: 3036.514404
	Iteration 3Q: 3 clusters Score -1369510 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1369817.875000 Penalty: 3036.514404
	Iteration 4F: 3 clusters Score -1369818 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1370189.875000 Penalty: 3036.514404
	Iteration 5F: 3 clusters Score -1370190 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1370688.375000 Penalty: 3036.514404
	Iteration 6F: 3 clusters Score -1370688 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1371320.250000 Penalty: 3036.514404
	Iteration 7F: 3 clusters Score -1371320 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1371993.750000 Penalty: 3036.514404
	Iteration 8F: 3 clusters Score -1371994 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1372504.875000 Penalty: 3036.514404
	Iteration 9Q: 3 clusters Score -1372505 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1372785.500000 Penalty: 3036.514404
	Iteration 10Q: 3 clusters Score -1372786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1372909.500000 Penalty: 3036.514404
	Iteration 11Q: 3 clusters Score -1372910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1372950.375000 Penalty: 3036.514404
	Iteration 12Q: 3 clusters Score -1372950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1372973.500000 Penalty: 3036.514404
	Iteration 13Q: 3 clusters Score -1372974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1373001.625000 Penalty: 3036.514404
	Iteration 14Q: 3 clusters Score -1373002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1373017.250000 Penalty: 3036.514404
	Iteration 15Q: 3 clusters Score -1373017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1373029.125000 Penalty: 3036.514404
	Iteration 16Q: 3 clusters Score -1373029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1373031.250000 Penalty: 3036.514404
	Iteration 17Q: 3 clusters Score -1373031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1373038.125000 Penalty: 3036.514404
	Iteration 18Q: 3 clusters Score -1373038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1373041.625000 Penalty: 3036.514404
	Iteration 19Q: 3 clusters Score -1373042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1373043.625000 Penalty: 3036.514404
	Iteration 20F: 3 clusters Score -1373044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Entering Unmasked Estep 
Score: -1577311.625000 Penalty: 1545.495483
	Iteration 0F: 2 clusters Score -1577312 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 6791 members 
Entering Unmasked Estep 
Score: -1567970.125000 Penalty: 3090.990967
	Iteration 0F: 3 clusters Score -1567970 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1571090.625000 Penalty: 3090.990967
	Iteration 1F: 3 clusters Score -1571091 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1571337.625000 Penalty: 3090.990967
	Iteration 2F: 3 clusters Score -1571338 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1571527.250000 Penalty: 3090.990967
	Iteration 3Q: 3 clusters Score -1571527 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1571722.500000 Penalty: 3090.990967
	Iteration 4Q: 3 clusters Score -1571722 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1571937.875000 Penalty: 3090.990967
	Iteration 5Q: 3 clusters Score -1571938 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1572185.375000 Penalty: 3090.990967
	Iteration 6Q: 3 clusters Score -1572185 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1572441.000000 Penalty: 3090.990967
	Iteration 7Q: 3 clusters Score -1572441 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1572714.250000 Penalty: 3090.990967
	Iteration 8Q: 3 clusters Score -1572714 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1573007.625000 Penalty: 3090.990967
	Iteration 9Q: 3 clusters Score -1573008 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1573269.500000 Penalty: 3090.990967
	Iteration 10Q: 3 clusters Score -1573270 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1573544.625000 Penalty: 3090.990967
	Iteration 11Q: 3 clusters Score -1573545 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1573816.875000 Penalty: 3090.990967
	Iteration 12Q: 3 clusters Score -1573817 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1574079.500000 Penalty: 3090.990967
	Iteration 13Q: 3 clusters Score -1574080 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1574308.500000 Penalty: 3090.990967
	Iteration 14Q: 3 clusters Score -1574308 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1574499.250000 Penalty: 3090.990967
	Iteration 15Q: 3 clusters Score -1574499 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1574673.500000 Penalty: 3090.990967
	Iteration 16Q: 3 clusters Score -1574674 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1574825.125000 Penalty: 3090.990967
	Iteration 17Q: 3 clusters Score -1574825 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1574953.375000 Penalty: 3090.990967
	Iteration 18Q: 3 clusters Score -1574953 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1575083.750000 Penalty: 3090.990967
	Iteration 19Q: 3 clusters Score -1575084 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1575219.750000 Penalty: 3090.990967
	Iteration 20F: 3 clusters Score -1575220 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1575342.125000 Penalty: 3090.990967
	Iteration 21Q: 3 clusters Score -1575342 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1575438.500000 Penalty: 3090.990967
	Iteration 22Q: 3 clusters Score -1575438 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1575526.125000 Penalty: 3090.990967
	Iteration 23Q: 3 clusters Score -1575526 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1575599.500000 Penalty: 3090.990967
	Iteration 24Q: 3 clusters Score -1575600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1575662.375000 Penalty: 3090.990967
	Iteration 25Q: 3 clusters Score -1575662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1575711.125000 Penalty: 3090.990967
	Iteration 26Q: 3 clusters Score -1575711 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1575758.750000 Penalty: 3090.990967
	Iteration 27Q: 3 clusters Score -1575759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1575788.500000 Penalty: 3090.990967
	Iteration 28Q: 3 clusters Score -1575788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1575810.625000 Penalty: 3090.990967
	Iteration 29Q: 3 clusters Score -1575811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1575829.500000 Penalty: 3090.990967
	Iteration 30Q: 3 clusters Score -1575830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1575850.500000 Penalty: 3090.990967
	Iteration 31Q: 3 clusters Score -1575850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1575866.625000 Penalty: 3090.990967
	Iteration 32Q: 3 clusters Score -1575867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1575887.125000 Penalty: 3090.990967
	Iteration 33Q: 3 clusters Score -1575887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1575892.875000 Penalty: 3090.990967
	Iteration 34Q: 3 clusters Score -1575893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1575904.375000 Penalty: 3090.990967
	Iteration 35Q: 3 clusters Score -1575904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1575916.875000 Penalty: 3090.990967
	Iteration 36Q: 3 clusters Score -1575917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1575922.875000 Penalty: 3090.990967
	Iteration 37Q: 3 clusters Score -1575923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1575925.750000 Penalty: 3090.990967
	Iteration 38Q: 3 clusters Score -1575926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1575931.500000 Penalty: 3090.990967
	Iteration 39Q: 3 clusters Score -1575932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1575938.250000 Penalty: 3090.990967
	Iteration 40F: 3 clusters Score -1575938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1575942.125000 Penalty: 3090.990967
	Iteration 41Q: 3 clusters Score -1575942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1575946.250000 Penalty: 3090.990967
	Iteration 42Q: 3 clusters Score -1575946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1575950.000000 Penalty: 3090.990967
	Iteration 43Q: 3 clusters Score -1575950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1575957.250000 Penalty: 3090.990967
	Iteration 44Q: 3 clusters Score -1575957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1575964.250000 Penalty: 3090.990967
	Iteration 45Q: 3 clusters Score -1575964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1575970.750000 Penalty: 3090.990967
	Iteration 46Q: 3 clusters Score -1575971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1575974.375000 Penalty: 3090.990967
	Iteration 47Q: 3 clusters Score -1575974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1575975.500000 Penalty: 3090.990967
	Iteration 48Q: 3 clusters Score -1575976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1575977.375000 Penalty: 3090.990967
	Iteration 49Q: 3 clusters Score -1575977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1575977.250000 Penalty: 3090.990967
	Iteration 50Q: 3 clusters Score -1575977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1575977.875000 Penalty: 3090.990967
	Iteration 51Q: 3 clusters Score -1575978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1575978.750000 Penalty: 3090.990967
	Iteration 52Q: 3 clusters Score -1575979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1575978.750000 Penalty: 3090.990967
	Iteration 53F: 3 clusters Score -1575979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -43539.546875 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -43539.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42583.402344 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -42583.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42734.722656 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -42734.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42783.292969 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -42783.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42812.281250 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -42812.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42841.589844 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -42841.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42857.144531 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -42857.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42860.859375 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -42860.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -42866.332031 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -42866.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -42872.402344 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -42872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -42880.585938 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -42880.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42888.921875 Penalty: 1974.487427
	Iteration 10Q: 3 clusters Score -42888.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42909.914062 Penalty: 1974.487427
	Iteration 11Q: 3 clusters Score -42909.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -42942.445312 Penalty: 1974.487427
	Iteration 12Q: 3 clusters Score -42942.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -42952.886719 Penalty: 1974.487427
	Iteration 13Q: 3 clusters Score -42952.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -42957.359375 Penalty: 1974.487427
	Iteration 14Q: 3 clusters Score -42957.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -42960.984375 Penalty: 1974.487427
	Iteration 15Q: 3 clusters Score -42960.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42962.046875 Penalty: 1974.487427
	Iteration 16Q: 3 clusters Score -42962.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42962.046875 Penalty: 1974.487427
	Iteration 17F: 3 clusters Score -42962.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Entering Unmasked Estep 
Score: -1893740.500000 Penalty: 1576.293701
	Iteration 0F: 2 clusters Score -1893740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1882513.750000 Penalty: 3152.587402
	Iteration 0F: 3 clusters Score -1882514 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1886471.250000 Penalty: 3152.587402
	Iteration 1F: 3 clusters Score -1886471 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1886776.000000 Penalty: 3152.587402
	Iteration 2F: 3 clusters Score -1886776 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1887070.875000 Penalty: 3152.587402
	Iteration 3Q: 3 clusters Score -1887071 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1887356.875000 Penalty: 3152.587402
	Iteration 4Q: 3 clusters Score -1887357 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1887606.000000 Penalty: 3152.587402
	Iteration 5Q: 3 clusters Score -1887606 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1887899.625000 Penalty: 3152.587402
	Iteration 6Q: 3 clusters Score -1887900 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1888243.375000 Penalty: 3152.587402
	Iteration 7Q: 3 clusters Score -1888243 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1888694.250000 Penalty: 3152.587402
	Iteration 8Q: 3 clusters Score -1888694 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1889311.500000 Penalty: 3152.587402
	Iteration 9F: 3 clusters Score -1889312 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1890015.625000 Penalty: 3152.587402
	Iteration 10F: 3 clusters Score -1890016 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1890634.625000 Penalty: 3152.587402
	Iteration 11F: 3 clusters Score -1890635 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1891096.500000 Penalty: 3152.587402
	Iteration 12Q: 3 clusters Score -1891096 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1891359.875000 Penalty: 3152.587402
	Iteration 13Q: 3 clusters Score -1891360 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1891534.125000 Penalty: 3152.587402
	Iteration 14Q: 3 clusters Score -1891534 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1891641.625000 Penalty: 3152.587402
	Iteration 15Q: 3 clusters Score -1891642 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1891735.125000 Penalty: 3152.587402
	Iteration 16Q: 3 clusters Score -1891735 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1891804.875000 Penalty: 3152.587402
	Iteration 17Q: 3 clusters Score -1891805 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1891853.875000 Penalty: 3152.587402
	Iteration 18Q: 3 clusters Score -1891854 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1891899.125000 Penalty: 3152.587402
	Iteration 19Q: 3 clusters Score -1891899 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1891924.875000 Penalty: 3152.587402
	Iteration 20F: 3 clusters Score -1891925 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1891948.625000 Penalty: 3152.587402
	Iteration 21Q: 3 clusters Score -1891949 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1891972.625000 Penalty: 3152.587402
	Iteration 22Q: 3 clusters Score -1891973 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1891988.250000 Penalty: 3152.587402
	Iteration 23Q: 3 clusters Score -1891988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1892001.250000 Penalty: 3152.587402
	Iteration 24Q: 3 clusters Score -1892001 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1892012.750000 Penalty: 3152.587402
	Iteration 25Q: 3 clusters Score -1892013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1892019.375000 Penalty: 3152.587402
	Iteration 26Q: 3 clusters Score -1892019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1892023.000000 Penalty: 3152.587402
	Iteration 27Q: 3 clusters Score -1892023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1892031.750000 Penalty: 3152.587402
	Iteration 28Q: 3 clusters Score -1892032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1892039.000000 Penalty: 3152.587402
	Iteration 29Q: 3 clusters Score -1892039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1892036.875000 Penalty: 3152.587402
	Iteration 30Q: 3 clusters Score -1892037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1892039.125000 Penalty: 3152.587402
	Iteration 31Q: 3 clusters Score -1892039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1892040.875000 Penalty: 3152.587402
	Iteration 32Q: 3 clusters Score -1892041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1892040.250000 Penalty: 3152.587402
	Iteration 33Q: 3 clusters Score -1892040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1892046.125000 Penalty: 3152.587402
	Iteration 34Q: 3 clusters Score -1892046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1892047.750000 Penalty: 3152.587402
	Iteration 35Q: 3 clusters Score -1892048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1892050.625000 Penalty: 3152.587402
	Iteration 36Q: 3 clusters Score -1892051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1892049.625000 Penalty: 3152.587402
	Iteration 37Q: 3 clusters Score -1892050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1892055.875000 Penalty: 3152.587402
	Iteration 38Q: 3 clusters Score -1892056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1892054.000000 Penalty: 3152.587402
	Iteration 39Q: 3 clusters Score -1892054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1892058.625000 Penalty: 3152.587402
	Iteration 40F: 3 clusters Score -1892059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1892056.625000 Penalty: 3152.587402
	Iteration 41Q: 3 clusters Score -1892057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1892058.375000 Penalty: 3152.587402
	Iteration 42Q: 3 clusters Score -1892058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1892060.875000 Penalty: 3152.587402
	Iteration 43Q: 3 clusters Score -1892061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1892058.250000 Penalty: 3152.587402
	Iteration 44Q: 3 clusters Score -1892058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1892058.000000 Penalty: 3152.587402
	Iteration 45Q: 3 clusters Score -1892058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1892059.375000 Penalty: 3152.587402
	Iteration 46Q: 3 clusters Score -1892059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1892060.625000 Penalty: 3152.587402
	Iteration 47Q: 3 clusters Score -1892061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1892059.875000 Penalty: 3152.587402
	Iteration 48Q: 3 clusters Score -1892060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1892058.625000 Penalty: 3152.587402
	Iteration 49Q: 3 clusters Score -1892059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1892061.875000 Penalty: 3152.587402
	Iteration 50Q: 3 clusters Score -1892062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1892062.500000 Penalty: 3152.587402
	Iteration 51Q: 3 clusters Score -1892062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1892065.500000 Penalty: 3152.587402
	Iteration 52Q: 3 clusters Score -1892066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1892064.125000 Penalty: 3152.587402
	Iteration 53Q: 3 clusters Score -1892064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1892066.750000 Penalty: 3152.587402
	Iteration 54Q: 3 clusters Score -1892067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1892067.750000 Penalty: 3152.587402
	Iteration 55Q: 3 clusters Score -1892068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1892066.500000 Penalty: 3152.587402
	Iteration 56Q: 3 clusters Score -1892066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1892070.625000 Penalty: 3152.587402
	Iteration 57Q: 3 clusters Score -1892071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1892070.625000 Penalty: 3152.587402
	Iteration 58Q: 3 clusters Score -1892071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1892075.875000 Penalty: 3152.587402
	Iteration 59Q: 3 clusters Score -1892076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1892068.500000 Penalty: 3152.587402
	Iteration 60F: 3 clusters Score -1892068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1892072.875000 Penalty: 3152.587402
	Iteration 61Q: 3 clusters Score -1892073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1892074.375000 Penalty: 3152.587402
	Iteration 62Q: 3 clusters Score -1892074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1892075.875000 Penalty: 3152.587402
	Iteration 63Q: 3 clusters Score -1892076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1892075.125000 Penalty: 3152.587402
	Iteration 64Q: 3 clusters Score -1892075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1892071.375000 Penalty: 3152.587402
	Iteration 65Q: 3 clusters Score -1892071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1892073.375000 Penalty: 3152.587402
	Iteration 66Q: 3 clusters Score -1892073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1892074.250000 Penalty: 3152.587402
	Iteration 67Q: 3 clusters Score -1892074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1892077.125000 Penalty: 3152.587402
	Iteration 68Q: 3 clusters Score -1892077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1892079.000000 Penalty: 3152.587402
	Iteration 69Q: 3 clusters Score -1892079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1892077.250000 Penalty: 3152.587402
	Iteration 70Q: 3 clusters Score -1892077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1892080.125000 Penalty: 3152.587402
	Iteration 71Q: 3 clusters Score -1892080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1892077.375000 Penalty: 3152.587402
	Iteration 72Q: 3 clusters Score -1892077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1892079.000000 Penalty: 3152.587402
	Iteration 73Q: 3 clusters Score -1892079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1892078.500000 Penalty: 3152.587402
	Iteration 74Q: 3 clusters Score -1892078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1892076.000000 Penalty: 3152.587402
	Iteration 75Q: 3 clusters Score -1892076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1892076.000000 Penalty: 3152.587402
	Iteration 76F: 3 clusters Score -1892076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (84466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Entering Unmasked Estep 
Score: -9890378.000000 Penalty: 1843.416992
	Iteration 0F: 2 clusters Score -9890378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -9834643.000000 Penalty: 3686.833984
	Iteration 0F: 3 clusters Score -9834643 nChanged 40265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -9858054.000000 Penalty: 3686.833984
	Iteration 1F: 3 clusters Score -9858054 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -9858922.000000 Penalty: 3686.833984
	Iteration 2Q: 3 clusters Score -9858922 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -9860020.000000 Penalty: 3686.833984
	Iteration 3Q: 3 clusters Score -9860020 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -9861856.000000 Penalty: 3686.833984
	Iteration 4Q: 3 clusters Score -9861856 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -9864776.000000 Penalty: 3686.833984
	Iteration 5F: 3 clusters Score -9864776 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -9869303.000000 Penalty: 3686.833984
	Iteration 6F: 3 clusters Score -9869303 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -9875132.000000 Penalty: 3686.833984
	Iteration 7F: 3 clusters Score -9875132 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -9880079.000000 Penalty: 3686.833984
	Iteration 8F: 3 clusters Score -9880079 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -9882619.000000 Penalty: 3686.833984
	Iteration 9Q: 3 clusters Score -9882619 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -9883894.000000 Penalty: 3686.833984
	Iteration 10Q: 3 clusters Score -9883894 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -9884701.000000 Penalty: 3686.833984
	Iteration 11Q: 3 clusters Score -9884701 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -9885320.000000 Penalty: 3686.833984
	Iteration 12Q: 3 clusters Score -9885320 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -9885767.000000 Penalty: 3686.833984
	Iteration 13Q: 3 clusters Score -9885767 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -9886128.000000 Penalty: 3686.833984
	Iteration 14Q: 3 clusters Score -9886128 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -9886423.000000 Penalty: 3686.833984
	Iteration 15Q: 3 clusters Score -9886423 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -9886625.000000 Penalty: 3686.833984
	Iteration 16Q: 3 clusters Score -9886625 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -9886788.000000 Penalty: 3686.833984
	Iteration 17Q: 3 clusters Score -9886788 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -9886858.000000 Penalty: 3686.833984
	Iteration 18Q: 3 clusters Score -9886858 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -9887006.000000 Penalty: 3686.833984
	Iteration 19Q: 3 clusters Score -9887006 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -9887095.000000 Penalty: 3686.833984
	Iteration 20F: 3 clusters Score -9887095 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -9887176.000000 Penalty: 3686.833984
	Iteration 21Q: 3 clusters Score -9887176 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -9887249.000000 Penalty: 3686.833984
	Iteration 22Q: 3 clusters Score -9887249 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -9887308.000000 Penalty: 3686.833984
	Iteration 23Q: 3 clusters Score -9887308 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -9887365.000000 Penalty: 3686.833984
	Iteration 24Q: 3 clusters Score -9887365 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -9887396.000000 Penalty: 3686.833984
	Iteration 25Q: 3 clusters Score -9887396 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -9887458.000000 Penalty: 3686.833984
	Iteration 26Q: 3 clusters Score -9887458 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -9887514.000000 Penalty: 3686.833984
	Iteration 27Q: 3 clusters Score -9887514 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -9887555.000000 Penalty: 3686.833984
	Iteration 28Q: 3 clusters Score -9887555 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -9887587.000000 Penalty: 3686.833984
	Iteration 29Q: 3 clusters Score -9887587 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -9887670.000000 Penalty: 3686.833984
	Iteration 30Q: 3 clusters Score -9887670 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -9887759.000000 Penalty: 3686.833984
	Iteration 31Q: 3 clusters Score -9887759 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -9887856.000000 Penalty: 3686.833984
	Iteration 32Q: 3 clusters Score -9887856 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -9887878.000000 Penalty: 3686.833984
	Iteration 33Q: 3 clusters Score -9887878 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -9887935.000000 Penalty: 3686.833984
	Iteration 34Q: 3 clusters Score -9887935 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -9887998.000000 Penalty: 3686.833984
	Iteration 35Q: 3 clusters Score -9887998 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -9888014.000000 Penalty: 3686.833984
	Iteration 36Q: 3 clusters Score -9888014 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73909 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -9888083.000000 Penalty: 3686.833984
	Iteration 37Q: 3 clusters Score -9888083 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -9888129.000000 Penalty: 3686.833984
	Iteration 38Q: 3 clusters Score -9888129 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -9888180.000000 Penalty: 3686.833984
	Iteration 39Q: 3 clusters Score -9888180 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -9888226.000000 Penalty: 3686.833984
	Iteration 40F: 3 clusters Score -9888226 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -9888287.000000 Penalty: 3686.833984
	Iteration 41Q: 3 clusters Score -9888287 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -9888359.000000 Penalty: 3686.833984
	Iteration 42Q: 3 clusters Score -9888359 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -9888423.000000 Penalty: 3686.833984
	Iteration 43Q: 3 clusters Score -9888423 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -9888466.000000 Penalty: 3686.833984
	Iteration 44Q: 3 clusters Score -9888466 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -9888532.000000 Penalty: 3686.833984
	Iteration 45Q: 3 clusters Score -9888532 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -9888550.000000 Penalty: 3686.833984
	Iteration 46Q: 3 clusters Score -9888550 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -9888594.000000 Penalty: 3686.833984
	Iteration 47Q: 3 clusters Score -9888594 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -9888631.000000 Penalty: 3686.833984
	Iteration 48Q: 3 clusters Score -9888631 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77345 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -9888687.000000 Penalty: 3686.833984
	Iteration 49Q: 3 clusters Score -9888687 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -9888735.000000 Penalty: 3686.833984
	Iteration 50Q: 3 clusters Score -9888735 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -9888770.000000 Penalty: 3686.833984
	Iteration 51Q: 3 clusters Score -9888770 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -9888782.000000 Penalty: 3686.833984
	Iteration 52Q: 3 clusters Score -9888782 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -9888820.000000 Penalty: 3686.833984
	Iteration 53Q: 3 clusters Score -9888820 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -9888858.000000 Penalty: 3686.833984
	Iteration 54Q: 3 clusters Score -9888858 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -9888857.000000 Penalty: 3686.833984
	Iteration 55Q: 3 clusters Score -9888857 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -9888875.000000 Penalty: 3686.833984
	Iteration 56Q: 3 clusters Score -9888875 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -9888925.000000 Penalty: 3686.833984
	Iteration 57Q: 3 clusters Score -9888925 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -9888922.000000 Penalty: 3686.833984
	Iteration 58Q: 3 clusters Score -9888922 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79141 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -9888956.000000 Penalty: 3686.833984
	Iteration 59Q: 3 clusters Score -9888956 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -9888959.000000 Penalty: 3686.833984
	Iteration 60F: 3 clusters Score -9888959 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -9888970.000000 Penalty: 3686.833984
	Iteration 61Q: 3 clusters Score -9888970 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -9888987.000000 Penalty: 3686.833984
	Iteration 62Q: 3 clusters Score -9888987 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -9888994.000000 Penalty: 3686.833984
	Iteration 63Q: 3 clusters Score -9888994 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79700 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -9889025.000000 Penalty: 3686.833984
	Iteration 64Q: 3 clusters Score -9889025 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -9889014.000000 Penalty: 3686.833984
	Iteration 65Q: 3 clusters Score -9889014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -9889022.000000 Penalty: 3686.833984
	Iteration 66Q: 3 clusters Score -9889022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -9889040.000000 Penalty: 3686.833984
	Iteration 67Q: 3 clusters Score -9889040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -9889071.000000 Penalty: 3686.833984
	Iteration 68Q: 3 clusters Score -9889071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -9889088.000000 Penalty: 3686.833984
	Iteration 69Q: 3 clusters Score -9889088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -9889082.000000 Penalty: 3686.833984
	Iteration 70Q: 3 clusters Score -9889082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -9889072.000000 Penalty: 3686.833984
	Iteration 71Q: 3 clusters Score -9889072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -9889079.000000 Penalty: 3686.833984
	Iteration 72Q: 3 clusters Score -9889079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -9889123.000000 Penalty: 3686.833984
	Iteration 73Q: 3 clusters Score -9889123 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -9889114.000000 Penalty: 3686.833984
	Iteration 74Q: 3 clusters Score -9889114 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -9889115.000000 Penalty: 3686.833984
	Iteration 75Q: 3 clusters Score -9889115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -9889125.000000 Penalty: 3686.833984
	Iteration 76Q: 3 clusters Score -9889125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -9889134.000000 Penalty: 3686.833984
	Iteration 77Q: 3 clusters Score -9889134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -9889146.000000 Penalty: 3686.833984
	Iteration 78Q: 3 clusters Score -9889146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -9889166.000000 Penalty: 3686.833984
	Iteration 79Q: 3 clusters Score -9889166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -9889156.000000 Penalty: 3686.833984
	Iteration 80F: 3 clusters Score -9889156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -9889172.000000 Penalty: 3686.833984
	Iteration 81Q: 3 clusters Score -9889172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9889179.000000 Penalty: 3686.833984
	Iteration 82Q: 3 clusters Score -9889179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9889189.000000 Penalty: 3686.833984
	Iteration 83Q: 3 clusters Score -9889189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -9889198.000000 Penalty: 3686.833984
	Iteration 84Q: 3 clusters Score -9889198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -9889180.000000 Penalty: 3686.833984
	Iteration 85Q: 3 clusters Score -9889180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9889170.000000 Penalty: 3686.833984
	Iteration 86Q: 3 clusters Score -9889170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -9889176.000000 Penalty: 3686.833984
	Iteration 87Q: 3 clusters Score -9889176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -9889171.000000 Penalty: 3686.833984
	Iteration 88Q: 3 clusters Score -9889171 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -9889197.000000 Penalty: 3686.833984
	Iteration 89Q: 3 clusters Score -9889197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -9889203.000000 Penalty: 3686.833984
	Iteration 90Q: 3 clusters Score -9889203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -9889214.000000 Penalty: 3686.833984
	Iteration 91Q: 3 clusters Score -9889214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9889225.000000 Penalty: 3686.833984
	Iteration 92Q: 3 clusters Score -9889225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -9889231.000000 Penalty: 3686.833984
	Iteration 93Q: 3 clusters Score -9889231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -9889238.000000 Penalty: 3686.833984
	Iteration 94Q: 3 clusters Score -9889238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -9889228.000000 Penalty: 3686.833984
	Iteration 95Q: 3 clusters Score -9889228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9889222.000000 Penalty: 3686.833984
	Iteration 96Q: 3 clusters Score -9889222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -9889231.000000 Penalty: 3686.833984
	Iteration 97Q: 3 clusters Score -9889231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81493 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -9889242.000000 Penalty: 3686.833984
	Iteration 98Q: 3 clusters Score -9889242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -9889262.000000 Penalty: 3686.833984
	Iteration 99Q: 3 clusters Score -9889262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -9889242.000000 Penalty: 3686.833984
	Iteration 100F: 3 clusters Score -9889242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -9889246.000000 Penalty: 3686.833984
	Iteration 101Q: 3 clusters Score -9889246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -9889243.000000 Penalty: 3686.833984
	Iteration 102Q: 3 clusters Score -9889243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -9889250.000000 Penalty: 3686.833984
	Iteration 103Q: 3 clusters Score -9889250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -9889263.000000 Penalty: 3686.833984
	Iteration 104Q: 3 clusters Score -9889263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -9889272.000000 Penalty: 3686.833984
	Iteration 105Q: 3 clusters Score -9889272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -9889257.000000 Penalty: 3686.833984
	Iteration 106Q: 3 clusters Score -9889257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -9889267.000000 Penalty: 3686.833984
	Iteration 107Q: 3 clusters Score -9889267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81691 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -9889257.000000 Penalty: 3686.833984
	Iteration 108Q: 3 clusters Score -9889257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81707 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -9889256.000000 Penalty: 3686.833984
	Iteration 109Q: 3 clusters Score -9889256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -9889262.000000 Penalty: 3686.833984
	Iteration 110Q: 3 clusters Score -9889262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81738 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -9889258.000000 Penalty: 3686.833984
	Iteration 111Q: 3 clusters Score -9889258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -9889269.000000 Penalty: 3686.833984
	Iteration 112Q: 3 clusters Score -9889269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9889269.000000 Penalty: 3686.833984
	Iteration 113Q: 3 clusters Score -9889269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -9889276.000000 Penalty: 3686.833984
	Iteration 114Q: 3 clusters Score -9889276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81802 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -9889289.000000 Penalty: 3686.833984
	Iteration 115Q: 3 clusters Score -9889289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9889295.000000 Penalty: 3686.833984
	Iteration 116Q: 3 clusters Score -9889295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -9889284.000000 Penalty: 3686.833984
	Iteration 117Q: 3 clusters Score -9889284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -9889267.000000 Penalty: 3686.833984
	Iteration 118Q: 3 clusters Score -9889267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9889269.000000 Penalty: 3686.833984
	Iteration 119Q: 3 clusters Score -9889269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -9889268.000000 Penalty: 3686.833984
	Iteration 120F: 3 clusters Score -9889268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -9889276.000000 Penalty: 3686.833984
	Iteration 121Q: 3 clusters Score -9889276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81869 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -9889276.000000 Penalty: 3686.833984
	Iteration 122Q: 3 clusters Score -9889276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9889272.000000 Penalty: 3686.833984
	Iteration 123Q: 3 clusters Score -9889272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9889279.000000 Penalty: 3686.833984
	Iteration 124Q: 3 clusters Score -9889279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81880 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -9889271.000000 Penalty: 3686.833984
	Iteration 125Q: 3 clusters Score -9889271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9889274.000000 Penalty: 3686.833984
	Iteration 126Q: 3 clusters Score -9889274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81904 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9889278.000000 Penalty: 3686.833984
	Iteration 127Q: 3 clusters Score -9889278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -9889275.000000 Penalty: 3686.833984
	Iteration 128Q: 3 clusters Score -9889275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9889279.000000 Penalty: 3686.833984
	Iteration 129Q: 3 clusters Score -9889279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9889276.000000 Penalty: 3686.833984
	Iteration 130Q: 3 clusters Score -9889276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9889272.000000 Penalty: 3686.833984
	Iteration 131Q: 3 clusters Score -9889272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -9889277.000000 Penalty: 3686.833984
	Iteration 132Q: 3 clusters Score -9889277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9889273.000000 Penalty: 3686.833984
	Iteration 133Q: 3 clusters Score -9889273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9889273.000000 Penalty: 3686.833984
	Iteration 134Q: 3 clusters Score -9889273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9889280.000000 Penalty: 3686.833984
	Iteration 135Q: 3 clusters Score -9889280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9889289.000000 Penalty: 3686.833984
	Iteration 136Q: 3 clusters Score -9889289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82007 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9889287.000000 Penalty: 3686.833984
	Iteration 137Q: 3 clusters Score -9889287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9889300.000000 Penalty: 3686.833984
	Iteration 138Q: 3 clusters Score -9889300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -9889291.000000 Penalty: 3686.833984
	Iteration 139Q: 3 clusters Score -9889291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9889291.000000 Penalty: 3686.833984
	Iteration 140F: 3 clusters Score -9889291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82032 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9889282.000000 Penalty: 3686.833984
	Iteration 141Q: 3 clusters Score -9889282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -9889285.000000 Penalty: 3686.833984
	Iteration 142Q: 3 clusters Score -9889285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -9889287.000000 Penalty: 3686.833984
	Iteration 143Q: 3 clusters Score -9889287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -9889287.000000 Penalty: 3686.833984
	Iteration 144F: 3 clusters Score -9889287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (138545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138545 members 
Entering Unmasked Estep 
Score: -15920111.000000 Penalty: 1923.829346
	Iteration 0F: 2 clusters Score -1.592011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -15835111.000000 Penalty: 3847.658691
	Iteration 0F: 3 clusters Score -1.583511e+07 nChanged 66430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -15874965.000000 Penalty: 3847.658691
	Iteration 1F: 3 clusters Score -1.587496e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78056 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -15876481.000000 Penalty: 3847.658691
	Iteration 2Q: 3 clusters Score -1.587648e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -15878796.000000 Penalty: 3847.658691
	Iteration 3Q: 3 clusters Score -1.58788e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -15882608.000000 Penalty: 3847.658691
	Iteration 4F: 3 clusters Score -1.588261e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -15888746.000000 Penalty: 3847.658691
	Iteration 5F: 3 clusters Score -1.588875e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109426 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -15896942.000000 Penalty: 3847.658691
	Iteration 6F: 3 clusters Score -1.589694e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120383 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -15905275.000000 Penalty: 3847.658691
	Iteration 7F: 3 clusters Score -1.590528e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129147 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -15911792.000000 Penalty: 3847.658691
	Iteration 8F: 3 clusters Score -1.591179e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134651 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -15915689.000000 Penalty: 3847.658691
	Iteration 9Q: 3 clusters Score -1.591569e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137153 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -15917458.000000 Penalty: 3847.658691
	Iteration 10Q: 3 clusters Score -1.591746e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137962 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -15918068.000000 Penalty: 3847.658691
	Iteration 11Q: 3 clusters Score -1.591807e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138202 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -15918267.000000 Penalty: 3847.658691
	Iteration 12Q: 3 clusters Score -1.591827e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15918343.000000 Penalty: 3847.658691
	Iteration 13Q: 3 clusters Score -1.591834e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138291 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15918400.000000 Penalty: 3847.658691
	Iteration 14Q: 3 clusters Score -1.59184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15918413.000000 Penalty: 3847.658691
	Iteration 15Q: 3 clusters Score -1.591841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15918424.000000 Penalty: 3847.658691
	Iteration 16Q: 3 clusters Score -1.591842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15918435.000000 Penalty: 3847.658691
	Iteration 17Q: 3 clusters Score -1.591844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138295 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15918438.000000 Penalty: 3847.658691
	Iteration 18Q: 3 clusters Score -1.591844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15918432.000000 Penalty: 3847.658691
	Iteration 19Q: 3 clusters Score -1.591843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138293 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15918424.000000 Penalty: 3847.658691
	Iteration 20F: 3 clusters Score -1.591842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Entering Unmasked Estep 
Score: -591257.937500 Penalty: 1396.730469
	Iteration 0F: 2 clusters Score -591257.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -587046.500000 Penalty: 2793.460938
	Iteration 0F: 3 clusters Score -587046.5 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -588319.562500 Penalty: 2793.460938
	Iteration 1F: 3 clusters Score -588319.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -588601.125000 Penalty: 2793.460938
	Iteration 2F: 3 clusters Score -588601.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -588815.687500 Penalty: 2793.460938
	Iteration 3F: 3 clusters Score -588815.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -589035.812500 Penalty: 2793.460938
	Iteration 4F: 3 clusters Score -589035.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -589251.062500 Penalty: 2793.460938
	Iteration 5F: 3 clusters Score -589251.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -589446.875000 Penalty: 2793.460938
	Iteration 6Q: 3 clusters Score -589446.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -589612.562500 Penalty: 2793.460938
	Iteration 7Q: 3 clusters Score -589612.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -589751.750000 Penalty: 2793.460938
	Iteration 8Q: 3 clusters Score -589751.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -589850.750000 Penalty: 2793.460938
	Iteration 9Q: 3 clusters Score -589850.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -589944.187500 Penalty: 2793.460938
	Iteration 10Q: 3 clusters Score -589944.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -590031.062500 Penalty: 2793.460938
	Iteration 11Q: 3 clusters Score -590031.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -590112.625000 Penalty: 2793.460938
	Iteration 12Q: 3 clusters Score -590112.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -590175.812500 Penalty: 2793.460938
	Iteration 13Q: 3 clusters Score -590175.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -590235.000000 Penalty: 2793.460938
	Iteration 14Q: 3 clusters Score -590235 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -590273.500000 Penalty: 2793.460938
	Iteration 15Q: 3 clusters Score -590273.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -590306.750000 Penalty: 2793.460938
	Iteration 16Q: 3 clusters Score -590306.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -590327.312500 Penalty: 2793.460938
	Iteration 17Q: 3 clusters Score -590327.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -590340.312500 Penalty: 2793.460938
	Iteration 18Q: 3 clusters Score -590340.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -590347.750000 Penalty: 2793.460938
	Iteration 19Q: 3 clusters Score -590347.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -590355.875000 Penalty: 2793.460938
	Iteration 20F: 3 clusters Score -590355.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -590360.000000 Penalty: 2793.460938
	Iteration 21Q: 3 clusters Score -590360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -590364.375000 Penalty: 2793.460938
	Iteration 22Q: 3 clusters Score -590364.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -590368.812500 Penalty: 2793.460938
	Iteration 23Q: 3 clusters Score -590368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -590372.250000 Penalty: 2793.460938
	Iteration 24Q: 3 clusters Score -590372.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -590376.250000 Penalty: 2793.460938
	Iteration 25Q: 3 clusters Score -590376.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -590378.500000 Penalty: 2793.460938
	Iteration 26Q: 3 clusters Score -590378.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -590383.437500 Penalty: 2793.460938
	Iteration 27Q: 3 clusters Score -590383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -590385.625000 Penalty: 2793.460938
	Iteration 28Q: 3 clusters Score -590385.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -590389.375000 Penalty: 2793.460938
	Iteration 29Q: 3 clusters Score -590389.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -590391.312500 Penalty: 2793.460938
	Iteration 30Q: 3 clusters Score -590391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -590392.437500 Penalty: 2793.460938
	Iteration 31Q: 3 clusters Score -590392.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -590392.437500 Penalty: 2793.460938
	Iteration 32F: 3 clusters Score -590392.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -102524.039062 Penalty: 1104.665283
	Iteration 0F: 2 clusters Score -102524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101136.914062 Penalty: 2209.330566
	Iteration 0F: 3 clusters Score -101136.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101397.195312 Penalty: 2209.330566
	Iteration 1F: 3 clusters Score -101397.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101468.062500 Penalty: 2209.330566
	Iteration 2F: 3 clusters Score -101468.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -101504.117188 Penalty: 2209.330566
	Iteration 3Q: 3 clusters Score -101504.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101528.031250 Penalty: 2209.330566
	Iteration 4Q: 3 clusters Score -101528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101549.250000 Penalty: 2209.330566
	Iteration 5Q: 3 clusters Score -101549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101558.265625 Penalty: 2209.330566
	Iteration 6Q: 3 clusters Score -101558.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101561.546875 Penalty: 2209.330566
	Iteration 7Q: 3 clusters Score -101561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101564.945312 Penalty: 2209.330566
	Iteration 8Q: 3 clusters Score -101564.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101567.390625 Penalty: 2209.330566
	Iteration 9Q: 3 clusters Score -101567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101567.390625 Penalty: 2209.330566
	Iteration 10F: 3 clusters Score -101567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 88773 members 
Mstep: Class 3 contains 67067 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 28142 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 110783 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 14 contains 97897 members 
Mstep: Class 15 contains 26782 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33079 members 
Mstep: Class 18 contains 11420 members 
Mstep: Class 19 contains 13504 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16322 members 
Mstep: Class 22 contains 84466 members 
Mstep: Class 23 contains 138545 members 
Mstep: Class 24 contains 5406 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207200.000000 Penalty: 55007.320312
Iteration 199Q: 26 clusters Score -8.62072e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 88689 members 
Mstep: Class 3 contains 67051 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 28142 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 110784 members 
Mstep: Class 13 contains 3778 members 
Mstep: Class 14 contains 97953 members 
Mstep: Class 15 contains 26769 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33097 members 
Mstep: Class 18 contains 11436 members 
Mstep: Class 19 contains 13510 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16316 members 
Mstep: Class 22 contains 84519 members 
Mstep: Class 23 contains 138522 members 
Mstep: Class 24 contains 5404 members 
Mstep: Class 25 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207080.000000 Penalty: 55007.320312
Iteration 200F: 26 clusters Score -8.620708e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 88614 members 
Mstep: Class 3 contains 67037 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 2934 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 28145 members 
Mstep: Class 10 contains 4961 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 110798 members 
Mstep: Class 13 contains 3778 members 
Mstep: Class 14 contains 97993 members 
Mstep: Class 15 contains 26753 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33103 members 
Mstep: Class 18 contains 11459 members 
Mstep: Class 19 contains 13510 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16314 members 
Mstep: Class 22 contains 84569 members 
Mstep: Class 23 contains 138494 members 
Mstep: Class 24 contains 5402 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206976.000000 Penalty: 55007.320312
Iteration 201Q: 26 clusters Score -8.620698e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 88535 members 
Mstep: Class 3 contains 67020 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3715 members 
Mstep: Class 9 contains 28146 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 110815 members 
Mstep: Class 13 contains 3774 members 
Mstep: Class 14 contains 98025 members 
Mstep: Class 15 contains 26742 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33114 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 13505 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16308 members 
Mstep: Class 22 contains 84608 members 
Mstep: Class 23 contains 138477 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207008.000000 Penalty: 55007.320312
Iteration 202Q: 26 clusters Score -8.620701e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 88476 members 
Mstep: Class 3 contains 67001 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3716 members 
Mstep: Class 9 contains 28150 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 110852 members 
Mstep: Class 13 contains 3772 members 
Mstep: Class 14 contains 98044 members 
Mstep: Class 15 contains 26728 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33128 members 
Mstep: Class 18 contains 11518 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16311 members 
Mstep: Class 22 contains 84631 members 
Mstep: Class 23 contains 138436 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207024.000000 Penalty: 55007.320312
Iteration 203Q: 26 clusters Score -8.620702e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 88429 members 
Mstep: Class 3 contains 66971 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3713 members 
Mstep: Class 9 contains 28151 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 110901 members 
Mstep: Class 13 contains 3770 members 
Mstep: Class 14 contains 98050 members 
Mstep: Class 15 contains 26714 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33133 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 13518 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16312 members 
Mstep: Class 22 contains 84656 members 
Mstep: Class 23 contains 138419 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206944.000000 Penalty: 55007.320312
Iteration 204Q: 26 clusters Score -8.620694e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 88377 members 
Mstep: Class 3 contains 66926 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 28155 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 110932 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 98096 members 
Mstep: Class 15 contains 26701 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33136 members 
Mstep: Class 18 contains 11555 members 
Mstep: Class 19 contains 13519 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16315 members 
Mstep: Class 22 contains 84697 members 
Mstep: Class 23 contains 138383 members 
Mstep: Class 24 contains 5396 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206848.000000 Penalty: 55007.320312
Iteration 205Q: 26 clusters Score -8.620685e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 88325 members 
Mstep: Class 3 contains 66887 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 28162 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 110968 members 
Mstep: Class 13 contains 3766 members 
Mstep: Class 14 contains 98136 members 
Mstep: Class 15 contains 26690 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33149 members 
Mstep: Class 18 contains 11570 members 
Mstep: Class 19 contains 13523 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16312 members 
Mstep: Class 22 contains 84737 members 
Mstep: Class 23 contains 138343 members 
Mstep: Class 24 contains 5394 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206816.000000 Penalty: 55007.320312
Iteration 206Q: 26 clusters Score -8.620682e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 88278 members 
Mstep: Class 3 contains 66862 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 410 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 28168 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 111018 members 
Mstep: Class 13 contains 3763 members 
Mstep: Class 14 contains 98192 members 
Mstep: Class 15 contains 26685 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 18 contains 11565 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16312 members 
Mstep: Class 22 contains 84760 members 
Mstep: Class 23 contains 138283 members 
Mstep: Class 24 contains 5392 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206944.000000 Penalty: 55007.320312
Iteration 207Q: 26 clusters Score -8.620694e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 88240 members 
Mstep: Class 3 contains 66820 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 411 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 28173 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111036 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 98280 members 
Mstep: Class 15 contains 26670 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33157 members 
Mstep: Class 18 contains 11567 members 
Mstep: Class 19 contains 13523 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16313 members 
Mstep: Class 22 contains 84793 members 
Mstep: Class 23 contains 138229 members 
Mstep: Class 24 contains 5389 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206848.000000 Penalty: 55007.320312
Iteration 208Q: 26 clusters Score -8.620685e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 88197 members 
Mstep: Class 3 contains 66787 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 412 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 28179 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111070 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 98340 members 
Mstep: Class 15 contains 26660 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33151 members 
Mstep: Class 18 contains 11562 members 
Mstep: Class 19 contains 13524 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16314 members 
Mstep: Class 22 contains 84827 members 
Mstep: Class 23 contains 138190 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206768.000000 Penalty: 55007.320312
Iteration 209Q: 26 clusters Score -8.620677e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 88136 members 
Mstep: Class 3 contains 66766 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 28180 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111087 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 98415 members 
Mstep: Class 15 contains 26640 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33145 members 
Mstep: Class 18 contains 11568 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16315 members 
Mstep: Class 22 contains 84873 members 
Mstep: Class 23 contains 138152 members 
Mstep: Class 24 contains 5385 members 
Mstep: Class 25 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206800.000000 Penalty: 55007.320312
Iteration 210Q: 26 clusters Score -8.62068e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 88064 members 
Mstep: Class 3 contains 66757 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 28180 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 111122 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 98479 members 
Mstep: Class 15 contains 26623 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33150 members 
Mstep: Class 18 contains 11560 members 
Mstep: Class 19 contains 13523 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16315 members 
Mstep: Class 22 contains 84908 members 
Mstep: Class 23 contains 138116 members 
Mstep: Class 24 contains 5384 members 
Mstep: Class 25 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206856.000000 Penalty: 55007.320312
Iteration 211Q: 26 clusters Score -8.620686e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 87953 members 
Mstep: Class 3 contains 66747 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 413 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3706 members 
Mstep: Class 9 contains 28180 members 
Mstep: Class 10 contains 4964 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 111133 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 98569 members 
Mstep: Class 15 contains 26607 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33157 members 
Mstep: Class 18 contains 11565 members 
Mstep: Class 19 contains 13529 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16318 members 
Mstep: Class 22 contains 84960 members 
Mstep: Class 23 contains 138084 members 
Mstep: Class 24 contains 5380 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206912.000000 Penalty: 55007.320312
Iteration 212Q: 26 clusters Score -8.620691e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 87850 members 
Mstep: Class 3 contains 66737 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3706 members 
Mstep: Class 9 contains 28181 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111144 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 98663 members 
Mstep: Class 15 contains 26592 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33158 members 
Mstep: Class 18 contains 11573 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16317 members 
Mstep: Class 22 contains 85024 members 
Mstep: Class 23 contains 138037 members 
Mstep: Class 24 contains 5378 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206904.000000 Penalty: 55007.320312
Iteration 213Q: 26 clusters Score -8.62069e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 87752 members 
Mstep: Class 3 contains 66729 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 28184 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 111145 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 98759 members 
Mstep: Class 15 contains 26580 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33154 members 
Mstep: Class 18 contains 11585 members 
Mstep: Class 19 contains 13522 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16318 members 
Mstep: Class 22 contains 85090 members 
Mstep: Class 23 contains 137988 members 
Mstep: Class 24 contains 5376 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207128.000000 Penalty: 55007.320312
Iteration 214Q: 26 clusters Score -8.620713e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 87665 members 
Mstep: Class 3 contains 66708 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 28184 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 111170 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 98854 members 
Mstep: Class 15 contains 26575 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33152 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 13519 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16323 members 
Mstep: Class 22 contains 85151 members 
Mstep: Class 23 contains 137917 members 
Mstep: Class 24 contains 5376 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207104.000000 Penalty: 55007.320312
Iteration 215Q: 26 clusters Score -8.62071e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 87523 members 
Mstep: Class 3 contains 66698 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 2934 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 28188 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 111183 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 98960 members 
Mstep: Class 15 contains 26567 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33156 members 
Mstep: Class 18 contains 11617 members 
Mstep: Class 19 contains 13517 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16331 members 
Mstep: Class 22 contains 85217 members 
Mstep: Class 23 contains 137850 members 
Mstep: Class 24 contains 5376 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207256.000000 Penalty: 55007.320312
Iteration 216Q: 26 clusters Score -8.620726e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 87417 members 
Mstep: Class 3 contains 66689 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 28193 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 111193 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 99046 members 
Mstep: Class 15 contains 26554 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33161 members 
Mstep: Class 18 contains 11649 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16340 members 
Mstep: Class 22 contains 85278 members 
Mstep: Class 23 contains 137778 members 
Mstep: Class 24 contains 5375 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207304.000000 Penalty: 55007.320312
Iteration 217Q: 26 clusters Score -8.62073e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 87331 members 
Mstep: Class 3 contains 66674 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 28194 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 111217 members 
Mstep: Class 13 contains 3761 members 
Mstep: Class 14 contains 99123 members 
Mstep: Class 15 contains 26528 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33158 members 
Mstep: Class 18 contains 11670 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16346 members 
Mstep: Class 22 contains 85324 members 
Mstep: Class 23 contains 137737 members 
Mstep: Class 24 contains 5373 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207552.000000 Penalty: 55007.320312
Iteration 218Q: 26 clusters Score -8.620755e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 87224 members 
Mstep: Class 3 contains 66655 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 28200 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 111257 members 
Mstep: Class 13 contains 3759 members 
Mstep: Class 14 contains 99176 members 
Mstep: Class 15 contains 26510 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33158 members 
Mstep: Class 18 contains 11717 members 
Mstep: Class 19 contains 13501 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16354 members 
Mstep: Class 22 contains 85365 members 
Mstep: Class 23 contains 137704 members 
Mstep: Class 24 contains 5371 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207704.000000 Penalty: 55007.320312
Iteration 219Q: 26 clusters Score -8.62077e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 87104 members 
Mstep: Class 3 contains 66624 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 28210 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 111287 members 
Mstep: Class 13 contains 3759 members 
Mstep: Class 14 contains 99271 members 
Mstep: Class 15 contains 26489 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33147 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 13499 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16365 members 
Mstep: Class 22 contains 85414 members 
Mstep: Class 23 contains 137649 members 
Mstep: Class 24 contains 5365 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207624.000000 Penalty: 55007.320312
Iteration 220F: 26 clusters Score -8.620762e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 86951 members 
Mstep: Class 3 contains 66608 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 28218 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 11253 members 
Mstep: Class 12 contains 111310 members 
Mstep: Class 13 contains 3758 members 
Mstep: Class 14 contains 99381 members 
Mstep: Class 15 contains 26472 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33143 members 
Mstep: Class 18 contains 11839 members 
Mstep: Class 19 contains 13500 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16371 members 
Mstep: Class 22 contains 85462 members 
Mstep: Class 23 contains 137578 members 
Mstep: Class 24 contains 5366 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207432.000000 Penalty: 55007.320312
Iteration 221Q: 26 clusters Score -8.620743e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 86819 members 
Mstep: Class 3 contains 66594 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 28226 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 11256 members 
Mstep: Class 12 contains 111352 members 
Mstep: Class 13 contains 3756 members 
Mstep: Class 14 contains 99514 members 
Mstep: Class 15 contains 26457 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33132 members 
Mstep: Class 18 contains 11869 members 
Mstep: Class 19 contains 13490 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16373 members 
Mstep: Class 22 contains 85507 members 
Mstep: Class 23 contains 137494 members 
Mstep: Class 24 contains 5361 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207688.000000 Penalty: 55007.320312
Iteration 222Q: 26 clusters Score -8.620769e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 86692 members 
Mstep: Class 3 contains 66575 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 28232 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 111410 members 
Mstep: Class 13 contains 3753 members 
Mstep: Class 14 contains 99631 members 
Mstep: Class 15 contains 26443 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33122 members 
Mstep: Class 18 contains 11892 members 
Mstep: Class 19 contains 13482 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16378 members 
Mstep: Class 22 contains 85557 members 
Mstep: Class 23 contains 137414 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207712.000000 Penalty: 55007.320312
Iteration 223Q: 26 clusters Score -8.620771e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 86590 members 
Mstep: Class 3 contains 66547 members 
Mstep: Class 4 contains 4466 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 28239 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 111425 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 99790 members 
Mstep: Class 15 contains 26426 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33108 members 
Mstep: Class 18 contains 11903 members 
Mstep: Class 19 contains 13482 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16387 members 
Mstep: Class 22 contains 85612 members 
Mstep: Class 23 contains 137316 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207784.000000 Penalty: 55007.320312
Iteration 224Q: 26 clusters Score -8.620778e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 86482 members 
Mstep: Class 3 contains 66536 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 28241 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 11256 members 
Mstep: Class 12 contains 111432 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 99926 members 
Mstep: Class 15 contains 26413 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33091 members 
Mstep: Class 18 contains 11932 members 
Mstep: Class 19 contains 13487 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16393 members 
Mstep: Class 22 contains 85670 members 
Mstep: Class 23 contains 137223 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207784.000000 Penalty: 55007.320312
Iteration 225Q: 26 clusters Score -8.620778e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 86348 members 
Mstep: Class 3 contains 66540 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3672 members 
Mstep: Class 9 contains 28243 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 11256 members 
Mstep: Class 12 contains 111410 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 100089 members 
Mstep: Class 15 contains 26396 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33078 members 
Mstep: Class 18 contains 11962 members 
Mstep: Class 19 contains 13483 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16401 members 
Mstep: Class 22 contains 85734 members 
Mstep: Class 23 contains 137141 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207600.000000 Penalty: 55007.320312
Iteration 226Q: 26 clusters Score -8.62076e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 86244 members 
Mstep: Class 3 contains 66529 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3668 members 
Mstep: Class 9 contains 28250 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 111399 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 100211 members 
Mstep: Class 15 contains 26375 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33061 members 
Mstep: Class 18 contains 12027 members 
Mstep: Class 19 contains 13480 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16405 members 
Mstep: Class 22 contains 85801 members 
Mstep: Class 23 contains 137047 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207800.000000 Penalty: 55007.320312
Iteration 227Q: 26 clusters Score -8.62078e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 86149 members 
Mstep: Class 3 contains 66521 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3668 members 
Mstep: Class 9 contains 28259 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 111408 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 100316 members 
Mstep: Class 15 contains 26363 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33053 members 
Mstep: Class 18 contains 12086 members 
Mstep: Class 19 contains 13473 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16409 members 
Mstep: Class 22 contains 85861 members 
Mstep: Class 23 contains 136932 members 
Mstep: Class 24 contains 5342 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207704.000000 Penalty: 55007.320312
Iteration 228Q: 26 clusters Score -8.62077e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 86080 members 
Mstep: Class 3 contains 66510 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3669 members 
Mstep: Class 9 contains 28267 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111420 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 100404 members 
Mstep: Class 15 contains 26353 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33054 members 
Mstep: Class 18 contains 12128 members 
Mstep: Class 19 contains 13466 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16412 members 
Mstep: Class 22 contains 85915 members 
Mstep: Class 23 contains 136819 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207864.000000 Penalty: 55007.320312
Iteration 229Q: 26 clusters Score -8.620786e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 85999 members 
Mstep: Class 3 contains 66491 members 
Mstep: Class 4 contains 4489 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3668 members 
Mstep: Class 9 contains 28276 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111427 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 100477 members 
Mstep: Class 15 contains 26347 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33053 members 
Mstep: Class 18 contains 12201 members 
Mstep: Class 19 contains 13471 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16416 members 
Mstep: Class 22 contains 85962 members 
Mstep: Class 23 contains 136709 members 
Mstep: Class 24 contains 5333 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207736.000000 Penalty: 55007.320312
Iteration 230Q: 26 clusters Score -8.620774e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 85896 members 
Mstep: Class 3 contains 66481 members 
Mstep: Class 4 contains 4495 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 28287 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 111450 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 100559 members 
Mstep: Class 15 contains 26332 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33047 members 
Mstep: Class 18 contains 12290 members 
Mstep: Class 19 contains 13471 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16421 members 
Mstep: Class 22 contains 85989 members 
Mstep: Class 23 contains 136606 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207856.000000 Penalty: 55007.320312
Iteration 231Q: 26 clusters Score -8.620786e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 85781 members 
Mstep: Class 3 contains 66454 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3661 members 
Mstep: Class 9 contains 28292 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111439 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 100658 members 
Mstep: Class 15 contains 26322 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33052 members 
Mstep: Class 18 contains 12372 members 
Mstep: Class 19 contains 13467 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16425 members 
Mstep: Class 22 contains 86030 members 
Mstep: Class 23 contains 136528 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207840.000000 Penalty: 55007.320312
Iteration 232Q: 26 clusters Score -8.620784e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 85662 members 
Mstep: Class 3 contains 66417 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111431 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 100780 members 
Mstep: Class 15 contains 26310 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33058 members 
Mstep: Class 18 contains 12439 members 
Mstep: Class 19 contains 13457 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16430 members 
Mstep: Class 22 contains 86074 members 
Mstep: Class 23 contains 136460 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207912.000000 Penalty: 55007.320312
Iteration 233Q: 26 clusters Score -8.620791e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 85521 members 
Mstep: Class 3 contains 66394 members 
Mstep: Class 4 contains 4514 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3658 members 
Mstep: Class 9 contains 28308 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111412 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 100893 members 
Mstep: Class 15 contains 26290 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 12536 members 
Mstep: Class 19 contains 13455 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16435 members 
Mstep: Class 22 contains 86124 members 
Mstep: Class 23 contains 136374 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207832.000000 Penalty: 55007.320312
Iteration 234Q: 26 clusters Score -8.620783e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 85415 members 
Mstep: Class 3 contains 66371 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 28313 members 
Mstep: Class 10 contains 4977 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111396 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 100994 members 
Mstep: Class 15 contains 26276 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33061 members 
Mstep: Class 18 contains 12617 members 
Mstep: Class 19 contains 13450 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16440 members 
Mstep: Class 22 contains 86176 members 
Mstep: Class 23 contains 136301 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207928.000000 Penalty: 55007.320312
Iteration 235Q: 26 clusters Score -8.620793e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 85294 members 
Mstep: Class 3 contains 66343 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3656 members 
Mstep: Class 9 contains 28320 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 111401 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 101120 members 
Mstep: Class 15 contains 26256 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33045 members 
Mstep: Class 18 contains 12684 members 
Mstep: Class 19 contains 13447 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16442 members 
Mstep: Class 22 contains 86222 members 
Mstep: Class 23 contains 136234 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207960.000000 Penalty: 55007.320312
Iteration 236Q: 26 clusters Score -8.620796e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 85220 members 
Mstep: Class 3 contains 66304 members 
Mstep: Class 4 contains 4521 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 28328 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111393 members 
Mstep: Class 13 contains 3749 members 
Mstep: Class 14 contains 101270 members 
Mstep: Class 15 contains 26224 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33030 members 
Mstep: Class 18 contains 12741 members 
Mstep: Class 19 contains 13444 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16444 members 
Mstep: Class 22 contains 86262 members 
Mstep: Class 23 contains 136147 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208112.000000 Penalty: 55007.320312
Iteration 237Q: 26 clusters Score -8.620811e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 85144 members 
Mstep: Class 3 contains 66249 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 28332 members 
Mstep: Class 10 contains 4983 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111388 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 101449 members 
Mstep: Class 15 contains 26200 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33022 members 
Mstep: Class 18 contains 12804 members 
Mstep: Class 19 contains 13435 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16450 members 
Mstep: Class 22 contains 86295 members 
Mstep: Class 23 contains 136046 members 
Mstep: Class 24 contains 5324 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208096.000000 Penalty: 55007.320312
Iteration 238Q: 26 clusters Score -8.62081e+07 nChanged 893
Entering ConstructFrom: 
Score: -86208096.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (4071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Entering Unmasked Estep 
Score: -429436.906250 Penalty: 1350.642090
	Iteration 0F: 2 clusters Score -429436.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -426053.968750 Penalty: 2701.284180
	Iteration 0F: 3 clusters Score -426054 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -426997.343750 Penalty: 2701.284180
	Iteration 1F: 3 clusters Score -426997.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -427202.968750 Penalty: 2701.284180
	Iteration 2F: 3 clusters Score -427203 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -427338.562500 Penalty: 2701.284180
	Iteration 3F: 3 clusters Score -427338.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -427449.281250 Penalty: 2701.284180
	Iteration 4Q: 3 clusters Score -427449.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -427548.718750 Penalty: 2701.284180
	Iteration 5Q: 3 clusters Score -427548.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -427653.937500 Penalty: 2701.284180
	Iteration 6Q: 3 clusters Score -427653.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -427775.656250 Penalty: 2701.284180
	Iteration 7Q: 3 clusters Score -427775.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -427889.968750 Penalty: 2701.284180
	Iteration 8Q: 3 clusters Score -427890 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -428008.125000 Penalty: 2701.284180
	Iteration 9Q: 3 clusters Score -428008.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -428104.250000 Penalty: 2701.284180
	Iteration 10Q: 3 clusters Score -428104.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -428179.500000 Penalty: 2701.284180
	Iteration 11Q: 3 clusters Score -428179.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -428247.968750 Penalty: 2701.284180
	Iteration 12Q: 3 clusters Score -428248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -428303.906250 Penalty: 2701.284180
	Iteration 13Q: 3 clusters Score -428303.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -428336.500000 Penalty: 2701.284180
	Iteration 14Q: 3 clusters Score -428336.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -428360.468750 Penalty: 2701.284180
	Iteration 15Q: 3 clusters Score -428360.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -428389.968750 Penalty: 2701.284180
	Iteration 16Q: 3 clusters Score -428390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -428414.375000 Penalty: 2701.284180
	Iteration 17Q: 3 clusters Score -428414.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -428433.468750 Penalty: 2701.284180
	Iteration 18Q: 3 clusters Score -428433.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -428451.593750 Penalty: 2701.284180
	Iteration 19Q: 3 clusters Score -428451.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -428462.968750 Penalty: 2701.284180
	Iteration 20F: 3 clusters Score -428463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -428465.312500 Penalty: 2701.284180
	Iteration 21Q: 3 clusters Score -428465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -428467.281250 Penalty: 2701.284180
	Iteration 22Q: 3 clusters Score -428467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -428469.281250 Penalty: 2701.284180
	Iteration 23Q: 3 clusters Score -428469.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -428473.343750 Penalty: 2701.284180
	Iteration 24Q: 3 clusters Score -428473.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -428474.187500 Penalty: 2701.284180
	Iteration 25Q: 3 clusters Score -428474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -428476.312500 Penalty: 2701.284180
	Iteration 26Q: 3 clusters Score -428476.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -428478.468750 Penalty: 2701.284180
	Iteration 27Q: 3 clusters Score -428478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -428479.687500 Penalty: 2701.284180
	Iteration 28Q: 3 clusters Score -428479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -428480.343750 Penalty: 2701.284180
	Iteration 29Q: 3 clusters Score -428480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -428480.937500 Penalty: 2701.284180
	Iteration 30Q: 3 clusters Score -428480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -428482.093750 Penalty: 2701.284180
	Iteration 31Q: 3 clusters Score -428482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -428482.093750 Penalty: 2701.284180
	Iteration 32F: 3 clusters Score -428482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Entering Unmasked Estep 
Score: -9904466.000000 Penalty: 1844.550049
	Iteration 0F: 2 clusters Score -9904466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -9848504.000000 Penalty: 3689.100098
	Iteration 0F: 3 clusters Score -9848504 nChanged 40537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -9871655.000000 Penalty: 3689.100098
	Iteration 1F: 3 clusters Score -9871655 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -9872169.000000 Penalty: 3689.100098
	Iteration 2Q: 3 clusters Score -9872169 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -9872756.000000 Penalty: 3689.100098
	Iteration 3Q: 3 clusters Score -9872756 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -9873483.000000 Penalty: 3689.100098
	Iteration 4Q: 3 clusters Score -9873483 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -9874393.000000 Penalty: 3689.100098
	Iteration 5Q: 3 clusters Score -9874393 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -9875656.000000 Penalty: 3689.100098
	Iteration 6Q: 3 clusters Score -9875656 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -9877225.000000 Penalty: 3689.100098
	Iteration 7Q: 3 clusters Score -9877225 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -9879405.000000 Penalty: 3689.100098
	Iteration 8Q: 3 clusters Score -9879405 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -9882276.000000 Penalty: 3689.100098
	Iteration 9F: 3 clusters Score -9882276 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -9886073.000000 Penalty: 3689.100098
	Iteration 10F: 3 clusters Score -9886073 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -9889798.000000 Penalty: 3689.100098
	Iteration 11F: 3 clusters Score -9889798 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -9892354.000000 Penalty: 3689.100098
	Iteration 12F: 3 clusters Score -9892354 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -9893681.000000 Penalty: 3689.100098
	Iteration 13Q: 3 clusters Score -9893681 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -9894619.000000 Penalty: 3689.100098
	Iteration 14Q: 3 clusters Score -9894619 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -9895323.000000 Penalty: 3689.100098
	Iteration 15Q: 3 clusters Score -9895323 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -9895990.000000 Penalty: 3689.100098
	Iteration 16Q: 3 clusters Score -9895990 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -9896669.000000 Penalty: 3689.100098
	Iteration 17Q: 3 clusters Score -9896669 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -9897387.000000 Penalty: 3689.100098
	Iteration 18Q: 3 clusters Score -9897387 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -9898083.000000 Penalty: 3689.100098
	Iteration 19Q: 3 clusters Score -9898083 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -9898615.000000 Penalty: 3689.100098
	Iteration 20F: 3 clusters Score -9898615 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -9899134.000000 Penalty: 3689.100098
	Iteration 21Q: 3 clusters Score -9899134 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -9899476.000000 Penalty: 3689.100098
	Iteration 22Q: 3 clusters Score -9899476 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -9899745.000000 Penalty: 3689.100098
	Iteration 23Q: 3 clusters Score -9899745 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -9899944.000000 Penalty: 3689.100098
	Iteration 24Q: 3 clusters Score -9899944 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -9900076.000000 Penalty: 3689.100098
	Iteration 25Q: 3 clusters Score -9900076 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -9900131.000000 Penalty: 3689.100098
	Iteration 26Q: 3 clusters Score -9900131 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -9900232.000000 Penalty: 3689.100098
	Iteration 27Q: 3 clusters Score -9900232 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -9900343.000000 Penalty: 3689.100098
	Iteration 28Q: 3 clusters Score -9900343 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -9900400.000000 Penalty: 3689.100098
	Iteration 29Q: 3 clusters Score -9900400 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -9900476.000000 Penalty: 3689.100098
	Iteration 30Q: 3 clusters Score -9900476 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -9900555.000000 Penalty: 3689.100098
	Iteration 31Q: 3 clusters Score -9900555 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -9900575.000000 Penalty: 3689.100098
	Iteration 32Q: 3 clusters Score -9900575 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -9900591.000000 Penalty: 3689.100098
	Iteration 33Q: 3 clusters Score -9900591 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -9900631.000000 Penalty: 3689.100098
	Iteration 34Q: 3 clusters Score -9900631 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -9900671.000000 Penalty: 3689.100098
	Iteration 35Q: 3 clusters Score -9900671 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -9900685.000000 Penalty: 3689.100098
	Iteration 36Q: 3 clusters Score -9900685 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -9900692.000000 Penalty: 3689.100098
	Iteration 37Q: 3 clusters Score -9900692 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -9900711.000000 Penalty: 3689.100098
	Iteration 38Q: 3 clusters Score -9900711 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -9900736.000000 Penalty: 3689.100098
	Iteration 39Q: 3 clusters Score -9900736 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -9900771.000000 Penalty: 3689.100098
	Iteration 40F: 3 clusters Score -9900771 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -9900795.000000 Penalty: 3689.100098
	Iteration 41Q: 3 clusters Score -9900795 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -9900823.000000 Penalty: 3689.100098
	Iteration 42Q: 3 clusters Score -9900823 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -9900870.000000 Penalty: 3689.100098
	Iteration 43Q: 3 clusters Score -9900870 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -9900862.000000 Penalty: 3689.100098
	Iteration 44Q: 3 clusters Score -9900862 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -9900885.000000 Penalty: 3689.100098
	Iteration 45Q: 3 clusters Score -9900885 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -9900906.000000 Penalty: 3689.100098
	Iteration 46Q: 3 clusters Score -9900906 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -9900908.000000 Penalty: 3689.100098
	Iteration 47Q: 3 clusters Score -9900908 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -9900935.000000 Penalty: 3689.100098
	Iteration 48Q: 3 clusters Score -9900935 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -9900933.000000 Penalty: 3689.100098
	Iteration 49Q: 3 clusters Score -9900933 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -9900941.000000 Penalty: 3689.100098
	Iteration 50Q: 3 clusters Score -9900941 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -9900940.000000 Penalty: 3689.100098
	Iteration 51Q: 3 clusters Score -9900940 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61158 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -9900932.000000 Penalty: 3689.100098
	Iteration 52Q: 3 clusters Score -9900932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -9900941.000000 Penalty: 3689.100098
	Iteration 53Q: 3 clusters Score -9900941 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -9900939.000000 Penalty: 3689.100098
	Iteration 54Q: 3 clusters Score -9900939 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -9900955.000000 Penalty: 3689.100098
	Iteration 55Q: 3 clusters Score -9900955 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61539 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -9900974.000000 Penalty: 3689.100098
	Iteration 56Q: 3 clusters Score -9900974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -9900944.000000 Penalty: 3689.100098
	Iteration 57Q: 3 clusters Score -9900944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -9900941.000000 Penalty: 3689.100098
	Iteration 58Q: 3 clusters Score -9900941 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -9900965.000000 Penalty: 3689.100098
	Iteration 59Q: 3 clusters Score -9900965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -9900948.000000 Penalty: 3689.100098
	Iteration 60F: 3 clusters Score -9900948 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -9900946.000000 Penalty: 3689.100098
	Iteration 61Q: 3 clusters Score -9900946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -9900945.000000 Penalty: 3689.100098
	Iteration 62Q: 3 clusters Score -9900945 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -9900965.000000 Penalty: 3689.100098
	Iteration 63Q: 3 clusters Score -9900965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -9900962.000000 Penalty: 3689.100098
	Iteration 64Q: 3 clusters Score -9900962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -9900984.000000 Penalty: 3689.100098
	Iteration 65Q: 3 clusters Score -9900984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -9900990.000000 Penalty: 3689.100098
	Iteration 66Q: 3 clusters Score -9900990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -9900976.000000 Penalty: 3689.100098
	Iteration 67Q: 3 clusters Score -9900976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -9900975.000000 Penalty: 3689.100098
	Iteration 68Q: 3 clusters Score -9900975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -9900983.000000 Penalty: 3689.100098
	Iteration 69Q: 3 clusters Score -9900983 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -9900993.000000 Penalty: 3689.100098
	Iteration 70Q: 3 clusters Score -9900993 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -9901006.000000 Penalty: 3689.100098
	Iteration 71Q: 3 clusters Score -9901006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -9901007.000000 Penalty: 3689.100098
	Iteration 72Q: 3 clusters Score -9901007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -9901002.000000 Penalty: 3689.100098
	Iteration 73Q: 3 clusters Score -9901002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -9901001.000000 Penalty: 3689.100098
	Iteration 74Q: 3 clusters Score -9901001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -9900997.000000 Penalty: 3689.100098
	Iteration 75Q: 3 clusters Score -9900997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -9900991.000000 Penalty: 3689.100098
	Iteration 76Q: 3 clusters Score -9900991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -9901009.000000 Penalty: 3689.100098
	Iteration 77Q: 3 clusters Score -9901009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -9901014.000000 Penalty: 3689.100098
	Iteration 78Q: 3 clusters Score -9901014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -9901012.000000 Penalty: 3689.100098
	Iteration 79Q: 3 clusters Score -9901012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -9901013.000000 Penalty: 3689.100098
	Iteration 80F: 3 clusters Score -9901013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -9901021.000000 Penalty: 3689.100098
	Iteration 81Q: 3 clusters Score -9901021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -9901009.000000 Penalty: 3689.100098
	Iteration 82Q: 3 clusters Score -9901009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -9901019.000000 Penalty: 3689.100098
	Iteration 83Q: 3 clusters Score -9901019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -9901016.000000 Penalty: 3689.100098
	Iteration 84Q: 3 clusters Score -9901016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -9901011.000000 Penalty: 3689.100098
	Iteration 85Q: 3 clusters Score -9901011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -9900988.000000 Penalty: 3689.100098
	Iteration 86Q: 3 clusters Score -9900988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -9900985.000000 Penalty: 3689.100098
	Iteration 87Q: 3 clusters Score -9900985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -9900997.000000 Penalty: 3689.100098
	Iteration 88Q: 3 clusters Score -9900997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -9901006.000000 Penalty: 3689.100098
	Iteration 89Q: 3 clusters Score -9901006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -9900998.000000 Penalty: 3689.100098
	Iteration 90Q: 3 clusters Score -9900998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -9900995.000000 Penalty: 3689.100098
	Iteration 91Q: 3 clusters Score -9900995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -9901002.000000 Penalty: 3689.100098
	Iteration 92Q: 3 clusters Score -9901002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -9900996.000000 Penalty: 3689.100098
	Iteration 93Q: 3 clusters Score -9900996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -9900998.000000 Penalty: 3689.100098
	Iteration 94Q: 3 clusters Score -9900998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -9900993.000000 Penalty: 3689.100098
	Iteration 95Q: 3 clusters Score -9900993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -9900989.000000 Penalty: 3689.100098
	Iteration 96Q: 3 clusters Score -9900989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -9900991.000000 Penalty: 3689.100098
	Iteration 97Q: 3 clusters Score -9900991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -9900987.000000 Penalty: 3689.100098
	Iteration 98Q: 3 clusters Score -9900987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -9900990.000000 Penalty: 3689.100098
	Iteration 99Q: 3 clusters Score -9900990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -9900992.000000 Penalty: 3689.100098
	Iteration 100F: 3 clusters Score -9900992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (66224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Entering Unmasked Estep 
Score: -7710781.000000 Penalty: 1803.879761
	Iteration 0F: 2 clusters Score -7710781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -7666739.000000 Penalty: 3607.759521
	Iteration 0F: 3 clusters Score -7666739 nChanged 31463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -7684691.000000 Penalty: 3607.759521
	Iteration 1F: 3 clusters Score -7684691 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -7685515.500000 Penalty: 3607.759521
	Iteration 2Q: 3 clusters Score -7685516 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -7686529.000000 Penalty: 3607.759521
	Iteration 3Q: 3 clusters Score -7686529 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -7687819.000000 Penalty: 3607.759521
	Iteration 4Q: 3 clusters Score -7687819 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -7689546.000000 Penalty: 3607.759521
	Iteration 5F: 3 clusters Score -7689546 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -7691799.500000 Penalty: 3607.759521
	Iteration 6F: 3 clusters Score -7691800 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -7694520.000000 Penalty: 3607.759521
	Iteration 7F: 3 clusters Score -7694520 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -7697444.000000 Penalty: 3607.759521
	Iteration 8F: 3 clusters Score -7697444 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -7700103.500000 Penalty: 3607.759521
	Iteration 9F: 3 clusters Score -7700104 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -7702285.500000 Penalty: 3607.759521
	Iteration 10Q: 3 clusters Score -7702286 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -7703826.000000 Penalty: 3607.759521
	Iteration 11Q: 3 clusters Score -7703826 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -7704919.500000 Penalty: 3607.759521
	Iteration 12Q: 3 clusters Score -7704920 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -7705767.000000 Penalty: 3607.759521
	Iteration 13Q: 3 clusters Score -7705767 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -7706407.500000 Penalty: 3607.759521
	Iteration 14Q: 3 clusters Score -7706408 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -7706983.500000 Penalty: 3607.759521
	Iteration 15Q: 3 clusters Score -7706984 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -7707404.000000 Penalty: 3607.759521
	Iteration 16Q: 3 clusters Score -7707404 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -7707766.500000 Penalty: 3607.759521
	Iteration 17Q: 3 clusters Score -7707766 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7708067.500000 Penalty: 3607.759521
	Iteration 18Q: 3 clusters Score -7708068 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7708350.000000 Penalty: 3607.759521
	Iteration 19Q: 3 clusters Score -7708350 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7708578.500000 Penalty: 3607.759521
	Iteration 20F: 3 clusters Score -7708578 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7708731.500000 Penalty: 3607.759521
	Iteration 21Q: 3 clusters Score -7708732 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7708840.000000 Penalty: 3607.759521
	Iteration 22Q: 3 clusters Score -7708840 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7708945.500000 Penalty: 3607.759521
	Iteration 23Q: 3 clusters Score -7708946 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7709002.500000 Penalty: 3607.759521
	Iteration 24Q: 3 clusters Score -7709002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7709053.000000 Penalty: 3607.759521
	Iteration 25Q: 3 clusters Score -7709053 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7709082.500000 Penalty: 3607.759521
	Iteration 26Q: 3 clusters Score -7709082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7709122.000000 Penalty: 3607.759521
	Iteration 27Q: 3 clusters Score -7709122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7709144.000000 Penalty: 3607.759521
	Iteration 28Q: 3 clusters Score -7709144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7709174.000000 Penalty: 3607.759521
	Iteration 29Q: 3 clusters Score -7709174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7709176.000000 Penalty: 3607.759521
	Iteration 30Q: 3 clusters Score -7709176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7709197.000000 Penalty: 3607.759521
	Iteration 31Q: 3 clusters Score -7709197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7709209.000000 Penalty: 3607.759521
	Iteration 32Q: 3 clusters Score -7709209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7709215.000000 Penalty: 3607.759521
	Iteration 33Q: 3 clusters Score -7709215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7709225.500000 Penalty: 3607.759521
	Iteration 34Q: 3 clusters Score -7709226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7709230.500000 Penalty: 3607.759521
	Iteration 35Q: 3 clusters Score -7709230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7709243.000000 Penalty: 3607.759521
	Iteration 36Q: 3 clusters Score -7709243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7709244.500000 Penalty: 3607.759521
	Iteration 37Q: 3 clusters Score -7709244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7709247.000000 Penalty: 3607.759521
	Iteration 38Q: 3 clusters Score -7709247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7709243.500000 Penalty: 3607.759521
	Iteration 39Q: 3 clusters Score -7709244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7709249.000000 Penalty: 3607.759521
	Iteration 40F: 3 clusters Score -7709249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7709253.500000 Penalty: 3607.759521
	Iteration 41Q: 3 clusters Score -7709254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7709253.500000 Penalty: 3607.759521
	Iteration 42Q: 3 clusters Score -7709254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7709258.500000 Penalty: 3607.759521
	Iteration 43Q: 3 clusters Score -7709258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7709259.500000 Penalty: 3607.759521
	Iteration 44Q: 3 clusters Score -7709260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7709254.500000 Penalty: 3607.759521
	Iteration 45Q: 3 clusters Score -7709254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7709261.500000 Penalty: 3607.759521
	Iteration 46Q: 3 clusters Score -7709262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65651 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7709265.000000 Penalty: 3607.759521
	Iteration 47Q: 3 clusters Score -7709265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7709265.000000 Penalty: 3607.759521
	Iteration 48Q: 3 clusters Score -7709265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7709270.500000 Penalty: 3607.759521
	Iteration 49Q: 3 clusters Score -7709270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7709273.000000 Penalty: 3607.759521
	Iteration 50Q: 3 clusters Score -7709273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7709273.000000 Penalty: 3607.759521
	Iteration 51Q: 3 clusters Score -7709273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7709274.000000 Penalty: 3607.759521
	Iteration 52Q: 3 clusters Score -7709274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7709274.000000 Penalty: 3607.759521
	Iteration 53F: 3 clusters Score -7709274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Entering Unmasked Estep 
Score: -518811.218750 Penalty: 1367.643433
	Iteration 0F: 2 clusters Score -518811.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -515135.562500 Penalty: 2735.286865
	Iteration 0F: 3 clusters Score -515135.6 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -516103.281250 Penalty: 2735.286865
	Iteration 1F: 3 clusters Score -516103.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -516251.437500 Penalty: 2735.286865
	Iteration 2F: 3 clusters Score -516251.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -516354.562500 Penalty: 2735.286865
	Iteration 3Q: 3 clusters Score -516354.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -516445.593750 Penalty: 2735.286865
	Iteration 4Q: 3 clusters Score -516445.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -516513.093750 Penalty: 2735.286865
	Iteration 5Q: 3 clusters Score -516513.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -516571.968750 Penalty: 2735.286865
	Iteration 6Q: 3 clusters Score -516572 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -516620.187500 Penalty: 2735.286865
	Iteration 7Q: 3 clusters Score -516620.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -516653.125000 Penalty: 2735.286865
	Iteration 8Q: 3 clusters Score -516653.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -516681.375000 Penalty: 2735.286865
	Iteration 9Q: 3 clusters Score -516681.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -516704.406250 Penalty: 2735.286865
	Iteration 10Q: 3 clusters Score -516704.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -516722.406250 Penalty: 2735.286865
	Iteration 11Q: 3 clusters Score -516722.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -516739.687500 Penalty: 2735.286865
	Iteration 12Q: 3 clusters Score -516739.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -516756.593750 Penalty: 2735.286865
	Iteration 13Q: 3 clusters Score -516756.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -516776.937500 Penalty: 2735.286865
	Iteration 14Q: 3 clusters Score -516776.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -516798.906250 Penalty: 2735.286865
	Iteration 15Q: 3 clusters Score -516798.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -516817.500000 Penalty: 2735.286865
	Iteration 16Q: 3 clusters Score -516817.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -516830.468750 Penalty: 2735.286865
	Iteration 17Q: 3 clusters Score -516830.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -516843.437500 Penalty: 2735.286865
	Iteration 18Q: 3 clusters Score -516843.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -516852.000000 Penalty: 2735.286865
	Iteration 19Q: 3 clusters Score -516852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -516859.218750 Penalty: 2735.286865
	Iteration 20F: 3 clusters Score -516859.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -516870.312500 Penalty: 2735.286865
	Iteration 21Q: 3 clusters Score -516870.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -516881.062500 Penalty: 2735.286865
	Iteration 22Q: 3 clusters Score -516881.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -516887.687500 Penalty: 2735.286865
	Iteration 23Q: 3 clusters Score -516887.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -516895.000000 Penalty: 2735.286865
	Iteration 24Q: 3 clusters Score -516895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -516904.593750 Penalty: 2735.286865
	Iteration 25Q: 3 clusters Score -516904.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -516909.937500 Penalty: 2735.286865
	Iteration 26Q: 3 clusters Score -516909.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -516921.593750 Penalty: 2735.286865
	Iteration 27Q: 3 clusters Score -516921.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -516939.500000 Penalty: 2735.286865
	Iteration 28Q: 3 clusters Score -516939.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -516956.687500 Penalty: 2735.286865
	Iteration 29Q: 3 clusters Score -516956.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -516974.906250 Penalty: 2735.286865
	Iteration 30Q: 3 clusters Score -516974.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -516994.500000 Penalty: 2735.286865
	Iteration 31Q: 3 clusters Score -516994.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -517011.218750 Penalty: 2735.286865
	Iteration 32Q: 3 clusters Score -517011.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -517034.812500 Penalty: 2735.286865
	Iteration 33Q: 3 clusters Score -517034.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -517060.531250 Penalty: 2735.286865
	Iteration 34Q: 3 clusters Score -517060.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -517090.687500 Penalty: 2735.286865
	Iteration 35Q: 3 clusters Score -517090.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -517126.531250 Penalty: 2735.286865
	Iteration 36Q: 3 clusters Score -517126.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -517158.906250 Penalty: 2735.286865
	Iteration 37Q: 3 clusters Score -517158.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -517187.718750 Penalty: 2735.286865
	Iteration 38Q: 3 clusters Score -517187.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -517224.031250 Penalty: 2735.286865
	Iteration 39Q: 3 clusters Score -517224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -517260.031250 Penalty: 2735.286865
	Iteration 40F: 3 clusters Score -517260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -517297.281250 Penalty: 2735.286865
	Iteration 41Q: 3 clusters Score -517297.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -517333.031250 Penalty: 2735.286865
	Iteration 42Q: 3 clusters Score -517333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -517369.937500 Penalty: 2735.286865
	Iteration 43Q: 3 clusters Score -517369.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -517403.218750 Penalty: 2735.286865
	Iteration 44Q: 3 clusters Score -517403.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -517426.531250 Penalty: 2735.286865
	Iteration 45Q: 3 clusters Score -517426.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -517446.218750 Penalty: 2735.286865
	Iteration 46Q: 3 clusters Score -517446.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -517474.812500 Penalty: 2735.286865
	Iteration 47Q: 3 clusters Score -517474.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -517507.875000 Penalty: 2735.286865
	Iteration 48Q: 3 clusters Score -517507.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -517527.812500 Penalty: 2735.286865
	Iteration 49Q: 3 clusters Score -517527.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -517547.156250 Penalty: 2735.286865
	Iteration 50Q: 3 clusters Score -517547.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -517566.718750 Penalty: 2735.286865
	Iteration 51Q: 3 clusters Score -517566.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -517586.968750 Penalty: 2735.286865
	Iteration 52Q: 3 clusters Score -517587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -517598.343750 Penalty: 2735.286865
	Iteration 53Q: 3 clusters Score -517598.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -517608.406250 Penalty: 2735.286865
	Iteration 54Q: 3 clusters Score -517608.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -517615.625000 Penalty: 2735.286865
	Iteration 55Q: 3 clusters Score -517615.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -517619.906250 Penalty: 2735.286865
	Iteration 56Q: 3 clusters Score -517619.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -517624.750000 Penalty: 2735.286865
	Iteration 57Q: 3 clusters Score -517624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -517627.250000 Penalty: 2735.286865
	Iteration 58Q: 3 clusters Score -517627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -517628.000000 Penalty: 2735.286865
	Iteration 59Q: 3 clusters Score -517628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -517631.531250 Penalty: 2735.286865
	Iteration 60F: 3 clusters Score -517631.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -517635.812500 Penalty: 2735.286865
	Iteration 61Q: 3 clusters Score -517635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -517641.062500 Penalty: 2735.286865
	Iteration 62Q: 3 clusters Score -517641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -517644.125000 Penalty: 2735.286865
	Iteration 63Q: 3 clusters Score -517644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -517647.750000 Penalty: 2735.286865
	Iteration 64Q: 3 clusters Score -517647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -517647.750000 Penalty: 2735.286865
	Iteration 65Q: 3 clusters Score -517647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -517649.406250 Penalty: 2735.286865
	Iteration 66Q: 3 clusters Score -517649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -517649.906250 Penalty: 2735.286865
	Iteration 67Q: 3 clusters Score -517649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -517650.843750 Penalty: 2735.286865
	Iteration 68Q: 3 clusters Score -517650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -517652.281250 Penalty: 2735.286865
	Iteration 69Q: 3 clusters Score -517652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -517652.281250 Penalty: 2735.286865
	Iteration 70F: 3 clusters Score -517652.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -325214.843750 Penalty: 1297.530518
	Iteration 0F: 2 clusters Score -325214.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -322558.843750 Penalty: 2595.061035
	Iteration 0F: 3 clusters Score -322558.8 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -323231.093750 Penalty: 2595.061035
	Iteration 1F: 3 clusters Score -323231.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -323442.125000 Penalty: 2595.061035
	Iteration 2F: 3 clusters Score -323442.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -323606.593750 Penalty: 2595.061035
	Iteration 3F: 3 clusters Score -323606.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -323747.750000 Penalty: 2595.061035
	Iteration 4F: 3 clusters Score -323747.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -323839.781250 Penalty: 2595.061035
	Iteration 5Q: 3 clusters Score -323839.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -323892.500000 Penalty: 2595.061035
	Iteration 6Q: 3 clusters Score -323892.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -323939.062500 Penalty: 2595.061035
	Iteration 7Q: 3 clusters Score -323939.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -323972.156250 Penalty: 2595.061035
	Iteration 8Q: 3 clusters Score -323972.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -323992.812500 Penalty: 2595.061035
	Iteration 9Q: 3 clusters Score -323992.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -324008.437500 Penalty: 2595.061035
	Iteration 10Q: 3 clusters Score -324008.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -324020.375000 Penalty: 2595.061035
	Iteration 11Q: 3 clusters Score -324020.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -324032.625000 Penalty: 2595.061035
	Iteration 12Q: 3 clusters Score -324032.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -324044.343750 Penalty: 2595.061035
	Iteration 13Q: 3 clusters Score -324044.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -324053.218750 Penalty: 2595.061035
	Iteration 14Q: 3 clusters Score -324053.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -324059.656250 Penalty: 2595.061035
	Iteration 15Q: 3 clusters Score -324059.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -324062.437500 Penalty: 2595.061035
	Iteration 16Q: 3 clusters Score -324062.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -324066.250000 Penalty: 2595.061035
	Iteration 17Q: 3 clusters Score -324066.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -324069.937500 Penalty: 2595.061035
	Iteration 18Q: 3 clusters Score -324069.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -324072.375000 Penalty: 2595.061035
	Iteration 19Q: 3 clusters Score -324072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -324074.531250 Penalty: 2595.061035
	Iteration 20F: 3 clusters Score -324074.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -324076.625000 Penalty: 2595.061035
	Iteration 21Q: 3 clusters Score -324076.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -324079.812500 Penalty: 2595.061035
	Iteration 22Q: 3 clusters Score -324079.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -324083.062500 Penalty: 2595.061035
	Iteration 23Q: 3 clusters Score -324083.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -324086.656250 Penalty: 2595.061035
	Iteration 24Q: 3 clusters Score -324086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -324089.125000 Penalty: 2595.061035
	Iteration 25Q: 3 clusters Score -324089.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -324091.531250 Penalty: 2595.061035
	Iteration 26Q: 3 clusters Score -324091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -324095.343750 Penalty: 2595.061035
	Iteration 27Q: 3 clusters Score -324095.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -324097.468750 Penalty: 2595.061035
	Iteration 28Q: 3 clusters Score -324097.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -324101.906250 Penalty: 2595.061035
	Iteration 29Q: 3 clusters Score -324101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -324105.781250 Penalty: 2595.061035
	Iteration 30Q: 3 clusters Score -324105.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -324108.250000 Penalty: 2595.061035
	Iteration 31Q: 3 clusters Score -324108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -324110.531250 Penalty: 2595.061035
	Iteration 32Q: 3 clusters Score -324110.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -324112.468750 Penalty: 2595.061035
	Iteration 33Q: 3 clusters Score -324112.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -324114.125000 Penalty: 2595.061035
	Iteration 34Q: 3 clusters Score -324114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -324115.656250 Penalty: 2595.061035
	Iteration 35Q: 3 clusters Score -324115.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -324118.500000 Penalty: 2595.061035
	Iteration 36Q: 3 clusters Score -324118.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -324120.718750 Penalty: 2595.061035
	Iteration 37Q: 3 clusters Score -324120.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -324124.718750 Penalty: 2595.061035
	Iteration 38Q: 3 clusters Score -324124.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -324126.406250 Penalty: 2595.061035
	Iteration 39Q: 3 clusters Score -324126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -324129.156250 Penalty: 2595.061035
	Iteration 40F: 3 clusters Score -324129.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -324130.031250 Penalty: 2595.061035
	Iteration 41Q: 3 clusters Score -324130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -324134.250000 Penalty: 2595.061035
	Iteration 42Q: 3 clusters Score -324134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -324139.968750 Penalty: 2595.061035
	Iteration 43Q: 3 clusters Score -324140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -324143.937500 Penalty: 2595.061035
	Iteration 44Q: 3 clusters Score -324143.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -324146.656250 Penalty: 2595.061035
	Iteration 45Q: 3 clusters Score -324146.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -324148.375000 Penalty: 2595.061035
	Iteration 46Q: 3 clusters Score -324148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -324149.781250 Penalty: 2595.061035
	Iteration 47Q: 3 clusters Score -324149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -324151.687500 Penalty: 2595.061035
	Iteration 48Q: 3 clusters Score -324151.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -324153.250000 Penalty: 2595.061035
	Iteration 49Q: 3 clusters Score -324153.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -324153.968750 Penalty: 2595.061035
	Iteration 50Q: 3 clusters Score -324154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -324155.125000 Penalty: 2595.061035
	Iteration 51Q: 3 clusters Score -324155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -324156.156250 Penalty: 2595.061035
	Iteration 52Q: 3 clusters Score -324156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -324156.875000 Penalty: 2595.061035
	Iteration 53Q: 3 clusters Score -324156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -324156.875000 Penalty: 2595.061035
	Iteration 54F: 3 clusters Score -324156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -41117.796875 Penalty: 979.203247
	Iteration 0F: 2 clusters Score -41117.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40184.656250 Penalty: 1958.406494
	Iteration 0F: 3 clusters Score -40184.66 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40359.109375 Penalty: 1958.406494
	Iteration 1F: 3 clusters Score -40359.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40415.050781 Penalty: 1958.406494
	Iteration 2F: 3 clusters Score -40415.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40439.656250 Penalty: 1958.406494
	Iteration 3Q: 3 clusters Score -40439.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40449.382812 Penalty: 1958.406494
	Iteration 4Q: 3 clusters Score -40449.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40457.078125 Penalty: 1958.406494
	Iteration 5Q: 3 clusters Score -40457.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40459.593750 Penalty: 1958.406494
	Iteration 6Q: 3 clusters Score -40459.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40461.687500 Penalty: 1958.406494
	Iteration 7Q: 3 clusters Score -40461.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40463.769531 Penalty: 1958.406494
	Iteration 8Q: 3 clusters Score -40463.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40472.191406 Penalty: 1958.406494
	Iteration 9Q: 3 clusters Score -40472.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40482.378906 Penalty: 1958.406494
	Iteration 10Q: 3 clusters Score -40482.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40493.148438 Penalty: 1958.406494
	Iteration 11Q: 3 clusters Score -40493.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40497.527344 Penalty: 1958.406494
	Iteration 12Q: 3 clusters Score -40497.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40505.042969 Penalty: 1958.406494
	Iteration 13Q: 3 clusters Score -40505.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40517.808594 Penalty: 1958.406494
	Iteration 14Q: 3 clusters Score -40517.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40548.250000 Penalty: 1958.406494
	Iteration 15Q: 3 clusters Score -40548.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40557.742188 Penalty: 1958.406494
	Iteration 16Q: 3 clusters Score -40557.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40561.394531 Penalty: 1958.406494
	Iteration 17Q: 3 clusters Score -40561.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40564.851562 Penalty: 1958.406494
	Iteration 18Q: 3 clusters Score -40564.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40571.335938 Penalty: 1958.406494
	Iteration 19Q: 3 clusters Score -40571.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40581.023438 Penalty: 1958.406494
	Iteration 20F: 3 clusters Score -40581.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40585.746094 Penalty: 1958.406494
	Iteration 21Q: 3 clusters Score -40585.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -40585.746094 Penalty: 1958.406494
	Iteration 22F: 3 clusters Score -40585.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -13178.295898 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -13178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12601.858398 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -12601.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12717.119141 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -12717.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12759.182617 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -12759.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12784.936523 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -12784.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12785.509766 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -12785.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12787.947266 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -12787.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12788.750977 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -12788.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12788.750977 Penalty: 1689.511475
	Iteration 7F: 3 clusters Score -12788.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -421002.656250 Penalty: 1332.992432
	Iteration 0F: 2 clusters Score -421002.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -417892.875000 Penalty: 2665.984863
	Iteration 0F: 3 clusters Score -417892.9 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -418690.343750 Penalty: 2665.984863
	Iteration 1F: 3 clusters Score -418690.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -418874.062500 Penalty: 2665.984863
	Iteration 2F: 3 clusters Score -418874.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -418980.125000 Penalty: 2665.984863
	Iteration 3F: 3 clusters Score -418980.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -419053.250000 Penalty: 2665.984863
	Iteration 4Q: 3 clusters Score -419053.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -419094.593750 Penalty: 2665.984863
	Iteration 5Q: 3 clusters Score -419094.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -419121.531250 Penalty: 2665.984863
	Iteration 6Q: 3 clusters Score -419121.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -419140.468750 Penalty: 2665.984863
	Iteration 7Q: 3 clusters Score -419140.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -419152.625000 Penalty: 2665.984863
	Iteration 8Q: 3 clusters Score -419152.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -419162.437500 Penalty: 2665.984863
	Iteration 9Q: 3 clusters Score -419162.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -419169.125000 Penalty: 2665.984863
	Iteration 10Q: 3 clusters Score -419169.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -419174.718750 Penalty: 2665.984863
	Iteration 11Q: 3 clusters Score -419174.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -419180.437500 Penalty: 2665.984863
	Iteration 12Q: 3 clusters Score -419180.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -419187.625000 Penalty: 2665.984863
	Iteration 13Q: 3 clusters Score -419187.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -419194.500000 Penalty: 2665.984863
	Iteration 14Q: 3 clusters Score -419194.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -419197.125000 Penalty: 2665.984863
	Iteration 15Q: 3 clusters Score -419197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -419198.531250 Penalty: 2665.984863
	Iteration 16Q: 3 clusters Score -419198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -419200.156250 Penalty: 2665.984863
	Iteration 17Q: 3 clusters Score -419200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -419201.375000 Penalty: 2665.984863
	Iteration 18Q: 3 clusters Score -419201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -419203.000000 Penalty: 2665.984863
	Iteration 19Q: 3 clusters Score -419203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -419205.093750 Penalty: 2665.984863
	Iteration 20F: 3 clusters Score -419205.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -419205.562500 Penalty: 2665.984863
	Iteration 21Q: 3 clusters Score -419205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -419206.687500 Penalty: 2665.984863
	Iteration 22Q: 3 clusters Score -419206.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -419206.468750 Penalty: 2665.984863
	Iteration 23Q: 3 clusters Score -419206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -419207.468750 Penalty: 2665.984863
	Iteration 24Q: 3 clusters Score -419207.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -419207.468750 Penalty: 2665.984863
	Iteration 25F: 3 clusters Score -419207.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Entering Unmasked Estep 
Score: -3180472.250000 Penalty: 1665.903198
	Iteration 0F: 2 clusters Score -3180472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3161252.750000 Penalty: 3331.806396
	Iteration 0F: 3 clusters Score -3161253 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3168525.750000 Penalty: 3331.806396
	Iteration 1F: 3 clusters Score -3168526 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3168996.750000 Penalty: 3331.806396
	Iteration 2Q: 3 clusters Score -3168997 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3169446.750000 Penalty: 3331.806396
	Iteration 3Q: 3 clusters Score -3169447 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3170097.000000 Penalty: 3331.806396
	Iteration 4Q: 3 clusters Score -3170097 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3170994.500000 Penalty: 3331.806396
	Iteration 5F: 3 clusters Score -3170994 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3172219.000000 Penalty: 3331.806396
	Iteration 6F: 3 clusters Score -3172219 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3173819.250000 Penalty: 3331.806396
	Iteration 7F: 3 clusters Score -3173819 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3175539.000000 Penalty: 3331.806396
	Iteration 8F: 3 clusters Score -3175539 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3176892.000000 Penalty: 3331.806396
	Iteration 9F: 3 clusters Score -3176892 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3177790.750000 Penalty: 3331.806396
	Iteration 10Q: 3 clusters Score -3177791 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3178317.000000 Penalty: 3331.806396
	Iteration 11Q: 3 clusters Score -3178317 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3178595.250000 Penalty: 3331.806396
	Iteration 12Q: 3 clusters Score -3178595 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3178737.250000 Penalty: 3331.806396
	Iteration 13Q: 3 clusters Score -3178737 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3178820.500000 Penalty: 3331.806396
	Iteration 14Q: 3 clusters Score -3178820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3178862.000000 Penalty: 3331.806396
	Iteration 15Q: 3 clusters Score -3178862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3178913.250000 Penalty: 3331.806396
	Iteration 16Q: 3 clusters Score -3178913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3178930.250000 Penalty: 3331.806396
	Iteration 17Q: 3 clusters Score -3178930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3178945.250000 Penalty: 3331.806396
	Iteration 18Q: 3 clusters Score -3178945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3178966.500000 Penalty: 3331.806396
	Iteration 19Q: 3 clusters Score -3178966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3178980.500000 Penalty: 3331.806396
	Iteration 20F: 3 clusters Score -3178980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3178987.250000 Penalty: 3331.806396
	Iteration 21Q: 3 clusters Score -3178987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3178992.250000 Penalty: 3331.806396
	Iteration 22Q: 3 clusters Score -3178992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3178997.500000 Penalty: 3331.806396
	Iteration 23Q: 3 clusters Score -3178998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -3178997.250000 Penalty: 3331.806396
	Iteration 24Q: 3 clusters Score -3178997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3178998.000000 Penalty: 3331.806396
	Iteration 25Q: 3 clusters Score -3178998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -3179002.500000 Penalty: 3331.806396
	Iteration 26Q: 3 clusters Score -3179002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3179004.500000 Penalty: 3331.806396
	Iteration 27Q: 3 clusters Score -3179004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3179010.500000 Penalty: 3331.806396
	Iteration 28Q: 3 clusters Score -3179010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3179011.750000 Penalty: 3331.806396
	Iteration 29Q: 3 clusters Score -3179012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -3179012.500000 Penalty: 3331.806396
	Iteration 30Q: 3 clusters Score -3179012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3179014.000000 Penalty: 3331.806396
	Iteration 31Q: 3 clusters Score -3179014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3179014.000000 Penalty: 3331.806396
	Iteration 32F: 3 clusters Score -3179014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -551552.187500 Penalty: 1383.555664
	Iteration 0F: 2 clusters Score -551552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -547653.562500 Penalty: 2767.111328
	Iteration 0F: 3 clusters Score -547653.6 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -548757.875000 Penalty: 2767.111328
	Iteration 1F: 3 clusters Score -548757.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -548923.687500 Penalty: 2767.111328
	Iteration 2F: 3 clusters Score -548923.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -549062.750000 Penalty: 2767.111328
	Iteration 3F: 3 clusters Score -549062.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -549170.687500 Penalty: 2767.111328
	Iteration 4Q: 3 clusters Score -549170.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -549299.687500 Penalty: 2767.111328
	Iteration 5Q: 3 clusters Score -549299.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -549410.062500 Penalty: 2767.111328
	Iteration 6Q: 3 clusters Score -549410.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -549513.250000 Penalty: 2767.111328
	Iteration 7Q: 3 clusters Score -549513.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -549624.437500 Penalty: 2767.111328
	Iteration 8Q: 3 clusters Score -549624.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -549721.937500 Penalty: 2767.111328
	Iteration 9Q: 3 clusters Score -549721.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -549826.687500 Penalty: 2767.111328
	Iteration 10Q: 3 clusters Score -549826.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -549926.437500 Penalty: 2767.111328
	Iteration 11Q: 3 clusters Score -549926.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -550011.312500 Penalty: 2767.111328
	Iteration 12Q: 3 clusters Score -550011.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -550068.625000 Penalty: 2767.111328
	Iteration 13Q: 3 clusters Score -550068.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -550122.750000 Penalty: 2767.111328
	Iteration 14Q: 3 clusters Score -550122.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -550179.437500 Penalty: 2767.111328
	Iteration 15Q: 3 clusters Score -550179.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -550217.937500 Penalty: 2767.111328
	Iteration 16Q: 3 clusters Score -550217.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -550243.437500 Penalty: 2767.111328
	Iteration 17Q: 3 clusters Score -550243.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -550271.937500 Penalty: 2767.111328
	Iteration 18Q: 3 clusters Score -550271.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -550307.625000 Penalty: 2767.111328
	Iteration 19Q: 3 clusters Score -550307.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -550330.562500 Penalty: 2767.111328
	Iteration 20F: 3 clusters Score -550330.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -550357.750000 Penalty: 2767.111328
	Iteration 21Q: 3 clusters Score -550357.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -550386.625000 Penalty: 2767.111328
	Iteration 22Q: 3 clusters Score -550386.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -550404.000000 Penalty: 2767.111328
	Iteration 23Q: 3 clusters Score -550404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -550411.937500 Penalty: 2767.111328
	Iteration 24Q: 3 clusters Score -550411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -550416.187500 Penalty: 2767.111328
	Iteration 25Q: 3 clusters Score -550416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -550421.875000 Penalty: 2767.111328
	Iteration 26Q: 3 clusters Score -550421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -550425.875000 Penalty: 2767.111328
	Iteration 27Q: 3 clusters Score -550425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -550429.625000 Penalty: 2767.111328
	Iteration 28Q: 3 clusters Score -550429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -550430.812500 Penalty: 2767.111328
	Iteration 29Q: 3 clusters Score -550430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -550432.625000 Penalty: 2767.111328
	Iteration 30Q: 3 clusters Score -550432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -550434.750000 Penalty: 2767.111328
	Iteration 31Q: 3 clusters Score -550434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -550436.875000 Penalty: 2767.111328
	Iteration 32Q: 3 clusters Score -550436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -550438.250000 Penalty: 2767.111328
	Iteration 33Q: 3 clusters Score -550438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -550439.125000 Penalty: 2767.111328
	Iteration 34Q: 3 clusters Score -550439.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -550439.125000 Penalty: 2767.111328
	Iteration 35F: 3 clusters Score -550439.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Entering Unmasked Estep 
Score: -1289284.625000 Penalty: 1515.950073
	Iteration 0F: 2 clusters Score -1289285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1281369.875000 Penalty: 3031.900146
	Iteration 0F: 3 clusters Score -1281370 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1284036.750000 Penalty: 3031.900146
	Iteration 1F: 3 clusters Score -1284037 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1284318.000000 Penalty: 3031.900146
	Iteration 2F: 3 clusters Score -1284318 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1284542.750000 Penalty: 3031.900146
	Iteration 3Q: 3 clusters Score -1284543 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1284705.375000 Penalty: 3031.900146
	Iteration 4Q: 3 clusters Score -1284705 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1284842.875000 Penalty: 3031.900146
	Iteration 5Q: 3 clusters Score -1284843 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1284948.000000 Penalty: 3031.900146
	Iteration 6Q: 3 clusters Score -1284948 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1285041.500000 Penalty: 3031.900146
	Iteration 7Q: 3 clusters Score -1285042 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1285130.875000 Penalty: 3031.900146
	Iteration 8Q: 3 clusters Score -1285131 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1285217.875000 Penalty: 3031.900146
	Iteration 9Q: 3 clusters Score -1285218 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1285328.250000 Penalty: 3031.900146
	Iteration 10Q: 3 clusters Score -1285328 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1285455.125000 Penalty: 3031.900146
	Iteration 11Q: 3 clusters Score -1285455 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1285596.250000 Penalty: 3031.900146
	Iteration 12Q: 3 clusters Score -1285596 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1285764.500000 Penalty: 3031.900146
	Iteration 13Q: 3 clusters Score -1285764 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1285993.500000 Penalty: 3031.900146
	Iteration 14Q: 3 clusters Score -1285994 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1286256.875000 Penalty: 3031.900146
	Iteration 15Q: 3 clusters Score -1286257 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1286533.125000 Penalty: 3031.900146
	Iteration 16Q: 3 clusters Score -1286533 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1286808.750000 Penalty: 3031.900146
	Iteration 17Q: 3 clusters Score -1286809 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1287065.750000 Penalty: 3031.900146
	Iteration 18Q: 3 clusters Score -1287066 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1287340.250000 Penalty: 3031.900146
	Iteration 19Q: 3 clusters Score -1287340 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1287612.000000 Penalty: 3031.900146
	Iteration 20F: 3 clusters Score -1287612 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1287838.875000 Penalty: 3031.900146
	Iteration 21Q: 3 clusters Score -1287839 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1288018.375000 Penalty: 3031.900146
	Iteration 22Q: 3 clusters Score -1288018 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1288168.875000 Penalty: 3031.900146
	Iteration 23Q: 3 clusters Score -1288169 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1288261.250000 Penalty: 3031.900146
	Iteration 24Q: 3 clusters Score -1288261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1288328.750000 Penalty: 3031.900146
	Iteration 25Q: 3 clusters Score -1288329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1288371.625000 Penalty: 3031.900146
	Iteration 26Q: 3 clusters Score -1288372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1288396.125000 Penalty: 3031.900146
	Iteration 27Q: 3 clusters Score -1288396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1288414.750000 Penalty: 3031.900146
	Iteration 28Q: 3 clusters Score -1288415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1288436.375000 Penalty: 3031.900146
	Iteration 29Q: 3 clusters Score -1288436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1288453.250000 Penalty: 3031.900146
	Iteration 30Q: 3 clusters Score -1288453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1288466.875000 Penalty: 3031.900146
	Iteration 31Q: 3 clusters Score -1288467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1288477.250000 Penalty: 3031.900146
	Iteration 32Q: 3 clusters Score -1288477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1288497.000000 Penalty: 3031.900146
	Iteration 33Q: 3 clusters Score -1288497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1288513.625000 Penalty: 3031.900146
	Iteration 34Q: 3 clusters Score -1288514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1288523.875000 Penalty: 3031.900146
	Iteration 35Q: 3 clusters Score -1288524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1288533.375000 Penalty: 3031.900146
	Iteration 36Q: 3 clusters Score -1288533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1288545.375000 Penalty: 3031.900146
	Iteration 37Q: 3 clusters Score -1288545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1288561.250000 Penalty: 3031.900146
	Iteration 38Q: 3 clusters Score -1288561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1288591.875000 Penalty: 3031.900146
	Iteration 39Q: 3 clusters Score -1288592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1288630.750000 Penalty: 3031.900146
	Iteration 40F: 3 clusters Score -1288631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1288659.375000 Penalty: 3031.900146
	Iteration 41Q: 3 clusters Score -1288659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1288675.000000 Penalty: 3031.900146
	Iteration 42Q: 3 clusters Score -1288675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1288683.250000 Penalty: 3031.900146
	Iteration 43Q: 3 clusters Score -1288683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1288697.500000 Penalty: 3031.900146
	Iteration 44Q: 3 clusters Score -1288698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1288708.625000 Penalty: 3031.900146
	Iteration 45Q: 3 clusters Score -1288709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1288720.750000 Penalty: 3031.900146
	Iteration 46Q: 3 clusters Score -1288721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1288726.875000 Penalty: 3031.900146
	Iteration 47Q: 3 clusters Score -1288727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1288732.625000 Penalty: 3031.900146
	Iteration 48Q: 3 clusters Score -1288733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1288738.125000 Penalty: 3031.900146
	Iteration 49Q: 3 clusters Score -1288738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1288749.500000 Penalty: 3031.900146
	Iteration 50Q: 3 clusters Score -1288750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1288761.125000 Penalty: 3031.900146
	Iteration 51Q: 3 clusters Score -1288761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1288769.875000 Penalty: 3031.900146
	Iteration 52Q: 3 clusters Score -1288770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1288783.500000 Penalty: 3031.900146
	Iteration 53Q: 3 clusters Score -1288784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1288789.875000 Penalty: 3031.900146
	Iteration 54Q: 3 clusters Score -1288790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1288801.000000 Penalty: 3031.900146
	Iteration 55Q: 3 clusters Score -1288801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1288806.750000 Penalty: 3031.900146
	Iteration 56Q: 3 clusters Score -1288807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1288810.125000 Penalty: 3031.900146
	Iteration 57Q: 3 clusters Score -1288810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1288814.500000 Penalty: 3031.900146
	Iteration 58Q: 3 clusters Score -1288814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1288820.000000 Penalty: 3031.900146
	Iteration 59Q: 3 clusters Score -1288820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1288826.750000 Penalty: 3031.900146
	Iteration 60F: 3 clusters Score -1288827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1288837.250000 Penalty: 3031.900146
	Iteration 61Q: 3 clusters Score -1288837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1288843.875000 Penalty: 3031.900146
	Iteration 62Q: 3 clusters Score -1288844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1288851.000000 Penalty: 3031.900146
	Iteration 63Q: 3 clusters Score -1288851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1288855.125000 Penalty: 3031.900146
	Iteration 64Q: 3 clusters Score -1288855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1288856.125000 Penalty: 3031.900146
	Iteration 65Q: 3 clusters Score -1288856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1288856.750000 Penalty: 3031.900146
	Iteration 66Q: 3 clusters Score -1288857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1288856.250000 Penalty: 3031.900146
	Iteration 67Q: 3 clusters Score -1288856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1288856.250000 Penalty: 3031.900146
	Iteration 68F: 3 clusters Score -1288856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (111377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111377 members 
Entering Unmasked Estep 
Score: -13050417.000000 Penalty: 1888.359863
	Iteration 0F: 2 clusters Score -1.305042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -12979615.000000 Penalty: 3776.719727
	Iteration 0F: 3 clusters Score -1.297962e+07 nChanged 53561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -13010923.000000 Penalty: 3776.719727
	Iteration 1F: 3 clusters Score -1.301092e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -13011801.000000 Penalty: 3776.719727
	Iteration 2Q: 3 clusters Score -1.30118e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -13012960.000000 Penalty: 3776.719727
	Iteration 3Q: 3 clusters Score -1.301296e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -13015064.000000 Penalty: 3776.719727
	Iteration 4Q: 3 clusters Score -1.301506e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -13018655.000000 Penalty: 3776.719727
	Iteration 5F: 3 clusters Score -1.301866e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -13024231.000000 Penalty: 3776.719727
	Iteration 6F: 3 clusters Score -1.302423e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91918 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -13031738.000000 Penalty: 3776.719727
	Iteration 7F: 3 clusters Score -1.303174e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100352 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -13038860.000000 Penalty: 3776.719727
	Iteration 8F: 3 clusters Score -1.303886e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -13044865.000000 Penalty: 3776.719727
	Iteration 9F: 3 clusters Score -1.304486e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109468 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -13047424.000000 Penalty: 3776.719727
	Iteration 10Q: 3 clusters Score -1.304742e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110711 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -13048341.000000 Penalty: 3776.719727
	Iteration 11Q: 3 clusters Score -1.304834e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -13048596.000000 Penalty: 3776.719727
	Iteration 12Q: 3 clusters Score -1.30486e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13048705.000000 Penalty: 3776.719727
	Iteration 13Q: 3 clusters Score -1.30487e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13048753.000000 Penalty: 3776.719727
	Iteration 14Q: 3 clusters Score -1.304875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13048786.000000 Penalty: 3776.719727
	Iteration 15Q: 3 clusters Score -1.304879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13048791.000000 Penalty: 3776.719727
	Iteration 16Q: 3 clusters Score -1.304879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13048791.000000 Penalty: 3776.719727
	Iteration 17Q: 3 clusters Score -1.304879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13048794.000000 Penalty: 3776.719727
	Iteration 18Q: 3 clusters Score -1.304879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13048800.000000 Penalty: 3776.719727
	Iteration 19Q: 3 clusters Score -1.30488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13048809.000000 Penalty: 3776.719727
	Iteration 20F: 3 clusters Score -1.304881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111209 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13048802.000000 Penalty: 3776.719727
	Iteration 21Q: 3 clusters Score -1.30488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111211 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13048804.000000 Penalty: 3776.719727
	Iteration 22Q: 3 clusters Score -1.30488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13048809.000000 Penalty: 3776.719727
	Iteration 23Q: 3 clusters Score -1.304881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13048809.000000 Penalty: 3776.719727
	Iteration 24F: 3 clusters Score -1.304881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Entering Unmasked Estep 
Score: -433826.718750 Penalty: 1336.948486
	Iteration 0F: 2 clusters Score -433826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -430609.437500 Penalty: 2673.896973
	Iteration 0F: 3 clusters Score -430609.4 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -431392.906250 Penalty: 2673.896973
	Iteration 1F: 3 clusters Score -431392.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -431565.968750 Penalty: 2673.896973
	Iteration 2F: 3 clusters Score -431566 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -431659.125000 Penalty: 2673.896973
	Iteration 3Q: 3 clusters Score -431659.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -431725.343750 Penalty: 2673.896973
	Iteration 4Q: 3 clusters Score -431725.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -431773.375000 Penalty: 2673.896973
	Iteration 5Q: 3 clusters Score -431773.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -431829.437500 Penalty: 2673.896973
	Iteration 6Q: 3 clusters Score -431829.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -431898.093750 Penalty: 2673.896973
	Iteration 7Q: 3 clusters Score -431898.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -431976.093750 Penalty: 2673.896973
	Iteration 8Q: 3 clusters Score -431976.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -432067.656250 Penalty: 2673.896973
	Iteration 9Q: 3 clusters Score -432067.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -432164.562500 Penalty: 2673.896973
	Iteration 10Q: 3 clusters Score -432164.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -432258.656250 Penalty: 2673.896973
	Iteration 11Q: 3 clusters Score -432258.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -432347.343750 Penalty: 2673.896973
	Iteration 12Q: 3 clusters Score -432347.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -432420.187500 Penalty: 2673.896973
	Iteration 13Q: 3 clusters Score -432420.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -432493.656250 Penalty: 2673.896973
	Iteration 14Q: 3 clusters Score -432493.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -432557.156250 Penalty: 2673.896973
	Iteration 15Q: 3 clusters Score -432557.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -432610.156250 Penalty: 2673.896973
	Iteration 16Q: 3 clusters Score -432610.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -432672.250000 Penalty: 2673.896973
	Iteration 17Q: 3 clusters Score -432672.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -432726.375000 Penalty: 2673.896973
	Iteration 18Q: 3 clusters Score -432726.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -432770.406250 Penalty: 2673.896973
	Iteration 19Q: 3 clusters Score -432770.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -432809.781250 Penalty: 2673.896973
	Iteration 20F: 3 clusters Score -432809.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -432840.781250 Penalty: 2673.896973
	Iteration 21Q: 3 clusters Score -432840.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -432862.750000 Penalty: 2673.896973
	Iteration 22Q: 3 clusters Score -432862.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -432890.062500 Penalty: 2673.896973
	Iteration 23Q: 3 clusters Score -432890.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -432904.656250 Penalty: 2673.896973
	Iteration 24Q: 3 clusters Score -432904.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -432917.406250 Penalty: 2673.896973
	Iteration 25Q: 3 clusters Score -432917.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -432935.312500 Penalty: 2673.896973
	Iteration 26Q: 3 clusters Score -432935.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -432947.281250 Penalty: 2673.896973
	Iteration 27Q: 3 clusters Score -432947.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -432953.156250 Penalty: 2673.896973
	Iteration 28Q: 3 clusters Score -432953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -432957.187500 Penalty: 2673.896973
	Iteration 29Q: 3 clusters Score -432957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -432958.531250 Penalty: 2673.896973
	Iteration 30Q: 3 clusters Score -432958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -432960.218750 Penalty: 2673.896973
	Iteration 31Q: 3 clusters Score -432960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -432960.000000 Penalty: 2673.896973
	Iteration 32Q: 3 clusters Score -432960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -432960.000000 Penalty: 2673.896973
	Iteration 33F: 3 clusters Score -432960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (101663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Entering Unmasked Estep 
Score: -11850022.000000 Penalty: 1873.530518
	Iteration 0F: 2 clusters Score -1.185002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -11785374.000000 Penalty: 3747.061035
	Iteration 0F: 3 clusters Score -1.178537e+07 nChanged 48520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -11814516.000000 Penalty: 3747.061035
	Iteration 1F: 3 clusters Score -1.181452e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -11816376.000000 Penalty: 3747.061035
	Iteration 2Q: 3 clusters Score -1.181638e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -11819404.000000 Penalty: 3747.061035
	Iteration 3F: 3 clusters Score -1.18194e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -11823811.000000 Penalty: 3747.061035
	Iteration 4F: 3 clusters Score -1.182381e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -11828942.000000 Penalty: 3747.061035
	Iteration 5F: 3 clusters Score -1.182894e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
Score: -11834676.000000 Penalty: 3747.061035
	Iteration 6F: 3 clusters Score -1.183468e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -11839417.000000 Penalty: 3747.061035
	Iteration 7F: 3 clusters Score -1.183942e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -11841867.000000 Penalty: 3747.061035
	Iteration 8Q: 3 clusters Score -1.184187e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -11843256.000000 Penalty: 3747.061035
	Iteration 9Q: 3 clusters Score -1.184326e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -11844158.000000 Penalty: 3747.061035
	Iteration 10Q: 3 clusters Score -1.184416e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 81997 members 
Entering Unmasked Estep 
Score: -11844932.000000 Penalty: 3747.061035
	Iteration 11Q: 3 clusters Score -1.184493e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -11845644.000000 Penalty: 3747.061035
	Iteration 12Q: 3 clusters Score -1.184564e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 85339 members 
Entering Unmasked Estep 
Score: -11846244.000000 Penalty: 3747.061035
	Iteration 13Q: 3 clusters Score -1.184624e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -11846704.000000 Penalty: 3747.061035
	Iteration 14Q: 3 clusters Score -1.18467e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -11847250.000000 Penalty: 3747.061035
	Iteration 15Q: 3 clusters Score -1.184725e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 89441 members 
Entering Unmasked Estep 
Score: -11847589.000000 Penalty: 3747.061035
	Iteration 16Q: 3 clusters Score -1.184759e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -11847832.000000 Penalty: 3747.061035
	Iteration 17Q: 3 clusters Score -1.184783e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -11848082.000000 Penalty: 3747.061035
	Iteration 18Q: 3 clusters Score -1.184808e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -11848260.000000 Penalty: 3747.061035
	Iteration 19Q: 3 clusters Score -1.184826e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 93505 members 
Entering Unmasked Estep 
Score: -11848531.000000 Penalty: 3747.061035
	Iteration 20F: 3 clusters Score -1.184853e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -11848654.000000 Penalty: 3747.061035
	Iteration 21Q: 3 clusters Score -1.184865e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -11848824.000000 Penalty: 3747.061035
	Iteration 22Q: 3 clusters Score -1.184882e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 95573 members 
Entering Unmasked Estep 
Score: -11848943.000000 Penalty: 3747.061035
	Iteration 23Q: 3 clusters Score -1.184894e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -11849012.000000 Penalty: 3747.061035
	Iteration 24Q: 3 clusters Score -1.184901e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -11849090.000000 Penalty: 3747.061035
	Iteration 25Q: 3 clusters Score -1.184909e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -11849123.000000 Penalty: 3747.061035
	Iteration 26Q: 3 clusters Score -1.184912e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -11849139.000000 Penalty: 3747.061035
	Iteration 27Q: 3 clusters Score -1.184914e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -11849185.000000 Penalty: 3747.061035
	Iteration 28Q: 3 clusters Score -1.184918e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 97763 members 
Entering Unmasked Estep 
Score: -11849281.000000 Penalty: 3747.061035
	Iteration 29Q: 3 clusters Score -1.184928e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 97967 members 
Entering Unmasked Estep 
Score: -11849314.000000 Penalty: 3747.061035
	Iteration 30Q: 3 clusters Score -1.184931e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -11849299.000000 Penalty: 3747.061035
	Iteration 31Q: 3 clusters Score -1.18493e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 98294 members 
Entering Unmasked Estep 
Score: -11849291.000000 Penalty: 3747.061035
	Iteration 32Q: 3 clusters Score -1.184929e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
Score: -11849291.000000 Penalty: 3747.061035
	Iteration 33Q: 3 clusters Score -1.184929e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -11849281.000000 Penalty: 3747.061035
	Iteration 34Q: 3 clusters Score -1.184928e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 98653 members 
Entering Unmasked Estep 
Score: -11849283.000000 Penalty: 3747.061035
	Iteration 35Q: 3 clusters Score -1.184928e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -11849263.000000 Penalty: 3747.061035
	Iteration 36Q: 3 clusters Score -1.184926e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -11849272.000000 Penalty: 3747.061035
	Iteration 37Q: 3 clusters Score -1.184927e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -11849266.000000 Penalty: 3747.061035
	Iteration 38Q: 3 clusters Score -1.184927e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 98903 members 
Entering Unmasked Estep 
Score: -11849257.000000 Penalty: 3747.061035
	Iteration 39Q: 3 clusters Score -1.184926e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -11849255.000000 Penalty: 3747.061035
	Iteration 40F: 3 clusters Score -1.184926e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -11849261.000000 Penalty: 3747.061035
	Iteration 41Q: 3 clusters Score -1.184926e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -11849265.000000 Penalty: 3747.061035
	Iteration 42Q: 3 clusters Score -1.184926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -11849267.000000 Penalty: 3747.061035
	Iteration 43Q: 3 clusters Score -1.184927e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -11849280.000000 Penalty: 3747.061035
	Iteration 44Q: 3 clusters Score -1.184928e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -11849291.000000 Penalty: 3747.061035
	Iteration 45Q: 3 clusters Score -1.184929e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 99170 members 
Entering Unmasked Estep 
Score: -11849283.000000 Penalty: 3747.061035
	Iteration 46Q: 3 clusters Score -1.184928e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -11849306.000000 Penalty: 3747.061035
	Iteration 47Q: 3 clusters Score -1.184931e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -11849294.000000 Penalty: 3747.061035
	Iteration 48Q: 3 clusters Score -1.184929e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -11849298.000000 Penalty: 3747.061035
	Iteration 49Q: 3 clusters Score -1.18493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -11849321.000000 Penalty: 3747.061035
	Iteration 50Q: 3 clusters Score -1.184932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -11849329.000000 Penalty: 3747.061035
	Iteration 51Q: 3 clusters Score -1.184933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 99352 members 
Entering Unmasked Estep 
Score: -11849310.000000 Penalty: 3747.061035
	Iteration 52Q: 3 clusters Score -1.184931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -11849322.000000 Penalty: 3747.061035
	Iteration 53Q: 3 clusters Score -1.184932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 99391 members 
Entering Unmasked Estep 
Score: -11849326.000000 Penalty: 3747.061035
	Iteration 54Q: 3 clusters Score -1.184933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 99399 members 
Entering Unmasked Estep 
Score: -11849324.000000 Penalty: 3747.061035
	Iteration 55Q: 3 clusters Score -1.184932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -11849327.000000 Penalty: 3747.061035
	Iteration 56Q: 3 clusters Score -1.184933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -11849329.000000 Penalty: 3747.061035
	Iteration 57Q: 3 clusters Score -1.184933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 99421 members 
Entering Unmasked Estep 
Score: -11849331.000000 Penalty: 3747.061035
	Iteration 58Q: 3 clusters Score -1.184933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 99427 members 
Entering Unmasked Estep 
Score: -11849327.000000 Penalty: 3747.061035
	Iteration 59Q: 3 clusters Score -1.184933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -11849329.000000 Penalty: 3747.061035
	Iteration 60F: 3 clusters Score -1.184933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 99437 members 
Entering Unmasked Estep 
Score: -11849332.000000 Penalty: 3747.061035
	Iteration 61Q: 3 clusters Score -1.184933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 99443 members 
Entering Unmasked Estep 
Score: -11849332.000000 Penalty: 3747.061035
	Iteration 62Q: 3 clusters Score -1.184933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 99449 members 
Entering Unmasked Estep 
Score: -11849328.000000 Penalty: 3747.061035
	Iteration 63Q: 3 clusters Score -1.184933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 99453 members 
Entering Unmasked Estep 
Score: -11849326.000000 Penalty: 3747.061035
	Iteration 64Q: 3 clusters Score -1.184933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -11849323.000000 Penalty: 3747.061035
	Iteration 65Q: 3 clusters Score -1.184932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 99463 members 
Entering Unmasked Estep 
Score: -11849319.000000 Penalty: 3747.061035
	Iteration 66Q: 3 clusters Score -1.184932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -11849320.000000 Penalty: 3747.061035
	Iteration 67Q: 3 clusters Score -1.184932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -11849326.000000 Penalty: 3747.061035
	Iteration 68Q: 3 clusters Score -1.184933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 99480 members 
Entering Unmasked Estep 
Score: -11849320.000000 Penalty: 3747.061035
	Iteration 69Q: 3 clusters Score -1.184932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 99482 members 
Entering Unmasked Estep 
Score: -11849318.000000 Penalty: 3747.061035
	Iteration 70Q: 3 clusters Score -1.184932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -11849320.000000 Penalty: 3747.061035
	Iteration 71Q: 3 clusters Score -1.184932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -11849319.000000 Penalty: 3747.061035
	Iteration 72Q: 3 clusters Score -1.184932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -11849318.000000 Penalty: 3747.061035
	Iteration 73Q: 3 clusters Score -1.184932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -11849318.000000 Penalty: 3747.061035
	Iteration 74F: 3 clusters Score -1.184932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Entering Unmasked Estep 
Score: -3048138.750000 Penalty: 1653.065918
	Iteration 0F: 2 clusters Score -3048139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3030403.250000 Penalty: 3306.131836
	Iteration 0F: 3 clusters Score -3030403 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3037541.500000 Penalty: 3306.131836
	Iteration 1F: 3 clusters Score -3037542 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3038683.500000 Penalty: 3306.131836
	Iteration 2F: 3 clusters Score -3038684 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3040341.750000 Penalty: 3306.131836
	Iteration 3F: 3 clusters Score -3040342 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3042139.500000 Penalty: 3306.131836
	Iteration 4F: 3 clusters Score -3042140 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3043832.750000 Penalty: 3306.131836
	Iteration 5F: 3 clusters Score -3043833 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3045186.750000 Penalty: 3306.131836
	Iteration 6F: 3 clusters Score -3045187 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -3046087.250000 Penalty: 3306.131836
	Iteration 7Q: 3 clusters Score -3046087 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3046561.000000 Penalty: 3306.131836
	Iteration 8Q: 3 clusters Score -3046561 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3046843.500000 Penalty: 3306.131836
	Iteration 9Q: 3 clusters Score -3046844 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3047033.000000 Penalty: 3306.131836
	Iteration 10Q: 3 clusters Score -3047033 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3047175.750000 Penalty: 3306.131836
	Iteration 11Q: 3 clusters Score -3047176 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3047289.500000 Penalty: 3306.131836
	Iteration 12Q: 3 clusters Score -3047290 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -3047383.750000 Penalty: 3306.131836
	Iteration 13Q: 3 clusters Score -3047384 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3047456.500000 Penalty: 3306.131836
	Iteration 14Q: 3 clusters Score -3047456 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3047501.750000 Penalty: 3306.131836
	Iteration 15Q: 3 clusters Score -3047502 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3047548.250000 Penalty: 3306.131836
	Iteration 16Q: 3 clusters Score -3047548 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3047614.000000 Penalty: 3306.131836
	Iteration 17Q: 3 clusters Score -3047614 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3047663.500000 Penalty: 3306.131836
	Iteration 18Q: 3 clusters Score -3047664 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3047690.500000 Penalty: 3306.131836
	Iteration 19Q: 3 clusters Score -3047690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3047710.250000 Penalty: 3306.131836
	Iteration 20F: 3 clusters Score -3047710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3047730.750000 Penalty: 3306.131836
	Iteration 21Q: 3 clusters Score -3047731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3047740.000000 Penalty: 3306.131836
	Iteration 22Q: 3 clusters Score -3047740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3047749.750000 Penalty: 3306.131836
	Iteration 23Q: 3 clusters Score -3047750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3047755.500000 Penalty: 3306.131836
	Iteration 24Q: 3 clusters Score -3047756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -3047772.250000 Penalty: 3306.131836
	Iteration 25Q: 3 clusters Score -3047772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3047777.250000 Penalty: 3306.131836
	Iteration 26Q: 3 clusters Score -3047777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3047779.250000 Penalty: 3306.131836
	Iteration 27Q: 3 clusters Score -3047779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3047785.500000 Penalty: 3306.131836
	Iteration 28Q: 3 clusters Score -3047786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3047791.250000 Penalty: 3306.131836
	Iteration 29Q: 3 clusters Score -3047791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3047793.250000 Penalty: 3306.131836
	Iteration 30Q: 3 clusters Score -3047793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3047786.500000 Penalty: 3306.131836
	Iteration 31Q: 3 clusters Score -3047786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3047786.500000 Penalty: 3306.131836
	Iteration 32Q: 3 clusters Score -3047786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3047783.000000 Penalty: 3306.131836
	Iteration 33Q: 3 clusters Score -3047783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3047786.750000 Penalty: 3306.131836
	Iteration 34Q: 3 clusters Score -3047787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3047790.000000 Penalty: 3306.131836
	Iteration 35Q: 3 clusters Score -3047790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3047787.250000 Penalty: 3306.131836
	Iteration 36Q: 3 clusters Score -3047787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3047789.250000 Penalty: 3306.131836
	Iteration 37Q: 3 clusters Score -3047789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3047794.500000 Penalty: 3306.131836
	Iteration 38Q: 3 clusters Score -3047794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3047795.750000 Penalty: 3306.131836
	Iteration 39Q: 3 clusters Score -3047796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3047796.250000 Penalty: 3306.131836
	Iteration 40F: 3 clusters Score -3047796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3047799.000000 Penalty: 3306.131836
	Iteration 41Q: 3 clusters Score -3047799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3047796.500000 Penalty: 3306.131836
	Iteration 42Q: 3 clusters Score -3047796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3047796.500000 Penalty: 3306.131836
	Iteration 43Q: 3 clusters Score -3047796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3047797.500000 Penalty: 3306.131836
	Iteration 44Q: 3 clusters Score -3047798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3047803.000000 Penalty: 3306.131836
	Iteration 45Q: 3 clusters Score -3047803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3047800.000000 Penalty: 3306.131836
	Iteration 46Q: 3 clusters Score -3047800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3047804.000000 Penalty: 3306.131836
	Iteration 47Q: 3 clusters Score -3047804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3047803.750000 Penalty: 3306.131836
	Iteration 48Q: 3 clusters Score -3047804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3047801.250000 Penalty: 3306.131836
	Iteration 49Q: 3 clusters Score -3047801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3047803.000000 Penalty: 3306.131836
	Iteration 50Q: 3 clusters Score -3047803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3047796.750000 Penalty: 3306.131836
	Iteration 51Q: 3 clusters Score -3047797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3047799.250000 Penalty: 3306.131836
	Iteration 52Q: 3 clusters Score -3047799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3047800.250000 Penalty: 3306.131836
	Iteration 53Q: 3 clusters Score -3047800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3047805.500000 Penalty: 3306.131836
	Iteration 54Q: 3 clusters Score -3047806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3047806.250000 Penalty: 3306.131836
	Iteration 55Q: 3 clusters Score -3047806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -3047798.000000 Penalty: 3306.131836
	Iteration 56Q: 3 clusters Score -3047798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3047804.250000 Penalty: 3306.131836
	Iteration 57Q: 3 clusters Score -3047804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3047804.500000 Penalty: 3306.131836
	Iteration 58Q: 3 clusters Score -3047804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3047804.500000 Penalty: 3306.131836
	Iteration 59F: 3 clusters Score -3047804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -11564.380859 Penalty: 797.107178
	Iteration 0F: 2 clusters Score -11564.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10969.203125 Penalty: 1594.214355
	Iteration 0F: 3 clusters Score -10969.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11033.267578 Penalty: 1594.214355
	Iteration 1F: 3 clusters Score -11033.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11042.444336 Penalty: 1594.214355
	Iteration 2Q: 3 clusters Score -11042.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11042.444336 Penalty: 1594.214355
	Iteration 3F: 3 clusters Score -11042.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Entering Unmasked Estep 
Score: -3824988.500000 Penalty: 1690.771484
	Iteration 0F: 2 clusters Score -3824988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -3802911.750000 Penalty: 3381.542969
	Iteration 0F: 3 clusters Score -3802912 nChanged 15194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3811435.750000 Penalty: 3381.542969
	Iteration 1F: 3 clusters Score -3811436 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3811857.750000 Penalty: 3381.542969
	Iteration 2Q: 3 clusters Score -3811858 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3812246.250000 Penalty: 3381.542969
	Iteration 3Q: 3 clusters Score -3812246 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3812669.750000 Penalty: 3381.542969
	Iteration 4Q: 3 clusters Score -3812670 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3813204.500000 Penalty: 3381.542969
	Iteration 5Q: 3 clusters Score -3813204 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3814020.500000 Penalty: 3381.542969
	Iteration 6Q: 3 clusters Score -3814020 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3815161.250000 Penalty: 3381.542969
	Iteration 7F: 3 clusters Score -3815161 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3816595.250000 Penalty: 3381.542969
	Iteration 8F: 3 clusters Score -3816595 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3818062.750000 Penalty: 3381.542969
	Iteration 9F: 3 clusters Score -3818063 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3819287.250000 Penalty: 3381.542969
	Iteration 10Q: 3 clusters Score -3819287 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3820197.000000 Penalty: 3381.542969
	Iteration 11Q: 3 clusters Score -3820197 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3820872.750000 Penalty: 3381.542969
	Iteration 12Q: 3 clusters Score -3820873 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -3821392.000000 Penalty: 3381.542969
	Iteration 13Q: 3 clusters Score -3821392 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3821747.500000 Penalty: 3381.542969
	Iteration 14Q: 3 clusters Score -3821748 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3821981.000000 Penalty: 3381.542969
	Iteration 15Q: 3 clusters Score -3821981 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -3822126.250000 Penalty: 3381.542969
	Iteration 16Q: 3 clusters Score -3822126 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -3822273.250000 Penalty: 3381.542969
	Iteration 17Q: 3 clusters Score -3822273 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -3822372.750000 Penalty: 3381.542969
	Iteration 18Q: 3 clusters Score -3822373 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3822470.750000 Penalty: 3381.542969
	Iteration 19Q: 3 clusters Score -3822471 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3822572.000000 Penalty: 3381.542969
	Iteration 20F: 3 clusters Score -3822572 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -3822658.000000 Penalty: 3381.542969
	Iteration 21Q: 3 clusters Score -3822658 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3822738.250000 Penalty: 3381.542969
	Iteration 22Q: 3 clusters Score -3822738 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -3822804.500000 Penalty: 3381.542969
	Iteration 23Q: 3 clusters Score -3822804 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3822884.000000 Penalty: 3381.542969
	Iteration 24Q: 3 clusters Score -3822884 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3822943.750000 Penalty: 3381.542969
	Iteration 25Q: 3 clusters Score -3822944 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -3823010.250000 Penalty: 3381.542969
	Iteration 26Q: 3 clusters Score -3823010 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -3823070.250000 Penalty: 3381.542969
	Iteration 27Q: 3 clusters Score -3823070 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -3823143.250000 Penalty: 3381.542969
	Iteration 28Q: 3 clusters Score -3823143 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -3823185.000000 Penalty: 3381.542969
	Iteration 29Q: 3 clusters Score -3823185 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -3823226.000000 Penalty: 3381.542969
	Iteration 30Q: 3 clusters Score -3823226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -3823247.500000 Penalty: 3381.542969
	Iteration 31Q: 3 clusters Score -3823248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -3823276.750000 Penalty: 3381.542969
	Iteration 32Q: 3 clusters Score -3823277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -3823314.000000 Penalty: 3381.542969
	Iteration 33Q: 3 clusters Score -3823314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -3823341.250000 Penalty: 3381.542969
	Iteration 34Q: 3 clusters Score -3823341 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3823368.750000 Penalty: 3381.542969
	Iteration 35Q: 3 clusters Score -3823369 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -3823401.000000 Penalty: 3381.542969
	Iteration 36Q: 3 clusters Score -3823401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -3823413.500000 Penalty: 3381.542969
	Iteration 37Q: 3 clusters Score -3823414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -3823427.750000 Penalty: 3381.542969
	Iteration 38Q: 3 clusters Score -3823428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -3823442.500000 Penalty: 3381.542969
	Iteration 39Q: 3 clusters Score -3823442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -3823457.500000 Penalty: 3381.542969
	Iteration 40F: 3 clusters Score -3823458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -3823474.750000 Penalty: 3381.542969
	Iteration 41Q: 3 clusters Score -3823475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -3823484.750000 Penalty: 3381.542969
	Iteration 42Q: 3 clusters Score -3823485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -3823491.000000 Penalty: 3381.542969
	Iteration 43Q: 3 clusters Score -3823491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3823497.000000 Penalty: 3381.542969
	Iteration 44Q: 3 clusters Score -3823497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -3823506.500000 Penalty: 3381.542969
	Iteration 45Q: 3 clusters Score -3823506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -3823508.000000 Penalty: 3381.542969
	Iteration 46Q: 3 clusters Score -3823508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -3823506.500000 Penalty: 3381.542969
	Iteration 47Q: 3 clusters Score -3823506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -3823514.500000 Penalty: 3381.542969
	Iteration 48Q: 3 clusters Score -3823514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -3823521.000000 Penalty: 3381.542969
	Iteration 49Q: 3 clusters Score -3823521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -3823529.500000 Penalty: 3381.542969
	Iteration 50Q: 3 clusters Score -3823530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -3823535.750000 Penalty: 3381.542969
	Iteration 51Q: 3 clusters Score -3823536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -3823541.250000 Penalty: 3381.542969
	Iteration 52Q: 3 clusters Score -3823541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -3823551.500000 Penalty: 3381.542969
	Iteration 53Q: 3 clusters Score -3823552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -3823554.750000 Penalty: 3381.542969
	Iteration 54Q: 3 clusters Score -3823555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3823553.750000 Penalty: 3381.542969
	Iteration 55Q: 3 clusters Score -3823554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3823556.000000 Penalty: 3381.542969
	Iteration 56Q: 3 clusters Score -3823556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -3823558.500000 Penalty: 3381.542969
	Iteration 57Q: 3 clusters Score -3823558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -3823561.000000 Penalty: 3381.542969
	Iteration 58Q: 3 clusters Score -3823561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -3823557.500000 Penalty: 3381.542969
	Iteration 59Q: 3 clusters Score -3823558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -3823568.000000 Penalty: 3381.542969
	Iteration 60F: 3 clusters Score -3823568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -3823566.500000 Penalty: 3381.542969
	Iteration 61Q: 3 clusters Score -3823566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -3823570.750000 Penalty: 3381.542969
	Iteration 62Q: 3 clusters Score -3823571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -3823567.750000 Penalty: 3381.542969
	Iteration 63Q: 3 clusters Score -3823568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -3823568.750000 Penalty: 3381.542969
	Iteration 64Q: 3 clusters Score -3823569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -3823576.250000 Penalty: 3381.542969
	Iteration 65Q: 3 clusters Score -3823576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -3823572.000000 Penalty: 3381.542969
	Iteration 66Q: 3 clusters Score -3823572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -3823575.000000 Penalty: 3381.542969
	Iteration 67Q: 3 clusters Score -3823575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -3823578.000000 Penalty: 3381.542969
	Iteration 68Q: 3 clusters Score -3823578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -3823583.500000 Penalty: 3381.542969
	Iteration 69Q: 3 clusters Score -3823584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3823584.500000 Penalty: 3381.542969
	Iteration 70Q: 3 clusters Score -3823584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3823582.750000 Penalty: 3381.542969
	Iteration 71Q: 3 clusters Score -3823583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -3823582.000000 Penalty: 3381.542969
	Iteration 72Q: 3 clusters Score -3823582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -3823582.250000 Penalty: 3381.542969
	Iteration 73Q: 3 clusters Score -3823582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3823590.000000 Penalty: 3381.542969
	Iteration 74Q: 3 clusters Score -3823590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -3823590.500000 Penalty: 3381.542969
	Iteration 75Q: 3 clusters Score -3823590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -3823588.250000 Penalty: 3381.542969
	Iteration 76Q: 3 clusters Score -3823588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -3823590.250000 Penalty: 3381.542969
	Iteration 77Q: 3 clusters Score -3823590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -3823594.500000 Penalty: 3381.542969
	Iteration 78Q: 3 clusters Score -3823594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -3823593.750000 Penalty: 3381.542969
	Iteration 79Q: 3 clusters Score -3823594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -3823594.750000 Penalty: 3381.542969
	Iteration 80F: 3 clusters Score -3823595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -3823594.750000 Penalty: 3381.542969
	Iteration 81Q: 3 clusters Score -3823595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -3823596.250000 Penalty: 3381.542969
	Iteration 82Q: 3 clusters Score -3823596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -3823599.500000 Penalty: 3381.542969
	Iteration 83Q: 3 clusters Score -3823600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3823602.250000 Penalty: 3381.542969
	Iteration 84Q: 3 clusters Score -3823602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3823604.250000 Penalty: 3381.542969
	Iteration 85Q: 3 clusters Score -3823604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3823604.250000 Penalty: 3381.542969
	Iteration 86F: 3 clusters Score -3823604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Entering Unmasked Estep 
Score: -1541627.625000 Penalty: 1537.327393
	Iteration 0F: 2 clusters Score -1541628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1532565.250000 Penalty: 3074.654785
	Iteration 0F: 3 clusters Score -1532565 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1535540.375000 Penalty: 3074.654785
	Iteration 1F: 3 clusters Score -1535540 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1535867.750000 Penalty: 3074.654785
	Iteration 2F: 3 clusters Score -1535868 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1536182.125000 Penalty: 3074.654785
	Iteration 3F: 3 clusters Score -1536182 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1536524.875000 Penalty: 3074.654785
	Iteration 4F: 3 clusters Score -1536525 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1536948.875000 Penalty: 3074.654785
	Iteration 5F: 3 clusters Score -1536949 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1537508.125000 Penalty: 3074.654785
	Iteration 6F: 3 clusters Score -1537508 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1538177.625000 Penalty: 3074.654785
	Iteration 7F: 3 clusters Score -1538178 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1538851.375000 Penalty: 3074.654785
	Iteration 8F: 3 clusters Score -1538851 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1539396.125000 Penalty: 3074.654785
	Iteration 9Q: 3 clusters Score -1539396 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1539739.500000 Penalty: 3074.654785
	Iteration 10Q: 3 clusters Score -1539740 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1539914.000000 Penalty: 3074.654785
	Iteration 11Q: 3 clusters Score -1539914 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1540034.625000 Penalty: 3074.654785
	Iteration 12Q: 3 clusters Score -1540035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1540126.375000 Penalty: 3074.654785
	Iteration 13Q: 3 clusters Score -1540126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1540152.625000 Penalty: 3074.654785
	Iteration 14Q: 3 clusters Score -1540153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1540186.000000 Penalty: 3074.654785
	Iteration 15Q: 3 clusters Score -1540186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1540209.125000 Penalty: 3074.654785
	Iteration 16Q: 3 clusters Score -1540209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1540230.875000 Penalty: 3074.654785
	Iteration 17Q: 3 clusters Score -1540231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1540252.000000 Penalty: 3074.654785
	Iteration 18Q: 3 clusters Score -1540252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1540259.500000 Penalty: 3074.654785
	Iteration 19Q: 3 clusters Score -1540260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1540269.875000 Penalty: 3074.654785
	Iteration 20F: 3 clusters Score -1540270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1540278.250000 Penalty: 3074.654785
	Iteration 21Q: 3 clusters Score -1540278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1540282.500000 Penalty: 3074.654785
	Iteration 22Q: 3 clusters Score -1540282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1540282.375000 Penalty: 3074.654785
	Iteration 23Q: 3 clusters Score -1540282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1540284.250000 Penalty: 3074.654785
	Iteration 24Q: 3 clusters Score -1540284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1540284.125000 Penalty: 3074.654785
	Iteration 25Q: 3 clusters Score -1540284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1540287.625000 Penalty: 3074.654785
	Iteration 26Q: 3 clusters Score -1540288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1540286.875000 Penalty: 3074.654785
	Iteration 27Q: 3 clusters Score -1540287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1540289.500000 Penalty: 3074.654785
	Iteration 28Q: 3 clusters Score -1540290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1540290.000000 Penalty: 3074.654785
	Iteration 29Q: 3 clusters Score -1540290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1540290.000000 Penalty: 3074.654785
	Iteration 30F: 3 clusters Score -1540290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Entering Unmasked Estep 
Score: -1568133.000000 Penalty: 1544.554199
	Iteration 0F: 2 clusters Score -1568133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1558663.125000 Penalty: 3089.108398
	Iteration 0F: 3 clusters Score -1558663 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1561924.125000 Penalty: 3089.108398
	Iteration 1F: 3 clusters Score -1561924 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1562170.750000 Penalty: 3089.108398
	Iteration 2F: 3 clusters Score -1562171 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1562388.625000 Penalty: 3089.108398
	Iteration 3Q: 3 clusters Score -1562389 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1562607.750000 Penalty: 3089.108398
	Iteration 4Q: 3 clusters Score -1562608 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1562853.000000 Penalty: 3089.108398
	Iteration 5Q: 3 clusters Score -1562853 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1563232.125000 Penalty: 3089.108398
	Iteration 6Q: 3 clusters Score -1563232 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1563815.875000 Penalty: 3089.108398
	Iteration 7F: 3 clusters Score -1563816 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1564604.875000 Penalty: 3089.108398
	Iteration 8F: 3 clusters Score -1564605 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1565390.500000 Penalty: 3089.108398
	Iteration 9F: 3 clusters Score -1565390 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1565991.375000 Penalty: 3089.108398
	Iteration 10Q: 3 clusters Score -1565991 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1566364.375000 Penalty: 3089.108398
	Iteration 11Q: 3 clusters Score -1566364 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1566550.500000 Penalty: 3089.108398
	Iteration 12Q: 3 clusters Score -1566550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1566648.250000 Penalty: 3089.108398
	Iteration 13Q: 3 clusters Score -1566648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1566688.000000 Penalty: 3089.108398
	Iteration 14Q: 3 clusters Score -1566688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1566708.375000 Penalty: 3089.108398
	Iteration 15Q: 3 clusters Score -1566708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1566730.875000 Penalty: 3089.108398
	Iteration 16Q: 3 clusters Score -1566731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1566744.000000 Penalty: 3089.108398
	Iteration 17Q: 3 clusters Score -1566744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1566755.375000 Penalty: 3089.108398
	Iteration 18Q: 3 clusters Score -1566755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1566757.375000 Penalty: 3089.108398
	Iteration 19Q: 3 clusters Score -1566757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1566756.625000 Penalty: 3089.108398
	Iteration 20F: 3 clusters Score -1566757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1566759.125000 Penalty: 3089.108398
	Iteration 21Q: 3 clusters Score -1566759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1566758.000000 Penalty: 3089.108398
	Iteration 22Q: 3 clusters Score -1566758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1566758.000000 Penalty: 3089.108398
	Iteration 23F: 3 clusters Score -1566758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -43443.074219 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -43443.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42444.945312 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -42444.95 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42655.492188 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -42655.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42768.265625 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -42768.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42868.515625 Penalty: 1973.739502
	Iteration 3F: 3 clusters Score -42868.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42922.023438 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -42922.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42998.441406 Penalty: 1973.739502
	Iteration 5F: 3 clusters Score -42998.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43037.917969 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -43037.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43062.972656 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -43062.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43112.226562 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -43112.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43148.234375 Penalty: 1973.739502
	Iteration 9Q: 3 clusters Score -43148.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43154.246094 Penalty: 1973.739502
	Iteration 10Q: 3 clusters Score -43154.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43174.855469 Penalty: 1973.739502
	Iteration 11Q: 3 clusters Score -43174.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43175.937500 Penalty: 1973.739502
	Iteration 12Q: 3 clusters Score -43175.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43175.937500 Penalty: 1973.739502
	Iteration 13F: 3 clusters Score -43175.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Entering Unmasked Estep 
Score: -1909304.125000 Penalty: 1577.612427
	Iteration 0F: 2 clusters Score -1909304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1897928.125000 Penalty: 3155.224854
	Iteration 0F: 3 clusters Score -1897928 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1901817.750000 Penalty: 3155.224854
	Iteration 1F: 3 clusters Score -1901818 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1902142.750000 Penalty: 3155.224854
	Iteration 2F: 3 clusters Score -1902143 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1902456.375000 Penalty: 3155.224854
	Iteration 3Q: 3 clusters Score -1902456 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1902859.250000 Penalty: 3155.224854
	Iteration 4Q: 3 clusters Score -1902859 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1903438.125000 Penalty: 3155.224854
	Iteration 5F: 3 clusters Score -1903438 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1904168.125000 Penalty: 3155.224854
	Iteration 6F: 3 clusters Score -1904168 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1904950.500000 Penalty: 3155.224854
	Iteration 7F: 3 clusters Score -1904950 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1905782.000000 Penalty: 3155.224854
	Iteration 8F: 3 clusters Score -1905782 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1906537.250000 Penalty: 3155.224854
	Iteration 9F: 3 clusters Score -1906537 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1907143.875000 Penalty: 3155.224854
	Iteration 10Q: 3 clusters Score -1907144 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1907579.750000 Penalty: 3155.224854
	Iteration 11Q: 3 clusters Score -1907580 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1907820.625000 Penalty: 3155.224854
	Iteration 12Q: 3 clusters Score -1907821 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1907926.250000 Penalty: 3155.224854
	Iteration 13Q: 3 clusters Score -1907926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1907979.500000 Penalty: 3155.224854
	Iteration 14Q: 3 clusters Score -1907980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1907999.125000 Penalty: 3155.224854
	Iteration 15Q: 3 clusters Score -1907999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1908012.875000 Penalty: 3155.224854
	Iteration 16Q: 3 clusters Score -1908013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1908016.750000 Penalty: 3155.224854
	Iteration 17Q: 3 clusters Score -1908017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1908019.500000 Penalty: 3155.224854
	Iteration 18Q: 3 clusters Score -1908020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1908021.375000 Penalty: 3155.224854
	Iteration 19Q: 3 clusters Score -1908021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1908027.000000 Penalty: 3155.224854
	Iteration 20F: 3 clusters Score -1908027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1908026.000000 Penalty: 3155.224854
	Iteration 21Q: 3 clusters Score -1908026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1908028.875000 Penalty: 3155.224854
	Iteration 22Q: 3 clusters Score -1908029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1908032.375000 Penalty: 3155.224854
	Iteration 23Q: 3 clusters Score -1908032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1908030.875000 Penalty: 3155.224854
	Iteration 24Q: 3 clusters Score -1908031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1908031.000000 Penalty: 3155.224854
	Iteration 25Q: 3 clusters Score -1908031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1908031.125000 Penalty: 3155.224854
	Iteration 26Q: 3 clusters Score -1908031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1908031.125000 Penalty: 3155.224854
	Iteration 27F: 3 clusters Score -1908031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Entering Unmasked Estep 
Score: -10107280.000000 Penalty: 1846.965942
	Iteration 0F: 2 clusters Score -1.010728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -10050710.000000 Penalty: 3693.931885
	Iteration 0F: 3 clusters Score -1.005071e+07 nChanged 41009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -10074368.000000 Penalty: 3693.931885
	Iteration 1F: 3 clusters Score -1.007437e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -10075024.000000 Penalty: 3693.931885
	Iteration 2Q: 3 clusters Score -1.007502e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -10075808.000000 Penalty: 3693.931885
	Iteration 3Q: 3 clusters Score -1.007581e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -10077035.000000 Penalty: 3693.931885
	Iteration 4Q: 3 clusters Score -1.007704e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -10079286.000000 Penalty: 3693.931885
	Iteration 5Q: 3 clusters Score -1.007929e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -10083081.000000 Penalty: 3693.931885
	Iteration 6F: 3 clusters Score -1.008308e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -10088830.000000 Penalty: 3693.931885
	Iteration 7F: 3 clusters Score -1.008883e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -10095455.000000 Penalty: 3693.931885
	Iteration 8F: 3 clusters Score -1.009546e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -10100313.000000 Penalty: 3693.931885
	Iteration 9F: 3 clusters Score -1.010031e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -10103101.000000 Penalty: 3693.931885
	Iteration 10Q: 3 clusters Score -1.01031e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -10104402.000000 Penalty: 3693.931885
	Iteration 11Q: 3 clusters Score -1.01044e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10105039.000000 Penalty: 3693.931885
	Iteration 12Q: 3 clusters Score -1.010504e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85214 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10105316.000000 Penalty: 3693.931885
	Iteration 13Q: 3 clusters Score -1.010532e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10105486.000000 Penalty: 3693.931885
	Iteration 14Q: 3 clusters Score -1.010549e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10105608.000000 Penalty: 3693.931885
	Iteration 15Q: 3 clusters Score -1.010561e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10105670.000000 Penalty: 3693.931885
	Iteration 16Q: 3 clusters Score -1.010567e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85698 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10105712.000000 Penalty: 3693.931885
	Iteration 17Q: 3 clusters Score -1.010571e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10105735.000000 Penalty: 3693.931885
	Iteration 18Q: 3 clusters Score -1.010574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10105757.000000 Penalty: 3693.931885
	Iteration 19Q: 3 clusters Score -1.010576e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85758 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10105772.000000 Penalty: 3693.931885
	Iteration 20F: 3 clusters Score -1.010577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10105801.000000 Penalty: 3693.931885
	Iteration 21Q: 3 clusters Score -1.01058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10105810.000000 Penalty: 3693.931885
	Iteration 22Q: 3 clusters Score -1.010581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10105811.000000 Penalty: 3693.931885
	Iteration 23Q: 3 clusters Score -1.010581e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10105823.000000 Penalty: 3693.931885
	Iteration 24Q: 3 clusters Score -1.010582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10105828.000000 Penalty: 3693.931885
	Iteration 25Q: 3 clusters Score -1.010583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10105843.000000 Penalty: 3693.931885
	Iteration 26Q: 3 clusters Score -1.010584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10105845.000000 Penalty: 3693.931885
	Iteration 27Q: 3 clusters Score -1.010584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10105844.000000 Penalty: 3693.931885
	Iteration 28Q: 3 clusters Score -1.010584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10105842.000000 Penalty: 3693.931885
	Iteration 29Q: 3 clusters Score -1.010584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85819 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10105842.000000 Penalty: 3693.931885
	Iteration 30Q: 3 clusters Score -1.010584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10105846.000000 Penalty: 3693.931885
	Iteration 31Q: 3 clusters Score -1.010585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10105849.000000 Penalty: 3693.931885
	Iteration 32Q: 3 clusters Score -1.010585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10105849.000000 Penalty: 3693.931885
	Iteration 33Q: 3 clusters Score -1.010585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10105852.000000 Penalty: 3693.931885
	Iteration 34Q: 3 clusters Score -1.010585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10105855.000000 Penalty: 3693.931885
	Iteration 35Q: 3 clusters Score -1.010586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85825 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10105858.000000 Penalty: 3693.931885
	Iteration 36Q: 3 clusters Score -1.010586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85825 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10105858.000000 Penalty: 3693.931885
	Iteration 37F: 3 clusters Score -1.010586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (135917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135917 members 
Entering Unmasked Estep 
Score: -15621209.000000 Penalty: 1920.717407
	Iteration 0F: 2 clusters Score -1.562121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -15536729.000000 Penalty: 3841.434814
	Iteration 0F: 3 clusters Score -1.553673e+07 nChanged 65343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 69494 members 
Entering Unmasked Estep 
Score: -15575126.000000 Penalty: 3841.434814
	Iteration 1F: 3 clusters Score -1.557513e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -15576025.000000 Penalty: 3841.434814
	Iteration 2Q: 3 clusters Score -1.557602e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -15577232.000000 Penalty: 3841.434814
	Iteration 3Q: 3 clusters Score -1.557723e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -15579032.000000 Penalty: 3841.434814
	Iteration 4Q: 3 clusters Score -1.557903e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -15581637.000000 Penalty: 3841.434814
	Iteration 5Q: 3 clusters Score -1.558164e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -15585524.000000 Penalty: 3841.434814
	Iteration 6F: 3 clusters Score -1.558552e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -15591084.000000 Penalty: 3841.434814
	Iteration 7F: 3 clusters Score -1.559108e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -15597960.000000 Penalty: 3841.434814
	Iteration 8F: 3 clusters Score -1.559796e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -15603269.000000 Penalty: 3841.434814
	Iteration 9F: 3 clusters Score -1.560327e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 97242 members 
Entering Unmasked Estep 
Score: -15605850.000000 Penalty: 3841.434814
	Iteration 10Q: 3 clusters Score -1.560585e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -15606986.000000 Penalty: 3841.434814
	Iteration 11Q: 3 clusters Score -1.560699e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
Score: -15607566.000000 Penalty: 3841.434814
	Iteration 12Q: 3 clusters Score -1.560757e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -15608210.000000 Penalty: 3841.434814
	Iteration 13Q: 3 clusters Score -1.560821e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 104708 members 
Entering Unmasked Estep 
Score: -15608691.000000 Penalty: 3841.434814
	Iteration 14Q: 3 clusters Score -1.560869e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -15609203.000000 Penalty: 3841.434814
	Iteration 15Q: 3 clusters Score -1.56092e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 107995 members 
Entering Unmasked Estep 
Score: -15609587.000000 Penalty: 3841.434814
	Iteration 16Q: 3 clusters Score -1.560959e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 109493 members 
Entering Unmasked Estep 
Score: -15609992.000000 Penalty: 3841.434814
	Iteration 17Q: 3 clusters Score -1.560999e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -15610347.000000 Penalty: 3841.434814
	Iteration 18Q: 3 clusters Score -1.561035e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 112349 members 
Entering Unmasked Estep 
Score: -15610777.000000 Penalty: 3841.434814
	Iteration 19Q: 3 clusters Score -1.561078e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 113751 members 
Entering Unmasked Estep 
Score: -15611148.000000 Penalty: 3841.434814
	Iteration 20F: 3 clusters Score -1.561115e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 115122 members 
Entering Unmasked Estep 
Score: -15611534.000000 Penalty: 3841.434814
	Iteration 21Q: 3 clusters Score -1.561153e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 116435 members 
Entering Unmasked Estep 
Score: -15611832.000000 Penalty: 3841.434814
	Iteration 22Q: 3 clusters Score -1.561183e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 117653 members 
Entering Unmasked Estep 
Score: -15612228.000000 Penalty: 3841.434814
	Iteration 23Q: 3 clusters Score -1.561223e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -15612524.000000 Penalty: 3841.434814
	Iteration 24Q: 3 clusters Score -1.561252e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 120008 members 
Entering Unmasked Estep 
Score: -15612797.000000 Penalty: 3841.434814
	Iteration 25Q: 3 clusters Score -1.56128e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 121103 members 
Entering Unmasked Estep 
Score: -15613113.000000 Penalty: 3841.434814
	Iteration 26Q: 3 clusters Score -1.561311e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 122118 members 
Entering Unmasked Estep 
Score: -15613308.000000 Penalty: 3841.434814
	Iteration 27Q: 3 clusters Score -1.561331e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -15613730.000000 Penalty: 3841.434814
	Iteration 28Q: 3 clusters Score -1.561373e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 124056 members 
Entering Unmasked Estep 
Score: -15614012.000000 Penalty: 3841.434814
	Iteration 29Q: 3 clusters Score -1.561401e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 124904 members 
Entering Unmasked Estep 
Score: -15614263.000000 Penalty: 3841.434814
	Iteration 30Q: 3 clusters Score -1.561426e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 125737 members 
Entering Unmasked Estep 
Score: -15614621.000000 Penalty: 3841.434814
	Iteration 31Q: 3 clusters Score -1.561462e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 126558 members 
Entering Unmasked Estep 
Score: -15614951.000000 Penalty: 3841.434814
	Iteration 32Q: 3 clusters Score -1.561495e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 127368 members 
Entering Unmasked Estep 
Score: -15615278.000000 Penalty: 3841.434814
	Iteration 33Q: 3 clusters Score -1.561528e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 128074 members 
Entering Unmasked Estep 
Score: -15615604.000000 Penalty: 3841.434814
	Iteration 34Q: 3 clusters Score -1.56156e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 128774 members 
Entering Unmasked Estep 
Score: -15615953.000000 Penalty: 3841.434814
	Iteration 35Q: 3 clusters Score -1.561595e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 129420 members 
Entering Unmasked Estep 
Score: -15616226.000000 Penalty: 3841.434814
	Iteration 36Q: 3 clusters Score -1.561623e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 130029 members 
Entering Unmasked Estep 
Score: -15616609.000000 Penalty: 3841.434814
	Iteration 37Q: 3 clusters Score -1.561661e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 130583 members 
Entering Unmasked Estep 
Score: -15616808.000000 Penalty: 3841.434814
	Iteration 38Q: 3 clusters Score -1.561681e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 131092 members 
Entering Unmasked Estep 
Score: -15617133.000000 Penalty: 3841.434814
	Iteration 39Q: 3 clusters Score -1.561713e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 131528 members 
Entering Unmasked Estep 
Score: -15617364.000000 Penalty: 3841.434814
	Iteration 40F: 3 clusters Score -1.561736e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 131883 members 
Entering Unmasked Estep 
Score: -15617637.000000 Penalty: 3841.434814
	Iteration 41Q: 3 clusters Score -1.561764e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 132210 members 
Entering Unmasked Estep 
Score: -15617863.000000 Penalty: 3841.434814
	Iteration 42Q: 3 clusters Score -1.561786e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 132497 members 
Entering Unmasked Estep 
Score: -15618026.000000 Penalty: 3841.434814
	Iteration 43Q: 3 clusters Score -1.561803e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 132746 members 
Entering Unmasked Estep 
Score: -15618228.000000 Penalty: 3841.434814
	Iteration 44Q: 3 clusters Score -1.561823e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 132953 members 
Entering Unmasked Estep 
Score: -15618328.000000 Penalty: 3841.434814
	Iteration 45Q: 3 clusters Score -1.561833e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 133131 members 
Entering Unmasked Estep 
Score: -15618457.000000 Penalty: 3841.434814
	Iteration 46Q: 3 clusters Score -1.561846e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 133261 members 
Entering Unmasked Estep 
Score: -15618540.000000 Penalty: 3841.434814
	Iteration 47Q: 3 clusters Score -1.561854e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 133359 members 
Entering Unmasked Estep 
Score: -15618634.000000 Penalty: 3841.434814
	Iteration 48Q: 3 clusters Score -1.561863e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 133442 members 
Entering Unmasked Estep 
Score: -15618703.000000 Penalty: 3841.434814
	Iteration 49Q: 3 clusters Score -1.56187e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 133515 members 
Entering Unmasked Estep 
Score: -15618764.000000 Penalty: 3841.434814
	Iteration 50Q: 3 clusters Score -1.561876e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 133588 members 
Entering Unmasked Estep 
Score: -15618876.000000 Penalty: 3841.434814
	Iteration 51Q: 3 clusters Score -1.561888e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 133661 members 
Entering Unmasked Estep 
Score: -15618956.000000 Penalty: 3841.434814
	Iteration 52Q: 3 clusters Score -1.561896e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 133735 members 
Entering Unmasked Estep 
Score: -15619005.000000 Penalty: 3841.434814
	Iteration 53Q: 3 clusters Score -1.5619e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 133817 members 
Entering Unmasked Estep 
Score: -15619073.000000 Penalty: 3841.434814
	Iteration 54Q: 3 clusters Score -1.561907e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 133892 members 
Entering Unmasked Estep 
Score: -15619109.000000 Penalty: 3841.434814
	Iteration 55Q: 3 clusters Score -1.561911e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 133953 members 
Entering Unmasked Estep 
Score: -15619152.000000 Penalty: 3841.434814
	Iteration 56Q: 3 clusters Score -1.561915e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 133989 members 
Entering Unmasked Estep 
Score: -15619175.000000 Penalty: 3841.434814
	Iteration 57Q: 3 clusters Score -1.561918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 134013 members 
Entering Unmasked Estep 
Score: -15619221.000000 Penalty: 3841.434814
	Iteration 58Q: 3 clusters Score -1.561922e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 134032 members 
Entering Unmasked Estep 
Score: -15619237.000000 Penalty: 3841.434814
	Iteration 59Q: 3 clusters Score -1.561924e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 134057 members 
Entering Unmasked Estep 
Score: -15619251.000000 Penalty: 3841.434814
	Iteration 60F: 3 clusters Score -1.561925e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 134086 members 
Entering Unmasked Estep 
Score: -15619279.000000 Penalty: 3841.434814
	Iteration 61Q: 3 clusters Score -1.561928e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 134109 members 
Entering Unmasked Estep 
Score: -15619268.000000 Penalty: 3841.434814
	Iteration 62Q: 3 clusters Score -1.561927e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 134138 members 
Entering Unmasked Estep 
Score: -15619285.000000 Penalty: 3841.434814
	Iteration 63Q: 3 clusters Score -1.561928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 134161 members 
Entering Unmasked Estep 
Score: -15619300.000000 Penalty: 3841.434814
	Iteration 64Q: 3 clusters Score -1.56193e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 134175 members 
Entering Unmasked Estep 
Score: -15619304.000000 Penalty: 3841.434814
	Iteration 65Q: 3 clusters Score -1.56193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 134191 members 
Entering Unmasked Estep 
Score: -15619310.000000 Penalty: 3841.434814
	Iteration 66Q: 3 clusters Score -1.561931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 134200 members 
Entering Unmasked Estep 
Score: -15619306.000000 Penalty: 3841.434814
	Iteration 67Q: 3 clusters Score -1.561931e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 134206 members 
Entering Unmasked Estep 
Score: -15619308.000000 Penalty: 3841.434814
	Iteration 68Q: 3 clusters Score -1.561931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 134215 members 
Entering Unmasked Estep 
Score: -15619330.000000 Penalty: 3841.434814
	Iteration 69Q: 3 clusters Score -1.561933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 134223 members 
Entering Unmasked Estep 
Score: -15619327.000000 Penalty: 3841.434814
	Iteration 70Q: 3 clusters Score -1.561933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 134231 members 
Entering Unmasked Estep 
Score: -15619322.000000 Penalty: 3841.434814
	Iteration 71Q: 3 clusters Score -1.561932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 134238 members 
Entering Unmasked Estep 
Score: -15619337.000000 Penalty: 3841.434814
	Iteration 72Q: 3 clusters Score -1.561934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 134250 members 
Entering Unmasked Estep 
Score: -15619358.000000 Penalty: 3841.434814
	Iteration 73Q: 3 clusters Score -1.561936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 134257 members 
Entering Unmasked Estep 
Score: -15619350.000000 Penalty: 3841.434814
	Iteration 74Q: 3 clusters Score -1.561935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 134265 members 
Entering Unmasked Estep 
Score: -15619338.000000 Penalty: 3841.434814
	Iteration 75Q: 3 clusters Score -1.561934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 134274 members 
Entering Unmasked Estep 
Score: -15619356.000000 Penalty: 3841.434814
	Iteration 76Q: 3 clusters Score -1.561936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 134280 members 
Entering Unmasked Estep 
Score: -15619356.000000 Penalty: 3841.434814
	Iteration 77Q: 3 clusters Score -1.561936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 134290 members 
Entering Unmasked Estep 
Score: -15619369.000000 Penalty: 3841.434814
	Iteration 78Q: 3 clusters Score -1.561937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 134299 members 
Entering Unmasked Estep 
Score: -15619358.000000 Penalty: 3841.434814
	Iteration 79Q: 3 clusters Score -1.561936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 134305 members 
Entering Unmasked Estep 
Score: -15619380.000000 Penalty: 3841.434814
	Iteration 80F: 3 clusters Score -1.561938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 134308 members 
Entering Unmasked Estep 
Score: -15619382.000000 Penalty: 3841.434814
	Iteration 81Q: 3 clusters Score -1.561938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 134314 members 
Entering Unmasked Estep 
Score: -15619386.000000 Penalty: 3841.434814
	Iteration 82Q: 3 clusters Score -1.561939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 134317 members 
Entering Unmasked Estep 
Score: -15619403.000000 Penalty: 3841.434814
	Iteration 83Q: 3 clusters Score -1.56194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 134320 members 
Entering Unmasked Estep 
Score: -15619413.000000 Penalty: 3841.434814
	Iteration 84Q: 3 clusters Score -1.561941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 134324 members 
Entering Unmasked Estep 
Score: -15619417.000000 Penalty: 3841.434814
	Iteration 85Q: 3 clusters Score -1.561942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 134326 members 
Entering Unmasked Estep 
Score: -15619414.000000 Penalty: 3841.434814
	Iteration 86Q: 3 clusters Score -1.561941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 134326 members 
Entering Unmasked Estep 
Score: -15619414.000000 Penalty: 3841.434814
	Iteration 87F: 3 clusters Score -1.561941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Entering Unmasked Estep 
Score: -581761.562500 Penalty: 1394.155151
	Iteration 0F: 2 clusters Score -581761.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -577559.312500 Penalty: 2788.310303
	Iteration 0F: 3 clusters Score -577559.3 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -578790.875000 Penalty: 2788.310303
	Iteration 1F: 3 clusters Score -578790.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -578998.687500 Penalty: 2788.310303
	Iteration 2F: 3 clusters Score -578998.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -579180.375000 Penalty: 2788.310303
	Iteration 3F: 3 clusters Score -579180.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -579370.125000 Penalty: 2788.310303
	Iteration 4F: 3 clusters Score -579370.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -579537.687500 Penalty: 2788.310303
	Iteration 5F: 3 clusters Score -579537.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -579672.312500 Penalty: 2788.310303
	Iteration 6Q: 3 clusters Score -579672.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -579791.687500 Penalty: 2788.310303
	Iteration 7Q: 3 clusters Score -579791.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -579924.250000 Penalty: 2788.310303
	Iteration 8Q: 3 clusters Score -579924.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -580047.937500 Penalty: 2788.310303
	Iteration 9Q: 3 clusters Score -580047.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -580177.625000 Penalty: 2788.310303
	Iteration 10Q: 3 clusters Score -580177.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -580299.375000 Penalty: 2788.310303
	Iteration 11Q: 3 clusters Score -580299.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -580392.687500 Penalty: 2788.310303
	Iteration 12Q: 3 clusters Score -580392.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -580484.687500 Penalty: 2788.310303
	Iteration 13Q: 3 clusters Score -580484.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -580581.812500 Penalty: 2788.310303
	Iteration 14Q: 3 clusters Score -580581.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -580668.500000 Penalty: 2788.310303
	Iteration 15Q: 3 clusters Score -580668.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -580729.687500 Penalty: 2788.310303
	Iteration 16Q: 3 clusters Score -580729.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -580771.625000 Penalty: 2788.310303
	Iteration 17Q: 3 clusters Score -580771.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -580794.875000 Penalty: 2788.310303
	Iteration 18Q: 3 clusters Score -580794.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -580810.187500 Penalty: 2788.310303
	Iteration 19Q: 3 clusters Score -580810.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -580821.250000 Penalty: 2788.310303
	Iteration 20F: 3 clusters Score -580821.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -580833.625000 Penalty: 2788.310303
	Iteration 21Q: 3 clusters Score -580833.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -580842.375000 Penalty: 2788.310303
	Iteration 22Q: 3 clusters Score -580842.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -580845.625000 Penalty: 2788.310303
	Iteration 23Q: 3 clusters Score -580845.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -580850.375000 Penalty: 2788.310303
	Iteration 24Q: 3 clusters Score -580850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -580853.062500 Penalty: 2788.310303
	Iteration 25Q: 3 clusters Score -580853.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -580856.625000 Penalty: 2788.310303
	Iteration 26Q: 3 clusters Score -580856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -580856.812500 Penalty: 2788.310303
	Iteration 27Q: 3 clusters Score -580856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -580858.687500 Penalty: 2788.310303
	Iteration 28Q: 3 clusters Score -580858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -580859.000000 Penalty: 2788.310303
	Iteration 29Q: 3 clusters Score -580859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -580859.750000 Penalty: 2788.310303
	Iteration 30Q: 3 clusters Score -580859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -580859.750000 Penalty: 2788.310303
	Iteration 31F: 3 clusters Score -580859.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -103099.429688 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -103099.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101733.843750 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -101733.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101930.476562 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -101930.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101988.414062 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -101988.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -102016.796875 Penalty: 2211.139160
	Iteration 3Q: 3 clusters Score -102016.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -102034.578125 Penalty: 2211.139160
	Iteration 4Q: 3 clusters Score -102034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -102048.804688 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -102048.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -102058.750000 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -102058.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -102066.703125 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -102066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -102071.109375 Penalty: 2211.139160
	Iteration 8Q: 3 clusters Score -102071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -102078.804688 Penalty: 2211.139160
	Iteration 9Q: 3 clusters Score -102078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -102084.507812 Penalty: 2211.139160
	Iteration 10Q: 3 clusters Score -102084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -102085.710938 Penalty: 2211.139160
	Iteration 11Q: 3 clusters Score -102085.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -102086.875000 Penalty: 2211.139160
	Iteration 12Q: 3 clusters Score -102086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -102088.257812 Penalty: 2211.139160
	Iteration 13Q: 3 clusters Score -102088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102089.820312 Penalty: 2211.139160
	Iteration 14Q: 3 clusters Score -102089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102092.406250 Penalty: 2211.139160
	Iteration 15Q: 3 clusters Score -102092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102094.914062 Penalty: 2211.139160
	Iteration 16Q: 3 clusters Score -102094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -102096.734375 Penalty: 2211.139160
	Iteration 17Q: 3 clusters Score -102096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102098.460938 Penalty: 2211.139160
	Iteration 18Q: 3 clusters Score -102098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -102099.687500 Penalty: 2211.139160
	Iteration 19Q: 3 clusters Score -102099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102100.945312 Penalty: 2211.139160
	Iteration 20F: 3 clusters Score -102100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -102101.929688 Penalty: 2211.139160
	Iteration 21Q: 3 clusters Score -102101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -102101.929688 Penalty: 2211.139160
	Iteration 22F: 3 clusters Score -102101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 85057 members 
Mstep: Class 3 contains 66224 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 28331 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 111377 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 101663 members 
Mstep: Class 15 contains 26179 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33016 members 
Mstep: Class 18 contains 12842 members 
Mstep: Class 19 contains 13426 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16455 members 
Mstep: Class 22 contains 86331 members 
Mstep: Class 23 contains 135917 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208240.000000 Penalty: 55007.320312
Iteration 239Q: 26 clusters Score -8.620824e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 84934 members 
Mstep: Class 3 contains 66195 members 
Mstep: Class 4 contains 4524 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 28333 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 111352 members 
Mstep: Class 13 contains 3740 members 
Mstep: Class 14 contains 101919 members 
Mstep: Class 15 contains 26160 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33007 members 
Mstep: Class 18 contains 12887 members 
Mstep: Class 19 contains 13418 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16458 members 
Mstep: Class 22 contains 86381 members 
Mstep: Class 23 contains 135778 members 
Mstep: Class 24 contains 5316 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208544.000000 Penalty: 55007.320312
Iteration 240F: 26 clusters Score -8.620854e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 84827 members 
Mstep: Class 3 contains 66162 members 
Mstep: Class 4 contains 4524 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 28339 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 111317 members 
Mstep: Class 13 contains 3736 members 
Mstep: Class 14 contains 102154 members 
Mstep: Class 15 contains 26142 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32995 members 
Mstep: Class 18 contains 12928 members 
Mstep: Class 19 contains 13410 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16458 members 
Mstep: Class 22 contains 86453 members 
Mstep: Class 23 contains 135649 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208600.000000 Penalty: 55007.320312
Iteration 241Q: 26 clusters Score -8.62086e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 84703 members 
Mstep: Class 3 contains 66129 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 2939 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 28346 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 111264 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 102403 members 
Mstep: Class 15 contains 26134 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32988 members 
Mstep: Class 18 contains 12979 members 
Mstep: Class 19 contains 13401 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16462 members 
Mstep: Class 22 contains 86526 members 
Mstep: Class 23 contains 135506 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208528.000000 Penalty: 55007.320312
Iteration 242Q: 26 clusters Score -8.620853e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 84585 members 
Mstep: Class 3 contains 66107 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 28349 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 111209 members 
Mstep: Class 13 contains 3730 members 
Mstep: Class 14 contains 102655 members 
Mstep: Class 15 contains 26120 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32962 members 
Mstep: Class 18 contains 13024 members 
Mstep: Class 19 contains 13394 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16460 members 
Mstep: Class 22 contains 86608 members 
Mstep: Class 23 contains 135362 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208648.000000 Penalty: 55007.320312
Iteration 243Q: 26 clusters Score -8.620865e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 84392 members 
Mstep: Class 3 contains 66095 members 
Mstep: Class 4 contains 4529 members 
Mstep: Class 5 contains 2943 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3639 members 
Mstep: Class 9 contains 28354 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111200 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 102898 members 
Mstep: Class 15 contains 26104 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32939 members 
Mstep: Class 18 contains 13083 members 
Mstep: Class 19 contains 13391 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16469 members 
Mstep: Class 22 contains 86677 members 
Mstep: Class 23 contains 135227 members 
Mstep: Class 24 contains 5307 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208936.000000 Penalty: 55007.320312
Iteration 244Q: 26 clusters Score -8.620894e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 84237 members 
Mstep: Class 3 contains 66084 members 
Mstep: Class 4 contains 4532 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 28358 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 111180 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 103150 members 
Mstep: Class 15 contains 26080 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32920 members 
Mstep: Class 18 contains 13130 members 
Mstep: Class 19 contains 13385 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16474 members 
Mstep: Class 22 contains 86752 members 
Mstep: Class 23 contains 135079 members 
Mstep: Class 24 contains 5307 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209112.000000 Penalty: 55007.320312
Iteration 245Q: 26 clusters Score -8.620911e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 84074 members 
Mstep: Class 3 contains 66077 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 28375 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 111138 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 103442 members 
Mstep: Class 15 contains 26056 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32895 members 
Mstep: Class 18 contains 13179 members 
Mstep: Class 19 contains 13371 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 86824 members 
Mstep: Class 23 contains 134918 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209192.000000 Penalty: 55007.320312
Iteration 246Q: 26 clusters Score -8.620919e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 83843 members 
Mstep: Class 3 contains 66047 members 
Mstep: Class 4 contains 4533 members 
Mstep: Class 5 contains 2947 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3638 members 
Mstep: Class 9 contains 28384 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 111080 members 
Mstep: Class 13 contains 3729 members 
Mstep: Class 14 contains 103779 members 
Mstep: Class 15 contains 26028 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32880 members 
Mstep: Class 18 contains 13242 members 
Mstep: Class 19 contains 13362 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16485 members 
Mstep: Class 22 contains 86908 members 
Mstep: Class 23 contains 134789 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209216.000000 Penalty: 55007.320312
Iteration 247Q: 26 clusters Score -8.620922e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 83665 members 
Mstep: Class 3 contains 66022 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 28392 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 111029 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 14 contains 104060 members 
Mstep: Class 15 contains 26002 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32849 members 
Mstep: Class 18 contains 13312 members 
Mstep: Class 19 contains 13357 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16494 members 
Mstep: Class 22 contains 86966 members 
Mstep: Class 23 contains 134682 members 
Mstep: Class 24 contains 5295 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209240.000000 Penalty: 55007.320312
Iteration 248Q: 26 clusters Score -8.620924e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 83498 members 
Mstep: Class 3 contains 66016 members 
Mstep: Class 4 contains 4536 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 28397 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 110993 members 
Mstep: Class 13 contains 3726 members 
Mstep: Class 14 contains 104321 members 
Mstep: Class 15 contains 25982 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32826 members 
Mstep: Class 18 contains 13352 members 
Mstep: Class 19 contains 13353 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16496 members 
Mstep: Class 22 contains 87019 members 
Mstep: Class 23 contains 134573 members 
Mstep: Class 24 contains 5294 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209240.000000 Penalty: 55007.320312
Iteration 249Q: 26 clusters Score -8.620924e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 83336 members 
Mstep: Class 3 contains 65991 members 
Mstep: Class 4 contains 4535 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 414 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 28405 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 110984 members 
Mstep: Class 13 contains 3725 members 
Mstep: Class 14 contains 104599 members 
Mstep: Class 15 contains 25950 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32802 members 
Mstep: Class 18 contains 13381 members 
Mstep: Class 19 contains 13345 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16499 members 
Mstep: Class 22 contains 87083 members 
Mstep: Class 23 contains 134447 members 
Mstep: Class 24 contains 5297 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209344.000000 Penalty: 55007.320312
Iteration 250Q: 26 clusters Score -8.620934e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 83209 members 
Mstep: Class 3 contains 65963 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 28409 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 110977 members 
Mstep: Class 13 contains 3724 members 
Mstep: Class 14 contains 104856 members 
Mstep: Class 15 contains 25923 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32783 members 
Mstep: Class 18 contains 13424 members 
Mstep: Class 19 contains 13336 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16504 members 
Mstep: Class 22 contains 87126 members 
Mstep: Class 23 contains 134308 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209144.000000 Penalty: 55007.320312
Iteration 251Q: 26 clusters Score -8.620914e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 83095 members 
Mstep: Class 3 contains 65941 members 
Mstep: Class 4 contains 4529 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 28415 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 111010 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 105048 members 
Mstep: Class 15 contains 25901 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32773 members 
Mstep: Class 18 contains 13461 members 
Mstep: Class 19 contains 13330 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16511 members 
Mstep: Class 22 contains 87167 members 
Mstep: Class 23 contains 134166 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209120.000000 Penalty: 55007.320312
Iteration 252Q: 26 clusters Score -8.620912e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 82972 members 
Mstep: Class 3 contains 65927 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 2951 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 28419 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 111064 members 
Mstep: Class 13 contains 3720 members 
Mstep: Class 14 contains 105201 members 
Mstep: Class 15 contains 25877 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32771 members 
Mstep: Class 18 contains 13512 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16514 members 
Mstep: Class 22 contains 87207 members 
Mstep: Class 23 contains 134040 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208896.000000 Penalty: 55007.320312
Iteration 253Q: 26 clusters Score -8.62089e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 82854 members 
Mstep: Class 3 contains 65920 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 28432 members 
Mstep: Class 10 contains 5009 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 111086 members 
Mstep: Class 13 contains 3717 members 
Mstep: Class 14 contains 105334 members 
Mstep: Class 15 contains 25849 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32760 members 
Mstep: Class 18 contains 13579 members 
Mstep: Class 19 contains 13298 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16509 members 
Mstep: Class 22 contains 87260 members 
Mstep: Class 23 contains 133939 members 
Mstep: Class 24 contains 5298 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208968.000000 Penalty: 55007.320312
Iteration 254Q: 26 clusters Score -8.620897e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 82677 members 
Mstep: Class 3 contains 65921 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 28440 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 111114 members 
Mstep: Class 13 contains 3711 members 
Mstep: Class 14 contains 105467 members 
Mstep: Class 15 contains 25822 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32749 members 
Mstep: Class 18 contains 13647 members 
Mstep: Class 19 contains 13289 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16515 members 
Mstep: Class 22 contains 87312 members 
Mstep: Class 23 contains 133875 members 
Mstep: Class 24 contains 5294 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209160.000000 Penalty: 55007.320312
Iteration 255Q: 26 clusters Score -8.620916e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 82522 members 
Mstep: Class 3 contains 65897 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 28443 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 111145 members 
Mstep: Class 13 contains 3705 members 
Mstep: Class 14 contains 105571 members 
Mstep: Class 15 contains 25795 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32741 members 
Mstep: Class 18 contains 13696 members 
Mstep: Class 19 contains 13280 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16524 members 
Mstep: Class 22 contains 87362 members 
Mstep: Class 23 contains 133859 members 
Mstep: Class 24 contains 5289 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209224.000000 Penalty: 55007.320312
Iteration 256Q: 26 clusters Score -8.620922e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 82334 members 
Mstep: Class 3 contains 65874 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3639 members 
Mstep: Class 9 contains 28445 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 11256 members 
Mstep: Class 12 contains 111159 members 
Mstep: Class 13 contains 3704 members 
Mstep: Class 14 contains 105683 members 
Mstep: Class 15 contains 25771 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32737 members 
Mstep: Class 18 contains 13764 members 
Mstep: Class 19 contains 13274 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 87421 members 
Mstep: Class 23 contains 133844 members 
Mstep: Class 24 contains 5287 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209152.000000 Penalty: 55007.320312
Iteration 257Q: 26 clusters Score -8.620915e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 82141 members 
Mstep: Class 3 contains 65850 members 
Mstep: Class 4 contains 4528 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 28450 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 11256 members 
Mstep: Class 12 contains 111202 members 
Mstep: Class 13 contains 3701 members 
Mstep: Class 14 contains 105787 members 
Mstep: Class 15 contains 25747 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32738 members 
Mstep: Class 18 contains 13849 members 
Mstep: Class 19 contains 13272 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 87466 members 
Mstep: Class 23 contains 133804 members 
Mstep: Class 24 contains 5281 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209072.000000 Penalty: 55007.320312
Iteration 258Q: 26 clusters Score -8.620907e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 82010 members 
Mstep: Class 3 contains 65827 members 
Mstep: Class 4 contains 4529 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 28454 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 111265 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 105839 members 
Mstep: Class 15 contains 25735 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32754 members 
Mstep: Class 18 contains 13908 members 
Mstep: Class 19 contains 13265 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 87510 members 
Mstep: Class 23 contains 133744 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
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Iteration 259Q: 26 clusters Score -8.620895e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 81903 members 
Mstep: Class 3 contains 65817 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 28460 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 111355 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 105846 members 
Mstep: Class 15 contains 25713 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32766 members 
Mstep: Class 18 contains 13983 members 
Mstep: Class 19 contains 13257 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 87548 members 
Mstep: Class 23 contains 133659 members 
Mstep: Class 24 contains 5282 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
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Score: -86209096.000000 Penalty: 55007.320312
Iteration 260F: 26 clusters Score -8.62091e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 81796 members 
Mstep: Class 3 contains 65797 members 
Mstep: Class 4 contains 4532 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3635 members 
Mstep: Class 9 contains 28464 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 11253 members 
Mstep: Class 12 contains 111435 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 105823 members 
Mstep: Class 15 contains 25699 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32773 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 13255 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16533 members 
Mstep: Class 22 contains 87583 members 
Mstep: Class 23 contains 133614 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208968.000000 Penalty: 55007.320312
Iteration 261Q: 26 clusters Score -8.620897e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 81676 members 
Mstep: Class 3 contains 65778 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 28469 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 11250 members 
Mstep: Class 12 contains 111514 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 105794 members 
Mstep: Class 15 contains 25676 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32781 members 
Mstep: Class 18 contains 14162 members 
Mstep: Class 19 contains 13254 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16536 members 
Mstep: Class 22 contains 87608 members 
Mstep: Class 23 contains 133588 members 
Mstep: Class 24 contains 5281 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209064.000000 Penalty: 55007.320312
Iteration 262Q: 26 clusters Score -8.620906e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 81562 members 
Mstep: Class 3 contains 65775 members 
Mstep: Class 4 contains 4524 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 28478 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 11249 members 
Mstep: Class 12 contains 111593 members 
Mstep: Class 13 contains 3689 members 
Mstep: Class 14 contains 105770 members 
Mstep: Class 15 contains 25658 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32787 members 
Mstep: Class 18 contains 14250 members 
Mstep: Class 19 contains 13251 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16532 members 
Mstep: Class 22 contains 87630 members 
Mstep: Class 23 contains 133551 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208960.000000 Penalty: 55007.320312
Iteration 263Q: 26 clusters Score -8.620896e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 81471 members 
Mstep: Class 3 contains 65783 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 415 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 28486 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 11249 members 
Mstep: Class 12 contains 111662 members 
Mstep: Class 13 contains 3688 members 
Mstep: Class 14 contains 105744 members 
Mstep: Class 15 contains 25632 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32786 members 
Mstep: Class 18 contains 14321 members 
Mstep: Class 19 contains 13257 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16529 members 
Mstep: Class 22 contains 87657 members 
Mstep: Class 23 contains 133505 members 
Mstep: Class 24 contains 5282 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209080.000000 Penalty: 55007.320312
Iteration 264Q: 26 clusters Score -8.620908e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 81415 members 
Mstep: Class 3 contains 65780 members 
Mstep: Class 4 contains 4517 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 28493 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 11249 members 
Mstep: Class 12 contains 111728 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 105688 members 
Mstep: Class 15 contains 25611 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32788 members 
Mstep: Class 18 contains 14375 members 
Mstep: Class 19 contains 13253 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16522 members 
Mstep: Class 22 contains 87685 members 
Mstep: Class 23 contains 133502 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209024.000000 Penalty: 55007.320312
Iteration 265Q: 26 clusters Score -8.620902e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 81338 members 
Mstep: Class 3 contains 65774 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 2961 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 28493 members 
Mstep: Class 10 contains 5073 members 
Mstep: Class 11 contains 11249 members 
Mstep: Class 12 contains 111784 members 
Mstep: Class 13 contains 3680 members 
Mstep: Class 14 contains 105617 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32781 members 
Mstep: Class 18 contains 14458 members 
Mstep: Class 19 contains 13256 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16523 members 
Mstep: Class 22 contains 87725 members 
Mstep: Class 23 contains 133502 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209016.000000 Penalty: 55007.320312
Iteration 266Q: 26 clusters Score -8.620902e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 81248 members 
Mstep: Class 3 contains 65771 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 28499 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 11248 members 
Mstep: Class 12 contains 111848 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 105543 members 
Mstep: Class 15 contains 25568 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32787 members 
Mstep: Class 18 contains 14554 members 
Mstep: Class 19 contains 13264 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16523 members 
Mstep: Class 22 contains 87752 members 
Mstep: Class 23 contains 133495 members 
Mstep: Class 24 contains 5273 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209040.000000 Penalty: 55007.320312
Iteration 267Q: 26 clusters Score -8.620904e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 81158 members 
Mstep: Class 3 contains 65800 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 6 contains 416 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 28496 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 11248 members 
Mstep: Class 12 contains 111909 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 105443 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32796 members 
Mstep: Class 18 contains 14645 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16525 members 
Mstep: Class 22 contains 87779 members 
Mstep: Class 23 contains 133482 members 
Mstep: Class 24 contains 5273 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209040.000000 Penalty: 55007.320312
Iteration 268Q: 26 clusters Score -8.620904e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 81086 members 
Mstep: Class 3 contains 65827 members 
Mstep: Class 4 contains 4518 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 28493 members 
Mstep: Class 10 contains 5090 members 
Mstep: Class 11 contains 11248 members 
Mstep: Class 12 contains 112000 members 
Mstep: Class 13 contains 3669 members 
Mstep: Class 14 contains 105335 members 
Mstep: Class 15 contains 25545 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 14705 members 
Mstep: Class 19 contains 13265 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16520 members 
Mstep: Class 22 contains 87809 members 
Mstep: Class 23 contains 133454 members 
Mstep: Class 24 contains 5271 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209144.000000 Penalty: 55007.320312
Iteration 269Q: 26 clusters Score -8.620914e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 81051 members 
Mstep: Class 3 contains 65843 members 
Mstep: Class 4 contains 4514 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 28493 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 12 contains 112107 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 14 contains 105173 members 
Mstep: Class 15 contains 25537 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32829 members 
Mstep: Class 18 contains 14787 members 
Mstep: Class 19 contains 13260 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16517 members 
Mstep: Class 22 contains 87830 members 
Mstep: Class 23 contains 133429 members 
Mstep: Class 24 contains 5270 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209312.000000 Penalty: 55007.320312
Iteration 270Q: 26 clusters Score -8.620931e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 80991 members 
Mstep: Class 3 contains 65850 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 28492 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 12 contains 112192 members 
Mstep: Class 13 contains 3662 members 
Mstep: Class 14 contains 105037 members 
Mstep: Class 15 contains 25519 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32842 members 
Mstep: Class 18 contains 14888 members 
Mstep: Class 19 contains 13259 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 16511 members 
Mstep: Class 22 contains 87864 members 
Mstep: Class 23 contains 133403 members 
Mstep: Class 24 contains 5272 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209448.000000 Penalty: 55007.320312
Iteration 271Q: 26 clusters Score -8.620945e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 80925 members 
Mstep: Class 3 contains 65850 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 2961 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 28496 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 12 contains 112262 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 104922 members 
Mstep: Class 15 contains 25503 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32871 members 
Mstep: Class 18 contains 14971 members 
Mstep: Class 19 contains 13259 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 16508 members 
Mstep: Class 22 contains 87904 members 
Mstep: Class 23 contains 133380 members 
Mstep: Class 24 contains 5270 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209520.000000 Penalty: 55007.320312
Iteration 272Q: 26 clusters Score -8.620952e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 80857 members 
Mstep: Class 3 contains 65847 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 28497 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 11248 members 
Mstep: Class 12 contains 112360 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 104778 members 
Mstep: Class 15 contains 25495 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32904 members 
Mstep: Class 18 contains 15053 members 
Mstep: Class 19 contains 13257 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 16506 members 
Mstep: Class 22 contains 87932 members 
Mstep: Class 23 contains 133366 members 
Mstep: Class 24 contains 5271 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209248.000000 Penalty: 55007.320312
Iteration 273Q: 26 clusters Score -8.620925e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 80763 members 
Mstep: Class 3 contains 65855 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 28513 members 
Mstep: Class 10 contains 5118 members 
Mstep: Class 11 contains 11248 members 
Mstep: Class 12 contains 112441 members 
Mstep: Class 13 contains 3648 members 
Mstep: Class 14 contains 104669 members 
Mstep: Class 15 contains 25477 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32945 members 
Mstep: Class 18 contains 15139 members 
Mstep: Class 19 contains 13255 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 87968 members 
Mstep: Class 23 contains 133348 members 
Mstep: Class 24 contains 5270 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209248.000000 Penalty: 55007.320312
Iteration 274Q: 26 clusters Score -8.620925e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 80674 members 
Mstep: Class 3 contains 65860 members 
Mstep: Class 4 contains 4494 members 
Mstep: Class 5 contains 2963 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 28516 members 
Mstep: Class 10 contains 5124 members 
Mstep: Class 11 contains 11246 members 
Mstep: Class 12 contains 112508 members 
Mstep: Class 13 contains 3640 members 
Mstep: Class 14 contains 104575 members 
Mstep: Class 15 contains 25464 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 32981 members 
Mstep: Class 18 contains 15214 members 
Mstep: Class 19 contains 13252 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16475 members 
Mstep: Class 22 contains 88012 members 
Mstep: Class 23 contains 133336 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209248.000000 Penalty: 55007.320312
Iteration 275Q: 26 clusters Score -8.620925e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 80580 members 
Mstep: Class 3 contains 65854 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 28517 members 
Mstep: Class 10 contains 5131 members 
Mstep: Class 11 contains 11248 members 
Mstep: Class 12 contains 112576 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 104493 members 
Mstep: Class 15 contains 25451 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33021 members 
Mstep: Class 18 contains 15313 members 
Mstep: Class 19 contains 13247 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16468 members 
Mstep: Class 22 contains 88044 members 
Mstep: Class 23 contains 133306 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209440.000000 Penalty: 55007.320312
Iteration 276Q: 26 clusters Score -8.620944e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 80521 members 
Mstep: Class 3 contains 65852 members 
Mstep: Class 4 contains 4488 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 28518 members 
Mstep: Class 10 contains 5137 members 
Mstep: Class 11 contains 11248 members 
Mstep: Class 12 contains 112652 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 104381 members 
Mstep: Class 15 contains 25436 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33061 members 
Mstep: Class 18 contains 15394 members 
Mstep: Class 19 contains 13253 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16466 members 
Mstep: Class 22 contains 88069 members 
Mstep: Class 23 contains 133279 members 
Mstep: Class 24 contains 5271 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209392.000000 Penalty: 55007.320312
Iteration 277Q: 26 clusters Score -8.620939e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 80440 members 
Mstep: Class 3 contains 65852 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 2968 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 28517 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 11248 members 
Mstep: Class 12 contains 112702 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 104270 members 
Mstep: Class 15 contains 25427 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33104 members 
Mstep: Class 18 contains 15487 members 
Mstep: Class 19 contains 13248 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16464 members 
Mstep: Class 22 contains 88120 members 
Mstep: Class 23 contains 133248 members 
Mstep: Class 24 contains 5271 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209456.000000 Penalty: 55007.320312
Iteration 278Q: 26 clusters Score -8.620946e+07 nChanged 824
Entering ConstructFrom: 
Score: -86209456.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (4044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Entering Unmasked Estep 
Score: -426500.437500 Penalty: 1349.560791
	Iteration 0F: 2 clusters Score -426500.4 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 2026 members 
Entering Unmasked Estep 
Score: -423108.093750 Penalty: 2699.121582
	Iteration 0F: 3 clusters Score -423108.1 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -423990.875000 Penalty: 2699.121582
	Iteration 1F: 3 clusters Score -423990.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -424296.593750 Penalty: 2699.121582
	Iteration 2F: 3 clusters Score -424296.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -424565.718750 Penalty: 2699.121582
	Iteration 3F: 3 clusters Score -424565.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -424755.937500 Penalty: 2699.121582
	Iteration 4F: 3 clusters Score -424755.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -424908.156250 Penalty: 2699.121582
	Iteration 5F: 3 clusters Score -424908.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -425037.281250 Penalty: 2699.121582
	Iteration 6Q: 3 clusters Score -425037.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -425151.781250 Penalty: 2699.121582
	Iteration 7Q: 3 clusters Score -425151.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -425230.562500 Penalty: 2699.121582
	Iteration 8Q: 3 clusters Score -425230.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -425292.750000 Penalty: 2699.121582
	Iteration 9Q: 3 clusters Score -425292.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -425329.812500 Penalty: 2699.121582
	Iteration 10Q: 3 clusters Score -425329.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -425378.281250 Penalty: 2699.121582
	Iteration 11Q: 3 clusters Score -425378.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -425412.343750 Penalty: 2699.121582
	Iteration 12Q: 3 clusters Score -425412.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -425438.656250 Penalty: 2699.121582
	Iteration 13Q: 3 clusters Score -425438.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -425462.312500 Penalty: 2699.121582
	Iteration 14Q: 3 clusters Score -425462.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -425483.125000 Penalty: 2699.121582
	Iteration 15Q: 3 clusters Score -425483.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -425496.843750 Penalty: 2699.121582
	Iteration 16Q: 3 clusters Score -425496.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -425509.531250 Penalty: 2699.121582
	Iteration 17Q: 3 clusters Score -425509.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -425517.937500 Penalty: 2699.121582
	Iteration 18Q: 3 clusters Score -425517.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -425521.218750 Penalty: 2699.121582
	Iteration 19Q: 3 clusters Score -425521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -425525.750000 Penalty: 2699.121582
	Iteration 20F: 3 clusters Score -425525.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -425529.781250 Penalty: 2699.121582
	Iteration 21Q: 3 clusters Score -425529.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -425534.125000 Penalty: 2699.121582
	Iteration 22Q: 3 clusters Score -425534.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -425540.875000 Penalty: 2699.121582
	Iteration 23Q: 3 clusters Score -425540.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -425547.062500 Penalty: 2699.121582
	Iteration 24Q: 3 clusters Score -425547.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -425551.687500 Penalty: 2699.121582
	Iteration 25Q: 3 clusters Score -425551.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -425557.562500 Penalty: 2699.121582
	Iteration 26Q: 3 clusters Score -425557.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -425565.312500 Penalty: 2699.121582
	Iteration 27Q: 3 clusters Score -425565.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -425569.312500 Penalty: 2699.121582
	Iteration 28Q: 3 clusters Score -425569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -425573.593750 Penalty: 2699.121582
	Iteration 29Q: 3 clusters Score -425573.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -425577.218750 Penalty: 2699.121582
	Iteration 30Q: 3 clusters Score -425577.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -425580.843750 Penalty: 2699.121582
	Iteration 31Q: 3 clusters Score -425580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -425582.750000 Penalty: 2699.121582
	Iteration 32Q: 3 clusters Score -425582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -425583.968750 Penalty: 2699.121582
	Iteration 33Q: 3 clusters Score -425584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -425585.656250 Penalty: 2699.121582
	Iteration 34Q: 3 clusters Score -425585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -425588.968750 Penalty: 2699.121582
	Iteration 35Q: 3 clusters Score -425589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -425590.281250 Penalty: 2699.121582
	Iteration 36Q: 3 clusters Score -425590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -425594.343750 Penalty: 2699.121582
	Iteration 37Q: 3 clusters Score -425594.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -425596.218750 Penalty: 2699.121582
	Iteration 38Q: 3 clusters Score -425596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -425598.593750 Penalty: 2699.121582
	Iteration 39Q: 3 clusters Score -425598.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -425600.781250 Penalty: 2699.121582
	Iteration 40F: 3 clusters Score -425600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -425602.593750 Penalty: 2699.121582
	Iteration 41Q: 3 clusters Score -425602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -425604.031250 Penalty: 2699.121582
	Iteration 42Q: 3 clusters Score -425604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -425604.187500 Penalty: 2699.121582
	Iteration 43Q: 3 clusters Score -425604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -425604.187500 Penalty: 2699.121582
	Iteration 44F: 3 clusters Score -425604.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Entering Unmasked Estep 
Score: -9355851.000000 Penalty: 1835.410034
	Iteration 0F: 2 clusters Score -9355851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -9302290.000000 Penalty: 3670.820068
	Iteration 0F: 3 clusters Score -9302290 nChanged 38214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -9324706.000000 Penalty: 3670.820068
	Iteration 1F: 3 clusters Score -9324706 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -9325742.000000 Penalty: 3670.820068
	Iteration 2Q: 3 clusters Score -9325742 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -9327004.000000 Penalty: 3670.820068
	Iteration 3Q: 3 clusters Score -9327004 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -9328599.000000 Penalty: 3670.820068
	Iteration 4Q: 3 clusters Score -9328599 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -9330759.000000 Penalty: 3670.820068
	Iteration 5Q: 3 clusters Score -9330759 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -9333569.000000 Penalty: 3670.820068
	Iteration 6F: 3 clusters Score -9333569 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -9337098.000000 Penalty: 3670.820068
	Iteration 7F: 3 clusters Score -9337098 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -9340586.000000 Penalty: 3670.820068
	Iteration 8F: 3 clusters Score -9340586 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -9342972.000000 Penalty: 3670.820068
	Iteration 9F: 3 clusters Score -9342972 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -9344048.000000 Penalty: 3670.820068
	Iteration 10Q: 3 clusters Score -9344048 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -9344459.000000 Penalty: 3670.820068
	Iteration 11Q: 3 clusters Score -9344459 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -9344640.000000 Penalty: 3670.820068
	Iteration 12Q: 3 clusters Score -9344640 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -9344758.000000 Penalty: 3670.820068
	Iteration 13Q: 3 clusters Score -9344758 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -9344937.000000 Penalty: 3670.820068
	Iteration 14Q: 3 clusters Score -9344937 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -9345109.000000 Penalty: 3670.820068
	Iteration 15Q: 3 clusters Score -9345109 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -9345269.000000 Penalty: 3670.820068
	Iteration 16Q: 3 clusters Score -9345269 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -9345453.000000 Penalty: 3670.820068
	Iteration 17Q: 3 clusters Score -9345453 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -9345596.000000 Penalty: 3670.820068
	Iteration 18Q: 3 clusters Score -9345596 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -9345799.000000 Penalty: 3670.820068
	Iteration 19Q: 3 clusters Score -9345799 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -9345960.000000 Penalty: 3670.820068
	Iteration 20F: 3 clusters Score -9345960 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -9346036.000000 Penalty: 3670.820068
	Iteration 21Q: 3 clusters Score -9346036 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -9346172.000000 Penalty: 3670.820068
	Iteration 22Q: 3 clusters Score -9346172 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -9346273.000000 Penalty: 3670.820068
	Iteration 23Q: 3 clusters Score -9346273 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -9346381.000000 Penalty: 3670.820068
	Iteration 24Q: 3 clusters Score -9346381 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -9346486.000000 Penalty: 3670.820068
	Iteration 25Q: 3 clusters Score -9346486 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -9346564.000000 Penalty: 3670.820068
	Iteration 26Q: 3 clusters Score -9346564 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -9346680.000000 Penalty: 3670.820068
	Iteration 27Q: 3 clusters Score -9346680 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -9346763.000000 Penalty: 3670.820068
	Iteration 28Q: 3 clusters Score -9346763 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -9346852.000000 Penalty: 3670.820068
	Iteration 29Q: 3 clusters Score -9346852 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -9346974.000000 Penalty: 3670.820068
	Iteration 30Q: 3 clusters Score -9346974 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -9347014.000000 Penalty: 3670.820068
	Iteration 31Q: 3 clusters Score -9347014 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -9347126.000000 Penalty: 3670.820068
	Iteration 32Q: 3 clusters Score -9347126 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -9347189.000000 Penalty: 3670.820068
	Iteration 33Q: 3 clusters Score -9347189 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -9347254.000000 Penalty: 3670.820068
	Iteration 34Q: 3 clusters Score -9347254 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -9347298.000000 Penalty: 3670.820068
	Iteration 35Q: 3 clusters Score -9347298 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -9347345.000000 Penalty: 3670.820068
	Iteration 36Q: 3 clusters Score -9347345 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -9347420.000000 Penalty: 3670.820068
	Iteration 37Q: 3 clusters Score -9347420 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -9347509.000000 Penalty: 3670.820068
	Iteration 38Q: 3 clusters Score -9347509 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -9347607.000000 Penalty: 3670.820068
	Iteration 39Q: 3 clusters Score -9347607 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -9347699.000000 Penalty: 3670.820068
	Iteration 40F: 3 clusters Score -9347699 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -9347733.000000 Penalty: 3670.820068
	Iteration 41Q: 3 clusters Score -9347733 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -9347811.000000 Penalty: 3670.820068
	Iteration 42Q: 3 clusters Score -9347811 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -9347853.000000 Penalty: 3670.820068
	Iteration 43Q: 3 clusters Score -9347853 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -9347958.000000 Penalty: 3670.820068
	Iteration 44Q: 3 clusters Score -9347958 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -9348053.000000 Penalty: 3670.820068
	Iteration 45Q: 3 clusters Score -9348053 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -9348125.000000 Penalty: 3670.820068
	Iteration 46Q: 3 clusters Score -9348125 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -9348198.000000 Penalty: 3670.820068
	Iteration 47Q: 3 clusters Score -9348198 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -9348287.000000 Penalty: 3670.820068
	Iteration 48Q: 3 clusters Score -9348287 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -9348394.000000 Penalty: 3670.820068
	Iteration 49Q: 3 clusters Score -9348394 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -9348501.000000 Penalty: 3670.820068
	Iteration 50Q: 3 clusters Score -9348501 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -9348615.000000 Penalty: 3670.820068
	Iteration 51Q: 3 clusters Score -9348615 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -9348714.000000 Penalty: 3670.820068
	Iteration 52Q: 3 clusters Score -9348714 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 64871 members 
Entering Unmasked Estep 
Score: -9348820.000000 Penalty: 3670.820068
	Iteration 53Q: 3 clusters Score -9348820 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -9348883.000000 Penalty: 3670.820068
	Iteration 54Q: 3 clusters Score -9348883 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -9349011.000000 Penalty: 3670.820068
	Iteration 55Q: 3 clusters Score -9349011 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -9349163.000000 Penalty: 3670.820068
	Iteration 56Q: 3 clusters Score -9349163 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -9349345.000000 Penalty: 3670.820068
	Iteration 57Q: 3 clusters Score -9349345 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -9349533.000000 Penalty: 3670.820068
	Iteration 58Q: 3 clusters Score -9349533 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 68176 members 
Entering Unmasked Estep 
Score: -9349672.000000 Penalty: 3670.820068
	Iteration 59Q: 3 clusters Score -9349672 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -9349858.000000 Penalty: 3670.820068
	Iteration 60F: 3 clusters Score -9349858 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -9350082.000000 Penalty: 3670.820068
	Iteration 61Q: 3 clusters Score -9350082 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -9350292.000000 Penalty: 3670.820068
	Iteration 62Q: 3 clusters Score -9350292 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -9350551.000000 Penalty: 3670.820068
	Iteration 63Q: 3 clusters Score -9350551 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -9350776.000000 Penalty: 3670.820068
	Iteration 64Q: 3 clusters Score -9350776 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -9351034.000000 Penalty: 3670.820068
	Iteration 65Q: 3 clusters Score -9351034 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -9351342.000000 Penalty: 3670.820068
	Iteration 66Q: 3 clusters Score -9351342 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -9351674.000000 Penalty: 3670.820068
	Iteration 67Q: 3 clusters Score -9351674 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -9352092.000000 Penalty: 3670.820068
	Iteration 68Q: 3 clusters Score -9352092 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -9352495.000000 Penalty: 3670.820068
	Iteration 69Q: 3 clusters Score -9352495 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -9352875.000000 Penalty: 3670.820068
	Iteration 70Q: 3 clusters Score -9352875 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -9353205.000000 Penalty: 3670.820068
	Iteration 71Q: 3 clusters Score -9353205 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
Score: -9353474.000000 Penalty: 3670.820068
	Iteration 72Q: 3 clusters Score -9353474 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 78406 members 
Entering Unmasked Estep 
Score: -9353681.000000 Penalty: 3670.820068
	Iteration 73Q: 3 clusters Score -9353681 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -9353798.000000 Penalty: 3670.820068
	Iteration 74Q: 3 clusters Score -9353798 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 79053 members 
Entering Unmasked Estep 
Score: -9353919.000000 Penalty: 3670.820068
	Iteration 75Q: 3 clusters Score -9353919 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -9354025.000000 Penalty: 3670.820068
	Iteration 76Q: 3 clusters Score -9354025 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -9354083.000000 Penalty: 3670.820068
	Iteration 77Q: 3 clusters Score -9354083 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -9354131.000000 Penalty: 3670.820068
	Iteration 78Q: 3 clusters Score -9354131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -9354156.000000 Penalty: 3670.820068
	Iteration 79Q: 3 clusters Score -9354156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -9354177.000000 Penalty: 3670.820068
	Iteration 80F: 3 clusters Score -9354177 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -9354197.000000 Penalty: 3670.820068
	Iteration 81Q: 3 clusters Score -9354197 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -9354227.000000 Penalty: 3670.820068
	Iteration 82Q: 3 clusters Score -9354227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -9354231.000000 Penalty: 3670.820068
	Iteration 83Q: 3 clusters Score -9354231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -9354238.000000 Penalty: 3670.820068
	Iteration 84Q: 3 clusters Score -9354238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -9354253.000000 Penalty: 3670.820068
	Iteration 85Q: 3 clusters Score -9354253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -9354270.000000 Penalty: 3670.820068
	Iteration 86Q: 3 clusters Score -9354270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 79900 members 
Entering Unmasked Estep 
Score: -9354283.000000 Penalty: 3670.820068
	Iteration 87Q: 3 clusters Score -9354283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -9354304.000000 Penalty: 3670.820068
	Iteration 88Q: 3 clusters Score -9354304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 79923 members 
Entering Unmasked Estep 
Score: -9354310.000000 Penalty: 3670.820068
	Iteration 89Q: 3 clusters Score -9354310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
Score: -9354312.000000 Penalty: 3670.820068
	Iteration 90Q: 3 clusters Score -9354312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -9354319.000000 Penalty: 3670.820068
	Iteration 91Q: 3 clusters Score -9354319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -9354314.000000 Penalty: 3670.820068
	Iteration 92Q: 3 clusters Score -9354314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -9354319.000000 Penalty: 3670.820068
	Iteration 93Q: 3 clusters Score -9354319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -9354322.000000 Penalty: 3670.820068
	Iteration 94Q: 3 clusters Score -9354322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -9354320.000000 Penalty: 3670.820068
	Iteration 95Q: 3 clusters Score -9354320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -9354320.000000 Penalty: 3670.820068
	Iteration 96F: 3 clusters Score -9354320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (65839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Entering Unmasked Estep 
Score: -7666295.000000 Penalty: 1802.932251
	Iteration 0F: 2 clusters Score -7666295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -7622581.000000 Penalty: 3605.864502
	Iteration 0F: 3 clusters Score -7622581 nChanged 31075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -7640359.500000 Penalty: 3605.864502
	Iteration 1F: 3 clusters Score -7640360 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -7641117.000000 Penalty: 3605.864502
	Iteration 2Q: 3 clusters Score -7641117 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -7642086.500000 Penalty: 3605.864502
	Iteration 3Q: 3 clusters Score -7642086 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -7643494.000000 Penalty: 3605.864502
	Iteration 4Q: 3 clusters Score -7643494 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -7645511.500000 Penalty: 3605.864502
	Iteration 5F: 3 clusters Score -7645512 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -7648305.500000 Penalty: 3605.864502
	Iteration 6F: 3 clusters Score -7648306 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -7651690.500000 Penalty: 3605.864502
	Iteration 7F: 3 clusters Score -7651690 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -7654867.500000 Penalty: 3605.864502
	Iteration 8F: 3 clusters Score -7654868 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -7656893.000000 Penalty: 3605.864502
	Iteration 9Q: 3 clusters Score -7656893 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -7657962.000000 Penalty: 3605.864502
	Iteration 10Q: 3 clusters Score -7657962 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -7658634.000000 Penalty: 3605.864502
	Iteration 11Q: 3 clusters Score -7658634 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -7659159.500000 Penalty: 3605.864502
	Iteration 12Q: 3 clusters Score -7659160 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -7659641.000000 Penalty: 3605.864502
	Iteration 13Q: 3 clusters Score -7659641 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -7660125.500000 Penalty: 3605.864502
	Iteration 14Q: 3 clusters Score -7660126 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -7660563.000000 Penalty: 3605.864502
	Iteration 15Q: 3 clusters Score -7660563 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -7660974.000000 Penalty: 3605.864502
	Iteration 16Q: 3 clusters Score -7660974 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -7661385.500000 Penalty: 3605.864502
	Iteration 17Q: 3 clusters Score -7661386 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -7661812.000000 Penalty: 3605.864502
	Iteration 18Q: 3 clusters Score -7661812 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -7662193.000000 Penalty: 3605.864502
	Iteration 19Q: 3 clusters Score -7662193 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -7662568.000000 Penalty: 3605.864502
	Iteration 20F: 3 clusters Score -7662568 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -7662890.000000 Penalty: 3605.864502
	Iteration 21Q: 3 clusters Score -7662890 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -7663182.000000 Penalty: 3605.864502
	Iteration 22Q: 3 clusters Score -7663182 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -7663433.000000 Penalty: 3605.864502
	Iteration 23Q: 3 clusters Score -7663433 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -7663599.000000 Penalty: 3605.864502
	Iteration 24Q: 3 clusters Score -7663599 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -7663759.500000 Penalty: 3605.864502
	Iteration 25Q: 3 clusters Score -7663760 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -7663924.000000 Penalty: 3605.864502
	Iteration 26Q: 3 clusters Score -7663924 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7664083.500000 Penalty: 3605.864502
	Iteration 27Q: 3 clusters Score -7664084 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7664188.500000 Penalty: 3605.864502
	Iteration 28Q: 3 clusters Score -7664188 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7664348.500000 Penalty: 3605.864502
	Iteration 29Q: 3 clusters Score -7664348 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7664466.000000 Penalty: 3605.864502
	Iteration 30Q: 3 clusters Score -7664466 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7664541.000000 Penalty: 3605.864502
	Iteration 31Q: 3 clusters Score -7664541 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64107 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7664617.500000 Penalty: 3605.864502
	Iteration 32Q: 3 clusters Score -7664618 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7664661.500000 Penalty: 3605.864502
	Iteration 33Q: 3 clusters Score -7664662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7664697.000000 Penalty: 3605.864502
	Iteration 34Q: 3 clusters Score -7664697 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7664714.000000 Penalty: 3605.864502
	Iteration 35Q: 3 clusters Score -7664714 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7664748.500000 Penalty: 3605.864502
	Iteration 36Q: 3 clusters Score -7664748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7664777.500000 Penalty: 3605.864502
	Iteration 37Q: 3 clusters Score -7664778 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7664827.500000 Penalty: 3605.864502
	Iteration 38Q: 3 clusters Score -7664828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7664837.000000 Penalty: 3605.864502
	Iteration 39Q: 3 clusters Score -7664837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7664850.000000 Penalty: 3605.864502
	Iteration 40F: 3 clusters Score -7664850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7664867.500000 Penalty: 3605.864502
	Iteration 41Q: 3 clusters Score -7664868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7664880.500000 Penalty: 3605.864502
	Iteration 42Q: 3 clusters Score -7664880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7664893.000000 Penalty: 3605.864502
	Iteration 43Q: 3 clusters Score -7664893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7664906.500000 Penalty: 3605.864502
	Iteration 44Q: 3 clusters Score -7664906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7664906.500000 Penalty: 3605.864502
	Iteration 45Q: 3 clusters Score -7664906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7664923.000000 Penalty: 3605.864502
	Iteration 46Q: 3 clusters Score -7664923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7664930.000000 Penalty: 3605.864502
	Iteration 47Q: 3 clusters Score -7664930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7664924.500000 Penalty: 3605.864502
	Iteration 48Q: 3 clusters Score -7664924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7664929.000000 Penalty: 3605.864502
	Iteration 49Q: 3 clusters Score -7664929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7664935.000000 Penalty: 3605.864502
	Iteration 50Q: 3 clusters Score -7664935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7664932.500000 Penalty: 3605.864502
	Iteration 51Q: 3 clusters Score -7664932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7664934.500000 Penalty: 3605.864502
	Iteration 52Q: 3 clusters Score -7664934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7664937.000000 Penalty: 3605.864502
	Iteration 53Q: 3 clusters Score -7664937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7664940.500000 Penalty: 3605.864502
	Iteration 54Q: 3 clusters Score -7664940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7664946.500000 Penalty: 3605.864502
	Iteration 55Q: 3 clusters Score -7664946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7664947.500000 Penalty: 3605.864502
	Iteration 56Q: 3 clusters Score -7664948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7664947.500000 Penalty: 3605.864502
	Iteration 57Q: 3 clusters Score -7664948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7664950.000000 Penalty: 3605.864502
	Iteration 58Q: 3 clusters Score -7664950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7664951.500000 Penalty: 3605.864502
	Iteration 59Q: 3 clusters Score -7664952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7664970.000000 Penalty: 3605.864502
	Iteration 60F: 3 clusters Score -7664970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7664967.500000 Penalty: 3605.864502
	Iteration 61Q: 3 clusters Score -7664968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7664967.500000 Penalty: 3605.864502
	Iteration 62Q: 3 clusters Score -7664968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7664974.500000 Penalty: 3605.864502
	Iteration 63Q: 3 clusters Score -7664974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7664973.000000 Penalty: 3605.864502
	Iteration 64Q: 3 clusters Score -7664973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7664976.000000 Penalty: 3605.864502
	Iteration 65Q: 3 clusters Score -7664976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7664968.000000 Penalty: 3605.864502
	Iteration 66Q: 3 clusters Score -7664968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7664974.000000 Penalty: 3605.864502
	Iteration 67Q: 3 clusters Score -7664974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7664972.000000 Penalty: 3605.864502
	Iteration 68Q: 3 clusters Score -7664972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7664970.500000 Penalty: 3605.864502
	Iteration 69Q: 3 clusters Score -7664970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7664971.000000 Penalty: 3605.864502
	Iteration 70Q: 3 clusters Score -7664971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7664972.500000 Penalty: 3605.864502
	Iteration 71Q: 3 clusters Score -7664972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7664979.500000 Penalty: 3605.864502
	Iteration 72Q: 3 clusters Score -7664980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7664978.000000 Penalty: 3605.864502
	Iteration 73Q: 3 clusters Score -7664978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7664977.000000 Penalty: 3605.864502
	Iteration 74Q: 3 clusters Score -7664977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7664975.000000 Penalty: 3605.864502
	Iteration 75Q: 3 clusters Score -7664975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7664977.000000 Penalty: 3605.864502
	Iteration 76Q: 3 clusters Score -7664977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7664977.000000 Penalty: 3605.864502
	Iteration 77F: 3 clusters Score -7664977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Entering Unmasked Estep 
Score: -515171.093750 Penalty: 1366.452637
	Iteration 0F: 2 clusters Score -515171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -511540.343750 Penalty: 2732.905273
	Iteration 0F: 3 clusters Score -511540.3 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -512522.812500 Penalty: 2732.905273
	Iteration 1F: 3 clusters Score -512522.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -512699.250000 Penalty: 2732.905273
	Iteration 2F: 3 clusters Score -512699.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -512832.968750 Penalty: 2732.905273
	Iteration 3F: 3 clusters Score -512833 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -512938.906250 Penalty: 2732.905273
	Iteration 4Q: 3 clusters Score -512938.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -513019.625000 Penalty: 2732.905273
	Iteration 5Q: 3 clusters Score -513019.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -513091.781250 Penalty: 2732.905273
	Iteration 6Q: 3 clusters Score -513091.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -513155.781250 Penalty: 2732.905273
	Iteration 7Q: 3 clusters Score -513155.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -513208.343750 Penalty: 2732.905273
	Iteration 8Q: 3 clusters Score -513208.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -513265.562500 Penalty: 2732.905273
	Iteration 9Q: 3 clusters Score -513265.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -513326.406250 Penalty: 2732.905273
	Iteration 10Q: 3 clusters Score -513326.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -513380.093750 Penalty: 2732.905273
	Iteration 11Q: 3 clusters Score -513380.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -513419.031250 Penalty: 2732.905273
	Iteration 12Q: 3 clusters Score -513419 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -513448.937500 Penalty: 2732.905273
	Iteration 13Q: 3 clusters Score -513448.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -513470.281250 Penalty: 2732.905273
	Iteration 14Q: 3 clusters Score -513470.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -513484.781250 Penalty: 2732.905273
	Iteration 15Q: 3 clusters Score -513484.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -513498.843750 Penalty: 2732.905273
	Iteration 16Q: 3 clusters Score -513498.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -513514.375000 Penalty: 2732.905273
	Iteration 17Q: 3 clusters Score -513514.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -513526.093750 Penalty: 2732.905273
	Iteration 18Q: 3 clusters Score -513526.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -513540.875000 Penalty: 2732.905273
	Iteration 19Q: 3 clusters Score -513540.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -513558.812500 Penalty: 2732.905273
	Iteration 20F: 3 clusters Score -513558.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -513572.812500 Penalty: 2732.905273
	Iteration 21Q: 3 clusters Score -513572.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -513584.062500 Penalty: 2732.905273
	Iteration 22Q: 3 clusters Score -513584.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -513596.437500 Penalty: 2732.905273
	Iteration 23Q: 3 clusters Score -513596.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -513611.062500 Penalty: 2732.905273
	Iteration 24Q: 3 clusters Score -513611.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -513628.875000 Penalty: 2732.905273
	Iteration 25Q: 3 clusters Score -513628.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -513650.437500 Penalty: 2732.905273
	Iteration 26Q: 3 clusters Score -513650.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -513672.093750 Penalty: 2732.905273
	Iteration 27Q: 3 clusters Score -513672.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -513695.937500 Penalty: 2732.905273
	Iteration 28Q: 3 clusters Score -513695.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -513719.906250 Penalty: 2732.905273
	Iteration 29Q: 3 clusters Score -513719.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -513741.437500 Penalty: 2732.905273
	Iteration 30Q: 3 clusters Score -513741.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -513765.312500 Penalty: 2732.905273
	Iteration 31Q: 3 clusters Score -513765.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -513790.968750 Penalty: 2732.905273
	Iteration 32Q: 3 clusters Score -513791 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -513825.906250 Penalty: 2732.905273
	Iteration 33Q: 3 clusters Score -513825.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -513876.437500 Penalty: 2732.905273
	Iteration 34Q: 3 clusters Score -513876.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -513929.093750 Penalty: 2732.905273
	Iteration 35Q: 3 clusters Score -513929.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -514003.000000 Penalty: 2732.905273
	Iteration 36Q: 3 clusters Score -514003 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -514115.218750 Penalty: 2732.905273
	Iteration 37Q: 3 clusters Score -514115.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -514234.437500 Penalty: 2732.905273
	Iteration 38Q: 3 clusters Score -514234.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -514337.218750 Penalty: 2732.905273
	Iteration 39Q: 3 clusters Score -514337.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -514427.281250 Penalty: 2732.905273
	Iteration 40F: 3 clusters Score -514427.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -514483.812500 Penalty: 2732.905273
	Iteration 41Q: 3 clusters Score -514483.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -514517.687500 Penalty: 2732.905273
	Iteration 42Q: 3 clusters Score -514517.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -514531.625000 Penalty: 2732.905273
	Iteration 43Q: 3 clusters Score -514531.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -514539.218750 Penalty: 2732.905273
	Iteration 44Q: 3 clusters Score -514539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -514544.250000 Penalty: 2732.905273
	Iteration 45Q: 3 clusters Score -514544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -514547.625000 Penalty: 2732.905273
	Iteration 46Q: 3 clusters Score -514547.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -514551.093750 Penalty: 2732.905273
	Iteration 47Q: 3 clusters Score -514551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -514551.656250 Penalty: 2732.905273
	Iteration 48Q: 3 clusters Score -514551.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -514554.531250 Penalty: 2732.905273
	Iteration 49Q: 3 clusters Score -514554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -514554.843750 Penalty: 2732.905273
	Iteration 50Q: 3 clusters Score -514554.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -514554.843750 Penalty: 2732.905273
	Iteration 51F: 3 clusters Score -514554.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -328848.625000 Penalty: 1299.292114
	Iteration 0F: 2 clusters Score -328848.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -326121.812500 Penalty: 2598.584229
	Iteration 0F: 3 clusters Score -326121.8 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -326832.593750 Penalty: 2598.584229
	Iteration 1F: 3 clusters Score -326832.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -326969.812500 Penalty: 2598.584229
	Iteration 2F: 3 clusters Score -326969.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -327050.718750 Penalty: 2598.584229
	Iteration 3Q: 3 clusters Score -327050.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -327126.656250 Penalty: 2598.584229
	Iteration 4Q: 3 clusters Score -327126.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -327191.000000 Penalty: 2598.584229
	Iteration 5Q: 3 clusters Score -327191 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -327263.625000 Penalty: 2598.584229
	Iteration 6Q: 3 clusters Score -327263.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -327326.531250 Penalty: 2598.584229
	Iteration 7Q: 3 clusters Score -327326.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -327392.875000 Penalty: 2598.584229
	Iteration 8Q: 3 clusters Score -327392.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -327440.187500 Penalty: 2598.584229
	Iteration 9Q: 3 clusters Score -327440.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -327479.156250 Penalty: 2598.584229
	Iteration 10Q: 3 clusters Score -327479.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -327509.593750 Penalty: 2598.584229
	Iteration 11Q: 3 clusters Score -327509.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -327533.125000 Penalty: 2598.584229
	Iteration 12Q: 3 clusters Score -327533.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -327560.562500 Penalty: 2598.584229
	Iteration 13Q: 3 clusters Score -327560.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -327587.531250 Penalty: 2598.584229
	Iteration 14Q: 3 clusters Score -327587.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -327622.906250 Penalty: 2598.584229
	Iteration 15Q: 3 clusters Score -327622.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -327654.562500 Penalty: 2598.584229
	Iteration 16Q: 3 clusters Score -327654.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -327683.718750 Penalty: 2598.584229
	Iteration 17Q: 3 clusters Score -327683.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -327708.625000 Penalty: 2598.584229
	Iteration 18Q: 3 clusters Score -327708.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -327725.500000 Penalty: 2598.584229
	Iteration 19Q: 3 clusters Score -327725.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -327738.312500 Penalty: 2598.584229
	Iteration 20F: 3 clusters Score -327738.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -327751.000000 Penalty: 2598.584229
	Iteration 21Q: 3 clusters Score -327751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -327764.656250 Penalty: 2598.584229
	Iteration 22Q: 3 clusters Score -327764.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -327772.812500 Penalty: 2598.584229
	Iteration 23Q: 3 clusters Score -327772.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -327779.093750 Penalty: 2598.584229
	Iteration 24Q: 3 clusters Score -327779.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -327785.687500 Penalty: 2598.584229
	Iteration 25Q: 3 clusters Score -327785.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -327794.781250 Penalty: 2598.584229
	Iteration 26Q: 3 clusters Score -327794.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -327800.781250 Penalty: 2598.584229
	Iteration 27Q: 3 clusters Score -327800.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -327806.125000 Penalty: 2598.584229
	Iteration 28Q: 3 clusters Score -327806.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -327807.968750 Penalty: 2598.584229
	Iteration 29Q: 3 clusters Score -327808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -327812.062500 Penalty: 2598.584229
	Iteration 30Q: 3 clusters Score -327812.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -327815.000000 Penalty: 2598.584229
	Iteration 31Q: 3 clusters Score -327815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -327818.406250 Penalty: 2598.584229
	Iteration 32Q: 3 clusters Score -327818.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -327823.531250 Penalty: 2598.584229
	Iteration 33Q: 3 clusters Score -327823.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -327825.781250 Penalty: 2598.584229
	Iteration 34Q: 3 clusters Score -327825.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -327829.468750 Penalty: 2598.584229
	Iteration 35Q: 3 clusters Score -327829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -327830.312500 Penalty: 2598.584229
	Iteration 36Q: 3 clusters Score -327830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -327832.000000 Penalty: 2598.584229
	Iteration 37Q: 3 clusters Score -327832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -327834.000000 Penalty: 2598.584229
	Iteration 38Q: 3 clusters Score -327834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -327834.656250 Penalty: 2598.584229
	Iteration 39Q: 3 clusters Score -327834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -327834.875000 Penalty: 2598.584229
	Iteration 40F: 3 clusters Score -327834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -327836.406250 Penalty: 2598.584229
	Iteration 41Q: 3 clusters Score -327836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -327836.218750 Penalty: 2598.584229
	Iteration 42Q: 3 clusters Score -327836.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -327836.218750 Penalty: 2598.584229
	Iteration 43F: 3 clusters Score -327836.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -41539.550781 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -41539.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40645.597656 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -40645.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40839.652344 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -40839.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40881.542969 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -40881.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40891.394531 Penalty: 1961.531494
	Iteration 3Q: 3 clusters Score -40891.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40893.101562 Penalty: 1961.531494
	Iteration 4Q: 3 clusters Score -40893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40894.378906 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -40894.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40894.378906 Penalty: 1961.531494
	Iteration 6F: 3 clusters Score -40894.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -13178.295898 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -13178.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12619.144531 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -12619.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12726.583984 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -12726.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12781.324219 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -12781.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12795.194336 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -12795.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12811.096680 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -12811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12823.480469 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -12823.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12823.480469 Penalty: 1689.511475
	Iteration 6F: 3 clusters Score -12823.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -420181.406250 Penalty: 1332.546753
	Iteration 0F: 2 clusters Score -420181.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -417068.781250 Penalty: 2665.093506
	Iteration 0F: 3 clusters Score -417068.8 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -417807.437500 Penalty: 2665.093506
	Iteration 1F: 3 clusters Score -417807.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -417948.781250 Penalty: 2665.093506
	Iteration 2F: 3 clusters Score -417948.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -418051.468750 Penalty: 2665.093506
	Iteration 3F: 3 clusters Score -418051.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -418126.843750 Penalty: 2665.093506
	Iteration 4Q: 3 clusters Score -418126.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -418192.406250 Penalty: 2665.093506
	Iteration 5Q: 3 clusters Score -418192.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -418245.031250 Penalty: 2665.093506
	Iteration 6Q: 3 clusters Score -418245 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -418287.593750 Penalty: 2665.093506
	Iteration 7Q: 3 clusters Score -418287.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -418323.968750 Penalty: 2665.093506
	Iteration 8Q: 3 clusters Score -418324 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -418363.750000 Penalty: 2665.093506
	Iteration 9Q: 3 clusters Score -418363.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -418398.812500 Penalty: 2665.093506
	Iteration 10Q: 3 clusters Score -418398.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -418430.187500 Penalty: 2665.093506
	Iteration 11Q: 3 clusters Score -418430.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -418462.687500 Penalty: 2665.093506
	Iteration 12Q: 3 clusters Score -418462.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -418493.968750 Penalty: 2665.093506
	Iteration 13Q: 3 clusters Score -418494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -418533.062500 Penalty: 2665.093506
	Iteration 14Q: 3 clusters Score -418533.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -418570.406250 Penalty: 2665.093506
	Iteration 15Q: 3 clusters Score -418570.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -418606.531250 Penalty: 2665.093506
	Iteration 16Q: 3 clusters Score -418606.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -418639.843750 Penalty: 2665.093506
	Iteration 17Q: 3 clusters Score -418639.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -418680.937500 Penalty: 2665.093506
	Iteration 18Q: 3 clusters Score -418680.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -418728.250000 Penalty: 2665.093506
	Iteration 19Q: 3 clusters Score -418728.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -418776.531250 Penalty: 2665.093506
	Iteration 20F: 3 clusters Score -418776.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -418812.187500 Penalty: 2665.093506
	Iteration 21Q: 3 clusters Score -418812.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -418836.437500 Penalty: 2665.093506
	Iteration 22Q: 3 clusters Score -418836.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -418857.031250 Penalty: 2665.093506
	Iteration 23Q: 3 clusters Score -418857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -418875.625000 Penalty: 2665.093506
	Iteration 24Q: 3 clusters Score -418875.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -418890.937500 Penalty: 2665.093506
	Iteration 25Q: 3 clusters Score -418890.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -418901.250000 Penalty: 2665.093506
	Iteration 26Q: 3 clusters Score -418901.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -418909.468750 Penalty: 2665.093506
	Iteration 27Q: 3 clusters Score -418909.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -418918.437500 Penalty: 2665.093506
	Iteration 28Q: 3 clusters Score -418918.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -418924.156250 Penalty: 2665.093506
	Iteration 29Q: 3 clusters Score -418924.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -418930.343750 Penalty: 2665.093506
	Iteration 30Q: 3 clusters Score -418930.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -418937.968750 Penalty: 2665.093506
	Iteration 31Q: 3 clusters Score -418938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -418942.375000 Penalty: 2665.093506
	Iteration 32Q: 3 clusters Score -418942.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -418948.250000 Penalty: 2665.093506
	Iteration 33Q: 3 clusters Score -418948.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -418955.750000 Penalty: 2665.093506
	Iteration 34Q: 3 clusters Score -418955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -418959.750000 Penalty: 2665.093506
	Iteration 35Q: 3 clusters Score -418959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -418963.187500 Penalty: 2665.093506
	Iteration 36Q: 3 clusters Score -418963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -418967.812500 Penalty: 2665.093506
	Iteration 37Q: 3 clusters Score -418967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -418973.781250 Penalty: 2665.093506
	Iteration 38Q: 3 clusters Score -418973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -418978.125000 Penalty: 2665.093506
	Iteration 39Q: 3 clusters Score -418978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -418983.656250 Penalty: 2665.093506
	Iteration 40F: 3 clusters Score -418983.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -418985.218750 Penalty: 2665.093506
	Iteration 41Q: 3 clusters Score -418985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -418986.062500 Penalty: 2665.093506
	Iteration 42Q: 3 clusters Score -418986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -418986.843750 Penalty: 2665.093506
	Iteration 43Q: 3 clusters Score -418986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -418987.812500 Penalty: 2665.093506
	Iteration 44Q: 3 clusters Score -418987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -418988.875000 Penalty: 2665.093506
	Iteration 45Q: 3 clusters Score -418988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -418990.468750 Penalty: 2665.093506
	Iteration 46Q: 3 clusters Score -418990.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -418990.531250 Penalty: 2665.093506
	Iteration 47Q: 3 clusters Score -418990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -418990.531250 Penalty: 2665.093506
	Iteration 48F: 3 clusters Score -418990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Entering Unmasked Estep 
Score: -3202022.000000 Penalty: 1666.960815
	Iteration 0F: 2 clusters Score -3202022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3182724.500000 Penalty: 3333.921631
	Iteration 0F: 3 clusters Score -3182724 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3190076.250000 Penalty: 3333.921631
	Iteration 1F: 3 clusters Score -3190076 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3190448.500000 Penalty: 3333.921631
	Iteration 2Q: 3 clusters Score -3190448 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3190819.500000 Penalty: 3333.921631
	Iteration 3Q: 3 clusters Score -3190820 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3191196.750000 Penalty: 3333.921631
	Iteration 4Q: 3 clusters Score -3191197 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3191703.500000 Penalty: 3333.921631
	Iteration 5Q: 3 clusters Score -3191704 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3192436.750000 Penalty: 3333.921631
	Iteration 6Q: 3 clusters Score -3192437 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3193441.250000 Penalty: 3333.921631
	Iteration 7F: 3 clusters Score -3193441 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3194896.750000 Penalty: 3333.921631
	Iteration 8F: 3 clusters Score -3194897 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3196560.750000 Penalty: 3333.921631
	Iteration 9F: 3 clusters Score -3196561 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3198068.750000 Penalty: 3333.921631
	Iteration 10F: 3 clusters Score -3198069 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3199123.250000 Penalty: 3333.921631
	Iteration 11Q: 3 clusters Score -3199123 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3199767.500000 Penalty: 3333.921631
	Iteration 12Q: 3 clusters Score -3199768 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3200110.250000 Penalty: 3333.921631
	Iteration 13Q: 3 clusters Score -3200110 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3200303.750000 Penalty: 3333.921631
	Iteration 14Q: 3 clusters Score -3200304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3200386.750000 Penalty: 3333.921631
	Iteration 15Q: 3 clusters Score -3200387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -3200474.750000 Penalty: 3333.921631
	Iteration 16Q: 3 clusters Score -3200475 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3200532.250000 Penalty: 3333.921631
	Iteration 17Q: 3 clusters Score -3200532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3200557.250000 Penalty: 3333.921631
	Iteration 18Q: 3 clusters Score -3200557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3200582.500000 Penalty: 3333.921631
	Iteration 19Q: 3 clusters Score -3200582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3200598.500000 Penalty: 3333.921631
	Iteration 20F: 3 clusters Score -3200598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -3200604.250000 Penalty: 3333.921631
	Iteration 21Q: 3 clusters Score -3200604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3200608.500000 Penalty: 3333.921631
	Iteration 22Q: 3 clusters Score -3200608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -3200623.500000 Penalty: 3333.921631
	Iteration 23Q: 3 clusters Score -3200624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3200626.750000 Penalty: 3333.921631
	Iteration 24Q: 3 clusters Score -3200627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3200628.750000 Penalty: 3333.921631
	Iteration 25Q: 3 clusters Score -3200629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3200629.000000 Penalty: 3333.921631
	Iteration 26Q: 3 clusters Score -3200629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3200632.750000 Penalty: 3333.921631
	Iteration 27Q: 3 clusters Score -3200633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3200635.000000 Penalty: 3333.921631
	Iteration 28Q: 3 clusters Score -3200635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3200634.250000 Penalty: 3333.921631
	Iteration 29Q: 3 clusters Score -3200634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3200634.250000 Penalty: 3333.921631
	Iteration 30F: 3 clusters Score -3200634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -570207.562500 Penalty: 1388.941895
	Iteration 0F: 2 clusters Score -570207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -566150.187500 Penalty: 2777.883789
	Iteration 0F: 3 clusters Score -566150.2 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -567264.875000 Penalty: 2777.883789
	Iteration 1F: 3 clusters Score -567264.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -567436.875000 Penalty: 2777.883789
	Iteration 2F: 3 clusters Score -567436.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -567572.500000 Penalty: 2777.883789
	Iteration 3Q: 3 clusters Score -567572.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -567701.187500 Penalty: 2777.883789
	Iteration 4Q: 3 clusters Score -567701.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -567829.062500 Penalty: 2777.883789
	Iteration 5Q: 3 clusters Score -567829.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -567943.312500 Penalty: 2777.883789
	Iteration 6Q: 3 clusters Score -567943.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -568036.312500 Penalty: 2777.883789
	Iteration 7Q: 3 clusters Score -568036.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -568109.750000 Penalty: 2777.883789
	Iteration 8Q: 3 clusters Score -568109.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -568190.375000 Penalty: 2777.883789
	Iteration 9Q: 3 clusters Score -568190.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -568252.875000 Penalty: 2777.883789
	Iteration 10Q: 3 clusters Score -568252.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -568308.437500 Penalty: 2777.883789
	Iteration 11Q: 3 clusters Score -568308.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -568362.750000 Penalty: 2777.883789
	Iteration 12Q: 3 clusters Score -568362.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -568420.250000 Penalty: 2777.883789
	Iteration 13Q: 3 clusters Score -568420.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -568473.062500 Penalty: 2777.883789
	Iteration 14Q: 3 clusters Score -568473.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -568507.562500 Penalty: 2777.883789
	Iteration 15Q: 3 clusters Score -568507.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -568533.375000 Penalty: 2777.883789
	Iteration 16Q: 3 clusters Score -568533.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -568565.250000 Penalty: 2777.883789
	Iteration 17Q: 3 clusters Score -568565.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -568601.125000 Penalty: 2777.883789
	Iteration 18Q: 3 clusters Score -568601.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -568631.875000 Penalty: 2777.883789
	Iteration 19Q: 3 clusters Score -568631.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -568656.750000 Penalty: 2777.883789
	Iteration 20F: 3 clusters Score -568656.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -568679.812500 Penalty: 2777.883789
	Iteration 21Q: 3 clusters Score -568679.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -568706.500000 Penalty: 2777.883789
	Iteration 22Q: 3 clusters Score -568706.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -568729.375000 Penalty: 2777.883789
	Iteration 23Q: 3 clusters Score -568729.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -568751.937500 Penalty: 2777.883789
	Iteration 24Q: 3 clusters Score -568751.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -568765.375000 Penalty: 2777.883789
	Iteration 25Q: 3 clusters Score -568765.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -568774.750000 Penalty: 2777.883789
	Iteration 26Q: 3 clusters Score -568774.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -568787.125000 Penalty: 2777.883789
	Iteration 27Q: 3 clusters Score -568787.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -568801.812500 Penalty: 2777.883789
	Iteration 28Q: 3 clusters Score -568801.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -568813.812500 Penalty: 2777.883789
	Iteration 29Q: 3 clusters Score -568813.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -568822.437500 Penalty: 2777.883789
	Iteration 30Q: 3 clusters Score -568822.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -568831.000000 Penalty: 2777.883789
	Iteration 31Q: 3 clusters Score -568831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -568836.812500 Penalty: 2777.883789
	Iteration 32Q: 3 clusters Score -568836.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -568839.000000 Penalty: 2777.883789
	Iteration 33Q: 3 clusters Score -568839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -568843.125000 Penalty: 2777.883789
	Iteration 34Q: 3 clusters Score -568843.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -568845.500000 Penalty: 2777.883789
	Iteration 35Q: 3 clusters Score -568845.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -568850.937500 Penalty: 2777.883789
	Iteration 36Q: 3 clusters Score -568850.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -568853.312500 Penalty: 2777.883789
	Iteration 37Q: 3 clusters Score -568853.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -568855.812500 Penalty: 2777.883789
	Iteration 38Q: 3 clusters Score -568855.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -568856.562500 Penalty: 2777.883789
	Iteration 39Q: 3 clusters Score -568856.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -568859.062500 Penalty: 2777.883789
	Iteration 40F: 3 clusters Score -568859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -568862.187500 Penalty: 2777.883789
	Iteration 41Q: 3 clusters Score -568862.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -568867.187500 Penalty: 2777.883789
	Iteration 42Q: 3 clusters Score -568867.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -568870.375000 Penalty: 2777.883789
	Iteration 43Q: 3 clusters Score -568870.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -568875.000000 Penalty: 2777.883789
	Iteration 44Q: 3 clusters Score -568875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -568879.812500 Penalty: 2777.883789
	Iteration 45Q: 3 clusters Score -568879.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -568882.625000 Penalty: 2777.883789
	Iteration 46Q: 3 clusters Score -568882.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -568885.125000 Penalty: 2777.883789
	Iteration 47Q: 3 clusters Score -568885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -568889.625000 Penalty: 2777.883789
	Iteration 48Q: 3 clusters Score -568889.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -568894.687500 Penalty: 2777.883789
	Iteration 49Q: 3 clusters Score -568894.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -568897.062500 Penalty: 2777.883789
	Iteration 50Q: 3 clusters Score -568897.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -568901.437500 Penalty: 2777.883789
	Iteration 51Q: 3 clusters Score -568901.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -568904.937500 Penalty: 2777.883789
	Iteration 52Q: 3 clusters Score -568904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -568907.250000 Penalty: 2777.883789
	Iteration 53Q: 3 clusters Score -568907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -568909.437500 Penalty: 2777.883789
	Iteration 54Q: 3 clusters Score -568909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -568911.437500 Penalty: 2777.883789
	Iteration 55Q: 3 clusters Score -568911.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -568914.312500 Penalty: 2777.883789
	Iteration 56Q: 3 clusters Score -568914.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -568917.875000 Penalty: 2777.883789
	Iteration 57Q: 3 clusters Score -568917.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -568919.562500 Penalty: 2777.883789
	Iteration 58Q: 3 clusters Score -568919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -568919.812500 Penalty: 2777.883789
	Iteration 59Q: 3 clusters Score -568919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -568923.187500 Penalty: 2777.883789
	Iteration 60F: 3 clusters Score -568923.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -568926.000000 Penalty: 2777.883789
	Iteration 61Q: 3 clusters Score -568926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -568928.062500 Penalty: 2777.883789
	Iteration 62Q: 3 clusters Score -568928.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -568930.125000 Penalty: 2777.883789
	Iteration 63Q: 3 clusters Score -568930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -568930.625000 Penalty: 2777.883789
	Iteration 64Q: 3 clusters Score -568930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -568932.812500 Penalty: 2777.883789
	Iteration 65Q: 3 clusters Score -568932.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -568936.312500 Penalty: 2777.883789
	Iteration 66Q: 3 clusters Score -568936.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -568940.062500 Penalty: 2777.883789
	Iteration 67Q: 3 clusters Score -568940.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -568942.562500 Penalty: 2777.883789
	Iteration 68Q: 3 clusters Score -568942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -568945.312500 Penalty: 2777.883789
	Iteration 69Q: 3 clusters Score -568945.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -568946.375000 Penalty: 2777.883789
	Iteration 70Q: 3 clusters Score -568946.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -568947.875000 Penalty: 2777.883789
	Iteration 71Q: 3 clusters Score -568947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -568946.750000 Penalty: 2777.883789
	Iteration 72Q: 3 clusters Score -568946.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -568948.625000 Penalty: 2777.883789
	Iteration 73Q: 3 clusters Score -568948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -568950.187500 Penalty: 2777.883789
	Iteration 74Q: 3 clusters Score -568950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -568950.125000 Penalty: 2777.883789
	Iteration 75Q: 3 clusters Score -568950.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -568953.312500 Penalty: 2777.883789
	Iteration 76Q: 3 clusters Score -568953.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -568955.375000 Penalty: 2777.883789
	Iteration 77Q: 3 clusters Score -568955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -568957.500000 Penalty: 2777.883789
	Iteration 78Q: 3 clusters Score -568957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -568958.437500 Penalty: 2777.883789
	Iteration 79Q: 3 clusters Score -568958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -568957.937500 Penalty: 2777.883789
	Iteration 80F: 3 clusters Score -568957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -568957.375000 Penalty: 2777.883789
	Iteration 81Q: 3 clusters Score -568957.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -568957.375000 Penalty: 2777.883789
	Iteration 82F: 3 clusters Score -568957.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Entering Unmasked Estep 
Score: -1287597.375000 Penalty: 1515.733398
	Iteration 0F: 2 clusters Score -1287597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1279636.125000 Penalty: 3031.466797
	Iteration 0F: 3 clusters Score -1279636 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1282284.750000 Penalty: 3031.466797
	Iteration 1F: 3 clusters Score -1282285 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1282581.875000 Penalty: 3031.466797
	Iteration 2F: 3 clusters Score -1282582 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1282853.875000 Penalty: 3031.466797
	Iteration 3F: 3 clusters Score -1282854 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1283181.375000 Penalty: 3031.466797
	Iteration 4F: 3 clusters Score -1283181 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1283643.125000 Penalty: 3031.466797
	Iteration 5F: 3 clusters Score -1283643 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1284301.875000 Penalty: 3031.466797
	Iteration 6F: 3 clusters Score -1284302 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1285086.125000 Penalty: 3031.466797
	Iteration 7F: 3 clusters Score -1285086 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1285721.875000 Penalty: 3031.466797
	Iteration 8F: 3 clusters Score -1285722 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1286271.250000 Penalty: 3031.466797
	Iteration 9Q: 3 clusters Score -1286271 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1286767.250000 Penalty: 3031.466797
	Iteration 10Q: 3 clusters Score -1286767 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1287114.875000 Penalty: 3031.466797
	Iteration 11Q: 3 clusters Score -1287115 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1287289.125000 Penalty: 3031.466797
	Iteration 12Q: 3 clusters Score -1287289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1287340.000000 Penalty: 3031.466797
	Iteration 13Q: 3 clusters Score -1287340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1287357.250000 Penalty: 3031.466797
	Iteration 14Q: 3 clusters Score -1287357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1287360.375000 Penalty: 3031.466797
	Iteration 15Q: 3 clusters Score -1287360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1287362.500000 Penalty: 3031.466797
	Iteration 16Q: 3 clusters Score -1287362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1287363.625000 Penalty: 3031.466797
	Iteration 17Q: 3 clusters Score -1287364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1287365.750000 Penalty: 3031.466797
	Iteration 18Q: 3 clusters Score -1287366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1287365.375000 Penalty: 3031.466797
	Iteration 19Q: 3 clusters Score -1287365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1287366.125000 Penalty: 3031.466797
	Iteration 20F: 3 clusters Score -1287366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1287366.375000 Penalty: 3031.466797
	Iteration 21Q: 3 clusters Score -1287366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1287367.625000 Penalty: 3031.466797
	Iteration 22Q: 3 clusters Score -1287368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1287367.875000 Penalty: 3031.466797
	Iteration 23Q: 3 clusters Score -1287368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1287367.250000 Penalty: 3031.466797
	Iteration 24Q: 3 clusters Score -1287367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1287367.250000 Penalty: 3031.466797
	Iteration 25F: 3 clusters Score -1287367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (112744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112744 members 
Entering Unmasked Estep 
Score: -13204655.000000 Penalty: 1890.342285
	Iteration 0F: 2 clusters Score -1.320466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -13133366.000000 Penalty: 3780.684570
	Iteration 0F: 3 clusters Score -1.313337e+07 nChanged 54138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -13164501.000000 Penalty: 3780.684570
	Iteration 1F: 3 clusters Score -1.31645e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -13165103.000000 Penalty: 3780.684570
	Iteration 2Q: 3 clusters Score -1.31651e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -13165880.000000 Penalty: 3780.684570
	Iteration 3Q: 3 clusters Score -1.316588e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -13166760.000000 Penalty: 3780.684570
	Iteration 4Q: 3 clusters Score -1.316676e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -13167970.000000 Penalty: 3780.684570
	Iteration 5Q: 3 clusters Score -1.316797e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -13169779.000000 Penalty: 3780.684570
	Iteration 6Q: 3 clusters Score -1.316978e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -13172708.000000 Penalty: 3780.684570
	Iteration 7F: 3 clusters Score -1.317271e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -13176901.000000 Penalty: 3780.684570
	Iteration 8F: 3 clusters Score -1.31769e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -13182523.000000 Penalty: 3780.684570
	Iteration 9F: 3 clusters Score -1.318252e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -13188820.000000 Penalty: 3780.684570
	Iteration 10F: 3 clusters Score -1.318882e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -13194158.000000 Penalty: 3780.684570
	Iteration 11Q: 3 clusters Score -1.319416e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 90038 members 
Entering Unmasked Estep 
Score: -13197174.000000 Penalty: 3780.684570
	Iteration 12Q: 3 clusters Score -1.319717e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 90984 members 
Entering Unmasked Estep 
Score: -13198426.000000 Penalty: 3780.684570
	Iteration 13Q: 3 clusters Score -1.319843e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -13199143.000000 Penalty: 3780.684570
	Iteration 14Q: 3 clusters Score -1.319914e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -13199588.000000 Penalty: 3780.684570
	Iteration 15Q: 3 clusters Score -1.319959e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 92814 members 
Entering Unmasked Estep 
Score: -13199947.000000 Penalty: 3780.684570
	Iteration 16Q: 3 clusters Score -1.319995e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 93257 members 
Entering Unmasked Estep 
Score: -13200229.000000 Penalty: 3780.684570
	Iteration 17Q: 3 clusters Score -1.320023e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -13200512.000000 Penalty: 3780.684570
	Iteration 18Q: 3 clusters Score -1.320051e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -13200694.000000 Penalty: 3780.684570
	Iteration 19Q: 3 clusters Score -1.320069e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 94586 members 
Entering Unmasked Estep 
Score: -13200792.000000 Penalty: 3780.684570
	Iteration 20F: 3 clusters Score -1.320079e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -13200893.000000 Penalty: 3780.684570
	Iteration 21Q: 3 clusters Score -1.320089e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 95241 members 
Entering Unmasked Estep 
Score: -13201014.000000 Penalty: 3780.684570
	Iteration 22Q: 3 clusters Score -1.320101e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -13201153.000000 Penalty: 3780.684570
	Iteration 23Q: 3 clusters Score -1.320115e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -13201208.000000 Penalty: 3780.684570
	Iteration 24Q: 3 clusters Score -1.320121e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -13201215.000000 Penalty: 3780.684570
	Iteration 25Q: 3 clusters Score -1.320122e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -13201233.000000 Penalty: 3780.684570
	Iteration 26Q: 3 clusters Score -1.320123e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -13201287.000000 Penalty: 3780.684570
	Iteration 27Q: 3 clusters Score -1.320129e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -13201264.000000 Penalty: 3780.684570
	Iteration 28Q: 3 clusters Score -1.320126e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -13201322.000000 Penalty: 3780.684570
	Iteration 29Q: 3 clusters Score -1.320132e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -13201338.000000 Penalty: 3780.684570
	Iteration 30Q: 3 clusters Score -1.320134e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -13201325.000000 Penalty: 3780.684570
	Iteration 31Q: 3 clusters Score -1.320132e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 97589 members 
Entering Unmasked Estep 
Score: -13201370.000000 Penalty: 3780.684570
	Iteration 32Q: 3 clusters Score -1.320137e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -13201365.000000 Penalty: 3780.684570
	Iteration 33Q: 3 clusters Score -1.320136e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 98082 members 
Entering Unmasked Estep 
Score: -13201396.000000 Penalty: 3780.684570
	Iteration 34Q: 3 clusters Score -1.32014e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -13201473.000000 Penalty: 3780.684570
	Iteration 35Q: 3 clusters Score -1.320147e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 98653 members 
Entering Unmasked Estep 
Score: -13201466.000000 Penalty: 3780.684570
	Iteration 36Q: 3 clusters Score -1.320147e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 98936 members 
Entering Unmasked Estep 
Score: -13201481.000000 Penalty: 3780.684570
	Iteration 37Q: 3 clusters Score -1.320148e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -13201476.000000 Penalty: 3780.684570
	Iteration 38Q: 3 clusters Score -1.320148e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -13201484.000000 Penalty: 3780.684570
	Iteration 39Q: 3 clusters Score -1.320148e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -13201503.000000 Penalty: 3780.684570
	Iteration 40F: 3 clusters Score -1.32015e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 100168 members 
Entering Unmasked Estep 
Score: -13201533.000000 Penalty: 3780.684570
	Iteration 41Q: 3 clusters Score -1.320153e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -13201565.000000 Penalty: 3780.684570
	Iteration 42Q: 3 clusters Score -1.320156e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -13201646.000000 Penalty: 3780.684570
	Iteration 43Q: 3 clusters Score -1.320165e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -13201712.000000 Penalty: 3780.684570
	Iteration 44Q: 3 clusters Score -1.320171e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -13201771.000000 Penalty: 3780.684570
	Iteration 45Q: 3 clusters Score -1.320177e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -13201868.000000 Penalty: 3780.684570
	Iteration 46Q: 3 clusters Score -1.320187e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 102042 members 
Entering Unmasked Estep 
Score: -13201946.000000 Penalty: 3780.684570
	Iteration 47Q: 3 clusters Score -1.320195e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -13202002.000000 Penalty: 3780.684570
	Iteration 48Q: 3 clusters Score -1.3202e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -13202090.000000 Penalty: 3780.684570
	Iteration 49Q: 3 clusters Score -1.320209e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 103180 members 
Entering Unmasked Estep 
Score: -13202176.000000 Penalty: 3780.684570
	Iteration 50Q: 3 clusters Score -1.320218e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -13202206.000000 Penalty: 3780.684570
	Iteration 51Q: 3 clusters Score -1.320221e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 104048 members 
Entering Unmasked Estep 
Score: -13202288.000000 Penalty: 3780.684570
	Iteration 52Q: 3 clusters Score -1.320229e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -13202324.000000 Penalty: 3780.684570
	Iteration 53Q: 3 clusters Score -1.320232e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 105018 members 
Entering Unmasked Estep 
Score: -13202429.000000 Penalty: 3780.684570
	Iteration 54Q: 3 clusters Score -1.320243e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -13202518.000000 Penalty: 3780.684570
	Iteration 55Q: 3 clusters Score -1.320252e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 106054 members 
Entering Unmasked Estep 
Score: -13202546.000000 Penalty: 3780.684570
	Iteration 56Q: 3 clusters Score -1.320255e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -13202556.000000 Penalty: 3780.684570
	Iteration 57Q: 3 clusters Score -1.320256e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 107020 members 
Entering Unmasked Estep 
Score: -13202598.000000 Penalty: 3780.684570
	Iteration 58Q: 3 clusters Score -1.32026e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 107475 members 
Entering Unmasked Estep 
Score: -13202643.000000 Penalty: 3780.684570
	Iteration 59Q: 3 clusters Score -1.320264e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 107911 members 
Entering Unmasked Estep 
Score: -13202653.000000 Penalty: 3780.684570
	Iteration 60F: 3 clusters Score -1.320265e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -13202735.000000 Penalty: 3780.684570
	Iteration 61Q: 3 clusters Score -1.320274e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 108725 members 
Entering Unmasked Estep 
Score: -13202743.000000 Penalty: 3780.684570
	Iteration 62Q: 3 clusters Score -1.320274e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -13202770.000000 Penalty: 3780.684570
	Iteration 63Q: 3 clusters Score -1.320277e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 109439 members 
Entering Unmasked Estep 
Score: -13202794.000000 Penalty: 3780.684570
	Iteration 64Q: 3 clusters Score -1.320279e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 109744 members 
Entering Unmasked Estep 
Score: -13202902.000000 Penalty: 3780.684570
	Iteration 65Q: 3 clusters Score -1.32029e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 110034 members 
Entering Unmasked Estep 
Score: -13202962.000000 Penalty: 3780.684570
	Iteration 66Q: 3 clusters Score -1.320296e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 110293 members 
Entering Unmasked Estep 
Score: -13203025.000000 Penalty: 3780.684570
	Iteration 67Q: 3 clusters Score -1.320302e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -13203103.000000 Penalty: 3780.684570
	Iteration 68Q: 3 clusters Score -1.32031e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 110737 members 
Entering Unmasked Estep 
Score: -13203143.000000 Penalty: 3780.684570
	Iteration 69Q: 3 clusters Score -1.320314e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 110902 members 
Entering Unmasked Estep 
Score: -13203194.000000 Penalty: 3780.684570
	Iteration 70Q: 3 clusters Score -1.320319e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 111048 members 
Entering Unmasked Estep 
Score: -13203192.000000 Penalty: 3780.684570
	Iteration 71Q: 3 clusters Score -1.320319e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -13203208.000000 Penalty: 3780.684570
	Iteration 72Q: 3 clusters Score -1.320321e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 111262 members 
Entering Unmasked Estep 
Score: -13203197.000000 Penalty: 3780.684570
	Iteration 73Q: 3 clusters Score -1.32032e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 111348 members 
Entering Unmasked Estep 
Score: -13203161.000000 Penalty: 3780.684570
	Iteration 74Q: 3 clusters Score -1.320316e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 111414 members 
Entering Unmasked Estep 
Score: -13203177.000000 Penalty: 3780.684570
	Iteration 75Q: 3 clusters Score -1.320318e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 111482 members 
Entering Unmasked Estep 
Score: -13203199.000000 Penalty: 3780.684570
	Iteration 76Q: 3 clusters Score -1.32032e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 111541 members 
Entering Unmasked Estep 
Score: -13203203.000000 Penalty: 3780.684570
	Iteration 77Q: 3 clusters Score -1.32032e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 111589 members 
Entering Unmasked Estep 
Score: -13203220.000000 Penalty: 3780.684570
	Iteration 78Q: 3 clusters Score -1.320322e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 111635 members 
Entering Unmasked Estep 
Score: -13203207.000000 Penalty: 3780.684570
	Iteration 79Q: 3 clusters Score -1.320321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 111673 members 
Entering Unmasked Estep 
Score: -13203222.000000 Penalty: 3780.684570
	Iteration 80F: 3 clusters Score -1.320322e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 111718 members 
Entering Unmasked Estep 
Score: -13203213.000000 Penalty: 3780.684570
	Iteration 81Q: 3 clusters Score -1.320321e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 111750 members 
Entering Unmasked Estep 
Score: -13203212.000000 Penalty: 3780.684570
	Iteration 82Q: 3 clusters Score -1.320321e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 111780 members 
Entering Unmasked Estep 
Score: -13203224.000000 Penalty: 3780.684570
	Iteration 83Q: 3 clusters Score -1.320322e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 111808 members 
Entering Unmasked Estep 
Score: -13203248.000000 Penalty: 3780.684570
	Iteration 84Q: 3 clusters Score -1.320325e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 111832 members 
Entering Unmasked Estep 
Score: -13203230.000000 Penalty: 3780.684570
	Iteration 85Q: 3 clusters Score -1.320323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 111854 members 
Entering Unmasked Estep 
Score: -13203238.000000 Penalty: 3780.684570
	Iteration 86Q: 3 clusters Score -1.320324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 111870 members 
Entering Unmasked Estep 
Score: -13203243.000000 Penalty: 3780.684570
	Iteration 87Q: 3 clusters Score -1.320324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 111896 members 
Entering Unmasked Estep 
Score: -13203254.000000 Penalty: 3780.684570
	Iteration 88Q: 3 clusters Score -1.320325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -13203253.000000 Penalty: 3780.684570
	Iteration 89Q: 3 clusters Score -1.320325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 111935 members 
Entering Unmasked Estep 
Score: -13203265.000000 Penalty: 3780.684570
	Iteration 90Q: 3 clusters Score -1.320326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 111958 members 
Entering Unmasked Estep 
Score: -13203266.000000 Penalty: 3780.684570
	Iteration 91Q: 3 clusters Score -1.320327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 111972 members 
Entering Unmasked Estep 
Score: -13203267.000000 Penalty: 3780.684570
	Iteration 92Q: 3 clusters Score -1.320327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 111985 members 
Entering Unmasked Estep 
Score: -13203271.000000 Penalty: 3780.684570
	Iteration 93Q: 3 clusters Score -1.320327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 111998 members 
Entering Unmasked Estep 
Score: -13203283.000000 Penalty: 3780.684570
	Iteration 94Q: 3 clusters Score -1.320328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 112010 members 
Entering Unmasked Estep 
Score: -13203281.000000 Penalty: 3780.684570
	Iteration 95Q: 3 clusters Score -1.320328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 112017 members 
Entering Unmasked Estep 
Score: -13203279.000000 Penalty: 3780.684570
	Iteration 96Q: 3 clusters Score -1.320328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 112025 members 
Entering Unmasked Estep 
Score: -13203287.000000 Penalty: 3780.684570
	Iteration 97Q: 3 clusters Score -1.320329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 112035 members 
Entering Unmasked Estep 
Score: -13203290.000000 Penalty: 3780.684570
	Iteration 98Q: 3 clusters Score -1.320329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 112044 members 
Entering Unmasked Estep 
Score: -13203302.000000 Penalty: 3780.684570
	Iteration 99Q: 3 clusters Score -1.32033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 112046 members 
Entering Unmasked Estep 
Score: -13203292.000000 Penalty: 3780.684570
	Iteration 100F: 3 clusters Score -1.320329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 112052 members 
Entering Unmasked Estep 
Score: -13203288.000000 Penalty: 3780.684570
	Iteration 101Q: 3 clusters Score -1.320329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 112062 members 
Entering Unmasked Estep 
Score: -13203293.000000 Penalty: 3780.684570
	Iteration 102Q: 3 clusters Score -1.320329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 112068 members 
Entering Unmasked Estep 
Score: -13203309.000000 Penalty: 3780.684570
	Iteration 103Q: 3 clusters Score -1.320331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 112079 members 
Entering Unmasked Estep 
Score: -13203292.000000 Penalty: 3780.684570
	Iteration 104Q: 3 clusters Score -1.320329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 112089 members 
Entering Unmasked Estep 
Score: -13203302.000000 Penalty: 3780.684570
	Iteration 105Q: 3 clusters Score -1.32033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 112099 members 
Entering Unmasked Estep 
Score: -13203297.000000 Penalty: 3780.684570
	Iteration 106Q: 3 clusters Score -1.32033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 112108 members 
Entering Unmasked Estep 
Score: -13203303.000000 Penalty: 3780.684570
	Iteration 107Q: 3 clusters Score -1.32033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 112118 members 
Entering Unmasked Estep 
Score: -13203313.000000 Penalty: 3780.684570
	Iteration 108Q: 3 clusters Score -1.320331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 112127 members 
Entering Unmasked Estep 
Score: -13203313.000000 Penalty: 3780.684570
	Iteration 109Q: 3 clusters Score -1.320331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 112134 members 
Entering Unmasked Estep 
Score: -13203323.000000 Penalty: 3780.684570
	Iteration 110Q: 3 clusters Score -1.320332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 112140 members 
Entering Unmasked Estep 
Score: -13203328.000000 Penalty: 3780.684570
	Iteration 111Q: 3 clusters Score -1.320333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 112145 members 
Entering Unmasked Estep 
Score: -13203337.000000 Penalty: 3780.684570
	Iteration 112Q: 3 clusters Score -1.320334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 112146 members 
Entering Unmasked Estep 
Score: -13203321.000000 Penalty: 3780.684570
	Iteration 113Q: 3 clusters Score -1.320332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 112143 members 
Entering Unmasked Estep 
Score: -13203336.000000 Penalty: 3780.684570
	Iteration 114Q: 3 clusters Score -1.320334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 112142 members 
Entering Unmasked Estep 
Score: -13203333.000000 Penalty: 3780.684570
	Iteration 115Q: 3 clusters Score -1.320333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 112143 members 
Entering Unmasked Estep 
Score: -13203328.000000 Penalty: 3780.684570
	Iteration 116Q: 3 clusters Score -1.320333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 112144 members 
Entering Unmasked Estep 
Score: -13203336.000000 Penalty: 3780.684570
	Iteration 117Q: 3 clusters Score -1.320334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 112144 members 
Entering Unmasked Estep 
Score: -13203336.000000 Penalty: 3780.684570
	Iteration 118F: 3 clusters Score -1.320334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Entering Unmasked Estep 
Score: -418188.187500 Penalty: 1330.977661
	Iteration 0F: 2 clusters Score -418188.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -415078.937500 Penalty: 2661.955322
	Iteration 0F: 3 clusters Score -415078.9 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -415889.718750 Penalty: 2661.955322
	Iteration 1F: 3 clusters Score -415889.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -416034.187500 Penalty: 2661.955322
	Iteration 2F: 3 clusters Score -416034.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -416119.750000 Penalty: 2661.955322
	Iteration 3F: 3 clusters Score -416119.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -416169.843750 Penalty: 2661.955322
	Iteration 4Q: 3 clusters Score -416169.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -416209.562500 Penalty: 2661.955322
	Iteration 5Q: 3 clusters Score -416209.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -416242.375000 Penalty: 2661.955322
	Iteration 6Q: 3 clusters Score -416242.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -416276.031250 Penalty: 2661.955322
	Iteration 7Q: 3 clusters Score -416276 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -416313.125000 Penalty: 2661.955322
	Iteration 8Q: 3 clusters Score -416313.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -416347.062500 Penalty: 2661.955322
	Iteration 9Q: 3 clusters Score -416347.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -416380.781250 Penalty: 2661.955322
	Iteration 10Q: 3 clusters Score -416380.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -416412.843750 Penalty: 2661.955322
	Iteration 11Q: 3 clusters Score -416412.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -416441.593750 Penalty: 2661.955322
	Iteration 12Q: 3 clusters Score -416441.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -416471.562500 Penalty: 2661.955322
	Iteration 13Q: 3 clusters Score -416471.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -416508.312500 Penalty: 2661.955322
	Iteration 14Q: 3 clusters Score -416508.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -416549.718750 Penalty: 2661.955322
	Iteration 15Q: 3 clusters Score -416549.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -416598.875000 Penalty: 2661.955322
	Iteration 16Q: 3 clusters Score -416598.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -416663.718750 Penalty: 2661.955322
	Iteration 17Q: 3 clusters Score -416663.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -416728.031250 Penalty: 2661.955322
	Iteration 18Q: 3 clusters Score -416728 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -416792.656250 Penalty: 2661.955322
	Iteration 19Q: 3 clusters Score -416792.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -416870.562500 Penalty: 2661.955322
	Iteration 20F: 3 clusters Score -416870.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -416929.000000 Penalty: 2661.955322
	Iteration 21Q: 3 clusters Score -416929 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -416974.593750 Penalty: 2661.955322
	Iteration 22Q: 3 clusters Score -416974.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -417014.312500 Penalty: 2661.955322
	Iteration 23Q: 3 clusters Score -417014.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -417053.281250 Penalty: 2661.955322
	Iteration 24Q: 3 clusters Score -417053.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -417084.062500 Penalty: 2661.955322
	Iteration 25Q: 3 clusters Score -417084.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -417118.062500 Penalty: 2661.955322
	Iteration 26Q: 3 clusters Score -417118.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -417149.875000 Penalty: 2661.955322
	Iteration 27Q: 3 clusters Score -417149.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -417173.093750 Penalty: 2661.955322
	Iteration 28Q: 3 clusters Score -417173.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -417185.812500 Penalty: 2661.955322
	Iteration 29Q: 3 clusters Score -417185.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -417198.625000 Penalty: 2661.955322
	Iteration 30Q: 3 clusters Score -417198.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -417204.500000 Penalty: 2661.955322
	Iteration 31Q: 3 clusters Score -417204.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -417213.875000 Penalty: 2661.955322
	Iteration 32Q: 3 clusters Score -417213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -417219.093750 Penalty: 2661.955322
	Iteration 33Q: 3 clusters Score -417219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -417222.375000 Penalty: 2661.955322
	Iteration 34Q: 3 clusters Score -417222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -417224.781250 Penalty: 2661.955322
	Iteration 35Q: 3 clusters Score -417224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -417226.687500 Penalty: 2661.955322
	Iteration 36Q: 3 clusters Score -417226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -417231.875000 Penalty: 2661.955322
	Iteration 37Q: 3 clusters Score -417231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -417234.562500 Penalty: 2661.955322
	Iteration 38Q: 3 clusters Score -417234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -417238.562500 Penalty: 2661.955322
	Iteration 39Q: 3 clusters Score -417238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -417247.218750 Penalty: 2661.955322
	Iteration 40F: 3 clusters Score -417247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -417260.906250 Penalty: 2661.955322
	Iteration 41Q: 3 clusters Score -417260.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -417269.781250 Penalty: 2661.955322
	Iteration 42Q: 3 clusters Score -417269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -417270.500000 Penalty: 2661.955322
	Iteration 43Q: 3 clusters Score -417270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -417272.593750 Penalty: 2661.955322
	Iteration 44Q: 3 clusters Score -417272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -417272.968750 Penalty: 2661.955322
	Iteration 45Q: 3 clusters Score -417273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -417274.093750 Penalty: 2661.955322
	Iteration 46Q: 3 clusters Score -417274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -417274.750000 Penalty: 2661.955322
	Iteration 47Q: 3 clusters Score -417274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -417274.750000 Penalty: 2661.955322
	Iteration 48F: 3 clusters Score -417274.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (104165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104165 members 
Entering Unmasked Estep 
Score: -12142436.000000 Penalty: 1877.481445
	Iteration 0F: 2 clusters Score -1.214244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -12076372.000000 Penalty: 3754.962891
	Iteration 0F: 3 clusters Score -1.207637e+07 nChanged 49729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -12105461.000000 Penalty: 3754.962891
	Iteration 1F: 3 clusters Score -1.210546e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -12106584.000000 Penalty: 3754.962891
	Iteration 2Q: 3 clusters Score -1.210658e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -12108474.000000 Penalty: 3754.962891
	Iteration 3Q: 3 clusters Score -1.210847e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -12111486.000000 Penalty: 3754.962891
	Iteration 4F: 3 clusters Score -1.211149e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -12116008.000000 Penalty: 3754.962891
	Iteration 5F: 3 clusters Score -1.211601e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -12121964.000000 Penalty: 3754.962891
	Iteration 6F: 3 clusters Score -1.212196e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -12127920.000000 Penalty: 3754.962891
	Iteration 7F: 3 clusters Score -1.212792e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -12132400.000000 Penalty: 3754.962891
	Iteration 8F: 3 clusters Score -1.21324e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -12135345.000000 Penalty: 3754.962891
	Iteration 9Q: 3 clusters Score -1.213534e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -12137059.000000 Penalty: 3754.962891
	Iteration 10Q: 3 clusters Score -1.213706e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100594 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -12138306.000000 Penalty: 3754.962891
	Iteration 11Q: 3 clusters Score -1.213831e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101685 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -12139278.000000 Penalty: 3754.962891
	Iteration 12Q: 3 clusters Score -1.213928e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -12139891.000000 Penalty: 3754.962891
	Iteration 13Q: 3 clusters Score -1.213989e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102814 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -12140205.000000 Penalty: 3754.962891
	Iteration 14Q: 3 clusters Score -1.21402e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103090 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -12140355.000000 Penalty: 3754.962891
	Iteration 15Q: 3 clusters Score -1.214036e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12140486.000000 Penalty: 3754.962891
	Iteration 16Q: 3 clusters Score -1.214049e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12140582.000000 Penalty: 3754.962891
	Iteration 17Q: 3 clusters Score -1.214058e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12140646.000000 Penalty: 3754.962891
	Iteration 18Q: 3 clusters Score -1.214065e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12140686.000000 Penalty: 3754.962891
	Iteration 19Q: 3 clusters Score -1.214069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -12140699.000000 Penalty: 3754.962891
	Iteration 20F: 3 clusters Score -1.21407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103569 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -12140718.000000 Penalty: 3754.962891
	Iteration 21Q: 3 clusters Score -1.214072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12140720.000000 Penalty: 3754.962891
	Iteration 22Q: 3 clusters Score -1.214072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -12140738.000000 Penalty: 3754.962891
	Iteration 23Q: 3 clusters Score -1.214074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103600 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12140735.000000 Penalty: 3754.962891
	Iteration 24Q: 3 clusters Score -1.214074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103612 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12140731.000000 Penalty: 3754.962891
	Iteration 25Q: 3 clusters Score -1.214073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12140742.000000 Penalty: 3754.962891
	Iteration 26Q: 3 clusters Score -1.214074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12140746.000000 Penalty: 3754.962891
	Iteration 27Q: 3 clusters Score -1.214075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12140752.000000 Penalty: 3754.962891
	Iteration 28Q: 3 clusters Score -1.214075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103640 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12140746.000000 Penalty: 3754.962891
	Iteration 29Q: 3 clusters Score -1.214075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103646 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12140758.000000 Penalty: 3754.962891
	Iteration 30Q: 3 clusters Score -1.214076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103651 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12140752.000000 Penalty: 3754.962891
	Iteration 31Q: 3 clusters Score -1.214075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12140752.000000 Penalty: 3754.962891
	Iteration 32Q: 3 clusters Score -1.214075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103662 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12140763.000000 Penalty: 3754.962891
	Iteration 33Q: 3 clusters Score -1.214076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103662 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12140760.000000 Penalty: 3754.962891
	Iteration 34Q: 3 clusters Score -1.214076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103661 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12140760.000000 Penalty: 3754.962891
	Iteration 35Q: 3 clusters Score -1.214076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103662 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12140756.000000 Penalty: 3754.962891
	Iteration 36Q: 3 clusters Score -1.214076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12140764.000000 Penalty: 3754.962891
	Iteration 37Q: 3 clusters Score -1.214076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12140764.000000 Penalty: 3754.962891
	Iteration 38Q: 3 clusters Score -1.214076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12140764.000000 Penalty: 3754.962891
	Iteration 39F: 3 clusters Score -1.214076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Entering Unmasked Estep 
Score: -2958958.000000 Penalty: 1648.240112
	Iteration 0F: 2 clusters Score -2958958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2941684.000000 Penalty: 3296.480225
	Iteration 0F: 3 clusters Score -2941684 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2948192.250000 Penalty: 3296.480225
	Iteration 1F: 3 clusters Score -2948192 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2948706.500000 Penalty: 3296.480225
	Iteration 2Q: 3 clusters Score -2948706 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2949417.000000 Penalty: 3296.480225
	Iteration 3Q: 3 clusters Score -2949417 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2950534.000000 Penalty: 3296.480225
	Iteration 4F: 3 clusters Score -2950534 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2951870.750000 Penalty: 3296.480225
	Iteration 5F: 3 clusters Score -2951871 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2953239.750000 Penalty: 3296.480225
	Iteration 6F: 3 clusters Score -2953240 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2954380.750000 Penalty: 3296.480225
	Iteration 7F: 3 clusters Score -2954381 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2955338.250000 Penalty: 3296.480225
	Iteration 8F: 3 clusters Score -2955338 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2956025.750000 Penalty: 3296.480225
	Iteration 9Q: 3 clusters Score -2956026 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2956514.250000 Penalty: 3296.480225
	Iteration 10Q: 3 clusters Score -2956514 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2956829.750000 Penalty: 3296.480225
	Iteration 11Q: 3 clusters Score -2956830 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2957083.500000 Penalty: 3296.480225
	Iteration 12Q: 3 clusters Score -2957084 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2957297.750000 Penalty: 3296.480225
	Iteration 13Q: 3 clusters Score -2957298 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2957482.750000 Penalty: 3296.480225
	Iteration 14Q: 3 clusters Score -2957483 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2957642.000000 Penalty: 3296.480225
	Iteration 15Q: 3 clusters Score -2957642 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2957800.500000 Penalty: 3296.480225
	Iteration 16Q: 3 clusters Score -2957800 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2957918.500000 Penalty: 3296.480225
	Iteration 17Q: 3 clusters Score -2957918 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2958011.250000 Penalty: 3296.480225
	Iteration 18Q: 3 clusters Score -2958011 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2958104.750000 Penalty: 3296.480225
	Iteration 19Q: 3 clusters Score -2958105 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2958172.250000 Penalty: 3296.480225
	Iteration 20F: 3 clusters Score -2958172 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2958231.000000 Penalty: 3296.480225
	Iteration 21Q: 3 clusters Score -2958231 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2958280.250000 Penalty: 3296.480225
	Iteration 22Q: 3 clusters Score -2958280 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2958333.250000 Penalty: 3296.480225
	Iteration 23Q: 3 clusters Score -2958333 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2958381.500000 Penalty: 3296.480225
	Iteration 24Q: 3 clusters Score -2958382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2958408.250000 Penalty: 3296.480225
	Iteration 25Q: 3 clusters Score -2958408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2958438.750000 Penalty: 3296.480225
	Iteration 26Q: 3 clusters Score -2958439 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2958465.500000 Penalty: 3296.480225
	Iteration 27Q: 3 clusters Score -2958466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2958500.750000 Penalty: 3296.480225
	Iteration 28Q: 3 clusters Score -2958501 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2958513.500000 Penalty: 3296.480225
	Iteration 29Q: 3 clusters Score -2958514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2958536.500000 Penalty: 3296.480225
	Iteration 30Q: 3 clusters Score -2958536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2958540.250000 Penalty: 3296.480225
	Iteration 31Q: 3 clusters Score -2958540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2958541.000000 Penalty: 3296.480225
	Iteration 32Q: 3 clusters Score -2958541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2958537.250000 Penalty: 3296.480225
	Iteration 33Q: 3 clusters Score -2958537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2958538.250000 Penalty: 3296.480225
	Iteration 34Q: 3 clusters Score -2958538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2958535.500000 Penalty: 3296.480225
	Iteration 35Q: 3 clusters Score -2958536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2958541.000000 Penalty: 3296.480225
	Iteration 36Q: 3 clusters Score -2958541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2958541.250000 Penalty: 3296.480225
	Iteration 37Q: 3 clusters Score -2958541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2958547.000000 Penalty: 3296.480225
	Iteration 38Q: 3 clusters Score -2958547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2958547.500000 Penalty: 3296.480225
	Iteration 39Q: 3 clusters Score -2958548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2958550.750000 Penalty: 3296.480225
	Iteration 40F: 3 clusters Score -2958551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2958552.250000 Penalty: 3296.480225
	Iteration 41Q: 3 clusters Score -2958552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2958554.500000 Penalty: 3296.480225
	Iteration 42Q: 3 clusters Score -2958554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2958559.000000 Penalty: 3296.480225
	Iteration 43Q: 3 clusters Score -2958559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2958560.500000 Penalty: 3296.480225
	Iteration 44Q: 3 clusters Score -2958560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2958563.000000 Penalty: 3296.480225
	Iteration 45Q: 3 clusters Score -2958563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2958567.250000 Penalty: 3296.480225
	Iteration 46Q: 3 clusters Score -2958567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2958568.000000 Penalty: 3296.480225
	Iteration 47Q: 3 clusters Score -2958568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2958575.000000 Penalty: 3296.480225
	Iteration 48Q: 3 clusters Score -2958575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2958573.750000 Penalty: 3296.480225
	Iteration 49Q: 3 clusters Score -2958574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2958574.500000 Penalty: 3296.480225
	Iteration 50Q: 3 clusters Score -2958574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2958578.500000 Penalty: 3296.480225
	Iteration 51Q: 3 clusters Score -2958578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2958577.250000 Penalty: 3296.480225
	Iteration 52Q: 3 clusters Score -2958577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2958578.000000 Penalty: 3296.480225
	Iteration 53Q: 3 clusters Score -2958578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2958580.250000 Penalty: 3296.480225
	Iteration 54Q: 3 clusters Score -2958580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2958579.750000 Penalty: 3296.480225
	Iteration 55Q: 3 clusters Score -2958580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2958580.000000 Penalty: 3296.480225
	Iteration 56Q: 3 clusters Score -2958580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2958576.500000 Penalty: 3296.480225
	Iteration 57Q: 3 clusters Score -2958576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2958578.250000 Penalty: 3296.480225
	Iteration 58Q: 3 clusters Score -2958578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2958577.250000 Penalty: 3296.480225
	Iteration 59Q: 3 clusters Score -2958577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2958577.750000 Penalty: 3296.480225
	Iteration 60F: 3 clusters Score -2958578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2958576.250000 Penalty: 3296.480225
	Iteration 61Q: 3 clusters Score -2958576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2958575.000000 Penalty: 3296.480225
	Iteration 62Q: 3 clusters Score -2958575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2958575.750000 Penalty: 3296.480225
	Iteration 63Q: 3 clusters Score -2958576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2958577.000000 Penalty: 3296.480225
	Iteration 64Q: 3 clusters Score -2958577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2958576.750000 Penalty: 3296.480225
	Iteration 65Q: 3 clusters Score -2958577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2958579.750000 Penalty: 3296.480225
	Iteration 66Q: 3 clusters Score -2958580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2958579.500000 Penalty: 3296.480225
	Iteration 67Q: 3 clusters Score -2958580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2958579.500000 Penalty: 3296.480225
	Iteration 68F: 3 clusters Score -2958580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -11564.380859 Penalty: 797.107178
	Iteration 0F: 2 clusters Score -11564.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11018.837891 Penalty: 1594.214355
	Iteration 0F: 3 clusters Score -11018.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11131.922852 Penalty: 1594.214355
	Iteration 1F: 3 clusters Score -11131.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11140.611328 Penalty: 1594.214355
	Iteration 2Q: 3 clusters Score -11140.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11158.322266 Penalty: 1594.214355
	Iteration 3Q: 3 clusters Score -11158.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11158.322266 Penalty: 1594.214355
	Iteration 4F: 3 clusters Score -11158.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Entering Unmasked Estep 
Score: -3839934.750000 Penalty: 1691.405273
	Iteration 0F: 2 clusters Score -3839935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3817576.000000 Penalty: 3382.810547
	Iteration 0F: 3 clusters Score -3817576 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3826016.250000 Penalty: 3382.810547
	Iteration 1F: 3 clusters Score -3826016 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3826393.250000 Penalty: 3382.810547
	Iteration 2Q: 3 clusters Score -3826393 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3826748.500000 Penalty: 3382.810547
	Iteration 3Q: 3 clusters Score -3826748 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3827228.750000 Penalty: 3382.810547
	Iteration 4Q: 3 clusters Score -3827229 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3827955.250000 Penalty: 3382.810547
	Iteration 5Q: 3 clusters Score -3827955 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3828970.250000 Penalty: 3382.810547
	Iteration 6F: 3 clusters Score -3828970 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3830544.750000 Penalty: 3382.810547
	Iteration 7F: 3 clusters Score -3830545 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3832617.000000 Penalty: 3382.810547
	Iteration 8F: 3 clusters Score -3832617 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3835000.500000 Penalty: 3382.810547
	Iteration 9F: 3 clusters Score -3835000 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3836900.000000 Penalty: 3382.810547
	Iteration 10F: 3 clusters Score -3836900 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3837912.750000 Penalty: 3382.810547
	Iteration 11Q: 3 clusters Score -3837913 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3838401.500000 Penalty: 3382.810547
	Iteration 12Q: 3 clusters Score -3838402 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3838650.500000 Penalty: 3382.810547
	Iteration 13Q: 3 clusters Score -3838650 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3838759.500000 Penalty: 3382.810547
	Iteration 14Q: 3 clusters Score -3838760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3838824.500000 Penalty: 3382.810547
	Iteration 15Q: 3 clusters Score -3838824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3838861.750000 Penalty: 3382.810547
	Iteration 16Q: 3 clusters Score -3838862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3838882.000000 Penalty: 3382.810547
	Iteration 17Q: 3 clusters Score -3838882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3838900.250000 Penalty: 3382.810547
	Iteration 18Q: 3 clusters Score -3838900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3838913.250000 Penalty: 3382.810547
	Iteration 19Q: 3 clusters Score -3838913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3838918.500000 Penalty: 3382.810547
	Iteration 20F: 3 clusters Score -3838918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3838926.750000 Penalty: 3382.810547
	Iteration 21Q: 3 clusters Score -3838927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3838934.000000 Penalty: 3382.810547
	Iteration 22Q: 3 clusters Score -3838934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3838935.500000 Penalty: 3382.810547
	Iteration 23Q: 3 clusters Score -3838936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3838935.500000 Penalty: 3382.810547
	Iteration 24Q: 3 clusters Score -3838936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3838943.250000 Penalty: 3382.810547
	Iteration 25Q: 3 clusters Score -3838943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3838942.500000 Penalty: 3382.810547
	Iteration 26Q: 3 clusters Score -3838942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3838941.750000 Penalty: 3382.810547
	Iteration 27Q: 3 clusters Score -3838942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3838943.750000 Penalty: 3382.810547
	Iteration 28Q: 3 clusters Score -3838944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3838945.750000 Penalty: 3382.810547
	Iteration 29Q: 3 clusters Score -3838946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3838945.750000 Penalty: 3382.810547
	Iteration 30F: 3 clusters Score -3838946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Entering Unmasked Estep 
Score: -1867315.875000 Penalty: 1568.702026
	Iteration 0F: 2 clusters Score -1867316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1856606.000000 Penalty: 3137.404053
	Iteration 0F: 3 clusters Score -1856606 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1860316.250000 Penalty: 3137.404053
	Iteration 1F: 3 clusters Score -1860316 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1860620.750000 Penalty: 3137.404053
	Iteration 2F: 3 clusters Score -1860621 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1860893.750000 Penalty: 3137.404053
	Iteration 3Q: 3 clusters Score -1860894 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1861219.250000 Penalty: 3137.404053
	Iteration 4Q: 3 clusters Score -1861219 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1861634.500000 Penalty: 3137.404053
	Iteration 5Q: 3 clusters Score -1861634 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1862187.000000 Penalty: 3137.404053
	Iteration 6F: 3 clusters Score -1862187 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1862875.875000 Penalty: 3137.404053
	Iteration 7F: 3 clusters Score -1862876 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1863674.875000 Penalty: 3137.404053
	Iteration 8F: 3 clusters Score -1863675 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1864442.625000 Penalty: 3137.404053
	Iteration 9F: 3 clusters Score -1864443 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1865043.625000 Penalty: 3137.404053
	Iteration 10Q: 3 clusters Score -1865044 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1865431.125000 Penalty: 3137.404053
	Iteration 11Q: 3 clusters Score -1865431 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1865665.500000 Penalty: 3137.404053
	Iteration 12Q: 3 clusters Score -1865666 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1865788.625000 Penalty: 3137.404053
	Iteration 13Q: 3 clusters Score -1865789 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1865863.875000 Penalty: 3137.404053
	Iteration 14Q: 3 clusters Score -1865864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1865900.750000 Penalty: 3137.404053
	Iteration 15Q: 3 clusters Score -1865901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1865921.750000 Penalty: 3137.404053
	Iteration 16Q: 3 clusters Score -1865922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1865927.875000 Penalty: 3137.404053
	Iteration 17Q: 3 clusters Score -1865928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1865931.125000 Penalty: 3137.404053
	Iteration 18Q: 3 clusters Score -1865931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1865935.500000 Penalty: 3137.404053
	Iteration 19Q: 3 clusters Score -1865936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1865937.625000 Penalty: 3137.404053
	Iteration 20F: 3 clusters Score -1865938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1865939.750000 Penalty: 3137.404053
	Iteration 21Q: 3 clusters Score -1865940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1865939.750000 Penalty: 3137.404053
	Iteration 22F: 3 clusters Score -1865940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Entering Unmasked Estep 
Score: -1547335.500000 Penalty: 1542.373047
	Iteration 0F: 2 clusters Score -1547336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1538073.375000 Penalty: 3084.746094
	Iteration 0F: 3 clusters Score -1538073 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1541189.250000 Penalty: 3084.746094
	Iteration 1F: 3 clusters Score -1541189 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1541457.250000 Penalty: 3084.746094
	Iteration 2F: 3 clusters Score -1541457 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1541700.625000 Penalty: 3084.746094
	Iteration 3Q: 3 clusters Score -1541701 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1541916.250000 Penalty: 3084.746094
	Iteration 4Q: 3 clusters Score -1541916 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1542139.000000 Penalty: 3084.746094
	Iteration 5Q: 3 clusters Score -1542139 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1542391.125000 Penalty: 3084.746094
	Iteration 6Q: 3 clusters Score -1542391 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1542730.125000 Penalty: 3084.746094
	Iteration 7Q: 3 clusters Score -1542730 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1543126.625000 Penalty: 3084.746094
	Iteration 8Q: 3 clusters Score -1543127 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1543528.500000 Penalty: 3084.746094
	Iteration 9Q: 3 clusters Score -1543528 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1543929.875000 Penalty: 3084.746094
	Iteration 10Q: 3 clusters Score -1543930 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1544303.125000 Penalty: 3084.746094
	Iteration 11Q: 3 clusters Score -1544303 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1544623.375000 Penalty: 3084.746094
	Iteration 12Q: 3 clusters Score -1544623 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1544901.125000 Penalty: 3084.746094
	Iteration 13Q: 3 clusters Score -1544901 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1545108.000000 Penalty: 3084.746094
	Iteration 14Q: 3 clusters Score -1545108 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1545297.375000 Penalty: 3084.746094
	Iteration 15Q: 3 clusters Score -1545297 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1545434.250000 Penalty: 3084.746094
	Iteration 16Q: 3 clusters Score -1545434 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1545527.250000 Penalty: 3084.746094
	Iteration 17Q: 3 clusters Score -1545527 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1545641.125000 Penalty: 3084.746094
	Iteration 18Q: 3 clusters Score -1545641 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1545726.250000 Penalty: 3084.746094
	Iteration 19Q: 3 clusters Score -1545726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1545794.375000 Penalty: 3084.746094
	Iteration 20F: 3 clusters Score -1545794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1545838.750000 Penalty: 3084.746094
	Iteration 21Q: 3 clusters Score -1545839 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1545867.625000 Penalty: 3084.746094
	Iteration 22Q: 3 clusters Score -1545868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1545892.000000 Penalty: 3084.746094
	Iteration 23Q: 3 clusters Score -1545892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1545910.625000 Penalty: 3084.746094
	Iteration 24Q: 3 clusters Score -1545911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1545932.000000 Penalty: 3084.746094
	Iteration 25Q: 3 clusters Score -1545932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1545956.250000 Penalty: 3084.746094
	Iteration 26Q: 3 clusters Score -1545956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1545965.875000 Penalty: 3084.746094
	Iteration 27Q: 3 clusters Score -1545966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1545978.625000 Penalty: 3084.746094
	Iteration 28Q: 3 clusters Score -1545979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1545991.875000 Penalty: 3084.746094
	Iteration 29Q: 3 clusters Score -1545992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1545996.375000 Penalty: 3084.746094
	Iteration 30Q: 3 clusters Score -1545996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1546002.375000 Penalty: 3084.746094
	Iteration 31Q: 3 clusters Score -1546002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1546009.125000 Penalty: 3084.746094
	Iteration 32Q: 3 clusters Score -1546009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1546011.125000 Penalty: 3084.746094
	Iteration 33Q: 3 clusters Score -1546011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1546013.125000 Penalty: 3084.746094
	Iteration 34Q: 3 clusters Score -1546013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1546013.000000 Penalty: 3084.746094
	Iteration 35Q: 3 clusters Score -1546013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1546013.000000 Penalty: 3084.746094
	Iteration 36F: 3 clusters Score -1546013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -43128.503906 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -43128.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42149.507812 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -42149.51 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42264.937500 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -42264.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42325.718750 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -42325.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42382.667969 Penalty: 1971.485229
	Iteration 3Q: 3 clusters Score -42382.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42436.812500 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -42436.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42485.097656 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -42485.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42534.347656 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -42534.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42587.000000 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -42587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42603.117188 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -42603.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42626.902344 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -42626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42629.910156 Penalty: 1971.485229
	Iteration 10Q: 3 clusters Score -42629.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42633.015625 Penalty: 1971.485229
	Iteration 11Q: 3 clusters Score -42633.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -42635.210938 Penalty: 1971.485229
	Iteration 12Q: 3 clusters Score -42635.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42635.382812 Penalty: 1971.485229
	Iteration 13Q: 3 clusters Score -42635.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42635.382812 Penalty: 1971.485229
	Iteration 14F: 3 clusters Score -42635.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Entering Unmasked Estep 
Score: -1910330.250000 Penalty: 1577.681641
	Iteration 0F: 2 clusters Score -1910330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1898944.000000 Penalty: 3155.363281
	Iteration 0F: 3 clusters Score -1898944 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1902951.750000 Penalty: 3155.363281
	Iteration 1F: 3 clusters Score -1902952 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1903279.875000 Penalty: 3155.363281
	Iteration 2Q: 3 clusters Score -1903280 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1903677.750000 Penalty: 3155.363281
	Iteration 3Q: 3 clusters Score -1903678 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1904223.375000 Penalty: 3155.363281
	Iteration 4F: 3 clusters Score -1904223 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1904888.625000 Penalty: 3155.363281
	Iteration 5F: 3 clusters Score -1904889 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1905630.625000 Penalty: 3155.363281
	Iteration 6F: 3 clusters Score -1905631 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1906407.625000 Penalty: 3155.363281
	Iteration 7F: 3 clusters Score -1906408 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1907126.250000 Penalty: 3155.363281
	Iteration 8F: 3 clusters Score -1907126 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1907768.750000 Penalty: 3155.363281
	Iteration 9Q: 3 clusters Score -1907769 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1908289.250000 Penalty: 3155.363281
	Iteration 10Q: 3 clusters Score -1908289 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1908579.250000 Penalty: 3155.363281
	Iteration 11Q: 3 clusters Score -1908579 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1908707.125000 Penalty: 3155.363281
	Iteration 12Q: 3 clusters Score -1908707 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1908777.875000 Penalty: 3155.363281
	Iteration 13Q: 3 clusters Score -1908778 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1908824.500000 Penalty: 3155.363281
	Iteration 14Q: 3 clusters Score -1908824 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1908859.375000 Penalty: 3155.363281
	Iteration 15Q: 3 clusters Score -1908859 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1908876.875000 Penalty: 3155.363281
	Iteration 16Q: 3 clusters Score -1908877 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1908899.000000 Penalty: 3155.363281
	Iteration 17Q: 3 clusters Score -1908899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1908916.500000 Penalty: 3155.363281
	Iteration 18Q: 3 clusters Score -1908916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1908928.125000 Penalty: 3155.363281
	Iteration 19Q: 3 clusters Score -1908928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1908939.750000 Penalty: 3155.363281
	Iteration 20F: 3 clusters Score -1908940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1908951.875000 Penalty: 3155.363281
	Iteration 21Q: 3 clusters Score -1908952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1908947.250000 Penalty: 3155.363281
	Iteration 22Q: 3 clusters Score -1908947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1908950.750000 Penalty: 3155.363281
	Iteration 23Q: 3 clusters Score -1908951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1908958.750000 Penalty: 3155.363281
	Iteration 24Q: 3 clusters Score -1908959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1908959.250000 Penalty: 3155.363281
	Iteration 25Q: 3 clusters Score -1908959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1908965.000000 Penalty: 3155.363281
	Iteration 26Q: 3 clusters Score -1908965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1908970.375000 Penalty: 3155.363281
	Iteration 27Q: 3 clusters Score -1908970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1908974.500000 Penalty: 3155.363281
	Iteration 28Q: 3 clusters Score -1908974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1908980.750000 Penalty: 3155.363281
	Iteration 29Q: 3 clusters Score -1908981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1908980.875000 Penalty: 3155.363281
	Iteration 30Q: 3 clusters Score -1908981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1908985.250000 Penalty: 3155.363281
	Iteration 31Q: 3 clusters Score -1908985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1908985.000000 Penalty: 3155.363281
	Iteration 32Q: 3 clusters Score -1908985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1908988.750000 Penalty: 3155.363281
	Iteration 33Q: 3 clusters Score -1908989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1908990.000000 Penalty: 3155.363281
	Iteration 34Q: 3 clusters Score -1908990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1908985.875000 Penalty: 3155.363281
	Iteration 35Q: 3 clusters Score -1908986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1908989.375000 Penalty: 3155.363281
	Iteration 36Q: 3 clusters Score -1908989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1908994.500000 Penalty: 3155.363281
	Iteration 37Q: 3 clusters Score -1908994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1908996.500000 Penalty: 3155.363281
	Iteration 38Q: 3 clusters Score -1908996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1908992.500000 Penalty: 3155.363281
	Iteration 39Q: 3 clusters Score -1908992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1908994.375000 Penalty: 3155.363281
	Iteration 40F: 3 clusters Score -1908994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1908998.250000 Penalty: 3155.363281
	Iteration 41Q: 3 clusters Score -1908998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1909000.125000 Penalty: 3155.363281
	Iteration 42Q: 3 clusters Score -1909000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1909001.750000 Penalty: 3155.363281
	Iteration 43Q: 3 clusters Score -1909002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1909000.500000 Penalty: 3155.363281
	Iteration 44Q: 3 clusters Score -1909000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1909002.375000 Penalty: 3155.363281
	Iteration 45Q: 3 clusters Score -1909002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1909006.625000 Penalty: 3155.363281
	Iteration 46Q: 3 clusters Score -1909007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1909008.875000 Penalty: 3155.363281
	Iteration 47Q: 3 clusters Score -1909009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1909009.625000 Penalty: 3155.363281
	Iteration 48Q: 3 clusters Score -1909010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1909007.250000 Penalty: 3155.363281
	Iteration 49Q: 3 clusters Score -1909007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1909011.375000 Penalty: 3155.363281
	Iteration 50Q: 3 clusters Score -1909011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1909011.625000 Penalty: 3155.363281
	Iteration 51Q: 3 clusters Score -1909012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1909011.500000 Penalty: 3155.363281
	Iteration 52Q: 3 clusters Score -1909012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1909014.875000 Penalty: 3155.363281
	Iteration 53Q: 3 clusters Score -1909015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1909014.875000 Penalty: 3155.363281
	Iteration 54Q: 3 clusters Score -1909015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1909012.625000 Penalty: 3155.363281
	Iteration 55Q: 3 clusters Score -1909013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1909013.375000 Penalty: 3155.363281
	Iteration 56Q: 3 clusters Score -1909013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1909014.500000 Penalty: 3155.363281
	Iteration 57Q: 3 clusters Score -1909014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1909017.625000 Penalty: 3155.363281
	Iteration 58Q: 3 clusters Score -1909018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1909021.750000 Penalty: 3155.363281
	Iteration 59Q: 3 clusters Score -1909022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1909022.125000 Penalty: 3155.363281
	Iteration 60F: 3 clusters Score -1909022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1909023.375000 Penalty: 3155.363281
	Iteration 61Q: 3 clusters Score -1909023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1909022.750000 Penalty: 3155.363281
	Iteration 62Q: 3 clusters Score -1909023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1909021.625000 Penalty: 3155.363281
	Iteration 63Q: 3 clusters Score -1909022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1909024.750000 Penalty: 3155.363281
	Iteration 64Q: 3 clusters Score -1909025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1909024.000000 Penalty: 3155.363281
	Iteration 65Q: 3 clusters Score -1909024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1909019.875000 Penalty: 3155.363281
	Iteration 66Q: 3 clusters Score -1909020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1909021.750000 Penalty: 3155.363281
	Iteration 67Q: 3 clusters Score -1909022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1909022.625000 Penalty: 3155.363281
	Iteration 68Q: 3 clusters Score -1909023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1909022.625000 Penalty: 3155.363281
	Iteration 69F: 3 clusters Score -1909023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Entering Unmasked Estep 
Score: -10321649.000000 Penalty: 1850.396606
	Iteration 0F: 2 clusters Score -1.032165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -10263874.000000 Penalty: 3700.793213
	Iteration 0F: 3 clusters Score -1.026387e+07 nChanged 42236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -10288402.000000 Penalty: 3700.793213
	Iteration 1F: 3 clusters Score -1.02884e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -10289284.000000 Penalty: 3700.793213
	Iteration 2Q: 3 clusters Score -1.028928e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -10290640.000000 Penalty: 3700.793213
	Iteration 3Q: 3 clusters Score -1.029064e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -10292649.000000 Penalty: 3700.793213
	Iteration 4Q: 3 clusters Score -1.029265e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -10296162.000000 Penalty: 3700.793213
	Iteration 5F: 3 clusters Score -1.029616e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -10301406.000000 Penalty: 3700.793213
	Iteration 6F: 3 clusters Score -1.030141e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -10306985.000000 Penalty: 3700.793213
	Iteration 7F: 3 clusters Score -1.030698e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -10310143.000000 Penalty: 3700.793213
	Iteration 8F: 3 clusters Score -1.031014e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -10311627.000000 Penalty: 3700.793213
	Iteration 9Q: 3 clusters Score -1.031163e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -10312515.000000 Penalty: 3700.793213
	Iteration 10Q: 3 clusters Score -1.031252e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -10313410.000000 Penalty: 3700.793213
	Iteration 11Q: 3 clusters Score -1.031341e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -10314275.000000 Penalty: 3700.793213
	Iteration 12Q: 3 clusters Score -1.031428e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -10315131.000000 Penalty: 3700.793213
	Iteration 13Q: 3 clusters Score -1.031513e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -10315955.000000 Penalty: 3700.793213
	Iteration 14Q: 3 clusters Score -1.031596e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -10316501.000000 Penalty: 3700.793213
	Iteration 15Q: 3 clusters Score -1.03165e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -10316949.000000 Penalty: 3700.793213
	Iteration 16Q: 3 clusters Score -1.031695e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -10317161.000000 Penalty: 3700.793213
	Iteration 17Q: 3 clusters Score -1.031716e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -10317423.000000 Penalty: 3700.793213
	Iteration 18Q: 3 clusters Score -1.031742e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -10317570.000000 Penalty: 3700.793213
	Iteration 19Q: 3 clusters Score -1.031757e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -10317640.000000 Penalty: 3700.793213
	Iteration 20F: 3 clusters Score -1.031764e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -10317749.000000 Penalty: 3700.793213
	Iteration 21Q: 3 clusters Score -1.031775e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -10317778.000000 Penalty: 3700.793213
	Iteration 22Q: 3 clusters Score -1.031778e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -10317847.000000 Penalty: 3700.793213
	Iteration 23Q: 3 clusters Score -1.031785e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -10317913.000000 Penalty: 3700.793213
	Iteration 24Q: 3 clusters Score -1.031791e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -10317927.000000 Penalty: 3700.793213
	Iteration 25Q: 3 clusters Score -1.031793e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -10317974.000000 Penalty: 3700.793213
	Iteration 26Q: 3 clusters Score -1.031797e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -10318023.000000 Penalty: 3700.793213
	Iteration 27Q: 3 clusters Score -1.031802e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -10318100.000000 Penalty: 3700.793213
	Iteration 28Q: 3 clusters Score -1.03181e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -10318114.000000 Penalty: 3700.793213
	Iteration 29Q: 3 clusters Score -1.031811e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -10318124.000000 Penalty: 3700.793213
	Iteration 30Q: 3 clusters Score -1.031812e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -10318137.000000 Penalty: 3700.793213
	Iteration 31Q: 3 clusters Score -1.031814e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -10318166.000000 Penalty: 3700.793213
	Iteration 32Q: 3 clusters Score -1.031817e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -10318221.000000 Penalty: 3700.793213
	Iteration 33Q: 3 clusters Score -1.031822e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -10318257.000000 Penalty: 3700.793213
	Iteration 34Q: 3 clusters Score -1.031826e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -10318281.000000 Penalty: 3700.793213
	Iteration 35Q: 3 clusters Score -1.031828e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -10318329.000000 Penalty: 3700.793213
	Iteration 36Q: 3 clusters Score -1.031833e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -10318344.000000 Penalty: 3700.793213
	Iteration 37Q: 3 clusters Score -1.031834e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -10318384.000000 Penalty: 3700.793213
	Iteration 38Q: 3 clusters Score -1.031838e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65028 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -10318394.000000 Penalty: 3700.793213
	Iteration 39Q: 3 clusters Score -1.031839e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -10318414.000000 Penalty: 3700.793213
	Iteration 40F: 3 clusters Score -1.031841e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -10318465.000000 Penalty: 3700.793213
	Iteration 41Q: 3 clusters Score -1.031846e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -10318498.000000 Penalty: 3700.793213
	Iteration 42Q: 3 clusters Score -1.03185e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -10318536.000000 Penalty: 3700.793213
	Iteration 43Q: 3 clusters Score -1.031854e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -10318582.000000 Penalty: 3700.793213
	Iteration 44Q: 3 clusters Score -1.031858e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -10318600.000000 Penalty: 3700.793213
	Iteration 45Q: 3 clusters Score -1.03186e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -10318627.000000 Penalty: 3700.793213
	Iteration 46Q: 3 clusters Score -1.031863e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -10318671.000000 Penalty: 3700.793213
	Iteration 47Q: 3 clusters Score -1.031867e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -10318713.000000 Penalty: 3700.793213
	Iteration 48Q: 3 clusters Score -1.031871e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68642 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -10318756.000000 Penalty: 3700.793213
	Iteration 49Q: 3 clusters Score -1.031876e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -10318804.000000 Penalty: 3700.793213
	Iteration 50Q: 3 clusters Score -1.03188e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -10318847.000000 Penalty: 3700.793213
	Iteration 51Q: 3 clusters Score -1.031885e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -10318852.000000 Penalty: 3700.793213
	Iteration 52Q: 3 clusters Score -1.031885e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -10318902.000000 Penalty: 3700.793213
	Iteration 53Q: 3 clusters Score -1.03189e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -10318976.000000 Penalty: 3700.793213
	Iteration 54Q: 3 clusters Score -1.031898e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -10319018.000000 Penalty: 3700.793213
	Iteration 55Q: 3 clusters Score -1.031902e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -10319070.000000 Penalty: 3700.793213
	Iteration 56Q: 3 clusters Score -1.031907e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -10319110.000000 Penalty: 3700.793213
	Iteration 57Q: 3 clusters Score -1.031911e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72204 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -10319160.000000 Penalty: 3700.793213
	Iteration 58Q: 3 clusters Score -1.031916e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -10319190.000000 Penalty: 3700.793213
	Iteration 59Q: 3 clusters Score -1.031919e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -10319258.000000 Penalty: 3700.793213
	Iteration 60F: 3 clusters Score -1.031926e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -10319310.000000 Penalty: 3700.793213
	Iteration 61Q: 3 clusters Score -1.031931e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -10319358.000000 Penalty: 3700.793213
	Iteration 62Q: 3 clusters Score -1.031936e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -10319421.000000 Penalty: 3700.793213
	Iteration 63Q: 3 clusters Score -1.031942e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -10319430.000000 Penalty: 3700.793213
	Iteration 64Q: 3 clusters Score -1.031943e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -10319508.000000 Penalty: 3700.793213
	Iteration 65Q: 3 clusters Score -1.031951e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -10319553.000000 Penalty: 3700.793213
	Iteration 66Q: 3 clusters Score -1.031955e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -10319580.000000 Penalty: 3700.793213
	Iteration 67Q: 3 clusters Score -1.031958e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -10319613.000000 Penalty: 3700.793213
	Iteration 68Q: 3 clusters Score -1.031961e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -10319691.000000 Penalty: 3700.793213
	Iteration 69Q: 3 clusters Score -1.031969e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -10319755.000000 Penalty: 3700.793213
	Iteration 70Q: 3 clusters Score -1.031976e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -10319794.000000 Penalty: 3700.793213
	Iteration 71Q: 3 clusters Score -1.031979e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -10319883.000000 Penalty: 3700.793213
	Iteration 72Q: 3 clusters Score -1.031988e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -10319961.000000 Penalty: 3700.793213
	Iteration 73Q: 3 clusters Score -1.031996e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -10320005.000000 Penalty: 3700.793213
	Iteration 74Q: 3 clusters Score -1.032e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78527 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -10320036.000000 Penalty: 3700.793213
	Iteration 75Q: 3 clusters Score -1.032004e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -10320085.000000 Penalty: 3700.793213
	Iteration 76Q: 3 clusters Score -1.032008e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -10320169.000000 Penalty: 3700.793213
	Iteration 77Q: 3 clusters Score -1.032017e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -10320213.000000 Penalty: 3700.793213
	Iteration 78Q: 3 clusters Score -1.032021e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -10320276.000000 Penalty: 3700.793213
	Iteration 79Q: 3 clusters Score -1.032028e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -10320314.000000 Penalty: 3700.793213
	Iteration 80F: 3 clusters Score -1.032031e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -10320355.000000 Penalty: 3700.793213
	Iteration 81Q: 3 clusters Score -1.032036e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -10320378.000000 Penalty: 3700.793213
	Iteration 82Q: 3 clusters Score -1.032038e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -10320367.000000 Penalty: 3700.793213
	Iteration 83Q: 3 clusters Score -1.032037e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80963 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -10320396.000000 Penalty: 3700.793213
	Iteration 84Q: 3 clusters Score -1.03204e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -10320416.000000 Penalty: 3700.793213
	Iteration 85Q: 3 clusters Score -1.032042e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -10320411.000000 Penalty: 3700.793213
	Iteration 86Q: 3 clusters Score -1.032041e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81475 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -10320447.000000 Penalty: 3700.793213
	Iteration 87Q: 3 clusters Score -1.032045e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -10320453.000000 Penalty: 3700.793213
	Iteration 88Q: 3 clusters Score -1.032045e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -10320447.000000 Penalty: 3700.793213
	Iteration 89Q: 3 clusters Score -1.032045e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -10320455.000000 Penalty: 3700.793213
	Iteration 90Q: 3 clusters Score -1.032046e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -10320480.000000 Penalty: 3700.793213
	Iteration 91Q: 3 clusters Score -1.032048e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -10320489.000000 Penalty: 3700.793213
	Iteration 92Q: 3 clusters Score -1.032049e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -10320520.000000 Penalty: 3700.793213
	Iteration 93Q: 3 clusters Score -1.032052e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -10320540.000000 Penalty: 3700.793213
	Iteration 94Q: 3 clusters Score -1.032054e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82625 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -10320566.000000 Penalty: 3700.793213
	Iteration 95Q: 3 clusters Score -1.032057e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82752 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -10320577.000000 Penalty: 3700.793213
	Iteration 96Q: 3 clusters Score -1.032058e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -10320589.000000 Penalty: 3700.793213
	Iteration 97Q: 3 clusters Score -1.032059e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -10320588.000000 Penalty: 3700.793213
	Iteration 98Q: 3 clusters Score -1.032059e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -10320587.000000 Penalty: 3700.793213
	Iteration 99Q: 3 clusters Score -1.032059e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -10320563.000000 Penalty: 3700.793213
	Iteration 100F: 3 clusters Score -1.032056e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83294 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -10320580.000000 Penalty: 3700.793213
	Iteration 101Q: 3 clusters Score -1.032058e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83367 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -10320583.000000 Penalty: 3700.793213
	Iteration 102Q: 3 clusters Score -1.032058e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -10320626.000000 Penalty: 3700.793213
	Iteration 103Q: 3 clusters Score -1.032063e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83524 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -10320633.000000 Penalty: 3700.793213
	Iteration 104Q: 3 clusters Score -1.032063e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -10320654.000000 Penalty: 3700.793213
	Iteration 105Q: 3 clusters Score -1.032065e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -10320638.000000 Penalty: 3700.793213
	Iteration 106Q: 3 clusters Score -1.032064e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -10320664.000000 Penalty: 3700.793213
	Iteration 107Q: 3 clusters Score -1.032066e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -10320662.000000 Penalty: 3700.793213
	Iteration 108Q: 3 clusters Score -1.032066e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -10320645.000000 Penalty: 3700.793213
	Iteration 109Q: 3 clusters Score -1.032064e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -10320650.000000 Penalty: 3700.793213
	Iteration 110Q: 3 clusters Score -1.032065e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -10320635.000000 Penalty: 3700.793213
	Iteration 111Q: 3 clusters Score -1.032064e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -10320656.000000 Penalty: 3700.793213
	Iteration 112Q: 3 clusters Score -1.032066e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -10320677.000000 Penalty: 3700.793213
	Iteration 113Q: 3 clusters Score -1.032068e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -10320672.000000 Penalty: 3700.793213
	Iteration 114Q: 3 clusters Score -1.032067e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -10320695.000000 Penalty: 3700.793213
	Iteration 115Q: 3 clusters Score -1.03207e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -10320682.000000 Penalty: 3700.793213
	Iteration 116Q: 3 clusters Score -1.032068e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -10320674.000000 Penalty: 3700.793213
	Iteration 117Q: 3 clusters Score -1.032067e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84399 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -10320675.000000 Penalty: 3700.793213
	Iteration 118Q: 3 clusters Score -1.032068e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -10320672.000000 Penalty: 3700.793213
	Iteration 119Q: 3 clusters Score -1.032067e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -10320685.000000 Penalty: 3700.793213
	Iteration 120F: 3 clusters Score -1.032068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -10320673.000000 Penalty: 3700.793213
	Iteration 121Q: 3 clusters Score -1.032067e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -10320676.000000 Penalty: 3700.793213
	Iteration 122Q: 3 clusters Score -1.032068e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -10320672.000000 Penalty: 3700.793213
	Iteration 123Q: 3 clusters Score -1.032067e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84745 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -10320666.000000 Penalty: 3700.793213
	Iteration 124Q: 3 clusters Score -1.032067e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -10320661.000000 Penalty: 3700.793213
	Iteration 125Q: 3 clusters Score -1.032066e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -10320649.000000 Penalty: 3700.793213
	Iteration 126Q: 3 clusters Score -1.032065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -10320637.000000 Penalty: 3700.793213
	Iteration 127Q: 3 clusters Score -1.032064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -10320620.000000 Penalty: 3700.793213
	Iteration 128Q: 3 clusters Score -1.032062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -10320627.000000 Penalty: 3700.793213
	Iteration 129Q: 3 clusters Score -1.032063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84911 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -10320624.000000 Penalty: 3700.793213
	Iteration 130Q: 3 clusters Score -1.032062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -10320617.000000 Penalty: 3700.793213
	Iteration 131Q: 3 clusters Score -1.032062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -10320617.000000 Penalty: 3700.793213
	Iteration 132Q: 3 clusters Score -1.032062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -10320616.000000 Penalty: 3700.793213
	Iteration 133Q: 3 clusters Score -1.032062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -10320621.000000 Penalty: 3700.793213
	Iteration 134Q: 3 clusters Score -1.032062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -10320603.000000 Penalty: 3700.793213
	Iteration 135Q: 3 clusters Score -1.03206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -10320611.000000 Penalty: 3700.793213
	Iteration 136Q: 3 clusters Score -1.032061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -10320612.000000 Penalty: 3700.793213
	Iteration 137Q: 3 clusters Score -1.032061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85030 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -10320621.000000 Penalty: 3700.793213
	Iteration 138Q: 3 clusters Score -1.032062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -10320611.000000 Penalty: 3700.793213
	Iteration 139Q: 3 clusters Score -1.032061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -10320620.000000 Penalty: 3700.793213
	Iteration 140F: 3 clusters Score -1.032062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -10320617.000000 Penalty: 3700.793213
	Iteration 141Q: 3 clusters Score -1.032062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -10320616.000000 Penalty: 3700.793213
	Iteration 142Q: 3 clusters Score -1.032062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85067 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -10320613.000000 Penalty: 3700.793213
	Iteration 143Q: 3 clusters Score -1.032061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -10320612.000000 Penalty: 3700.793213
	Iteration 144Q: 3 clusters Score -1.032061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -10320610.000000 Penalty: 3700.793213
	Iteration 145Q: 3 clusters Score -1.032061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -10320616.000000 Penalty: 3700.793213
	Iteration 146Q: 3 clusters Score -1.032062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -10320622.000000 Penalty: 3700.793213
	Iteration 147Q: 3 clusters Score -1.032062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -10320621.000000 Penalty: 3700.793213
	Iteration 148Q: 3 clusters Score -1.032062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -10320618.000000 Penalty: 3700.793213
	Iteration 149Q: 3 clusters Score -1.032062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85089 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -10320619.000000 Penalty: 3700.793213
	Iteration 150Q: 3 clusters Score -1.032062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85092 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -10320625.000000 Penalty: 3700.793213
	Iteration 151Q: 3 clusters Score -1.032062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -10320623.000000 Penalty: 3700.793213
	Iteration 152Q: 3 clusters Score -1.032062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -10320622.000000 Penalty: 3700.793213
	Iteration 153Q: 3 clusters Score -1.032062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -10320618.000000 Penalty: 3700.793213
	Iteration 154Q: 3 clusters Score -1.032062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -10320613.000000 Penalty: 3700.793213
	Iteration 155Q: 3 clusters Score -1.032061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -10320611.000000 Penalty: 3700.793213
	Iteration 156Q: 3 clusters Score -1.032061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -10320608.000000 Penalty: 3700.793213
	Iteration 157Q: 3 clusters Score -1.032061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -10320611.000000 Penalty: 3700.793213
	Iteration 158Q: 3 clusters Score -1.032061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -10320617.000000 Penalty: 3700.793213
	Iteration 159Q: 3 clusters Score -1.032062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85125 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -10320617.000000 Penalty: 3700.793213
	Iteration 160F: 3 clusters Score -1.032062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -10320611.000000 Penalty: 3700.793213
	Iteration 161Q: 3 clusters Score -1.032061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -10320612.000000 Penalty: 3700.793213
	Iteration 162Q: 3 clusters Score -1.032061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -10320610.000000 Penalty: 3700.793213
	Iteration 163Q: 3 clusters Score -1.032061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85134 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -10320605.000000 Penalty: 3700.793213
	Iteration 164Q: 3 clusters Score -1.03206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -10320606.000000 Penalty: 3700.793213
	Iteration 165Q: 3 clusters Score -1.032061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85143 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -10320612.000000 Penalty: 3700.793213
	Iteration 166Q: 3 clusters Score -1.032061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -10320603.000000 Penalty: 3700.793213
	Iteration 167Q: 3 clusters Score -1.03206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85159 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -10320615.000000 Penalty: 3700.793213
	Iteration 168Q: 3 clusters Score -1.032062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -10320602.000000 Penalty: 3700.793213
	Iteration 169Q: 3 clusters Score -1.03206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -10320610.000000 Penalty: 3700.793213
	Iteration 170Q: 3 clusters Score -1.032061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85175 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -10320616.000000 Penalty: 3700.793213
	Iteration 171Q: 3 clusters Score -1.032062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -10320613.000000 Penalty: 3700.793213
	Iteration 172Q: 3 clusters Score -1.032061e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85179 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -10320611.000000 Penalty: 3700.793213
	Iteration 173Q: 3 clusters Score -1.032061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -10320612.000000 Penalty: 3700.793213
	Iteration 174Q: 3 clusters Score -1.032061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -10320612.000000 Penalty: 3700.793213
	Iteration 175F: 3 clusters Score -1.032061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (133199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133199 members 
Entering Unmasked Estep 
Score: -15312557.000000 Penalty: 1917.434937
	Iteration 0F: 2 clusters Score -1.531256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -15229033.000000 Penalty: 3834.869873
	Iteration 0F: 3 clusters Score -1.522903e+07 nChanged 63955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -15266366.000000 Penalty: 3834.869873
	Iteration 1F: 3 clusters Score -1.526637e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -15266966.000000 Penalty: 3834.869873
	Iteration 2Q: 3 clusters Score -1.526697e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -15267795.000000 Penalty: 3834.869873
	Iteration 3Q: 3 clusters Score -1.52678e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -15268812.000000 Penalty: 3834.869873
	Iteration 4Q: 3 clusters Score -1.526881e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -15270406.000000 Penalty: 3834.869873
	Iteration 5Q: 3 clusters Score -1.527041e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -15272587.000000 Penalty: 3834.869873
	Iteration 6Q: 3 clusters Score -1.527259e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -15275777.000000 Penalty: 3834.869873
	Iteration 7Q: 3 clusters Score -1.527578e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -15280308.000000 Penalty: 3834.869873
	Iteration 8F: 3 clusters Score -1.528031e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -15285538.000000 Penalty: 3834.869873
	Iteration 9F: 3 clusters Score -1.528554e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -15290478.000000 Penalty: 3834.869873
	Iteration 10F: 3 clusters Score -1.529048e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -15293783.000000 Penalty: 3834.869873
	Iteration 11Q: 3 clusters Score -1.529378e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -15295460.000000 Penalty: 3834.869873
	Iteration 12Q: 3 clusters Score -1.529546e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -15296365.000000 Penalty: 3834.869873
	Iteration 13Q: 3 clusters Score -1.529636e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -15296949.000000 Penalty: 3834.869873
	Iteration 14Q: 3 clusters Score -1.529695e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -15297300.000000 Penalty: 3834.869873
	Iteration 15Q: 3 clusters Score -1.52973e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -15297788.000000 Penalty: 3834.869873
	Iteration 16Q: 3 clusters Score -1.529779e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 94446 members 
Entering Unmasked Estep 
Score: -15298313.000000 Penalty: 3834.869873
	Iteration 17Q: 3 clusters Score -1.529831e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 96630 members 
Entering Unmasked Estep 
Score: -15298807.000000 Penalty: 3834.869873
	Iteration 18Q: 3 clusters Score -1.529881e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -15299487.000000 Penalty: 3834.869873
	Iteration 19Q: 3 clusters Score -1.529949e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 101339 members 
Entering Unmasked Estep 
Score: -15300223.000000 Penalty: 3834.869873
	Iteration 20F: 3 clusters Score -1.530022e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -15301055.000000 Penalty: 3834.869873
	Iteration 21Q: 3 clusters Score -1.530106e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 106466 members 
Entering Unmasked Estep 
Score: -15301942.000000 Penalty: 3834.869873
	Iteration 22Q: 3 clusters Score -1.530194e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 109160 members 
Entering Unmasked Estep 
Score: -15302846.000000 Penalty: 3834.869873
	Iteration 23Q: 3 clusters Score -1.530285e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 111938 members 
Entering Unmasked Estep 
Score: -15303837.000000 Penalty: 3834.869873
	Iteration 24Q: 3 clusters Score -1.530384e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 114661 members 
Entering Unmasked Estep 
Score: -15304849.000000 Penalty: 3834.869873
	Iteration 25Q: 3 clusters Score -1.530485e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 117323 members 
Entering Unmasked Estep 
Score: -15305832.000000 Penalty: 3834.869873
	Iteration 26Q: 3 clusters Score -1.530583e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 119802 members 
Entering Unmasked Estep 
Score: -15306728.000000 Penalty: 3834.869873
	Iteration 27Q: 3 clusters Score -1.530673e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 122007 members 
Entering Unmasked Estep 
Score: -15307466.000000 Penalty: 3834.869873
	Iteration 28Q: 3 clusters Score -1.530747e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -15308049.000000 Penalty: 3834.869873
	Iteration 29Q: 3 clusters Score -1.530805e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 125546 members 
Entering Unmasked Estep 
Score: -15308507.000000 Penalty: 3834.869873
	Iteration 30Q: 3 clusters Score -1.530851e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 126902 members 
Entering Unmasked Estep 
Score: -15309065.000000 Penalty: 3834.869873
	Iteration 31Q: 3 clusters Score -1.530906e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 127988 members 
Entering Unmasked Estep 
Score: -15309466.000000 Penalty: 3834.869873
	Iteration 32Q: 3 clusters Score -1.530947e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 128889 members 
Entering Unmasked Estep 
Score: -15309793.000000 Penalty: 3834.869873
	Iteration 33Q: 3 clusters Score -1.530979e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 129621 members 
Entering Unmasked Estep 
Score: -15310022.000000 Penalty: 3834.869873
	Iteration 34Q: 3 clusters Score -1.531002e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 130234 members 
Entering Unmasked Estep 
Score: -15310219.000000 Penalty: 3834.869873
	Iteration 35Q: 3 clusters Score -1.531022e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 130706 members 
Entering Unmasked Estep 
Score: -15310350.000000 Penalty: 3834.869873
	Iteration 36Q: 3 clusters Score -1.531035e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 131064 members 
Entering Unmasked Estep 
Score: -15310488.000000 Penalty: 3834.869873
	Iteration 37Q: 3 clusters Score -1.531049e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 131342 members 
Entering Unmasked Estep 
Score: -15310531.000000 Penalty: 3834.869873
	Iteration 38Q: 3 clusters Score -1.531053e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 131555 members 
Entering Unmasked Estep 
Score: -15310642.000000 Penalty: 3834.869873
	Iteration 39Q: 3 clusters Score -1.531064e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 131708 members 
Entering Unmasked Estep 
Score: -15310654.000000 Penalty: 3834.869873
	Iteration 40F: 3 clusters Score -1.531065e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 131820 members 
Entering Unmasked Estep 
Score: -15310677.000000 Penalty: 3834.869873
	Iteration 41Q: 3 clusters Score -1.531068e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 131914 members 
Entering Unmasked Estep 
Score: -15310711.000000 Penalty: 3834.869873
	Iteration 42Q: 3 clusters Score -1.531071e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 132001 members 
Entering Unmasked Estep 
Score: -15310763.000000 Penalty: 3834.869873
	Iteration 43Q: 3 clusters Score -1.531076e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 132058 members 
Entering Unmasked Estep 
Score: -15310798.000000 Penalty: 3834.869873
	Iteration 44Q: 3 clusters Score -1.53108e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 132105 members 
Entering Unmasked Estep 
Score: -15310839.000000 Penalty: 3834.869873
	Iteration 45Q: 3 clusters Score -1.531084e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 132139 members 
Entering Unmasked Estep 
Score: -15310846.000000 Penalty: 3834.869873
	Iteration 46Q: 3 clusters Score -1.531085e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 132164 members 
Entering Unmasked Estep 
Score: -15310873.000000 Penalty: 3834.869873
	Iteration 47Q: 3 clusters Score -1.531087e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 132200 members 
Entering Unmasked Estep 
Score: -15310889.000000 Penalty: 3834.869873
	Iteration 48Q: 3 clusters Score -1.531089e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -15310910.000000 Penalty: 3834.869873
	Iteration 49Q: 3 clusters Score -1.531091e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 132256 members 
Entering Unmasked Estep 
Score: -15310919.000000 Penalty: 3834.869873
	Iteration 50Q: 3 clusters Score -1.531092e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 132290 members 
Entering Unmasked Estep 
Score: -15310953.000000 Penalty: 3834.869873
	Iteration 51Q: 3 clusters Score -1.531095e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 132315 members 
Entering Unmasked Estep 
Score: -15310952.000000 Penalty: 3834.869873
	Iteration 52Q: 3 clusters Score -1.531095e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 132334 members 
Entering Unmasked Estep 
Score: -15310976.000000 Penalty: 3834.869873
	Iteration 53Q: 3 clusters Score -1.531098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 132337 members 
Entering Unmasked Estep 
Score: -15310989.000000 Penalty: 3834.869873
	Iteration 54Q: 3 clusters Score -1.531099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 132348 members 
Entering Unmasked Estep 
Score: -15310977.000000 Penalty: 3834.869873
	Iteration 55Q: 3 clusters Score -1.531098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 132358 members 
Entering Unmasked Estep 
Score: -15310979.000000 Penalty: 3834.869873
	Iteration 56Q: 3 clusters Score -1.531098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 132371 members 
Entering Unmasked Estep 
Score: -15310992.000000 Penalty: 3834.869873
	Iteration 57Q: 3 clusters Score -1.531099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 132385 members 
Entering Unmasked Estep 
Score: -15311005.000000 Penalty: 3834.869873
	Iteration 58Q: 3 clusters Score -1.5311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 132397 members 
Entering Unmasked Estep 
Score: -15311011.000000 Penalty: 3834.869873
	Iteration 59Q: 3 clusters Score -1.531101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 132402 members 
Entering Unmasked Estep 
Score: -15311004.000000 Penalty: 3834.869873
	Iteration 60F: 3 clusters Score -1.5311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 132408 members 
Entering Unmasked Estep 
Score: -15311011.000000 Penalty: 3834.869873
	Iteration 61Q: 3 clusters Score -1.531101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 132413 members 
Entering Unmasked Estep 
Score: -15311008.000000 Penalty: 3834.869873
	Iteration 62Q: 3 clusters Score -1.531101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 132417 members 
Entering Unmasked Estep 
Score: -15311006.000000 Penalty: 3834.869873
	Iteration 63Q: 3 clusters Score -1.531101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 132421 members 
Entering Unmasked Estep 
Score: -15311005.000000 Penalty: 3834.869873
	Iteration 64Q: 3 clusters Score -1.5311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 132422 members 
Entering Unmasked Estep 
Score: -15311016.000000 Penalty: 3834.869873
	Iteration 65Q: 3 clusters Score -1.531102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 132421 members 
Entering Unmasked Estep 
Score: -15311009.000000 Penalty: 3834.869873
	Iteration 66Q: 3 clusters Score -1.531101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 132420 members 
Entering Unmasked Estep 
Score: -15311010.000000 Penalty: 3834.869873
	Iteration 67Q: 3 clusters Score -1.531101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 132420 members 
Entering Unmasked Estep 
Score: -15311010.000000 Penalty: 3834.869873
	Iteration 68F: 3 clusters Score -1.531101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Entering Unmasked Estep 
Score: -575804.375000 Penalty: 1392.559448
	Iteration 0F: 2 clusters Score -575804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -571625.250000 Penalty: 2785.118896
	Iteration 0F: 3 clusters Score -571625.2 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -572891.125000 Penalty: 2785.118896
	Iteration 1F: 3 clusters Score -572891.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -573164.500000 Penalty: 2785.118896
	Iteration 2F: 3 clusters Score -573164.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -573407.187500 Penalty: 2785.118896
	Iteration 3F: 3 clusters Score -573407.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -573617.187500 Penalty: 2785.118896
	Iteration 4Q: 3 clusters Score -573617.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -573810.625000 Penalty: 2785.118896
	Iteration 5F: 3 clusters Score -573810.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -573980.750000 Penalty: 2785.118896
	Iteration 6Q: 3 clusters Score -573980.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -574131.375000 Penalty: 2785.118896
	Iteration 7Q: 3 clusters Score -574131.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -574275.812500 Penalty: 2785.118896
	Iteration 8Q: 3 clusters Score -574275.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -574422.187500 Penalty: 2785.118896
	Iteration 9Q: 3 clusters Score -574422.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -574552.812500 Penalty: 2785.118896
	Iteration 10Q: 3 clusters Score -574552.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -574652.500000 Penalty: 2785.118896
	Iteration 11Q: 3 clusters Score -574652.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -574737.000000 Penalty: 2785.118896
	Iteration 12Q: 3 clusters Score -574737 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -574809.812500 Penalty: 2785.118896
	Iteration 13Q: 3 clusters Score -574809.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -574864.500000 Penalty: 2785.118896
	Iteration 14Q: 3 clusters Score -574864.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -574918.062500 Penalty: 2785.118896
	Iteration 15Q: 3 clusters Score -574918.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -574962.937500 Penalty: 2785.118896
	Iteration 16Q: 3 clusters Score -574962.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -574997.562500 Penalty: 2785.118896
	Iteration 17Q: 3 clusters Score -574997.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -575029.000000 Penalty: 2785.118896
	Iteration 18Q: 3 clusters Score -575029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -575060.687500 Penalty: 2785.118896
	Iteration 19Q: 3 clusters Score -575060.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -575083.687500 Penalty: 2785.118896
	Iteration 20F: 3 clusters Score -575083.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -575105.062500 Penalty: 2785.118896
	Iteration 21Q: 3 clusters Score -575105.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -575116.250000 Penalty: 2785.118896
	Iteration 22Q: 3 clusters Score -575116.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -575128.125000 Penalty: 2785.118896
	Iteration 23Q: 3 clusters Score -575128.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -575136.937500 Penalty: 2785.118896
	Iteration 24Q: 3 clusters Score -575136.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -575141.875000 Penalty: 2785.118896
	Iteration 25Q: 3 clusters Score -575141.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -575143.125000 Penalty: 2785.118896
	Iteration 26Q: 3 clusters Score -575143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -575145.000000 Penalty: 2785.118896
	Iteration 27Q: 3 clusters Score -575145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -575144.437500 Penalty: 2785.118896
	Iteration 28Q: 3 clusters Score -575144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -575144.437500 Penalty: 2785.118896
	Iteration 29F: 3 clusters Score -575144.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -103550.335938 Penalty: 1106.289429
	Iteration 0F: 2 clusters Score -103550.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102178.539062 Penalty: 2212.578857
	Iteration 0F: 3 clusters Score -102178.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102417.812500 Penalty: 2212.578857
	Iteration 1F: 3 clusters Score -102417.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102473.992188 Penalty: 2212.578857
	Iteration 2F: 3 clusters Score -102474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102505.656250 Penalty: 2212.578857
	Iteration 3Q: 3 clusters Score -102505.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102527.507812 Penalty: 2212.578857
	Iteration 4Q: 3 clusters Score -102527.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102542.554688 Penalty: 2212.578857
	Iteration 5Q: 3 clusters Score -102542.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102550.773438 Penalty: 2212.578857
	Iteration 6Q: 3 clusters Score -102550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102553.867188 Penalty: 2212.578857
	Iteration 7Q: 3 clusters Score -102553.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102554.820312 Penalty: 2212.578857
	Iteration 8Q: 3 clusters Score -102554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102555.562500 Penalty: 2212.578857
	Iteration 9Q: 3 clusters Score -102555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102555.562500 Penalty: 2212.578857
	Iteration 10F: 3 clusters Score -102555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 80405 members 
Mstep: Class 3 contains 65839 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 2968 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 28516 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 11244 members 
Mstep: Class 12 contains 112744 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 104165 members 
Mstep: Class 15 contains 25413 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33145 members 
Mstep: Class 18 contains 15577 members 
Mstep: Class 19 contains 13247 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16462 members 
Mstep: Class 22 contains 88173 members 
Mstep: Class 23 contains 133199 members 
Mstep: Class 24 contains 5269 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209280.000000 Penalty: 55007.320312
Iteration 279Q: 26 clusters Score -8.620928e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 80355 members 
Mstep: Class 3 contains 65828 members 
Mstep: Class 4 contains 4488 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3639 members 
Mstep: Class 9 contains 28519 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 11242 members 
Mstep: Class 12 contains 112798 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 14 contains 104067 members 
Mstep: Class 15 contains 25399 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33180 members 
Mstep: Class 18 contains 15670 members 
Mstep: Class 19 contains 13247 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16458 members 
Mstep: Class 22 contains 88210 members 
Mstep: Class 23 contains 133160 members 
Mstep: Class 24 contains 5268 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209344.000000 Penalty: 55007.320312
Iteration 280F: 26 clusters Score -8.620934e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 80323 members 
Mstep: Class 3 contains 65821 members 
Mstep: Class 4 contains 4484 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3636 members 
Mstep: Class 9 contains 28521 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 11 contains 11242 members 
Mstep: Class 12 contains 112845 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 14 contains 103954 members 
Mstep: Class 15 contains 25394 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33201 members 
Mstep: Class 18 contains 15769 members 
Mstep: Class 19 contains 13251 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16453 members 
Mstep: Class 22 contains 88250 members 
Mstep: Class 23 contains 133111 members 
Mstep: Class 24 contains 5267 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209304.000000 Penalty: 55007.320312
Iteration 281Q: 26 clusters Score -8.62093e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 80284 members 
Mstep: Class 3 contains 65819 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3633 members 
Mstep: Class 9 contains 28519 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 11241 members 
Mstep: Class 12 contains 112905 members 
Mstep: Class 13 contains 3598 members 
Mstep: Class 14 contains 103829 members 
Mstep: Class 15 contains 25382 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33218 members 
Mstep: Class 18 contains 15888 members 
Mstep: Class 19 contains 13251 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16445 members 
Mstep: Class 22 contains 88282 members 
Mstep: Class 23 contains 133070 members 
Mstep: Class 24 contains 5268 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209136.000000 Penalty: 55007.320312
Iteration 282Q: 26 clusters Score -8.620914e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 80213 members 
Mstep: Class 3 contains 65829 members 
Mstep: Class 4 contains 4480 members 
Mstep: Class 5 contains 2970 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3633 members 
Mstep: Class 9 contains 28521 members 
Mstep: Class 10 contains 5177 members 
Mstep: Class 11 contains 11240 members 
Mstep: Class 12 contains 112976 members 
Mstep: Class 13 contains 3597 members 
Mstep: Class 14 contains 103697 members 
Mstep: Class 15 contains 25375 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33248 members 
Mstep: Class 18 contains 16006 members 
Mstep: Class 19 contains 13244 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16442 members 
Mstep: Class 22 contains 88306 members 
Mstep: Class 23 contains 133026 members 
Mstep: Class 24 contains 5271 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209120.000000 Penalty: 55007.320312
Iteration 283Q: 26 clusters Score -8.620912e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 80168 members 
Mstep: Class 3 contains 65838 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 2971 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 28521 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 113037 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 103570 members 
Mstep: Class 15 contains 25369 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33284 members 
Mstep: Class 18 contains 16093 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16441 members 
Mstep: Class 22 contains 88345 members 
Mstep: Class 23 contains 132980 members 
Mstep: Class 24 contains 5272 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209200.000000 Penalty: 55007.320312
Iteration 284Q: 26 clusters Score -8.62092e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 80136 members 
Mstep: Class 3 contains 65824 members 
Mstep: Class 4 contains 4476 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3624 members 
Mstep: Class 9 contains 28519 members 
Mstep: Class 10 contains 5186 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 12 contains 113116 members 
Mstep: Class 13 contains 3591 members 
Mstep: Class 14 contains 103443 members 
Mstep: Class 15 contains 25360 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33325 members 
Mstep: Class 18 contains 16143 members 
Mstep: Class 19 contains 13237 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16436 members 
Mstep: Class 22 contains 88394 members 
Mstep: Class 23 contains 132959 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209088.000000 Penalty: 55007.320312
Iteration 285Q: 26 clusters Score -8.620909e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 80121 members 
Mstep: Class 3 contains 65809 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3625 members 
Mstep: Class 9 contains 28517 members 
Mstep: Class 10 contains 5192 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 113186 members 
Mstep: Class 13 contains 3588 members 
Mstep: Class 14 contains 103310 members 
Mstep: Class 15 contains 25357 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33334 members 
Mstep: Class 18 contains 16200 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16432 members 
Mstep: Class 22 contains 88441 members 
Mstep: Class 23 contains 132938 members 
Mstep: Class 24 contains 5279 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208984.000000 Penalty: 55007.320312
Iteration 286Q: 26 clusters Score -8.620898e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 80117 members 
Mstep: Class 3 contains 65787 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 28518 members 
Mstep: Class 10 contains 5195 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 113270 members 
Mstep: Class 13 contains 3585 members 
Mstep: Class 14 contains 103183 members 
Mstep: Class 15 contains 25357 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33349 members 
Mstep: Class 18 contains 16244 members 
Mstep: Class 19 contains 13240 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16429 members 
Mstep: Class 22 contains 88484 members 
Mstep: Class 23 contains 132912 members 
Mstep: Class 24 contains 5279 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208904.000000 Penalty: 55007.320312
Iteration 287Q: 26 clusters Score -8.62089e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 80101 members 
Mstep: Class 3 contains 65773 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 28516 members 
Mstep: Class 10 contains 5199 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 113343 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 103049 members 
Mstep: Class 15 contains 25355 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33365 members 
Mstep: Class 18 contains 16291 members 
Mstep: Class 19 contains 13239 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16430 members 
Mstep: Class 22 contains 88535 members 
Mstep: Class 23 contains 132894 members 
Mstep: Class 24 contains 5281 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208696.000000 Penalty: 55007.320312
Iteration 288Q: 26 clusters Score -8.62087e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 80069 members 
Mstep: Class 3 contains 65764 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 28512 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 113423 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 102945 members 
Mstep: Class 15 contains 25345 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33375 members 
Mstep: Class 18 contains 16334 members 
Mstep: Class 19 contains 13240 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16428 members 
Mstep: Class 22 contains 88588 members 
Mstep: Class 23 contains 132865 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208728.000000 Penalty: 55007.320312
Iteration 289Q: 26 clusters Score -8.620873e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 80050 members 
Mstep: Class 3 contains 65744 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 28510 members 
Mstep: Class 10 contains 5209 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 113503 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 102839 members 
Mstep: Class 15 contains 25342 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33376 members 
Mstep: Class 18 contains 16386 members 
Mstep: Class 19 contains 13237 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16427 members 
Mstep: Class 22 contains 88640 members 
Mstep: Class 23 contains 132830 members 
Mstep: Class 24 contains 5282 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208600.000000 Penalty: 55007.320312
Iteration 290Q: 26 clusters Score -8.62086e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 80024 members 
Mstep: Class 3 contains 65724 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 28508 members 
Mstep: Class 10 contains 5215 members 
Mstep: Class 11 contains 11231 members 
Mstep: Class 12 contains 113562 members 
Mstep: Class 13 contains 3581 members 
Mstep: Class 14 contains 102740 members 
Mstep: Class 15 contains 25338 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33382 members 
Mstep: Class 18 contains 16448 members 
Mstep: Class 19 contains 13236 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16428 members 
Mstep: Class 22 contains 88703 members 
Mstep: Class 23 contains 132789 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208504.000000 Penalty: 55007.320312
Iteration 291Q: 26 clusters Score -8.62085e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 80000 members 
Mstep: Class 3 contains 65705 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 28505 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 11231 members 
Mstep: Class 12 contains 113624 members 
Mstep: Class 13 contains 3581 members 
Mstep: Class 14 contains 102657 members 
Mstep: Class 15 contains 25335 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33397 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 13240 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16427 members 
Mstep: Class 22 contains 88764 members 
Mstep: Class 23 contains 132760 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208376.000000 Penalty: 55007.320312
Iteration 292Q: 26 clusters Score -8.620838e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 79967 members 
Mstep: Class 3 contains 65691 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 28505 members 
Mstep: Class 10 contains 5218 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 113692 members 
Mstep: Class 13 contains 3578 members 
Mstep: Class 14 contains 102578 members 
Mstep: Class 15 contains 25334 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33418 members 
Mstep: Class 18 contains 16488 members 
Mstep: Class 19 contains 13237 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16420 members 
Mstep: Class 22 contains 88826 members 
Mstep: Class 23 contains 132733 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208408.000000 Penalty: 55007.320312
Iteration 293Q: 26 clusters Score -8.620841e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79920 members 
Mstep: Class 3 contains 65685 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3625 members 
Mstep: Class 9 contains 28503 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 113763 members 
Mstep: Class 13 contains 3576 members 
Mstep: Class 14 contains 102502 members 
Mstep: Class 15 contains 25330 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33437 members 
Mstep: Class 18 contains 16514 members 
Mstep: Class 19 contains 13239 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16407 members 
Mstep: Class 22 contains 88871 members 
Mstep: Class 23 contains 132722 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208440.000000 Penalty: 55007.320312
Iteration 294Q: 26 clusters Score -8.620844e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79886 members 
Mstep: Class 3 contains 65676 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3625 members 
Mstep: Class 9 contains 28500 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 113843 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 102414 members 
Mstep: Class 15 contains 25321 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33457 members 
Mstep: Class 18 contains 16551 members 
Mstep: Class 19 contains 13245 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16394 members 
Mstep: Class 22 contains 88904 members 
Mstep: Class 23 contains 132698 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208416.000000 Penalty: 55007.320312
Iteration 295Q: 26 clusters Score -8.620842e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79848 members 
Mstep: Class 3 contains 65669 members 
Mstep: Class 4 contains 4461 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3626 members 
Mstep: Class 9 contains 28498 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 113920 members 
Mstep: Class 13 contains 3576 members 
Mstep: Class 14 contains 102334 members 
Mstep: Class 15 contains 25324 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33472 members 
Mstep: Class 18 contains 16593 members 
Mstep: Class 19 contains 13249 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16380 members 
Mstep: Class 22 contains 88930 members 
Mstep: Class 23 contains 132669 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208224.000000 Penalty: 55007.320312
Iteration 296Q: 26 clusters Score -8.620822e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79771 members 
Mstep: Class 3 contains 65664 members 
Mstep: Class 4 contains 4459 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 28497 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 113969 members 
Mstep: Class 13 contains 3576 members 
Mstep: Class 14 contains 102276 members 
Mstep: Class 15 contains 25321 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33498 members 
Mstep: Class 18 contains 16638 members 
Mstep: Class 19 contains 13252 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16373 members 
Mstep: Class 22 contains 88971 members 
Mstep: Class 23 contains 132657 members 
Mstep: Class 24 contains 5279 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208160.000000 Penalty: 55007.320312
Iteration 297Q: 26 clusters Score -8.620816e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79696 members 
Mstep: Class 3 contains 65665 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 28502 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 114036 members 
Mstep: Class 13 contains 3577 members 
Mstep: Class 14 contains 102201 members 
Mstep: Class 15 contains 25324 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33522 members 
Mstep: Class 18 contains 16678 members 
Mstep: Class 19 contains 13255 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16368 members 
Mstep: Class 22 contains 89004 members 
Mstep: Class 23 contains 132635 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208176.000000 Penalty: 55007.320312
Iteration 298Q: 26 clusters Score -8.620818e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79633 members 
Mstep: Class 3 contains 65661 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 418 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 28510 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 114090 members 
Mstep: Class 13 contains 3576 members 
Mstep: Class 14 contains 102118 members 
Mstep: Class 15 contains 25325 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33542 members 
Mstep: Class 18 contains 16726 members 
Mstep: Class 19 contains 13257 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16369 members 
Mstep: Class 22 contains 89035 members 
Mstep: Class 23 contains 132619 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208152.000000 Penalty: 55007.320312
Iteration 299Q: 26 clusters Score -8.620815e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79591 members 
Mstep: Class 3 contains 65648 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 28515 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 114115 members 
Mstep: Class 13 contains 3575 members 
Mstep: Class 14 contains 102071 members 
Mstep: Class 15 contains 25315 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33558 members 
Mstep: Class 18 contains 16764 members 
Mstep: Class 19 contains 13262 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16367 members 
Mstep: Class 22 contains 89072 members 
Mstep: Class 23 contains 132611 members 
Mstep: Class 24 contains 5275 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208280.000000 Penalty: 55007.320312
Iteration 300F: 26 clusters Score -8.620828e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 79541 members 
Mstep: Class 3 contains 65644 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 28518 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 114139 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 101994 members 
Mstep: Class 15 contains 25311 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33577 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 13271 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16364 members 
Mstep: Class 22 contains 89116 members 
Mstep: Class 23 contains 132604 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
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Score: -86208184.000000 Penalty: 55007.320312
Iteration 301Q: 26 clusters Score -8.620818e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79504 members 
Mstep: Class 3 contains 65644 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 28519 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 12 contains 114166 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 101912 members 
Mstep: Class 15 contains 25306 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33591 members 
Mstep: Class 18 contains 16836 members 
Mstep: Class 19 contains 13289 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16360 members 
Mstep: Class 22 contains 89167 members 
Mstep: Class 23 contains 132592 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208264.000000 Penalty: 55007.320312
Iteration 302Q: 26 clusters Score -8.620826e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79457 members 
Mstep: Class 3 contains 65626 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 28520 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 114204 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 101845 members 
Mstep: Class 15 contains 25303 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33604 members 
Mstep: Class 18 contains 16874 members 
Mstep: Class 19 contains 13293 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16358 members 
Mstep: Class 22 contains 89216 members 
Mstep: Class 23 contains 132586 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208448.000000 Penalty: 55007.320312
Iteration 303Q: 26 clusters Score -8.620845e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79408 members 
Mstep: Class 3 contains 65604 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 28524 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 114253 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 101792 members 
Mstep: Class 15 contains 25304 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33614 members 
Mstep: Class 18 contains 16911 members 
Mstep: Class 19 contains 13291 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16355 members 
Mstep: Class 22 contains 89261 members 
Mstep: Class 23 contains 132576 members 
Mstep: Class 24 contains 5271 members 
Mstep: Class 25 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208432.000000 Penalty: 55007.320312
Iteration 304Q: 26 clusters Score -8.620843e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79370 members 
Mstep: Class 3 contains 65586 members 
Mstep: Class 4 contains 4456 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 28527 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 114287 members 
Mstep: Class 13 contains 3572 members 
Mstep: Class 14 contains 101757 members 
Mstep: Class 15 contains 25302 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33634 members 
Mstep: Class 18 contains 16925 members 
Mstep: Class 19 contains 13290 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16352 members 
Mstep: Class 22 contains 89300 members 
Mstep: Class 23 contains 132567 members 
Mstep: Class 24 contains 5269 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208272.000000 Penalty: 55007.320312
Iteration 305Q: 26 clusters Score -8.620827e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 79306 members 
Mstep: Class 3 contains 65573 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 28529 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11239 members 
Mstep: Class 12 contains 114306 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 101738 members 
Mstep: Class 15 contains 25308 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33653 members 
Mstep: Class 18 contains 16949 members 
Mstep: Class 19 contains 13293 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16350 members 
Mstep: Class 22 contains 89343 members 
Mstep: Class 23 contains 132551 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208248.000000 Penalty: 55007.320312
Iteration 306Q: 26 clusters Score -8.620825e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 79257 members 
Mstep: Class 3 contains 65559 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3625 members 
Mstep: Class 9 contains 28530 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 114344 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 101700 members 
Mstep: Class 15 contains 25316 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33672 members 
Mstep: Class 18 contains 16974 members 
Mstep: Class 19 contains 13292 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16347 members 
Mstep: Class 22 contains 89380 members 
Mstep: Class 23 contains 132534 members 
Mstep: Class 24 contains 5262 members 
Mstep: Class 25 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208304.000000 Penalty: 55007.320312
Iteration 307Q: 26 clusters Score -8.62083e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 79197 members 
Mstep: Class 3 contains 65559 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3623 members 
Mstep: Class 9 contains 28532 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 114397 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 101644 members 
Mstep: Class 15 contains 25318 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33682 members 
Mstep: Class 18 contains 16997 members 
Mstep: Class 19 contains 13300 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16346 members 
Mstep: Class 22 contains 89407 members 
Mstep: Class 23 contains 132531 members 
Mstep: Class 24 contains 5262 members 
Mstep: Class 25 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208144.000000 Penalty: 55007.320312
Iteration 308Q: 26 clusters Score -8.620814e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 79161 members 
Mstep: Class 3 contains 65563 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3623 members 
Mstep: Class 9 contains 28535 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 12 contains 114439 members 
Mstep: Class 13 contains 3570 members 
Mstep: Class 14 contains 101554 members 
Mstep: Class 15 contains 25320 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33690 members 
Mstep: Class 18 contains 17047 members 
Mstep: Class 19 contains 13303 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16346 members 
Mstep: Class 22 contains 89444 members 
Mstep: Class 23 contains 132506 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208168.000000 Penalty: 55007.320312
Iteration 309Q: 26 clusters Score -8.620817e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 79125 members 
Mstep: Class 3 contains 65560 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 28540 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 114462 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 101480 members 
Mstep: Class 15 contains 25321 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33702 members 
Mstep: Class 18 contains 17081 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16347 members 
Mstep: Class 22 contains 89488 members 
Mstep: Class 23 contains 132498 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208160.000000 Penalty: 55007.320312
Iteration 310Q: 26 clusters Score -8.620816e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 79101 members 
Mstep: Class 3 contains 65548 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3619 members 
Mstep: Class 9 contains 28541 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 114495 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 101398 members 
Mstep: Class 15 contains 25314 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33720 members 
Mstep: Class 18 contains 17135 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16354 members 
Mstep: Class 22 contains 89521 members 
Mstep: Class 23 contains 132474 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208128.000000 Penalty: 55007.320312
Iteration 311Q: 26 clusters Score -8.620813e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 79090 members 
Mstep: Class 3 contains 65541 members 
Mstep: Class 4 contains 4446 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 28544 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 114514 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 101309 members 
Mstep: Class 15 contains 25309 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33732 members 
Mstep: Class 18 contains 17189 members 
Mstep: Class 19 contains 13325 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16353 members 
Mstep: Class 22 contains 89562 members 
Mstep: Class 23 contains 132456 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208008.000000 Penalty: 55007.320312
Iteration 312Q: 26 clusters Score -8.620801e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 79099 members 
Mstep: Class 3 contains 65533 members 
Mstep: Class 4 contains 4445 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 28547 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 114557 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 101205 members 
Mstep: Class 15 contains 25301 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33743 members 
Mstep: Class 18 contains 17242 members 
Mstep: Class 19 contains 13326 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16357 members 
Mstep: Class 22 contains 89583 members 
Mstep: Class 23 contains 132432 members 
Mstep: Class 24 contains 5267 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207952.000000 Penalty: 55007.320312
Iteration 313Q: 26 clusters Score -8.620795e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 79092 members 
Mstep: Class 3 contains 65530 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 28552 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 114585 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 14 contains 101119 members 
Mstep: Class 15 contains 25292 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33750 members 
Mstep: Class 18 contains 17305 members 
Mstep: Class 19 contains 13325 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16360 members 
Mstep: Class 22 contains 89612 members 
Mstep: Class 23 contains 132405 members 
Mstep: Class 24 contains 5269 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207968.000000 Penalty: 55007.320312
Iteration 314Q: 26 clusters Score -8.620797e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 79077 members 
Mstep: Class 3 contains 65535 members 
Mstep: Class 4 contains 4441 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 28557 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 114629 members 
Mstep: Class 13 contains 3567 members 
Mstep: Class 14 contains 101028 members 
Mstep: Class 15 contains 25293 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33760 members 
Mstep: Class 18 contains 17365 members 
Mstep: Class 19 contains 13327 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16365 members 
Mstep: Class 22 contains 89631 members 
Mstep: Class 23 contains 132362 members 
Mstep: Class 24 contains 5268 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207944.000000 Penalty: 55007.320312
Iteration 315Q: 26 clusters Score -8.620794e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 79068 members 
Mstep: Class 3 contains 65541 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3612 members 
Mstep: Class 9 contains 28562 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 114657 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 14 contains 100948 members 
Mstep: Class 15 contains 25296 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33769 members 
Mstep: Class 18 contains 17423 members 
Mstep: Class 19 contains 13329 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16371 members 
Mstep: Class 22 contains 89655 members 
Mstep: Class 23 contains 132315 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207840.000000 Penalty: 55007.320312
Iteration 316Q: 26 clusters Score -8.620784e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 79034 members 
Mstep: Class 3 contains 65546 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 28568 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 114683 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 14 contains 100874 members 
Mstep: Class 15 contains 25300 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33793 members 
Mstep: Class 18 contains 17483 members 
Mstep: Class 19 contains 13332 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16374 members 
Mstep: Class 22 contains 89688 members 
Mstep: Class 23 contains 132264 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207784.000000 Penalty: 55007.320312
Iteration 317Q: 26 clusters Score -8.620778e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 79008 members 
Mstep: Class 3 contains 65566 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3612 members 
Mstep: Class 9 contains 28576 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 114722 members 
Mstep: Class 13 contains 3564 members 
Mstep: Class 14 contains 100812 members 
Mstep: Class 15 contains 25301 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33806 members 
Mstep: Class 18 contains 17518 members 
Mstep: Class 19 contains 13340 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16375 members 
Mstep: Class 22 contains 89709 members 
Mstep: Class 23 contains 132209 members 
Mstep: Class 24 contains 5260 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207864.000000 Penalty: 55007.320312
Iteration 318Q: 26 clusters Score -8.620786e+07 nChanged 576
Entering ConstructFrom: 
Score: -86207864.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -425830.468750 Penalty: 1349.319580
	Iteration 0F: 2 clusters Score -425830.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -422543.250000 Penalty: 2698.639160
	Iteration 0F: 3 clusters Score -422543.2 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -423485.656250 Penalty: 2698.639160
	Iteration 1F: 3 clusters Score -423485.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -423658.781250 Penalty: 2698.639160
	Iteration 2F: 3 clusters Score -423658.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -423752.437500 Penalty: 2698.639160
	Iteration 3Q: 3 clusters Score -423752.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -423817.218750 Penalty: 2698.639160
	Iteration 4Q: 3 clusters Score -423817.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -423889.843750 Penalty: 2698.639160
	Iteration 5Q: 3 clusters Score -423889.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -423959.218750 Penalty: 2698.639160
	Iteration 6Q: 3 clusters Score -423959.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -424019.343750 Penalty: 2698.639160
	Iteration 7Q: 3 clusters Score -424019.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -424091.125000 Penalty: 2698.639160
	Iteration 8Q: 3 clusters Score -424091.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -424143.718750 Penalty: 2698.639160
	Iteration 9Q: 3 clusters Score -424143.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -424180.031250 Penalty: 2698.639160
	Iteration 10Q: 3 clusters Score -424180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -424213.781250 Penalty: 2698.639160
	Iteration 11Q: 3 clusters Score -424213.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -424245.406250 Penalty: 2698.639160
	Iteration 12Q: 3 clusters Score -424245.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -424290.062500 Penalty: 2698.639160
	Iteration 13Q: 3 clusters Score -424290.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -424329.468750 Penalty: 2698.639160
	Iteration 14Q: 3 clusters Score -424329.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -424368.906250 Penalty: 2698.639160
	Iteration 15Q: 3 clusters Score -424368.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -424414.656250 Penalty: 2698.639160
	Iteration 16Q: 3 clusters Score -424414.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -424461.125000 Penalty: 2698.639160
	Iteration 17Q: 3 clusters Score -424461.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -424517.406250 Penalty: 2698.639160
	Iteration 18Q: 3 clusters Score -424517.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -424584.031250 Penalty: 2698.639160
	Iteration 19Q: 3 clusters Score -424584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -424647.500000 Penalty: 2698.639160
	Iteration 20F: 3 clusters Score -424647.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -424696.843750 Penalty: 2698.639160
	Iteration 21Q: 3 clusters Score -424696.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -424741.906250 Penalty: 2698.639160
	Iteration 22Q: 3 clusters Score -424741.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -424770.156250 Penalty: 2698.639160
	Iteration 23Q: 3 clusters Score -424770.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -424794.593750 Penalty: 2698.639160
	Iteration 24Q: 3 clusters Score -424794.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -424815.718750 Penalty: 2698.639160
	Iteration 25Q: 3 clusters Score -424815.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -424837.406250 Penalty: 2698.639160
	Iteration 26Q: 3 clusters Score -424837.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -424855.656250 Penalty: 2698.639160
	Iteration 27Q: 3 clusters Score -424855.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -424866.750000 Penalty: 2698.639160
	Iteration 28Q: 3 clusters Score -424866.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -424879.156250 Penalty: 2698.639160
	Iteration 29Q: 3 clusters Score -424879.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -424891.968750 Penalty: 2698.639160
	Iteration 30Q: 3 clusters Score -424892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -424899.750000 Penalty: 2698.639160
	Iteration 31Q: 3 clusters Score -424899.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -424911.718750 Penalty: 2698.639160
	Iteration 32Q: 3 clusters Score -424911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -424915.718750 Penalty: 2698.639160
	Iteration 33Q: 3 clusters Score -424915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -424916.781250 Penalty: 2698.639160
	Iteration 34Q: 3 clusters Score -424916.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -424919.843750 Penalty: 2698.639160
	Iteration 35Q: 3 clusters Score -424919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -424920.250000 Penalty: 2698.639160
	Iteration 36Q: 3 clusters Score -424920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -424922.156250 Penalty: 2698.639160
	Iteration 37Q: 3 clusters Score -424922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -424926.343750 Penalty: 2698.639160
	Iteration 38Q: 3 clusters Score -424926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -424930.812500 Penalty: 2698.639160
	Iteration 39Q: 3 clusters Score -424930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -424937.875000 Penalty: 2698.639160
	Iteration 40F: 3 clusters Score -424937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -424938.281250 Penalty: 2698.639160
	Iteration 41Q: 3 clusters Score -424938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -424938.281250 Penalty: 2698.639160
	Iteration 42F: 3 clusters Score -424938.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Entering Unmasked Estep 
Score: -9190392.000000 Penalty: 1832.576416
	Iteration 0F: 2 clusters Score -9190392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -9137918.000000 Penalty: 3665.152832
	Iteration 0F: 3 clusters Score -9137918 nChanged 37506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -9159360.000000 Penalty: 3665.152832
	Iteration 1F: 3 clusters Score -9159360 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -9160101.000000 Penalty: 3665.152832
	Iteration 2Q: 3 clusters Score -9160101 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -9160928.000000 Penalty: 3665.152832
	Iteration 3Q: 3 clusters Score -9160928 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -9162313.000000 Penalty: 3665.152832
	Iteration 4Q: 3 clusters Score -9162313 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -9164521.000000 Penalty: 3665.152832
	Iteration 5F: 3 clusters Score -9164521 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -9168016.000000 Penalty: 3665.152832
	Iteration 6F: 3 clusters Score -9168016 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -9172726.000000 Penalty: 3665.152832
	Iteration 7F: 3 clusters Score -9172726 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -9178127.000000 Penalty: 3665.152832
	Iteration 8F: 3 clusters Score -9178127 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71653 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -9182738.000000 Penalty: 3665.152832
	Iteration 9F: 3 clusters Score -9182738 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -9185645.000000 Penalty: 3665.152832
	Iteration 10Q: 3 clusters Score -9185645 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9187261.000000 Penalty: 3665.152832
	Iteration 11Q: 3 clusters Score -9187261 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9188022.000000 Penalty: 3665.152832
	Iteration 12Q: 3 clusters Score -9188022 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9188412.000000 Penalty: 3665.152832
	Iteration 13Q: 3 clusters Score -9188412 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9188626.000000 Penalty: 3665.152832
	Iteration 14Q: 3 clusters Score -9188626 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9188767.000000 Penalty: 3665.152832
	Iteration 15Q: 3 clusters Score -9188767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78556 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9188816.000000 Penalty: 3665.152832
	Iteration 16Q: 3 clusters Score -9188816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9188840.000000 Penalty: 3665.152832
	Iteration 17Q: 3 clusters Score -9188840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9188874.000000 Penalty: 3665.152832
	Iteration 18Q: 3 clusters Score -9188874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9188889.000000 Penalty: 3665.152832
	Iteration 19Q: 3 clusters Score -9188889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9188900.000000 Penalty: 3665.152832
	Iteration 20F: 3 clusters Score -9188900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9188898.000000 Penalty: 3665.152832
	Iteration 21Q: 3 clusters Score -9188898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9188903.000000 Penalty: 3665.152832
	Iteration 22Q: 3 clusters Score -9188903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9188904.000000 Penalty: 3665.152832
	Iteration 23Q: 3 clusters Score -9188904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9188916.000000 Penalty: 3665.152832
	Iteration 24Q: 3 clusters Score -9188916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9188920.000000 Penalty: 3665.152832
	Iteration 25Q: 3 clusters Score -9188920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9188920.000000 Penalty: 3665.152832
	Iteration 26F: 3 clusters Score -9188920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (65574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Entering Unmasked Estep 
Score: -7635779.000000 Penalty: 1802.276855
	Iteration 0F: 2 clusters Score -7635779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -7592135.000000 Penalty: 3604.553711
	Iteration 0F: 3 clusters Score -7592135 nChanged 30977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -7609745.000000 Penalty: 3604.553711
	Iteration 1F: 3 clusters Score -7609745 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -7610447.500000 Penalty: 3604.553711
	Iteration 2Q: 3 clusters Score -7610448 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -7611294.000000 Penalty: 3604.553711
	Iteration 3Q: 3 clusters Score -7611294 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -7612450.000000 Penalty: 3604.553711
	Iteration 4Q: 3 clusters Score -7612450 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -7614132.500000 Penalty: 3604.553711
	Iteration 5Q: 3 clusters Score -7614132 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -7616519.000000 Penalty: 3604.553711
	Iteration 6F: 3 clusters Score -7616519 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -7619740.500000 Penalty: 3604.553711
	Iteration 7F: 3 clusters Score -7619740 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -7623241.000000 Penalty: 3604.553711
	Iteration 8F: 3 clusters Score -7623241 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -7626473.500000 Penalty: 3604.553711
	Iteration 9F: 3 clusters Score -7626474 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -7628774.500000 Penalty: 3604.553711
	Iteration 10Q: 3 clusters Score -7628774 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -7630144.500000 Penalty: 3604.553711
	Iteration 11Q: 3 clusters Score -7630144 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -7631049.000000 Penalty: 3604.553711
	Iteration 12Q: 3 clusters Score -7631049 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -7631744.000000 Penalty: 3604.553711
	Iteration 13Q: 3 clusters Score -7631744 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -7632406.500000 Penalty: 3604.553711
	Iteration 14Q: 3 clusters Score -7632406 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -7632898.500000 Penalty: 3604.553711
	Iteration 15Q: 3 clusters Score -7632898 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7633319.500000 Penalty: 3604.553711
	Iteration 16Q: 3 clusters Score -7633320 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7633570.500000 Penalty: 3604.553711
	Iteration 17Q: 3 clusters Score -7633570 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7633787.500000 Penalty: 3604.553711
	Iteration 18Q: 3 clusters Score -7633788 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7633957.500000 Penalty: 3604.553711
	Iteration 19Q: 3 clusters Score -7633958 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -7634061.500000 Penalty: 3604.553711
	Iteration 20F: 3 clusters Score -7634062 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7634172.000000 Penalty: 3604.553711
	Iteration 21Q: 3 clusters Score -7634172 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7634232.000000 Penalty: 3604.553711
	Iteration 22Q: 3 clusters Score -7634232 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7634275.500000 Penalty: 3604.553711
	Iteration 23Q: 3 clusters Score -7634276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7634309.000000 Penalty: 3604.553711
	Iteration 24Q: 3 clusters Score -7634309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7634333.500000 Penalty: 3604.553711
	Iteration 25Q: 3 clusters Score -7634334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7634349.000000 Penalty: 3604.553711
	Iteration 26Q: 3 clusters Score -7634349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7634372.500000 Penalty: 3604.553711
	Iteration 27Q: 3 clusters Score -7634372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7634390.000000 Penalty: 3604.553711
	Iteration 28Q: 3 clusters Score -7634390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7634406.000000 Penalty: 3604.553711
	Iteration 29Q: 3 clusters Score -7634406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7634433.000000 Penalty: 3604.553711
	Iteration 30Q: 3 clusters Score -7634433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7634443.500000 Penalty: 3604.553711
	Iteration 31Q: 3 clusters Score -7634444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7634461.500000 Penalty: 3604.553711
	Iteration 32Q: 3 clusters Score -7634462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7634489.500000 Penalty: 3604.553711
	Iteration 33Q: 3 clusters Score -7634490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7634497.000000 Penalty: 3604.553711
	Iteration 34Q: 3 clusters Score -7634497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7634512.000000 Penalty: 3604.553711
	Iteration 35Q: 3 clusters Score -7634512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7634522.500000 Penalty: 3604.553711
	Iteration 36Q: 3 clusters Score -7634522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7634538.000000 Penalty: 3604.553711
	Iteration 37Q: 3 clusters Score -7634538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7634543.500000 Penalty: 3604.553711
	Iteration 38Q: 3 clusters Score -7634544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64864 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7634547.500000 Penalty: 3604.553711
	Iteration 39Q: 3 clusters Score -7634548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7634551.000000 Penalty: 3604.553711
	Iteration 40F: 3 clusters Score -7634551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7634552.000000 Penalty: 3604.553711
	Iteration 41Q: 3 clusters Score -7634552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7634552.500000 Penalty: 3604.553711
	Iteration 42Q: 3 clusters Score -7634552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7634556.000000 Penalty: 3604.553711
	Iteration 43Q: 3 clusters Score -7634556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7634568.500000 Penalty: 3604.553711
	Iteration 44Q: 3 clusters Score -7634568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7634572.500000 Penalty: 3604.553711
	Iteration 45Q: 3 clusters Score -7634572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7634582.000000 Penalty: 3604.553711
	Iteration 46Q: 3 clusters Score -7634582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7634587.500000 Penalty: 3604.553711
	Iteration 47Q: 3 clusters Score -7634588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7634595.000000 Penalty: 3604.553711
	Iteration 48Q: 3 clusters Score -7634595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7634617.500000 Penalty: 3604.553711
	Iteration 49Q: 3 clusters Score -7634618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7634616.500000 Penalty: 3604.553711
	Iteration 50Q: 3 clusters Score -7634616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7634617.000000 Penalty: 3604.553711
	Iteration 51Q: 3 clusters Score -7634617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7634623.000000 Penalty: 3604.553711
	Iteration 52Q: 3 clusters Score -7634623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7634620.000000 Penalty: 3604.553711
	Iteration 53Q: 3 clusters Score -7634620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7634626.000000 Penalty: 3604.553711
	Iteration 54Q: 3 clusters Score -7634626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7634626.000000 Penalty: 3604.553711
	Iteration 55F: 3 clusters Score -7634626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -509395.750000 Penalty: 1364.595093
	Iteration 0F: 2 clusters Score -509395.8 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 2187 members 
Entering Unmasked Estep 
Score: -505775.656250 Penalty: 2729.190186
	Iteration 0F: 3 clusters Score -505775.7 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -506786.562500 Penalty: 2729.190186
	Iteration 1F: 3 clusters Score -506786.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -506986.812500 Penalty: 2729.190186
	Iteration 2F: 3 clusters Score -506986.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -507133.281250 Penalty: 2729.190186
	Iteration 3F: 3 clusters Score -507133.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -507230.593750 Penalty: 2729.190186
	Iteration 4Q: 3 clusters Score -507230.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -507307.187500 Penalty: 2729.190186
	Iteration 5Q: 3 clusters Score -507307.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -507376.625000 Penalty: 2729.190186
	Iteration 6Q: 3 clusters Score -507376.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -507430.937500 Penalty: 2729.190186
	Iteration 7Q: 3 clusters Score -507430.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -507487.656250 Penalty: 2729.190186
	Iteration 8Q: 3 clusters Score -507487.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -507557.500000 Penalty: 2729.190186
	Iteration 9Q: 3 clusters Score -507557.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -507611.906250 Penalty: 2729.190186
	Iteration 10Q: 3 clusters Score -507611.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -507671.625000 Penalty: 2729.190186
	Iteration 11Q: 3 clusters Score -507671.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -507731.656250 Penalty: 2729.190186
	Iteration 12Q: 3 clusters Score -507731.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -507790.250000 Penalty: 2729.190186
	Iteration 13Q: 3 clusters Score -507790.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -507841.968750 Penalty: 2729.190186
	Iteration 14Q: 3 clusters Score -507842 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -507905.687500 Penalty: 2729.190186
	Iteration 15Q: 3 clusters Score -507905.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -507947.250000 Penalty: 2729.190186
	Iteration 16Q: 3 clusters Score -507947.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -507984.406250 Penalty: 2729.190186
	Iteration 17Q: 3 clusters Score -507984.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -508016.937500 Penalty: 2729.190186
	Iteration 18Q: 3 clusters Score -508016.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -508034.406250 Penalty: 2729.190186
	Iteration 19Q: 3 clusters Score -508034.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -508055.843750 Penalty: 2729.190186
	Iteration 20F: 3 clusters Score -508055.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -508076.218750 Penalty: 2729.190186
	Iteration 21Q: 3 clusters Score -508076.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -508089.125000 Penalty: 2729.190186
	Iteration 22Q: 3 clusters Score -508089.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -508099.875000 Penalty: 2729.190186
	Iteration 23Q: 3 clusters Score -508099.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -508107.062500 Penalty: 2729.190186
	Iteration 24Q: 3 clusters Score -508107.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -508114.437500 Penalty: 2729.190186
	Iteration 25Q: 3 clusters Score -508114.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -508121.000000 Penalty: 2729.190186
	Iteration 26Q: 3 clusters Score -508121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -508125.812500 Penalty: 2729.190186
	Iteration 27Q: 3 clusters Score -508125.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -508133.625000 Penalty: 2729.190186
	Iteration 28Q: 3 clusters Score -508133.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -508138.531250 Penalty: 2729.190186
	Iteration 29Q: 3 clusters Score -508138.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -508142.968750 Penalty: 2729.190186
	Iteration 30Q: 3 clusters Score -508143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -508143.937500 Penalty: 2729.190186
	Iteration 31Q: 3 clusters Score -508143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -508145.281250 Penalty: 2729.190186
	Iteration 32Q: 3 clusters Score -508145.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -508146.343750 Penalty: 2729.190186
	Iteration 33Q: 3 clusters Score -508146.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -508147.156250 Penalty: 2729.190186
	Iteration 34Q: 3 clusters Score -508147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -508148.062500 Penalty: 2729.190186
	Iteration 35Q: 3 clusters Score -508148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -508148.281250 Penalty: 2729.190186
	Iteration 36Q: 3 clusters Score -508148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -508148.875000 Penalty: 2729.190186
	Iteration 37Q: 3 clusters Score -508148.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -508148.875000 Penalty: 2729.190186
	Iteration 38F: 3 clusters Score -508148.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -330125.250000 Penalty: 1299.893188
	Iteration 0F: 2 clusters Score -330125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -327413.156250 Penalty: 2599.786377
	Iteration 0F: 3 clusters Score -327413.2 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -328078.031250 Penalty: 2599.786377
	Iteration 1F: 3 clusters Score -328078 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -328250.531250 Penalty: 2599.786377
	Iteration 2F: 3 clusters Score -328250.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -328376.875000 Penalty: 2599.786377
	Iteration 3F: 3 clusters Score -328376.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -328483.968750 Penalty: 2599.786377
	Iteration 4Q: 3 clusters Score -328484 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -328570.968750 Penalty: 2599.786377
	Iteration 5Q: 3 clusters Score -328571 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -328642.125000 Penalty: 2599.786377
	Iteration 6Q: 3 clusters Score -328642.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -328705.468750 Penalty: 2599.786377
	Iteration 7Q: 3 clusters Score -328705.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -328756.250000 Penalty: 2599.786377
	Iteration 8Q: 3 clusters Score -328756.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -328785.218750 Penalty: 2599.786377
	Iteration 9Q: 3 clusters Score -328785.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -328812.968750 Penalty: 2599.786377
	Iteration 10Q: 3 clusters Score -328813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -328838.906250 Penalty: 2599.786377
	Iteration 11Q: 3 clusters Score -328838.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -328878.375000 Penalty: 2599.786377
	Iteration 12Q: 3 clusters Score -328878.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -328927.000000 Penalty: 2599.786377
	Iteration 13Q: 3 clusters Score -328927 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -328970.406250 Penalty: 2599.786377
	Iteration 14Q: 3 clusters Score -328970.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -329005.406250 Penalty: 2599.786377
	Iteration 15Q: 3 clusters Score -329005.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -329032.875000 Penalty: 2599.786377
	Iteration 16Q: 3 clusters Score -329032.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -329054.531250 Penalty: 2599.786377
	Iteration 17Q: 3 clusters Score -329054.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -329069.406250 Penalty: 2599.786377
	Iteration 18Q: 3 clusters Score -329069.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -329082.593750 Penalty: 2599.786377
	Iteration 19Q: 3 clusters Score -329082.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -329094.375000 Penalty: 2599.786377
	Iteration 20F: 3 clusters Score -329094.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -329107.531250 Penalty: 2599.786377
	Iteration 21Q: 3 clusters Score -329107.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -329123.031250 Penalty: 2599.786377
	Iteration 22Q: 3 clusters Score -329123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -329132.312500 Penalty: 2599.786377
	Iteration 23Q: 3 clusters Score -329132.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -329136.843750 Penalty: 2599.786377
	Iteration 24Q: 3 clusters Score -329136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -329141.406250 Penalty: 2599.786377
	Iteration 25Q: 3 clusters Score -329141.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -329144.031250 Penalty: 2599.786377
	Iteration 26Q: 3 clusters Score -329144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -329144.812500 Penalty: 2599.786377
	Iteration 27Q: 3 clusters Score -329144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -329145.812500 Penalty: 2599.786377
	Iteration 28Q: 3 clusters Score -329145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -329146.500000 Penalty: 2599.786377
	Iteration 29Q: 3 clusters Score -329146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -329147.812500 Penalty: 2599.786377
	Iteration 30Q: 3 clusters Score -329147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -329149.625000 Penalty: 2599.786377
	Iteration 31Q: 3 clusters Score -329149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -329150.718750 Penalty: 2599.786377
	Iteration 32Q: 3 clusters Score -329150.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -329152.093750 Penalty: 2599.786377
	Iteration 33Q: 3 clusters Score -329152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -329152.750000 Penalty: 2599.786377
	Iteration 34Q: 3 clusters Score -329152.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -329153.750000 Penalty: 2599.786377
	Iteration 35Q: 3 clusters Score -329153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -329154.187500 Penalty: 2599.786377
	Iteration 36Q: 3 clusters Score -329154.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -329153.906250 Penalty: 2599.786377
	Iteration 37Q: 3 clusters Score -329153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -329155.531250 Penalty: 2599.786377
	Iteration 38Q: 3 clusters Score -329155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -329156.187500 Penalty: 2599.786377
	Iteration 39Q: 3 clusters Score -329156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -329157.156250 Penalty: 2599.786377
	Iteration 40F: 3 clusters Score -329157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -329159.062500 Penalty: 2599.786377
	Iteration 41Q: 3 clusters Score -329159.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -329161.687500 Penalty: 2599.786377
	Iteration 42Q: 3 clusters Score -329161.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -329164.312500 Penalty: 2599.786377
	Iteration 43Q: 3 clusters Score -329164.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -329168.750000 Penalty: 2599.786377
	Iteration 44Q: 3 clusters Score -329168.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -329173.687500 Penalty: 2599.786377
	Iteration 45Q: 3 clusters Score -329173.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -329177.625000 Penalty: 2599.786377
	Iteration 46Q: 3 clusters Score -329177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -329180.187500 Penalty: 2599.786377
	Iteration 47Q: 3 clusters Score -329180.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -329182.031250 Penalty: 2599.786377
	Iteration 48Q: 3 clusters Score -329182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -329185.281250 Penalty: 2599.786377
	Iteration 49Q: 3 clusters Score -329185.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -329193.343750 Penalty: 2599.786377
	Iteration 50Q: 3 clusters Score -329193.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -329201.968750 Penalty: 2599.786377
	Iteration 51Q: 3 clusters Score -329202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -329207.468750 Penalty: 2599.786377
	Iteration 52Q: 3 clusters Score -329207.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -329209.406250 Penalty: 2599.786377
	Iteration 53Q: 3 clusters Score -329209.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -329211.468750 Penalty: 2599.786377
	Iteration 54Q: 3 clusters Score -329211.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -329213.156250 Penalty: 2599.786377
	Iteration 55Q: 3 clusters Score -329213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -329213.937500 Penalty: 2599.786377
	Iteration 56Q: 3 clusters Score -329213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -329215.937500 Penalty: 2599.786377
	Iteration 57Q: 3 clusters Score -329215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -329217.281250 Penalty: 2599.786377
	Iteration 58Q: 3 clusters Score -329217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -329217.312500 Penalty: 2599.786377
	Iteration 59Q: 3 clusters Score -329217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -329218.562500 Penalty: 2599.786377
	Iteration 60F: 3 clusters Score -329218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -329218.968750 Penalty: 2599.786377
	Iteration 61Q: 3 clusters Score -329219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -329220.562500 Penalty: 2599.786377
	Iteration 62Q: 3 clusters Score -329220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -329221.812500 Penalty: 2599.786377
	Iteration 63Q: 3 clusters Score -329221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -329222.031250 Penalty: 2599.786377
	Iteration 64Q: 3 clusters Score -329222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -329224.406250 Penalty: 2599.786377
	Iteration 65Q: 3 clusters Score -329224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -329225.093750 Penalty: 2599.786377
	Iteration 66Q: 3 clusters Score -329225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -329225.593750 Penalty: 2599.786377
	Iteration 67Q: 3 clusters Score -329225.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -329227.343750 Penalty: 2599.786377
	Iteration 68Q: 3 clusters Score -329227.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -329228.125000 Penalty: 2599.786377
	Iteration 69Q: 3 clusters Score -329228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -329228.656250 Penalty: 2599.786377
	Iteration 70Q: 3 clusters Score -329228.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -329228.468750 Penalty: 2599.786377
	Iteration 71Q: 3 clusters Score -329228.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -329228.468750 Penalty: 2599.786377
	Iteration 72F: 3 clusters Score -329228.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Entering Unmasked Estep 
Score: -41711.066406 Penalty: 981.153992
	Iteration 0F: 2 clusters Score -41711.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40776.265625 Penalty: 1962.307983
	Iteration 0F: 3 clusters Score -40776.27 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40930.980469 Penalty: 1962.307983
	Iteration 1F: 3 clusters Score -40930.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40992.484375 Penalty: 1962.307983
	Iteration 2F: 3 clusters Score -40992.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41031.039062 Penalty: 1962.307983
	Iteration 3Q: 3 clusters Score -41031.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41049.042969 Penalty: 1962.307983
	Iteration 4Q: 3 clusters Score -41049.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41061.039062 Penalty: 1962.307983
	Iteration 5Q: 3 clusters Score -41061.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41063.867188 Penalty: 1962.307983
	Iteration 6Q: 3 clusters Score -41063.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41064.382812 Penalty: 1962.307983
	Iteration 7Q: 3 clusters Score -41064.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41064.382812 Penalty: 1962.307983
	Iteration 8F: 3 clusters Score -41064.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -13236.954102 Penalty: 845.651062
	Iteration 0F: 2 clusters Score -13236.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12664.669922 Penalty: 1691.302124
	Iteration 0F: 3 clusters Score -12664.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12787.778320 Penalty: 1691.302124
	Iteration 1F: 3 clusters Score -12787.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12846.836914 Penalty: 1691.302124
	Iteration 2F: 3 clusters Score -12846.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12875.577148 Penalty: 1691.302124
	Iteration 3F: 3 clusters Score -12875.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12881.750977 Penalty: 1691.302124
	Iteration 4Q: 3 clusters Score -12881.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12887.894531 Penalty: 1691.302124
	Iteration 5Q: 3 clusters Score -12887.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12891.720703 Penalty: 1691.302124
	Iteration 6Q: 3 clusters Score -12891.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12921.840820 Penalty: 1691.302124
	Iteration 7Q: 3 clusters Score -12921.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12951.252930 Penalty: 1691.302124
	Iteration 8Q: 3 clusters Score -12951.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12954.451172 Penalty: 1691.302124
	Iteration 9Q: 3 clusters Score -12954.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12956.465820 Penalty: 1691.302124
	Iteration 10Q: 3 clusters Score -12956.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12956.465820 Penalty: 1691.302124
	Iteration 11F: 3 clusters Score -12956.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -416522.156250 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -416522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -413398.218750 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -413398.2 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -414199.968750 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -414200 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -414334.718750 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -414334.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -414414.718750 Penalty: 2662.315430
	Iteration 3Q: 3 clusters Score -414414.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -414476.218750 Penalty: 2662.315430
	Iteration 4Q: 3 clusters Score -414476.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -414520.125000 Penalty: 2662.315430
	Iteration 5Q: 3 clusters Score -414520.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -414558.906250 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -414558.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -414597.812500 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -414597.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -414638.468750 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -414638.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -414688.437500 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -414688.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -414742.968750 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -414743 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -414790.312500 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -414790.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -414837.656250 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -414837.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -414897.687500 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -414897.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -414956.843750 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -414956.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -415014.531250 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -415014.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -415062.281250 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -415062.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -415106.531250 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -415106.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -415152.656250 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -415152.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -415175.750000 Penalty: 2662.315430
	Iteration 19Q: 3 clusters Score -415175.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -415191.625000 Penalty: 2662.315430
	Iteration 20F: 3 clusters Score -415191.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -415217.531250 Penalty: 2662.315430
	Iteration 21Q: 3 clusters Score -415217.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -415242.000000 Penalty: 2662.315430
	Iteration 22Q: 3 clusters Score -415242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -415259.843750 Penalty: 2662.315430
	Iteration 23Q: 3 clusters Score -415259.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -415271.156250 Penalty: 2662.315430
	Iteration 24Q: 3 clusters Score -415271.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -415285.625000 Penalty: 2662.315430
	Iteration 25Q: 3 clusters Score -415285.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -415301.343750 Penalty: 2662.315430
	Iteration 26Q: 3 clusters Score -415301.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -415321.593750 Penalty: 2662.315430
	Iteration 27Q: 3 clusters Score -415321.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -415340.000000 Penalty: 2662.315430
	Iteration 28Q: 3 clusters Score -415340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -415348.187500 Penalty: 2662.315430
	Iteration 29Q: 3 clusters Score -415348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -415354.062500 Penalty: 2662.315430
	Iteration 30Q: 3 clusters Score -415354.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -415363.125000 Penalty: 2662.315430
	Iteration 31Q: 3 clusters Score -415363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -415365.312500 Penalty: 2662.315430
	Iteration 32Q: 3 clusters Score -415365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -415369.187500 Penalty: 2662.315430
	Iteration 33Q: 3 clusters Score -415369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -415373.125000 Penalty: 2662.315430
	Iteration 34Q: 3 clusters Score -415373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -415377.062500 Penalty: 2662.315430
	Iteration 35Q: 3 clusters Score -415377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -415379.906250 Penalty: 2662.315430
	Iteration 36Q: 3 clusters Score -415379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -415382.468750 Penalty: 2662.315430
	Iteration 37Q: 3 clusters Score -415382.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -415387.281250 Penalty: 2662.315430
	Iteration 38Q: 3 clusters Score -415387.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -415389.093750 Penalty: 2662.315430
	Iteration 39Q: 3 clusters Score -415389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -415390.781250 Penalty: 2662.315430
	Iteration 40F: 3 clusters Score -415390.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Entering Unmasked Estep 
Score: -3209649.250000 Penalty: 1667.347778
	Iteration 0F: 2 clusters Score -3209649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3190371.500000 Penalty: 3334.695557
	Iteration 0F: 3 clusters Score -3190372 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3197552.250000 Penalty: 3334.695557
	Iteration 1F: 3 clusters Score -3197552 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3197979.500000 Penalty: 3334.695557
	Iteration 2Q: 3 clusters Score -3197980 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3198442.500000 Penalty: 3334.695557
	Iteration 3Q: 3 clusters Score -3198442 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3199002.750000 Penalty: 3334.695557
	Iteration 4Q: 3 clusters Score -3199003 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3199696.750000 Penalty: 3334.695557
	Iteration 5Q: 3 clusters Score -3199697 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3200580.000000 Penalty: 3334.695557
	Iteration 6F: 3 clusters Score -3200580 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -3201619.000000 Penalty: 3334.695557
	Iteration 7F: 3 clusters Score -3201619 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3202728.000000 Penalty: 3334.695557
	Iteration 8F: 3 clusters Score -3202728 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3203846.750000 Penalty: 3334.695557
	Iteration 9F: 3 clusters Score -3203847 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3204789.000000 Penalty: 3334.695557
	Iteration 10Q: 3 clusters Score -3204789 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3205496.500000 Penalty: 3334.695557
	Iteration 11Q: 3 clusters Score -3205496 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3206104.750000 Penalty: 3334.695557
	Iteration 12Q: 3 clusters Score -3206105 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3206526.500000 Penalty: 3334.695557
	Iteration 13Q: 3 clusters Score -3206526 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3206832.250000 Penalty: 3334.695557
	Iteration 14Q: 3 clusters Score -3206832 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3207064.000000 Penalty: 3334.695557
	Iteration 15Q: 3 clusters Score -3207064 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3207260.750000 Penalty: 3334.695557
	Iteration 16Q: 3 clusters Score -3207261 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3207446.500000 Penalty: 3334.695557
	Iteration 17Q: 3 clusters Score -3207446 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3207582.500000 Penalty: 3334.695557
	Iteration 18Q: 3 clusters Score -3207582 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3207695.500000 Penalty: 3334.695557
	Iteration 19Q: 3 clusters Score -3207696 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3207781.500000 Penalty: 3334.695557
	Iteration 20F: 3 clusters Score -3207782 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3207872.250000 Penalty: 3334.695557
	Iteration 21Q: 3 clusters Score -3207872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3207960.250000 Penalty: 3334.695557
	Iteration 22Q: 3 clusters Score -3207960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3208026.000000 Penalty: 3334.695557
	Iteration 23Q: 3 clusters Score -3208026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3208087.750000 Penalty: 3334.695557
	Iteration 24Q: 3 clusters Score -3208088 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3208133.500000 Penalty: 3334.695557
	Iteration 25Q: 3 clusters Score -3208134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3208164.750000 Penalty: 3334.695557
	Iteration 26Q: 3 clusters Score -3208165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3208179.250000 Penalty: 3334.695557
	Iteration 27Q: 3 clusters Score -3208179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3208182.500000 Penalty: 3334.695557
	Iteration 28Q: 3 clusters Score -3208182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3208191.250000 Penalty: 3334.695557
	Iteration 29Q: 3 clusters Score -3208191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3208190.250000 Penalty: 3334.695557
	Iteration 30Q: 3 clusters Score -3208190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3208199.500000 Penalty: 3334.695557
	Iteration 31Q: 3 clusters Score -3208200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3208203.000000 Penalty: 3334.695557
	Iteration 32Q: 3 clusters Score -3208203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3208210.250000 Penalty: 3334.695557
	Iteration 33Q: 3 clusters Score -3208210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3208214.000000 Penalty: 3334.695557
	Iteration 34Q: 3 clusters Score -3208214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3208223.500000 Penalty: 3334.695557
	Iteration 35Q: 3 clusters Score -3208224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3208231.250000 Penalty: 3334.695557
	Iteration 36Q: 3 clusters Score -3208231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3208231.750000 Penalty: 3334.695557
	Iteration 37Q: 3 clusters Score -3208232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3208231.500000 Penalty: 3334.695557
	Iteration 38Q: 3 clusters Score -3208232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3208239.250000 Penalty: 3334.695557
	Iteration 39Q: 3 clusters Score -3208239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3208234.500000 Penalty: 3334.695557
	Iteration 40F: 3 clusters Score -3208234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3208245.500000 Penalty: 3334.695557
	Iteration 41Q: 3 clusters Score -3208246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3208242.000000 Penalty: 3334.695557
	Iteration 42Q: 3 clusters Score -3208242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3208243.500000 Penalty: 3334.695557
	Iteration 43Q: 3 clusters Score -3208244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3208243.500000 Penalty: 3334.695557
	Iteration 44F: 3 clusters Score -3208244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Entering Unmasked Estep 
Score: -577688.375000 Penalty: 1391.041138
	Iteration 0F: 2 clusters Score -577688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -573563.187500 Penalty: 2782.082275
	Iteration 0F: 3 clusters Score -573563.2 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -574720.375000 Penalty: 2782.082275
	Iteration 1F: 3 clusters Score -574720.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -574869.875000 Penalty: 2782.082275
	Iteration 2F: 3 clusters Score -574869.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -574954.750000 Penalty: 2782.082275
	Iteration 3Q: 3 clusters Score -574954.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -575024.625000 Penalty: 2782.082275
	Iteration 4Q: 3 clusters Score -575024.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -575087.875000 Penalty: 2782.082275
	Iteration 5Q: 3 clusters Score -575087.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -575129.750000 Penalty: 2782.082275
	Iteration 6Q: 3 clusters Score -575129.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -575159.437500 Penalty: 2782.082275
	Iteration 7Q: 3 clusters Score -575159.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -575187.062500 Penalty: 2782.082275
	Iteration 8Q: 3 clusters Score -575187.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -575208.875000 Penalty: 2782.082275
	Iteration 9Q: 3 clusters Score -575208.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -575225.937500 Penalty: 2782.082275
	Iteration 10Q: 3 clusters Score -575225.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -575242.812500 Penalty: 2782.082275
	Iteration 11Q: 3 clusters Score -575242.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -575262.750000 Penalty: 2782.082275
	Iteration 12Q: 3 clusters Score -575262.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -575278.500000 Penalty: 2782.082275
	Iteration 13Q: 3 clusters Score -575278.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -575293.750000 Penalty: 2782.082275
	Iteration 14Q: 3 clusters Score -575293.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -575312.687500 Penalty: 2782.082275
	Iteration 15Q: 3 clusters Score -575312.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -575332.187500 Penalty: 2782.082275
	Iteration 16Q: 3 clusters Score -575332.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -575348.687500 Penalty: 2782.082275
	Iteration 17Q: 3 clusters Score -575348.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -575363.750000 Penalty: 2782.082275
	Iteration 18Q: 3 clusters Score -575363.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -575384.375000 Penalty: 2782.082275
	Iteration 19Q: 3 clusters Score -575384.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -575413.187500 Penalty: 2782.082275
	Iteration 20F: 3 clusters Score -575413.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -575447.062500 Penalty: 2782.082275
	Iteration 21Q: 3 clusters Score -575447.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -575490.000000 Penalty: 2782.082275
	Iteration 22Q: 3 clusters Score -575490 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -575541.062500 Penalty: 2782.082275
	Iteration 23Q: 3 clusters Score -575541.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -575588.750000 Penalty: 2782.082275
	Iteration 24Q: 3 clusters Score -575588.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -575634.062500 Penalty: 2782.082275
	Iteration 25Q: 3 clusters Score -575634.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -575682.375000 Penalty: 2782.082275
	Iteration 26Q: 3 clusters Score -575682.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -575731.812500 Penalty: 2782.082275
	Iteration 27Q: 3 clusters Score -575731.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -575786.000000 Penalty: 2782.082275
	Iteration 28Q: 3 clusters Score -575786 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -575844.250000 Penalty: 2782.082275
	Iteration 29Q: 3 clusters Score -575844.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -575892.812500 Penalty: 2782.082275
	Iteration 30Q: 3 clusters Score -575892.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -575940.937500 Penalty: 2782.082275
	Iteration 31Q: 3 clusters Score -575940.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -575975.750000 Penalty: 2782.082275
	Iteration 32Q: 3 clusters Score -575975.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -576007.312500 Penalty: 2782.082275
	Iteration 33Q: 3 clusters Score -576007.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -576028.375000 Penalty: 2782.082275
	Iteration 34Q: 3 clusters Score -576028.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -576046.937500 Penalty: 2782.082275
	Iteration 35Q: 3 clusters Score -576046.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -576063.750000 Penalty: 2782.082275
	Iteration 36Q: 3 clusters Score -576063.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -576078.125000 Penalty: 2782.082275
	Iteration 37Q: 3 clusters Score -576078.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -576091.937500 Penalty: 2782.082275
	Iteration 38Q: 3 clusters Score -576091.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -576105.375000 Penalty: 2782.082275
	Iteration 39Q: 3 clusters Score -576105.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -576119.062500 Penalty: 2782.082275
	Iteration 40F: 3 clusters Score -576119.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -576130.312500 Penalty: 2782.082275
	Iteration 41Q: 3 clusters Score -576130.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -576144.687500 Penalty: 2782.082275
	Iteration 42Q: 3 clusters Score -576144.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -576166.562500 Penalty: 2782.082275
	Iteration 43Q: 3 clusters Score -576166.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -576191.250000 Penalty: 2782.082275
	Iteration 44Q: 3 clusters Score -576191.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -576206.125000 Penalty: 2782.082275
	Iteration 45Q: 3 clusters Score -576206.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -576218.500000 Penalty: 2782.082275
	Iteration 46Q: 3 clusters Score -576218.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -576228.000000 Penalty: 2782.082275
	Iteration 47Q: 3 clusters Score -576228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -576237.250000 Penalty: 2782.082275
	Iteration 48Q: 3 clusters Score -576237.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -576245.687500 Penalty: 2782.082275
	Iteration 49Q: 3 clusters Score -576245.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -576249.875000 Penalty: 2782.082275
	Iteration 50Q: 3 clusters Score -576249.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -576252.062500 Penalty: 2782.082275
	Iteration 51Q: 3 clusters Score -576252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -576252.687500 Penalty: 2782.082275
	Iteration 52Q: 3 clusters Score -576252.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -576253.875000 Penalty: 2782.082275
	Iteration 53Q: 3 clusters Score -576253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -576255.437500 Penalty: 2782.082275
	Iteration 54Q: 3 clusters Score -576255.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -576256.375000 Penalty: 2782.082275
	Iteration 55Q: 3 clusters Score -576256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -576260.687500 Penalty: 2782.082275
	Iteration 56Q: 3 clusters Score -576260.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -576261.000000 Penalty: 2782.082275
	Iteration 57Q: 3 clusters Score -576261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -576264.750000 Penalty: 2782.082275
	Iteration 58Q: 3 clusters Score -576264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -576264.937500 Penalty: 2782.082275
	Iteration 59Q: 3 clusters Score -576264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -576265.937500 Penalty: 2782.082275
	Iteration 60F: 3 clusters Score -576265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -576266.437500 Penalty: 2782.082275
	Iteration 61Q: 3 clusters Score -576266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -576266.437500 Penalty: 2782.082275
	Iteration 62F: 3 clusters Score -576266.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1286232.250000 Penalty: 1515.559814
	Iteration 0F: 2 clusters Score -1286232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1278261.250000 Penalty: 3031.119629
	Iteration 0F: 3 clusters Score -1278261 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1280834.000000 Penalty: 3031.119629
	Iteration 1F: 3 clusters Score -1280834 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1281155.875000 Penalty: 3031.119629
	Iteration 2F: 3 clusters Score -1281156 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1281552.875000 Penalty: 3031.119629
	Iteration 3F: 3 clusters Score -1281553 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1282049.375000 Penalty: 3031.119629
	Iteration 4F: 3 clusters Score -1282049 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1282701.250000 Penalty: 3031.119629
	Iteration 5F: 3 clusters Score -1282701 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1283291.000000 Penalty: 3031.119629
	Iteration 6F: 3 clusters Score -1283291 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1283790.875000 Penalty: 3031.119629
	Iteration 7F: 3 clusters Score -1283791 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1284149.125000 Penalty: 3031.119629
	Iteration 8F: 3 clusters Score -1284149 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1284439.375000 Penalty: 3031.119629
	Iteration 9Q: 3 clusters Score -1284439 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1284694.000000 Penalty: 3031.119629
	Iteration 10Q: 3 clusters Score -1284694 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1284937.125000 Penalty: 3031.119629
	Iteration 11Q: 3 clusters Score -1284937 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1285131.500000 Penalty: 3031.119629
	Iteration 12Q: 3 clusters Score -1285132 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1285252.375000 Penalty: 3031.119629
	Iteration 13Q: 3 clusters Score -1285252 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1285351.750000 Penalty: 3031.119629
	Iteration 14Q: 3 clusters Score -1285352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1285428.875000 Penalty: 3031.119629
	Iteration 15Q: 3 clusters Score -1285429 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1285512.250000 Penalty: 3031.119629
	Iteration 16Q: 3 clusters Score -1285512 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1285605.875000 Penalty: 3031.119629
	Iteration 17Q: 3 clusters Score -1285606 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1285751.750000 Penalty: 3031.119629
	Iteration 18Q: 3 clusters Score -1285752 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1285881.625000 Penalty: 3031.119629
	Iteration 19Q: 3 clusters Score -1285882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1285957.125000 Penalty: 3031.119629
	Iteration 20F: 3 clusters Score -1285957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1285983.125000 Penalty: 3031.119629
	Iteration 21Q: 3 clusters Score -1285983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1285991.625000 Penalty: 3031.119629
	Iteration 22Q: 3 clusters Score -1285992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1285996.000000 Penalty: 3031.119629
	Iteration 23Q: 3 clusters Score -1285996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1285998.375000 Penalty: 3031.119629
	Iteration 24Q: 3 clusters Score -1285998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1286001.875000 Penalty: 3031.119629
	Iteration 25Q: 3 clusters Score -1286002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1286005.000000 Penalty: 3031.119629
	Iteration 26Q: 3 clusters Score -1286005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1286006.500000 Penalty: 3031.119629
	Iteration 27Q: 3 clusters Score -1286006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1286009.375000 Penalty: 3031.119629
	Iteration 28Q: 3 clusters Score -1286009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1286010.375000 Penalty: 3031.119629
	Iteration 29Q: 3 clusters Score -1286010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1286012.375000 Penalty: 3031.119629
	Iteration 30Q: 3 clusters Score -1286012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1286012.750000 Penalty: 3031.119629
	Iteration 31Q: 3 clusters Score -1286013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1286012.500000 Penalty: 3031.119629
	Iteration 32Q: 3 clusters Score -1286012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1286012.500000 Penalty: 3031.119629
	Iteration 33F: 3 clusters Score -1286012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114759 members 
Entering Unmasked Estep 
Score: -13435142.000000 Penalty: 1893.220825
	Iteration 0F: 2 clusters Score -1.343514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -13364055.000000 Penalty: 3786.441650
	Iteration 0F: 3 clusters Score -1.336406e+07 nChanged 54688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -13395805.000000 Penalty: 3786.441650
	Iteration 1F: 3 clusters Score -1.33958e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -13396807.000000 Penalty: 3786.441650
	Iteration 2Q: 3 clusters Score -1.339681e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -13398459.000000 Penalty: 3786.441650
	Iteration 3Q: 3 clusters Score -1.339846e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -13401300.000000 Penalty: 3786.441650
	Iteration 4F: 3 clusters Score -1.34013e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -13405915.000000 Penalty: 3786.441650
	Iteration 5F: 3 clusters Score -1.340592e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -13412217.000000 Penalty: 3786.441650
	Iteration 6F: 3 clusters Score -1.341222e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84984 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -13418271.000000 Penalty: 3786.441650
	Iteration 7F: 3 clusters Score -1.341827e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87636 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -13422150.000000 Penalty: 3786.441650
	Iteration 8F: 3 clusters Score -1.342215e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89214 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -13424063.000000 Penalty: 3786.441650
	Iteration 9Q: 3 clusters Score -1.342406e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90469 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -13425228.000000 Penalty: 3786.441650
	Iteration 10Q: 3 clusters Score -1.342523e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -13426326.000000 Penalty: 3786.441650
	Iteration 11Q: 3 clusters Score -1.342633e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -13427409.000000 Penalty: 3786.441650
	Iteration 12Q: 3 clusters Score -1.342741e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -13428401.000000 Penalty: 3786.441650
	Iteration 13Q: 3 clusters Score -1.34284e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -13429247.000000 Penalty: 3786.441650
	Iteration 14Q: 3 clusters Score -1.342925e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95465 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -13429907.000000 Penalty: 3786.441650
	Iteration 15Q: 3 clusters Score -1.342991e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -13430444.000000 Penalty: 3786.441650
	Iteration 16Q: 3 clusters Score -1.343044e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -13431001.000000 Penalty: 3786.441650
	Iteration 17Q: 3 clusters Score -1.3431e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97348 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -13431369.000000 Penalty: 3786.441650
	Iteration 18Q: 3 clusters Score -1.343137e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97838 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -13431672.000000 Penalty: 3786.441650
	Iteration 19Q: 3 clusters Score -1.343167e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98246 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -13431888.000000 Penalty: 3786.441650
	Iteration 20F: 3 clusters Score -1.343189e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98620 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -13431988.000000 Penalty: 3786.441650
	Iteration 21Q: 3 clusters Score -1.343199e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -13432152.000000 Penalty: 3786.441650
	Iteration 22Q: 3 clusters Score -1.343215e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -13432247.000000 Penalty: 3786.441650
	Iteration 23Q: 3 clusters Score -1.343225e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99655 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -13432351.000000 Penalty: 3786.441650
	Iteration 24Q: 3 clusters Score -1.343235e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99978 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -13432415.000000 Penalty: 3786.441650
	Iteration 25Q: 3 clusters Score -1.343242e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100262 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -13432432.000000 Penalty: 3786.441650
	Iteration 26Q: 3 clusters Score -1.343243e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100563 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -13432527.000000 Penalty: 3786.441650
	Iteration 27Q: 3 clusters Score -1.343253e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100871 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -13432625.000000 Penalty: 3786.441650
	Iteration 28Q: 3 clusters Score -1.343262e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -13432730.000000 Penalty: 3786.441650
	Iteration 29Q: 3 clusters Score -1.343273e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -13432908.000000 Penalty: 3786.441650
	Iteration 30Q: 3 clusters Score -1.343291e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101900 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -13432959.000000 Penalty: 3786.441650
	Iteration 31Q: 3 clusters Score -1.343296e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102276 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -13433024.000000 Penalty: 3786.441650
	Iteration 32Q: 3 clusters Score -1.343302e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -13433071.000000 Penalty: 3786.441650
	Iteration 33Q: 3 clusters Score -1.343307e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -13433219.000000 Penalty: 3786.441650
	Iteration 34Q: 3 clusters Score -1.343322e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103595 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -13433224.000000 Penalty: 3786.441650
	Iteration 35Q: 3 clusters Score -1.343322e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104089 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -13433295.000000 Penalty: 3786.441650
	Iteration 36Q: 3 clusters Score -1.34333e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104580 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -13433342.000000 Penalty: 3786.441650
	Iteration 37Q: 3 clusters Score -1.343334e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105101 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -13433339.000000 Penalty: 3786.441650
	Iteration 38Q: 3 clusters Score -1.343334e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -13433347.000000 Penalty: 3786.441650
	Iteration 39Q: 3 clusters Score -1.343335e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106139 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -13433349.000000 Penalty: 3786.441650
	Iteration 40F: 3 clusters Score -1.343335e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106718 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -13433421.000000 Penalty: 3786.441650
	Iteration 41Q: 3 clusters Score -1.343342e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107286 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -13433500.000000 Penalty: 3786.441650
	Iteration 42Q: 3 clusters Score -1.34335e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -13433589.000000 Penalty: 3786.441650
	Iteration 43Q: 3 clusters Score -1.343359e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -13433656.000000 Penalty: 3786.441650
	Iteration 44Q: 3 clusters Score -1.343366e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109067 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -13433681.000000 Penalty: 3786.441650
	Iteration 45Q: 3 clusters Score -1.343368e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109574 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -13433720.000000 Penalty: 3786.441650
	Iteration 46Q: 3 clusters Score -1.343372e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110051 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -13433770.000000 Penalty: 3786.441650
	Iteration 47Q: 3 clusters Score -1.343377e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110491 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -13433805.000000 Penalty: 3786.441650
	Iteration 48Q: 3 clusters Score -1.34338e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -13433812.000000 Penalty: 3786.441650
	Iteration 49Q: 3 clusters Score -1.343381e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111295 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -13433798.000000 Penalty: 3786.441650
	Iteration 50Q: 3 clusters Score -1.34338e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111658 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -13433827.000000 Penalty: 3786.441650
	Iteration 51Q: 3 clusters Score -1.343383e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111998 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13433861.000000 Penalty: 3786.441650
	Iteration 52Q: 3 clusters Score -1.343386e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112289 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -13433818.000000 Penalty: 3786.441650
	Iteration 53Q: 3 clusters Score -1.343382e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112542 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -13433799.000000 Penalty: 3786.441650
	Iteration 54Q: 3 clusters Score -1.34338e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112761 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -13433772.000000 Penalty: 3786.441650
	Iteration 55Q: 3 clusters Score -1.343377e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112953 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -13433755.000000 Penalty: 3786.441650
	Iteration 56Q: 3 clusters Score -1.343376e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113127 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -13433741.000000 Penalty: 3786.441650
	Iteration 57Q: 3 clusters Score -1.343374e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -13433750.000000 Penalty: 3786.441650
	Iteration 58Q: 3 clusters Score -1.343375e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -13433729.000000 Penalty: 3786.441650
	Iteration 59Q: 3 clusters Score -1.343373e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113465 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -13433727.000000 Penalty: 3786.441650
	Iteration 60F: 3 clusters Score -1.343373e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113529 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13433740.000000 Penalty: 3786.441650
	Iteration 61Q: 3 clusters Score -1.343374e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113591 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -13433734.000000 Penalty: 3786.441650
	Iteration 62Q: 3 clusters Score -1.343373e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13433720.000000 Penalty: 3786.441650
	Iteration 63Q: 3 clusters Score -1.343372e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113694 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -13433749.000000 Penalty: 3786.441650
	Iteration 64Q: 3 clusters Score -1.343375e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113741 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -13433751.000000 Penalty: 3786.441650
	Iteration 65Q: 3 clusters Score -1.343375e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113777 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -13433740.000000 Penalty: 3786.441650
	Iteration 66Q: 3 clusters Score -1.343374e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113813 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13433738.000000 Penalty: 3786.441650
	Iteration 67Q: 3 clusters Score -1.343374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13433744.000000 Penalty: 3786.441650
	Iteration 68Q: 3 clusters Score -1.343374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113869 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13433742.000000 Penalty: 3786.441650
	Iteration 69Q: 3 clusters Score -1.343374e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13433739.000000 Penalty: 3786.441650
	Iteration 70Q: 3 clusters Score -1.343374e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113915 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -13433725.000000 Penalty: 3786.441650
	Iteration 71Q: 3 clusters Score -1.343372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113935 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13433701.000000 Penalty: 3786.441650
	Iteration 72Q: 3 clusters Score -1.34337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113950 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -13433709.000000 Penalty: 3786.441650
	Iteration 73Q: 3 clusters Score -1.343371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113967 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -13433715.000000 Penalty: 3786.441650
	Iteration 74Q: 3 clusters Score -1.343372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113985 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13433720.000000 Penalty: 3786.441650
	Iteration 75Q: 3 clusters Score -1.343372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13433728.000000 Penalty: 3786.441650
	Iteration 76Q: 3 clusters Score -1.343373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -13433725.000000 Penalty: 3786.441650
	Iteration 77Q: 3 clusters Score -1.343372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -13433721.000000 Penalty: 3786.441650
	Iteration 78Q: 3 clusters Score -1.343372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13433719.000000 Penalty: 3786.441650
	Iteration 79Q: 3 clusters Score -1.343372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -13433725.000000 Penalty: 3786.441650
	Iteration 80F: 3 clusters Score -1.343372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13433739.000000 Penalty: 3786.441650
	Iteration 81Q: 3 clusters Score -1.343374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13433749.000000 Penalty: 3786.441650
	Iteration 82Q: 3 clusters Score -1.343375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114037 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -13433740.000000 Penalty: 3786.441650
	Iteration 83Q: 3 clusters Score -1.343374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114038 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13433737.000000 Penalty: 3786.441650
	Iteration 84Q: 3 clusters Score -1.343374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114039 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13433740.000000 Penalty: 3786.441650
	Iteration 85Q: 3 clusters Score -1.343374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114039 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13433742.000000 Penalty: 3786.441650
	Iteration 86Q: 3 clusters Score -1.343374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114039 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13433742.000000 Penalty: 3786.441650
	Iteration 87F: 3 clusters Score -1.343374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -412799.875000 Penalty: 1328.891968
	Iteration 0F: 2 clusters Score -412799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -409818.093750 Penalty: 2657.783936
	Iteration 0F: 3 clusters Score -409818.1 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -410679.625000 Penalty: 2657.783936
	Iteration 1F: 3 clusters Score -410679.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -410938.968750 Penalty: 2657.783936
	Iteration 2F: 3 clusters Score -410939 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -411121.218750 Penalty: 2657.783936
	Iteration 3F: 3 clusters Score -411121.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -411233.750000 Penalty: 2657.783936
	Iteration 4Q: 3 clusters Score -411233.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -411306.031250 Penalty: 2657.783936
	Iteration 5Q: 3 clusters Score -411306 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -411358.656250 Penalty: 2657.783936
	Iteration 6Q: 3 clusters Score -411358.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -411411.125000 Penalty: 2657.783936
	Iteration 7Q: 3 clusters Score -411411.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -411464.406250 Penalty: 2657.783936
	Iteration 8Q: 3 clusters Score -411464.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -411507.156250 Penalty: 2657.783936
	Iteration 9Q: 3 clusters Score -411507.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -411544.187500 Penalty: 2657.783936
	Iteration 10Q: 3 clusters Score -411544.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -411572.093750 Penalty: 2657.783936
	Iteration 11Q: 3 clusters Score -411572.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -411603.593750 Penalty: 2657.783936
	Iteration 12Q: 3 clusters Score -411603.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -411631.062500 Penalty: 2657.783936
	Iteration 13Q: 3 clusters Score -411631.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -411659.718750 Penalty: 2657.783936
	Iteration 14Q: 3 clusters Score -411659.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -411683.125000 Penalty: 2657.783936
	Iteration 15Q: 3 clusters Score -411683.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -411697.343750 Penalty: 2657.783936
	Iteration 16Q: 3 clusters Score -411697.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -411706.156250 Penalty: 2657.783936
	Iteration 17Q: 3 clusters Score -411706.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -411714.343750 Penalty: 2657.783936
	Iteration 18Q: 3 clusters Score -411714.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -411725.343750 Penalty: 2657.783936
	Iteration 19Q: 3 clusters Score -411725.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -411740.500000 Penalty: 2657.783936
	Iteration 20F: 3 clusters Score -411740.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -411751.500000 Penalty: 2657.783936
	Iteration 21Q: 3 clusters Score -411751.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -411761.062500 Penalty: 2657.783936
	Iteration 22Q: 3 clusters Score -411761.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -411772.375000 Penalty: 2657.783936
	Iteration 23Q: 3 clusters Score -411772.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -411785.750000 Penalty: 2657.783936
	Iteration 24Q: 3 clusters Score -411785.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -411798.656250 Penalty: 2657.783936
	Iteration 25Q: 3 clusters Score -411798.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -411811.000000 Penalty: 2657.783936
	Iteration 26Q: 3 clusters Score -411811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -411819.125000 Penalty: 2657.783936
	Iteration 27Q: 3 clusters Score -411819.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -411823.437500 Penalty: 2657.783936
	Iteration 28Q: 3 clusters Score -411823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -411827.000000 Penalty: 2657.783936
	Iteration 29Q: 3 clusters Score -411827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -411833.312500 Penalty: 2657.783936
	Iteration 30Q: 3 clusters Score -411833.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -411837.625000 Penalty: 2657.783936
	Iteration 31Q: 3 clusters Score -411837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -411839.468750 Penalty: 2657.783936
	Iteration 32Q: 3 clusters Score -411839.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -411841.656250 Penalty: 2657.783936
	Iteration 33Q: 3 clusters Score -411841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -411843.406250 Penalty: 2657.783936
	Iteration 34Q: 3 clusters Score -411843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -411844.875000 Penalty: 2657.783936
	Iteration 35Q: 3 clusters Score -411844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -411847.156250 Penalty: 2657.783936
	Iteration 36Q: 3 clusters Score -411847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -411848.812500 Penalty: 2657.783936
	Iteration 37Q: 3 clusters Score -411848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -411849.500000 Penalty: 2657.783936
	Iteration 38Q: 3 clusters Score -411849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -411849.500000 Penalty: 2657.783936
	Iteration 39F: 3 clusters Score -411849.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (100722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Entering Unmasked Estep 
Score: -11743315.000000 Penalty: 1872.019409
	Iteration 0F: 2 clusters Score -1.174332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -11679192.000000 Penalty: 3744.038818
	Iteration 0F: 3 clusters Score -1.167919e+07 nChanged 48194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -11707147.000000 Penalty: 3744.038818
	Iteration 1F: 3 clusters Score -1.170715e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -11708170.000000 Penalty: 3744.038818
	Iteration 2Q: 3 clusters Score -1.170817e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -11709675.000000 Penalty: 3744.038818
	Iteration 3Q: 3 clusters Score -1.170968e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -11712128.000000 Penalty: 3744.038818
	Iteration 4Q: 3 clusters Score -1.171213e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -11715687.000000 Penalty: 3744.038818
	Iteration 5F: 3 clusters Score -1.171569e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -11720375.000000 Penalty: 3744.038818
	Iteration 6F: 3 clusters Score -1.172038e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -11725442.000000 Penalty: 3744.038818
	Iteration 7F: 3 clusters Score -1.172544e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -11729473.000000 Penalty: 3744.038818
	Iteration 8F: 3 clusters Score -1.172947e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -11732212.000000 Penalty: 3744.038818
	Iteration 9Q: 3 clusters Score -1.173221e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -11733628.000000 Penalty: 3744.038818
	Iteration 10Q: 3 clusters Score -1.173363e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -11734322.000000 Penalty: 3744.038818
	Iteration 11Q: 3 clusters Score -1.173432e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 80657 members 
Entering Unmasked Estep 
Score: -11734805.000000 Penalty: 3744.038818
	Iteration 12Q: 3 clusters Score -1.17348e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -11735234.000000 Penalty: 3744.038818
	Iteration 13Q: 3 clusters Score -1.173523e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -11735588.000000 Penalty: 3744.038818
	Iteration 14Q: 3 clusters Score -1.173559e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 83976 members 
Entering Unmasked Estep 
Score: -11735824.000000 Penalty: 3744.038818
	Iteration 15Q: 3 clusters Score -1.173582e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -11736188.000000 Penalty: 3744.038818
	Iteration 16Q: 3 clusters Score -1.173619e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -11736545.000000 Penalty: 3744.038818
	Iteration 17Q: 3 clusters Score -1.173654e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -11736815.000000 Penalty: 3744.038818
	Iteration 18Q: 3 clusters Score -1.173682e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -11737108.000000 Penalty: 3744.038818
	Iteration 19Q: 3 clusters Score -1.173711e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -11737331.000000 Penalty: 3744.038818
	Iteration 20F: 3 clusters Score -1.173733e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -11737587.000000 Penalty: 3744.038818
	Iteration 21Q: 3 clusters Score -1.173759e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -11737879.000000 Penalty: 3744.038818
	Iteration 22Q: 3 clusters Score -1.173788e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -11738175.000000 Penalty: 3744.038818
	Iteration 23Q: 3 clusters Score -1.173818e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -11738454.000000 Penalty: 3744.038818
	Iteration 24Q: 3 clusters Score -1.173845e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -11738631.000000 Penalty: 3744.038818
	Iteration 25Q: 3 clusters Score -1.173863e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 93579 members 
Entering Unmasked Estep 
Score: -11738854.000000 Penalty: 3744.038818
	Iteration 26Q: 3 clusters Score -1.173885e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 94163 members 
Entering Unmasked Estep 
Score: -11739028.000000 Penalty: 3744.038818
	Iteration 27Q: 3 clusters Score -1.173903e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 94694 members 
Entering Unmasked Estep 
Score: -11739217.000000 Penalty: 3744.038818
	Iteration 28Q: 3 clusters Score -1.173922e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -11739435.000000 Penalty: 3744.038818
	Iteration 29Q: 3 clusters Score -1.173944e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -11739675.000000 Penalty: 3744.038818
	Iteration 30Q: 3 clusters Score -1.173968e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -11739853.000000 Penalty: 3744.038818
	Iteration 31Q: 3 clusters Score -1.173985e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -11739989.000000 Penalty: 3744.038818
	Iteration 32Q: 3 clusters Score -1.173999e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -11740091.000000 Penalty: 3744.038818
	Iteration 33Q: 3 clusters Score -1.174009e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 97024 members 
Entering Unmasked Estep 
Score: -11740199.000000 Penalty: 3744.038818
	Iteration 34Q: 3 clusters Score -1.17402e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 97257 members 
Entering Unmasked Estep 
Score: -11740292.000000 Penalty: 3744.038818
	Iteration 35Q: 3 clusters Score -1.174029e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 97487 members 
Entering Unmasked Estep 
Score: -11740429.000000 Penalty: 3744.038818
	Iteration 36Q: 3 clusters Score -1.174043e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 97716 members 
Entering Unmasked Estep 
Score: -11740552.000000 Penalty: 3744.038818
	Iteration 37Q: 3 clusters Score -1.174055e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 97917 members 
Entering Unmasked Estep 
Score: -11740617.000000 Penalty: 3744.038818
	Iteration 38Q: 3 clusters Score -1.174062e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
Score: -11740690.000000 Penalty: 3744.038818
	Iteration 39Q: 3 clusters Score -1.174069e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -11740791.000000 Penalty: 3744.038818
	Iteration 40F: 3 clusters Score -1.174079e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
Score: -11740840.000000 Penalty: 3744.038818
	Iteration 41Q: 3 clusters Score -1.174084e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -11740883.000000 Penalty: 3744.038818
	Iteration 42Q: 3 clusters Score -1.174088e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 98629 members 
Entering Unmasked Estep 
Score: -11740918.000000 Penalty: 3744.038818
	Iteration 43Q: 3 clusters Score -1.174092e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -11740958.000000 Penalty: 3744.038818
	Iteration 44Q: 3 clusters Score -1.174096e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 98827 members 
Entering Unmasked Estep 
Score: -11741005.000000 Penalty: 3744.038818
	Iteration 45Q: 3 clusters Score -1.1741e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 98910 members 
Entering Unmasked Estep 
Score: -11741031.000000 Penalty: 3744.038818
	Iteration 46Q: 3 clusters Score -1.174103e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -11741058.000000 Penalty: 3744.038818
	Iteration 47Q: 3 clusters Score -1.174106e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 99032 members 
Entering Unmasked Estep 
Score: -11741084.000000 Penalty: 3744.038818
	Iteration 48Q: 3 clusters Score -1.174108e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -11741125.000000 Penalty: 3744.038818
	Iteration 49Q: 3 clusters Score -1.174112e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 99147 members 
Entering Unmasked Estep 
Score: -11741165.000000 Penalty: 3744.038818
	Iteration 50Q: 3 clusters Score -1.174116e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -11741179.000000 Penalty: 3744.038818
	Iteration 51Q: 3 clusters Score -1.174118e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -11741201.000000 Penalty: 3744.038818
	Iteration 52Q: 3 clusters Score -1.17412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 99286 members 
Entering Unmasked Estep 
Score: -11741219.000000 Penalty: 3744.038818
	Iteration 53Q: 3 clusters Score -1.174122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 99322 members 
Entering Unmasked Estep 
Score: -11741237.000000 Penalty: 3744.038818
	Iteration 54Q: 3 clusters Score -1.174124e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -11741255.000000 Penalty: 3744.038818
	Iteration 55Q: 3 clusters Score -1.174126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -11741293.000000 Penalty: 3744.038818
	Iteration 56Q: 3 clusters Score -1.174129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 99404 members 
Entering Unmasked Estep 
Score: -11741284.000000 Penalty: 3744.038818
	Iteration 57Q: 3 clusters Score -1.174128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -11741277.000000 Penalty: 3744.038818
	Iteration 58Q: 3 clusters Score -1.174128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -11741295.000000 Penalty: 3744.038818
	Iteration 59Q: 3 clusters Score -1.17413e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -11741304.000000 Penalty: 3744.038818
	Iteration 60F: 3 clusters Score -1.17413e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 99469 members 
Entering Unmasked Estep 
Score: -11741325.000000 Penalty: 3744.038818
	Iteration 61Q: 3 clusters Score -1.174132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -11741340.000000 Penalty: 3744.038818
	Iteration 62Q: 3 clusters Score -1.174134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 99504 members 
Entering Unmasked Estep 
Score: -11741351.000000 Penalty: 3744.038818
	Iteration 63Q: 3 clusters Score -1.174135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 99521 members 
Entering Unmasked Estep 
Score: -11741371.000000 Penalty: 3744.038818
	Iteration 64Q: 3 clusters Score -1.174137e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 99543 members 
Entering Unmasked Estep 
Score: -11741390.000000 Penalty: 3744.038818
	Iteration 65Q: 3 clusters Score -1.174139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -11741384.000000 Penalty: 3744.038818
	Iteration 66Q: 3 clusters Score -1.174138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -11741398.000000 Penalty: 3744.038818
	Iteration 67Q: 3 clusters Score -1.17414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -11741394.000000 Penalty: 3744.038818
	Iteration 68Q: 3 clusters Score -1.174139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 99588 members 
Entering Unmasked Estep 
Score: -11741396.000000 Penalty: 3744.038818
	Iteration 69Q: 3 clusters Score -1.17414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -11741404.000000 Penalty: 3744.038818
	Iteration 70Q: 3 clusters Score -1.17414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -11741420.000000 Penalty: 3744.038818
	Iteration 71Q: 3 clusters Score -1.174142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 99625 members 
Entering Unmasked Estep 
Score: -11741432.000000 Penalty: 3744.038818
	Iteration 72Q: 3 clusters Score -1.174143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -11741444.000000 Penalty: 3744.038818
	Iteration 73Q: 3 clusters Score -1.174144e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 99664 members 
Entering Unmasked Estep 
Score: -11741453.000000 Penalty: 3744.038818
	Iteration 74Q: 3 clusters Score -1.174145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -11741482.000000 Penalty: 3744.038818
	Iteration 75Q: 3 clusters Score -1.174148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 99693 members 
Entering Unmasked Estep 
Score: -11741484.000000 Penalty: 3744.038818
	Iteration 76Q: 3 clusters Score -1.174148e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 99712 members 
Entering Unmasked Estep 
Score: -11741503.000000 Penalty: 3744.038818
	Iteration 77Q: 3 clusters Score -1.17415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -11741518.000000 Penalty: 3744.038818
	Iteration 78Q: 3 clusters Score -1.174152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 99738 members 
Entering Unmasked Estep 
Score: -11741531.000000 Penalty: 3744.038818
	Iteration 79Q: 3 clusters Score -1.174153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 99753 members 
Entering Unmasked Estep 
Score: -11741554.000000 Penalty: 3744.038818
	Iteration 80F: 3 clusters Score -1.174155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -11741565.000000 Penalty: 3744.038818
	Iteration 81Q: 3 clusters Score -1.174156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 99763 members 
Entering Unmasked Estep 
Score: -11741575.000000 Penalty: 3744.038818
	Iteration 82Q: 3 clusters Score -1.174158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 99765 members 
Entering Unmasked Estep 
Score: -11741585.000000 Penalty: 3744.038818
	Iteration 83Q: 3 clusters Score -1.174158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 99770 members 
Entering Unmasked Estep 
Score: -11741581.000000 Penalty: 3744.038818
	Iteration 84Q: 3 clusters Score -1.174158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -11741578.000000 Penalty: 3744.038818
	Iteration 85Q: 3 clusters Score -1.174158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -11741584.000000 Penalty: 3744.038818
	Iteration 86Q: 3 clusters Score -1.174158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -11741577.000000 Penalty: 3744.038818
	Iteration 87Q: 3 clusters Score -1.174158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -11741580.000000 Penalty: 3744.038818
	Iteration 88Q: 3 clusters Score -1.174158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 99786 members 
Entering Unmasked Estep 
Score: -11741577.000000 Penalty: 3744.038818
	Iteration 89Q: 3 clusters Score -1.174158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -11741581.000000 Penalty: 3744.038818
	Iteration 90Q: 3 clusters Score -1.174158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -11741574.000000 Penalty: 3744.038818
	Iteration 91Q: 3 clusters Score -1.174157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 99798 members 
Entering Unmasked Estep 
Score: -11741586.000000 Penalty: 3744.038818
	Iteration 92Q: 3 clusters Score -1.174159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 99800 members 
Entering Unmasked Estep 
Score: -11741584.000000 Penalty: 3744.038818
	Iteration 93Q: 3 clusters Score -1.174158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -11741591.000000 Penalty: 3744.038818
	Iteration 94Q: 3 clusters Score -1.174159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -11741591.000000 Penalty: 3744.038818
	Iteration 95Q: 3 clusters Score -1.174159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -11741590.000000 Penalty: 3744.038818
	Iteration 96Q: 3 clusters Score -1.174159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -11741592.000000 Penalty: 3744.038818
	Iteration 97Q: 3 clusters Score -1.174159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 99806 members 
Entering Unmasked Estep 
Score: -11741595.000000 Penalty: 3744.038818
	Iteration 98Q: 3 clusters Score -1.17416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -11741593.000000 Penalty: 3744.038818
	Iteration 99Q: 3 clusters Score -1.174159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -11741603.000000 Penalty: 3744.038818
	Iteration 100F: 3 clusters Score -1.17416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Entering Unmasked Estep 
Score: -2945667.750000 Penalty: 1647.496704
	Iteration 0F: 2 clusters Score -2945668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2928497.750000 Penalty: 3294.993408
	Iteration 0F: 3 clusters Score -2928498 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2935074.250000 Penalty: 3294.993408
	Iteration 1F: 3 clusters Score -2935074 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2935461.750000 Penalty: 3294.993408
	Iteration 2Q: 3 clusters Score -2935462 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2935861.750000 Penalty: 3294.993408
	Iteration 3Q: 3 clusters Score -2935862 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2936269.500000 Penalty: 3294.993408
	Iteration 4Q: 3 clusters Score -2936270 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2936816.500000 Penalty: 3294.993408
	Iteration 5Q: 3 clusters Score -2936816 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2937465.750000 Penalty: 3294.993408
	Iteration 6Q: 3 clusters Score -2937466 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2938218.000000 Penalty: 3294.993408
	Iteration 7Q: 3 clusters Score -2938218 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2938999.500000 Penalty: 3294.993408
	Iteration 8Q: 3 clusters Score -2939000 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2939696.250000 Penalty: 3294.993408
	Iteration 9Q: 3 clusters Score -2939696 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2940287.000000 Penalty: 3294.993408
	Iteration 10Q: 3 clusters Score -2940287 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2940760.750000 Penalty: 3294.993408
	Iteration 11Q: 3 clusters Score -2940761 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2941106.250000 Penalty: 3294.993408
	Iteration 12Q: 3 clusters Score -2941106 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2941386.250000 Penalty: 3294.993408
	Iteration 13Q: 3 clusters Score -2941386 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2941611.000000 Penalty: 3294.993408
	Iteration 14Q: 3 clusters Score -2941611 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2941797.000000 Penalty: 3294.993408
	Iteration 15Q: 3 clusters Score -2941797 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2941971.500000 Penalty: 3294.993408
	Iteration 16Q: 3 clusters Score -2941972 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2942134.000000 Penalty: 3294.993408
	Iteration 17Q: 3 clusters Score -2942134 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2942305.500000 Penalty: 3294.993408
	Iteration 18Q: 3 clusters Score -2942306 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2942457.250000 Penalty: 3294.993408
	Iteration 19Q: 3 clusters Score -2942457 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2942591.000000 Penalty: 3294.993408
	Iteration 20F: 3 clusters Score -2942591 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2942700.750000 Penalty: 3294.993408
	Iteration 21Q: 3 clusters Score -2942701 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2942835.000000 Penalty: 3294.993408
	Iteration 22Q: 3 clusters Score -2942835 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2942943.250000 Penalty: 3294.993408
	Iteration 23Q: 3 clusters Score -2942943 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2943040.750000 Penalty: 3294.993408
	Iteration 24Q: 3 clusters Score -2943041 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2943136.000000 Penalty: 3294.993408
	Iteration 25Q: 3 clusters Score -2943136 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2943212.500000 Penalty: 3294.993408
	Iteration 26Q: 3 clusters Score -2943212 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2943280.500000 Penalty: 3294.993408
	Iteration 27Q: 3 clusters Score -2943280 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2943354.250000 Penalty: 3294.993408
	Iteration 28Q: 3 clusters Score -2943354 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2943445.250000 Penalty: 3294.993408
	Iteration 29Q: 3 clusters Score -2943445 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2943536.750000 Penalty: 3294.993408
	Iteration 30Q: 3 clusters Score -2943537 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2943617.250000 Penalty: 3294.993408
	Iteration 31Q: 3 clusters Score -2943617 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -2943693.000000 Penalty: 3294.993408
	Iteration 32Q: 3 clusters Score -2943693 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2943758.750000 Penalty: 3294.993408
	Iteration 33Q: 3 clusters Score -2943759 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2943833.500000 Penalty: 3294.993408
	Iteration 34Q: 3 clusters Score -2943834 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -2943901.750000 Penalty: 3294.993408
	Iteration 35Q: 3 clusters Score -2943902 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -2943971.750000 Penalty: 3294.993408
	Iteration 36Q: 3 clusters Score -2943972 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2944027.750000 Penalty: 3294.993408
	Iteration 37Q: 3 clusters Score -2944028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2944079.250000 Penalty: 3294.993408
	Iteration 38Q: 3 clusters Score -2944079 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -2944106.500000 Penalty: 3294.993408
	Iteration 39Q: 3 clusters Score -2944106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2944116.250000 Penalty: 3294.993408
	Iteration 40F: 3 clusters Score -2944116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2944138.500000 Penalty: 3294.993408
	Iteration 41Q: 3 clusters Score -2944138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -2944164.250000 Penalty: 3294.993408
	Iteration 42Q: 3 clusters Score -2944164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2944173.750000 Penalty: 3294.993408
	Iteration 43Q: 3 clusters Score -2944174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2944197.250000 Penalty: 3294.993408
	Iteration 44Q: 3 clusters Score -2944197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2944212.250000 Penalty: 3294.993408
	Iteration 45Q: 3 clusters Score -2944212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -2944235.000000 Penalty: 3294.993408
	Iteration 46Q: 3 clusters Score -2944235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -2944242.250000 Penalty: 3294.993408
	Iteration 47Q: 3 clusters Score -2944242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2944246.750000 Penalty: 3294.993408
	Iteration 48Q: 3 clusters Score -2944247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2944250.250000 Penalty: 3294.993408
	Iteration 49Q: 3 clusters Score -2944250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2944253.250000 Penalty: 3294.993408
	Iteration 50Q: 3 clusters Score -2944253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -2944257.750000 Penalty: 3294.993408
	Iteration 51Q: 3 clusters Score -2944258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -2944263.750000 Penalty: 3294.993408
	Iteration 52Q: 3 clusters Score -2944264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2944271.500000 Penalty: 3294.993408
	Iteration 53Q: 3 clusters Score -2944272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -2944278.750000 Penalty: 3294.993408
	Iteration 54Q: 3 clusters Score -2944279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -2944280.750000 Penalty: 3294.993408
	Iteration 55Q: 3 clusters Score -2944281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -2944282.750000 Penalty: 3294.993408
	Iteration 56Q: 3 clusters Score -2944283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -2944289.000000 Penalty: 3294.993408
	Iteration 57Q: 3 clusters Score -2944289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -2944292.000000 Penalty: 3294.993408
	Iteration 58Q: 3 clusters Score -2944292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -2944301.750000 Penalty: 3294.993408
	Iteration 59Q: 3 clusters Score -2944302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -2944303.750000 Penalty: 3294.993408
	Iteration 60F: 3 clusters Score -2944304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2944306.500000 Penalty: 3294.993408
	Iteration 61Q: 3 clusters Score -2944306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2944307.500000 Penalty: 3294.993408
	Iteration 62Q: 3 clusters Score -2944308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2944307.000000 Penalty: 3294.993408
	Iteration 63Q: 3 clusters Score -2944307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2944305.750000 Penalty: 3294.993408
	Iteration 64Q: 3 clusters Score -2944306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2944304.750000 Penalty: 3294.993408
	Iteration 65Q: 3 clusters Score -2944305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -2944306.750000 Penalty: 3294.993408
	Iteration 66Q: 3 clusters Score -2944307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2944305.250000 Penalty: 3294.993408
	Iteration 67Q: 3 clusters Score -2944305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -2944304.250000 Penalty: 3294.993408
	Iteration 68Q: 3 clusters Score -2944304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -2944307.750000 Penalty: 3294.993408
	Iteration 69Q: 3 clusters Score -2944308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -2944307.750000 Penalty: 3294.993408
	Iteration 70F: 3 clusters Score -2944308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -11564.380859 Penalty: 797.107178
	Iteration 0F: 2 clusters Score -11564.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10986.948242 Penalty: 1594.214355
	Iteration 0F: 3 clusters Score -10986.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11020.833984 Penalty: 1594.214355
	Iteration 1F: 3 clusters Score -11020.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11022.000977 Penalty: 1594.214355
	Iteration 2Q: 3 clusters Score -11022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11022.000977 Penalty: 1594.214355
	Iteration 3F: 3 clusters Score -11022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Entering Unmasked Estep 
Score: -3918509.500000 Penalty: 1694.690796
	Iteration 0F: 2 clusters Score -3918510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3895809.500000 Penalty: 3389.381592
	Iteration 0F: 3 clusters Score -3895810 nChanged 15605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3904334.000000 Penalty: 3389.381592
	Iteration 1F: 3 clusters Score -3904334 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3904774.500000 Penalty: 3389.381592
	Iteration 2Q: 3 clusters Score -3904774 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3905304.250000 Penalty: 3389.381592
	Iteration 3Q: 3 clusters Score -3905304 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3906029.000000 Penalty: 3389.381592
	Iteration 4Q: 3 clusters Score -3906029 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3906972.750000 Penalty: 3389.381592
	Iteration 5F: 3 clusters Score -3906973 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3908349.250000 Penalty: 3389.381592
	Iteration 6F: 3 clusters Score -3908349 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3910276.500000 Penalty: 3389.381592
	Iteration 7F: 3 clusters Score -3910276 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3912541.500000 Penalty: 3389.381592
	Iteration 8F: 3 clusters Score -3912542 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3914617.500000 Penalty: 3389.381592
	Iteration 9F: 3 clusters Score -3914618 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3915992.500000 Penalty: 3389.381592
	Iteration 10Q: 3 clusters Score -3915992 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3916701.000000 Penalty: 3389.381592
	Iteration 11Q: 3 clusters Score -3916701 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3917058.250000 Penalty: 3389.381592
	Iteration 12Q: 3 clusters Score -3917058 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3917236.250000 Penalty: 3389.381592
	Iteration 13Q: 3 clusters Score -3917236 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3917327.500000 Penalty: 3389.381592
	Iteration 14Q: 3 clusters Score -3917328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3917393.250000 Penalty: 3389.381592
	Iteration 15Q: 3 clusters Score -3917393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3917425.250000 Penalty: 3389.381592
	Iteration 16Q: 3 clusters Score -3917425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3917448.500000 Penalty: 3389.381592
	Iteration 17Q: 3 clusters Score -3917448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3917459.750000 Penalty: 3389.381592
	Iteration 18Q: 3 clusters Score -3917460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3917475.000000 Penalty: 3389.381592
	Iteration 19Q: 3 clusters Score -3917475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3917473.500000 Penalty: 3389.381592
	Iteration 20F: 3 clusters Score -3917474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3917482.500000 Penalty: 3389.381592
	Iteration 21Q: 3 clusters Score -3917482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3917493.000000 Penalty: 3389.381592
	Iteration 22Q: 3 clusters Score -3917493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3917494.500000 Penalty: 3389.381592
	Iteration 23Q: 3 clusters Score -3917494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3917488.500000 Penalty: 3389.381592
	Iteration 24Q: 3 clusters Score -3917488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3917494.750000 Penalty: 3389.381592
	Iteration 25Q: 3 clusters Score -3917495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3917502.250000 Penalty: 3389.381592
	Iteration 26Q: 3 clusters Score -3917502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3917503.000000 Penalty: 3389.381592
	Iteration 27Q: 3 clusters Score -3917503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3917504.500000 Penalty: 3389.381592
	Iteration 28Q: 3 clusters Score -3917504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3917505.250000 Penalty: 3389.381592
	Iteration 29Q: 3 clusters Score -3917505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3917505.250000 Penalty: 3389.381592
	Iteration 30Q: 3 clusters Score -3917505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3917505.000000 Penalty: 3389.381592
	Iteration 31Q: 3 clusters Score -3917505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3917501.000000 Penalty: 3389.381592
	Iteration 32Q: 3 clusters Score -3917501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3917501.500000 Penalty: 3389.381592
	Iteration 33Q: 3 clusters Score -3917502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3917501.500000 Penalty: 3389.381592
	Iteration 34F: 3 clusters Score -3917502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Entering Unmasked Estep 
Score: -2104141.000000 Penalty: 1588.285156
	Iteration 0F: 2 clusters Score -2104141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2092059.625000 Penalty: 3176.570312
	Iteration 0F: 3 clusters Score -2092060 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2096279.625000 Penalty: 3176.570312
	Iteration 1F: 3 clusters Score -2096280 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2096523.625000 Penalty: 3176.570312
	Iteration 2Q: 3 clusters Score -2096524 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2096740.875000 Penalty: 3176.570312
	Iteration 3Q: 3 clusters Score -2096741 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2096918.625000 Penalty: 3176.570312
	Iteration 4Q: 3 clusters Score -2096919 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2097092.375000 Penalty: 3176.570312
	Iteration 5Q: 3 clusters Score -2097092 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2097239.000000 Penalty: 3176.570312
	Iteration 6Q: 3 clusters Score -2097239 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2097395.750000 Penalty: 3176.570312
	Iteration 7Q: 3 clusters Score -2097396 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2097546.500000 Penalty: 3176.570312
	Iteration 8Q: 3 clusters Score -2097546 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2097731.750000 Penalty: 3176.570312
	Iteration 9Q: 3 clusters Score -2097732 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2097986.750000 Penalty: 3176.570312
	Iteration 10Q: 3 clusters Score -2097987 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2098356.500000 Penalty: 3176.570312
	Iteration 11Q: 3 clusters Score -2098356 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2098800.250000 Penalty: 3176.570312
	Iteration 12Q: 3 clusters Score -2098800 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2099333.000000 Penalty: 3176.570312
	Iteration 13Q: 3 clusters Score -2099333 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2099892.500000 Penalty: 3176.570312
	Iteration 14Q: 3 clusters Score -2099892 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2100401.500000 Penalty: 3176.570312
	Iteration 15Q: 3 clusters Score -2100402 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2100717.750000 Penalty: 3176.570312
	Iteration 16Q: 3 clusters Score -2100718 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2100924.000000 Penalty: 3176.570312
	Iteration 17Q: 3 clusters Score -2100924 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2101078.000000 Penalty: 3176.570312
	Iteration 18Q: 3 clusters Score -2101078 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2101191.000000 Penalty: 3176.570312
	Iteration 19Q: 3 clusters Score -2101191 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2101297.000000 Penalty: 3176.570312
	Iteration 20F: 3 clusters Score -2101297 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2101400.500000 Penalty: 3176.570312
	Iteration 21Q: 3 clusters Score -2101400 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2101493.250000 Penalty: 3176.570312
	Iteration 22Q: 3 clusters Score -2101493 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2101580.250000 Penalty: 3176.570312
	Iteration 23Q: 3 clusters Score -2101580 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2101668.750000 Penalty: 3176.570312
	Iteration 24Q: 3 clusters Score -2101669 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2101763.000000 Penalty: 3176.570312
	Iteration 25Q: 3 clusters Score -2101763 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2101849.500000 Penalty: 3176.570312
	Iteration 26Q: 3 clusters Score -2101850 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2101916.000000 Penalty: 3176.570312
	Iteration 27Q: 3 clusters Score -2101916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2101992.250000 Penalty: 3176.570312
	Iteration 28Q: 3 clusters Score -2101992 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2102058.750000 Penalty: 3176.570312
	Iteration 29Q: 3 clusters Score -2102059 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2102139.000000 Penalty: 3176.570312
	Iteration 30Q: 3 clusters Score -2102139 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2102213.250000 Penalty: 3176.570312
	Iteration 31Q: 3 clusters Score -2102213 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2102274.500000 Penalty: 3176.570312
	Iteration 32Q: 3 clusters Score -2102274 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2102312.250000 Penalty: 3176.570312
	Iteration 33Q: 3 clusters Score -2102312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2102348.750000 Penalty: 3176.570312
	Iteration 34Q: 3 clusters Score -2102349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2102377.000000 Penalty: 3176.570312
	Iteration 35Q: 3 clusters Score -2102377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2102404.500000 Penalty: 3176.570312
	Iteration 36Q: 3 clusters Score -2102404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2102422.250000 Penalty: 3176.570312
	Iteration 37Q: 3 clusters Score -2102422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2102459.750000 Penalty: 3176.570312
	Iteration 38Q: 3 clusters Score -2102460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2102484.750000 Penalty: 3176.570312
	Iteration 39Q: 3 clusters Score -2102485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2102500.500000 Penalty: 3176.570312
	Iteration 40F: 3 clusters Score -2102500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2102514.500000 Penalty: 3176.570312
	Iteration 41Q: 3 clusters Score -2102514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2102536.250000 Penalty: 3176.570312
	Iteration 42Q: 3 clusters Score -2102536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2102556.250000 Penalty: 3176.570312
	Iteration 43Q: 3 clusters Score -2102556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2102570.000000 Penalty: 3176.570312
	Iteration 44Q: 3 clusters Score -2102570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2102585.250000 Penalty: 3176.570312
	Iteration 45Q: 3 clusters Score -2102585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2102603.000000 Penalty: 3176.570312
	Iteration 46Q: 3 clusters Score -2102603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2102620.500000 Penalty: 3176.570312
	Iteration 47Q: 3 clusters Score -2102620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2102632.750000 Penalty: 3176.570312
	Iteration 48Q: 3 clusters Score -2102633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2102635.750000 Penalty: 3176.570312
	Iteration 49Q: 3 clusters Score -2102636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2102639.500000 Penalty: 3176.570312
	Iteration 50Q: 3 clusters Score -2102640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2102640.500000 Penalty: 3176.570312
	Iteration 51Q: 3 clusters Score -2102640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2102644.000000 Penalty: 3176.570312
	Iteration 52Q: 3 clusters Score -2102644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2102641.250000 Penalty: 3176.570312
	Iteration 53Q: 3 clusters Score -2102641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2102648.250000 Penalty: 3176.570312
	Iteration 54Q: 3 clusters Score -2102648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2102655.000000 Penalty: 3176.570312
	Iteration 55Q: 3 clusters Score -2102655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2102657.250000 Penalty: 3176.570312
	Iteration 56Q: 3 clusters Score -2102657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2102664.000000 Penalty: 3176.570312
	Iteration 57Q: 3 clusters Score -2102664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2102671.250000 Penalty: 3176.570312
	Iteration 58Q: 3 clusters Score -2102671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2102673.750000 Penalty: 3176.570312
	Iteration 59Q: 3 clusters Score -2102674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2102675.000000 Penalty: 3176.570312
	Iteration 60F: 3 clusters Score -2102675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2102677.250000 Penalty: 3176.570312
	Iteration 61Q: 3 clusters Score -2102677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2102678.000000 Penalty: 3176.570312
	Iteration 62Q: 3 clusters Score -2102678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2102684.500000 Penalty: 3176.570312
	Iteration 63Q: 3 clusters Score -2102684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2102684.250000 Penalty: 3176.570312
	Iteration 64Q: 3 clusters Score -2102684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2102686.750000 Penalty: 3176.570312
	Iteration 65Q: 3 clusters Score -2102687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2102690.500000 Penalty: 3176.570312
	Iteration 66Q: 3 clusters Score -2102690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2102692.500000 Penalty: 3176.570312
	Iteration 67Q: 3 clusters Score -2102692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2102693.750000 Penalty: 3176.570312
	Iteration 68Q: 3 clusters Score -2102694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2102695.250000 Penalty: 3176.570312
	Iteration 69Q: 3 clusters Score -2102695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2102699.250000 Penalty: 3176.570312
	Iteration 70Q: 3 clusters Score -2102699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2102708.250000 Penalty: 3176.570312
	Iteration 71Q: 3 clusters Score -2102708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2102711.250000 Penalty: 3176.570312
	Iteration 72Q: 3 clusters Score -2102711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2102715.750000 Penalty: 3176.570312
	Iteration 73Q: 3 clusters Score -2102716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2102717.250000 Penalty: 3176.570312
	Iteration 74Q: 3 clusters Score -2102717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2102718.750000 Penalty: 3176.570312
	Iteration 75Q: 3 clusters Score -2102719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2102727.750000 Penalty: 3176.570312
	Iteration 76Q: 3 clusters Score -2102728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2102738.500000 Penalty: 3176.570312
	Iteration 77Q: 3 clusters Score -2102738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2102740.250000 Penalty: 3176.570312
	Iteration 78Q: 3 clusters Score -2102740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2102744.000000 Penalty: 3176.570312
	Iteration 79Q: 3 clusters Score -2102744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2102742.750000 Penalty: 3176.570312
	Iteration 80F: 3 clusters Score -2102743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2102745.000000 Penalty: 3176.570312
	Iteration 81Q: 3 clusters Score -2102745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2102745.250000 Penalty: 3176.570312
	Iteration 82Q: 3 clusters Score -2102745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2102745.250000 Penalty: 3176.570312
	Iteration 83F: 3 clusters Score -2102745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Entering Unmasked Estep 
Score: -1559442.875000 Penalty: 1543.631592
	Iteration 0F: 2 clusters Score -1559443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1550059.875000 Penalty: 3087.263184
	Iteration 0F: 3 clusters Score -1550060 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1553252.875000 Penalty: 3087.263184
	Iteration 1F: 3 clusters Score -1553253 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1553505.625000 Penalty: 3087.263184
	Iteration 2F: 3 clusters Score -1553506 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1553695.625000 Penalty: 3087.263184
	Iteration 3Q: 3 clusters Score -1553696 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1553833.000000 Penalty: 3087.263184
	Iteration 4Q: 3 clusters Score -1553833 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1553930.375000 Penalty: 3087.263184
	Iteration 5Q: 3 clusters Score -1553930 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1554005.000000 Penalty: 3087.263184
	Iteration 6Q: 3 clusters Score -1554005 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1554065.375000 Penalty: 3087.263184
	Iteration 7Q: 3 clusters Score -1554065 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1554125.000000 Penalty: 3087.263184
	Iteration 8Q: 3 clusters Score -1554125 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1554203.000000 Penalty: 3087.263184
	Iteration 9Q: 3 clusters Score -1554203 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1554299.875000 Penalty: 3087.263184
	Iteration 10Q: 3 clusters Score -1554300 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1554436.875000 Penalty: 3087.263184
	Iteration 11Q: 3 clusters Score -1554437 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1554620.250000 Penalty: 3087.263184
	Iteration 12Q: 3 clusters Score -1554620 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1554867.000000 Penalty: 3087.263184
	Iteration 13Q: 3 clusters Score -1554867 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1555220.875000 Penalty: 3087.263184
	Iteration 14Q: 3 clusters Score -1555221 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1555656.375000 Penalty: 3087.263184
	Iteration 15F: 3 clusters Score -1555656 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1556162.750000 Penalty: 3087.263184
	Iteration 16F: 3 clusters Score -1556163 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1556676.000000 Penalty: 3087.263184
	Iteration 17F: 3 clusters Score -1556676 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1557093.625000 Penalty: 3087.263184
	Iteration 18Q: 3 clusters Score -1557094 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1557433.875000 Penalty: 3087.263184
	Iteration 19Q: 3 clusters Score -1557434 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1557674.250000 Penalty: 3087.263184
	Iteration 20F: 3 clusters Score -1557674 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1557783.625000 Penalty: 3087.263184
	Iteration 21Q: 3 clusters Score -1557784 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1557865.000000 Penalty: 3087.263184
	Iteration 22Q: 3 clusters Score -1557865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1557926.000000 Penalty: 3087.263184
	Iteration 23Q: 3 clusters Score -1557926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1557973.375000 Penalty: 3087.263184
	Iteration 24Q: 3 clusters Score -1557973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1558000.250000 Penalty: 3087.263184
	Iteration 25Q: 3 clusters Score -1558000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1558031.750000 Penalty: 3087.263184
	Iteration 26Q: 3 clusters Score -1558032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1558060.875000 Penalty: 3087.263184
	Iteration 27Q: 3 clusters Score -1558061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1558077.875000 Penalty: 3087.263184
	Iteration 28Q: 3 clusters Score -1558078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1558083.875000 Penalty: 3087.263184
	Iteration 29Q: 3 clusters Score -1558084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1558087.000000 Penalty: 3087.263184
	Iteration 30Q: 3 clusters Score -1558087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1558093.125000 Penalty: 3087.263184
	Iteration 31Q: 3 clusters Score -1558093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1558097.875000 Penalty: 3087.263184
	Iteration 32Q: 3 clusters Score -1558098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1558104.125000 Penalty: 3087.263184
	Iteration 33Q: 3 clusters Score -1558104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1558107.500000 Penalty: 3087.263184
	Iteration 34Q: 3 clusters Score -1558108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1558112.625000 Penalty: 3087.263184
	Iteration 35Q: 3 clusters Score -1558113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1558120.875000 Penalty: 3087.263184
	Iteration 36Q: 3 clusters Score -1558121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1558125.250000 Penalty: 3087.263184
	Iteration 37Q: 3 clusters Score -1558125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1558135.250000 Penalty: 3087.263184
	Iteration 38Q: 3 clusters Score -1558135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1558136.875000 Penalty: 3087.263184
	Iteration 39Q: 3 clusters Score -1558137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1558136.875000 Penalty: 3087.263184
	Iteration 40F: 3 clusters Score -1558137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -43128.503906 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -43128.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42157.296875 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -42157.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42388.941406 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -42388.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42524.078125 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -42524.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42609.632812 Penalty: 1971.485229
	Iteration 3F: 3 clusters Score -42609.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -42669.046875 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -42669.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -42688.230469 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -42688.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42693.277344 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -42693.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42696.285156 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -42696.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42699.945312 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -42699.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42705.902344 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -42705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42709.414062 Penalty: 1971.485229
	Iteration 10Q: 3 clusters Score -42709.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42709.414062 Penalty: 1971.485229
	Iteration 11F: 3 clusters Score -42709.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Entering Unmasked Estep 
Score: -1900287.250000 Penalty: 1576.810669
	Iteration 0F: 2 clusters Score -1900287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1889013.750000 Penalty: 3153.621338
	Iteration 0F: 3 clusters Score -1889014 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1893033.875000 Penalty: 3153.621338
	Iteration 1F: 3 clusters Score -1893034 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1893480.750000 Penalty: 3153.621338
	Iteration 2F: 3 clusters Score -1893481 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1894001.000000 Penalty: 3153.621338
	Iteration 3F: 3 clusters Score -1894001 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1894630.250000 Penalty: 3153.621338
	Iteration 4F: 3 clusters Score -1894630 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1895283.250000 Penalty: 3153.621338
	Iteration 5F: 3 clusters Score -1895283 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1895968.750000 Penalty: 3153.621338
	Iteration 6F: 3 clusters Score -1895969 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1896683.375000 Penalty: 3153.621338
	Iteration 7F: 3 clusters Score -1896683 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1897363.625000 Penalty: 3153.621338
	Iteration 8F: 3 clusters Score -1897364 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1897976.125000 Penalty: 3153.621338
	Iteration 9Q: 3 clusters Score -1897976 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1898372.375000 Penalty: 3153.621338
	Iteration 10Q: 3 clusters Score -1898372 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1898557.250000 Penalty: 3153.621338
	Iteration 11Q: 3 clusters Score -1898557 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1898670.625000 Penalty: 3153.621338
	Iteration 12Q: 3 clusters Score -1898671 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1898744.250000 Penalty: 3153.621338
	Iteration 13Q: 3 clusters Score -1898744 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1898795.500000 Penalty: 3153.621338
	Iteration 14Q: 3 clusters Score -1898796 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1898843.500000 Penalty: 3153.621338
	Iteration 15Q: 3 clusters Score -1898844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1898865.375000 Penalty: 3153.621338
	Iteration 16Q: 3 clusters Score -1898865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1898879.125000 Penalty: 3153.621338
	Iteration 17Q: 3 clusters Score -1898879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1898890.750000 Penalty: 3153.621338
	Iteration 18Q: 3 clusters Score -1898891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1898902.500000 Penalty: 3153.621338
	Iteration 19Q: 3 clusters Score -1898902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1898907.625000 Penalty: 3153.621338
	Iteration 20F: 3 clusters Score -1898908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1898908.500000 Penalty: 3153.621338
	Iteration 21Q: 3 clusters Score -1898908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1898915.125000 Penalty: 3153.621338
	Iteration 22Q: 3 clusters Score -1898915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1898915.500000 Penalty: 3153.621338
	Iteration 23Q: 3 clusters Score -1898916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1898919.375000 Penalty: 3153.621338
	Iteration 24Q: 3 clusters Score -1898919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1898922.000000 Penalty: 3153.621338
	Iteration 25Q: 3 clusters Score -1898922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1898928.250000 Penalty: 3153.621338
	Iteration 26Q: 3 clusters Score -1898928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1898937.250000 Penalty: 3153.621338
	Iteration 27Q: 3 clusters Score -1898937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1898940.375000 Penalty: 3153.621338
	Iteration 28Q: 3 clusters Score -1898940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1898938.500000 Penalty: 3153.621338
	Iteration 29Q: 3 clusters Score -1898938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1898943.125000 Penalty: 3153.621338
	Iteration 30Q: 3 clusters Score -1898943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1898946.500000 Penalty: 3153.621338
	Iteration 31Q: 3 clusters Score -1898946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1898948.000000 Penalty: 3153.621338
	Iteration 32Q: 3 clusters Score -1898948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1898951.625000 Penalty: 3153.621338
	Iteration 33Q: 3 clusters Score -1898952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1898956.500000 Penalty: 3153.621338
	Iteration 34Q: 3 clusters Score -1898956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1898961.375000 Penalty: 3153.621338
	Iteration 35Q: 3 clusters Score -1898961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1898964.125000 Penalty: 3153.621338
	Iteration 36Q: 3 clusters Score -1898964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1898964.250000 Penalty: 3153.621338
	Iteration 37Q: 3 clusters Score -1898964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1898965.000000 Penalty: 3153.621338
	Iteration 38Q: 3 clusters Score -1898965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1898969.000000 Penalty: 3153.621338
	Iteration 39Q: 3 clusters Score -1898969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1898966.375000 Penalty: 3153.621338
	Iteration 40F: 3 clusters Score -1898966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1898965.250000 Penalty: 3153.621338
	Iteration 41Q: 3 clusters Score -1898965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1898968.500000 Penalty: 3153.621338
	Iteration 42Q: 3 clusters Score -1898968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1898967.250000 Penalty: 3153.621338
	Iteration 43Q: 3 clusters Score -1898967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1898965.375000 Penalty: 3153.621338
	Iteration 44Q: 3 clusters Score -1898965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1898967.250000 Penalty: 3153.621338
	Iteration 45Q: 3 clusters Score -1898967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1898967.875000 Penalty: 3153.621338
	Iteration 46Q: 3 clusters Score -1898968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1898967.750000 Penalty: 3153.621338
	Iteration 47Q: 3 clusters Score -1898968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1898970.750000 Penalty: 3153.621338
	Iteration 48Q: 3 clusters Score -1898971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1898971.375000 Penalty: 3153.621338
	Iteration 49Q: 3 clusters Score -1898971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1898973.125000 Penalty: 3153.621338
	Iteration 50Q: 3 clusters Score -1898973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1898973.250000 Penalty: 3153.621338
	Iteration 51Q: 3 clusters Score -1898973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1898976.375000 Penalty: 3153.621338
	Iteration 52Q: 3 clusters Score -1898976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1898975.125000 Penalty: 3153.621338
	Iteration 53Q: 3 clusters Score -1898975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1898975.750000 Penalty: 3153.621338
	Iteration 54Q: 3 clusters Score -1898976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1898975.000000 Penalty: 3153.621338
	Iteration 55Q: 3 clusters Score -1898975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1898978.250000 Penalty: 3153.621338
	Iteration 56Q: 3 clusters Score -1898978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1898977.750000 Penalty: 3153.621338
	Iteration 57Q: 3 clusters Score -1898978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1898978.875000 Penalty: 3153.621338
	Iteration 58Q: 3 clusters Score -1898979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1898980.250000 Penalty: 3153.621338
	Iteration 59Q: 3 clusters Score -1898980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1898975.875000 Penalty: 3153.621338
	Iteration 60F: 3 clusters Score -1898976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1898978.000000 Penalty: 3153.621338
	Iteration 61Q: 3 clusters Score -1898978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1898976.625000 Penalty: 3153.621338
	Iteration 62Q: 3 clusters Score -1898977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1898978.125000 Penalty: 3153.621338
	Iteration 63Q: 3 clusters Score -1898978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1898979.625000 Penalty: 3153.621338
	Iteration 64Q: 3 clusters Score -1898980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1898979.625000 Penalty: 3153.621338
	Iteration 65Q: 3 clusters Score -1898980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1898980.500000 Penalty: 3153.621338
	Iteration 66Q: 3 clusters Score -1898980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1898981.250000 Penalty: 3153.621338
	Iteration 67Q: 3 clusters Score -1898981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1898979.250000 Penalty: 3153.621338
	Iteration 68Q: 3 clusters Score -1898979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1898979.250000 Penalty: 3153.621338
	Iteration 69F: 3 clusters Score -1898979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (89735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Entering Unmasked Estep 
Score: -10503483.000000 Penalty: 1853.250122
	Iteration 0F: 2 clusters Score -1.050348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -10444803.000000 Penalty: 3706.500244
	Iteration 0F: 3 clusters Score -1.04448e+07 nChanged 42857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -10469575.000000 Penalty: 3706.500244
	Iteration 1F: 3 clusters Score -1.046958e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -10470307.000000 Penalty: 3706.500244
	Iteration 2Q: 3 clusters Score -1.047031e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -10471431.000000 Penalty: 3706.500244
	Iteration 3Q: 3 clusters Score -1.047143e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -10473462.000000 Penalty: 3706.500244
	Iteration 4Q: 3 clusters Score -1.047346e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -10477335.000000 Penalty: 3706.500244
	Iteration 5F: 3 clusters Score -1.047734e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 70286 members 
Entering Unmasked Estep 
Score: -10483683.000000 Penalty: 3706.500244
	Iteration 6F: 3 clusters Score -1.048368e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -10491528.000000 Penalty: 3706.500244
	Iteration 7F: 3 clusters Score -1.049153e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -10497684.000000 Penalty: 3706.500244
	Iteration 8F: 3 clusters Score -1.049768e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -10500532.000000 Penalty: 3706.500244
	Iteration 9Q: 3 clusters Score -1.050053e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -10501425.000000 Penalty: 3706.500244
	Iteration 10Q: 3 clusters Score -1.050142e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -10501708.000000 Penalty: 3706.500244
	Iteration 11Q: 3 clusters Score -1.050171e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -10501809.000000 Penalty: 3706.500244
	Iteration 12Q: 3 clusters Score -1.050181e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -10501865.000000 Penalty: 3706.500244
	Iteration 13Q: 3 clusters Score -1.050186e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -10501896.000000 Penalty: 3706.500244
	Iteration 14Q: 3 clusters Score -1.05019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -10501911.000000 Penalty: 3706.500244
	Iteration 15Q: 3 clusters Score -1.050191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -10501919.000000 Penalty: 3706.500244
	Iteration 16Q: 3 clusters Score -1.050192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 89512 members 
Entering Unmasked Estep 
Score: -10501939.000000 Penalty: 3706.500244
	Iteration 17Q: 3 clusters Score -1.050194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -10501954.000000 Penalty: 3706.500244
	Iteration 18Q: 3 clusters Score -1.050195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 89512 members 
Entering Unmasked Estep 
Score: -10501967.000000 Penalty: 3706.500244
	Iteration 19Q: 3 clusters Score -1.050197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 89512 members 
Entering Unmasked Estep 
Score: -10501973.000000 Penalty: 3706.500244
	Iteration 20F: 3 clusters Score -1.050197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -10501976.000000 Penalty: 3706.500244
	Iteration 21Q: 3 clusters Score -1.050198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -10501980.000000 Penalty: 3706.500244
	Iteration 22Q: 3 clusters Score -1.050198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -10501983.000000 Penalty: 3706.500244
	Iteration 23Q: 3 clusters Score -1.050198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -10501991.000000 Penalty: 3706.500244
	Iteration 24Q: 3 clusters Score -1.050199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 89508 members 
Entering Unmasked Estep 
Score: -10501993.000000 Penalty: 3706.500244
	Iteration 25Q: 3 clusters Score -1.050199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -10501990.000000 Penalty: 3706.500244
	Iteration 26Q: 3 clusters Score -1.050199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -10501990.000000 Penalty: 3706.500244
	Iteration 27F: 3 clusters Score -1.050199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (132145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132145 members 
Entering Unmasked Estep 
Score: -15193596.000000 Penalty: 1916.144043
	Iteration 0F: 2 clusters Score -1.51936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -15110571.000000 Penalty: 3832.288086
	Iteration 0F: 3 clusters Score -1.511057e+07 nChanged 63548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -15148200.000000 Penalty: 3832.288086
	Iteration 1F: 3 clusters Score -1.51482e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -15149906.000000 Penalty: 3832.288086
	Iteration 2Q: 3 clusters Score -1.514991e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 84397 members 
Entering Unmasked Estep 
Score: -15153205.000000 Penalty: 3832.288086
	Iteration 3F: 3 clusters Score -1.51532e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 93853 members 
Entering Unmasked Estep 
Score: -15159405.000000 Penalty: 3832.288086
	Iteration 4F: 3 clusters Score -1.51594e+07 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -15169513.000000 Penalty: 3832.288086
	Iteration 5F: 3 clusters Score -1.516951e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 118179 members 
Entering Unmasked Estep 
Score: -15180938.000000 Penalty: 3832.288086
	Iteration 6F: 3 clusters Score -1.518094e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 127100 members 
Entering Unmasked Estep 
Score: -15188436.000000 Penalty: 3832.288086
	Iteration 7F: 3 clusters Score -1.518844e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -15191088.000000 Penalty: 3832.288086
	Iteration 8Q: 3 clusters Score -1.519109e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 131739 members 
Entering Unmasked Estep 
Score: -15191662.000000 Penalty: 3832.288086
	Iteration 9Q: 3 clusters Score -1.519166e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 131917 members 
Entering Unmasked Estep 
Score: -15191824.000000 Penalty: 3832.288086
	Iteration 10Q: 3 clusters Score -1.519182e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 131961 members 
Entering Unmasked Estep 
Score: -15191911.000000 Penalty: 3832.288086
	Iteration 11Q: 3 clusters Score -1.519191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 131971 members 
Entering Unmasked Estep 
Score: -15191944.000000 Penalty: 3832.288086
	Iteration 12Q: 3 clusters Score -1.519194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 131976 members 
Entering Unmasked Estep 
Score: -15191958.000000 Penalty: 3832.288086
	Iteration 13Q: 3 clusters Score -1.519196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 131978 members 
Entering Unmasked Estep 
Score: -15191982.000000 Penalty: 3832.288086
	Iteration 14Q: 3 clusters Score -1.519198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 131979 members 
Entering Unmasked Estep 
Score: -15191983.000000 Penalty: 3832.288086
	Iteration 15Q: 3 clusters Score -1.519198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 131979 members 
Entering Unmasked Estep 
Score: -15191983.000000 Penalty: 3832.288086
	Iteration 16F: 3 clusters Score -1.519198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Entering Unmasked Estep 
Score: -574956.000000 Penalty: 1392.312378
	Iteration 0F: 2 clusters Score -574956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -570742.062500 Penalty: 2784.624756
	Iteration 0F: 3 clusters Score -570742.1 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -571874.812500 Penalty: 2784.624756
	Iteration 1F: 3 clusters Score -571874.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -572049.875000 Penalty: 2784.624756
	Iteration 2F: 3 clusters Score -572049.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -572179.000000 Penalty: 2784.624756
	Iteration 3Q: 3 clusters Score -572179 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -572298.375000 Penalty: 2784.624756
	Iteration 4Q: 3 clusters Score -572298.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -572399.187500 Penalty: 2784.624756
	Iteration 5Q: 3 clusters Score -572399.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -572508.875000 Penalty: 2784.624756
	Iteration 6Q: 3 clusters Score -572508.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -572623.062500 Penalty: 2784.624756
	Iteration 7Q: 3 clusters Score -572623.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -572746.562500 Penalty: 2784.624756
	Iteration 8Q: 3 clusters Score -572746.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -572844.875000 Penalty: 2784.624756
	Iteration 9Q: 3 clusters Score -572844.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -572927.125000 Penalty: 2784.624756
	Iteration 10Q: 3 clusters Score -572927.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -573022.750000 Penalty: 2784.624756
	Iteration 11Q: 3 clusters Score -573022.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -573111.375000 Penalty: 2784.624756
	Iteration 12Q: 3 clusters Score -573111.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -573187.687500 Penalty: 2784.624756
	Iteration 13Q: 3 clusters Score -573187.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -573254.750000 Penalty: 2784.624756
	Iteration 14Q: 3 clusters Score -573254.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -573326.187500 Penalty: 2784.624756
	Iteration 15Q: 3 clusters Score -573326.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -573407.812500 Penalty: 2784.624756
	Iteration 16Q: 3 clusters Score -573407.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -573498.875000 Penalty: 2784.624756
	Iteration 17Q: 3 clusters Score -573498.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -573588.500000 Penalty: 2784.624756
	Iteration 18Q: 3 clusters Score -573588.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -573674.687500 Penalty: 2784.624756
	Iteration 19Q: 3 clusters Score -573674.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -573762.312500 Penalty: 2784.624756
	Iteration 20F: 3 clusters Score -573762.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -573842.937500 Penalty: 2784.624756
	Iteration 21Q: 3 clusters Score -573842.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -573907.562500 Penalty: 2784.624756
	Iteration 22Q: 3 clusters Score -573907.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -573959.062500 Penalty: 2784.624756
	Iteration 23Q: 3 clusters Score -573959.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -573998.687500 Penalty: 2784.624756
	Iteration 24Q: 3 clusters Score -573998.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -574041.125000 Penalty: 2784.624756
	Iteration 25Q: 3 clusters Score -574041.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -574066.000000 Penalty: 2784.624756
	Iteration 26Q: 3 clusters Score -574066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -574085.000000 Penalty: 2784.624756
	Iteration 27Q: 3 clusters Score -574085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -574110.250000 Penalty: 2784.624756
	Iteration 28Q: 3 clusters Score -574110.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -574141.187500 Penalty: 2784.624756
	Iteration 29Q: 3 clusters Score -574141.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -574163.625000 Penalty: 2784.624756
	Iteration 30Q: 3 clusters Score -574163.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -574184.375000 Penalty: 2784.624756
	Iteration 31Q: 3 clusters Score -574184.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -574197.250000 Penalty: 2784.624756
	Iteration 32Q: 3 clusters Score -574197.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -574209.000000 Penalty: 2784.624756
	Iteration 33Q: 3 clusters Score -574209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -574222.562500 Penalty: 2784.624756
	Iteration 34Q: 3 clusters Score -574222.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -574231.687500 Penalty: 2784.624756
	Iteration 35Q: 3 clusters Score -574231.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -574234.875000 Penalty: 2784.624756
	Iteration 36Q: 3 clusters Score -574234.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -574239.000000 Penalty: 2784.624756
	Iteration 37Q: 3 clusters Score -574239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -574240.812500 Penalty: 2784.624756
	Iteration 38Q: 3 clusters Score -574240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -574242.375000 Penalty: 2784.624756
	Iteration 39Q: 3 clusters Score -574242.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -574247.375000 Penalty: 2784.624756
	Iteration 40F: 3 clusters Score -574247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -574250.062500 Penalty: 2784.624756
	Iteration 41Q: 3 clusters Score -574250.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -574251.312500 Penalty: 2784.624756
	Iteration 42Q: 3 clusters Score -574251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -574253.250000 Penalty: 2784.624756
	Iteration 43Q: 3 clusters Score -574253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -574254.687500 Penalty: 2784.624756
	Iteration 44Q: 3 clusters Score -574254.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -574257.750000 Penalty: 2784.624756
	Iteration 45Q: 3 clusters Score -574257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -574257.312500 Penalty: 2784.624756
	Iteration 46Q: 3 clusters Score -574257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -574259.000000 Penalty: 2784.624756
	Iteration 47Q: 3 clusters Score -574259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -574263.812500 Penalty: 2784.624756
	Iteration 48Q: 3 clusters Score -574263.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -574268.062500 Penalty: 2784.624756
	Iteration 49Q: 3 clusters Score -574268.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -574270.125000 Penalty: 2784.624756
	Iteration 50Q: 3 clusters Score -574270.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -574272.000000 Penalty: 2784.624756
	Iteration 51Q: 3 clusters Score -574272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -574273.250000 Penalty: 2784.624756
	Iteration 52Q: 3 clusters Score -574273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -574274.812500 Penalty: 2784.624756
	Iteration 53Q: 3 clusters Score -574274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -574279.437500 Penalty: 2784.624756
	Iteration 54Q: 3 clusters Score -574279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -574282.000000 Penalty: 2784.624756
	Iteration 55Q: 3 clusters Score -574282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -574282.437500 Penalty: 2784.624756
	Iteration 56Q: 3 clusters Score -574282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -574283.812500 Penalty: 2784.624756
	Iteration 57Q: 3 clusters Score -574283.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -574286.375000 Penalty: 2784.624756
	Iteration 58Q: 3 clusters Score -574286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -574287.875000 Penalty: 2784.624756
	Iteration 59Q: 3 clusters Score -574287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -574288.125000 Penalty: 2784.624756
	Iteration 60F: 3 clusters Score -574288.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -104718.851562 Penalty: 1108.075195
	Iteration 0F: 2 clusters Score -104718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103330.179688 Penalty: 2216.150391
	Iteration 0F: 3 clusters Score -103330.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -103562.414062 Penalty: 2216.150391
	Iteration 1F: 3 clusters Score -103562.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103628.109375 Penalty: 2216.150391
	Iteration 2F: 3 clusters Score -103628.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103656.062500 Penalty: 2216.150391
	Iteration 3Q: 3 clusters Score -103656.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -103682.937500 Penalty: 2216.150391
	Iteration 4Q: 3 clusters Score -103682.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -103706.851562 Penalty: 2216.150391
	Iteration 5Q: 3 clusters Score -103706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -103717.171875 Penalty: 2216.150391
	Iteration 6Q: 3 clusters Score -103717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -103720.562500 Penalty: 2216.150391
	Iteration 7Q: 3 clusters Score -103720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -103722.156250 Penalty: 2216.150391
	Iteration 8Q: 3 clusters Score -103722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -103723.007812 Penalty: 2216.150391
	Iteration 9Q: 3 clusters Score -103723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103727.070312 Penalty: 2216.150391
	Iteration 10Q: 3 clusters Score -103727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103727.515625 Penalty: 2216.150391
	Iteration 11Q: 3 clusters Score -103727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103728.851562 Penalty: 2216.150391
	Iteration 12Q: 3 clusters Score -103728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -103733.820312 Penalty: 2216.150391
	Iteration 13Q: 3 clusters Score -103733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103738.320312 Penalty: 2216.150391
	Iteration 14Q: 3 clusters Score -103738.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -103740.882812 Penalty: 2216.150391
	Iteration 15Q: 3 clusters Score -103740.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -103740.882812 Penalty: 2216.150391
	Iteration 16F: 3 clusters Score -103740.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 79015 members 
Mstep: Class 3 contains 65574 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 9 contains 28584 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 114759 members 
Mstep: Class 13 contains 3561 members 
Mstep: Class 14 contains 100722 members 
Mstep: Class 15 contains 25297 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33822 members 
Mstep: Class 18 contains 17572 members 
Mstep: Class 19 contains 13350 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16374 members 
Mstep: Class 22 contains 89735 members 
Mstep: Class 23 contains 132145 members 
Mstep: Class 24 contains 5261 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207720.000000 Penalty: 55007.320312
Iteration 319Q: 26 clusters Score -8.620772e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 79004 members 
Mstep: Class 3 contains 65587 members 
Mstep: Class 4 contains 4434 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 9 contains 28591 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11231 members 
Mstep: Class 12 contains 114800 members 
Mstep: Class 13 contains 3560 members 
Mstep: Class 14 contains 100632 members 
Mstep: Class 15 contains 25289 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33844 members 
Mstep: Class 18 contains 17636 members 
Mstep: Class 19 contains 13362 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16375 members 
Mstep: Class 22 contains 89754 members 
Mstep: Class 23 contains 132082 members 
Mstep: Class 24 contains 5260 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207688.000000 Penalty: 55007.320312
Iteration 320F: 26 clusters Score -8.620769e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 78995 members 
Mstep: Class 3 contains 65595 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3612 members 
Mstep: Class 9 contains 28597 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 114845 members 
Mstep: Class 13 contains 3560 members 
Mstep: Class 14 contains 100536 members 
Mstep: Class 15 contains 25279 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33868 members 
Mstep: Class 18 contains 17707 members 
Mstep: Class 19 contains 13366 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16377 members 
Mstep: Class 22 contains 89770 members 
Mstep: Class 23 contains 132026 members 
Mstep: Class 24 contains 5260 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207744.000000 Penalty: 55007.320312
Iteration 321Q: 26 clusters Score -8.620774e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 78972 members 
Mstep: Class 3 contains 65594 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3616 members 
Mstep: Class 9 contains 28601 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 114910 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 14 contains 100446 members 
Mstep: Class 15 contains 25271 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33897 members 
Mstep: Class 18 contains 17781 members 
Mstep: Class 19 contains 13369 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16375 members 
Mstep: Class 22 contains 89772 members 
Mstep: Class 23 contains 131971 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207584.000000 Penalty: 55007.320312
Iteration 322Q: 26 clusters Score -8.620758e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 78948 members 
Mstep: Class 3 contains 65605 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 28607 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 114942 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 14 contains 100397 members 
Mstep: Class 15 contains 25265 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33921 members 
Mstep: Class 18 contains 17855 members 
Mstep: Class 19 contains 13369 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16374 members 
Mstep: Class 22 contains 89780 members 
Mstep: Class 23 contains 131899 members 
Mstep: Class 24 contains 5265 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207648.000000 Penalty: 55007.320312
Iteration 323Q: 26 clusters Score -8.620765e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 78898 members 
Mstep: Class 3 contains 65625 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 28612 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 114974 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 100340 members 
Mstep: Class 15 contains 25263 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 33957 members 
Mstep: Class 18 contains 17939 members 
Mstep: Class 19 contains 13371 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16371 members 
Mstep: Class 22 contains 89778 members 
Mstep: Class 23 contains 131844 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207632.000000 Penalty: 55007.320312
Iteration 324Q: 26 clusters Score -8.620763e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 78843 members 
Mstep: Class 3 contains 65623 members 
Mstep: Class 4 contains 4427 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3608 members 
Mstep: Class 9 contains 28624 members 
Mstep: Class 10 contains 5220 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115003 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 100304 members 
Mstep: Class 15 contains 25261 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34004 members 
Mstep: Class 18 contains 18027 members 
Mstep: Class 19 contains 13374 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16377 members 
Mstep: Class 22 contains 89763 members 
Mstep: Class 23 contains 131780 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207608.000000 Penalty: 55007.320312
Iteration 325Q: 26 clusters Score -8.620761e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 78746 members 
Mstep: Class 3 contains 65626 members 
Mstep: Class 4 contains 4425 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3606 members 
Mstep: Class 9 contains 28634 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 115030 members 
Mstep: Class 13 contains 3548 members 
Mstep: Class 14 contains 100279 members 
Mstep: Class 15 contains 25261 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34064 members 
Mstep: Class 18 contains 18103 members 
Mstep: Class 19 contains 13383 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16382 members 
Mstep: Class 22 contains 89751 members 
Mstep: Class 23 contains 131735 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207608.000000 Penalty: 55007.320312
Iteration 326Q: 26 clusters Score -8.620761e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 78665 members 
Mstep: Class 3 contains 65622 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3605 members 
Mstep: Class 9 contains 28640 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 115032 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 100265 members 
Mstep: Class 15 contains 25258 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34113 members 
Mstep: Class 18 contains 18180 members 
Mstep: Class 19 contains 13393 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16383 members 
Mstep: Class 22 contains 89757 members 
Mstep: Class 23 contains 131691 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207640.000000 Penalty: 55007.320312
Iteration 327Q: 26 clusters Score -8.620764e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 78532 members 
Mstep: Class 3 contains 65613 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 28646 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115062 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 100264 members 
Mstep: Class 15 contains 25251 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34163 members 
Mstep: Class 18 contains 18255 members 
Mstep: Class 19 contains 13395 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16385 members 
Mstep: Class 22 contains 89763 members 
Mstep: Class 23 contains 131679 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207472.000000 Penalty: 55007.320312
Iteration 328Q: 26 clusters Score -8.620747e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 78411 members 
Mstep: Class 3 contains 65611 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 2983 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 28656 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115093 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 100252 members 
Mstep: Class 15 contains 25237 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34202 members 
Mstep: Class 18 contains 18341 members 
Mstep: Class 19 contains 13400 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16389 members 
Mstep: Class 22 contains 89767 members 
Mstep: Class 23 contains 131652 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207408.000000 Penalty: 55007.320312
Iteration 329Q: 26 clusters Score -8.620741e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 78276 members 
Mstep: Class 3 contains 65605 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 28663 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 115122 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 100249 members 
Mstep: Class 15 contains 25229 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34243 members 
Mstep: Class 18 contains 18416 members 
Mstep: Class 19 contains 13410 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16391 members 
Mstep: Class 22 contains 89778 members 
Mstep: Class 23 contains 131632 members 
Mstep: Class 24 contains 5265 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207336.000000 Penalty: 55007.320312
Iteration 330Q: 26 clusters Score -8.620734e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 78111 members 
Mstep: Class 3 contains 65604 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 28668 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 115142 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 100256 members 
Mstep: Class 15 contains 25224 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34289 members 
Mstep: Class 18 contains 18499 members 
Mstep: Class 19 contains 13423 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16393 members 
Mstep: Class 22 contains 89785 members 
Mstep: Class 23 contains 131622 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207232.000000 Penalty: 55007.320312
Iteration 331Q: 26 clusters Score -8.620723e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 77949 members 
Mstep: Class 3 contains 65597 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 28678 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 115160 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 14 contains 100251 members 
Mstep: Class 15 contains 25220 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34331 members 
Mstep: Class 18 contains 18601 members 
Mstep: Class 19 contains 13436 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16391 members 
Mstep: Class 22 contains 89792 members 
Mstep: Class 23 contains 131614 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207256.000000 Penalty: 55007.320312
Iteration 332Q: 26 clusters Score -8.620726e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 77771 members 
Mstep: Class 3 contains 65589 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 28688 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115180 members 
Mstep: Class 13 contains 3533 members 
Mstep: Class 14 contains 100243 members 
Mstep: Class 15 contains 25218 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34369 members 
Mstep: Class 18 contains 18707 members 
Mstep: Class 19 contains 13446 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16395 members 
Mstep: Class 22 contains 89805 members 
Mstep: Class 23 contains 131613 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207200.000000 Penalty: 55007.320312
Iteration 333Q: 26 clusters Score -8.62072e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 77591 members 
Mstep: Class 3 contains 65580 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 28703 members 
Mstep: Class 10 contains 5222 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115193 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 100226 members 
Mstep: Class 15 contains 25216 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34404 members 
Mstep: Class 18 contains 18800 members 
Mstep: Class 19 contains 13455 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 89824 members 
Mstep: Class 23 contains 131634 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207208.000000 Penalty: 55007.320312
Iteration 334Q: 26 clusters Score -8.620721e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 77416 members 
Mstep: Class 3 contains 65569 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 2985 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 28711 members 
Mstep: Class 10 contains 5224 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115194 members 
Mstep: Class 13 contains 3530 members 
Mstep: Class 14 contains 100224 members 
Mstep: Class 15 contains 25216 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34428 members 
Mstep: Class 18 contains 18890 members 
Mstep: Class 19 contains 13464 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16408 members 
Mstep: Class 22 contains 89851 members 
Mstep: Class 23 contains 131655 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207192.000000 Penalty: 55007.320312
Iteration 335Q: 26 clusters Score -8.620719e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 77223 members 
Mstep: Class 3 contains 65558 members 
Mstep: Class 4 contains 4404 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 28714 members 
Mstep: Class 10 contains 5227 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 115181 members 
Mstep: Class 13 contains 3527 members 
Mstep: Class 14 contains 100224 members 
Mstep: Class 15 contains 25214 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34467 members 
Mstep: Class 18 contains 18983 members 
Mstep: Class 19 contains 13478 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 16410 members 
Mstep: Class 22 contains 89895 members 
Mstep: Class 23 contains 131684 members 
Mstep: Class 24 contains 5267 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207184.000000 Penalty: 55007.320312
Iteration 336Q: 26 clusters Score -8.620718e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 77033 members 
Mstep: Class 3 contains 65541 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 28721 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 115169 members 
Mstep: Class 13 contains 3525 members 
Mstep: Class 14 contains 100215 members 
Mstep: Class 15 contains 25212 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34501 members 
Mstep: Class 18 contains 19101 members 
Mstep: Class 19 contains 13492 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 16412 members 
Mstep: Class 22 contains 89931 members 
Mstep: Class 23 contains 131719 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207256.000000 Penalty: 55007.320312
Iteration 337Q: 26 clusters Score -8.620726e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 76848 members 
Mstep: Class 3 contains 65532 members 
Mstep: Class 4 contains 4386 members 
Mstep: Class 5 contains 2992 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 28726 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 115159 members 
Mstep: Class 13 contains 3523 members 
Mstep: Class 14 contains 100195 members 
Mstep: Class 15 contains 25213 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34537 members 
Mstep: Class 18 contains 19218 members 
Mstep: Class 19 contains 13509 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 16409 members 
Mstep: Class 22 contains 89971 members 
Mstep: Class 23 contains 131745 members 
Mstep: Class 24 contains 5262 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207272.000000 Penalty: 55007.320312
Iteration 338Q: 26 clusters Score -8.620727e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 76675 members 
Mstep: Class 3 contains 65523 members 
Mstep: Class 4 contains 4376 members 
Mstep: Class 5 contains 2997 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 28742 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 115132 members 
Mstep: Class 13 contains 3519 members 
Mstep: Class 14 contains 100167 members 
Mstep: Class 15 contains 25213 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34576 members 
Mstep: Class 18 contains 19362 members 
Mstep: Class 19 contains 13517 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16414 members 
Mstep: Class 22 contains 90006 members 
Mstep: Class 23 contains 131749 members 
Mstep: Class 24 contains 5256 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207584.000000 Penalty: 55007.320312
Iteration 339Q: 26 clusters Score -8.620758e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 76471 members 
Mstep: Class 3 contains 65519 members 
Mstep: Class 4 contains 4370 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 28755 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 115103 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 100138 members 
Mstep: Class 15 contains 25213 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34613 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 19 contains 13529 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16421 members 
Mstep: Class 22 contains 90036 members 
Mstep: Class 23 contains 131775 members 
Mstep: Class 24 contains 5259 members 
Mstep: Class 25 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207568.000000 Penalty: 55007.320312
Iteration 340F: 26 clusters Score -8.620757e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 76218 members 
Mstep: Class 3 contains 65512 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 3006 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 28772 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 115107 members 
Mstep: Class 13 contains 3513 members 
Mstep: Class 14 contains 100078 members 
Mstep: Class 15 contains 25217 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34651 members 
Mstep: Class 18 contains 19706 members 
Mstep: Class 19 contains 13543 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16428 members 
Mstep: Class 22 contains 90045 members 
Mstep: Class 23 contains 131812 members 
Mstep: Class 24 contains 5255 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207736.000000 Penalty: 55007.320312
Iteration 341Q: 26 clusters Score -8.620774e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 75957 members 
Mstep: Class 3 contains 65503 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 28787 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 115121 members 
Mstep: Class 13 contains 3510 members 
Mstep: Class 14 contains 99993 members 
Mstep: Class 15 contains 25213 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34684 members 
Mstep: Class 18 contains 19938 members 
Mstep: Class 19 contains 13562 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16432 members 
Mstep: Class 22 contains 90046 members 
Mstep: Class 23 contains 131860 members 
Mstep: Class 24 contains 5256 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207696.000000 Penalty: 55007.320312
Iteration 342Q: 26 clusters Score -8.62077e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 75678 members 
Mstep: Class 3 contains 65493 members 
Mstep: Class 4 contains 4347 members 
Mstep: Class 5 contains 3007 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 28801 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 115152 members 
Mstep: Class 13 contains 3503 members 
Mstep: Class 14 contains 99900 members 
Mstep: Class 15 contains 25207 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34717 members 
Mstep: Class 18 contains 20177 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16438 members 
Mstep: Class 22 contains 90051 members 
Mstep: Class 23 contains 131920 members 
Mstep: Class 24 contains 5257 members 
Mstep: Class 25 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207688.000000 Penalty: 55007.320312
Iteration 343Q: 26 clusters Score -8.620769e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 75349 members 
Mstep: Class 3 contains 65480 members 
Mstep: Class 4 contains 4336 members 
Mstep: Class 5 contains 3008 members 
Mstep: Class 6 contains 420 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 28820 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 115190 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 99800 members 
Mstep: Class 15 contains 25203 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34762 members 
Mstep: Class 18 contains 20433 members 
Mstep: Class 19 contains 13596 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16446 members 
Mstep: Class 22 contains 90054 members 
Mstep: Class 23 contains 131993 members 
Mstep: Class 24 contains 5257 members 
Mstep: Class 25 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207608.000000 Penalty: 55007.320312
Iteration 344Q: 26 clusters Score -8.620761e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 75009 members 
Mstep: Class 3 contains 65471 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 6 contains 421 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 28838 members 
Mstep: Class 10 contains 5230 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 115220 members 
Mstep: Class 13 contains 3496 members 
Mstep: Class 14 contains 99666 members 
Mstep: Class 15 contains 25188 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34804 members 
Mstep: Class 18 contains 20720 members 
Mstep: Class 19 contains 13620 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16451 members 
Mstep: Class 22 contains 90058 members 
Mstep: Class 23 contains 132091 members 
Mstep: Class 24 contains 5253 members 
Mstep: Class 25 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207736.000000 Penalty: 55007.320312
Iteration 345Q: 26 clusters Score -8.620774e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 74628 members 
Mstep: Class 3 contains 65444 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 3014 members 
Mstep: Class 6 contains 422 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 28859 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 115245 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 99556 members 
Mstep: Class 15 contains 25182 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34857 members 
Mstep: Class 18 contains 21008 members 
Mstep: Class 19 contains 13637 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 16454 members 
Mstep: Class 22 contains 90059 members 
Mstep: Class 23 contains 132220 members 
Mstep: Class 24 contains 5245 members 
Mstep: Class 25 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207696.000000 Penalty: 55007.320312
Iteration 346Q: 26 clusters Score -8.62077e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 74188 members 
Mstep: Class 3 contains 65408 members 
Mstep: Class 4 contains 4314 members 
Mstep: Class 5 contains 3015 members 
Mstep: Class 6 contains 423 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 28886 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 115291 members 
Mstep: Class 13 contains 3487 members 
Mstep: Class 14 contains 99413 members 
Mstep: Class 15 contains 25183 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34906 members 
Mstep: Class 18 contains 21312 members 
Mstep: Class 19 contains 13651 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16453 members 
Mstep: Class 22 contains 90058 members 
Mstep: Class 23 contains 132416 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207976.000000 Penalty: 55007.320312
Iteration 347Q: 26 clusters Score -8.620798e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 73723 members 
Mstep: Class 3 contains 65386 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 28908 members 
Mstep: Class 10 contains 5231 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 115312 members 
Mstep: Class 13 contains 3483 members 
Mstep: Class 14 contains 99255 members 
Mstep: Class 15 contains 25199 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 34964 members 
Mstep: Class 18 contains 21647 members 
Mstep: Class 19 contains 13675 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16455 members 
Mstep: Class 22 contains 90045 members 
Mstep: Class 23 contains 132608 members 
Mstep: Class 24 contains 5239 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208072.000000 Penalty: 55007.320312
Iteration 348Q: 26 clusters Score -8.620807e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 73221 members 
Mstep: Class 3 contains 65372 members 
Mstep: Class 4 contains 4295 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 424 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 28929 members 
Mstep: Class 10 contains 5231 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 115323 members 
Mstep: Class 13 contains 3475 members 
Mstep: Class 14 contains 99111 members 
Mstep: Class 15 contains 25213 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35022 members 
Mstep: Class 18 contains 21977 members 
Mstep: Class 19 contains 13699 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16455 members 
Mstep: Class 22 contains 90039 members 
Mstep: Class 23 contains 132830 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207856.000000 Penalty: 55007.320312
Iteration 349Q: 26 clusters Score -8.620786e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 72723 members 
Mstep: Class 3 contains 65341 members 
Mstep: Class 4 contains 4291 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 425 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 28951 members 
Mstep: Class 10 contains 5231 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 115350 members 
Mstep: Class 13 contains 3467 members 
Mstep: Class 14 contains 98938 members 
Mstep: Class 15 contains 25222 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35082 members 
Mstep: Class 18 contains 22321 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 434 members 
Mstep: Class 21 contains 16455 members 
Mstep: Class 22 contains 90023 members 
Mstep: Class 23 contains 133067 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207856.000000 Penalty: 55007.320312
Iteration 350Q: 26 clusters Score -8.620786e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 72229 members 
Mstep: Class 3 contains 65318 members 
Mstep: Class 4 contains 4283 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 427 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 28976 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115353 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 98782 members 
Mstep: Class 15 contains 25226 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35162 members 
Mstep: Class 18 contains 22663 members 
Mstep: Class 19 contains 13774 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16456 members 
Mstep: Class 22 contains 90007 members 
Mstep: Class 23 contains 133271 members 
Mstep: Class 24 contains 5237 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207912.000000 Penalty: 55007.320312
Iteration 351Q: 26 clusters Score -8.620791e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 71731 members 
Mstep: Class 3 contains 65308 members 
Mstep: Class 4 contains 4271 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 28989 members 
Mstep: Class 10 contains 5234 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115382 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 98672 members 
Mstep: Class 15 contains 25238 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35217 members 
Mstep: Class 18 contains 23012 members 
Mstep: Class 19 contains 13801 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16454 members 
Mstep: Class 22 contains 89982 members 
Mstep: Class 23 contains 133448 members 
Mstep: Class 24 contains 5233 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207896.000000 Penalty: 55007.320312
Iteration 352Q: 26 clusters Score -8.62079e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 71217 members 
Mstep: Class 3 contains 65305 members 
Mstep: Class 4 contains 4261 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 429 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 28991 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115410 members 
Mstep: Class 13 contains 3461 members 
Mstep: Class 14 contains 98536 members 
Mstep: Class 15 contains 25252 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35272 members 
Mstep: Class 18 contains 23393 members 
Mstep: Class 19 contains 13823 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16456 members 
Mstep: Class 22 contains 89961 members 
Mstep: Class 23 contains 133626 members 
Mstep: Class 24 contains 5237 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207944.000000 Penalty: 55007.320312
Iteration 353Q: 26 clusters Score -8.620794e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 70672 members 
Mstep: Class 3 contains 65307 members 
Mstep: Class 4 contains 4252 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 28990 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115454 members 
Mstep: Class 13 contains 3455 members 
Mstep: Class 14 contains 98436 members 
Mstep: Class 15 contains 25258 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35310 members 
Mstep: Class 18 contains 23760 members 
Mstep: Class 19 contains 13840 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16457 members 
Mstep: Class 22 contains 89934 members 
Mstep: Class 23 contains 133837 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207824.000000 Penalty: 55007.320312
Iteration 354Q: 26 clusters Score -8.620782e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 70176 members 
Mstep: Class 3 contains 65303 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 29002 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115487 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 14 contains 98317 members 
Mstep: Class 15 contains 25281 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35338 members 
Mstep: Class 18 contains 24140 members 
Mstep: Class 19 contains 13857 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16458 members 
Mstep: Class 22 contains 89912 members 
Mstep: Class 23 contains 133994 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207976.000000 Penalty: 55007.320312
Iteration 355Q: 26 clusters Score -8.620798e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 69664 members 
Mstep: Class 3 contains 65316 members 
Mstep: Class 4 contains 4237 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 29021 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115535 members 
Mstep: Class 13 contains 3441 members 
Mstep: Class 14 contains 98201 members 
Mstep: Class 15 contains 25306 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35388 members 
Mstep: Class 18 contains 24530 members 
Mstep: Class 19 contains 13877 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16460 members 
Mstep: Class 22 contains 89881 members 
Mstep: Class 23 contains 134105 members 
Mstep: Class 24 contains 5236 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208064.000000 Penalty: 55007.320312
Iteration 356Q: 26 clusters Score -8.620806e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 69098 members 
Mstep: Class 3 contains 65334 members 
Mstep: Class 4 contains 4230 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 29041 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 115579 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 98109 members 
Mstep: Class 15 contains 25324 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35439 members 
Mstep: Class 18 contains 24940 members 
Mstep: Class 19 contains 13904 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16468 members 
Mstep: Class 22 contains 89843 members 
Mstep: Class 23 contains 134223 members 
Mstep: Class 24 contains 5236 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208040.000000 Penalty: 55007.320312
Iteration 357Q: 26 clusters Score -8.620804e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 68569 members 
Mstep: Class 3 contains 65347 members 
Mstep: Class 4 contains 4221 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 432 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 29050 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 115612 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 97996 members 
Mstep: Class 15 contains 25349 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35473 members 
Mstep: Class 18 contains 25351 members 
Mstep: Class 19 contains 13933 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16476 members 
Mstep: Class 22 contains 89804 members 
Mstep: Class 23 contains 134354 members 
Mstep: Class 24 contains 5236 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207920.000000 Penalty: 55007.320312
Iteration 358Q: 26 clusters Score -8.620792e+07 nChanged 1470
Entering ConstructFrom: 
Score: -86207920.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -421972.031250 Penalty: 1347.864380
	Iteration 0F: 2 clusters Score -421972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -418663.875000 Penalty: 2695.728760
	Iteration 0F: 3 clusters Score -418663.9 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -419595.843750 Penalty: 2695.728760
	Iteration 1F: 3 clusters Score -419595.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -419799.906250 Penalty: 2695.728760
	Iteration 2F: 3 clusters Score -419799.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -419944.156250 Penalty: 2695.728760
	Iteration 3F: 3 clusters Score -419944.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -420039.781250 Penalty: 2695.728760
	Iteration 4Q: 3 clusters Score -420039.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -420132.250000 Penalty: 2695.728760
	Iteration 5Q: 3 clusters Score -420132.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -420196.468750 Penalty: 2695.728760
	Iteration 6Q: 3 clusters Score -420196.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -420255.687500 Penalty: 2695.728760
	Iteration 7Q: 3 clusters Score -420255.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -420313.312500 Penalty: 2695.728760
	Iteration 8Q: 3 clusters Score -420313.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -420373.093750 Penalty: 2695.728760
	Iteration 9Q: 3 clusters Score -420373.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -420427.843750 Penalty: 2695.728760
	Iteration 10Q: 3 clusters Score -420427.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -420480.156250 Penalty: 2695.728760
	Iteration 11Q: 3 clusters Score -420480.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -420532.968750 Penalty: 2695.728760
	Iteration 12Q: 3 clusters Score -420533 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -420585.125000 Penalty: 2695.728760
	Iteration 13Q: 3 clusters Score -420585.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -420626.812500 Penalty: 2695.728760
	Iteration 14Q: 3 clusters Score -420626.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -420662.281250 Penalty: 2695.728760
	Iteration 15Q: 3 clusters Score -420662.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -420693.718750 Penalty: 2695.728760
	Iteration 16Q: 3 clusters Score -420693.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -420731.875000 Penalty: 2695.728760
	Iteration 17Q: 3 clusters Score -420731.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -420758.593750 Penalty: 2695.728760
	Iteration 18Q: 3 clusters Score -420758.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -420782.312500 Penalty: 2695.728760
	Iteration 19Q: 3 clusters Score -420782.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -420805.437500 Penalty: 2695.728760
	Iteration 20F: 3 clusters Score -420805.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -420833.343750 Penalty: 2695.728760
	Iteration 21Q: 3 clusters Score -420833.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -420853.812500 Penalty: 2695.728760
	Iteration 22Q: 3 clusters Score -420853.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -420869.875000 Penalty: 2695.728760
	Iteration 23Q: 3 clusters Score -420869.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -420887.781250 Penalty: 2695.728760
	Iteration 24Q: 3 clusters Score -420887.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -420896.156250 Penalty: 2695.728760
	Iteration 25Q: 3 clusters Score -420896.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -420905.281250 Penalty: 2695.728760
	Iteration 26Q: 3 clusters Score -420905.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -420908.718750 Penalty: 2695.728760
	Iteration 27Q: 3 clusters Score -420908.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -420910.437500 Penalty: 2695.728760
	Iteration 28Q: 3 clusters Score -420910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -420916.125000 Penalty: 2695.728760
	Iteration 29Q: 3 clusters Score -420916.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -420918.906250 Penalty: 2695.728760
	Iteration 30Q: 3 clusters Score -420918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -420920.500000 Penalty: 2695.728760
	Iteration 31Q: 3 clusters Score -420920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -420921.843750 Penalty: 2695.728760
	Iteration 32Q: 3 clusters Score -420921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -420924.187500 Penalty: 2695.728760
	Iteration 33Q: 3 clusters Score -420924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -420925.968750 Penalty: 2695.728760
	Iteration 34Q: 3 clusters Score -420926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -420928.312500 Penalty: 2695.728760
	Iteration 35Q: 3 clusters Score -420928.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -420931.093750 Penalty: 2695.728760
	Iteration 36Q: 3 clusters Score -420931.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -420934.250000 Penalty: 2695.728760
	Iteration 37Q: 3 clusters Score -420934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -420938.000000 Penalty: 2695.728760
	Iteration 38Q: 3 clusters Score -420938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -420941.625000 Penalty: 2695.728760
	Iteration 39Q: 3 clusters Score -420941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -420943.406250 Penalty: 2695.728760
	Iteration 40F: 3 clusters Score -420943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -420944.093750 Penalty: 2695.728760
	Iteration 41Q: 3 clusters Score -420944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -420947.031250 Penalty: 2695.728760
	Iteration 42Q: 3 clusters Score -420947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -420953.968750 Penalty: 2695.728760
	Iteration 43Q: 3 clusters Score -420954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -420960.781250 Penalty: 2695.728760
	Iteration 44Q: 3 clusters Score -420960.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -420966.437500 Penalty: 2695.728760
	Iteration 45Q: 3 clusters Score -420966.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -420970.343750 Penalty: 2695.728760
	Iteration 46Q: 3 clusters Score -420970.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -420975.031250 Penalty: 2695.728760
	Iteration 47Q: 3 clusters Score -420975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -420978.125000 Penalty: 2695.728760
	Iteration 48Q: 3 clusters Score -420978.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -420983.218750 Penalty: 2695.728760
	Iteration 49Q: 3 clusters Score -420983.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -420987.437500 Penalty: 2695.728760
	Iteration 50Q: 3 clusters Score -420987.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -420990.937500 Penalty: 2695.728760
	Iteration 51Q: 3 clusters Score -420990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -420992.156250 Penalty: 2695.728760
	Iteration 52Q: 3 clusters Score -420992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -420994.125000 Penalty: 2695.728760
	Iteration 53Q: 3 clusters Score -420994.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -420997.875000 Penalty: 2695.728760
	Iteration 54Q: 3 clusters Score -420997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -420999.250000 Penalty: 2695.728760
	Iteration 55Q: 3 clusters Score -420999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -421001.625000 Penalty: 2695.728760
	Iteration 56Q: 3 clusters Score -421001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -421002.093750 Penalty: 2695.728760
	Iteration 57Q: 3 clusters Score -421002.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -421004.375000 Penalty: 2695.728760
	Iteration 58Q: 3 clusters Score -421004.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -421005.781250 Penalty: 2695.728760
	Iteration 59Q: 3 clusters Score -421005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -421006.562500 Penalty: 2695.728760
	Iteration 60F: 3 clusters Score -421006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -421006.750000 Penalty: 2695.728760
	Iteration 61Q: 3 clusters Score -421006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -421007.468750 Penalty: 2695.728760
	Iteration 62Q: 3 clusters Score -421007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -421007.468750 Penalty: 2695.728760
	Iteration 63F: 3 clusters Score -421007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (68027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Entering Unmasked Estep 
Score: -7909376.000000 Penalty: 1808.244751
	Iteration 0F: 2 clusters Score -7909376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -7863963.000000 Penalty: 3616.489502
	Iteration 0F: 3 clusters Score -7863963 nChanged 32185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -7882840.500000 Penalty: 3616.489502
	Iteration 1F: 3 clusters Score -7882840 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -7883720.000000 Penalty: 3616.489502
	Iteration 2Q: 3 clusters Score -7883720 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -7884934.500000 Penalty: 3616.489502
	Iteration 3Q: 3 clusters Score -7884934 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -7886838.500000 Penalty: 3616.489502
	Iteration 4Q: 3 clusters Score -7886838 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -7889534.500000 Penalty: 3616.489502
	Iteration 5F: 3 clusters Score -7889534 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -7892829.500000 Penalty: 3616.489502
	Iteration 6F: 3 clusters Score -7892830 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -7896112.500000 Penalty: 3616.489502
	Iteration 7F: 3 clusters Score -7896112 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -7898412.000000 Penalty: 3616.489502
	Iteration 8F: 3 clusters Score -7898412 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -7899462.000000 Penalty: 3616.489502
	Iteration 9Q: 3 clusters Score -7899462 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -7899893.000000 Penalty: 3616.489502
	Iteration 10Q: 3 clusters Score -7899893 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -7900188.500000 Penalty: 3616.489502
	Iteration 11Q: 3 clusters Score -7900188 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -7900542.500000 Penalty: 3616.489502
	Iteration 12Q: 3 clusters Score -7900542 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -7900917.500000 Penalty: 3616.489502
	Iteration 13Q: 3 clusters Score -7900918 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -7901237.000000 Penalty: 3616.489502
	Iteration 14Q: 3 clusters Score -7901237 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -7901565.000000 Penalty: 3616.489502
	Iteration 15Q: 3 clusters Score -7901565 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -7901902.000000 Penalty: 3616.489502
	Iteration 16Q: 3 clusters Score -7901902 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -7902243.000000 Penalty: 3616.489502
	Iteration 17Q: 3 clusters Score -7902243 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -7902536.000000 Penalty: 3616.489502
	Iteration 18Q: 3 clusters Score -7902536 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -7902904.500000 Penalty: 3616.489502
	Iteration 19Q: 3 clusters Score -7902904 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -7903257.000000 Penalty: 3616.489502
	Iteration 20F: 3 clusters Score -7903257 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -7903627.000000 Penalty: 3616.489502
	Iteration 21Q: 3 clusters Score -7903627 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -7903984.000000 Penalty: 3616.489502
	Iteration 22Q: 3 clusters Score -7903984 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -7904301.500000 Penalty: 3616.489502
	Iteration 23Q: 3 clusters Score -7904302 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -7904687.500000 Penalty: 3616.489502
	Iteration 24Q: 3 clusters Score -7904688 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -7905083.500000 Penalty: 3616.489502
	Iteration 25Q: 3 clusters Score -7905084 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7905483.000000 Penalty: 3616.489502
	Iteration 26Q: 3 clusters Score -7905483 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -7905869.500000 Penalty: 3616.489502
	Iteration 27Q: 3 clusters Score -7905870 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -7906241.500000 Penalty: 3616.489502
	Iteration 28Q: 3 clusters Score -7906242 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -7906555.000000 Penalty: 3616.489502
	Iteration 29Q: 3 clusters Score -7906555 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -7906807.500000 Penalty: 3616.489502
	Iteration 30Q: 3 clusters Score -7906808 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7907000.000000 Penalty: 3616.489502
	Iteration 31Q: 3 clusters Score -7907000 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7907171.500000 Penalty: 3616.489502
	Iteration 32Q: 3 clusters Score -7907172 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7907338.000000 Penalty: 3616.489502
	Iteration 33Q: 3 clusters Score -7907338 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7907442.000000 Penalty: 3616.489502
	Iteration 34Q: 3 clusters Score -7907442 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7907518.000000 Penalty: 3616.489502
	Iteration 35Q: 3 clusters Score -7907518 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7907572.000000 Penalty: 3616.489502
	Iteration 36Q: 3 clusters Score -7907572 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7907615.500000 Penalty: 3616.489502
	Iteration 37Q: 3 clusters Score -7907616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7907664.000000 Penalty: 3616.489502
	Iteration 38Q: 3 clusters Score -7907664 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7907715.500000 Penalty: 3616.489502
	Iteration 39Q: 3 clusters Score -7907716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7907716.500000 Penalty: 3616.489502
	Iteration 40F: 3 clusters Score -7907716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7907747.000000 Penalty: 3616.489502
	Iteration 41Q: 3 clusters Score -7907747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7907778.000000 Penalty: 3616.489502
	Iteration 42Q: 3 clusters Score -7907778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7907793.500000 Penalty: 3616.489502
	Iteration 43Q: 3 clusters Score -7907794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67292 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7907796.500000 Penalty: 3616.489502
	Iteration 44Q: 3 clusters Score -7907796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7907799.500000 Penalty: 3616.489502
	Iteration 45Q: 3 clusters Score -7907800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7907810.000000 Penalty: 3616.489502
	Iteration 46Q: 3 clusters Score -7907810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7907826.500000 Penalty: 3616.489502
	Iteration 47Q: 3 clusters Score -7907826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7907851.500000 Penalty: 3616.489502
	Iteration 48Q: 3 clusters Score -7907852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7907843.000000 Penalty: 3616.489502
	Iteration 49Q: 3 clusters Score -7907843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7907851.500000 Penalty: 3616.489502
	Iteration 50Q: 3 clusters Score -7907852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7907859.000000 Penalty: 3616.489502
	Iteration 51Q: 3 clusters Score -7907859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7907865.500000 Penalty: 3616.489502
	Iteration 52Q: 3 clusters Score -7907866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7907876.000000 Penalty: 3616.489502
	Iteration 53Q: 3 clusters Score -7907876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7907889.500000 Penalty: 3616.489502
	Iteration 54Q: 3 clusters Score -7907890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7907897.000000 Penalty: 3616.489502
	Iteration 55Q: 3 clusters Score -7907897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7907895.000000 Penalty: 3616.489502
	Iteration 56Q: 3 clusters Score -7907895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7907896.500000 Penalty: 3616.489502
	Iteration 57Q: 3 clusters Score -7907896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67459 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7907900.500000 Penalty: 3616.489502
	Iteration 58Q: 3 clusters Score -7907900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7907901.500000 Penalty: 3616.489502
	Iteration 59Q: 3 clusters Score -7907902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7907908.500000 Penalty: 3616.489502
	Iteration 60F: 3 clusters Score -7907908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7907911.500000 Penalty: 3616.489502
	Iteration 61Q: 3 clusters Score -7907912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7907911.500000 Penalty: 3616.489502
	Iteration 62F: 3 clusters Score -7907912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (65346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Entering Unmasked Estep 
Score: -7610613.500000 Penalty: 1801.710938
	Iteration 0F: 2 clusters Score -7610614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -7567131.000000 Penalty: 3603.421875
	Iteration 0F: 3 clusters Score -7567131 nChanged 30864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -7584998.000000 Penalty: 3603.421875
	Iteration 1F: 3 clusters Score -7584998 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -7585602.000000 Penalty: 3603.421875
	Iteration 2Q: 3 clusters Score -7585602 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -7586265.000000 Penalty: 3603.421875
	Iteration 3Q: 3 clusters Score -7586265 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -7587043.000000 Penalty: 3603.421875
	Iteration 4Q: 3 clusters Score -7587043 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -7588134.500000 Penalty: 3603.421875
	Iteration 5Q: 3 clusters Score -7588134 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -7589649.500000 Penalty: 3603.421875
	Iteration 6Q: 3 clusters Score -7589650 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -7591540.500000 Penalty: 3603.421875
	Iteration 7F: 3 clusters Score -7591540 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -7594012.500000 Penalty: 3603.421875
	Iteration 8F: 3 clusters Score -7594012 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -7596726.000000 Penalty: 3603.421875
	Iteration 9F: 3 clusters Score -7596726 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -7599276.000000 Penalty: 3603.421875
	Iteration 10F: 3 clusters Score -7599276 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -7600859.000000 Penalty: 3603.421875
	Iteration 11Q: 3 clusters Score -7600859 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -7601557.000000 Penalty: 3603.421875
	Iteration 12Q: 3 clusters Score -7601557 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -7601885.000000 Penalty: 3603.421875
	Iteration 13Q: 3 clusters Score -7601885 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -7602090.000000 Penalty: 3603.421875
	Iteration 14Q: 3 clusters Score -7602090 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -7602311.500000 Penalty: 3603.421875
	Iteration 15Q: 3 clusters Score -7602312 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7602526.000000 Penalty: 3603.421875
	Iteration 16Q: 3 clusters Score -7602526 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -7602747.000000 Penalty: 3603.421875
	Iteration 17Q: 3 clusters Score -7602747 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -7603034.500000 Penalty: 3603.421875
	Iteration 18Q: 3 clusters Score -7603034 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -7603327.000000 Penalty: 3603.421875
	Iteration 19Q: 3 clusters Score -7603327 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -7603622.000000 Penalty: 3603.421875
	Iteration 20F: 3 clusters Score -7603622 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -7603893.000000 Penalty: 3603.421875
	Iteration 21Q: 3 clusters Score -7603893 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -7604276.500000 Penalty: 3603.421875
	Iteration 22Q: 3 clusters Score -7604276 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -7604667.000000 Penalty: 3603.421875
	Iteration 23Q: 3 clusters Score -7604667 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -7605011.000000 Penalty: 3603.421875
	Iteration 24Q: 3 clusters Score -7605011 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -7605383.500000 Penalty: 3603.421875
	Iteration 25Q: 3 clusters Score -7605384 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -7605723.000000 Penalty: 3603.421875
	Iteration 26Q: 3 clusters Score -7605723 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -7606192.500000 Penalty: 3603.421875
	Iteration 27Q: 3 clusters Score -7606192 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -7606682.500000 Penalty: 3603.421875
	Iteration 28Q: 3 clusters Score -7606682 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -7607151.000000 Penalty: 3603.421875
	Iteration 29Q: 3 clusters Score -7607151 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -7607570.500000 Penalty: 3603.421875
	Iteration 30Q: 3 clusters Score -7607570 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -7607932.000000 Penalty: 3603.421875
	Iteration 31Q: 3 clusters Score -7607932 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -7608240.000000 Penalty: 3603.421875
	Iteration 32Q: 3 clusters Score -7608240 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -7608470.000000 Penalty: 3603.421875
	Iteration 33Q: 3 clusters Score -7608470 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -7608619.000000 Penalty: 3603.421875
	Iteration 34Q: 3 clusters Score -7608619 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61232 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -7608763.500000 Penalty: 3603.421875
	Iteration 35Q: 3 clusters Score -7608764 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7608838.500000 Penalty: 3603.421875
	Iteration 36Q: 3 clusters Score -7608838 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61708 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -7608932.000000 Penalty: 3603.421875
	Iteration 37Q: 3 clusters Score -7608932 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7608978.000000 Penalty: 3603.421875
	Iteration 38Q: 3 clusters Score -7608978 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7609023.500000 Penalty: 3603.421875
	Iteration 39Q: 3 clusters Score -7609024 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7609066.000000 Penalty: 3603.421875
	Iteration 40F: 3 clusters Score -7609066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7609108.000000 Penalty: 3603.421875
	Iteration 41Q: 3 clusters Score -7609108 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7609139.500000 Penalty: 3603.421875
	Iteration 42Q: 3 clusters Score -7609140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7609173.000000 Penalty: 3603.421875
	Iteration 43Q: 3 clusters Score -7609173 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7609192.000000 Penalty: 3603.421875
	Iteration 44Q: 3 clusters Score -7609192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7609234.500000 Penalty: 3603.421875
	Iteration 45Q: 3 clusters Score -7609234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7609263.000000 Penalty: 3603.421875
	Iteration 46Q: 3 clusters Score -7609263 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7609299.500000 Penalty: 3603.421875
	Iteration 47Q: 3 clusters Score -7609300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7609285.500000 Penalty: 3603.421875
	Iteration 48Q: 3 clusters Score -7609286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7609308.500000 Penalty: 3603.421875
	Iteration 49Q: 3 clusters Score -7609308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7609308.500000 Penalty: 3603.421875
	Iteration 50Q: 3 clusters Score -7609308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7609320.000000 Penalty: 3603.421875
	Iteration 51Q: 3 clusters Score -7609320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7609317.000000 Penalty: 3603.421875
	Iteration 52Q: 3 clusters Score -7609317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7609332.500000 Penalty: 3603.421875
	Iteration 53Q: 3 clusters Score -7609332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7609324.500000 Penalty: 3603.421875
	Iteration 54Q: 3 clusters Score -7609324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7609326.000000 Penalty: 3603.421875
	Iteration 55Q: 3 clusters Score -7609326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7609328.500000 Penalty: 3603.421875
	Iteration 56Q: 3 clusters Score -7609328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7609329.000000 Penalty: 3603.421875
	Iteration 57Q: 3 clusters Score -7609329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7609339.000000 Penalty: 3603.421875
	Iteration 58Q: 3 clusters Score -7609339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -7609350.000000 Penalty: 3603.421875
	Iteration 59Q: 3 clusters Score -7609350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7609345.500000 Penalty: 3603.421875
	Iteration 60F: 3 clusters Score -7609346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7609347.000000 Penalty: 3603.421875
	Iteration 61Q: 3 clusters Score -7609347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7609336.000000 Penalty: 3603.421875
	Iteration 62Q: 3 clusters Score -7609336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7609344.500000 Penalty: 3603.421875
	Iteration 63Q: 3 clusters Score -7609344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7609342.500000 Penalty: 3603.421875
	Iteration 64Q: 3 clusters Score -7609342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7609341.500000 Penalty: 3603.421875
	Iteration 65Q: 3 clusters Score -7609342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7609337.000000 Penalty: 3603.421875
	Iteration 66Q: 3 clusters Score -7609337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -7609340.000000 Penalty: 3603.421875
	Iteration 67Q: 3 clusters Score -7609340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -7609336.500000 Penalty: 3603.421875
	Iteration 68Q: 3 clusters Score -7609336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7609339.500000 Penalty: 3603.421875
	Iteration 69Q: 3 clusters Score -7609340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7609341.000000 Penalty: 3603.421875
	Iteration 70Q: 3 clusters Score -7609341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7609341.000000 Penalty: 3603.421875
	Iteration 71Q: 3 clusters Score -7609341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7609335.500000 Penalty: 3603.421875
	Iteration 72Q: 3 clusters Score -7609336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7609338.000000 Penalty: 3603.421875
	Iteration 73Q: 3 clusters Score -7609338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7609340.000000 Penalty: 3603.421875
	Iteration 74Q: 3 clusters Score -7609340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7609343.500000 Penalty: 3603.421875
	Iteration 75Q: 3 clusters Score -7609344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7609341.000000 Penalty: 3603.421875
	Iteration 76Q: 3 clusters Score -7609341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7609339.000000 Penalty: 3603.421875
	Iteration 77Q: 3 clusters Score -7609339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63222 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7609337.500000 Penalty: 3603.421875
	Iteration 78Q: 3 clusters Score -7609338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7609343.500000 Penalty: 3603.421875
	Iteration 79Q: 3 clusters Score -7609344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7609340.500000 Penalty: 3603.421875
	Iteration 80F: 3 clusters Score -7609340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -7609341.500000 Penalty: 3603.421875
	Iteration 81Q: 3 clusters Score -7609342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63246 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7609342.000000 Penalty: 3603.421875
	Iteration 82Q: 3 clusters Score -7609342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7609345.500000 Penalty: 3603.421875
	Iteration 83Q: 3 clusters Score -7609346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7609345.500000 Penalty: 3603.421875
	Iteration 84Q: 3 clusters Score -7609346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7609345.500000 Penalty: 3603.421875
	Iteration 85F: 3 clusters Score -7609346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -484730.125000 Penalty: 1356.444824
	Iteration 0F: 2 clusters Score -484730.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -481220.062500 Penalty: 2712.889648
	Iteration 0F: 3 clusters Score -481220.1 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -482226.281250 Penalty: 2712.889648
	Iteration 1F: 3 clusters Score -482226.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -482447.750000 Penalty: 2712.889648
	Iteration 2F: 3 clusters Score -482447.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -482588.281250 Penalty: 2712.889648
	Iteration 3F: 3 clusters Score -482588.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -482688.156250 Penalty: 2712.889648
	Iteration 4Q: 3 clusters Score -482688.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -482756.218750 Penalty: 2712.889648
	Iteration 5Q: 3 clusters Score -482756.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -482805.500000 Penalty: 2712.889648
	Iteration 6Q: 3 clusters Score -482805.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -482852.093750 Penalty: 2712.889648
	Iteration 7Q: 3 clusters Score -482852.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -482900.625000 Penalty: 2712.889648
	Iteration 8Q: 3 clusters Score -482900.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -482944.250000 Penalty: 2712.889648
	Iteration 9Q: 3 clusters Score -482944.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -482993.406250 Penalty: 2712.889648
	Iteration 10Q: 3 clusters Score -482993.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -483046.500000 Penalty: 2712.889648
	Iteration 11Q: 3 clusters Score -483046.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -483114.031250 Penalty: 2712.889648
	Iteration 12Q: 3 clusters Score -483114 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -483186.875000 Penalty: 2712.889648
	Iteration 13Q: 3 clusters Score -483186.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -483271.281250 Penalty: 2712.889648
	Iteration 14Q: 3 clusters Score -483271.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -483368.781250 Penalty: 2712.889648
	Iteration 15Q: 3 clusters Score -483368.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -483456.093750 Penalty: 2712.889648
	Iteration 16Q: 3 clusters Score -483456.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -483546.593750 Penalty: 2712.889648
	Iteration 17Q: 3 clusters Score -483546.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -483621.656250 Penalty: 2712.889648
	Iteration 18Q: 3 clusters Score -483621.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -483713.312500 Penalty: 2712.889648
	Iteration 19Q: 3 clusters Score -483713.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -483814.343750 Penalty: 2712.889648
	Iteration 20F: 3 clusters Score -483814.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -483896.468750 Penalty: 2712.889648
	Iteration 21Q: 3 clusters Score -483896.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -483959.812500 Penalty: 2712.889648
	Iteration 22Q: 3 clusters Score -483959.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -483989.562500 Penalty: 2712.889648
	Iteration 23Q: 3 clusters Score -483989.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -484013.687500 Penalty: 2712.889648
	Iteration 24Q: 3 clusters Score -484013.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -484028.843750 Penalty: 2712.889648
	Iteration 25Q: 3 clusters Score -484028.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -484043.343750 Penalty: 2712.889648
	Iteration 26Q: 3 clusters Score -484043.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -484049.281250 Penalty: 2712.889648
	Iteration 27Q: 3 clusters Score -484049.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -484051.562500 Penalty: 2712.889648
	Iteration 28Q: 3 clusters Score -484051.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -484054.812500 Penalty: 2712.889648
	Iteration 29Q: 3 clusters Score -484054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -484056.156250 Penalty: 2712.889648
	Iteration 30Q: 3 clusters Score -484056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -484056.250000 Penalty: 2712.889648
	Iteration 31Q: 3 clusters Score -484056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -484058.187500 Penalty: 2712.889648
	Iteration 32Q: 3 clusters Score -484058.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -484058.906250 Penalty: 2712.889648
	Iteration 33Q: 3 clusters Score -484058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -484060.375000 Penalty: 2712.889648
	Iteration 34Q: 3 clusters Score -484060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -484062.843750 Penalty: 2712.889648
	Iteration 35Q: 3 clusters Score -484062.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -484065.093750 Penalty: 2712.889648
	Iteration 36Q: 3 clusters Score -484065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -484064.906250 Penalty: 2712.889648
	Iteration 37Q: 3 clusters Score -484064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -484065.093750 Penalty: 2712.889648
	Iteration 38Q: 3 clusters Score -484065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -484066.437500 Penalty: 2712.889648
	Iteration 39Q: 3 clusters Score -484066.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -484066.437500 Penalty: 2712.889648
	Iteration 40F: 3 clusters Score -484066.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -335727.125000 Penalty: 1302.490723
	Iteration 0F: 2 clusters Score -335727.1 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 1523 members 
Entering Unmasked Estep 
Score: -332942.500000 Penalty: 2604.981445
	Iteration 0F: 3 clusters Score -332942.5 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -333637.125000 Penalty: 2604.981445
	Iteration 1F: 3 clusters Score -333637.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -333809.437500 Penalty: 2604.981445
	Iteration 2F: 3 clusters Score -333809.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -333964.812500 Penalty: 2604.981445
	Iteration 3F: 3 clusters Score -333964.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -334087.093750 Penalty: 2604.981445
	Iteration 4F: 3 clusters Score -334087.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -334183.156250 Penalty: 2604.981445
	Iteration 5Q: 3 clusters Score -334183.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -334248.687500 Penalty: 2604.981445
	Iteration 6Q: 3 clusters Score -334248.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -334319.031250 Penalty: 2604.981445
	Iteration 7Q: 3 clusters Score -334319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -334378.781250 Penalty: 2604.981445
	Iteration 8Q: 3 clusters Score -334378.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -334431.937500 Penalty: 2604.981445
	Iteration 9Q: 3 clusters Score -334431.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -334480.281250 Penalty: 2604.981445
	Iteration 10Q: 3 clusters Score -334480.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -334525.625000 Penalty: 2604.981445
	Iteration 11Q: 3 clusters Score -334525.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -334565.281250 Penalty: 2604.981445
	Iteration 12Q: 3 clusters Score -334565.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -334590.906250 Penalty: 2604.981445
	Iteration 13Q: 3 clusters Score -334590.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -334610.312500 Penalty: 2604.981445
	Iteration 14Q: 3 clusters Score -334610.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -334624.781250 Penalty: 2604.981445
	Iteration 15Q: 3 clusters Score -334624.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -334630.406250 Penalty: 2604.981445
	Iteration 16Q: 3 clusters Score -334630.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -334639.125000 Penalty: 2604.981445
	Iteration 17Q: 3 clusters Score -334639.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -334646.750000 Penalty: 2604.981445
	Iteration 18Q: 3 clusters Score -334646.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -334655.843750 Penalty: 2604.981445
	Iteration 19Q: 3 clusters Score -334655.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -334664.906250 Penalty: 2604.981445
	Iteration 20F: 3 clusters Score -334664.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -334668.312500 Penalty: 2604.981445
	Iteration 21Q: 3 clusters Score -334668.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -334671.125000 Penalty: 2604.981445
	Iteration 22Q: 3 clusters Score -334671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -334672.781250 Penalty: 2604.981445
	Iteration 23Q: 3 clusters Score -334672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -334674.843750 Penalty: 2604.981445
	Iteration 24Q: 3 clusters Score -334674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -334674.968750 Penalty: 2604.981445
	Iteration 25Q: 3 clusters Score -334675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -334676.718750 Penalty: 2604.981445
	Iteration 26Q: 3 clusters Score -334676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -334678.875000 Penalty: 2604.981445
	Iteration 27Q: 3 clusters Score -334678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -334681.343750 Penalty: 2604.981445
	Iteration 28Q: 3 clusters Score -334681.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -334684.656250 Penalty: 2604.981445
	Iteration 29Q: 3 clusters Score -334684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -334685.375000 Penalty: 2604.981445
	Iteration 30Q: 3 clusters Score -334685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -334688.281250 Penalty: 2604.981445
	Iteration 31Q: 3 clusters Score -334688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -334689.625000 Penalty: 2604.981445
	Iteration 32Q: 3 clusters Score -334689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -334689.937500 Penalty: 2604.981445
	Iteration 33Q: 3 clusters Score -334689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -334689.937500 Penalty: 2604.981445
	Iteration 34F: 3 clusters Score -334689.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -43190.265625 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -43190.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42319.644531 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -42319.64 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42566.187500 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -42566.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42649.750000 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -42649.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42693.121094 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -42693.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42713.328125 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -42713.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42732.179688 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -42732.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42747.144531 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -42747.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -42753.437500 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -42753.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42755.863281 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -42755.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42755.863281 Penalty: 1972.989746
	Iteration 9F: 3 clusters Score -42755.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -13236.954102 Penalty: 845.651062
	Iteration 0F: 2 clusters Score -13236.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12619.514648 Penalty: 1691.302124
	Iteration 0F: 3 clusters Score -12619.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12789.699219 Penalty: 1691.302124
	Iteration 1F: 3 clusters Score -12789.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12827.688477 Penalty: 1691.302124
	Iteration 2Q: 3 clusters Score -12827.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12850.610352 Penalty: 1691.302124
	Iteration 3Q: 3 clusters Score -12850.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12859.086914 Penalty: 1691.302124
	Iteration 4Q: 3 clusters Score -12859.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12862.925781 Penalty: 1691.302124
	Iteration 5Q: 3 clusters Score -12862.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12906.839844 Penalty: 1691.302124
	Iteration 6Q: 3 clusters Score -12906.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12939.131836 Penalty: 1691.302124
	Iteration 7Q: 3 clusters Score -12939.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -12958.529297 Penalty: 1691.302124
	Iteration 8Q: 3 clusters Score -12958.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -12972.628906 Penalty: 1691.302124
	Iteration 9Q: 3 clusters Score -12972.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -12972.628906 Penalty: 1691.302124
	Iteration 10F: 3 clusters Score -12972.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Entering Unmasked Estep 
Score: -413841.843750 Penalty: 1330.119385
	Iteration 0F: 2 clusters Score -413841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -410734.156250 Penalty: 2660.238770
	Iteration 0F: 3 clusters Score -410734.2 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -411524.406250 Penalty: 2660.238770
	Iteration 1F: 3 clusters Score -411524.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -411653.218750 Penalty: 2660.238770
	Iteration 2F: 3 clusters Score -411653.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -411725.562500 Penalty: 2660.238770
	Iteration 3Q: 3 clusters Score -411725.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -411776.968750 Penalty: 2660.238770
	Iteration 4Q: 3 clusters Score -411777 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -411817.250000 Penalty: 2660.238770
	Iteration 5Q: 3 clusters Score -411817.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -411849.000000 Penalty: 2660.238770
	Iteration 6Q: 3 clusters Score -411849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -411871.625000 Penalty: 2660.238770
	Iteration 7Q: 3 clusters Score -411871.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -411894.656250 Penalty: 2660.238770
	Iteration 8Q: 3 clusters Score -411894.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -411915.406250 Penalty: 2660.238770
	Iteration 9Q: 3 clusters Score -411915.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -411939.000000 Penalty: 2660.238770
	Iteration 10Q: 3 clusters Score -411939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -411958.968750 Penalty: 2660.238770
	Iteration 11Q: 3 clusters Score -411959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -411985.968750 Penalty: 2660.238770
	Iteration 12Q: 3 clusters Score -411986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -412016.156250 Penalty: 2660.238770
	Iteration 13Q: 3 clusters Score -412016.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -412051.281250 Penalty: 2660.238770
	Iteration 14Q: 3 clusters Score -412051.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -412092.000000 Penalty: 2660.238770
	Iteration 15Q: 3 clusters Score -412092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -412137.375000 Penalty: 2660.238770
	Iteration 16Q: 3 clusters Score -412137.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -412178.156250 Penalty: 2660.238770
	Iteration 17Q: 3 clusters Score -412178.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -412238.218750 Penalty: 2660.238770
	Iteration 18Q: 3 clusters Score -412238.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -412297.531250 Penalty: 2660.238770
	Iteration 19Q: 3 clusters Score -412297.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -412358.093750 Penalty: 2660.238770
	Iteration 20F: 3 clusters Score -412358.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -412429.031250 Penalty: 2660.238770
	Iteration 21Q: 3 clusters Score -412429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -412518.656250 Penalty: 2660.238770
	Iteration 22Q: 3 clusters Score -412518.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -412609.218750 Penalty: 2660.238770
	Iteration 23Q: 3 clusters Score -412609.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -412705.093750 Penalty: 2660.238770
	Iteration 24Q: 3 clusters Score -412705.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -412790.718750 Penalty: 2660.238770
	Iteration 25Q: 3 clusters Score -412790.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -412830.781250 Penalty: 2660.238770
	Iteration 26Q: 3 clusters Score -412830.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -412859.781250 Penalty: 2660.238770
	Iteration 27Q: 3 clusters Score -412859.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -412887.125000 Penalty: 2660.238770
	Iteration 28Q: 3 clusters Score -412887.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -412908.437500 Penalty: 2660.238770
	Iteration 29Q: 3 clusters Score -412908.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -412933.718750 Penalty: 2660.238770
	Iteration 30Q: 3 clusters Score -412933.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -412956.156250 Penalty: 2660.238770
	Iteration 31Q: 3 clusters Score -412956.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -412969.312500 Penalty: 2660.238770
	Iteration 32Q: 3 clusters Score -412969.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -412985.062500 Penalty: 2660.238770
	Iteration 33Q: 3 clusters Score -412985.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -413004.937500 Penalty: 2660.238770
	Iteration 34Q: 3 clusters Score -413004.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -413017.375000 Penalty: 2660.238770
	Iteration 35Q: 3 clusters Score -413017.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -413023.812500 Penalty: 2660.238770
	Iteration 36Q: 3 clusters Score -413023.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -413029.375000 Penalty: 2660.238770
	Iteration 37Q: 3 clusters Score -413029.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -413033.093750 Penalty: 2660.238770
	Iteration 38Q: 3 clusters Score -413033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -413034.625000 Penalty: 2660.238770
	Iteration 39Q: 3 clusters Score -413034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -413035.968750 Penalty: 2660.238770
	Iteration 40F: 3 clusters Score -413036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -413037.500000 Penalty: 2660.238770
	Iteration 41Q: 3 clusters Score -413037.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -413037.468750 Penalty: 2660.238770
	Iteration 42Q: 3 clusters Score -413037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -413039.375000 Penalty: 2660.238770
	Iteration 43Q: 3 clusters Score -413039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -413039.906250 Penalty: 2660.238770
	Iteration 44Q: 3 clusters Score -413039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -413041.781250 Penalty: 2660.238770
	Iteration 45Q: 3 clusters Score -413041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -413042.656250 Penalty: 2660.238770
	Iteration 46Q: 3 clusters Score -413042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -413043.687500 Penalty: 2660.238770
	Iteration 47Q: 3 clusters Score -413043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -413045.593750 Penalty: 2660.238770
	Iteration 48Q: 3 clusters Score -413045.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -413049.562500 Penalty: 2660.238770
	Iteration 49Q: 3 clusters Score -413049.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -413052.093750 Penalty: 2660.238770
	Iteration 50Q: 3 clusters Score -413052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -413053.781250 Penalty: 2660.238770
	Iteration 51Q: 3 clusters Score -413053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -413056.031250 Penalty: 2660.238770
	Iteration 52Q: 3 clusters Score -413056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -413056.593750 Penalty: 2660.238770
	Iteration 53Q: 3 clusters Score -413056.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -413056.593750 Penalty: 2660.238770
	Iteration 54F: 3 clusters Score -413056.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Entering Unmasked Estep 
Score: -3262916.750000 Penalty: 1670.048340
	Iteration 0F: 2 clusters Score -3262917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3243261.750000 Penalty: 3340.096680
	Iteration 0F: 3 clusters Score -3243262 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3250647.750000 Penalty: 3340.096680
	Iteration 1F: 3 clusters Score -3250648 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3250941.250000 Penalty: 3340.096680
	Iteration 2Q: 3 clusters Score -3250941 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3251208.500000 Penalty: 3340.096680
	Iteration 3Q: 3 clusters Score -3251208 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3251495.250000 Penalty: 3340.096680
	Iteration 4Q: 3 clusters Score -3251495 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3251794.250000 Penalty: 3340.096680
	Iteration 5Q: 3 clusters Score -3251794 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -3252196.000000 Penalty: 3340.096680
	Iteration 6Q: 3 clusters Score -3252196 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3252671.250000 Penalty: 3340.096680
	Iteration 7Q: 3 clusters Score -3252671 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -3253313.750000 Penalty: 3340.096680
	Iteration 8Q: 3 clusters Score -3253314 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3254154.500000 Penalty: 3340.096680
	Iteration 9Q: 3 clusters Score -3254154 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3255200.250000 Penalty: 3340.096680
	Iteration 10F: 3 clusters Score -3255200 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3256267.250000 Penalty: 3340.096680
	Iteration 11F: 3 clusters Score -3256267 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3257231.000000 Penalty: 3340.096680
	Iteration 12Q: 3 clusters Score -3257231 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3257903.500000 Penalty: 3340.096680
	Iteration 13Q: 3 clusters Score -3257904 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3258454.000000 Penalty: 3340.096680
	Iteration 14Q: 3 clusters Score -3258454 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3258922.500000 Penalty: 3340.096680
	Iteration 15Q: 3 clusters Score -3258922 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3259373.250000 Penalty: 3340.096680
	Iteration 16Q: 3 clusters Score -3259373 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3259780.500000 Penalty: 3340.096680
	Iteration 17Q: 3 clusters Score -3259780 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3260171.250000 Penalty: 3340.096680
	Iteration 18Q: 3 clusters Score -3260171 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3260467.250000 Penalty: 3340.096680
	Iteration 19Q: 3 clusters Score -3260467 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3260734.250000 Penalty: 3340.096680
	Iteration 20F: 3 clusters Score -3260734 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3260932.000000 Penalty: 3340.096680
	Iteration 21Q: 3 clusters Score -3260932 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3261092.500000 Penalty: 3340.096680
	Iteration 22Q: 3 clusters Score -3261092 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3261189.500000 Penalty: 3340.096680
	Iteration 23Q: 3 clusters Score -3261190 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -3261246.750000 Penalty: 3340.096680
	Iteration 24Q: 3 clusters Score -3261247 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3261305.000000 Penalty: 3340.096680
	Iteration 25Q: 3 clusters Score -3261305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -3261340.000000 Penalty: 3340.096680
	Iteration 26Q: 3 clusters Score -3261340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -3261364.500000 Penalty: 3340.096680
	Iteration 27Q: 3 clusters Score -3261364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3261392.250000 Penalty: 3340.096680
	Iteration 28Q: 3 clusters Score -3261392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3261406.250000 Penalty: 3340.096680
	Iteration 29Q: 3 clusters Score -3261406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -3261420.250000 Penalty: 3340.096680
	Iteration 30Q: 3 clusters Score -3261420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3261429.250000 Penalty: 3340.096680
	Iteration 31Q: 3 clusters Score -3261429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -3261438.500000 Penalty: 3340.096680
	Iteration 32Q: 3 clusters Score -3261438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3261440.750000 Penalty: 3340.096680
	Iteration 33Q: 3 clusters Score -3261441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3261443.750000 Penalty: 3340.096680
	Iteration 34Q: 3 clusters Score -3261444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3261451.750000 Penalty: 3340.096680
	Iteration 35Q: 3 clusters Score -3261452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3261451.750000 Penalty: 3340.096680
	Iteration 36F: 3 clusters Score -3261452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -579187.250000 Penalty: 1391.476318
	Iteration 0F: 2 clusters Score -579187.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -575059.937500 Penalty: 2782.952637
	Iteration 0F: 3 clusters Score -575059.9 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -576188.062500 Penalty: 2782.952637
	Iteration 1F: 3 clusters Score -576188.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -576369.250000 Penalty: 2782.952637
	Iteration 2F: 3 clusters Score -576369.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -576494.812500 Penalty: 2782.952637
	Iteration 3F: 3 clusters Score -576494.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -576572.687500 Penalty: 2782.952637
	Iteration 4Q: 3 clusters Score -576572.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -576626.437500 Penalty: 2782.952637
	Iteration 5Q: 3 clusters Score -576626.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -576674.000000 Penalty: 2782.952637
	Iteration 6Q: 3 clusters Score -576674 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -576712.500000 Penalty: 2782.952637
	Iteration 7Q: 3 clusters Score -576712.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -576741.687500 Penalty: 2782.952637
	Iteration 8Q: 3 clusters Score -576741.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -576766.750000 Penalty: 2782.952637
	Iteration 9Q: 3 clusters Score -576766.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -576794.187500 Penalty: 2782.952637
	Iteration 10Q: 3 clusters Score -576794.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -576811.125000 Penalty: 2782.952637
	Iteration 11Q: 3 clusters Score -576811.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -576827.187500 Penalty: 2782.952637
	Iteration 12Q: 3 clusters Score -576827.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -576843.625000 Penalty: 2782.952637
	Iteration 13Q: 3 clusters Score -576843.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -576859.250000 Penalty: 2782.952637
	Iteration 14Q: 3 clusters Score -576859.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -576878.500000 Penalty: 2782.952637
	Iteration 15Q: 3 clusters Score -576878.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -576897.000000 Penalty: 2782.952637
	Iteration 16Q: 3 clusters Score -576897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -576919.062500 Penalty: 2782.952637
	Iteration 17Q: 3 clusters Score -576919.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -576938.937500 Penalty: 2782.952637
	Iteration 18Q: 3 clusters Score -576938.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -576958.187500 Penalty: 2782.952637
	Iteration 19Q: 3 clusters Score -576958.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -576979.187500 Penalty: 2782.952637
	Iteration 20F: 3 clusters Score -576979.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -577001.375000 Penalty: 2782.952637
	Iteration 21Q: 3 clusters Score -577001.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -577032.250000 Penalty: 2782.952637
	Iteration 22Q: 3 clusters Score -577032.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -577067.875000 Penalty: 2782.952637
	Iteration 23Q: 3 clusters Score -577067.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -577108.937500 Penalty: 2782.952637
	Iteration 24Q: 3 clusters Score -577108.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -577156.250000 Penalty: 2782.952637
	Iteration 25Q: 3 clusters Score -577156.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -577220.250000 Penalty: 2782.952637
	Iteration 26Q: 3 clusters Score -577220.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -577290.250000 Penalty: 2782.952637
	Iteration 27Q: 3 clusters Score -577290.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -577357.375000 Penalty: 2782.952637
	Iteration 28Q: 3 clusters Score -577357.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -577424.062500 Penalty: 2782.952637
	Iteration 29Q: 3 clusters Score -577424.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -577495.750000 Penalty: 2782.952637
	Iteration 30Q: 3 clusters Score -577495.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -577559.812500 Penalty: 2782.952637
	Iteration 31Q: 3 clusters Score -577559.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -577614.500000 Penalty: 2782.952637
	Iteration 32Q: 3 clusters Score -577614.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -577659.000000 Penalty: 2782.952637
	Iteration 33Q: 3 clusters Score -577659 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -577701.312500 Penalty: 2782.952637
	Iteration 34Q: 3 clusters Score -577701.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -577752.375000 Penalty: 2782.952637
	Iteration 35Q: 3 clusters Score -577752.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -577805.937500 Penalty: 2782.952637
	Iteration 36Q: 3 clusters Score -577805.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -577848.375000 Penalty: 2782.952637
	Iteration 37Q: 3 clusters Score -577848.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -577888.062500 Penalty: 2782.952637
	Iteration 38Q: 3 clusters Score -577888.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -577913.625000 Penalty: 2782.952637
	Iteration 39Q: 3 clusters Score -577913.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -577936.937500 Penalty: 2782.952637
	Iteration 40F: 3 clusters Score -577936.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -577952.937500 Penalty: 2782.952637
	Iteration 41Q: 3 clusters Score -577952.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -577964.625000 Penalty: 2782.952637
	Iteration 42Q: 3 clusters Score -577964.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -577979.312500 Penalty: 2782.952637
	Iteration 43Q: 3 clusters Score -577979.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -577989.250000 Penalty: 2782.952637
	Iteration 44Q: 3 clusters Score -577989.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -577997.750000 Penalty: 2782.952637
	Iteration 45Q: 3 clusters Score -577997.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -578005.687500 Penalty: 2782.952637
	Iteration 46Q: 3 clusters Score -578005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -578013.562500 Penalty: 2782.952637
	Iteration 47Q: 3 clusters Score -578013.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -578017.062500 Penalty: 2782.952637
	Iteration 48Q: 3 clusters Score -578017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -578021.000000 Penalty: 2782.952637
	Iteration 49Q: 3 clusters Score -578021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -578022.812500 Penalty: 2782.952637
	Iteration 50Q: 3 clusters Score -578022.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -578024.937500 Penalty: 2782.952637
	Iteration 51Q: 3 clusters Score -578024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -578025.812500 Penalty: 2782.952637
	Iteration 52Q: 3 clusters Score -578025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -578029.312500 Penalty: 2782.952637
	Iteration 53Q: 3 clusters Score -578029.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -578030.937500 Penalty: 2782.952637
	Iteration 54Q: 3 clusters Score -578030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -578032.437500 Penalty: 2782.952637
	Iteration 55Q: 3 clusters Score -578032.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -578036.250000 Penalty: 2782.952637
	Iteration 56Q: 3 clusters Score -578036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -578037.875000 Penalty: 2782.952637
	Iteration 57Q: 3 clusters Score -578037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -578038.812500 Penalty: 2782.952637
	Iteration 58Q: 3 clusters Score -578038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -578039.437500 Penalty: 2782.952637
	Iteration 59Q: 3 clusters Score -578039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -578040.062500 Penalty: 2782.952637
	Iteration 60F: 3 clusters Score -578040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -578040.375000 Penalty: 2782.952637
	Iteration 61Q: 3 clusters Score -578040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -578040.312500 Penalty: 2782.952637
	Iteration 62Q: 3 clusters Score -578040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -578040.312500 Penalty: 2782.952637
	Iteration 63F: 3 clusters Score -578040.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Entering Unmasked Estep 
Score: -1285211.625000 Penalty: 1515.429688
	Iteration 0F: 2 clusters Score -1285212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1277337.125000 Penalty: 3030.859375
	Iteration 0F: 3 clusters Score -1277337 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1279844.000000 Penalty: 3030.859375
	Iteration 1F: 3 clusters Score -1279844 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1280190.000000 Penalty: 3030.859375
	Iteration 2F: 3 clusters Score -1280190 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1280608.250000 Penalty: 3030.859375
	Iteration 3F: 3 clusters Score -1280608 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1281237.250000 Penalty: 3030.859375
	Iteration 4F: 3 clusters Score -1281237 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1282112.750000 Penalty: 3030.859375
	Iteration 5F: 3 clusters Score -1282113 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1282924.750000 Penalty: 3030.859375
	Iteration 6F: 3 clusters Score -1282925 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1283557.625000 Penalty: 3030.859375
	Iteration 7F: 3 clusters Score -1283558 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1284036.375000 Penalty: 3030.859375
	Iteration 8Q: 3 clusters Score -1284036 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1284365.875000 Penalty: 3030.859375
	Iteration 9Q: 3 clusters Score -1284366 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1284606.500000 Penalty: 3030.859375
	Iteration 10Q: 3 clusters Score -1284606 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1284786.875000 Penalty: 3030.859375
	Iteration 11Q: 3 clusters Score -1284787 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1284913.500000 Penalty: 3030.859375
	Iteration 12Q: 3 clusters Score -1284914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1284966.500000 Penalty: 3030.859375
	Iteration 13Q: 3 clusters Score -1284966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1284985.500000 Penalty: 3030.859375
	Iteration 14Q: 3 clusters Score -1284986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1284993.125000 Penalty: 3030.859375
	Iteration 15Q: 3 clusters Score -1284993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1284997.000000 Penalty: 3030.859375
	Iteration 16Q: 3 clusters Score -1284997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1284997.250000 Penalty: 3030.859375
	Iteration 17Q: 3 clusters Score -1284997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1284997.750000 Penalty: 3030.859375
	Iteration 18Q: 3 clusters Score -1284998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1284999.125000 Penalty: 3030.859375
	Iteration 19Q: 3 clusters Score -1284999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1284999.125000 Penalty: 3030.859375
	Iteration 20F: 3 clusters Score -1284999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (115670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115670 members 
Entering Unmasked Estep 
Score: -13540124.000000 Penalty: 1894.505737
	Iteration 0F: 2 clusters Score -1.354012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -13468504.000000 Penalty: 3789.011475
	Iteration 0F: 3 clusters Score -1.34685e+07 nChanged 55650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -13501343.000000 Penalty: 3789.011475
	Iteration 1F: 3 clusters Score -1.350134e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -13502584.000000 Penalty: 3789.011475
	Iteration 2Q: 3 clusters Score -1.350258e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -13504778.000000 Penalty: 3789.011475
	Iteration 3Q: 3 clusters Score -1.350478e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 74381 members 
Entering Unmasked Estep 
Score: -13508220.000000 Penalty: 3789.011475
	Iteration 4F: 3 clusters Score -1.350822e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -13513168.000000 Penalty: 3789.011475
	Iteration 5F: 3 clusters Score -1.351317e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -13518941.000000 Penalty: 3789.011475
	Iteration 6F: 3 clusters Score -1.351894e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -13524138.000000 Penalty: 3789.011475
	Iteration 7F: 3 clusters Score -1.352414e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 99799 members 
Entering Unmasked Estep 
Score: -13528039.000000 Penalty: 3789.011475
	Iteration 8Q: 3 clusters Score -1.352804e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 102748 members 
Entering Unmasked Estep 
Score: -13531036.000000 Penalty: 3789.011475
	Iteration 9Q: 3 clusters Score -1.353104e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -13533005.000000 Penalty: 3789.011475
	Iteration 10Q: 3 clusters Score -1.3533e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 106914 members 
Entering Unmasked Estep 
Score: -13534322.000000 Penalty: 3789.011475
	Iteration 11Q: 3 clusters Score -1.353432e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 108550 members 
Entering Unmasked Estep 
Score: -13535339.000000 Penalty: 3789.011475
	Iteration 12Q: 3 clusters Score -1.353534e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -13536202.000000 Penalty: 3789.011475
	Iteration 13Q: 3 clusters Score -1.35362e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 111220 members 
Entering Unmasked Estep 
Score: -13536815.000000 Penalty: 3789.011475
	Iteration 14Q: 3 clusters Score -1.353682e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 112215 members 
Entering Unmasked Estep 
Score: -13537321.000000 Penalty: 3789.011475
	Iteration 15Q: 3 clusters Score -1.353732e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 112987 members 
Entering Unmasked Estep 
Score: -13537595.000000 Penalty: 3789.011475
	Iteration 16Q: 3 clusters Score -1.35376e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 113585 members 
Entering Unmasked Estep 
Score: -13537839.000000 Penalty: 3789.011475
	Iteration 17Q: 3 clusters Score -1.353784e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 114042 members 
Entering Unmasked Estep 
Score: -13537998.000000 Penalty: 3789.011475
	Iteration 18Q: 3 clusters Score -1.3538e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 114362 members 
Entering Unmasked Estep 
Score: -13538188.000000 Penalty: 3789.011475
	Iteration 19Q: 3 clusters Score -1.353819e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 114590 members 
Entering Unmasked Estep 
Score: -13538271.000000 Penalty: 3789.011475
	Iteration 20F: 3 clusters Score -1.353827e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 114731 members 
Entering Unmasked Estep 
Score: -13538390.000000 Penalty: 3789.011475
	Iteration 21Q: 3 clusters Score -1.353839e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 114820 members 
Entering Unmasked Estep 
Score: -13538432.000000 Penalty: 3789.011475
	Iteration 22Q: 3 clusters Score -1.353843e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -13538459.000000 Penalty: 3789.011475
	Iteration 23Q: 3 clusters Score -1.353846e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 114922 members 
Entering Unmasked Estep 
Score: -13538499.000000 Penalty: 3789.011475
	Iteration 24Q: 3 clusters Score -1.35385e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 114967 members 
Entering Unmasked Estep 
Score: -13538496.000000 Penalty: 3789.011475
	Iteration 25Q: 3 clusters Score -1.35385e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 114993 members 
Entering Unmasked Estep 
Score: -13538505.000000 Penalty: 3789.011475
	Iteration 26Q: 3 clusters Score -1.35385e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -13538536.000000 Penalty: 3789.011475
	Iteration 27Q: 3 clusters Score -1.353854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -13538535.000000 Penalty: 3789.011475
	Iteration 28Q: 3 clusters Score -1.353854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 115048 members 
Entering Unmasked Estep 
Score: -13538554.000000 Penalty: 3789.011475
	Iteration 29Q: 3 clusters Score -1.353855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 115058 members 
Entering Unmasked Estep 
Score: -13538566.000000 Penalty: 3789.011475
	Iteration 30Q: 3 clusters Score -1.353857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -13538569.000000 Penalty: 3789.011475
	Iteration 31Q: 3 clusters Score -1.353857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -13538566.000000 Penalty: 3789.011475
	Iteration 32Q: 3 clusters Score -1.353857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 115066 members 
Entering Unmasked Estep 
Score: -13538566.000000 Penalty: 3789.011475
	Iteration 33F: 3 clusters Score -1.353857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -395633.937500 Penalty: 1321.993896
	Iteration 0F: 2 clusters Score -395633.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -392646.906250 Penalty: 2643.987793
	Iteration 0F: 3 clusters Score -392646.9 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -393410.218750 Penalty: 2643.987793
	Iteration 1F: 3 clusters Score -393410.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -393566.625000 Penalty: 2643.987793
	Iteration 2F: 3 clusters Score -393566.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -393677.687500 Penalty: 2643.987793
	Iteration 3F: 3 clusters Score -393677.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -393765.062500 Penalty: 2643.987793
	Iteration 4Q: 3 clusters Score -393765.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -393825.468750 Penalty: 2643.987793
	Iteration 5Q: 3 clusters Score -393825.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -393869.656250 Penalty: 2643.987793
	Iteration 6Q: 3 clusters Score -393869.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -393915.031250 Penalty: 2643.987793
	Iteration 7Q: 3 clusters Score -393915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -393976.406250 Penalty: 2643.987793
	Iteration 8Q: 3 clusters Score -393976.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -394035.843750 Penalty: 2643.987793
	Iteration 9Q: 3 clusters Score -394035.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -394094.968750 Penalty: 2643.987793
	Iteration 10Q: 3 clusters Score -394095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -394147.812500 Penalty: 2643.987793
	Iteration 11Q: 3 clusters Score -394147.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -394192.375000 Penalty: 2643.987793
	Iteration 12Q: 3 clusters Score -394192.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -394233.156250 Penalty: 2643.987793
	Iteration 13Q: 3 clusters Score -394233.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -394281.593750 Penalty: 2643.987793
	Iteration 14Q: 3 clusters Score -394281.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -394315.000000 Penalty: 2643.987793
	Iteration 15Q: 3 clusters Score -394315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -394359.343750 Penalty: 2643.987793
	Iteration 16Q: 3 clusters Score -394359.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -394390.968750 Penalty: 2643.987793
	Iteration 17Q: 3 clusters Score -394391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -394422.250000 Penalty: 2643.987793
	Iteration 18Q: 3 clusters Score -394422.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -394448.312500 Penalty: 2643.987793
	Iteration 19Q: 3 clusters Score -394448.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -394469.937500 Penalty: 2643.987793
	Iteration 20F: 3 clusters Score -394469.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -394493.687500 Penalty: 2643.987793
	Iteration 21Q: 3 clusters Score -394493.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -394514.375000 Penalty: 2643.987793
	Iteration 22Q: 3 clusters Score -394514.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -394527.593750 Penalty: 2643.987793
	Iteration 23Q: 3 clusters Score -394527.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -394551.718750 Penalty: 2643.987793
	Iteration 24Q: 3 clusters Score -394551.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -394574.312500 Penalty: 2643.987793
	Iteration 25Q: 3 clusters Score -394574.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -394589.968750 Penalty: 2643.987793
	Iteration 26Q: 3 clusters Score -394590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -394604.812500 Penalty: 2643.987793
	Iteration 27Q: 3 clusters Score -394604.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -394622.093750 Penalty: 2643.987793
	Iteration 28Q: 3 clusters Score -394622.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -394639.031250 Penalty: 2643.987793
	Iteration 29Q: 3 clusters Score -394639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -394662.312500 Penalty: 2643.987793
	Iteration 30Q: 3 clusters Score -394662.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -394686.875000 Penalty: 2643.987793
	Iteration 31Q: 3 clusters Score -394686.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -394710.375000 Penalty: 2643.987793
	Iteration 32Q: 3 clusters Score -394710.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -394720.531250 Penalty: 2643.987793
	Iteration 33Q: 3 clusters Score -394720.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -394726.562500 Penalty: 2643.987793
	Iteration 34Q: 3 clusters Score -394726.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -394732.937500 Penalty: 2643.987793
	Iteration 35Q: 3 clusters Score -394732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -394738.156250 Penalty: 2643.987793
	Iteration 36Q: 3 clusters Score -394738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -394743.000000 Penalty: 2643.987793
	Iteration 37Q: 3 clusters Score -394743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -394746.000000 Penalty: 2643.987793
	Iteration 38Q: 3 clusters Score -394746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -394750.250000 Penalty: 2643.987793
	Iteration 39Q: 3 clusters Score -394750.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -394754.593750 Penalty: 2643.987793
	Iteration 40F: 3 clusters Score -394754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -394757.718750 Penalty: 2643.987793
	Iteration 41Q: 3 clusters Score -394757.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -394759.437500 Penalty: 2643.987793
	Iteration 42Q: 3 clusters Score -394759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -394759.968750 Penalty: 2643.987793
	Iteration 43Q: 3 clusters Score -394760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -394759.968750 Penalty: 2643.987793
	Iteration 44F: 3 clusters Score -394760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Entering Unmasked Estep 
Score: -11410592.000000 Penalty: 1867.316772
	Iteration 0F: 2 clusters Score -1.141059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -11348352.000000 Penalty: 3734.633545
	Iteration 0F: 3 clusters Score -1.134835e+07 nChanged 46830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -11375545.000000 Penalty: 3734.633545
	Iteration 1F: 3 clusters Score -1.137554e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -11376775.000000 Penalty: 3734.633545
	Iteration 2Q: 3 clusters Score -1.137678e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -11379152.000000 Penalty: 3734.633545
	Iteration 3Q: 3 clusters Score -1.137915e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -11382643.000000 Penalty: 3734.633545
	Iteration 4F: 3 clusters Score -1.138264e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -11388006.000000 Penalty: 3734.633545
	Iteration 5F: 3 clusters Score -1.138801e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -11394825.000000 Penalty: 3734.633545
	Iteration 6F: 3 clusters Score -1.139482e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -11401448.000000 Penalty: 3734.633545
	Iteration 7F: 3 clusters Score -1.140145e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -11405847.000000 Penalty: 3734.633545
	Iteration 8Q: 3 clusters Score -1.140585e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -11407950.000000 Penalty: 3734.633545
	Iteration 9Q: 3 clusters Score -1.140795e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -11408976.000000 Penalty: 3734.633545
	Iteration 10Q: 3 clusters Score -1.140898e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88737 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -11409405.000000 Penalty: 3734.633545
	Iteration 11Q: 3 clusters Score -1.14094e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -11409635.000000 Penalty: 3734.633545
	Iteration 12Q: 3 clusters Score -1.140964e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -11409815.000000 Penalty: 3734.633545
	Iteration 13Q: 3 clusters Score -1.140982e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91908 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -11409924.000000 Penalty: 3734.633545
	Iteration 14Q: 3 clusters Score -1.140992e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -11409982.000000 Penalty: 3734.633545
	Iteration 15Q: 3 clusters Score -1.140998e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93291 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -11410018.000000 Penalty: 3734.633545
	Iteration 16Q: 3 clusters Score -1.141002e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -11410076.000000 Penalty: 3734.633545
	Iteration 17Q: 3 clusters Score -1.141008e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94238 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -11410109.000000 Penalty: 3734.633545
	Iteration 18Q: 3 clusters Score -1.141011e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94608 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -11410083.000000 Penalty: 3734.633545
	Iteration 19Q: 3 clusters Score -1.141008e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94914 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -11410075.000000 Penalty: 3734.633545
	Iteration 20F: 3 clusters Score -1.141008e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95139 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -11410100.000000 Penalty: 3734.633545
	Iteration 21Q: 3 clusters Score -1.14101e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95335 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -11410109.000000 Penalty: 3734.633545
	Iteration 22Q: 3 clusters Score -1.141011e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -11410123.000000 Penalty: 3734.633545
	Iteration 23Q: 3 clusters Score -1.141012e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95637 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -11410110.000000 Penalty: 3734.633545
	Iteration 24Q: 3 clusters Score -1.141011e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -11410148.000000 Penalty: 3734.633545
	Iteration 25Q: 3 clusters Score -1.141015e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -11410132.000000 Penalty: 3734.633545
	Iteration 26Q: 3 clusters Score -1.141013e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95851 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -11410123.000000 Penalty: 3734.633545
	Iteration 27Q: 3 clusters Score -1.141012e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -11410121.000000 Penalty: 3734.633545
	Iteration 28Q: 3 clusters Score -1.141012e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -11410116.000000 Penalty: 3734.633545
	Iteration 29Q: 3 clusters Score -1.141012e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95959 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -11410109.000000 Penalty: 3734.633545
	Iteration 30Q: 3 clusters Score -1.141011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -11410108.000000 Penalty: 3734.633545
	Iteration 31Q: 3 clusters Score -1.141011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -11410089.000000 Penalty: 3734.633545
	Iteration 32Q: 3 clusters Score -1.141009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -11410085.000000 Penalty: 3734.633545
	Iteration 33Q: 3 clusters Score -1.141008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -11410081.000000 Penalty: 3734.633545
	Iteration 34Q: 3 clusters Score -1.141008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11410085.000000 Penalty: 3734.633545
	Iteration 35Q: 3 clusters Score -1.141008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -11410079.000000 Penalty: 3734.633545
	Iteration 36Q: 3 clusters Score -1.141008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -11410085.000000 Penalty: 3734.633545
	Iteration 37Q: 3 clusters Score -1.141008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96065 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -11410078.000000 Penalty: 3734.633545
	Iteration 38Q: 3 clusters Score -1.141008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -11410075.000000 Penalty: 3734.633545
	Iteration 39Q: 3 clusters Score -1.141008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -11410077.000000 Penalty: 3734.633545
	Iteration 40F: 3 clusters Score -1.141008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -11410080.000000 Penalty: 3734.633545
	Iteration 41Q: 3 clusters Score -1.141008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -11410080.000000 Penalty: 3734.633545
	Iteration 42F: 3 clusters Score -1.141008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Entering Unmasked Estep 
Score: -2957002.250000 Penalty: 1648.080200
	Iteration 0F: 2 clusters Score -2957002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2940018.000000 Penalty: 3296.160400
	Iteration 0F: 3 clusters Score -2940018 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2946332.500000 Penalty: 3296.160400
	Iteration 1F: 3 clusters Score -2946332 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2946759.000000 Penalty: 3296.160400
	Iteration 2Q: 3 clusters Score -2946759 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2947274.750000 Penalty: 3296.160400
	Iteration 3Q: 3 clusters Score -2947275 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2947888.250000 Penalty: 3296.160400
	Iteration 4Q: 3 clusters Score -2947888 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2948689.500000 Penalty: 3296.160400
	Iteration 5F: 3 clusters Score -2948690 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2949608.750000 Penalty: 3296.160400
	Iteration 6F: 3 clusters Score -2949609 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2950540.500000 Penalty: 3296.160400
	Iteration 7F: 3 clusters Score -2950540 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2951436.250000 Penalty: 3296.160400
	Iteration 8F: 3 clusters Score -2951436 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2952237.750000 Penalty: 3296.160400
	Iteration 9F: 3 clusters Score -2952238 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2952912.000000 Penalty: 3296.160400
	Iteration 10Q: 3 clusters Score -2952912 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2953424.750000 Penalty: 3296.160400
	Iteration 11Q: 3 clusters Score -2953425 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2953801.250000 Penalty: 3296.160400
	Iteration 12Q: 3 clusters Score -2953801 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2954089.250000 Penalty: 3296.160400
	Iteration 13Q: 3 clusters Score -2954089 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2954321.750000 Penalty: 3296.160400
	Iteration 14Q: 3 clusters Score -2954322 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2954520.250000 Penalty: 3296.160400
	Iteration 15Q: 3 clusters Score -2954520 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2954700.000000 Penalty: 3296.160400
	Iteration 16Q: 3 clusters Score -2954700 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2954852.250000 Penalty: 3296.160400
	Iteration 17Q: 3 clusters Score -2954852 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2954985.500000 Penalty: 3296.160400
	Iteration 18Q: 3 clusters Score -2954986 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2955104.250000 Penalty: 3296.160400
	Iteration 19Q: 3 clusters Score -2955104 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2955240.500000 Penalty: 3296.160400
	Iteration 20F: 3 clusters Score -2955240 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2955352.000000 Penalty: 3296.160400
	Iteration 21Q: 3 clusters Score -2955352 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2955475.500000 Penalty: 3296.160400
	Iteration 22Q: 3 clusters Score -2955476 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2955583.500000 Penalty: 3296.160400
	Iteration 23Q: 3 clusters Score -2955584 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2955695.250000 Penalty: 3296.160400
	Iteration 24Q: 3 clusters Score -2955695 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2955804.500000 Penalty: 3296.160400
	Iteration 25Q: 3 clusters Score -2955804 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2955916.500000 Penalty: 3296.160400
	Iteration 26Q: 3 clusters Score -2955916 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2956021.000000 Penalty: 3296.160400
	Iteration 27Q: 3 clusters Score -2956021 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2956090.000000 Penalty: 3296.160400
	Iteration 28Q: 3 clusters Score -2956090 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2956177.250000 Penalty: 3296.160400
	Iteration 29Q: 3 clusters Score -2956177 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2956246.000000 Penalty: 3296.160400
	Iteration 30Q: 3 clusters Score -2956246 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2956295.750000 Penalty: 3296.160400
	Iteration 31Q: 3 clusters Score -2956296 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2956340.500000 Penalty: 3296.160400
	Iteration 32Q: 3 clusters Score -2956340 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2956399.750000 Penalty: 3296.160400
	Iteration 33Q: 3 clusters Score -2956400 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2956430.250000 Penalty: 3296.160400
	Iteration 34Q: 3 clusters Score -2956430 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2956457.000000 Penalty: 3296.160400
	Iteration 35Q: 3 clusters Score -2956457 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2956467.750000 Penalty: 3296.160400
	Iteration 36Q: 3 clusters Score -2956468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2956493.750000 Penalty: 3296.160400
	Iteration 37Q: 3 clusters Score -2956494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2956510.750000 Penalty: 3296.160400
	Iteration 38Q: 3 clusters Score -2956511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2956520.000000 Penalty: 3296.160400
	Iteration 39Q: 3 clusters Score -2956520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2956532.500000 Penalty: 3296.160400
	Iteration 40F: 3 clusters Score -2956532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2956538.750000 Penalty: 3296.160400
	Iteration 41Q: 3 clusters Score -2956539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2956542.000000 Penalty: 3296.160400
	Iteration 42Q: 3 clusters Score -2956542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2956552.500000 Penalty: 3296.160400
	Iteration 43Q: 3 clusters Score -2956552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2956553.250000 Penalty: 3296.160400
	Iteration 44Q: 3 clusters Score -2956553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2956544.750000 Penalty: 3296.160400
	Iteration 45Q: 3 clusters Score -2956545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2956550.500000 Penalty: 3296.160400
	Iteration 46Q: 3 clusters Score -2956550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2956550.250000 Penalty: 3296.160400
	Iteration 47Q: 3 clusters Score -2956550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2956552.000000 Penalty: 3296.160400
	Iteration 48Q: 3 clusters Score -2956552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2956551.750000 Penalty: 3296.160400
	Iteration 49Q: 3 clusters Score -2956552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2956551.750000 Penalty: 3296.160400
	Iteration 50F: 3 clusters Score -2956552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -11564.380859 Penalty: 797.107178
	Iteration 0F: 2 clusters Score -11564.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10956.058594 Penalty: 1594.214355
	Iteration 0F: 3 clusters Score -10956.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11015.936523 Penalty: 1594.214355
	Iteration 1F: 3 clusters Score -11015.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11017.664062 Penalty: 1594.214355
	Iteration 2Q: 3 clusters Score -11017.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11017.664062 Penalty: 1594.214355
	Iteration 3F: 3 clusters Score -11017.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Entering Unmasked Estep 
Score: -4115017.500000 Penalty: 1702.628052
	Iteration 0F: 2 clusters Score -4115018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -4091253.250000 Penalty: 3405.256104
	Iteration 0F: 3 clusters Score -4091253 nChanged 16452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4100126.000000 Penalty: 3405.256104
	Iteration 1F: 3 clusters Score -4100126 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -4100557.750000 Penalty: 3405.256104
	Iteration 2Q: 3 clusters Score -4100558 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4101049.750000 Penalty: 3405.256104
	Iteration 3Q: 3 clusters Score -4101050 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -4101779.250000 Penalty: 3405.256104
	Iteration 4Q: 3 clusters Score -4101779 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -4102774.000000 Penalty: 3405.256104
	Iteration 5F: 3 clusters Score -4102774 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -4104016.000000 Penalty: 3405.256104
	Iteration 6F: 3 clusters Score -4104016 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4105638.500000 Penalty: 3405.256104
	Iteration 7F: 3 clusters Score -4105638 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4107536.000000 Penalty: 3405.256104
	Iteration 8F: 3 clusters Score -4107536 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -4109312.500000 Penalty: 3405.256104
	Iteration 9F: 3 clusters Score -4109312 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4110825.250000 Penalty: 3405.256104
	Iteration 10Q: 3 clusters Score -4110825 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4111821.000000 Penalty: 3405.256104
	Iteration 11Q: 3 clusters Score -4111821 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4112478.250000 Penalty: 3405.256104
	Iteration 12Q: 3 clusters Score -4112478 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4112881.500000 Penalty: 3405.256104
	Iteration 13Q: 3 clusters Score -4112882 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4113111.000000 Penalty: 3405.256104
	Iteration 14Q: 3 clusters Score -4113111 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4113267.000000 Penalty: 3405.256104
	Iteration 15Q: 3 clusters Score -4113267 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4113370.250000 Penalty: 3405.256104
	Iteration 16Q: 3 clusters Score -4113370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4113444.000000 Penalty: 3405.256104
	Iteration 17Q: 3 clusters Score -4113444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4113497.750000 Penalty: 3405.256104
	Iteration 18Q: 3 clusters Score -4113498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4113527.750000 Penalty: 3405.256104
	Iteration 19Q: 3 clusters Score -4113528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4113546.750000 Penalty: 3405.256104
	Iteration 20F: 3 clusters Score -4113547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4113545.000000 Penalty: 3405.256104
	Iteration 21Q: 3 clusters Score -4113545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4113550.500000 Penalty: 3405.256104
	Iteration 22Q: 3 clusters Score -4113550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4113549.000000 Penalty: 3405.256104
	Iteration 23Q: 3 clusters Score -4113549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4113546.750000 Penalty: 3405.256104
	Iteration 24Q: 3 clusters Score -4113547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4113546.750000 Penalty: 3405.256104
	Iteration 25F: 3 clusters Score -4113547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Entering Unmasked Estep 
Score: -3069070.000000 Penalty: 1650.462891
	Iteration 0F: 2 clusters Score -3069070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3051678.000000 Penalty: 3300.925781
	Iteration 0F: 3 clusters Score -3051678 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3058189.750000 Penalty: 3300.925781
	Iteration 1F: 3 clusters Score -3058190 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3058770.000000 Penalty: 3300.925781
	Iteration 2F: 3 clusters Score -3058770 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3059606.500000 Penalty: 3300.925781
	Iteration 3F: 3 clusters Score -3059606 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3060839.750000 Penalty: 3300.925781
	Iteration 4F: 3 clusters Score -3060840 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3062505.750000 Penalty: 3300.925781
	Iteration 5F: 3 clusters Score -3062506 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3064459.250000 Penalty: 3300.925781
	Iteration 6F: 3 clusters Score -3064459 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3066109.500000 Penalty: 3300.925781
	Iteration 7F: 3 clusters Score -3066110 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3067005.000000 Penalty: 3300.925781
	Iteration 8Q: 3 clusters Score -3067005 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3067378.250000 Penalty: 3300.925781
	Iteration 9Q: 3 clusters Score -3067378 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3067502.250000 Penalty: 3300.925781
	Iteration 10Q: 3 clusters Score -3067502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3067572.000000 Penalty: 3300.925781
	Iteration 11Q: 3 clusters Score -3067572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3067594.000000 Penalty: 3300.925781
	Iteration 12Q: 3 clusters Score -3067594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3067603.000000 Penalty: 3300.925781
	Iteration 13Q: 3 clusters Score -3067603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3067614.750000 Penalty: 3300.925781
	Iteration 14Q: 3 clusters Score -3067615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3067622.250000 Penalty: 3300.925781
	Iteration 15Q: 3 clusters Score -3067622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3067624.500000 Penalty: 3300.925781
	Iteration 16Q: 3 clusters Score -3067624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3067633.500000 Penalty: 3300.925781
	Iteration 17Q: 3 clusters Score -3067634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3067636.250000 Penalty: 3300.925781
	Iteration 18Q: 3 clusters Score -3067636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3067641.250000 Penalty: 3300.925781
	Iteration 19Q: 3 clusters Score -3067641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3067641.250000 Penalty: 3300.925781
	Iteration 20F: 3 clusters Score -3067641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Entering Unmasked Estep 
Score: -1631614.625000 Penalty: 1550.938721
	Iteration 0F: 2 clusters Score -1631615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1621958.500000 Penalty: 3101.877441
	Iteration 0F: 3 clusters Score -1621958 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1625160.000000 Penalty: 3101.877441
	Iteration 1F: 3 clusters Score -1625160 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1625425.500000 Penalty: 3101.877441
	Iteration 2F: 3 clusters Score -1625426 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1625655.375000 Penalty: 3101.877441
	Iteration 3Q: 3 clusters Score -1625655 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1625891.750000 Penalty: 3101.877441
	Iteration 4Q: 3 clusters Score -1625892 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1626175.625000 Penalty: 3101.877441
	Iteration 5Q: 3 clusters Score -1626176 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1626542.875000 Penalty: 3101.877441
	Iteration 6Q: 3 clusters Score -1626543 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1627052.750000 Penalty: 3101.877441
	Iteration 7F: 3 clusters Score -1627053 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1627675.000000 Penalty: 3101.877441
	Iteration 8F: 3 clusters Score -1627675 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1628359.375000 Penalty: 3101.877441
	Iteration 9F: 3 clusters Score -1628359 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1628939.500000 Penalty: 3101.877441
	Iteration 10Q: 3 clusters Score -1628940 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1629310.000000 Penalty: 3101.877441
	Iteration 11Q: 3 clusters Score -1629310 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1629503.375000 Penalty: 3101.877441
	Iteration 12Q: 3 clusters Score -1629503 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1629636.500000 Penalty: 3101.877441
	Iteration 13Q: 3 clusters Score -1629636 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1629763.250000 Penalty: 3101.877441
	Iteration 14Q: 3 clusters Score -1629763 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1629863.750000 Penalty: 3101.877441
	Iteration 15Q: 3 clusters Score -1629864 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1629930.500000 Penalty: 3101.877441
	Iteration 16Q: 3 clusters Score -1629930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1629985.125000 Penalty: 3101.877441
	Iteration 17Q: 3 clusters Score -1629985 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1630022.250000 Penalty: 3101.877441
	Iteration 18Q: 3 clusters Score -1630022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1630052.125000 Penalty: 3101.877441
	Iteration 19Q: 3 clusters Score -1630052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1630073.625000 Penalty: 3101.877441
	Iteration 20F: 3 clusters Score -1630074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1630093.500000 Penalty: 3101.877441
	Iteration 21Q: 3 clusters Score -1630094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1630105.250000 Penalty: 3101.877441
	Iteration 22Q: 3 clusters Score -1630105 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1630109.750000 Penalty: 3101.877441
	Iteration 23Q: 3 clusters Score -1630110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1630113.500000 Penalty: 3101.877441
	Iteration 24Q: 3 clusters Score -1630114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1630122.125000 Penalty: 3101.877441
	Iteration 25Q: 3 clusters Score -1630122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1630125.875000 Penalty: 3101.877441
	Iteration 26Q: 3 clusters Score -1630126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1630129.875000 Penalty: 3101.877441
	Iteration 27Q: 3 clusters Score -1630130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1630133.250000 Penalty: 3101.877441
	Iteration 28Q: 3 clusters Score -1630133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1630132.125000 Penalty: 3101.877441
	Iteration 29Q: 3 clusters Score -1630132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1630131.000000 Penalty: 3101.877441
	Iteration 30Q: 3 clusters Score -1630131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1630131.125000 Penalty: 3101.877441
	Iteration 31Q: 3 clusters Score -1630131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1630135.000000 Penalty: 3101.877441
	Iteration 32Q: 3 clusters Score -1630135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1630135.750000 Penalty: 3101.877441
	Iteration 33Q: 3 clusters Score -1630136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1630137.875000 Penalty: 3101.877441
	Iteration 34Q: 3 clusters Score -1630138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1630139.750000 Penalty: 3101.877441
	Iteration 35Q: 3 clusters Score -1630140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1630137.875000 Penalty: 3101.877441
	Iteration 36Q: 3 clusters Score -1630138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1630139.500000 Penalty: 3101.877441
	Iteration 37Q: 3 clusters Score -1630140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1630140.875000 Penalty: 3101.877441
	Iteration 38Q: 3 clusters Score -1630141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1630142.000000 Penalty: 3101.877441
	Iteration 39Q: 3 clusters Score -1630142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1630142.000000 Penalty: 3101.877441
	Iteration 40F: 3 clusters Score -1630142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1630139.875000 Penalty: 3101.877441
	Iteration 41Q: 3 clusters Score -1630140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1630145.875000 Penalty: 3101.877441
	Iteration 42Q: 3 clusters Score -1630146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1630146.625000 Penalty: 3101.877441
	Iteration 43Q: 3 clusters Score -1630147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1630147.125000 Penalty: 3101.877441
	Iteration 44Q: 3 clusters Score -1630147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1630151.750000 Penalty: 3101.877441
	Iteration 45Q: 3 clusters Score -1630152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1630152.375000 Penalty: 3101.877441
	Iteration 46Q: 3 clusters Score -1630152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1630151.750000 Penalty: 3101.877441
	Iteration 47Q: 3 clusters Score -1630152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1630154.125000 Penalty: 3101.877441
	Iteration 48Q: 3 clusters Score -1630154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1630159.125000 Penalty: 3101.877441
	Iteration 49Q: 3 clusters Score -1630159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1630160.250000 Penalty: 3101.877441
	Iteration 50Q: 3 clusters Score -1630160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1630161.625000 Penalty: 3101.877441
	Iteration 51Q: 3 clusters Score -1630162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1630161.375000 Penalty: 3101.877441
	Iteration 52Q: 3 clusters Score -1630161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1630161.875000 Penalty: 3101.877441
	Iteration 53Q: 3 clusters Score -1630162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1630160.125000 Penalty: 3101.877441
	Iteration 54Q: 3 clusters Score -1630160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1630161.250000 Penalty: 3101.877441
	Iteration 55Q: 3 clusters Score -1630161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1630161.250000 Penalty: 3101.877441
	Iteration 56F: 3 clusters Score -1630161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -43550.320312 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -43550.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42590.988281 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -42590.99 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42820.679688 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -42820.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42910.093750 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -42910.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42943.375000 Penalty: 1974.487427
	Iteration 3F: 3 clusters Score -42943.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43004.765625 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -43004.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43051.800781 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -43051.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43082.382812 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -43082.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43151.074219 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -43151.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43236.320312 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -43236.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43270.777344 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -43270.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43301.617188 Penalty: 1974.487427
	Iteration 10Q: 3 clusters Score -43301.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43310.617188 Penalty: 1974.487427
	Iteration 11Q: 3 clusters Score -43310.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43314.058594 Penalty: 1974.487427
	Iteration 12Q: 3 clusters Score -43314.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43315.003906 Penalty: 1974.487427
	Iteration 13Q: 3 clusters Score -43315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43315.003906 Penalty: 1974.487427
	Iteration 14F: 3 clusters Score -43315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Entering Unmasked Estep 
Score: -1913067.375000 Penalty: 1577.898682
	Iteration 0F: 2 clusters Score -1913067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1901765.125000 Penalty: 3155.797363
	Iteration 0F: 3 clusters Score -1901765 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1905722.000000 Penalty: 3155.797363
	Iteration 1F: 3 clusters Score -1905722 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1906007.875000 Penalty: 3155.797363
	Iteration 2Q: 3 clusters Score -1906008 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1906245.000000 Penalty: 3155.797363
	Iteration 3Q: 3 clusters Score -1906245 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1906478.250000 Penalty: 3155.797363
	Iteration 4Q: 3 clusters Score -1906478 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1906790.375000 Penalty: 3155.797363
	Iteration 5Q: 3 clusters Score -1906790 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1907244.000000 Penalty: 3155.797363
	Iteration 6F: 3 clusters Score -1907244 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1907879.500000 Penalty: 3155.797363
	Iteration 7F: 3 clusters Score -1907880 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1908700.250000 Penalty: 3155.797363
	Iteration 8F: 3 clusters Score -1908700 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1909508.125000 Penalty: 3155.797363
	Iteration 9F: 3 clusters Score -1909508 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1910211.000000 Penalty: 3155.797363
	Iteration 10F: 3 clusters Score -1910211 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1910805.875000 Penalty: 3155.797363
	Iteration 11Q: 3 clusters Score -1910806 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1911246.750000 Penalty: 3155.797363
	Iteration 12Q: 3 clusters Score -1911247 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1911515.000000 Penalty: 3155.797363
	Iteration 13Q: 3 clusters Score -1911515 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1911673.250000 Penalty: 3155.797363
	Iteration 14Q: 3 clusters Score -1911673 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1911750.875000 Penalty: 3155.797363
	Iteration 15Q: 3 clusters Score -1911751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1911785.250000 Penalty: 3155.797363
	Iteration 16Q: 3 clusters Score -1911785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1911802.375000 Penalty: 3155.797363
	Iteration 17Q: 3 clusters Score -1911802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1911808.375000 Penalty: 3155.797363
	Iteration 18Q: 3 clusters Score -1911808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1911816.750000 Penalty: 3155.797363
	Iteration 19Q: 3 clusters Score -1911817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1911822.625000 Penalty: 3155.797363
	Iteration 20F: 3 clusters Score -1911823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1911834.000000 Penalty: 3155.797363
	Iteration 21Q: 3 clusters Score -1911834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1911833.750000 Penalty: 3155.797363
	Iteration 22Q: 3 clusters Score -1911834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1911838.250000 Penalty: 3155.797363
	Iteration 23Q: 3 clusters Score -1911838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1911840.500000 Penalty: 3155.797363
	Iteration 24Q: 3 clusters Score -1911840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1911838.375000 Penalty: 3155.797363
	Iteration 25Q: 3 clusters Score -1911838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1911840.125000 Penalty: 3155.797363
	Iteration 26Q: 3 clusters Score -1911840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1911837.875000 Penalty: 3155.797363
	Iteration 27Q: 3 clusters Score -1911838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1911836.875000 Penalty: 3155.797363
	Iteration 28Q: 3 clusters Score -1911837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1911838.125000 Penalty: 3155.797363
	Iteration 29Q: 3 clusters Score -1911838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1911836.000000 Penalty: 3155.797363
	Iteration 30Q: 3 clusters Score -1911836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1911836.000000 Penalty: 3155.797363
	Iteration 31F: 3 clusters Score -1911836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (89769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89769 members 
Entering Unmasked Estep 
Score: -10507354.000000 Penalty: 1853.311646
	Iteration 0F: 2 clusters Score -1.050735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -10449036.000000 Penalty: 3706.623291
	Iteration 0F: 3 clusters Score -1.044904e+07 nChanged 42520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -10473489.000000 Penalty: 3706.623291
	Iteration 1F: 3 clusters Score -1.047349e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -10474593.000000 Penalty: 3706.623291
	Iteration 2Q: 3 clusters Score -1.047459e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -10476587.000000 Penalty: 3706.623291
	Iteration 3Q: 3 clusters Score -1.047659e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -10479947.000000 Penalty: 3706.623291
	Iteration 4F: 3 clusters Score -1.047995e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -10484985.000000 Penalty: 3706.623291
	Iteration 5F: 3 clusters Score -1.048498e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -10491125.000000 Penalty: 3706.623291
	Iteration 6F: 3 clusters Score -1.049112e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -10497056.000000 Penalty: 3706.623291
	Iteration 7F: 3 clusters Score -1.049706e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -10501132.000000 Penalty: 3706.623291
	Iteration 8F: 3 clusters Score -1.050113e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 87067 members 
Entering Unmasked Estep 
Score: -10503532.000000 Penalty: 3706.623291
	Iteration 9Q: 3 clusters Score -1.050353e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -10504695.000000 Penalty: 3706.623291
	Iteration 10Q: 3 clusters Score -1.05047e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -10505205.000000 Penalty: 3706.623291
	Iteration 11Q: 3 clusters Score -1.05052e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 89322 members 
Entering Unmasked Estep 
Score: -10505452.000000 Penalty: 3706.623291
	Iteration 12Q: 3 clusters Score -1.050545e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -10505562.000000 Penalty: 3706.623291
	Iteration 13Q: 3 clusters Score -1.050556e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -10505595.000000 Penalty: 3706.623291
	Iteration 14Q: 3 clusters Score -1.05056e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 89476 members 
Entering Unmasked Estep 
Score: -10505630.000000 Penalty: 3706.623291
	Iteration 15Q: 3 clusters Score -1.050563e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -10505658.000000 Penalty: 3706.623291
	Iteration 16Q: 3 clusters Score -1.050566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 89492 members 
Entering Unmasked Estep 
Score: -10505666.000000 Penalty: 3706.623291
	Iteration 17Q: 3 clusters Score -1.050567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -10505667.000000 Penalty: 3706.623291
	Iteration 18Q: 3 clusters Score -1.050567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -10505675.000000 Penalty: 3706.623291
	Iteration 19Q: 3 clusters Score -1.050568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -10505681.000000 Penalty: 3706.623291
	Iteration 20F: 3 clusters Score -1.050568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 89502 members 
Entering Unmasked Estep 
Score: -10505684.000000 Penalty: 3706.623291
	Iteration 21Q: 3 clusters Score -1.050568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -10505692.000000 Penalty: 3706.623291
	Iteration 22Q: 3 clusters Score -1.050569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -10505689.000000 Penalty: 3706.623291
	Iteration 23Q: 3 clusters Score -1.050569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -10505695.000000 Penalty: 3706.623291
	Iteration 24Q: 3 clusters Score -1.05057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 89508 members 
Entering Unmasked Estep 
Score: -10505692.000000 Penalty: 3706.623291
	Iteration 25Q: 3 clusters Score -1.050569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -10505702.000000 Penalty: 3706.623291
	Iteration 26Q: 3 clusters Score -1.05057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 89517 members 
Entering Unmasked Estep 
Score: -10505703.000000 Penalty: 3706.623291
	Iteration 27Q: 3 clusters Score -1.05057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -10505705.000000 Penalty: 3706.623291
	Iteration 28Q: 3 clusters Score -1.05057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -10505709.000000 Penalty: 3706.623291
	Iteration 29Q: 3 clusters Score -1.050571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -10505717.000000 Penalty: 3706.623291
	Iteration 30Q: 3 clusters Score -1.050572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -10505720.000000 Penalty: 3706.623291
	Iteration 31Q: 3 clusters Score -1.050572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -10505722.000000 Penalty: 3706.623291
	Iteration 32Q: 3 clusters Score -1.050572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
Score: -10505721.000000 Penalty: 3706.623291
	Iteration 33Q: 3 clusters Score -1.050572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
Score: -10505721.000000 Penalty: 3706.623291
	Iteration 34F: 3 clusters Score -1.050572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (134491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134491 members 
Entering Unmasked Estep 
Score: -15467149.000000 Penalty: 1919.003540
	Iteration 0F: 2 clusters Score -1.546715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -15383128.000000 Penalty: 3838.007080
	Iteration 0F: 3 clusters Score -1.538313e+07 nChanged 64464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -15420886.000000 Penalty: 3838.007080
	Iteration 1F: 3 clusters Score -1.542089e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -15421731.000000 Penalty: 3838.007080
	Iteration 2Q: 3 clusters Score -1.542173e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -15422755.000000 Penalty: 3838.007080
	Iteration 3Q: 3 clusters Score -1.542276e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -15424092.000000 Penalty: 3838.007080
	Iteration 4Q: 3 clusters Score -1.542409e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -15425878.000000 Penalty: 3838.007080
	Iteration 5Q: 3 clusters Score -1.542588e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -15428219.000000 Penalty: 3838.007080
	Iteration 6Q: 3 clusters Score -1.542822e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -15431565.000000 Penalty: 3838.007080
	Iteration 7F: 3 clusters Score -1.543156e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -15436072.000000 Penalty: 3838.007080
	Iteration 8F: 3 clusters Score -1.543607e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -15441235.000000 Penalty: 3838.007080
	Iteration 9F: 3 clusters Score -1.544124e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -15446704.000000 Penalty: 3838.007080
	Iteration 10F: 3 clusters Score -1.54467e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -15450826.000000 Penalty: 3838.007080
	Iteration 11Q: 3 clusters Score -1.545083e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -15453295.000000 Penalty: 3838.007080
	Iteration 12Q: 3 clusters Score -1.54533e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -15455109.000000 Penalty: 3838.007080
	Iteration 13Q: 3 clusters Score -1.545511e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 99704 members 
Entering Unmasked Estep 
Score: -15456612.000000 Penalty: 3838.007080
	Iteration 14Q: 3 clusters Score -1.545661e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
Score: -15458056.000000 Penalty: 3838.007080
	Iteration 15Q: 3 clusters Score -1.545806e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 105882 members 
Entering Unmasked Estep 
Score: -15459486.000000 Penalty: 3838.007080
	Iteration 16Q: 3 clusters Score -1.545949e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 108796 members 
Entering Unmasked Estep 
Score: -15460701.000000 Penalty: 3838.007080
	Iteration 17Q: 3 clusters Score -1.54607e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 111371 members 
Entering Unmasked Estep 
Score: -15461883.000000 Penalty: 3838.007080
	Iteration 18Q: 3 clusters Score -1.546188e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 113642 members 
Entering Unmasked Estep 
Score: -15462748.000000 Penalty: 3838.007080
	Iteration 19Q: 3 clusters Score -1.546275e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -15463415.000000 Penalty: 3838.007080
	Iteration 20F: 3 clusters Score -1.546342e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 117513 members 
Entering Unmasked Estep 
Score: -15464005.000000 Penalty: 3838.007080
	Iteration 21Q: 3 clusters Score -1.5464e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 119058 members 
Entering Unmasked Estep 
Score: -15464535.000000 Penalty: 3838.007080
	Iteration 22Q: 3 clusters Score -1.546454e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -15464968.000000 Penalty: 3838.007080
	Iteration 23Q: 3 clusters Score -1.546497e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 121610 members 
Entering Unmasked Estep 
Score: -15465289.000000 Penalty: 3838.007080
	Iteration 24Q: 3 clusters Score -1.546529e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 122644 members 
Entering Unmasked Estep 
Score: -15465425.000000 Penalty: 3838.007080
	Iteration 25Q: 3 clusters Score -1.546542e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 123539 members 
Entering Unmasked Estep 
Score: -15465528.000000 Penalty: 3838.007080
	Iteration 26Q: 3 clusters Score -1.546553e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 124340 members 
Entering Unmasked Estep 
Score: -15465608.000000 Penalty: 3838.007080
	Iteration 27Q: 3 clusters Score -1.546561e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 125124 members 
Entering Unmasked Estep 
Score: -15465638.000000 Penalty: 3838.007080
	Iteration 28Q: 3 clusters Score -1.546564e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 125886 members 
Entering Unmasked Estep 
Score: -15465688.000000 Penalty: 3838.007080
	Iteration 29Q: 3 clusters Score -1.546569e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 126536 members 
Entering Unmasked Estep 
Score: -15465742.000000 Penalty: 3838.007080
	Iteration 30Q: 3 clusters Score -1.546574e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 127131 members 
Entering Unmasked Estep 
Score: -15465822.000000 Penalty: 3838.007080
	Iteration 31Q: 3 clusters Score -1.546582e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 127668 members 
Entering Unmasked Estep 
Score: -15465914.000000 Penalty: 3838.007080
	Iteration 32Q: 3 clusters Score -1.546591e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 128146 members 
Entering Unmasked Estep 
Score: -15465908.000000 Penalty: 3838.007080
	Iteration 33Q: 3 clusters Score -1.546591e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 128588 members 
Entering Unmasked Estep 
Score: -15465878.000000 Penalty: 3838.007080
	Iteration 34Q: 3 clusters Score -1.546588e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 128998 members 
Entering Unmasked Estep 
Score: -15465873.000000 Penalty: 3838.007080
	Iteration 35Q: 3 clusters Score -1.546587e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -15465875.000000 Penalty: 3838.007080
	Iteration 36Q: 3 clusters Score -1.546588e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 129682 members 
Entering Unmasked Estep 
Score: -15465831.000000 Penalty: 3838.007080
	Iteration 37Q: 3 clusters Score -1.546583e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 129955 members 
Entering Unmasked Estep 
Score: -15465856.000000 Penalty: 3838.007080
	Iteration 38Q: 3 clusters Score -1.546586e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 130187 members 
Entering Unmasked Estep 
Score: -15465789.000000 Penalty: 3838.007080
	Iteration 39Q: 3 clusters Score -1.546579e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 130422 members 
Entering Unmasked Estep 
Score: -15465781.000000 Penalty: 3838.007080
	Iteration 40F: 3 clusters Score -1.546578e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 130636 members 
Entering Unmasked Estep 
Score: -15465737.000000 Penalty: 3838.007080
	Iteration 41Q: 3 clusters Score -1.546574e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 130844 members 
Entering Unmasked Estep 
Score: -15465752.000000 Penalty: 3838.007080
	Iteration 42Q: 3 clusters Score -1.546575e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 131036 members 
Entering Unmasked Estep 
Score: -15465701.000000 Penalty: 3838.007080
	Iteration 43Q: 3 clusters Score -1.54657e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 131217 members 
Entering Unmasked Estep 
Score: -15465694.000000 Penalty: 3838.007080
	Iteration 44Q: 3 clusters Score -1.546569e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 131392 members 
Entering Unmasked Estep 
Score: -15465680.000000 Penalty: 3838.007080
	Iteration 45Q: 3 clusters Score -1.546568e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 131538 members 
Entering Unmasked Estep 
Score: -15465679.000000 Penalty: 3838.007080
	Iteration 46Q: 3 clusters Score -1.546568e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 131695 members 
Entering Unmasked Estep 
Score: -15465665.000000 Penalty: 3838.007080
	Iteration 47Q: 3 clusters Score -1.546566e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 131831 members 
Entering Unmasked Estep 
Score: -15465644.000000 Penalty: 3838.007080
	Iteration 48Q: 3 clusters Score -1.546564e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 131962 members 
Entering Unmasked Estep 
Score: -15465623.000000 Penalty: 3838.007080
	Iteration 49Q: 3 clusters Score -1.546562e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 132085 members 
Entering Unmasked Estep 
Score: -15465630.000000 Penalty: 3838.007080
	Iteration 50Q: 3 clusters Score -1.546563e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 132204 members 
Entering Unmasked Estep 
Score: -15465642.000000 Penalty: 3838.007080
	Iteration 51Q: 3 clusters Score -1.546564e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 132319 members 
Entering Unmasked Estep 
Score: -15465617.000000 Penalty: 3838.007080
	Iteration 52Q: 3 clusters Score -1.546562e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 132429 members 
Entering Unmasked Estep 
Score: -15465603.000000 Penalty: 3838.007080
	Iteration 53Q: 3 clusters Score -1.54656e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 132528 members 
Entering Unmasked Estep 
Score: -15465592.000000 Penalty: 3838.007080
	Iteration 54Q: 3 clusters Score -1.546559e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 132604 members 
Entering Unmasked Estep 
Score: -15465561.000000 Penalty: 3838.007080
	Iteration 55Q: 3 clusters Score -1.546556e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 132666 members 
Entering Unmasked Estep 
Score: -15465541.000000 Penalty: 3838.007080
	Iteration 56Q: 3 clusters Score -1.546554e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 132725 members 
Entering Unmasked Estep 
Score: -15465516.000000 Penalty: 3838.007080
	Iteration 57Q: 3 clusters Score -1.546552e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 132778 members 
Entering Unmasked Estep 
Score: -15465514.000000 Penalty: 3838.007080
	Iteration 58Q: 3 clusters Score -1.546551e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 132826 members 
Entering Unmasked Estep 
Score: -15465503.000000 Penalty: 3838.007080
	Iteration 59Q: 3 clusters Score -1.54655e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 132862 members 
Entering Unmasked Estep 
Score: -15465514.000000 Penalty: 3838.007080
	Iteration 60F: 3 clusters Score -1.546551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 132903 members 
Entering Unmasked Estep 
Score: -15465519.000000 Penalty: 3838.007080
	Iteration 61Q: 3 clusters Score -1.546552e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 132939 members 
Entering Unmasked Estep 
Score: -15465533.000000 Penalty: 3838.007080
	Iteration 62Q: 3 clusters Score -1.546553e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 132993 members 
Entering Unmasked Estep 
Score: -15465523.000000 Penalty: 3838.007080
	Iteration 63Q: 3 clusters Score -1.546552e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 133049 members 
Entering Unmasked Estep 
Score: -15465503.000000 Penalty: 3838.007080
	Iteration 64Q: 3 clusters Score -1.54655e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 133113 members 
Entering Unmasked Estep 
Score: -15465521.000000 Penalty: 3838.007080
	Iteration 65Q: 3 clusters Score -1.546552e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 133167 members 
Entering Unmasked Estep 
Score: -15465526.000000 Penalty: 3838.007080
	Iteration 66Q: 3 clusters Score -1.546553e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 133219 members 
Entering Unmasked Estep 
Score: -15465535.000000 Penalty: 3838.007080
	Iteration 67Q: 3 clusters Score -1.546554e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 133270 members 
Entering Unmasked Estep 
Score: -15465537.000000 Penalty: 3838.007080
	Iteration 68Q: 3 clusters Score -1.546554e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 133314 members 
Entering Unmasked Estep 
Score: -15465549.000000 Penalty: 3838.007080
	Iteration 69Q: 3 clusters Score -1.546555e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 133358 members 
Entering Unmasked Estep 
Score: -15465572.000000 Penalty: 3838.007080
	Iteration 70Q: 3 clusters Score -1.546557e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 133396 members 
Entering Unmasked Estep 
Score: -15465590.000000 Penalty: 3838.007080
	Iteration 71Q: 3 clusters Score -1.546559e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 133432 members 
Entering Unmasked Estep 
Score: -15465588.000000 Penalty: 3838.007080
	Iteration 72Q: 3 clusters Score -1.546559e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 133471 members 
Entering Unmasked Estep 
Score: -15465616.000000 Penalty: 3838.007080
	Iteration 73Q: 3 clusters Score -1.546562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 133511 members 
Entering Unmasked Estep 
Score: -15465635.000000 Penalty: 3838.007080
	Iteration 74Q: 3 clusters Score -1.546564e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 133554 members 
Entering Unmasked Estep 
Score: -15465623.000000 Penalty: 3838.007080
	Iteration 75Q: 3 clusters Score -1.546562e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 133589 members 
Entering Unmasked Estep 
Score: -15465642.000000 Penalty: 3838.007080
	Iteration 76Q: 3 clusters Score -1.546564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 133615 members 
Entering Unmasked Estep 
Score: -15465651.000000 Penalty: 3838.007080
	Iteration 77Q: 3 clusters Score -1.546565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 133638 members 
Entering Unmasked Estep 
Score: -15465647.000000 Penalty: 3838.007080
	Iteration 78Q: 3 clusters Score -1.546565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 133655 members 
Entering Unmasked Estep 
Score: -15465640.000000 Penalty: 3838.007080
	Iteration 79Q: 3 clusters Score -1.546564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 133671 members 
Entering Unmasked Estep 
Score: -15465656.000000 Penalty: 3838.007080
	Iteration 80F: 3 clusters Score -1.546566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 133677 members 
Entering Unmasked Estep 
Score: -15465655.000000 Penalty: 3838.007080
	Iteration 81Q: 3 clusters Score -1.546566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 133681 members 
Entering Unmasked Estep 
Score: -15465645.000000 Penalty: 3838.007080
	Iteration 82Q: 3 clusters Score -1.546564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 133685 members 
Entering Unmasked Estep 
Score: -15465646.000000 Penalty: 3838.007080
	Iteration 83Q: 3 clusters Score -1.546565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 133689 members 
Entering Unmasked Estep 
Score: -15465645.000000 Penalty: 3838.007080
	Iteration 84Q: 3 clusters Score -1.546564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 133690 members 
Entering Unmasked Estep 
Score: -15465632.000000 Penalty: 3838.007080
	Iteration 85Q: 3 clusters Score -1.546563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 133692 members 
Entering Unmasked Estep 
Score: -15465620.000000 Penalty: 3838.007080
	Iteration 86Q: 3 clusters Score -1.546562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 133696 members 
Entering Unmasked Estep 
Score: -15465629.000000 Penalty: 3838.007080
	Iteration 87Q: 3 clusters Score -1.546563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 133699 members 
Entering Unmasked Estep 
Score: -15465636.000000 Penalty: 3838.007080
	Iteration 88Q: 3 clusters Score -1.546564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 133702 members 
Entering Unmasked Estep 
Score: -15465639.000000 Penalty: 3838.007080
	Iteration 89Q: 3 clusters Score -1.546564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 133704 members 
Entering Unmasked Estep 
Score: -15465621.000000 Penalty: 3838.007080
	Iteration 90Q: 3 clusters Score -1.546562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 133707 members 
Entering Unmasked Estep 
Score: -15465617.000000 Penalty: 3838.007080
	Iteration 91Q: 3 clusters Score -1.546562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 133709 members 
Entering Unmasked Estep 
Score: -15465619.000000 Penalty: 3838.007080
	Iteration 92Q: 3 clusters Score -1.546562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 133712 members 
Entering Unmasked Estep 
Score: -15465618.000000 Penalty: 3838.007080
	Iteration 93Q: 3 clusters Score -1.546562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 133717 members 
Entering Unmasked Estep 
Score: -15465623.000000 Penalty: 3838.007080
	Iteration 94Q: 3 clusters Score -1.546562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
Score: -15465626.000000 Penalty: 3838.007080
	Iteration 95Q: 3 clusters Score -1.546563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 133732 members 
Entering Unmasked Estep 
Score: -15465632.000000 Penalty: 3838.007080
	Iteration 96Q: 3 clusters Score -1.546563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 133740 members 
Entering Unmasked Estep 
Score: -15465643.000000 Penalty: 3838.007080
	Iteration 97Q: 3 clusters Score -1.546564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 133746 members 
Entering Unmasked Estep 
Score: -15465650.000000 Penalty: 3838.007080
	Iteration 98Q: 3 clusters Score -1.546565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 133747 members 
Entering Unmasked Estep 
Score: -15465658.000000 Penalty: 3838.007080
	Iteration 99Q: 3 clusters Score -1.546566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 133750 members 
Entering Unmasked Estep 
Score: -15465659.000000 Penalty: 3838.007080
	Iteration 100F: 3 clusters Score -1.546566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 133754 members 
Entering Unmasked Estep 
Score: -15465649.000000 Penalty: 3838.007080
	Iteration 101Q: 3 clusters Score -1.546565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 133754 members 
Entering Unmasked Estep 
Score: -15465649.000000 Penalty: 3838.007080
	Iteration 102F: 3 clusters Score -1.546565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Entering Unmasked Estep 
Score: -571665.750000 Penalty: 1391.383179
	Iteration 0F: 2 clusters Score -571665.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -567548.062500 Penalty: 2782.766357
	Iteration 0F: 3 clusters Score -567548.1 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -568675.687500 Penalty: 2782.766357
	Iteration 1F: 3 clusters Score -568675.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -568935.562500 Penalty: 2782.766357
	Iteration 2F: 3 clusters Score -568935.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -569194.375000 Penalty: 2782.766357
	Iteration 3F: 3 clusters Score -569194.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -569409.062500 Penalty: 2782.766357
	Iteration 4F: 3 clusters Score -569409.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -569572.625000 Penalty: 2782.766357
	Iteration 5F: 3 clusters Score -569572.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -569713.562500 Penalty: 2782.766357
	Iteration 6Q: 3 clusters Score -569713.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -569866.750000 Penalty: 2782.766357
	Iteration 7Q: 3 clusters Score -569866.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -570045.125000 Penalty: 2782.766357
	Iteration 8Q: 3 clusters Score -570045.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -570221.937500 Penalty: 2782.766357
	Iteration 9Q: 3 clusters Score -570221.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -570397.687500 Penalty: 2782.766357
	Iteration 10Q: 3 clusters Score -570397.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -570537.375000 Penalty: 2782.766357
	Iteration 11Q: 3 clusters Score -570537.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -570639.812500 Penalty: 2782.766357
	Iteration 12Q: 3 clusters Score -570639.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -570712.062500 Penalty: 2782.766357
	Iteration 13Q: 3 clusters Score -570712.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -570762.937500 Penalty: 2782.766357
	Iteration 14Q: 3 clusters Score -570762.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -570802.500000 Penalty: 2782.766357
	Iteration 15Q: 3 clusters Score -570802.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -570849.250000 Penalty: 2782.766357
	Iteration 16Q: 3 clusters Score -570849.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -570889.687500 Penalty: 2782.766357
	Iteration 17Q: 3 clusters Score -570889.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -570914.375000 Penalty: 2782.766357
	Iteration 18Q: 3 clusters Score -570914.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -570932.812500 Penalty: 2782.766357
	Iteration 19Q: 3 clusters Score -570932.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -570943.000000 Penalty: 2782.766357
	Iteration 20F: 3 clusters Score -570943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -570948.562500 Penalty: 2782.766357
	Iteration 21Q: 3 clusters Score -570948.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -570953.312500 Penalty: 2782.766357
	Iteration 22Q: 3 clusters Score -570953.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -570964.125000 Penalty: 2782.766357
	Iteration 23Q: 3 clusters Score -570964.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -570973.062500 Penalty: 2782.766357
	Iteration 24Q: 3 clusters Score -570973.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -570977.062500 Penalty: 2782.766357
	Iteration 25Q: 3 clusters Score -570977.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -570977.812500 Penalty: 2782.766357
	Iteration 26Q: 3 clusters Score -570977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -570980.500000 Penalty: 2782.766357
	Iteration 27Q: 3 clusters Score -570980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -570981.062500 Penalty: 2782.766357
	Iteration 28Q: 3 clusters Score -570981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -570981.562500 Penalty: 2782.766357
	Iteration 29Q: 3 clusters Score -570981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -570982.437500 Penalty: 2782.766357
	Iteration 30Q: 3 clusters Score -570982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -570981.875000 Penalty: 2782.766357
	Iteration 31Q: 3 clusters Score -570981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -570983.312500 Penalty: 2782.766357
	Iteration 32Q: 3 clusters Score -570983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -570983.375000 Penalty: 2782.766357
	Iteration 33Q: 3 clusters Score -570983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -570985.250000 Penalty: 2782.766357
	Iteration 34Q: 3 clusters Score -570985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -570988.812500 Penalty: 2782.766357
	Iteration 35Q: 3 clusters Score -570988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -570989.125000 Penalty: 2782.766357
	Iteration 36Q: 3 clusters Score -570989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -570993.750000 Penalty: 2782.766357
	Iteration 37Q: 3 clusters Score -570993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -570996.125000 Penalty: 2782.766357
	Iteration 38Q: 3 clusters Score -570996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -571001.750000 Penalty: 2782.766357
	Iteration 39Q: 3 clusters Score -571001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -571002.750000 Penalty: 2782.766357
	Iteration 40F: 3 clusters Score -571002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -571003.062500 Penalty: 2782.766357
	Iteration 41Q: 3 clusters Score -571003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -571003.125000 Penalty: 2782.766357
	Iteration 42Q: 3 clusters Score -571003.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -571003.125000 Penalty: 2782.766357
	Iteration 43F: 3 clusters Score -571003.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Entering Unmasked Estep 
Score: -105080.937500 Penalty: 1108.607056
	Iteration 0F: 2 clusters Score -105080.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -103676.765625 Penalty: 2217.214111
	Iteration 0F: 3 clusters Score -103676.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -103934.265625 Penalty: 2217.214111
	Iteration 1F: 3 clusters Score -103934.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104012.296875 Penalty: 2217.214111
	Iteration 2F: 3 clusters Score -104012.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104041.968750 Penalty: 2217.214111
	Iteration 3Q: 3 clusters Score -104042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104064.273438 Penalty: 2217.214111
	Iteration 4Q: 3 clusters Score -104064.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104081.445312 Penalty: 2217.214111
	Iteration 5Q: 3 clusters Score -104081.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104093.953125 Penalty: 2217.214111
	Iteration 6Q: 3 clusters Score -104094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104101.492188 Penalty: 2217.214111
	Iteration 7Q: 3 clusters Score -104101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104105.000000 Penalty: 2217.214111
	Iteration 8Q: 3 clusters Score -104105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104106.859375 Penalty: 2217.214111
	Iteration 9Q: 3 clusters Score -104106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104108.328125 Penalty: 2217.214111
	Iteration 10Q: 3 clusters Score -104108.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104108.328125 Penalty: 2217.214111
	Iteration 11F: 3 clusters Score -104108.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 68027 members 
Mstep: Class 3 contains 65346 members 
Mstep: Class 4 contains 4219 members 
Mstep: Class 5 contains 3027 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 29063 members 
Mstep: Class 10 contains 5234 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 115670 members 
Mstep: Class 13 contains 3413 members 
Mstep: Class 14 contains 97849 members 
Mstep: Class 15 contains 25388 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35515 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 13964 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16484 members 
Mstep: Class 22 contains 89769 members 
Mstep: Class 23 contains 134491 members 
Mstep: Class 24 contains 5231 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207880.000000 Penalty: 55007.320312
Iteration 359Q: 26 clusters Score -8.620788e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 67510 members 
Mstep: Class 3 contains 65371 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 435 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 29071 members 
Mstep: Class 10 contains 5234 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 115709 members 
Mstep: Class 13 contains 3412 members 
Mstep: Class 14 contains 97685 members 
Mstep: Class 15 contains 25441 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35534 members 
Mstep: Class 18 contains 26149 members 
Mstep: Class 19 contains 13993 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16499 members 
Mstep: Class 22 contains 89733 members 
Mstep: Class 23 contains 134643 members 
Mstep: Class 24 contains 5229 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207808.000000 Penalty: 55007.320312
Iteration 360F: 26 clusters Score -8.620781e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 67055 members 
Mstep: Class 3 contains 65384 members 
Mstep: Class 4 contains 4203 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 437 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 29076 members 
Mstep: Class 10 contains 5234 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 115730 members 
Mstep: Class 13 contains 3408 members 
Mstep: Class 14 contains 97522 members 
Mstep: Class 15 contains 25481 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35557 members 
Mstep: Class 18 contains 26557 members 
Mstep: Class 19 contains 14023 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16510 members 
Mstep: Class 22 contains 89690 members 
Mstep: Class 23 contains 134770 members 
Mstep: Class 24 contains 5224 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207752.000000 Penalty: 55007.320312
Iteration 361Q: 26 clusters Score -8.620775e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 66607 members 
Mstep: Class 3 contains 65386 members 
Mstep: Class 4 contains 4191 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 29081 members 
Mstep: Class 10 contains 5235 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 115747 members 
Mstep: Class 13 contains 3405 members 
Mstep: Class 14 contains 97338 members 
Mstep: Class 15 contains 25516 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35597 members 
Mstep: Class 18 contains 27020 members 
Mstep: Class 19 contains 14054 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16521 members 
Mstep: Class 22 contains 89641 members 
Mstep: Class 23 contains 134859 members 
Mstep: Class 24 contains 5226 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207624.000000 Penalty: 55007.320312
Iteration 362Q: 26 clusters Score -8.620762e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 66144 members 
Mstep: Class 3 contains 65413 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 29093 members 
Mstep: Class 10 contains 5235 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 115781 members 
Mstep: Class 13 contains 3403 members 
Mstep: Class 14 contains 97147 members 
Mstep: Class 15 contains 25564 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35651 members 
Mstep: Class 18 contains 27456 members 
Mstep: Class 19 contains 14084 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16533 members 
Mstep: Class 22 contains 89596 members 
Mstep: Class 23 contains 134917 members 
Mstep: Class 24 contains 5223 members 
Mstep: Class 25 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207256.000000 Penalty: 55007.320312
Iteration 363Q: 26 clusters Score -8.620726e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 65702 members 
Mstep: Class 3 contains 65439 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 29106 members 
Mstep: Class 10 contains 5235 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 115828 members 
Mstep: Class 13 contains 3398 members 
Mstep: Class 14 contains 96972 members 
Mstep: Class 15 contains 25615 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35691 members 
Mstep: Class 18 contains 27880 members 
Mstep: Class 19 contains 14117 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16546 members 
Mstep: Class 22 contains 89539 members 
Mstep: Class 23 contains 134964 members 
Mstep: Class 24 contains 5217 members 
Mstep: Class 25 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207320.000000 Penalty: 55007.320312
Iteration 364Q: 26 clusters Score -8.620732e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 65237 members 
Mstep: Class 3 contains 65476 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 29117 members 
Mstep: Class 10 contains 5239 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 115851 members 
Mstep: Class 13 contains 3390 members 
Mstep: Class 14 contains 96804 members 
Mstep: Class 15 contains 25660 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35748 members 
Mstep: Class 18 contains 28342 members 
Mstep: Class 19 contains 14151 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 89505 members 
Mstep: Class 23 contains 134960 members 
Mstep: Class 24 contains 5212 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207440.000000 Penalty: 55007.320312
Iteration 365Q: 26 clusters Score -8.620744e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 64772 members 
Mstep: Class 3 contains 65508 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 29123 members 
Mstep: Class 10 contains 5243 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 115807 members 
Mstep: Class 13 contains 3389 members 
Mstep: Class 14 contains 96702 members 
Mstep: Class 15 contains 25701 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35804 members 
Mstep: Class 18 contains 28782 members 
Mstep: Class 19 contains 14174 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16576 members 
Mstep: Class 22 contains 89475 members 
Mstep: Class 23 contains 134997 members 
Mstep: Class 24 contains 5207 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207584.000000 Penalty: 55007.320312
Iteration 366Q: 26 clusters Score -8.620758e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 64259 members 
Mstep: Class 3 contains 65544 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 29130 members 
Mstep: Class 10 contains 5247 members 
Mstep: Class 11 contains 11227 members 
Mstep: Class 12 contains 115785 members 
Mstep: Class 13 contains 3388 members 
Mstep: Class 14 contains 96597 members 
Mstep: Class 15 contains 25750 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35847 members 
Mstep: Class 18 contains 29272 members 
Mstep: Class 19 contains 14193 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16586 members 
Mstep: Class 22 contains 89419 members 
Mstep: Class 23 contains 135040 members 
Mstep: Class 24 contains 5206 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207504.000000 Penalty: 55007.320312
Iteration 367Q: 26 clusters Score -8.62075e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 63733 members 
Mstep: Class 3 contains 65596 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 29136 members 
Mstep: Class 10 contains 5252 members 
Mstep: Class 11 contains 11228 members 
Mstep: Class 12 contains 115724 members 
Mstep: Class 13 contains 3389 members 
Mstep: Class 14 contains 96511 members 
Mstep: Class 15 contains 25792 members 
Mstep: Class 16 contains 135 members 
Mstep: Class 17 contains 35881 members 
Mstep: Class 18 contains 29790 members 
Mstep: Class 19 contains 14206 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16603 members 
Mstep: Class 22 contains 89369 members 
Mstep: Class 23 contains 135076 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207752.000000 Penalty: 55007.320312
Iteration 368Q: 26 clusters Score -8.620775e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 63199 members 
Mstep: Class 3 contains 65628 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 29143 members 
Mstep: Class 10 contains 5257 members 
Mstep: Class 11 contains 11227 members 
Mstep: Class 12 contains 115685 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 96456 members 
Mstep: Class 15 contains 25844 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 35935 members 
Mstep: Class 18 contains 30291 members 
Mstep: Class 19 contains 14225 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16613 members 
Mstep: Class 22 contains 89308 members 
Mstep: Class 23 contains 135091 members 
Mstep: Class 24 contains 5201 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207912.000000 Penalty: 55007.320312
Iteration 369Q: 26 clusters Score -8.620791e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 62718 members 
Mstep: Class 3 contains 65667 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 29147 members 
Mstep: Class 10 contains 5262 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 115660 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 96401 members 
Mstep: Class 15 contains 25907 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 35980 members 
Mstep: Class 18 contains 30745 members 
Mstep: Class 19 contains 14232 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16620 members 
Mstep: Class 22 contains 89256 members 
Mstep: Class 23 contains 135087 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208168.000000 Penalty: 55007.320312
Iteration 370Q: 26 clusters Score -8.620817e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 62248 members 
Mstep: Class 3 contains 65712 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 447 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 29155 members 
Mstep: Class 10 contains 5266 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 115639 members 
Mstep: Class 13 contains 3374 members 
Mstep: Class 14 contains 96350 members 
Mstep: Class 15 contains 25950 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36026 members 
Mstep: Class 18 contains 31159 members 
Mstep: Class 19 contains 14248 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16624 members 
Mstep: Class 22 contains 89206 members 
Mstep: Class 23 contains 135112 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208128.000000 Penalty: 55007.320312
Iteration 371Q: 26 clusters Score -8.620813e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 61783 members 
Mstep: Class 3 contains 65757 members 
Mstep: Class 4 contains 4153 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 449 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 29167 members 
Mstep: Class 10 contains 5270 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 115648 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 14 contains 96296 members 
Mstep: Class 15 contains 25989 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36064 members 
Mstep: Class 18 contains 31576 members 
Mstep: Class 19 contains 14257 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16631 members 
Mstep: Class 22 contains 89152 members 
Mstep: Class 23 contains 135116 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207880.000000 Penalty: 55007.320312
Iteration 372Q: 26 clusters Score -8.620788e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 61336 members 
Mstep: Class 3 contains 65810 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 29185 members 
Mstep: Class 10 contains 5275 members 
Mstep: Class 11 contains 11227 members 
Mstep: Class 12 contains 115647 members 
Mstep: Class 13 contains 3368 members 
Mstep: Class 14 contains 96217 members 
Mstep: Class 15 contains 26034 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36097 members 
Mstep: Class 18 contains 32004 members 
Mstep: Class 19 contains 14268 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16632 members 
Mstep: Class 22 contains 89103 members 
Mstep: Class 23 contains 135115 members 
Mstep: Class 24 contains 5197 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208128.000000 Penalty: 55007.320312
Iteration 373Q: 26 clusters Score -8.620813e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 60865 members 
Mstep: Class 3 contains 65846 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 29198 members 
Mstep: Class 10 contains 5277 members 
Mstep: Class 11 contains 11228 members 
Mstep: Class 12 contains 115626 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 14 contains 96134 members 
Mstep: Class 15 contains 26063 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36133 members 
Mstep: Class 18 contains 32461 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 435 members 
Mstep: Class 21 contains 16643 members 
Mstep: Class 22 contains 89046 members 
Mstep: Class 23 contains 135141 members 
Mstep: Class 24 contains 5197 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208040.000000 Penalty: 55007.320312
Iteration 374Q: 26 clusters Score -8.620804e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 60372 members 
Mstep: Class 3 contains 65888 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 29213 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 115645 members 
Mstep: Class 13 contains 3363 members 
Mstep: Class 14 contains 96043 members 
Mstep: Class 15 contains 26092 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36180 members 
Mstep: Class 18 contains 32929 members 
Mstep: Class 19 contains 14312 members 
Mstep: Class 20 contains 436 members 
Mstep: Class 21 contains 16645 members 
Mstep: Class 22 contains 88978 members 
Mstep: Class 23 contains 135156 members 
Mstep: Class 24 contains 5197 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208072.000000 Penalty: 55007.320312
Iteration 375Q: 26 clusters Score -8.620807e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 59877 members 
Mstep: Class 3 contains 65927 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 3011 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 29228 members 
Mstep: Class 10 contains 5283 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 115675 members 
Mstep: Class 13 contains 3360 members 
Mstep: Class 14 contains 95952 members 
Mstep: Class 15 contains 26123 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36245 members 
Mstep: Class 18 contains 33381 members 
Mstep: Class 19 contains 14329 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 16649 members 
Mstep: Class 22 contains 88903 members 
Mstep: Class 23 contains 135183 members 
Mstep: Class 24 contains 5187 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207856.000000 Penalty: 55007.320312
Iteration 376Q: 26 clusters Score -8.620786e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 59381 members 
Mstep: Class 3 contains 65949 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 29238 members 
Mstep: Class 10 contains 5286 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 115739 members 
Mstep: Class 13 contains 3360 members 
Mstep: Class 14 contains 95856 members 
Mstep: Class 15 contains 26142 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36293 members 
Mstep: Class 18 contains 33853 members 
Mstep: Class 19 contains 14354 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 16661 members 
Mstep: Class 22 contains 88816 members 
Mstep: Class 23 contains 135204 members 
Mstep: Class 24 contains 5175 members 
Mstep: Class 25 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207928.000000 Penalty: 55007.320312
Iteration 377Q: 26 clusters Score -8.620793e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 58880 members 
Mstep: Class 3 contains 65971 members 
Mstep: Class 4 contains 4137 members 
Mstep: Class 5 contains 3007 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 29250 members 
Mstep: Class 10 contains 5291 members 
Mstep: Class 11 contains 11228 members 
Mstep: Class 12 contains 115829 members 
Mstep: Class 13 contains 3358 members 
Mstep: Class 14 contains 95740 members 
Mstep: Class 15 contains 26173 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36347 members 
Mstep: Class 18 contains 34323 members 
Mstep: Class 19 contains 14372 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 16660 members 
Mstep: Class 22 contains 88721 members 
Mstep: Class 23 contains 135224 members 
Mstep: Class 24 contains 5172 members 
Mstep: Class 25 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208032.000000 Penalty: 55007.320312
Iteration 378Q: 26 clusters Score -8.620803e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 58367 members 
Mstep: Class 3 contains 65975 members 
Mstep: Class 4 contains 4136 members 
Mstep: Class 5 contains 3005 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 29265 members 
Mstep: Class 10 contains 5295 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 115906 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 95588 members 
Mstep: Class 15 contains 26201 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36396 members 
Mstep: Class 18 contains 34855 members 
Mstep: Class 19 contains 14385 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 16659 members 
Mstep: Class 22 contains 88642 members 
Mstep: Class 23 contains 135257 members 
Mstep: Class 24 contains 5175 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207880.000000 Penalty: 55007.320312
Iteration 379Q: 26 clusters Score -8.620788e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 57899 members 
Mstep: Class 3 contains 65978 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 5 contains 3003 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 29283 members 
Mstep: Class 10 contains 5300 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 115951 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 95398 members 
Mstep: Class 15 contains 26225 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36451 members 
Mstep: Class 18 contains 35422 members 
Mstep: Class 19 contains 14411 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 16653 members 
Mstep: Class 22 contains 88549 members 
Mstep: Class 23 contains 135276 members 
Mstep: Class 24 contains 5179 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208056.000000 Penalty: 55007.320312
Iteration 380F: 26 clusters Score -8.620806e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 57415 members 
Mstep: Class 3 contains 66004 members 
Mstep: Class 4 contains 4126 members 
Mstep: Class 5 contains 3002 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 29303 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 115991 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 95254 members 
Mstep: Class 15 contains 26255 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36485 members 
Mstep: Class 18 contains 35978 members 
Mstep: Class 19 contains 14433 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 16650 members 
Mstep: Class 22 contains 88454 members 
Mstep: Class 23 contains 135287 members 
Mstep: Class 24 contains 5177 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208032.000000 Penalty: 55007.320312
Iteration 381Q: 26 clusters Score -8.620803e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 56925 members 
Mstep: Class 3 contains 66029 members 
Mstep: Class 4 contains 4117 members 
Mstep: Class 5 contains 2999 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 29323 members 
Mstep: Class 10 contains 5300 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 115988 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 95109 members 
Mstep: Class 15 contains 26291 members 
Mstep: Class 16 contains 134 members 
Mstep: Class 17 contains 36528 members 
Mstep: Class 18 contains 36532 members 
Mstep: Class 19 contains 14445 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 16646 members 
Mstep: Class 22 contains 88391 members 
Mstep: Class 23 contains 135315 members 
Mstep: Class 24 contains 5179 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207920.000000 Penalty: 55007.320312
Iteration 382Q: 26 clusters Score -8.620792e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 56393 members 
Mstep: Class 3 contains 66083 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 5 contains 3000 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 29344 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 11227 members 
Mstep: Class 12 contains 115999 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 94949 members 
Mstep: Class 15 contains 26334 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36574 members 
Mstep: Class 18 contains 37116 members 
Mstep: Class 19 contains 14465 members 
Mstep: Class 20 contains 437 members 
Mstep: Class 21 contains 16646 members 
Mstep: Class 22 contains 88301 members 
Mstep: Class 23 contains 135325 members 
Mstep: Class 24 contains 5174 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207776.000000 Penalty: 55007.320312
Iteration 383Q: 26 clusters Score -8.620778e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 55869 members 
Mstep: Class 3 contains 66130 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 5 contains 3000 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 29357 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 115978 members 
Mstep: Class 13 contains 3358 members 
Mstep: Class 14 contains 94833 members 
Mstep: Class 15 contains 26370 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36619 members 
Mstep: Class 18 contains 37681 members 
Mstep: Class 19 contains 14475 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 16641 members 
Mstep: Class 22 contains 88211 members 
Mstep: Class 23 contains 135366 members 
Mstep: Class 24 contains 5170 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207888.000000 Penalty: 55007.320312
Iteration 384Q: 26 clusters Score -8.620789e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 55327 members 
Mstep: Class 3 contains 66188 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 3000 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 29371 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 11227 members 
Mstep: Class 12 contains 115939 members 
Mstep: Class 13 contains 3358 members 
Mstep: Class 14 contains 94720 members 
Mstep: Class 15 contains 26402 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36651 members 
Mstep: Class 18 contains 38249 members 
Mstep: Class 19 contains 14484 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 16643 members 
Mstep: Class 22 contains 88124 members 
Mstep: Class 23 contains 135432 members 
Mstep: Class 24 contains 5171 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207824.000000 Penalty: 55007.320312
Iteration 385Q: 26 clusters Score -8.620782e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 54747 members 
Mstep: Class 3 contains 66247 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 2997 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 29391 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 115882 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 94589 members 
Mstep: Class 15 contains 26454 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36672 members 
Mstep: Class 18 contains 38871 members 
Mstep: Class 19 contains 14495 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 16646 members 
Mstep: Class 22 contains 88042 members 
Mstep: Class 23 contains 135497 members 
Mstep: Class 24 contains 5173 members 
Mstep: Class 25 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207800.000000 Penalty: 55007.320312
Iteration 386Q: 26 clusters Score -8.62078e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 54190 members 
Mstep: Class 3 contains 66302 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 5 contains 2998 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 29401 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 115802 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 94478 members 
Mstep: Class 15 contains 26499 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36696 members 
Mstep: Class 18 contains 39499 members 
Mstep: Class 19 contains 14513 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 16646 members 
Mstep: Class 22 contains 87970 members 
Mstep: Class 23 contains 135536 members 
Mstep: Class 24 contains 5173 members 
Mstep: Class 25 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207632.000000 Penalty: 55007.320312
Iteration 387Q: 26 clusters Score -8.620763e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 53644 members 
Mstep: Class 3 contains 66344 members 
Mstep: Class 4 contains 4116 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 29414 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 115739 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 14 contains 94376 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36716 members 
Mstep: Class 18 contains 40123 members 
Mstep: Class 19 contains 14527 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 16638 members 
Mstep: Class 22 contains 87879 members 
Mstep: Class 23 contains 135593 members 
Mstep: Class 24 contains 5174 members 
Mstep: Class 25 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207816.000000 Penalty: 55007.320312
Iteration 388Q: 26 clusters Score -8.620782e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 53115 members 
Mstep: Class 3 contains 66381 members 
Mstep: Class 4 contains 4119 members 
Mstep: Class 5 contains 3004 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 29425 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 115652 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 94299 members 
Mstep: Class 15 contains 26562 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36729 members 
Mstep: Class 18 contains 40724 members 
Mstep: Class 19 contains 14539 members 
Mstep: Class 20 contains 438 members 
Mstep: Class 21 contains 16637 members 
Mstep: Class 22 contains 87784 members 
Mstep: Class 23 contains 135673 members 
Mstep: Class 24 contains 5176 members 
Mstep: Class 25 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208120.000000 Penalty: 55007.320312
Iteration 389Q: 26 clusters Score -8.620812e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 52538 members 
Mstep: Class 3 contains 66435 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 3004 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 29435 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 11231 members 
Mstep: Class 12 contains 115563 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 94217 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36752 members 
Mstep: Class 18 contains 41361 members 
Mstep: Class 19 contains 14544 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16638 members 
Mstep: Class 22 contains 87691 members 
Mstep: Class 23 contains 135776 members 
Mstep: Class 24 contains 5171 members 
Mstep: Class 25 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208160.000000 Penalty: 55007.320312
Iteration 390Q: 26 clusters Score -8.620816e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 51946 members 
Mstep: Class 3 contains 66502 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 3006 members 
Mstep: Class 6 contains 451 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 29446 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 115475 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 94101 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36773 members 
Mstep: Class 18 contains 42007 members 
Mstep: Class 19 contains 14553 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16639 members 
Mstep: Class 22 contains 87615 members 
Mstep: Class 23 contains 135871 members 
Mstep: Class 24 contains 5176 members 
Mstep: Class 25 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208368.000000 Penalty: 55007.320312
Iteration 391Q: 26 clusters Score -8.620837e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 51418 members 
Mstep: Class 3 contains 66584 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 29455 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 115382 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 94008 members 
Mstep: Class 15 contains 26635 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36793 members 
Mstep: Class 18 contains 42591 members 
Mstep: Class 19 contains 14555 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16640 members 
Mstep: Class 22 contains 87525 members 
Mstep: Class 23 contains 135939 members 
Mstep: Class 24 contains 5179 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208192.000000 Penalty: 55007.320312
Iteration 392Q: 26 clusters Score -8.620819e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 50917 members 
Mstep: Class 3 contains 66662 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 29461 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 115275 members 
Mstep: Class 13 contains 3351 members 
Mstep: Class 14 contains 93917 members 
Mstep: Class 15 contains 26662 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36817 members 
Mstep: Class 18 contains 43178 members 
Mstep: Class 19 contains 14566 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16639 members 
Mstep: Class 22 contains 87426 members 
Mstep: Class 23 contains 135996 members 
Mstep: Class 24 contains 5185 members 
Mstep: Class 25 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208184.000000 Penalty: 55007.320312
Iteration 393Q: 26 clusters Score -8.620818e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 50435 members 
Mstep: Class 3 contains 66714 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 29471 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 115130 members 
Mstep: Class 13 contains 3348 members 
Mstep: Class 14 contains 93845 members 
Mstep: Class 15 contains 26692 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36848 members 
Mstep: Class 18 contains 43767 members 
Mstep: Class 19 contains 14570 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16643 members 
Mstep: Class 22 contains 87355 members 
Mstep: Class 23 contains 136040 members 
Mstep: Class 24 contains 5189 members 
Mstep: Class 25 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208208.000000 Penalty: 55007.320312
Iteration 394Q: 26 clusters Score -8.620821e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 49980 members 
Mstep: Class 3 contains 66768 members 
Mstep: Class 4 contains 4128 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 29481 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 114992 members 
Mstep: Class 13 contains 3344 members 
Mstep: Class 14 contains 93738 members 
Mstep: Class 15 contains 26712 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36878 members 
Mstep: Class 18 contains 44371 members 
Mstep: Class 19 contains 14572 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16647 members 
Mstep: Class 22 contains 87282 members 
Mstep: Class 23 contains 136090 members 
Mstep: Class 24 contains 5189 members 
Mstep: Class 25 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208440.000000 Penalty: 55007.320312
Iteration 395Q: 26 clusters Score -8.620844e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 49558 members 
Mstep: Class 3 contains 66825 members 
Mstep: Class 4 contains 4129 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 29486 members 
Mstep: Class 10 contains 5306 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 114865 members 
Mstep: Class 13 contains 3342 members 
Mstep: Class 14 contains 93645 members 
Mstep: Class 15 contains 26726 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36888 members 
Mstep: Class 18 contains 44967 members 
Mstep: Class 19 contains 14580 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16643 members 
Mstep: Class 22 contains 87207 members 
Mstep: Class 23 contains 136116 members 
Mstep: Class 24 contains 5194 members 
Mstep: Class 25 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208584.000000 Penalty: 55007.320312
Iteration 396Q: 26 clusters Score -8.620858e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 49114 members 
Mstep: Class 3 contains 66898 members 
Mstep: Class 4 contains 4128 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 29492 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 114804 members 
Mstep: Class 13 contains 3341 members 
Mstep: Class 14 contains 93560 members 
Mstep: Class 15 contains 26723 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36898 members 
Mstep: Class 18 contains 45541 members 
Mstep: Class 19 contains 14590 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16637 members 
Mstep: Class 22 contains 87110 members 
Mstep: Class 23 contains 136142 members 
Mstep: Class 24 contains 5195 members 
Mstep: Class 25 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208792.000000 Penalty: 55007.320312
Iteration 397Q: 26 clusters Score -8.620879e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 48642 members 
Mstep: Class 3 contains 66983 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 29499 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 11233 members 
Mstep: Class 12 contains 114706 members 
Mstep: Class 13 contains 3342 members 
Mstep: Class 14 contains 93484 members 
Mstep: Class 15 contains 26713 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36908 members 
Mstep: Class 18 contains 46160 members 
Mstep: Class 19 contains 14597 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16631 members 
Mstep: Class 22 contains 87004 members 
Mstep: Class 23 contains 136174 members 
Mstep: Class 24 contains 5201 members 
Mstep: Class 25 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208848.000000 Penalty: 55007.320312
Iteration 398Q: 26 clusters Score -8.620885e+07 nChanged 1429
Entering ConstructFrom: 
Score: -86208848.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -414524.875000 Penalty: 1345.038086
	Iteration 0F: 2 clusters Score -414524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -411197.750000 Penalty: 2690.076172
	Iteration 0F: 3 clusters Score -411197.8 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -412221.281250 Penalty: 2690.076172
	Iteration 1F: 3 clusters Score -412221.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -412443.156250 Penalty: 2690.076172
	Iteration 2F: 3 clusters Score -412443.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -412560.062500 Penalty: 2690.076172
	Iteration 3F: 3 clusters Score -412560.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -412656.843750 Penalty: 2690.076172
	Iteration 4Q: 3 clusters Score -412656.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -412736.687500 Penalty: 2690.076172
	Iteration 5Q: 3 clusters Score -412736.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -412804.250000 Penalty: 2690.076172
	Iteration 6Q: 3 clusters Score -412804.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -412883.250000 Penalty: 2690.076172
	Iteration 7Q: 3 clusters Score -412883.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -412947.187500 Penalty: 2690.076172
	Iteration 8Q: 3 clusters Score -412947.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -413016.468750 Penalty: 2690.076172
	Iteration 9Q: 3 clusters Score -413016.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -413090.875000 Penalty: 2690.076172
	Iteration 10Q: 3 clusters Score -413090.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -413150.906250 Penalty: 2690.076172
	Iteration 11Q: 3 clusters Score -413150.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -413205.562500 Penalty: 2690.076172
	Iteration 12Q: 3 clusters Score -413205.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -413267.156250 Penalty: 2690.076172
	Iteration 13Q: 3 clusters Score -413267.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -413335.625000 Penalty: 2690.076172
	Iteration 14Q: 3 clusters Score -413335.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -413386.437500 Penalty: 2690.076172
	Iteration 15Q: 3 clusters Score -413386.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -413425.812500 Penalty: 2690.076172
	Iteration 16Q: 3 clusters Score -413425.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -413468.781250 Penalty: 2690.076172
	Iteration 17Q: 3 clusters Score -413468.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -413491.250000 Penalty: 2690.076172
	Iteration 18Q: 3 clusters Score -413491.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -413508.125000 Penalty: 2690.076172
	Iteration 19Q: 3 clusters Score -413508.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -413518.843750 Penalty: 2690.076172
	Iteration 20F: 3 clusters Score -413518.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -413528.781250 Penalty: 2690.076172
	Iteration 21Q: 3 clusters Score -413528.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -413534.937500 Penalty: 2690.076172
	Iteration 22Q: 3 clusters Score -413534.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -413545.875000 Penalty: 2690.076172
	Iteration 23Q: 3 clusters Score -413545.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -413554.343750 Penalty: 2690.076172
	Iteration 24Q: 3 clusters Score -413554.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -413564.187500 Penalty: 2690.076172
	Iteration 25Q: 3 clusters Score -413564.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -413570.687500 Penalty: 2690.076172
	Iteration 26Q: 3 clusters Score -413570.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -413574.156250 Penalty: 2690.076172
	Iteration 27Q: 3 clusters Score -413574.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -413576.312500 Penalty: 2690.076172
	Iteration 28Q: 3 clusters Score -413576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -413581.937500 Penalty: 2690.076172
	Iteration 29Q: 3 clusters Score -413581.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -413587.062500 Penalty: 2690.076172
	Iteration 30Q: 3 clusters Score -413587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -413589.656250 Penalty: 2690.076172
	Iteration 31Q: 3 clusters Score -413589.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -413592.937500 Penalty: 2690.076172
	Iteration 32Q: 3 clusters Score -413592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -413595.500000 Penalty: 2690.076172
	Iteration 33Q: 3 clusters Score -413595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -413596.031250 Penalty: 2690.076172
	Iteration 34Q: 3 clusters Score -413596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -413596.500000 Penalty: 2690.076172
	Iteration 35Q: 3 clusters Score -413596.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -413596.500000 Penalty: 2690.076172
	Iteration 36F: 3 clusters Score -413596.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Entering Unmasked Estep 
Score: -5603341.500000 Penalty: 1752.205444
	Iteration 0F: 2 clusters Score -5603342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -5571061.000000 Penalty: 3504.410889
	Iteration 0F: 3 clusters Score -5571061 nChanged 22673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -5584118.000000 Penalty: 3504.410889
	Iteration 1F: 3 clusters Score -5584118 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -5584765.000000 Penalty: 3504.410889
	Iteration 2Q: 3 clusters Score -5584765 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -5585507.500000 Penalty: 3504.410889
	Iteration 3Q: 3 clusters Score -5585508 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -5586589.000000 Penalty: 3504.410889
	Iteration 4Q: 3 clusters Score -5586589 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -5588145.000000 Penalty: 3504.410889
	Iteration 5F: 3 clusters Score -5588145 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -5590535.500000 Penalty: 3504.410889
	Iteration 6F: 3 clusters Score -5590536 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -5593586.000000 Penalty: 3504.410889
	Iteration 7F: 3 clusters Score -5593586 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -5596557.000000 Penalty: 3504.410889
	Iteration 8F: 3 clusters Score -5596557 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -5598296.000000 Penalty: 3504.410889
	Iteration 9Q: 3 clusters Score -5598296 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5598957.500000 Penalty: 3504.410889
	Iteration 10Q: 3 clusters Score -5598958 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -5599230.000000 Penalty: 3504.410889
	Iteration 11Q: 3 clusters Score -5599230 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -5599477.000000 Penalty: 3504.410889
	Iteration 12Q: 3 clusters Score -5599477 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -5599696.500000 Penalty: 3504.410889
	Iteration 13Q: 3 clusters Score -5599696 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -5599837.500000 Penalty: 3504.410889
	Iteration 14Q: 3 clusters Score -5599838 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -5599969.500000 Penalty: 3504.410889
	Iteration 15Q: 3 clusters Score -5599970 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -5600150.000000 Penalty: 3504.410889
	Iteration 16Q: 3 clusters Score -5600150 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -5600302.500000 Penalty: 3504.410889
	Iteration 17Q: 3 clusters Score -5600302 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -5600443.500000 Penalty: 3504.410889
	Iteration 18Q: 3 clusters Score -5600444 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -5600564.500000 Penalty: 3504.410889
	Iteration 19Q: 3 clusters Score -5600564 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5600668.500000 Penalty: 3504.410889
	Iteration 20F: 3 clusters Score -5600668 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -5600801.500000 Penalty: 3504.410889
	Iteration 21Q: 3 clusters Score -5600802 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -5600917.000000 Penalty: 3504.410889
	Iteration 22Q: 3 clusters Score -5600917 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -5601027.000000 Penalty: 3504.410889
	Iteration 23Q: 3 clusters Score -5601027 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -5601109.000000 Penalty: 3504.410889
	Iteration 24Q: 3 clusters Score -5601109 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -5601191.500000 Penalty: 3504.410889
	Iteration 25Q: 3 clusters Score -5601192 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -5601255.500000 Penalty: 3504.410889
	Iteration 26Q: 3 clusters Score -5601256 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -5601315.500000 Penalty: 3504.410889
	Iteration 27Q: 3 clusters Score -5601316 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -5601380.500000 Penalty: 3504.410889
	Iteration 28Q: 3 clusters Score -5601380 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -5601455.500000 Penalty: 3504.410889
	Iteration 29Q: 3 clusters Score -5601456 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -5601520.500000 Penalty: 3504.410889
	Iteration 30Q: 3 clusters Score -5601520 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -5601579.000000 Penalty: 3504.410889
	Iteration 31Q: 3 clusters Score -5601579 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -5601634.500000 Penalty: 3504.410889
	Iteration 32Q: 3 clusters Score -5601634 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -5601691.500000 Penalty: 3504.410889
	Iteration 33Q: 3 clusters Score -5601692 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -5601723.000000 Penalty: 3504.410889
	Iteration 34Q: 3 clusters Score -5601723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -5601755.500000 Penalty: 3504.410889
	Iteration 35Q: 3 clusters Score -5601756 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -5601793.000000 Penalty: 3504.410889
	Iteration 36Q: 3 clusters Score -5601793 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -5601816.000000 Penalty: 3504.410889
	Iteration 37Q: 3 clusters Score -5601816 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -5601856.000000 Penalty: 3504.410889
	Iteration 38Q: 3 clusters Score -5601856 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -5601881.500000 Penalty: 3504.410889
	Iteration 39Q: 3 clusters Score -5601882 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -5601900.500000 Penalty: 3504.410889
	Iteration 40F: 3 clusters Score -5601900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -5601918.000000 Penalty: 3504.410889
	Iteration 41Q: 3 clusters Score -5601918 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -5601917.000000 Penalty: 3504.410889
	Iteration 42Q: 3 clusters Score -5601917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -5601931.500000 Penalty: 3504.410889
	Iteration 43Q: 3 clusters Score -5601932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -5601936.000000 Penalty: 3504.410889
	Iteration 44Q: 3 clusters Score -5601936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -5601945.500000 Penalty: 3504.410889
	Iteration 45Q: 3 clusters Score -5601946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -5601947.000000 Penalty: 3504.410889
	Iteration 46Q: 3 clusters Score -5601947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -5601964.000000 Penalty: 3504.410889
	Iteration 47Q: 3 clusters Score -5601964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -5601961.500000 Penalty: 3504.410889
	Iteration 48Q: 3 clusters Score -5601962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -5601965.500000 Penalty: 3504.410889
	Iteration 49Q: 3 clusters Score -5601966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -5601967.000000 Penalty: 3504.410889
	Iteration 50Q: 3 clusters Score -5601967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -5601971.000000 Penalty: 3504.410889
	Iteration 51Q: 3 clusters Score -5601971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -5601967.000000 Penalty: 3504.410889
	Iteration 52Q: 3 clusters Score -5601967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -5601972.000000 Penalty: 3504.410889
	Iteration 53Q: 3 clusters Score -5601972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -5601966.500000 Penalty: 3504.410889
	Iteration 54Q: 3 clusters Score -5601966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -5601978.000000 Penalty: 3504.410889
	Iteration 55Q: 3 clusters Score -5601978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -5601992.500000 Penalty: 3504.410889
	Iteration 56Q: 3 clusters Score -5601992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -5601993.000000 Penalty: 3504.410889
	Iteration 57Q: 3 clusters Score -5601993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -5601999.500000 Penalty: 3504.410889
	Iteration 58Q: 3 clusters Score -5602000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -5602006.000000 Penalty: 3504.410889
	Iteration 59Q: 3 clusters Score -5602006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -5602010.500000 Penalty: 3504.410889
	Iteration 60F: 3 clusters Score -5602010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -5602007.500000 Penalty: 3504.410889
	Iteration 61Q: 3 clusters Score -5602008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -5602007.500000 Penalty: 3504.410889
	Iteration 62Q: 3 clusters Score -5602008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -5602010.500000 Penalty: 3504.410889
	Iteration 63Q: 3 clusters Score -5602010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -5602008.500000 Penalty: 3504.410889
	Iteration 64Q: 3 clusters Score -5602008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -5602009.500000 Penalty: 3504.410889
	Iteration 65Q: 3 clusters Score -5602010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -5602010.000000 Penalty: 3504.410889
	Iteration 66Q: 3 clusters Score -5602010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -5602000.500000 Penalty: 3504.410889
	Iteration 67Q: 3 clusters Score -5602000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -5602003.000000 Penalty: 3504.410889
	Iteration 68Q: 3 clusters Score -5602003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -5602003.500000 Penalty: 3504.410889
	Iteration 69Q: 3 clusters Score -5602004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -5602005.000000 Penalty: 3504.410889
	Iteration 70Q: 3 clusters Score -5602005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -5602003.000000 Penalty: 3504.410889
	Iteration 71Q: 3 clusters Score -5602003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -5602006.500000 Penalty: 3504.410889
	Iteration 72Q: 3 clusters Score -5602006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -5602006.500000 Penalty: 3504.410889
	Iteration 73F: 3 clusters Score -5602006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Entering Unmasked Estep 
Score: -7806519.000000 Penalty: 1805.872192
	Iteration 0F: 2 clusters Score -7806519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -7761892.500000 Penalty: 3611.744385
	Iteration 0F: 3 clusters Score -7761892 nChanged 31586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -7780768.000000 Penalty: 3611.744385
	Iteration 1F: 3 clusters Score -7780768 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -7782525.000000 Penalty: 3611.744385
	Iteration 2F: 3 clusters Score -7782525 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -7785107.500000 Penalty: 3611.744385
	Iteration 3F: 3 clusters Score -7785108 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -7788750.500000 Penalty: 3611.744385
	Iteration 4F: 3 clusters Score -7788750 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -7793032.000000 Penalty: 3611.744385
	Iteration 5F: 3 clusters Score -7793032 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -7797012.000000 Penalty: 3611.744385
	Iteration 6F: 3 clusters Score -7797012 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -7799470.500000 Penalty: 3611.744385
	Iteration 7F: 3 clusters Score -7799470 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -7800671.000000 Penalty: 3611.744385
	Iteration 8Q: 3 clusters Score -7800671 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -7801373.500000 Penalty: 3611.744385
	Iteration 9Q: 3 clusters Score -7801374 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -7801861.500000 Penalty: 3611.744385
	Iteration 10Q: 3 clusters Score -7801862 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -7802379.500000 Penalty: 3611.744385
	Iteration 11Q: 3 clusters Score -7802380 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -7802878.500000 Penalty: 3611.744385
	Iteration 12Q: 3 clusters Score -7802878 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -7803361.000000 Penalty: 3611.744385
	Iteration 13Q: 3 clusters Score -7803361 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -7803731.000000 Penalty: 3611.744385
	Iteration 14Q: 3 clusters Score -7803731 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -7803990.500000 Penalty: 3611.744385
	Iteration 15Q: 3 clusters Score -7803990 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -7804199.500000 Penalty: 3611.744385
	Iteration 16Q: 3 clusters Score -7804200 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -7804311.000000 Penalty: 3611.744385
	Iteration 17Q: 3 clusters Score -7804311 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -7804460.000000 Penalty: 3611.744385
	Iteration 18Q: 3 clusters Score -7804460 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -7804591.000000 Penalty: 3611.744385
	Iteration 19Q: 3 clusters Score -7804591 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -7804694.000000 Penalty: 3611.744385
	Iteration 20F: 3 clusters Score -7804694 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -7804800.000000 Penalty: 3611.744385
	Iteration 21Q: 3 clusters Score -7804800 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 62810 members 
Entering Unmasked Estep 
Score: -7804865.500000 Penalty: 3611.744385
	Iteration 22Q: 3 clusters Score -7804866 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -7804925.000000 Penalty: 3611.744385
	Iteration 23Q: 3 clusters Score -7804925 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -7805051.000000 Penalty: 3611.744385
	Iteration 24Q: 3 clusters Score -7805051 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -7805095.500000 Penalty: 3611.744385
	Iteration 25Q: 3 clusters Score -7805096 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -7805150.500000 Penalty: 3611.744385
	Iteration 26Q: 3 clusters Score -7805150 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -7805222.500000 Penalty: 3611.744385
	Iteration 27Q: 3 clusters Score -7805222 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -7805307.000000 Penalty: 3611.744385
	Iteration 28Q: 3 clusters Score -7805307 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -7805360.500000 Penalty: 3611.744385
	Iteration 29Q: 3 clusters Score -7805360 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -7805381.500000 Penalty: 3611.744385
	Iteration 30Q: 3 clusters Score -7805382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 64407 members 
Entering Unmasked Estep 
Score: -7805441.000000 Penalty: 3611.744385
	Iteration 31Q: 3 clusters Score -7805441 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -7805484.000000 Penalty: 3611.744385
	Iteration 32Q: 3 clusters Score -7805484 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -7805518.500000 Penalty: 3611.744385
	Iteration 33Q: 3 clusters Score -7805518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -7805549.000000 Penalty: 3611.744385
	Iteration 34Q: 3 clusters Score -7805549 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -7805573.000000 Penalty: 3611.744385
	Iteration 35Q: 3 clusters Score -7805573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -7805578.000000 Penalty: 3611.744385
	Iteration 36Q: 3 clusters Score -7805578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -7805578.500000 Penalty: 3611.744385
	Iteration 37Q: 3 clusters Score -7805578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -7805607.500000 Penalty: 3611.744385
	Iteration 38Q: 3 clusters Score -7805608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -7805610.000000 Penalty: 3611.744385
	Iteration 39Q: 3 clusters Score -7805610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 64908 members 
Entering Unmasked Estep 
Score: -7805615.500000 Penalty: 3611.744385
	Iteration 40F: 3 clusters Score -7805616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 64937 members 
Entering Unmasked Estep 
Score: -7805632.000000 Penalty: 3611.744385
	Iteration 41Q: 3 clusters Score -7805632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -7805637.000000 Penalty: 3611.744385
	Iteration 42Q: 3 clusters Score -7805637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -7805631.500000 Penalty: 3611.744385
	Iteration 43Q: 3 clusters Score -7805632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -7805633.000000 Penalty: 3611.744385
	Iteration 44Q: 3 clusters Score -7805633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -7805640.000000 Penalty: 3611.744385
	Iteration 45Q: 3 clusters Score -7805640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 65011 members 
Entering Unmasked Estep 
Score: -7805641.500000 Penalty: 3611.744385
	Iteration 46Q: 3 clusters Score -7805642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -7805650.000000 Penalty: 3611.744385
	Iteration 47Q: 3 clusters Score -7805650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -7805652.000000 Penalty: 3611.744385
	Iteration 48Q: 3 clusters Score -7805652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -7805645.500000 Penalty: 3611.744385
	Iteration 49Q: 3 clusters Score -7805646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -7805647.000000 Penalty: 3611.744385
	Iteration 50Q: 3 clusters Score -7805647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -7805644.000000 Penalty: 3611.744385
	Iteration 51Q: 3 clusters Score -7805644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -7805646.500000 Penalty: 3611.744385
	Iteration 52Q: 3 clusters Score -7805646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -7805645.000000 Penalty: 3611.744385
	Iteration 53Q: 3 clusters Score -7805645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -7805649.500000 Penalty: 3611.744385
	Iteration 54Q: 3 clusters Score -7805650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -7805651.000000 Penalty: 3611.744385
	Iteration 55Q: 3 clusters Score -7805651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -7805653.500000 Penalty: 3611.744385
	Iteration 56Q: 3 clusters Score -7805654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -7805647.000000 Penalty: 3611.744385
	Iteration 57Q: 3 clusters Score -7805647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -7805646.500000 Penalty: 3611.744385
	Iteration 58Q: 3 clusters Score -7805646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -7805653.500000 Penalty: 3611.744385
	Iteration 59Q: 3 clusters Score -7805654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -7805653.500000 Penalty: 3611.744385
	Iteration 60F: 3 clusters Score -7805654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Entering Unmasked Estep 
Score: -474525.812500 Penalty: 1352.862183
	Iteration 0F: 2 clusters Score -474525.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -471125.687500 Penalty: 2705.724365
	Iteration 0F: 3 clusters Score -471125.7 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -472025.843750 Penalty: 2705.724365
	Iteration 1F: 3 clusters Score -472025.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -472210.062500 Penalty: 2705.724365
	Iteration 2F: 3 clusters Score -472210.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -472359.687500 Penalty: 2705.724365
	Iteration 3F: 3 clusters Score -472359.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -472480.406250 Penalty: 2705.724365
	Iteration 4Q: 3 clusters Score -472480.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -472597.250000 Penalty: 2705.724365
	Iteration 5Q: 3 clusters Score -472597.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -472707.968750 Penalty: 2705.724365
	Iteration 6Q: 3 clusters Score -472708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -472833.718750 Penalty: 2705.724365
	Iteration 7Q: 3 clusters Score -472833.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -472941.343750 Penalty: 2705.724365
	Iteration 8Q: 3 clusters Score -472941.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -473023.968750 Penalty: 2705.724365
	Iteration 9Q: 3 clusters Score -473024 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -473098.218750 Penalty: 2705.724365
	Iteration 10Q: 3 clusters Score -473098.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -473149.562500 Penalty: 2705.724365
	Iteration 11Q: 3 clusters Score -473149.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -473187.750000 Penalty: 2705.724365
	Iteration 12Q: 3 clusters Score -473187.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -473229.375000 Penalty: 2705.724365
	Iteration 13Q: 3 clusters Score -473229.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -473264.125000 Penalty: 2705.724365
	Iteration 14Q: 3 clusters Score -473264.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -473290.687500 Penalty: 2705.724365
	Iteration 15Q: 3 clusters Score -473290.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -473317.656250 Penalty: 2705.724365
	Iteration 16Q: 3 clusters Score -473317.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -473344.062500 Penalty: 2705.724365
	Iteration 17Q: 3 clusters Score -473344.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -473369.437500 Penalty: 2705.724365
	Iteration 18Q: 3 clusters Score -473369.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -473393.500000 Penalty: 2705.724365
	Iteration 19Q: 3 clusters Score -473393.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -473417.937500 Penalty: 2705.724365
	Iteration 20F: 3 clusters Score -473417.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -473450.531250 Penalty: 2705.724365
	Iteration 21Q: 3 clusters Score -473450.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -473488.000000 Penalty: 2705.724365
	Iteration 22Q: 3 clusters Score -473488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -473533.156250 Penalty: 2705.724365
	Iteration 23Q: 3 clusters Score -473533.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -473579.062500 Penalty: 2705.724365
	Iteration 24Q: 3 clusters Score -473579.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -473634.937500 Penalty: 2705.724365
	Iteration 25Q: 3 clusters Score -473634.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -473697.406250 Penalty: 2705.724365
	Iteration 26Q: 3 clusters Score -473697.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -473756.125000 Penalty: 2705.724365
	Iteration 27Q: 3 clusters Score -473756.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -473802.000000 Penalty: 2705.724365
	Iteration 28Q: 3 clusters Score -473802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -473828.031250 Penalty: 2705.724365
	Iteration 29Q: 3 clusters Score -473828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -473850.406250 Penalty: 2705.724365
	Iteration 30Q: 3 clusters Score -473850.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -473866.937500 Penalty: 2705.724365
	Iteration 31Q: 3 clusters Score -473866.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -473877.187500 Penalty: 2705.724365
	Iteration 32Q: 3 clusters Score -473877.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -473889.750000 Penalty: 2705.724365
	Iteration 33Q: 3 clusters Score -473889.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -473901.000000 Penalty: 2705.724365
	Iteration 34Q: 3 clusters Score -473901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -473915.468750 Penalty: 2705.724365
	Iteration 35Q: 3 clusters Score -473915.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -473929.062500 Penalty: 2705.724365
	Iteration 36Q: 3 clusters Score -473929.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -473937.218750 Penalty: 2705.724365
	Iteration 37Q: 3 clusters Score -473937.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -473944.812500 Penalty: 2705.724365
	Iteration 38Q: 3 clusters Score -473944.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -473948.687500 Penalty: 2705.724365
	Iteration 39Q: 3 clusters Score -473948.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -473953.250000 Penalty: 2705.724365
	Iteration 40F: 3 clusters Score -473953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -473955.843750 Penalty: 2705.724365
	Iteration 41Q: 3 clusters Score -473955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -473956.625000 Penalty: 2705.724365
	Iteration 42Q: 3 clusters Score -473956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -473956.656250 Penalty: 2705.724365
	Iteration 43Q: 3 clusters Score -473956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -473958.125000 Penalty: 2705.724365
	Iteration 44Q: 3 clusters Score -473958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -473958.250000 Penalty: 2705.724365
	Iteration 45Q: 3 clusters Score -473958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -473959.531250 Penalty: 2705.724365
	Iteration 46Q: 3 clusters Score -473959.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -473960.312500 Penalty: 2705.724365
	Iteration 47Q: 3 clusters Score -473960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -473959.937500 Penalty: 2705.724365
	Iteration 48Q: 3 clusters Score -473959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -473960.406250 Penalty: 2705.724365
	Iteration 49Q: 3 clusters Score -473960.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -473962.250000 Penalty: 2705.724365
	Iteration 50Q: 3 clusters Score -473962.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -473962.250000 Penalty: 2705.724365
	Iteration 51Q: 3 clusters Score -473962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -473962.375000 Penalty: 2705.724365
	Iteration 52Q: 3 clusters Score -473962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -473962.375000 Penalty: 2705.724365
	Iteration 53F: 3 clusters Score -473962.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -335269.000000 Penalty: 1302.168213
	Iteration 0F: 2 clusters Score -335269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -332523.312500 Penalty: 2604.336426
	Iteration 0F: 3 clusters Score -332523.3 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -333196.968750 Penalty: 2604.336426
	Iteration 1F: 3 clusters Score -333197 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -333339.281250 Penalty: 2604.336426
	Iteration 2F: 3 clusters Score -333339.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -333465.656250 Penalty: 2604.336426
	Iteration 3F: 3 clusters Score -333465.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -333579.375000 Penalty: 2604.336426
	Iteration 4Q: 3 clusters Score -333579.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -333685.968750 Penalty: 2604.336426
	Iteration 5Q: 3 clusters Score -333686 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -333754.375000 Penalty: 2604.336426
	Iteration 6Q: 3 clusters Score -333754.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -333805.375000 Penalty: 2604.336426
	Iteration 7Q: 3 clusters Score -333805.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -333853.750000 Penalty: 2604.336426
	Iteration 8Q: 3 clusters Score -333853.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -333889.718750 Penalty: 2604.336426
	Iteration 9Q: 3 clusters Score -333889.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -333915.343750 Penalty: 2604.336426
	Iteration 10Q: 3 clusters Score -333915.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -333931.000000 Penalty: 2604.336426
	Iteration 11Q: 3 clusters Score -333931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -333941.906250 Penalty: 2604.336426
	Iteration 12Q: 3 clusters Score -333941.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -333950.031250 Penalty: 2604.336426
	Iteration 13Q: 3 clusters Score -333950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -333957.312500 Penalty: 2604.336426
	Iteration 14Q: 3 clusters Score -333957.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -333962.812500 Penalty: 2604.336426
	Iteration 15Q: 3 clusters Score -333962.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -333971.531250 Penalty: 2604.336426
	Iteration 16Q: 3 clusters Score -333971.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -333978.281250 Penalty: 2604.336426
	Iteration 17Q: 3 clusters Score -333978.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -333982.000000 Penalty: 2604.336426
	Iteration 18Q: 3 clusters Score -333982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -333985.531250 Penalty: 2604.336426
	Iteration 19Q: 3 clusters Score -333985.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -333989.906250 Penalty: 2604.336426
	Iteration 20F: 3 clusters Score -333989.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -333995.406250 Penalty: 2604.336426
	Iteration 21Q: 3 clusters Score -333995.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -334000.000000 Penalty: 2604.336426
	Iteration 22Q: 3 clusters Score -334000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -334002.687500 Penalty: 2604.336426
	Iteration 23Q: 3 clusters Score -334002.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -334007.281250 Penalty: 2604.336426
	Iteration 24Q: 3 clusters Score -334007.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -334010.468750 Penalty: 2604.336426
	Iteration 25Q: 3 clusters Score -334010.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -334012.531250 Penalty: 2604.336426
	Iteration 26Q: 3 clusters Score -334012.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -334014.250000 Penalty: 2604.336426
	Iteration 27Q: 3 clusters Score -334014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -334016.281250 Penalty: 2604.336426
	Iteration 28Q: 3 clusters Score -334016.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -334018.062500 Penalty: 2604.336426
	Iteration 29Q: 3 clusters Score -334018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -334019.500000 Penalty: 2604.336426
	Iteration 30Q: 3 clusters Score -334019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -334020.687500 Penalty: 2604.336426
	Iteration 31Q: 3 clusters Score -334020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -334021.343750 Penalty: 2604.336426
	Iteration 32Q: 3 clusters Score -334021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -334022.062500 Penalty: 2604.336426
	Iteration 33Q: 3 clusters Score -334022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -334023.343750 Penalty: 2604.336426
	Iteration 34Q: 3 clusters Score -334023.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -334023.250000 Penalty: 2604.336426
	Iteration 35Q: 3 clusters Score -334023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -334025.468750 Penalty: 2604.336426
	Iteration 36Q: 3 clusters Score -334025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -334026.062500 Penalty: 2604.336426
	Iteration 37Q: 3 clusters Score -334026.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -334025.656250 Penalty: 2604.336426
	Iteration 38Q: 3 clusters Score -334025.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -334026.343750 Penalty: 2604.336426
	Iteration 39Q: 3 clusters Score -334026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -334026.437500 Penalty: 2604.336426
	Iteration 40F: 3 clusters Score -334026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -334026.781250 Penalty: 2604.336426
	Iteration 41Q: 3 clusters Score -334026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -334026.781250 Penalty: 2604.336426
	Iteration 42F: 3 clusters Score -334026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -45233.656250 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -45233.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44266.667969 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -44266.67 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44463.031250 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -44463.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44541.812500 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -44541.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44572.621094 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -44572.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44588.472656 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -44588.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44605.949219 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -44605.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44629.097656 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -44629.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44641.378906 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -44641.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44649.343750 Penalty: 1986.946777
	Iteration 8Q: 3 clusters Score -44649.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44654.593750 Penalty: 1986.946777
	Iteration 9Q: 3 clusters Score -44654.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44657.691406 Penalty: 1986.946777
	Iteration 10Q: 3 clusters Score -44657.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44658.746094 Penalty: 1986.946777
	Iteration 11Q: 3 clusters Score -44658.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44658.746094 Penalty: 1986.946777
	Iteration 12F: 3 clusters Score -44658.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -13236.954102 Penalty: 845.651062
	Iteration 0F: 2 clusters Score -13236.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12711.478516 Penalty: 1691.302124
	Iteration 0F: 3 clusters Score -12711.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12903.528320 Penalty: 1691.302124
	Iteration 1F: 3 clusters Score -12903.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12931.282227 Penalty: 1691.302124
	Iteration 2Q: 3 clusters Score -12931.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13004.710938 Penalty: 1691.302124
	Iteration 3Q: 3 clusters Score -13004.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13131.188477 Penalty: 1691.302124
	Iteration 4Q: 3 clusters Score -13131.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13299.731445 Penalty: 1691.302124
	Iteration 5Q: 3 clusters Score -13299.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13311.242188 Penalty: 1691.302124
	Iteration 6Q: 3 clusters Score -13311.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13311.242188 Penalty: 1691.302124
	Iteration 7F: 3 clusters Score -13311.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 48185 members 
Mstep: Class 3 contains 67041 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 58 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 29503 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 114583 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 93428 members 
Mstep: Class 15 contains 26709 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36928 members 
Mstep: Class 18 contains 46794 members 
Mstep: Class 19 contains 14606 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16628 members 
Mstep: Class 22 contains 86894 members 
Mstep: Class 23 contains 136215 members 
Mstep: Class 24 contains 5198 members 
Mstep: Class 25 contains 911 members 
Mstep: Class 26 contains 124 members 
Entering Unmasked Estep 
Score: -86207832.000000 Penalty: 57207.613281
Splitting cluster 7 changes total score from -86208848.000000 to -86207832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -412992.375000 Penalty: 1329.802002
	Iteration 0F: 2 clusters Score -412992.4 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 1841 members 
Entering Unmasked Estep 
Score: -409921.125000 Penalty: 2659.604004
	Iteration 0F: 3 clusters Score -409921.1 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -410669.218750 Penalty: 2659.604004
	Iteration 1F: 3 clusters Score -410669.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -410834.593750 Penalty: 2659.604004
	Iteration 2F: 3 clusters Score -410834.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -410930.687500 Penalty: 2659.604004
	Iteration 3F: 3 clusters Score -410930.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -411016.656250 Penalty: 2659.604004
	Iteration 4Q: 3 clusters Score -411016.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -411089.843750 Penalty: 2659.604004
	Iteration 5Q: 3 clusters Score -411089.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -411157.500000 Penalty: 2659.604004
	Iteration 6Q: 3 clusters Score -411157.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -411236.062500 Penalty: 2659.604004
	Iteration 7Q: 3 clusters Score -411236.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -411318.437500 Penalty: 2659.604004
	Iteration 8Q: 3 clusters Score -411318.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -411389.437500 Penalty: 2659.604004
	Iteration 9Q: 3 clusters Score -411389.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -411458.750000 Penalty: 2659.604004
	Iteration 10Q: 3 clusters Score -411458.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -411518.906250 Penalty: 2659.604004
	Iteration 11Q: 3 clusters Score -411518.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -411574.406250 Penalty: 2659.604004
	Iteration 12Q: 3 clusters Score -411574.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -411624.125000 Penalty: 2659.604004
	Iteration 13Q: 3 clusters Score -411624.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -411654.593750 Penalty: 2659.604004
	Iteration 14Q: 3 clusters Score -411654.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -411678.875000 Penalty: 2659.604004
	Iteration 15Q: 3 clusters Score -411678.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -411694.906250 Penalty: 2659.604004
	Iteration 16Q: 3 clusters Score -411694.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -411715.750000 Penalty: 2659.604004
	Iteration 17Q: 3 clusters Score -411715.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -411727.156250 Penalty: 2659.604004
	Iteration 18Q: 3 clusters Score -411727.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -411741.000000 Penalty: 2659.604004
	Iteration 19Q: 3 clusters Score -411741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -411753.625000 Penalty: 2659.604004
	Iteration 20F: 3 clusters Score -411753.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -411762.937500 Penalty: 2659.604004
	Iteration 21Q: 3 clusters Score -411762.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -411773.750000 Penalty: 2659.604004
	Iteration 22Q: 3 clusters Score -411773.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -411782.718750 Penalty: 2659.604004
	Iteration 23Q: 3 clusters Score -411782.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -411788.406250 Penalty: 2659.604004
	Iteration 24Q: 3 clusters Score -411788.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -411795.406250 Penalty: 2659.604004
	Iteration 25Q: 3 clusters Score -411795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -411799.343750 Penalty: 2659.604004
	Iteration 26Q: 3 clusters Score -411799.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -411799.343750 Penalty: 2659.604004
	Iteration 27F: 3 clusters Score -411799.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Entering Unmasked Estep 
Score: -3311959.750000 Penalty: 1672.490112
	Iteration 0F: 2 clusters Score -3311960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3292025.000000 Penalty: 3344.980225
	Iteration 0F: 3 clusters Score -3292025 nChanged 13646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3299648.000000 Penalty: 3344.980225
	Iteration 1F: 3 clusters Score -3299648 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3300061.000000 Penalty: 3344.980225
	Iteration 2Q: 3 clusters Score -3300061 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3300510.750000 Penalty: 3344.980225
	Iteration 3Q: 3 clusters Score -3300511 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3301051.000000 Penalty: 3344.980225
	Iteration 4Q: 3 clusters Score -3301051 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3301722.000000 Penalty: 3344.980225
	Iteration 5Q: 3 clusters Score -3301722 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3302548.000000 Penalty: 3344.980225
	Iteration 6Q: 3 clusters Score -3302548 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3303594.500000 Penalty: 3344.980225
	Iteration 7F: 3 clusters Score -3303594 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3304905.500000 Penalty: 3344.980225
	Iteration 8F: 3 clusters Score -3304906 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3306331.250000 Penalty: 3344.980225
	Iteration 9F: 3 clusters Score -3306331 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3307631.250000 Penalty: 3344.980225
	Iteration 10F: 3 clusters Score -3307631 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3308602.000000 Penalty: 3344.980225
	Iteration 11Q: 3 clusters Score -3308602 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3309233.000000 Penalty: 3344.980225
	Iteration 12Q: 3 clusters Score -3309233 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3309720.250000 Penalty: 3344.980225
	Iteration 13Q: 3 clusters Score -3309720 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3309998.000000 Penalty: 3344.980225
	Iteration 14Q: 3 clusters Score -3309998 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3310154.500000 Penalty: 3344.980225
	Iteration 15Q: 3 clusters Score -3310154 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3310262.750000 Penalty: 3344.980225
	Iteration 16Q: 3 clusters Score -3310263 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3310360.250000 Penalty: 3344.980225
	Iteration 17Q: 3 clusters Score -3310360 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3310414.000000 Penalty: 3344.980225
	Iteration 18Q: 3 clusters Score -3310414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3310469.750000 Penalty: 3344.980225
	Iteration 19Q: 3 clusters Score -3310470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3310496.750000 Penalty: 3344.980225
	Iteration 20F: 3 clusters Score -3310497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3310517.000000 Penalty: 3344.980225
	Iteration 21Q: 3 clusters Score -3310517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3310530.000000 Penalty: 3344.980225
	Iteration 22Q: 3 clusters Score -3310530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3310535.500000 Penalty: 3344.980225
	Iteration 23Q: 3 clusters Score -3310536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3310550.250000 Penalty: 3344.980225
	Iteration 24Q: 3 clusters Score -3310550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3310560.750000 Penalty: 3344.980225
	Iteration 25Q: 3 clusters Score -3310561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3310566.750000 Penalty: 3344.980225
	Iteration 26Q: 3 clusters Score -3310567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3310574.000000 Penalty: 3344.980225
	Iteration 27Q: 3 clusters Score -3310574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3310581.000000 Penalty: 3344.980225
	Iteration 28Q: 3 clusters Score -3310581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3310582.000000 Penalty: 3344.980225
	Iteration 29Q: 3 clusters Score -3310582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3310587.250000 Penalty: 3344.980225
	Iteration 30Q: 3 clusters Score -3310587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3310596.750000 Penalty: 3344.980225
	Iteration 31Q: 3 clusters Score -3310597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3310598.750000 Penalty: 3344.980225
	Iteration 32Q: 3 clusters Score -3310599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3310606.000000 Penalty: 3344.980225
	Iteration 33Q: 3 clusters Score -3310606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3310609.750000 Penalty: 3344.980225
	Iteration 34Q: 3 clusters Score -3310610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3310617.250000 Penalty: 3344.980225
	Iteration 35Q: 3 clusters Score -3310617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3310615.000000 Penalty: 3344.980225
	Iteration 36Q: 3 clusters Score -3310615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3310622.750000 Penalty: 3344.980225
	Iteration 37Q: 3 clusters Score -3310623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3310622.750000 Penalty: 3344.980225
	Iteration 38Q: 3 clusters Score -3310623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3310624.000000 Penalty: 3344.980225
	Iteration 39Q: 3 clusters Score -3310624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3310623.500000 Penalty: 3344.980225
	Iteration 40F: 3 clusters Score -3310624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Entering Unmasked Estep 
Score: -587249.812500 Penalty: 1393.757690
	Iteration 0F: 2 clusters Score -587249.8 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 2614 members 
Entering Unmasked Estep 
Score: -583030.500000 Penalty: 2787.515381
	Iteration 0F: 3 clusters Score -583030.5 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -584199.812500 Penalty: 2787.515381
	Iteration 1F: 3 clusters Score -584199.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -584386.937500 Penalty: 2787.515381
	Iteration 2F: 3 clusters Score -584386.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -584511.312500 Penalty: 2787.515381
	Iteration 3F: 3 clusters Score -584511.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -584591.062500 Penalty: 2787.515381
	Iteration 4Q: 3 clusters Score -584591.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -584654.312500 Penalty: 2787.515381
	Iteration 5Q: 3 clusters Score -584654.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -584721.562500 Penalty: 2787.515381
	Iteration 6Q: 3 clusters Score -584721.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -584777.812500 Penalty: 2787.515381
	Iteration 7Q: 3 clusters Score -584777.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -584839.812500 Penalty: 2787.515381
	Iteration 8Q: 3 clusters Score -584839.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -584903.250000 Penalty: 2787.515381
	Iteration 9Q: 3 clusters Score -584903.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -584994.250000 Penalty: 2787.515381
	Iteration 10Q: 3 clusters Score -584994.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -585097.062500 Penalty: 2787.515381
	Iteration 11Q: 3 clusters Score -585097.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -585200.625000 Penalty: 2787.515381
	Iteration 12Q: 3 clusters Score -585200.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -585321.000000 Penalty: 2787.515381
	Iteration 13Q: 3 clusters Score -585321 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -585422.750000 Penalty: 2787.515381
	Iteration 14Q: 3 clusters Score -585422.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -585527.562500 Penalty: 2787.515381
	Iteration 15Q: 3 clusters Score -585527.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -585611.687500 Penalty: 2787.515381
	Iteration 16Q: 3 clusters Score -585611.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -585697.000000 Penalty: 2787.515381
	Iteration 17Q: 3 clusters Score -585697 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -585758.500000 Penalty: 2787.515381
	Iteration 18Q: 3 clusters Score -585758.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -585815.312500 Penalty: 2787.515381
	Iteration 19Q: 3 clusters Score -585815.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -585866.000000 Penalty: 2787.515381
	Iteration 20F: 3 clusters Score -585866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -585903.937500 Penalty: 2787.515381
	Iteration 21Q: 3 clusters Score -585903.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -585939.437500 Penalty: 2787.515381
	Iteration 22Q: 3 clusters Score -585939.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -585966.312500 Penalty: 2787.515381
	Iteration 23Q: 3 clusters Score -585966.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -585982.000000 Penalty: 2787.515381
	Iteration 24Q: 3 clusters Score -585982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -585996.312500 Penalty: 2787.515381
	Iteration 25Q: 3 clusters Score -585996.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -586016.562500 Penalty: 2787.515381
	Iteration 26Q: 3 clusters Score -586016.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -586031.375000 Penalty: 2787.515381
	Iteration 27Q: 3 clusters Score -586031.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -586041.000000 Penalty: 2787.515381
	Iteration 28Q: 3 clusters Score -586041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -586051.937500 Penalty: 2787.515381
	Iteration 29Q: 3 clusters Score -586051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -586056.437500 Penalty: 2787.515381
	Iteration 30Q: 3 clusters Score -586056.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -586059.250000 Penalty: 2787.515381
	Iteration 31Q: 3 clusters Score -586059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -586062.437500 Penalty: 2787.515381
	Iteration 32Q: 3 clusters Score -586062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -586064.625000 Penalty: 2787.515381
	Iteration 33Q: 3 clusters Score -586064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -586067.187500 Penalty: 2787.515381
	Iteration 34Q: 3 clusters Score -586067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -586070.812500 Penalty: 2787.515381
	Iteration 35Q: 3 clusters Score -586070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -586071.562500 Penalty: 2787.515381
	Iteration 36Q: 3 clusters Score -586071.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -586071.562500 Penalty: 2787.515381
	Iteration 37F: 3 clusters Score -586071.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1286189.000000 Penalty: 1515.559814
	Iteration 0F: 2 clusters Score -1286189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1278314.125000 Penalty: 3031.119629
	Iteration 0F: 3 clusters Score -1278314 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1281011.125000 Penalty: 3031.119629
	Iteration 1F: 3 clusters Score -1281011 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1281292.750000 Penalty: 3031.119629
	Iteration 2F: 3 clusters Score -1281293 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1281602.125000 Penalty: 3031.119629
	Iteration 3Q: 3 clusters Score -1281602 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1282004.500000 Penalty: 3031.119629
	Iteration 4F: 3 clusters Score -1282004 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1282453.500000 Penalty: 3031.119629
	Iteration 5F: 3 clusters Score -1282454 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1282895.375000 Penalty: 3031.119629
	Iteration 6F: 3 clusters Score -1282895 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1283315.750000 Penalty: 3031.119629
	Iteration 7F: 3 clusters Score -1283316 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1283715.875000 Penalty: 3031.119629
	Iteration 8F: 3 clusters Score -1283716 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1284134.000000 Penalty: 3031.119629
	Iteration 9F: 3 clusters Score -1284134 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1284569.625000 Penalty: 3031.119629
	Iteration 10Q: 3 clusters Score -1284570 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1285002.375000 Penalty: 3031.119629
	Iteration 11Q: 3 clusters Score -1285002 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1285428.750000 Penalty: 3031.119629
	Iteration 12Q: 3 clusters Score -1285429 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1285762.500000 Penalty: 3031.119629
	Iteration 13Q: 3 clusters Score -1285762 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1285899.500000 Penalty: 3031.119629
	Iteration 14Q: 3 clusters Score -1285900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1285946.750000 Penalty: 3031.119629
	Iteration 15Q: 3 clusters Score -1285947 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1285962.250000 Penalty: 3031.119629
	Iteration 16Q: 3 clusters Score -1285962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1285972.750000 Penalty: 3031.119629
	Iteration 17Q: 3 clusters Score -1285973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1285976.125000 Penalty: 3031.119629
	Iteration 18Q: 3 clusters Score -1285976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1285979.000000 Penalty: 3031.119629
	Iteration 19Q: 3 clusters Score -1285979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1285978.250000 Penalty: 3031.119629
	Iteration 20F: 3 clusters Score -1285978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1285982.250000 Penalty: 3031.119629
	Iteration 21Q: 3 clusters Score -1285982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1285981.250000 Penalty: 3031.119629
	Iteration 22Q: 3 clusters Score -1285981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1285981.750000 Penalty: 3031.119629
	Iteration 23Q: 3 clusters Score -1285982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1285982.875000 Penalty: 3031.119629
	Iteration 24Q: 3 clusters Score -1285983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1285984.625000 Penalty: 3031.119629
	Iteration 25Q: 3 clusters Score -1285985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1285983.625000 Penalty: 3031.119629
	Iteration 26Q: 3 clusters Score -1285984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1285981.750000 Penalty: 3031.119629
	Iteration 27Q: 3 clusters Score -1285982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1285985.375000 Penalty: 3031.119629
	Iteration 28Q: 3 clusters Score -1285985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1285985.375000 Penalty: 3031.119629
	Iteration 29F: 3 clusters Score -1285985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (114583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Entering Unmasked Estep 
Score: -13411272.000000 Penalty: 1892.971313
	Iteration 0F: 2 clusters Score -1.341127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -13339583.000000 Penalty: 3785.942627
	Iteration 0F: 3 clusters Score -1.333958e+07 nChanged 54951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -13372085.000000 Penalty: 3785.942627
	Iteration 1F: 3 clusters Score -1.337208e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -13373312.000000 Penalty: 3785.942627
	Iteration 2Q: 3 clusters Score -1.337331e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -13375190.000000 Penalty: 3785.942627
	Iteration 3Q: 3 clusters Score -1.337519e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -13378332.000000 Penalty: 3785.942627
	Iteration 4F: 3 clusters Score -1.337833e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -13383654.000000 Penalty: 3785.942627
	Iteration 5F: 3 clusters Score -1.338365e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -13390539.000000 Penalty: 3785.942627
	Iteration 6F: 3 clusters Score -1.339054e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -13397017.000000 Penalty: 3785.942627
	Iteration 7F: 3 clusters Score -1.339702e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -13401248.000000 Penalty: 3785.942627
	Iteration 8Q: 3 clusters Score -1.340125e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 96841 members 
Entering Unmasked Estep 
Score: -13403134.000000 Penalty: 3785.942627
	Iteration 9Q: 3 clusters Score -1.340313e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 98709 members 
Entering Unmasked Estep 
Score: -13404072.000000 Penalty: 3785.942627
	Iteration 10Q: 3 clusters Score -1.340407e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
Score: -13404901.000000 Penalty: 3785.942627
	Iteration 11Q: 3 clusters Score -1.34049e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 101894 members 
Entering Unmasked Estep 
Score: -13405989.000000 Penalty: 3785.942627
	Iteration 12Q: 3 clusters Score -1.340599e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -13406867.000000 Penalty: 3785.942627
	Iteration 13Q: 3 clusters Score -1.340687e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 105212 members 
Entering Unmasked Estep 
Score: -13407701.000000 Penalty: 3785.942627
	Iteration 14Q: 3 clusters Score -1.34077e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 106810 members 
Entering Unmasked Estep 
Score: -13408415.000000 Penalty: 3785.942627
	Iteration 15Q: 3 clusters Score -1.340842e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 108278 members 
Entering Unmasked Estep 
Score: -13409052.000000 Penalty: 3785.942627
	Iteration 16Q: 3 clusters Score -1.340905e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 109491 members 
Entering Unmasked Estep 
Score: -13409459.000000 Penalty: 3785.942627
	Iteration 17Q: 3 clusters Score -1.340946e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -13409817.000000 Penalty: 3785.942627
	Iteration 18Q: 3 clusters Score -1.340982e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 111315 members 
Entering Unmasked Estep 
Score: -13409989.000000 Penalty: 3785.942627
	Iteration 19Q: 3 clusters Score -1.340999e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 111929 members 
Entering Unmasked Estep 
Score: -13410055.000000 Penalty: 3785.942627
	Iteration 20F: 3 clusters Score -1.341006e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 112442 members 
Entering Unmasked Estep 
Score: -13410016.000000 Penalty: 3785.942627
	Iteration 21Q: 3 clusters Score -1.341002e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 112871 members 
Entering Unmasked Estep 
Score: -13410028.000000 Penalty: 3785.942627
	Iteration 22Q: 3 clusters Score -1.341003e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 113167 members 
Entering Unmasked Estep 
Score: -13410016.000000 Penalty: 3785.942627
	Iteration 23Q: 3 clusters Score -1.341002e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 113402 members 
Entering Unmasked Estep 
Score: -13410005.000000 Penalty: 3785.942627
	Iteration 24Q: 3 clusters Score -1.341e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 113559 members 
Entering Unmasked Estep 
Score: -13409981.000000 Penalty: 3785.942627
	Iteration 25Q: 3 clusters Score -1.340998e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 113683 members 
Entering Unmasked Estep 
Score: -13409939.000000 Penalty: 3785.942627
	Iteration 26Q: 3 clusters Score -1.340994e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 113782 members 
Entering Unmasked Estep 
Score: -13409951.000000 Penalty: 3785.942627
	Iteration 27Q: 3 clusters Score -1.340995e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 113848 members 
Entering Unmasked Estep 
Score: -13409944.000000 Penalty: 3785.942627
	Iteration 28Q: 3 clusters Score -1.340994e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 113892 members 
Entering Unmasked Estep 
Score: -13409947.000000 Penalty: 3785.942627
	Iteration 29Q: 3 clusters Score -1.340995e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 113921 members 
Entering Unmasked Estep 
Score: -13409932.000000 Penalty: 3785.942627
	Iteration 30Q: 3 clusters Score -1.340993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 113940 members 
Entering Unmasked Estep 
Score: -13409920.000000 Penalty: 3785.942627
	Iteration 31Q: 3 clusters Score -1.340992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -13409927.000000 Penalty: 3785.942627
	Iteration 32Q: 3 clusters Score -1.340993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 113974 members 
Entering Unmasked Estep 
Score: -13409903.000000 Penalty: 3785.942627
	Iteration 33Q: 3 clusters Score -1.34099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 113993 members 
Entering Unmasked Estep 
Score: -13409911.000000 Penalty: 3785.942627
	Iteration 34Q: 3 clusters Score -1.340991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 114010 members 
Entering Unmasked Estep 
Score: -13409904.000000 Penalty: 3785.942627
	Iteration 35Q: 3 clusters Score -1.34099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 114024 members 
Entering Unmasked Estep 
Score: -13409895.000000 Penalty: 3785.942627
	Iteration 36Q: 3 clusters Score -1.34099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 114038 members 
Entering Unmasked Estep 
Score: -13409884.000000 Penalty: 3785.942627
	Iteration 37Q: 3 clusters Score -1.340988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -13409898.000000 Penalty: 3785.942627
	Iteration 38Q: 3 clusters Score -1.34099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 114051 members 
Entering Unmasked Estep 
Score: -13409901.000000 Penalty: 3785.942627
	Iteration 39Q: 3 clusters Score -1.34099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 114058 members 
Entering Unmasked Estep 
Score: -13409907.000000 Penalty: 3785.942627
	Iteration 40F: 3 clusters Score -1.340991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 114062 members 
Entering Unmasked Estep 
Score: -13409901.000000 Penalty: 3785.942627
	Iteration 41Q: 3 clusters Score -1.34099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 114066 members 
Entering Unmasked Estep 
Score: -13409908.000000 Penalty: 3785.942627
	Iteration 42Q: 3 clusters Score -1.340991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 114067 members 
Entering Unmasked Estep 
Score: -13409907.000000 Penalty: 3785.942627
	Iteration 43Q: 3 clusters Score -1.340991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 114070 members 
Entering Unmasked Estep 
Score: -13409895.000000 Penalty: 3785.942627
	Iteration 44Q: 3 clusters Score -1.34099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 114071 members 
Entering Unmasked Estep 
Score: -13409895.000000 Penalty: 3785.942627
	Iteration 45Q: 3 clusters Score -1.34099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -13409897.000000 Penalty: 3785.942627
	Iteration 46Q: 3 clusters Score -1.34099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 114074 members 
Entering Unmasked Estep 
Score: -13409897.000000 Penalty: 3785.942627
	Iteration 47Q: 3 clusters Score -1.34099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 114075 members 
Entering Unmasked Estep 
Score: -13409903.000000 Penalty: 3785.942627
	Iteration 48Q: 3 clusters Score -1.34099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 114075 members 
Entering Unmasked Estep 
Score: -13409903.000000 Penalty: 3785.942627
	Iteration 49F: 3 clusters Score -1.34099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Entering Unmasked Estep 
Score: -386876.156250 Penalty: 1318.383057
	Iteration 0F: 2 clusters Score -386876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -383967.437500 Penalty: 2636.766113
	Iteration 0F: 3 clusters Score -383967.4 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -384679.062500 Penalty: 2636.766113
	Iteration 1F: 3 clusters Score -384679.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -384865.843750 Penalty: 2636.766113
	Iteration 2F: 3 clusters Score -384865.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -385014.156250 Penalty: 2636.766113
	Iteration 3F: 3 clusters Score -385014.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -385143.781250 Penalty: 2636.766113
	Iteration 4F: 3 clusters Score -385143.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -385244.937500 Penalty: 2636.766113
	Iteration 5Q: 3 clusters Score -385244.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -385340.281250 Penalty: 2636.766113
	Iteration 6Q: 3 clusters Score -385340.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -385418.812500 Penalty: 2636.766113
	Iteration 7Q: 3 clusters Score -385418.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -385487.281250 Penalty: 2636.766113
	Iteration 8Q: 3 clusters Score -385487.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -385552.812500 Penalty: 2636.766113
	Iteration 9Q: 3 clusters Score -385552.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -385604.843750 Penalty: 2636.766113
	Iteration 10Q: 3 clusters Score -385604.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -385652.125000 Penalty: 2636.766113
	Iteration 11Q: 3 clusters Score -385652.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -385677.562500 Penalty: 2636.766113
	Iteration 12Q: 3 clusters Score -385677.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -385699.281250 Penalty: 2636.766113
	Iteration 13Q: 3 clusters Score -385699.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -385714.500000 Penalty: 2636.766113
	Iteration 14Q: 3 clusters Score -385714.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -385733.750000 Penalty: 2636.766113
	Iteration 15Q: 3 clusters Score -385733.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -385756.437500 Penalty: 2636.766113
	Iteration 16Q: 3 clusters Score -385756.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -385777.656250 Penalty: 2636.766113
	Iteration 17Q: 3 clusters Score -385777.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -385799.437500 Penalty: 2636.766113
	Iteration 18Q: 3 clusters Score -385799.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -385813.031250 Penalty: 2636.766113
	Iteration 19Q: 3 clusters Score -385813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -385821.781250 Penalty: 2636.766113
	Iteration 20F: 3 clusters Score -385821.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -385829.062500 Penalty: 2636.766113
	Iteration 21Q: 3 clusters Score -385829.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -385835.937500 Penalty: 2636.766113
	Iteration 22Q: 3 clusters Score -385835.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -385846.906250 Penalty: 2636.766113
	Iteration 23Q: 3 clusters Score -385846.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -385854.562500 Penalty: 2636.766113
	Iteration 24Q: 3 clusters Score -385854.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -385862.781250 Penalty: 2636.766113
	Iteration 25Q: 3 clusters Score -385862.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -385872.968750 Penalty: 2636.766113
	Iteration 26Q: 3 clusters Score -385873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -385876.968750 Penalty: 2636.766113
	Iteration 27Q: 3 clusters Score -385877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -385882.656250 Penalty: 2636.766113
	Iteration 28Q: 3 clusters Score -385882.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -385887.250000 Penalty: 2636.766113
	Iteration 29Q: 3 clusters Score -385887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -385891.937500 Penalty: 2636.766113
	Iteration 30Q: 3 clusters Score -385891.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -385896.625000 Penalty: 2636.766113
	Iteration 31Q: 3 clusters Score -385896.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -385902.375000 Penalty: 2636.766113
	Iteration 32Q: 3 clusters Score -385902.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -385909.875000 Penalty: 2636.766113
	Iteration 33Q: 3 clusters Score -385909.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -385916.906250 Penalty: 2636.766113
	Iteration 34Q: 3 clusters Score -385916.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -385922.468750 Penalty: 2636.766113
	Iteration 35Q: 3 clusters Score -385922.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -385927.875000 Penalty: 2636.766113
	Iteration 36Q: 3 clusters Score -385927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -385932.437500 Penalty: 2636.766113
	Iteration 37Q: 3 clusters Score -385932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -385935.718750 Penalty: 2636.766113
	Iteration 38Q: 3 clusters Score -385935.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -385942.281250 Penalty: 2636.766113
	Iteration 39Q: 3 clusters Score -385942.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -385943.906250 Penalty: 2636.766113
	Iteration 40F: 3 clusters Score -385943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -385944.687500 Penalty: 2636.766113
	Iteration 41Q: 3 clusters Score -385944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -385946.968750 Penalty: 2636.766113
	Iteration 42Q: 3 clusters Score -385947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -385949.781250 Penalty: 2636.766113
	Iteration 43Q: 3 clusters Score -385949.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -385956.531250 Penalty: 2636.766113
	Iteration 44Q: 3 clusters Score -385956.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -385966.406250 Penalty: 2636.766113
	Iteration 45Q: 3 clusters Score -385966.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -385975.125000 Penalty: 2636.766113
	Iteration 46Q: 3 clusters Score -385975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -385980.031250 Penalty: 2636.766113
	Iteration 47Q: 3 clusters Score -385980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -385981.125000 Penalty: 2636.766113
	Iteration 48Q: 3 clusters Score -385981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -385981.718750 Penalty: 2636.766113
	Iteration 49Q: 3 clusters Score -385981.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -385983.625000 Penalty: 2636.766113
	Iteration 50Q: 3 clusters Score -385983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -385984.937500 Penalty: 2636.766113
	Iteration 51Q: 3 clusters Score -385984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -385984.656250 Penalty: 2636.766113
	Iteration 52Q: 3 clusters Score -385984.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -385984.656250 Penalty: 2636.766113
	Iteration 53F: 3 clusters Score -385984.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (93428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93428 members 
Entering Unmasked Estep 
Score: -10894345.000000 Penalty: 1859.803711
	Iteration 0F: 2 clusters Score -1.089434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -10834176.000000 Penalty: 3719.607422
	Iteration 0F: 3 clusters Score -1.083418e+07 nChanged 44635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -10859477.000000 Penalty: 3719.607422
	Iteration 1F: 3 clusters Score -1.085948e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -10860054.000000 Penalty: 3719.607422
	Iteration 2Q: 3 clusters Score -1.086005e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -10860753.000000 Penalty: 3719.607422
	Iteration 3Q: 3 clusters Score -1.086075e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -10861977.000000 Penalty: 3719.607422
	Iteration 4Q: 3 clusters Score -1.086198e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -10863879.000000 Penalty: 3719.607422
	Iteration 5Q: 3 clusters Score -1.086388e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -10866948.000000 Penalty: 3719.607422
	Iteration 6F: 3 clusters Score -1.086695e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -10871144.000000 Penalty: 3719.607422
	Iteration 7F: 3 clusters Score -1.087114e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -10876516.000000 Penalty: 3719.607422
	Iteration 8F: 3 clusters Score -1.087652e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -10882192.000000 Penalty: 3719.607422
	Iteration 9F: 3 clusters Score -1.088219e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -10885891.000000 Penalty: 3719.607422
	Iteration 10F: 3 clusters Score -1.088589e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -10887651.000000 Penalty: 3719.607422
	Iteration 11Q: 3 clusters Score -1.088765e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -10888650.000000 Penalty: 3719.607422
	Iteration 12Q: 3 clusters Score -1.088865e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -10889495.000000 Penalty: 3719.607422
	Iteration 13Q: 3 clusters Score -1.08895e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -10890263.000000 Penalty: 3719.607422
	Iteration 14Q: 3 clusters Score -1.089026e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -10890840.000000 Penalty: 3719.607422
	Iteration 15Q: 3 clusters Score -1.089084e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -10891329.000000 Penalty: 3719.607422
	Iteration 16Q: 3 clusters Score -1.089133e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -10891758.000000 Penalty: 3719.607422
	Iteration 17Q: 3 clusters Score -1.089176e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -10892078.000000 Penalty: 3719.607422
	Iteration 18Q: 3 clusters Score -1.089208e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -10892335.000000 Penalty: 3719.607422
	Iteration 19Q: 3 clusters Score -1.089234e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -10892532.000000 Penalty: 3719.607422
	Iteration 20F: 3 clusters Score -1.089253e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -10892737.000000 Penalty: 3719.607422
	Iteration 21Q: 3 clusters Score -1.089274e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -10892926.000000 Penalty: 3719.607422
	Iteration 22Q: 3 clusters Score -1.089293e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 76980 members 
Entering Unmasked Estep 
Score: -10893037.000000 Penalty: 3719.607422
	Iteration 23Q: 3 clusters Score -1.089304e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -10893125.000000 Penalty: 3719.607422
	Iteration 24Q: 3 clusters Score -1.089312e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -10893290.000000 Penalty: 3719.607422
	Iteration 25Q: 3 clusters Score -1.089329e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -10893406.000000 Penalty: 3719.607422
	Iteration 26Q: 3 clusters Score -1.089341e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 80833 members 
Entering Unmasked Estep 
Score: -10893445.000000 Penalty: 3719.607422
	Iteration 27Q: 3 clusters Score -1.089344e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 81766 members 
Entering Unmasked Estep 
Score: -10893548.000000 Penalty: 3719.607422
	Iteration 28Q: 3 clusters Score -1.089355e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 82693 members 
Entering Unmasked Estep 
Score: -10893609.000000 Penalty: 3719.607422
	Iteration 29Q: 3 clusters Score -1.089361e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -10893691.000000 Penalty: 3719.607422
	Iteration 30Q: 3 clusters Score -1.089369e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -10893752.000000 Penalty: 3719.607422
	Iteration 31Q: 3 clusters Score -1.089375e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 85300 members 
Entering Unmasked Estep 
Score: -10893792.000000 Penalty: 3719.607422
	Iteration 32Q: 3 clusters Score -1.089379e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -10893763.000000 Penalty: 3719.607422
	Iteration 33Q: 3 clusters Score -1.089376e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -10893798.000000 Penalty: 3719.607422
	Iteration 34Q: 3 clusters Score -1.08938e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -10893825.000000 Penalty: 3719.607422
	Iteration 35Q: 3 clusters Score -1.089382e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 88052 members 
Entering Unmasked Estep 
Score: -10893893.000000 Penalty: 3719.607422
	Iteration 36Q: 3 clusters Score -1.089389e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -10893958.000000 Penalty: 3719.607422
	Iteration 37Q: 3 clusters Score -1.089396e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -10894000.000000 Penalty: 3719.607422
	Iteration 38Q: 3 clusters Score -1.0894e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -10894015.000000 Penalty: 3719.607422
	Iteration 39Q: 3 clusters Score -1.089402e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -10894025.000000 Penalty: 3719.607422
	Iteration 40F: 3 clusters Score -1.089402e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 90341 members 
Entering Unmasked Estep 
Score: -10893975.000000 Penalty: 3719.607422
	Iteration 41Q: 3 clusters Score -1.089398e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 90611 members 
Entering Unmasked Estep 
Score: -10893929.000000 Penalty: 3719.607422
	Iteration 42Q: 3 clusters Score -1.089393e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -10893922.000000 Penalty: 3719.607422
	Iteration 43Q: 3 clusters Score -1.089392e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -10893878.000000 Penalty: 3719.607422
	Iteration 44Q: 3 clusters Score -1.089388e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -10893873.000000 Penalty: 3719.607422
	Iteration 45Q: 3 clusters Score -1.089387e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 91392 members 
Entering Unmasked Estep 
Score: -10893814.000000 Penalty: 3719.607422
	Iteration 46Q: 3 clusters Score -1.089381e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 91527 members 
Entering Unmasked Estep 
Score: -10893838.000000 Penalty: 3719.607422
	Iteration 47Q: 3 clusters Score -1.089384e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 91642 members 
Entering Unmasked Estep 
Score: -10893820.000000 Penalty: 3719.607422
	Iteration 48Q: 3 clusters Score -1.089382e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -10893798.000000 Penalty: 3719.607422
	Iteration 49Q: 3 clusters Score -1.08938e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 91784 members 
Entering Unmasked Estep 
Score: -10893804.000000 Penalty: 3719.607422
	Iteration 50Q: 3 clusters Score -1.08938e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -10893808.000000 Penalty: 3719.607422
	Iteration 51Q: 3 clusters Score -1.089381e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -10893791.000000 Penalty: 3719.607422
	Iteration 52Q: 3 clusters Score -1.089379e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -10893786.000000 Penalty: 3719.607422
	Iteration 53Q: 3 clusters Score -1.089379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -10893783.000000 Penalty: 3719.607422
	Iteration 54Q: 3 clusters Score -1.089378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -10893770.000000 Penalty: 3719.607422
	Iteration 55Q: 3 clusters Score -1.089377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 91958 members 
Entering Unmasked Estep 
Score: -10893772.000000 Penalty: 3719.607422
	Iteration 56Q: 3 clusters Score -1.089377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -10893767.000000 Penalty: 3719.607422
	Iteration 57Q: 3 clusters Score -1.089377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -10893767.000000 Penalty: 3719.607422
	Iteration 58Q: 3 clusters Score -1.089377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -10893764.000000 Penalty: 3719.607422
	Iteration 59Q: 3 clusters Score -1.089376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 92004 members 
Entering Unmasked Estep 
Score: -10893770.000000 Penalty: 3719.607422
	Iteration 60F: 3 clusters Score -1.089377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 92019 members 
Entering Unmasked Estep 
Score: -10893771.000000 Penalty: 3719.607422
	Iteration 61Q: 3 clusters Score -1.089377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 92027 members 
Entering Unmasked Estep 
Score: -10893755.000000 Penalty: 3719.607422
	Iteration 62Q: 3 clusters Score -1.089376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -10893754.000000 Penalty: 3719.607422
	Iteration 63Q: 3 clusters Score -1.089375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -10893765.000000 Penalty: 3719.607422
	Iteration 64Q: 3 clusters Score -1.089376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -10893749.000000 Penalty: 3719.607422
	Iteration 65Q: 3 clusters Score -1.089375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 92047 members 
Entering Unmasked Estep 
Score: -10893749.000000 Penalty: 3719.607422
	Iteration 66Q: 3 clusters Score -1.089375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -10893748.000000 Penalty: 3719.607422
	Iteration 67Q: 3 clusters Score -1.089375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 92058 members 
Entering Unmasked Estep 
Score: -10893754.000000 Penalty: 3719.607422
	Iteration 68Q: 3 clusters Score -1.089375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -10893761.000000 Penalty: 3719.607422
	Iteration 69Q: 3 clusters Score -1.089376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -10893745.000000 Penalty: 3719.607422
	Iteration 70Q: 3 clusters Score -1.089374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 92075 members 
Entering Unmasked Estep 
Score: -10893749.000000 Penalty: 3719.607422
	Iteration 71Q: 3 clusters Score -1.089375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -10893744.000000 Penalty: 3719.607422
	Iteration 72Q: 3 clusters Score -1.089374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -10893744.000000 Penalty: 3719.607422
	Iteration 73F: 3 clusters Score -1.089374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Entering Unmasked Estep 
Score: -3111170.000000 Penalty: 1656.322754
	Iteration 0F: 2 clusters Score -3111170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3093173.750000 Penalty: 3312.645508
	Iteration 0F: 3 clusters Score -3093174 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3099912.000000 Penalty: 3312.645508
	Iteration 1F: 3 clusters Score -3099912 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3100430.000000 Penalty: 3312.645508
	Iteration 2Q: 3 clusters Score -3100430 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3101127.000000 Penalty: 3312.645508
	Iteration 3F: 3 clusters Score -3101127 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3102054.250000 Penalty: 3312.645508
	Iteration 4F: 3 clusters Score -3102054 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3103268.750000 Penalty: 3312.645508
	Iteration 5F: 3 clusters Score -3103269 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3104681.750000 Penalty: 3312.645508
	Iteration 6F: 3 clusters Score -3104682 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3106148.750000 Penalty: 3312.645508
	Iteration 7F: 3 clusters Score -3106149 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3107424.000000 Penalty: 3312.645508
	Iteration 8F: 3 clusters Score -3107424 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -3108261.500000 Penalty: 3312.645508
	Iteration 9Q: 3 clusters Score -3108262 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3108730.250000 Penalty: 3312.645508
	Iteration 10Q: 3 clusters Score -3108730 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3109016.750000 Penalty: 3312.645508
	Iteration 11Q: 3 clusters Score -3109017 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -3109240.250000 Penalty: 3312.645508
	Iteration 12Q: 3 clusters Score -3109240 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3109398.750000 Penalty: 3312.645508
	Iteration 13Q: 3 clusters Score -3109399 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3109541.250000 Penalty: 3312.645508
	Iteration 14Q: 3 clusters Score -3109541 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3109677.000000 Penalty: 3312.645508
	Iteration 15Q: 3 clusters Score -3109677 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3109785.750000 Penalty: 3312.645508
	Iteration 16Q: 3 clusters Score -3109786 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3109910.500000 Penalty: 3312.645508
	Iteration 17Q: 3 clusters Score -3109910 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3110013.500000 Penalty: 3312.645508
	Iteration 18Q: 3 clusters Score -3110014 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3110116.250000 Penalty: 3312.645508
	Iteration 19Q: 3 clusters Score -3110116 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3110218.250000 Penalty: 3312.645508
	Iteration 20F: 3 clusters Score -3110218 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3110317.500000 Penalty: 3312.645508
	Iteration 21Q: 3 clusters Score -3110318 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3110375.500000 Penalty: 3312.645508
	Iteration 22Q: 3 clusters Score -3110376 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3110439.750000 Penalty: 3312.645508
	Iteration 23Q: 3 clusters Score -3110440 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3110471.750000 Penalty: 3312.645508
	Iteration 24Q: 3 clusters Score -3110472 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3110519.000000 Penalty: 3312.645508
	Iteration 25Q: 3 clusters Score -3110519 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3110578.000000 Penalty: 3312.645508
	Iteration 26Q: 3 clusters Score -3110578 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3110619.750000 Penalty: 3312.645508
	Iteration 27Q: 3 clusters Score -3110620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3110635.250000 Penalty: 3312.645508
	Iteration 28Q: 3 clusters Score -3110635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3110649.750000 Penalty: 3312.645508
	Iteration 29Q: 3 clusters Score -3110650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3110663.250000 Penalty: 3312.645508
	Iteration 30Q: 3 clusters Score -3110663 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3110675.000000 Penalty: 3312.645508
	Iteration 31Q: 3 clusters Score -3110675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3110703.250000 Penalty: 3312.645508
	Iteration 32Q: 3 clusters Score -3110703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3110712.750000 Penalty: 3312.645508
	Iteration 33Q: 3 clusters Score -3110713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3110719.000000 Penalty: 3312.645508
	Iteration 34Q: 3 clusters Score -3110719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3110726.250000 Penalty: 3312.645508
	Iteration 35Q: 3 clusters Score -3110726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3110725.250000 Penalty: 3312.645508
	Iteration 36Q: 3 clusters Score -3110725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3110729.250000 Penalty: 3312.645508
	Iteration 37Q: 3 clusters Score -3110729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3110738.750000 Penalty: 3312.645508
	Iteration 38Q: 3 clusters Score -3110739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3110739.250000 Penalty: 3312.645508
	Iteration 39Q: 3 clusters Score -3110739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3110736.500000 Penalty: 3312.645508
	Iteration 40F: 3 clusters Score -3110736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3110736.500000 Penalty: 3312.645508
	Iteration 41Q: 3 clusters Score -3110736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -3110736.750000 Penalty: 3312.645508
	Iteration 42Q: 3 clusters Score -3110737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3110737.000000 Penalty: 3312.645508
	Iteration 43Q: 3 clusters Score -3110737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3110735.750000 Penalty: 3312.645508
	Iteration 44Q: 3 clusters Score -3110736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3110736.500000 Penalty: 3312.645508
	Iteration 45Q: 3 clusters Score -3110736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3110737.250000 Penalty: 3312.645508
	Iteration 46Q: 3 clusters Score -3110737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3110739.250000 Penalty: 3312.645508
	Iteration 47Q: 3 clusters Score -3110739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3110736.250000 Penalty: 3312.645508
	Iteration 48Q: 3 clusters Score -3110736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3110736.250000 Penalty: 3312.645508
	Iteration 49F: 3 clusters Score -3110736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -11383.900391 Penalty: 794.681702
	Iteration 0F: 2 clusters Score -11383.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10788.597656 Penalty: 1589.363403
	Iteration 0F: 3 clusters Score -10788.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10843.136719 Penalty: 1589.363403
	Iteration 1F: 3 clusters Score -10843.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10852.481445 Penalty: 1589.363403
	Iteration 2Q: 3 clusters Score -10852.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10852.481445 Penalty: 1589.363403
	Iteration 3F: 3 clusters Score -10852.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Entering Unmasked Estep 
Score: -4279025.500000 Penalty: 1708.967896
	Iteration 0F: 2 clusters Score -4279026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -4254354.000000 Penalty: 3417.935791
	Iteration 0F: 3 clusters Score -4254354 nChanged 17118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4263851.500000 Penalty: 3417.935791
	Iteration 1F: 3 clusters Score -4263852 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4264458.000000 Penalty: 3417.935791
	Iteration 2Q: 3 clusters Score -4264458 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -4265232.000000 Penalty: 3417.935791
	Iteration 3F: 3 clusters Score -4265232 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -4266350.000000 Penalty: 3417.935791
	Iteration 4F: 3 clusters Score -4266350 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4267824.000000 Penalty: 3417.935791
	Iteration 5F: 3 clusters Score -4267824 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -4269785.500000 Penalty: 3417.935791
	Iteration 6F: 3 clusters Score -4269786 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -4271992.500000 Penalty: 3417.935791
	Iteration 7F: 3 clusters Score -4271992 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -4273937.000000 Penalty: 3417.935791
	Iteration 8F: 3 clusters Score -4273937 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -4275264.000000 Penalty: 3417.935791
	Iteration 9Q: 3 clusters Score -4275264 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -4276091.500000 Penalty: 3417.935791
	Iteration 10Q: 3 clusters Score -4276092 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4276595.500000 Penalty: 3417.935791
	Iteration 11Q: 3 clusters Score -4276596 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4276902.500000 Penalty: 3417.935791
	Iteration 12Q: 3 clusters Score -4276902 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4277177.000000 Penalty: 3417.935791
	Iteration 13Q: 3 clusters Score -4277177 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4277338.500000 Penalty: 3417.935791
	Iteration 14Q: 3 clusters Score -4277338 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4277517.000000 Penalty: 3417.935791
	Iteration 15Q: 3 clusters Score -4277517 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4277628.500000 Penalty: 3417.935791
	Iteration 16Q: 3 clusters Score -4277628 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4277726.000000 Penalty: 3417.935791
	Iteration 17Q: 3 clusters Score -4277726 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4277765.500000 Penalty: 3417.935791
	Iteration 18Q: 3 clusters Score -4277766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4277801.500000 Penalty: 3417.935791
	Iteration 19Q: 3 clusters Score -4277802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4277842.500000 Penalty: 3417.935791
	Iteration 20F: 3 clusters Score -4277842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4277869.000000 Penalty: 3417.935791
	Iteration 21Q: 3 clusters Score -4277869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4277884.500000 Penalty: 3417.935791
	Iteration 22Q: 3 clusters Score -4277884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4277912.000000 Penalty: 3417.935791
	Iteration 23Q: 3 clusters Score -4277912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4277923.000000 Penalty: 3417.935791
	Iteration 24Q: 3 clusters Score -4277923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4277935.500000 Penalty: 3417.935791
	Iteration 25Q: 3 clusters Score -4277936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4277959.500000 Penalty: 3417.935791
	Iteration 26Q: 3 clusters Score -4277960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4277955.000000 Penalty: 3417.935791
	Iteration 27Q: 3 clusters Score -4277955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4277956.500000 Penalty: 3417.935791
	Iteration 28Q: 3 clusters Score -4277956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4277969.500000 Penalty: 3417.935791
	Iteration 29Q: 3 clusters Score -4277970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4277970.000000 Penalty: 3417.935791
	Iteration 30Q: 3 clusters Score -4277970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4277963.000000 Penalty: 3417.935791
	Iteration 31Q: 3 clusters Score -4277963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4277963.000000 Penalty: 3417.935791
	Iteration 32F: 3 clusters Score -4277963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Entering Unmasked Estep 
Score: -5536194.000000 Penalty: 1747.445435
	Iteration 0F: 2 clusters Score -5536194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5504712.500000 Penalty: 3494.890869
	Iteration 0F: 3 clusters Score -5504712 nChanged 22077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -5517080.500000 Penalty: 3494.890869
	Iteration 1F: 3 clusters Score -5517080 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -5517555.000000 Penalty: 3494.890869
	Iteration 2Q: 3 clusters Score -5517555 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -5518080.000000 Penalty: 3494.890869
	Iteration 3Q: 3 clusters Score -5518080 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -5518860.000000 Penalty: 3494.890869
	Iteration 4Q: 3 clusters Score -5518860 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -5520237.000000 Penalty: 3494.890869
	Iteration 5F: 3 clusters Score -5520237 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -5522427.500000 Penalty: 3494.890869
	Iteration 6F: 3 clusters Score -5522428 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -5525721.500000 Penalty: 3494.890869
	Iteration 7F: 3 clusters Score -5525722 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -5529482.500000 Penalty: 3494.890869
	Iteration 8F: 3 clusters Score -5529482 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -5532339.500000 Penalty: 3494.890869
	Iteration 9F: 3 clusters Score -5532340 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -5533804.500000 Penalty: 3494.890869
	Iteration 10Q: 3 clusters Score -5533804 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -5534331.000000 Penalty: 3494.890869
	Iteration 11Q: 3 clusters Score -5534331 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -5534510.000000 Penalty: 3494.890869
	Iteration 12Q: 3 clusters Score -5534510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -5534577.000000 Penalty: 3494.890869
	Iteration 13Q: 3 clusters Score -5534577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -5534603.000000 Penalty: 3494.890869
	Iteration 14Q: 3 clusters Score -5534603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -5534618.500000 Penalty: 3494.890869
	Iteration 15Q: 3 clusters Score -5534618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -5534636.000000 Penalty: 3494.890869
	Iteration 16Q: 3 clusters Score -5534636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -5534636.500000 Penalty: 3494.890869
	Iteration 17Q: 3 clusters Score -5534636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -5534640.500000 Penalty: 3494.890869
	Iteration 18Q: 3 clusters Score -5534640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -5534644.500000 Penalty: 3494.890869
	Iteration 19Q: 3 clusters Score -5534644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -5534646.500000 Penalty: 3494.890869
	Iteration 20F: 3 clusters Score -5534646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -5534647.500000 Penalty: 3494.890869
	Iteration 21Q: 3 clusters Score -5534648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -5534651.000000 Penalty: 3494.890869
	Iteration 22Q: 3 clusters Score -5534651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -5534649.000000 Penalty: 3494.890869
	Iteration 23Q: 3 clusters Score -5534649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -5534649.000000 Penalty: 3494.890869
	Iteration 24F: 3 clusters Score -5534649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Entering Unmasked Estep 
Score: -1706743.875000 Penalty: 1558.243042
	Iteration 0F: 2 clusters Score -1706744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1696579.125000 Penalty: 3116.486084
	Iteration 0F: 3 clusters Score -1696579 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1700032.500000 Penalty: 3116.486084
	Iteration 1F: 3 clusters Score -1700032 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1700292.750000 Penalty: 3116.486084
	Iteration 2F: 3 clusters Score -1700293 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1700513.875000 Penalty: 3116.486084
	Iteration 3Q: 3 clusters Score -1700514 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1700690.500000 Penalty: 3116.486084
	Iteration 4Q: 3 clusters Score -1700690 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1700871.625000 Penalty: 3116.486084
	Iteration 5Q: 3 clusters Score -1700872 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1701033.750000 Penalty: 3116.486084
	Iteration 6Q: 3 clusters Score -1701034 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1701229.500000 Penalty: 3116.486084
	Iteration 7Q: 3 clusters Score -1701230 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1701506.000000 Penalty: 3116.486084
	Iteration 8Q: 3 clusters Score -1701506 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1701894.625000 Penalty: 3116.486084
	Iteration 9Q: 3 clusters Score -1701895 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1702346.625000 Penalty: 3116.486084
	Iteration 10Q: 3 clusters Score -1702347 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1702793.250000 Penalty: 3116.486084
	Iteration 11Q: 3 clusters Score -1702793 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1703182.375000 Penalty: 3116.486084
	Iteration 12Q: 3 clusters Score -1703182 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1703528.625000 Penalty: 3116.486084
	Iteration 13Q: 3 clusters Score -1703529 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1703846.375000 Penalty: 3116.486084
	Iteration 14Q: 3 clusters Score -1703846 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1704115.750000 Penalty: 3116.486084
	Iteration 15Q: 3 clusters Score -1704116 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1704336.125000 Penalty: 3116.486084
	Iteration 16Q: 3 clusters Score -1704336 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1704524.125000 Penalty: 3116.486084
	Iteration 17Q: 3 clusters Score -1704524 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1704690.000000 Penalty: 3116.486084
	Iteration 18Q: 3 clusters Score -1704690 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1704841.625000 Penalty: 3116.486084
	Iteration 19Q: 3 clusters Score -1704842 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1704945.625000 Penalty: 3116.486084
	Iteration 20F: 3 clusters Score -1704946 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1705035.500000 Penalty: 3116.486084
	Iteration 21Q: 3 clusters Score -1705036 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1705122.750000 Penalty: 3116.486084
	Iteration 22Q: 3 clusters Score -1705123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1705185.000000 Penalty: 3116.486084
	Iteration 23Q: 3 clusters Score -1705185 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1705229.750000 Penalty: 3116.486084
	Iteration 24Q: 3 clusters Score -1705230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1705253.875000 Penalty: 3116.486084
	Iteration 25Q: 3 clusters Score -1705254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1705274.000000 Penalty: 3116.486084
	Iteration 26Q: 3 clusters Score -1705274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1705288.750000 Penalty: 3116.486084
	Iteration 27Q: 3 clusters Score -1705289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1705304.000000 Penalty: 3116.486084
	Iteration 28Q: 3 clusters Score -1705304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1705311.500000 Penalty: 3116.486084
	Iteration 29Q: 3 clusters Score -1705312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1705327.000000 Penalty: 3116.486084
	Iteration 30Q: 3 clusters Score -1705327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1705341.250000 Penalty: 3116.486084
	Iteration 31Q: 3 clusters Score -1705341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1705348.250000 Penalty: 3116.486084
	Iteration 32Q: 3 clusters Score -1705348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1705357.500000 Penalty: 3116.486084
	Iteration 33Q: 3 clusters Score -1705358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1705359.375000 Penalty: 3116.486084
	Iteration 34Q: 3 clusters Score -1705359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1705364.750000 Penalty: 3116.486084
	Iteration 35Q: 3 clusters Score -1705365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1705369.500000 Penalty: 3116.486084
	Iteration 36Q: 3 clusters Score -1705370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1705376.250000 Penalty: 3116.486084
	Iteration 37Q: 3 clusters Score -1705376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1705379.000000 Penalty: 3116.486084
	Iteration 38Q: 3 clusters Score -1705379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1705380.625000 Penalty: 3116.486084
	Iteration 39Q: 3 clusters Score -1705381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1705381.875000 Penalty: 3116.486084
	Iteration 40F: 3 clusters Score -1705382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1705382.500000 Penalty: 3116.486084
	Iteration 41Q: 3 clusters Score -1705382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1705382.500000 Penalty: 3116.486084
	Iteration 42F: 3 clusters Score -1705382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -43965.054688 Penalty: 988.731140
	Iteration 0F: 2 clusters Score -43965.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42964.808594 Penalty: 1977.462280
	Iteration 0F: 3 clusters Score -42964.81 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43207.875000 Penalty: 1977.462280
	Iteration 1F: 3 clusters Score -43207.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43333.601562 Penalty: 1977.462280
	Iteration 2F: 3 clusters Score -43333.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43422.968750 Penalty: 1977.462280
	Iteration 3F: 3 clusters Score -43422.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43495.667969 Penalty: 1977.462280
	Iteration 4Q: 3 clusters Score -43495.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43538.820312 Penalty: 1977.462280
	Iteration 5Q: 3 clusters Score -43538.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43554.933594 Penalty: 1977.462280
	Iteration 6Q: 3 clusters Score -43554.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43562.519531 Penalty: 1977.462280
	Iteration 7Q: 3 clusters Score -43562.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43567.355469 Penalty: 1977.462280
	Iteration 8Q: 3 clusters Score -43567.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43569.875000 Penalty: 1977.462280
	Iteration 9Q: 3 clusters Score -43569.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43571.066406 Penalty: 1977.462280
	Iteration 10Q: 3 clusters Score -43571.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43571.703125 Penalty: 1977.462280
	Iteration 11Q: 3 clusters Score -43571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43571.703125 Penalty: 1977.462280
	Iteration 12F: 3 clusters Score -43571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Entering Unmasked Estep 
Score: -1929678.875000 Penalty: 1579.312012
	Iteration 0F: 2 clusters Score -1929679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1918201.500000 Penalty: 3158.624023
	Iteration 0F: 3 clusters Score -1918202 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1922101.375000 Penalty: 3158.624023
	Iteration 1F: 3 clusters Score -1922101 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1922367.000000 Penalty: 3158.624023
	Iteration 2Q: 3 clusters Score -1922367 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1922626.250000 Penalty: 3158.624023
	Iteration 3Q: 3 clusters Score -1922626 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1922911.000000 Penalty: 3158.624023
	Iteration 4Q: 3 clusters Score -1922911 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1923380.875000 Penalty: 3158.624023
	Iteration 5Q: 3 clusters Score -1923381 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1924062.125000 Penalty: 3158.624023
	Iteration 6F: 3 clusters Score -1924062 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1924827.625000 Penalty: 3158.624023
	Iteration 7F: 3 clusters Score -1924828 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1925546.000000 Penalty: 3158.624023
	Iteration 8F: 3 clusters Score -1925546 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1926148.375000 Penalty: 3158.624023
	Iteration 9F: 3 clusters Score -1926148 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1926628.625000 Penalty: 3158.624023
	Iteration 10Q: 3 clusters Score -1926629 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1926922.125000 Penalty: 3158.624023
	Iteration 11Q: 3 clusters Score -1926922 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1927098.250000 Penalty: 3158.624023
	Iteration 12Q: 3 clusters Score -1927098 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1927202.250000 Penalty: 3158.624023
	Iteration 13Q: 3 clusters Score -1927202 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1927249.000000 Penalty: 3158.624023
	Iteration 14Q: 3 clusters Score -1927249 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1927288.750000 Penalty: 3158.624023
	Iteration 15Q: 3 clusters Score -1927289 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1927316.500000 Penalty: 3158.624023
	Iteration 16Q: 3 clusters Score -1927316 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1927340.125000 Penalty: 3158.624023
	Iteration 17Q: 3 clusters Score -1927340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1927352.375000 Penalty: 3158.624023
	Iteration 18Q: 3 clusters Score -1927352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1927366.625000 Penalty: 3158.624023
	Iteration 19Q: 3 clusters Score -1927367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1927379.125000 Penalty: 3158.624023
	Iteration 20F: 3 clusters Score -1927379 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1927388.250000 Penalty: 3158.624023
	Iteration 21Q: 3 clusters Score -1927388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1927398.250000 Penalty: 3158.624023
	Iteration 22Q: 3 clusters Score -1927398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1927406.000000 Penalty: 3158.624023
	Iteration 23Q: 3 clusters Score -1927406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1927405.625000 Penalty: 3158.624023
	Iteration 24Q: 3 clusters Score -1927406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 6533 members 
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	Iteration 25Q: 3 clusters Score -1927413 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 6504 members 
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	Iteration 26Q: 3 clusters Score -1927422 nChanged 37
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Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6487 members 
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	Iteration 27Q: 3 clusters Score -1927425 nChanged 45
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Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 6458 members 
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	Iteration 28Q: 3 clusters Score -1927432 nChanged 39
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Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6435 members 
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	Iteration 29Q: 3 clusters Score -1927431 nChanged 36
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Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 6411 members 
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	Iteration 30Q: 3 clusters Score -1927431 nChanged 33
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Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1927436 nChanged 41
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Mstep: Class 2 contains 6375 members 
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	Iteration 32Q: 3 clusters Score -1927441 nChanged 26
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Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 6359 members 
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	Iteration 33Q: 3 clusters Score -1927444 nChanged 25
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Mstep: Class 1 contains 10280 members 
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	Iteration 34Q: 3 clusters Score -1927440 nChanged 17
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	Iteration 35Q: 3 clusters Score -1927444 nChanged 14
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Mstep: Class 1 contains 10285 members 
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	Iteration 36Q: 3 clusters Score -1927450 nChanged 14
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Mstep: Class 1 contains 10289 members 
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	Iteration 37Q: 3 clusters Score -1927446 nChanged 17
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Mstep: Class 1 contains 10302 members 
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Mstep: Class 1 contains 10315 members 
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	Iteration 39Q: 3 clusters Score -1927459 nChanged 26
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Mstep: Class 1 contains 10335 members 
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	Iteration 40F: 3 clusters Score -1927464 nChanged 25
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Mstep: Class 1 contains 10350 members 
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	Iteration 41Q: 3 clusters Score -1927464 nChanged 25
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Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 6263 members 
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	Iteration 42Q: 3 clusters Score -1927467 nChanged 32
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Mstep: Class 1 contains 10385 members 
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	Iteration 43Q: 3 clusters Score -1927471 nChanged 30
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Mstep: Class 1 contains 10411 members 
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Mstep: Class 1 contains 10435 members 
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	Iteration 45Q: 3 clusters Score -1927476 nChanged 41
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Mstep: Class 1 contains 10460 members 
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	Iteration 46Q: 3 clusters Score -1927475 nChanged 32
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Mstep: Class 1 contains 10482 members 
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	Iteration 48Q: 3 clusters Score -1927487 nChanged 32
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Mstep: Class 1 contains 10535 members 
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	Iteration 49Q: 3 clusters Score -1927492 nChanged 36
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	Iteration 50Q: 3 clusters Score -1927492 nChanged 34
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Mstep: Class 1 contains 10585 members 
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Mstep: Class 1 contains 10603 members 
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Mstep: Class 1 contains 10626 members 
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	Iteration 53Q: 3 clusters Score -1927497 nChanged 23
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	Iteration 54Q: 3 clusters Score -1927499 nChanged 26
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	Iteration 58Q: 3 clusters Score -1927509 nChanged 10
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	Iteration 59Q: 3 clusters Score -1927510 nChanged 16
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	Iteration 60F: 3 clusters Score -1927517 nChanged 17
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	Iteration 62Q: 3 clusters Score -1927513 nChanged 16
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	Iteration 63Q: 3 clusters Score -1927513 nChanged 15
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	Iteration 64Q: 3 clusters Score -1927518 nChanged 13
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	Iteration 65Q: 3 clusters Score -1927514 nChanged 9
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	Iteration 66Q: 3 clusters Score -1927514 nChanged 9
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	Iteration 67Q: 3 clusters Score -1927516 nChanged 9
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	Iteration 68Q: 3 clusters Score -1927516 nChanged 10
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	Iteration 69Q: 3 clusters Score -1927517 nChanged 8
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	Iteration 70Q: 3 clusters Score -1927520 nChanged 9
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	Iteration 71Q: 3 clusters Score -1927520 nChanged 15
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	Iteration 72Q: 3 clusters Score -1927522 nChanged 10
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	Iteration 73Q: 3 clusters Score -1927523 nChanged 7
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	Iteration 74Q: 3 clusters Score -1927521 nChanged 7
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	Iteration 75Q: 3 clusters Score -1927520 nChanged 9
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	Iteration 76Q: 3 clusters Score -1927522 nChanged 13
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	Iteration 77Q: 3 clusters Score -1927524 nChanged 12
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	Iteration 78Q: 3 clusters Score -1927522 nChanged 6
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	Iteration 79Q: 3 clusters Score -1927526 nChanged 2
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	Iteration 80F: 3 clusters Score -1927530 nChanged 1
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	Iteration 83Q: 3 clusters Score -1927529 nChanged 3
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	Iteration 84Q: 3 clusters Score -1927529 nChanged 6
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	Iteration 85Q: 3 clusters Score -1927530 nChanged 8
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	Iteration 86Q: 3 clusters Score -1927533 nChanged 9
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	Iteration 87Q: 3 clusters Score -1927531 nChanged 10
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	Iteration 88Q: 3 clusters Score -1927529 nChanged 9
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	Iteration 89Q: 3 clusters Score -1927528 nChanged 14
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	Iteration 90Q: 3 clusters Score -1927533 nChanged 9
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	Iteration 91Q: 3 clusters Score -1927535 nChanged 12
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	Iteration 92Q: 3 clusters Score -1927538 nChanged 13
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	Iteration 93Q: 3 clusters Score -1927537 nChanged 17
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	Iteration 94Q: 3 clusters Score -1927536 nChanged 14
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	Iteration 95Q: 3 clusters Score -1927540 nChanged 10
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	Iteration 96Q: 3 clusters Score -1927540 nChanged 5
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	Iteration 97Q: 3 clusters Score -1927541 nChanged 6
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	Iteration 98Q: 3 clusters Score -1927541 nChanged 5
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	Iteration 99Q: 3 clusters Score -1927538 nChanged 10
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	Iteration 100F: 3 clusters Score -1927541 nChanged 12
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	Iteration 101Q: 3 clusters Score -1927541 nChanged 6
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	Iteration 102Q: 3 clusters Score -1927540 nChanged 2
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	Iteration 104Q: 3 clusters Score -1927540 nChanged 2
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	Iteration 105Q: 3 clusters Score -1927541 nChanged 2
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	Iteration 106Q: 3 clusters Score -1927541 nChanged 4
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	Iteration 108Q: 3 clusters Score -1927539 nChanged 3
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	Iteration 109Q: 3 clusters Score -1927540 nChanged 4
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	Iteration 110Q: 3 clusters Score -1927540 nChanged 7
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	Iteration 112Q: 3 clusters Score -1927538 nChanged 9
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	Iteration 113Q: 3 clusters Score -1927542 nChanged 10
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	Iteration 114Q: 3 clusters Score -1927539 nChanged 13
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	Iteration 115Q: 3 clusters Score -1927540 nChanged 13
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	Iteration 116Q: 3 clusters Score -1927534 nChanged 18
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	Iteration 117Q: 3 clusters Score -1927543 nChanged 18
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	Iteration 118Q: 3 clusters Score -1927542 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1927546.625000 Penalty: 3158.624023
	Iteration 119Q: 3 clusters Score -1927547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1927546.500000 Penalty: 3158.624023
	Iteration 120F: 3 clusters Score -1927546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1927548.250000 Penalty: 3158.624023
	Iteration 121Q: 3 clusters Score -1927548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1927551.000000 Penalty: 3158.624023
	Iteration 122Q: 3 clusters Score -1927551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1927555.500000 Penalty: 3158.624023
	Iteration 123Q: 3 clusters Score -1927556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1927555.000000 Penalty: 3158.624023
	Iteration 124Q: 3 clusters Score -1927555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1927557.000000 Penalty: 3158.624023
	Iteration 125Q: 3 clusters Score -1927557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1927563.125000 Penalty: 3158.624023
	Iteration 126Q: 3 clusters Score -1927563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1927565.000000 Penalty: 3158.624023
	Iteration 127Q: 3 clusters Score -1927565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1927568.625000 Penalty: 3158.624023
	Iteration 128Q: 3 clusters Score -1927569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1927572.875000 Penalty: 3158.624023
	Iteration 129Q: 3 clusters Score -1927573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1927581.125000 Penalty: 3158.624023
	Iteration 130Q: 3 clusters Score -1927581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1927593.250000 Penalty: 3158.624023
	Iteration 131Q: 3 clusters Score -1927593 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1927603.000000 Penalty: 3158.624023
	Iteration 132Q: 3 clusters Score -1927603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1927610.875000 Penalty: 3158.624023
	Iteration 133Q: 3 clusters Score -1927611 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1927626.625000 Penalty: 3158.624023
	Iteration 134Q: 3 clusters Score -1927627 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1927634.250000 Penalty: 3158.624023
	Iteration 135Q: 3 clusters Score -1927634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1927642.125000 Penalty: 3158.624023
	Iteration 136Q: 3 clusters Score -1927642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1927657.375000 Penalty: 3158.624023
	Iteration 137Q: 3 clusters Score -1927657 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1927666.250000 Penalty: 3158.624023
	Iteration 138Q: 3 clusters Score -1927666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1927683.500000 Penalty: 3158.624023
	Iteration 139Q: 3 clusters Score -1927684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1927708.750000 Penalty: 3158.624023
	Iteration 140F: 3 clusters Score -1927709 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1927735.625000 Penalty: 3158.624023
	Iteration 141Q: 3 clusters Score -1927736 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1927760.625000 Penalty: 3158.624023
	Iteration 142Q: 3 clusters Score -1927761 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1927798.500000 Penalty: 3158.624023
	Iteration 143Q: 3 clusters Score -1927798 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1927833.750000 Penalty: 3158.624023
	Iteration 144Q: 3 clusters Score -1927834 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1927878.875000 Penalty: 3158.624023
	Iteration 145Q: 3 clusters Score -1927879 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1927925.500000 Penalty: 3158.624023
	Iteration 146Q: 3 clusters Score -1927926 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1927958.375000 Penalty: 3158.624023
	Iteration 147Q: 3 clusters Score -1927958 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1927999.750000 Penalty: 3158.624023
	Iteration 148Q: 3 clusters Score -1928000 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1928037.125000 Penalty: 3158.624023
	Iteration 149Q: 3 clusters Score -1928037 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1928072.250000 Penalty: 3158.624023
	Iteration 150Q: 3 clusters Score -1928072 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1928114.375000 Penalty: 3158.624023
	Iteration 151Q: 3 clusters Score -1928114 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1928154.875000 Penalty: 3158.624023
	Iteration 152Q: 3 clusters Score -1928155 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1928192.375000 Penalty: 3158.624023
	Iteration 153Q: 3 clusters Score -1928192 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1928242.625000 Penalty: 3158.624023
	Iteration 154Q: 3 clusters Score -1928243 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1928278.250000 Penalty: 3158.624023
	Iteration 155Q: 3 clusters Score -1928278 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1928318.750000 Penalty: 3158.624023
	Iteration 156Q: 3 clusters Score -1928319 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1928349.000000 Penalty: 3158.624023
	Iteration 157Q: 3 clusters Score -1928349 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1928370.250000 Penalty: 3158.624023
	Iteration 158Q: 3 clusters Score -1928370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1928389.250000 Penalty: 3158.624023
	Iteration 159Q: 3 clusters Score -1928389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1928399.875000 Penalty: 3158.624023
	Iteration 160F: 3 clusters Score -1928400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1928406.250000 Penalty: 3158.624023
	Iteration 161Q: 3 clusters Score -1928406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1928416.000000 Penalty: 3158.624023
	Iteration 162Q: 3 clusters Score -1928416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1928425.000000 Penalty: 3158.624023
	Iteration 163Q: 3 clusters Score -1928425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1928436.750000 Penalty: 3158.624023
	Iteration 164Q: 3 clusters Score -1928437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1928442.125000 Penalty: 3158.624023
	Iteration 165Q: 3 clusters Score -1928442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1928447.125000 Penalty: 3158.624023
	Iteration 166Q: 3 clusters Score -1928447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1928451.750000 Penalty: 3158.624023
	Iteration 167Q: 3 clusters Score -1928452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1928458.125000 Penalty: 3158.624023
	Iteration 168Q: 3 clusters Score -1928458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1928459.750000 Penalty: 3158.624023
	Iteration 169Q: 3 clusters Score -1928460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1928465.875000 Penalty: 3158.624023
	Iteration 170Q: 3 clusters Score -1928466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1928466.000000 Penalty: 3158.624023
	Iteration 171Q: 3 clusters Score -1928466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1928466.375000 Penalty: 3158.624023
	Iteration 172Q: 3 clusters Score -1928466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1928468.625000 Penalty: 3158.624023
	Iteration 173Q: 3 clusters Score -1928469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1928472.375000 Penalty: 3158.624023
	Iteration 174Q: 3 clusters Score -1928472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1928474.125000 Penalty: 3158.624023
	Iteration 175Q: 3 clusters Score -1928474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1928476.500000 Penalty: 3158.624023
	Iteration 176Q: 3 clusters Score -1928476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1928477.250000 Penalty: 3158.624023
	Iteration 177Q: 3 clusters Score -1928477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1928477.125000 Penalty: 3158.624023
	Iteration 178Q: 3 clusters Score -1928477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1928480.625000 Penalty: 3158.624023
	Iteration 179Q: 3 clusters Score -1928481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1928480.500000 Penalty: 3158.624023
	Iteration 180F: 3 clusters Score -1928480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1928480.625000 Penalty: 3158.624023
	Iteration 181Q: 3 clusters Score -1928481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1928481.375000 Penalty: 3158.624023
	Iteration 182Q: 3 clusters Score -1928481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1928482.250000 Penalty: 3158.624023
	Iteration 183Q: 3 clusters Score -1928482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1928481.125000 Penalty: 3158.624023
	Iteration 184Q: 3 clusters Score -1928481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1928479.375000 Penalty: 3158.624023
	Iteration 185Q: 3 clusters Score -1928479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1928483.250000 Penalty: 3158.624023
	Iteration 186Q: 3 clusters Score -1928483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1928481.625000 Penalty: 3158.624023
	Iteration 187Q: 3 clusters Score -1928482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1928481.625000 Penalty: 3158.624023
	Iteration 188F: 3 clusters Score -1928482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Entering Unmasked Estep 
Score: -10173009.000000 Penalty: 1848.022217
	Iteration 0F: 2 clusters Score -1.017301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -10116027.000000 Penalty: 3696.044434
	Iteration 0F: 3 clusters Score -1.011603e+07 nChanged 41584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -10139871.000000 Penalty: 3696.044434
	Iteration 1F: 3 clusters Score -1.013987e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -10140666.000000 Penalty: 3696.044434
	Iteration 2Q: 3 clusters Score -1.014067e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -10141853.000000 Penalty: 3696.044434
	Iteration 3Q: 3 clusters Score -1.014185e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -10143858.000000 Penalty: 3696.044434
	Iteration 4Q: 3 clusters Score -1.014386e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -10147292.000000 Penalty: 3696.044434
	Iteration 5F: 3 clusters Score -1.014729e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -10152375.000000 Penalty: 3696.044434
	Iteration 6F: 3 clusters Score -1.015238e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -10158419.000000 Penalty: 3696.044434
	Iteration 7F: 3 clusters Score -1.015842e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -10163804.000000 Penalty: 3696.044434
	Iteration 8F: 3 clusters Score -1.01638e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -10166948.000000 Penalty: 3696.044434
	Iteration 9Q: 3 clusters Score -1.016695e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -10168363.000000 Penalty: 3696.044434
	Iteration 10Q: 3 clusters Score -1.016836e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -10169018.000000 Penalty: 3696.044434
	Iteration 11Q: 3 clusters Score -1.016902e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -10169421.000000 Penalty: 3696.044434
	Iteration 12Q: 3 clusters Score -1.016942e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -10169706.000000 Penalty: 3696.044434
	Iteration 13Q: 3 clusters Score -1.016971e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -10169847.000000 Penalty: 3696.044434
	Iteration 14Q: 3 clusters Score -1.016985e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -10169953.000000 Penalty: 3696.044434
	Iteration 15Q: 3 clusters Score -1.016995e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -10170071.000000 Penalty: 3696.044434
	Iteration 16Q: 3 clusters Score -1.017007e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -10170164.000000 Penalty: 3696.044434
	Iteration 17Q: 3 clusters Score -1.017016e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -10170299.000000 Penalty: 3696.044434
	Iteration 18Q: 3 clusters Score -1.01703e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -10170346.000000 Penalty: 3696.044434
	Iteration 19Q: 3 clusters Score -1.017035e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -10170470.000000 Penalty: 3696.044434
	Iteration 20F: 3 clusters Score -1.017047e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -10170561.000000 Penalty: 3696.044434
	Iteration 21Q: 3 clusters Score -1.017056e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -10170621.000000 Penalty: 3696.044434
	Iteration 22Q: 3 clusters Score -1.017062e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -10170654.000000 Penalty: 3696.044434
	Iteration 23Q: 3 clusters Score -1.017065e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73562 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -10170708.000000 Penalty: 3696.044434
	Iteration 24Q: 3 clusters Score -1.017071e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -10170746.000000 Penalty: 3696.044434
	Iteration 25Q: 3 clusters Score -1.017075e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74387 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -10170814.000000 Penalty: 3696.044434
	Iteration 26Q: 3 clusters Score -1.017081e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -10170877.000000 Penalty: 3696.044434
	Iteration 27Q: 3 clusters Score -1.017088e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75188 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -10170966.000000 Penalty: 3696.044434
	Iteration 28Q: 3 clusters Score -1.017097e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -10171020.000000 Penalty: 3696.044434
	Iteration 29Q: 3 clusters Score -1.017102e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -10171088.000000 Penalty: 3696.044434
	Iteration 30Q: 3 clusters Score -1.017109e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -10171131.000000 Penalty: 3696.044434
	Iteration 31Q: 3 clusters Score -1.017113e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76747 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -10171208.000000 Penalty: 3696.044434
	Iteration 32Q: 3 clusters Score -1.017121e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -10171266.000000 Penalty: 3696.044434
	Iteration 33Q: 3 clusters Score -1.017127e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -10171379.000000 Penalty: 3696.044434
	Iteration 34Q: 3 clusters Score -1.017138e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77938 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -10171472.000000 Penalty: 3696.044434
	Iteration 35Q: 3 clusters Score -1.017147e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78317 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -10171532.000000 Penalty: 3696.044434
	Iteration 36Q: 3 clusters Score -1.017153e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -10171620.000000 Penalty: 3696.044434
	Iteration 37Q: 3 clusters Score -1.017162e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79019 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -10171670.000000 Penalty: 3696.044434
	Iteration 38Q: 3 clusters Score -1.017167e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -10171667.000000 Penalty: 3696.044434
	Iteration 39Q: 3 clusters Score -1.017167e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -10171665.000000 Penalty: 3696.044434
	Iteration 40F: 3 clusters Score -1.017166e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -10171767.000000 Penalty: 3696.044434
	Iteration 41Q: 3 clusters Score -1.017177e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -10171794.000000 Penalty: 3696.044434
	Iteration 42Q: 3 clusters Score -1.017179e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80242 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -10171798.000000 Penalty: 3696.044434
	Iteration 43Q: 3 clusters Score -1.01718e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -10171793.000000 Penalty: 3696.044434
	Iteration 44Q: 3 clusters Score -1.017179e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -10171817.000000 Penalty: 3696.044434
	Iteration 45Q: 3 clusters Score -1.017182e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -10171832.000000 Penalty: 3696.044434
	Iteration 46Q: 3 clusters Score -1.017183e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -10171837.000000 Penalty: 3696.044434
	Iteration 47Q: 3 clusters Score -1.017184e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81258 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -10171836.000000 Penalty: 3696.044434
	Iteration 48Q: 3 clusters Score -1.017184e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -10171839.000000 Penalty: 3696.044434
	Iteration 49Q: 3 clusters Score -1.017184e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -10171843.000000 Penalty: 3696.044434
	Iteration 50Q: 3 clusters Score -1.017184e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -10171857.000000 Penalty: 3696.044434
	Iteration 51Q: 3 clusters Score -1.017186e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -10171888.000000 Penalty: 3696.044434
	Iteration 52Q: 3 clusters Score -1.017189e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -10171864.000000 Penalty: 3696.044434
	Iteration 53Q: 3 clusters Score -1.017186e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -10171883.000000 Penalty: 3696.044434
	Iteration 54Q: 3 clusters Score -1.017188e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -10171928.000000 Penalty: 3696.044434
	Iteration 55Q: 3 clusters Score -1.017193e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -10171942.000000 Penalty: 3696.044434
	Iteration 56Q: 3 clusters Score -1.017194e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -10171966.000000 Penalty: 3696.044434
	Iteration 57Q: 3 clusters Score -1.017197e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -10171967.000000 Penalty: 3696.044434
	Iteration 58Q: 3 clusters Score -1.017197e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83054 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -10172002.000000 Penalty: 3696.044434
	Iteration 59Q: 3 clusters Score -1.0172e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -10172032.000000 Penalty: 3696.044434
	Iteration 60F: 3 clusters Score -1.017203e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -10172039.000000 Penalty: 3696.044434
	Iteration 61Q: 3 clusters Score -1.017204e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -10172023.000000 Penalty: 3696.044434
	Iteration 62Q: 3 clusters Score -1.017202e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83405 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -10172037.000000 Penalty: 3696.044434
	Iteration 63Q: 3 clusters Score -1.017204e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -10172040.000000 Penalty: 3696.044434
	Iteration 64Q: 3 clusters Score -1.017204e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83548 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -10172030.000000 Penalty: 3696.044434
	Iteration 65Q: 3 clusters Score -1.017203e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -10172040.000000 Penalty: 3696.044434
	Iteration 66Q: 3 clusters Score -1.017204e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -10172050.000000 Penalty: 3696.044434
	Iteration 67Q: 3 clusters Score -1.017205e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -10172028.000000 Penalty: 3696.044434
	Iteration 68Q: 3 clusters Score -1.017203e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -10172038.000000 Penalty: 3696.044434
	Iteration 69Q: 3 clusters Score -1.017204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -10172049.000000 Penalty: 3696.044434
	Iteration 70Q: 3 clusters Score -1.017205e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -10172048.000000 Penalty: 3696.044434
	Iteration 71Q: 3 clusters Score -1.017205e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -10172041.000000 Penalty: 3696.044434
	Iteration 72Q: 3 clusters Score -1.017204e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -10172042.000000 Penalty: 3696.044434
	Iteration 73Q: 3 clusters Score -1.017204e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -10172019.000000 Penalty: 3696.044434
	Iteration 74Q: 3 clusters Score -1.017202e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -10172013.000000 Penalty: 3696.044434
	Iteration 75Q: 3 clusters Score -1.017201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -10172001.000000 Penalty: 3696.044434
	Iteration 76Q: 3 clusters Score -1.0172e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -10171997.000000 Penalty: 3696.044434
	Iteration 77Q: 3 clusters Score -1.0172e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -10171994.000000 Penalty: 3696.044434
	Iteration 78Q: 3 clusters Score -1.017199e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -10171995.000000 Penalty: 3696.044434
	Iteration 79Q: 3 clusters Score -1.0172e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -10171993.000000 Penalty: 3696.044434
	Iteration 80F: 3 clusters Score -1.017199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -10171988.000000 Penalty: 3696.044434
	Iteration 81Q: 3 clusters Score -1.017199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -10172003.000000 Penalty: 3696.044434
	Iteration 82Q: 3 clusters Score -1.0172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10172001.000000 Penalty: 3696.044434
	Iteration 83Q: 3 clusters Score -1.0172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -10172010.000000 Penalty: 3696.044434
	Iteration 84Q: 3 clusters Score -1.017201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84272 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -10171997.000000 Penalty: 3696.044434
	Iteration 85Q: 3 clusters Score -1.0172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -10172004.000000 Penalty: 3696.044434
	Iteration 86Q: 3 clusters Score -1.0172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -10171999.000000 Penalty: 3696.044434
	Iteration 87Q: 3 clusters Score -1.0172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -10172004.000000 Penalty: 3696.044434
	Iteration 88Q: 3 clusters Score -1.0172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -10172007.000000 Penalty: 3696.044434
	Iteration 89Q: 3 clusters Score -1.017201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10171995.000000 Penalty: 3696.044434
	Iteration 90Q: 3 clusters Score -1.0172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -10171991.000000 Penalty: 3696.044434
	Iteration 91Q: 3 clusters Score -1.017199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -10172007.000000 Penalty: 3696.044434
	Iteration 92Q: 3 clusters Score -1.017201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10172003.000000 Penalty: 3696.044434
	Iteration 93Q: 3 clusters Score -1.0172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -10171989.000000 Penalty: 3696.044434
	Iteration 94Q: 3 clusters Score -1.017199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84388 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -10171988.000000 Penalty: 3696.044434
	Iteration 95Q: 3 clusters Score -1.017199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84399 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -10171987.000000 Penalty: 3696.044434
	Iteration 96Q: 3 clusters Score -1.017199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -10171995.000000 Penalty: 3696.044434
	Iteration 97Q: 3 clusters Score -1.0172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -10171988.000000 Penalty: 3696.044434
	Iteration 98Q: 3 clusters Score -1.017199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10171991.000000 Penalty: 3696.044434
	Iteration 99Q: 3 clusters Score -1.017199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -10171992.000000 Penalty: 3696.044434
	Iteration 100F: 3 clusters Score -1.017199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -10171992.000000 Penalty: 3696.044434
	Iteration 101Q: 3 clusters Score -1.017199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84445 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -10171991.000000 Penalty: 3696.044434
	Iteration 102Q: 3 clusters Score -1.017199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -10172005.000000 Penalty: 3696.044434
	Iteration 103Q: 3 clusters Score -1.0172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -10171994.000000 Penalty: 3696.044434
	Iteration 104Q: 3 clusters Score -1.017199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -10171994.000000 Penalty: 3696.044434
	Iteration 105Q: 3 clusters Score -1.017199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -10172004.000000 Penalty: 3696.044434
	Iteration 106Q: 3 clusters Score -1.0172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -10171997.000000 Penalty: 3696.044434
	Iteration 107Q: 3 clusters Score -1.0172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -10172000.000000 Penalty: 3696.044434
	Iteration 108Q: 3 clusters Score -1.0172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10171998.000000 Penalty: 3696.044434
	Iteration 109Q: 3 clusters Score -1.0172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -10171996.000000 Penalty: 3696.044434
	Iteration 110Q: 3 clusters Score -1.0172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -10171992.000000 Penalty: 3696.044434
	Iteration 111Q: 3 clusters Score -1.017199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -10171994.000000 Penalty: 3696.044434
	Iteration 112Q: 3 clusters Score -1.017199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -10171993.000000 Penalty: 3696.044434
	Iteration 113Q: 3 clusters Score -1.017199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -10171985.000000 Penalty: 3696.044434
	Iteration 114Q: 3 clusters Score -1.017198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -10171989.000000 Penalty: 3696.044434
	Iteration 115Q: 3 clusters Score -1.017199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10171997.000000 Penalty: 3696.044434
	Iteration 116Q: 3 clusters Score -1.0172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -10171991.000000 Penalty: 3696.044434
	Iteration 117Q: 3 clusters Score -1.017199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -10171997.000000 Penalty: 3696.044434
	Iteration 118Q: 3 clusters Score -1.0172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -10171986.000000 Penalty: 3696.044434
	Iteration 119Q: 3 clusters Score -1.017199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -10171987.000000 Penalty: 3696.044434
	Iteration 120F: 3 clusters Score -1.017199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -10171989.000000 Penalty: 3696.044434
	Iteration 121Q: 3 clusters Score -1.017199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -10171987.000000 Penalty: 3696.044434
	Iteration 122Q: 3 clusters Score -1.017199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10171986.000000 Penalty: 3696.044434
	Iteration 123Q: 3 clusters Score -1.017199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10171978.000000 Penalty: 3696.044434
	Iteration 124Q: 3 clusters Score -1.017198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -10171985.000000 Penalty: 3696.044434
	Iteration 125Q: 3 clusters Score -1.017198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -10171983.000000 Penalty: 3696.044434
	Iteration 126Q: 3 clusters Score -1.017198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -10171982.000000 Penalty: 3696.044434
	Iteration 127Q: 3 clusters Score -1.017198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -10171982.000000 Penalty: 3696.044434
	Iteration 128Q: 3 clusters Score -1.017198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -10171984.000000 Penalty: 3696.044434
	Iteration 129Q: 3 clusters Score -1.017198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -10171985.000000 Penalty: 3696.044434
	Iteration 130Q: 3 clusters Score -1.017198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -10171988.000000 Penalty: 3696.044434
	Iteration 131Q: 3 clusters Score -1.017199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84511 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -10171997.000000 Penalty: 3696.044434
	Iteration 132Q: 3 clusters Score -1.0172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -10171993.000000 Penalty: 3696.044434
	Iteration 133Q: 3 clusters Score -1.017199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -10171998.000000 Penalty: 3696.044434
	Iteration 134Q: 3 clusters Score -1.0172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -10172000.000000 Penalty: 3696.044434
	Iteration 135Q: 3 clusters Score -1.0172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84526 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -10172006.000000 Penalty: 3696.044434
	Iteration 136Q: 3 clusters Score -1.017201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -10172009.000000 Penalty: 3696.044434
	Iteration 137Q: 3 clusters Score -1.017201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -10172006.000000 Penalty: 3696.044434
	Iteration 138Q: 3 clusters Score -1.017201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -10171988.000000 Penalty: 3696.044434
	Iteration 139Q: 3 clusters Score -1.017199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -10171991.000000 Penalty: 3696.044434
	Iteration 140F: 3 clusters Score -1.017199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -10172002.000000 Penalty: 3696.044434
	Iteration 141Q: 3 clusters Score -1.0172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10171989.000000 Penalty: 3696.044434
	Iteration 142Q: 3 clusters Score -1.017199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84573 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -10171982.000000 Penalty: 3696.044434
	Iteration 143Q: 3 clusters Score -1.017198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84581 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -10171974.000000 Penalty: 3696.044434
	Iteration 144Q: 3 clusters Score -1.017197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -10171979.000000 Penalty: 3696.044434
	Iteration 145Q: 3 clusters Score -1.017198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -10171979.000000 Penalty: 3696.044434
	Iteration 146F: 3 clusters Score -1.017198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (136215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136215 members 
Entering Unmasked Estep 
Score: -15668065.000000 Penalty: 1921.073364
	Iteration 0F: 2 clusters Score -1.566806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -15583874.000000 Penalty: 3842.146729
	Iteration 0F: 3 clusters Score -1.558387e+07 nChanged 65445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -15622600.000000 Penalty: 3842.146729
	Iteration 1F: 3 clusters Score -1.56226e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 66702 members 
Entering Unmasked Estep 
Score: -15623744.000000 Penalty: 3842.146729
	Iteration 2Q: 3 clusters Score -1.562374e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -15625104.000000 Penalty: 3842.146729
	Iteration 3Q: 3 clusters Score -1.56251e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -15626840.000000 Penalty: 3842.146729
	Iteration 4Q: 3 clusters Score -1.562684e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -15629270.000000 Penalty: 3842.146729
	Iteration 5Q: 3 clusters Score -1.562927e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -15632629.000000 Penalty: 3842.146729
	Iteration 6Q: 3 clusters Score -1.563263e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -15636740.000000 Penalty: 3842.146729
	Iteration 7F: 3 clusters Score -1.563674e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -15641852.000000 Penalty: 3842.146729
	Iteration 8F: 3 clusters Score -1.564185e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -15646010.000000 Penalty: 3842.146729
	Iteration 9F: 3 clusters Score -1.564601e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86035 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -15648759.000000 Penalty: 3842.146729
	Iteration 10Q: 3 clusters Score -1.564876e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -15650344.000000 Penalty: 3842.146729
	Iteration 11Q: 3 clusters Score -1.565034e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -15651158.000000 Penalty: 3842.146729
	Iteration 12Q: 3 clusters Score -1.565116e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92465 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -15651971.000000 Penalty: 3842.146729
	Iteration 13Q: 3 clusters Score -1.565197e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94675 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -15652511.000000 Penalty: 3842.146729
	Iteration 14Q: 3 clusters Score -1.565251e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -15653159.000000 Penalty: 3842.146729
	Iteration 15Q: 3 clusters Score -1.565316e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99796 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -15654074.000000 Penalty: 3842.146729
	Iteration 16Q: 3 clusters Score -1.565407e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -15654979.000000 Penalty: 3842.146729
	Iteration 17Q: 3 clusters Score -1.565498e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105824 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -15655926.000000 Penalty: 3842.146729
	Iteration 18Q: 3 clusters Score -1.565593e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108951 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -15656957.000000 Penalty: 3842.146729
	Iteration 19Q: 3 clusters Score -1.565696e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111963 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -15657992.000000 Penalty: 3842.146729
	Iteration 20F: 3 clusters Score -1.565799e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114956 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -15659041.000000 Penalty: 3842.146729
	Iteration 21Q: 3 clusters Score -1.565904e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117813 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -15660054.000000 Penalty: 3842.146729
	Iteration 22Q: 3 clusters Score -1.566005e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -15660934.000000 Penalty: 3842.146729
	Iteration 23Q: 3 clusters Score -1.566093e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122753 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -15661669.000000 Penalty: 3842.146729
	Iteration 24Q: 3 clusters Score -1.566167e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124759 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -15662455.000000 Penalty: 3842.146729
	Iteration 25Q: 3 clusters Score -1.566246e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126551 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -15663083.000000 Penalty: 3842.146729
	Iteration 26Q: 3 clusters Score -1.566308e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128000 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -15663627.000000 Penalty: 3842.146729
	Iteration 27Q: 3 clusters Score -1.566363e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129235 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -15664077.000000 Penalty: 3842.146729
	Iteration 28Q: 3 clusters Score -1.566408e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130233 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -15664434.000000 Penalty: 3842.146729
	Iteration 29Q: 3 clusters Score -1.566443e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131047 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -15664713.000000 Penalty: 3842.146729
	Iteration 30Q: 3 clusters Score -1.566471e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131684 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -15665003.000000 Penalty: 3842.146729
	Iteration 31Q: 3 clusters Score -1.5665e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132216 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -15665179.000000 Penalty: 3842.146729
	Iteration 32Q: 3 clusters Score -1.566518e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132653 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -15665347.000000 Penalty: 3842.146729
	Iteration 33Q: 3 clusters Score -1.566535e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132997 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -15665504.000000 Penalty: 3842.146729
	Iteration 34Q: 3 clusters Score -1.56655e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133264 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -15665656.000000 Penalty: 3842.146729
	Iteration 35Q: 3 clusters Score -1.566566e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133500 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -15665776.000000 Penalty: 3842.146729
	Iteration 36Q: 3 clusters Score -1.566578e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133667 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -15665833.000000 Penalty: 3842.146729
	Iteration 37Q: 3 clusters Score -1.566583e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133821 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -15665882.000000 Penalty: 3842.146729
	Iteration 38Q: 3 clusters Score -1.566588e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133973 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -15665934.000000 Penalty: 3842.146729
	Iteration 39Q: 3 clusters Score -1.566593e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134097 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -15666012.000000 Penalty: 3842.146729
	Iteration 40F: 3 clusters Score -1.566601e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -15666075.000000 Penalty: 3842.146729
	Iteration 41Q: 3 clusters Score -1.566608e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134262 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -15666099.000000 Penalty: 3842.146729
	Iteration 42Q: 3 clusters Score -1.56661e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134308 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -15666144.000000 Penalty: 3842.146729
	Iteration 43Q: 3 clusters Score -1.566614e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134355 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -15666165.000000 Penalty: 3842.146729
	Iteration 44Q: 3 clusters Score -1.566616e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134392 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -15666175.000000 Penalty: 3842.146729
	Iteration 45Q: 3 clusters Score -1.566618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134420 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -15666212.000000 Penalty: 3842.146729
	Iteration 46Q: 3 clusters Score -1.566621e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134451 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -15666227.000000 Penalty: 3842.146729
	Iteration 47Q: 3 clusters Score -1.566623e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134483 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -15666249.000000 Penalty: 3842.146729
	Iteration 48Q: 3 clusters Score -1.566625e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134511 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -15666277.000000 Penalty: 3842.146729
	Iteration 49Q: 3 clusters Score -1.566628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134534 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -15666281.000000 Penalty: 3842.146729
	Iteration 50Q: 3 clusters Score -1.566628e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134555 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -15666289.000000 Penalty: 3842.146729
	Iteration 51Q: 3 clusters Score -1.566629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134560 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -15666289.000000 Penalty: 3842.146729
	Iteration 52Q: 3 clusters Score -1.566629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134569 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15666281.000000 Penalty: 3842.146729
	Iteration 53Q: 3 clusters Score -1.566628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134578 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -15666281.000000 Penalty: 3842.146729
	Iteration 54Q: 3 clusters Score -1.566628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134583 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -15666278.000000 Penalty: 3842.146729
	Iteration 55Q: 3 clusters Score -1.566628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134590 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -15666286.000000 Penalty: 3842.146729
	Iteration 56Q: 3 clusters Score -1.566629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134598 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -15666285.000000 Penalty: 3842.146729
	Iteration 57Q: 3 clusters Score -1.566628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134606 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -15666298.000000 Penalty: 3842.146729
	Iteration 58Q: 3 clusters Score -1.56663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134616 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -15666306.000000 Penalty: 3842.146729
	Iteration 59Q: 3 clusters Score -1.566631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134628 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -15666309.000000 Penalty: 3842.146729
	Iteration 60F: 3 clusters Score -1.566631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134638 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15666312.000000 Penalty: 3842.146729
	Iteration 61Q: 3 clusters Score -1.566631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -15666319.000000 Penalty: 3842.146729
	Iteration 62Q: 3 clusters Score -1.566632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134647 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -15666310.000000 Penalty: 3842.146729
	Iteration 63Q: 3 clusters Score -1.566631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134651 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -15666319.000000 Penalty: 3842.146729
	Iteration 64Q: 3 clusters Score -1.566632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134652 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -15666317.000000 Penalty: 3842.146729
	Iteration 65Q: 3 clusters Score -1.566632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134655 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -15666316.000000 Penalty: 3842.146729
	Iteration 66Q: 3 clusters Score -1.566632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134657 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -15666318.000000 Penalty: 3842.146729
	Iteration 67Q: 3 clusters Score -1.566632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134660 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -15666327.000000 Penalty: 3842.146729
	Iteration 68Q: 3 clusters Score -1.566633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134661 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -15666327.000000 Penalty: 3842.146729
	Iteration 69Q: 3 clusters Score -1.566633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134663 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -15666329.000000 Penalty: 3842.146729
	Iteration 70Q: 3 clusters Score -1.566633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -15666329.000000 Penalty: 3842.146729
	Iteration 71Q: 3 clusters Score -1.566633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134666 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -15666322.000000 Penalty: 3842.146729
	Iteration 72Q: 3 clusters Score -1.566632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134669 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -15666320.000000 Penalty: 3842.146729
	Iteration 73Q: 3 clusters Score -1.566632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134674 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -15666316.000000 Penalty: 3842.146729
	Iteration 74Q: 3 clusters Score -1.566632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134674 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -15666318.000000 Penalty: 3842.146729
	Iteration 75Q: 3 clusters Score -1.566632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134677 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -15666314.000000 Penalty: 3842.146729
	Iteration 76Q: 3 clusters Score -1.566631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -15666314.000000 Penalty: 3842.146729
	Iteration 77Q: 3 clusters Score -1.566631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -15666314.000000 Penalty: 3842.146729
	Iteration 78F: 3 clusters Score -1.566631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Entering Unmasked Estep 
Score: -568044.187500 Penalty: 1390.354736
	Iteration 0F: 2 clusters Score -568044.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -563926.312500 Penalty: 2780.709473
	Iteration 0F: 3 clusters Score -563926.3 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -565355.562500 Penalty: 2780.709473
	Iteration 1F: 3 clusters Score -565355.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -565701.000000 Penalty: 2780.709473
	Iteration 2F: 3 clusters Score -565701 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -565956.687500 Penalty: 2780.709473
	Iteration 3F: 3 clusters Score -565956.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -566135.750000 Penalty: 2780.709473
	Iteration 4F: 3 clusters Score -566135.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -566289.062500 Penalty: 2780.709473
	Iteration 5F: 3 clusters Score -566289.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -566432.875000 Penalty: 2780.709473
	Iteration 6Q: 3 clusters Score -566432.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -566587.687500 Penalty: 2780.709473
	Iteration 7Q: 3 clusters Score -566587.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -566749.000000 Penalty: 2780.709473
	Iteration 8Q: 3 clusters Score -566749 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -566905.062500 Penalty: 2780.709473
	Iteration 9Q: 3 clusters Score -566905.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -567024.750000 Penalty: 2780.709473
	Iteration 10Q: 3 clusters Score -567024.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -567123.750000 Penalty: 2780.709473
	Iteration 11Q: 3 clusters Score -567123.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -567180.937500 Penalty: 2780.709473
	Iteration 12Q: 3 clusters Score -567180.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -567222.062500 Penalty: 2780.709473
	Iteration 13Q: 3 clusters Score -567222.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -567256.625000 Penalty: 2780.709473
	Iteration 14Q: 3 clusters Score -567256.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -567293.625000 Penalty: 2780.709473
	Iteration 15Q: 3 clusters Score -567293.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -567321.250000 Penalty: 2780.709473
	Iteration 16Q: 3 clusters Score -567321.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -567342.312500 Penalty: 2780.709473
	Iteration 17Q: 3 clusters Score -567342.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -567361.562500 Penalty: 2780.709473
	Iteration 18Q: 3 clusters Score -567361.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -567371.187500 Penalty: 2780.709473
	Iteration 19Q: 3 clusters Score -567371.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -567376.437500 Penalty: 2780.709473
	Iteration 20F: 3 clusters Score -567376.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -567382.500000 Penalty: 2780.709473
	Iteration 21Q: 3 clusters Score -567382.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -567385.750000 Penalty: 2780.709473
	Iteration 22Q: 3 clusters Score -567385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -567386.812500 Penalty: 2780.709473
	Iteration 23Q: 3 clusters Score -567386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -567387.750000 Penalty: 2780.709473
	Iteration 24Q: 3 clusters Score -567387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -567388.437500 Penalty: 2780.709473
	Iteration 25Q: 3 clusters Score -567388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -567388.312500 Penalty: 2780.709473
	Iteration 26Q: 3 clusters Score -567388.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -567389.875000 Penalty: 2780.709473
	Iteration 27Q: 3 clusters Score -567389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -567391.062500 Penalty: 2780.709473
	Iteration 28Q: 3 clusters Score -567391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -567392.312500 Penalty: 2780.709473
	Iteration 29Q: 3 clusters Score -567392.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -567394.875000 Penalty: 2780.709473
	Iteration 30Q: 3 clusters Score -567394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -567397.125000 Penalty: 2780.709473
	Iteration 31Q: 3 clusters Score -567397.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -567397.937500 Penalty: 2780.709473
	Iteration 32Q: 3 clusters Score -567397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -567399.187500 Penalty: 2780.709473
	Iteration 33Q: 3 clusters Score -567399.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -567401.625000 Penalty: 2780.709473
	Iteration 34Q: 3 clusters Score -567401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -567404.375000 Penalty: 2780.709473
	Iteration 35Q: 3 clusters Score -567404.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -567407.625000 Penalty: 2780.709473
	Iteration 36Q: 3 clusters Score -567407.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -567409.187500 Penalty: 2780.709473
	Iteration 37Q: 3 clusters Score -567409.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -567410.812500 Penalty: 2780.709473
	Iteration 38Q: 3 clusters Score -567410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -567413.187500 Penalty: 2780.709473
	Iteration 39Q: 3 clusters Score -567413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -567414.250000 Penalty: 2780.709473
	Iteration 40F: 3 clusters Score -567414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -567414.562500 Penalty: 2780.709473
	Iteration 41Q: 3 clusters Score -567414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -567415.812500 Penalty: 2780.709473
	Iteration 42Q: 3 clusters Score -567415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -567418.125000 Penalty: 2780.709473
	Iteration 43Q: 3 clusters Score -567418.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -567418.125000 Penalty: 2780.709473
	Iteration 44F: 3 clusters Score -567418.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -104223.757812 Penalty: 1107.363159
	Iteration 0F: 2 clusters Score -104223.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102818.289062 Penalty: 2214.726318
	Iteration 0F: 3 clusters Score -102818.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -103035.593750 Penalty: 2214.726318
	Iteration 1F: 3 clusters Score -103035.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103110.945312 Penalty: 2214.726318
	Iteration 2F: 3 clusters Score -103110.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103146.390625 Penalty: 2214.726318
	Iteration 3Q: 3 clusters Score -103146.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103165.453125 Penalty: 2214.726318
	Iteration 4Q: 3 clusters Score -103165.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103177.460938 Penalty: 2214.726318
	Iteration 5Q: 3 clusters Score -103177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103183.718750 Penalty: 2214.726318
	Iteration 6Q: 3 clusters Score -103183.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103187.101562 Penalty: 2214.726318
	Iteration 7Q: 3 clusters Score -103187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103189.210938 Penalty: 2214.726318
	Iteration 8Q: 3 clusters Score -103189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103193.351562 Penalty: 2214.726318
	Iteration 9Q: 3 clusters Score -103193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103194.898438 Penalty: 2214.726318
	Iteration 10Q: 3 clusters Score -103194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103195.468750 Penalty: 2214.726318
	Iteration 11Q: 3 clusters Score -103195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103197.429688 Penalty: 2214.726318
	Iteration 12Q: 3 clusters Score -103197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103198.585938 Penalty: 2214.726318
	Iteration 13Q: 3 clusters Score -103198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103200.476562 Penalty: 2214.726318
	Iteration 14Q: 3 clusters Score -103200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -103200.992188 Penalty: 2214.726318
	Iteration 15Q: 3 clusters Score -103201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -103200.992188 Penalty: 2214.726318
	Iteration 16F: 3 clusters Score -103201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 48185 members 
Mstep: Class 3 contains 67041 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 29503 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 11232 members 
Mstep: Class 12 contains 114583 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 93428 members 
Mstep: Class 15 contains 26709 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36928 members 
Mstep: Class 18 contains 46794 members 
Mstep: Class 19 contains 14606 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16628 members 
Mstep: Class 22 contains 86894 members 
Mstep: Class 23 contains 136215 members 
Mstep: Class 24 contains 5198 members 
Mstep: Class 25 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209112.000000 Penalty: 55007.320312
Iteration 399Q: 26 clusters Score -8.620911e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 47728 members 
Mstep: Class 3 contains 67104 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 29498 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 11231 members 
Mstep: Class 12 contains 114463 members 
Mstep: Class 13 contains 3336 members 
Mstep: Class 14 contains 93351 members 
Mstep: Class 15 contains 26721 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36923 members 
Mstep: Class 18 contains 47457 members 
Mstep: Class 19 contains 14614 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16632 members 
Mstep: Class 22 contains 86764 members 
Mstep: Class 23 contains 136255 members 
Mstep: Class 24 contains 5204 members 
Mstep: Class 25 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209104.000000 Penalty: 55007.320312
Iteration 400F: 26 clusters Score -8.62091e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 47271 members 
Mstep: Class 3 contains 67180 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 29489 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11231 members 
Mstep: Class 12 contains 114331 members 
Mstep: Class 13 contains 3335 members 
Mstep: Class 14 contains 93259 members 
Mstep: Class 15 contains 26740 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36932 members 
Mstep: Class 18 contains 48126 members 
Mstep: Class 19 contains 14626 members 
Mstep: Class 20 contains 439 members 
Mstep: Class 21 contains 16636 members 
Mstep: Class 22 contains 86636 members 
Mstep: Class 23 contains 136282 members 
Mstep: Class 24 contains 5205 members 
Mstep: Class 25 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209200.000000 Penalty: 55007.320312
Iteration 401Q: 26 clusters Score -8.62092e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 46760 members 
Mstep: Class 3 contains 67242 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 29483 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 114197 members 
Mstep: Class 13 contains 3336 members 
Mstep: Class 14 contains 93189 members 
Mstep: Class 15 contains 26763 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36930 members 
Mstep: Class 18 contains 48832 members 
Mstep: Class 19 contains 14648 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 21 contains 16630 members 
Mstep: Class 22 contains 86501 members 
Mstep: Class 23 contains 136320 members 
Mstep: Class 24 contains 5210 members 
Mstep: Class 25 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209280.000000 Penalty: 55007.320312
Iteration 402Q: 26 clusters Score -8.620928e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 46232 members 
Mstep: Class 3 contains 67313 members 
Mstep: Class 4 contains 4135 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 29488 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 114019 members 
Mstep: Class 13 contains 3337 members 
Mstep: Class 14 contains 93109 members 
Mstep: Class 15 contains 26778 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36938 members 
Mstep: Class 18 contains 49598 members 
Mstep: Class 19 contains 14665 members 
Mstep: Class 20 contains 440 members 
Mstep: Class 21 contains 16631 members 
Mstep: Class 22 contains 86383 members 
Mstep: Class 23 contains 136339 members 
Mstep: Class 24 contains 5211 members 
Mstep: Class 25 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209528.000000 Penalty: 55007.320312
Iteration 403Q: 26 clusters Score -8.620953e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 45694 members 
Mstep: Class 3 contains 67390 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 29488 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 113824 members 
Mstep: Class 13 contains 3337 members 
Mstep: Class 14 contains 93021 members 
Mstep: Class 15 contains 26794 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36932 members 
Mstep: Class 18 contains 50348 members 
Mstep: Class 19 contains 14695 members 
Mstep: Class 20 contains 441 members 
Mstep: Class 21 contains 16631 members 
Mstep: Class 22 contains 86257 members 
Mstep: Class 23 contains 136405 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209688.000000 Penalty: 55007.320312
Iteration 404Q: 26 clusters Score -8.620969e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 45161 members 
Mstep: Class 3 contains 67482 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 29483 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 113648 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 92902 members 
Mstep: Class 15 contains 26809 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36934 members 
Mstep: Class 18 contains 51089 members 
Mstep: Class 19 contains 14716 members 
Mstep: Class 20 contains 441 members 
Mstep: Class 21 contains 16634 members 
Mstep: Class 22 contains 86124 members 
Mstep: Class 23 contains 136489 members 
Mstep: Class 24 contains 5218 members 
Mstep: Class 25 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209720.000000 Penalty: 55007.320312
Iteration 405Q: 26 clusters Score -8.620972e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 44597 members 
Mstep: Class 3 contains 67552 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 29474 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 113463 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 92761 members 
Mstep: Class 15 contains 26840 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36942 members 
Mstep: Class 18 contains 51852 members 
Mstep: Class 19 contains 14729 members 
Mstep: Class 20 contains 441 members 
Mstep: Class 21 contains 16639 members 
Mstep: Class 22 contains 85993 members 
Mstep: Class 23 contains 136623 members 
Mstep: Class 24 contains 5221 members 
Mstep: Class 25 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209944.000000 Penalty: 55007.320312
Iteration 406Q: 26 clusters Score -8.620994e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 44030 members 
Mstep: Class 3 contains 67603 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 5 contains 3027 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 29462 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11227 members 
Mstep: Class 12 contains 113369 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 92597 members 
Mstep: Class 15 contains 26862 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36950 members 
Mstep: Class 18 contains 52588 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 441 members 
Mstep: Class 21 contains 16638 members 
Mstep: Class 22 contains 85831 members 
Mstep: Class 23 contains 136783 members 
Mstep: Class 24 contains 5225 members 
Mstep: Class 25 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210056.000000 Penalty: 55007.320312
Iteration 407Q: 26 clusters Score -8.621006e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 43476 members 
Mstep: Class 3 contains 67675 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 29443 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11229 members 
Mstep: Class 12 contains 113307 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 92391 members 
Mstep: Class 15 contains 26885 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36956 members 
Mstep: Class 18 contains 53323 members 
Mstep: Class 19 contains 14738 members 
Mstep: Class 20 contains 441 members 
Mstep: Class 21 contains 16644 members 
Mstep: Class 22 contains 85670 members 
Mstep: Class 23 contains 136930 members 
Mstep: Class 24 contains 5234 members 
Mstep: Class 25 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210368.000000 Penalty: 55007.320312
Iteration 408Q: 26 clusters Score -8.621037e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 42899 members 
Mstep: Class 3 contains 67720 members 
Mstep: Class 4 contains 4151 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 29430 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 113191 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 92177 members 
Mstep: Class 15 contains 26907 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36963 members 
Mstep: Class 18 contains 54120 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 441 members 
Mstep: Class 21 contains 16644 members 
Mstep: Class 22 contains 85523 members 
Mstep: Class 23 contains 137110 members 
Mstep: Class 24 contains 5240 members 
Mstep: Class 25 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210480.000000 Penalty: 55007.320312
Iteration 409Q: 26 clusters Score -8.621048e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 67784 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 29411 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 113103 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 91973 members 
Mstep: Class 15 contains 26921 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 36990 members 
Mstep: Class 18 contains 54874 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 16643 members 
Mstep: Class 22 contains 85379 members 
Mstep: Class 23 contains 137279 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210488.000000 Penalty: 55007.320312
Iteration 410Q: 26 clusters Score -8.621049e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 41689 members 
Mstep: Class 3 contains 67841 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 29391 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11228 members 
Mstep: Class 12 contains 112999 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 14 contains 91740 members 
Mstep: Class 15 contains 26939 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37004 members 
Mstep: Class 18 contains 55651 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 443 members 
Mstep: Class 21 contains 16642 members 
Mstep: Class 22 contains 85251 members 
Mstep: Class 23 contains 137506 members 
Mstep: Class 24 contains 5243 members 
Mstep: Class 25 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210536.000000 Penalty: 55007.320312
Iteration 411Q: 26 clusters Score -8.621054e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 41005 members 
Mstep: Class 3 contains 67909 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 3032 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 29348 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 112924 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 91449 members 
Mstep: Class 15 contains 26951 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37032 members 
Mstep: Class 18 contains 56487 members 
Mstep: Class 19 contains 14784 members 
Mstep: Class 20 contains 443 members 
Mstep: Class 21 contains 16644 members 
Mstep: Class 22 contains 85107 members 
Mstep: Class 23 contains 137762 members 
Mstep: Class 24 contains 5255 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210832.000000 Penalty: 55007.320312
Iteration 412Q: 26 clusters Score -8.621083e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 40289 members 
Mstep: Class 3 contains 67987 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 3033 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 29309 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 112852 members 
Mstep: Class 13 contains 3343 members 
Mstep: Class 14 contains 91097 members 
Mstep: Class 15 contains 26978 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37060 members 
Mstep: Class 18 contains 57355 members 
Mstep: Class 19 contains 14795 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16641 members 
Mstep: Class 22 contains 84956 members 
Mstep: Class 23 contains 138064 members 
Mstep: Class 24 contains 5268 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211072.000000 Penalty: 55007.320312
Iteration 413Q: 26 clusters Score -8.621107e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 39553 members 
Mstep: Class 3 contains 68068 members 
Mstep: Class 4 contains 4165 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 29264 members 
Mstep: Class 10 contains 5312 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 112812 members 
Mstep: Class 13 contains 3343 members 
Mstep: Class 14 contains 90724 members 
Mstep: Class 15 contains 27001 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37099 members 
Mstep: Class 18 contains 58223 members 
Mstep: Class 19 contains 14813 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16639 members 
Mstep: Class 22 contains 84783 members 
Mstep: Class 23 contains 138395 members 
Mstep: Class 24 contains 5281 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211568.000000 Penalty: 55007.320312
Iteration 414Q: 26 clusters Score -8.621157e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 38797 members 
Mstep: Class 3 contains 68129 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 3032 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 29208 members 
Mstep: Class 10 contains 5314 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 112745 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 90331 members 
Mstep: Class 15 contains 27042 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37162 members 
Mstep: Class 18 contains 59078 members 
Mstep: Class 19 contains 14831 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16637 members 
Mstep: Class 22 contains 84628 members 
Mstep: Class 23 contains 138760 members 
Mstep: Class 24 contains 5300 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211816.000000 Penalty: 55007.320312
Iteration 415Q: 26 clusters Score -8.621182e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 38007 members 
Mstep: Class 3 contains 68183 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 29135 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 112664 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 89920 members 
Mstep: Class 15 contains 27058 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 18 contains 60005 members 
Mstep: Class 19 contains 14859 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16629 members 
Mstep: Class 22 contains 84486 members 
Mstep: Class 23 contains 139189 members 
Mstep: Class 24 contains 5310 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212040.000000 Penalty: 55007.320312
Iteration 416Q: 26 clusters Score -8.621204e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 37241 members 
Mstep: Class 3 contains 68274 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 29068 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 112609 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 89472 members 
Mstep: Class 15 contains 27080 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37255 members 
Mstep: Class 18 contains 60897 members 
Mstep: Class 19 contains 14878 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16623 members 
Mstep: Class 22 contains 84349 members 
Mstep: Class 23 contains 139583 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212328.000000 Penalty: 55007.320312
Iteration 417Q: 26 clusters Score -8.621233e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 36466 members 
Mstep: Class 3 contains 68340 members 
Mstep: Class 4 contains 4158 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 29001 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 112572 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 88981 members 
Mstep: Class 15 contains 27110 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37325 members 
Mstep: Class 18 contains 61801 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16628 members 
Mstep: Class 22 contains 84189 members 
Mstep: Class 23 contains 139986 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212376.000000 Penalty: 55007.320312
Iteration 418Q: 26 clusters Score -8.621238e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 35677 members 
Mstep: Class 3 contains 68395 members 
Mstep: Class 4 contains 4156 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 28923 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 112529 members 
Mstep: Class 13 contains 3345 members 
Mstep: Class 14 contains 88487 members 
Mstep: Class 15 contains 27144 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37387 members 
Mstep: Class 18 contains 62717 members 
Mstep: Class 19 contains 14950 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16634 members 
Mstep: Class 22 contains 84040 members 
Mstep: Class 23 contains 140431 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212712.000000 Penalty: 55007.320312
Iteration 419Q: 26 clusters Score -8.621271e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 34936 members 
Mstep: Class 3 contains 68435 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 28843 members 
Mstep: Class 10 contains 5318 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 112460 members 
Mstep: Class 13 contains 3344 members 
Mstep: Class 14 contains 87995 members 
Mstep: Class 15 contains 27163 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37451 members 
Mstep: Class 18 contains 63639 members 
Mstep: Class 19 contains 14976 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16638 members 
Mstep: Class 22 contains 83903 members 
Mstep: Class 23 contains 140873 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212656.000000 Penalty: 55007.320312
Iteration 420F: 26 clusters Score -8.621266e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 34226 members 
Mstep: Class 3 contains 68444 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 28771 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 112397 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 87535 members 
Mstep: Class 15 contains 27214 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37526 members 
Mstep: Class 18 contains 64516 members 
Mstep: Class 19 contains 15002 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16638 members 
Mstep: Class 22 contains 83775 members 
Mstep: Class 23 contains 141283 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212920.000000 Penalty: 55007.320312
Iteration 421Q: 26 clusters Score -8.621292e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 33613 members 
Mstep: Class 3 contains 68418 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 28687 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 11219 members 
Mstep: Class 12 contains 112355 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 87075 members 
Mstep: Class 15 contains 27253 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37571 members 
Mstep: Class 18 contains 65399 members 
Mstep: Class 19 contains 15030 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 16630 members 
Mstep: Class 22 contains 83639 members 
Mstep: Class 23 contains 141654 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213200.000000 Penalty: 55007.320312
Iteration 422Q: 26 clusters Score -8.62132e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 33041 members 
Mstep: Class 3 contains 68389 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 28606 members 
Mstep: Class 10 contains 5323 members 
Mstep: Class 11 contains 11218 members 
Mstep: Class 12 contains 112306 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 14 contains 86629 members 
Mstep: Class 15 contains 27301 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 37595 members 
Mstep: Class 18 contains 66241 members 
Mstep: Class 19 contains 15036 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 16625 members 
Mstep: Class 22 contains 83504 members 
Mstep: Class 23 contains 142043 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213424.000000 Penalty: 55007.320312
Iteration 423Q: 26 clusters Score -8.621342e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 32548 members 
Mstep: Class 3 contains 68341 members 
Mstep: Class 4 contains 4152 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 457 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 28529 members 
Mstep: Class 10 contains 5328 members 
Mstep: Class 11 contains 11219 members 
Mstep: Class 12 contains 112288 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 86174 members 
Mstep: Class 15 contains 27346 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37607 members 
Mstep: Class 18 contains 67067 members 
Mstep: Class 19 contains 15052 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 16618 members 
Mstep: Class 22 contains 83347 members 
Mstep: Class 23 contains 142389 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213832.000000 Penalty: 55007.320312
Iteration 424Q: 26 clusters Score -8.621383e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 32070 members 
Mstep: Class 3 contains 68294 members 
Mstep: Class 4 contains 4154 members 
Mstep: Class 5 contains 3033 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 28460 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 11 contains 11220 members 
Mstep: Class 12 contains 112200 members 
Mstep: Class 13 contains 3337 members 
Mstep: Class 14 contains 85718 members 
Mstep: Class 15 contains 27387 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37619 members 
Mstep: Class 18 contains 67947 members 
Mstep: Class 19 contains 15067 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16609 members 
Mstep: Class 22 contains 83197 members 
Mstep: Class 23 contains 142734 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214080.000000 Penalty: 55007.320312
Iteration 425Q: 26 clusters Score -8.621408e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 31655 members 
Mstep: Class 3 contains 68256 members 
Mstep: Class 4 contains 4153 members 
Mstep: Class 5 contains 3037 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 28397 members 
Mstep: Class 10 contains 5339 members 
Mstep: Class 11 contains 11220 members 
Mstep: Class 12 contains 112135 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 14 contains 85288 members 
Mstep: Class 15 contains 27428 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37613 members 
Mstep: Class 18 contains 68775 members 
Mstep: Class 19 contains 15080 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16597 members 
Mstep: Class 22 contains 83025 members 
Mstep: Class 23 contains 143046 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214312.000000 Penalty: 55007.320312
Iteration 426Q: 26 clusters Score -8.621431e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 31286 members 
Mstep: Class 3 contains 68217 members 
Mstep: Class 4 contains 4153 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 458 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 5342 members 
Mstep: Class 11 contains 11219 members 
Mstep: Class 12 contains 112080 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 84899 members 
Mstep: Class 15 contains 27478 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37606 members 
Mstep: Class 18 contains 69529 members 
Mstep: Class 19 contains 15087 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16583 members 
Mstep: Class 22 contains 82867 members 
Mstep: Class 23 contains 143333 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214544.000000 Penalty: 55007.320312
Iteration 427Q: 26 clusters Score -8.621454e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 30935 members 
Mstep: Class 3 contains 68161 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 28289 members 
Mstep: Class 10 contains 5354 members 
Mstep: Class 11 contains 11221 members 
Mstep: Class 12 contains 112015 members 
Mstep: Class 13 contains 3335 members 
Mstep: Class 14 contains 84514 members 
Mstep: Class 15 contains 27523 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37576 members 
Mstep: Class 18 contains 70252 members 
Mstep: Class 19 contains 15089 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16577 members 
Mstep: Class 22 contains 82732 members 
Mstep: Class 23 contains 143624 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214824.000000 Penalty: 55007.320312
Iteration 428Q: 26 clusters Score -8.621482e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 30643 members 
Mstep: Class 3 contains 68073 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 3037 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 28228 members 
Mstep: Class 10 contains 5366 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 111928 members 
Mstep: Class 13 contains 3337 members 
Mstep: Class 14 contains 84155 members 
Mstep: Class 15 contains 27557 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37537 members 
Mstep: Class 18 contains 71013 members 
Mstep: Class 19 contains 15092 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16559 members 
Mstep: Class 22 contains 82616 members 
Mstep: Class 23 contains 143864 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214744.000000 Penalty: 55007.320312
Iteration 429Q: 26 clusters Score -8.621474e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 30404 members 
Mstep: Class 3 contains 67970 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 3033 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3593 members 
Mstep: Class 9 contains 28176 members 
Mstep: Class 10 contains 5376 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 111834 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 14 contains 83827 members 
Mstep: Class 15 contains 27567 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37483 members 
Mstep: Class 18 contains 71763 members 
Mstep: Class 19 contains 15090 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16551 members 
Mstep: Class 22 contains 82502 members 
Mstep: Class 23 contains 144091 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214944.000000 Penalty: 55007.320312
Iteration 430Q: 26 clusters Score -8.621494e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 30154 members 
Mstep: Class 3 contains 67882 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 3032 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 28134 members 
Mstep: Class 10 contains 5386 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 111744 members 
Mstep: Class 13 contains 3345 members 
Mstep: Class 14 contains 83507 members 
Mstep: Class 15 contains 27600 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37444 members 
Mstep: Class 18 contains 72477 members 
Mstep: Class 19 contains 15082 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16547 members 
Mstep: Class 22 contains 82410 members 
Mstep: Class 23 contains 144262 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215032.000000 Penalty: 55007.320312
Iteration 431Q: 26 clusters Score -8.621503e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 29938 members 
Mstep: Class 3 contains 67787 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 3032 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 28096 members 
Mstep: Class 10 contains 5391 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 111664 members 
Mstep: Class 13 contains 3349 members 
Mstep: Class 14 contains 83180 members 
Mstep: Class 15 contains 27623 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37423 members 
Mstep: Class 18 contains 73215 members 
Mstep: Class 19 contains 15077 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16550 members 
Mstep: Class 22 contains 82304 members 
Mstep: Class 23 contains 144374 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215232.000000 Penalty: 55007.320312
Iteration 432Q: 26 clusters Score -8.621523e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 29732 members 
Mstep: Class 3 contains 67674 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 3036 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 28071 members 
Mstep: Class 10 contains 5401 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 111560 members 
Mstep: Class 13 contains 3351 members 
Mstep: Class 14 contains 82755 members 
Mstep: Class 15 contains 27653 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37404 members 
Mstep: Class 18 contains 74053 members 
Mstep: Class 19 contains 15078 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16550 members 
Mstep: Class 22 contains 82212 members 
Mstep: Class 23 contains 144471 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215400.000000 Penalty: 55007.320312
Iteration 433Q: 26 clusters Score -8.62154e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 29536 members 
Mstep: Class 3 contains 67565 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 3035 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 28046 members 
Mstep: Class 10 contains 5408 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 111441 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 82260 members 
Mstep: Class 15 contains 27675 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37398 members 
Mstep: Class 18 contains 74985 members 
Mstep: Class 19 contains 15084 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16546 members 
Mstep: Class 22 contains 82119 members 
Mstep: Class 23 contains 144551 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215976.000000 Penalty: 55007.320312
Iteration 434Q: 26 clusters Score -8.621598e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 29358 members 
Mstep: Class 3 contains 67462 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 3039 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 28020 members 
Mstep: Class 10 contains 5416 members 
Mstep: Class 11 contains 11228 members 
Mstep: Class 12 contains 111365 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 14 contains 81704 members 
Mstep: Class 15 contains 27685 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37395 members 
Mstep: Class 18 contains 75969 members 
Mstep: Class 19 contains 15090 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16548 members 
Mstep: Class 22 contains 82007 members 
Mstep: Class 23 contains 144593 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216144.000000 Penalty: 55007.320312
Iteration 435Q: 26 clusters Score -8.621614e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 29218 members 
Mstep: Class 3 contains 67335 members 
Mstep: Class 4 contains 4167 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 27995 members 
Mstep: Class 10 contains 5418 members 
Mstep: Class 11 contains 11228 members 
Mstep: Class 12 contains 111310 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 81095 members 
Mstep: Class 15 contains 27697 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37378 members 
Mstep: Class 18 contains 77040 members 
Mstep: Class 19 contains 15092 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 81913 members 
Mstep: Class 23 contains 144568 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216456.000000 Penalty: 55007.320312
Iteration 436Q: 26 clusters Score -8.621646e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 29100 members 
Mstep: Class 3 contains 67231 members 
Mstep: Class 4 contains 4165 members 
Mstep: Class 5 contains 3040 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 27968 members 
Mstep: Class 10 contains 5422 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 111297 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 80404 members 
Mstep: Class 15 contains 27712 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37334 members 
Mstep: Class 18 contains 78208 members 
Mstep: Class 19 contains 15092 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16554 members 
Mstep: Class 22 contains 81820 members 
Mstep: Class 23 contains 144481 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216624.000000 Penalty: 55007.320312
Iteration 437Q: 26 clusters Score -8.621662e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 28999 members 
Mstep: Class 3 contains 67122 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 3039 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3596 members 
Mstep: Class 9 contains 27938 members 
Mstep: Class 10 contains 5427 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 111284 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 79671 members 
Mstep: Class 15 contains 27715 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37294 members 
Mstep: Class 18 contains 79418 members 
Mstep: Class 19 contains 15078 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16557 members 
Mstep: Class 22 contains 81705 members 
Mstep: Class 23 contains 144424 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216800.000000 Penalty: 55007.320312
Iteration 438Q: 26 clusters Score -8.62168e+07 nChanged 2523
Entering ConstructFrom: 
Score: -86216800.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Entering Unmasked Estep 
Score: -411631.750000 Penalty: 1343.918823
	Iteration 0F: 2 clusters Score -411631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -408371.812500 Penalty: 2687.837646
	Iteration 0F: 3 clusters Score -408371.8 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -409188.343750 Penalty: 2687.837646
	Iteration 1F: 3 clusters Score -409188.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -409349.812500 Penalty: 2687.837646
	Iteration 2F: 3 clusters Score -409349.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -409470.468750 Penalty: 2687.837646
	Iteration 3F: 3 clusters Score -409470.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -409554.968750 Penalty: 2687.837646
	Iteration 4Q: 3 clusters Score -409555 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -409625.406250 Penalty: 2687.837646
	Iteration 5Q: 3 clusters Score -409625.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -409677.500000 Penalty: 2687.837646
	Iteration 6Q: 3 clusters Score -409677.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -409727.812500 Penalty: 2687.837646
	Iteration 7Q: 3 clusters Score -409727.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -409764.468750 Penalty: 2687.837646
	Iteration 8Q: 3 clusters Score -409764.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -409800.781250 Penalty: 2687.837646
	Iteration 9Q: 3 clusters Score -409800.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -409836.781250 Penalty: 2687.837646
	Iteration 10Q: 3 clusters Score -409836.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -409867.406250 Penalty: 2687.837646
	Iteration 11Q: 3 clusters Score -409867.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -409906.187500 Penalty: 2687.837646
	Iteration 12Q: 3 clusters Score -409906.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -409949.375000 Penalty: 2687.837646
	Iteration 13Q: 3 clusters Score -409949.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -409993.000000 Penalty: 2687.837646
	Iteration 14Q: 3 clusters Score -409993 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -410030.593750 Penalty: 2687.837646
	Iteration 15Q: 3 clusters Score -410030.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -410063.937500 Penalty: 2687.837646
	Iteration 16Q: 3 clusters Score -410063.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -410101.062500 Penalty: 2687.837646
	Iteration 17Q: 3 clusters Score -410101.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -410141.093750 Penalty: 2687.837646
	Iteration 18Q: 3 clusters Score -410141.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -410182.718750 Penalty: 2687.837646
	Iteration 19Q: 3 clusters Score -410182.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -410223.343750 Penalty: 2687.837646
	Iteration 20F: 3 clusters Score -410223.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -410275.437500 Penalty: 2687.837646
	Iteration 21Q: 3 clusters Score -410275.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -410329.718750 Penalty: 2687.837646
	Iteration 22Q: 3 clusters Score -410329.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -410390.437500 Penalty: 2687.837646
	Iteration 23Q: 3 clusters Score -410390.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -410439.593750 Penalty: 2687.837646
	Iteration 24Q: 3 clusters Score -410439.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -410488.875000 Penalty: 2687.837646
	Iteration 25Q: 3 clusters Score -410488.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -410546.906250 Penalty: 2687.837646
	Iteration 26Q: 3 clusters Score -410546.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -410586.781250 Penalty: 2687.837646
	Iteration 27Q: 3 clusters Score -410586.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -410612.125000 Penalty: 2687.837646
	Iteration 28Q: 3 clusters Score -410612.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -410637.156250 Penalty: 2687.837646
	Iteration 29Q: 3 clusters Score -410637.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -410661.687500 Penalty: 2687.837646
	Iteration 30Q: 3 clusters Score -410661.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -410673.906250 Penalty: 2687.837646
	Iteration 31Q: 3 clusters Score -410673.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -410683.718750 Penalty: 2687.837646
	Iteration 32Q: 3 clusters Score -410683.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -410692.375000 Penalty: 2687.837646
	Iteration 33Q: 3 clusters Score -410692.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -410696.093750 Penalty: 2687.837646
	Iteration 34Q: 3 clusters Score -410696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -410699.062500 Penalty: 2687.837646
	Iteration 35Q: 3 clusters Score -410699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -410701.875000 Penalty: 2687.837646
	Iteration 36Q: 3 clusters Score -410701.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -410704.031250 Penalty: 2687.837646
	Iteration 37Q: 3 clusters Score -410704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -410706.937500 Penalty: 2687.837646
	Iteration 38Q: 3 clusters Score -410706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -410709.000000 Penalty: 2687.837646
	Iteration 39Q: 3 clusters Score -410709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -410709.000000 Penalty: 2687.837646
	Iteration 40F: 3 clusters Score -410709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Entering Unmasked Estep 
Score: -3372776.000000 Penalty: 1669.179443
	Iteration 0F: 2 clusters Score -3372776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3353228.250000 Penalty: 3338.358887
	Iteration 0F: 3 clusters Score -3353228 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3360627.000000 Penalty: 3338.358887
	Iteration 1F: 3 clusters Score -3360627 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3361061.000000 Penalty: 3338.358887
	Iteration 2Q: 3 clusters Score -3361061 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3361626.750000 Penalty: 3338.358887
	Iteration 3Q: 3 clusters Score -3361627 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3362491.000000 Penalty: 3338.358887
	Iteration 4F: 3 clusters Score -3362491 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3363806.750000 Penalty: 3338.358887
	Iteration 5F: 3 clusters Score -3363807 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3365676.250000 Penalty: 3338.358887
	Iteration 6F: 3 clusters Score -3365676 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3367843.250000 Penalty: 3338.358887
	Iteration 7F: 3 clusters Score -3367843 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3369558.500000 Penalty: 3338.358887
	Iteration 8F: 3 clusters Score -3369558 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3370512.250000 Penalty: 3338.358887
	Iteration 9Q: 3 clusters Score -3370512 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3370977.500000 Penalty: 3338.358887
	Iteration 10Q: 3 clusters Score -3370978 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3371231.250000 Penalty: 3338.358887
	Iteration 11Q: 3 clusters Score -3371231 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3371370.750000 Penalty: 3338.358887
	Iteration 12Q: 3 clusters Score -3371371 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3371437.250000 Penalty: 3338.358887
	Iteration 13Q: 3 clusters Score -3371437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3371475.000000 Penalty: 3338.358887
	Iteration 14Q: 3 clusters Score -3371475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3371493.750000 Penalty: 3338.358887
	Iteration 15Q: 3 clusters Score -3371494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3371512.000000 Penalty: 3338.358887
	Iteration 16Q: 3 clusters Score -3371512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -3371532.250000 Penalty: 3338.358887
	Iteration 17Q: 3 clusters Score -3371532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3371545.500000 Penalty: 3338.358887
	Iteration 18Q: 3 clusters Score -3371546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -3371546.750000 Penalty: 3338.358887
	Iteration 19Q: 3 clusters Score -3371547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3371550.500000 Penalty: 3338.358887
	Iteration 20F: 3 clusters Score -3371550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -3371553.250000 Penalty: 3338.358887
	Iteration 21Q: 3 clusters Score -3371553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -3371555.250000 Penalty: 3338.358887
	Iteration 22Q: 3 clusters Score -3371555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3371554.250000 Penalty: 3338.358887
	Iteration 23Q: 3 clusters Score -3371554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3371552.500000 Penalty: 3338.358887
	Iteration 24Q: 3 clusters Score -3371552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -3371551.750000 Penalty: 3338.358887
	Iteration 25Q: 3 clusters Score -3371552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3371556.500000 Penalty: 3338.358887
	Iteration 26Q: 3 clusters Score -3371556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3371560.250000 Penalty: 3338.358887
	Iteration 27Q: 3 clusters Score -3371560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3371563.250000 Penalty: 3338.358887
	Iteration 28Q: 3 clusters Score -3371563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3371564.750000 Penalty: 3338.358887
	Iteration 29Q: 3 clusters Score -3371565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3371564.500000 Penalty: 3338.358887
	Iteration 30Q: 3 clusters Score -3371564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -3371564.250000 Penalty: 3338.358887
	Iteration 31Q: 3 clusters Score -3371564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3371565.750000 Penalty: 3338.358887
	Iteration 32Q: 3 clusters Score -3371566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3371565.000000 Penalty: 3338.358887
	Iteration 33Q: 3 clusters Score -3371565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3371565.000000 Penalty: 3338.358887
	Iteration 34F: 3 clusters Score -3371565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (66990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Entering Unmasked Estep 
Score: -7800024.000000 Penalty: 1805.748535
	Iteration 0F: 2 clusters Score -7800024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -7755195.000000 Penalty: 3611.497070
	Iteration 0F: 3 clusters Score -7755195 nChanged 31844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -7773442.500000 Penalty: 3611.497070
	Iteration 1F: 3 clusters Score -7773442 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -7774175.500000 Penalty: 3611.497070
	Iteration 2Q: 3 clusters Score -7774176 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -7775063.000000 Penalty: 3611.497070
	Iteration 3Q: 3 clusters Score -7775063 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -7776157.000000 Penalty: 3611.497070
	Iteration 4Q: 3 clusters Score -7776157 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -7777696.500000 Penalty: 3611.497070
	Iteration 5Q: 3 clusters Score -7777696 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -7779795.500000 Penalty: 3611.497070
	Iteration 6F: 3 clusters Score -7779796 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -7782515.500000 Penalty: 3611.497070
	Iteration 7F: 3 clusters Score -7782516 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -7785934.500000 Penalty: 3611.497070
	Iteration 8F: 3 clusters Score -7785934 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -7789842.500000 Penalty: 3611.497070
	Iteration 9F: 3 clusters Score -7789842 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -7793233.500000 Penalty: 3611.497070
	Iteration 10F: 3 clusters Score -7793234 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -7795603.500000 Penalty: 3611.497070
	Iteration 11Q: 3 clusters Score -7795604 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -7796966.500000 Penalty: 3611.497070
	Iteration 12Q: 3 clusters Score -7796966 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -7797694.500000 Penalty: 3611.497070
	Iteration 13Q: 3 clusters Score -7797694 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -7798080.500000 Penalty: 3611.497070
	Iteration 14Q: 3 clusters Score -7798080 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7798344.500000 Penalty: 3611.497070
	Iteration 15Q: 3 clusters Score -7798344 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -7798556.000000 Penalty: 3611.497070
	Iteration 16Q: 3 clusters Score -7798556 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7798757.000000 Penalty: 3611.497070
	Iteration 17Q: 3 clusters Score -7798757 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7798918.500000 Penalty: 3611.497070
	Iteration 18Q: 3 clusters Score -7798918 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -7799018.500000 Penalty: 3611.497070
	Iteration 19Q: 3 clusters Score -7799018 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7799072.000000 Penalty: 3611.497070
	Iteration 20F: 3 clusters Score -7799072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7799114.500000 Penalty: 3611.497070
	Iteration 21Q: 3 clusters Score -7799114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7799140.000000 Penalty: 3611.497070
	Iteration 22Q: 3 clusters Score -7799140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7799162.500000 Penalty: 3611.497070
	Iteration 23Q: 3 clusters Score -7799162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7799186.500000 Penalty: 3611.497070
	Iteration 24Q: 3 clusters Score -7799186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7799211.500000 Penalty: 3611.497070
	Iteration 25Q: 3 clusters Score -7799212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7799218.000000 Penalty: 3611.497070
	Iteration 26Q: 3 clusters Score -7799218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -7799206.500000 Penalty: 3611.497070
	Iteration 27Q: 3 clusters Score -7799206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7799212.500000 Penalty: 3611.497070
	Iteration 28Q: 3 clusters Score -7799212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7799222.500000 Penalty: 3611.497070
	Iteration 29Q: 3 clusters Score -7799222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7799237.500000 Penalty: 3611.497070
	Iteration 30Q: 3 clusters Score -7799238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7799243.000000 Penalty: 3611.497070
	Iteration 31Q: 3 clusters Score -7799243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7799236.500000 Penalty: 3611.497070
	Iteration 32Q: 3 clusters Score -7799236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7799234.000000 Penalty: 3611.497070
	Iteration 33Q: 3 clusters Score -7799234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7799228.500000 Penalty: 3611.497070
	Iteration 34Q: 3 clusters Score -7799228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7799234.000000 Penalty: 3611.497070
	Iteration 35Q: 3 clusters Score -7799234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7799235.000000 Penalty: 3611.497070
	Iteration 36Q: 3 clusters Score -7799235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7799234.000000 Penalty: 3611.497070
	Iteration 37Q: 3 clusters Score -7799234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7799234.000000 Penalty: 3611.497070
	Iteration 38F: 3 clusters Score -7799234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -478502.062500 Penalty: 1354.195435
	Iteration 0F: 2 clusters Score -478502.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -475062.687500 Penalty: 2708.390869
	Iteration 0F: 3 clusters Score -475062.7 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -476007.812500 Penalty: 2708.390869
	Iteration 1F: 3 clusters Score -476007.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -476212.375000 Penalty: 2708.390869
	Iteration 2F: 3 clusters Score -476212.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -476398.062500 Penalty: 2708.390869
	Iteration 3F: 3 clusters Score -476398.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -476593.687500 Penalty: 2708.390869
	Iteration 4F: 3 clusters Score -476593.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -476788.687500 Penalty: 2708.390869
	Iteration 5F: 3 clusters Score -476788.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -476962.437500 Penalty: 2708.390869
	Iteration 6Q: 3 clusters Score -476962.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -477151.375000 Penalty: 2708.390869
	Iteration 7Q: 3 clusters Score -477151.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -477324.593750 Penalty: 2708.390869
	Iteration 8Q: 3 clusters Score -477324.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -477469.093750 Penalty: 2708.390869
	Iteration 9Q: 3 clusters Score -477469.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -477594.656250 Penalty: 2708.390869
	Iteration 10Q: 3 clusters Score -477594.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -477675.218750 Penalty: 2708.390869
	Iteration 11Q: 3 clusters Score -477675.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -477729.062500 Penalty: 2708.390869
	Iteration 12Q: 3 clusters Score -477729.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -477763.562500 Penalty: 2708.390869
	Iteration 13Q: 3 clusters Score -477763.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -477780.968750 Penalty: 2708.390869
	Iteration 14Q: 3 clusters Score -477781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -477793.187500 Penalty: 2708.390869
	Iteration 15Q: 3 clusters Score -477793.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -477804.218750 Penalty: 2708.390869
	Iteration 16Q: 3 clusters Score -477804.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -477810.968750 Penalty: 2708.390869
	Iteration 17Q: 3 clusters Score -477811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -477815.468750 Penalty: 2708.390869
	Iteration 18Q: 3 clusters Score -477815.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -477817.343750 Penalty: 2708.390869
	Iteration 19Q: 3 clusters Score -477817.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -477820.562500 Penalty: 2708.390869
	Iteration 20F: 3 clusters Score -477820.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -477821.843750 Penalty: 2708.390869
	Iteration 21Q: 3 clusters Score -477821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -477823.937500 Penalty: 2708.390869
	Iteration 22Q: 3 clusters Score -477823.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -477825.843750 Penalty: 2708.390869
	Iteration 23Q: 3 clusters Score -477825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -477826.250000 Penalty: 2708.390869
	Iteration 24Q: 3 clusters Score -477826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -477828.406250 Penalty: 2708.390869
	Iteration 25Q: 3 clusters Score -477828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -477827.875000 Penalty: 2708.390869
	Iteration 26Q: 3 clusters Score -477827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -477828.781250 Penalty: 2708.390869
	Iteration 27Q: 3 clusters Score -477828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -477828.625000 Penalty: 2708.390869
	Iteration 28Q: 3 clusters Score -477828.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -477828.625000 Penalty: 2708.390869
	Iteration 29F: 3 clusters Score -477828.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -337526.218750 Penalty: 1303.240479
	Iteration 0F: 2 clusters Score -337526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -334830.375000 Penalty: 2606.480957
	Iteration 0F: 3 clusters Score -334830.4 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -335498.218750 Penalty: 2606.480957
	Iteration 1F: 3 clusters Score -335498.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -335633.656250 Penalty: 2606.480957
	Iteration 2F: 3 clusters Score -335633.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -335732.843750 Penalty: 2606.480957
	Iteration 3Q: 3 clusters Score -335732.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -335829.593750 Penalty: 2606.480957
	Iteration 4Q: 3 clusters Score -335829.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -335899.906250 Penalty: 2606.480957
	Iteration 5Q: 3 clusters Score -335899.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -335963.406250 Penalty: 2606.480957
	Iteration 6Q: 3 clusters Score -335963.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -336026.781250 Penalty: 2606.480957
	Iteration 7Q: 3 clusters Score -336026.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -336082.375000 Penalty: 2606.480957
	Iteration 8Q: 3 clusters Score -336082.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -336124.437500 Penalty: 2606.480957
	Iteration 9Q: 3 clusters Score -336124.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -336162.312500 Penalty: 2606.480957
	Iteration 10Q: 3 clusters Score -336162.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -336198.656250 Penalty: 2606.480957
	Iteration 11Q: 3 clusters Score -336198.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -336230.625000 Penalty: 2606.480957
	Iteration 12Q: 3 clusters Score -336230.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -336264.906250 Penalty: 2606.480957
	Iteration 13Q: 3 clusters Score -336264.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -336295.656250 Penalty: 2606.480957
	Iteration 14Q: 3 clusters Score -336295.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -336325.875000 Penalty: 2606.480957
	Iteration 15Q: 3 clusters Score -336325.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -336350.500000 Penalty: 2606.480957
	Iteration 16Q: 3 clusters Score -336350.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -336370.843750 Penalty: 2606.480957
	Iteration 17Q: 3 clusters Score -336370.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -336383.343750 Penalty: 2606.480957
	Iteration 18Q: 3 clusters Score -336383.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -336397.000000 Penalty: 2606.480957
	Iteration 19Q: 3 clusters Score -336397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -336411.593750 Penalty: 2606.480957
	Iteration 20F: 3 clusters Score -336411.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -336422.031250 Penalty: 2606.480957
	Iteration 21Q: 3 clusters Score -336422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -336432.031250 Penalty: 2606.480957
	Iteration 22Q: 3 clusters Score -336432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -336435.593750 Penalty: 2606.480957
	Iteration 23Q: 3 clusters Score -336435.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -336441.156250 Penalty: 2606.480957
	Iteration 24Q: 3 clusters Score -336441.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -336443.406250 Penalty: 2606.480957
	Iteration 25Q: 3 clusters Score -336443.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -336446.500000 Penalty: 2606.480957
	Iteration 26Q: 3 clusters Score -336446.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -336448.468750 Penalty: 2606.480957
	Iteration 27Q: 3 clusters Score -336448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -336449.531250 Penalty: 2606.480957
	Iteration 28Q: 3 clusters Score -336449.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -336450.812500 Penalty: 2606.480957
	Iteration 29Q: 3 clusters Score -336450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -336452.718750 Penalty: 2606.480957
	Iteration 30Q: 3 clusters Score -336452.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -336454.906250 Penalty: 2606.480957
	Iteration 31Q: 3 clusters Score -336454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -336456.062500 Penalty: 2606.480957
	Iteration 32Q: 3 clusters Score -336456.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -336459.093750 Penalty: 2606.480957
	Iteration 33Q: 3 clusters Score -336459.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -336462.718750 Penalty: 2606.480957
	Iteration 34Q: 3 clusters Score -336462.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -336464.250000 Penalty: 2606.480957
	Iteration 35Q: 3 clusters Score -336464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -336466.312500 Penalty: 2606.480957
	Iteration 36Q: 3 clusters Score -336466.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -336468.375000 Penalty: 2606.480957
	Iteration 37Q: 3 clusters Score -336468.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -336470.406250 Penalty: 2606.480957
	Iteration 38Q: 3 clusters Score -336470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -336472.656250 Penalty: 2606.480957
	Iteration 39Q: 3 clusters Score -336472.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -336476.281250 Penalty: 2606.480957
	Iteration 40F: 3 clusters Score -336476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -336477.687500 Penalty: 2606.480957
	Iteration 41Q: 3 clusters Score -336477.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -336478.406250 Penalty: 2606.480957
	Iteration 42Q: 3 clusters Score -336478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -336479.187500 Penalty: 2606.480957
	Iteration 43Q: 3 clusters Score -336479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -336479.406250 Penalty: 2606.480957
	Iteration 44Q: 3 clusters Score -336479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -336480.343750 Penalty: 2606.480957
	Iteration 45Q: 3 clusters Score -336480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -336480.343750 Penalty: 2606.480957
	Iteration 46F: 3 clusters Score -336480.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -46184.898438 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -46184.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45247.640625 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -45247.64 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45473.441406 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -45473.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -45532.199219 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -45532.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45560.105469 Penalty: 1993.354370
	Iteration 3Q: 3 clusters Score -45560.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45582.152344 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -45582.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45590.101562 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -45590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45598.289062 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -45598.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45604.480469 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -45604.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -45613.640625 Penalty: 1993.354370
	Iteration 8Q: 3 clusters Score -45613.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45616.773438 Penalty: 1993.354370
	Iteration 9Q: 3 clusters Score -45616.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45621.414062 Penalty: 1993.354370
	Iteration 10Q: 3 clusters Score -45621.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45631.027344 Penalty: 1993.354370
	Iteration 11Q: 3 clusters Score -45631.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -45637.929688 Penalty: 1993.354370
	Iteration 12Q: 3 clusters Score -45637.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45639.753906 Penalty: 1993.354370
	Iteration 13Q: 3 clusters Score -45639.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45639.753906 Penalty: 1993.354370
	Iteration 14F: 3 clusters Score -45639.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -13236.954102 Penalty: 845.651062
	Iteration 0F: 2 clusters Score -13236.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12656.217773 Penalty: 1691.302124
	Iteration 0F: 3 clusters Score -12656.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12780.708984 Penalty: 1691.302124
	Iteration 1F: 3 clusters Score -12780.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12824.791992 Penalty: 1691.302124
	Iteration 2F: 3 clusters Score -12824.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12842.291992 Penalty: 1691.302124
	Iteration 3Q: 3 clusters Score -12842.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12845.838867 Penalty: 1691.302124
	Iteration 4Q: 3 clusters Score -12845.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12845.838867 Penalty: 1691.302124
	Iteration 5F: 3 clusters Score -12845.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Entering Unmasked Estep 
Score: -415108.312500 Penalty: 1330.661987
	Iteration 0F: 2 clusters Score -415108.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -412017.593750 Penalty: 2661.323975
	Iteration 0F: 3 clusters Score -412017.6 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -412803.062500 Penalty: 2661.323975
	Iteration 1F: 3 clusters Score -412803.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -412946.500000 Penalty: 2661.323975
	Iteration 2F: 3 clusters Score -412946.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -413025.343750 Penalty: 2661.323975
	Iteration 3Q: 3 clusters Score -413025.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -413076.687500 Penalty: 2661.323975
	Iteration 4Q: 3 clusters Score -413076.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -413114.062500 Penalty: 2661.323975
	Iteration 5Q: 3 clusters Score -413114.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -413147.625000 Penalty: 2661.323975
	Iteration 6Q: 3 clusters Score -413147.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -413173.062500 Penalty: 2661.323975
	Iteration 7Q: 3 clusters Score -413173.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -413198.625000 Penalty: 2661.323975
	Iteration 8Q: 3 clusters Score -413198.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -413227.437500 Penalty: 2661.323975
	Iteration 9Q: 3 clusters Score -413227.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -413256.093750 Penalty: 2661.323975
	Iteration 10Q: 3 clusters Score -413256.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -413287.343750 Penalty: 2661.323975
	Iteration 11Q: 3 clusters Score -413287.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -413327.718750 Penalty: 2661.323975
	Iteration 12Q: 3 clusters Score -413327.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -413375.062500 Penalty: 2661.323975
	Iteration 13Q: 3 clusters Score -413375.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -413418.562500 Penalty: 2661.323975
	Iteration 14Q: 3 clusters Score -413418.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -413456.750000 Penalty: 2661.323975
	Iteration 15Q: 3 clusters Score -413456.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -413494.218750 Penalty: 2661.323975
	Iteration 16Q: 3 clusters Score -413494.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -413532.125000 Penalty: 2661.323975
	Iteration 17Q: 3 clusters Score -413532.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -413566.937500 Penalty: 2661.323975
	Iteration 18Q: 3 clusters Score -413566.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -413595.812500 Penalty: 2661.323975
	Iteration 19Q: 3 clusters Score -413595.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -413621.656250 Penalty: 2661.323975
	Iteration 20F: 3 clusters Score -413621.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -413655.718750 Penalty: 2661.323975
	Iteration 21Q: 3 clusters Score -413655.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -413688.843750 Penalty: 2661.323975
	Iteration 22Q: 3 clusters Score -413688.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -413729.781250 Penalty: 2661.323975
	Iteration 23Q: 3 clusters Score -413729.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -413762.812500 Penalty: 2661.323975
	Iteration 24Q: 3 clusters Score -413762.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -413784.187500 Penalty: 2661.323975
	Iteration 25Q: 3 clusters Score -413784.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -413793.218750 Penalty: 2661.323975
	Iteration 26Q: 3 clusters Score -413793.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -413802.687500 Penalty: 2661.323975
	Iteration 27Q: 3 clusters Score -413802.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -413814.781250 Penalty: 2661.323975
	Iteration 28Q: 3 clusters Score -413814.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -413829.906250 Penalty: 2661.323975
	Iteration 29Q: 3 clusters Score -413829.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -413847.500000 Penalty: 2661.323975
	Iteration 30Q: 3 clusters Score -413847.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -413862.125000 Penalty: 2661.323975
	Iteration 31Q: 3 clusters Score -413862.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -413876.187500 Penalty: 2661.323975
	Iteration 32Q: 3 clusters Score -413876.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -413888.437500 Penalty: 2661.323975
	Iteration 33Q: 3 clusters Score -413888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -413897.500000 Penalty: 2661.323975
	Iteration 34Q: 3 clusters Score -413897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -413909.562500 Penalty: 2661.323975
	Iteration 35Q: 3 clusters Score -413909.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -413912.312500 Penalty: 2661.323975
	Iteration 36Q: 3 clusters Score -413912.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -413917.031250 Penalty: 2661.323975
	Iteration 37Q: 3 clusters Score -413917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -413923.625000 Penalty: 2661.323975
	Iteration 38Q: 3 clusters Score -413923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -413930.687500 Penalty: 2661.323975
	Iteration 39Q: 3 clusters Score -413930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -413939.031250 Penalty: 2661.323975
	Iteration 40F: 3 clusters Score -413939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -413947.468750 Penalty: 2661.323975
	Iteration 41Q: 3 clusters Score -413947.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -413952.562500 Penalty: 2661.323975
	Iteration 42Q: 3 clusters Score -413952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -413956.187500 Penalty: 2661.323975
	Iteration 43Q: 3 clusters Score -413956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -413961.656250 Penalty: 2661.323975
	Iteration 44Q: 3 clusters Score -413961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -413961.656250 Penalty: 2661.323975
	Iteration 45F: 3 clusters Score -413961.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Entering Unmasked Estep 
Score: -3134070.500000 Penalty: 1663.516968
	Iteration 0F: 2 clusters Score -3134070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3115133.000000 Penalty: 3327.033936
	Iteration 0F: 3 clusters Score -3115133 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3122321.000000 Penalty: 3327.033936
	Iteration 1F: 3 clusters Score -3122321 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3122740.250000 Penalty: 3327.033936
	Iteration 2Q: 3 clusters Score -3122740 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3123235.500000 Penalty: 3327.033936
	Iteration 3Q: 3 clusters Score -3123236 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3123797.250000 Penalty: 3327.033936
	Iteration 4Q: 3 clusters Score -3123797 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3124468.000000 Penalty: 3327.033936
	Iteration 5Q: 3 clusters Score -3124468 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3125381.500000 Penalty: 3327.033936
	Iteration 6F: 3 clusters Score -3125382 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3126596.000000 Penalty: 3327.033936
	Iteration 7F: 3 clusters Score -3126596 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3128150.000000 Penalty: 3327.033936
	Iteration 8F: 3 clusters Score -3128150 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3129750.750000 Penalty: 3327.033936
	Iteration 9F: 3 clusters Score -3129751 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3131081.250000 Penalty: 3327.033936
	Iteration 10F: 3 clusters Score -3131081 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3131858.000000 Penalty: 3327.033936
	Iteration 11Q: 3 clusters Score -3131858 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3132226.500000 Penalty: 3327.033936
	Iteration 12Q: 3 clusters Score -3132226 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3132383.000000 Penalty: 3327.033936
	Iteration 13Q: 3 clusters Score -3132383 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3132459.500000 Penalty: 3327.033936
	Iteration 14Q: 3 clusters Score -3132460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3132512.000000 Penalty: 3327.033936
	Iteration 15Q: 3 clusters Score -3132512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3132561.000000 Penalty: 3327.033936
	Iteration 16Q: 3 clusters Score -3132561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3132593.750000 Penalty: 3327.033936
	Iteration 17Q: 3 clusters Score -3132594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3132610.500000 Penalty: 3327.033936
	Iteration 18Q: 3 clusters Score -3132610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3132617.500000 Penalty: 3327.033936
	Iteration 19Q: 3 clusters Score -3132618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3132627.250000 Penalty: 3327.033936
	Iteration 20F: 3 clusters Score -3132627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3132632.250000 Penalty: 3327.033936
	Iteration 21Q: 3 clusters Score -3132632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3132637.000000 Penalty: 3327.033936
	Iteration 22Q: 3 clusters Score -3132637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3132638.750000 Penalty: 3327.033936
	Iteration 23Q: 3 clusters Score -3132639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3132638.750000 Penalty: 3327.033936
	Iteration 24F: 3 clusters Score -3132639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Entering Unmasked Estep 
Score: -600668.312500 Penalty: 1397.420410
	Iteration 0F: 2 clusters Score -600668.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -596369.625000 Penalty: 2794.840820
	Iteration 0F: 3 clusters Score -596369.6 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -597573.312500 Penalty: 2794.840820
	Iteration 1F: 3 clusters Score -597573.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -597745.437500 Penalty: 2794.840820
	Iteration 2F: 3 clusters Score -597745.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -597839.062500 Penalty: 2794.840820
	Iteration 3Q: 3 clusters Score -597839.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -597898.437500 Penalty: 2794.840820
	Iteration 4Q: 3 clusters Score -597898.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -597952.750000 Penalty: 2794.840820
	Iteration 5Q: 3 clusters Score -597952.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -597996.875000 Penalty: 2794.840820
	Iteration 6Q: 3 clusters Score -597996.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -598026.500000 Penalty: 2794.840820
	Iteration 7Q: 3 clusters Score -598026.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -598051.312500 Penalty: 2794.840820
	Iteration 8Q: 3 clusters Score -598051.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -598074.937500 Penalty: 2794.840820
	Iteration 9Q: 3 clusters Score -598074.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -598099.875000 Penalty: 2794.840820
	Iteration 10Q: 3 clusters Score -598099.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -598120.062500 Penalty: 2794.840820
	Iteration 11Q: 3 clusters Score -598120.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -598145.812500 Penalty: 2794.840820
	Iteration 12Q: 3 clusters Score -598145.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -598177.312500 Penalty: 2794.840820
	Iteration 13Q: 3 clusters Score -598177.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -598219.937500 Penalty: 2794.840820
	Iteration 14Q: 3 clusters Score -598219.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -598271.000000 Penalty: 2794.840820
	Iteration 15Q: 3 clusters Score -598271 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -598347.687500 Penalty: 2794.840820
	Iteration 16Q: 3 clusters Score -598347.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -598431.562500 Penalty: 2794.840820
	Iteration 17Q: 3 clusters Score -598431.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -598529.812500 Penalty: 2794.840820
	Iteration 18Q: 3 clusters Score -598529.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -598634.687500 Penalty: 2794.840820
	Iteration 19Q: 3 clusters Score -598634.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -598740.812500 Penalty: 2794.840820
	Iteration 20F: 3 clusters Score -598740.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -598850.125000 Penalty: 2794.840820
	Iteration 21Q: 3 clusters Score -598850.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -598972.625000 Penalty: 2794.840820
	Iteration 22Q: 3 clusters Score -598972.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -599075.875000 Penalty: 2794.840820
	Iteration 23Q: 3 clusters Score -599075.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -599154.312500 Penalty: 2794.840820
	Iteration 24Q: 3 clusters Score -599154.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -599215.062500 Penalty: 2794.840820
	Iteration 25Q: 3 clusters Score -599215.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -599257.187500 Penalty: 2794.840820
	Iteration 26Q: 3 clusters Score -599257.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -599291.812500 Penalty: 2794.840820
	Iteration 27Q: 3 clusters Score -599291.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -599319.375000 Penalty: 2794.840820
	Iteration 28Q: 3 clusters Score -599319.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -599336.375000 Penalty: 2794.840820
	Iteration 29Q: 3 clusters Score -599336.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -599351.375000 Penalty: 2794.840820
	Iteration 30Q: 3 clusters Score -599351.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -599366.937500 Penalty: 2794.840820
	Iteration 31Q: 3 clusters Score -599366.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -599385.687500 Penalty: 2794.840820
	Iteration 32Q: 3 clusters Score -599385.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -599398.125000 Penalty: 2794.840820
	Iteration 33Q: 3 clusters Score -599398.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -599408.375000 Penalty: 2794.840820
	Iteration 34Q: 3 clusters Score -599408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -599415.000000 Penalty: 2794.840820
	Iteration 35Q: 3 clusters Score -599415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -599422.625000 Penalty: 2794.840820
	Iteration 36Q: 3 clusters Score -599422.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -599433.187500 Penalty: 2794.840820
	Iteration 37Q: 3 clusters Score -599433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -599440.812500 Penalty: 2794.840820
	Iteration 38Q: 3 clusters Score -599440.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -599450.375000 Penalty: 2794.840820
	Iteration 39Q: 3 clusters Score -599450.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -599456.125000 Penalty: 2794.840820
	Iteration 40F: 3 clusters Score -599456.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -599459.937500 Penalty: 2794.840820
	Iteration 41Q: 3 clusters Score -599459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -599466.187500 Penalty: 2794.840820
	Iteration 42Q: 3 clusters Score -599466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -599473.375000 Penalty: 2794.840820
	Iteration 43Q: 3 clusters Score -599473.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -599479.312500 Penalty: 2794.840820
	Iteration 44Q: 3 clusters Score -599479.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -599482.687500 Penalty: 2794.840820
	Iteration 45Q: 3 clusters Score -599482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -599482.812500 Penalty: 2794.840820
	Iteration 46Q: 3 clusters Score -599482.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -599482.812500 Penalty: 2794.840820
	Iteration 47F: 3 clusters Score -599482.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Entering Unmasked Estep 
Score: -1286704.750000 Penalty: 1515.632202
	Iteration 0F: 2 clusters Score -1286705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1278708.125000 Penalty: 3031.264404
	Iteration 0F: 3 clusters Score -1278708 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1281444.125000 Penalty: 3031.264404
	Iteration 1F: 3 clusters Score -1281444 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1281918.000000 Penalty: 3031.264404
	Iteration 2F: 3 clusters Score -1281918 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1282453.250000 Penalty: 3031.264404
	Iteration 3F: 3 clusters Score -1282453 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1282946.375000 Penalty: 3031.264404
	Iteration 4F: 3 clusters Score -1282946 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1283334.625000 Penalty: 3031.264404
	Iteration 5F: 3 clusters Score -1283335 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1283668.375000 Penalty: 3031.264404
	Iteration 6Q: 3 clusters Score -1283668 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1283946.500000 Penalty: 3031.264404
	Iteration 7Q: 3 clusters Score -1283946 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1284173.875000 Penalty: 3031.264404
	Iteration 8Q: 3 clusters Score -1284174 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1284381.750000 Penalty: 3031.264404
	Iteration 9Q: 3 clusters Score -1284382 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1284562.250000 Penalty: 3031.264404
	Iteration 10Q: 3 clusters Score -1284562 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1284736.750000 Penalty: 3031.264404
	Iteration 11Q: 3 clusters Score -1284737 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1284888.750000 Penalty: 3031.264404
	Iteration 12Q: 3 clusters Score -1284889 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1285017.500000 Penalty: 3031.264404
	Iteration 13Q: 3 clusters Score -1285018 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1285127.500000 Penalty: 3031.264404
	Iteration 14Q: 3 clusters Score -1285128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1285207.125000 Penalty: 3031.264404
	Iteration 15Q: 3 clusters Score -1285207 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1285256.750000 Penalty: 3031.264404
	Iteration 16Q: 3 clusters Score -1285257 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1285296.625000 Penalty: 3031.264404
	Iteration 17Q: 3 clusters Score -1285297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1285330.375000 Penalty: 3031.264404
	Iteration 18Q: 3 clusters Score -1285330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1285354.875000 Penalty: 3031.264404
	Iteration 19Q: 3 clusters Score -1285355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1285375.500000 Penalty: 3031.264404
	Iteration 20F: 3 clusters Score -1285376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1285395.375000 Penalty: 3031.264404
	Iteration 21Q: 3 clusters Score -1285395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1285405.625000 Penalty: 3031.264404
	Iteration 22Q: 3 clusters Score -1285406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1285418.750000 Penalty: 3031.264404
	Iteration 23Q: 3 clusters Score -1285419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1285427.875000 Penalty: 3031.264404
	Iteration 24Q: 3 clusters Score -1285428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1285433.875000 Penalty: 3031.264404
	Iteration 25Q: 3 clusters Score -1285434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1285439.875000 Penalty: 3031.264404
	Iteration 26Q: 3 clusters Score -1285440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1285452.125000 Penalty: 3031.264404
	Iteration 27Q: 3 clusters Score -1285452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1285455.375000 Penalty: 3031.264404
	Iteration 28Q: 3 clusters Score -1285455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1285460.000000 Penalty: 3031.264404
	Iteration 29Q: 3 clusters Score -1285460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1285469.500000 Penalty: 3031.264404
	Iteration 30Q: 3 clusters Score -1285470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1285474.500000 Penalty: 3031.264404
	Iteration 31Q: 3 clusters Score -1285474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1285478.375000 Penalty: 3031.264404
	Iteration 32Q: 3 clusters Score -1285478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1285479.875000 Penalty: 3031.264404
	Iteration 33Q: 3 clusters Score -1285480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1285480.000000 Penalty: 3031.264404
	Iteration 34Q: 3 clusters Score -1285480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1285480.000000 Penalty: 3031.264404
	Iteration 35F: 3 clusters Score -1285480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (111308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Entering Unmasked Estep 
Score: -13033446.000000 Penalty: 1888.259155
	Iteration 0F: 2 clusters Score -1.303345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -12962851.000000 Penalty: 3776.518311
	Iteration 0F: 3 clusters Score -1.296285e+07 nChanged 53339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -12993876.000000 Penalty: 3776.518311
	Iteration 1F: 3 clusters Score -1.299388e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -12994760.000000 Penalty: 3776.518311
	Iteration 2Q: 3 clusters Score -1.299476e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -12995985.000000 Penalty: 3776.518311
	Iteration 3Q: 3 clusters Score -1.299598e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -12997998.000000 Penalty: 3776.518311
	Iteration 4Q: 3 clusters Score -1.2998e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -13001294.000000 Penalty: 3776.518311
	Iteration 5F: 3 clusters Score -1.300129e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -13005950.000000 Penalty: 3776.518311
	Iteration 6F: 3 clusters Score -1.300595e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -13011852.000000 Penalty: 3776.518311
	Iteration 7F: 3 clusters Score -1.301185e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90828 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -13017679.000000 Penalty: 3776.518311
	Iteration 8F: 3 clusters Score -1.301768e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -13022403.000000 Penalty: 3776.518311
	Iteration 9Q: 3 clusters Score -1.30224e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -13025275.000000 Penalty: 3776.518311
	Iteration 10Q: 3 clusters Score -1.302528e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -13026608.000000 Penalty: 3776.518311
	Iteration 11Q: 3 clusters Score -1.302661e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -13027456.000000 Penalty: 3776.518311
	Iteration 12Q: 3 clusters Score -1.302746e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -13028216.000000 Penalty: 3776.518311
	Iteration 13Q: 3 clusters Score -1.302822e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -13028672.000000 Penalty: 3776.518311
	Iteration 14Q: 3 clusters Score -1.302867e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -13029202.000000 Penalty: 3776.518311
	Iteration 15Q: 3 clusters Score -1.30292e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -13029694.000000 Penalty: 3776.518311
	Iteration 16Q: 3 clusters Score -1.302969e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101670 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -13030141.000000 Penalty: 3776.518311
	Iteration 17Q: 3 clusters Score -1.303014e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -13030444.000000 Penalty: 3776.518311
	Iteration 18Q: 3 clusters Score -1.303044e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102572 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -13030698.000000 Penalty: 3776.518311
	Iteration 19Q: 3 clusters Score -1.30307e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102967 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -13030892.000000 Penalty: 3776.518311
	Iteration 20F: 3 clusters Score -1.303089e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103368 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -13031052.000000 Penalty: 3776.518311
	Iteration 21Q: 3 clusters Score -1.303105e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -13031168.000000 Penalty: 3776.518311
	Iteration 22Q: 3 clusters Score -1.303117e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -13031285.000000 Penalty: 3776.518311
	Iteration 23Q: 3 clusters Score -1.303128e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104530 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -13031332.000000 Penalty: 3776.518311
	Iteration 24Q: 3 clusters Score -1.303133e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104837 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -13031433.000000 Penalty: 3776.518311
	Iteration 25Q: 3 clusters Score -1.303143e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -13031432.000000 Penalty: 3776.518311
	Iteration 26Q: 3 clusters Score -1.303143e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105431 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -13031477.000000 Penalty: 3776.518311
	Iteration 27Q: 3 clusters Score -1.303148e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105747 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -13031545.000000 Penalty: 3776.518311
	Iteration 28Q: 3 clusters Score -1.303154e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -13031615.000000 Penalty: 3776.518311
	Iteration 29Q: 3 clusters Score -1.303162e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -13031697.000000 Penalty: 3776.518311
	Iteration 30Q: 3 clusters Score -1.30317e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106674 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -13031708.000000 Penalty: 3776.518311
	Iteration 31Q: 3 clusters Score -1.303171e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106958 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -13031705.000000 Penalty: 3776.518311
	Iteration 32Q: 3 clusters Score -1.30317e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107211 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -13031736.000000 Penalty: 3776.518311
	Iteration 33Q: 3 clusters Score -1.303174e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -13031788.000000 Penalty: 3776.518311
	Iteration 34Q: 3 clusters Score -1.303179e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107687 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -13031852.000000 Penalty: 3776.518311
	Iteration 35Q: 3 clusters Score -1.303185e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107910 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -13031848.000000 Penalty: 3776.518311
	Iteration 36Q: 3 clusters Score -1.303185e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108111 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -13031856.000000 Penalty: 3776.518311
	Iteration 37Q: 3 clusters Score -1.303186e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -13031845.000000 Penalty: 3776.518311
	Iteration 38Q: 3 clusters Score -1.303184e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -13031879.000000 Penalty: 3776.518311
	Iteration 39Q: 3 clusters Score -1.303188e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108609 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -13031893.000000 Penalty: 3776.518311
	Iteration 40F: 3 clusters Score -1.303189e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -13031952.000000 Penalty: 3776.518311
	Iteration 41Q: 3 clusters Score -1.303195e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -13031994.000000 Penalty: 3776.518311
	Iteration 42Q: 3 clusters Score -1.303199e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108996 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -13032002.000000 Penalty: 3776.518311
	Iteration 43Q: 3 clusters Score -1.3032e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109111 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -13031995.000000 Penalty: 3776.518311
	Iteration 44Q: 3 clusters Score -1.3032e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -13032038.000000 Penalty: 3776.518311
	Iteration 45Q: 3 clusters Score -1.303204e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109320 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -13032025.000000 Penalty: 3776.518311
	Iteration 46Q: 3 clusters Score -1.303202e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109409 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -13032022.000000 Penalty: 3776.518311
	Iteration 47Q: 3 clusters Score -1.303202e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109482 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -13032019.000000 Penalty: 3776.518311
	Iteration 48Q: 3 clusters Score -1.303202e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109537 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -13032013.000000 Penalty: 3776.518311
	Iteration 49Q: 3 clusters Score -1.303201e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -13032013.000000 Penalty: 3776.518311
	Iteration 50Q: 3 clusters Score -1.303201e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109638 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -13032016.000000 Penalty: 3776.518311
	Iteration 51Q: 3 clusters Score -1.303202e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109677 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -13032007.000000 Penalty: 3776.518311
	Iteration 52Q: 3 clusters Score -1.303201e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -13032004.000000 Penalty: 3776.518311
	Iteration 53Q: 3 clusters Score -1.3032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109748 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -13032007.000000 Penalty: 3776.518311
	Iteration 54Q: 3 clusters Score -1.303201e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109776 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -13032011.000000 Penalty: 3776.518311
	Iteration 55Q: 3 clusters Score -1.303201e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109800 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -13032025.000000 Penalty: 3776.518311
	Iteration 56Q: 3 clusters Score -1.303202e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -13032046.000000 Penalty: 3776.518311
	Iteration 57Q: 3 clusters Score -1.303205e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109867 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -13032042.000000 Penalty: 3776.518311
	Iteration 58Q: 3 clusters Score -1.303204e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109903 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13032059.000000 Penalty: 3776.518311
	Iteration 59Q: 3 clusters Score -1.303206e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109943 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13032058.000000 Penalty: 3776.518311
	Iteration 60F: 3 clusters Score -1.303206e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109979 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -13032072.000000 Penalty: 3776.518311
	Iteration 61Q: 3 clusters Score -1.303207e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -13032077.000000 Penalty: 3776.518311
	Iteration 62Q: 3 clusters Score -1.303208e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110023 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13032067.000000 Penalty: 3776.518311
	Iteration 63Q: 3 clusters Score -1.303207e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110042 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -13032068.000000 Penalty: 3776.518311
	Iteration 64Q: 3 clusters Score -1.303207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110054 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -13032088.000000 Penalty: 3776.518311
	Iteration 65Q: 3 clusters Score -1.303209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13032105.000000 Penalty: 3776.518311
	Iteration 66Q: 3 clusters Score -1.30321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13032113.000000 Penalty: 3776.518311
	Iteration 67Q: 3 clusters Score -1.303211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110086 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13032101.000000 Penalty: 3776.518311
	Iteration 68Q: 3 clusters Score -1.30321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110094 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -13032115.000000 Penalty: 3776.518311
	Iteration 69Q: 3 clusters Score -1.303212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13032095.000000 Penalty: 3776.518311
	Iteration 70Q: 3 clusters Score -1.30321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110109 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13032097.000000 Penalty: 3776.518311
	Iteration 71Q: 3 clusters Score -1.30321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110116 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -13032084.000000 Penalty: 3776.518311
	Iteration 72Q: 3 clusters Score -1.303208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -13032081.000000 Penalty: 3776.518311
	Iteration 73Q: 3 clusters Score -1.303208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110129 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13032100.000000 Penalty: 3776.518311
	Iteration 74Q: 3 clusters Score -1.30321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110135 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13032084.000000 Penalty: 3776.518311
	Iteration 75Q: 3 clusters Score -1.303208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110141 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -13032084.000000 Penalty: 3776.518311
	Iteration 76Q: 3 clusters Score -1.303208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110147 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -13032089.000000 Penalty: 3776.518311
	Iteration 77Q: 3 clusters Score -1.303209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -13032090.000000 Penalty: 3776.518311
	Iteration 78Q: 3 clusters Score -1.303209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110157 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -13032085.000000 Penalty: 3776.518311
	Iteration 79Q: 3 clusters Score -1.303208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13032090.000000 Penalty: 3776.518311
	Iteration 80F: 3 clusters Score -1.303209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13032091.000000 Penalty: 3776.518311
	Iteration 81Q: 3 clusters Score -1.303209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13032091.000000 Penalty: 3776.518311
	Iteration 82F: 3 clusters Score -1.303209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -389446.156250 Penalty: 1319.402222
	Iteration 0F: 2 clusters Score -389446.2 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 1668 members 
Entering Unmasked Estep 
Score: -386567.968750 Penalty: 2638.804443
	Iteration 0F: 3 clusters Score -386568 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -387339.312500 Penalty: 2638.804443
	Iteration 1F: 3 clusters Score -387339.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -387542.062500 Penalty: 2638.804443
	Iteration 2F: 3 clusters Score -387542.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -387729.781250 Penalty: 2638.804443
	Iteration 3F: 3 clusters Score -387729.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -387920.937500 Penalty: 2638.804443
	Iteration 4F: 3 clusters Score -387920.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -388057.250000 Penalty: 2638.804443
	Iteration 5F: 3 clusters Score -388057.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -388156.968750 Penalty: 2638.804443
	Iteration 6Q: 3 clusters Score -388157 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -388240.843750 Penalty: 2638.804443
	Iteration 7Q: 3 clusters Score -388240.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -388303.312500 Penalty: 2638.804443
	Iteration 8Q: 3 clusters Score -388303.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -388353.187500 Penalty: 2638.804443
	Iteration 9Q: 3 clusters Score -388353.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -388386.218750 Penalty: 2638.804443
	Iteration 10Q: 3 clusters Score -388386.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -388407.875000 Penalty: 2638.804443
	Iteration 11Q: 3 clusters Score -388407.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -388425.812500 Penalty: 2638.804443
	Iteration 12Q: 3 clusters Score -388425.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -388439.562500 Penalty: 2638.804443
	Iteration 13Q: 3 clusters Score -388439.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -388461.625000 Penalty: 2638.804443
	Iteration 14Q: 3 clusters Score -388461.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -388481.500000 Penalty: 2638.804443
	Iteration 15Q: 3 clusters Score -388481.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -388495.031250 Penalty: 2638.804443
	Iteration 16Q: 3 clusters Score -388495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -388504.312500 Penalty: 2638.804443
	Iteration 17Q: 3 clusters Score -388504.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -388516.937500 Penalty: 2638.804443
	Iteration 18Q: 3 clusters Score -388516.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -388528.062500 Penalty: 2638.804443
	Iteration 19Q: 3 clusters Score -388528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -388536.281250 Penalty: 2638.804443
	Iteration 20F: 3 clusters Score -388536.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -388545.250000 Penalty: 2638.804443
	Iteration 21Q: 3 clusters Score -388545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -388551.281250 Penalty: 2638.804443
	Iteration 22Q: 3 clusters Score -388551.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -388558.500000 Penalty: 2638.804443
	Iteration 23Q: 3 clusters Score -388558.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -388565.343750 Penalty: 2638.804443
	Iteration 24Q: 3 clusters Score -388565.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -388572.218750 Penalty: 2638.804443
	Iteration 25Q: 3 clusters Score -388572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -388575.531250 Penalty: 2638.804443
	Iteration 26Q: 3 clusters Score -388575.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -388578.968750 Penalty: 2638.804443
	Iteration 27Q: 3 clusters Score -388579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -388581.343750 Penalty: 2638.804443
	Iteration 28Q: 3 clusters Score -388581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -388582.875000 Penalty: 2638.804443
	Iteration 29Q: 3 clusters Score -388582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -388583.625000 Penalty: 2638.804443
	Iteration 30Q: 3 clusters Score -388583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -388583.625000 Penalty: 2638.804443
	Iteration 31F: 3 clusters Score -388583.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (78898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Entering Unmasked Estep 
Score: -9207401.000000 Penalty: 1832.335571
	Iteration 0F: 2 clusters Score -9207401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -9155027.000000 Penalty: 3664.671143
	Iteration 0F: 3 clusters Score -9155027 nChanged 37605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -9176807.000000 Penalty: 3664.671143
	Iteration 1F: 3 clusters Score -9176807 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -9177722.000000 Penalty: 3664.671143
	Iteration 2Q: 3 clusters Score -9177722 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -9178972.000000 Penalty: 3664.671143
	Iteration 3Q: 3 clusters Score -9178972 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -9180793.000000 Penalty: 3664.671143
	Iteration 4Q: 3 clusters Score -9180793 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -9183269.000000 Penalty: 3664.671143
	Iteration 5F: 3 clusters Score -9183269 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -9186378.000000 Penalty: 3664.671143
	Iteration 6F: 3 clusters Score -9186378 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -9190022.000000 Penalty: 3664.671143
	Iteration 7F: 3 clusters Score -9190022 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -9193675.000000 Penalty: 3664.671143
	Iteration 8F: 3 clusters Score -9193675 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -9195985.000000 Penalty: 3664.671143
	Iteration 9F: 3 clusters Score -9195985 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -9197164.000000 Penalty: 3664.671143
	Iteration 10Q: 3 clusters Score -9197164 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -9197774.000000 Penalty: 3664.671143
	Iteration 11Q: 3 clusters Score -9197774 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -9198079.000000 Penalty: 3664.671143
	Iteration 12Q: 3 clusters Score -9198079 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -9198323.000000 Penalty: 3664.671143
	Iteration 13Q: 3 clusters Score -9198323 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -9198599.000000 Penalty: 3664.671143
	Iteration 14Q: 3 clusters Score -9198599 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -9198847.000000 Penalty: 3664.671143
	Iteration 15Q: 3 clusters Score -9198847 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -9199032.000000 Penalty: 3664.671143
	Iteration 16Q: 3 clusters Score -9199032 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -9199316.000000 Penalty: 3664.671143
	Iteration 17Q: 3 clusters Score -9199316 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -9199575.000000 Penalty: 3664.671143
	Iteration 18Q: 3 clusters Score -9199575 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -9199814.000000 Penalty: 3664.671143
	Iteration 19Q: 3 clusters Score -9199814 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -9199969.000000 Penalty: 3664.671143
	Iteration 20F: 3 clusters Score -9199969 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -9200131.000000 Penalty: 3664.671143
	Iteration 21Q: 3 clusters Score -9200131 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -9200319.000000 Penalty: 3664.671143
	Iteration 22Q: 3 clusters Score -9200319 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -9200475.000000 Penalty: 3664.671143
	Iteration 23Q: 3 clusters Score -9200475 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -9200697.000000 Penalty: 3664.671143
	Iteration 24Q: 3 clusters Score -9200697 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -9200882.000000 Penalty: 3664.671143
	Iteration 25Q: 3 clusters Score -9200882 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -9201106.000000 Penalty: 3664.671143
	Iteration 26Q: 3 clusters Score -9201106 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -9201323.000000 Penalty: 3664.671143
	Iteration 27Q: 3 clusters Score -9201323 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -9201564.000000 Penalty: 3664.671143
	Iteration 28Q: 3 clusters Score -9201564 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -9201815.000000 Penalty: 3664.671143
	Iteration 29Q: 3 clusters Score -9201815 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -9202081.000000 Penalty: 3664.671143
	Iteration 30Q: 3 clusters Score -9202081 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -9202342.000000 Penalty: 3664.671143
	Iteration 31Q: 3 clusters Score -9202342 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -9202555.000000 Penalty: 3664.671143
	Iteration 32Q: 3 clusters Score -9202555 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -9202777.000000 Penalty: 3664.671143
	Iteration 33Q: 3 clusters Score -9202777 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -9202965.000000 Penalty: 3664.671143
	Iteration 34Q: 3 clusters Score -9202965 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -9203186.000000 Penalty: 3664.671143
	Iteration 35Q: 3 clusters Score -9203186 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -9203305.000000 Penalty: 3664.671143
	Iteration 36Q: 3 clusters Score -9203305 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -9203434.000000 Penalty: 3664.671143
	Iteration 37Q: 3 clusters Score -9203434 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -9203568.000000 Penalty: 3664.671143
	Iteration 38Q: 3 clusters Score -9203568 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -9203728.000000 Penalty: 3664.671143
	Iteration 39Q: 3 clusters Score -9203728 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -9203822.000000 Penalty: 3664.671143
	Iteration 40F: 3 clusters Score -9203822 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -9203942.000000 Penalty: 3664.671143
	Iteration 41Q: 3 clusters Score -9203942 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 69973 members 
Entering Unmasked Estep 
Score: -9204045.000000 Penalty: 3664.671143
	Iteration 42Q: 3 clusters Score -9204045 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -9204186.000000 Penalty: 3664.671143
	Iteration 43Q: 3 clusters Score -9204186 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -9204314.000000 Penalty: 3664.671143
	Iteration 44Q: 3 clusters Score -9204314 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -9204464.000000 Penalty: 3664.671143
	Iteration 45Q: 3 clusters Score -9204464 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -9204612.000000 Penalty: 3664.671143
	Iteration 46Q: 3 clusters Score -9204612 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -9204758.000000 Penalty: 3664.671143
	Iteration 47Q: 3 clusters Score -9204758 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -9204820.000000 Penalty: 3664.671143
	Iteration 48Q: 3 clusters Score -9204820 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -9204925.000000 Penalty: 3664.671143
	Iteration 49Q: 3 clusters Score -9204925 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -9205079.000000 Penalty: 3664.671143
	Iteration 50Q: 3 clusters Score -9205079 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 72972 members 
Entering Unmasked Estep 
Score: -9205164.000000 Penalty: 3664.671143
	Iteration 51Q: 3 clusters Score -9205164 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 73210 members 
Entering Unmasked Estep 
Score: -9205243.000000 Penalty: 3664.671143
	Iteration 52Q: 3 clusters Score -9205243 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -9205322.000000 Penalty: 3664.671143
	Iteration 53Q: 3 clusters Score -9205322 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -9205362.000000 Penalty: 3664.671143
	Iteration 54Q: 3 clusters Score -9205362 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -9205398.000000 Penalty: 3664.671143
	Iteration 55Q: 3 clusters Score -9205398 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -9205431.000000 Penalty: 3664.671143
	Iteration 56Q: 3 clusters Score -9205431 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -9205466.000000 Penalty: 3664.671143
	Iteration 57Q: 3 clusters Score -9205466 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -9205491.000000 Penalty: 3664.671143
	Iteration 58Q: 3 clusters Score -9205491 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -9205511.000000 Penalty: 3664.671143
	Iteration 59Q: 3 clusters Score -9205511 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -9205532.000000 Penalty: 3664.671143
	Iteration 60F: 3 clusters Score -9205532 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -9205563.000000 Penalty: 3664.671143
	Iteration 61Q: 3 clusters Score -9205563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 74673 members 
Entering Unmasked Estep 
Score: -9205569.000000 Penalty: 3664.671143
	Iteration 62Q: 3 clusters Score -9205569 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -9205556.000000 Penalty: 3664.671143
	Iteration 63Q: 3 clusters Score -9205556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -9205587.000000 Penalty: 3664.671143
	Iteration 64Q: 3 clusters Score -9205587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 74945 members 
Entering Unmasked Estep 
Score: -9205623.000000 Penalty: 3664.671143
	Iteration 65Q: 3 clusters Score -9205623 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -9205640.000000 Penalty: 3664.671143
	Iteration 66Q: 3 clusters Score -9205640 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -9205666.000000 Penalty: 3664.671143
	Iteration 67Q: 3 clusters Score -9205666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -9205679.000000 Penalty: 3664.671143
	Iteration 68Q: 3 clusters Score -9205679 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -9205701.000000 Penalty: 3664.671143
	Iteration 69Q: 3 clusters Score -9205701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -9205710.000000 Penalty: 3664.671143
	Iteration 70Q: 3 clusters Score -9205710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -9205745.000000 Penalty: 3664.671143
	Iteration 71Q: 3 clusters Score -9205745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -9205742.000000 Penalty: 3664.671143
	Iteration 72Q: 3 clusters Score -9205742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -9205733.000000 Penalty: 3664.671143
	Iteration 73Q: 3 clusters Score -9205733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -9205757.000000 Penalty: 3664.671143
	Iteration 74Q: 3 clusters Score -9205757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -9205759.000000 Penalty: 3664.671143
	Iteration 75Q: 3 clusters Score -9205759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -9205773.000000 Penalty: 3664.671143
	Iteration 76Q: 3 clusters Score -9205773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -9205771.000000 Penalty: 3664.671143
	Iteration 77Q: 3 clusters Score -9205771 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -9205780.000000 Penalty: 3664.671143
	Iteration 78Q: 3 clusters Score -9205780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -9205761.000000 Penalty: 3664.671143
	Iteration 79Q: 3 clusters Score -9205761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -9205758.000000 Penalty: 3664.671143
	Iteration 80F: 3 clusters Score -9205758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -9205787.000000 Penalty: 3664.671143
	Iteration 81Q: 3 clusters Score -9205787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -9205800.000000 Penalty: 3664.671143
	Iteration 82Q: 3 clusters Score -9205800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -9205810.000000 Penalty: 3664.671143
	Iteration 83Q: 3 clusters Score -9205810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -9205808.000000 Penalty: 3664.671143
	Iteration 84Q: 3 clusters Score -9205808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -9205807.000000 Penalty: 3664.671143
	Iteration 85Q: 3 clusters Score -9205807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -9205800.000000 Penalty: 3664.671143
	Iteration 86Q: 3 clusters Score -9205800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -9205803.000000 Penalty: 3664.671143
	Iteration 87Q: 3 clusters Score -9205803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -9205784.000000 Penalty: 3664.671143
	Iteration 88Q: 3 clusters Score -9205784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -9205812.000000 Penalty: 3664.671143
	Iteration 89Q: 3 clusters Score -9205812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
Score: -9205811.000000 Penalty: 3664.671143
	Iteration 90Q: 3 clusters Score -9205811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -9205827.000000 Penalty: 3664.671143
	Iteration 91Q: 3 clusters Score -9205827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -9205824.000000 Penalty: 3664.671143
	Iteration 92Q: 3 clusters Score -9205824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -9205841.000000 Penalty: 3664.671143
	Iteration 93Q: 3 clusters Score -9205841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 76314 members 
Entering Unmasked Estep 
Score: -9205846.000000 Penalty: 3664.671143
	Iteration 94Q: 3 clusters Score -9205846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -9205852.000000 Penalty: 3664.671143
	Iteration 95Q: 3 clusters Score -9205852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 76338 members 
Entering Unmasked Estep 
Score: -9205858.000000 Penalty: 3664.671143
	Iteration 96Q: 3 clusters Score -9205858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -9205852.000000 Penalty: 3664.671143
	Iteration 97Q: 3 clusters Score -9205852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -9205852.000000 Penalty: 3664.671143
	Iteration 98Q: 3 clusters Score -9205852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -9205855.000000 Penalty: 3664.671143
	Iteration 99Q: 3 clusters Score -9205855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -9205858.000000 Penalty: 3664.671143
	Iteration 100F: 3 clusters Score -9205858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -9205872.000000 Penalty: 3664.671143
	Iteration 101Q: 3 clusters Score -9205872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -9205867.000000 Penalty: 3664.671143
	Iteration 102Q: 3 clusters Score -9205867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -9205871.000000 Penalty: 3664.671143
	Iteration 103Q: 3 clusters Score -9205871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -9205882.000000 Penalty: 3664.671143
	Iteration 104Q: 3 clusters Score -9205882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -9205873.000000 Penalty: 3664.671143
	Iteration 105Q: 3 clusters Score -9205873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -9205870.000000 Penalty: 3664.671143
	Iteration 106Q: 3 clusters Score -9205870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 76478 members 
Entering Unmasked Estep 
Score: -9205876.000000 Penalty: 3664.671143
	Iteration 107Q: 3 clusters Score -9205876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -9205874.000000 Penalty: 3664.671143
	Iteration 108Q: 3 clusters Score -9205874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 76496 members 
Entering Unmasked Estep 
Score: -9205881.000000 Penalty: 3664.671143
	Iteration 109Q: 3 clusters Score -9205881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 76504 members 
Entering Unmasked Estep 
Score: -9205892.000000 Penalty: 3664.671143
	Iteration 110Q: 3 clusters Score -9205892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
Score: -9205895.000000 Penalty: 3664.671143
	Iteration 111Q: 3 clusters Score -9205895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -9205903.000000 Penalty: 3664.671143
	Iteration 112Q: 3 clusters Score -9205903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -9205906.000000 Penalty: 3664.671143
	Iteration 113Q: 3 clusters Score -9205906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -9205906.000000 Penalty: 3664.671143
	Iteration 114Q: 3 clusters Score -9205906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -9205918.000000 Penalty: 3664.671143
	Iteration 115Q: 3 clusters Score -9205918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -9205916.000000 Penalty: 3664.671143
	Iteration 116Q: 3 clusters Score -9205916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -9205918.000000 Penalty: 3664.671143
	Iteration 117Q: 3 clusters Score -9205918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -9205914.000000 Penalty: 3664.671143
	Iteration 118Q: 3 clusters Score -9205914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -9205917.000000 Penalty: 3664.671143
	Iteration 119Q: 3 clusters Score -9205917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -9205921.000000 Penalty: 3664.671143
	Iteration 120F: 3 clusters Score -9205921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -9205932.000000 Penalty: 3664.671143
	Iteration 121Q: 3 clusters Score -9205932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -9205940.000000 Penalty: 3664.671143
	Iteration 122Q: 3 clusters Score -9205940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -9205932.000000 Penalty: 3664.671143
	Iteration 123Q: 3 clusters Score -9205932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -9205927.000000 Penalty: 3664.671143
	Iteration 124Q: 3 clusters Score -9205927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -9205932.000000 Penalty: 3664.671143
	Iteration 125Q: 3 clusters Score -9205932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -9205925.000000 Penalty: 3664.671143
	Iteration 126Q: 3 clusters Score -9205925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -9205923.000000 Penalty: 3664.671143
	Iteration 127Q: 3 clusters Score -9205923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -9205930.000000 Penalty: 3664.671143
	Iteration 128Q: 3 clusters Score -9205930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -9205938.000000 Penalty: 3664.671143
	Iteration 129Q: 3 clusters Score -9205938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -9205936.000000 Penalty: 3664.671143
	Iteration 130Q: 3 clusters Score -9205936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -9205929.000000 Penalty: 3664.671143
	Iteration 131Q: 3 clusters Score -9205929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -9205934.000000 Penalty: 3664.671143
	Iteration 132Q: 3 clusters Score -9205934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -9205931.000000 Penalty: 3664.671143
	Iteration 133Q: 3 clusters Score -9205931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -9205931.000000 Penalty: 3664.671143
	Iteration 134F: 3 clusters Score -9205931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Entering Unmasked Estep 
Score: -3225927.250000 Penalty: 1662.231323
	Iteration 0F: 2 clusters Score -3225927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3207266.750000 Penalty: 3324.462646
	Iteration 0F: 3 clusters Score -3207267 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3214219.250000 Penalty: 3324.462646
	Iteration 1F: 3 clusters Score -3214219 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3214588.750000 Penalty: 3324.462646
	Iteration 2Q: 3 clusters Score -3214589 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3214911.500000 Penalty: 3324.462646
	Iteration 3Q: 3 clusters Score -3214912 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3215225.000000 Penalty: 3324.462646
	Iteration 4Q: 3 clusters Score -3215225 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3215564.000000 Penalty: 3324.462646
	Iteration 5Q: 3 clusters Score -3215564 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3215925.750000 Penalty: 3324.462646
	Iteration 6Q: 3 clusters Score -3215926 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3216358.750000 Penalty: 3324.462646
	Iteration 7Q: 3 clusters Score -3216359 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3216981.750000 Penalty: 3324.462646
	Iteration 8Q: 3 clusters Score -3216982 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3217772.250000 Penalty: 3324.462646
	Iteration 9F: 3 clusters Score -3217772 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3218774.500000 Penalty: 3324.462646
	Iteration 10F: 3 clusters Score -3218774 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3219947.000000 Penalty: 3324.462646
	Iteration 11F: 3 clusters Score -3219947 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3221213.750000 Penalty: 3324.462646
	Iteration 12F: 3 clusters Score -3221214 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3222357.500000 Penalty: 3324.462646
	Iteration 13Q: 3 clusters Score -3222358 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3223254.750000 Penalty: 3324.462646
	Iteration 14Q: 3 clusters Score -3223255 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -3223898.250000 Penalty: 3324.462646
	Iteration 15Q: 3 clusters Score -3223898 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3224304.500000 Penalty: 3324.462646
	Iteration 16Q: 3 clusters Score -3224304 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3224583.250000 Penalty: 3324.462646
	Iteration 17Q: 3 clusters Score -3224583 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3224732.000000 Penalty: 3324.462646
	Iteration 18Q: 3 clusters Score -3224732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3224810.000000 Penalty: 3324.462646
	Iteration 19Q: 3 clusters Score -3224810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3224873.750000 Penalty: 3324.462646
	Iteration 20F: 3 clusters Score -3224874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3224908.000000 Penalty: 3324.462646
	Iteration 21Q: 3 clusters Score -3224908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3224952.750000 Penalty: 3324.462646
	Iteration 22Q: 3 clusters Score -3224953 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3224973.750000 Penalty: 3324.462646
	Iteration 23Q: 3 clusters Score -3224974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3225000.500000 Penalty: 3324.462646
	Iteration 24Q: 3 clusters Score -3225000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3225019.250000 Penalty: 3324.462646
	Iteration 25Q: 3 clusters Score -3225019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -3225041.750000 Penalty: 3324.462646
	Iteration 26Q: 3 clusters Score -3225042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -3225075.500000 Penalty: 3324.462646
	Iteration 27Q: 3 clusters Score -3225076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3225105.250000 Penalty: 3324.462646
	Iteration 28Q: 3 clusters Score -3225105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3225120.750000 Penalty: 3324.462646
	Iteration 29Q: 3 clusters Score -3225121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3225139.250000 Penalty: 3324.462646
	Iteration 30Q: 3 clusters Score -3225139 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3225152.250000 Penalty: 3324.462646
	Iteration 31Q: 3 clusters Score -3225152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3225167.250000 Penalty: 3324.462646
	Iteration 32Q: 3 clusters Score -3225167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3225191.750000 Penalty: 3324.462646
	Iteration 33Q: 3 clusters Score -3225192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3225208.000000 Penalty: 3324.462646
	Iteration 34Q: 3 clusters Score -3225208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3225225.000000 Penalty: 3324.462646
	Iteration 35Q: 3 clusters Score -3225225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3225233.500000 Penalty: 3324.462646
	Iteration 36Q: 3 clusters Score -3225234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3225241.750000 Penalty: 3324.462646
	Iteration 37Q: 3 clusters Score -3225242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3225232.500000 Penalty: 3324.462646
	Iteration 38Q: 3 clusters Score -3225232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3225237.500000 Penalty: 3324.462646
	Iteration 39Q: 3 clusters Score -3225238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3225268.500000 Penalty: 3324.462646
	Iteration 40F: 3 clusters Score -3225268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3225299.000000 Penalty: 3324.462646
	Iteration 41Q: 3 clusters Score -3225299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3225325.000000 Penalty: 3324.462646
	Iteration 42Q: 3 clusters Score -3225325 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -3225352.000000 Penalty: 3324.462646
	Iteration 43Q: 3 clusters Score -3225352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3225385.750000 Penalty: 3324.462646
	Iteration 44Q: 3 clusters Score -3225386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3225410.000000 Penalty: 3324.462646
	Iteration 45Q: 3 clusters Score -3225410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3225449.000000 Penalty: 3324.462646
	Iteration 46Q: 3 clusters Score -3225449 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3225471.250000 Penalty: 3324.462646
	Iteration 47Q: 3 clusters Score -3225471 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3225487.500000 Penalty: 3324.462646
	Iteration 48Q: 3 clusters Score -3225488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3225497.000000 Penalty: 3324.462646
	Iteration 49Q: 3 clusters Score -3225497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3225520.000000 Penalty: 3324.462646
	Iteration 50Q: 3 clusters Score -3225520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3225541.000000 Penalty: 3324.462646
	Iteration 51Q: 3 clusters Score -3225541 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3225555.750000 Penalty: 3324.462646
	Iteration 52Q: 3 clusters Score -3225556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3225563.500000 Penalty: 3324.462646
	Iteration 53Q: 3 clusters Score -3225564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3225576.750000 Penalty: 3324.462646
	Iteration 54Q: 3 clusters Score -3225577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3225586.000000 Penalty: 3324.462646
	Iteration 55Q: 3 clusters Score -3225586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3225590.750000 Penalty: 3324.462646
	Iteration 56Q: 3 clusters Score -3225591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3225604.000000 Penalty: 3324.462646
	Iteration 57Q: 3 clusters Score -3225604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3225604.500000 Penalty: 3324.462646
	Iteration 58Q: 3 clusters Score -3225604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3225600.750000 Penalty: 3324.462646
	Iteration 59Q: 3 clusters Score -3225601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3225608.500000 Penalty: 3324.462646
	Iteration 60F: 3 clusters Score -3225608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3225613.250000 Penalty: 3324.462646
	Iteration 61Q: 3 clusters Score -3225613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3225615.000000 Penalty: 3324.462646
	Iteration 62Q: 3 clusters Score -3225615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3225613.500000 Penalty: 3324.462646
	Iteration 63Q: 3 clusters Score -3225614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3225614.750000 Penalty: 3324.462646
	Iteration 64Q: 3 clusters Score -3225615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3225615.500000 Penalty: 3324.462646
	Iteration 65Q: 3 clusters Score -3225616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3225611.250000 Penalty: 3324.462646
	Iteration 66Q: 3 clusters Score -3225611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3225615.000000 Penalty: 3324.462646
	Iteration 67Q: 3 clusters Score -3225615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3225613.000000 Penalty: 3324.462646
	Iteration 68Q: 3 clusters Score -3225613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3225609.500000 Penalty: 3324.462646
	Iteration 69Q: 3 clusters Score -3225610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3225609.500000 Penalty: 3324.462646
	Iteration 70F: 3 clusters Score -3225610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -11289.052734 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -11289.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10689.654297 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -10689.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10720.627930 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -10720.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10736.693359 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -10736.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10738.343750 Penalty: 1586.910645
	Iteration 3Q: 3 clusters Score -10738.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10738.343750 Penalty: 1586.910645
	Iteration 4F: 3 clusters Score -10738.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Entering Unmasked Estep 
Score: -4316245.000000 Penalty: 1710.361206
	Iteration 0F: 2 clusters Score -4316245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -4291265.000000 Penalty: 3420.722412
	Iteration 0F: 3 clusters Score -4291265 nChanged 17384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4300766.000000 Penalty: 3420.722412
	Iteration 1F: 3 clusters Score -4300766 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4301128.000000 Penalty: 3420.722412
	Iteration 2Q: 3 clusters Score -4301128 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4301455.000000 Penalty: 3420.722412
	Iteration 3Q: 3 clusters Score -4301455 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -4301767.500000 Penalty: 3420.722412
	Iteration 4Q: 3 clusters Score -4301768 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4302083.500000 Penalty: 3420.722412
	Iteration 5Q: 3 clusters Score -4302084 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4302387.500000 Penalty: 3420.722412
	Iteration 6Q: 3 clusters Score -4302388 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4302809.000000 Penalty: 3420.722412
	Iteration 7Q: 3 clusters Score -4302809 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4303353.500000 Penalty: 3420.722412
	Iteration 8Q: 3 clusters Score -4303354 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -4304057.000000 Penalty: 3420.722412
	Iteration 9Q: 3 clusters Score -4304057 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4305037.500000 Penalty: 3420.722412
	Iteration 10Q: 3 clusters Score -4305038 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4306376.500000 Penalty: 3420.722412
	Iteration 11F: 3 clusters Score -4306376 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4307744.000000 Penalty: 3420.722412
	Iteration 12F: 3 clusters Score -4307744 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4308834.000000 Penalty: 3420.722412
	Iteration 13Q: 3 clusters Score -4308834 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4309530.500000 Penalty: 3420.722412
	Iteration 14Q: 3 clusters Score -4309530 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4310028.000000 Penalty: 3420.722412
	Iteration 15Q: 3 clusters Score -4310028 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -4310558.000000 Penalty: 3420.722412
	Iteration 16Q: 3 clusters Score -4310558 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4311133.000000 Penalty: 3420.722412
	Iteration 17Q: 3 clusters Score -4311133 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -4311764.500000 Penalty: 3420.722412
	Iteration 18Q: 3 clusters Score -4311764 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4312383.500000 Penalty: 3420.722412
	Iteration 19Q: 3 clusters Score -4312384 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -4312882.000000 Penalty: 3420.722412
	Iteration 20F: 3 clusters Score -4312882 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4313220.500000 Penalty: 3420.722412
	Iteration 21Q: 3 clusters Score -4313220 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4313365.000000 Penalty: 3420.722412
	Iteration 22Q: 3 clusters Score -4313365 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -4313414.000000 Penalty: 3420.722412
	Iteration 23Q: 3 clusters Score -4313414 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4313451.500000 Penalty: 3420.722412
	Iteration 24Q: 3 clusters Score -4313452 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4313467.000000 Penalty: 3420.722412
	Iteration 25Q: 3 clusters Score -4313467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4313475.000000 Penalty: 3420.722412
	Iteration 26Q: 3 clusters Score -4313475 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4313479.000000 Penalty: 3420.722412
	Iteration 27Q: 3 clusters Score -4313479 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4313486.500000 Penalty: 3420.722412
	Iteration 28Q: 3 clusters Score -4313486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4313480.500000 Penalty: 3420.722412
	Iteration 29Q: 3 clusters Score -4313480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4313477.500000 Penalty: 3420.722412
	Iteration 30Q: 3 clusters Score -4313478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4313481.500000 Penalty: 3420.722412
	Iteration 31Q: 3 clusters Score -4313482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4313475.500000 Penalty: 3420.722412
	Iteration 32Q: 3 clusters Score -4313476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4313474.500000 Penalty: 3420.722412
	Iteration 33Q: 3 clusters Score -4313474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4313483.000000 Penalty: 3420.722412
	Iteration 34Q: 3 clusters Score -4313483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4313477.500000 Penalty: 3420.722412
	Iteration 35Q: 3 clusters Score -4313478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -4313478.500000 Penalty: 3420.722412
	Iteration 36Q: 3 clusters Score -4313478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4313486.000000 Penalty: 3420.722412
	Iteration 37Q: 3 clusters Score -4313486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4313486.500000 Penalty: 3420.722412
	Iteration 38Q: 3 clusters Score -4313486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4313482.500000 Penalty: 3420.722412
	Iteration 39Q: 3 clusters Score -4313482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -4313482.500000 Penalty: 3420.722412
	Iteration 40F: 3 clusters Score -4313482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (80661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Entering Unmasked Estep 
Score: -9479662.000000 Penalty: 1835.926758
	Iteration 0F: 2 clusters Score -9479662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -9426128.000000 Penalty: 3671.853516
	Iteration 0F: 3 clusters Score -9426128 nChanged 38550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -9448475.000000 Penalty: 3671.853516
	Iteration 1F: 3 clusters Score -9448475 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -9449148.000000 Penalty: 3671.853516
	Iteration 2Q: 3 clusters Score -9449148 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -9449968.000000 Penalty: 3671.853516
	Iteration 3Q: 3 clusters Score -9449968 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -9451000.000000 Penalty: 3671.853516
	Iteration 4Q: 3 clusters Score -9451000 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -9452410.000000 Penalty: 3671.853516
	Iteration 5Q: 3 clusters Score -9452410 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -9454088.000000 Penalty: 3671.853516
	Iteration 6Q: 3 clusters Score -9454088 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -9456146.000000 Penalty: 3671.853516
	Iteration 7F: 3 clusters Score -9456146 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -9458657.000000 Penalty: 3671.853516
	Iteration 8F: 3 clusters Score -9458657 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -9461373.000000 Penalty: 3671.853516
	Iteration 9F: 3 clusters Score -9461373 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -9464121.000000 Penalty: 3671.853516
	Iteration 10Q: 3 clusters Score -9464121 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -9466654.000000 Penalty: 3671.853516
	Iteration 11Q: 3 clusters Score -9466654 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -9468814.000000 Penalty: 3671.853516
	Iteration 12Q: 3 clusters Score -9468814 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -9470221.000000 Penalty: 3671.853516
	Iteration 13Q: 3 clusters Score -9470221 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -9471182.000000 Penalty: 3671.853516
	Iteration 14Q: 3 clusters Score -9471182 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -9472011.000000 Penalty: 3671.853516
	Iteration 15Q: 3 clusters Score -9472011 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -9472722.000000 Penalty: 3671.853516
	Iteration 16Q: 3 clusters Score -9472722 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -9473291.000000 Penalty: 3671.853516
	Iteration 17Q: 3 clusters Score -9473291 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -9473844.000000 Penalty: 3671.853516
	Iteration 18Q: 3 clusters Score -9473844 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -9474322.000000 Penalty: 3671.853516
	Iteration 19Q: 3 clusters Score -9474322 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -9474755.000000 Penalty: 3671.853516
	Iteration 20F: 3 clusters Score -9474755 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -9475208.000000 Penalty: 3671.853516
	Iteration 21Q: 3 clusters Score -9475208 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 72924 members 
Entering Unmasked Estep 
Score: -9475595.000000 Penalty: 3671.853516
	Iteration 22Q: 3 clusters Score -9475595 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -9475957.000000 Penalty: 3671.853516
	Iteration 23Q: 3 clusters Score -9475957 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -9476313.000000 Penalty: 3671.853516
	Iteration 24Q: 3 clusters Score -9476313 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -9476644.000000 Penalty: 3671.853516
	Iteration 25Q: 3 clusters Score -9476644 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -9476900.000000 Penalty: 3671.853516
	Iteration 26Q: 3 clusters Score -9476900 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -9477105.000000 Penalty: 3671.853516
	Iteration 27Q: 3 clusters Score -9477105 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -9477267.000000 Penalty: 3671.853516
	Iteration 28Q: 3 clusters Score -9477267 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -9477419.000000 Penalty: 3671.853516
	Iteration 29Q: 3 clusters Score -9477419 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
Score: -9477528.000000 Penalty: 3671.853516
	Iteration 30Q: 3 clusters Score -9477528 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 77341 members 
Entering Unmasked Estep 
Score: -9477611.000000 Penalty: 3671.853516
	Iteration 31Q: 3 clusters Score -9477611 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 77643 members 
Entering Unmasked Estep 
Score: -9477680.000000 Penalty: 3671.853516
	Iteration 32Q: 3 clusters Score -9477680 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -9477732.000000 Penalty: 3671.853516
	Iteration 33Q: 3 clusters Score -9477732 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -9477792.000000 Penalty: 3671.853516
	Iteration 34Q: 3 clusters Score -9477792 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -9477825.000000 Penalty: 3671.853516
	Iteration 35Q: 3 clusters Score -9477825 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -9477861.000000 Penalty: 3671.853516
	Iteration 36Q: 3 clusters Score -9477861 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -9477914.000000 Penalty: 3671.853516
	Iteration 37Q: 3 clusters Score -9477914 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -9477936.000000 Penalty: 3671.853516
	Iteration 38Q: 3 clusters Score -9477936 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -9477977.000000 Penalty: 3671.853516
	Iteration 39Q: 3 clusters Score -9477977 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 79111 members 
Entering Unmasked Estep 
Score: -9478003.000000 Penalty: 3671.853516
	Iteration 40F: 3 clusters Score -9478003 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -9478011.000000 Penalty: 3671.853516
	Iteration 41Q: 3 clusters Score -9478011 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -9478070.000000 Penalty: 3671.853516
	Iteration 42Q: 3 clusters Score -9478070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -9478097.000000 Penalty: 3671.853516
	Iteration 43Q: 3 clusters Score -9478097 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -9478122.000000 Penalty: 3671.853516
	Iteration 44Q: 3 clusters Score -9478122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -9478166.000000 Penalty: 3671.853516
	Iteration 45Q: 3 clusters Score -9478166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -9478173.000000 Penalty: 3671.853516
	Iteration 46Q: 3 clusters Score -9478173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -9478183.000000 Penalty: 3671.853516
	Iteration 47Q: 3 clusters Score -9478183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -9478202.000000 Penalty: 3671.853516
	Iteration 48Q: 3 clusters Score -9478202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -9478224.000000 Penalty: 3671.853516
	Iteration 49Q: 3 clusters Score -9478224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -9478242.000000 Penalty: 3671.853516
	Iteration 50Q: 3 clusters Score -9478242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 79720 members 
Entering Unmasked Estep 
Score: -9478243.000000 Penalty: 3671.853516
	Iteration 51Q: 3 clusters Score -9478243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -9478239.000000 Penalty: 3671.853516
	Iteration 52Q: 3 clusters Score -9478239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -9478256.000000 Penalty: 3671.853516
	Iteration 53Q: 3 clusters Score -9478256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -9478257.000000 Penalty: 3671.853516
	Iteration 54Q: 3 clusters Score -9478257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -9478270.000000 Penalty: 3671.853516
	Iteration 55Q: 3 clusters Score -9478270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -9478268.000000 Penalty: 3671.853516
	Iteration 56Q: 3 clusters Score -9478268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -9478275.000000 Penalty: 3671.853516
	Iteration 57Q: 3 clusters Score -9478275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -9478275.000000 Penalty: 3671.853516
	Iteration 58Q: 3 clusters Score -9478275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -9478279.000000 Penalty: 3671.853516
	Iteration 59Q: 3 clusters Score -9478279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -9478273.000000 Penalty: 3671.853516
	Iteration 60F: 3 clusters Score -9478273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -9478283.000000 Penalty: 3671.853516
	Iteration 61Q: 3 clusters Score -9478283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -9478285.000000 Penalty: 3671.853516
	Iteration 62Q: 3 clusters Score -9478285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -9478275.000000 Penalty: 3671.853516
	Iteration 63Q: 3 clusters Score -9478275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -9478277.000000 Penalty: 3671.853516
	Iteration 64Q: 3 clusters Score -9478277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 79817 members 
Entering Unmasked Estep 
Score: -9478272.000000 Penalty: 3671.853516
	Iteration 65Q: 3 clusters Score -9478272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -9478272.000000 Penalty: 3671.853516
	Iteration 66Q: 3 clusters Score -9478272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -9478272.000000 Penalty: 3671.853516
	Iteration 67F: 3 clusters Score -9478272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Entering Unmasked Estep 
Score: -1760995.000000 Penalty: 1563.378906
	Iteration 0F: 2 clusters Score -1760995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1750512.375000 Penalty: 3126.757812
	Iteration 0F: 3 clusters Score -1750512 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1754014.375000 Penalty: 3126.757812
	Iteration 1F: 3 clusters Score -1754014 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1754271.250000 Penalty: 3126.757812
	Iteration 2F: 3 clusters Score -1754271 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1754498.000000 Penalty: 3126.757812
	Iteration 3Q: 3 clusters Score -1754498 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1754729.375000 Penalty: 3126.757812
	Iteration 4Q: 3 clusters Score -1754729 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1754972.250000 Penalty: 3126.757812
	Iteration 5Q: 3 clusters Score -1754972 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1755279.625000 Penalty: 3126.757812
	Iteration 6Q: 3 clusters Score -1755280 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1755716.875000 Penalty: 3126.757812
	Iteration 7Q: 3 clusters Score -1755717 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1756291.500000 Penalty: 3126.757812
	Iteration 8F: 3 clusters Score -1756292 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1756912.125000 Penalty: 3126.757812
	Iteration 9F: 3 clusters Score -1756912 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1757518.625000 Penalty: 3126.757812
	Iteration 10F: 3 clusters Score -1757519 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1757995.875000 Penalty: 3126.757812
	Iteration 11Q: 3 clusters Score -1757996 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1758333.500000 Penalty: 3126.757812
	Iteration 12Q: 3 clusters Score -1758334 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1758571.625000 Penalty: 3126.757812
	Iteration 13Q: 3 clusters Score -1758572 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1758778.250000 Penalty: 3126.757812
	Iteration 14Q: 3 clusters Score -1758778 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1758964.000000 Penalty: 3126.757812
	Iteration 15Q: 3 clusters Score -1758964 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1759105.000000 Penalty: 3126.757812
	Iteration 16Q: 3 clusters Score -1759105 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1759230.875000 Penalty: 3126.757812
	Iteration 17Q: 3 clusters Score -1759231 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1759302.000000 Penalty: 3126.757812
	Iteration 18Q: 3 clusters Score -1759302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1759350.500000 Penalty: 3126.757812
	Iteration 19Q: 3 clusters Score -1759350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1759389.875000 Penalty: 3126.757812
	Iteration 20F: 3 clusters Score -1759390 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1759433.875000 Penalty: 3126.757812
	Iteration 21Q: 3 clusters Score -1759434 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1759468.625000 Penalty: 3126.757812
	Iteration 22Q: 3 clusters Score -1759469 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1759499.125000 Penalty: 3126.757812
	Iteration 23Q: 3 clusters Score -1759499 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1759524.875000 Penalty: 3126.757812
	Iteration 24Q: 3 clusters Score -1759525 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1759544.500000 Penalty: 3126.757812
	Iteration 25Q: 3 clusters Score -1759544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1759552.625000 Penalty: 3126.757812
	Iteration 26Q: 3 clusters Score -1759553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1759564.000000 Penalty: 3126.757812
	Iteration 27Q: 3 clusters Score -1759564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1759567.250000 Penalty: 3126.757812
	Iteration 28Q: 3 clusters Score -1759567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1759569.875000 Penalty: 3126.757812
	Iteration 29Q: 3 clusters Score -1759570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1759576.750000 Penalty: 3126.757812
	Iteration 30Q: 3 clusters Score -1759577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1759580.375000 Penalty: 3126.757812
	Iteration 31Q: 3 clusters Score -1759580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1759585.750000 Penalty: 3126.757812
	Iteration 32Q: 3 clusters Score -1759586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1759583.875000 Penalty: 3126.757812
	Iteration 33Q: 3 clusters Score -1759584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1759586.500000 Penalty: 3126.757812
	Iteration 34Q: 3 clusters Score -1759586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1759587.375000 Penalty: 3126.757812
	Iteration 35Q: 3 clusters Score -1759587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1759588.750000 Penalty: 3126.757812
	Iteration 36Q: 3 clusters Score -1759589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1759589.125000 Penalty: 3126.757812
	Iteration 37Q: 3 clusters Score -1759589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1759590.500000 Penalty: 3126.757812
	Iteration 38Q: 3 clusters Score -1759590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1759590.500000 Penalty: 3126.757812
	Iteration 39Q: 3 clusters Score -1759590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1759590.500000 Penalty: 3126.757812
	Iteration 40F: 3 clusters Score -1759590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1759590.125000 Penalty: 3126.757812
	Iteration 41Q: 3 clusters Score -1759590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1759590.125000 Penalty: 3126.757812
	Iteration 42Q: 3 clusters Score -1759590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1759589.750000 Penalty: 3126.757812
	Iteration 43Q: 3 clusters Score -1759590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1759589.750000 Penalty: 3126.757812
	Iteration 44F: 3 clusters Score -1759590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -44615.433594 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -44615.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43619.183594 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -43619.18 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43795.937500 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -43795.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43881.183594 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -43881.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43984.136719 Penalty: 1981.874146
	Iteration 3F: 3 clusters Score -43984.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -44053.214844 Penalty: 1981.874146
	Iteration 4F: 3 clusters Score -44053.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44105.980469 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -44105.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44135.402344 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -44135.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44158.472656 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -44158.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -44170.250000 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -44170.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -44171.746094 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -44171.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -44171.746094 Penalty: 1981.874146
	Iteration 10F: 3 clusters Score -44171.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Entering Unmasked Estep 
Score: -1922002.250000 Penalty: 1578.665771
	Iteration 0F: 2 clusters Score -1922002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1910625.750000 Penalty: 3157.331543
	Iteration 0F: 3 clusters Score -1910626 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1914746.375000 Penalty: 3157.331543
	Iteration 1F: 3 clusters Score -1914746 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1915265.375000 Penalty: 3157.331543
	Iteration 2F: 3 clusters Score -1915265 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1915924.000000 Penalty: 3157.331543
	Iteration 3F: 3 clusters Score -1915924 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1916726.500000 Penalty: 3157.331543
	Iteration 4F: 3 clusters Score -1916726 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1917615.500000 Penalty: 3157.331543
	Iteration 5F: 3 clusters Score -1917616 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1918464.000000 Penalty: 3157.331543
	Iteration 6F: 3 clusters Score -1918464 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1919199.250000 Penalty: 3157.331543
	Iteration 7F: 3 clusters Score -1919199 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1919781.750000 Penalty: 3157.331543
	Iteration 8Q: 3 clusters Score -1919782 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1920217.000000 Penalty: 3157.331543
	Iteration 9Q: 3 clusters Score -1920217 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1920462.250000 Penalty: 3157.331543
	Iteration 10Q: 3 clusters Score -1920462 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1920615.375000 Penalty: 3157.331543
	Iteration 11Q: 3 clusters Score -1920615 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1920696.125000 Penalty: 3157.331543
	Iteration 12Q: 3 clusters Score -1920696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1920737.625000 Penalty: 3157.331543
	Iteration 13Q: 3 clusters Score -1920738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1920751.500000 Penalty: 3157.331543
	Iteration 14Q: 3 clusters Score -1920752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1920768.125000 Penalty: 3157.331543
	Iteration 15Q: 3 clusters Score -1920768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1920778.250000 Penalty: 3157.331543
	Iteration 16Q: 3 clusters Score -1920778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1920786.500000 Penalty: 3157.331543
	Iteration 17Q: 3 clusters Score -1920786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1920790.875000 Penalty: 3157.331543
	Iteration 18Q: 3 clusters Score -1920791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1920794.250000 Penalty: 3157.331543
	Iteration 19Q: 3 clusters Score -1920794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1920797.375000 Penalty: 3157.331543
	Iteration 20F: 3 clusters Score -1920797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1920798.000000 Penalty: 3157.331543
	Iteration 21Q: 3 clusters Score -1920798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1920800.000000 Penalty: 3157.331543
	Iteration 22Q: 3 clusters Score -1920800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1920799.125000 Penalty: 3157.331543
	Iteration 23Q: 3 clusters Score -1920799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1920801.500000 Penalty: 3157.331543
	Iteration 24Q: 3 clusters Score -1920802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1920802.875000 Penalty: 3157.331543
	Iteration 25Q: 3 clusters Score -1920803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1920802.500000 Penalty: 3157.331543
	Iteration 26Q: 3 clusters Score -1920802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1920802.500000 Penalty: 3157.331543
	Iteration 27Q: 3 clusters Score -1920802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1920806.250000 Penalty: 3157.331543
	Iteration 28Q: 3 clusters Score -1920806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1920808.750000 Penalty: 3157.331543
	Iteration 29Q: 3 clusters Score -1920809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1920808.375000 Penalty: 3157.331543
	Iteration 30Q: 3 clusters Score -1920808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1920810.125000 Penalty: 3157.331543
	Iteration 31Q: 3 clusters Score -1920810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1920810.500000 Penalty: 3157.331543
	Iteration 32Q: 3 clusters Score -1920810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1920812.375000 Penalty: 3157.331543
	Iteration 33Q: 3 clusters Score -1920812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1920812.000000 Penalty: 3157.331543
	Iteration 34Q: 3 clusters Score -1920812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1920810.250000 Penalty: 3157.331543
	Iteration 35Q: 3 clusters Score -1920810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1920813.375000 Penalty: 3157.331543
	Iteration 36Q: 3 clusters Score -1920813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1920812.500000 Penalty: 3157.331543
	Iteration 37Q: 3 clusters Score -1920812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1920814.125000 Penalty: 3157.331543
	Iteration 38Q: 3 clusters Score -1920814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1920816.375000 Penalty: 3157.331543
	Iteration 39Q: 3 clusters Score -1920816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1920816.250000 Penalty: 3157.331543
	Iteration 40F: 3 clusters Score -1920816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Entering Unmasked Estep 
Score: -9554075.000000 Penalty: 1837.771729
	Iteration 0F: 2 clusters Score -9554075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -9500401.000000 Penalty: 3675.543457
	Iteration 0F: 3 clusters Score -9500401 nChanged 38761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -9522685.000000 Penalty: 3675.543457
	Iteration 1F: 3 clusters Score -9522685 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -9523805.000000 Penalty: 3675.543457
	Iteration 2Q: 3 clusters Score -9523805 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -9525557.000000 Penalty: 3675.543457
	Iteration 3Q: 3 clusters Score -9525557 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -9528689.000000 Penalty: 3675.543457
	Iteration 4F: 3 clusters Score -9528689 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -9533144.000000 Penalty: 3675.543457
	Iteration 5F: 3 clusters Score -9533144 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -9538688.000000 Penalty: 3675.543457
	Iteration 6F: 3 clusters Score -9538688 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -9543903.000000 Penalty: 3675.543457
	Iteration 7F: 3 clusters Score -9543903 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -9547204.000000 Penalty: 3675.543457
	Iteration 8F: 3 clusters Score -9547204 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -9548647.000000 Penalty: 3675.543457
	Iteration 9Q: 3 clusters Score -9548647 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -9549404.000000 Penalty: 3675.543457
	Iteration 10Q: 3 clusters Score -9549404 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -9549905.000000 Penalty: 3675.543457
	Iteration 11Q: 3 clusters Score -9549905 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -9550248.000000 Penalty: 3675.543457
	Iteration 12Q: 3 clusters Score -9550248 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -9550515.000000 Penalty: 3675.543457
	Iteration 13Q: 3 clusters Score -9550515 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -9550675.000000 Penalty: 3675.543457
	Iteration 14Q: 3 clusters Score -9550675 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -9550782.000000 Penalty: 3675.543457
	Iteration 15Q: 3 clusters Score -9550782 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -9550821.000000 Penalty: 3675.543457
	Iteration 16Q: 3 clusters Score -9550821 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9550931 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9550991 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9551053 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -9551130.000000 Penalty: 3675.543457
	Iteration 20F: 3 clusters Score -9551130 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9551183 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -9551237.000000 Penalty: 3675.543457
	Iteration 22Q: 3 clusters Score -9551237 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9551261 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -9551314.000000 Penalty: 3675.543457
	Iteration 24Q: 3 clusters Score -9551314 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -9551362.000000 Penalty: 3675.543457
	Iteration 25Q: 3 clusters Score -9551362 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9551390 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -9551394.000000 Penalty: 3675.543457
	Iteration 27Q: 3 clusters Score -9551394 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9551431 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -9551471.000000 Penalty: 3675.543457
	Iteration 29Q: 3 clusters Score -9551471 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -9551547.000000 Penalty: 3675.543457
	Iteration 30Q: 3 clusters Score -9551547 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -9551617.000000 Penalty: 3675.543457
	Iteration 31Q: 3 clusters Score -9551617 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -9551685.000000 Penalty: 3675.543457
	Iteration 32Q: 3 clusters Score -9551685 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -9551743.000000 Penalty: 3675.543457
	Iteration 33Q: 3 clusters Score -9551743 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -9551816.000000 Penalty: 3675.543457
	Iteration 34Q: 3 clusters Score -9551816 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9551876 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 72149 members 
Entering Unmasked Estep 
Score: -9551904.000000 Penalty: 3675.543457
	Iteration 36Q: 3 clusters Score -9551904 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -9551928.000000 Penalty: 3675.543457
	Iteration 37Q: 3 clusters Score -9551928 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -9551969.000000 Penalty: 3675.543457
	Iteration 38Q: 3 clusters Score -9551969 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -9552028.000000 Penalty: 3675.543457
	Iteration 39Q: 3 clusters Score -9552028 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -9552066.000000 Penalty: 3675.543457
	Iteration 40F: 3 clusters Score -9552066 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -9552080.000000 Penalty: 3675.543457
	Iteration 41Q: 3 clusters Score -9552080 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -9552122.000000 Penalty: 3675.543457
	Iteration 42Q: 3 clusters Score -9552122 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9552195 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -9552227.000000 Penalty: 3675.543457
	Iteration 44Q: 3 clusters Score -9552227 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -9552238.000000 Penalty: 3675.543457
	Iteration 45Q: 3 clusters Score -9552238 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9552272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 74716 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9552305 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9552300 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9552334 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9552342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9552384 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9552442 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -9552464.000000 Penalty: 3675.543457
	Iteration 53Q: 3 clusters Score -9552464 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9552475 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -9552476.000000 Penalty: 3675.543457
	Iteration 55Q: 3 clusters Score -9552476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9552519 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -9552524.000000 Penalty: 3675.543457
	Iteration 57Q: 3 clusters Score -9552524 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9552534 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -9552567.000000 Penalty: 3675.543457
	Iteration 59Q: 3 clusters Score -9552567 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9552599 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -9552613.000000 Penalty: 3675.543457
	Iteration 61Q: 3 clusters Score -9552613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -9552623.000000 Penalty: 3675.543457
	Iteration 62Q: 3 clusters Score -9552623 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -9552653.000000 Penalty: 3675.543457
	Iteration 63Q: 3 clusters Score -9552653 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9552658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9552651 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9552662 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 77239 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9552684 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9552701 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -9552715.000000 Penalty: 3675.543457
	Iteration 69Q: 3 clusters Score -9552715 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9552750 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 77616 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9552752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -9552744.000000 Penalty: 3675.543457
	Iteration 72Q: 3 clusters Score -9552744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9552757 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9552785 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9552793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 77995 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9552802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9552803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 78131 members 
Entering Unmasked Estep 
Score: -9552810.000000 Penalty: 3675.543457
	Iteration 78Q: 3 clusters Score -9552810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -9552821.000000 Penalty: 3675.543457
	Iteration 79Q: 3 clusters Score -9552821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -9552833.000000 Penalty: 3675.543457
	Iteration 80F: 3 clusters Score -9552833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -9552839.000000 Penalty: 3675.543457
	Iteration 81Q: 3 clusters Score -9552839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9552847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9552873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 78388 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9552872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9552882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9552883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 78495 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9552895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9552889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9552896 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9552895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9552885 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9552883 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 78640 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9552879 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 78658 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9552875 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 78681 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9552861 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9552877 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2860 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9552875 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9552872 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9552863 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 78766 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9552860 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9552861 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9552857 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -9552841.000000 Penalty: 3675.543457
	Iteration 103Q: 3 clusters Score -9552841 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9552847 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9552854 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9552848 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 78946 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9552836 nChanged 23
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Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9552841 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -9552840.000000 Penalty: 3675.543457
	Iteration 109Q: 3 clusters Score -9552840 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9552839.000000 Penalty: 3675.543457
	Iteration 110Q: 3 clusters Score -9552839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -9552842.000000 Penalty: 3675.543457
	Iteration 111Q: 3 clusters Score -9552842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -9552839.000000 Penalty: 3675.543457
	Iteration 112Q: 3 clusters Score -9552839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -9552842.000000 Penalty: 3675.543457
	Iteration 113Q: 3 clusters Score -9552842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -9552842.000000 Penalty: 3675.543457
	Iteration 114F: 3 clusters Score -9552842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (144339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144339 members 
Entering Unmasked Estep 
Score: -16587951.000000 Penalty: 1930.487061
	Iteration 0F: 2 clusters Score -1.658795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -16501423.000000 Penalty: 3860.974121
	Iteration 0F: 3 clusters Score -1.650142e+07 nChanged 69549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -16542136.000000 Penalty: 3860.974121
	Iteration 1F: 3 clusters Score -1.654214e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -16543437.000000 Penalty: 3860.974121
	Iteration 2Q: 3 clusters Score -1.654344e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -16545707.000000 Penalty: 3860.974121
	Iteration 3Q: 3 clusters Score -1.654571e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -16550112.000000 Penalty: 3860.974121
	Iteration 4F: 3 clusters Score -1.655011e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 106601 members 
Entering Unmasked Estep 
Score: -16557685.000000 Penalty: 3860.974121
	Iteration 5F: 3 clusters Score -1.655768e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 119747 members 
Entering Unmasked Estep 
Score: -16567804.000000 Penalty: 3860.974121
	Iteration 6F: 3 clusters Score -1.65678e+07 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 131671 members 
Entering Unmasked Estep 
Score: -16576423.000000 Penalty: 3860.974121
	Iteration 7F: 3 clusters Score -1.657642e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -16581652.000000 Penalty: 3860.974121
	Iteration 8F: 3 clusters Score -1.658165e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -16584268.000000 Penalty: 3860.974121
	Iteration 9Q: 3 clusters Score -1.658427e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 143416 members 
Entering Unmasked Estep 
Score: -16585340.000000 Penalty: 3860.974121
	Iteration 10Q: 3 clusters Score -1.658534e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 143781 members 
Entering Unmasked Estep 
Score: -16585725.000000 Penalty: 3860.974121
	Iteration 11Q: 3 clusters Score -1.658572e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 143917 members 
Entering Unmasked Estep 
Score: -16585906.000000 Penalty: 3860.974121
	Iteration 12Q: 3 clusters Score -1.658591e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 143970 members 
Entering Unmasked Estep 
Score: -16585996.000000 Penalty: 3860.974121
	Iteration 13Q: 3 clusters Score -1.6586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 144000 members 
Entering Unmasked Estep 
Score: -16586014.000000 Penalty: 3860.974121
	Iteration 14Q: 3 clusters Score -1.658601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 144014 members 
Entering Unmasked Estep 
Score: -16586060.000000 Penalty: 3860.974121
	Iteration 15Q: 3 clusters Score -1.658606e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 144023 members 
Entering Unmasked Estep 
Score: -16586072.000000 Penalty: 3860.974121
	Iteration 16Q: 3 clusters Score -1.658607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 144028 members 
Entering Unmasked Estep 
Score: -16586093.000000 Penalty: 3860.974121
	Iteration 17Q: 3 clusters Score -1.658609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 144030 members 
Entering Unmasked Estep 
Score: -16586108.000000 Penalty: 3860.974121
	Iteration 18Q: 3 clusters Score -1.658611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 144035 members 
Entering Unmasked Estep 
Score: -16586117.000000 Penalty: 3860.974121
	Iteration 19Q: 3 clusters Score -1.658612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 144037 members 
Entering Unmasked Estep 
Score: -16586132.000000 Penalty: 3860.974121
	Iteration 20F: 3 clusters Score -1.658613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 144039 members 
Entering Unmasked Estep 
Score: -16586134.000000 Penalty: 3860.974121
	Iteration 21Q: 3 clusters Score -1.658613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 144040 members 
Entering Unmasked Estep 
Score: -16586144.000000 Penalty: 3860.974121
	Iteration 22Q: 3 clusters Score -1.658614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 144041 members 
Entering Unmasked Estep 
Score: -16586138.000000 Penalty: 3860.974121
	Iteration 23Q: 3 clusters Score -1.658614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 144047 members 
Entering Unmasked Estep 
Score: -16586145.000000 Penalty: 3860.974121
	Iteration 24Q: 3 clusters Score -1.658614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 144051 members 
Entering Unmasked Estep 
Score: -16586173.000000 Penalty: 3860.974121
	Iteration 25Q: 3 clusters Score -1.658617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 144055 members 
Entering Unmasked Estep 
Score: -16586192.000000 Penalty: 3860.974121
	Iteration 26Q: 3 clusters Score -1.658619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 144054 members 
Entering Unmasked Estep 
Score: -16586204.000000 Penalty: 3860.974121
	Iteration 27Q: 3 clusters Score -1.65862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 144055 members 
Entering Unmasked Estep 
Score: -16586229.000000 Penalty: 3860.974121
	Iteration 28Q: 3 clusters Score -1.658623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 144059 members 
Entering Unmasked Estep 
Score: -16586232.000000 Penalty: 3860.974121
	Iteration 29Q: 3 clusters Score -1.658623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 144056 members 
Entering Unmasked Estep 
Score: -16586240.000000 Penalty: 3860.974121
	Iteration 30Q: 3 clusters Score -1.658624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 144057 members 
Entering Unmasked Estep 
Score: -16586253.000000 Penalty: 3860.974121
	Iteration 31Q: 3 clusters Score -1.658625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 144056 members 
Entering Unmasked Estep 
Score: -16586250.000000 Penalty: 3860.974121
	Iteration 32Q: 3 clusters Score -1.658625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 144053 members 
Entering Unmasked Estep 
Score: -16586250.000000 Penalty: 3860.974121
	Iteration 33Q: 3 clusters Score -1.658625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 144055 members 
Entering Unmasked Estep 
Score: -16586266.000000 Penalty: 3860.974121
	Iteration 34Q: 3 clusters Score -1.658627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 144052 members 
Entering Unmasked Estep 
Score: -16586262.000000 Penalty: 3860.974121
	Iteration 35Q: 3 clusters Score -1.658626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 144049 members 
Entering Unmasked Estep 
Score: -16586259.000000 Penalty: 3860.974121
	Iteration 36Q: 3 clusters Score -1.658626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 144046 members 
Entering Unmasked Estep 
Score: -16586269.000000 Penalty: 3860.974121
	Iteration 37Q: 3 clusters Score -1.658627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 144043 members 
Entering Unmasked Estep 
Score: -16586262.000000 Penalty: 3860.974121
	Iteration 38Q: 3 clusters Score -1.658626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 144044 members 
Entering Unmasked Estep 
Score: -16586262.000000 Penalty: 3860.974121
	Iteration 39Q: 3 clusters Score -1.658626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 144043 members 
Entering Unmasked Estep 
Score: -16586264.000000 Penalty: 3860.974121
	Iteration 40F: 3 clusters Score -1.658626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 144042 members 
Entering Unmasked Estep 
Score: -16586264.000000 Penalty: 3860.974121
	Iteration 41Q: 3 clusters Score -1.658626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 144041 members 
Entering Unmasked Estep 
Score: -16586271.000000 Penalty: 3860.974121
	Iteration 42Q: 3 clusters Score -1.658627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 144041 members 
Entering Unmasked Estep 
Score: -16586271.000000 Penalty: 3860.974121
	Iteration 43F: 3 clusters Score -1.658627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Entering Unmasked Estep 
Score: -582843.375000 Penalty: 1394.460327
	Iteration 0F: 2 clusters Score -582843.4 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 2698 members 
Entering Unmasked Estep 
Score: -578709.187500 Penalty: 2788.920654
	Iteration 0F: 3 clusters Score -578709.2 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -579887.812500 Penalty: 2788.920654
	Iteration 1F: 3 clusters Score -579887.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -580071.500000 Penalty: 2788.920654
	Iteration 2F: 3 clusters Score -580071.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -580189.000000 Penalty: 2788.920654
	Iteration 3Q: 3 clusters Score -580189 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -580288.562500 Penalty: 2788.920654
	Iteration 4Q: 3 clusters Score -580288.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -580401.625000 Penalty: 2788.920654
	Iteration 5Q: 3 clusters Score -580401.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -580523.500000 Penalty: 2788.920654
	Iteration 6Q: 3 clusters Score -580523.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -580628.500000 Penalty: 2788.920654
	Iteration 7Q: 3 clusters Score -580628.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -580714.812500 Penalty: 2788.920654
	Iteration 8Q: 3 clusters Score -580714.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -580782.375000 Penalty: 2788.920654
	Iteration 9Q: 3 clusters Score -580782.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -580841.750000 Penalty: 2788.920654
	Iteration 10Q: 3 clusters Score -580841.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -580906.187500 Penalty: 2788.920654
	Iteration 11Q: 3 clusters Score -580906.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -580989.875000 Penalty: 2788.920654
	Iteration 12Q: 3 clusters Score -580989.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -581098.687500 Penalty: 2788.920654
	Iteration 13Q: 3 clusters Score -581098.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -581237.375000 Penalty: 2788.920654
	Iteration 14Q: 3 clusters Score -581237.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -581377.625000 Penalty: 2788.920654
	Iteration 15Q: 3 clusters Score -581377.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -581511.437500 Penalty: 2788.920654
	Iteration 16Q: 3 clusters Score -581511.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -581628.875000 Penalty: 2788.920654
	Iteration 17Q: 3 clusters Score -581628.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -581723.812500 Penalty: 2788.920654
	Iteration 18Q: 3 clusters Score -581723.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -581792.437500 Penalty: 2788.920654
	Iteration 19Q: 3 clusters Score -581792.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -581846.937500 Penalty: 2788.920654
	Iteration 20F: 3 clusters Score -581846.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -581884.750000 Penalty: 2788.920654
	Iteration 21Q: 3 clusters Score -581884.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -581918.687500 Penalty: 2788.920654
	Iteration 22Q: 3 clusters Score -581918.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -581934.750000 Penalty: 2788.920654
	Iteration 23Q: 3 clusters Score -581934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -581949.562500 Penalty: 2788.920654
	Iteration 24Q: 3 clusters Score -581949.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -581960.875000 Penalty: 2788.920654
	Iteration 25Q: 3 clusters Score -581960.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -581968.312500 Penalty: 2788.920654
	Iteration 26Q: 3 clusters Score -581968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -581972.000000 Penalty: 2788.920654
	Iteration 27Q: 3 clusters Score -581972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -581974.625000 Penalty: 2788.920654
	Iteration 28Q: 3 clusters Score -581974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -581975.625000 Penalty: 2788.920654
	Iteration 29Q: 3 clusters Score -581975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -581977.750000 Penalty: 2788.920654
	Iteration 30Q: 3 clusters Score -581977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -581980.812500 Penalty: 2788.920654
	Iteration 31Q: 3 clusters Score -581980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -581983.312500 Penalty: 2788.920654
	Iteration 32Q: 3 clusters Score -581983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -581985.437500 Penalty: 2788.920654
	Iteration 33Q: 3 clusters Score -581985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -581985.312500 Penalty: 2788.920654
	Iteration 34Q: 3 clusters Score -581985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -581985.312500 Penalty: 2788.920654
	Iteration 35F: 3 clusters Score -581985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -102949.000000 Penalty: 1105.389160
	Iteration 0F: 2 clusters Score -102949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101578.625000 Penalty: 2210.778320
	Iteration 0F: 3 clusters Score -101578.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101792.976562 Penalty: 2210.778320
	Iteration 1F: 3 clusters Score -101793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -101851.656250 Penalty: 2210.778320
	Iteration 2F: 3 clusters Score -101851.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101885.882812 Penalty: 2210.778320
	Iteration 3Q: 3 clusters Score -101885.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101906.968750 Penalty: 2210.778320
	Iteration 4Q: 3 clusters Score -101907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101919.453125 Penalty: 2210.778320
	Iteration 5Q: 3 clusters Score -101919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101924.718750 Penalty: 2210.778320
	Iteration 6Q: 3 clusters Score -101924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101929.734375 Penalty: 2210.778320
	Iteration 7Q: 3 clusters Score -101929.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101932.078125 Penalty: 2210.778320
	Iteration 8Q: 3 clusters Score -101932.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101932.078125 Penalty: 2210.778320
	Iteration 9F: 3 clusters Score -101932.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 28908 members 
Mstep: Class 3 contains 66990 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 27918 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 111308 members 
Mstep: Class 13 contains 3359 members 
Mstep: Class 14 contains 78898 members 
Mstep: Class 15 contains 27698 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37246 members 
Mstep: Class 18 contains 80661 members 
Mstep: Class 19 contains 15075 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16562 members 
Mstep: Class 22 contains 81582 members 
Mstep: Class 23 contains 144339 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216888.000000 Penalty: 55007.320312
Iteration 439Q: 26 clusters Score -8.621689e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 28815 members 
Mstep: Class 3 contains 66833 members 
Mstep: Class 4 contains 4159 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 27897 members 
Mstep: Class 10 contains 5434 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 111341 members 
Mstep: Class 13 contains 3360 members 
Mstep: Class 14 contains 78093 members 
Mstep: Class 15 contains 27690 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37206 members 
Mstep: Class 18 contains 81875 members 
Mstep: Class 19 contains 15081 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16573 members 
Mstep: Class 22 contains 81481 members 
Mstep: Class 23 contains 144293 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216704.000000 Penalty: 55007.320312
Iteration 440F: 26 clusters Score -8.62167e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 28705 members 
Mstep: Class 3 contains 66663 members 
Mstep: Class 4 contains 4164 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 27879 members 
Mstep: Class 10 contains 5438 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 111350 members 
Mstep: Class 13 contains 3362 members 
Mstep: Class 14 contains 77286 members 
Mstep: Class 15 contains 27686 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37160 members 
Mstep: Class 18 contains 83125 members 
Mstep: Class 19 contains 15081 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16583 members 
Mstep: Class 22 contains 81396 members 
Mstep: Class 23 contains 144245 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216960.000000 Penalty: 55007.320312
Iteration 441Q: 26 clusters Score -8.621696e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 28617 members 
Mstep: Class 3 contains 66490 members 
Mstep: Class 4 contains 4175 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 27863 members 
Mstep: Class 10 contains 5440 members 
Mstep: Class 11 contains 11239 members 
Mstep: Class 12 contains 111389 members 
Mstep: Class 13 contains 3361 members 
Mstep: Class 14 contains 76445 members 
Mstep: Class 15 contains 27674 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37125 members 
Mstep: Class 18 contains 84402 members 
Mstep: Class 19 contains 15076 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16601 members 
Mstep: Class 22 contains 81296 members 
Mstep: Class 23 contains 144169 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217200.000000 Penalty: 55007.320312
Iteration 442Q: 26 clusters Score -8.62172e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 28542 members 
Mstep: Class 3 contains 66328 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 27855 members 
Mstep: Class 10 contains 5443 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 111455 members 
Mstep: Class 13 contains 3360 members 
Mstep: Class 14 contains 75658 members 
Mstep: Class 15 contains 27650 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37103 members 
Mstep: Class 18 contains 85608 members 
Mstep: Class 19 contains 15066 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16605 members 
Mstep: Class 22 contains 81217 members 
Mstep: Class 23 contains 144045 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217344.000000 Penalty: 55007.320312
Iteration 443Q: 26 clusters Score -8.621734e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 28475 members 
Mstep: Class 3 contains 66173 members 
Mstep: Class 4 contains 4187 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 27841 members 
Mstep: Class 10 contains 5447 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 111546 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 74890 members 
Mstep: Class 15 contains 27630 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37082 members 
Mstep: Class 18 contains 86802 members 
Mstep: Class 19 contains 15042 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16620 members 
Mstep: Class 22 contains 81124 members 
Mstep: Class 23 contains 143908 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217336.000000 Penalty: 55007.320312
Iteration 444Q: 26 clusters Score -8.621734e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 28415 members 
Mstep: Class 3 contains 66018 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 27827 members 
Mstep: Class 10 contains 5454 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 111580 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 74125 members 
Mstep: Class 15 contains 27616 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37064 members 
Mstep: Class 18 contains 87983 members 
Mstep: Class 19 contains 15028 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16638 members 
Mstep: Class 22 contains 81036 members 
Mstep: Class 23 contains 143796 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217112.000000 Penalty: 55007.320312
Iteration 445Q: 26 clusters Score -8.621711e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 28350 members 
Mstep: Class 3 contains 65877 members 
Mstep: Class 4 contains 4190 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 27808 members 
Mstep: Class 10 contains 5462 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 12 contains 111531 members 
Mstep: Class 13 contains 3349 members 
Mstep: Class 14 contains 73413 members 
Mstep: Class 15 contains 27611 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37046 members 
Mstep: Class 18 contains 89142 members 
Mstep: Class 19 contains 15027 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16653 members 
Mstep: Class 22 contains 80962 members 
Mstep: Class 23 contains 143703 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217048.000000 Penalty: 55007.320312
Iteration 446Q: 26 clusters Score -8.621705e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 65719 members 
Mstep: Class 4 contains 4195 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 27792 members 
Mstep: Class 10 contains 5469 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 111432 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 72742 members 
Mstep: Class 15 contains 27625 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37039 members 
Mstep: Class 18 contains 90263 members 
Mstep: Class 19 contains 15022 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16669 members 
Mstep: Class 22 contains 80899 members 
Mstep: Class 23 contains 143623 members 
Mstep: Class 24 contains 5341 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217192.000000 Penalty: 55007.320312
Iteration 447Q: 26 clusters Score -8.621719e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 28224 members 
Mstep: Class 3 contains 65583 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 27777 members 
Mstep: Class 10 contains 5473 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 111246 members 
Mstep: Class 13 contains 3345 members 
Mstep: Class 14 contains 72180 members 
Mstep: Class 15 contains 27637 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37015 members 
Mstep: Class 18 contains 91346 members 
Mstep: Class 19 contains 15023 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16703 members 
Mstep: Class 22 contains 80842 members 
Mstep: Class 23 contains 143526 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217240.000000 Penalty: 55007.320312
Iteration 448Q: 26 clusters Score -8.621724e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 28162 members 
Mstep: Class 3 contains 65465 members 
Mstep: Class 4 contains 4203 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3605 members 
Mstep: Class 9 contains 27757 members 
Mstep: Class 10 contains 5477 members 
Mstep: Class 11 contains 11239 members 
Mstep: Class 12 contains 110951 members 
Mstep: Class 13 contains 3345 members 
Mstep: Class 14 contains 71712 members 
Mstep: Class 15 contains 27645 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37014 members 
Mstep: Class 18 contains 92391 members 
Mstep: Class 19 contains 15025 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16745 members 
Mstep: Class 22 contains 80783 members 
Mstep: Class 23 contains 143432 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217200.000000 Penalty: 55007.320312
Iteration 449Q: 26 clusters Score -8.62172e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 28102 members 
Mstep: Class 3 contains 65360 members 
Mstep: Class 4 contains 4207 members 
Mstep: Class 5 contains 3067 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3608 members 
Mstep: Class 9 contains 27736 members 
Mstep: Class 10 contains 5481 members 
Mstep: Class 11 contains 11239 members 
Mstep: Class 12 contains 110597 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 71334 members 
Mstep: Class 15 contains 27639 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37005 members 
Mstep: Class 18 contains 93403 members 
Mstep: Class 19 contains 15031 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16800 members 
Mstep: Class 22 contains 80671 members 
Mstep: Class 23 contains 143387 members 
Mstep: Class 24 contains 5352 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216952.000000 Penalty: 55007.320312
Iteration 450Q: 26 clusters Score -8.621695e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 28050 members 
Mstep: Class 3 contains 65247 members 
Mstep: Class 4 contains 4212 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3612 members 
Mstep: Class 9 contains 27724 members 
Mstep: Class 10 contains 5482 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 12 contains 110140 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 70985 members 
Mstep: Class 15 contains 27651 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36991 members 
Mstep: Class 18 contains 94457 members 
Mstep: Class 19 contains 15035 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16859 members 
Mstep: Class 22 contains 80572 members 
Mstep: Class 23 contains 143348 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217168.000000 Penalty: 55007.320312
Iteration 451Q: 26 clusters Score -8.621717e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 28009 members 
Mstep: Class 3 contains 65142 members 
Mstep: Class 4 contains 4214 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 27711 members 
Mstep: Class 10 contains 5482 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 109613 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 70722 members 
Mstep: Class 15 contains 27669 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37009 members 
Mstep: Class 18 contains 95492 members 
Mstep: Class 19 contains 15028 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 16899 members 
Mstep: Class 22 contains 80498 members 
Mstep: Class 23 contains 143264 members 
Mstep: Class 24 contains 5350 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217416.000000 Penalty: 55007.320312
Iteration 452Q: 26 clusters Score -8.621742e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 27974 members 
Mstep: Class 3 contains 65038 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3617 members 
Mstep: Class 9 contains 27697 members 
Mstep: Class 10 contains 5485 members 
Mstep: Class 11 contains 11235 members 
Mstep: Class 12 contains 109014 members 
Mstep: Class 13 contains 3349 members 
Mstep: Class 14 contains 70544 members 
Mstep: Class 15 contains 27683 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37036 members 
Mstep: Class 18 contains 96465 members 
Mstep: Class 19 contains 15029 members 
Mstep: Class 20 contains 446 members 
Mstep: Class 21 contains 16942 members 
Mstep: Class 22 contains 80440 members 
Mstep: Class 23 contains 143190 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217600.000000 Penalty: 55007.320312
Iteration 453Q: 26 clusters Score -8.62176e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 27928 members 
Mstep: Class 3 contains 64934 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3616 members 
Mstep: Class 9 contains 27684 members 
Mstep: Class 10 contains 5489 members 
Mstep: Class 11 contains 11237 members 
Mstep: Class 12 contains 108405 members 
Mstep: Class 13 contains 3349 members 
Mstep: Class 14 contains 70509 members 
Mstep: Class 15 contains 27697 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37066 members 
Mstep: Class 18 contains 97317 members 
Mstep: Class 19 contains 15030 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16979 members 
Mstep: Class 22 contains 80339 members 
Mstep: Class 23 contains 143163 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217472.000000 Penalty: 55007.320312
Iteration 454Q: 26 clusters Score -8.621747e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 27906 members 
Mstep: Class 3 contains 64800 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3612 members 
Mstep: Class 9 contains 27664 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 11241 members 
Mstep: Class 12 contains 107777 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 70621 members 
Mstep: Class 15 contains 27714 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37089 members 
Mstep: Class 18 contains 98035 members 
Mstep: Class 19 contains 15027 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17016 members 
Mstep: Class 22 contains 80259 members 
Mstep: Class 23 contains 143154 members 
Mstep: Class 24 contains 5332 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217440.000000 Penalty: 55007.320312
Iteration 455Q: 26 clusters Score -8.621744e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 27875 members 
Mstep: Class 3 contains 64679 members 
Mstep: Class 4 contains 4219 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 27650 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 11241 members 
Mstep: Class 12 contains 107115 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 70779 members 
Mstep: Class 15 contains 27736 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37114 members 
Mstep: Class 18 contains 98722 members 
Mstep: Class 19 contains 15032 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17060 members 
Mstep: Class 22 contains 80158 members 
Mstep: Class 23 contains 143135 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217992.000000 Penalty: 55007.320312
Iteration 456Q: 26 clusters Score -8.621799e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 27857 members 
Mstep: Class 3 contains 64572 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3616 members 
Mstep: Class 9 contains 27635 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 11246 members 
Mstep: Class 12 contains 106498 members 
Mstep: Class 13 contains 3348 members 
Mstep: Class 14 contains 71047 members 
Mstep: Class 15 contains 27740 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37133 members 
Mstep: Class 18 contains 99292 members 
Mstep: Class 19 contains 15045 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17080 members 
Mstep: Class 22 contains 80034 members 
Mstep: Class 23 contains 143107 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218480.000000 Penalty: 55007.320312
Iteration 457Q: 26 clusters Score -8.621848e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 27850 members 
Mstep: Class 3 contains 64499 members 
Mstep: Class 4 contains 4235 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 27621 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 11250 members 
Mstep: Class 12 contains 105851 members 
Mstep: Class 13 contains 3349 members 
Mstep: Class 14 contains 71426 members 
Mstep: Class 15 contains 27754 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37129 members 
Mstep: Class 18 contains 99765 members 
Mstep: Class 19 contains 15046 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17107 members 
Mstep: Class 22 contains 79895 members 
Mstep: Class 23 contains 143086 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218504.000000 Penalty: 55007.320312
Iteration 458Q: 26 clusters Score -8.62185e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 27832 members 
Mstep: Class 3 contains 64415 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 5 contains 3074 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 27612 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 105163 members 
Mstep: Class 13 contains 3350 members 
Mstep: Class 14 contains 71905 members 
Mstep: Class 15 contains 27766 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37112 members 
Mstep: Class 18 contains 100158 members 
Mstep: Class 19 contains 15042 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17123 members 
Mstep: Class 22 contains 79768 members 
Mstep: Class 23 contains 143120 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218584.000000 Penalty: 55007.320312
Iteration 459Q: 26 clusters Score -8.621858e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 27814 members 
Mstep: Class 3 contains 64341 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 3074 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3617 members 
Mstep: Class 9 contains 27597 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 104483 members 
Mstep: Class 13 contains 3349 members 
Mstep: Class 14 contains 72472 members 
Mstep: Class 15 contains 27777 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37092 members 
Mstep: Class 18 contains 100431 members 
Mstep: Class 19 contains 15037 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17118 members 
Mstep: Class 22 contains 79660 members 
Mstep: Class 23 contains 143171 members 
Mstep: Class 24 contains 5340 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218536.000000 Penalty: 55007.320312
Iteration 460F: 26 clusters Score -8.621854e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 27793 members 
Mstep: Class 3 contains 64273 members 
Mstep: Class 4 contains 4253 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3620 members 
Mstep: Class 9 contains 27585 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 103740 members 
Mstep: Class 13 contains 3349 members 
Mstep: Class 14 contains 73136 members 
Mstep: Class 15 contains 27786 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37070 members 
Mstep: Class 18 contains 100724 members 
Mstep: Class 19 contains 15025 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17117 members 
Mstep: Class 22 contains 79566 members 
Mstep: Class 23 contains 143176 members 
Mstep: Class 24 contains 5339 members 
Mstep: Class 25 contains 899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219064.000000 Penalty: 55007.320312
Iteration 461Q: 26 clusters Score -8.621906e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 27781 members 
Mstep: Class 3 contains 64254 members 
Mstep: Class 4 contains 4253 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3619 members 
Mstep: Class 9 contains 27569 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 11253 members 
Mstep: Class 12 contains 102913 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 73890 members 
Mstep: Class 15 contains 27779 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37049 members 
Mstep: Class 18 contains 100929 members 
Mstep: Class 19 contains 15016 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17110 members 
Mstep: Class 22 contains 79540 members 
Mstep: Class 23 contains 143157 members 
Mstep: Class 24 contains 5342 members 
Mstep: Class 25 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219032.000000 Penalty: 55007.320312
Iteration 462Q: 26 clusters Score -8.621903e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27771 members 
Mstep: Class 3 contains 64236 members 
Mstep: Class 4 contains 4260 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3623 members 
Mstep: Class 9 contains 27563 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 102117 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 14 contains 74704 members 
Mstep: Class 15 contains 27772 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37040 members 
Mstep: Class 18 contains 101028 members 
Mstep: Class 19 contains 15021 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17076 members 
Mstep: Class 22 contains 79491 members 
Mstep: Class 23 contains 143150 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219120.000000 Penalty: 55007.320312
Iteration 463Q: 26 clusters Score -8.621912e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 27756 members 
Mstep: Class 3 contains 64218 members 
Mstep: Class 4 contains 4267 members 
Mstep: Class 5 contains 3067 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 27553 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 101218 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 75605 members 
Mstep: Class 15 contains 27770 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37052 members 
Mstep: Class 18 contains 101077 members 
Mstep: Class 19 contains 15012 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17049 members 
Mstep: Class 22 contains 79489 members 
Mstep: Class 23 contains 143153 members 
Mstep: Class 24 contains 5343 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219072.000000 Penalty: 55007.320312
Iteration 464Q: 26 clusters Score -8.621907e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 27742 members 
Mstep: Class 3 contains 64209 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3623 members 
Mstep: Class 9 contains 27546 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 11264 members 
Mstep: Class 12 contains 100296 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 76606 members 
Mstep: Class 15 contains 27756 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37070 members 
Mstep: Class 18 contains 101003 members 
Mstep: Class 19 contains 15008 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17036 members 
Mstep: Class 22 contains 79524 members 
Mstep: Class 23 contains 143145 members 
Mstep: Class 24 contains 5346 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219352.000000 Penalty: 55007.320312
Iteration 465Q: 26 clusters Score -8.621935e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27749 members 
Mstep: Class 3 contains 64209 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3617 members 
Mstep: Class 9 contains 27537 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 11276 members 
Mstep: Class 12 contains 99336 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 77609 members 
Mstep: Class 15 contains 27758 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37071 members 
Mstep: Class 18 contains 100848 members 
Mstep: Class 19 contains 15013 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17033 members 
Mstep: Class 22 contains 79598 members 
Mstep: Class 23 contains 143164 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219616.000000 Penalty: 55007.320312
Iteration 466Q: 26 clusters Score -8.621962e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27737 members 
Mstep: Class 3 contains 64223 members 
Mstep: Class 4 contains 4294 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 27532 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 11284 members 
Mstep: Class 12 contains 98391 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 14 contains 78642 members 
Mstep: Class 15 contains 27763 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37057 members 
Mstep: Class 18 contains 100700 members 
Mstep: Class 19 contains 15005 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17027 members 
Mstep: Class 22 contains 79659 members 
Mstep: Class 23 contains 143174 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86220224.000000 Penalty: 55007.320312
Iteration 467Q: 26 clusters Score -8.622022e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 27734 members 
Mstep: Class 3 contains 64265 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 27529 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 11286 members 
Mstep: Class 12 contains 97494 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 79700 members 
Mstep: Class 15 contains 27768 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 37032 members 
Mstep: Class 18 contains 100463 members 
Mstep: Class 19 contains 14996 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17015 members 
Mstep: Class 22 contains 79739 members 
Mstep: Class 23 contains 143167 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86220528.000000 Penalty: 55007.320312
Iteration 468Q: 26 clusters Score -8.622053e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27733 members 
Mstep: Class 3 contains 64316 members 
Mstep: Class 4 contains 4307 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 27525 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 96683 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 80859 members 
Mstep: Class 15 contains 27764 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36999 members 
Mstep: Class 18 contains 100085 members 
Mstep: Class 19 contains 14996 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17009 members 
Mstep: Class 22 contains 79796 members 
Mstep: Class 23 contains 143119 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86220720.000000 Penalty: 55007.320312
Iteration 469Q: 26 clusters Score -8.622072e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27723 members 
Mstep: Class 3 contains 64353 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 3067 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 27519 members 
Mstep: Class 10 contains 5498 members 
Mstep: Class 11 contains 11293 members 
Mstep: Class 12 contains 95943 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 82016 members 
Mstep: Class 15 contains 27778 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36971 members 
Mstep: Class 18 contains 99650 members 
Mstep: Class 19 contains 14990 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 17004 members 
Mstep: Class 22 contains 79880 members 
Mstep: Class 23 contains 143046 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86221192.000000 Penalty: 55007.320312
Iteration 470Q: 26 clusters Score -8.622119e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27723 members 
Mstep: Class 3 contains 64412 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 3067 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 27512 members 
Mstep: Class 10 contains 5499 members 
Mstep: Class 11 contains 11294 members 
Mstep: Class 12 contains 95261 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 83206 members 
Mstep: Class 15 contains 27770 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36931 members 
Mstep: Class 18 contains 99126 members 
Mstep: Class 19 contains 14974 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16986 members 
Mstep: Class 22 contains 79984 members 
Mstep: Class 23 contains 142988 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86221440.000000 Penalty: 55007.320312
Iteration 471Q: 26 clusters Score -8.622144e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27711 members 
Mstep: Class 3 contains 64462 members 
Mstep: Class 4 contains 4315 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 27509 members 
Mstep: Class 10 contains 5499 members 
Mstep: Class 11 contains 11298 members 
Mstep: Class 12 contains 94642 members 
Mstep: Class 13 contains 3359 members 
Mstep: Class 14 contains 84336 members 
Mstep: Class 15 contains 27773 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36863 members 
Mstep: Class 18 contains 98670 members 
Mstep: Class 19 contains 14958 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 16969 members 
Mstep: Class 22 contains 80053 members 
Mstep: Class 23 contains 142933 members 
Mstep: Class 24 contains 5308 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86221720.000000 Penalty: 55007.320312
Iteration 472Q: 26 clusters Score -8.622172e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27690 members 
Mstep: Class 3 contains 64504 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3640 members 
Mstep: Class 9 contains 27502 members 
Mstep: Class 10 contains 5499 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 94116 members 
Mstep: Class 13 contains 3359 members 
Mstep: Class 14 contains 85408 members 
Mstep: Class 15 contains 27769 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36797 members 
Mstep: Class 18 contains 98214 members 
Mstep: Class 19 contains 14953 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16953 members 
Mstep: Class 22 contains 80112 members 
Mstep: Class 23 contains 142860 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222048.000000 Penalty: 55007.320312
Iteration 473Q: 26 clusters Score -8.622205e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27671 members 
Mstep: Class 3 contains 64556 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 27496 members 
Mstep: Class 10 contains 5500 members 
Mstep: Class 11 contains 11312 members 
Mstep: Class 12 contains 93625 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 86384 members 
Mstep: Class 15 contains 27763 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36720 members 
Mstep: Class 18 contains 97819 members 
Mstep: Class 19 contains 14941 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16956 members 
Mstep: Class 22 contains 80173 members 
Mstep: Class 23 contains 142761 members 
Mstep: Class 24 contains 5304 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222312.000000 Penalty: 55007.320312
Iteration 474Q: 26 clusters Score -8.622231e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27652 members 
Mstep: Class 3 contains 64606 members 
Mstep: Class 4 contains 4327 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 27490 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 11318 members 
Mstep: Class 12 contains 93115 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 87347 members 
Mstep: Class 15 contains 27768 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36636 members 
Mstep: Class 18 contains 97455 members 
Mstep: Class 19 contains 14913 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16944 members 
Mstep: Class 22 contains 80262 members 
Mstep: Class 23 contains 142668 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222528.000000 Penalty: 55007.320312
Iteration 475Q: 26 clusters Score -8.622253e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27634 members 
Mstep: Class 3 contains 64654 members 
Mstep: Class 4 contains 4330 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 27485 members 
Mstep: Class 10 contains 5505 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 92662 members 
Mstep: Class 13 contains 3359 members 
Mstep: Class 14 contains 88176 members 
Mstep: Class 15 contains 27761 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36561 members 
Mstep: Class 18 contains 97131 members 
Mstep: Class 19 contains 14892 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16951 members 
Mstep: Class 22 contains 80353 members 
Mstep: Class 23 contains 142602 members 
Mstep: Class 24 contains 5297 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222744.000000 Penalty: 55007.320312
Iteration 476Q: 26 clusters Score -8.622274e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 27631 members 
Mstep: Class 3 contains 64704 members 
Mstep: Class 4 contains 4340 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 27480 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 11319 members 
Mstep: Class 12 contains 92263 members 
Mstep: Class 13 contains 3361 members 
Mstep: Class 14 contains 88979 members 
Mstep: Class 15 contains 27748 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36483 members 
Mstep: Class 18 contains 96864 members 
Mstep: Class 19 contains 14867 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16955 members 
Mstep: Class 22 contains 80427 members 
Mstep: Class 23 contains 142462 members 
Mstep: Class 24 contains 5290 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222664.000000 Penalty: 55007.320312
Iteration 477Q: 26 clusters Score -8.622266e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 27623 members 
Mstep: Class 3 contains 64764 members 
Mstep: Class 4 contains 4346 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3633 members 
Mstep: Class 9 contains 27473 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 11322 members 
Mstep: Class 12 contains 91923 members 
Mstep: Class 13 contains 3362 members 
Mstep: Class 14 contains 89635 members 
Mstep: Class 15 contains 27730 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36404 members 
Mstep: Class 18 contains 96620 members 
Mstep: Class 19 contains 14848 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16970 members 
Mstep: Class 22 contains 80490 members 
Mstep: Class 23 contains 142380 members 
Mstep: Class 24 contains 5290 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222480.000000 Penalty: 55007.320312
Iteration 478Q: 26 clusters Score -8.622248e+07 nChanged 2031
Entering ConstructFrom: 
Score: -86222480.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (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: -408912.625000 Penalty: 1342.875366
	Iteration 0F: 2 clusters Score -408912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -405617.031250 Penalty: 2685.750732
	Iteration 0F: 3 clusters Score -405617 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -406535.906250 Penalty: 2685.750732
	Iteration 1F: 3 clusters Score -406535.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -406819.062500 Penalty: 2685.750732
	Iteration 2F: 3 clusters Score -406819.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -407019.218750 Penalty: 2685.750732
	Iteration 3F: 3 clusters Score -407019.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -407194.593750 Penalty: 2685.750732
	Iteration 4F: 3 clusters Score -407194.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -407337.156250 Penalty: 2685.750732
	Iteration 5Q: 3 clusters Score -407337.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -407471.062500 Penalty: 2685.750732
	Iteration 6Q: 3 clusters Score -407471.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -407603.031250 Penalty: 2685.750732
	Iteration 7Q: 3 clusters Score -407603 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -407720.843750 Penalty: 2685.750732
	Iteration 8Q: 3 clusters Score -407720.8 nChanged 99
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: -407793.843750 Penalty: 2685.750732
	Iteration 9Q: 3 clusters Score -407793.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -407838.218750 Penalty: 2685.750732
	Iteration 10Q: 3 clusters Score -407838.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -407876.812500 Penalty: 2685.750732
	Iteration 11Q: 3 clusters Score -407876.8 nChanged 43
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: -407905.687500 Penalty: 2685.750732
	Iteration 12Q: 3 clusters Score -407905.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -407923.218750 Penalty: 2685.750732
	Iteration 13Q: 3 clusters Score -407923.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -407940.437500 Penalty: 2685.750732
	Iteration 14Q: 3 clusters Score -407940.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -407952.875000 Penalty: 2685.750732
	Iteration 15Q: 3 clusters Score -407952.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -407959.625000 Penalty: 2685.750732
	Iteration 16Q: 3 clusters Score -407959.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -407967.156250 Penalty: 2685.750732
	Iteration 17Q: 3 clusters Score -407967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -407969.968750 Penalty: 2685.750732
	Iteration 18Q: 3 clusters Score -407970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -407973.906250 Penalty: 2685.750732
	Iteration 19Q: 3 clusters Score -407973.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -407978.812500 Penalty: 2685.750732
	Iteration 20F: 3 clusters Score -407978.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -407981.687500 Penalty: 2685.750732
	Iteration 21Q: 3 clusters Score -407981.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -407984.031250 Penalty: 2685.750732
	Iteration 22Q: 3 clusters Score -407984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -407984.562500 Penalty: 2685.750732
	Iteration 23Q: 3 clusters Score -407984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -407984.562500 Penalty: 2685.750732
	Iteration 24F: 3 clusters Score -407984.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Entering Unmasked Estep 
Score: -3222078.750000 Penalty: 1661.737671
	Iteration 0F: 2 clusters Score -3222079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3203418.250000 Penalty: 3323.475342
	Iteration 0F: 3 clusters Score -3203418 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3210360.250000 Penalty: 3323.475342
	Iteration 1F: 3 clusters Score -3210360 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3210782.000000 Penalty: 3323.475342
	Iteration 2Q: 3 clusters Score -3210782 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3211215.250000 Penalty: 3323.475342
	Iteration 3Q: 3 clusters Score -3211215 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -3211796.250000 Penalty: 3323.475342
	Iteration 4Q: 3 clusters Score -3211796 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3212632.750000 Penalty: 3323.475342
	Iteration 5F: 3 clusters Score -3212633 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3213798.000000 Penalty: 3323.475342
	Iteration 6F: 3 clusters Score -3213798 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3215254.000000 Penalty: 3323.475342
	Iteration 7F: 3 clusters Score -3215254 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -3216758.000000 Penalty: 3323.475342
	Iteration 8F: 3 clusters Score -3216758 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3218056.250000 Penalty: 3323.475342
	Iteration 9F: 3 clusters Score -3218056 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3218952.500000 Penalty: 3323.475342
	Iteration 10Q: 3 clusters Score -3218952 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3219546.500000 Penalty: 3323.475342
	Iteration 11Q: 3 clusters Score -3219546 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3219894.500000 Penalty: 3323.475342
	Iteration 12Q: 3 clusters Score -3219894 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3220107.000000 Penalty: 3323.475342
	Iteration 13Q: 3 clusters Score -3220107 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3220255.000000 Penalty: 3323.475342
	Iteration 14Q: 3 clusters Score -3220255 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3220386.250000 Penalty: 3323.475342
	Iteration 15Q: 3 clusters Score -3220386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3220463.000000 Penalty: 3323.475342
	Iteration 16Q: 3 clusters Score -3220463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3220504.000000 Penalty: 3323.475342
	Iteration 17Q: 3 clusters Score -3220504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3220544.750000 Penalty: 3323.475342
	Iteration 18Q: 3 clusters Score -3220545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3220578.250000 Penalty: 3323.475342
	Iteration 19Q: 3 clusters Score -3220578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3220604.000000 Penalty: 3323.475342
	Iteration 20F: 3 clusters Score -3220604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3220624.500000 Penalty: 3323.475342
	Iteration 21Q: 3 clusters Score -3220624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3220651.500000 Penalty: 3323.475342
	Iteration 22Q: 3 clusters Score -3220652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3220658.250000 Penalty: 3323.475342
	Iteration 23Q: 3 clusters Score -3220658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3220661.750000 Penalty: 3323.475342
	Iteration 24Q: 3 clusters Score -3220662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3220670.250000 Penalty: 3323.475342
	Iteration 25Q: 3 clusters Score -3220670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3220676.000000 Penalty: 3323.475342
	Iteration 26Q: 3 clusters Score -3220676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3220681.750000 Penalty: 3323.475342
	Iteration 27Q: 3 clusters Score -3220682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3220684.500000 Penalty: 3323.475342
	Iteration 28Q: 3 clusters Score -3220684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3220688.000000 Penalty: 3323.475342
	Iteration 29Q: 3 clusters Score -3220688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3220691.750000 Penalty: 3323.475342
	Iteration 30Q: 3 clusters Score -3220692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3220698.500000 Penalty: 3323.475342
	Iteration 31Q: 3 clusters Score -3220698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3220694.500000 Penalty: 3323.475342
	Iteration 32Q: 3 clusters Score -3220694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3220695.000000 Penalty: 3323.475342
	Iteration 33Q: 3 clusters Score -3220695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3220694.000000 Penalty: 3323.475342
	Iteration 34Q: 3 clusters Score -3220694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3220695.500000 Penalty: 3323.475342
	Iteration 35Q: 3 clusters Score -3220696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3220695.500000 Penalty: 3323.475342
	Iteration 36F: 3 clusters Score -3220696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Entering Unmasked Estep 
Score: -7548324.000000 Penalty: 1800.437744
	Iteration 0F: 2 clusters Score -7548324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -7505268.000000 Penalty: 3600.875488
	Iteration 0F: 3 clusters Score -7505268 nChanged 30633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -7523044.000000 Penalty: 3600.875488
	Iteration 1F: 3 clusters Score -7523044 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -7524168.500000 Penalty: 3600.875488
	Iteration 2Q: 3 clusters Score -7524168 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -7525878.500000 Penalty: 3600.875488
	Iteration 3F: 3 clusters Score -7525878 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -7528565.500000 Penalty: 3600.875488
	Iteration 4F: 3 clusters Score -7528566 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -7532394.000000 Penalty: 3600.875488
	Iteration 5F: 3 clusters Score -7532394 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -7536744.500000 Penalty: 3600.875488
	Iteration 6F: 3 clusters Score -7536744 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -7540485.000000 Penalty: 3600.875488
	Iteration 7F: 3 clusters Score -7540485 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -7543003.500000 Penalty: 3600.875488
	Iteration 8Q: 3 clusters Score -7543004 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -7544557.000000 Penalty: 3600.875488
	Iteration 9Q: 3 clusters Score -7544557 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -7545505.500000 Penalty: 3600.875488
	Iteration 10Q: 3 clusters Score -7545506 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -7546138.500000 Penalty: 3600.875488
	Iteration 11Q: 3 clusters Score -7546138 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -7546488.000000 Penalty: 3600.875488
	Iteration 12Q: 3 clusters Score -7546488 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -7546674.500000 Penalty: 3600.875488
	Iteration 13Q: 3 clusters Score -7546674 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -7546809.000000 Penalty: 3600.875488
	Iteration 14Q: 3 clusters Score -7546809 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -7546895.000000 Penalty: 3600.875488
	Iteration 15Q: 3 clusters Score -7546895 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -7546959.000000 Penalty: 3600.875488
	Iteration 16Q: 3 clusters Score -7546959 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -7546999.500000 Penalty: 3600.875488
	Iteration 17Q: 3 clusters Score -7547000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -7547022.000000 Penalty: 3600.875488
	Iteration 18Q: 3 clusters Score -7547022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -7547054.500000 Penalty: 3600.875488
	Iteration 19Q: 3 clusters Score -7547054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -7547060.000000 Penalty: 3600.875488
	Iteration 20F: 3 clusters Score -7547060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -7547071.500000 Penalty: 3600.875488
	Iteration 21Q: 3 clusters Score -7547072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 64152 members 
Entering Unmasked Estep 
Score: -7547074.000000 Penalty: 3600.875488
	Iteration 22Q: 3 clusters Score -7547074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -7547075.500000 Penalty: 3600.875488
	Iteration 23Q: 3 clusters Score -7547076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -7547082.000000 Penalty: 3600.875488
	Iteration 24Q: 3 clusters Score -7547082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -7547078.000000 Penalty: 3600.875488
	Iteration 25Q: 3 clusters Score -7547078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -7547093.500000 Penalty: 3600.875488
	Iteration 26Q: 3 clusters Score -7547094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -7547094.000000 Penalty: 3600.875488
	Iteration 27Q: 3 clusters Score -7547094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -7547090.000000 Penalty: 3600.875488
	Iteration 28Q: 3 clusters Score -7547090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -7547092.500000 Penalty: 3600.875488
	Iteration 29Q: 3 clusters Score -7547092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -7547090.500000 Penalty: 3600.875488
	Iteration 30Q: 3 clusters Score -7547090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -7547098.500000 Penalty: 3600.875488
	Iteration 31Q: 3 clusters Score -7547098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -7547096.000000 Penalty: 3600.875488
	Iteration 32Q: 3 clusters Score -7547096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -7547098.000000 Penalty: 3600.875488
	Iteration 33Q: 3 clusters Score -7547098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -7547095.500000 Penalty: 3600.875488
	Iteration 34Q: 3 clusters Score -7547096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -7547097.500000 Penalty: 3600.875488
	Iteration 35Q: 3 clusters Score -7547098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -7547103.000000 Penalty: 3600.875488
	Iteration 36Q: 3 clusters Score -7547103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -7547104.500000 Penalty: 3600.875488
	Iteration 37Q: 3 clusters Score -7547104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -7547102.500000 Penalty: 3600.875488
	Iteration 38Q: 3 clusters Score -7547102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -7547102.500000 Penalty: 3600.875488
	Iteration 39F: 3 clusters Score -7547102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -500257.750000 Penalty: 1361.376343
	Iteration 0F: 2 clusters Score -500257.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -496737.687500 Penalty: 2722.752686
	Iteration 0F: 3 clusters Score -496737.7 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -497786.875000 Penalty: 2722.752686
	Iteration 1F: 3 clusters Score -497786.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -498047.218750 Penalty: 2722.752686
	Iteration 2F: 3 clusters Score -498047.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -498284.500000 Penalty: 2722.752686
	Iteration 3F: 3 clusters Score -498284.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -498556.187500 Penalty: 2722.752686
	Iteration 4F: 3 clusters Score -498556.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -498819.500000 Penalty: 2722.752686
	Iteration 5F: 3 clusters Score -498819.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -499065.375000 Penalty: 2722.752686
	Iteration 6F: 3 clusters Score -499065.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -499244.187500 Penalty: 2722.752686
	Iteration 7Q: 3 clusters Score -499244.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -499384.218750 Penalty: 2722.752686
	Iteration 8Q: 3 clusters Score -499384.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -499502.093750 Penalty: 2722.752686
	Iteration 9Q: 3 clusters Score -499502.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -499577.312500 Penalty: 2722.752686
	Iteration 10Q: 3 clusters Score -499577.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -499623.031250 Penalty: 2722.752686
	Iteration 11Q: 3 clusters Score -499623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -499648.437500 Penalty: 2722.752686
	Iteration 12Q: 3 clusters Score -499648.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -499659.281250 Penalty: 2722.752686
	Iteration 13Q: 3 clusters Score -499659.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -499663.875000 Penalty: 2722.752686
	Iteration 14Q: 3 clusters Score -499663.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -499668.500000 Penalty: 2722.752686
	Iteration 15Q: 3 clusters Score -499668.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -499671.250000 Penalty: 2722.752686
	Iteration 16Q: 3 clusters Score -499671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -499672.031250 Penalty: 2722.752686
	Iteration 17Q: 3 clusters Score -499672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -499672.843750 Penalty: 2722.752686
	Iteration 18Q: 3 clusters Score -499672.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -499673.562500 Penalty: 2722.752686
	Iteration 19Q: 3 clusters Score -499673.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -499676.031250 Penalty: 2722.752686
	Iteration 20F: 3 clusters Score -499676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -499678.031250 Penalty: 2722.752686
	Iteration 21Q: 3 clusters Score -499678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -499679.750000 Penalty: 2722.752686
	Iteration 22Q: 3 clusters Score -499679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -499680.750000 Penalty: 2722.752686
	Iteration 23Q: 3 clusters Score -499680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -499681.375000 Penalty: 2722.752686
	Iteration 24Q: 3 clusters Score -499681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -499681.406250 Penalty: 2722.752686
	Iteration 25Q: 3 clusters Score -499681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -499681.406250 Penalty: 2722.752686
	Iteration 26F: 3 clusters Score -499681.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -338198.187500 Penalty: 1303.560791
	Iteration 0F: 2 clusters Score -338198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -335432.875000 Penalty: 2607.121582
	Iteration 0F: 3 clusters Score -335432.9 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -336082.968750 Penalty: 2607.121582
	Iteration 1F: 3 clusters Score -336083 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -336240.406250 Penalty: 2607.121582
	Iteration 2F: 3 clusters Score -336240.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -336356.343750 Penalty: 2607.121582
	Iteration 3F: 3 clusters Score -336356.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -336434.843750 Penalty: 2607.121582
	Iteration 4Q: 3 clusters Score -336434.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -336482.250000 Penalty: 2607.121582
	Iteration 5Q: 3 clusters Score -336482.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -336530.656250 Penalty: 2607.121582
	Iteration 6Q: 3 clusters Score -336530.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -336584.718750 Penalty: 2607.121582
	Iteration 7Q: 3 clusters Score -336584.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -336648.250000 Penalty: 2607.121582
	Iteration 8Q: 3 clusters Score -336648.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -336694.125000 Penalty: 2607.121582
	Iteration 9Q: 3 clusters Score -336694.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -336736.312500 Penalty: 2607.121582
	Iteration 10Q: 3 clusters Score -336736.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -336790.218750 Penalty: 2607.121582
	Iteration 11Q: 3 clusters Score -336790.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -336837.250000 Penalty: 2607.121582
	Iteration 12Q: 3 clusters Score -336837.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -336870.906250 Penalty: 2607.121582
	Iteration 13Q: 3 clusters Score -336870.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -336895.281250 Penalty: 2607.121582
	Iteration 14Q: 3 clusters Score -336895.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -336922.062500 Penalty: 2607.121582
	Iteration 15Q: 3 clusters Score -336922.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -336947.031250 Penalty: 2607.121582
	Iteration 16Q: 3 clusters Score -336947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -336973.156250 Penalty: 2607.121582
	Iteration 17Q: 3 clusters Score -336973.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -337001.843750 Penalty: 2607.121582
	Iteration 18Q: 3 clusters Score -337001.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -337027.968750 Penalty: 2607.121582
	Iteration 19Q: 3 clusters Score -337028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -337049.156250 Penalty: 2607.121582
	Iteration 20F: 3 clusters Score -337049.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -337066.187500 Penalty: 2607.121582
	Iteration 21Q: 3 clusters Score -337066.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -337084.187500 Penalty: 2607.121582
	Iteration 22Q: 3 clusters Score -337084.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -337100.312500 Penalty: 2607.121582
	Iteration 23Q: 3 clusters Score -337100.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -337113.281250 Penalty: 2607.121582
	Iteration 24Q: 3 clusters Score -337113.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -337125.968750 Penalty: 2607.121582
	Iteration 25Q: 3 clusters Score -337126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -337133.031250 Penalty: 2607.121582
	Iteration 26Q: 3 clusters Score -337133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -337141.625000 Penalty: 2607.121582
	Iteration 27Q: 3 clusters Score -337141.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -337150.343750 Penalty: 2607.121582
	Iteration 28Q: 3 clusters Score -337150.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -337158.687500 Penalty: 2607.121582
	Iteration 29Q: 3 clusters Score -337158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -337162.500000 Penalty: 2607.121582
	Iteration 30Q: 3 clusters Score -337162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -337167.218750 Penalty: 2607.121582
	Iteration 31Q: 3 clusters Score -337167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -337169.937500 Penalty: 2607.121582
	Iteration 32Q: 3 clusters Score -337169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -337174.375000 Penalty: 2607.121582
	Iteration 33Q: 3 clusters Score -337174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -337177.656250 Penalty: 2607.121582
	Iteration 34Q: 3 clusters Score -337177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -337178.750000 Penalty: 2607.121582
	Iteration 35Q: 3 clusters Score -337178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -337179.968750 Penalty: 2607.121582
	Iteration 36Q: 3 clusters Score -337180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -337181.093750 Penalty: 2607.121582
	Iteration 37Q: 3 clusters Score -337181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -337181.875000 Penalty: 2607.121582
	Iteration 38Q: 3 clusters Score -337181.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -337181.875000 Penalty: 2607.121582
	Iteration 39F: 3 clusters Score -337181.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -46080.660156 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -46080.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45180.285156 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -45180.29 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45334.554688 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -45334.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45371.242188 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -45371.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45397.148438 Penalty: 1992.648682
	Iteration 3Q: 3 clusters Score -45397.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45408.074219 Penalty: 1992.648682
	Iteration 4Q: 3 clusters Score -45408.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45415.769531 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -45415.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45419.425781 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -45419.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45425.082031 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -45425.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45427.652344 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -45427.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45430.015625 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -45430.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45431.589844 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -45431.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45433.531250 Penalty: 1992.648682
	Iteration 11Q: 3 clusters Score -45433.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45436.417969 Penalty: 1992.648682
	Iteration 12Q: 3 clusters Score -45436.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45442.292969 Penalty: 1992.648682
	Iteration 13Q: 3 clusters Score -45442.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45445.550781 Penalty: 1992.648682
	Iteration 14Q: 3 clusters Score -45445.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45445.550781 Penalty: 1992.648682
	Iteration 15F: 3 clusters Score -45445.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -13236.954102 Penalty: 845.651062
	Iteration 0F: 2 clusters Score -13236.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12664.458008 Penalty: 1691.302124
	Iteration 0F: 3 clusters Score -12664.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12806.889648 Penalty: 1691.302124
	Iteration 1F: 3 clusters Score -12806.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12930.112305 Penalty: 1691.302124
	Iteration 2F: 3 clusters Score -12930.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12962.650391 Penalty: 1691.302124
	Iteration 3Q: 3 clusters Score -12962.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -13010.296875 Penalty: 1691.302124
	Iteration 4Q: 3 clusters Score -13010.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13021.277344 Penalty: 1691.302124
	Iteration 5Q: 3 clusters Score -13021.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13035.328125 Penalty: 1691.302124
	Iteration 6Q: 3 clusters Score -13035.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13035.328125 Penalty: 1691.302124
	Iteration 7F: 3 clusters Score -13035.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Entering Unmasked Estep 
Score: -418903.406250 Penalty: 1332.055298
	Iteration 0F: 2 clusters Score -418903.4 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 1829 members 
Entering Unmasked Estep 
Score: -415776.781250 Penalty: 2664.110596
	Iteration 0F: 3 clusters Score -415776.8 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -416521.718750 Penalty: 2664.110596
	Iteration 1F: 3 clusters Score -416521.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -416672.281250 Penalty: 2664.110596
	Iteration 2F: 3 clusters Score -416672.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -416780.500000 Penalty: 2664.110596
	Iteration 3F: 3 clusters Score -416780.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -416859.718750 Penalty: 2664.110596
	Iteration 4Q: 3 clusters Score -416859.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -416924.500000 Penalty: 2664.110596
	Iteration 5Q: 3 clusters Score -416924.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -416973.406250 Penalty: 2664.110596
	Iteration 6Q: 3 clusters Score -416973.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -417017.125000 Penalty: 2664.110596
	Iteration 7Q: 3 clusters Score -417017.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -417057.906250 Penalty: 2664.110596
	Iteration 8Q: 3 clusters Score -417057.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -417082.718750 Penalty: 2664.110596
	Iteration 9Q: 3 clusters Score -417082.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -417104.812500 Penalty: 2664.110596
	Iteration 10Q: 3 clusters Score -417104.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -417128.531250 Penalty: 2664.110596
	Iteration 11Q: 3 clusters Score -417128.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -417153.406250 Penalty: 2664.110596
	Iteration 12Q: 3 clusters Score -417153.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -417173.093750 Penalty: 2664.110596
	Iteration 13Q: 3 clusters Score -417173.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -417184.875000 Penalty: 2664.110596
	Iteration 14Q: 3 clusters Score -417184.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -417197.218750 Penalty: 2664.110596
	Iteration 15Q: 3 clusters Score -417197.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -417209.406250 Penalty: 2664.110596
	Iteration 16Q: 3 clusters Score -417209.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -417217.437500 Penalty: 2664.110596
	Iteration 17Q: 3 clusters Score -417217.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -417228.218750 Penalty: 2664.110596
	Iteration 18Q: 3 clusters Score -417228.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -417237.406250 Penalty: 2664.110596
	Iteration 19Q: 3 clusters Score -417237.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -417245.468750 Penalty: 2664.110596
	Iteration 20F: 3 clusters Score -417245.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -417251.312500 Penalty: 2664.110596
	Iteration 21Q: 3 clusters Score -417251.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -417266.250000 Penalty: 2664.110596
	Iteration 22Q: 3 clusters Score -417266.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -417283.062500 Penalty: 2664.110596
	Iteration 23Q: 3 clusters Score -417283.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -417306.281250 Penalty: 2664.110596
	Iteration 24Q: 3 clusters Score -417306.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -417329.562500 Penalty: 2664.110596
	Iteration 25Q: 3 clusters Score -417329.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -417356.000000 Penalty: 2664.110596
	Iteration 26Q: 3 clusters Score -417356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -417380.875000 Penalty: 2664.110596
	Iteration 27Q: 3 clusters Score -417380.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -417405.343750 Penalty: 2664.110596
	Iteration 28Q: 3 clusters Score -417405.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -417428.937500 Penalty: 2664.110596
	Iteration 29Q: 3 clusters Score -417428.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -417444.437500 Penalty: 2664.110596
	Iteration 30Q: 3 clusters Score -417444.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -417455.062500 Penalty: 2664.110596
	Iteration 31Q: 3 clusters Score -417455.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -417464.156250 Penalty: 2664.110596
	Iteration 32Q: 3 clusters Score -417464.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -417475.718750 Penalty: 2664.110596
	Iteration 33Q: 3 clusters Score -417475.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -417486.656250 Penalty: 2664.110596
	Iteration 34Q: 3 clusters Score -417486.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -417498.000000 Penalty: 2664.110596
	Iteration 35Q: 3 clusters Score -417498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -417514.656250 Penalty: 2664.110596
	Iteration 36Q: 3 clusters Score -417514.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -417523.687500 Penalty: 2664.110596
	Iteration 37Q: 3 clusters Score -417523.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -417529.062500 Penalty: 2664.110596
	Iteration 38Q: 3 clusters Score -417529.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -417534.031250 Penalty: 2664.110596
	Iteration 39Q: 3 clusters Score -417534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -417537.718750 Penalty: 2664.110596
	Iteration 40F: 3 clusters Score -417537.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -417542.406250 Penalty: 2664.110596
	Iteration 41Q: 3 clusters Score -417542.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -417545.312500 Penalty: 2664.110596
	Iteration 42Q: 3 clusters Score -417545.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -417549.468750 Penalty: 2664.110596
	Iteration 43Q: 3 clusters Score -417549.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -417556.062500 Penalty: 2664.110596
	Iteration 44Q: 3 clusters Score -417556.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -417560.218750 Penalty: 2664.110596
	Iteration 45Q: 3 clusters Score -417560.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -417565.343750 Penalty: 2664.110596
	Iteration 46Q: 3 clusters Score -417565.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -417568.093750 Penalty: 2664.110596
	Iteration 47Q: 3 clusters Score -417568.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -417571.031250 Penalty: 2664.110596
	Iteration 48Q: 3 clusters Score -417571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -417576.781250 Penalty: 2664.110596
	Iteration 49Q: 3 clusters Score -417576.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -417582.593750 Penalty: 2664.110596
	Iteration 50Q: 3 clusters Score -417582.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -417588.906250 Penalty: 2664.110596
	Iteration 51Q: 3 clusters Score -417588.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -417595.625000 Penalty: 2664.110596
	Iteration 52Q: 3 clusters Score -417595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -417597.187500 Penalty: 2664.110596
	Iteration 53Q: 3 clusters Score -417597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -417598.687500 Penalty: 2664.110596
	Iteration 54Q: 3 clusters Score -417598.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -417602.218750 Penalty: 2664.110596
	Iteration 55Q: 3 clusters Score -417602.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -417605.781250 Penalty: 2664.110596
	Iteration 56Q: 3 clusters Score -417605.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -417609.593750 Penalty: 2664.110596
	Iteration 57Q: 3 clusters Score -417609.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -417613.500000 Penalty: 2664.110596
	Iteration 58Q: 3 clusters Score -417613.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -417617.093750 Penalty: 2664.110596
	Iteration 59Q: 3 clusters Score -417617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -417620.593750 Penalty: 2664.110596
	Iteration 60F: 3 clusters Score -417620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -417624.375000 Penalty: 2664.110596
	Iteration 61Q: 3 clusters Score -417624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -417626.125000 Penalty: 2664.110596
	Iteration 62Q: 3 clusters Score -417626.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -417626.593750 Penalty: 2664.110596
	Iteration 63Q: 3 clusters Score -417626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -417631.468750 Penalty: 2664.110596
	Iteration 64Q: 3 clusters Score -417631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -417637.562500 Penalty: 2664.110596
	Iteration 65Q: 3 clusters Score -417637.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -417641.375000 Penalty: 2664.110596
	Iteration 66Q: 3 clusters Score -417641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -417644.718750 Penalty: 2664.110596
	Iteration 67Q: 3 clusters Score -417644.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -417645.843750 Penalty: 2664.110596
	Iteration 68Q: 3 clusters Score -417645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -417647.031250 Penalty: 2664.110596
	Iteration 69Q: 3 clusters Score -417647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -417648.125000 Penalty: 2664.110596
	Iteration 70Q: 3 clusters Score -417648.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -417651.125000 Penalty: 2664.110596
	Iteration 71Q: 3 clusters Score -417651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -417656.406250 Penalty: 2664.110596
	Iteration 72Q: 3 clusters Score -417656.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -417659.000000 Penalty: 2664.110596
	Iteration 73Q: 3 clusters Score -417659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -417660.968750 Penalty: 2664.110596
	Iteration 74Q: 3 clusters Score -417661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -417663.812500 Penalty: 2664.110596
	Iteration 75Q: 3 clusters Score -417663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -417665.906250 Penalty: 2664.110596
	Iteration 76Q: 3 clusters Score -417665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -417668.562500 Penalty: 2664.110596
	Iteration 77Q: 3 clusters Score -417668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -417670.906250 Penalty: 2664.110596
	Iteration 78Q: 3 clusters Score -417670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -417673.437500 Penalty: 2664.110596
	Iteration 79Q: 3 clusters Score -417673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -417674.812500 Penalty: 2664.110596
	Iteration 80F: 3 clusters Score -417674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Entering Unmasked Estep 
Score: -3083242.750000 Penalty: 1660.852661
	Iteration 0F: 2 clusters Score -3083243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3064859.500000 Penalty: 3321.705322
	Iteration 0F: 3 clusters Score -3064860 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3071682.250000 Penalty: 3321.705322
	Iteration 1F: 3 clusters Score -3071682 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3072274.750000 Penalty: 3321.705322
	Iteration 2F: 3 clusters Score -3072275 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3073047.250000 Penalty: 3321.705322
	Iteration 3F: 3 clusters Score -3073047 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3074172.250000 Penalty: 3321.705322
	Iteration 4F: 3 clusters Score -3074172 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3075739.500000 Penalty: 3321.705322
	Iteration 5F: 3 clusters Score -3075740 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3077519.250000 Penalty: 3321.705322
	Iteration 6F: 3 clusters Score -3077519 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3079229.250000 Penalty: 3321.705322
	Iteration 7F: 3 clusters Score -3079229 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3080482.500000 Penalty: 3321.705322
	Iteration 8Q: 3 clusters Score -3080482 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3081182.750000 Penalty: 3321.705322
	Iteration 9Q: 3 clusters Score -3081183 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3081502.500000 Penalty: 3321.705322
	Iteration 10Q: 3 clusters Score -3081502 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3081636.250000 Penalty: 3321.705322
	Iteration 11Q: 3 clusters Score -3081636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3081710.000000 Penalty: 3321.705322
	Iteration 12Q: 3 clusters Score -3081710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3081737.750000 Penalty: 3321.705322
	Iteration 13Q: 3 clusters Score -3081738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3081748.750000 Penalty: 3321.705322
	Iteration 14Q: 3 clusters Score -3081749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3081772.500000 Penalty: 3321.705322
	Iteration 15Q: 3 clusters Score -3081772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3081786.750000 Penalty: 3321.705322
	Iteration 16Q: 3 clusters Score -3081787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3081798.000000 Penalty: 3321.705322
	Iteration 17Q: 3 clusters Score -3081798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3081801.250000 Penalty: 3321.705322
	Iteration 18Q: 3 clusters Score -3081801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3081807.500000 Penalty: 3321.705322
	Iteration 19Q: 3 clusters Score -3081808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3081807.500000 Penalty: 3321.705322
	Iteration 20F: 3 clusters Score -3081808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -609557.687500 Penalty: 1399.827026
	Iteration 0F: 2 clusters Score -609557.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -605282.375000 Penalty: 2799.654053
	Iteration 0F: 3 clusters Score -605282.4 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -606486.375000 Penalty: 2799.654053
	Iteration 1F: 3 clusters Score -606486.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -606675.750000 Penalty: 2799.654053
	Iteration 2F: 3 clusters Score -606675.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -606777.000000 Penalty: 2799.654053
	Iteration 3Q: 3 clusters Score -606777 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -606838.750000 Penalty: 2799.654053
	Iteration 4Q: 3 clusters Score -606838.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -606903.375000 Penalty: 2799.654053
	Iteration 5Q: 3 clusters Score -606903.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -606975.375000 Penalty: 2799.654053
	Iteration 6Q: 3 clusters Score -606975.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -607050.500000 Penalty: 2799.654053
	Iteration 7Q: 3 clusters Score -607050.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -607130.312500 Penalty: 2799.654053
	Iteration 8Q: 3 clusters Score -607130.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -607220.937500 Penalty: 2799.654053
	Iteration 9Q: 3 clusters Score -607220.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -607329.625000 Penalty: 2799.654053
	Iteration 10Q: 3 clusters Score -607329.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -607461.187500 Penalty: 2799.654053
	Iteration 11Q: 3 clusters Score -607461.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -607601.750000 Penalty: 2799.654053
	Iteration 12Q: 3 clusters Score -607601.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -607744.812500 Penalty: 2799.654053
	Iteration 13Q: 3 clusters Score -607744.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -607890.812500 Penalty: 2799.654053
	Iteration 14Q: 3 clusters Score -607890.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -608004.312500 Penalty: 2799.654053
	Iteration 15Q: 3 clusters Score -608004.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -608101.937500 Penalty: 2799.654053
	Iteration 16Q: 3 clusters Score -608101.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -608169.687500 Penalty: 2799.654053
	Iteration 17Q: 3 clusters Score -608169.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -608220.125000 Penalty: 2799.654053
	Iteration 18Q: 3 clusters Score -608220.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -608244.625000 Penalty: 2799.654053
	Iteration 19Q: 3 clusters Score -608244.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -608265.562500 Penalty: 2799.654053
	Iteration 20F: 3 clusters Score -608265.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -608278.000000 Penalty: 2799.654053
	Iteration 21Q: 3 clusters Score -608278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -608295.312500 Penalty: 2799.654053
	Iteration 22Q: 3 clusters Score -608295.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -608310.812500 Penalty: 2799.654053
	Iteration 23Q: 3 clusters Score -608310.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -608322.750000 Penalty: 2799.654053
	Iteration 24Q: 3 clusters Score -608322.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -608333.375000 Penalty: 2799.654053
	Iteration 25Q: 3 clusters Score -608333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -608336.312500 Penalty: 2799.654053
	Iteration 26Q: 3 clusters Score -608336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -608340.625000 Penalty: 2799.654053
	Iteration 27Q: 3 clusters Score -608340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -608340.625000 Penalty: 2799.654053
	Iteration 28F: 3 clusters Score -608340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Entering Unmasked Estep 
Score: -1296814.625000 Penalty: 1516.899902
	Iteration 0F: 2 clusters Score -1296815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1288819.125000 Penalty: 3033.799805
	Iteration 0F: 3 clusters Score -1288819 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1291731.625000 Penalty: 3033.799805
	Iteration 1F: 3 clusters Score -1291732 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1292312.625000 Penalty: 3033.799805
	Iteration 2F: 3 clusters Score -1292313 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1292859.625000 Penalty: 3033.799805
	Iteration 3F: 3 clusters Score -1292860 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1293310.375000 Penalty: 3033.799805
	Iteration 4F: 3 clusters Score -1293310 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1293702.375000 Penalty: 3033.799805
	Iteration 5F: 3 clusters Score -1293702 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1294041.125000 Penalty: 3033.799805
	Iteration 6F: 3 clusters Score -1294041 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1294347.375000 Penalty: 3033.799805
	Iteration 7Q: 3 clusters Score -1294347 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1294600.375000 Penalty: 3033.799805
	Iteration 8Q: 3 clusters Score -1294600 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1294884.625000 Penalty: 3033.799805
	Iteration 9Q: 3 clusters Score -1294885 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1295212.375000 Penalty: 3033.799805
	Iteration 10Q: 3 clusters Score -1295212 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1295503.750000 Penalty: 3033.799805
	Iteration 11Q: 3 clusters Score -1295504 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1295792.625000 Penalty: 3033.799805
	Iteration 12Q: 3 clusters Score -1295793 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1296112.375000 Penalty: 3033.799805
	Iteration 13Q: 3 clusters Score -1296112 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1296332.250000 Penalty: 3033.799805
	Iteration 14Q: 3 clusters Score -1296332 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1296460.875000 Penalty: 3033.799805
	Iteration 15Q: 3 clusters Score -1296461 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1296525.375000 Penalty: 3033.799805
	Iteration 16Q: 3 clusters Score -1296525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1296557.875000 Penalty: 3033.799805
	Iteration 17Q: 3 clusters Score -1296558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1296571.750000 Penalty: 3033.799805
	Iteration 18Q: 3 clusters Score -1296572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1296578.875000 Penalty: 3033.799805
	Iteration 19Q: 3 clusters Score -1296579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1296579.625000 Penalty: 3033.799805
	Iteration 20F: 3 clusters Score -1296580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1296583.500000 Penalty: 3033.799805
	Iteration 21Q: 3 clusters Score -1296584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1296586.625000 Penalty: 3033.799805
	Iteration 22Q: 3 clusters Score -1296587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1296588.250000 Penalty: 3033.799805
	Iteration 23Q: 3 clusters Score -1296588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1296588.375000 Penalty: 3033.799805
	Iteration 24Q: 3 clusters Score -1296588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1296589.500000 Penalty: 3033.799805
	Iteration 25Q: 3 clusters Score -1296590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1296589.375000 Penalty: 3033.799805
	Iteration 26Q: 3 clusters Score -1296589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1296589.875000 Penalty: 3033.799805
	Iteration 27Q: 3 clusters Score -1296590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1296589.375000 Penalty: 3033.799805
	Iteration 28Q: 3 clusters Score -1296589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1296589.125000 Penalty: 3033.799805
	Iteration 29Q: 3 clusters Score -1296589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1296589.125000 Penalty: 3033.799805
	Iteration 30F: 3 clusters Score -1296589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Entering Unmasked Estep 
Score: -10749974.000000 Penalty: 1856.592773
	Iteration 0F: 2 clusters Score -1.074997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -10689970.000000 Penalty: 3713.185547
	Iteration 0F: 3 clusters Score -1.068997e+07 nChanged 43848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -10715337.000000 Penalty: 3713.185547
	Iteration 1F: 3 clusters Score -1.071534e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -10715853.000000 Penalty: 3713.185547
	Iteration 2Q: 3 clusters Score -1.071585e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -10716378.000000 Penalty: 3713.185547
	Iteration 3Q: 3 clusters Score -1.071638e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -10717188.000000 Penalty: 3713.185547
	Iteration 4Q: 3 clusters Score -1.071719e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -10718448.000000 Penalty: 3713.185547
	Iteration 5Q: 3 clusters Score -1.071845e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -10720500.000000 Penalty: 3713.185547
	Iteration 6Q: 3 clusters Score -1.07205e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -10724106.000000 Penalty: 3713.185547
	Iteration 7F: 3 clusters Score -1.072411e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -10729310.000000 Penalty: 3713.185547
	Iteration 8F: 3 clusters Score -1.072931e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72274 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -10734997.000000 Penalty: 3713.185547
	Iteration 9F: 3 clusters Score -1.0735e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -10739444.000000 Penalty: 3713.185547
	Iteration 10F: 3 clusters Score -1.073944e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -10742151.000000 Penalty: 3713.185547
	Iteration 11Q: 3 clusters Score -1.074215e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -10743636.000000 Penalty: 3713.185547
	Iteration 12Q: 3 clusters Score -1.074364e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -10744361.000000 Penalty: 3713.185547
	Iteration 13Q: 3 clusters Score -1.074436e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -10744950.000000 Penalty: 3713.185547
	Iteration 14Q: 3 clusters Score -1.074495e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -10745419.000000 Penalty: 3713.185547
	Iteration 15Q: 3 clusters Score -1.074542e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -10745762.000000 Penalty: 3713.185547
	Iteration 16Q: 3 clusters Score -1.074576e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -10746083.000000 Penalty: 3713.185547
	Iteration 17Q: 3 clusters Score -1.074608e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -10746403.000000 Penalty: 3713.185547
	Iteration 18Q: 3 clusters Score -1.07464e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85734 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -10746703.000000 Penalty: 3713.185547
	Iteration 19Q: 3 clusters Score -1.07467e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -10746866.000000 Penalty: 3713.185547
	Iteration 20F: 3 clusters Score -1.074687e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -10747090.000000 Penalty: 3713.185547
	Iteration 21Q: 3 clusters Score -1.074709e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -10747301.000000 Penalty: 3713.185547
	Iteration 22Q: 3 clusters Score -1.07473e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -10747408.000000 Penalty: 3713.185547
	Iteration 23Q: 3 clusters Score -1.074741e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -10747527.000000 Penalty: 3713.185547
	Iteration 24Q: 3 clusters Score -1.074753e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -10747652.000000 Penalty: 3713.185547
	Iteration 25Q: 3 clusters Score -1.074765e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -10747753.000000 Penalty: 3713.185547
	Iteration 26Q: 3 clusters Score -1.074775e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10747861.000000 Penalty: 3713.185547
	Iteration 27Q: 3 clusters Score -1.074786e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89172 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -10747962.000000 Penalty: 3713.185547
	Iteration 28Q: 3 clusters Score -1.074796e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10748000.000000 Penalty: 3713.185547
	Iteration 29Q: 3 clusters Score -1.0748e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -10748068.000000 Penalty: 3713.185547
	Iteration 30Q: 3 clusters Score -1.074807e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -10748100.000000 Penalty: 3713.185547
	Iteration 31Q: 3 clusters Score -1.07481e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10748154.000000 Penalty: 3713.185547
	Iteration 32Q: 3 clusters Score -1.074815e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10748181.000000 Penalty: 3713.185547
	Iteration 33Q: 3 clusters Score -1.074818e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -10748207.000000 Penalty: 3713.185547
	Iteration 34Q: 3 clusters Score -1.074821e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -10748251.000000 Penalty: 3713.185547
	Iteration 35Q: 3 clusters Score -1.074825e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10748277.000000 Penalty: 3713.185547
	Iteration 36Q: 3 clusters Score -1.074828e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90249 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10748299.000000 Penalty: 3713.185547
	Iteration 37Q: 3 clusters Score -1.07483e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10748309.000000 Penalty: 3713.185547
	Iteration 38Q: 3 clusters Score -1.074831e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -10748331.000000 Penalty: 3713.185547
	Iteration 39Q: 3 clusters Score -1.074833e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -10748339.000000 Penalty: 3713.185547
	Iteration 40F: 3 clusters Score -1.074834e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -10748364.000000 Penalty: 3713.185547
	Iteration 41Q: 3 clusters Score -1.074836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90450 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10748384.000000 Penalty: 3713.185547
	Iteration 42Q: 3 clusters Score -1.074838e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10748388.000000 Penalty: 3713.185547
	Iteration 43Q: 3 clusters Score -1.074839e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10748393.000000 Penalty: 3713.185547
	Iteration 44Q: 3 clusters Score -1.074839e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10748399.000000 Penalty: 3713.185547
	Iteration 45Q: 3 clusters Score -1.07484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10748409.000000 Penalty: 3713.185547
	Iteration 46Q: 3 clusters Score -1.074841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10748409.000000 Penalty: 3713.185547
	Iteration 47Q: 3 clusters Score -1.074841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90554 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10748413.000000 Penalty: 3713.185547
	Iteration 48Q: 3 clusters Score -1.074841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10748417.000000 Penalty: 3713.185547
	Iteration 49Q: 3 clusters Score -1.074842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10748424.000000 Penalty: 3713.185547
	Iteration 50Q: 3 clusters Score -1.074842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10748437.000000 Penalty: 3713.185547
	Iteration 51Q: 3 clusters Score -1.074844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10748439.000000 Penalty: 3713.185547
	Iteration 52Q: 3 clusters Score -1.074844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -10748454.000000 Penalty: 3713.185547
	Iteration 53Q: 3 clusters Score -1.074845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90610 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -10748442.000000 Penalty: 3713.185547
	Iteration 54Q: 3 clusters Score -1.074844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10748449.000000 Penalty: 3713.185547
	Iteration 55Q: 3 clusters Score -1.074845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10748450.000000 Penalty: 3713.185547
	Iteration 56Q: 3 clusters Score -1.074845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10748456.000000 Penalty: 3713.185547
	Iteration 57Q: 3 clusters Score -1.074846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10748469.000000 Penalty: 3713.185547
	Iteration 58Q: 3 clusters Score -1.074847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10748459.000000 Penalty: 3713.185547
	Iteration 59Q: 3 clusters Score -1.074846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -10748457.000000 Penalty: 3713.185547
	Iteration 60F: 3 clusters Score -1.074846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90672 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10748470.000000 Penalty: 3713.185547
	Iteration 61Q: 3 clusters Score -1.074847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10748458.000000 Penalty: 3713.185547
	Iteration 62Q: 3 clusters Score -1.074846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10748467.000000 Penalty: 3713.185547
	Iteration 63Q: 3 clusters Score -1.074847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90682 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10748469.000000 Penalty: 3713.185547
	Iteration 64Q: 3 clusters Score -1.074847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10748465.000000 Penalty: 3713.185547
	Iteration 65Q: 3 clusters Score -1.074846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90694 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10748481.000000 Penalty: 3713.185547
	Iteration 66Q: 3 clusters Score -1.074848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90694 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10748479.000000 Penalty: 3713.185547
	Iteration 67Q: 3 clusters Score -1.074848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10748475.000000 Penalty: 3713.185547
	Iteration 68Q: 3 clusters Score -1.074848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10748487.000000 Penalty: 3713.185547
	Iteration 69Q: 3 clusters Score -1.074849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90700 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10748486.000000 Penalty: 3713.185547
	Iteration 70Q: 3 clusters Score -1.074849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10748488.000000 Penalty: 3713.185547
	Iteration 71Q: 3 clusters Score -1.074849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10748481.000000 Penalty: 3713.185547
	Iteration 72Q: 3 clusters Score -1.074848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10748487.000000 Penalty: 3713.185547
	Iteration 73Q: 3 clusters Score -1.074849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10748484.000000 Penalty: 3713.185547
	Iteration 74Q: 3 clusters Score -1.074848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10748489.000000 Penalty: 3713.185547
	Iteration 75Q: 3 clusters Score -1.074849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10748479.000000 Penalty: 3713.185547
	Iteration 76Q: 3 clusters Score -1.074848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10748486.000000 Penalty: 3713.185547
	Iteration 77Q: 3 clusters Score -1.074849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10748476.000000 Penalty: 3713.185547
	Iteration 78Q: 3 clusters Score -1.074848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10748480.000000 Penalty: 3713.185547
	Iteration 79Q: 3 clusters Score -1.074848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10748478.000000 Penalty: 3713.185547
	Iteration 80F: 3 clusters Score -1.074848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10748480.000000 Penalty: 3713.185547
	Iteration 81Q: 3 clusters Score -1.074848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10748476.000000 Penalty: 3713.185547
	Iteration 82Q: 3 clusters Score -1.074848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10748486.000000 Penalty: 3713.185547
	Iteration 83Q: 3 clusters Score -1.074849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10748484.000000 Penalty: 3713.185547
	Iteration 84Q: 3 clusters Score -1.074848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10748485.000000 Penalty: 3713.185547
	Iteration 85Q: 3 clusters Score -1.074848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10748486.000000 Penalty: 3713.185547
	Iteration 86Q: 3 clusters Score -1.074849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10748500.000000 Penalty: 3713.185547
	Iteration 87Q: 3 clusters Score -1.07485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10748491.000000 Penalty: 3713.185547
	Iteration 88Q: 3 clusters Score -1.074849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10748503.000000 Penalty: 3713.185547
	Iteration 89Q: 3 clusters Score -1.07485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10748513.000000 Penalty: 3713.185547
	Iteration 90Q: 3 clusters Score -1.074851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10748510.000000 Penalty: 3713.185547
	Iteration 91Q: 3 clusters Score -1.074851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10748510.000000 Penalty: 3713.185547
	Iteration 92Q: 3 clusters Score -1.074851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10748514.000000 Penalty: 3713.185547
	Iteration 93Q: 3 clusters Score -1.074851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10748511.000000 Penalty: 3713.185547
	Iteration 94Q: 3 clusters Score -1.074851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10748514.000000 Penalty: 3713.185547
	Iteration 95Q: 3 clusters Score -1.074851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10748514.000000 Penalty: 3713.185547
	Iteration 96F: 3 clusters Score -1.074851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Entering Unmasked Estep 
Score: -389881.062500 Penalty: 1319.595581
	Iteration 0F: 2 clusters Score -389881.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -386921.656250 Penalty: 2639.191162
	Iteration 0F: 3 clusters Score -386921.7 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -387647.250000 Penalty: 2639.191162
	Iteration 1F: 3 clusters Score -387647.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -387808.093750 Penalty: 2639.191162
	Iteration 2F: 3 clusters Score -387808.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -387908.500000 Penalty: 2639.191162
	Iteration 3Q: 3 clusters Score -387908.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -387964.718750 Penalty: 2639.191162
	Iteration 4Q: 3 clusters Score -387964.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -388013.312500 Penalty: 2639.191162
	Iteration 5Q: 3 clusters Score -388013.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -388051.031250 Penalty: 2639.191162
	Iteration 6Q: 3 clusters Score -388051 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -388079.750000 Penalty: 2639.191162
	Iteration 7Q: 3 clusters Score -388079.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -388112.218750 Penalty: 2639.191162
	Iteration 8Q: 3 clusters Score -388112.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -388150.531250 Penalty: 2639.191162
	Iteration 9Q: 3 clusters Score -388150.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -388185.781250 Penalty: 2639.191162
	Iteration 10Q: 3 clusters Score -388185.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -388218.000000 Penalty: 2639.191162
	Iteration 11Q: 3 clusters Score -388218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -388258.156250 Penalty: 2639.191162
	Iteration 12Q: 3 clusters Score -388258.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -388297.062500 Penalty: 2639.191162
	Iteration 13Q: 3 clusters Score -388297.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -388335.625000 Penalty: 2639.191162
	Iteration 14Q: 3 clusters Score -388335.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -388370.343750 Penalty: 2639.191162
	Iteration 15Q: 3 clusters Score -388370.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -388414.500000 Penalty: 2639.191162
	Iteration 16Q: 3 clusters Score -388414.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -388456.781250 Penalty: 2639.191162
	Iteration 17Q: 3 clusters Score -388456.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -388495.093750 Penalty: 2639.191162
	Iteration 18Q: 3 clusters Score -388495.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -388525.031250 Penalty: 2639.191162
	Iteration 19Q: 3 clusters Score -388525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -388543.500000 Penalty: 2639.191162
	Iteration 20F: 3 clusters Score -388543.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -388559.093750 Penalty: 2639.191162
	Iteration 21Q: 3 clusters Score -388559.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -388570.468750 Penalty: 2639.191162
	Iteration 22Q: 3 clusters Score -388570.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -388582.593750 Penalty: 2639.191162
	Iteration 23Q: 3 clusters Score -388582.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -388590.343750 Penalty: 2639.191162
	Iteration 24Q: 3 clusters Score -388590.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -388596.875000 Penalty: 2639.191162
	Iteration 25Q: 3 clusters Score -388596.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -388600.468750 Penalty: 2639.191162
	Iteration 26Q: 3 clusters Score -388600.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -388602.937500 Penalty: 2639.191162
	Iteration 27Q: 3 clusters Score -388602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -388604.187500 Penalty: 2639.191162
	Iteration 28Q: 3 clusters Score -388604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -388605.156250 Penalty: 2639.191162
	Iteration 29Q: 3 clusters Score -388605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -388606.906250 Penalty: 2639.191162
	Iteration 30Q: 3 clusters Score -388606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -388607.875000 Penalty: 2639.191162
	Iteration 31Q: 3 clusters Score -388607.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -388610.062500 Penalty: 2639.191162
	Iteration 32Q: 3 clusters Score -388610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -388610.031250 Penalty: 2639.191162
	Iteration 33Q: 3 clusters Score -388610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -388611.468750 Penalty: 2639.191162
	Iteration 34Q: 3 clusters Score -388611.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -388611.468750 Penalty: 2639.191162
	Iteration 35Q: 3 clusters Score -388611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -388612.156250 Penalty: 2639.191162
	Iteration 36Q: 3 clusters Score -388612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -388612.156250 Penalty: 2639.191162
	Iteration 37F: 3 clusters Score -388612.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Entering Unmasked Estep 
Score: -10543133.000000 Penalty: 1854.183716
	Iteration 0F: 2 clusters Score -1.054313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -10484402.000000 Penalty: 3708.367432
	Iteration 0F: 3 clusters Score -1.04844e+07 nChanged 42921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -10509154.000000 Penalty: 3708.367432
	Iteration 1F: 3 clusters Score -1.050915e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -10510107.000000 Penalty: 3708.367432
	Iteration 2Q: 3 clusters Score -1.051011e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -10511408.000000 Penalty: 3708.367432
	Iteration 3Q: 3 clusters Score -1.051141e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -10513279.000000 Penalty: 3708.367432
	Iteration 4Q: 3 clusters Score -1.051328e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -10516337.000000 Penalty: 3708.367432
	Iteration 5F: 3 clusters Score -1.051634e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -10520839.000000 Penalty: 3708.367432
	Iteration 6F: 3 clusters Score -1.052084e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -10526939.000000 Penalty: 3708.367432
	Iteration 7F: 3 clusters Score -1.052694e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -10531998.000000 Penalty: 3708.367432
	Iteration 8F: 3 clusters Score -1.0532e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -10534481.000000 Penalty: 3708.367432
	Iteration 9F: 3 clusters Score -1.053448e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -10535629.000000 Penalty: 3708.367432
	Iteration 10Q: 3 clusters Score -1.053563e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -10536402.000000 Penalty: 3708.367432
	Iteration 11Q: 3 clusters Score -1.05364e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -10537116.000000 Penalty: 3708.367432
	Iteration 12Q: 3 clusters Score -1.053712e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -10537729.000000 Penalty: 3708.367432
	Iteration 13Q: 3 clusters Score -1.053773e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -10538222.000000 Penalty: 3708.367432
	Iteration 14Q: 3 clusters Score -1.053822e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -10538634.000000 Penalty: 3708.367432
	Iteration 15Q: 3 clusters Score -1.053863e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -10538777.000000 Penalty: 3708.367432
	Iteration 16Q: 3 clusters Score -1.053878e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -10538995.000000 Penalty: 3708.367432
	Iteration 17Q: 3 clusters Score -1.0539e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -10539131.000000 Penalty: 3708.367432
	Iteration 18Q: 3 clusters Score -1.053913e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -10539222.000000 Penalty: 3708.367432
	Iteration 19Q: 3 clusters Score -1.053922e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -10539283.000000 Penalty: 3708.367432
	Iteration 20F: 3 clusters Score -1.053928e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -10539306.000000 Penalty: 3708.367432
	Iteration 21Q: 3 clusters Score -1.053931e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -10539382.000000 Penalty: 3708.367432
	Iteration 22Q: 3 clusters Score -1.053938e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -10539443.000000 Penalty: 3708.367432
	Iteration 23Q: 3 clusters Score -1.053944e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -10539460.000000 Penalty: 3708.367432
	Iteration 24Q: 3 clusters Score -1.053946e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -10539479.000000 Penalty: 3708.367432
	Iteration 25Q: 3 clusters Score -1.053948e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 64864 members 
Entering Unmasked Estep 
Score: -10539456.000000 Penalty: 3708.367432
	Iteration 26Q: 3 clusters Score -1.053946e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -10539510.000000 Penalty: 3708.367432
	Iteration 27Q: 3 clusters Score -1.053951e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -10539534.000000 Penalty: 3708.367432
	Iteration 28Q: 3 clusters Score -1.053953e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -10539574.000000 Penalty: 3708.367432
	Iteration 29Q: 3 clusters Score -1.053957e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -10539644.000000 Penalty: 3708.367432
	Iteration 30Q: 3 clusters Score -1.053964e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -10539673.000000 Penalty: 3708.367432
	Iteration 31Q: 3 clusters Score -1.053967e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -10539722.000000 Penalty: 3708.367432
	Iteration 32Q: 3 clusters Score -1.053972e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -10539789.000000 Penalty: 3708.367432
	Iteration 33Q: 3 clusters Score -1.053979e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -10539797.000000 Penalty: 3708.367432
	Iteration 34Q: 3 clusters Score -1.05398e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -10539831.000000 Penalty: 3708.367432
	Iteration 35Q: 3 clusters Score -1.053983e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -10539870.000000 Penalty: 3708.367432
	Iteration 36Q: 3 clusters Score -1.053987e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -10539899.000000 Penalty: 3708.367432
	Iteration 37Q: 3 clusters Score -1.05399e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -10539965.000000 Penalty: 3708.367432
	Iteration 38Q: 3 clusters Score -1.053996e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 69896 members 
Entering Unmasked Estep 
Score: -10539997.000000 Penalty: 3708.367432
	Iteration 39Q: 3 clusters Score -1.054e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -10540013.000000 Penalty: 3708.367432
	Iteration 40F: 3 clusters Score -1.054001e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -10540010.000000 Penalty: 3708.367432
	Iteration 41Q: 3 clusters Score -1.054001e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -10540051.000000 Penalty: 3708.367432
	Iteration 42Q: 3 clusters Score -1.054005e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -10540069.000000 Penalty: 3708.367432
	Iteration 43Q: 3 clusters Score -1.054007e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -10540090.000000 Penalty: 3708.367432
	Iteration 44Q: 3 clusters Score -1.054009e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -10540121.000000 Penalty: 3708.367432
	Iteration 45Q: 3 clusters Score -1.054012e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -10540180.000000 Penalty: 3708.367432
	Iteration 46Q: 3 clusters Score -1.054018e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -10540260.000000 Penalty: 3708.367432
	Iteration 47Q: 3 clusters Score -1.054026e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -10540342.000000 Penalty: 3708.367432
	Iteration 48Q: 3 clusters Score -1.054034e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -10540425.000000 Penalty: 3708.367432
	Iteration 49Q: 3 clusters Score -1.054042e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -10540512.000000 Penalty: 3708.367432
	Iteration 50Q: 3 clusters Score -1.054051e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -10540566.000000 Penalty: 3708.367432
	Iteration 51Q: 3 clusters Score -1.054057e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -10540614.000000 Penalty: 3708.367432
	Iteration 52Q: 3 clusters Score -1.054061e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -10540684.000000 Penalty: 3708.367432
	Iteration 53Q: 3 clusters Score -1.054068e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -10540784.000000 Penalty: 3708.367432
	Iteration 54Q: 3 clusters Score -1.054078e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -10540894.000000 Penalty: 3708.367432
	Iteration 55Q: 3 clusters Score -1.054089e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 77473 members 
Entering Unmasked Estep 
Score: -10540926.000000 Penalty: 3708.367432
	Iteration 56Q: 3 clusters Score -1.054093e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -10541020.000000 Penalty: 3708.367432
	Iteration 57Q: 3 clusters Score -1.054102e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -10541049.000000 Penalty: 3708.367432
	Iteration 58Q: 3 clusters Score -1.054105e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 78566 members 
Entering Unmasked Estep 
Score: -10541063.000000 Penalty: 3708.367432
	Iteration 59Q: 3 clusters Score -1.054106e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -10541099.000000 Penalty: 3708.367432
	Iteration 60F: 3 clusters Score -1.05411e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -10541170.000000 Penalty: 3708.367432
	Iteration 61Q: 3 clusters Score -1.054117e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -10541230.000000 Penalty: 3708.367432
	Iteration 62Q: 3 clusters Score -1.054123e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -10541298.000000 Penalty: 3708.367432
	Iteration 63Q: 3 clusters Score -1.05413e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -10541361.000000 Penalty: 3708.367432
	Iteration 64Q: 3 clusters Score -1.054136e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -10541397.000000 Penalty: 3708.367432
	Iteration 65Q: 3 clusters Score -1.05414e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -10541393.000000 Penalty: 3708.367432
	Iteration 66Q: 3 clusters Score -1.054139e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 81259 members 
Entering Unmasked Estep 
Score: -10541458.000000 Penalty: 3708.367432
	Iteration 67Q: 3 clusters Score -1.054146e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -10541480.000000 Penalty: 3708.367432
	Iteration 68Q: 3 clusters Score -1.054148e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -10541511.000000 Penalty: 3708.367432
	Iteration 69Q: 3 clusters Score -1.054151e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -10541541.000000 Penalty: 3708.367432
	Iteration 70Q: 3 clusters Score -1.054154e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -10541517.000000 Penalty: 3708.367432
	Iteration 71Q: 3 clusters Score -1.054152e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 82660 members 
Entering Unmasked Estep 
Score: -10541556.000000 Penalty: 3708.367432
	Iteration 72Q: 3 clusters Score -1.054156e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -10541575.000000 Penalty: 3708.367432
	Iteration 73Q: 3 clusters Score -1.054158e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
Score: -10541580.000000 Penalty: 3708.367432
	Iteration 74Q: 3 clusters Score -1.054158e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -10541606.000000 Penalty: 3708.367432
	Iteration 75Q: 3 clusters Score -1.054161e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 83536 members 
Entering Unmasked Estep 
Score: -10541640.000000 Penalty: 3708.367432
	Iteration 76Q: 3 clusters Score -1.054164e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -10541673.000000 Penalty: 3708.367432
	Iteration 77Q: 3 clusters Score -1.054167e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 83991 members 
Entering Unmasked Estep 
Score: -10541665.000000 Penalty: 3708.367432
	Iteration 78Q: 3 clusters Score -1.054166e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 84203 members 
Entering Unmasked Estep 
Score: -10541701.000000 Penalty: 3708.367432
	Iteration 79Q: 3 clusters Score -1.05417e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 84397 members 
Entering Unmasked Estep 
Score: -10541717.000000 Penalty: 3708.367432
	Iteration 80F: 3 clusters Score -1.054172e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -10541746.000000 Penalty: 3708.367432
	Iteration 81Q: 3 clusters Score -1.054175e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
Score: -10541774.000000 Penalty: 3708.367432
	Iteration 82Q: 3 clusters Score -1.054177e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -10541799.000000 Penalty: 3708.367432
	Iteration 83Q: 3 clusters Score -1.05418e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -10541810.000000 Penalty: 3708.367432
	Iteration 84Q: 3 clusters Score -1.054181e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 85256 members 
Entering Unmasked Estep 
Score: -10541824.000000 Penalty: 3708.367432
	Iteration 85Q: 3 clusters Score -1.054182e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -10541849.000000 Penalty: 3708.367432
	Iteration 86Q: 3 clusters Score -1.054185e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -10541879.000000 Penalty: 3708.367432
	Iteration 87Q: 3 clusters Score -1.054188e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -10541894.000000 Penalty: 3708.367432
	Iteration 88Q: 3 clusters Score -1.054189e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 85797 members 
Entering Unmasked Estep 
Score: -10541895.000000 Penalty: 3708.367432
	Iteration 89Q: 3 clusters Score -1.05419e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -10541902.000000 Penalty: 3708.367432
	Iteration 90Q: 3 clusters Score -1.05419e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -10541908.000000 Penalty: 3708.367432
	Iteration 91Q: 3 clusters Score -1.054191e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
Score: -10541900.000000 Penalty: 3708.367432
	Iteration 92Q: 3 clusters Score -1.05419e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -10541910.000000 Penalty: 3708.367432
	Iteration 93Q: 3 clusters Score -1.054191e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -10541925.000000 Penalty: 3708.367432
	Iteration 94Q: 3 clusters Score -1.054192e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -10541943.000000 Penalty: 3708.367432
	Iteration 95Q: 3 clusters Score -1.054194e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -10541936.000000 Penalty: 3708.367432
	Iteration 96Q: 3 clusters Score -1.054194e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -10541939.000000 Penalty: 3708.367432
	Iteration 97Q: 3 clusters Score -1.054194e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -10541943.000000 Penalty: 3708.367432
	Iteration 98Q: 3 clusters Score -1.054194e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -10541958.000000 Penalty: 3708.367432
	Iteration 99Q: 3 clusters Score -1.054196e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -10541945.000000 Penalty: 3708.367432
	Iteration 100F: 3 clusters Score -1.054194e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -10541949.000000 Penalty: 3708.367432
	Iteration 101Q: 3 clusters Score -1.054195e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -10541969.000000 Penalty: 3708.367432
	Iteration 102Q: 3 clusters Score -1.054197e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -10541979.000000 Penalty: 3708.367432
	Iteration 103Q: 3 clusters Score -1.054198e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -10541987.000000 Penalty: 3708.367432
	Iteration 104Q: 3 clusters Score -1.054199e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -10541986.000000 Penalty: 3708.367432
	Iteration 105Q: 3 clusters Score -1.054199e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 87182 members 
Entering Unmasked Estep 
Score: -10541975.000000 Penalty: 3708.367432
	Iteration 106Q: 3 clusters Score -1.054198e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -10541997.000000 Penalty: 3708.367432
	Iteration 107Q: 3 clusters Score -1.0542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -10541999.000000 Penalty: 3708.367432
	Iteration 108Q: 3 clusters Score -1.0542e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 87281 members 
Entering Unmasked Estep 
Score: -10541994.000000 Penalty: 3708.367432
	Iteration 109Q: 3 clusters Score -1.054199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 87303 members 
Entering Unmasked Estep 
Score: -10542001.000000 Penalty: 3708.367432
	Iteration 110Q: 3 clusters Score -1.0542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -10542001.000000 Penalty: 3708.367432
	Iteration 111Q: 3 clusters Score -1.0542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -10542005.000000 Penalty: 3708.367432
	Iteration 112Q: 3 clusters Score -1.0542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -10542012.000000 Penalty: 3708.367432
	Iteration 113Q: 3 clusters Score -1.054201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -10542015.000000 Penalty: 3708.367432
	Iteration 114Q: 3 clusters Score -1.054202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -10541998.000000 Penalty: 3708.367432
	Iteration 115Q: 3 clusters Score -1.0542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -10541985.000000 Penalty: 3708.367432
	Iteration 116Q: 3 clusters Score -1.054198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -10541991.000000 Penalty: 3708.367432
	Iteration 117Q: 3 clusters Score -1.054199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -10541996.000000 Penalty: 3708.367432
	Iteration 118Q: 3 clusters Score -1.0542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -10542007.000000 Penalty: 3708.367432
	Iteration 119Q: 3 clusters Score -1.054201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -10542005.000000 Penalty: 3708.367432
	Iteration 120F: 3 clusters Score -1.0542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 87478 members 
Entering Unmasked Estep 
Score: -10542014.000000 Penalty: 3708.367432
	Iteration 121Q: 3 clusters Score -1.054201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -10542006.000000 Penalty: 3708.367432
	Iteration 122Q: 3 clusters Score -1.054201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -10541994.000000 Penalty: 3708.367432
	Iteration 123Q: 3 clusters Score -1.054199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -10541990.000000 Penalty: 3708.367432
	Iteration 124Q: 3 clusters Score -1.054199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -10542004.000000 Penalty: 3708.367432
	Iteration 125Q: 3 clusters Score -1.0542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -10542003.000000 Penalty: 3708.367432
	Iteration 126Q: 3 clusters Score -1.0542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -10542004.000000 Penalty: 3708.367432
	Iteration 127Q: 3 clusters Score -1.0542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -10542007.000000 Penalty: 3708.367432
	Iteration 128Q: 3 clusters Score -1.054201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -10542012.000000 Penalty: 3708.367432
	Iteration 129Q: 3 clusters Score -1.054201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -10541999.000000 Penalty: 3708.367432
	Iteration 130Q: 3 clusters Score -1.0542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -10541995.000000 Penalty: 3708.367432
	Iteration 131Q: 3 clusters Score -1.0542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -10541993.000000 Penalty: 3708.367432
	Iteration 132Q: 3 clusters Score -1.054199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -10542000.000000 Penalty: 3708.367432
	Iteration 133Q: 3 clusters Score -1.0542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 87657 members 
Entering Unmasked Estep 
Score: -10542003.000000 Penalty: 3708.367432
	Iteration 134Q: 3 clusters Score -1.0542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -10542009.000000 Penalty: 3708.367432
	Iteration 135Q: 3 clusters Score -1.054201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -10542008.000000 Penalty: 3708.367432
	Iteration 136Q: 3 clusters Score -1.054201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 87712 members 
Entering Unmasked Estep 
Score: -10541991.000000 Penalty: 3708.367432
	Iteration 137Q: 3 clusters Score -1.054199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -10541986.000000 Penalty: 3708.367432
	Iteration 138Q: 3 clusters Score -1.054199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -10541983.000000 Penalty: 3708.367432
	Iteration 139Q: 3 clusters Score -1.054198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -10542000.000000 Penalty: 3708.367432
	Iteration 140F: 3 clusters Score -1.0542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -10541998.000000 Penalty: 3708.367432
	Iteration 141Q: 3 clusters Score -1.0542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -10542003.000000 Penalty: 3708.367432
	Iteration 142Q: 3 clusters Score -1.0542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -10542000.000000 Penalty: 3708.367432
	Iteration 143Q: 3 clusters Score -1.0542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 87856 members 
Entering Unmasked Estep 
Score: -10542009.000000 Penalty: 3708.367432
	Iteration 144Q: 3 clusters Score -1.054201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -10542017.000000 Penalty: 3708.367432
	Iteration 145Q: 3 clusters Score -1.054202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -10542020.000000 Penalty: 3708.367432
	Iteration 146Q: 3 clusters Score -1.054202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 87919 members 
Entering Unmasked Estep 
Score: -10542028.000000 Penalty: 3708.367432
	Iteration 147Q: 3 clusters Score -1.054203e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -10542030.000000 Penalty: 3708.367432
	Iteration 148Q: 3 clusters Score -1.054203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -10542043.000000 Penalty: 3708.367432
	Iteration 149Q: 3 clusters Score -1.054204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -10542055.000000 Penalty: 3708.367432
	Iteration 150Q: 3 clusters Score -1.054206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 87999 members 
Entering Unmasked Estep 
Score: -10542055.000000 Penalty: 3708.367432
	Iteration 151Q: 3 clusters Score -1.054206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -10542047.000000 Penalty: 3708.367432
	Iteration 152Q: 3 clusters Score -1.054205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -10542044.000000 Penalty: 3708.367432
	Iteration 153Q: 3 clusters Score -1.054204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -10542049.000000 Penalty: 3708.367432
	Iteration 154Q: 3 clusters Score -1.054205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -10542050.000000 Penalty: 3708.367432
	Iteration 155Q: 3 clusters Score -1.054205e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -10542058.000000 Penalty: 3708.367432
	Iteration 156Q: 3 clusters Score -1.054206e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -10542073.000000 Penalty: 3708.367432
	Iteration 157Q: 3 clusters Score -1.054207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -10542060.000000 Penalty: 3708.367432
	Iteration 158Q: 3 clusters Score -1.054206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -10542058.000000 Penalty: 3708.367432
	Iteration 159Q: 3 clusters Score -1.054206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -10542065.000000 Penalty: 3708.367432
	Iteration 160F: 3 clusters Score -1.054206e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 88181 members 
Entering Unmasked Estep 
Score: -10542073.000000 Penalty: 3708.367432
	Iteration 161Q: 3 clusters Score -1.054207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -10542088.000000 Penalty: 3708.367432
	Iteration 162Q: 3 clusters Score -1.054209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 88210 members 
Entering Unmasked Estep 
Score: -10542085.000000 Penalty: 3708.367432
	Iteration 163Q: 3 clusters Score -1.054208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -10542080.000000 Penalty: 3708.367432
	Iteration 164Q: 3 clusters Score -1.054208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -10542075.000000 Penalty: 3708.367432
	Iteration 165Q: 3 clusters Score -1.054208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 88246 members 
Entering Unmasked Estep 
Score: -10542067.000000 Penalty: 3708.367432
	Iteration 166Q: 3 clusters Score -1.054207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -10542054.000000 Penalty: 3708.367432
	Iteration 167Q: 3 clusters Score -1.054205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -10542057.000000 Penalty: 3708.367432
	Iteration 168Q: 3 clusters Score -1.054206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -10542052.000000 Penalty: 3708.367432
	Iteration 169Q: 3 clusters Score -1.054205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 88265 members 
Entering Unmasked Estep 
Score: -10542047.000000 Penalty: 3708.367432
	Iteration 170Q: 3 clusters Score -1.054205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 88266 members 
Entering Unmasked Estep 
Score: -10542052.000000 Penalty: 3708.367432
	Iteration 171Q: 3 clusters Score -1.054205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 88271 members 
Entering Unmasked Estep 
Score: -10542052.000000 Penalty: 3708.367432
	Iteration 172Q: 3 clusters Score -1.054205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -10542049.000000 Penalty: 3708.367432
	Iteration 173Q: 3 clusters Score -1.054205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -10542047.000000 Penalty: 3708.367432
	Iteration 174Q: 3 clusters Score -1.054205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -10542053.000000 Penalty: 3708.367432
	Iteration 175Q: 3 clusters Score -1.054205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 88286 members 
Entering Unmasked Estep 
Score: -10542056.000000 Penalty: 3708.367432
	Iteration 176Q: 3 clusters Score -1.054206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 88286 members 
Entering Unmasked Estep 
Score: -10542056.000000 Penalty: 3708.367432
	Iteration 177F: 3 clusters Score -1.054206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Entering Unmasked Estep 
Score: -3227919.750000 Penalty: 1662.366089
	Iteration 0F: 2 clusters Score -3227920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3209153.750000 Penalty: 3324.732178
	Iteration 0F: 3 clusters Score -3209154 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3216132.500000 Penalty: 3324.732178
	Iteration 1F: 3 clusters Score -3216132 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3216480.750000 Penalty: 3324.732178
	Iteration 2Q: 3 clusters Score -3216481 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3216832.500000 Penalty: 3324.732178
	Iteration 3Q: 3 clusters Score -3216832 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3217190.750000 Penalty: 3324.732178
	Iteration 4Q: 3 clusters Score -3217191 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3217590.750000 Penalty: 3324.732178
	Iteration 5Q: 3 clusters Score -3217591 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3218102.750000 Penalty: 3324.732178
	Iteration 6Q: 3 clusters Score -3218103 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3218720.000000 Penalty: 3324.732178
	Iteration 7Q: 3 clusters Score -3218720 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3219575.750000 Penalty: 3324.732178
	Iteration 8Q: 3 clusters Score -3219576 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3220708.000000 Penalty: 3324.732178
	Iteration 9F: 3 clusters Score -3220708 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3221971.750000 Penalty: 3324.732178
	Iteration 10F: 3 clusters Score -3221972 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3222873.250000 Penalty: 3324.732178
	Iteration 11Q: 3 clusters Score -3222873 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3223347.000000 Penalty: 3324.732178
	Iteration 12Q: 3 clusters Score -3223347 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3223679.250000 Penalty: 3324.732178
	Iteration 13Q: 3 clusters Score -3223679 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3223926.500000 Penalty: 3324.732178
	Iteration 14Q: 3 clusters Score -3223926 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3224129.250000 Penalty: 3324.732178
	Iteration 15Q: 3 clusters Score -3224129 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3224346.750000 Penalty: 3324.732178
	Iteration 16Q: 3 clusters Score -3224347 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3224568.250000 Penalty: 3324.732178
	Iteration 17Q: 3 clusters Score -3224568 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3224743.500000 Penalty: 3324.732178
	Iteration 18Q: 3 clusters Score -3224744 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3224950.000000 Penalty: 3324.732178
	Iteration 19Q: 3 clusters Score -3224950 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3225129.250000 Penalty: 3324.732178
	Iteration 20F: 3 clusters Score -3225129 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3225288.750000 Penalty: 3324.732178
	Iteration 21Q: 3 clusters Score -3225289 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3225467.500000 Penalty: 3324.732178
	Iteration 22Q: 3 clusters Score -3225468 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3225640.750000 Penalty: 3324.732178
	Iteration 23Q: 3 clusters Score -3225641 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3225804.000000 Penalty: 3324.732178
	Iteration 24Q: 3 clusters Score -3225804 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3225943.250000 Penalty: 3324.732178
	Iteration 25Q: 3 clusters Score -3225943 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3226072.000000 Penalty: 3324.732178
	Iteration 26Q: 3 clusters Score -3226072 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3226182.000000 Penalty: 3324.732178
	Iteration 27Q: 3 clusters Score -3226182 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3226274.250000 Penalty: 3324.732178
	Iteration 28Q: 3 clusters Score -3226274 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3226375.250000 Penalty: 3324.732178
	Iteration 29Q: 3 clusters Score -3226375 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3226441.750000 Penalty: 3324.732178
	Iteration 30Q: 3 clusters Score -3226442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3226513.250000 Penalty: 3324.732178
	Iteration 31Q: 3 clusters Score -3226513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3226556.000000 Penalty: 3324.732178
	Iteration 32Q: 3 clusters Score -3226556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3226598.500000 Penalty: 3324.732178
	Iteration 33Q: 3 clusters Score -3226598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3226631.000000 Penalty: 3324.732178
	Iteration 34Q: 3 clusters Score -3226631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3226660.750000 Penalty: 3324.732178
	Iteration 35Q: 3 clusters Score -3226661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3226673.250000 Penalty: 3324.732178
	Iteration 36Q: 3 clusters Score -3226673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3226679.750000 Penalty: 3324.732178
	Iteration 37Q: 3 clusters Score -3226680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3226691.500000 Penalty: 3324.732178
	Iteration 38Q: 3 clusters Score -3226692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3226698.500000 Penalty: 3324.732178
	Iteration 39Q: 3 clusters Score -3226698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3226709.500000 Penalty: 3324.732178
	Iteration 40F: 3 clusters Score -3226710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3226712.250000 Penalty: 3324.732178
	Iteration 41Q: 3 clusters Score -3226712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3226718.750000 Penalty: 3324.732178
	Iteration 42Q: 3 clusters Score -3226719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3226723.500000 Penalty: 3324.732178
	Iteration 43Q: 3 clusters Score -3226724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3226726.000000 Penalty: 3324.732178
	Iteration 44Q: 3 clusters Score -3226726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3226726.000000 Penalty: 3324.732178
	Iteration 45Q: 3 clusters Score -3226726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3226730.500000 Penalty: 3324.732178
	Iteration 46Q: 3 clusters Score -3226730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3226733.750000 Penalty: 3324.732178
	Iteration 47Q: 3 clusters Score -3226734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3226734.500000 Penalty: 3324.732178
	Iteration 48Q: 3 clusters Score -3226734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3226737.250000 Penalty: 3324.732178
	Iteration 49Q: 3 clusters Score -3226737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3226737.750000 Penalty: 3324.732178
	Iteration 50Q: 3 clusters Score -3226738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3226748.000000 Penalty: 3324.732178
	Iteration 51Q: 3 clusters Score -3226748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3226763.500000 Penalty: 3324.732178
	Iteration 52Q: 3 clusters Score -3226764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3226773.500000 Penalty: 3324.732178
	Iteration 53Q: 3 clusters Score -3226774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3226779.250000 Penalty: 3324.732178
	Iteration 54Q: 3 clusters Score -3226779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3226784.500000 Penalty: 3324.732178
	Iteration 55Q: 3 clusters Score -3226784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3226787.500000 Penalty: 3324.732178
	Iteration 56Q: 3 clusters Score -3226788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3226788.000000 Penalty: 3324.732178
	Iteration 57Q: 3 clusters Score -3226788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3226786.750000 Penalty: 3324.732178
	Iteration 58Q: 3 clusters Score -3226787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3226786.750000 Penalty: 3324.732178
	Iteration 59F: 3 clusters Score -3226787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -11289.052734 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -11289.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10722.045898 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -10722.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10751.238281 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -10751.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10757.714844 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -10757.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10757.714844 Penalty: 1586.910645
	Iteration 3F: 3 clusters Score -10757.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Entering Unmasked Estep 
Score: -4207563.500000 Penalty: 1706.252197
	Iteration 0F: 2 clusters Score -4207564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -4183274.250000 Penalty: 3412.504395
	Iteration 0F: 3 clusters Score -4183274 nChanged 16768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4192640.000000 Penalty: 3412.504395
	Iteration 1F: 3 clusters Score -4192640 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -4193086.500000 Penalty: 3412.504395
	Iteration 2Q: 3 clusters Score -4193086 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -4193547.250000 Penalty: 3412.504395
	Iteration 3Q: 3 clusters Score -4193547 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -4194041.000000 Penalty: 3412.504395
	Iteration 4Q: 3 clusters Score -4194041 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -4194615.000000 Penalty: 3412.504395
	Iteration 5Q: 3 clusters Score -4194615 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -4195369.500000 Penalty: 3412.504395
	Iteration 6Q: 3 clusters Score -4195370 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -4196297.500000 Penalty: 3412.504395
	Iteration 7Q: 3 clusters Score -4196298 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4197605.000000 Penalty: 3412.504395
	Iteration 8F: 3 clusters Score -4197605 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -4198945.500000 Penalty: 3412.504395
	Iteration 9F: 3 clusters Score -4198946 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -4200174.500000 Penalty: 3412.504395
	Iteration 10F: 3 clusters Score -4200174 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -4200986.500000 Penalty: 3412.504395
	Iteration 11Q: 3 clusters Score -4200986 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4201453.500000 Penalty: 3412.504395
	Iteration 12Q: 3 clusters Score -4201454 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -4201710.500000 Penalty: 3412.504395
	Iteration 13Q: 3 clusters Score -4201710 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -4201916.500000 Penalty: 3412.504395
	Iteration 14Q: 3 clusters Score -4201916 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4202103.500000 Penalty: 3412.504395
	Iteration 15Q: 3 clusters Score -4202104 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -4202266.000000 Penalty: 3412.504395
	Iteration 16Q: 3 clusters Score -4202266 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -4202454.000000 Penalty: 3412.504395
	Iteration 17Q: 3 clusters Score -4202454 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -4202640.500000 Penalty: 3412.504395
	Iteration 18Q: 3 clusters Score -4202640 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -4202815.000000 Penalty: 3412.504395
	Iteration 19Q: 3 clusters Score -4202815 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4203028.500000 Penalty: 3412.504395
	Iteration 20F: 3 clusters Score -4203028 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -4203252.000000 Penalty: 3412.504395
	Iteration 21Q: 3 clusters Score -4203252 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -4203474.500000 Penalty: 3412.504395
	Iteration 22Q: 3 clusters Score -4203474 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -4203700.500000 Penalty: 3412.504395
	Iteration 23Q: 3 clusters Score -4203700 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -4203911.500000 Penalty: 3412.504395
	Iteration 24Q: 3 clusters Score -4203912 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4204144.000000 Penalty: 3412.504395
	Iteration 25Q: 3 clusters Score -4204144 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4204375.000000 Penalty: 3412.504395
	Iteration 26Q: 3 clusters Score -4204375 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -4204626.000000 Penalty: 3412.504395
	Iteration 27Q: 3 clusters Score -4204626 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4204853.000000 Penalty: 3412.504395
	Iteration 28Q: 3 clusters Score -4204853 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4205044.000000 Penalty: 3412.504395
	Iteration 29Q: 3 clusters Score -4205044 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -4205199.500000 Penalty: 3412.504395
	Iteration 30Q: 3 clusters Score -4205200 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -4205359.000000 Penalty: 3412.504395
	Iteration 31Q: 3 clusters Score -4205359 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -4205502.000000 Penalty: 3412.504395
	Iteration 32Q: 3 clusters Score -4205502 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -4205616.000000 Penalty: 3412.504395
	Iteration 33Q: 3 clusters Score -4205616 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4205716.000000 Penalty: 3412.504395
	Iteration 34Q: 3 clusters Score -4205716 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4205783.500000 Penalty: 3412.504395
	Iteration 35Q: 3 clusters Score -4205784 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4205840.000000 Penalty: 3412.504395
	Iteration 36Q: 3 clusters Score -4205840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -4205879.500000 Penalty: 3412.504395
	Iteration 37Q: 3 clusters Score -4205880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -4205903.000000 Penalty: 3412.504395
	Iteration 38Q: 3 clusters Score -4205903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4205953.500000 Penalty: 3412.504395
	Iteration 39Q: 3 clusters Score -4205954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4205981.500000 Penalty: 3412.504395
	Iteration 40F: 3 clusters Score -4205982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4206009.000000 Penalty: 3412.504395
	Iteration 41Q: 3 clusters Score -4206009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -4206025.000000 Penalty: 3412.504395
	Iteration 42Q: 3 clusters Score -4206025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4206042.500000 Penalty: 3412.504395
	Iteration 43Q: 3 clusters Score -4206042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -4206055.500000 Penalty: 3412.504395
	Iteration 44Q: 3 clusters Score -4206056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -4206070.000000 Penalty: 3412.504395
	Iteration 45Q: 3 clusters Score -4206070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -4206080.000000 Penalty: 3412.504395
	Iteration 46Q: 3 clusters Score -4206080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4206086.000000 Penalty: 3412.504395
	Iteration 47Q: 3 clusters Score -4206086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -4206092.000000 Penalty: 3412.504395
	Iteration 48Q: 3 clusters Score -4206092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4206095.000000 Penalty: 3412.504395
	Iteration 49Q: 3 clusters Score -4206095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4206101.000000 Penalty: 3412.504395
	Iteration 50Q: 3 clusters Score -4206101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -4206108.500000 Penalty: 3412.504395
	Iteration 51Q: 3 clusters Score -4206108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -4206116.500000 Penalty: 3412.504395
	Iteration 52Q: 3 clusters Score -4206116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -4206119.500000 Penalty: 3412.504395
	Iteration 53Q: 3 clusters Score -4206120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4206123.500000 Penalty: 3412.504395
	Iteration 54Q: 3 clusters Score -4206124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4206127.000000 Penalty: 3412.504395
	Iteration 55Q: 3 clusters Score -4206127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4206126.500000 Penalty: 3412.504395
	Iteration 56Q: 3 clusters Score -4206126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4206127.500000 Penalty: 3412.504395
	Iteration 57Q: 3 clusters Score -4206128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4206124.500000 Penalty: 3412.504395
	Iteration 58Q: 3 clusters Score -4206124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4206123.000000 Penalty: 3412.504395
	Iteration 59Q: 3 clusters Score -4206123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4206123.000000 Penalty: 3412.504395
	Iteration 60F: 3 clusters Score -4206123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (96402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Entering Unmasked Estep 
Score: -11297952.000000 Penalty: 1864.895874
	Iteration 0F: 2 clusters Score -1.129795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -11235624.000000 Penalty: 3729.791748
	Iteration 0F: 3 clusters Score -1.123562e+07 nChanged 46231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -11261877.000000 Penalty: 3729.791748
	Iteration 1F: 3 clusters Score -1.126188e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -11262363.000000 Penalty: 3729.791748
	Iteration 2Q: 3 clusters Score -1.126236e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -11262843.000000 Penalty: 3729.791748
	Iteration 3Q: 3 clusters Score -1.126284e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -11263316.000000 Penalty: 3729.791748
	Iteration 4Q: 3 clusters Score -1.126332e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -11263863.000000 Penalty: 3729.791748
	Iteration 5Q: 3 clusters Score -1.126386e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -11264389.000000 Penalty: 3729.791748
	Iteration 6Q: 3 clusters Score -1.126439e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -11265131.000000 Penalty: 3729.791748
	Iteration 7Q: 3 clusters Score -1.126513e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -11266037.000000 Penalty: 3729.791748
	Iteration 8Q: 3 clusters Score -1.126604e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -11267243.000000 Penalty: 3729.791748
	Iteration 9Q: 3 clusters Score -1.126724e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -11268982.000000 Penalty: 3729.791748
	Iteration 10Q: 3 clusters Score -1.126898e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -11271198.000000 Penalty: 3729.791748
	Iteration 11Q: 3 clusters Score -1.12712e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -11274583.000000 Penalty: 3729.791748
	Iteration 12F: 3 clusters Score -1.127458e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -11278412.000000 Penalty: 3729.791748
	Iteration 13F: 3 clusters Score -1.127841e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -11280884.000000 Penalty: 3729.791748
	Iteration 14Q: 3 clusters Score -1.128088e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -11281800.000000 Penalty: 3729.791748
	Iteration 15Q: 3 clusters Score -1.12818e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -11282245.000000 Penalty: 3729.791748
	Iteration 16Q: 3 clusters Score -1.128224e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 59556 members 
Entering Unmasked Estep 
Score: -11282495.000000 Penalty: 3729.791748
	Iteration 17Q: 3 clusters Score -1.12825e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -11282773.000000 Penalty: 3729.791748
	Iteration 18Q: 3 clusters Score -1.128277e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -11283101.000000 Penalty: 3729.791748
	Iteration 19Q: 3 clusters Score -1.12831e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 62752 members 
Entering Unmasked Estep 
Score: -11283371.000000 Penalty: 3729.791748
	Iteration 20F: 3 clusters Score -1.128337e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -11283734.000000 Penalty: 3729.791748
	Iteration 21Q: 3 clusters Score -1.128373e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -11284166.000000 Penalty: 3729.791748
	Iteration 22Q: 3 clusters Score -1.128417e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -11284739.000000 Penalty: 3729.791748
	Iteration 23Q: 3 clusters Score -1.128474e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -11285316.000000 Penalty: 3729.791748
	Iteration 24Q: 3 clusters Score -1.128532e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -11285937.000000 Penalty: 3729.791748
	Iteration 25Q: 3 clusters Score -1.128594e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -11286691.000000 Penalty: 3729.791748
	Iteration 26Q: 3 clusters Score -1.128669e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -11287489.000000 Penalty: 3729.791748
	Iteration 27Q: 3 clusters Score -1.128749e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 72149 members 
Entering Unmasked Estep 
Score: -11288355.000000 Penalty: 3729.791748
	Iteration 28Q: 3 clusters Score -1.128836e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 73023 members 
Entering Unmasked Estep 
Score: -11289348.000000 Penalty: 3729.791748
	Iteration 29Q: 3 clusters Score -1.128935e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -11290252.000000 Penalty: 3729.791748
	Iteration 30Q: 3 clusters Score -1.129025e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -11290991.000000 Penalty: 3729.791748
	Iteration 31Q: 3 clusters Score -1.129099e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -11291725.000000 Penalty: 3729.791748
	Iteration 32Q: 3 clusters Score -1.129172e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -11292404.000000 Penalty: 3729.791748
	Iteration 33Q: 3 clusters Score -1.12924e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -11292898.000000 Penalty: 3729.791748
	Iteration 34Q: 3 clusters Score -1.12929e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -11293451.000000 Penalty: 3729.791748
	Iteration 35Q: 3 clusters Score -1.129345e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -11293841.000000 Penalty: 3729.791748
	Iteration 36Q: 3 clusters Score -1.129384e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -11294162.000000 Penalty: 3729.791748
	Iteration 37Q: 3 clusters Score -1.129416e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 73635 members 
Entering Unmasked Estep 
Score: -11294428.000000 Penalty: 3729.791748
	Iteration 38Q: 3 clusters Score -1.129443e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -11294617.000000 Penalty: 3729.791748
	Iteration 39Q: 3 clusters Score -1.129462e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -11294923.000000 Penalty: 3729.791748
	Iteration 40F: 3 clusters Score -1.129492e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
Score: -11295080.000000 Penalty: 3729.791748
	Iteration 41Q: 3 clusters Score -1.129508e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -11295236.000000 Penalty: 3729.791748
	Iteration 42Q: 3 clusters Score -1.129524e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -11295344.000000 Penalty: 3729.791748
	Iteration 43Q: 3 clusters Score -1.129534e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -11295402.000000 Penalty: 3729.791748
	Iteration 44Q: 3 clusters Score -1.12954e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -11295454.000000 Penalty: 3729.791748
	Iteration 45Q: 3 clusters Score -1.129545e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -11295504.000000 Penalty: 3729.791748
	Iteration 46Q: 3 clusters Score -1.12955e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -11295508.000000 Penalty: 3729.791748
	Iteration 47Q: 3 clusters Score -1.129551e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -11295512.000000 Penalty: 3729.791748
	Iteration 48Q: 3 clusters Score -1.129551e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -11295489.000000 Penalty: 3729.791748
	Iteration 49Q: 3 clusters Score -1.129549e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -11295484.000000 Penalty: 3729.791748
	Iteration 50Q: 3 clusters Score -1.129548e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -11295503.000000 Penalty: 3729.791748
	Iteration 51Q: 3 clusters Score -1.12955e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 70979 members 
Entering Unmasked Estep 
Score: -11295500.000000 Penalty: 3729.791748
	Iteration 52Q: 3 clusters Score -1.12955e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -11295476.000000 Penalty: 3729.791748
	Iteration 53Q: 3 clusters Score -1.129548e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -11295482.000000 Penalty: 3729.791748
	Iteration 54Q: 3 clusters Score -1.129548e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -11295480.000000 Penalty: 3729.791748
	Iteration 55Q: 3 clusters Score -1.129548e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -11295482.000000 Penalty: 3729.791748
	Iteration 56Q: 3 clusters Score -1.129548e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -11295504.000000 Penalty: 3729.791748
	Iteration 57Q: 3 clusters Score -1.12955e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -11295510.000000 Penalty: 3729.791748
	Iteration 58Q: 3 clusters Score -1.129551e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -11295502.000000 Penalty: 3729.791748
	Iteration 59Q: 3 clusters Score -1.12955e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -11295483.000000 Penalty: 3729.791748
	Iteration 60F: 3 clusters Score -1.129548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -11295483.000000 Penalty: 3729.791748
	Iteration 61Q: 3 clusters Score -1.129548e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -11295486.000000 Penalty: 3729.791748
	Iteration 62Q: 3 clusters Score -1.129549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -11295485.000000 Penalty: 3729.791748
	Iteration 63Q: 3 clusters Score -1.129548e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 70380 members 
Entering Unmasked Estep 
Score: -11295493.000000 Penalty: 3729.791748
	Iteration 64Q: 3 clusters Score -1.129549e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -11295492.000000 Penalty: 3729.791748
	Iteration 65Q: 3 clusters Score -1.129549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -11295496.000000 Penalty: 3729.791748
	Iteration 66Q: 3 clusters Score -1.12955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -11295494.000000 Penalty: 3729.791748
	Iteration 67Q: 3 clusters Score -1.129549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -11295507.000000 Penalty: 3729.791748
	Iteration 68Q: 3 clusters Score -1.129551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -11295505.000000 Penalty: 3729.791748
	Iteration 69Q: 3 clusters Score -1.12955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -11295505.000000 Penalty: 3729.791748
	Iteration 70Q: 3 clusters Score -1.12955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -11295499.000000 Penalty: 3729.791748
	Iteration 71Q: 3 clusters Score -1.12955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -11295501.000000 Penalty: 3729.791748
	Iteration 72Q: 3 clusters Score -1.12955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -11295501.000000 Penalty: 3729.791748
	Iteration 73Q: 3 clusters Score -1.12955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -11295496.000000 Penalty: 3729.791748
	Iteration 74Q: 3 clusters Score -1.12955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -11295488.000000 Penalty: 3729.791748
	Iteration 75Q: 3 clusters Score -1.129549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -11295483.000000 Penalty: 3729.791748
	Iteration 76Q: 3 clusters Score -1.129548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -11295484.000000 Penalty: 3729.791748
	Iteration 77Q: 3 clusters Score -1.129548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -11295497.000000 Penalty: 3729.791748
	Iteration 78Q: 3 clusters Score -1.12955e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -11295494.000000 Penalty: 3729.791748
	Iteration 79Q: 3 clusters Score -1.129549e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -11295494.000000 Penalty: 3729.791748
	Iteration 80F: 3 clusters Score -1.129549e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -11295468.000000 Penalty: 3729.791748
	Iteration 81Q: 3 clusters Score -1.129547e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -11295488.000000 Penalty: 3729.791748
	Iteration 82Q: 3 clusters Score -1.129549e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -11295486.000000 Penalty: 3729.791748
	Iteration 83Q: 3 clusters Score -1.129549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -11295491.000000 Penalty: 3729.791748
	Iteration 84Q: 3 clusters Score -1.129549e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -11295487.000000 Penalty: 3729.791748
	Iteration 85Q: 3 clusters Score -1.129549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -11295482.000000 Penalty: 3729.791748
	Iteration 86Q: 3 clusters Score -1.129548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -11295479.000000 Penalty: 3729.791748
	Iteration 87Q: 3 clusters Score -1.129548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -11295491.000000 Penalty: 3729.791748
	Iteration 88Q: 3 clusters Score -1.129549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -11295492.000000 Penalty: 3729.791748
	Iteration 89Q: 3 clusters Score -1.129549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -11295481.000000 Penalty: 3729.791748
	Iteration 90Q: 3 clusters Score -1.129548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -11295481.000000 Penalty: 3729.791748
	Iteration 91Q: 3 clusters Score -1.129548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 69708 members 
Entering Unmasked Estep 
Score: -11295486.000000 Penalty: 3729.791748
	Iteration 92Q: 3 clusters Score -1.129549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -11295489.000000 Penalty: 3729.791748
	Iteration 93Q: 3 clusters Score -1.129549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -11295492.000000 Penalty: 3729.791748
	Iteration 94Q: 3 clusters Score -1.129549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -11295480.000000 Penalty: 3729.791748
	Iteration 95Q: 3 clusters Score -1.129548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -11295492.000000 Penalty: 3729.791748
	Iteration 96Q: 3 clusters Score -1.129549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -11295478.000000 Penalty: 3729.791748
	Iteration 97Q: 3 clusters Score -1.129548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -11295482.000000 Penalty: 3729.791748
	Iteration 98Q: 3 clusters Score -1.129548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -11295473.000000 Penalty: 3729.791748
	Iteration 99Q: 3 clusters Score -1.129547e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -11295474.000000 Penalty: 3729.791748
	Iteration 100F: 3 clusters Score -1.129547e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -11295473.000000 Penalty: 3729.791748
	Iteration 101Q: 3 clusters Score -1.129547e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -11295484.000000 Penalty: 3729.791748
	Iteration 102Q: 3 clusters Score -1.129548e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -11295476.000000 Penalty: 3729.791748
	Iteration 103Q: 3 clusters Score -1.129548e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -11295486.000000 Penalty: 3729.791748
	Iteration 104Q: 3 clusters Score -1.129549e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -11295491.000000 Penalty: 3729.791748
	Iteration 105Q: 3 clusters Score -1.129549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -11295504.000000 Penalty: 3729.791748
	Iteration 106Q: 3 clusters Score -1.12955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
Score: -11295511.000000 Penalty: 3729.791748
	Iteration 107Q: 3 clusters Score -1.129551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -11295517.000000 Penalty: 3729.791748
	Iteration 108Q: 3 clusters Score -1.129552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -11295508.000000 Penalty: 3729.791748
	Iteration 109Q: 3 clusters Score -1.129551e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -11295510.000000 Penalty: 3729.791748
	Iteration 110Q: 3 clusters Score -1.129551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -11295504.000000 Penalty: 3729.791748
	Iteration 111Q: 3 clusters Score -1.12955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -11295493.000000 Penalty: 3729.791748
	Iteration 112Q: 3 clusters Score -1.129549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -11295487.000000 Penalty: 3729.791748
	Iteration 113Q: 3 clusters Score -1.129549e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -11295495.000000 Penalty: 3729.791748
	Iteration 114Q: 3 clusters Score -1.12955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 69180 members 
Entering Unmasked Estep 
Score: -11295505.000000 Penalty: 3729.791748
	Iteration 115Q: 3 clusters Score -1.12955e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -11295509.000000 Penalty: 3729.791748
	Iteration 116Q: 3 clusters Score -1.129551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -11295498.000000 Penalty: 3729.791748
	Iteration 117Q: 3 clusters Score -1.12955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -11295503.000000 Penalty: 3729.791748
	Iteration 118Q: 3 clusters Score -1.12955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -11295512.000000 Penalty: 3729.791748
	Iteration 119Q: 3 clusters Score -1.129551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -11295504.000000 Penalty: 3729.791748
	Iteration 120F: 3 clusters Score -1.12955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -11295510.000000 Penalty: 3729.791748
	Iteration 121Q: 3 clusters Score -1.129551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -11295502.000000 Penalty: 3729.791748
	Iteration 122Q: 3 clusters Score -1.12955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -11295510.000000 Penalty: 3729.791748
	Iteration 123Q: 3 clusters Score -1.129551e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -11295499.000000 Penalty: 3729.791748
	Iteration 124Q: 3 clusters Score -1.12955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -11295507.000000 Penalty: 3729.791748
	Iteration 125Q: 3 clusters Score -1.129551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -11295505.000000 Penalty: 3729.791748
	Iteration 126Q: 3 clusters Score -1.12955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -11295509.000000 Penalty: 3729.791748
	Iteration 127Q: 3 clusters Score -1.129551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -11295507.000000 Penalty: 3729.791748
	Iteration 128Q: 3 clusters Score -1.129551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -11295507.000000 Penalty: 3729.791748
	Iteration 129Q: 3 clusters Score -1.129551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -11295501.000000 Penalty: 3729.791748
	Iteration 130Q: 3 clusters Score -1.12955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -11295502.000000 Penalty: 3729.791748
	Iteration 131Q: 3 clusters Score -1.12955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -11295500.000000 Penalty: 3729.791748
	Iteration 132Q: 3 clusters Score -1.12955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -11295493.000000 Penalty: 3729.791748
	Iteration 133Q: 3 clusters Score -1.129549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -11295487.000000 Penalty: 3729.791748
	Iteration 134Q: 3 clusters Score -1.129549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -11295484.000000 Penalty: 3729.791748
	Iteration 135Q: 3 clusters Score -1.129548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 68885 members 
Entering Unmasked Estep 
Score: -11295489.000000 Penalty: 3729.791748
	Iteration 136Q: 3 clusters Score -1.129549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -11295499.000000 Penalty: 3729.791748
	Iteration 137Q: 3 clusters Score -1.12955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -11295503.000000 Penalty: 3729.791748
	Iteration 138Q: 3 clusters Score -1.12955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -11295494.000000 Penalty: 3729.791748
	Iteration 139Q: 3 clusters Score -1.129549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -11295504.000000 Penalty: 3729.791748
	Iteration 140F: 3 clusters Score -1.12955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 68821 members 
Entering Unmasked Estep 
Score: -11295510.000000 Penalty: 3729.791748
	Iteration 141Q: 3 clusters Score -1.129551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -11295510.000000 Penalty: 3729.791748
	Iteration 142Q: 3 clusters Score -1.129551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -11295506.000000 Penalty: 3729.791748
	Iteration 143Q: 3 clusters Score -1.129551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -11295510.000000 Penalty: 3729.791748
	Iteration 144Q: 3 clusters Score -1.129551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -11295511.000000 Penalty: 3729.791748
	Iteration 145Q: 3 clusters Score -1.129551e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -11295512.000000 Penalty: 3729.791748
	Iteration 146Q: 3 clusters Score -1.129551e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -11295512.000000 Penalty: 3729.791748
	Iteration 147Q: 3 clusters Score -1.129551e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -11295523.000000 Penalty: 3729.791748
	Iteration 148Q: 3 clusters Score -1.129552e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -11295540.000000 Penalty: 3729.791748
	Iteration 149Q: 3 clusters Score -1.129554e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -11295540.000000 Penalty: 3729.791748
	Iteration 150Q: 3 clusters Score -1.129554e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -11295554.000000 Penalty: 3729.791748
	Iteration 151Q: 3 clusters Score -1.129555e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -11295545.000000 Penalty: 3729.791748
	Iteration 152Q: 3 clusters Score -1.129554e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -11295549.000000 Penalty: 3729.791748
	Iteration 153Q: 3 clusters Score -1.129555e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -11295545.000000 Penalty: 3729.791748
	Iteration 154Q: 3 clusters Score -1.129554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -11295554.000000 Penalty: 3729.791748
	Iteration 155Q: 3 clusters Score -1.129555e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -11295547.000000 Penalty: 3729.791748
	Iteration 156Q: 3 clusters Score -1.129555e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -11295554.000000 Penalty: 3729.791748
	Iteration 157Q: 3 clusters Score -1.129555e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
Score: -11295540.000000 Penalty: 3729.791748
	Iteration 158Q: 3 clusters Score -1.129554e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -11295546.000000 Penalty: 3729.791748
	Iteration 159Q: 3 clusters Score -1.129555e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 68148 members 
Entering Unmasked Estep 
Score: -11295550.000000 Penalty: 3729.791748
	Iteration 160F: 3 clusters Score -1.129555e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -11295532.000000 Penalty: 3729.791748
	Iteration 161Q: 3 clusters Score -1.129553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -11295546.000000 Penalty: 3729.791748
	Iteration 162Q: 3 clusters Score -1.129555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -11295533.000000 Penalty: 3729.791748
	Iteration 163Q: 3 clusters Score -1.129553e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -11295558.000000 Penalty: 3729.791748
	Iteration 164Q: 3 clusters Score -1.129556e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -11295540.000000 Penalty: 3729.791748
	Iteration 165Q: 3 clusters Score -1.129554e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -11295549.000000 Penalty: 3729.791748
	Iteration 166Q: 3 clusters Score -1.129555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -11295556.000000 Penalty: 3729.791748
	Iteration 167Q: 3 clusters Score -1.129556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -11295549.000000 Penalty: 3729.791748
	Iteration 168Q: 3 clusters Score -1.129555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -11295549.000000 Penalty: 3729.791748
	Iteration 169Q: 3 clusters Score -1.129555e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 67850 members 
Entering Unmasked Estep 
Score: -11295537.000000 Penalty: 3729.791748
	Iteration 170Q: 3 clusters Score -1.129554e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -11295530.000000 Penalty: 3729.791748
	Iteration 171Q: 3 clusters Score -1.129553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -11295529.000000 Penalty: 3729.791748
	Iteration 172Q: 3 clusters Score -1.129553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -11295522.000000 Penalty: 3729.791748
	Iteration 173Q: 3 clusters Score -1.129552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -11295542.000000 Penalty: 3729.791748
	Iteration 174Q: 3 clusters Score -1.129554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -11295548.000000 Penalty: 3729.791748
	Iteration 175Q: 3 clusters Score -1.129555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
Score: -11295544.000000 Penalty: 3729.791748
	Iteration 176Q: 3 clusters Score -1.129554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -11295540.000000 Penalty: 3729.791748
	Iteration 177Q: 3 clusters Score -1.129554e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -11295544.000000 Penalty: 3729.791748
	Iteration 178Q: 3 clusters Score -1.129554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -11295541.000000 Penalty: 3729.791748
	Iteration 179Q: 3 clusters Score -1.129554e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 67624 members 
Entering Unmasked Estep 
Score: -11295551.000000 Penalty: 3729.791748
	Iteration 180F: 3 clusters Score -1.129555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -11295565.000000 Penalty: 3729.791748
	Iteration 181Q: 3 clusters Score -1.129556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -11295566.000000 Penalty: 3729.791748
	Iteration 182Q: 3 clusters Score -1.129557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -11295568.000000 Penalty: 3729.791748
	Iteration 183Q: 3 clusters Score -1.129557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -11295561.000000 Penalty: 3729.791748
	Iteration 184Q: 3 clusters Score -1.129556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -11295567.000000 Penalty: 3729.791748
	Iteration 185Q: 3 clusters Score -1.129557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -11295562.000000 Penalty: 3729.791748
	Iteration 186Q: 3 clusters Score -1.129556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
Score: -11295572.000000 Penalty: 3729.791748
	Iteration 187Q: 3 clusters Score -1.129557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -11295565.000000 Penalty: 3729.791748
	Iteration 188Q: 3 clusters Score -1.129556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -11295577.000000 Penalty: 3729.791748
	Iteration 189Q: 3 clusters Score -1.129558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -11295585.000000 Penalty: 3729.791748
	Iteration 190Q: 3 clusters Score -1.129558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -11295568.000000 Penalty: 3729.791748
	Iteration 191Q: 3 clusters Score -1.129557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 67481 members 
Entering Unmasked Estep 
Score: -11295570.000000 Penalty: 3729.791748
	Iteration 192Q: 3 clusters Score -1.129557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -11295565.000000 Penalty: 3729.791748
	Iteration 193Q: 3 clusters Score -1.129556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -11295573.000000 Penalty: 3729.791748
	Iteration 194Q: 3 clusters Score -1.129557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -11295579.000000 Penalty: 3729.791748
	Iteration 195Q: 3 clusters Score -1.129558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -11295579.000000 Penalty: 3729.791748
	Iteration 196Q: 3 clusters Score -1.129558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -11295571.000000 Penalty: 3729.791748
	Iteration 197Q: 3 clusters Score -1.129557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -11295567.000000 Penalty: 3729.791748
	Iteration 198Q: 3 clusters Score -1.129557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -11295557.000000 Penalty: 3729.791748
	Iteration 199Q: 3 clusters Score -1.129556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -11295574.000000 Penalty: 3729.791748
	Iteration 200F: 3 clusters Score -1.129557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -11295573.000000 Penalty: 3729.791748
	Iteration 201Q: 3 clusters Score -1.129557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -11295583.000000 Penalty: 3729.791748
	Iteration 202Q: 3 clusters Score -1.129558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -11295583.000000 Penalty: 3729.791748
	Iteration 203Q: 3 clusters Score -1.129558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -11295586.000000 Penalty: 3729.791748
	Iteration 204Q: 3 clusters Score -1.129559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -11295587.000000 Penalty: 3729.791748
	Iteration 205Q: 3 clusters Score -1.129559e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -11295583.000000 Penalty: 3729.791748
	Iteration 206Q: 3 clusters Score -1.129558e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -11295569.000000 Penalty: 3729.791748
	Iteration 207Q: 3 clusters Score -1.129557e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -11295561.000000 Penalty: 3729.791748
	Iteration 208Q: 3 clusters Score -1.129556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -11295560.000000 Penalty: 3729.791748
	Iteration 209Q: 3 clusters Score -1.129556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -11295561.000000 Penalty: 3729.791748
	Iteration 210Q: 3 clusters Score -1.129556e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -11295570.000000 Penalty: 3729.791748
	Iteration 211Q: 3 clusters Score -1.129557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -11295564.000000 Penalty: 3729.791748
	Iteration 212Q: 3 clusters Score -1.129556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -11295584.000000 Penalty: 3729.791748
	Iteration 213Q: 3 clusters Score -1.129558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -11295570.000000 Penalty: 3729.791748
	Iteration 214Q: 3 clusters Score -1.129557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -11295578.000000 Penalty: 3729.791748
	Iteration 215Q: 3 clusters Score -1.129558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -11295583.000000 Penalty: 3729.791748
	Iteration 216Q: 3 clusters Score -1.129558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -11295569.000000 Penalty: 3729.791748
	Iteration 217Q: 3 clusters Score -1.129557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -11295557.000000 Penalty: 3729.791748
	Iteration 218Q: 3 clusters Score -1.129556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -11295563.000000 Penalty: 3729.791748
	Iteration 219Q: 3 clusters Score -1.129556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -11295558.000000 Penalty: 3729.791748
	Iteration 220F: 3 clusters Score -1.129556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -11295547.000000 Penalty: 3729.791748
	Iteration 221Q: 3 clusters Score -1.129555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -11295548.000000 Penalty: 3729.791748
	Iteration 222Q: 3 clusters Score -1.129555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -11295552.000000 Penalty: 3729.791748
	Iteration 223Q: 3 clusters Score -1.129555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -11295560.000000 Penalty: 3729.791748
	Iteration 224Q: 3 clusters Score -1.129556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -11295556.000000 Penalty: 3729.791748
	Iteration 225Q: 3 clusters Score -1.129556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -11295560.000000 Penalty: 3729.791748
	Iteration 226Q: 3 clusters Score -1.129556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -11295564.000000 Penalty: 3729.791748
	Iteration 227Q: 3 clusters Score -1.129556e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -11295558.000000 Penalty: 3729.791748
	Iteration 228Q: 3 clusters Score -1.129556e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -11295570.000000 Penalty: 3729.791748
	Iteration 229Q: 3 clusters Score -1.129557e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -11295577.000000 Penalty: 3729.791748
	Iteration 230Q: 3 clusters Score -1.129558e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -11295586.000000 Penalty: 3729.791748
	Iteration 231Q: 3 clusters Score -1.129559e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -11295577.000000 Penalty: 3729.791748
	Iteration 232Q: 3 clusters Score -1.129558e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 66487 members 
Entering Unmasked Estep 
Score: -11295577.000000 Penalty: 3729.791748
	Iteration 233Q: 3 clusters Score -1.129558e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -11295577.000000 Penalty: 3729.791748
	Iteration 234Q: 3 clusters Score -1.129558e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -11295559.000000 Penalty: 3729.791748
	Iteration 235Q: 3 clusters Score -1.129556e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -11295563.000000 Penalty: 3729.791748
	Iteration 236Q: 3 clusters Score -1.129556e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -11295558.000000 Penalty: 3729.791748
	Iteration 237Q: 3 clusters Score -1.129556e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -11295551.000000 Penalty: 3729.791748
	Iteration 238Q: 3 clusters Score -1.129555e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -11295565.000000 Penalty: 3729.791748
	Iteration 239Q: 3 clusters Score -1.129556e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -11295566.000000 Penalty: 3729.791748
	Iteration 240F: 3 clusters Score -1.129557e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -11295555.000000 Penalty: 3729.791748
	Iteration 241Q: 3 clusters Score -1.129556e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -11295569.000000 Penalty: 3729.791748
	Iteration 242Q: 3 clusters Score -1.129557e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -11295579.000000 Penalty: 3729.791748
	Iteration 243Q: 3 clusters Score -1.129558e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -11295575.000000 Penalty: 3729.791748
	Iteration 244Q: 3 clusters Score -1.129558e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -11295582.000000 Penalty: 3729.791748
	Iteration 245Q: 3 clusters Score -1.129558e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -11295569.000000 Penalty: 3729.791748
	Iteration 246Q: 3 clusters Score -1.129557e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -11295556.000000 Penalty: 3729.791748
	Iteration 247Q: 3 clusters Score -1.129556e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -11295565.000000 Penalty: 3729.791748
	Iteration 248Q: 3 clusters Score -1.129556e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -11295564.000000 Penalty: 3729.791748
	Iteration 249Q: 3 clusters Score -1.129556e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -11295575.000000 Penalty: 3729.791748
	Iteration 250Q: 3 clusters Score -1.129558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -11295571.000000 Penalty: 3729.791748
	Iteration 251Q: 3 clusters Score -1.129557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -11295570.000000 Penalty: 3729.791748
	Iteration 252Q: 3 clusters Score -1.129557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -11295559.000000 Penalty: 3729.791748
	Iteration 253Q: 3 clusters Score -1.129556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -11295576.000000 Penalty: 3729.791748
	Iteration 254Q: 3 clusters Score -1.129558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -11295576.000000 Penalty: 3729.791748
	Iteration 255Q: 3 clusters Score -1.129558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -11295572.000000 Penalty: 3729.791748
	Iteration 256Q: 3 clusters Score -1.129557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -11295566.000000 Penalty: 3729.791748
	Iteration 257Q: 3 clusters Score -1.129557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -11295583.000000 Penalty: 3729.791748
	Iteration 258Q: 3 clusters Score -1.129558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -11295585.000000 Penalty: 3729.791748
	Iteration 259Q: 3 clusters Score -1.129558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -11295569.000000 Penalty: 3729.791748
	Iteration 260F: 3 clusters Score -1.129557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -11295560.000000 Penalty: 3729.791748
	Iteration 261Q: 3 clusters Score -1.129556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -11295567.000000 Penalty: 3729.791748
	Iteration 262Q: 3 clusters Score -1.129557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -11295569.000000 Penalty: 3729.791748
	Iteration 263Q: 3 clusters Score -1.129557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -11295561.000000 Penalty: 3729.791748
	Iteration 264Q: 3 clusters Score -1.129556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -11295588.000000 Penalty: 3729.791748
	Iteration 265Q: 3 clusters Score -1.129559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -11295586.000000 Penalty: 3729.791748
	Iteration 266Q: 3 clusters Score -1.129559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -11295586.000000 Penalty: 3729.791748
	Iteration 267Q: 3 clusters Score -1.129559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -11295579.000000 Penalty: 3729.791748
	Iteration 268Q: 3 clusters Score -1.129558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -11295574.000000 Penalty: 3729.791748
	Iteration 269Q: 3 clusters Score -1.129557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -11295570.000000 Penalty: 3729.791748
	Iteration 270Q: 3 clusters Score -1.129557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -11295572.000000 Penalty: 3729.791748
	Iteration 271Q: 3 clusters Score -1.129557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -11295578.000000 Penalty: 3729.791748
	Iteration 272Q: 3 clusters Score -1.129558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -11295571.000000 Penalty: 3729.791748
	Iteration 273Q: 3 clusters Score -1.129557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -11295568.000000 Penalty: 3729.791748
	Iteration 274Q: 3 clusters Score -1.129557e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -11295555.000000 Penalty: 3729.791748
	Iteration 275Q: 3 clusters Score -1.129556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -11295557.000000 Penalty: 3729.791748
	Iteration 276Q: 3 clusters Score -1.129556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -11295558.000000 Penalty: 3729.791748
	Iteration 277Q: 3 clusters Score -1.129556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -11295552.000000 Penalty: 3729.791748
	Iteration 278Q: 3 clusters Score -1.129555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -11295543.000000 Penalty: 3729.791748
	Iteration 279Q: 3 clusters Score -1.129554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -11295538.000000 Penalty: 3729.791748
	Iteration 280F: 3 clusters Score -1.129554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -11295541.000000 Penalty: 3729.791748
	Iteration 281Q: 3 clusters Score -1.129554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -11295536.000000 Penalty: 3729.791748
	Iteration 282Q: 3 clusters Score -1.129554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -11295545.000000 Penalty: 3729.791748
	Iteration 283Q: 3 clusters Score -1.129554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -11295545.000000 Penalty: 3729.791748
	Iteration 284Q: 3 clusters Score -1.129554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -11295558.000000 Penalty: 3729.791748
	Iteration 285Q: 3 clusters Score -1.129556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -11295572.000000 Penalty: 3729.791748
	Iteration 286Q: 3 clusters Score -1.129557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -11295565.000000 Penalty: 3729.791748
	Iteration 287Q: 3 clusters Score -1.129556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -11295571.000000 Penalty: 3729.791748
	Iteration 288Q: 3 clusters Score -1.129557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -11295580.000000 Penalty: 3729.791748
	Iteration 289Q: 3 clusters Score -1.129558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -11295572.000000 Penalty: 3729.791748
	Iteration 290Q: 3 clusters Score -1.129557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -11295565.000000 Penalty: 3729.791748
	Iteration 291Q: 3 clusters Score -1.129556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -11295554.000000 Penalty: 3729.791748
	Iteration 292Q: 3 clusters Score -1.129555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -11295568.000000 Penalty: 3729.791748
	Iteration 293Q: 3 clusters Score -1.129557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -11295565.000000 Penalty: 3729.791748
	Iteration 294Q: 3 clusters Score -1.129556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -11295570.000000 Penalty: 3729.791748
	Iteration 295Q: 3 clusters Score -1.129557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -11295580.000000 Penalty: 3729.791748
	Iteration 296Q: 3 clusters Score -1.129558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -11295574.000000 Penalty: 3729.791748
	Iteration 297Q: 3 clusters Score -1.129557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -11295571.000000 Penalty: 3729.791748
	Iteration 298Q: 3 clusters Score -1.129557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -11295569.000000 Penalty: 3729.791748
	Iteration 299Q: 3 clusters Score -1.129557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -11295573.000000 Penalty: 3729.791748
	Iteration 300F: 3 clusters Score -1.129557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -11295568.000000 Penalty: 3729.791748
	Iteration 301Q: 3 clusters Score -1.129557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -11295575.000000 Penalty: 3729.791748
	Iteration 302Q: 3 clusters Score -1.129558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -11295579.000000 Penalty: 3729.791748
	Iteration 303Q: 3 clusters Score -1.129558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -11295568.000000 Penalty: 3729.791748
	Iteration 304Q: 3 clusters Score -1.129557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -11295557.000000 Penalty: 3729.791748
	Iteration 305Q: 3 clusters Score -1.129556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -11295551.000000 Penalty: 3729.791748
	Iteration 306Q: 3 clusters Score -1.129555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -11295551.000000 Penalty: 3729.791748
	Iteration 307Q: 3 clusters Score -1.129555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -11295553.000000 Penalty: 3729.791748
	Iteration 308Q: 3 clusters Score -1.129555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -11295556.000000 Penalty: 3729.791748
	Iteration 309Q: 3 clusters Score -1.129556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -11295554.000000 Penalty: 3729.791748
	Iteration 310Q: 3 clusters Score -1.129555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -11295553.000000 Penalty: 3729.791748
	Iteration 311Q: 3 clusters Score -1.129555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -11295551.000000 Penalty: 3729.791748
	Iteration 312Q: 3 clusters Score -1.129555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -11295546.000000 Penalty: 3729.791748
	Iteration 313Q: 3 clusters Score -1.129555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -11295550.000000 Penalty: 3729.791748
	Iteration 314Q: 3 clusters Score -1.129555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -11295551.000000 Penalty: 3729.791748
	Iteration 315Q: 3 clusters Score -1.129555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -11295555.000000 Penalty: 3729.791748
	Iteration 316Q: 3 clusters Score -1.129556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -11295555.000000 Penalty: 3729.791748
	Iteration 317F: 3 clusters Score -1.129556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Entering Unmasked Estep 
Score: -1731087.250000 Penalty: 1560.628418
	Iteration 0F: 2 clusters Score -1731087 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 7457 members 
Entering Unmasked Estep 
Score: -1720722.500000 Penalty: 3121.256836
	Iteration 0F: 3 clusters Score -1720722 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1724273.375000 Penalty: 3121.256836
	Iteration 1F: 3 clusters Score -1724273 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1724614.875000 Penalty: 3121.256836
	Iteration 2F: 3 clusters Score -1724615 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1724910.500000 Penalty: 3121.256836
	Iteration 3Q: 3 clusters Score -1724910 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1725191.875000 Penalty: 3121.256836
	Iteration 4Q: 3 clusters Score -1725192 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1725441.375000 Penalty: 3121.256836
	Iteration 5Q: 3 clusters Score -1725441 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1725677.875000 Penalty: 3121.256836
	Iteration 6Q: 3 clusters Score -1725678 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1725931.000000 Penalty: 3121.256836
	Iteration 7Q: 3 clusters Score -1725931 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1726223.500000 Penalty: 3121.256836
	Iteration 8Q: 3 clusters Score -1726224 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1726583.250000 Penalty: 3121.256836
	Iteration 9Q: 3 clusters Score -1726583 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1727015.625000 Penalty: 3121.256836
	Iteration 10Q: 3 clusters Score -1727016 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1727509.250000 Penalty: 3121.256836
	Iteration 11Q: 3 clusters Score -1727509 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1727905.375000 Penalty: 3121.256836
	Iteration 12Q: 3 clusters Score -1727905 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1728162.750000 Penalty: 3121.256836
	Iteration 13Q: 3 clusters Score -1728163 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1728335.750000 Penalty: 3121.256836
	Iteration 14Q: 3 clusters Score -1728336 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1728443.500000 Penalty: 3121.256836
	Iteration 15Q: 3 clusters Score -1728444 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1728530.625000 Penalty: 3121.256836
	Iteration 16Q: 3 clusters Score -1728531 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1728612.375000 Penalty: 3121.256836
	Iteration 17Q: 3 clusters Score -1728612 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1728677.000000 Penalty: 3121.256836
	Iteration 18Q: 3 clusters Score -1728677 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1728751.250000 Penalty: 3121.256836
	Iteration 19Q: 3 clusters Score -1728751 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1728820.125000 Penalty: 3121.256836
	Iteration 20F: 3 clusters Score -1728820 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1728903.250000 Penalty: 3121.256836
	Iteration 21Q: 3 clusters Score -1728903 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1728960.125000 Penalty: 3121.256836
	Iteration 22Q: 3 clusters Score -1728960 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1729008.000000 Penalty: 3121.256836
	Iteration 23Q: 3 clusters Score -1729008 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1729058.000000 Penalty: 3121.256836
	Iteration 24Q: 3 clusters Score -1729058 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1729108.500000 Penalty: 3121.256836
	Iteration 25Q: 3 clusters Score -1729108 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1729148.125000 Penalty: 3121.256836
	Iteration 26Q: 3 clusters Score -1729148 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1729196.000000 Penalty: 3121.256836
	Iteration 27Q: 3 clusters Score -1729196 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1729230.375000 Penalty: 3121.256836
	Iteration 28Q: 3 clusters Score -1729230 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1729270.375000 Penalty: 3121.256836
	Iteration 29Q: 3 clusters Score -1729270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1729291.375000 Penalty: 3121.256836
	Iteration 30Q: 3 clusters Score -1729291 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1729316.250000 Penalty: 3121.256836
	Iteration 31Q: 3 clusters Score -1729316 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1729334.750000 Penalty: 3121.256836
	Iteration 32Q: 3 clusters Score -1729335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1729360.750000 Penalty: 3121.256836
	Iteration 33Q: 3 clusters Score -1729361 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1729387.000000 Penalty: 3121.256836
	Iteration 34Q: 3 clusters Score -1729387 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1729407.250000 Penalty: 3121.256836
	Iteration 35Q: 3 clusters Score -1729407 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1729420.250000 Penalty: 3121.256836
	Iteration 36Q: 3 clusters Score -1729420 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1729432.500000 Penalty: 3121.256836
	Iteration 37Q: 3 clusters Score -1729432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1729440.625000 Penalty: 3121.256836
	Iteration 38Q: 3 clusters Score -1729441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1729449.750000 Penalty: 3121.256836
	Iteration 39Q: 3 clusters Score -1729450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1729464.000000 Penalty: 3121.256836
	Iteration 40F: 3 clusters Score -1729464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1729482.375000 Penalty: 3121.256836
	Iteration 41Q: 3 clusters Score -1729482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1729500.500000 Penalty: 3121.256836
	Iteration 42Q: 3 clusters Score -1729500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1729511.750000 Penalty: 3121.256836
	Iteration 43Q: 3 clusters Score -1729512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1729521.750000 Penalty: 3121.256836
	Iteration 44Q: 3 clusters Score -1729522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1729530.000000 Penalty: 3121.256836
	Iteration 45Q: 3 clusters Score -1729530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1729538.250000 Penalty: 3121.256836
	Iteration 46Q: 3 clusters Score -1729538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1729543.250000 Penalty: 3121.256836
	Iteration 47Q: 3 clusters Score -1729543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1729550.500000 Penalty: 3121.256836
	Iteration 48Q: 3 clusters Score -1729550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1729557.875000 Penalty: 3121.256836
	Iteration 49Q: 3 clusters Score -1729558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1729565.375000 Penalty: 3121.256836
	Iteration 50Q: 3 clusters Score -1729565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1729569.625000 Penalty: 3121.256836
	Iteration 51Q: 3 clusters Score -1729570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1729586.000000 Penalty: 3121.256836
	Iteration 52Q: 3 clusters Score -1729586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1729593.125000 Penalty: 3121.256836
	Iteration 53Q: 3 clusters Score -1729593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1729593.625000 Penalty: 3121.256836
	Iteration 54Q: 3 clusters Score -1729594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1729599.375000 Penalty: 3121.256836
	Iteration 55Q: 3 clusters Score -1729599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1729597.250000 Penalty: 3121.256836
	Iteration 56Q: 3 clusters Score -1729597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1729604.125000 Penalty: 3121.256836
	Iteration 57Q: 3 clusters Score -1729604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1729606.875000 Penalty: 3121.256836
	Iteration 58Q: 3 clusters Score -1729607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1729605.250000 Penalty: 3121.256836
	Iteration 59Q: 3 clusters Score -1729605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1729605.125000 Penalty: 3121.256836
	Iteration 60F: 3 clusters Score -1729605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1729604.625000 Penalty: 3121.256836
	Iteration 61Q: 3 clusters Score -1729605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1729605.125000 Penalty: 3121.256836
	Iteration 62Q: 3 clusters Score -1729605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1729610.125000 Penalty: 3121.256836
	Iteration 63Q: 3 clusters Score -1729610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1729614.125000 Penalty: 3121.256836
	Iteration 64Q: 3 clusters Score -1729614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1729614.625000 Penalty: 3121.256836
	Iteration 65Q: 3 clusters Score -1729615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1729615.125000 Penalty: 3121.256836
	Iteration 66Q: 3 clusters Score -1729615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1729618.750000 Penalty: 3121.256836
	Iteration 67Q: 3 clusters Score -1729619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1729622.000000 Penalty: 3121.256836
	Iteration 68Q: 3 clusters Score -1729622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1729622.000000 Penalty: 3121.256836
	Iteration 69Q: 3 clusters Score -1729622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1729626.750000 Penalty: 3121.256836
	Iteration 70Q: 3 clusters Score -1729627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1729625.500000 Penalty: 3121.256836
	Iteration 71Q: 3 clusters Score -1729626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1729624.250000 Penalty: 3121.256836
	Iteration 72Q: 3 clusters Score -1729624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1729623.750000 Penalty: 3121.256836
	Iteration 73Q: 3 clusters Score -1729624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1729626.250000 Penalty: 3121.256836
	Iteration 74Q: 3 clusters Score -1729626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1729631.750000 Penalty: 3121.256836
	Iteration 75Q: 3 clusters Score -1729632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1729632.125000 Penalty: 3121.256836
	Iteration 76Q: 3 clusters Score -1729632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1729635.250000 Penalty: 3121.256836
	Iteration 77Q: 3 clusters Score -1729635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1729636.625000 Penalty: 3121.256836
	Iteration 78Q: 3 clusters Score -1729637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1729638.625000 Penalty: 3121.256836
	Iteration 79Q: 3 clusters Score -1729639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1729640.875000 Penalty: 3121.256836
	Iteration 80F: 3 clusters Score -1729641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1729639.750000 Penalty: 3121.256836
	Iteration 81Q: 3 clusters Score -1729640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1729640.000000 Penalty: 3121.256836
	Iteration 82Q: 3 clusters Score -1729640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1729641.125000 Penalty: 3121.256836
	Iteration 83Q: 3 clusters Score -1729641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1729646.500000 Penalty: 3121.256836
	Iteration 84Q: 3 clusters Score -1729646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1729646.625000 Penalty: 3121.256836
	Iteration 85Q: 3 clusters Score -1729647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1729643.250000 Penalty: 3121.256836
	Iteration 86Q: 3 clusters Score -1729643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1729643.375000 Penalty: 3121.256836
	Iteration 87Q: 3 clusters Score -1729643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1729643.375000 Penalty: 3121.256836
	Iteration 88F: 3 clusters Score -1729643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -44504.527344 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -44504.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43556.453125 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -43556.45 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43739.054688 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -43739.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43827.390625 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -43827.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43876.417969 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -43876.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43922.089844 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -43922.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43984.449219 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -43984.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44051.664062 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -44051.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44097.542969 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -44097.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44121.265625 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -44121.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44134.890625 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -44134.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44144.058594 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -44144.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44148.617188 Penalty: 1981.143066
	Iteration 11Q: 3 clusters Score -44148.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44154.898438 Penalty: 1981.143066
	Iteration 12Q: 3 clusters Score -44154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44160.101562 Penalty: 1981.143066
	Iteration 13Q: 3 clusters Score -44160.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44174.296875 Penalty: 1981.143066
	Iteration 14Q: 3 clusters Score -44174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44181.199219 Penalty: 1981.143066
	Iteration 15Q: 3 clusters Score -44181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44185.437500 Penalty: 1981.143066
	Iteration 16Q: 3 clusters Score -44185.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44190.035156 Penalty: 1981.143066
	Iteration 17Q: 3 clusters Score -44190.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44191.546875 Penalty: 1981.143066
	Iteration 18Q: 3 clusters Score -44191.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44192.320312 Penalty: 1981.143066
	Iteration 19Q: 3 clusters Score -44192.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44199.832031 Penalty: 1981.143066
	Iteration 20F: 3 clusters Score -44199.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44211.449219 Penalty: 1981.143066
	Iteration 21Q: 3 clusters Score -44211.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44211.449219 Penalty: 1981.143066
	Iteration 22F: 3 clusters Score -44211.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Entering Unmasked Estep 
Score: -1969730.750000 Penalty: 1582.677856
	Iteration 0F: 2 clusters Score -1969731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1958096.375000 Penalty: 3165.355713
	Iteration 0F: 3 clusters Score -1958096 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1962075.625000 Penalty: 3165.355713
	Iteration 1F: 3 clusters Score -1962076 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1962316.250000 Penalty: 3165.355713
	Iteration 2Q: 3 clusters Score -1962316 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1962568.500000 Penalty: 3165.355713
	Iteration 3Q: 3 clusters Score -1962568 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1962829.875000 Penalty: 3165.355713
	Iteration 4Q: 3 clusters Score -1962830 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1963189.500000 Penalty: 3165.355713
	Iteration 5Q: 3 clusters Score -1963190 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1963689.250000 Penalty: 3165.355713
	Iteration 6F: 3 clusters Score -1963689 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1964422.250000 Penalty: 3165.355713
	Iteration 7F: 3 clusters Score -1964422 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1965409.500000 Penalty: 3165.355713
	Iteration 8F: 3 clusters Score -1965410 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1966468.125000 Penalty: 3165.355713
	Iteration 9F: 3 clusters Score -1966468 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1967395.375000 Penalty: 3165.355713
	Iteration 10F: 3 clusters Score -1967395 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1967948.625000 Penalty: 3165.355713
	Iteration 11Q: 3 clusters Score -1967949 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1968169.500000 Penalty: 3165.355713
	Iteration 12Q: 3 clusters Score -1968170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1968261.500000 Penalty: 3165.355713
	Iteration 13Q: 3 clusters Score -1968262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1968300.500000 Penalty: 3165.355713
	Iteration 14Q: 3 clusters Score -1968300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1968328.750000 Penalty: 3165.355713
	Iteration 15Q: 3 clusters Score -1968329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1968340.750000 Penalty: 3165.355713
	Iteration 16Q: 3 clusters Score -1968341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1968346.125000 Penalty: 3165.355713
	Iteration 17Q: 3 clusters Score -1968346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1968349.500000 Penalty: 3165.355713
	Iteration 18Q: 3 clusters Score -1968350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1968351.125000 Penalty: 3165.355713
	Iteration 19Q: 3 clusters Score -1968351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1968352.625000 Penalty: 3165.355713
	Iteration 20F: 3 clusters Score -1968353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (80573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Entering Unmasked Estep 
Score: -9434339.000000 Penalty: 1835.749268
	Iteration 0F: 2 clusters Score -9434339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -9380887.000000 Penalty: 3671.498535
	Iteration 0F: 3 clusters Score -9380887 nChanged 38385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -9402431.000000 Penalty: 3671.498535
	Iteration 1F: 3 clusters Score -9402431 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -9402938.000000 Penalty: 3671.498535
	Iteration 2Q: 3 clusters Score -9402938 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -9403372.000000 Penalty: 3671.498535
	Iteration 3Q: 3 clusters Score -9403372 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -9403746.000000 Penalty: 3671.498535
	Iteration 4Q: 3 clusters Score -9403746 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -9404211.000000 Penalty: 3671.498535
	Iteration 5Q: 3 clusters Score -9404211 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -9404723.000000 Penalty: 3671.498535
	Iteration 6Q: 3 clusters Score -9404723 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -9405243.000000 Penalty: 3671.498535
	Iteration 7Q: 3 clusters Score -9405243 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -9406034.000000 Penalty: 3671.498535
	Iteration 8Q: 3 clusters Score -9406034 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -9407261.000000 Penalty: 3671.498535
	Iteration 9Q: 3 clusters Score -9407261 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -9409222.000000 Penalty: 3671.498535
	Iteration 10Q: 3 clusters Score -9409222 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -9412247.000000 Penalty: 3671.498535
	Iteration 11F: 3 clusters Score -9412247 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -9416092.000000 Penalty: 3671.498535
	Iteration 12F: 3 clusters Score -9416092 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -9419187.000000 Penalty: 3671.498535
	Iteration 13F: 3 clusters Score -9419187 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -9420623.000000 Penalty: 3671.498535
	Iteration 14Q: 3 clusters Score -9420623 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -9421324.000000 Penalty: 3671.498535
	Iteration 15Q: 3 clusters Score -9421324 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -9421751.000000 Penalty: 3671.498535
	Iteration 16Q: 3 clusters Score -9421751 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -9422220.000000 Penalty: 3671.498535
	Iteration 17Q: 3 clusters Score -9422220 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -9422665.000000 Penalty: 3671.498535
	Iteration 18Q: 3 clusters Score -9422665 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -9423133.000000 Penalty: 3671.498535
	Iteration 19Q: 3 clusters Score -9423133 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -9423628.000000 Penalty: 3671.498535
	Iteration 20F: 3 clusters Score -9423628 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -9424032.000000 Penalty: 3671.498535
	Iteration 21Q: 3 clusters Score -9424032 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -9424475.000000 Penalty: 3671.498535
	Iteration 22Q: 3 clusters Score -9424475 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -9424930.000000 Penalty: 3671.498535
	Iteration 23Q: 3 clusters Score -9424930 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -9425396.000000 Penalty: 3671.498535
	Iteration 24Q: 3 clusters Score -9425396 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -9425967.000000 Penalty: 3671.498535
	Iteration 25Q: 3 clusters Score -9425967 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -9426389.000000 Penalty: 3671.498535
	Iteration 26Q: 3 clusters Score -9426389 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -9426851.000000 Penalty: 3671.498535
	Iteration 27Q: 3 clusters Score -9426851 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -9427276.000000 Penalty: 3671.498535
	Iteration 28Q: 3 clusters Score -9427276 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -9427719.000000 Penalty: 3671.498535
	Iteration 29Q: 3 clusters Score -9427719 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -9428169.000000 Penalty: 3671.498535
	Iteration 30Q: 3 clusters Score -9428169 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -9428529.000000 Penalty: 3671.498535
	Iteration 31Q: 3 clusters Score -9428529 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -9428817.000000 Penalty: 3671.498535
	Iteration 32Q: 3 clusters Score -9428817 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -9429044.000000 Penalty: 3671.498535
	Iteration 33Q: 3 clusters Score -9429044 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -9429119.000000 Penalty: 3671.498535
	Iteration 34Q: 3 clusters Score -9429119 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -9429190.000000 Penalty: 3671.498535
	Iteration 35Q: 3 clusters Score -9429190 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -9429203.000000 Penalty: 3671.498535
	Iteration 36Q: 3 clusters Score -9429203 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -9429229.000000 Penalty: 3671.498535
	Iteration 37Q: 3 clusters Score -9429229 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -9429252.000000 Penalty: 3671.498535
	Iteration 38Q: 3 clusters Score -9429252 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -9429260.000000 Penalty: 3671.498535
	Iteration 39Q: 3 clusters Score -9429260 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -9429312.000000 Penalty: 3671.498535
	Iteration 40F: 3 clusters Score -9429312 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -9429366.000000 Penalty: 3671.498535
	Iteration 41Q: 3 clusters Score -9429366 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -9429378.000000 Penalty: 3671.498535
	Iteration 42Q: 3 clusters Score -9429378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -9429374.000000 Penalty: 3671.498535
	Iteration 43Q: 3 clusters Score -9429374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -9429382.000000 Penalty: 3671.498535
	Iteration 44Q: 3 clusters Score -9429382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -9429396.000000 Penalty: 3671.498535
	Iteration 45Q: 3 clusters Score -9429396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -9429410.000000 Penalty: 3671.498535
	Iteration 46Q: 3 clusters Score -9429410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -9429416.000000 Penalty: 3671.498535
	Iteration 47Q: 3 clusters Score -9429416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -9429411.000000 Penalty: 3671.498535
	Iteration 48Q: 3 clusters Score -9429411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -9429424.000000 Penalty: 3671.498535
	Iteration 49Q: 3 clusters Score -9429424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -9429406.000000 Penalty: 3671.498535
	Iteration 50Q: 3 clusters Score -9429406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -9429410.000000 Penalty: 3671.498535
	Iteration 51Q: 3 clusters Score -9429410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -9429411.000000 Penalty: 3671.498535
	Iteration 52Q: 3 clusters Score -9429411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -9429415.000000 Penalty: 3671.498535
	Iteration 53Q: 3 clusters Score -9429415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -9429422.000000 Penalty: 3671.498535
	Iteration 54Q: 3 clusters Score -9429422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -9429408.000000 Penalty: 3671.498535
	Iteration 55Q: 3 clusters Score -9429408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -9429409.000000 Penalty: 3671.498535
	Iteration 56Q: 3 clusters Score -9429409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -9429408.000000 Penalty: 3671.498535
	Iteration 57Q: 3 clusters Score -9429408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -9429419.000000 Penalty: 3671.498535
	Iteration 58Q: 3 clusters Score -9429419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -9429422.000000 Penalty: 3671.498535
	Iteration 59Q: 3 clusters Score -9429422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -9429418.000000 Penalty: 3671.498535
	Iteration 60F: 3 clusters Score -9429418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -9429423.000000 Penalty: 3671.498535
	Iteration 61Q: 3 clusters Score -9429423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -9429423.000000 Penalty: 3671.498535
	Iteration 62Q: 3 clusters Score -9429423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -9429425.000000 Penalty: 3671.498535
	Iteration 63Q: 3 clusters Score -9429425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -9429425.000000 Penalty: 3671.498535
	Iteration 64F: 3 clusters Score -9429425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (142282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142282 members 
Entering Unmasked Estep 
Score: -16349177.000000 Penalty: 1928.154541
	Iteration 0F: 2 clusters Score -1.634918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -16263024.000000 Penalty: 3856.309082
	Iteration 0F: 3 clusters Score -1.626302e+07 nChanged 68304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -16303416.000000 Penalty: 3856.309082
	Iteration 1F: 3 clusters Score -1.630342e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -16304733.000000 Penalty: 3856.309082
	Iteration 2Q: 3 clusters Score -1.630473e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -16306898.000000 Penalty: 3856.309082
	Iteration 3Q: 3 clusters Score -1.63069e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -16311109.000000 Penalty: 3856.309082
	Iteration 4F: 3 clusters Score -1.631111e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -16318636.000000 Penalty: 3856.309082
	Iteration 5F: 3 clusters Score -1.631864e+07 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115827 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -16329300.000000 Penalty: 3856.309082
	Iteration 6F: 3 clusters Score -1.63293e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128133 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -16338721.000000 Penalty: 3856.309082
	Iteration 7F: 3 clusters Score -1.633872e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136047 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -16343648.000000 Penalty: 3856.309082
	Iteration 8F: 3 clusters Score -1.634365e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139649 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -16345903.000000 Penalty: 3856.309082
	Iteration 9Q: 3 clusters Score -1.63459e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140969 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -16346734.000000 Penalty: 3856.309082
	Iteration 10Q: 3 clusters Score -1.634673e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141463 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -16347044.000000 Penalty: 3856.309082
	Iteration 11Q: 3 clusters Score -1.634704e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141684 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -16347233.000000 Penalty: 3856.309082
	Iteration 12Q: 3 clusters Score -1.634723e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141769 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -16347325.000000 Penalty: 3856.309082
	Iteration 13Q: 3 clusters Score -1.634732e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141814 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -16347389.000000 Penalty: 3856.309082
	Iteration 14Q: 3 clusters Score -1.634739e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141840 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -16347423.000000 Penalty: 3856.309082
	Iteration 15Q: 3 clusters Score -1.634742e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141861 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16347467.000000 Penalty: 3856.309082
	Iteration 16Q: 3 clusters Score -1.634747e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141876 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -16347479.000000 Penalty: 3856.309082
	Iteration 17Q: 3 clusters Score -1.634748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141887 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -16347496.000000 Penalty: 3856.309082
	Iteration 18Q: 3 clusters Score -1.63475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141894 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -16347521.000000 Penalty: 3856.309082
	Iteration 19Q: 3 clusters Score -1.634752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141906 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16347501.000000 Penalty: 3856.309082
	Iteration 20F: 3 clusters Score -1.63475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141913 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -16347513.000000 Penalty: 3856.309082
	Iteration 21Q: 3 clusters Score -1.634751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141920 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16347544.000000 Penalty: 3856.309082
	Iteration 22Q: 3 clusters Score -1.634754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141929 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -16347548.000000 Penalty: 3856.309082
	Iteration 23Q: 3 clusters Score -1.634755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141932 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16347565.000000 Penalty: 3856.309082
	Iteration 24Q: 3 clusters Score -1.634756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141937 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -16347564.000000 Penalty: 3856.309082
	Iteration 25Q: 3 clusters Score -1.634756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141938 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -16347565.000000 Penalty: 3856.309082
	Iteration 26Q: 3 clusters Score -1.634756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141938 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -16347565.000000 Penalty: 3856.309082
	Iteration 27F: 3 clusters Score -1.634756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Entering Unmasked Estep 
Score: -578180.562500 Penalty: 1393.082764
	Iteration 0F: 2 clusters Score -578180.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -574004.062500 Penalty: 2786.165527
	Iteration 0F: 3 clusters Score -574004.1 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -575201.875000 Penalty: 2786.165527
	Iteration 1F: 3 clusters Score -575201.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -575413.562500 Penalty: 2786.165527
	Iteration 2F: 3 clusters Score -575413.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -575557.000000 Penalty: 2786.165527
	Iteration 3Q: 3 clusters Score -575557 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -575694.062500 Penalty: 2786.165527
	Iteration 4Q: 3 clusters Score -575694.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -575812.812500 Penalty: 2786.165527
	Iteration 5Q: 3 clusters Score -575812.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -575906.187500 Penalty: 2786.165527
	Iteration 6Q: 3 clusters Score -575906.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -575986.312500 Penalty: 2786.165527
	Iteration 7Q: 3 clusters Score -575986.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -576075.687500 Penalty: 2786.165527
	Iteration 8Q: 3 clusters Score -576075.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -576174.625000 Penalty: 2786.165527
	Iteration 9Q: 3 clusters Score -576174.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -576278.500000 Penalty: 2786.165527
	Iteration 10Q: 3 clusters Score -576278.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -576372.187500 Penalty: 2786.165527
	Iteration 11Q: 3 clusters Score -576372.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -576474.125000 Penalty: 2786.165527
	Iteration 12Q: 3 clusters Score -576474.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -576599.687500 Penalty: 2786.165527
	Iteration 13Q: 3 clusters Score -576599.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -576710.562500 Penalty: 2786.165527
	Iteration 14Q: 3 clusters Score -576710.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -576820.062500 Penalty: 2786.165527
	Iteration 15Q: 3 clusters Score -576820.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -576908.562500 Penalty: 2786.165527
	Iteration 16Q: 3 clusters Score -576908.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -576982.062500 Penalty: 2786.165527
	Iteration 17Q: 3 clusters Score -576982.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -577055.687500 Penalty: 2786.165527
	Iteration 18Q: 3 clusters Score -577055.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -577124.187500 Penalty: 2786.165527
	Iteration 19Q: 3 clusters Score -577124.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -577172.937500 Penalty: 2786.165527
	Iteration 20F: 3 clusters Score -577172.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -577214.500000 Penalty: 2786.165527
	Iteration 21Q: 3 clusters Score -577214.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -577240.875000 Penalty: 2786.165527
	Iteration 22Q: 3 clusters Score -577240.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -577256.375000 Penalty: 2786.165527
	Iteration 23Q: 3 clusters Score -577256.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -577272.312500 Penalty: 2786.165527
	Iteration 24Q: 3 clusters Score -577272.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -577289.000000 Penalty: 2786.165527
	Iteration 25Q: 3 clusters Score -577289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -577313.000000 Penalty: 2786.165527
	Iteration 26Q: 3 clusters Score -577313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -577346.125000 Penalty: 2786.165527
	Iteration 27Q: 3 clusters Score -577346.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -577365.062500 Penalty: 2786.165527
	Iteration 28Q: 3 clusters Score -577365.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -577378.437500 Penalty: 2786.165527
	Iteration 29Q: 3 clusters Score -577378.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -577385.625000 Penalty: 2786.165527
	Iteration 30Q: 3 clusters Score -577385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -577392.000000 Penalty: 2786.165527
	Iteration 31Q: 3 clusters Score -577392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -577397.312500 Penalty: 2786.165527
	Iteration 32Q: 3 clusters Score -577397.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -577402.062500 Penalty: 2786.165527
	Iteration 33Q: 3 clusters Score -577402.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -577409.375000 Penalty: 2786.165527
	Iteration 34Q: 3 clusters Score -577409.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -577416.687500 Penalty: 2786.165527
	Iteration 35Q: 3 clusters Score -577416.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -577421.250000 Penalty: 2786.165527
	Iteration 36Q: 3 clusters Score -577421.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -577427.187500 Penalty: 2786.165527
	Iteration 37Q: 3 clusters Score -577427.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -577434.812500 Penalty: 2786.165527
	Iteration 38Q: 3 clusters Score -577434.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -577442.250000 Penalty: 2786.165527
	Iteration 39Q: 3 clusters Score -577442.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -577453.375000 Penalty: 2786.165527
	Iteration 40F: 3 clusters Score -577453.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -577468.312500 Penalty: 2786.165527
	Iteration 41Q: 3 clusters Score -577468.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -577476.187500 Penalty: 2786.165527
	Iteration 42Q: 3 clusters Score -577476.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -577483.062500 Penalty: 2786.165527
	Iteration 43Q: 3 clusters Score -577483.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -577486.625000 Penalty: 2786.165527
	Iteration 44Q: 3 clusters Score -577486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -577491.312500 Penalty: 2786.165527
	Iteration 45Q: 3 clusters Score -577491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -577492.937500 Penalty: 2786.165527
	Iteration 46Q: 3 clusters Score -577492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -577496.250000 Penalty: 2786.165527
	Iteration 47Q: 3 clusters Score -577496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -577498.437500 Penalty: 2786.165527
	Iteration 48Q: 3 clusters Score -577498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -577498.625000 Penalty: 2786.165527
	Iteration 49Q: 3 clusters Score -577498.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -577500.812500 Penalty: 2786.165527
	Iteration 50Q: 3 clusters Score -577500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -577502.812500 Penalty: 2786.165527
	Iteration 51Q: 3 clusters Score -577502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -577505.187500 Penalty: 2786.165527
	Iteration 52Q: 3 clusters Score -577505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -577506.437500 Penalty: 2786.165527
	Iteration 53Q: 3 clusters Score -577506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -577506.750000 Penalty: 2786.165527
	Iteration 54Q: 3 clusters Score -577506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -577507.625000 Penalty: 2786.165527
	Iteration 55Q: 3 clusters Score -577507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -577509.062500 Penalty: 2786.165527
	Iteration 56Q: 3 clusters Score -577509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -577509.062500 Penalty: 2786.165527
	Iteration 57F: 3 clusters Score -577509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -103087.789062 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -103087.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101723.429688 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -101723.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101964.109375 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -101964.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -102043.234375 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -102043.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102072.242188 Penalty: 2211.139160
	Iteration 3Q: 3 clusters Score -102072.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102087.992188 Penalty: 2211.139160
	Iteration 4Q: 3 clusters Score -102088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -102089.515625 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -102089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102091.187500 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -102091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102092.210938 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -102092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102092.210938 Penalty: 2211.139160
	Iteration 8F: 3 clusters Score -102092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 27614 members 
Mstep: Class 3 contains 64836 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 27464 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 91600 members 
Mstep: Class 13 contains 3363 members 
Mstep: Class 14 contains 90252 members 
Mstep: Class 15 contains 27721 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36316 members 
Mstep: Class 18 contains 96402 members 
Mstep: Class 19 contains 14822 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16976 members 
Mstep: Class 22 contains 80573 members 
Mstep: Class 23 contains 142282 members 
Mstep: Class 24 contains 5286 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222456.000000 Penalty: 55007.320312
Iteration 479Q: 26 clusters Score -8.622246e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27606 members 
Mstep: Class 3 contains 64903 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 27455 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 11325 members 
Mstep: Class 12 contains 91298 members 
Mstep: Class 13 contains 3365 members 
Mstep: Class 14 contains 90781 members 
Mstep: Class 15 contains 27712 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36242 members 
Mstep: Class 18 contains 96208 members 
Mstep: Class 19 contains 14796 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16993 members 
Mstep: Class 22 contains 80656 members 
Mstep: Class 23 contains 142201 members 
Mstep: Class 24 contains 5287 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222568.000000 Penalty: 55007.320312
Iteration 480F: 26 clusters Score -8.622257e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 27596 members 
Mstep: Class 3 contains 64962 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 27444 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11326 members 
Mstep: Class 12 contains 91027 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 14 contains 91247 members 
Mstep: Class 15 contains 27708 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36184 members 
Mstep: Class 18 contains 96065 members 
Mstep: Class 19 contains 14780 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 16991 members 
Mstep: Class 22 contains 80745 members 
Mstep: Class 23 contains 142081 members 
Mstep: Class 24 contains 5293 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222496.000000 Penalty: 55007.320312
Iteration 481Q: 26 clusters Score -8.62225e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 27580 members 
Mstep: Class 3 contains 65025 members 
Mstep: Class 4 contains 4351 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 27437 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 90757 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 14 contains 91612 members 
Mstep: Class 15 contains 27710 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 95965 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 17004 members 
Mstep: Class 22 contains 80835 members 
Mstep: Class 23 contains 141968 members 
Mstep: Class 24 contains 5297 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222624.000000 Penalty: 55007.320312
Iteration 482Q: 26 clusters Score -8.622262e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 27580 members 
Mstep: Class 3 contains 65088 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 27431 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 90497 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 14 contains 91900 members 
Mstep: Class 15 contains 27714 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36102 members 
Mstep: Class 18 contains 95918 members 
Mstep: Class 19 contains 14751 members 
Mstep: Class 20 contains 444 members 
Mstep: Class 21 contains 17011 members 
Mstep: Class 22 contains 80935 members 
Mstep: Class 23 contains 141876 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222776.000000 Penalty: 55007.320312
Iteration 483Q: 26 clusters Score -8.622278e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 27583 members 
Mstep: Class 3 contains 65133 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 27427 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 90263 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 14 contains 92140 members 
Mstep: Class 15 contains 27711 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36065 members 
Mstep: Class 18 contains 95917 members 
Mstep: Class 19 contains 14737 members 
Mstep: Class 20 contains 443 members 
Mstep: Class 21 contains 17016 members 
Mstep: Class 22 contains 81032 members 
Mstep: Class 23 contains 141776 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222752.000000 Penalty: 55007.320312
Iteration 484Q: 26 clusters Score -8.622275e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 27589 members 
Mstep: Class 3 contains 65188 members 
Mstep: Class 4 contains 4356 members 
Mstep: Class 5 contains 3053 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 9 contains 27422 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 90104 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 14 contains 92327 members 
Mstep: Class 15 contains 27714 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36042 members 
Mstep: Class 18 contains 95869 members 
Mstep: Class 19 contains 14713 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17025 members 
Mstep: Class 22 contains 81101 members 
Mstep: Class 23 contains 141701 members 
Mstep: Class 24 contains 5301 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222880.000000 Penalty: 55007.320312
Iteration 485Q: 26 clusters Score -8.622288e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 27588 members 
Mstep: Class 3 contains 65255 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 27417 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11331 members 
Mstep: Class 12 contains 89962 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 92459 members 
Mstep: Class 15 contains 27708 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 36019 members 
Mstep: Class 18 contains 95832 members 
Mstep: Class 19 contains 14700 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17030 members 
Mstep: Class 22 contains 81149 members 
Mstep: Class 23 contains 141668 members 
Mstep: Class 24 contains 5307 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86223056.000000 Penalty: 55007.320312
Iteration 486Q: 26 clusters Score -8.622306e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27583 members 
Mstep: Class 3 contains 65300 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 9 contains 27412 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11334 members 
Mstep: Class 12 contains 89861 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 14 contains 92527 members 
Mstep: Class 15 contains 27710 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35979 members 
Mstep: Class 18 contains 95870 members 
Mstep: Class 19 contains 14680 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17033 members 
Mstep: Class 22 contains 81185 members 
Mstep: Class 23 contains 141640 members 
Mstep: Class 24 contains 5313 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86223032.000000 Penalty: 55007.320312
Iteration 487Q: 26 clusters Score -8.622303e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27592 members 
Mstep: Class 3 contains 65349 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 27407 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11334 members 
Mstep: Class 12 contains 89779 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 14 contains 92535 members 
Mstep: Class 15 contains 27712 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35945 members 
Mstep: Class 18 contains 95939 members 
Mstep: Class 19 contains 14665 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17033 members 
Mstep: Class 22 contains 81212 members 
Mstep: Class 23 contains 141605 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222976.000000 Penalty: 55007.320312
Iteration 488Q: 26 clusters Score -8.622298e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27591 members 
Mstep: Class 3 contains 65413 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 27408 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11336 members 
Mstep: Class 12 contains 89706 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 14 contains 92489 members 
Mstep: Class 15 contains 27706 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35918 members 
Mstep: Class 18 contains 96089 members 
Mstep: Class 19 contains 14654 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17023 members 
Mstep: Class 22 contains 81227 members 
Mstep: Class 23 contains 141542 members 
Mstep: Class 24 contains 5326 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222832.000000 Penalty: 55007.320312
Iteration 489Q: 26 clusters Score -8.622283e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27589 members 
Mstep: Class 3 contains 65467 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 27407 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11338 members 
Mstep: Class 12 contains 89657 members 
Mstep: Class 13 contains 3374 members 
Mstep: Class 14 contains 92441 members 
Mstep: Class 15 contains 27700 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35884 members 
Mstep: Class 18 contains 96229 members 
Mstep: Class 19 contains 14640 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17039 members 
Mstep: Class 22 contains 81229 members 
Mstep: Class 23 contains 141476 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222864.000000 Penalty: 55007.320312
Iteration 490Q: 26 clusters Score -8.622286e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27589 members 
Mstep: Class 3 contains 65518 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 3040 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3646 members 
Mstep: Class 9 contains 27408 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11341 members 
Mstep: Class 12 contains 89649 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 14 contains 92309 members 
Mstep: Class 15 contains 27687 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35870 members 
Mstep: Class 18 contains 96392 members 
Mstep: Class 19 contains 14633 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17049 members 
Mstep: Class 22 contains 81238 members 
Mstep: Class 23 contains 141419 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222792.000000 Penalty: 55007.320312
Iteration 491Q: 26 clusters Score -8.622279e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27585 members 
Mstep: Class 3 contains 65574 members 
Mstep: Class 4 contains 4361 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 27405 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11341 members 
Mstep: Class 12 contains 89631 members 
Mstep: Class 13 contains 3376 members 
Mstep: Class 14 contains 92145 members 
Mstep: Class 15 contains 27678 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35848 members 
Mstep: Class 18 contains 96579 members 
Mstep: Class 19 contains 14622 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17060 members 
Mstep: Class 22 contains 81243 members 
Mstep: Class 23 contains 141394 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222712.000000 Penalty: 55007.320312
Iteration 492Q: 26 clusters Score -8.622271e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27588 members 
Mstep: Class 3 contains 65619 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 3039 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 27404 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 89629 members 
Mstep: Class 13 contains 3376 members 
Mstep: Class 14 contains 91928 members 
Mstep: Class 15 contains 27669 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35829 members 
Mstep: Class 18 contains 96796 members 
Mstep: Class 19 contains 14617 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17076 members 
Mstep: Class 22 contains 81239 members 
Mstep: Class 23 contains 141371 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222856.000000 Penalty: 55007.320312
Iteration 493Q: 26 clusters Score -8.622286e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27577 members 
Mstep: Class 3 contains 65658 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 3040 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 27403 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 89619 members 
Mstep: Class 13 contains 3376 members 
Mstep: Class 14 contains 91731 members 
Mstep: Class 15 contains 27662 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35822 members 
Mstep: Class 18 contains 96989 members 
Mstep: Class 19 contains 14615 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17087 members 
Mstep: Class 22 contains 81251 members 
Mstep: Class 23 contains 141346 members 
Mstep: Class 24 contains 5326 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222880.000000 Penalty: 55007.320312
Iteration 494Q: 26 clusters Score -8.622288e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27581 members 
Mstep: Class 3 contains 65682 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 3041 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 27403 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11343 members 
Mstep: Class 12 contains 89637 members 
Mstep: Class 13 contains 3377 members 
Mstep: Class 14 contains 91560 members 
Mstep: Class 15 contains 27654 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35813 members 
Mstep: Class 18 contains 97160 members 
Mstep: Class 19 contains 14611 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17089 members 
Mstep: Class 22 contains 81249 members 
Mstep: Class 23 contains 141316 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222720.000000 Penalty: 55007.320312
Iteration 495Q: 26 clusters Score -8.622272e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27592 members 
Mstep: Class 3 contains 65704 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 27400 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 89682 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 91364 members 
Mstep: Class 15 contains 27643 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35805 members 
Mstep: Class 18 contains 97342 members 
Mstep: Class 19 contains 14608 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17092 members 
Mstep: Class 22 contains 81233 members 
Mstep: Class 23 contains 141287 members 
Mstep: Class 24 contains 5331 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222632.000000 Penalty: 55007.320312
Iteration 496Q: 26 clusters Score -8.622263e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27596 members 
Mstep: Class 3 contains 65726 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 3035 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 9 contains 27397 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 89705 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 14 contains 91147 members 
Mstep: Class 15 contains 27632 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35808 members 
Mstep: Class 18 contains 97542 members 
Mstep: Class 19 contains 14607 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17106 members 
Mstep: Class 22 contains 81229 members 
Mstep: Class 23 contains 141260 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222632.000000 Penalty: 55007.320312
Iteration 497Q: 26 clusters Score -8.622263e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27606 members 
Mstep: Class 3 contains 65732 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 3035 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 27394 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11341 members 
Mstep: Class 12 contains 89743 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 90954 members 
Mstep: Class 15 contains 27614 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35809 members 
Mstep: Class 18 contains 97726 members 
Mstep: Class 19 contains 14609 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17119 members 
Mstep: Class 22 contains 81219 members 
Mstep: Class 23 contains 141230 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222680.000000 Penalty: 55007.320312
Iteration 498Q: 26 clusters Score -8.622268e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 27613 members 
Mstep: Class 3 contains 65755 members 
Mstep: Class 4 contains 4366 members 
Mstep: Class 5 contains 3035 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 27392 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 11341 members 
Mstep: Class 12 contains 89811 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 90755 members 
Mstep: Class 15 contains 27611 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35808 members 
Mstep: Class 18 contains 97874 members 
Mstep: Class 19 contains 14607 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 17131 members 
Mstep: Class 22 contains 81205 members 
Mstep: Class 23 contains 141190 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222808.000000 Penalty: 55007.320312
Iteration 499Q: 26 clusters Score -8.622281e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 27619 members 
Mstep: Class 3 contains 65760 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 5 contains 3034 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 27388 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 89871 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 90602 members 
Mstep: Class 15 contains 27605 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 35807 members 
Mstep: Class 18 contains 97987 members 
Mstep: Class 19 contains 14613 members 
Mstep: Class 20 contains 441 members 
Mstep: Class 21 contains 17149 members 
Mstep: Class 22 contains 81189 members 
Mstep: Class 23 contains 141162 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86222720.000000 Penalty: 55007.320312
Iteration 500F: 26 clusters Score -8.622272e+07 nChanged 678
Maximum iterations exceeded
--- Evaluating fit on full set of 2278154 points ---
Entering Unmasked Estep 
Score: -257261696.000000 Penalty: 59470.433594
20->26 Clusters: Score -257261696.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 759384 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 37859 members 
Mstep: Class 3 contains 38024 members 
Mstep: Class 4 contains 37915 members 
Mstep: Class 5 contains 37905 members 
Mstep: Class 6 contains 37762 members 
Mstep: Class 7 contains 37728 members 
Mstep: Class 8 contains 37764 members 
Mstep: Class 9 contains 37960 members 
Mstep: Class 10 contains 37773 members 
Mstep: Class 11 contains 38026 members 
Mstep: Class 12 contains 38170 members 
Mstep: Class 13 contains 37692 members 
Mstep: Class 14 contains 38050 members 
Mstep: Class 15 contains 38263 members 
Mstep: Class 16 contains 37879 members 
Mstep: Class 17 contains 38413 members 
Mstep: Class 18 contains 38286 members 
Mstep: Class 19 contains 37438 members 
Mstep: Class 20 contains 38264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 356.421509 but Gain 2200.292969
Score: -83433384.000000 Penalty: 41805.562500
Iteration 0F: 20 clusters Score -8.343338e+07 nChanged 719700
Entering Unmasked Mstep 
Mstep: Class 0 contains 595 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 25377 members 
Mstep: Class 3 contains 48929 members 
Mstep: Class 4 contains 28111 members 
Mstep: Class 5 contains 64798 members 
Mstep: Class 6 contains 51103 members 
Mstep: Class 7 contains 21668 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 106338 members 
Mstep: Class 10 contains 28743 members 
Mstep: Class 11 contains 11940 members 
Mstep: Class 12 contains 76599 members 
Mstep: Class 13 contains 20050 members 
Mstep: Class 14 contains 28597 members 
Mstep: Class 15 contains 53597 members 
Mstep: Class 16 contains 40894 members 
Mstep: Class 17 contains 55320 members 
Mstep: Class 18 contains 17141 members 
Mstep: Class 20 contains 39051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85086256.000000 Penalty: 41805.562500
Iteration 1F: 20 clusters Score -8.508626e+07 nChanged 262494
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 18271 members 
Mstep: Class 3 contains 44626 members 
Mstep: Class 4 contains 20633 members 
Mstep: Class 5 contains 64392 members 
Mstep: Class 6 contains 49436 members 
Mstep: Class 7 contains 19070 members 
Mstep: Class 8 contains 6420 members 
Mstep: Class 9 contains 148524 members 
Mstep: Class 10 contains 22531 members 
Mstep: Class 11 contains 6503 members 
Mstep: Class 12 contains 107055 members 
Mstep: Class 13 contains 22413 members 
Mstep: Class 14 contains 23877 members 
Mstep: Class 15 contains 46365 members 
Mstep: Class 16 contains 37837 members 
Mstep: Class 17 contains 60861 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 20 contains 28500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85397936.000000 Penalty: 41805.562500
Iteration 2F: 20 clusters Score -8.539794e+07 nChanged 194334
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 12120 members 
Mstep: Class 3 contains 36797 members 
Mstep: Class 4 contains 17716 members 
Mstep: Class 5 contains 71202 members 
Mstep: Class 6 contains 46612 members 
Mstep: Class 7 contains 19695 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 162186 members 
Mstep: Class 10 contains 16387 members 
Mstep: Class 11 contains 4102 members 
Mstep: Class 12 contains 141724 members 
Mstep: Class 13 contains 22345 members 
Mstep: Class 14 contains 27083 members 
Mstep: Class 15 contains 35450 members 
Mstep: Class 16 contains 30747 members 
Mstep: Class 17 contains 62795 members 
Mstep: Class 18 contains 4417 members 
Mstep: Class 20 contains 22594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85564024.000000 Penalty: 41805.562500
Iteration 3F: 20 clusters Score -8.556402e+07 nChanged 152161
Entering Unmasked Mstep 
Mstep: Class 0 contains 328 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 8492 members 
Mstep: Class 3 contains 32575 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 84950 members 
Mstep: Class 6 contains 43314 members 
Mstep: Class 7 contains 21592 members 
Mstep: Class 8 contains 1887 members 
Mstep: Class 9 contains 150716 members 
Mstep: Class 10 contains 12739 members 
Mstep: Class 11 contains 3453 members 
Mstep: Class 12 contains 170693 members 
Mstep: Class 13 contains 19979 members 
Mstep: Class 14 contains 31211 members 
Mstep: Class 15 contains 26966 members 
Mstep: Class 16 contains 23555 members 
Mstep: Class 17 contains 67314 members 
Mstep: Class 18 contains 2261 members 
Mstep: Class 20 contains 18443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85683304.000000 Penalty: 41805.562500
Iteration 4F: 20 clusters Score -8.56833e+07 nChanged 121283
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 3 contains 31823 members 
Mstep: Class 4 contains 13159 members 
Mstep: Class 5 contains 101392 members 
Mstep: Class 6 contains 39813 members 
Mstep: Class 7 contains 21636 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 148255 members 
Mstep: Class 10 contains 10914 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 170878 members 
Mstep: Class 13 contains 17668 members 
Mstep: Class 14 contains 34628 members 
Mstep: Class 15 contains 22469 members 
Mstep: Class 16 contains 17384 members 
Mstep: Class 17 contains 74647 members 
Mstep: Class 18 contains 1528 members 
Mstep: Class 20 contains 15039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85782992.000000 Penalty: 41805.562500
Iteration 5F: 20 clusters Score -8.578299e+07 nChanged 96166
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 7443 members 
Mstep: Class 3 contains 32469 members 
Mstep: Class 4 contains 11010 members 
Mstep: Class 5 contains 116017 members 
Mstep: Class 6 contains 35369 members 
Mstep: Class 7 contains 19370 members 
Mstep: Class 8 contains 977 members 
Mstep: Class 9 contains 151215 members 
Mstep: Class 10 contains 9542 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 160176 members 
Mstep: Class 13 contains 16392 members 
Mstep: Class 14 contains 37372 members 
Mstep: Class 15 contains 20252 members 
Mstep: Class 16 contains 12338 members 
Mstep: Class 17 contains 82714 members 
Mstep: Class 18 contains 1571 members 
Mstep: Class 20 contains 12058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85866560.000000 Penalty: 41805.562500
Iteration 6F: 20 clusters Score -8.586656e+07 nChanged 79772
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 33062 members 
Mstep: Class 4 contains 9183 members 
Mstep: Class 5 contains 127785 members 
Mstep: Class 6 contains 30303 members 
Mstep: Class 7 contains 16472 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 153367 members 
Mstep: Class 10 contains 8372 members 
Mstep: Class 11 contains 1965 members 
Mstep: Class 12 contains 150157 members 
Mstep: Class 13 contains 16006 members 
Mstep: Class 14 contains 39253 members 
Mstep: Class 15 contains 19343 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 90475 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 20 contains 9696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85933304.000000 Penalty: 41805.562500
Iteration 7F: 20 clusters Score -8.59333e+07 nChanged 69370
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 32750 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 136417 members 
Mstep: Class 6 contains 25169 members 
Mstep: Class 7 contains 13808 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 153877 members 
Mstep: Class 10 contains 7440 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 144274 members 
Mstep: Class 13 contains 15793 members 
Mstep: Class 14 contains 40785 members 
Mstep: Class 15 contains 18770 members 
Mstep: Class 16 contains 5825 members 
Mstep: Class 17 contains 97570 members 
Mstep: Class 18 contains 2271 members 
Mstep: Class 20 contains 7941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85986296.000000 Penalty: 41805.562500
Iteration 8F: 20 clusters Score -8.59863e+07 nChanged 58054
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 7383 members 
Mstep: Class 3 contains 31625 members 
Mstep: Class 4 contains 6249 members 
Mstep: Class 5 contains 141576 members 
Mstep: Class 6 contains 20596 members 
Mstep: Class 7 contains 11762 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 153901 members 
Mstep: Class 10 contains 6862 members 
Mstep: Class 11 contains 1206 members 
Mstep: Class 12 contains 140925 members 
Mstep: Class 13 contains 15638 members 
Mstep: Class 14 contains 42025 members 
Mstep: Class 15 contains 18324 members 
Mstep: Class 16 contains 4007 members 
Mstep: Class 17 contains 103741 members 
Mstep: Class 18 contains 2423 members 
Mstep: Class 20 contains 6898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86021048.000000 Penalty: 41805.562500
Iteration 9F: 20 clusters Score -8.602105e+07 nChanged 46483
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 3 contains 30277 members 
Mstep: Class 4 contains 5305 members 
Mstep: Class 5 contains 143117 members 
Mstep: Class 6 contains 16888 members 
Mstep: Class 7 contains 10141 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 154269 members 
Mstep: Class 10 contains 6588 members 
Mstep: Class 11 contains 982 members 
Mstep: Class 12 contains 138010 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 43185 members 
Mstep: Class 15 contains 17828 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 109997 members 
Mstep: Class 18 contains 2464 members 
Mstep: Class 20 contains 6410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86043880.000000 Penalty: 41805.562500
Iteration 10F: 20 clusters Score -8.604388e+07 nChanged 37140
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 28832 members 
Mstep: Class 4 contains 4637 members 
Mstep: Class 5 contains 142013 members 
Mstep: Class 6 contains 14092 members 
Mstep: Class 7 contains 8859 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 155224 members 
Mstep: Class 10 contains 6498 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 135124 members 
Mstep: Class 13 contains 15073 members 
Mstep: Class 14 contains 44217 members 
Mstep: Class 15 contains 17231 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 116323 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 20 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86056104.000000 Penalty: 41805.562500
Iteration 11Q: 20 clusters Score -8.60561e+07 nChanged 30716
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 7407 members 
Mstep: Class 3 contains 27429 members 
Mstep: Class 4 contains 4210 members 
Mstep: Class 5 contains 139288 members 
Mstep: Class 6 contains 12209 members 
Mstep: Class 7 contains 7836 members 
Mstep: Class 8 contains 1208 members 
Mstep: Class 9 contains 156484 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 132653 members 
Mstep: Class 13 contains 14759 members 
Mstep: Class 14 contains 45244 members 
Mstep: Class 15 contains 16648 members 
Mstep: Class 16 contains 2425 members 
Mstep: Class 17 contains 121440 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 20 contains 6645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86063720.000000 Penalty: 41805.562500
Iteration 12Q: 20 clusters Score -8.606372e+07 nChanged 25663
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 7641 members 
Mstep: Class 3 contains 26003 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 136178 members 
Mstep: Class 6 contains 10921 members 
Mstep: Class 7 contains 7087 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 157685 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 131001 members 
Mstep: Class 13 contains 14439 members 
Mstep: Class 14 contains 46236 members 
Mstep: Class 15 contains 16197 members 
Mstep: Class 16 contains 2262 members 
Mstep: Class 17 contains 124612 members 
Mstep: Class 18 contains 2499 members 
Mstep: Class 20 contains 6988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86069024.000000 Penalty: 41805.562500
Iteration 13Q: 20 clusters Score -8.606902e+07 nChanged 21955
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 7935 members 
Mstep: Class 3 contains 24566 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 133386 members 
Mstep: Class 6 contains 10060 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 158329 members 
Mstep: Class 10 contains 6682 members 
Mstep: Class 11 contains 706 members 
Mstep: Class 12 contains 130619 members 
Mstep: Class 13 contains 14146 members 
Mstep: Class 14 contains 47258 members 
Mstep: Class 15 contains 15897 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 125711 members 
Mstep: Class 18 contains 2498 members 
Mstep: Class 20 contains 7363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86073056.000000 Penalty: 41805.562500
Iteration 14Q: 20 clusters Score -8.607306e+07 nChanged 18847
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 8272 members 
Mstep: Class 3 contains 23221 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 131346 members 
Mstep: Class 6 contains 9483 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 1432 members 
Mstep: Class 9 contains 158614 members 
Mstep: Class 10 contains 6775 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 131220 members 
Mstep: Class 13 contains 13874 members 
Mstep: Class 14 contains 48166 members 
Mstep: Class 15 contains 15681 members 
Mstep: Class 16 contains 2018 members 
Mstep: Class 17 contains 124922 members 
Mstep: Class 18 contains 2493 members 
Mstep: Class 20 contains 7730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86077160.000000 Penalty: 41805.562500
Iteration 15Q: 20 clusters Score -8.607716e+07 nChanged 16555
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 21992 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 129937 members 
Mstep: Class 6 contains 9128 members 
Mstep: Class 7 contains 5840 members 
Mstep: Class 8 contains 1492 members 
Mstep: Class 9 contains 158457 members 
Mstep: Class 10 contains 6843 members 
Mstep: Class 11 contains 688 members 
Mstep: Class 12 contains 132632 members 
Mstep: Class 13 contains 13612 members 
Mstep: Class 14 contains 48976 members 
Mstep: Class 15 contains 15556 members 
Mstep: Class 16 contains 1933 members 
Mstep: Class 17 contains 122776 members 
Mstep: Class 18 contains 2496 members 
Mstep: Class 20 contains 8087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86080776.000000 Penalty: 41805.562500
Iteration 16Q: 20 clusters Score -8.608078e+07 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 9009 members 
Mstep: Class 3 contains 20827 members 
Mstep: Class 4 contains 2806 members 
Mstep: Class 5 contains 128874 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 5597 members 
Mstep: Class 8 contains 1524 members 
Mstep: Class 9 contains 157906 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 689 members 
Mstep: Class 12 contains 134525 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 49680 members 
Mstep: Class 15 contains 15472 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 120021 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 20 contains 8454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86083960.000000 Penalty: 41805.562500
Iteration 17Q: 20 clusters Score -8.608396e+07 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 73233 members 
Mstep: Class 2 contains 9326 members 
Mstep: Class 3 contains 19812 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 128046 members 
Mstep: Class 6 contains 8862 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 1549 members 
Mstep: Class 9 contains 157313 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 687 members 
Mstep: Class 12 contains 136415 members 
Mstep: Class 13 contains 13201 members 
Mstep: Class 14 contains 50253 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 117065 members 
Mstep: Class 18 contains 2490 members 
Mstep: Class 20 contains 8802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86087040.000000 Penalty: 41805.562500
Iteration 18Q: 20 clusters Score -8.608704e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 9621 members 
Mstep: Class 3 contains 18902 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 127477 members 
Mstep: Class 6 contains 8892 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 1554 members 
Mstep: Class 9 contains 156699 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 11 contains 682 members 
Mstep: Class 12 contains 138103 members 
Mstep: Class 13 contains 13054 members 
Mstep: Class 14 contains 50643 members 
Mstep: Class 15 contains 15395 members 
Mstep: Class 16 contains 1715 members 
Mstep: Class 17 contains 113997 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 20 contains 9196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86090128.000000 Penalty: 41805.562500
Iteration 19Q: 20 clusters Score -8.609013e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 9922 members 
Mstep: Class 3 contains 18102 members 
Mstep: Class 4 contains 2253 members 
Mstep: Class 5 contains 126887 members 
Mstep: Class 6 contains 9019 members 
Mstep: Class 7 contains 5181 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 156257 members 
Mstep: Class 10 contains 7290 members 
Mstep: Class 11 contains 681 members 
Mstep: Class 12 contains 139481 members 
Mstep: Class 13 contains 12909 members 
Mstep: Class 14 contains 50927 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 111018 members 
Mstep: Class 18 contains 2491 members 
Mstep: Class 20 contains 9609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86091600.000000 Penalty: 41805.562500
Iteration 20F: 20 clusters Score -8.60916e+07 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 10176 members 
Mstep: Class 3 contains 17382 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 126356 members 
Mstep: Class 6 contains 9226 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 155797 members 
Mstep: Class 10 contains 7397 members 
Mstep: Class 11 contains 692 members 
Mstep: Class 12 contains 140665 members 
Mstep: Class 13 contains 12768 members 
Mstep: Class 14 contains 51081 members 
Mstep: Class 15 contains 15326 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 108129 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 20 contains 10012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86092912.000000 Penalty: 41805.562500
Iteration 21Q: 20 clusters Score -8.609291e+07 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 10402 members 
Mstep: Class 3 contains 16708 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 125878 members 
Mstep: Class 6 contains 9550 members 
Mstep: Class 7 contains 5036 members 
Mstep: Class 8 contains 1542 members 
Mstep: Class 9 contains 155407 members 
Mstep: Class 10 contains 7490 members 
Mstep: Class 11 contains 675 members 
Mstep: Class 12 contains 141691 members 
Mstep: Class 13 contains 12618 members 
Mstep: Class 14 contains 51207 members 
Mstep: Class 15 contains 15288 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 105187 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 20 contains 10411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86094232.000000 Penalty: 41805.562500
Iteration 22Q: 20 clusters Score -8.609423e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 10604 members 
Mstep: Class 3 contains 16106 members 
Mstep: Class 4 contains 2045 members 
Mstep: Class 5 contains 125419 members 
Mstep: Class 6 contains 9984 members 
Mstep: Class 7 contains 4998 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 155091 members 
Mstep: Class 10 contains 7586 members 
Mstep: Class 11 contains 656 members 
Mstep: Class 12 contains 142395 members 
Mstep: Class 13 contains 12474 members 
Mstep: Class 14 contains 51301 members 
Mstep: Class 15 contains 15239 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 102481 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 20 contains 10869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86094904.000000 Penalty: 41805.562500
Iteration 23Q: 20 clusters Score -8.60949e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 10762 members 
Mstep: Class 3 contains 15563 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 125103 members 
Mstep: Class 6 contains 10473 members 
Mstep: Class 7 contains 4962 members 
Mstep: Class 8 contains 1504 members 
Mstep: Class 9 contains 154880 members 
Mstep: Class 10 contains 7673 members 
Mstep: Class 11 contains 649 members 
Mstep: Class 12 contains 142850 members 
Mstep: Class 13 contains 12341 members 
Mstep: Class 14 contains 51373 members 
Mstep: Class 15 contains 15189 members 
Mstep: Class 16 contains 1510 members 
Mstep: Class 17 contains 99868 members 
Mstep: Class 18 contains 2460 members 
Mstep: Class 20 contains 11358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86094800.000000 Penalty: 41805.562500
Iteration 24Q: 20 clusters Score -8.60948e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 90865 members 
Mstep: Class 2 contains 10919 members 
Mstep: Class 3 contains 15167 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 124859 members 
Mstep: Class 6 contains 11022 members 
Mstep: Class 7 contains 4935 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 154722 members 
Mstep: Class 10 contains 7782 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 143024 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 51413 members 
Mstep: Class 15 contains 15114 members 
Mstep: Class 16 contains 1489 members 
Mstep: Class 17 contains 97334 members 
Mstep: Class 18 contains 2449 members 
Mstep: Class 20 contains 11945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86096224.000000 Penalty: 41805.562500
Iteration 25Q: 20 clusters Score -8.609622e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 11048 members 
Mstep: Class 3 contains 14894 members 
Mstep: Class 4 contains 1909 members 
Mstep: Class 5 contains 124550 members 
Mstep: Class 6 contains 11583 members 
Mstep: Class 7 contains 4921 members 
Mstep: Class 8 contains 1452 members 
Mstep: Class 9 contains 154657 members 
Mstep: Class 10 contains 7872 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 142715 members 
Mstep: Class 13 contains 12120 members 
Mstep: Class 14 contains 51483 members 
Mstep: Class 15 contains 15012 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 95273 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 20 contains 12691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86096736.000000 Penalty: 41805.562500
Iteration 26Q: 20 clusters Score -8.609674e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 94003 members 
Mstep: Class 2 contains 11150 members 
Mstep: Class 3 contains 14722 members 
Mstep: Class 4 contains 1926 members 
Mstep: Class 5 contains 124278 members 
Mstep: Class 6 contains 12224 members 
Mstep: Class 7 contains 4923 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 154531 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 633 members 
Mstep: Class 12 contains 142072 members 
Mstep: Class 13 contains 12007 members 
Mstep: Class 14 contains 51551 members 
Mstep: Class 15 contains 14841 members 
Mstep: Class 16 contains 1476 members 
Mstep: Class 17 contains 93632 members 
Mstep: Class 18 contains 2402 members 
Mstep: Class 20 contains 13589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86098528.000000 Penalty: 41805.562500
Iteration 27Q: 20 clusters Score -8.609853e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 95118 members 
Mstep: Class 2 contains 11234 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 123924 members 
Mstep: Class 6 contains 12942 members 
Mstep: Class 7 contains 4942 members 
Mstep: Class 8 contains 1404 members 
Mstep: Class 9 contains 154422 members 
Mstep: Class 10 contains 8007 members 
Mstep: Class 11 contains 636 members 
Mstep: Class 12 contains 141194 members 
Mstep: Class 13 contains 11911 members 
Mstep: Class 14 contains 51615 members 
Mstep: Class 15 contains 14563 members 
Mstep: Class 16 contains 1474 members 
Mstep: Class 17 contains 92263 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 20 contains 14691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86099504.000000 Penalty: 41805.562500
Iteration 28Q: 20 clusters Score -8.60995e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 95972 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 14634 members 
Mstep: Class 4 contains 1993 members 
Mstep: Class 5 contains 123579 members 
Mstep: Class 6 contains 13661 members 
Mstep: Class 7 contains 4957 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 154309 members 
Mstep: Class 10 contains 8037 members 
Mstep: Class 11 contains 637 members 
Mstep: Class 12 contains 140099 members 
Mstep: Class 13 contains 11812 members 
Mstep: Class 14 contains 51754 members 
Mstep: Class 15 contains 14220 members 
Mstep: Class 16 contains 1465 members 
Mstep: Class 17 contains 91164 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 20 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86101384.000000 Penalty: 41805.562500
Iteration 29Q: 20 clusters Score -8.610138e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 14621 members 
Mstep: Class 4 contains 2029 members 
Mstep: Class 5 contains 123218 members 
Mstep: Class 6 contains 14419 members 
Mstep: Class 7 contains 4950 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 154263 members 
Mstep: Class 10 contains 8064 members 
Mstep: Class 11 contains 641 members 
Mstep: Class 12 contains 138848 members 
Mstep: Class 13 contains 11719 members 
Mstep: Class 14 contains 51868 members 
Mstep: Class 15 contains 13931 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 90219 members 
Mstep: Class 18 contains 2327 members 
Mstep: Class 20 contains 17387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86102472.000000 Penalty: 41805.562500
Iteration 30Q: 20 clusters Score -8.610247e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 14621 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 122886 members 
Mstep: Class 6 contains 15166 members 
Mstep: Class 7 contains 4956 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 154254 members 
Mstep: Class 10 contains 8068 members 
Mstep: Class 11 contains 642 members 
Mstep: Class 12 contains 137582 members 
Mstep: Class 13 contains 11654 members 
Mstep: Class 14 contains 51965 members 
Mstep: Class 15 contains 13689 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 89387 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 20 contains 18729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86104176.000000 Penalty: 41805.562500
Iteration 31Q: 20 clusters Score -8.610418e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 97526 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 122527 members 
Mstep: Class 6 contains 15931 members 
Mstep: Class 7 contains 4966 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 154235 members 
Mstep: Class 10 contains 8042 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 136497 members 
Mstep: Class 13 contains 11587 members 
Mstep: Class 14 contains 52086 members 
Mstep: Class 15 contains 13536 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 88736 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 20 contains 19820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86105200.000000 Penalty: 41805.562500
Iteration 32Q: 20 clusters Score -8.61052e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 97786 members 
Mstep: Class 2 contains 11473 members 
Mstep: Class 3 contains 14591 members 
Mstep: Class 4 contains 2089 members 
Mstep: Class 5 contains 122236 members 
Mstep: Class 6 contains 16674 members 
Mstep: Class 7 contains 4981 members 
Mstep: Class 8 contains 1319 members 
Mstep: Class 9 contains 154168 members 
Mstep: Class 10 contains 7992 members 
Mstep: Class 11 contains 642 members 
Mstep: Class 12 contains 135640 members 
Mstep: Class 13 contains 11519 members 
Mstep: Class 14 contains 52195 members 
Mstep: Class 15 contains 13448 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 88193 members 
Mstep: Class 18 contains 2271 members 
Mstep: Class 20 contains 20668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86106016.000000 Penalty: 41805.562500
Iteration 33Q: 20 clusters Score -8.610602e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 97982 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 14562 members 
Mstep: Class 4 contains 2106 members 
Mstep: Class 5 contains 121888 members 
Mstep: Class 6 contains 17413 members 
Mstep: Class 7 contains 5011 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 154105 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 640 members 
Mstep: Class 12 contains 134966 members 
Mstep: Class 13 contains 11478 members 
Mstep: Class 14 contains 52262 members 
Mstep: Class 15 contains 13416 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 87739 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 20 contains 21323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86106720.000000 Penalty: 41805.562500
Iteration 34Q: 20 clusters Score -8.610672e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 14530 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 121553 members 
Mstep: Class 6 contains 18203 members 
Mstep: Class 7 contains 5028 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 154030 members 
Mstep: Class 10 contains 7887 members 
Mstep: Class 11 contains 640 members 
Mstep: Class 12 contains 134273 members 
Mstep: Class 13 contains 11429 members 
Mstep: Class 14 contains 52308 members 
Mstep: Class 15 contains 13410 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 87453 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 20 contains 21883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86107576.000000 Penalty: 41805.562500
Iteration 35Q: 20 clusters Score -8.610758e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 11495 members 
Mstep: Class 3 contains 14507 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 121194 members 
Mstep: Class 6 contains 19041 members 
Mstep: Class 7 contains 5045 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 153971 members 
Mstep: Class 10 contains 7845 members 
Mstep: Class 11 contains 640 members 
Mstep: Class 12 contains 133661 members 
Mstep: Class 13 contains 11390 members 
Mstep: Class 14 contains 52330 members 
Mstep: Class 15 contains 13411 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 87223 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 20 contains 22276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86108192.000000 Penalty: 41805.562500
Iteration 36Q: 20 clusters Score -8.610819e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98295 members 
Mstep: Class 2 contains 11489 members 
Mstep: Class 3 contains 14487 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 120826 members 
Mstep: Class 6 contains 19930 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 153922 members 
Mstep: Class 10 contains 7805 members 
Mstep: Class 11 contains 639 members 
Mstep: Class 12 contains 133044 members 
Mstep: Class 13 contains 11355 members 
Mstep: Class 14 contains 52332 members 
Mstep: Class 15 contains 13416 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 87068 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 20 contains 22588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86108240.000000 Penalty: 41805.562500
Iteration 37Q: 20 clusters Score -8.610824e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98400 members 
Mstep: Class 2 contains 11468 members 
Mstep: Class 3 contains 14456 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 120441 members 
Mstep: Class 6 contains 20923 members 
Mstep: Class 7 contains 5070 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 153784 members 
Mstep: Class 10 contains 7758 members 
Mstep: Class 11 contains 638 members 
Mstep: Class 12 contains 132475 members 
Mstep: Class 13 contains 11318 members 
Mstep: Class 14 contains 52315 members 
Mstep: Class 15 contains 13417 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 86948 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 20 contains 22853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86109168.000000 Penalty: 41805.562500
Iteration 38Q: 20 clusters Score -8.610917e+07 nChanged 4698
Entering ConstructFrom: 
Score: -86109168.000000 Penalty: 41805.562500
Entering ConstructFrom: 
Trying to split cluster 1 (98493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Entering Unmasked Estep 
Score: -11420346.000000 Penalty: 1868.382812
	Iteration 0F: 2 clusters Score -1.142035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -11357131.000000 Penalty: 3736.765625
	Iteration 0F: 3 clusters Score -1.135713e+07 nChanged 47069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -11384655.000000 Penalty: 3736.765625
	Iteration 1F: 3 clusters Score -1.138466e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -11385932.000000 Penalty: 3736.765625
	Iteration 2Q: 3 clusters Score -1.138593e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -11387510.000000 Penalty: 3736.765625
	Iteration 3Q: 3 clusters Score -1.138751e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -11389805.000000 Penalty: 3736.765625
	Iteration 4Q: 3 clusters Score -1.13898e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -11392900.000000 Penalty: 3736.765625
	Iteration 5F: 3 clusters Score -1.13929e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -11397420.000000 Penalty: 3736.765625
	Iteration 6F: 3 clusters Score -1.139742e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -11403037.000000 Penalty: 3736.765625
	Iteration 7F: 3 clusters Score -1.140304e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -11408123.000000 Penalty: 3736.765625
	Iteration 8F: 3 clusters Score -1.140812e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -11411442.000000 Penalty: 3736.765625
	Iteration 9F: 3 clusters Score -1.141144e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 67443 members 
Entering Unmasked Estep 
Score: -11413289.000000 Penalty: 3736.765625
	Iteration 10Q: 3 clusters Score -1.141329e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -11414452.000000 Penalty: 3736.765625
	Iteration 11Q: 3 clusters Score -1.141445e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -11415390.000000 Penalty: 3736.765625
	Iteration 12Q: 3 clusters Score -1.141539e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -11416208.000000 Penalty: 3736.765625
	Iteration 13Q: 3 clusters Score -1.141621e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -11416814.000000 Penalty: 3736.765625
	Iteration 14Q: 3 clusters Score -1.141681e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -11417264.000000 Penalty: 3736.765625
	Iteration 15Q: 3 clusters Score -1.141726e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -11417636.000000 Penalty: 3736.765625
	Iteration 16Q: 3 clusters Score -1.141764e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 79226 members 
Entering Unmasked Estep 
Score: -11418075.000000 Penalty: 3736.765625
	Iteration 17Q: 3 clusters Score -1.141808e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -11418514.000000 Penalty: 3736.765625
	Iteration 18Q: 3 clusters Score -1.141851e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -11418778.000000 Penalty: 3736.765625
	Iteration 19Q: 3 clusters Score -1.141878e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -11418963.000000 Penalty: 3736.765625
	Iteration 20F: 3 clusters Score -1.141896e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 83596 members 
Entering Unmasked Estep 
Score: -11419185.000000 Penalty: 3736.765625
	Iteration 21Q: 3 clusters Score -1.141918e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 84480 members 
Entering Unmasked Estep 
Score: -11419394.000000 Penalty: 3736.765625
	Iteration 22Q: 3 clusters Score -1.141939e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -11419589.000000 Penalty: 3736.765625
	Iteration 23Q: 3 clusters Score -1.141959e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 85997 members 
Entering Unmasked Estep 
Score: -11419691.000000 Penalty: 3736.765625
	Iteration 24Q: 3 clusters Score -1.141969e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 86636 members 
Entering Unmasked Estep 
Score: -11419812.000000 Penalty: 3736.765625
	Iteration 25Q: 3 clusters Score -1.141981e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -11419927.000000 Penalty: 3736.765625
	Iteration 26Q: 3 clusters Score -1.141993e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -11419979.000000 Penalty: 3736.765625
	Iteration 27Q: 3 clusters Score -1.141998e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -11420080.000000 Penalty: 3736.765625
	Iteration 28Q: 3 clusters Score -1.142008e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -11420122.000000 Penalty: 3736.765625
	Iteration 29Q: 3 clusters Score -1.142012e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -11420165.000000 Penalty: 3736.765625
	Iteration 30Q: 3 clusters Score -1.142016e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -11420156.000000 Penalty: 3736.765625
	Iteration 31Q: 3 clusters Score -1.142016e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 89476 members 
Entering Unmasked Estep 
Score: -11420154.000000 Penalty: 3736.765625
	Iteration 32Q: 3 clusters Score -1.142015e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 89705 members 
Entering Unmasked Estep 
Score: -11420149.000000 Penalty: 3736.765625
	Iteration 33Q: 3 clusters Score -1.142015e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -11420174.000000 Penalty: 3736.765625
	Iteration 34Q: 3 clusters Score -1.142017e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -11420182.000000 Penalty: 3736.765625
	Iteration 35Q: 3 clusters Score -1.142018e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -11420193.000000 Penalty: 3736.765625
	Iteration 36Q: 3 clusters Score -1.142019e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -11420188.000000 Penalty: 3736.765625
	Iteration 37Q: 3 clusters Score -1.142019e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -11420191.000000 Penalty: 3736.765625
	Iteration 38Q: 3 clusters Score -1.142019e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -11420189.000000 Penalty: 3736.765625
	Iteration 39Q: 3 clusters Score -1.142019e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -11420195.000000 Penalty: 3736.765625
	Iteration 40F: 3 clusters Score -1.14202e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -11420203.000000 Penalty: 3736.765625
	Iteration 41Q: 3 clusters Score -1.14202e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -11420214.000000 Penalty: 3736.765625
	Iteration 42Q: 3 clusters Score -1.142021e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -11420233.000000 Penalty: 3736.765625
	Iteration 43Q: 3 clusters Score -1.142023e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 90887 members 
Entering Unmasked Estep 
Score: -11420232.000000 Penalty: 3736.765625
	Iteration 44Q: 3 clusters Score -1.142023e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 90940 members 
Entering Unmasked Estep 
Score: -11420244.000000 Penalty: 3736.765625
	Iteration 45Q: 3 clusters Score -1.142024e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -11420250.000000 Penalty: 3736.765625
	Iteration 46Q: 3 clusters Score -1.142025e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 91042 members 
Entering Unmasked Estep 
Score: -11420234.000000 Penalty: 3736.765625
	Iteration 47Q: 3 clusters Score -1.142023e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -11420255.000000 Penalty: 3736.765625
	Iteration 48Q: 3 clusters Score -1.142026e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 91130 members 
Entering Unmasked Estep 
Score: -11420251.000000 Penalty: 3736.765625
	Iteration 49Q: 3 clusters Score -1.142025e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -11420254.000000 Penalty: 3736.765625
	Iteration 50Q: 3 clusters Score -1.142025e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -11420254.000000 Penalty: 3736.765625
	Iteration 51Q: 3 clusters Score -1.142025e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -11420262.000000 Penalty: 3736.765625
	Iteration 52Q: 3 clusters Score -1.142026e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -11420259.000000 Penalty: 3736.765625
	Iteration 53Q: 3 clusters Score -1.142026e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -11420272.000000 Penalty: 3736.765625
	Iteration 54Q: 3 clusters Score -1.142027e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -11420288.000000 Penalty: 3736.765625
	Iteration 55Q: 3 clusters Score -1.142029e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -11420290.000000 Penalty: 3736.765625
	Iteration 56Q: 3 clusters Score -1.142029e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -11420310.000000 Penalty: 3736.765625
	Iteration 57Q: 3 clusters Score -1.142031e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -11420326.000000 Penalty: 3736.765625
	Iteration 58Q: 3 clusters Score -1.142033e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -11420336.000000 Penalty: 3736.765625
	Iteration 59Q: 3 clusters Score -1.142034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 91528 members 
Entering Unmasked Estep 
Score: -11420336.000000 Penalty: 3736.765625
	Iteration 60F: 3 clusters Score -1.142034e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -11420323.000000 Penalty: 3736.765625
	Iteration 61Q: 3 clusters Score -1.142032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 91573 members 
Entering Unmasked Estep 
Score: -11420335.000000 Penalty: 3736.765625
	Iteration 62Q: 3 clusters Score -1.142034e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -11420335.000000 Penalty: 3736.765625
	Iteration 63Q: 3 clusters Score -1.142034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -11420347.000000 Penalty: 3736.765625
	Iteration 64Q: 3 clusters Score -1.142035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -11420326.000000 Penalty: 3736.765625
	Iteration 65Q: 3 clusters Score -1.142033e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -11420317.000000 Penalty: 3736.765625
	Iteration 66Q: 3 clusters Score -1.142032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -11420324.000000 Penalty: 3736.765625
	Iteration 67Q: 3 clusters Score -1.142032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 91708 members 
Entering Unmasked Estep 
Score: -11420330.000000 Penalty: 3736.765625
	Iteration 68Q: 3 clusters Score -1.142033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -11420324.000000 Penalty: 3736.765625
	Iteration 69Q: 3 clusters Score -1.142032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -11420321.000000 Penalty: 3736.765625
	Iteration 70Q: 3 clusters Score -1.142032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -11420320.000000 Penalty: 3736.765625
	Iteration 71Q: 3 clusters Score -1.142032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -11420316.000000 Penalty: 3736.765625
	Iteration 72Q: 3 clusters Score -1.142032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -11420319.000000 Penalty: 3736.765625
	Iteration 73Q: 3 clusters Score -1.142032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -11420304.000000 Penalty: 3736.765625
	Iteration 74Q: 3 clusters Score -1.14203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -11420317.000000 Penalty: 3736.765625
	Iteration 75Q: 3 clusters Score -1.142032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 91819 members 
Entering Unmasked Estep 
Score: -11420328.000000 Penalty: 3736.765625
	Iteration 76Q: 3 clusters Score -1.142033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 91836 members 
Entering Unmasked Estep 
Score: -11420326.000000 Penalty: 3736.765625
	Iteration 77Q: 3 clusters Score -1.142033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -11420342.000000 Penalty: 3736.765625
	Iteration 78Q: 3 clusters Score -1.142034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -11420349.000000 Penalty: 3736.765625
	Iteration 79Q: 3 clusters Score -1.142035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -11420352.000000 Penalty: 3736.765625
	Iteration 80F: 3 clusters Score -1.142035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 91906 members 
Entering Unmasked Estep 
Score: -11420344.000000 Penalty: 3736.765625
	Iteration 81Q: 3 clusters Score -1.142034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 91916 members 
Entering Unmasked Estep 
Score: -11420346.000000 Penalty: 3736.765625
	Iteration 82Q: 3 clusters Score -1.142035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -11420358.000000 Penalty: 3736.765625
	Iteration 83Q: 3 clusters Score -1.142036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 91932 members 
Entering Unmasked Estep 
Score: -11420349.000000 Penalty: 3736.765625
	Iteration 84Q: 3 clusters Score -1.142035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 91938 members 
Entering Unmasked Estep 
Score: -11420340.000000 Penalty: 3736.765625
	Iteration 85Q: 3 clusters Score -1.142034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
Score: -11420335.000000 Penalty: 3736.765625
	Iteration 86Q: 3 clusters Score -1.142034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 91959 members 
Entering Unmasked Estep 
Score: -11420340.000000 Penalty: 3736.765625
	Iteration 87Q: 3 clusters Score -1.142034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 91964 members 
Entering Unmasked Estep 
Score: -11420339.000000 Penalty: 3736.765625
	Iteration 88Q: 3 clusters Score -1.142034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 91967 members 
Entering Unmasked Estep 
Score: -11420338.000000 Penalty: 3736.765625
	Iteration 89Q: 3 clusters Score -1.142034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -11420340.000000 Penalty: 3736.765625
	Iteration 90Q: 3 clusters Score -1.142034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -11420340.000000 Penalty: 3736.765625
	Iteration 91F: 3 clusters Score -1.142034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Entering Unmasked Estep 
Score: -1331472.250000 Penalty: 1518.584229
	Iteration 0F: 2 clusters Score -1331472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1323556.250000 Penalty: 3037.168457
	Iteration 0F: 3 clusters Score -1323556 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1326936.625000 Penalty: 3037.168457
	Iteration 1F: 3 clusters Score -1326937 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1327923.250000 Penalty: 3037.168457
	Iteration 2F: 3 clusters Score -1327923 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1328945.375000 Penalty: 3037.168457
	Iteration 3F: 3 clusters Score -1328945 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1329779.875000 Penalty: 3037.168457
	Iteration 4F: 3 clusters Score -1329780 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1330393.750000 Penalty: 3037.168457
	Iteration 5F: 3 clusters Score -1330394 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1330771.750000 Penalty: 3037.168457
	Iteration 6Q: 3 clusters Score -1330772 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1331028.625000 Penalty: 3037.168457
	Iteration 7Q: 3 clusters Score -1331029 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1331199.000000 Penalty: 3037.168457
	Iteration 8Q: 3 clusters Score -1331199 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1331302.875000 Penalty: 3037.168457
	Iteration 9Q: 3 clusters Score -1331303 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1331390.625000 Penalty: 3037.168457
	Iteration 10Q: 3 clusters Score -1331391 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1331452.250000 Penalty: 3037.168457
	Iteration 11Q: 3 clusters Score -1331452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1331500.750000 Penalty: 3037.168457
	Iteration 12Q: 3 clusters Score -1331501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1331528.000000 Penalty: 3037.168457
	Iteration 13Q: 3 clusters Score -1331528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1331543.500000 Penalty: 3037.168457
	Iteration 14Q: 3 clusters Score -1331544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1331552.875000 Penalty: 3037.168457
	Iteration 15Q: 3 clusters Score -1331553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1331568.625000 Penalty: 3037.168457
	Iteration 16Q: 3 clusters Score -1331569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1331580.375000 Penalty: 3037.168457
	Iteration 17Q: 3 clusters Score -1331580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1331586.125000 Penalty: 3037.168457
	Iteration 18Q: 3 clusters Score -1331586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1331586.625000 Penalty: 3037.168457
	Iteration 19Q: 3 clusters Score -1331587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1331589.875000 Penalty: 3037.168457
	Iteration 20F: 3 clusters Score -1331590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1331594.875000 Penalty: 3037.168457
	Iteration 21Q: 3 clusters Score -1331595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1331595.000000 Penalty: 3037.168457
	Iteration 22Q: 3 clusters Score -1331595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1331594.375000 Penalty: 3037.168457
	Iteration 23Q: 3 clusters Score -1331594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1331596.625000 Penalty: 3037.168457
	Iteration 24Q: 3 clusters Score -1331597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1331596.625000 Penalty: 3037.168457
	Iteration 25Q: 3 clusters Score -1331597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1331597.875000 Penalty: 3037.168457
	Iteration 26Q: 3 clusters Score -1331598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1331597.500000 Penalty: 3037.168457
	Iteration 27Q: 3 clusters Score -1331598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1331599.750000 Penalty: 3037.168457
	Iteration 28Q: 3 clusters Score -1331600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1331601.000000 Penalty: 3037.168457
	Iteration 29Q: 3 clusters Score -1331601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1331601.250000 Penalty: 3037.168457
	Iteration 30Q: 3 clusters Score -1331601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1331600.750000 Penalty: 3037.168457
	Iteration 31Q: 3 clusters Score -1331601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1331602.000000 Penalty: 3037.168457
	Iteration 32Q: 3 clusters Score -1331602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1331601.750000 Penalty: 3037.168457
	Iteration 33Q: 3 clusters Score -1331602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1331604.500000 Penalty: 3037.168457
	Iteration 34Q: 3 clusters Score -1331604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1331602.500000 Penalty: 3037.168457
	Iteration 35Q: 3 clusters Score -1331602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1331602.500000 Penalty: 3037.168457
	Iteration 36F: 3 clusters Score -1331602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 120080 members 
Mstep: Class 6 contains 21908 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 153586 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 638 members 
Mstep: Class 12 contains 131911 members 
Mstep: Class 13 contains 11273 members 
Mstep: Class 14 contains 52292 members 
Mstep: Class 15 contains 13433 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 86938 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 23067 members 
Entering Unmasked Estep 
Score: -86109544.000000 Penalty: 44005.855469
Splitting cluster 2 changes total score from -86109168.000000 to -86109544.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 3 (14410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Entering Unmasked Estep 
Score: -1681146.750000 Penalty: 1556.047607
	Iteration 0F: 2 clusters Score -1681147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1671101.250000 Penalty: 3112.095215
	Iteration 0F: 3 clusters Score -1671101 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1674626.000000 Penalty: 3112.095215
	Iteration 1F: 3 clusters Score -1674626 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1674948.125000 Penalty: 3112.095215
	Iteration 2F: 3 clusters Score -1674948 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1675234.250000 Penalty: 3112.095215
	Iteration 3Q: 3 clusters Score -1675234 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1675524.750000 Penalty: 3112.095215
	Iteration 4Q: 3 clusters Score -1675525 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1675871.000000 Penalty: 3112.095215
	Iteration 5Q: 3 clusters Score -1675871 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1676329.875000 Penalty: 3112.095215
	Iteration 6Q: 3 clusters Score -1676330 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1676911.250000 Penalty: 3112.095215
	Iteration 7F: 3 clusters Score -1676911 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1677486.625000 Penalty: 3112.095215
	Iteration 8F: 3 clusters Score -1677487 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1677956.875000 Penalty: 3112.095215
	Iteration 9F: 3 clusters Score -1677957 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1678311.250000 Penalty: 3112.095215
	Iteration 10Q: 3 clusters Score -1678311 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1678573.375000 Penalty: 3112.095215
	Iteration 11Q: 3 clusters Score -1678573 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1678754.750000 Penalty: 3112.095215
	Iteration 12Q: 3 clusters Score -1678755 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1678923.875000 Penalty: 3112.095215
	Iteration 13Q: 3 clusters Score -1678924 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1679097.625000 Penalty: 3112.095215
	Iteration 14Q: 3 clusters Score -1679098 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1679220.250000 Penalty: 3112.095215
	Iteration 15Q: 3 clusters Score -1679220 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1679308.250000 Penalty: 3112.095215
	Iteration 16Q: 3 clusters Score -1679308 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1679381.750000 Penalty: 3112.095215
	Iteration 17Q: 3 clusters Score -1679382 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1679457.625000 Penalty: 3112.095215
	Iteration 18Q: 3 clusters Score -1679458 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1679525.250000 Penalty: 3112.095215
	Iteration 19Q: 3 clusters Score -1679525 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1679575.625000 Penalty: 3112.095215
	Iteration 20F: 3 clusters Score -1679576 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1679620.500000 Penalty: 3112.095215
	Iteration 21Q: 3 clusters Score -1679620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1679659.875000 Penalty: 3112.095215
	Iteration 22Q: 3 clusters Score -1679660 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1679681.125000 Penalty: 3112.095215
	Iteration 23Q: 3 clusters Score -1679681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1679698.250000 Penalty: 3112.095215
	Iteration 24Q: 3 clusters Score -1679698 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1679723.875000 Penalty: 3112.095215
	Iteration 25Q: 3 clusters Score -1679724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1679743.625000 Penalty: 3112.095215
	Iteration 26Q: 3 clusters Score -1679744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1679757.000000 Penalty: 3112.095215
	Iteration 27Q: 3 clusters Score -1679757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1679776.125000 Penalty: 3112.095215
	Iteration 28Q: 3 clusters Score -1679776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1679786.375000 Penalty: 3112.095215
	Iteration 29Q: 3 clusters Score -1679786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1679797.375000 Penalty: 3112.095215
	Iteration 30Q: 3 clusters Score -1679797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1679803.875000 Penalty: 3112.095215
	Iteration 31Q: 3 clusters Score -1679804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1679806.375000 Penalty: 3112.095215
	Iteration 32Q: 3 clusters Score -1679806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1679808.125000 Penalty: 3112.095215
	Iteration 33Q: 3 clusters Score -1679808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1679815.250000 Penalty: 3112.095215
	Iteration 34Q: 3 clusters Score -1679815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1679820.125000 Penalty: 3112.095215
	Iteration 35Q: 3 clusters Score -1679820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1679821.375000 Penalty: 3112.095215
	Iteration 36Q: 3 clusters Score -1679821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1679819.375000 Penalty: 3112.095215
	Iteration 37Q: 3 clusters Score -1679819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1679825.750000 Penalty: 3112.095215
	Iteration 38Q: 3 clusters Score -1679826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1679824.500000 Penalty: 3112.095215
	Iteration 39Q: 3 clusters Score -1679824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1679830.125000 Penalty: 3112.095215
	Iteration 40F: 3 clusters Score -1679830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1679831.625000 Penalty: 3112.095215
	Iteration 41Q: 3 clusters Score -1679832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1679835.125000 Penalty: 3112.095215
	Iteration 42Q: 3 clusters Score -1679835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1679843.125000 Penalty: 3112.095215
	Iteration 43Q: 3 clusters Score -1679843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1679840.500000 Penalty: 3112.095215
	Iteration 44Q: 3 clusters Score -1679840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1679843.625000 Penalty: 3112.095215
	Iteration 45Q: 3 clusters Score -1679844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1679844.750000 Penalty: 3112.095215
	Iteration 46Q: 3 clusters Score -1679845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1679849.875000 Penalty: 3112.095215
	Iteration 47Q: 3 clusters Score -1679850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1679851.250000 Penalty: 3112.095215
	Iteration 48Q: 3 clusters Score -1679851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1679851.750000 Penalty: 3112.095215
	Iteration 49Q: 3 clusters Score -1679852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1679846.375000 Penalty: 3112.095215
	Iteration 50Q: 3 clusters Score -1679846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1679849.875000 Penalty: 3112.095215
	Iteration 51Q: 3 clusters Score -1679850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1679847.500000 Penalty: 3112.095215
	Iteration 52Q: 3 clusters Score -1679848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1679854.875000 Penalty: 3112.095215
	Iteration 53Q: 3 clusters Score -1679855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1679855.125000 Penalty: 3112.095215
	Iteration 54Q: 3 clusters Score -1679855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1679856.875000 Penalty: 3112.095215
	Iteration 55Q: 3 clusters Score -1679857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1679862.000000 Penalty: 3112.095215
	Iteration 56Q: 3 clusters Score -1679862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1679863.125000 Penalty: 3112.095215
	Iteration 57Q: 3 clusters Score -1679863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1679867.000000 Penalty: 3112.095215
	Iteration 58Q: 3 clusters Score -1679867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1679868.125000 Penalty: 3112.095215
	Iteration 59Q: 3 clusters Score -1679868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1679871.500000 Penalty: 3112.095215
	Iteration 60F: 3 clusters Score -1679872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1679870.750000 Penalty: 3112.095215
	Iteration 61Q: 3 clusters Score -1679871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1679874.250000 Penalty: 3112.095215
	Iteration 62Q: 3 clusters Score -1679874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1679875.125000 Penalty: 3112.095215
	Iteration 63Q: 3 clusters Score -1679875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1679874.375000 Penalty: 3112.095215
	Iteration 64Q: 3 clusters Score -1679874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1679878.625000 Penalty: 3112.095215
	Iteration 65Q: 3 clusters Score -1679879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1679877.375000 Penalty: 3112.095215
	Iteration 66Q: 3 clusters Score -1679877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1679880.375000 Penalty: 3112.095215
	Iteration 67Q: 3 clusters Score -1679880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1679885.625000 Penalty: 3112.095215
	Iteration 68Q: 3 clusters Score -1679886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1679885.750000 Penalty: 3112.095215
	Iteration 69Q: 3 clusters Score -1679886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1679890.625000 Penalty: 3112.095215
	Iteration 70Q: 3 clusters Score -1679891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1679893.875000 Penalty: 3112.095215
	Iteration 71Q: 3 clusters Score -1679894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1679894.875000 Penalty: 3112.095215
	Iteration 72Q: 3 clusters Score -1679895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1679896.375000 Penalty: 3112.095215
	Iteration 73Q: 3 clusters Score -1679896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1679896.750000 Penalty: 3112.095215
	Iteration 74Q: 3 clusters Score -1679897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1679898.500000 Penalty: 3112.095215
	Iteration 75Q: 3 clusters Score -1679898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1679899.500000 Penalty: 3112.095215
	Iteration 76Q: 3 clusters Score -1679900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1679897.625000 Penalty: 3112.095215
	Iteration 77Q: 3 clusters Score -1679898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1679899.000000 Penalty: 3112.095215
	Iteration 78Q: 3 clusters Score -1679899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1679897.250000 Penalty: 3112.095215
	Iteration 79Q: 3 clusters Score -1679897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1679895.625000 Penalty: 3112.095215
	Iteration 80F: 3 clusters Score -1679896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1679898.500000 Penalty: 3112.095215
	Iteration 81Q: 3 clusters Score -1679898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1679899.375000 Penalty: 3112.095215
	Iteration 82Q: 3 clusters Score -1679899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1679899.625000 Penalty: 3112.095215
	Iteration 83Q: 3 clusters Score -1679900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1679899.625000 Penalty: 3112.095215
	Iteration 84F: 3 clusters Score -1679900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -240632.937500 Penalty: 1245.837158
	Iteration 0F: 2 clusters Score -240632.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -238477.359375 Penalty: 2491.674316
	Iteration 0F: 3 clusters Score -238477.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -238923.953125 Penalty: 2491.674316
	Iteration 1F: 3 clusters Score -238924 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -239028.921875 Penalty: 2491.674316
	Iteration 2F: 3 clusters Score -239028.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -239073.937500 Penalty: 2491.674316
	Iteration 3Q: 3 clusters Score -239073.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -239106.593750 Penalty: 2491.674316
	Iteration 4Q: 3 clusters Score -239106.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -239139.125000 Penalty: 2491.674316
	Iteration 5Q: 3 clusters Score -239139.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -239164.984375 Penalty: 2491.674316
	Iteration 6Q: 3 clusters Score -239165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -239184.890625 Penalty: 2491.674316
	Iteration 7Q: 3 clusters Score -239184.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -239198.281250 Penalty: 2491.674316
	Iteration 8Q: 3 clusters Score -239198.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -239204.359375 Penalty: 2491.674316
	Iteration 9Q: 3 clusters Score -239204.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -239207.500000 Penalty: 2491.674316
	Iteration 10Q: 3 clusters Score -239207.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239210.953125 Penalty: 2491.674316
	Iteration 11Q: 3 clusters Score -239211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239212.093750 Penalty: 2491.674316
	Iteration 12Q: 3 clusters Score -239212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -239213.062500 Penalty: 2491.674316
	Iteration 13Q: 3 clusters Score -239213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -239214.515625 Penalty: 2491.674316
	Iteration 14Q: 3 clusters Score -239214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239217.796875 Penalty: 2491.674316
	Iteration 15Q: 3 clusters Score -239217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239217.796875 Penalty: 2491.674316
	Iteration 16F: 3 clusters Score -239217.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (120080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120080 members 
Entering Unmasked Estep 
Score: -13833110.000000 Penalty: 1900.585938
	Iteration 0F: 2 clusters Score -1.383311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -13757942.000000 Penalty: 3801.171875
	Iteration 0F: 3 clusters Score -1.375794e+07 nChanged 57815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -13793089.000000 Penalty: 3801.171875
	Iteration 1F: 3 clusters Score -1.379309e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -13794770.000000 Penalty: 3801.171875
	Iteration 2Q: 3 clusters Score -1.379477e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -13796857.000000 Penalty: 3801.171875
	Iteration 3Q: 3 clusters Score -1.379686e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -13799633.000000 Penalty: 3801.171875
	Iteration 4Q: 3 clusters Score -1.379963e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -13803542.000000 Penalty: 3801.171875
	Iteration 5F: 3 clusters Score -1.380354e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -13808736.000000 Penalty: 3801.171875
	Iteration 6F: 3 clusters Score -1.380874e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -13814366.000000 Penalty: 3801.171875
	Iteration 7F: 3 clusters Score -1.381437e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -13818171.000000 Penalty: 3801.171875
	Iteration 8F: 3 clusters Score -1.381817e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -13819846.000000 Penalty: 3801.171875
	Iteration 9Q: 3 clusters Score -1.381985e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70576 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -13820530.000000 Penalty: 3801.171875
	Iteration 10Q: 3 clusters Score -1.382053e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -13820776.000000 Penalty: 3801.171875
	Iteration 11Q: 3 clusters Score -1.382078e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -13821059.000000 Penalty: 3801.171875
	Iteration 12Q: 3 clusters Score -1.382106e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -13821364.000000 Penalty: 3801.171875
	Iteration 13Q: 3 clusters Score -1.382136e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -13821607.000000 Penalty: 3801.171875
	Iteration 14Q: 3 clusters Score -1.382161e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -13821877.000000 Penalty: 3801.171875
	Iteration 15Q: 3 clusters Score -1.382188e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -13822157.000000 Penalty: 3801.171875
	Iteration 16Q: 3 clusters Score -1.382216e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -13822480.000000 Penalty: 3801.171875
	Iteration 17Q: 3 clusters Score -1.382248e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -13822788.000000 Penalty: 3801.171875
	Iteration 18Q: 3 clusters Score -1.382279e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -13823024.000000 Penalty: 3801.171875
	Iteration 19Q: 3 clusters Score -1.382302e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -13823263.000000 Penalty: 3801.171875
	Iteration 20F: 3 clusters Score -1.382326e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -13823501.000000 Penalty: 3801.171875
	Iteration 21Q: 3 clusters Score -1.38235e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -13823658.000000 Penalty: 3801.171875
	Iteration 22Q: 3 clusters Score -1.382366e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -13823876.000000 Penalty: 3801.171875
	Iteration 23Q: 3 clusters Score -1.382388e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -13824135.000000 Penalty: 3801.171875
	Iteration 24Q: 3 clusters Score -1.382414e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -13824278.000000 Penalty: 3801.171875
	Iteration 25Q: 3 clusters Score -1.382428e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -13824456.000000 Penalty: 3801.171875
	Iteration 26Q: 3 clusters Score -1.382446e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -13824664.000000 Penalty: 3801.171875
	Iteration 27Q: 3 clusters Score -1.382466e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -13824872.000000 Penalty: 3801.171875
	Iteration 28Q: 3 clusters Score -1.382487e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -13825236.000000 Penalty: 3801.171875
	Iteration 29Q: 3 clusters Score -1.382524e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -13825521.000000 Penalty: 3801.171875
	Iteration 30Q: 3 clusters Score -1.382552e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -13825869.000000 Penalty: 3801.171875
	Iteration 31Q: 3 clusters Score -1.382587e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -13826156.000000 Penalty: 3801.171875
	Iteration 32Q: 3 clusters Score -1.382616e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -13826499.000000 Penalty: 3801.171875
	Iteration 33Q: 3 clusters Score -1.38265e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -13826904.000000 Penalty: 3801.171875
	Iteration 34Q: 3 clusters Score -1.38269e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101994 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -13827460.000000 Penalty: 3801.171875
	Iteration 35Q: 3 clusters Score -1.382746e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -13827921.000000 Penalty: 3801.171875
	Iteration 36Q: 3 clusters Score -1.382792e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -13828368.000000 Penalty: 3801.171875
	Iteration 37Q: 3 clusters Score -1.382837e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -13828793.000000 Penalty: 3801.171875
	Iteration 38Q: 3 clusters Score -1.382879e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -13829135.000000 Penalty: 3801.171875
	Iteration 39Q: 3 clusters Score -1.382914e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109883 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -13829524.000000 Penalty: 3801.171875
	Iteration 40F: 3 clusters Score -1.382952e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111145 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -13829805.000000 Penalty: 3801.171875
	Iteration 41Q: 3 clusters Score -1.38298e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112261 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -13829929.000000 Penalty: 3801.171875
	Iteration 42Q: 3 clusters Score -1.382993e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -13830038.000000 Penalty: 3801.171875
	Iteration 43Q: 3 clusters Score -1.383004e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114083 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -13830171.000000 Penalty: 3801.171875
	Iteration 44Q: 3 clusters Score -1.383017e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114834 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -13830366.000000 Penalty: 3801.171875
	Iteration 45Q: 3 clusters Score -1.383037e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115474 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -13830489.000000 Penalty: 3801.171875
	Iteration 46Q: 3 clusters Score -1.383049e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116005 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -13830627.000000 Penalty: 3801.171875
	Iteration 47Q: 3 clusters Score -1.383063e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -13830734.000000 Penalty: 3801.171875
	Iteration 48Q: 3 clusters Score -1.383073e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -13830836.000000 Penalty: 3801.171875
	Iteration 49Q: 3 clusters Score -1.383084e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117110 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -13830945.000000 Penalty: 3801.171875
	Iteration 50Q: 3 clusters Score -1.383094e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117368 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -13830999.000000 Penalty: 3801.171875
	Iteration 51Q: 3 clusters Score -1.3831e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117618 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -13831030.000000 Penalty: 3801.171875
	Iteration 52Q: 3 clusters Score -1.383103e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117814 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -13831066.000000 Penalty: 3801.171875
	Iteration 53Q: 3 clusters Score -1.383107e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117952 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -13831137.000000 Penalty: 3801.171875
	Iteration 54Q: 3 clusters Score -1.383114e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118077 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -13831188.000000 Penalty: 3801.171875
	Iteration 55Q: 3 clusters Score -1.383119e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118186 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -13831229.000000 Penalty: 3801.171875
	Iteration 56Q: 3 clusters Score -1.383123e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118284 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -13831236.000000 Penalty: 3801.171875
	Iteration 57Q: 3 clusters Score -1.383124e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118379 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -13831280.000000 Penalty: 3801.171875
	Iteration 58Q: 3 clusters Score -1.383128e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118470 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -13831326.000000 Penalty: 3801.171875
	Iteration 59Q: 3 clusters Score -1.383133e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118546 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13831361.000000 Penalty: 3801.171875
	Iteration 60F: 3 clusters Score -1.383136e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118621 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13831352.000000 Penalty: 3801.171875
	Iteration 61Q: 3 clusters Score -1.383135e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118687 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -13831401.000000 Penalty: 3801.171875
	Iteration 62Q: 3 clusters Score -1.38314e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118732 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13831423.000000 Penalty: 3801.171875
	Iteration 63Q: 3 clusters Score -1.383142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118763 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -13831418.000000 Penalty: 3801.171875
	Iteration 64Q: 3 clusters Score -1.383142e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118795 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13831465.000000 Penalty: 3801.171875
	Iteration 65Q: 3 clusters Score -1.383146e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118828 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13831463.000000 Penalty: 3801.171875
	Iteration 66Q: 3 clusters Score -1.383146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118845 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -13831486.000000 Penalty: 3801.171875
	Iteration 67Q: 3 clusters Score -1.383149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118854 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13831502.000000 Penalty: 3801.171875
	Iteration 68Q: 3 clusters Score -1.38315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13831503.000000 Penalty: 3801.171875
	Iteration 69Q: 3 clusters Score -1.38315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118872 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -13831491.000000 Penalty: 3801.171875
	Iteration 70Q: 3 clusters Score -1.383149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -13831512.000000 Penalty: 3801.171875
	Iteration 71Q: 3 clusters Score -1.383151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118883 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13831504.000000 Penalty: 3801.171875
	Iteration 72Q: 3 clusters Score -1.38315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118887 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13831496.000000 Penalty: 3801.171875
	Iteration 73Q: 3 clusters Score -1.38315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118895 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -13831498.000000 Penalty: 3801.171875
	Iteration 74Q: 3 clusters Score -1.38315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118901 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13831508.000000 Penalty: 3801.171875
	Iteration 75Q: 3 clusters Score -1.383151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -13831490.000000 Penalty: 3801.171875
	Iteration 76Q: 3 clusters Score -1.383149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118918 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -13831496.000000 Penalty: 3801.171875
	Iteration 77Q: 3 clusters Score -1.38315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13831497.000000 Penalty: 3801.171875
	Iteration 78Q: 3 clusters Score -1.38315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118931 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13831502.000000 Penalty: 3801.171875
	Iteration 79Q: 3 clusters Score -1.38315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118935 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -13831500.000000 Penalty: 3801.171875
	Iteration 80F: 3 clusters Score -1.38315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118938 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13831504.000000 Penalty: 3801.171875
	Iteration 81Q: 3 clusters Score -1.38315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118938 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13831502.000000 Penalty: 3801.171875
	Iteration 82Q: 3 clusters Score -1.38315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118939 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -13831499.000000 Penalty: 3801.171875
	Iteration 83Q: 3 clusters Score -1.38315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118941 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -13831501.000000 Penalty: 3801.171875
	Iteration 84Q: 3 clusters Score -1.38315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118944 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13831508.000000 Penalty: 3801.171875
	Iteration 85Q: 3 clusters Score -1.383151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118947 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -13831505.000000 Penalty: 3801.171875
	Iteration 86Q: 3 clusters Score -1.38315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -13831505.000000 Penalty: 3801.171875
	Iteration 87Q: 3 clusters Score -1.38315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118953 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13831498.000000 Penalty: 3801.171875
	Iteration 88Q: 3 clusters Score -1.38315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118957 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -13831497.000000 Penalty: 3801.171875
	Iteration 89Q: 3 clusters Score -1.38315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118965 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13831510.000000 Penalty: 3801.171875
	Iteration 90Q: 3 clusters Score -1.383151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118971 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13831516.000000 Penalty: 3801.171875
	Iteration 91Q: 3 clusters Score -1.383152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118973 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -13831531.000000 Penalty: 3801.171875
	Iteration 92Q: 3 clusters Score -1.383153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118979 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -13831536.000000 Penalty: 3801.171875
	Iteration 93Q: 3 clusters Score -1.383154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118987 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -13831538.000000 Penalty: 3801.171875
	Iteration 94Q: 3 clusters Score -1.383154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118993 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13831538.000000 Penalty: 3801.171875
	Iteration 95Q: 3 clusters Score -1.383154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118992 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -13831545.000000 Penalty: 3801.171875
	Iteration 96Q: 3 clusters Score -1.383154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118992 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -13831538.000000 Penalty: 3801.171875
	Iteration 97Q: 3 clusters Score -1.383154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118992 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -13831541.000000 Penalty: 3801.171875
	Iteration 98Q: 3 clusters Score -1.383154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118993 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13831538.000000 Penalty: 3801.171875
	Iteration 99Q: 3 clusters Score -1.383154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118995 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13831541.000000 Penalty: 3801.171875
	Iteration 100F: 3 clusters Score -1.383154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Entering Unmasked Estep 
Score: -2607044.250000 Penalty: 1624.123657
	Iteration 0F: 2 clusters Score -2607044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2592160.000000 Penalty: 3248.247314
	Iteration 0F: 3 clusters Score -2592160 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2597487.000000 Penalty: 3248.247314
	Iteration 1F: 3 clusters Score -2597487 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2597844.250000 Penalty: 3248.247314
	Iteration 2Q: 3 clusters Score -2597844 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2598195.000000 Penalty: 3248.247314
	Iteration 3Q: 3 clusters Score -2598195 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2598495.500000 Penalty: 3248.247314
	Iteration 4Q: 3 clusters Score -2598496 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2598730.500000 Penalty: 3248.247314
	Iteration 5Q: 3 clusters Score -2598730 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2598938.250000 Penalty: 3248.247314
	Iteration 6Q: 3 clusters Score -2598938 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2599180.500000 Penalty: 3248.247314
	Iteration 7Q: 3 clusters Score -2599180 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2599450.500000 Penalty: 3248.247314
	Iteration 8Q: 3 clusters Score -2599450 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2599846.500000 Penalty: 3248.247314
	Iteration 9Q: 3 clusters Score -2599846 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2600374.250000 Penalty: 3248.247314
	Iteration 10Q: 3 clusters Score -2600374 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2601057.250000 Penalty: 3248.247314
	Iteration 11Q: 3 clusters Score -2601057 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2601865.250000 Penalty: 3248.247314
	Iteration 12Q: 3 clusters Score -2601865 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2602610.250000 Penalty: 3248.247314
	Iteration 13Q: 3 clusters Score -2602610 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2603191.500000 Penalty: 3248.247314
	Iteration 14Q: 3 clusters Score -2603192 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2603659.250000 Penalty: 3248.247314
	Iteration 15Q: 3 clusters Score -2603659 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2604032.000000 Penalty: 3248.247314
	Iteration 16Q: 3 clusters Score -2604032 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2604331.000000 Penalty: 3248.247314
	Iteration 17Q: 3 clusters Score -2604331 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2604598.500000 Penalty: 3248.247314
	Iteration 18Q: 3 clusters Score -2604598 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2604825.750000 Penalty: 3248.247314
	Iteration 19Q: 3 clusters Score -2604826 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2604992.500000 Penalty: 3248.247314
	Iteration 20F: 3 clusters Score -2604992 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2605127.500000 Penalty: 3248.247314
	Iteration 21Q: 3 clusters Score -2605128 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2605232.500000 Penalty: 3248.247314
	Iteration 22Q: 3 clusters Score -2605232 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2605303.750000 Penalty: 3248.247314
	Iteration 23Q: 3 clusters Score -2605304 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2605360.000000 Penalty: 3248.247314
	Iteration 24Q: 3 clusters Score -2605360 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2605420.000000 Penalty: 3248.247314
	Iteration 25Q: 3 clusters Score -2605420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2605463.750000 Penalty: 3248.247314
	Iteration 26Q: 3 clusters Score -2605464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2605501.000000 Penalty: 3248.247314
	Iteration 27Q: 3 clusters Score -2605501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2605525.500000 Penalty: 3248.247314
	Iteration 28Q: 3 clusters Score -2605526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2605552.500000 Penalty: 3248.247314
	Iteration 29Q: 3 clusters Score -2605552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2605570.250000 Penalty: 3248.247314
	Iteration 30Q: 3 clusters Score -2605570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2605588.500000 Penalty: 3248.247314
	Iteration 31Q: 3 clusters Score -2605588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2605611.500000 Penalty: 3248.247314
	Iteration 32Q: 3 clusters Score -2605612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2605631.000000 Penalty: 3248.247314
	Iteration 33Q: 3 clusters Score -2605631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2605643.250000 Penalty: 3248.247314
	Iteration 34Q: 3 clusters Score -2605643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2605657.000000 Penalty: 3248.247314
	Iteration 35Q: 3 clusters Score -2605657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2605663.250000 Penalty: 3248.247314
	Iteration 36Q: 3 clusters Score -2605663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2605669.000000 Penalty: 3248.247314
	Iteration 37Q: 3 clusters Score -2605669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2605672.750000 Penalty: 3248.247314
	Iteration 38Q: 3 clusters Score -2605673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2605679.250000 Penalty: 3248.247314
	Iteration 39Q: 3 clusters Score -2605679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2605685.000000 Penalty: 3248.247314
	Iteration 40F: 3 clusters Score -2605685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2605691.000000 Penalty: 3248.247314
	Iteration 41Q: 3 clusters Score -2605691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2605692.250000 Penalty: 3248.247314
	Iteration 42Q: 3 clusters Score -2605692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2605694.750000 Penalty: 3248.247314
	Iteration 43Q: 3 clusters Score -2605695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2605695.500000 Penalty: 3248.247314
	Iteration 44Q: 3 clusters Score -2605696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2605695.500000 Penalty: 3248.247314
	Iteration 45Q: 3 clusters Score -2605696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2605699.750000 Penalty: 3248.247314
	Iteration 46Q: 3 clusters Score -2605700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2605701.500000 Penalty: 3248.247314
	Iteration 47Q: 3 clusters Score -2605702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2605702.750000 Penalty: 3248.247314
	Iteration 48Q: 3 clusters Score -2605703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2605702.250000 Penalty: 3248.247314
	Iteration 49Q: 3 clusters Score -2605702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2605706.000000 Penalty: 3248.247314
	Iteration 50Q: 3 clusters Score -2605706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2605706.500000 Penalty: 3248.247314
	Iteration 51Q: 3 clusters Score -2605706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2605706.250000 Penalty: 3248.247314
	Iteration 52Q: 3 clusters Score -2605706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2605710.500000 Penalty: 3248.247314
	Iteration 53Q: 3 clusters Score -2605710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2605713.750000 Penalty: 3248.247314
	Iteration 54Q: 3 clusters Score -2605714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2605716.500000 Penalty: 3248.247314
	Iteration 55Q: 3 clusters Score -2605716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2605719.000000 Penalty: 3248.247314
	Iteration 56Q: 3 clusters Score -2605719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2605719.000000 Penalty: 3248.247314
	Iteration 57F: 3 clusters Score -2605719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Entering Unmasked Estep 
Score: -606089.750000 Penalty: 1386.879028
	Iteration 0F: 2 clusters Score -606089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -602045.625000 Penalty: 2773.758057
	Iteration 0F: 3 clusters Score -602045.6 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -603081.500000 Penalty: 2773.758057
	Iteration 1F: 3 clusters Score -603081.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -603260.875000 Penalty: 2773.758057
	Iteration 2F: 3 clusters Score -603260.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -603398.312500 Penalty: 2773.758057
	Iteration 3F: 3 clusters Score -603398.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -603506.562500 Penalty: 2773.758057
	Iteration 4Q: 3 clusters Score -603506.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -603598.500000 Penalty: 2773.758057
	Iteration 5Q: 3 clusters Score -603598.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -603686.312500 Penalty: 2773.758057
	Iteration 6Q: 3 clusters Score -603686.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -603765.625000 Penalty: 2773.758057
	Iteration 7Q: 3 clusters Score -603765.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -603864.562500 Penalty: 2773.758057
	Iteration 8Q: 3 clusters Score -603864.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -603991.812500 Penalty: 2773.758057
	Iteration 9Q: 3 clusters Score -603991.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -604133.250000 Penalty: 2773.758057
	Iteration 10Q: 3 clusters Score -604133.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -604276.562500 Penalty: 2773.758057
	Iteration 11Q: 3 clusters Score -604276.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -604396.937500 Penalty: 2773.758057
	Iteration 12Q: 3 clusters Score -604396.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -604511.750000 Penalty: 2773.758057
	Iteration 13Q: 3 clusters Score -604511.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -604588.187500 Penalty: 2773.758057
	Iteration 14Q: 3 clusters Score -604588.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -604651.375000 Penalty: 2773.758057
	Iteration 15Q: 3 clusters Score -604651.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -604712.125000 Penalty: 2773.758057
	Iteration 16Q: 3 clusters Score -604712.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -604763.687500 Penalty: 2773.758057
	Iteration 17Q: 3 clusters Score -604763.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -604809.687500 Penalty: 2773.758057
	Iteration 18Q: 3 clusters Score -604809.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -604840.312500 Penalty: 2773.758057
	Iteration 19Q: 3 clusters Score -604840.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -604857.500000 Penalty: 2773.758057
	Iteration 20F: 3 clusters Score -604857.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -604876.437500 Penalty: 2773.758057
	Iteration 21Q: 3 clusters Score -604876.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -604887.500000 Penalty: 2773.758057
	Iteration 22Q: 3 clusters Score -604887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -604895.312500 Penalty: 2773.758057
	Iteration 23Q: 3 clusters Score -604895.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -604904.000000 Penalty: 2773.758057
	Iteration 24Q: 3 clusters Score -604904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -604908.812500 Penalty: 2773.758057
	Iteration 25Q: 3 clusters Score -604908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -604910.562500 Penalty: 2773.758057
	Iteration 26Q: 3 clusters Score -604910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -604913.875000 Penalty: 2773.758057
	Iteration 27Q: 3 clusters Score -604913.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -604915.687500 Penalty: 2773.758057
	Iteration 28Q: 3 clusters Score -604915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -604915.687500 Penalty: 2773.758057
	Iteration 29F: 3 clusters Score -604915.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -144532.750000 Penalty: 1163.384888
	Iteration 0F: 2 clusters Score -144532.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -142986.203125 Penalty: 2326.769775
	Iteration 0F: 3 clusters Score -142986.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -143372.015625 Penalty: 2326.769775
	Iteration 1F: 3 clusters Score -143372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -143486.859375 Penalty: 2326.769775
	Iteration 2F: 3 clusters Score -143486.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -143597.359375 Penalty: 2326.769775
	Iteration 3F: 3 clusters Score -143597.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -143718.343750 Penalty: 2326.769775
	Iteration 4F: 3 clusters Score -143718.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -143899.875000 Penalty: 2326.769775
	Iteration 5F: 3 clusters Score -143899.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -143999.093750 Penalty: 2326.769775
	Iteration 6F: 3 clusters Score -143999.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -144067.515625 Penalty: 2326.769775
	Iteration 7Q: 3 clusters Score -144067.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -144109.984375 Penalty: 2326.769775
	Iteration 8Q: 3 clusters Score -144110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -144135.906250 Penalty: 2326.769775
	Iteration 9Q: 3 clusters Score -144135.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -144164.968750 Penalty: 2326.769775
	Iteration 10Q: 3 clusters Score -144165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -144190.812500 Penalty: 2326.769775
	Iteration 11Q: 3 clusters Score -144190.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -144203.109375 Penalty: 2326.769775
	Iteration 12Q: 3 clusters Score -144203.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -144215.968750 Penalty: 2326.769775
	Iteration 13Q: 3 clusters Score -144216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -144227.578125 Penalty: 2326.769775
	Iteration 14Q: 3 clusters Score -144227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -144237.937500 Penalty: 2326.769775
	Iteration 15Q: 3 clusters Score -144237.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -144252.156250 Penalty: 2326.769775
	Iteration 16Q: 3 clusters Score -144252.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -144261.734375 Penalty: 2326.769775
	Iteration 17Q: 3 clusters Score -144261.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -144272.312500 Penalty: 2326.769775
	Iteration 18Q: 3 clusters Score -144272.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -144280.015625 Penalty: 2326.769775
	Iteration 19Q: 3 clusters Score -144280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -144283.937500 Penalty: 2326.769775
	Iteration 20F: 3 clusters Score -144283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -144286.343750 Penalty: 2326.769775
	Iteration 21Q: 3 clusters Score -144286.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -144296.078125 Penalty: 2326.769775
	Iteration 22Q: 3 clusters Score -144296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -144302.109375 Penalty: 2326.769775
	Iteration 23Q: 3 clusters Score -144302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -144307.875000 Penalty: 2326.769775
	Iteration 24Q: 3 clusters Score -144307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -144311.375000 Penalty: 2326.769775
	Iteration 25Q: 3 clusters Score -144311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -144322.218750 Penalty: 2326.769775
	Iteration 26Q: 3 clusters Score -144322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -144326.359375 Penalty: 2326.769775
	Iteration 27Q: 3 clusters Score -144326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -144326.359375 Penalty: 2326.769775
	Iteration 28F: 3 clusters Score -144326.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (153586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153586 members 
Entering Unmasked Estep 
Score: -17886666.000000 Penalty: 1940.577515
	Iteration 0F: 2 clusters Score -1.788667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -17816650.000000 Penalty: 3881.155029
	Iteration 0F: 3 clusters Score -1.781665e+07 nChanged 74249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -17859930.000000 Penalty: 3881.155029
	Iteration 1F: 3 clusters Score -1.785993e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
Score: -17861076.000000 Penalty: 3881.155029
	Iteration 2Q: 3 clusters Score -1.786108e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 87656 members 
Entering Unmasked Estep 
Score: -17862550.000000 Penalty: 3881.155029
	Iteration 3Q: 3 clusters Score -1.786255e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 92708 members 
Entering Unmasked Estep 
Score: -17865100.000000 Penalty: 3881.155029
	Iteration 4Q: 3 clusters Score -1.78651e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 98556 members 
Entering Unmasked Estep 
Score: -17869152.000000 Penalty: 3881.155029
	Iteration 5F: 3 clusters Score -1.786915e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -17876298.000000 Penalty: 3881.155029
	Iteration 6F: 3 clusters Score -1.78763e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 107852 members 
Entering Unmasked Estep 
Score: -17883952.000000 Penalty: 3881.155029
	Iteration 7F: 3 clusters Score -1.788395e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 109661 members 
Entering Unmasked Estep 
Score: -17889228.000000 Penalty: 3881.155029
	Iteration 8F: 3 clusters Score -1.788923e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -17890760.000000 Penalty: 3881.155029
	Iteration 9Q: 3 clusters Score -1.789076e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 110497 members 
Entering Unmasked Estep 
Score: -17891088.000000 Penalty: 3881.155029
	Iteration 10Q: 3 clusters Score -1.789109e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 110663 members 
Entering Unmasked Estep 
Score: -17891236.000000 Penalty: 3881.155029
	Iteration 11Q: 3 clusters Score -1.789124e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 110687 members 
Entering Unmasked Estep 
Score: -17891258.000000 Penalty: 3881.155029
	Iteration 12Q: 3 clusters Score -1.789126e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 110587 members 
Entering Unmasked Estep 
Score: -17891244.000000 Penalty: 3881.155029
	Iteration 13Q: 3 clusters Score -1.789124e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -17891300.000000 Penalty: 3881.155029
	Iteration 14Q: 3 clusters Score -1.78913e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 110112 members 
Entering Unmasked Estep 
Score: -17891338.000000 Penalty: 3881.155029
	Iteration 15Q: 3 clusters Score -1.789134e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 109731 members 
Entering Unmasked Estep 
Score: -17891492.000000 Penalty: 3881.155029
	Iteration 16Q: 3 clusters Score -1.789149e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 109240 members 
Entering Unmasked Estep 
Score: -17891516.000000 Penalty: 3881.155029
	Iteration 17Q: 3 clusters Score -1.789152e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 108674 members 
Entering Unmasked Estep 
Score: -17891648.000000 Penalty: 3881.155029
	Iteration 18Q: 3 clusters Score -1.789165e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 107949 members 
Entering Unmasked Estep 
Score: -17891802.000000 Penalty: 3881.155029
	Iteration 19Q: 3 clusters Score -1.78918e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 107172 members 
Entering Unmasked Estep 
Score: -17892042.000000 Penalty: 3881.155029
	Iteration 20F: 3 clusters Score -1.789204e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -17892188.000000 Penalty: 3881.155029
	Iteration 21Q: 3 clusters Score -1.789219e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 105554 members 
Entering Unmasked Estep 
Score: -17892258.000000 Penalty: 3881.155029
	Iteration 22Q: 3 clusters Score -1.789226e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 104663 members 
Entering Unmasked Estep 
Score: -17892378.000000 Penalty: 3881.155029
	Iteration 23Q: 3 clusters Score -1.789238e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 103728 members 
Entering Unmasked Estep 
Score: -17892500.000000 Penalty: 3881.155029
	Iteration 24Q: 3 clusters Score -1.78925e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -17892552.000000 Penalty: 3881.155029
	Iteration 25Q: 3 clusters Score -1.789255e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -17892460.000000 Penalty: 3881.155029
	Iteration 26Q: 3 clusters Score -1.789246e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 100334 members 
Entering Unmasked Estep 
Score: -17892304.000000 Penalty: 3881.155029
	Iteration 27Q: 3 clusters Score -1.78923e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 98855 members 
Entering Unmasked Estep 
Score: -17892596.000000 Penalty: 3881.155029
	Iteration 28Q: 3 clusters Score -1.78926e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -17892956.000000 Penalty: 3881.155029
	Iteration 29Q: 3 clusters Score -1.789296e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -17893334.000000 Penalty: 3881.155029
	Iteration 30Q: 3 clusters Score -1.789333e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 94374 members 
Entering Unmasked Estep 
Score: -17893602.000000 Penalty: 3881.155029
	Iteration 31Q: 3 clusters Score -1.78936e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 92831 members 
Entering Unmasked Estep 
Score: -17894048.000000 Penalty: 3881.155029
	Iteration 32Q: 3 clusters Score -1.789405e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -17894498.000000 Penalty: 3881.155029
	Iteration 33Q: 3 clusters Score -1.78945e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -17894824.000000 Penalty: 3881.155029
	Iteration 34Q: 3 clusters Score -1.789482e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -17895180.000000 Penalty: 3881.155029
	Iteration 35Q: 3 clusters Score -1.789518e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -17895738.000000 Penalty: 3881.155029
	Iteration 36Q: 3 clusters Score -1.789574e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 85043 members 
Entering Unmasked Estep 
Score: -17896122.000000 Penalty: 3881.155029
	Iteration 37Q: 3 clusters Score -1.789612e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -17896640.000000 Penalty: 3881.155029
	Iteration 38Q: 3 clusters Score -1.789664e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -17897132.000000 Penalty: 3881.155029
	Iteration 39Q: 3 clusters Score -1.789713e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -17897524.000000 Penalty: 3881.155029
	Iteration 40F: 3 clusters Score -1.789752e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -17898068.000000 Penalty: 3881.155029
	Iteration 41Q: 3 clusters Score -1.789807e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -17898734.000000 Penalty: 3881.155029
	Iteration 42Q: 3 clusters Score -1.789873e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74788 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -17899260.000000 Penalty: 3881.155029
	Iteration 43Q: 3 clusters Score -1.789926e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -17899940.000000 Penalty: 3881.155029
	Iteration 44Q: 3 clusters Score -1.789994e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -17900764.000000 Penalty: 3881.155029
	Iteration 45Q: 3 clusters Score -1.790076e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76568 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -17901532.000000 Penalty: 3881.155029
	Iteration 46Q: 3 clusters Score -1.790153e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -17902258.000000 Penalty: 3881.155029
	Iteration 47Q: 3 clusters Score -1.790226e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -17903100.000000 Penalty: 3881.155029
	Iteration 48Q: 3 clusters Score -1.79031e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77410 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -17903878.000000 Penalty: 3881.155029
	Iteration 49Q: 3 clusters Score -1.790388e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -17904534.000000 Penalty: 3881.155029
	Iteration 50Q: 3 clusters Score -1.790453e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -17905170.000000 Penalty: 3881.155029
	Iteration 51Q: 3 clusters Score -1.790517e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -17905502.000000 Penalty: 3881.155029
	Iteration 52Q: 3 clusters Score -1.79055e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -17905810.000000 Penalty: 3881.155029
	Iteration 53Q: 3 clusters Score -1.790581e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 75658 members 
Entering Unmasked Estep 
Score: -17906002.000000 Penalty: 3881.155029
	Iteration 54Q: 3 clusters Score -1.7906e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -17906260.000000 Penalty: 3881.155029
	Iteration 55Q: 3 clusters Score -1.790626e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -17906306.000000 Penalty: 3881.155029
	Iteration 56Q: 3 clusters Score -1.790631e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -17906400.000000 Penalty: 3881.155029
	Iteration 57Q: 3 clusters Score -1.79064e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -17906464.000000 Penalty: 3881.155029
	Iteration 58Q: 3 clusters Score -1.790646e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -17906498.000000 Penalty: 3881.155029
	Iteration 59Q: 3 clusters Score -1.79065e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77732 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -17906596.000000 Penalty: 3881.155029
	Iteration 60F: 3 clusters Score -1.79066e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -17906650.000000 Penalty: 3881.155029
	Iteration 61Q: 3 clusters Score -1.790665e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77562 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
Score: -17906702.000000 Penalty: 3881.155029
	Iteration 62Q: 3 clusters Score -1.79067e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -17906672.000000 Penalty: 3881.155029
	Iteration 63Q: 3 clusters Score -1.790667e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -17906730.000000 Penalty: 3881.155029
	Iteration 64Q: 3 clusters Score -1.790673e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -17906742.000000 Penalty: 3881.155029
	Iteration 65Q: 3 clusters Score -1.790674e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 76725 members 
Entering Unmasked Estep 
Score: -17906766.000000 Penalty: 3881.155029
	Iteration 66Q: 3 clusters Score -1.790677e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -17906812.000000 Penalty: 3881.155029
	Iteration 67Q: 3 clusters Score -1.790681e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76503 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -17906850.000000 Penalty: 3881.155029
	Iteration 68Q: 3 clusters Score -1.790685e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -17906870.000000 Penalty: 3881.155029
	Iteration 69Q: 3 clusters Score -1.790687e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
Score: -17906856.000000 Penalty: 3881.155029
	Iteration 70Q: 3 clusters Score -1.790686e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -17906858.000000 Penalty: 3881.155029
	Iteration 71Q: 3 clusters Score -1.790686e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75844 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -17906844.000000 Penalty: 3881.155029
	Iteration 72Q: 3 clusters Score -1.790684e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -17906846.000000 Penalty: 3881.155029
	Iteration 73Q: 3 clusters Score -1.790685e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -17906842.000000 Penalty: 3881.155029
	Iteration 74Q: 3 clusters Score -1.790684e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 78156 members 
Entering Unmasked Estep 
Score: -17906842.000000 Penalty: 3881.155029
	Iteration 75Q: 3 clusters Score -1.790684e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -17906868.000000 Penalty: 3881.155029
	Iteration 76Q: 3 clusters Score -1.790687e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75187 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -17906886.000000 Penalty: 3881.155029
	Iteration 77Q: 3 clusters Score -1.790689e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -17906878.000000 Penalty: 3881.155029
	Iteration 78Q: 3 clusters Score -1.790688e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 78617 members 
Entering Unmasked Estep 
Score: -17906894.000000 Penalty: 3881.155029
	Iteration 79Q: 3 clusters Score -1.790689e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -17906888.000000 Penalty: 3881.155029
	Iteration 80F: 3 clusters Score -1.790689e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -17906862.000000 Penalty: 3881.155029
	Iteration 81Q: 3 clusters Score -1.790686e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -17906874.000000 Penalty: 3881.155029
	Iteration 82Q: 3 clusters Score -1.790687e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -17906872.000000 Penalty: 3881.155029
	Iteration 83Q: 3 clusters Score -1.790687e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -17906900.000000 Penalty: 3881.155029
	Iteration 84Q: 3 clusters Score -1.79069e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -17906876.000000 Penalty: 3881.155029
	Iteration 85Q: 3 clusters Score -1.790688e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74206 members 
Mstep: Class 2 contains 79380 members 
Entering Unmasked Estep 
Score: -17906900.000000 Penalty: 3881.155029
	Iteration 86Q: 3 clusters Score -1.79069e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -17906918.000000 Penalty: 3881.155029
	Iteration 87Q: 3 clusters Score -1.790692e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -17906930.000000 Penalty: 3881.155029
	Iteration 88Q: 3 clusters Score -1.790693e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -17906938.000000 Penalty: 3881.155029
	Iteration 89Q: 3 clusters Score -1.790694e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -17906910.000000 Penalty: 3881.155029
	Iteration 90Q: 3 clusters Score -1.790691e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -17906878.000000 Penalty: 3881.155029
	Iteration 91Q: 3 clusters Score -1.790688e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -17906834.000000 Penalty: 3881.155029
	Iteration 92Q: 3 clusters Score -1.790683e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -17906822.000000 Penalty: 3881.155029
	Iteration 93Q: 3 clusters Score -1.790682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -17906834.000000 Penalty: 3881.155029
	Iteration 94Q: 3 clusters Score -1.790683e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -17906824.000000 Penalty: 3881.155029
	Iteration 95Q: 3 clusters Score -1.790682e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -17906788.000000 Penalty: 3881.155029
	Iteration 96Q: 3 clusters Score -1.790679e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -17906808.000000 Penalty: 3881.155029
	Iteration 97Q: 3 clusters Score -1.790681e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -17906798.000000 Penalty: 3881.155029
	Iteration 98Q: 3 clusters Score -1.79068e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 80497 members 
Entering Unmasked Estep 
Score: -17906798.000000 Penalty: 3881.155029
	Iteration 99Q: 3 clusters Score -1.79068e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -17906796.000000 Penalty: 3881.155029
	Iteration 100F: 3 clusters Score -1.79068e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -17906772.000000 Penalty: 3881.155029
	Iteration 101Q: 3 clusters Score -1.790677e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -17906776.000000 Penalty: 3881.155029
	Iteration 102Q: 3 clusters Score -1.790678e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -17906772.000000 Penalty: 3881.155029
	Iteration 103Q: 3 clusters Score -1.790677e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72798 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -17906758.000000 Penalty: 3881.155029
	Iteration 104Q: 3 clusters Score -1.790676e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72745 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -17906764.000000 Penalty: 3881.155029
	Iteration 105Q: 3 clusters Score -1.790676e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -17906780.000000 Penalty: 3881.155029
	Iteration 106Q: 3 clusters Score -1.790678e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -17906798.000000 Penalty: 3881.155029
	Iteration 107Q: 3 clusters Score -1.79068e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -17906794.000000 Penalty: 3881.155029
	Iteration 108Q: 3 clusters Score -1.790679e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 81044 members 
Entering Unmasked Estep 
Score: -17906808.000000 Penalty: 3881.155029
	Iteration 109Q: 3 clusters Score -1.790681e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -17906778.000000 Penalty: 3881.155029
	Iteration 110Q: 3 clusters Score -1.790678e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -17906754.000000 Penalty: 3881.155029
	Iteration 111Q: 3 clusters Score -1.790675e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -17906744.000000 Penalty: 3881.155029
	Iteration 112Q: 3 clusters Score -1.790674e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -17906740.000000 Penalty: 3881.155029
	Iteration 113Q: 3 clusters Score -1.790674e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -17906744.000000 Penalty: 3881.155029
	Iteration 114Q: 3 clusters Score -1.790674e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 81429 members 
Entering Unmasked Estep 
Score: -17906752.000000 Penalty: 3881.155029
	Iteration 115Q: 3 clusters Score -1.790675e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -17906738.000000 Penalty: 3881.155029
	Iteration 116Q: 3 clusters Score -1.790674e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -17906730.000000 Penalty: 3881.155029
	Iteration 117Q: 3 clusters Score -1.790673e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 81601 members 
Entering Unmasked Estep 
Score: -17906726.000000 Penalty: 3881.155029
	Iteration 118Q: 3 clusters Score -1.790673e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -17906714.000000 Penalty: 3881.155029
	Iteration 119Q: 3 clusters Score -1.790671e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -17906722.000000 Penalty: 3881.155029
	Iteration 120F: 3 clusters Score -1.790672e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -17906742.000000 Penalty: 3881.155029
	Iteration 121Q: 3 clusters Score -1.790674e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 81829 members 
Entering Unmasked Estep 
Score: -17906748.000000 Penalty: 3881.155029
	Iteration 122Q: 3 clusters Score -1.790675e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 81887 members 
Entering Unmasked Estep 
Score: -17906752.000000 Penalty: 3881.155029
	Iteration 123Q: 3 clusters Score -1.790675e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71650 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -17906742.000000 Penalty: 3881.155029
	Iteration 124Q: 3 clusters Score -1.790674e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 81979 members 
Entering Unmasked Estep 
Score: -17906748.000000 Penalty: 3881.155029
	Iteration 125Q: 3 clusters Score -1.790675e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -17906720.000000 Penalty: 3881.155029
	Iteration 126Q: 3 clusters Score -1.790672e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -17906712.000000 Penalty: 3881.155029
	Iteration 127Q: 3 clusters Score -1.790671e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71482 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -17906692.000000 Penalty: 3881.155029
	Iteration 128Q: 3 clusters Score -1.790669e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 82153 members 
Entering Unmasked Estep 
Score: -17906686.000000 Penalty: 3881.155029
	Iteration 129Q: 3 clusters Score -1.790669e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 82190 members 
Entering Unmasked Estep 
Score: -17906692.000000 Penalty: 3881.155029
	Iteration 130Q: 3 clusters Score -1.790669e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -17906672.000000 Penalty: 3881.155029
	Iteration 131Q: 3 clusters Score -1.790667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 82266 members 
Entering Unmasked Estep 
Score: -17906682.000000 Penalty: 3881.155029
	Iteration 132Q: 3 clusters Score -1.790668e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 82297 members 
Entering Unmasked Estep 
Score: -17906694.000000 Penalty: 3881.155029
	Iteration 133Q: 3 clusters Score -1.790669e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -17906682.000000 Penalty: 3881.155029
	Iteration 134Q: 3 clusters Score -1.790668e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71221 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -17906664.000000 Penalty: 3881.155029
	Iteration 135Q: 3 clusters Score -1.790666e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 82415 members 
Entering Unmasked Estep 
Score: -17906676.000000 Penalty: 3881.155029
	Iteration 136Q: 3 clusters Score -1.790668e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -17906666.000000 Penalty: 3881.155029
	Iteration 137Q: 3 clusters Score -1.790667e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -17906666.000000 Penalty: 3881.155029
	Iteration 138Q: 3 clusters Score -1.790667e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 82566 members 
Entering Unmasked Estep 
Score: -17906636.000000 Penalty: 3881.155029
	Iteration 139Q: 3 clusters Score -1.790664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -17906634.000000 Penalty: 3881.155029
	Iteration 140F: 3 clusters Score -1.790663e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -17906656.000000 Penalty: 3881.155029
	Iteration 141Q: 3 clusters Score -1.790666e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -17906604.000000 Penalty: 3881.155029
	Iteration 142Q: 3 clusters Score -1.79066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
Score: -17906598.000000 Penalty: 3881.155029
	Iteration 143Q: 3 clusters Score -1.79066e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -17906608.000000 Penalty: 3881.155029
	Iteration 144Q: 3 clusters Score -1.790661e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 82826 members 
Entering Unmasked Estep 
Score: -17906590.000000 Penalty: 3881.155029
	Iteration 145Q: 3 clusters Score -1.790659e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -17906602.000000 Penalty: 3881.155029
	Iteration 146Q: 3 clusters Score -1.79066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -17906602.000000 Penalty: 3881.155029
	Iteration 147Q: 3 clusters Score -1.79066e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -17906622.000000 Penalty: 3881.155029
	Iteration 148Q: 3 clusters Score -1.790662e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -17906628.000000 Penalty: 3881.155029
	Iteration 149Q: 3 clusters Score -1.790663e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
Score: -17906618.000000 Penalty: 3881.155029
	Iteration 150Q: 3 clusters Score -1.790662e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -17906610.000000 Penalty: 3881.155029
	Iteration 151Q: 3 clusters Score -1.790661e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 83117 members 
Entering Unmasked Estep 
Score: -17906606.000000 Penalty: 3881.155029
	Iteration 152Q: 3 clusters Score -1.790661e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -17906630.000000 Penalty: 3881.155029
	Iteration 153Q: 3 clusters Score -1.790663e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -17906642.000000 Penalty: 3881.155029
	Iteration 154Q: 3 clusters Score -1.790664e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -17906632.000000 Penalty: 3881.155029
	Iteration 155Q: 3 clusters Score -1.790663e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -17906630.000000 Penalty: 3881.155029
	Iteration 156Q: 3 clusters Score -1.790663e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -17906624.000000 Penalty: 3881.155029
	Iteration 157Q: 3 clusters Score -1.790662e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -17906620.000000 Penalty: 3881.155029
	Iteration 158Q: 3 clusters Score -1.790662e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -17906616.000000 Penalty: 3881.155029
	Iteration 159Q: 3 clusters Score -1.790662e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -17906582.000000 Penalty: 3881.155029
	Iteration 160F: 3 clusters Score -1.790658e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 83662 members 
Entering Unmasked Estep 
Score: -17906570.000000 Penalty: 3881.155029
	Iteration 161Q: 3 clusters Score -1.790657e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -17906600.000000 Penalty: 3881.155029
	Iteration 162Q: 3 clusters Score -1.79066e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -17906592.000000 Penalty: 3881.155029
	Iteration 163Q: 3 clusters Score -1.790659e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 83846 members 
Entering Unmasked Estep 
Score: -17906574.000000 Penalty: 3881.155029
	Iteration 164Q: 3 clusters Score -1.790657e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69676 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -17906574.000000 Penalty: 3881.155029
	Iteration 165Q: 3 clusters Score -1.790657e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -17906564.000000 Penalty: 3881.155029
	Iteration 166Q: 3 clusters Score -1.790656e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 84057 members 
Entering Unmasked Estep 
Score: -17906540.000000 Penalty: 3881.155029
	Iteration 167Q: 3 clusters Score -1.790654e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -17906514.000000 Penalty: 3881.155029
	Iteration 168Q: 3 clusters Score -1.790651e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -17906516.000000 Penalty: 3881.155029
	Iteration 169Q: 3 clusters Score -1.790652e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -17906508.000000 Penalty: 3881.155029
	Iteration 170Q: 3 clusters Score -1.790651e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 84264 members 
Entering Unmasked Estep 
Score: -17906512.000000 Penalty: 3881.155029
	Iteration 171Q: 3 clusters Score -1.790651e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -17906522.000000 Penalty: 3881.155029
	Iteration 172Q: 3 clusters Score -1.790652e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 84322 members 
Entering Unmasked Estep 
Score: -17906522.000000 Penalty: 3881.155029
	Iteration 173Q: 3 clusters Score -1.790652e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -17906496.000000 Penalty: 3881.155029
	Iteration 174Q: 3 clusters Score -1.79065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -17906506.000000 Penalty: 3881.155029
	Iteration 175Q: 3 clusters Score -1.790651e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 84441 members 
Entering Unmasked Estep 
Score: -17906518.000000 Penalty: 3881.155029
	Iteration 176Q: 3 clusters Score -1.790652e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -17906504.000000 Penalty: 3881.155029
	Iteration 177Q: 3 clusters Score -1.79065e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -17906506.000000 Penalty: 3881.155029
	Iteration 178Q: 3 clusters Score -1.790651e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -17906482.000000 Penalty: 3881.155029
	Iteration 179Q: 3 clusters Score -1.790648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -17906490.000000 Penalty: 3881.155029
	Iteration 180F: 3 clusters Score -1.790649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -17906482.000000 Penalty: 3881.155029
	Iteration 181Q: 3 clusters Score -1.790648e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -17906504.000000 Penalty: 3881.155029
	Iteration 182Q: 3 clusters Score -1.79065e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 84652 members 
Entering Unmasked Estep 
Score: -17906502.000000 Penalty: 3881.155029
	Iteration 183Q: 3 clusters Score -1.79065e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -17906496.000000 Penalty: 3881.155029
	Iteration 184Q: 3 clusters Score -1.79065e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -17906476.000000 Penalty: 3881.155029
	Iteration 185Q: 3 clusters Score -1.790648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68853 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -17906456.000000 Penalty: 3881.155029
	Iteration 186Q: 3 clusters Score -1.790646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -17906452.000000 Penalty: 3881.155029
	Iteration 187Q: 3 clusters Score -1.790645e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -17906462.000000 Penalty: 3881.155029
	Iteration 188Q: 3 clusters Score -1.790646e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -17906454.000000 Penalty: 3881.155029
	Iteration 189Q: 3 clusters Score -1.790645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -17906460.000000 Penalty: 3881.155029
	Iteration 190Q: 3 clusters Score -1.790646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -17906448.000000 Penalty: 3881.155029
	Iteration 191Q: 3 clusters Score -1.790645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -17906448.000000 Penalty: 3881.155029
	Iteration 192Q: 3 clusters Score -1.790645e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -17906450.000000 Penalty: 3881.155029
	Iteration 193Q: 3 clusters Score -1.790645e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -17906436.000000 Penalty: 3881.155029
	Iteration 194Q: 3 clusters Score -1.790644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -17906428.000000 Penalty: 3881.155029
	Iteration 195Q: 3 clusters Score -1.790643e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
Score: -17906430.000000 Penalty: 3881.155029
	Iteration 196Q: 3 clusters Score -1.790643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -17906436.000000 Penalty: 3881.155029
	Iteration 197Q: 3 clusters Score -1.790644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -17906420.000000 Penalty: 3881.155029
	Iteration 198Q: 3 clusters Score -1.790642e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 85002 members 
Entering Unmasked Estep 
Score: -17906412.000000 Penalty: 3881.155029
	Iteration 199Q: 3 clusters Score -1.790641e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -17906416.000000 Penalty: 3881.155029
	Iteration 200F: 3 clusters Score -1.790642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68544 members 
Mstep: Class 2 contains 85042 members 
Entering Unmasked Estep 
Score: -17906398.000000 Penalty: 3881.155029
	Iteration 201Q: 3 clusters Score -1.79064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68528 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -17906408.000000 Penalty: 3881.155029
	Iteration 202Q: 3 clusters Score -1.790641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -17906404.000000 Penalty: 3881.155029
	Iteration 203Q: 3 clusters Score -1.79064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -17906402.000000 Penalty: 3881.155029
	Iteration 204Q: 3 clusters Score -1.79064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -17906386.000000 Penalty: 3881.155029
	Iteration 205Q: 3 clusters Score -1.790639e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -17906414.000000 Penalty: 3881.155029
	Iteration 206Q: 3 clusters Score -1.790641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -17906408.000000 Penalty: 3881.155029
	Iteration 207Q: 3 clusters Score -1.790641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68430 members 
Mstep: Class 2 contains 85156 members 
Entering Unmasked Estep 
Score: -17906424.000000 Penalty: 3881.155029
	Iteration 208Q: 3 clusters Score -1.790642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -17906404.000000 Penalty: 3881.155029
	Iteration 209Q: 3 clusters Score -1.79064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -17906408.000000 Penalty: 3881.155029
	Iteration 210Q: 3 clusters Score -1.790641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -17906404.000000 Penalty: 3881.155029
	Iteration 211Q: 3 clusters Score -1.79064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 85210 members 
Entering Unmasked Estep 
Score: -17906388.000000 Penalty: 3881.155029
	Iteration 212Q: 3 clusters Score -1.790639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 85219 members 
Entering Unmasked Estep 
Score: -17906392.000000 Penalty: 3881.155029
	Iteration 213Q: 3 clusters Score -1.790639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -17906402.000000 Penalty: 3881.155029
	Iteration 214Q: 3 clusters Score -1.79064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -17906406.000000 Penalty: 3881.155029
	Iteration 215Q: 3 clusters Score -1.790641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -17906412.000000 Penalty: 3881.155029
	Iteration 216Q: 3 clusters Score -1.790641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -17906418.000000 Penalty: 3881.155029
	Iteration 217Q: 3 clusters Score -1.790642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
Score: -17906426.000000 Penalty: 3881.155029
	Iteration 218Q: 3 clusters Score -1.790643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -17906408.000000 Penalty: 3881.155029
	Iteration 219Q: 3 clusters Score -1.790641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 85294 members 
Entering Unmasked Estep 
Score: -17906400.000000 Penalty: 3881.155029
	Iteration 220F: 3 clusters Score -1.79064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68288 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -17906386.000000 Penalty: 3881.155029
	Iteration 221Q: 3 clusters Score -1.790639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
Score: -17906406.000000 Penalty: 3881.155029
	Iteration 222Q: 3 clusters Score -1.790641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 85318 members 
Entering Unmasked Estep 
Score: -17906406.000000 Penalty: 3881.155029
	Iteration 223Q: 3 clusters Score -1.790641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -17906392.000000 Penalty: 3881.155029
	Iteration 224Q: 3 clusters Score -1.790639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 85342 members 
Entering Unmasked Estep 
Score: -17906390.000000 Penalty: 3881.155029
	Iteration 225Q: 3 clusters Score -1.790639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -17906378.000000 Penalty: 3881.155029
	Iteration 226Q: 3 clusters Score -1.790638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -17906380.000000 Penalty: 3881.155029
	Iteration 227Q: 3 clusters Score -1.790638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -17906384.000000 Penalty: 3881.155029
	Iteration 228Q: 3 clusters Score -1.790638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 85389 members 
Entering Unmasked Estep 
Score: -17906384.000000 Penalty: 3881.155029
	Iteration 229Q: 3 clusters Score -1.790638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68197 members 
Mstep: Class 2 contains 85389 members 
Entering Unmasked Estep 
Score: -17906368.000000 Penalty: 3881.155029
	Iteration 230Q: 3 clusters Score -1.790637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -17906370.000000 Penalty: 3881.155029
	Iteration 231Q: 3 clusters Score -1.790637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -17906378.000000 Penalty: 3881.155029
	Iteration 232Q: 3 clusters Score -1.790638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -17906366.000000 Penalty: 3881.155029
	Iteration 233Q: 3 clusters Score -1.790637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -17906366.000000 Penalty: 3881.155029
	Iteration 234Q: 3 clusters Score -1.790637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -17906366.000000 Penalty: 3881.155029
	Iteration 235F: 3 clusters Score -1.790637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 120080 members 
Mstep: Class 6 contains 21908 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 68191 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 638 members 
Mstep: Class 12 contains 131911 members 
Mstep: Class 13 contains 11273 members 
Mstep: Class 14 contains 52292 members 
Mstep: Class 15 contains 13433 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 86938 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 23067 members 
Mstep: Class 21 contains 85395 members 
Entering Unmasked Estep 
Score: -86130008.000000 Penalty: 46206.148438
Splitting cluster 9 changes total score from -86109168.000000 to -86130008.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (7707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Entering Unmasked Estep 
Score: -887106.187500 Penalty: 1454.356201
	Iteration 0F: 2 clusters Score -887106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -881468.687500 Penalty: 2908.712402
	Iteration 0F: 3 clusters Score -881468.7 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -883474.250000 Penalty: 2908.712402
	Iteration 1F: 3 clusters Score -883474.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -883895.125000 Penalty: 2908.712402
	Iteration 2F: 3 clusters Score -883895.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -884300.250000 Penalty: 2908.712402
	Iteration 3F: 3 clusters Score -884300.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -884712.500000 Penalty: 2908.712402
	Iteration 4F: 3 clusters Score -884712.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -885073.375000 Penalty: 2908.712402
	Iteration 5F: 3 clusters Score -885073.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -885402.625000 Penalty: 2908.712402
	Iteration 6Q: 3 clusters Score -885402.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -885717.437500 Penalty: 2908.712402
	Iteration 7Q: 3 clusters Score -885717.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -886000.562500 Penalty: 2908.712402
	Iteration 8Q: 3 clusters Score -886000.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -886232.562500 Penalty: 2908.712402
	Iteration 9Q: 3 clusters Score -886232.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -886431.812500 Penalty: 2908.712402
	Iteration 10Q: 3 clusters Score -886431.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -886586.500000 Penalty: 2908.712402
	Iteration 11Q: 3 clusters Score -886586.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -886666.937500 Penalty: 2908.712402
	Iteration 12Q: 3 clusters Score -886666.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -886708.937500 Penalty: 2908.712402
	Iteration 13Q: 3 clusters Score -886708.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -886733.562500 Penalty: 2908.712402
	Iteration 14Q: 3 clusters Score -886733.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -886751.937500 Penalty: 2908.712402
	Iteration 15Q: 3 clusters Score -886751.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -886766.812500 Penalty: 2908.712402
	Iteration 16Q: 3 clusters Score -886766.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -886772.812500 Penalty: 2908.712402
	Iteration 17Q: 3 clusters Score -886772.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -886780.875000 Penalty: 2908.712402
	Iteration 18Q: 3 clusters Score -886780.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -886789.875000 Penalty: 2908.712402
	Iteration 19Q: 3 clusters Score -886789.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -886799.562500 Penalty: 2908.712402
	Iteration 20F: 3 clusters Score -886799.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -886806.562500 Penalty: 2908.712402
	Iteration 21Q: 3 clusters Score -886806.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -886812.812500 Penalty: 2908.712402
	Iteration 22Q: 3 clusters Score -886812.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -886813.562500 Penalty: 2908.712402
	Iteration 23Q: 3 clusters Score -886813.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -886817.875000 Penalty: 2908.712402
	Iteration 24Q: 3 clusters Score -886817.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -886824.875000 Penalty: 2908.712402
	Iteration 25Q: 3 clusters Score -886824.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -886828.687500 Penalty: 2908.712402
	Iteration 26Q: 3 clusters Score -886828.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -886836.000000 Penalty: 2908.712402
	Iteration 27Q: 3 clusters Score -886836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -886843.062500 Penalty: 2908.712402
	Iteration 28Q: 3 clusters Score -886843.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -886856.562500 Penalty: 2908.712402
	Iteration 29Q: 3 clusters Score -886856.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -886867.250000 Penalty: 2908.712402
	Iteration 30Q: 3 clusters Score -886867.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -886876.687500 Penalty: 2908.712402
	Iteration 31Q: 3 clusters Score -886876.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -886886.437500 Penalty: 2908.712402
	Iteration 32Q: 3 clusters Score -886886.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -886896.250000 Penalty: 2908.712402
	Iteration 33Q: 3 clusters Score -886896.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -886906.500000 Penalty: 2908.712402
	Iteration 34Q: 3 clusters Score -886906.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -886911.750000 Penalty: 2908.712402
	Iteration 35Q: 3 clusters Score -886911.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -886919.812500 Penalty: 2908.712402
	Iteration 36Q: 3 clusters Score -886919.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -886925.937500 Penalty: 2908.712402
	Iteration 37Q: 3 clusters Score -886925.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -886933.312500 Penalty: 2908.712402
	Iteration 38Q: 3 clusters Score -886933.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -886937.562500 Penalty: 2908.712402
	Iteration 39Q: 3 clusters Score -886937.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -886939.000000 Penalty: 2908.712402
	Iteration 40F: 3 clusters Score -886939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -886940.187500 Penalty: 2908.712402
	Iteration 41Q: 3 clusters Score -886940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -886940.312500 Penalty: 2908.712402
	Iteration 42Q: 3 clusters Score -886940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -886940.312500 Penalty: 2908.712402
	Iteration 43Q: 3 clusters Score -886940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -886941.937500 Penalty: 2908.712402
	Iteration 44Q: 3 clusters Score -886941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -886941.812500 Penalty: 2908.712402
	Iteration 45Q: 3 clusters Score -886941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -886942.687500 Penalty: 2908.712402
	Iteration 46Q: 3 clusters Score -886942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -886940.187500 Penalty: 2908.712402
	Iteration 47Q: 3 clusters Score -886940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -886940.187500 Penalty: 2908.712402
	Iteration 48F: 3 clusters Score -886940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -50777.875000 Penalty: 1049.479980
	Iteration 0F: 2 clusters Score -50777.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -49896.421875 Penalty: 2098.959961
	Iteration 0F: 3 clusters Score -49896.42 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50813.625000 Penalty: 2098.959961
	Iteration 1F: 3 clusters Score -50813.62 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -52007.406250 Penalty: 2098.959961
	Iteration 2F: 3 clusters Score -52007.41 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53683.738281 Penalty: 2098.959961
	Iteration 3F: 3 clusters Score -53683.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54426.660156 Penalty: 2098.959961
	Iteration 4Q: 3 clusters Score -54426.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54572.585938 Penalty: 2098.959961
	Iteration 5Q: 3 clusters Score -54572.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54639.097656 Penalty: 2098.959961
	Iteration 6Q: 3 clusters Score -54639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54641.609375 Penalty: 2098.959961
	Iteration 7Q: 3 clusters Score -54641.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54641.609375 Penalty: 2098.959961
	Iteration 8F: 3 clusters Score -54641.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 120080 members 
Mstep: Class 6 contains 21908 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 68191 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 131911 members 
Mstep: Class 13 contains 11273 members 
Mstep: Class 14 contains 52292 members 
Mstep: Class 15 contains 13433 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 86938 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 23067 members 
Mstep: Class 21 contains 85395 members 
Mstep: Class 22 contains 271 members 
Entering Unmasked Estep 
Score: -86132656.000000 Penalty: 48406.441406
Splitting cluster 11 changes total score from -86109168.000000 to -86132656.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (131911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131911 members 
Entering Unmasked Estep 
Score: -15372745.000000 Penalty: 1915.855957
	Iteration 0F: 2 clusters Score -1.537274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -15303102.000000 Penalty: 3831.711914
	Iteration 0F: 3 clusters Score -1.53031e+07 nChanged 63467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -15340602.000000 Penalty: 3831.711914
	Iteration 1F: 3 clusters Score -1.53406e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70379 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -15341991.000000 Penalty: 3831.711914
	Iteration 2Q: 3 clusters Score -1.534199e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -15344097.000000 Penalty: 3831.711914
	Iteration 3Q: 3 clusters Score -1.53441e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -15347542.000000 Penalty: 3831.711914
	Iteration 4F: 3 clusters Score -1.534754e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -15352589.000000 Penalty: 3831.711914
	Iteration 5F: 3 clusters Score -1.535259e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91118 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -15359201.000000 Penalty: 3831.711914
	Iteration 6F: 3 clusters Score -1.53592e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98830 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -15366746.000000 Penalty: 3831.711914
	Iteration 7F: 3 clusters Score -1.536675e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -15373389.000000 Penalty: 3831.711914
	Iteration 8F: 3 clusters Score -1.537339e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -15376724.000000 Penalty: 3831.711914
	Iteration 9Q: 3 clusters Score -1.537672e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110107 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -15377829.000000 Penalty: 3831.711914
	Iteration 10Q: 3 clusters Score -1.537783e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112268 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -15377967.000000 Penalty: 3831.711914
	Iteration 11Q: 3 clusters Score -1.537797e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114275 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -15377648.000000 Penalty: 3831.711914
	Iteration 12Q: 3 clusters Score -1.537765e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116242 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -15377655.000000 Penalty: 3831.711914
	Iteration 13Q: 3 clusters Score -1.537766e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118057 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -15377647.000000 Penalty: 3831.711914
	Iteration 14Q: 3 clusters Score -1.537765e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119707 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -15377280.000000 Penalty: 3831.711914
	Iteration 15Q: 3 clusters Score -1.537728e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -15376959.000000 Penalty: 3831.711914
	Iteration 16Q: 3 clusters Score -1.537696e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122468 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -15376584.000000 Penalty: 3831.711914
	Iteration 17Q: 3 clusters Score -1.537658e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123539 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -15376281.000000 Penalty: 3831.711914
	Iteration 18Q: 3 clusters Score -1.537628e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124482 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -15376004.000000 Penalty: 3831.711914
	Iteration 19Q: 3 clusters Score -1.5376e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125289 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -15375697.000000 Penalty: 3831.711914
	Iteration 20F: 3 clusters Score -1.53757e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125969 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -15375431.000000 Penalty: 3831.711914
	Iteration 21Q: 3 clusters Score -1.537543e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126499 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -15375237.000000 Penalty: 3831.711914
	Iteration 22Q: 3 clusters Score -1.537524e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126971 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -15375037.000000 Penalty: 3831.711914
	Iteration 23Q: 3 clusters Score -1.537504e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127393 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -15374866.000000 Penalty: 3831.711914
	Iteration 24Q: 3 clusters Score -1.537487e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127747 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -15374710.000000 Penalty: 3831.711914
	Iteration 25Q: 3 clusters Score -1.537471e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128064 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -15374589.000000 Penalty: 3831.711914
	Iteration 26Q: 3 clusters Score -1.537459e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128351 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -15374457.000000 Penalty: 3831.711914
	Iteration 27Q: 3 clusters Score -1.537446e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128595 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -15374411.000000 Penalty: 3831.711914
	Iteration 28Q: 3 clusters Score -1.537441e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128813 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -15374308.000000 Penalty: 3831.711914
	Iteration 29Q: 3 clusters Score -1.537431e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128995 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -15374219.000000 Penalty: 3831.711914
	Iteration 30Q: 3 clusters Score -1.537422e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129148 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -15374127.000000 Penalty: 3831.711914
	Iteration 31Q: 3 clusters Score -1.537413e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129270 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -15374047.000000 Penalty: 3831.711914
	Iteration 32Q: 3 clusters Score -1.537405e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129357 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -15373965.000000 Penalty: 3831.711914
	Iteration 33Q: 3 clusters Score -1.537396e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -15373954.000000 Penalty: 3831.711914
	Iteration 34Q: 3 clusters Score -1.537395e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129497 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -15373918.000000 Penalty: 3831.711914
	Iteration 35Q: 3 clusters Score -1.537392e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129544 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -15373884.000000 Penalty: 3831.711914
	Iteration 36Q: 3 clusters Score -1.537388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129579 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -15373888.000000 Penalty: 3831.711914
	Iteration 37Q: 3 clusters Score -1.537389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129612 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -15373882.000000 Penalty: 3831.711914
	Iteration 38Q: 3 clusters Score -1.537388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129648 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -15373880.000000 Penalty: 3831.711914
	Iteration 39Q: 3 clusters Score -1.537388e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129673 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -15373853.000000 Penalty: 3831.711914
	Iteration 40F: 3 clusters Score -1.537385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129701 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -15373820.000000 Penalty: 3831.711914
	Iteration 41Q: 3 clusters Score -1.537382e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129722 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -15373792.000000 Penalty: 3831.711914
	Iteration 42Q: 3 clusters Score -1.537379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129733 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -15373792.000000 Penalty: 3831.711914
	Iteration 43Q: 3 clusters Score -1.537379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -15373765.000000 Penalty: 3831.711914
	Iteration 44Q: 3 clusters Score -1.537376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129751 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -15373767.000000 Penalty: 3831.711914
	Iteration 45Q: 3 clusters Score -1.537377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129759 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -15373755.000000 Penalty: 3831.711914
	Iteration 46Q: 3 clusters Score -1.537376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129766 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -15373752.000000 Penalty: 3831.711914
	Iteration 47Q: 3 clusters Score -1.537375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -15373756.000000 Penalty: 3831.711914
	Iteration 48Q: 3 clusters Score -1.537376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -15373748.000000 Penalty: 3831.711914
	Iteration 49Q: 3 clusters Score -1.537375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129783 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -15373752.000000 Penalty: 3831.711914
	Iteration 50Q: 3 clusters Score -1.537375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129797 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -15373741.000000 Penalty: 3831.711914
	Iteration 51Q: 3 clusters Score -1.537374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129824 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -15373721.000000 Penalty: 3831.711914
	Iteration 52Q: 3 clusters Score -1.537372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129844 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -15373718.000000 Penalty: 3831.711914
	Iteration 53Q: 3 clusters Score -1.537372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129860 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -15373706.000000 Penalty: 3831.711914
	Iteration 54Q: 3 clusters Score -1.537371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129875 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -15373707.000000 Penalty: 3831.711914
	Iteration 55Q: 3 clusters Score -1.537371e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129889 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -15373688.000000 Penalty: 3831.711914
	Iteration 56Q: 3 clusters Score -1.537369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129902 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -15373684.000000 Penalty: 3831.711914
	Iteration 57Q: 3 clusters Score -1.537368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129913 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -15373676.000000 Penalty: 3831.711914
	Iteration 58Q: 3 clusters Score -1.537368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129924 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -15373651.000000 Penalty: 3831.711914
	Iteration 59Q: 3 clusters Score -1.537365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129935 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -15373654.000000 Penalty: 3831.711914
	Iteration 60F: 3 clusters Score -1.537365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129938 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -15373656.000000 Penalty: 3831.711914
	Iteration 61Q: 3 clusters Score -1.537366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129939 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -15373657.000000 Penalty: 3831.711914
	Iteration 62Q: 3 clusters Score -1.537366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129940 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -15373646.000000 Penalty: 3831.711914
	Iteration 63Q: 3 clusters Score -1.537365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129940 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -15373646.000000 Penalty: 3831.711914
	Iteration 64F: 3 clusters Score -1.537365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 120080 members 
Mstep: Class 6 contains 21908 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 68191 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 129940 members 
Mstep: Class 13 contains 11273 members 
Mstep: Class 14 contains 52292 members 
Mstep: Class 15 contains 13433 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 86938 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 23067 members 
Mstep: Class 21 contains 85395 members 
Mstep: Class 22 contains 271 members 
Mstep: Class 23 contains 1971 members 
Entering Unmasked Estep 
Score: -86133072.000000 Penalty: 50606.734375
Splitting cluster 12 changes total score from -86109168.000000 to -86133072.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (11273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Entering Unmasked Estep 
Score: -1208294.875000 Penalty: 1516.151978
	Iteration 0F: 2 clusters Score -1208295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1200450.625000 Penalty: 3032.303955
	Iteration 0F: 3 clusters Score -1200451 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1204828.750000 Penalty: 3032.303955
	Iteration 1F: 3 clusters Score -1204829 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1207099.625000 Penalty: 3032.303955
	Iteration 2F: 3 clusters Score -1207100 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1208411.250000 Penalty: 3032.303955
	Iteration 3F: 3 clusters Score -1208411 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1208794.375000 Penalty: 3032.303955
	Iteration 4F: 3 clusters Score -1208794 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1208911.500000 Penalty: 3032.303955
	Iteration 5Q: 3 clusters Score -1208912 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1208962.875000 Penalty: 3032.303955
	Iteration 6Q: 3 clusters Score -1208963 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1208988.750000 Penalty: 3032.303955
	Iteration 7Q: 3 clusters Score -1208989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1209002.875000 Penalty: 3032.303955
	Iteration 8Q: 3 clusters Score -1209003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1209018.250000 Penalty: 3032.303955
	Iteration 9Q: 3 clusters Score -1209018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1209034.000000 Penalty: 3032.303955
	Iteration 10Q: 3 clusters Score -1209034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1209045.500000 Penalty: 3032.303955
	Iteration 11Q: 3 clusters Score -1209046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1209058.125000 Penalty: 3032.303955
	Iteration 12Q: 3 clusters Score -1209058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1209064.625000 Penalty: 3032.303955
	Iteration 13Q: 3 clusters Score -1209065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1209071.625000 Penalty: 3032.303955
	Iteration 14Q: 3 clusters Score -1209072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1209080.500000 Penalty: 3032.303955
	Iteration 15Q: 3 clusters Score -1209080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1209086.125000 Penalty: 3032.303955
	Iteration 16Q: 3 clusters Score -1209086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1209092.500000 Penalty: 3032.303955
	Iteration 17Q: 3 clusters Score -1209092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1209103.000000 Penalty: 3032.303955
	Iteration 18Q: 3 clusters Score -1209103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1209107.500000 Penalty: 3032.303955
	Iteration 19Q: 3 clusters Score -1209108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1209108.000000 Penalty: 3032.303955
	Iteration 20F: 3 clusters Score -1209108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1209115.125000 Penalty: 3032.303955
	Iteration 21Q: 3 clusters Score -1209115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1209115.750000 Penalty: 3032.303955
	Iteration 22Q: 3 clusters Score -1209116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1209113.750000 Penalty: 3032.303955
	Iteration 23Q: 3 clusters Score -1209114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1209116.375000 Penalty: 3032.303955
	Iteration 24Q: 3 clusters Score -1209116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1209114.375000 Penalty: 3032.303955
	Iteration 25Q: 3 clusters Score -1209114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1209117.750000 Penalty: 3032.303955
	Iteration 26Q: 3 clusters Score -1209118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1209116.250000 Penalty: 3032.303955
	Iteration 27Q: 3 clusters Score -1209116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1209120.750000 Penalty: 3032.303955
	Iteration 28Q: 3 clusters Score -1209121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1209118.000000 Penalty: 3032.303955
	Iteration 29Q: 3 clusters Score -1209118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1209121.125000 Penalty: 3032.303955
	Iteration 30Q: 3 clusters Score -1209121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1209118.250000 Penalty: 3032.303955
	Iteration 31Q: 3 clusters Score -1209118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1209124.000000 Penalty: 3032.303955
	Iteration 32Q: 3 clusters Score -1209124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1209123.875000 Penalty: 3032.303955
	Iteration 33Q: 3 clusters Score -1209124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1209125.375000 Penalty: 3032.303955
	Iteration 34Q: 3 clusters Score -1209125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1209125.750000 Penalty: 3032.303955
	Iteration 35Q: 3 clusters Score -1209126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1209130.125000 Penalty: 3032.303955
	Iteration 36Q: 3 clusters Score -1209130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1209128.000000 Penalty: 3032.303955
	Iteration 37Q: 3 clusters Score -1209128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1209127.625000 Penalty: 3032.303955
	Iteration 38Q: 3 clusters Score -1209128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1209127.750000 Penalty: 3032.303955
	Iteration 39Q: 3 clusters Score -1209128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1209126.625000 Penalty: 3032.303955
	Iteration 40F: 3 clusters Score -1209127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1209129.000000 Penalty: 3032.303955
	Iteration 41Q: 3 clusters Score -1209129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1209133.000000 Penalty: 3032.303955
	Iteration 42Q: 3 clusters Score -1209133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1209133.250000 Penalty: 3032.303955
	Iteration 43Q: 3 clusters Score -1209133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1209133.500000 Penalty: 3032.303955
	Iteration 44Q: 3 clusters Score -1209134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1209132.750000 Penalty: 3032.303955
	Iteration 45Q: 3 clusters Score -1209133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1209134.125000 Penalty: 3032.303955
	Iteration 46Q: 3 clusters Score -1209134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1209134.125000 Penalty: 3032.303955
	Iteration 47F: 3 clusters Score -1209134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 120080 members 
Mstep: Class 6 contains 21908 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 68191 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 129940 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 52292 members 
Mstep: Class 15 contains 13433 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 86938 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 23067 members 
Mstep: Class 21 contains 85395 members 
Mstep: Class 22 contains 271 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 9255 members 
Entering Unmasked Estep 
Score: -86133320.000000 Penalty: 52807.027344
Splitting cluster 13 changes total score from -86109168.000000 to -86133320.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (52292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Entering Unmasked Estep 
Score: -5905865.500000 Penalty: 1765.497192
	Iteration 0F: 2 clusters Score -5905866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -5870883.000000 Penalty: 3530.994385
	Iteration 0F: 3 clusters Score -5870883 nChanged 24584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -5884987.500000 Penalty: 3530.994385
	Iteration 1F: 3 clusters Score -5884988 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5885820.000000 Penalty: 3530.994385
	Iteration 2Q: 3 clusters Score -5885820 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -5886829.500000 Penalty: 3530.994385
	Iteration 3Q: 3 clusters Score -5886830 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -5888188.500000 Penalty: 3530.994385
	Iteration 4F: 3 clusters Score -5888188 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -5890184.000000 Penalty: 3530.994385
	Iteration 5F: 3 clusters Score -5890184 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5892836.000000 Penalty: 3530.994385
	Iteration 6F: 3 clusters Score -5892836 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -5895989.000000 Penalty: 3530.994385
	Iteration 7F: 3 clusters Score -5895989 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -5899200.000000 Penalty: 3530.994385
	Iteration 8F: 3 clusters Score -5899200 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -5901655.000000 Penalty: 3530.994385
	Iteration 9Q: 3 clusters Score -5901655 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -5903023.000000 Penalty: 3530.994385
	Iteration 10Q: 3 clusters Score -5903023 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -5903672.500000 Penalty: 3530.994385
	Iteration 11Q: 3 clusters Score -5903672 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -5903990.500000 Penalty: 3530.994385
	Iteration 12Q: 3 clusters Score -5903990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -5904127.500000 Penalty: 3530.994385
	Iteration 13Q: 3 clusters Score -5904128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -5904193.500000 Penalty: 3530.994385
	Iteration 14Q: 3 clusters Score -5904194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -5904248.500000 Penalty: 3530.994385
	Iteration 15Q: 3 clusters Score -5904248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -5904286.000000 Penalty: 3530.994385
	Iteration 16Q: 3 clusters Score -5904286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -5904338.500000 Penalty: 3530.994385
	Iteration 17Q: 3 clusters Score -5904338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -5904363.500000 Penalty: 3530.994385
	Iteration 18Q: 3 clusters Score -5904364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -5904382.500000 Penalty: 3530.994385
	Iteration 19Q: 3 clusters Score -5904382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -5904397.500000 Penalty: 3530.994385
	Iteration 20F: 3 clusters Score -5904398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -5904404.500000 Penalty: 3530.994385
	Iteration 21Q: 3 clusters Score -5904404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -5904417.000000 Penalty: 3530.994385
	Iteration 22Q: 3 clusters Score -5904417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -5904418.500000 Penalty: 3530.994385
	Iteration 23Q: 3 clusters Score -5904418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -5904424.500000 Penalty: 3530.994385
	Iteration 24Q: 3 clusters Score -5904424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -5904426.000000 Penalty: 3530.994385
	Iteration 25Q: 3 clusters Score -5904426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -5904431.000000 Penalty: 3530.994385
	Iteration 26Q: 3 clusters Score -5904431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -5904439.000000 Penalty: 3530.994385
	Iteration 27Q: 3 clusters Score -5904439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -5904447.500000 Penalty: 3530.994385
	Iteration 28Q: 3 clusters Score -5904448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -5904448.000000 Penalty: 3530.994385
	Iteration 29Q: 3 clusters Score -5904448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -5904449.500000 Penalty: 3530.994385
	Iteration 30Q: 3 clusters Score -5904450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -5904456.000000 Penalty: 3530.994385
	Iteration 31Q: 3 clusters Score -5904456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -5904459.500000 Penalty: 3530.994385
	Iteration 32Q: 3 clusters Score -5904460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -5904463.500000 Penalty: 3530.994385
	Iteration 33Q: 3 clusters Score -5904464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -5904463.500000 Penalty: 3530.994385
	Iteration 34F: 3 clusters Score -5904464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Entering Unmasked Estep 
Score: -1532033.375000 Penalty: 1544.638794
	Iteration 0F: 2 clusters Score -1532033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1522678.250000 Penalty: 3089.277588
	Iteration 0F: 3 clusters Score -1522678 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1525868.500000 Penalty: 3089.277588
	Iteration 1F: 3 clusters Score -1525868 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1526286.125000 Penalty: 3089.277588
	Iteration 2F: 3 clusters Score -1526286 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1526862.000000 Penalty: 3089.277588
	Iteration 3F: 3 clusters Score -1526862 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1527455.000000 Penalty: 3089.277588
	Iteration 4F: 3 clusters Score -1527455 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1528057.625000 Penalty: 3089.277588
	Iteration 5F: 3 clusters Score -1528058 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1528623.000000 Penalty: 3089.277588
	Iteration 6F: 3 clusters Score -1528623 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1529173.500000 Penalty: 3089.277588
	Iteration 7F: 3 clusters Score -1529174 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1529620.000000 Penalty: 3089.277588
	Iteration 8F: 3 clusters Score -1529620 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1529975.250000 Penalty: 3089.277588
	Iteration 9Q: 3 clusters Score -1529975 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1530269.000000 Penalty: 3089.277588
	Iteration 10Q: 3 clusters Score -1530269 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1530502.500000 Penalty: 3089.277588
	Iteration 11Q: 3 clusters Score -1530502 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1530699.000000 Penalty: 3089.277588
	Iteration 12Q: 3 clusters Score -1530699 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1530860.250000 Penalty: 3089.277588
	Iteration 13Q: 3 clusters Score -1530860 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1530984.500000 Penalty: 3089.277588
	Iteration 14Q: 3 clusters Score -1530984 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1531076.875000 Penalty: 3089.277588
	Iteration 15Q: 3 clusters Score -1531077 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1531155.000000 Penalty: 3089.277588
	Iteration 16Q: 3 clusters Score -1531155 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1531213.750000 Penalty: 3089.277588
	Iteration 17Q: 3 clusters Score -1531214 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1531251.250000 Penalty: 3089.277588
	Iteration 18Q: 3 clusters Score -1531251 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1531299.000000 Penalty: 3089.277588
	Iteration 19Q: 3 clusters Score -1531299 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1531330.250000 Penalty: 3089.277588
	Iteration 20F: 3 clusters Score -1531330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1531358.375000 Penalty: 3089.277588
	Iteration 21Q: 3 clusters Score -1531358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1531376.250000 Penalty: 3089.277588
	Iteration 22Q: 3 clusters Score -1531376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1531400.625000 Penalty: 3089.277588
	Iteration 23Q: 3 clusters Score -1531401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1531420.125000 Penalty: 3089.277588
	Iteration 24Q: 3 clusters Score -1531420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1531426.375000 Penalty: 3089.277588
	Iteration 25Q: 3 clusters Score -1531426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1531432.000000 Penalty: 3089.277588
	Iteration 26Q: 3 clusters Score -1531432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1531439.750000 Penalty: 3089.277588
	Iteration 27Q: 3 clusters Score -1531440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1531445.375000 Penalty: 3089.277588
	Iteration 28Q: 3 clusters Score -1531445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1531446.000000 Penalty: 3089.277588
	Iteration 29Q: 3 clusters Score -1531446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1531448.500000 Penalty: 3089.277588
	Iteration 30Q: 3 clusters Score -1531448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1531449.875000 Penalty: 3089.277588
	Iteration 31Q: 3 clusters Score -1531450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1531448.875000 Penalty: 3089.277588
	Iteration 32Q: 3 clusters Score -1531449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1531452.500000 Penalty: 3089.277588
	Iteration 33Q: 3 clusters Score -1531452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1531453.125000 Penalty: 3089.277588
	Iteration 34Q: 3 clusters Score -1531453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1531457.125000 Penalty: 3089.277588
	Iteration 35Q: 3 clusters Score -1531457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1531455.750000 Penalty: 3089.277588
	Iteration 36Q: 3 clusters Score -1531456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1531455.750000 Penalty: 3089.277588
	Iteration 37F: 3 clusters Score -1531456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -171034.046875 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -171034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -169250.203125 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -169250.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -169617.859375 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -169617.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -169744.546875 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -169744.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -169807.203125 Penalty: 2366.226562
	Iteration 3Q: 3 clusters Score -169807.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -169846.531250 Penalty: 2366.226562
	Iteration 4Q: 3 clusters Score -169846.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -169888.390625 Penalty: 2366.226562
	Iteration 5Q: 3 clusters Score -169888.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -169911.703125 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -169911.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -169933.750000 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -169933.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -169951.031250 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -169951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -169962.859375 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -169962.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -169973.000000 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -169973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -169980.281250 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -169980.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -169997.453125 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -169997.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -170014.796875 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -170014.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -170028.359375 Penalty: 2366.226562
	Iteration 14Q: 3 clusters Score -170028.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -170040.171875 Penalty: 2366.226562
	Iteration 15Q: 3 clusters Score -170040.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -170050.937500 Penalty: 2366.226562
	Iteration 16Q: 3 clusters Score -170050.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -170057.046875 Penalty: 2366.226562
	Iteration 17Q: 3 clusters Score -170057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -170062.843750 Penalty: 2366.226562
	Iteration 18Q: 3 clusters Score -170062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -170066.000000 Penalty: 2366.226562
	Iteration 19Q: 3 clusters Score -170066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -170072.609375 Penalty: 2366.226562
	Iteration 20F: 3 clusters Score -170072.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -170076.656250 Penalty: 2366.226562
	Iteration 21Q: 3 clusters Score -170076.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -170079.734375 Penalty: 2366.226562
	Iteration 22Q: 3 clusters Score -170079.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -170082.875000 Penalty: 2366.226562
	Iteration 23Q: 3 clusters Score -170082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -170084.640625 Penalty: 2366.226562
	Iteration 24Q: 3 clusters Score -170084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -170085.875000 Penalty: 2366.226562
	Iteration 25Q: 3 clusters Score -170085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -170086.531250 Penalty: 2366.226562
	Iteration 26Q: 3 clusters Score -170086.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -170091.578125 Penalty: 2366.226562
	Iteration 27Q: 3 clusters Score -170091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -170094.921875 Penalty: 2366.226562
	Iteration 28Q: 3 clusters Score -170094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -170097.953125 Penalty: 2366.226562
	Iteration 29Q: 3 clusters Score -170098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -170100.656250 Penalty: 2366.226562
	Iteration 30Q: 3 clusters Score -170100.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -170103.359375 Penalty: 2366.226562
	Iteration 31Q: 3 clusters Score -170103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -170107.250000 Penalty: 2366.226562
	Iteration 32Q: 3 clusters Score -170107.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -170112.218750 Penalty: 2366.226562
	Iteration 33Q: 3 clusters Score -170112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -170115.156250 Penalty: 2366.226562
	Iteration 34Q: 3 clusters Score -170115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -170119.515625 Penalty: 2366.226562
	Iteration 35Q: 3 clusters Score -170119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -170129.500000 Penalty: 2366.226562
	Iteration 36Q: 3 clusters Score -170129.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -170135.984375 Penalty: 2366.226562
	Iteration 37Q: 3 clusters Score -170136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -170147.593750 Penalty: 2366.226562
	Iteration 38Q: 3 clusters Score -170147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -170155.078125 Penalty: 2366.226562
	Iteration 39Q: 3 clusters Score -170155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -170163.843750 Penalty: 2366.226562
	Iteration 40F: 3 clusters Score -170163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -170167.953125 Penalty: 2366.226562
	Iteration 41Q: 3 clusters Score -170168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -170170.796875 Penalty: 2366.226562
	Iteration 42Q: 3 clusters Score -170170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -170171.328125 Penalty: 2366.226562
	Iteration 43Q: 3 clusters Score -170171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -170173.046875 Penalty: 2366.226562
	Iteration 44Q: 3 clusters Score -170173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -170174.703125 Penalty: 2366.226562
	Iteration 45Q: 3 clusters Score -170174.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -170174.703125 Penalty: 2366.226562
	Iteration 46F: 3 clusters Score -170174.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86938 members 
Entering Unmasked Estep 
Score: -10079146.000000 Penalty: 1848.104492
	Iteration 0F: 2 clusters Score -1.007915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -10022224.000000 Penalty: 3696.208984
	Iteration 0F: 3 clusters Score -1.002222e+07 nChanged 41340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -10046401.000000 Penalty: 3696.208984
	Iteration 1F: 3 clusters Score -1.00464e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -10047209.000000 Penalty: 3696.208984
	Iteration 2Q: 3 clusters Score -1.004721e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -10048257.000000 Penalty: 3696.208984
	Iteration 3Q: 3 clusters Score -1.004826e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -10049841.000000 Penalty: 3696.208984
	Iteration 4Q: 3 clusters Score -1.004984e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -10052096.000000 Penalty: 3696.208984
	Iteration 5Q: 3 clusters Score -1.00521e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -10055442.000000 Penalty: 3696.208984
	Iteration 6F: 3 clusters Score -1.005544e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -10059734.000000 Penalty: 3696.208984
	Iteration 7F: 3 clusters Score -1.005973e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -10064172.000000 Penalty: 3696.208984
	Iteration 8F: 3 clusters Score -1.006417e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -10067108.000000 Penalty: 3696.208984
	Iteration 9F: 3 clusters Score -1.006711e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -10068644.000000 Penalty: 3696.208984
	Iteration 10Q: 3 clusters Score -1.006864e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -10069241.000000 Penalty: 3696.208984
	Iteration 11Q: 3 clusters Score -1.006924e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -10069556.000000 Penalty: 3696.208984
	Iteration 12Q: 3 clusters Score -1.006956e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -10069754.000000 Penalty: 3696.208984
	Iteration 13Q: 3 clusters Score -1.006975e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -10069954.000000 Penalty: 3696.208984
	Iteration 14Q: 3 clusters Score -1.006995e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -10070155.000000 Penalty: 3696.208984
	Iteration 15Q: 3 clusters Score -1.007016e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -10070314.000000 Penalty: 3696.208984
	Iteration 16Q: 3 clusters Score -1.007031e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -10070591.000000 Penalty: 3696.208984
	Iteration 17Q: 3 clusters Score -1.007059e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -10070830.000000 Penalty: 3696.208984
	Iteration 18Q: 3 clusters Score -1.007083e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -10071054.000000 Penalty: 3696.208984
	Iteration 19Q: 3 clusters Score -1.007105e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -10071238.000000 Penalty: 3696.208984
	Iteration 20F: 3 clusters Score -1.007124e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -10071457.000000 Penalty: 3696.208984
	Iteration 21Q: 3 clusters Score -1.007146e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -10071720.000000 Penalty: 3696.208984
	Iteration 22Q: 3 clusters Score -1.007172e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -10071901.000000 Penalty: 3696.208984
	Iteration 23Q: 3 clusters Score -1.00719e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -10072192.000000 Penalty: 3696.208984
	Iteration 24Q: 3 clusters Score -1.007219e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -10072486.000000 Penalty: 3696.208984
	Iteration 25Q: 3 clusters Score -1.007249e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72292 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -10072789.000000 Penalty: 3696.208984
	Iteration 26Q: 3 clusters Score -1.007279e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -10073063.000000 Penalty: 3696.208984
	Iteration 27Q: 3 clusters Score -1.007306e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -10073269.000000 Penalty: 3696.208984
	Iteration 28Q: 3 clusters Score -1.007327e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -10073491.000000 Penalty: 3696.208984
	Iteration 29Q: 3 clusters Score -1.007349e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -10073812.000000 Penalty: 3696.208984
	Iteration 30Q: 3 clusters Score -1.007381e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -10074187.000000 Penalty: 3696.208984
	Iteration 31Q: 3 clusters Score -1.007419e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -10074525.000000 Penalty: 3696.208984
	Iteration 32Q: 3 clusters Score -1.007452e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -10074854.000000 Penalty: 3696.208984
	Iteration 33Q: 3 clusters Score -1.007485e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -10075076.000000 Penalty: 3696.208984
	Iteration 34Q: 3 clusters Score -1.007508e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -10075411.000000 Penalty: 3696.208984
	Iteration 35Q: 3 clusters Score -1.007541e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81710 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -10075678.000000 Penalty: 3696.208984
	Iteration 36Q: 3 clusters Score -1.007568e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -10075968.000000 Penalty: 3696.208984
	Iteration 37Q: 3 clusters Score -1.007597e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -10076278.000000 Penalty: 3696.208984
	Iteration 38Q: 3 clusters Score -1.007628e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -10076500.000000 Penalty: 3696.208984
	Iteration 39Q: 3 clusters Score -1.00765e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -10076717.000000 Penalty: 3696.208984
	Iteration 40F: 3 clusters Score -1.007672e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84722 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -10076896.000000 Penalty: 3696.208984
	Iteration 41Q: 3 clusters Score -1.00769e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -10077051.000000 Penalty: 3696.208984
	Iteration 42Q: 3 clusters Score -1.007705e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10077205.000000 Penalty: 3696.208984
	Iteration 43Q: 3 clusters Score -1.00772e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85507 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -10077268.000000 Penalty: 3696.208984
	Iteration 44Q: 3 clusters Score -1.007727e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -10077346.000000 Penalty: 3696.208984
	Iteration 45Q: 3 clusters Score -1.007735e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10077378.000000 Penalty: 3696.208984
	Iteration 46Q: 3 clusters Score -1.007738e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85857 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10077444.000000 Penalty: 3696.208984
	Iteration 47Q: 3 clusters Score -1.007744e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10077470.000000 Penalty: 3696.208984
	Iteration 48Q: 3 clusters Score -1.007747e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85970 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10077489.000000 Penalty: 3696.208984
	Iteration 49Q: 3 clusters Score -1.007749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -10077500.000000 Penalty: 3696.208984
	Iteration 50Q: 3 clusters Score -1.00775e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86038 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10077540.000000 Penalty: 3696.208984
	Iteration 51Q: 3 clusters Score -1.007754e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86065 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10077537.000000 Penalty: 3696.208984
	Iteration 52Q: 3 clusters Score -1.007754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -10077541.000000 Penalty: 3696.208984
	Iteration 53Q: 3 clusters Score -1.007754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10077559.000000 Penalty: 3696.208984
	Iteration 54Q: 3 clusters Score -1.007756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10077559.000000 Penalty: 3696.208984
	Iteration 55Q: 3 clusters Score -1.007756e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10077571.000000 Penalty: 3696.208984
	Iteration 56Q: 3 clusters Score -1.007757e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10077576.000000 Penalty: 3696.208984
	Iteration 57Q: 3 clusters Score -1.007758e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10077579.000000 Penalty: 3696.208984
	Iteration 58Q: 3 clusters Score -1.007758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10077591.000000 Penalty: 3696.208984
	Iteration 59Q: 3 clusters Score -1.007759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10077610.000000 Penalty: 3696.208984
	Iteration 60F: 3 clusters Score -1.007761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10077615.000000 Penalty: 3696.208984
	Iteration 61Q: 3 clusters Score -1.007762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10077618.000000 Penalty: 3696.208984
	Iteration 62Q: 3 clusters Score -1.007762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10077633.000000 Penalty: 3696.208984
	Iteration 63Q: 3 clusters Score -1.007763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10077625.000000 Penalty: 3696.208984
	Iteration 64Q: 3 clusters Score -1.007762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10077637.000000 Penalty: 3696.208984
	Iteration 65Q: 3 clusters Score -1.007764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86222 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10077627.000000 Penalty: 3696.208984
	Iteration 66Q: 3 clusters Score -1.007763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10077632.000000 Penalty: 3696.208984
	Iteration 67Q: 3 clusters Score -1.007763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10077630.000000 Penalty: 3696.208984
	Iteration 68Q: 3 clusters Score -1.007763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10077631.000000 Penalty: 3696.208984
	Iteration 69Q: 3 clusters Score -1.007763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86232 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10077631.000000 Penalty: 3696.208984
	Iteration 70Q: 3 clusters Score -1.007763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10077627.000000 Penalty: 3696.208984
	Iteration 71Q: 3 clusters Score -1.007763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10077627.000000 Penalty: 3696.208984
	Iteration 72Q: 3 clusters Score -1.007763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10077628.000000 Penalty: 3696.208984
	Iteration 73Q: 3 clusters Score -1.007763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10077624.000000 Penalty: 3696.208984
	Iteration 74Q: 3 clusters Score -1.007762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10077632.000000 Penalty: 3696.208984
	Iteration 75Q: 3 clusters Score -1.007763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10077633.000000 Penalty: 3696.208984
	Iteration 76Q: 3 clusters Score -1.007763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10077637.000000 Penalty: 3696.208984
	Iteration 77Q: 3 clusters Score -1.007764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86254 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10077636.000000 Penalty: 3696.208984
	Iteration 78Q: 3 clusters Score -1.007764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10077639.000000 Penalty: 3696.208984
	Iteration 79Q: 3 clusters Score -1.007764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10077644.000000 Penalty: 3696.208984
	Iteration 80F: 3 clusters Score -1.007764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -236446.843750 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -236446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -234336.906250 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -234336.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -235158.625000 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -235158.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -235704.640625 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -235704.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -235965.859375 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -235965.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -236081.125000 Penalty: 2499.640137
	Iteration 4F: 3 clusters Score -236081.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -236135.687500 Penalty: 2499.640137
	Iteration 5Q: 3 clusters Score -236135.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -236162.406250 Penalty: 2499.640137
	Iteration 6Q: 3 clusters Score -236162.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -236176.250000 Penalty: 2499.640137
	Iteration 7Q: 3 clusters Score -236176.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -236182.484375 Penalty: 2499.640137
	Iteration 8Q: 3 clusters Score -236182.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -236185.921875 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -236185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -236189.734375 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -236189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -236191.953125 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -236192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -236195.375000 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -236195.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -236197.562500 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -236197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -236199.765625 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -236199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -236203.328125 Penalty: 2499.640137
	Iteration 15Q: 3 clusters Score -236203.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -236205.343750 Penalty: 2499.640137
	Iteration 16Q: 3 clusters Score -236205.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -236206.390625 Penalty: 2499.640137
	Iteration 17Q: 3 clusters Score -236206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -236206.437500 Penalty: 2499.640137
	Iteration 18Q: 3 clusters Score -236206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -236209.625000 Penalty: 2499.640137
	Iteration 19F: 3 clusters Score -236209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -236234.843750 Penalty: 2499.640137
	Iteration 20F: 3 clusters Score -236234.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -236263.390625 Penalty: 2499.640137
	Iteration 21Q: 3 clusters Score -236263.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -236300.390625 Penalty: 2499.640137
	Iteration 22Q: 3 clusters Score -236300.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -236327.140625 Penalty: 2499.640137
	Iteration 23Q: 3 clusters Score -236327.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -236361.625000 Penalty: 2499.640137
	Iteration 24Q: 3 clusters Score -236361.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -236390.125000 Penalty: 2499.640137
	Iteration 25Q: 3 clusters Score -236390.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -236420.921875 Penalty: 2499.640137
	Iteration 26Q: 3 clusters Score -236420.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -236439.750000 Penalty: 2499.640137
	Iteration 27Q: 3 clusters Score -236439.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -236454.437500 Penalty: 2499.640137
	Iteration 28Q: 3 clusters Score -236454.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -236460.421875 Penalty: 2499.640137
	Iteration 29Q: 3 clusters Score -236460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -236466.703125 Penalty: 2499.640137
	Iteration 30Q: 3 clusters Score -236466.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -236470.109375 Penalty: 2499.640137
	Iteration 31Q: 3 clusters Score -236470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -236475.609375 Penalty: 2499.640137
	Iteration 32Q: 3 clusters Score -236475.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -236482.015625 Penalty: 2499.640137
	Iteration 33Q: 3 clusters Score -236482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -236487.203125 Penalty: 2499.640137
	Iteration 34Q: 3 clusters Score -236487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -236494.140625 Penalty: 2499.640137
	Iteration 35Q: 3 clusters Score -236494.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -236500.796875 Penalty: 2499.640137
	Iteration 36Q: 3 clusters Score -236500.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -236508.062500 Penalty: 2499.640137
	Iteration 37Q: 3 clusters Score -236508.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -236517.843750 Penalty: 2499.640137
	Iteration 38Q: 3 clusters Score -236517.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -236530.265625 Penalty: 2499.640137
	Iteration 39Q: 3 clusters Score -236530.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -236538.968750 Penalty: 2499.640137
	Iteration 40F: 3 clusters Score -236539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -236543.796875 Penalty: 2499.640137
	Iteration 41Q: 3 clusters Score -236543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -236546.156250 Penalty: 2499.640137
	Iteration 42Q: 3 clusters Score -236546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -236546.156250 Penalty: 2499.640137
	Iteration 43F: 3 clusters Score -236546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 120080 members 
Mstep: Class 6 contains 21908 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 68191 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 129940 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 52292 members 
Mstep: Class 15 contains 13433 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 86938 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 23067 members 
Mstep: Class 21 contains 85395 members 
Mstep: Class 22 contains 271 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 9255 members 
Mstep: Class 25 contains 1787 members 
Entering Unmasked Estep 
Score: -86132520.000000 Penalty: 55007.320312
Splitting cluster 18 changes total score from -86109168.000000 to -86132520.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (23067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Entering Unmasked Estep 
Score: -2630313.750000 Penalty: 1632.500610
	Iteration 0F: 2 clusters Score -2630314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2614693.250000 Penalty: 3265.001221
	Iteration 0F: 3 clusters Score -2614693 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2621252.250000 Penalty: 3265.001221
	Iteration 1F: 3 clusters Score -2621252 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2622844.500000 Penalty: 3265.001221
	Iteration 2F: 3 clusters Score -2622844 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2625073.250000 Penalty: 3265.001221
	Iteration 3F: 3 clusters Score -2625073 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2627211.500000 Penalty: 3265.001221
	Iteration 4F: 3 clusters Score -2627212 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2628516.000000 Penalty: 3265.001221
	Iteration 5F: 3 clusters Score -2628516 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2629185.000000 Penalty: 3265.001221
	Iteration 6F: 3 clusters Score -2629185 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2629588.000000 Penalty: 3265.001221
	Iteration 7Q: 3 clusters Score -2629588 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2629906.500000 Penalty: 3265.001221
	Iteration 8Q: 3 clusters Score -2629906 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2630123.750000 Penalty: 3265.001221
	Iteration 9Q: 3 clusters Score -2630124 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2630302.250000 Penalty: 3265.001221
	Iteration 10Q: 3 clusters Score -2630302 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2630396.500000 Penalty: 3265.001221
	Iteration 11Q: 3 clusters Score -2630396 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2630450.250000 Penalty: 3265.001221
	Iteration 12Q: 3 clusters Score -2630450 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2630481.500000 Penalty: 3265.001221
	Iteration 13Q: 3 clusters Score -2630482 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2630505.500000 Penalty: 3265.001221
	Iteration 14Q: 3 clusters Score -2630506 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2630510.000000 Penalty: 3265.001221
	Iteration 15Q: 3 clusters Score -2630510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2630525.250000 Penalty: 3265.001221
	Iteration 16Q: 3 clusters Score -2630525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2630536.750000 Penalty: 3265.001221
	Iteration 17Q: 3 clusters Score -2630537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2630540.500000 Penalty: 3265.001221
	Iteration 18Q: 3 clusters Score -2630540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2630546.250000 Penalty: 3265.001221
	Iteration 19Q: 3 clusters Score -2630546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2630542.500000 Penalty: 3265.001221
	Iteration 20F: 3 clusters Score -2630542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2630536.750000 Penalty: 3265.001221
	Iteration 21Q: 3 clusters Score -2630537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2630540.500000 Penalty: 3265.001221
	Iteration 22Q: 3 clusters Score -2630540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2630538.000000 Penalty: 3265.001221
	Iteration 23Q: 3 clusters Score -2630538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2630539.250000 Penalty: 3265.001221
	Iteration 24Q: 3 clusters Score -2630539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2630553.500000 Penalty: 3265.001221
	Iteration 25Q: 3 clusters Score -2630554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2630554.250000 Penalty: 3265.001221
	Iteration 26Q: 3 clusters Score -2630554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2630550.750000 Penalty: 3265.001221
	Iteration 27Q: 3 clusters Score -2630551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2630560.000000 Penalty: 3265.001221
	Iteration 28Q: 3 clusters Score -2630560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2630566.000000 Penalty: 3265.001221
	Iteration 29Q: 3 clusters Score -2630566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2630563.750000 Penalty: 3265.001221
	Iteration 30Q: 3 clusters Score -2630564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2630562.000000 Penalty: 3265.001221
	Iteration 31Q: 3 clusters Score -2630562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2630565.000000 Penalty: 3265.001221
	Iteration 32Q: 3 clusters Score -2630565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2630567.000000 Penalty: 3265.001221
	Iteration 33Q: 3 clusters Score -2630567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2630567.000000 Penalty: 3265.001221
	Iteration 34Q: 3 clusters Score -2630567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2630563.500000 Penalty: 3265.001221
	Iteration 35Q: 3 clusters Score -2630564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2630564.500000 Penalty: 3265.001221
	Iteration 36Q: 3 clusters Score -2630564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2630567.000000 Penalty: 3265.001221
	Iteration 37Q: 3 clusters Score -2630567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2630564.500000 Penalty: 3265.001221
	Iteration 38Q: 3 clusters Score -2630564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2630567.000000 Penalty: 3265.001221
	Iteration 39Q: 3 clusters Score -2630567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2630567.000000 Penalty: 3265.001221
	Iteration 40F: 3 clusters Score -2630567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 120080 members 
Mstep: Class 6 contains 21908 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 68191 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 129940 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 52292 members 
Mstep: Class 15 contains 13433 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 86938 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 19 contains 910 members 
Mstep: Class 20 contains 20102 members 
Mstep: Class 21 contains 85395 members 
Mstep: Class 22 contains 271 members 
Mstep: Class 23 contains 1971 members 
Mstep: Class 24 contains 9255 members 
Mstep: Class 25 contains 1787 members 
Mstep: Class 26 contains 2965 members 
Entering Unmasked Estep 
Score: -86132360.000000 Penalty: 57207.613281
Splitting cluster 20 changes total score from -86109168.000000 to -86132360.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 120080 members 
Mstep: Class 6 contains 21908 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 68191 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 129940 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 52292 members 
Mstep: Class 15 contains 13433 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 86938 members 
Mstep: Class 18 contains 402 members 
Mstep: Class 20 contains 20102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86138200.000000 Penalty: 57207.613281
Iteration 39Q: 27 clusters Score -8.61382e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 10896 members 
Mstep: Class 3 contains 14361 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 119795 members 
Mstep: Class 6 contains 22401 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 68609 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 131259 members 
Mstep: Class 13 contains 1970 members 
Mstep: Class 14 contains 52513 members 
Mstep: Class 15 contains 13325 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 86671 members 
Mstep: Class 18 contains 412 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 20458 members 
Mstep: Class 21 contains 83388 members 
Mstep: Class 22 contains 211 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 1777 members 
Mstep: Class 26 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2115.309326 but Gain 2200.292969
Score: -86144312.000000 Penalty: 55007.320312
Iteration 40F: 26 clusters Score -8.614431e+07 nChanged 15590
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 98539 members 
Mstep: Class 2 contains 11105 members 
Mstep: Class 3 contains 14273 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 119695 members 
Mstep: Class 6 contains 22118 members 
Mstep: Class 7 contains 5069 members 
Mstep: Class 8 contains 1284 members 
Mstep: Class 9 contains 68975 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 11 contains 456 members 
Mstep: Class 12 contains 129942 members 
Mstep: Class 13 contains 1726 members 
Mstep: Class 14 contains 51880 members 
Mstep: Class 15 contains 13171 members 
Mstep: Class 17 contains 85806 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 920 members 
Mstep: Class 20 contains 19960 members 
Mstep: Class 21 contains 87214 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 2145 members 
Mstep: Class 24 contains 9401 members 
Mstep: Class 25 contains 1966 members 
Mstep: Class 26 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86149792.000000 Penalty: 55007.320312
Iteration 41Q: 26 clusters Score -8.614979e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 118955 members 
Mstep: Class 6 contains 22105 members 
Mstep: Class 7 contains 5066 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 69404 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 457 members 
Mstep: Class 12 contains 128984 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 14 contains 51499 members 
Mstep: Class 15 contains 13078 members 
Mstep: Class 17 contains 85194 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 929 members 
Mstep: Class 20 contains 19494 members 
Mstep: Class 21 contains 89589 members 
Mstep: Class 22 contains 183 members 
Mstep: Class 23 contains 2220 members 
Mstep: Class 24 contains 9712 members 
Mstep: Class 25 contains 2050 members 
Mstep: Class 26 contains 3847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86153136.000000 Penalty: 55007.320312
Iteration 42Q: 26 clusters Score -8.615314e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 11411 members 
Mstep: Class 3 contains 14073 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 118255 members 
Mstep: Class 6 contains 22256 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 69837 members 
Mstep: Class 10 contains 7426 members 
Mstep: Class 11 contains 458 members 
Mstep: Class 12 contains 127972 members 
Mstep: Class 13 contains 1499 members 
Mstep: Class 14 contains 51228 members 
Mstep: Class 15 contains 13016 members 
Mstep: Class 17 contains 84747 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 938 members 
Mstep: Class 20 contains 19074 members 
Mstep: Class 21 contains 91670 members 
Mstep: Class 22 contains 179 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 9956 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 4217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86155240.000000 Penalty: 55007.320312
Iteration 43Q: 26 clusters Score -8.615524e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 13973 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 117509 members 
Mstep: Class 6 contains 22578 members 
Mstep: Class 7 contains 5029 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 70218 members 
Mstep: Class 10 contains 7344 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 126854 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 50995 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 17 contains 84523 members 
Mstep: Class 18 contains 423 members 
Mstep: Class 19 contains 942 members 
Mstep: Class 20 contains 18750 members 
Mstep: Class 21 contains 93569 members 
Mstep: Class 22 contains 182 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 10151 members 
Mstep: Class 25 contains 2137 members 
Mstep: Class 26 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86156960.000000 Penalty: 55007.320312
Iteration 44Q: 26 clusters Score -8.615696e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97255 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 13875 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 116947 members 
Mstep: Class 6 contains 22906 members 
Mstep: Class 7 contains 5005 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 9 contains 70630 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 125733 members 
Mstep: Class 13 contains 1429 members 
Mstep: Class 14 contains 50783 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 17 contains 84383 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 952 members 
Mstep: Class 20 contains 18522 members 
Mstep: Class 21 contains 95192 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 10318 members 
Mstep: Class 25 contains 2162 members 
Mstep: Class 26 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86158192.000000 Penalty: 55007.320312
Iteration 45Q: 26 clusters Score -8.615819e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 2128 members 
Mstep: Class 5 contains 116437 members 
Mstep: Class 6 contains 23345 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 1307 members 
Mstep: Class 9 contains 71094 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 124531 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 50610 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 17 contains 84328 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 961 members 
Mstep: Class 20 contains 18346 members 
Mstep: Class 21 contains 96570 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2312 members 
Mstep: Class 24 contains 10446 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 4709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86159424.000000 Penalty: 55007.320312
Iteration 46Q: 26 clusters Score -8.615942e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 13661 members 
Mstep: Class 4 contains 2127 members 
Mstep: Class 5 contains 115909 members 
Mstep: Class 6 contains 23800 members 
Mstep: Class 7 contains 4939 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 71570 members 
Mstep: Class 10 contains 7092 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 123330 members 
Mstep: Class 13 contains 1420 members 
Mstep: Class 14 contains 50465 members 
Mstep: Class 15 contains 12924 members 
Mstep: Class 17 contains 84473 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 966 members 
Mstep: Class 20 contains 18220 members 
Mstep: Class 21 contains 97759 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2301 members 
Mstep: Class 24 contains 10567 members 
Mstep: Class 25 contains 2201 members 
Mstep: Class 26 contains 4763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86160976.000000 Penalty: 55007.320312
Iteration 47Q: 26 clusters Score -8.616098e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 11895 members 
Mstep: Class 3 contains 13561 members 
Mstep: Class 4 contains 2126 members 
Mstep: Class 5 contains 115369 members 
Mstep: Class 6 contains 24239 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 72029 members 
Mstep: Class 10 contains 7006 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 122325 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 50304 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 17 contains 84657 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 18114 members 
Mstep: Class 21 contains 98777 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 10682 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86162208.000000 Penalty: 55007.320312
Iteration 48Q: 26 clusters Score -8.616221e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96020 members 
Mstep: Class 2 contains 11962 members 
Mstep: Class 3 contains 13472 members 
Mstep: Class 4 contains 2112 members 
Mstep: Class 5 contains 114802 members 
Mstep: Class 6 contains 24669 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 72501 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 121496 members 
Mstep: Class 13 contains 1426 members 
Mstep: Class 14 contains 50167 members 
Mstep: Class 15 contains 12906 members 
Mstep: Class 17 contains 84880 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 18030 members 
Mstep: Class 21 contains 99614 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2288 members 
Mstep: Class 24 contains 10779 members 
Mstep: Class 25 contains 2223 members 
Mstep: Class 26 contains 4851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86163120.000000 Penalty: 55007.320312
Iteration 49Q: 26 clusters Score -8.616312e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 11998 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 2112 members 
Mstep: Class 5 contains 114294 members 
Mstep: Class 6 contains 25134 members 
Mstep: Class 7 contains 4865 members 
Mstep: Class 8 contains 1303 members 
Mstep: Class 9 contains 72956 members 
Mstep: Class 10 contains 6875 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 120707 members 
Mstep: Class 13 contains 1428 members 
Mstep: Class 14 contains 50028 members 
Mstep: Class 15 contains 12892 members 
Mstep: Class 17 contains 85085 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 985 members 
Mstep: Class 20 contains 17990 members 
Mstep: Class 21 contains 100301 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2285 members 
Mstep: Class 24 contains 10860 members 
Mstep: Class 25 contains 2228 members 
Mstep: Class 26 contains 4869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86164312.000000 Penalty: 55007.320312
Iteration 50Q: 26 clusters Score -8.616431e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95412 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 13285 members 
Mstep: Class 4 contains 2107 members 
Mstep: Class 5 contains 113762 members 
Mstep: Class 6 contains 25609 members 
Mstep: Class 7 contains 4834 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 73350 members 
Mstep: Class 10 contains 6833 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 119987 members 
Mstep: Class 13 contains 1433 members 
Mstep: Class 14 contains 49895 members 
Mstep: Class 15 contains 12888 members 
Mstep: Class 17 contains 85360 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 995 members 
Mstep: Class 20 contains 17930 members 
Mstep: Class 21 contains 100946 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 10926 members 
Mstep: Class 25 contains 2232 members 
Mstep: Class 26 contains 4891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86165272.000000 Penalty: 55007.320312
Iteration 51Q: 26 clusters Score -8.616527e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 12067 members 
Mstep: Class 3 contains 13196 members 
Mstep: Class 4 contains 2102 members 
Mstep: Class 5 contains 113291 members 
Mstep: Class 6 contains 26022 members 
Mstep: Class 7 contains 4783 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 73760 members 
Mstep: Class 10 contains 6773 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 119258 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 49724 members 
Mstep: Class 15 contains 12888 members 
Mstep: Class 17 contains 85671 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 999 members 
Mstep: Class 20 contains 17886 members 
Mstep: Class 21 contains 101588 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2254 members 
Mstep: Class 24 contains 10985 members 
Mstep: Class 25 contains 2236 members 
Mstep: Class 26 contains 4894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86166344.000000 Penalty: 55007.320312
Iteration 52Q: 26 clusters Score -8.616634e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 12099 members 
Mstep: Class 3 contains 13100 members 
Mstep: Class 4 contains 2100 members 
Mstep: Class 5 contains 112848 members 
Mstep: Class 6 contains 26318 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 74156 members 
Mstep: Class 10 contains 6720 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 118571 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 14 contains 49548 members 
Mstep: Class 15 contains 12887 members 
Mstep: Class 17 contains 86032 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 1002 members 
Mstep: Class 20 contains 17846 members 
Mstep: Class 21 contains 102225 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2251 members 
Mstep: Class 24 contains 11041 members 
Mstep: Class 25 contains 2242 members 
Mstep: Class 26 contains 4906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86167632.000000 Penalty: 55007.320312
Iteration 53Q: 26 clusters Score -8.616763e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94628 members 
Mstep: Class 2 contains 12116 members 
Mstep: Class 3 contains 13012 members 
Mstep: Class 4 contains 2101 members 
Mstep: Class 5 contains 112453 members 
Mstep: Class 6 contains 26557 members 
Mstep: Class 7 contains 4684 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 74569 members 
Mstep: Class 10 contains 6653 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 117915 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 49367 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 17 contains 86444 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 17812 members 
Mstep: Class 21 contains 102808 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2251 members 
Mstep: Class 24 contains 11095 members 
Mstep: Class 25 contains 2246 members 
Mstep: Class 26 contains 4925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86169192.000000 Penalty: 55007.320312
Iteration 54Q: 26 clusters Score -8.616919e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 12128 members 
Mstep: Class 3 contains 12941 members 
Mstep: Class 4 contains 2099 members 
Mstep: Class 5 contains 112027 members 
Mstep: Class 6 contains 26743 members 
Mstep: Class 7 contains 4633 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 9 contains 74999 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 117338 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 49204 members 
Mstep: Class 15 contains 12885 members 
Mstep: Class 17 contains 86867 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 17757 members 
Mstep: Class 21 contains 103384 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2250 members 
Mstep: Class 24 contains 11130 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 4946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86170152.000000 Penalty: 55007.320312
Iteration 55Q: 26 clusters Score -8.617015e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 12134 members 
Mstep: Class 3 contains 12870 members 
Mstep: Class 4 contains 2097 members 
Mstep: Class 5 contains 111599 members 
Mstep: Class 6 contains 26816 members 
Mstep: Class 7 contains 4592 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 75420 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 116778 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 49042 members 
Mstep: Class 15 contains 12883 members 
Mstep: Class 17 contains 87270 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 17714 members 
Mstep: Class 21 contains 104026 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2241 members 
Mstep: Class 24 contains 11159 members 
Mstep: Class 25 contains 2252 members 
Mstep: Class 26 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86171072.000000 Penalty: 55007.320312
Iteration 56Q: 26 clusters Score -8.617107e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 12148 members 
Mstep: Class 3 contains 12804 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 111211 members 
Mstep: Class 6 contains 26878 members 
Mstep: Class 7 contains 4542 members 
Mstep: Class 8 contains 1289 members 
Mstep: Class 9 contains 75858 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 116253 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 48845 members 
Mstep: Class 15 contains 12877 members 
Mstep: Class 17 contains 87690 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 17698 members 
Mstep: Class 21 contains 104620 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 11180 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86172000.000000 Penalty: 55007.320312
Iteration 57Q: 26 clusters Score -8.6172e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 12153 members 
Mstep: Class 3 contains 12735 members 
Mstep: Class 4 contains 2083 members 
Mstep: Class 5 contains 110936 members 
Mstep: Class 6 contains 26863 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 76274 members 
Mstep: Class 10 contains 6517 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 115781 members 
Mstep: Class 13 contains 1493 members 
Mstep: Class 14 contains 48652 members 
Mstep: Class 15 contains 12877 members 
Mstep: Class 17 contains 88015 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 17683 members 
Mstep: Class 21 contains 105237 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2230 members 
Mstep: Class 24 contains 11199 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 4985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86172712.000000 Penalty: 55007.320312
Iteration 58Q: 26 clusters Score -8.617271e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93263 members 
Mstep: Class 2 contains 12151 members 
Mstep: Class 3 contains 12682 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 110619 members 
Mstep: Class 6 contains 26874 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 9 contains 76715 members 
Mstep: Class 10 contains 6498 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 115292 members 
Mstep: Class 13 contains 1499 members 
Mstep: Class 14 contains 48447 members 
Mstep: Class 15 contains 12874 members 
Mstep: Class 17 contains 88389 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1010 members 
Mstep: Class 20 contains 17680 members 
Mstep: Class 21 contains 105765 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 11214 members 
Mstep: Class 25 contains 2253 members 
Mstep: Class 26 contains 5002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86173808.000000 Penalty: 55007.320312
Iteration 59Q: 26 clusters Score -8.617381e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 12146 members 
Mstep: Class 3 contains 12625 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 110335 members 
Mstep: Class 6 contains 26825 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 77173 members 
Mstep: Class 10 contains 6495 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 114867 members 
Mstep: Class 13 contains 1510 members 
Mstep: Class 14 contains 48242 members 
Mstep: Class 15 contains 12871 members 
Mstep: Class 17 contains 88777 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 17677 members 
Mstep: Class 21 contains 106314 members 
Mstep: Class 22 contains 181 members 
Mstep: Class 23 contains 2212 members 
Mstep: Class 24 contains 11227 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86174744.000000 Penalty: 55007.320312
Iteration 60F: 26 clusters Score -8.617474e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 12162 members 
Mstep: Class 3 contains 12580 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 110081 members 
Mstep: Class 6 contains 26897 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 77693 members 
Mstep: Class 10 contains 6498 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 114260 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 14 contains 47996 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 17 contains 89154 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 1010 members 
Mstep: Class 20 contains 17665 members 
Mstep: Class 21 contains 106841 members 
Mstep: Class 22 contains 191 members 
Mstep: Class 23 contains 2209 members 
Mstep: Class 24 contains 11252 members 
Mstep: Class 25 contains 2260 members 
Mstep: Class 26 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86175456.000000 Penalty: 55007.320312
Iteration 61Q: 26 clusters Score -8.617546e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 12176 members 
Mstep: Class 3 contains 12535 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 109846 members 
Mstep: Class 6 contains 26979 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 9 contains 78195 members 
Mstep: Class 10 contains 6510 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 113712 members 
Mstep: Class 13 contains 1528 members 
Mstep: Class 14 contains 47730 members 
Mstep: Class 15 contains 12842 members 
Mstep: Class 17 contains 89487 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 107348 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 2213 members 
Mstep: Class 24 contains 11281 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 5047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86176280.000000 Penalty: 55007.320312
Iteration 62Q: 26 clusters Score -8.617628e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 12178 members 
Mstep: Class 3 contains 12473 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 109621 members 
Mstep: Class 6 contains 27034 members 
Mstep: Class 7 contains 4286 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 78652 members 
Mstep: Class 10 contains 6508 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 113162 members 
Mstep: Class 13 contains 1546 members 
Mstep: Class 14 contains 47428 members 
Mstep: Class 15 contains 12835 members 
Mstep: Class 17 contains 89906 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 17623 members 
Mstep: Class 21 contains 107861 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2219 members 
Mstep: Class 24 contains 11295 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86177176.000000 Penalty: 55007.320312
Iteration 63Q: 26 clusters Score -8.617718e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 12182 members 
Mstep: Class 3 contains 12417 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 109362 members 
Mstep: Class 6 contains 27051 members 
Mstep: Class 7 contains 4247 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 9 contains 79149 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 112666 members 
Mstep: Class 13 contains 1565 members 
Mstep: Class 14 contains 47142 members 
Mstep: Class 15 contains 12829 members 
Mstep: Class 17 contains 90346 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 17613 members 
Mstep: Class 21 contains 108310 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 2219 members 
Mstep: Class 24 contains 11305 members 
Mstep: Class 25 contains 2270 members 
Mstep: Class 26 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86177800.000000 Penalty: 55007.320312
Iteration 64Q: 26 clusters Score -8.61778e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 12182 members 
Mstep: Class 3 contains 12366 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 109120 members 
Mstep: Class 6 contains 27115 members 
Mstep: Class 7 contains 4204 members 
Mstep: Class 8 contains 1263 members 
Mstep: Class 9 contains 79644 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 112137 members 
Mstep: Class 13 contains 1578 members 
Mstep: Class 14 contains 46822 members 
Mstep: Class 15 contains 12827 members 
Mstep: Class 17 contains 90800 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 17602 members 
Mstep: Class 21 contains 108777 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 2221 members 
Mstep: Class 24 contains 11320 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 5080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86178712.000000 Penalty: 55007.320312
Iteration 65Q: 26 clusters Score -8.617871e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 12189 members 
Mstep: Class 3 contains 12314 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 108827 members 
Mstep: Class 6 contains 27167 members 
Mstep: Class 7 contains 4140 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 80108 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 111635 members 
Mstep: Class 13 contains 1589 members 
Mstep: Class 14 contains 46488 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 17 contains 91342 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 17608 members 
Mstep: Class 21 contains 109221 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 2230 members 
Mstep: Class 24 contains 11331 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 5074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86178912.000000 Penalty: 55007.320312
Iteration 66Q: 26 clusters Score -8.617891e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 12261 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 108509 members 
Mstep: Class 6 contains 27221 members 
Mstep: Class 7 contains 4077 members 
Mstep: Class 8 contains 1261 members 
Mstep: Class 9 contains 80558 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 111165 members 
Mstep: Class 13 contains 1602 members 
Mstep: Class 14 contains 46158 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 17 contains 91882 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 17615 members 
Mstep: Class 21 contains 109628 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 11350 members 
Mstep: Class 25 contains 2289 members 
Mstep: Class 26 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86179640.000000 Penalty: 55007.320312
Iteration 67Q: 26 clusters Score -8.617964e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 12202 members 
Mstep: Class 3 contains 12219 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 108110 members 
Mstep: Class 6 contains 27334 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 81042 members 
Mstep: Class 10 contains 6604 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 110661 members 
Mstep: Class 13 contains 1612 members 
Mstep: Class 14 contains 45774 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 17 contains 92451 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 17607 members 
Mstep: Class 21 contains 110046 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 2255 members 
Mstep: Class 24 contains 11370 members 
Mstep: Class 25 contains 2296 members 
Mstep: Class 26 contains 5080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86180216.000000 Penalty: 55007.320312
Iteration 68Q: 26 clusters Score -8.618022e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90116 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 12196 members 
Mstep: Class 4 contains 2037 members 
Mstep: Class 5 contains 107680 members 
Mstep: Class 6 contains 27506 members 
Mstep: Class 7 contains 4002 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 81523 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 110139 members 
Mstep: Class 13 contains 1619 members 
Mstep: Class 14 contains 45407 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 17 contains 93096 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 17604 members 
Mstep: Class 21 contains 110416 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 11386 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 5087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86181144.000000 Penalty: 55007.320312
Iteration 69Q: 26 clusters Score -8.618114e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 12195 members 
Mstep: Class 3 contains 12179 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 107226 members 
Mstep: Class 6 contains 27702 members 
Mstep: Class 7 contains 3956 members 
Mstep: Class 8 contains 1265 members 
Mstep: Class 9 contains 81995 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 109612 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 14 contains 45059 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 17 contains 93715 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 110787 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2270 members 
Mstep: Class 24 contains 11396 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 5096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86181744.000000 Penalty: 55007.320312
Iteration 70Q: 26 clusters Score -8.618174e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 12199 members 
Mstep: Class 3 contains 12150 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 106769 members 
Mstep: Class 6 contains 27956 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 1269 members 
Mstep: Class 9 contains 82464 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 109099 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 44708 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 17 contains 94274 members 
Mstep: Class 18 contains 425 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 17585 members 
Mstep: Class 21 contains 111133 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2287 members 
Mstep: Class 24 contains 11413 members 
Mstep: Class 25 contains 2305 members 
Mstep: Class 26 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182328.000000 Penalty: 55007.320312
Iteration 71Q: 26 clusters Score -8.618233e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 12201 members 
Mstep: Class 3 contains 12127 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 106274 members 
Mstep: Class 6 contains 28192 members 
Mstep: Class 7 contains 3875 members 
Mstep: Class 8 contains 1272 members 
Mstep: Class 9 contains 82897 members 
Mstep: Class 10 contains 6764 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 108656 members 
Mstep: Class 13 contains 1633 members 
Mstep: Class 14 contains 44366 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 17 contains 94858 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 17609 members 
Mstep: Class 21 contains 111491 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 11422 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182976.000000 Penalty: 55007.320312
Iteration 72Q: 26 clusters Score -8.618298e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 12188 members 
Mstep: Class 3 contains 12109 members 
Mstep: Class 4 contains 1992 members 
Mstep: Class 5 contains 105769 members 
Mstep: Class 6 contains 28490 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 8 contains 1272 members 
Mstep: Class 9 contains 83319 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 108234 members 
Mstep: Class 13 contains 1638 members 
Mstep: Class 14 contains 44052 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 17 contains 95411 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 17624 members 
Mstep: Class 21 contains 111829 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 11415 members 
Mstep: Class 25 contains 2320 members 
Mstep: Class 26 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86184096.000000 Penalty: 55007.320312
Iteration 73Q: 26 clusters Score -8.61841e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 12178 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 1991 members 
Mstep: Class 5 contains 105300 members 
Mstep: Class 6 contains 28800 members 
Mstep: Class 7 contains 3780 members 
Mstep: Class 8 contains 1272 members 
Mstep: Class 9 contains 83716 members 
Mstep: Class 10 contains 6871 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 107833 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 43770 members 
Mstep: Class 15 contains 12808 members 
Mstep: Class 17 contains 95877 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 17648 members 
Mstep: Class 21 contains 112167 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2326 members 
Mstep: Class 24 contains 11414 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86184952.000000 Penalty: 55007.320312
Iteration 74Q: 26 clusters Score -8.618495e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 12173 members 
Mstep: Class 3 contains 12086 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 104804 members 
Mstep: Class 6 contains 29079 members 
Mstep: Class 7 contains 3734 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 84115 members 
Mstep: Class 10 contains 6927 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 107568 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 17 contains 96359 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 17678 members 
Mstep: Class 21 contains 112425 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 2327 members 
Mstep: Class 26 contains 5115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86185248.000000 Penalty: 55007.320312
Iteration 75Q: 26 clusters Score -8.618525e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 12156 members 
Mstep: Class 3 contains 12089 members 
Mstep: Class 4 contains 1962 members 
Mstep: Class 5 contains 104291 members 
Mstep: Class 6 contains 29304 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 1273 members 
Mstep: Class 9 contains 84496 members 
Mstep: Class 10 contains 6984 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 107327 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 43118 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 17 contains 96909 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 112695 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2370 members 
Mstep: Class 24 contains 11409 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86186224.000000 Penalty: 55007.320312
Iteration 76Q: 26 clusters Score -8.618622e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 12138 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 103811 members 
Mstep: Class 6 contains 29549 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 84889 members 
Mstep: Class 10 contains 7049 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 107039 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 14 contains 42795 members 
Mstep: Class 15 contains 12797 members 
Mstep: Class 17 contains 97489 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 17731 members 
Mstep: Class 21 contains 112907 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2378 members 
Mstep: Class 24 contains 11401 members 
Mstep: Class 25 contains 2337 members 
Mstep: Class 26 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86186936.000000 Penalty: 55007.320312
Iteration 77Q: 26 clusters Score -8.618694e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 12123 members 
Mstep: Class 3 contains 12091 members 
Mstep: Class 4 contains 1941 members 
Mstep: Class 5 contains 103295 members 
Mstep: Class 6 contains 29782 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 85231 members 
Mstep: Class 10 contains 7130 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 106763 members 
Mstep: Class 13 contains 1657 members 
Mstep: Class 14 contains 42470 members 
Mstep: Class 15 contains 12791 members 
Mstep: Class 17 contains 98119 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 17739 members 
Mstep: Class 21 contains 113138 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2385 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 2341 members 
Mstep: Class 26 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86187312.000000 Penalty: 55007.320312
Iteration 78Q: 26 clusters Score -8.618731e+07 nChanged 4522
Entering ConstructFrom: 
Score: -86187312.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (86503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86503 members 
Entering Unmasked Estep 
Score: -10042892.000000 Penalty: 1847.289307
	Iteration 0F: 2 clusters Score -1.004289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -9986053.000000 Penalty: 3694.578613
	Iteration 0F: 3 clusters Score -9986053 nChanged 41435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -10010160.000000 Penalty: 3694.578613
	Iteration 1F: 3 clusters Score -1.001016e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -10011412.000000 Penalty: 3694.578613
	Iteration 2Q: 3 clusters Score -1.001141e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -10013371.000000 Penalty: 3694.578613
	Iteration 3F: 3 clusters Score -1.001337e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -10016250.000000 Penalty: 3694.578613
	Iteration 4F: 3 clusters Score -1.001625e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -10020343.000000 Penalty: 3694.578613
	Iteration 5F: 3 clusters Score -1.002034e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -10025603.000000 Penalty: 3694.578613
	Iteration 6F: 3 clusters Score -1.00256e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -10031348.000000 Penalty: 3694.578613
	Iteration 7F: 3 clusters Score -1.003135e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -10036210.000000 Penalty: 3694.578613
	Iteration 8F: 3 clusters Score -1.003621e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -10039498.000000 Penalty: 3694.578613
	Iteration 9Q: 3 clusters Score -1.00395e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -10040996.000000 Penalty: 3694.578613
	Iteration 10Q: 3 clusters Score -1.0041e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -10041690.000000 Penalty: 3694.578613
	Iteration 11Q: 3 clusters Score -1.004169e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -10042001.000000 Penalty: 3694.578613
	Iteration 12Q: 3 clusters Score -1.0042e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -10042172.000000 Penalty: 3694.578613
	Iteration 13Q: 3 clusters Score -1.004217e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -10042335.000000 Penalty: 3694.578613
	Iteration 14Q: 3 clusters Score -1.004234e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -10042415.000000 Penalty: 3694.578613
	Iteration 15Q: 3 clusters Score -1.004242e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -10042457.000000 Penalty: 3694.578613
	Iteration 16Q: 3 clusters Score -1.004246e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -10042481.000000 Penalty: 3694.578613
	Iteration 17Q: 3 clusters Score -1.004248e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -10042508.000000 Penalty: 3694.578613
	Iteration 18Q: 3 clusters Score -1.004251e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -10042509.000000 Penalty: 3694.578613
	Iteration 19Q: 3 clusters Score -1.004251e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -10042555.000000 Penalty: 3694.578613
	Iteration 20F: 3 clusters Score -1.004256e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -10042582.000000 Penalty: 3694.578613
	Iteration 21Q: 3 clusters Score -1.004258e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -10042614.000000 Penalty: 3694.578613
	Iteration 22Q: 3 clusters Score -1.004261e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -10042621.000000 Penalty: 3694.578613
	Iteration 23Q: 3 clusters Score -1.004262e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -10042632.000000 Penalty: 3694.578613
	Iteration 24Q: 3 clusters Score -1.004263e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 79974 members 
Entering Unmasked Estep 
Score: -10042636.000000 Penalty: 3694.578613
	Iteration 25Q: 3 clusters Score -1.004264e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -10042648.000000 Penalty: 3694.578613
	Iteration 26Q: 3 clusters Score -1.004265e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
Score: -10042665.000000 Penalty: 3694.578613
	Iteration 27Q: 3 clusters Score -1.004266e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 80107 members 
Entering Unmasked Estep 
Score: -10042678.000000 Penalty: 3694.578613
	Iteration 28Q: 3 clusters Score -1.004268e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -10042678.000000 Penalty: 3694.578613
	Iteration 29Q: 3 clusters Score -1.004268e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 80170 members 
Entering Unmasked Estep 
Score: -10042696.000000 Penalty: 3694.578613
	Iteration 30Q: 3 clusters Score -1.00427e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 80191 members 
Entering Unmasked Estep 
Score: -10042702.000000 Penalty: 3694.578613
	Iteration 31Q: 3 clusters Score -1.00427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 80208 members 
Entering Unmasked Estep 
Score: -10042691.000000 Penalty: 3694.578613
	Iteration 32Q: 3 clusters Score -1.004269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -10042687.000000 Penalty: 3694.578613
	Iteration 33Q: 3 clusters Score -1.004269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 80231 members 
Entering Unmasked Estep 
Score: -10042690.000000 Penalty: 3694.578613
	Iteration 34Q: 3 clusters Score -1.004269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -10042704.000000 Penalty: 3694.578613
	Iteration 35Q: 3 clusters Score -1.00427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -10042703.000000 Penalty: 3694.578613
	Iteration 36Q: 3 clusters Score -1.00427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -10042695.000000 Penalty: 3694.578613
	Iteration 37Q: 3 clusters Score -1.00427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -10042702.000000 Penalty: 3694.578613
	Iteration 38Q: 3 clusters Score -1.00427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 80250 members 
Entering Unmasked Estep 
Score: -10042701.000000 Penalty: 3694.578613
	Iteration 39Q: 3 clusters Score -1.00427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -10042706.000000 Penalty: 3694.578613
	Iteration 40F: 3 clusters Score -1.004271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Entering Unmasked Estep 
Score: -1413058.000000 Penalty: 1527.669434
	Iteration 0F: 2 clusters Score -1413058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1404547.000000 Penalty: 3055.338867
	Iteration 0F: 3 clusters Score -1404547 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1407436.500000 Penalty: 3055.338867
	Iteration 1F: 3 clusters Score -1407436 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1407712.500000 Penalty: 3055.338867
	Iteration 2F: 3 clusters Score -1407712 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1407987.125000 Penalty: 3055.338867
	Iteration 3F: 3 clusters Score -1407987 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1408285.750000 Penalty: 3055.338867
	Iteration 4F: 3 clusters Score -1408286 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1408592.125000 Penalty: 3055.338867
	Iteration 5Q: 3 clusters Score -1408592 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1408961.500000 Penalty: 3055.338867
	Iteration 6Q: 3 clusters Score -1408962 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1409393.375000 Penalty: 3055.338867
	Iteration 7F: 3 clusters Score -1409393 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1409900.125000 Penalty: 3055.338867
	Iteration 8F: 3 clusters Score -1409900 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1410417.000000 Penalty: 3055.338867
	Iteration 9Q: 3 clusters Score -1410417 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1410806.375000 Penalty: 3055.338867
	Iteration 10Q: 3 clusters Score -1410806 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1411011.125000 Penalty: 3055.338867
	Iteration 11Q: 3 clusters Score -1411011 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1411133.875000 Penalty: 3055.338867
	Iteration 12Q: 3 clusters Score -1411134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1411213.875000 Penalty: 3055.338867
	Iteration 13Q: 3 clusters Score -1411214 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1411248.625000 Penalty: 3055.338867
	Iteration 14Q: 3 clusters Score -1411249 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1411281.875000 Penalty: 3055.338867
	Iteration 15Q: 3 clusters Score -1411282 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1411309.375000 Penalty: 3055.338867
	Iteration 16Q: 3 clusters Score -1411309 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1411339.375000 Penalty: 3055.338867
	Iteration 17Q: 3 clusters Score -1411339 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1411360.250000 Penalty: 3055.338867
	Iteration 18Q: 3 clusters Score -1411360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1411394.250000 Penalty: 3055.338867
	Iteration 19Q: 3 clusters Score -1411394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1411420.000000 Penalty: 3055.338867
	Iteration 20F: 3 clusters Score -1411420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1411443.000000 Penalty: 3055.338867
	Iteration 21Q: 3 clusters Score -1411443 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1411463.625000 Penalty: 3055.338867
	Iteration 22Q: 3 clusters Score -1411464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1411483.625000 Penalty: 3055.338867
	Iteration 23Q: 3 clusters Score -1411484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1411504.625000 Penalty: 3055.338867
	Iteration 24Q: 3 clusters Score -1411505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1411529.375000 Penalty: 3055.338867
	Iteration 25Q: 3 clusters Score -1411529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1411551.000000 Penalty: 3055.338867
	Iteration 26Q: 3 clusters Score -1411551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1411572.000000 Penalty: 3055.338867
	Iteration 27Q: 3 clusters Score -1411572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1411588.625000 Penalty: 3055.338867
	Iteration 28Q: 3 clusters Score -1411589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1411600.125000 Penalty: 3055.338867
	Iteration 29Q: 3 clusters Score -1411600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1411610.625000 Penalty: 3055.338867
	Iteration 30Q: 3 clusters Score -1411611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1411621.500000 Penalty: 3055.338867
	Iteration 31Q: 3 clusters Score -1411622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1411636.375000 Penalty: 3055.338867
	Iteration 32Q: 3 clusters Score -1411636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1411637.875000 Penalty: 3055.338867
	Iteration 33Q: 3 clusters Score -1411638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1411638.250000 Penalty: 3055.338867
	Iteration 34Q: 3 clusters Score -1411638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1411645.000000 Penalty: 3055.338867
	Iteration 35Q: 3 clusters Score -1411645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1411650.500000 Penalty: 3055.338867
	Iteration 36Q: 3 clusters Score -1411650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1411655.375000 Penalty: 3055.338867
	Iteration 37Q: 3 clusters Score -1411655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1411659.375000 Penalty: 3055.338867
	Iteration 38Q: 3 clusters Score -1411659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1411667.625000 Penalty: 3055.338867
	Iteration 39Q: 3 clusters Score -1411668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1411673.375000 Penalty: 3055.338867
	Iteration 40F: 3 clusters Score -1411673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1411678.375000 Penalty: 3055.338867
	Iteration 41Q: 3 clusters Score -1411678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1411689.125000 Penalty: 3055.338867
	Iteration 42Q: 3 clusters Score -1411689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1411696.000000 Penalty: 3055.338867
	Iteration 43Q: 3 clusters Score -1411696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1411705.750000 Penalty: 3055.338867
	Iteration 44Q: 3 clusters Score -1411706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1411712.500000 Penalty: 3055.338867
	Iteration 45Q: 3 clusters Score -1411712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1411725.625000 Penalty: 3055.338867
	Iteration 46Q: 3 clusters Score -1411726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1411725.125000 Penalty: 3055.338867
	Iteration 47Q: 3 clusters Score -1411725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1411730.625000 Penalty: 3055.338867
	Iteration 48Q: 3 clusters Score -1411731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1411734.000000 Penalty: 3055.338867
	Iteration 49Q: 3 clusters Score -1411734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1411733.250000 Penalty: 3055.338867
	Iteration 50Q: 3 clusters Score -1411733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1411736.000000 Penalty: 3055.338867
	Iteration 51Q: 3 clusters Score -1411736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1411737.000000 Penalty: 3055.338867
	Iteration 52Q: 3 clusters Score -1411737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1411737.250000 Penalty: 3055.338867
	Iteration 53Q: 3 clusters Score -1411737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1411741.125000 Penalty: 3055.338867
	Iteration 54Q: 3 clusters Score -1411741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1411739.750000 Penalty: 3055.338867
	Iteration 55Q: 3 clusters Score -1411740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1411743.500000 Penalty: 3055.338867
	Iteration 56Q: 3 clusters Score -1411744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1411743.375000 Penalty: 3055.338867
	Iteration 57Q: 3 clusters Score -1411743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1411744.875000 Penalty: 3055.338867
	Iteration 58Q: 3 clusters Score -1411745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1411746.625000 Penalty: 3055.338867
	Iteration 59Q: 3 clusters Score -1411747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1411746.625000 Penalty: 3055.338867
	Iteration 60F: 3 clusters Score -1411747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Entering Unmasked Estep 
Score: -1412820.375000 Penalty: 1527.602417
	Iteration 0F: 2 clusters Score -1412820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1404306.750000 Penalty: 3055.204834
	Iteration 0F: 3 clusters Score -1404307 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1407084.000000 Penalty: 3055.204834
	Iteration 1F: 3 clusters Score -1407084 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1407345.125000 Penalty: 3055.204834
	Iteration 2F: 3 clusters Score -1407345 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1407558.875000 Penalty: 3055.204834
	Iteration 3Q: 3 clusters Score -1407559 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1407738.000000 Penalty: 3055.204834
	Iteration 4Q: 3 clusters Score -1407738 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1407907.875000 Penalty: 3055.204834
	Iteration 5Q: 3 clusters Score -1407908 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1408077.125000 Penalty: 3055.204834
	Iteration 6Q: 3 clusters Score -1408077 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1408271.625000 Penalty: 3055.204834
	Iteration 7Q: 3 clusters Score -1408272 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1408506.250000 Penalty: 3055.204834
	Iteration 8Q: 3 clusters Score -1408506 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1408787.250000 Penalty: 3055.204834
	Iteration 9Q: 3 clusters Score -1408787 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1409134.000000 Penalty: 3055.204834
	Iteration 10Q: 3 clusters Score -1409134 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1409472.250000 Penalty: 3055.204834
	Iteration 11Q: 3 clusters Score -1409472 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1409826.250000 Penalty: 3055.204834
	Iteration 12Q: 3 clusters Score -1409826 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1410179.875000 Penalty: 3055.204834
	Iteration 13Q: 3 clusters Score -1410180 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1410524.375000 Penalty: 3055.204834
	Iteration 14Q: 3 clusters Score -1410524 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1410833.250000 Penalty: 3055.204834
	Iteration 15Q: 3 clusters Score -1410833 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1411057.625000 Penalty: 3055.204834
	Iteration 16Q: 3 clusters Score -1411058 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1411212.625000 Penalty: 3055.204834
	Iteration 17Q: 3 clusters Score -1411213 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1411308.625000 Penalty: 3055.204834
	Iteration 18Q: 3 clusters Score -1411309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1411370.125000 Penalty: 3055.204834
	Iteration 19Q: 3 clusters Score -1411370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1411413.000000 Penalty: 3055.204834
	Iteration 20F: 3 clusters Score -1411413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1411443.250000 Penalty: 3055.204834
	Iteration 21Q: 3 clusters Score -1411443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1411454.375000 Penalty: 3055.204834
	Iteration 22Q: 3 clusters Score -1411454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1411469.250000 Penalty: 3055.204834
	Iteration 23Q: 3 clusters Score -1411469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1411479.625000 Penalty: 3055.204834
	Iteration 24Q: 3 clusters Score -1411480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1411490.875000 Penalty: 3055.204834
	Iteration 25Q: 3 clusters Score -1411491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1411499.500000 Penalty: 3055.204834
	Iteration 26Q: 3 clusters Score -1411500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1411500.750000 Penalty: 3055.204834
	Iteration 27Q: 3 clusters Score -1411501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1411500.750000 Penalty: 3055.204834
	Iteration 28F: 3 clusters Score -1411501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Entering Unmasked Estep 
Score: -215971.390625 Penalty: 1229.693604
	Iteration 0F: 2 clusters Score -215971.4 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 986 members 
Entering Unmasked Estep 
Score: -213910.093750 Penalty: 2459.387207
	Iteration 0F: 3 clusters Score -213910.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -214289.031250 Penalty: 2459.387207
	Iteration 1F: 3 clusters Score -214289 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -214390.609375 Penalty: 2459.387207
	Iteration 2F: 3 clusters Score -214390.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -214437.765625 Penalty: 2459.387207
	Iteration 3Q: 3 clusters Score -214437.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -214475.156250 Penalty: 2459.387207
	Iteration 4Q: 3 clusters Score -214475.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -214504.421875 Penalty: 2459.387207
	Iteration 5Q: 3 clusters Score -214504.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -214521.468750 Penalty: 2459.387207
	Iteration 6Q: 3 clusters Score -214521.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -214531.765625 Penalty: 2459.387207
	Iteration 7Q: 3 clusters Score -214531.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -214540.593750 Penalty: 2459.387207
	Iteration 8Q: 3 clusters Score -214540.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -214549.125000 Penalty: 2459.387207
	Iteration 9Q: 3 clusters Score -214549.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -214558.765625 Penalty: 2459.387207
	Iteration 10Q: 3 clusters Score -214558.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -214569.312500 Penalty: 2459.387207
	Iteration 11Q: 3 clusters Score -214569.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -214578.156250 Penalty: 2459.387207
	Iteration 12Q: 3 clusters Score -214578.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -214589.562500 Penalty: 2459.387207
	Iteration 13Q: 3 clusters Score -214589.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -214597.609375 Penalty: 2459.387207
	Iteration 14Q: 3 clusters Score -214597.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -214607.015625 Penalty: 2459.387207
	Iteration 15Q: 3 clusters Score -214607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -214611.890625 Penalty: 2459.387207
	Iteration 16Q: 3 clusters Score -214611.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -214614.937500 Penalty: 2459.387207
	Iteration 17Q: 3 clusters Score -214614.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -214621.296875 Penalty: 2459.387207
	Iteration 18Q: 3 clusters Score -214621.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -214625.781250 Penalty: 2459.387207
	Iteration 19Q: 3 clusters Score -214625.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -214631.750000 Penalty: 2459.387207
	Iteration 20F: 3 clusters Score -214631.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -214639.093750 Penalty: 2459.387207
	Iteration 21Q: 3 clusters Score -214639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -214641.937500 Penalty: 2459.387207
	Iteration 22Q: 3 clusters Score -214641.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -214643.656250 Penalty: 2459.387207
	Iteration 23Q: 3 clusters Score -214643.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -214645.343750 Penalty: 2459.387207
	Iteration 24Q: 3 clusters Score -214645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -214648.656250 Penalty: 2459.387207
	Iteration 25Q: 3 clusters Score -214648.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -214650.531250 Penalty: 2459.387207
	Iteration 26Q: 3 clusters Score -214650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -214650.531250 Penalty: 2459.387207
	Iteration 27F: 3 clusters Score -214650.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Entering Unmasked Estep 
Score: -11854029.000000 Penalty: 1875.265137
	Iteration 0F: 2 clusters Score -1.185403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -11787176.000000 Penalty: 3750.530273
	Iteration 0F: 3 clusters Score -1.178718e+07 nChanged 49164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -11815830.000000 Penalty: 3750.530273
	Iteration 1F: 3 clusters Score -1.181583e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -11816706.000000 Penalty: 3750.530273
	Iteration 2Q: 3 clusters Score -1.181671e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -11817940.000000 Penalty: 3750.530273
	Iteration 3Q: 3 clusters Score -1.181794e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -11819644.000000 Penalty: 3750.530273
	Iteration 4Q: 3 clusters Score -1.181964e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -11822152.000000 Penalty: 3750.530273
	Iteration 5Q: 3 clusters Score -1.182215e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -11825796.000000 Penalty: 3750.530273
	Iteration 6F: 3 clusters Score -1.18258e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -11830306.000000 Penalty: 3750.530273
	Iteration 7F: 3 clusters Score -1.183031e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -11834359.000000 Penalty: 3750.530273
	Iteration 8F: 3 clusters Score -1.183436e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -11836492.000000 Penalty: 3750.530273
	Iteration 9Q: 3 clusters Score -1.183649e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -11837342.000000 Penalty: 3750.530273
	Iteration 10Q: 3 clusters Score -1.183734e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 63316 members 
Entering Unmasked Estep 
Score: -11837838.000000 Penalty: 3750.530273
	Iteration 11Q: 3 clusters Score -1.183784e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -11838145.000000 Penalty: 3750.530273
	Iteration 12Q: 3 clusters Score -1.183814e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -11838528.000000 Penalty: 3750.530273
	Iteration 13Q: 3 clusters Score -1.183853e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -11838864.000000 Penalty: 3750.530273
	Iteration 14Q: 3 clusters Score -1.183886e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -11839278.000000 Penalty: 3750.530273
	Iteration 15Q: 3 clusters Score -1.183928e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -11839646.000000 Penalty: 3750.530273
	Iteration 16Q: 3 clusters Score -1.183965e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -11840051.000000 Penalty: 3750.530273
	Iteration 17Q: 3 clusters Score -1.184005e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -11840468.000000 Penalty: 3750.530273
	Iteration 18Q: 3 clusters Score -1.184047e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -11840885.000000 Penalty: 3750.530273
	Iteration 19Q: 3 clusters Score -1.184088e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -11841322.000000 Penalty: 3750.530273
	Iteration 20F: 3 clusters Score -1.184132e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -11841846.000000 Penalty: 3750.530273
	Iteration 21Q: 3 clusters Score -1.184185e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -11842265.000000 Penalty: 3750.530273
	Iteration 22Q: 3 clusters Score -1.184226e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -11842732.000000 Penalty: 3750.530273
	Iteration 23Q: 3 clusters Score -1.184273e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
Score: -11843238.000000 Penalty: 3750.530273
	Iteration 24Q: 3 clusters Score -1.184324e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
Score: -11843760.000000 Penalty: 3750.530273
	Iteration 25Q: 3 clusters Score -1.184376e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -11844228.000000 Penalty: 3750.530273
	Iteration 26Q: 3 clusters Score -1.184423e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
Score: -11844766.000000 Penalty: 3750.530273
	Iteration 27Q: 3 clusters Score -1.184477e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -11845276.000000 Penalty: 3750.530273
	Iteration 28Q: 3 clusters Score -1.184528e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -11845796.000000 Penalty: 3750.530273
	Iteration 29Q: 3 clusters Score -1.18458e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -11846377.000000 Penalty: 3750.530273
	Iteration 30Q: 3 clusters Score -1.184638e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -11847013.000000 Penalty: 3750.530273
	Iteration 31Q: 3 clusters Score -1.184701e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 93770 members 
Entering Unmasked Estep 
Score: -11847724.000000 Penalty: 3750.530273
	Iteration 32Q: 3 clusters Score -1.184772e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -11848311.000000 Penalty: 3750.530273
	Iteration 33Q: 3 clusters Score -1.184831e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -11848838.000000 Penalty: 3750.530273
	Iteration 34Q: 3 clusters Score -1.184884e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -11849314.000000 Penalty: 3750.530273
	Iteration 35Q: 3 clusters Score -1.184931e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -11849845.000000 Penalty: 3750.530273
	Iteration 36Q: 3 clusters Score -1.184984e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -11850318.000000 Penalty: 3750.530273
	Iteration 37Q: 3 clusters Score -1.185032e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -11850799.000000 Penalty: 3750.530273
	Iteration 38Q: 3 clusters Score -1.18508e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 100251 members 
Entering Unmasked Estep 
Score: -11851119.000000 Penalty: 3750.530273
	Iteration 39Q: 3 clusters Score -1.185112e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 100672 members 
Entering Unmasked Estep 
Score: -11851462.000000 Penalty: 3750.530273
	Iteration 40F: 3 clusters Score -1.185146e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 100982 members 
Entering Unmasked Estep 
Score: -11851610.000000 Penalty: 3750.530273
	Iteration 41Q: 3 clusters Score -1.185161e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -11851761.000000 Penalty: 3750.530273
	Iteration 42Q: 3 clusters Score -1.185176e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 101406 members 
Entering Unmasked Estep 
Score: -11851913.000000 Penalty: 3750.530273
	Iteration 43Q: 3 clusters Score -1.185191e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -11852003.000000 Penalty: 3750.530273
	Iteration 44Q: 3 clusters Score -1.1852e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -11852095.000000 Penalty: 3750.530273
	Iteration 45Q: 3 clusters Score -1.18521e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -11852168.000000 Penalty: 3750.530273
	Iteration 46Q: 3 clusters Score -1.185217e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 101855 members 
Entering Unmasked Estep 
Score: -11852224.000000 Penalty: 3750.530273
	Iteration 47Q: 3 clusters Score -1.185222e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -11852273.000000 Penalty: 3750.530273
	Iteration 48Q: 3 clusters Score -1.185227e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 101939 members 
Entering Unmasked Estep 
Score: -11852280.000000 Penalty: 3750.530273
	Iteration 49Q: 3 clusters Score -1.185228e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -11852302.000000 Penalty: 3750.530273
	Iteration 50Q: 3 clusters Score -1.18523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 101981 members 
Entering Unmasked Estep 
Score: -11852316.000000 Penalty: 3750.530273
	Iteration 51Q: 3 clusters Score -1.185232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 101990 members 
Entering Unmasked Estep 
Score: -11852319.000000 Penalty: 3750.530273
	Iteration 52Q: 3 clusters Score -1.185232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 102005 members 
Entering Unmasked Estep 
Score: -11852336.000000 Penalty: 3750.530273
	Iteration 53Q: 3 clusters Score -1.185234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 102017 members 
Entering Unmasked Estep 
Score: -11852331.000000 Penalty: 3750.530273
	Iteration 54Q: 3 clusters Score -1.185233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 102024 members 
Entering Unmasked Estep 
Score: -11852323.000000 Penalty: 3750.530273
	Iteration 55Q: 3 clusters Score -1.185232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 102031 members 
Entering Unmasked Estep 
Score: -11852342.000000 Penalty: 3750.530273
	Iteration 56Q: 3 clusters Score -1.185234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 102039 members 
Entering Unmasked Estep 
Score: -11852354.000000 Penalty: 3750.530273
	Iteration 57Q: 3 clusters Score -1.185235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -11852355.000000 Penalty: 3750.530273
	Iteration 58Q: 3 clusters Score -1.185236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 102049 members 
Entering Unmasked Estep 
Score: -11852353.000000 Penalty: 3750.530273
	Iteration 59Q: 3 clusters Score -1.185235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 102053 members 
Entering Unmasked Estep 
Score: -11852349.000000 Penalty: 3750.530273
	Iteration 60F: 3 clusters Score -1.185235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 102052 members 
Entering Unmasked Estep 
Score: -11852358.000000 Penalty: 3750.530273
	Iteration 61Q: 3 clusters Score -1.185236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 102052 members 
Entering Unmasked Estep 
Score: -11852358.000000 Penalty: 3750.530273
	Iteration 62F: 3 clusters Score -1.185236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Entering Unmasked Estep 
Score: -3560444.750000 Penalty: 1675.172363
	Iteration 0F: 2 clusters Score -3560445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3540252.500000 Penalty: 3350.344727
	Iteration 0F: 3 clusters Score -3540252 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3547789.750000 Penalty: 3350.344727
	Iteration 1F: 3 clusters Score -3547790 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3548141.000000 Penalty: 3350.344727
	Iteration 2Q: 3 clusters Score -3548141 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3548475.000000 Penalty: 3350.344727
	Iteration 3Q: 3 clusters Score -3548475 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3548764.250000 Penalty: 3350.344727
	Iteration 4Q: 3 clusters Score -3548764 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3549032.000000 Penalty: 3350.344727
	Iteration 5Q: 3 clusters Score -3549032 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3549285.000000 Penalty: 3350.344727
	Iteration 6Q: 3 clusters Score -3549285 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3549571.500000 Penalty: 3350.344727
	Iteration 7Q: 3 clusters Score -3549572 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3549911.500000 Penalty: 3350.344727
	Iteration 8Q: 3 clusters Score -3549912 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3550338.750000 Penalty: 3350.344727
	Iteration 9Q: 3 clusters Score -3550339 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3550916.500000 Penalty: 3350.344727
	Iteration 10Q: 3 clusters Score -3550916 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3551684.000000 Penalty: 3350.344727
	Iteration 11Q: 3 clusters Score -3551684 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3552529.000000 Penalty: 3350.344727
	Iteration 12Q: 3 clusters Score -3552529 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3553360.500000 Penalty: 3350.344727
	Iteration 13Q: 3 clusters Score -3553360 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3554119.500000 Penalty: 3350.344727
	Iteration 14Q: 3 clusters Score -3554120 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3554675.250000 Penalty: 3350.344727
	Iteration 15Q: 3 clusters Score -3554675 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3555079.750000 Penalty: 3350.344727
	Iteration 16Q: 3 clusters Score -3555080 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -3555378.250000 Penalty: 3350.344727
	Iteration 17Q: 3 clusters Score -3555378 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3555621.000000 Penalty: 3350.344727
	Iteration 18Q: 3 clusters Score -3555621 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -3555877.500000 Penalty: 3350.344727
	Iteration 19Q: 3 clusters Score -3555878 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3556092.250000 Penalty: 3350.344727
	Iteration 20F: 3 clusters Score -3556092 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3556330.750000 Penalty: 3350.344727
	Iteration 21Q: 3 clusters Score -3556331 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3556597.000000 Penalty: 3350.344727
	Iteration 22Q: 3 clusters Score -3556597 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3556876.000000 Penalty: 3350.344727
	Iteration 23Q: 3 clusters Score -3556876 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -3557157.750000 Penalty: 3350.344727
	Iteration 24Q: 3 clusters Score -3557158 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3557439.750000 Penalty: 3350.344727
	Iteration 25Q: 3 clusters Score -3557440 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3557699.000000 Penalty: 3350.344727
	Iteration 26Q: 3 clusters Score -3557699 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3557931.250000 Penalty: 3350.344727
	Iteration 27Q: 3 clusters Score -3557931 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3558128.500000 Penalty: 3350.344727
	Iteration 28Q: 3 clusters Score -3558128 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3558293.000000 Penalty: 3350.344727
	Iteration 29Q: 3 clusters Score -3558293 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3558435.000000 Penalty: 3350.344727
	Iteration 30Q: 3 clusters Score -3558435 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3558541.000000 Penalty: 3350.344727
	Iteration 31Q: 3 clusters Score -3558541 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3558612.000000 Penalty: 3350.344727
	Iteration 32Q: 3 clusters Score -3558612 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3558680.000000 Penalty: 3350.344727
	Iteration 33Q: 3 clusters Score -3558680 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3558741.750000 Penalty: 3350.344727
	Iteration 34Q: 3 clusters Score -3558742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3558784.000000 Penalty: 3350.344727
	Iteration 35Q: 3 clusters Score -3558784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3558822.500000 Penalty: 3350.344727
	Iteration 36Q: 3 clusters Score -3558822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3558843.500000 Penalty: 3350.344727
	Iteration 37Q: 3 clusters Score -3558844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3558858.750000 Penalty: 3350.344727
	Iteration 38Q: 3 clusters Score -3558859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3558880.500000 Penalty: 3350.344727
	Iteration 39Q: 3 clusters Score -3558880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3558897.750000 Penalty: 3350.344727
	Iteration 40F: 3 clusters Score -3558898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3558908.250000 Penalty: 3350.344727
	Iteration 41Q: 3 clusters Score -3558908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3558915.000000 Penalty: 3350.344727
	Iteration 42Q: 3 clusters Score -3558915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3558929.500000 Penalty: 3350.344727
	Iteration 43Q: 3 clusters Score -3558930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3558950.750000 Penalty: 3350.344727
	Iteration 44Q: 3 clusters Score -3558951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3558955.500000 Penalty: 3350.344727
	Iteration 45Q: 3 clusters Score -3558956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3558967.750000 Penalty: 3350.344727
	Iteration 46Q: 3 clusters Score -3558968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3558980.250000 Penalty: 3350.344727
	Iteration 47Q: 3 clusters Score -3558980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3558988.250000 Penalty: 3350.344727
	Iteration 48Q: 3 clusters Score -3558988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3558998.750000 Penalty: 3350.344727
	Iteration 49Q: 3 clusters Score -3558999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3559002.500000 Penalty: 3350.344727
	Iteration 50Q: 3 clusters Score -3559002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3559002.500000 Penalty: 3350.344727
	Iteration 51Q: 3 clusters Score -3559002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3559002.000000 Penalty: 3350.344727
	Iteration 52Q: 3 clusters Score -3559002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3559003.750000 Penalty: 3350.344727
	Iteration 53Q: 3 clusters Score -3559004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3559003.750000 Penalty: 3350.344727
	Iteration 54F: 3 clusters Score -3559004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Entering Unmasked Estep 
Score: -417407.406250 Penalty: 1326.547852
	Iteration 0F: 2 clusters Score -417407.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -414335.218750 Penalty: 2653.095703
	Iteration 0F: 3 clusters Score -414335.2 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -415082.781250 Penalty: 2653.095703
	Iteration 1F: 3 clusters Score -415082.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -415196.093750 Penalty: 2653.095703
	Iteration 2F: 3 clusters Score -415196.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -415261.156250 Penalty: 2653.095703
	Iteration 3Q: 3 clusters Score -415261.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -415307.031250 Penalty: 2653.095703
	Iteration 4Q: 3 clusters Score -415307 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -415350.468750 Penalty: 2653.095703
	Iteration 5Q: 3 clusters Score -415350.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -415392.125000 Penalty: 2653.095703
	Iteration 6Q: 3 clusters Score -415392.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -415421.593750 Penalty: 2653.095703
	Iteration 7Q: 3 clusters Score -415421.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -415446.093750 Penalty: 2653.095703
	Iteration 8Q: 3 clusters Score -415446.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -415461.125000 Penalty: 2653.095703
	Iteration 9Q: 3 clusters Score -415461.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -415473.187500 Penalty: 2653.095703
	Iteration 10Q: 3 clusters Score -415473.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -415490.187500 Penalty: 2653.095703
	Iteration 11Q: 3 clusters Score -415490.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -415511.687500 Penalty: 2653.095703
	Iteration 12Q: 3 clusters Score -415511.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -415535.468750 Penalty: 2653.095703
	Iteration 13Q: 3 clusters Score -415535.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -415563.593750 Penalty: 2653.095703
	Iteration 14Q: 3 clusters Score -415563.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415587.687500 Penalty: 2653.095703
	Iteration 15Q: 3 clusters Score -415587.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -415611.937500 Penalty: 2653.095703
	Iteration 16Q: 3 clusters Score -415611.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -415627.656250 Penalty: 2653.095703
	Iteration 17Q: 3 clusters Score -415627.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -415639.156250 Penalty: 2653.095703
	Iteration 18Q: 3 clusters Score -415639.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -415650.562500 Penalty: 2653.095703
	Iteration 19Q: 3 clusters Score -415650.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -415661.906250 Penalty: 2653.095703
	Iteration 20F: 3 clusters Score -415661.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -415674.125000 Penalty: 2653.095703
	Iteration 21Q: 3 clusters Score -415674.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -415684.406250 Penalty: 2653.095703
	Iteration 22Q: 3 clusters Score -415684.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -415696.625000 Penalty: 2653.095703
	Iteration 23Q: 3 clusters Score -415696.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -415711.812500 Penalty: 2653.095703
	Iteration 24Q: 3 clusters Score -415711.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -415725.187500 Penalty: 2653.095703
	Iteration 25Q: 3 clusters Score -415725.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -415740.031250 Penalty: 2653.095703
	Iteration 26Q: 3 clusters Score -415740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -415762.656250 Penalty: 2653.095703
	Iteration 27Q: 3 clusters Score -415762.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -415782.531250 Penalty: 2653.095703
	Iteration 28Q: 3 clusters Score -415782.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -415802.312500 Penalty: 2653.095703
	Iteration 29Q: 3 clusters Score -415802.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -415825.937500 Penalty: 2653.095703
	Iteration 30Q: 3 clusters Score -415825.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -415852.937500 Penalty: 2653.095703
	Iteration 31Q: 3 clusters Score -415852.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -415869.250000 Penalty: 2653.095703
	Iteration 32Q: 3 clusters Score -415869.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -415882.062500 Penalty: 2653.095703
	Iteration 33Q: 3 clusters Score -415882.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -415894.343750 Penalty: 2653.095703
	Iteration 34Q: 3 clusters Score -415894.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -415905.125000 Penalty: 2653.095703
	Iteration 35Q: 3 clusters Score -415905.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -415914.437500 Penalty: 2653.095703
	Iteration 36Q: 3 clusters Score -415914.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -415923.312500 Penalty: 2653.095703
	Iteration 37Q: 3 clusters Score -415923.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -415931.312500 Penalty: 2653.095703
	Iteration 38Q: 3 clusters Score -415931.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -415934.375000 Penalty: 2653.095703
	Iteration 39Q: 3 clusters Score -415934.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -415941.250000 Penalty: 2653.095703
	Iteration 40F: 3 clusters Score -415941.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -415951.687500 Penalty: 2653.095703
	Iteration 41Q: 3 clusters Score -415951.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -415964.406250 Penalty: 2653.095703
	Iteration 42Q: 3 clusters Score -415964.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -415978.437500 Penalty: 2653.095703
	Iteration 43Q: 3 clusters Score -415978.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -415986.281250 Penalty: 2653.095703
	Iteration 44Q: 3 clusters Score -415986.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -415995.187500 Penalty: 2653.095703
	Iteration 45Q: 3 clusters Score -415995.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -416005.437500 Penalty: 2653.095703
	Iteration 46Q: 3 clusters Score -416005.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -416012.781250 Penalty: 2653.095703
	Iteration 47Q: 3 clusters Score -416012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -416018.312500 Penalty: 2653.095703
	Iteration 48Q: 3 clusters Score -416018.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -416029.000000 Penalty: 2653.095703
	Iteration 49Q: 3 clusters Score -416029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -416040.687500 Penalty: 2653.095703
	Iteration 50Q: 3 clusters Score -416040.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -416055.093750 Penalty: 2653.095703
	Iteration 51Q: 3 clusters Score -416055.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -416066.093750 Penalty: 2653.095703
	Iteration 52Q: 3 clusters Score -416066.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -416078.843750 Penalty: 2653.095703
	Iteration 53Q: 3 clusters Score -416078.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -416092.093750 Penalty: 2653.095703
	Iteration 54Q: 3 clusters Score -416092.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -416104.843750 Penalty: 2653.095703
	Iteration 55Q: 3 clusters Score -416104.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -416115.406250 Penalty: 2653.095703
	Iteration 56Q: 3 clusters Score -416115.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -416126.125000 Penalty: 2653.095703
	Iteration 57Q: 3 clusters Score -416126.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -416137.250000 Penalty: 2653.095703
	Iteration 58Q: 3 clusters Score -416137.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -416143.125000 Penalty: 2653.095703
	Iteration 59Q: 3 clusters Score -416143.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -416146.593750 Penalty: 2653.095703
	Iteration 60F: 3 clusters Score -416146.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -416149.937500 Penalty: 2653.095703
	Iteration 61Q: 3 clusters Score -416149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -416151.500000 Penalty: 2653.095703
	Iteration 62Q: 3 clusters Score -416151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -416152.343750 Penalty: 2653.095703
	Iteration 63Q: 3 clusters Score -416152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -416153.312500 Penalty: 2653.095703
	Iteration 64Q: 3 clusters Score -416153.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -416154.125000 Penalty: 2653.095703
	Iteration 65Q: 3 clusters Score -416154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -416154.125000 Penalty: 2653.095703
	Iteration 66F: 3 clusters Score -416154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -145492.218750 Penalty: 1162.751953
	Iteration 0F: 2 clusters Score -145492.2 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 628 members 
Entering Unmasked Estep 
Score: -143836.796875 Penalty: 2325.503906
	Iteration 0F: 3 clusters Score -143836.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -144119.109375 Penalty: 2325.503906
	Iteration 1F: 3 clusters Score -144119.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -144212.593750 Penalty: 2325.503906
	Iteration 2F: 3 clusters Score -144212.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -144271.718750 Penalty: 2325.503906
	Iteration 3F: 3 clusters Score -144271.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -144309.375000 Penalty: 2325.503906
	Iteration 4Q: 3 clusters Score -144309.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -144328.484375 Penalty: 2325.503906
	Iteration 5Q: 3 clusters Score -144328.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -144337.984375 Penalty: 2325.503906
	Iteration 6Q: 3 clusters Score -144338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -144344.359375 Penalty: 2325.503906
	Iteration 7Q: 3 clusters Score -144344.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -144348.296875 Penalty: 2325.503906
	Iteration 8Q: 3 clusters Score -144348.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -144352.078125 Penalty: 2325.503906
	Iteration 9Q: 3 clusters Score -144352.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144357.734375 Penalty: 2325.503906
	Iteration 10Q: 3 clusters Score -144357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -144360.437500 Penalty: 2325.503906
	Iteration 11Q: 3 clusters Score -144360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144363.312500 Penalty: 2325.503906
	Iteration 12Q: 3 clusters Score -144363.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144366.859375 Penalty: 2325.503906
	Iteration 13Q: 3 clusters Score -144366.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -144368.625000 Penalty: 2325.503906
	Iteration 14Q: 3 clusters Score -144368.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -144370.937500 Penalty: 2325.503906
	Iteration 15Q: 3 clusters Score -144370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -144372.093750 Penalty: 2325.503906
	Iteration 16Q: 3 clusters Score -144372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -144373.796875 Penalty: 2325.503906
	Iteration 17Q: 3 clusters Score -144373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -144375.578125 Penalty: 2325.503906
	Iteration 18Q: 3 clusters Score -144375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -144376.234375 Penalty: 2325.503906
	Iteration 19Q: 3 clusters Score -144376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -144376.234375 Penalty: 2325.503906
	Iteration 20F: 3 clusters Score -144376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (85523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Entering Unmasked Estep 
Score: -10009613.000000 Penalty: 1845.437866
	Iteration 0F: 2 clusters Score -1.000961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -9953741.000000 Penalty: 3690.875732
	Iteration 0F: 3 clusters Score -9953741 nChanged 40548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -9976966.000000 Penalty: 3690.875732
	Iteration 1F: 3 clusters Score -9976966 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -9977760.000000 Penalty: 3690.875732
	Iteration 2Q: 3 clusters Score -9977760 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -9978796.000000 Penalty: 3690.875732
	Iteration 3Q: 3 clusters Score -9978796 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -9980521.000000 Penalty: 3690.875732
	Iteration 4Q: 3 clusters Score -9980521 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -9983181.000000 Penalty: 3690.875732
	Iteration 5F: 3 clusters Score -9983181 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -9986774.000000 Penalty: 3690.875732
	Iteration 6F: 3 clusters Score -9986774 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -9990825.000000 Penalty: 3690.875732
	Iteration 7F: 3 clusters Score -9990825 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -9994634.000000 Penalty: 3690.875732
	Iteration 8F: 3 clusters Score -9994634 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -9997649.000000 Penalty: 3690.875732
	Iteration 9F: 3 clusters Score -9997649 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -9999724.000000 Penalty: 3690.875732
	Iteration 10Q: 3 clusters Score -9999724 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -10001087.000000 Penalty: 3690.875732
	Iteration 11Q: 3 clusters Score -1.000109e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -10001949.000000 Penalty: 3690.875732
	Iteration 12Q: 3 clusters Score -1.000195e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -10002477.000000 Penalty: 3690.875732
	Iteration 13Q: 3 clusters Score -1.000248e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -10002903.000000 Penalty: 3690.875732
	Iteration 14Q: 3 clusters Score -1.00029e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -10003204.000000 Penalty: 3690.875732
	Iteration 15Q: 3 clusters Score -1.00032e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -10003482.000000 Penalty: 3690.875732
	Iteration 16Q: 3 clusters Score -1.000348e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -10003697.000000 Penalty: 3690.875732
	Iteration 17Q: 3 clusters Score -1.00037e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -10003922.000000 Penalty: 3690.875732
	Iteration 18Q: 3 clusters Score -1.000392e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -10004093.000000 Penalty: 3690.875732
	Iteration 19Q: 3 clusters Score -1.000409e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -10004200.000000 Penalty: 3690.875732
	Iteration 20F: 3 clusters Score -1.00042e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -10004351.000000 Penalty: 3690.875732
	Iteration 21Q: 3 clusters Score -1.000435e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -10004475.000000 Penalty: 3690.875732
	Iteration 22Q: 3 clusters Score -1.000448e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -10004553.000000 Penalty: 3690.875732
	Iteration 23Q: 3 clusters Score -1.000455e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -10004649.000000 Penalty: 3690.875732
	Iteration 24Q: 3 clusters Score -1.000465e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -10004690.000000 Penalty: 3690.875732
	Iteration 25Q: 3 clusters Score -1.000469e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -10004775.000000 Penalty: 3690.875732
	Iteration 26Q: 3 clusters Score -1.000478e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -10004822.000000 Penalty: 3690.875732
	Iteration 27Q: 3 clusters Score -1.000482e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -10004839.000000 Penalty: 3690.875732
	Iteration 28Q: 3 clusters Score -1.000484e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -10004909.000000 Penalty: 3690.875732
	Iteration 29Q: 3 clusters Score -1.000491e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -10004904.000000 Penalty: 3690.875732
	Iteration 30Q: 3 clusters Score -1.00049e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -10004971.000000 Penalty: 3690.875732
	Iteration 31Q: 3 clusters Score -1.000497e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -10005019.000000 Penalty: 3690.875732
	Iteration 32Q: 3 clusters Score -1.000502e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -10005030.000000 Penalty: 3690.875732
	Iteration 33Q: 3 clusters Score -1.000503e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -10005029.000000 Penalty: 3690.875732
	Iteration 34Q: 3 clusters Score -1.000503e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -10005038.000000 Penalty: 3690.875732
	Iteration 35Q: 3 clusters Score -1.000504e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -10005038.000000 Penalty: 3690.875732
	Iteration 36Q: 3 clusters Score -1.000504e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -10005026.000000 Penalty: 3690.875732
	Iteration 37Q: 3 clusters Score -1.000503e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -10005036.000000 Penalty: 3690.875732
	Iteration 38Q: 3 clusters Score -1.000504e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -10005041.000000 Penalty: 3690.875732
	Iteration 39Q: 3 clusters Score -1.000504e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 55750 members 
Entering Unmasked Estep 
Score: -10005034.000000 Penalty: 3690.875732
	Iteration 40F: 3 clusters Score -1.000503e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -10005025.000000 Penalty: 3690.875732
	Iteration 41Q: 3 clusters Score -1.000502e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -10005015.000000 Penalty: 3690.875732
	Iteration 42Q: 3 clusters Score -1.000502e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -10005018.000000 Penalty: 3690.875732
	Iteration 43Q: 3 clusters Score -1.000502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -10005008.000000 Penalty: 3690.875732
	Iteration 44Q: 3 clusters Score -1.000501e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -10005027.000000 Penalty: 3690.875732
	Iteration 45Q: 3 clusters Score -1.000503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -10005029.000000 Penalty: 3690.875732
	Iteration 46Q: 3 clusters Score -1.000503e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -10005042.000000 Penalty: 3690.875732
	Iteration 47Q: 3 clusters Score -1.000504e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -10005032.000000 Penalty: 3690.875732
	Iteration 48Q: 3 clusters Score -1.000503e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -10005029.000000 Penalty: 3690.875732
	Iteration 49Q: 3 clusters Score -1.000503e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -10005036.000000 Penalty: 3690.875732
	Iteration 50Q: 3 clusters Score -1.000504e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -10005000.000000 Penalty: 3690.875732
	Iteration 51Q: 3 clusters Score -1.0005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -10005000.000000 Penalty: 3690.875732
	Iteration 52Q: 3 clusters Score -1.0005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -10005001.000000 Penalty: 3690.875732
	Iteration 53Q: 3 clusters Score -1.0005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -10005005.000000 Penalty: 3690.875732
	Iteration 54Q: 3 clusters Score -1.0005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -10005024.000000 Penalty: 3690.875732
	Iteration 55Q: 3 clusters Score -1.000502e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -10005009.000000 Penalty: 3690.875732
	Iteration 56Q: 3 clusters Score -1.000501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -10005015.000000 Penalty: 3690.875732
	Iteration 57Q: 3 clusters Score -1.000502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -10005011.000000 Penalty: 3690.875732
	Iteration 58Q: 3 clusters Score -1.000501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -10005016.000000 Penalty: 3690.875732
	Iteration 59Q: 3 clusters Score -1.000502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -10005015.000000 Penalty: 3690.875732
	Iteration 60F: 3 clusters Score -1.000502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -10005012.000000 Penalty: 3690.875732
	Iteration 61Q: 3 clusters Score -1.000501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -10005023.000000 Penalty: 3690.875732
	Iteration 62Q: 3 clusters Score -1.000502e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -10005024.000000 Penalty: 3690.875732
	Iteration 63Q: 3 clusters Score -1.000502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -10005015.000000 Penalty: 3690.875732
	Iteration 64Q: 3 clusters Score -1.000502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -10005016.000000 Penalty: 3690.875732
	Iteration 65Q: 3 clusters Score -1.000502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -10005006.000000 Penalty: 3690.875732
	Iteration 66Q: 3 clusters Score -1.000501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -10005008.000000 Penalty: 3690.875732
	Iteration 67Q: 3 clusters Score -1.000501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -10005019.000000 Penalty: 3690.875732
	Iteration 68Q: 3 clusters Score -1.000502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -10005019.000000 Penalty: 3690.875732
	Iteration 69Q: 3 clusters Score -1.000502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -10005015.000000 Penalty: 3690.875732
	Iteration 70Q: 3 clusters Score -1.000502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -10005011.000000 Penalty: 3690.875732
	Iteration 71Q: 3 clusters Score -1.000501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -10005013.000000 Penalty: 3690.875732
	Iteration 72Q: 3 clusters Score -1.000501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -10005010.000000 Penalty: 3690.875732
	Iteration 73Q: 3 clusters Score -1.000501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -10005006.000000 Penalty: 3690.875732
	Iteration 74Q: 3 clusters Score -1.000501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -10005010.000000 Penalty: 3690.875732
	Iteration 75Q: 3 clusters Score -1.000501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -10005011.000000 Penalty: 3690.875732
	Iteration 76Q: 3 clusters Score -1.000501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -10005011.000000 Penalty: 3690.875732
	Iteration 77F: 3 clusters Score -1.000501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Entering Unmasked Estep 
Score: -833055.625000 Penalty: 1443.951538
	Iteration 0F: 2 clusters Score -833055.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -827569.750000 Penalty: 2887.903076
	Iteration 0F: 3 clusters Score -827569.8 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -829281.437500 Penalty: 2887.903076
	Iteration 1F: 3 clusters Score -829281.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -829657.437500 Penalty: 2887.903076
	Iteration 2F: 3 clusters Score -829657.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -829966.312500 Penalty: 2887.903076
	Iteration 3F: 3 clusters Score -829966.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -830324.812500 Penalty: 2887.903076
	Iteration 4F: 3 clusters Score -830324.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -830837.500000 Penalty: 2887.903076
	Iteration 5F: 3 clusters Score -830837.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -831506.500000 Penalty: 2887.903076
	Iteration 6F: 3 clusters Score -831506.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -832207.187500 Penalty: 2887.903076
	Iteration 7F: 3 clusters Score -832207.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -832666.500000 Penalty: 2887.903076
	Iteration 8F: 3 clusters Score -832666.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -832842.812500 Penalty: 2887.903076
	Iteration 9Q: 3 clusters Score -832842.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -832914.187500 Penalty: 2887.903076
	Iteration 10Q: 3 clusters Score -832914.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -832939.562500 Penalty: 2887.903076
	Iteration 11Q: 3 clusters Score -832939.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -832956.500000 Penalty: 2887.903076
	Iteration 12Q: 3 clusters Score -832956.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -832965.062500 Penalty: 2887.903076
	Iteration 13Q: 3 clusters Score -832965.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -832969.062500 Penalty: 2887.903076
	Iteration 14Q: 3 clusters Score -832969.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -832970.000000 Penalty: 2887.903076
	Iteration 15Q: 3 clusters Score -832970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -832972.000000 Penalty: 2887.903076
	Iteration 16Q: 3 clusters Score -832972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -832973.937500 Penalty: 2887.903076
	Iteration 17Q: 3 clusters Score -832973.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -832974.562500 Penalty: 2887.903076
	Iteration 18Q: 3 clusters Score -832974.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -832974.687500 Penalty: 2887.903076
	Iteration 19Q: 3 clusters Score -832974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -832975.125000 Penalty: 2887.903076
	Iteration 20F: 3 clusters Score -832975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -832975.437500 Penalty: 2887.903076
	Iteration 21Q: 3 clusters Score -832975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -832976.312500 Penalty: 2887.903076
	Iteration 22Q: 3 clusters Score -832976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -832974.937500 Penalty: 2887.903076
	Iteration 23Q: 3 clusters Score -832974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -832973.625000 Penalty: 2887.903076
	Iteration 24Q: 3 clusters Score -832973.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -832973.625000 Penalty: 2887.903076
	Iteration 25F: 3 clusters Score -832973.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -42671.585938 Penalty: 992.752747
	Iteration 0F: 2 clusters Score -42671.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41850.253906 Penalty: 1985.505493
	Iteration 0F: 3 clusters Score -41850.25 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42151.671875 Penalty: 1985.505493
	Iteration 1F: 3 clusters Score -42151.67 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -42350.714844 Penalty: 1985.505493
	Iteration 2F: 3 clusters Score -42350.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -42576.503906 Penalty: 1985.505493
	Iteration 3F: 3 clusters Score -42576.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -42724.781250 Penalty: 1985.505493
	Iteration 4Q: 3 clusters Score -42724.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -42840.066406 Penalty: 1985.505493
	Iteration 5Q: 3 clusters Score -42840.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -42906.617188 Penalty: 1985.505493
	Iteration 6Q: 3 clusters Score -42906.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -42910.726562 Penalty: 1985.505493
	Iteration 7Q: 3 clusters Score -42910.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -42910.726562 Penalty: 1985.505493
	Iteration 8F: 3 clusters Score -42910.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86503 members 
Mstep: Class 2 contains 12101 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 102754 members 
Mstep: Class 6 contains 29994 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 85523 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 55 members 
Mstep: Class 12 contains 106465 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 42144 members 
Mstep: Class 15 contains 12787 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 17 contains 98846 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 17746 members 
Mstep: Class 21 contains 113387 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 11401 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 5159 members 
Entering Unmasked Estep 
Score: -86186632.000000 Penalty: 57207.613281
Splitting cluster 11 changes total score from -86187312.000000 to -86186632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (106465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106465 members 
Entering Unmasked Estep 
Score: -12418676.000000 Penalty: 1881.030396
	Iteration 0F: 2 clusters Score -1.241868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -12351960.000000 Penalty: 3762.060791
	Iteration 0F: 3 clusters Score -1.235196e+07 nChanged 51041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -12381835.000000 Penalty: 3762.060791
	Iteration 1F: 3 clusters Score -1.238184e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -12383046.000000 Penalty: 3762.060791
	Iteration 2Q: 3 clusters Score -1.238305e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -12385182.000000 Penalty: 3762.060791
	Iteration 3Q: 3 clusters Score -1.238518e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -12388916.000000 Penalty: 3762.060791
	Iteration 4F: 3 clusters Score -1.238892e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -12394917.000000 Penalty: 3762.060791
	Iteration 5F: 3 clusters Score -1.239492e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -12402140.000000 Penalty: 3762.060791
	Iteration 6F: 3 clusters Score -1.240214e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -12408695.000000 Penalty: 3762.060791
	Iteration 7F: 3 clusters Score -1.24087e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -12412674.000000 Penalty: 3762.060791
	Iteration 8F: 3 clusters Score -1.241267e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -12415140.000000 Penalty: 3762.060791
	Iteration 9Q: 3 clusters Score -1.241514e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -12416094.000000 Penalty: 3762.060791
	Iteration 10Q: 3 clusters Score -1.241609e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -12416571.000000 Penalty: 3762.060791
	Iteration 11Q: 3 clusters Score -1.241657e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 105301 members 
Entering Unmasked Estep 
Score: -12416814.000000 Penalty: 3762.060791
	Iteration 12Q: 3 clusters Score -1.241681e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 105476 members 
Entering Unmasked Estep 
Score: -12416967.000000 Penalty: 3762.060791
	Iteration 13Q: 3 clusters Score -1.241697e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 105577 members 
Entering Unmasked Estep 
Score: -12417093.000000 Penalty: 3762.060791
	Iteration 14Q: 3 clusters Score -1.241709e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 105643 members 
Entering Unmasked Estep 
Score: -12417173.000000 Penalty: 3762.060791
	Iteration 15Q: 3 clusters Score -1.241717e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 105686 members 
Entering Unmasked Estep 
Score: -12417200.000000 Penalty: 3762.060791
	Iteration 16Q: 3 clusters Score -1.24172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 105715 members 
Entering Unmasked Estep 
Score: -12417250.000000 Penalty: 3762.060791
	Iteration 17Q: 3 clusters Score -1.241725e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 105746 members 
Entering Unmasked Estep 
Score: -12417261.000000 Penalty: 3762.060791
	Iteration 18Q: 3 clusters Score -1.241726e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 105772 members 
Entering Unmasked Estep 
Score: -12417284.000000 Penalty: 3762.060791
	Iteration 19Q: 3 clusters Score -1.241728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -12417305.000000 Penalty: 3762.060791
	Iteration 20F: 3 clusters Score -1.24173e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -12417291.000000 Penalty: 3762.060791
	Iteration 21Q: 3 clusters Score -1.241729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 105808 members 
Entering Unmasked Estep 
Score: -12417302.000000 Penalty: 3762.060791
	Iteration 22Q: 3 clusters Score -1.24173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -12417302.000000 Penalty: 3762.060791
	Iteration 23Q: 3 clusters Score -1.24173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -12417309.000000 Penalty: 3762.060791
	Iteration 24Q: 3 clusters Score -1.241731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -12417316.000000 Penalty: 3762.060791
	Iteration 25Q: 3 clusters Score -1.241732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -12417314.000000 Penalty: 3762.060791
	Iteration 26Q: 3 clusters Score -1.241731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 105818 members 
Entering Unmasked Estep 
Score: -12417316.000000 Penalty: 3762.060791
	Iteration 27Q: 3 clusters Score -1.241732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 105821 members 
Entering Unmasked Estep 
Score: -12417316.000000 Penalty: 3762.060791
	Iteration 28Q: 3 clusters Score -1.241732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 105825 members 
Entering Unmasked Estep 
Score: -12417327.000000 Penalty: 3762.060791
	Iteration 29Q: 3 clusters Score -1.241733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 105829 members 
Entering Unmasked Estep 
Score: -12417329.000000 Penalty: 3762.060791
	Iteration 30Q: 3 clusters Score -1.241733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -12417328.000000 Penalty: 3762.060791
	Iteration 31Q: 3 clusters Score -1.241733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 105837 members 
Entering Unmasked Estep 
Score: -12417341.000000 Penalty: 3762.060791
	Iteration 32Q: 3 clusters Score -1.241734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -12417345.000000 Penalty: 3762.060791
	Iteration 33Q: 3 clusters Score -1.241734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 105842 members 
Entering Unmasked Estep 
Score: -12417333.000000 Penalty: 3762.060791
	Iteration 34Q: 3 clusters Score -1.241733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -12417338.000000 Penalty: 3762.060791
	Iteration 35Q: 3 clusters Score -1.241734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -12417345.000000 Penalty: 3762.060791
	Iteration 36Q: 3 clusters Score -1.241734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 105841 members 
Entering Unmasked Estep 
Score: -12417348.000000 Penalty: 3762.060791
	Iteration 37Q: 3 clusters Score -1.241735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 105843 members 
Entering Unmasked Estep 
Score: -12417342.000000 Penalty: 3762.060791
	Iteration 38Q: 3 clusters Score -1.241734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -12417341.000000 Penalty: 3762.060791
	Iteration 39Q: 3 clusters Score -1.241734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 105846 members 
Entering Unmasked Estep 
Score: -12417338.000000 Penalty: 3762.060791
	Iteration 40F: 3 clusters Score -1.241734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -12417328.000000 Penalty: 3762.060791
	Iteration 41Q: 3 clusters Score -1.241733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -12417332.000000 Penalty: 3762.060791
	Iteration 42Q: 3 clusters Score -1.241733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 105848 members 
Entering Unmasked Estep 
Score: -12417331.000000 Penalty: 3762.060791
	Iteration 43Q: 3 clusters Score -1.241733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -12417339.000000 Penalty: 3762.060791
	Iteration 44Q: 3 clusters Score -1.241734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -12417341.000000 Penalty: 3762.060791
	Iteration 45Q: 3 clusters Score -1.241734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 105850 members 
Entering Unmasked Estep 
Score: -12417336.000000 Penalty: 3762.060791
	Iteration 46Q: 3 clusters Score -1.241734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -12417333.000000 Penalty: 3762.060791
	Iteration 47Q: 3 clusters Score -1.241733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -12417340.000000 Penalty: 3762.060791
	Iteration 48Q: 3 clusters Score -1.241734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -12417340.000000 Penalty: 3762.060791
	Iteration 49F: 3 clusters Score -1.241734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -170833.953125 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -170834 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 825 members 
Entering Unmasked Estep 
Score: -168936.375000 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -168936.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -169359.156250 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -169359.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -169468.484375 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -169468.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -169556.937500 Penalty: 2409.344482
	Iteration 3F: 3 clusters Score -169556.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -169626.000000 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -169626 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -169683.250000 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -169683.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -169730.421875 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -169730.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -169764.390625 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -169764.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -169778.171875 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -169778.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -169794.875000 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -169794.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -169812.281250 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -169812.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -169823.515625 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -169823.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -169834.515625 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -169834.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -169842.921875 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -169842.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -169848.937500 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -169848.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -169851.953125 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -169852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -169855.078125 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -169855.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -169857.953125 Penalty: 2409.344482
	Iteration 17Q: 3 clusters Score -169858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -169860.265625 Penalty: 2409.344482
	Iteration 18Q: 3 clusters Score -169860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -169860.953125 Penalty: 2409.344482
	Iteration 19Q: 3 clusters Score -169861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -169861.734375 Penalty: 2409.344482
	Iteration 20F: 3 clusters Score -169861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -169864.453125 Penalty: 2409.344482
	Iteration 21Q: 3 clusters Score -169864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -169866.468750 Penalty: 2409.344482
	Iteration 22Q: 3 clusters Score -169866.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -169868.328125 Penalty: 2409.344482
	Iteration 23Q: 3 clusters Score -169868.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -169870.484375 Penalty: 2409.344482
	Iteration 24Q: 3 clusters Score -169870.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -169875.000000 Penalty: 2409.344482
	Iteration 25Q: 3 clusters Score -169875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -169878.125000 Penalty: 2409.344482
	Iteration 26Q: 3 clusters Score -169878.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -169882.140625 Penalty: 2409.344482
	Iteration 27Q: 3 clusters Score -169882.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -169884.234375 Penalty: 2409.344482
	Iteration 28Q: 3 clusters Score -169884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -169886.421875 Penalty: 2409.344482
	Iteration 29Q: 3 clusters Score -169886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -169887.640625 Penalty: 2409.344482
	Iteration 30Q: 3 clusters Score -169887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -169889.453125 Penalty: 2409.344482
	Iteration 31Q: 3 clusters Score -169889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -169890.234375 Penalty: 2409.344482
	Iteration 32Q: 3 clusters Score -169890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -169891.390625 Penalty: 2409.344482
	Iteration 33Q: 3 clusters Score -169891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -169891.828125 Penalty: 2409.344482
	Iteration 34Q: 3 clusters Score -169891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -169892.109375 Penalty: 2409.344482
	Iteration 35Q: 3 clusters Score -169892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -169893.531250 Penalty: 2409.344482
	Iteration 36Q: 3 clusters Score -169893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169896.187500 Penalty: 2409.344482
	Iteration 37Q: 3 clusters Score -169896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -169897.875000 Penalty: 2409.344482
	Iteration 38Q: 3 clusters Score -169897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -169898.609375 Penalty: 2409.344482
	Iteration 39Q: 3 clusters Score -169898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -169900.343750 Penalty: 2409.344482
	Iteration 40F: 3 clusters Score -169900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -169904.093750 Penalty: 2409.344482
	Iteration 41Q: 3 clusters Score -169904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -169904.156250 Penalty: 2409.344482
	Iteration 42Q: 3 clusters Score -169904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -169904.609375 Penalty: 2409.344482
	Iteration 43Q: 3 clusters Score -169904.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -169904.828125 Penalty: 2409.344482
	Iteration 44Q: 3 clusters Score -169904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -169904.828125 Penalty: 2409.344482
	Iteration 45F: 3 clusters Score -169904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Entering Unmasked Estep 
Score: -4767866.000000 Penalty: 1730.437744
	Iteration 0F: 2 clusters Score -4767866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4739732.000000 Penalty: 3460.875488
	Iteration 0F: 3 clusters Score -4739732 nChanged 19577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -4750677.500000 Penalty: 3460.875488
	Iteration 1F: 3 clusters Score -4750678 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -4751316.000000 Penalty: 3460.875488
	Iteration 2Q: 3 clusters Score -4751316 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4752101.000000 Penalty: 3460.875488
	Iteration 3Q: 3 clusters Score -4752101 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4753118.000000 Penalty: 3460.875488
	Iteration 4F: 3 clusters Score -4753118 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4754553.000000 Penalty: 3460.875488
	Iteration 5F: 3 clusters Score -4754553 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -4756475.500000 Penalty: 3460.875488
	Iteration 6F: 3 clusters Score -4756476 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -4758750.000000 Penalty: 3460.875488
	Iteration 7F: 3 clusters Score -4758750 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4761040.500000 Penalty: 3460.875488
	Iteration 8F: 3 clusters Score -4761040 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -4762788.000000 Penalty: 3460.875488
	Iteration 9Q: 3 clusters Score -4762788 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -4763986.000000 Penalty: 3460.875488
	Iteration 10Q: 3 clusters Score -4763986 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -4764725.000000 Penalty: 3460.875488
	Iteration 11Q: 3 clusters Score -4764725 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4765160.500000 Penalty: 3460.875488
	Iteration 12Q: 3 clusters Score -4765160 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -4765450.500000 Penalty: 3460.875488
	Iteration 13Q: 3 clusters Score -4765450 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -4765624.000000 Penalty: 3460.875488
	Iteration 14Q: 3 clusters Score -4765624 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -4765705.500000 Penalty: 3460.875488
	Iteration 15Q: 3 clusters Score -4765706 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4765786.000000 Penalty: 3460.875488
	Iteration 16Q: 3 clusters Score -4765786 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -4765844.000000 Penalty: 3460.875488
	Iteration 17Q: 3 clusters Score -4765844 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -4765885.000000 Penalty: 3460.875488
	Iteration 18Q: 3 clusters Score -4765885 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -4765919.500000 Penalty: 3460.875488
	Iteration 19Q: 3 clusters Score -4765920 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -4765937.500000 Penalty: 3460.875488
	Iteration 20F: 3 clusters Score -4765938 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -4765971.500000 Penalty: 3460.875488
	Iteration 21Q: 3 clusters Score -4765972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -4765998.500000 Penalty: 3460.875488
	Iteration 22Q: 3 clusters Score -4765998 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -4766015.000000 Penalty: 3460.875488
	Iteration 23Q: 3 clusters Score -4766015 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4766025.500000 Penalty: 3460.875488
	Iteration 24Q: 3 clusters Score -4766026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -4766049.000000 Penalty: 3460.875488
	Iteration 25Q: 3 clusters Score -4766049 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4766080.500000 Penalty: 3460.875488
	Iteration 26Q: 3 clusters Score -4766080 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4766084.500000 Penalty: 3460.875488
	Iteration 27Q: 3 clusters Score -4766084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -4766108.500000 Penalty: 3460.875488
	Iteration 28Q: 3 clusters Score -4766108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -4766131.000000 Penalty: 3460.875488
	Iteration 29Q: 3 clusters Score -4766131 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4766163.000000 Penalty: 3460.875488
	Iteration 30Q: 3 clusters Score -4766163 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4766172.500000 Penalty: 3460.875488
	Iteration 31Q: 3 clusters Score -4766172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -4766170.500000 Penalty: 3460.875488
	Iteration 32Q: 3 clusters Score -4766170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -4766180.500000 Penalty: 3460.875488
	Iteration 33Q: 3 clusters Score -4766180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4766188.000000 Penalty: 3460.875488
	Iteration 34Q: 3 clusters Score -4766188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -4766198.500000 Penalty: 3460.875488
	Iteration 35Q: 3 clusters Score -4766198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4766224.500000 Penalty: 3460.875488
	Iteration 36Q: 3 clusters Score -4766224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4766220.500000 Penalty: 3460.875488
	Iteration 37Q: 3 clusters Score -4766220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4766231.000000 Penalty: 3460.875488
	Iteration 38Q: 3 clusters Score -4766231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4766234.500000 Penalty: 3460.875488
	Iteration 39Q: 3 clusters Score -4766234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -4766241.000000 Penalty: 3460.875488
	Iteration 40F: 3 clusters Score -4766241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4766257.500000 Penalty: 3460.875488
	Iteration 41Q: 3 clusters Score -4766258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4766250.000000 Penalty: 3460.875488
	Iteration 42Q: 3 clusters Score -4766250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4766254.500000 Penalty: 3460.875488
	Iteration 43Q: 3 clusters Score -4766254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -4766260.500000 Penalty: 3460.875488
	Iteration 44Q: 3 clusters Score -4766260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4766260.000000 Penalty: 3460.875488
	Iteration 45Q: 3 clusters Score -4766260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4766269.000000 Penalty: 3460.875488
	Iteration 46Q: 3 clusters Score -4766269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -4766273.000000 Penalty: 3460.875488
	Iteration 47Q: 3 clusters Score -4766273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4766279.000000 Penalty: 3460.875488
	Iteration 48Q: 3 clusters Score -4766279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4766285.500000 Penalty: 3460.875488
	Iteration 49Q: 3 clusters Score -4766286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -4766299.500000 Penalty: 3460.875488
	Iteration 50Q: 3 clusters Score -4766300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4766306.000000 Penalty: 3460.875488
	Iteration 51Q: 3 clusters Score -4766306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4766307.500000 Penalty: 3460.875488
	Iteration 52Q: 3 clusters Score -4766308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4766313.500000 Penalty: 3460.875488
	Iteration 53Q: 3 clusters Score -4766314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4766316.500000 Penalty: 3460.875488
	Iteration 54Q: 3 clusters Score -4766316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4766310.000000 Penalty: 3460.875488
	Iteration 55Q: 3 clusters Score -4766310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4766316.500000 Penalty: 3460.875488
	Iteration 56Q: 3 clusters Score -4766316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4766318.500000 Penalty: 3460.875488
	Iteration 57Q: 3 clusters Score -4766318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4766320.000000 Penalty: 3460.875488
	Iteration 58Q: 3 clusters Score -4766320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4766324.500000 Penalty: 3460.875488
	Iteration 59Q: 3 clusters Score -4766324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4766326.500000 Penalty: 3460.875488
	Iteration 60F: 3 clusters Score -4766326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4766325.000000 Penalty: 3460.875488
	Iteration 61Q: 3 clusters Score -4766325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4766325.500000 Penalty: 3460.875488
	Iteration 62Q: 3 clusters Score -4766326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4766326.000000 Penalty: 3460.875488
	Iteration 63Q: 3 clusters Score -4766326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4766328.500000 Penalty: 3460.875488
	Iteration 64Q: 3 clusters Score -4766328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4766326.500000 Penalty: 3460.875488
	Iteration 65Q: 3 clusters Score -4766326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4766326.000000 Penalty: 3460.875488
	Iteration 66Q: 3 clusters Score -4766326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4766327.500000 Penalty: 3460.875488
	Iteration 67Q: 3 clusters Score -4766328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4766327.500000 Penalty: 3460.875488
	Iteration 68Q: 3 clusters Score -4766328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4766332.000000 Penalty: 3460.875488
	Iteration 69Q: 3 clusters Score -4766332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -4766332.000000 Penalty: 3460.875488
	Iteration 70F: 3 clusters Score -4766332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Entering Unmasked Estep 
Score: -1461192.875000 Penalty: 1536.630005
	Iteration 0F: 2 clusters Score -1461193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1452314.500000 Penalty: 3073.260010
	Iteration 0F: 3 clusters Score -1452314 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1455227.875000 Penalty: 3073.260010
	Iteration 1F: 3 clusters Score -1455228 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1455589.250000 Penalty: 3073.260010
	Iteration 2F: 3 clusters Score -1455589 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1455985.875000 Penalty: 3073.260010
	Iteration 3F: 3 clusters Score -1455986 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1456477.375000 Penalty: 3073.260010
	Iteration 4F: 3 clusters Score -1456477 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1457074.250000 Penalty: 3073.260010
	Iteration 5F: 3 clusters Score -1457074 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1457803.500000 Penalty: 3073.260010
	Iteration 6F: 3 clusters Score -1457804 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1458533.250000 Penalty: 3073.260010
	Iteration 7F: 3 clusters Score -1458533 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1459234.875000 Penalty: 3073.260010
	Iteration 8F: 3 clusters Score -1459235 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1459624.750000 Penalty: 3073.260010
	Iteration 9Q: 3 clusters Score -1459625 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1459806.125000 Penalty: 3073.260010
	Iteration 10Q: 3 clusters Score -1459806 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1459914.625000 Penalty: 3073.260010
	Iteration 11Q: 3 clusters Score -1459915 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1459967.375000 Penalty: 3073.260010
	Iteration 12Q: 3 clusters Score -1459967 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1459988.375000 Penalty: 3073.260010
	Iteration 13Q: 3 clusters Score -1459988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1460007.375000 Penalty: 3073.260010
	Iteration 14Q: 3 clusters Score -1460007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1460016.750000 Penalty: 3073.260010
	Iteration 15Q: 3 clusters Score -1460017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1460033.125000 Penalty: 3073.260010
	Iteration 16Q: 3 clusters Score -1460033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1460042.375000 Penalty: 3073.260010
	Iteration 17Q: 3 clusters Score -1460042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1460056.625000 Penalty: 3073.260010
	Iteration 18Q: 3 clusters Score -1460057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1460070.750000 Penalty: 3073.260010
	Iteration 19Q: 3 clusters Score -1460071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1460077.625000 Penalty: 3073.260010
	Iteration 20F: 3 clusters Score -1460078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1460092.625000 Penalty: 3073.260010
	Iteration 21Q: 3 clusters Score -1460093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1460109.375000 Penalty: 3073.260010
	Iteration 22Q: 3 clusters Score -1460109 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1460122.000000 Penalty: 3073.260010
	Iteration 23Q: 3 clusters Score -1460122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1460136.000000 Penalty: 3073.260010
	Iteration 24Q: 3 clusters Score -1460136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1460148.500000 Penalty: 3073.260010
	Iteration 25Q: 3 clusters Score -1460148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1460168.000000 Penalty: 3073.260010
	Iteration 26Q: 3 clusters Score -1460168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1460193.500000 Penalty: 3073.260010
	Iteration 27Q: 3 clusters Score -1460194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1460198.875000 Penalty: 3073.260010
	Iteration 28Q: 3 clusters Score -1460199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1460209.125000 Penalty: 3073.260010
	Iteration 29Q: 3 clusters Score -1460209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1460217.625000 Penalty: 3073.260010
	Iteration 30Q: 3 clusters Score -1460218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1460222.500000 Penalty: 3073.260010
	Iteration 31Q: 3 clusters Score -1460222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1460232.250000 Penalty: 3073.260010
	Iteration 32Q: 3 clusters Score -1460232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1460233.250000 Penalty: 3073.260010
	Iteration 33Q: 3 clusters Score -1460233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1460233.375000 Penalty: 3073.260010
	Iteration 34Q: 3 clusters Score -1460233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1460239.875000 Penalty: 3073.260010
	Iteration 35Q: 3 clusters Score -1460240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1460240.250000 Penalty: 3073.260010
	Iteration 36Q: 3 clusters Score -1460240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1460241.625000 Penalty: 3073.260010
	Iteration 37Q: 3 clusters Score -1460242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1460239.500000 Penalty: 3073.260010
	Iteration 38Q: 3 clusters Score -1460240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1460245.375000 Penalty: 3073.260010
	Iteration 39Q: 3 clusters Score -1460245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1460247.375000 Penalty: 3073.260010
	Iteration 40F: 3 clusters Score -1460247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1460249.875000 Penalty: 3073.260010
	Iteration 41Q: 3 clusters Score -1460250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1460249.125000 Penalty: 3073.260010
	Iteration 42Q: 3 clusters Score -1460249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1460250.250000 Penalty: 3073.260010
	Iteration 43Q: 3 clusters Score -1460250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1460247.750000 Penalty: 3073.260010
	Iteration 44Q: 3 clusters Score -1460248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1460246.875000 Penalty: 3073.260010
	Iteration 45Q: 3 clusters Score -1460247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1460250.375000 Penalty: 3073.260010
	Iteration 46Q: 3 clusters Score -1460250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1460249.875000 Penalty: 3073.260010
	Iteration 47Q: 3 clusters Score -1460250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1460251.375000 Penalty: 3073.260010
	Iteration 48Q: 3 clusters Score -1460251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1460251.500000 Penalty: 3073.260010
	Iteration 49Q: 3 clusters Score -1460252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1460254.875000 Penalty: 3073.260010
	Iteration 50Q: 3 clusters Score -1460255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1460255.500000 Penalty: 3073.260010
	Iteration 51Q: 3 clusters Score -1460256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1460258.750000 Penalty: 3073.260010
	Iteration 52Q: 3 clusters Score -1460259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1460258.500000 Penalty: 3073.260010
	Iteration 53Q: 3 clusters Score -1460258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1460260.125000 Penalty: 3073.260010
	Iteration 54Q: 3 clusters Score -1460260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1460263.000000 Penalty: 3073.260010
	Iteration 55Q: 3 clusters Score -1460263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1460266.875000 Penalty: 3073.260010
	Iteration 56Q: 3 clusters Score -1460267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1460267.875000 Penalty: 3073.260010
	Iteration 57Q: 3 clusters Score -1460268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1460268.250000 Penalty: 3073.260010
	Iteration 58Q: 3 clusters Score -1460268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1460270.875000 Penalty: 3073.260010
	Iteration 59Q: 3 clusters Score -1460271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1460271.750000 Penalty: 3073.260010
	Iteration 60F: 3 clusters Score -1460272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1460270.875000 Penalty: 3073.260010
	Iteration 61Q: 3 clusters Score -1460271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1460271.500000 Penalty: 3073.260010
	Iteration 62Q: 3 clusters Score -1460272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1460273.000000 Penalty: 3073.260010
	Iteration 63Q: 3 clusters Score -1460273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1460271.625000 Penalty: 3073.260010
	Iteration 64Q: 3 clusters Score -1460272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1460273.000000 Penalty: 3073.260010
	Iteration 65Q: 3 clusters Score -1460273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1460272.875000 Penalty: 3073.260010
	Iteration 66Q: 3 clusters Score -1460273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1460271.875000 Penalty: 3073.260010
	Iteration 67Q: 3 clusters Score -1460272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1460273.125000 Penalty: 3073.260010
	Iteration 68Q: 3 clusters Score -1460273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1460273.000000 Penalty: 3073.260010
	Iteration 69Q: 3 clusters Score -1460273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1460277.125000 Penalty: 3073.260010
	Iteration 70Q: 3 clusters Score -1460277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1460279.375000 Penalty: 3073.260010
	Iteration 71Q: 3 clusters Score -1460279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1460280.000000 Penalty: 3073.260010
	Iteration 72Q: 3 clusters Score -1460280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1460281.875000 Penalty: 3073.260010
	Iteration 73Q: 3 clusters Score -1460282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1460281.500000 Penalty: 3073.260010
	Iteration 74Q: 3 clusters Score -1460282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1460281.125000 Penalty: 3073.260010
	Iteration 75Q: 3 clusters Score -1460281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1460283.375000 Penalty: 3073.260010
	Iteration 76Q: 3 clusters Score -1460283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1460282.375000 Penalty: 3073.260010
	Iteration 77Q: 3 clusters Score -1460282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1460282.750000 Penalty: 3073.260010
	Iteration 78Q: 3 clusters Score -1460283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1460284.750000 Penalty: 3073.260010
	Iteration 79Q: 3 clusters Score -1460285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1460284.250000 Penalty: 3073.260010
	Iteration 80F: 3 clusters Score -1460284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1460285.375000 Penalty: 3073.260010
	Iteration 81Q: 3 clusters Score -1460285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1460284.875000 Penalty: 3073.260010
	Iteration 82Q: 3 clusters Score -1460285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1460287.000000 Penalty: 3073.260010
	Iteration 83Q: 3 clusters Score -1460287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1460287.000000 Penalty: 3073.260010
	Iteration 84F: 3 clusters Score -1460287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (98846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Entering Unmasked Estep 
Score: -11429336.000000 Penalty: 1868.964111
	Iteration 0F: 2 clusters Score -1.142934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -11365334.000000 Penalty: 3737.928223
	Iteration 0F: 3 clusters Score -1.136533e+07 nChanged 47108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -11392975.000000 Penalty: 3737.928223
	Iteration 1F: 3 clusters Score -1.139298e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -11393931.000000 Penalty: 3737.928223
	Iteration 2Q: 3 clusters Score -1.139393e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -11395282.000000 Penalty: 3737.928223
	Iteration 3Q: 3 clusters Score -1.139528e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -11397126.000000 Penalty: 3737.928223
	Iteration 4Q: 3 clusters Score -1.139713e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -11399862.000000 Penalty: 3737.928223
	Iteration 5F: 3 clusters Score -1.139986e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -11403692.000000 Penalty: 3737.928223
	Iteration 6F: 3 clusters Score -1.140369e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -11408689.000000 Penalty: 3737.928223
	Iteration 7F: 3 clusters Score -1.140869e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -11413650.000000 Penalty: 3737.928223
	Iteration 8F: 3 clusters Score -1.141365e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -11417210.000000 Penalty: 3737.928223
	Iteration 9F: 3 clusters Score -1.141721e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -11418971.000000 Penalty: 3737.928223
	Iteration 10Q: 3 clusters Score -1.141897e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -11420027.000000 Penalty: 3737.928223
	Iteration 11Q: 3 clusters Score -1.142003e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -11420799.000000 Penalty: 3737.928223
	Iteration 12Q: 3 clusters Score -1.14208e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -11421500.000000 Penalty: 3737.928223
	Iteration 13Q: 3 clusters Score -1.14215e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -11422044.000000 Penalty: 3737.928223
	Iteration 14Q: 3 clusters Score -1.142204e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -11422697.000000 Penalty: 3737.928223
	Iteration 15Q: 3 clusters Score -1.14227e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 84288 members 
Entering Unmasked Estep 
Score: -11423138.000000 Penalty: 3737.928223
	Iteration 16Q: 3 clusters Score -1.142314e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 85624 members 
Entering Unmasked Estep 
Score: -11423656.000000 Penalty: 3737.928223
	Iteration 17Q: 3 clusters Score -1.142366e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -11424098.000000 Penalty: 3737.928223
	Iteration 18Q: 3 clusters Score -1.14241e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -11424548.000000 Penalty: 3737.928223
	Iteration 19Q: 3 clusters Score -1.142455e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -11424888.000000 Penalty: 3737.928223
	Iteration 20F: 3 clusters Score -1.142489e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 89990 members 
Entering Unmasked Estep 
Score: -11425306.000000 Penalty: 3737.928223
	Iteration 21Q: 3 clusters Score -1.142531e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -11425641.000000 Penalty: 3737.928223
	Iteration 22Q: 3 clusters Score -1.142564e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -11425892.000000 Penalty: 3737.928223
	Iteration 23Q: 3 clusters Score -1.142589e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -11426080.000000 Penalty: 3737.928223
	Iteration 24Q: 3 clusters Score -1.142608e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 93030 members 
Entering Unmasked Estep 
Score: -11426304.000000 Penalty: 3737.928223
	Iteration 25Q: 3 clusters Score -1.14263e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 93617 members 
Entering Unmasked Estep 
Score: -11426530.000000 Penalty: 3737.928223
	Iteration 26Q: 3 clusters Score -1.142653e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 94100 members 
Entering Unmasked Estep 
Score: -11426643.000000 Penalty: 3737.928223
	Iteration 27Q: 3 clusters Score -1.142664e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -11426814.000000 Penalty: 3737.928223
	Iteration 28Q: 3 clusters Score -1.142681e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 94922 members 
Entering Unmasked Estep 
Score: -11426919.000000 Penalty: 3737.928223
	Iteration 29Q: 3 clusters Score -1.142692e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -11426987.000000 Penalty: 3737.928223
	Iteration 30Q: 3 clusters Score -1.142699e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
Score: -11427051.000000 Penalty: 3737.928223
	Iteration 31Q: 3 clusters Score -1.142705e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 95850 members 
Entering Unmasked Estep 
Score: -11427119.000000 Penalty: 3737.928223
	Iteration 32Q: 3 clusters Score -1.142712e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 96061 members 
Entering Unmasked Estep 
Score: -11427176.000000 Penalty: 3737.928223
	Iteration 33Q: 3 clusters Score -1.142718e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 96263 members 
Entering Unmasked Estep 
Score: -11427223.000000 Penalty: 3737.928223
	Iteration 34Q: 3 clusters Score -1.142722e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 96433 members 
Entering Unmasked Estep 
Score: -11427265.000000 Penalty: 3737.928223
	Iteration 35Q: 3 clusters Score -1.142726e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -11427321.000000 Penalty: 3737.928223
	Iteration 36Q: 3 clusters Score -1.142732e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 96747 members 
Entering Unmasked Estep 
Score: -11427350.000000 Penalty: 3737.928223
	Iteration 37Q: 3 clusters Score -1.142735e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -11427393.000000 Penalty: 3737.928223
	Iteration 38Q: 3 clusters Score -1.142739e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -11427437.000000 Penalty: 3737.928223
	Iteration 39Q: 3 clusters Score -1.142744e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -11427448.000000 Penalty: 3737.928223
	Iteration 40F: 3 clusters Score -1.142745e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 97203 members 
Entering Unmasked Estep 
Score: -11427473.000000 Penalty: 3737.928223
	Iteration 41Q: 3 clusters Score -1.142747e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 97300 members 
Entering Unmasked Estep 
Score: -11427487.000000 Penalty: 3737.928223
	Iteration 42Q: 3 clusters Score -1.142749e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -11427534.000000 Penalty: 3737.928223
	Iteration 43Q: 3 clusters Score -1.142753e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -11427570.000000 Penalty: 3737.928223
	Iteration 44Q: 3 clusters Score -1.142757e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 97524 members 
Entering Unmasked Estep 
Score: -11427592.000000 Penalty: 3737.928223
	Iteration 45Q: 3 clusters Score -1.142759e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -11427608.000000 Penalty: 3737.928223
	Iteration 46Q: 3 clusters Score -1.142761e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 97618 members 
Entering Unmasked Estep 
Score: -11427613.000000 Penalty: 3737.928223
	Iteration 47Q: 3 clusters Score -1.142761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
Score: -11427612.000000 Penalty: 3737.928223
	Iteration 48Q: 3 clusters Score -1.142761e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -11427616.000000 Penalty: 3737.928223
	Iteration 49Q: 3 clusters Score -1.142762e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -11427627.000000 Penalty: 3737.928223
	Iteration 50Q: 3 clusters Score -1.142763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -11427641.000000 Penalty: 3737.928223
	Iteration 51Q: 3 clusters Score -1.142764e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 97747 members 
Entering Unmasked Estep 
Score: -11427645.000000 Penalty: 3737.928223
	Iteration 52Q: 3 clusters Score -1.142764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -11427673.000000 Penalty: 3737.928223
	Iteration 53Q: 3 clusters Score -1.142767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -11427667.000000 Penalty: 3737.928223
	Iteration 54Q: 3 clusters Score -1.142767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -11427675.000000 Penalty: 3737.928223
	Iteration 55Q: 3 clusters Score -1.142768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -11427689.000000 Penalty: 3737.928223
	Iteration 56Q: 3 clusters Score -1.142769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -11427695.000000 Penalty: 3737.928223
	Iteration 57Q: 3 clusters Score -1.14277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 97860 members 
Entering Unmasked Estep 
Score: -11427707.000000 Penalty: 3737.928223
	Iteration 58Q: 3 clusters Score -1.142771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -11427707.000000 Penalty: 3737.928223
	Iteration 59Q: 3 clusters Score -1.142771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -11427713.000000 Penalty: 3737.928223
	Iteration 60F: 3 clusters Score -1.142771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 97890 members 
Entering Unmasked Estep 
Score: -11427710.000000 Penalty: 3737.928223
	Iteration 61Q: 3 clusters Score -1.142771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 97900 members 
Entering Unmasked Estep 
Score: -11427706.000000 Penalty: 3737.928223
	Iteration 62Q: 3 clusters Score -1.142771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 97906 members 
Entering Unmasked Estep 
Score: -11427697.000000 Penalty: 3737.928223
	Iteration 63Q: 3 clusters Score -1.14277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 97908 members 
Entering Unmasked Estep 
Score: -11427708.000000 Penalty: 3737.928223
	Iteration 64Q: 3 clusters Score -1.142771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 97913 members 
Entering Unmasked Estep 
Score: -11427714.000000 Penalty: 3737.928223
	Iteration 65Q: 3 clusters Score -1.142771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 97922 members 
Entering Unmasked Estep 
Score: -11427734.000000 Penalty: 3737.928223
	Iteration 66Q: 3 clusters Score -1.142773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 97931 members 
Entering Unmasked Estep 
Score: -11427727.000000 Penalty: 3737.928223
	Iteration 67Q: 3 clusters Score -1.142773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -11427736.000000 Penalty: 3737.928223
	Iteration 68Q: 3 clusters Score -1.142774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -11427730.000000 Penalty: 3737.928223
	Iteration 69Q: 3 clusters Score -1.142773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 97953 members 
Entering Unmasked Estep 
Score: -11427732.000000 Penalty: 3737.928223
	Iteration 70Q: 3 clusters Score -1.142773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 97963 members 
Entering Unmasked Estep 
Score: -11427724.000000 Penalty: 3737.928223
	Iteration 71Q: 3 clusters Score -1.142772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 97970 members 
Entering Unmasked Estep 
Score: -11427735.000000 Penalty: 3737.928223
	Iteration 72Q: 3 clusters Score -1.142774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 97977 members 
Entering Unmasked Estep 
Score: -11427736.000000 Penalty: 3737.928223
	Iteration 73Q: 3 clusters Score -1.142774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 97987 members 
Entering Unmasked Estep 
Score: -11427748.000000 Penalty: 3737.928223
	Iteration 74Q: 3 clusters Score -1.142775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 97997 members 
Entering Unmasked Estep 
Score: -11427760.000000 Penalty: 3737.928223
	Iteration 75Q: 3 clusters Score -1.142776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 98007 members 
Entering Unmasked Estep 
Score: -11427758.000000 Penalty: 3737.928223
	Iteration 76Q: 3 clusters Score -1.142776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -11427766.000000 Penalty: 3737.928223
	Iteration 77Q: 3 clusters Score -1.142777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -11427769.000000 Penalty: 3737.928223
	Iteration 78Q: 3 clusters Score -1.142777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 98023 members 
Entering Unmasked Estep 
Score: -11427767.000000 Penalty: 3737.928223
	Iteration 79Q: 3 clusters Score -1.142777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 98028 members 
Entering Unmasked Estep 
Score: -11427773.000000 Penalty: 3737.928223
	Iteration 80F: 3 clusters Score -1.142777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -11427766.000000 Penalty: 3737.928223
	Iteration 81Q: 3 clusters Score -1.142777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 98028 members 
Entering Unmasked Estep 
Score: -11427772.000000 Penalty: 3737.928223
	Iteration 82Q: 3 clusters Score -1.142777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -11427773.000000 Penalty: 3737.928223
	Iteration 83Q: 3 clusters Score -1.142777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -11427771.000000 Penalty: 3737.928223
	Iteration 84Q: 3 clusters Score -1.142777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 98034 members 
Entering Unmasked Estep 
Score: -11427761.000000 Penalty: 3737.928223
	Iteration 85Q: 3 clusters Score -1.142776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 98038 members 
Entering Unmasked Estep 
Score: -11427771.000000 Penalty: 3737.928223
	Iteration 86Q: 3 clusters Score -1.142777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -11427766.000000 Penalty: 3737.928223
	Iteration 87Q: 3 clusters Score -1.142777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 98043 members 
Entering Unmasked Estep 
Score: -11427764.000000 Penalty: 3737.928223
	Iteration 88Q: 3 clusters Score -1.142776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 98046 members 
Entering Unmasked Estep 
Score: -11427761.000000 Penalty: 3737.928223
	Iteration 89Q: 3 clusters Score -1.142776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 98046 members 
Entering Unmasked Estep 
Score: -11427761.000000 Penalty: 3737.928223
	Iteration 90F: 3 clusters Score -1.142776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -43577.011719 Penalty: 984.986694
	Iteration 0F: 2 clusters Score -43577.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42577.597656 Penalty: 1969.973389
	Iteration 0F: 3 clusters Score -42577.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42765.113281 Penalty: 1969.973389
	Iteration 1F: 3 clusters Score -42765.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42828.929688 Penalty: 1969.973389
	Iteration 2F: 3 clusters Score -42828.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42857.507812 Penalty: 1969.973389
	Iteration 3Q: 3 clusters Score -42857.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42880.476562 Penalty: 1969.973389
	Iteration 4Q: 3 clusters Score -42880.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42899.457031 Penalty: 1969.973389
	Iteration 5Q: 3 clusters Score -42899.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42904.890625 Penalty: 1969.973389
	Iteration 6Q: 3 clusters Score -42904.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42904.890625 Penalty: 1969.973389
	Iteration 7F: 3 clusters Score -42904.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -116310.570312 Penalty: 1125.249512
	Iteration 0F: 2 clusters Score -116310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -114856.796875 Penalty: 2250.499023
	Iteration 0F: 3 clusters Score -114856.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -115109.164062 Penalty: 2250.499023
	Iteration 1F: 3 clusters Score -115109.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -115175.578125 Penalty: 2250.499023
	Iteration 2F: 3 clusters Score -115175.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115205.625000 Penalty: 2250.499023
	Iteration 3Q: 3 clusters Score -115205.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115229.757812 Penalty: 2250.499023
	Iteration 4Q: 3 clusters Score -115229.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -115242.437500 Penalty: 2250.499023
	Iteration 5Q: 3 clusters Score -115242.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -115248.382812 Penalty: 2250.499023
	Iteration 6Q: 3 clusters Score -115248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -115252.203125 Penalty: 2250.499023
	Iteration 7Q: 3 clusters Score -115252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115254.656250 Penalty: 2250.499023
	Iteration 8Q: 3 clusters Score -115254.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -115257.648438 Penalty: 2250.499023
	Iteration 9Q: 3 clusters Score -115257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -115261.062500 Penalty: 2250.499023
	Iteration 10Q: 3 clusters Score -115261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115264.671875 Penalty: 2250.499023
	Iteration 11Q: 3 clusters Score -115264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -115268.695312 Penalty: 2250.499023
	Iteration 12Q: 3 clusters Score -115268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115270.835938 Penalty: 2250.499023
	Iteration 13Q: 3 clusters Score -115270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115271.593750 Penalty: 2250.499023
	Iteration 14Q: 3 clusters Score -115271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -115274.906250 Penalty: 2250.499023
	Iteration 15Q: 3 clusters Score -115274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -115275.679688 Penalty: 2250.499023
	Iteration 16Q: 3 clusters Score -115275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115276.148438 Penalty: 2250.499023
	Iteration 17Q: 3 clusters Score -115276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115276.148438 Penalty: 2250.499023
	Iteration 18F: 3 clusters Score -115276.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Entering Unmasked Estep 
Score: -2049259.000000 Penalty: 1589.886230
	Iteration 0F: 2 clusters Score -2049259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2037156.000000 Penalty: 3179.772461
	Iteration 0F: 3 clusters Score -2037156 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2041594.500000 Penalty: 3179.772461
	Iteration 1F: 3 clusters Score -2041594 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2042375.250000 Penalty: 3179.772461
	Iteration 2F: 3 clusters Score -2042375 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2043730.000000 Penalty: 3179.772461
	Iteration 3F: 3 clusters Score -2043730 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2045587.750000 Penalty: 3179.772461
	Iteration 4F: 3 clusters Score -2045588 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2047340.250000 Penalty: 3179.772461
	Iteration 5F: 3 clusters Score -2047340 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2048452.250000 Penalty: 3179.772461
	Iteration 6F: 3 clusters Score -2048452 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2049156.375000 Penalty: 3179.772461
	Iteration 7Q: 3 clusters Score -2049156 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2049591.750000 Penalty: 3179.772461
	Iteration 8Q: 3 clusters Score -2049592 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2049776.125000 Penalty: 3179.772461
	Iteration 9Q: 3 clusters Score -2049776 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2049834.000000 Penalty: 3179.772461
	Iteration 10Q: 3 clusters Score -2049834 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2049865.125000 Penalty: 3179.772461
	Iteration 11Q: 3 clusters Score -2049865 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2049880.625000 Penalty: 3179.772461
	Iteration 12Q: 3 clusters Score -2049881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2049894.000000 Penalty: 3179.772461
	Iteration 13Q: 3 clusters Score -2049894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2049900.500000 Penalty: 3179.772461
	Iteration 14Q: 3 clusters Score -2049900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2049902.625000 Penalty: 3179.772461
	Iteration 15Q: 3 clusters Score -2049903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2049905.250000 Penalty: 3179.772461
	Iteration 16Q: 3 clusters Score -2049905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2049911.625000 Penalty: 3179.772461
	Iteration 17Q: 3 clusters Score -2049912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2049917.625000 Penalty: 3179.772461
	Iteration 18Q: 3 clusters Score -2049918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2049914.625000 Penalty: 3179.772461
	Iteration 19Q: 3 clusters Score -2049915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2049918.125000 Penalty: 3179.772461
	Iteration 20F: 3 clusters Score -2049918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2049913.375000 Penalty: 3179.772461
	Iteration 21Q: 3 clusters Score -2049913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2049913.000000 Penalty: 3179.772461
	Iteration 22Q: 3 clusters Score -2049913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2049914.125000 Penalty: 3179.772461
	Iteration 23Q: 3 clusters Score -2049914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2049914.125000 Penalty: 3179.772461
	Iteration 24F: 3 clusters Score -2049914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86503 members 
Mstep: Class 2 contains 12101 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 102754 members 
Mstep: Class 6 contains 29994 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 85523 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 106465 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 42144 members 
Mstep: Class 15 contains 12787 members 
Mstep: Class 16 contains 15121 members 
Mstep: Class 17 contains 98846 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 113387 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 11401 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 5159 members 
Entering Unmasked Estep 
Score: -86187520.000000 Penalty: 57207.613281
Splitting cluster 20 changes total score from -86187312.000000 to -86187520.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 21 (113387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113387 members 
Entering Unmasked Estep 
Score: -13277193.000000 Penalty: 1891.266357
	Iteration 0F: 2 clusters Score -1.327719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -13205770.000000 Penalty: 3782.532715
	Iteration 0F: 3 clusters Score -1.320577e+07 nChanged 54363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -13237507.000000 Penalty: 3782.532715
	Iteration 1F: 3 clusters Score -1.323751e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -13238613.000000 Penalty: 3782.532715
	Iteration 2Q: 3 clusters Score -1.323861e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -13240218.000000 Penalty: 3782.532715
	Iteration 3Q: 3 clusters Score -1.324022e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -13242355.000000 Penalty: 3782.532715
	Iteration 4F: 3 clusters Score -1.324236e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -13245622.000000 Penalty: 3782.532715
	Iteration 5F: 3 clusters Score -1.324562e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -13249891.000000 Penalty: 3782.532715
	Iteration 6F: 3 clusters Score -1.324989e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87523 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -13254700.000000 Penalty: 3782.532715
	Iteration 7F: 3 clusters Score -1.32547e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -13259324.000000 Penalty: 3782.532715
	Iteration 8F: 3 clusters Score -1.325932e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98853 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -13263643.000000 Penalty: 3782.532715
	Iteration 9Q: 3 clusters Score -1.326364e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102722 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -13268055.000000 Penalty: 3782.532715
	Iteration 10Q: 3 clusters Score -1.326806e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -13271455.000000 Penalty: 3782.532715
	Iteration 11Q: 3 clusters Score -1.327146e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108401 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -13273347.000000 Penalty: 3782.532715
	Iteration 12Q: 3 clusters Score -1.327335e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110081 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -13274442.000000 Penalty: 3782.532715
	Iteration 13Q: 3 clusters Score -1.327444e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111209 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -13275021.000000 Penalty: 3782.532715
	Iteration 14Q: 3 clusters Score -1.327502e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111897 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -13275391.000000 Penalty: 3782.532715
	Iteration 15Q: 3 clusters Score -1.327539e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112328 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -13275518.000000 Penalty: 3782.532715
	Iteration 16Q: 3 clusters Score -1.327552e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112582 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13275574.000000 Penalty: 3782.532715
	Iteration 17Q: 3 clusters Score -1.327557e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112737 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -13275633.000000 Penalty: 3782.532715
	Iteration 18Q: 3 clusters Score -1.327563e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112828 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13275646.000000 Penalty: 3782.532715
	Iteration 19Q: 3 clusters Score -1.327565e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112883 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13275643.000000 Penalty: 3782.532715
	Iteration 20F: 3 clusters Score -1.327564e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112923 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -13275662.000000 Penalty: 3782.532715
	Iteration 21Q: 3 clusters Score -1.327566e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112948 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -13275690.000000 Penalty: 3782.532715
	Iteration 22Q: 3 clusters Score -1.327569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112974 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -13275689.000000 Penalty: 3782.532715
	Iteration 23Q: 3 clusters Score -1.327569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112996 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13275710.000000 Penalty: 3782.532715
	Iteration 24Q: 3 clusters Score -1.327571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -13275716.000000 Penalty: 3782.532715
	Iteration 25Q: 3 clusters Score -1.327572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113018 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -13275718.000000 Penalty: 3782.532715
	Iteration 26Q: 3 clusters Score -1.327572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13275717.000000 Penalty: 3782.532715
	Iteration 27Q: 3 clusters Score -1.327572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113032 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13275712.000000 Penalty: 3782.532715
	Iteration 28Q: 3 clusters Score -1.327571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13275722.000000 Penalty: 3782.532715
	Iteration 29Q: 3 clusters Score -1.327572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -13275722.000000 Penalty: 3782.532715
	Iteration 30F: 3 clusters Score -1.327572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -14069.676758 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -14069.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13467.413086 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -13467.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13647.426758 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -13647.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13840.511719 Penalty: 1715.387329
	Iteration 2F: 3 clusters Score -13840.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14291.402344 Penalty: 1715.387329
	Iteration 3F: 3 clusters Score -14291.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14785.389648 Penalty: 1715.387329
	Iteration 4F: 3 clusters Score -14785.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15045.898438 Penalty: 1715.387329
	Iteration 5Q: 3 clusters Score -15045.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15092.043945 Penalty: 1715.387329
	Iteration 6Q: 3 clusters Score -15092.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15092.043945 Penalty: 1715.387329
	Iteration 7F: 3 clusters Score -15092.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86503 members 
Mstep: Class 2 contains 12101 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 102754 members 
Mstep: Class 6 contains 29994 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 85523 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 106465 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 42144 members 
Mstep: Class 15 contains 12787 members 
Mstep: Class 16 contains 15121 members 
Mstep: Class 17 contains 98846 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 113387 members 
Mstep: Class 22 contains 98 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 11401 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 5159 members 
Mstep: Class 27 contains 98 members 
Entering Unmasked Estep 
Score: -86187168.000000 Penalty: 59407.906250
Splitting cluster 22 changes total score from -86187312.000000 to -86187168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -279535.218750 Penalty: 1264.638428
	Iteration 0F: 2 clusters Score -279535.2 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 1216 members 
Entering Unmasked Estep 
Score: -277179.375000 Penalty: 2529.276855
	Iteration 0F: 3 clusters Score -277179.4 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -277695.250000 Penalty: 2529.276855
	Iteration 1F: 3 clusters Score -277695.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -277844.468750 Penalty: 2529.276855
	Iteration 2F: 3 clusters Score -277844.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -277955.843750 Penalty: 2529.276855
	Iteration 3F: 3 clusters Score -277955.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -278038.781250 Penalty: 2529.276855
	Iteration 4Q: 3 clusters Score -278038.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -278112.531250 Penalty: 2529.276855
	Iteration 5Q: 3 clusters Score -278112.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -278179.218750 Penalty: 2529.276855
	Iteration 6Q: 3 clusters Score -278179.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -278245.875000 Penalty: 2529.276855
	Iteration 7Q: 3 clusters Score -278245.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -278282.843750 Penalty: 2529.276855
	Iteration 8Q: 3 clusters Score -278282.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -278306.468750 Penalty: 2529.276855
	Iteration 9Q: 3 clusters Score -278306.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -278322.281250 Penalty: 2529.276855
	Iteration 10Q: 3 clusters Score -278322.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -278338.031250 Penalty: 2529.276855
	Iteration 11Q: 3 clusters Score -278338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -278351.000000 Penalty: 2529.276855
	Iteration 12Q: 3 clusters Score -278351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -278359.156250 Penalty: 2529.276855
	Iteration 13Q: 3 clusters Score -278359.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -278365.750000 Penalty: 2529.276855
	Iteration 14Q: 3 clusters Score -278365.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -278370.906250 Penalty: 2529.276855
	Iteration 15Q: 3 clusters Score -278370.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -278378.906250 Penalty: 2529.276855
	Iteration 16Q: 3 clusters Score -278378.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -278385.937500 Penalty: 2529.276855
	Iteration 17Q: 3 clusters Score -278385.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -278392.156250 Penalty: 2529.276855
	Iteration 18Q: 3 clusters Score -278392.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -278398.125000 Penalty: 2529.276855
	Iteration 19Q: 3 clusters Score -278398.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -278403.937500 Penalty: 2529.276855
	Iteration 20F: 3 clusters Score -278403.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -278412.062500 Penalty: 2529.276855
	Iteration 21Q: 3 clusters Score -278412.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -278421.187500 Penalty: 2529.276855
	Iteration 22Q: 3 clusters Score -278421.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -278427.468750 Penalty: 2529.276855
	Iteration 23Q: 3 clusters Score -278427.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -278434.187500 Penalty: 2529.276855
	Iteration 24Q: 3 clusters Score -278434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -278438.906250 Penalty: 2529.276855
	Iteration 25Q: 3 clusters Score -278438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -278442.156250 Penalty: 2529.276855
	Iteration 26Q: 3 clusters Score -278442.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -278446.625000 Penalty: 2529.276855
	Iteration 27Q: 3 clusters Score -278446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -278448.656250 Penalty: 2529.276855
	Iteration 28Q: 3 clusters Score -278448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -278451.781250 Penalty: 2529.276855
	Iteration 29Q: 3 clusters Score -278451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -278455.281250 Penalty: 2529.276855
	Iteration 30Q: 3 clusters Score -278455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -278459.312500 Penalty: 2529.276855
	Iteration 31Q: 3 clusters Score -278459.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -278463.281250 Penalty: 2529.276855
	Iteration 32Q: 3 clusters Score -278463.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -278466.812500 Penalty: 2529.276855
	Iteration 33Q: 3 clusters Score -278466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -278469.281250 Penalty: 2529.276855
	Iteration 34Q: 3 clusters Score -278469.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -278474.375000 Penalty: 2529.276855
	Iteration 35Q: 3 clusters Score -278474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -278479.906250 Penalty: 2529.276855
	Iteration 36Q: 3 clusters Score -278479.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -278483.187500 Penalty: 2529.276855
	Iteration 37Q: 3 clusters Score -278483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -278485.218750 Penalty: 2529.276855
	Iteration 38Q: 3 clusters Score -278485.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -278487.937500 Penalty: 2529.276855
	Iteration 39Q: 3 clusters Score -278487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -278489.562500 Penalty: 2529.276855
	Iteration 40F: 3 clusters Score -278489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -278491.156250 Penalty: 2529.276855
	Iteration 41Q: 3 clusters Score -278491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -278491.281250 Penalty: 2529.276855
	Iteration 42Q: 3 clusters Score -278491.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -278491.281250 Penalty: 2529.276855
	Iteration 43F: 3 clusters Score -278491.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Entering Unmasked Estep 
Score: -1248874.625000 Penalty: 1517.986694
	Iteration 0F: 2 clusters Score -1248875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1240792.750000 Penalty: 3035.973389
	Iteration 0F: 3 clusters Score -1240793 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1243544.000000 Penalty: 3035.973389
	Iteration 1F: 3 clusters Score -1243544 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1243968.750000 Penalty: 3035.973389
	Iteration 2F: 3 clusters Score -1243969 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1244390.750000 Penalty: 3035.973389
	Iteration 3F: 3 clusters Score -1244391 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1244845.250000 Penalty: 3035.973389
	Iteration 4F: 3 clusters Score -1244845 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1245336.250000 Penalty: 3035.973389
	Iteration 5F: 3 clusters Score -1245336 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1245791.250000 Penalty: 3035.973389
	Iteration 6F: 3 clusters Score -1245791 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1246196.125000 Penalty: 3035.973389
	Iteration 7F: 3 clusters Score -1246196 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1246563.500000 Penalty: 3035.973389
	Iteration 8Q: 3 clusters Score -1246564 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1246857.125000 Penalty: 3035.973389
	Iteration 9Q: 3 clusters Score -1246857 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1247121.500000 Penalty: 3035.973389
	Iteration 10Q: 3 clusters Score -1247122 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1247337.750000 Penalty: 3035.973389
	Iteration 11Q: 3 clusters Score -1247338 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1247462.125000 Penalty: 3035.973389
	Iteration 12Q: 3 clusters Score -1247462 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1247534.625000 Penalty: 3035.973389
	Iteration 13Q: 3 clusters Score -1247535 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1247596.000000 Penalty: 3035.973389
	Iteration 14Q: 3 clusters Score -1247596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1247640.250000 Penalty: 3035.973389
	Iteration 15Q: 3 clusters Score -1247640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1247675.875000 Penalty: 3035.973389
	Iteration 16Q: 3 clusters Score -1247676 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1247699.250000 Penalty: 3035.973389
	Iteration 17Q: 3 clusters Score -1247699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1247709.125000 Penalty: 3035.973389
	Iteration 18Q: 3 clusters Score -1247709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1247720.250000 Penalty: 3035.973389
	Iteration 19Q: 3 clusters Score -1247720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1247734.875000 Penalty: 3035.973389
	Iteration 20F: 3 clusters Score -1247735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1247748.000000 Penalty: 3035.973389
	Iteration 21Q: 3 clusters Score -1247748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1247756.500000 Penalty: 3035.973389
	Iteration 22Q: 3 clusters Score -1247756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1247760.625000 Penalty: 3035.973389
	Iteration 23Q: 3 clusters Score -1247761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1247764.000000 Penalty: 3035.973389
	Iteration 24Q: 3 clusters Score -1247764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1247761.125000 Penalty: 3035.973389
	Iteration 25Q: 3 clusters Score -1247761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1247765.625000 Penalty: 3035.973389
	Iteration 26Q: 3 clusters Score -1247766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1247766.500000 Penalty: 3035.973389
	Iteration 27Q: 3 clusters Score -1247766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1247768.750000 Penalty: 3035.973389
	Iteration 28Q: 3 clusters Score -1247769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1247771.625000 Penalty: 3035.973389
	Iteration 29Q: 3 clusters Score -1247772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1247773.125000 Penalty: 3035.973389
	Iteration 30Q: 3 clusters Score -1247773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1247768.875000 Penalty: 3035.973389
	Iteration 31Q: 3 clusters Score -1247769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1247768.500000 Penalty: 3035.973389
	Iteration 32Q: 3 clusters Score -1247768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1247772.250000 Penalty: 3035.973389
	Iteration 33Q: 3 clusters Score -1247772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1247774.000000 Penalty: 3035.973389
	Iteration 34Q: 3 clusters Score -1247774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1247775.375000 Penalty: 3035.973389
	Iteration 35Q: 3 clusters Score -1247775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1247776.375000 Penalty: 3035.973389
	Iteration 36Q: 3 clusters Score -1247776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1247777.875000 Penalty: 3035.973389
	Iteration 37Q: 3 clusters Score -1247778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1247777.875000 Penalty: 3035.973389
	Iteration 38F: 3 clusters Score -1247778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -259557.296875 Penalty: 1260.937256
	Iteration 0F: 2 clusters Score -259557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -257255.328125 Penalty: 2521.874512
	Iteration 0F: 3 clusters Score -257255.3 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -257773.125000 Penalty: 2521.874512
	Iteration 1F: 3 clusters Score -257773.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -257901.046875 Penalty: 2521.874512
	Iteration 2F: 3 clusters Score -257901 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -257968.281250 Penalty: 2521.874512
	Iteration 3Q: 3 clusters Score -257968.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -258023.062500 Penalty: 2521.874512
	Iteration 4Q: 3 clusters Score -258023.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -258053.234375 Penalty: 2521.874512
	Iteration 5Q: 3 clusters Score -258053.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -258077.968750 Penalty: 2521.874512
	Iteration 6Q: 3 clusters Score -258078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -258099.140625 Penalty: 2521.874512
	Iteration 7Q: 3 clusters Score -258099.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -258113.765625 Penalty: 2521.874512
	Iteration 8Q: 3 clusters Score -258113.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -258124.000000 Penalty: 2521.874512
	Iteration 9Q: 3 clusters Score -258124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -258131.968750 Penalty: 2521.874512
	Iteration 10Q: 3 clusters Score -258132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -258135.218750 Penalty: 2521.874512
	Iteration 11Q: 3 clusters Score -258135.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -258140.156250 Penalty: 2521.874512
	Iteration 12Q: 3 clusters Score -258140.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -258146.328125 Penalty: 2521.874512
	Iteration 13Q: 3 clusters Score -258146.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -258152.484375 Penalty: 2521.874512
	Iteration 14Q: 3 clusters Score -258152.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -258159.546875 Penalty: 2521.874512
	Iteration 15Q: 3 clusters Score -258159.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -258167.265625 Penalty: 2521.874512
	Iteration 16Q: 3 clusters Score -258167.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -258175.062500 Penalty: 2521.874512
	Iteration 17Q: 3 clusters Score -258175.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -258180.468750 Penalty: 2521.874512
	Iteration 18Q: 3 clusters Score -258180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -258185.484375 Penalty: 2521.874512
	Iteration 19Q: 3 clusters Score -258185.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -258189.218750 Penalty: 2521.874512
	Iteration 20F: 3 clusters Score -258189.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -258195.750000 Penalty: 2521.874512
	Iteration 21Q: 3 clusters Score -258195.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -258204.562500 Penalty: 2521.874512
	Iteration 22Q: 3 clusters Score -258204.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -258212.218750 Penalty: 2521.874512
	Iteration 23Q: 3 clusters Score -258212.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -258219.968750 Penalty: 2521.874512
	Iteration 24Q: 3 clusters Score -258220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -258224.562500 Penalty: 2521.874512
	Iteration 25Q: 3 clusters Score -258224.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -258227.265625 Penalty: 2521.874512
	Iteration 26Q: 3 clusters Score -258227.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -258228.687500 Penalty: 2521.874512
	Iteration 27Q: 3 clusters Score -258228.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -258230.468750 Penalty: 2521.874512
	Iteration 28Q: 3 clusters Score -258230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -258231.968750 Penalty: 2521.874512
	Iteration 29Q: 3 clusters Score -258232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -258234.812500 Penalty: 2521.874512
	Iteration 30Q: 3 clusters Score -258234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -258234.796875 Penalty: 2521.874512
	Iteration 31Q: 3 clusters Score -258234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -258234.796875 Penalty: 2521.874512
	Iteration 32F: 3 clusters Score -258234.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Entering Unmasked Estep 
Score: -564823.312500 Penalty: 1389.130981
	Iteration 0F: 2 clusters Score -564823.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -560771.500000 Penalty: 2778.261963
	Iteration 0F: 3 clusters Score -560771.5 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -562105.000000 Penalty: 2778.261963
	Iteration 1F: 3 clusters Score -562105 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -562470.187500 Penalty: 2778.261963
	Iteration 2F: 3 clusters Score -562470.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -562775.312500 Penalty: 2778.261963
	Iteration 3F: 3 clusters Score -562775.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -563029.187500 Penalty: 2778.261963
	Iteration 4F: 3 clusters Score -563029.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -563267.500000 Penalty: 2778.261963
	Iteration 5F: 3 clusters Score -563267.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -563512.250000 Penalty: 2778.261963
	Iteration 6F: 3 clusters Score -563512.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -563731.250000 Penalty: 2778.261963
	Iteration 7F: 3 clusters Score -563731.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -563900.562500 Penalty: 2778.261963
	Iteration 8Q: 3 clusters Score -563900.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -564017.187500 Penalty: 2778.261963
	Iteration 9Q: 3 clusters Score -564017.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -564094.812500 Penalty: 2778.261963
	Iteration 10Q: 3 clusters Score -564094.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -564158.625000 Penalty: 2778.261963
	Iteration 11Q: 3 clusters Score -564158.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -564211.437500 Penalty: 2778.261963
	Iteration 12Q: 3 clusters Score -564211.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -564255.750000 Penalty: 2778.261963
	Iteration 13Q: 3 clusters Score -564255.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -564287.562500 Penalty: 2778.261963
	Iteration 14Q: 3 clusters Score -564287.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -564304.375000 Penalty: 2778.261963
	Iteration 15Q: 3 clusters Score -564304.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -564314.812500 Penalty: 2778.261963
	Iteration 16Q: 3 clusters Score -564314.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -564323.437500 Penalty: 2778.261963
	Iteration 17Q: 3 clusters Score -564323.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -564327.625000 Penalty: 2778.261963
	Iteration 18Q: 3 clusters Score -564327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -564330.500000 Penalty: 2778.261963
	Iteration 19Q: 3 clusters Score -564330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -564331.750000 Penalty: 2778.261963
	Iteration 20F: 3 clusters Score -564331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -564333.375000 Penalty: 2778.261963
	Iteration 21Q: 3 clusters Score -564333.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -564334.875000 Penalty: 2778.261963
	Iteration 22Q: 3 clusters Score -564334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -564337.375000 Penalty: 2778.261963
	Iteration 23Q: 3 clusters Score -564337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -564338.062500 Penalty: 2778.261963
	Iteration 24Q: 3 clusters Score -564338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -564338.625000 Penalty: 2778.261963
	Iteration 25Q: 3 clusters Score -564338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -564339.375000 Penalty: 2778.261963
	Iteration 26Q: 3 clusters Score -564339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -564340.187500 Penalty: 2778.261963
	Iteration 27Q: 3 clusters Score -564340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -564340.187500 Penalty: 2778.261963
	Iteration 28F: 3 clusters Score -564340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86503 members 
Mstep: Class 2 contains 12101 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 102754 members 
Mstep: Class 6 contains 29994 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 85523 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 106465 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 42144 members 
Mstep: Class 15 contains 12787 members 
Mstep: Class 17 contains 98846 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 113387 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 11401 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86188632.000000 Penalty: 57207.613281
Iteration 79Q: 27 clusters Score -8.618863e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 12082 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 1940 members 
Mstep: Class 5 contains 102179 members 
Mstep: Class 6 contains 30160 members 
Mstep: Class 7 contains 3462 members 
Mstep: Class 8 contains 1282 members 
Mstep: Class 9 contains 86002 members 
Mstep: Class 10 contains 7323 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 106185 members 
Mstep: Class 13 contains 1659 members 
Mstep: Class 14 contains 41803 members 
Mstep: Class 15 contains 12810 members 
Mstep: Class 16 contains 14567 members 
Mstep: Class 17 contains 99609 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 113877 members 
Mstep: Class 22 contains 196 members 
Mstep: Class 23 contains 2429 members 
Mstep: Class 24 contains 11389 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86189240.000000 Penalty: 57207.613281
Iteration 80F: 27 clusters Score -8.618924e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 85726 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 12110 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 101557 members 
Mstep: Class 6 contains 30396 members 
Mstep: Class 7 contains 3395 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 86398 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 105856 members 
Mstep: Class 13 contains 1656 members 
Mstep: Class 14 contains 41465 members 
Mstep: Class 15 contains 12776 members 
Mstep: Class 16 contains 14666 members 
Mstep: Class 17 contains 100433 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 2800 members 
Mstep: Class 21 contains 113982 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 11375 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 5192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86189880.000000 Penalty: 57207.613281
Iteration 81Q: 27 clusters Score -8.618988e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 85336 members 
Mstep: Class 2 contains 12044 members 
Mstep: Class 3 contains 12125 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 100829 members 
Mstep: Class 6 contains 30615 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 1286 members 
Mstep: Class 9 contains 86771 members 
Mstep: Class 10 contains 7489 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 105522 members 
Mstep: Class 13 contains 1660 members 
Mstep: Class 14 contains 41140 members 
Mstep: Class 15 contains 12754 members 
Mstep: Class 16 contains 14711 members 
Mstep: Class 17 contains 101329 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 2883 members 
Mstep: Class 21 contains 114176 members 
Mstep: Class 22 contains 203 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 11351 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86190656.000000 Penalty: 57207.613281
Iteration 82Q: 27 clusters Score -8.619066e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 12036 members 
Mstep: Class 3 contains 12148 members 
Mstep: Class 4 contains 1922 members 
Mstep: Class 5 contains 100045 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 3283 members 
Mstep: Class 8 contains 1285 members 
Mstep: Class 9 contains 87090 members 
Mstep: Class 10 contains 7586 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 105189 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 40787 members 
Mstep: Class 15 contains 12747 members 
Mstep: Class 16 contains 14739 members 
Mstep: Class 17 contains 102374 members 
Mstep: Class 18 contains 428 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 2977 members 
Mstep: Class 21 contains 114389 members 
Mstep: Class 22 contains 204 members 
Mstep: Class 23 contains 2433 members 
Mstep: Class 24 contains 11333 members 
Mstep: Class 25 contains 2373 members 
Mstep: Class 26 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86190936.000000 Penalty: 57207.613281
Iteration 83Q: 27 clusters Score -8.619094e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 12152 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 99237 members 
Mstep: Class 6 contains 30936 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 87395 members 
Mstep: Class 10 contains 7672 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 104868 members 
Mstep: Class 13 contains 1661 members 
Mstep: Class 14 contains 40390 members 
Mstep: Class 15 contains 12745 members 
Mstep: Class 16 contains 14736 members 
Mstep: Class 17 contains 103594 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 114614 members 
Mstep: Class 22 contains 203 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 11323 members 
Mstep: Class 25 contains 2380 members 
Mstep: Class 26 contains 5115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86191960.000000 Penalty: 57207.613281
Iteration 84Q: 27 clusters Score -8.619196e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 11974 members 
Mstep: Class 3 contains 12152 members 
Mstep: Class 4 contains 1924 members 
Mstep: Class 5 contains 98348 members 
Mstep: Class 6 contains 31098 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 1275 members 
Mstep: Class 9 contains 87668 members 
Mstep: Class 10 contains 7791 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 104509 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 39979 members 
Mstep: Class 15 contains 12749 members 
Mstep: Class 16 contains 14749 members 
Mstep: Class 17 contains 104973 members 
Mstep: Class 18 contains 429 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 3090 members 
Mstep: Class 21 contains 114846 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 2445 members 
Mstep: Class 24 contains 11303 members 
Mstep: Class 25 contains 2386 members 
Mstep: Class 26 contains 5076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86192224.000000 Penalty: 57207.613281
Iteration 85Q: 27 clusters Score -8.619222e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 11963 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 97370 members 
Mstep: Class 6 contains 31211 members 
Mstep: Class 7 contains 3070 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 87930 members 
Mstep: Class 10 contains 7904 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 104135 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 39526 members 
Mstep: Class 15 contains 12745 members 
Mstep: Class 16 contains 14768 members 
Mstep: Class 17 contains 106552 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 3152 members 
Mstep: Class 21 contains 115080 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 2444 members 
Mstep: Class 24 contains 11278 members 
Mstep: Class 25 contains 2389 members 
Mstep: Class 26 contains 5034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86192936.000000 Penalty: 57207.613281
Iteration 86Q: 27 clusters Score -8.619294e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 12211 members 
Mstep: Class 4 contains 1924 members 
Mstep: Class 5 contains 96255 members 
Mstep: Class 6 contains 31294 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 88175 members 
Mstep: Class 10 contains 8031 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 103734 members 
Mstep: Class 13 contains 1673 members 
Mstep: Class 14 contains 39038 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 14788 members 
Mstep: Class 17 contains 108372 members 
Mstep: Class 18 contains 432 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 115335 members 
Mstep: Class 22 contains 202 members 
Mstep: Class 23 contains 2438 members 
Mstep: Class 24 contains 11260 members 
Mstep: Class 25 contains 2388 members 
Mstep: Class 26 contains 5019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86193640.000000 Penalty: 57207.613281
Iteration 87Q: 27 clusters Score -8.619364e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 11874 members 
Mstep: Class 3 contains 12233 members 
Mstep: Class 4 contains 1914 members 
Mstep: Class 5 contains 95048 members 
Mstep: Class 6 contains 31347 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 1277 members 
Mstep: Class 9 contains 88384 members 
Mstep: Class 10 contains 8191 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 103366 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 14 contains 38563 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 14799 members 
Mstep: Class 17 contains 110346 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 3226 members 
Mstep: Class 21 contains 115579 members 
Mstep: Class 22 contains 205 members 
Mstep: Class 23 contains 2438 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 2391 members 
Mstep: Class 26 contains 5027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86194432.000000 Penalty: 57207.613281
Iteration 88Q: 27 clusters Score -8.619443e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 11811 members 
Mstep: Class 3 contains 12253 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 93720 members 
Mstep: Class 6 contains 31388 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 1272 members 
Mstep: Class 9 contains 88598 members 
Mstep: Class 10 contains 8356 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 103045 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 38076 members 
Mstep: Class 15 contains 12739 members 
Mstep: Class 16 contains 14801 members 
Mstep: Class 17 contains 112498 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 3245 members 
Mstep: Class 21 contains 115827 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 11224 members 
Mstep: Class 25 contains 2398 members 
Mstep: Class 26 contains 5023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86194888.000000 Penalty: 57207.613281
Iteration 89Q: 27 clusters Score -8.619489e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 12274 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 92317 members 
Mstep: Class 6 contains 31404 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 8 contains 1271 members 
Mstep: Class 9 contains 88806 members 
Mstep: Class 10 contains 8518 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 102683 members 
Mstep: Class 13 contains 1689 members 
Mstep: Class 14 contains 37584 members 
Mstep: Class 15 contains 12735 members 
Mstep: Class 16 contains 14817 members 
Mstep: Class 17 contains 114910 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 3263 members 
Mstep: Class 21 contains 116000 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2446 members 
Mstep: Class 24 contains 11208 members 
Mstep: Class 25 contains 2401 members 
Mstep: Class 26 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195584.000000 Penalty: 57207.613281
Iteration 90Q: 27 clusters Score -8.619558e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 11718 members 
Mstep: Class 3 contains 12310 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 91000 members 
Mstep: Class 6 contains 31431 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 1264 members 
Mstep: Class 9 contains 89002 members 
Mstep: Class 10 contains 8688 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 102347 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 37090 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 14830 members 
Mstep: Class 17 contains 117292 members 
Mstep: Class 18 contains 436 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 3268 members 
Mstep: Class 21 contains 116120 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2462 members 
Mstep: Class 24 contains 11174 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196168.000000 Penalty: 57207.613281
Iteration 91Q: 27 clusters Score -8.619617e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 11691 members 
Mstep: Class 3 contains 12340 members 
Mstep: Class 4 contains 1873 members 
Mstep: Class 5 contains 89719 members 
Mstep: Class 6 contains 31463 members 
Mstep: Class 7 contains 2487 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 89191 members 
Mstep: Class 10 contains 8857 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 102005 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 36565 members 
Mstep: Class 15 contains 12737 members 
Mstep: Class 16 contains 14842 members 
Mstep: Class 17 contains 119729 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 3273 members 
Mstep: Class 21 contains 116256 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2475 members 
Mstep: Class 24 contains 11138 members 
Mstep: Class 25 contains 2423 members 
Mstep: Class 26 contains 5047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196728.000000 Penalty: 57207.613281
Iteration 92Q: 27 clusters Score -8.619673e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 11673 members 
Mstep: Class 3 contains 12385 members 
Mstep: Class 4 contains 1860 members 
Mstep: Class 5 contains 88548 members 
Mstep: Class 6 contains 31523 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 89343 members 
Mstep: Class 10 contains 9044 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 101735 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 14 contains 36045 members 
Mstep: Class 15 contains 12733 members 
Mstep: Class 16 contains 14850 members 
Mstep: Class 17 contains 121958 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 3277 members 
Mstep: Class 21 contains 116391 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 11084 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 5049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86197032.000000 Penalty: 57207.613281
Iteration 93Q: 27 clusters Score -8.619703e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 1858 members 
Mstep: Class 5 contains 87459 members 
Mstep: Class 6 contains 31541 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 1260 members 
Mstep: Class 9 contains 89473 members 
Mstep: Class 10 contains 9242 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 101614 members 
Mstep: Class 13 contains 1714 members 
Mstep: Class 14 contains 35512 members 
Mstep: Class 15 contains 12728 members 
Mstep: Class 16 contains 14856 members 
Mstep: Class 17 contains 123986 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 3277 members 
Mstep: Class 21 contains 116548 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 11033 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 5047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86197080.000000 Penalty: 57207.613281
Iteration 94Q: 27 clusters Score -8.619708e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 78194 members 
Mstep: Class 2 contains 11719 members 
Mstep: Class 3 contains 12490 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 86545 members 
Mstep: Class 6 contains 31586 members 
Mstep: Class 7 contains 2114 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 89592 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 101451 members 
Mstep: Class 13 contains 1719 members 
Mstep: Class 14 contains 34926 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 14860 members 
Mstep: Class 17 contains 125790 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 3278 members 
Mstep: Class 21 contains 116697 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 10977 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 5044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196776.000000 Penalty: 57207.613281
Iteration 95Q: 27 clusters Score -8.619678e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 3 contains 12558 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 85780 members 
Mstep: Class 6 contains 31639 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 1258 members 
Mstep: Class 9 contains 89692 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 101263 members 
Mstep: Class 13 contains 1727 members 
Mstep: Class 14 contains 34352 members 
Mstep: Class 15 contains 12719 members 
Mstep: Class 16 contains 14866 members 
Mstep: Class 17 contains 127357 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 116896 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 10905 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 5043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196808.000000 Penalty: 57207.613281
Iteration 96Q: 27 clusters Score -8.619681e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 11793 members 
Mstep: Class 3 contains 12654 members 
Mstep: Class 4 contains 1859 members 
Mstep: Class 5 contains 85199 members 
Mstep: Class 6 contains 31727 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 1253 members 
Mstep: Class 9 contains 89754 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 101059 members 
Mstep: Class 13 contains 1734 members 
Mstep: Class 14 contains 33793 members 
Mstep: Class 15 contains 12716 members 
Mstep: Class 16 contains 14872 members 
Mstep: Class 17 contains 128713 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 1020 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 117088 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 5045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196296.000000 Penalty: 57207.613281
Iteration 97Q: 27 clusters Score -8.61963e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 11834 members 
Mstep: Class 3 contains 12744 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 84748 members 
Mstep: Class 6 contains 31811 members 
Mstep: Class 7 contains 1875 members 
Mstep: Class 8 contains 1248 members 
Mstep: Class 9 contains 89822 members 
Mstep: Class 10 contains 10101 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 100873 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 33234 members 
Mstep: Class 15 contains 12709 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 129927 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 1018 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 117324 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2506 members 
Mstep: Class 24 contains 10730 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196416.000000 Penalty: 57207.613281
Iteration 98Q: 27 clusters Score -8.619642e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 75963 members 
Mstep: Class 2 contains 11866 members 
Mstep: Class 3 contains 12840 members 
Mstep: Class 4 contains 1864 members 
Mstep: Class 5 contains 84442 members 
Mstep: Class 6 contains 31913 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 8 contains 1246 members 
Mstep: Class 9 contains 89881 members 
Mstep: Class 10 contains 10274 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 100744 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 32700 members 
Mstep: Class 15 contains 12704 members 
Mstep: Class 16 contains 14878 members 
Mstep: Class 17 contains 130883 members 
Mstep: Class 18 contains 434 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 117566 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2504 members 
Mstep: Class 24 contains 10621 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196440.000000 Penalty: 57207.613281
Iteration 99Q: 27 clusters Score -8.619644e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 75446 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 84192 members 
Mstep: Class 6 contains 32025 members 
Mstep: Class 7 contains 1725 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 9 contains 89931 members 
Mstep: Class 10 contains 10452 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 100616 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 14 contains 32222 members 
Mstep: Class 15 contains 12698 members 
Mstep: Class 16 contains 14883 members 
Mstep: Class 17 contains 131653 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3295 members 
Mstep: Class 21 contains 117811 members 
Mstep: Class 22 contains 207 members 
Mstep: Class 23 contains 2508 members 
Mstep: Class 24 contains 10496 members 
Mstep: Class 25 contains 2515 members 
Mstep: Class 26 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196176.000000 Penalty: 57207.613281
Iteration 100F: 27 clusters Score -8.619618e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 11970 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 83860 members 
Mstep: Class 6 contains 32190 members 
Mstep: Class 7 contains 1673 members 
Mstep: Class 8 contains 1248 members 
Mstep: Class 9 contains 89961 members 
Mstep: Class 10 contains 10675 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 100472 members 
Mstep: Class 13 contains 1754 members 
Mstep: Class 14 contains 31694 members 
Mstep: Class 15 contains 12687 members 
Mstep: Class 16 contains 14894 members 
Mstep: Class 17 contains 132432 members 
Mstep: Class 18 contains 438 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 3301 members 
Mstep: Class 21 contains 118061 members 
Mstep: Class 22 contains 208 members 
Mstep: Class 23 contains 2513 members 
Mstep: Class 24 contains 10373 members 
Mstep: Class 25 contains 2523 members 
Mstep: Class 26 contains 5013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196200.000000 Penalty: 57207.613281
Iteration 101Q: 27 clusters Score -8.61962e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 12038 members 
Mstep: Class 3 contains 13243 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 83508 members 
Mstep: Class 6 contains 32321 members 
Mstep: Class 7 contains 1627 members 
Mstep: Class 8 contains 1252 members 
Mstep: Class 9 contains 89983 members 
Mstep: Class 10 contains 10892 members 
Mstep: Class 11 contains 445 members 
Mstep: Class 12 contains 100382 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 31200 members 
Mstep: Class 15 contains 12682 members 
Mstep: Class 16 contains 14890 members 
Mstep: Class 17 contains 133134 members 
Mstep: Class 18 contains 442 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 118332 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 10268 members 
Mstep: Class 25 contains 2526 members 
Mstep: Class 26 contains 5017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195912.000000 Penalty: 57207.613281
Iteration 102Q: 27 clusters Score -8.619591e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 12116 members 
Mstep: Class 3 contains 13400 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 83270 members 
Mstep: Class 6 contains 32433 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 1257 members 
Mstep: Class 9 contains 89987 members 
Mstep: Class 10 contains 11117 members 
Mstep: Class 11 contains 445 members 
Mstep: Class 12 contains 100296 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 30750 members 
Mstep: Class 15 contains 12679 members 
Mstep: Class 16 contains 14882 members 
Mstep: Class 17 contains 133646 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 3324 members 
Mstep: Class 21 contains 118614 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 10175 members 
Mstep: Class 25 contains 2531 members 
Mstep: Class 26 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195648.000000 Penalty: 57207.613281
Iteration 103Q: 27 clusters Score -8.619565e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 12206 members 
Mstep: Class 3 contains 13564 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 83006 members 
Mstep: Class 6 contains 32629 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 8 contains 1262 members 
Mstep: Class 9 contains 90011 members 
Mstep: Class 10 contains 11319 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 100208 members 
Mstep: Class 13 contains 1763 members 
Mstep: Class 14 contains 30330 members 
Mstep: Class 15 contains 12676 members 
Mstep: Class 16 contains 14876 members 
Mstep: Class 17 contains 134036 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 1021 members 
Mstep: Class 20 contains 3330 members 
Mstep: Class 21 contains 118857 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 2525 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 2536 members 
Mstep: Class 26 contains 5006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195264.000000 Penalty: 57207.613281
Iteration 104Q: 27 clusters Score -8.619526e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 12281 members 
Mstep: Class 3 contains 13743 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 5 contains 82713 members 
Mstep: Class 6 contains 32871 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 1273 members 
Mstep: Class 9 contains 90044 members 
Mstep: Class 10 contains 11506 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 100187 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 29971 members 
Mstep: Class 15 contains 12677 members 
Mstep: Class 16 contains 14874 members 
Mstep: Class 17 contains 134278 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 119067 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 9967 members 
Mstep: Class 25 contains 2542 members 
Mstep: Class 26 contains 4997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195136.000000 Penalty: 57207.613281
Iteration 105Q: 27 clusters Score -8.619514e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 12355 members 
Mstep: Class 3 contains 13931 members 
Mstep: Class 4 contains 1852 members 
Mstep: Class 5 contains 82457 members 
Mstep: Class 6 contains 33126 members 
Mstep: Class 7 contains 1548 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 9 contains 90056 members 
Mstep: Class 10 contains 11697 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 100198 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 29648 members 
Mstep: Class 15 contains 12675 members 
Mstep: Class 16 contains 14876 members 
Mstep: Class 17 contains 134393 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 3341 members 
Mstep: Class 21 contains 119222 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 9879 members 
Mstep: Class 25 contains 2550 members 
Mstep: Class 26 contains 4994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86194984.000000 Penalty: 57207.613281
Iteration 106Q: 27 clusters Score -8.619498e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 12437 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 1858 members 
Mstep: Class 5 contains 82194 members 
Mstep: Class 6 contains 33400 members 
Mstep: Class 7 contains 1525 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 90077 members 
Mstep: Class 10 contains 11878 members 
Mstep: Class 11 contains 445 members 
Mstep: Class 12 contains 100094 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 29347 members 
Mstep: Class 15 contains 12673 members 
Mstep: Class 16 contains 14872 members 
Mstep: Class 17 contains 134568 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 21 contains 119338 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 2527 members 
Mstep: Class 24 contains 9801 members 
Mstep: Class 25 contains 2548 members 
Mstep: Class 26 contains 4988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195024.000000 Penalty: 57207.613281
Iteration 107Q: 27 clusters Score -8.619502e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 12499 members 
Mstep: Class 3 contains 14257 members 
Mstep: Class 4 contains 1861 members 
Mstep: Class 5 contains 81956 members 
Mstep: Class 6 contains 33680 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 90083 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 99940 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 29068 members 
Mstep: Class 15 contains 12673 members 
Mstep: Class 16 contains 14860 members 
Mstep: Class 17 contains 134788 members 
Mstep: Class 18 contains 443 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 119490 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 9719 members 
Mstep: Class 25 contains 2551 members 
Mstep: Class 26 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195336.000000 Penalty: 57207.613281
Iteration 108Q: 27 clusters Score -8.619534e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 12569 members 
Mstep: Class 3 contains 14400 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 81787 members 
Mstep: Class 6 contains 33968 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 90102 members 
Mstep: Class 10 contains 12192 members 
Mstep: Class 11 contains 445 members 
Mstep: Class 12 contains 99777 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 28813 members 
Mstep: Class 15 contains 12673 members 
Mstep: Class 16 contains 14841 members 
Mstep: Class 17 contains 134970 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 119620 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 2511 members 
Mstep: Class 24 contains 9621 members 
Mstep: Class 25 contains 2550 members 
Mstep: Class 26 contains 4991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195088.000000 Penalty: 57207.613281
Iteration 109Q: 27 clusters Score -8.619509e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 12631 members 
Mstep: Class 3 contains 14523 members 
Mstep: Class 4 contains 1852 members 
Mstep: Class 5 contains 81584 members 
Mstep: Class 6 contains 34273 members 
Mstep: Class 7 contains 1532 members 
Mstep: Class 8 contains 1318 members 
Mstep: Class 9 contains 90106 members 
Mstep: Class 10 contains 12309 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 99623 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 28570 members 
Mstep: Class 15 contains 12669 members 
Mstep: Class 16 contains 14830 members 
Mstep: Class 17 contains 135134 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 119717 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 2511 members 
Mstep: Class 24 contains 9525 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 4993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195296.000000 Penalty: 57207.613281
Iteration 110Q: 27 clusters Score -8.61953e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 12679 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 81447 members 
Mstep: Class 6 contains 34601 members 
Mstep: Class 7 contains 1555 members 
Mstep: Class 8 contains 1329 members 
Mstep: Class 9 contains 90102 members 
Mstep: Class 10 contains 12417 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 12 contains 99417 members 
Mstep: Class 13 contains 1774 members 
Mstep: Class 14 contains 28402 members 
Mstep: Class 15 contains 12669 members 
Mstep: Class 16 contains 14829 members 
Mstep: Class 17 contains 135196 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 3359 members 
Mstep: Class 21 contains 119818 members 
Mstep: Class 22 contains 209 members 
Mstep: Class 23 contains 2513 members 
Mstep: Class 24 contains 9414 members 
Mstep: Class 25 contains 2556 members 
Mstep: Class 26 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195304.000000 Penalty: 57207.613281
Iteration 111Q: 27 clusters Score -8.61953e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 12724 members 
Mstep: Class 3 contains 14679 members 
Mstep: Class 4 contains 1841 members 
Mstep: Class 5 contains 81334 members 
Mstep: Class 6 contains 34916 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 9 contains 90098 members 
Mstep: Class 10 contains 12525 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 99213 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 28228 members 
Mstep: Class 15 contains 12672 members 
Mstep: Class 16 contains 14818 members 
Mstep: Class 17 contains 135258 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 3359 members 
Mstep: Class 21 contains 119916 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 9333 members 
Mstep: Class 25 contains 2556 members 
Mstep: Class 26 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195352.000000 Penalty: 57207.613281
Iteration 112Q: 27 clusters Score -8.619535e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 12770 members 
Mstep: Class 3 contains 14753 members 
Mstep: Class 4 contains 1841 members 
Mstep: Class 5 contains 81221 members 
Mstep: Class 6 contains 35209 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 90122 members 
Mstep: Class 10 contains 12644 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 98995 members 
Mstep: Class 13 contains 1778 members 
Mstep: Class 14 contains 28086 members 
Mstep: Class 15 contains 12673 members 
Mstep: Class 16 contains 14803 members 
Mstep: Class 17 contains 135284 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 3359 members 
Mstep: Class 21 contains 119999 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 9249 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195256.000000 Penalty: 57207.613281
Iteration 113Q: 27 clusters Score -8.619526e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 12818 members 
Mstep: Class 3 contains 14826 members 
Mstep: Class 4 contains 1843 members 
Mstep: Class 5 contains 81121 members 
Mstep: Class 6 contains 35472 members 
Mstep: Class 7 contains 1580 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 90122 members 
Mstep: Class 10 contains 12730 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 98817 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 27949 members 
Mstep: Class 15 contains 12677 members 
Mstep: Class 16 contains 14794 members 
Mstep: Class 17 contains 135369 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 120084 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 9158 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 5007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195224.000000 Penalty: 57207.613281
Iteration 114Q: 27 clusters Score -8.619522e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 12855 members 
Mstep: Class 3 contains 14874 members 
Mstep: Class 4 contains 1843 members 
Mstep: Class 5 contains 81020 members 
Mstep: Class 6 contains 35777 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 90110 members 
Mstep: Class 10 contains 12807 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 98598 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 27840 members 
Mstep: Class 15 contains 12679 members 
Mstep: Class 16 contains 14794 members 
Mstep: Class 17 contains 135443 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 120170 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 2540 members 
Mstep: Class 24 contains 9083 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 5004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195328.000000 Penalty: 57207.613281
Iteration 115Q: 27 clusters Score -8.619533e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 12888 members 
Mstep: Class 3 contains 14927 members 
Mstep: Class 4 contains 1843 members 
Mstep: Class 5 contains 80902 members 
Mstep: Class 6 contains 36068 members 
Mstep: Class 7 contains 1585 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 90080 members 
Mstep: Class 10 contains 12895 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 98384 members 
Mstep: Class 13 contains 1786 members 
Mstep: Class 14 contains 27744 members 
Mstep: Class 15 contains 12680 members 
Mstep: Class 16 contains 14779 members 
Mstep: Class 17 contains 135530 members 
Mstep: Class 18 contains 445 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 120266 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 2542 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 5001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195512.000000 Penalty: 57207.613281
Iteration 116Q: 27 clusters Score -8.619551e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 14978 members 
Mstep: Class 4 contains 1844 members 
Mstep: Class 5 contains 80809 members 
Mstep: Class 6 contains 36373 members 
Mstep: Class 7 contains 1600 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 90036 members 
Mstep: Class 10 contains 12976 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 98207 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 27656 members 
Mstep: Class 15 contains 12679 members 
Mstep: Class 16 contains 14776 members 
Mstep: Class 17 contains 135591 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 1034 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 120335 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8944 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 4994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195616.000000 Penalty: 57207.613281
Iteration 117Q: 27 clusters Score -8.619562e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 12922 members 
Mstep: Class 3 contains 15025 members 
Mstep: Class 4 contains 1847 members 
Mstep: Class 5 contains 80696 members 
Mstep: Class 6 contains 36661 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 89979 members 
Mstep: Class 10 contains 13059 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 98043 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 27592 members 
Mstep: Class 15 contains 12676 members 
Mstep: Class 16 contains 14776 members 
Mstep: Class 17 contains 135633 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 1036 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 120399 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8870 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195744.000000 Penalty: 57207.613281
Iteration 118Q: 27 clusters Score -8.619574e+07 nChanged 1905
Entering ConstructFrom: 
Score: -86195744.000000 Penalty: 57207.613281
Entering ConstructFrom: 
Trying to split cluster 1 (70730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70730 members 
Entering Unmasked Estep 
Score: -8229324.500000 Penalty: 1814.576538
	Iteration 0F: 2 clusters Score -8229324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -8182118.500000 Penalty: 3629.153076
	Iteration 0F: 3 clusters Score -8182118 nChanged 33698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -8202136.000000 Penalty: 3629.153076
	Iteration 1F: 3 clusters Score -8202136 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -8203544.500000 Penalty: 3629.153076
	Iteration 2Q: 3 clusters Score -8203544 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -8205569.000000 Penalty: 3629.153076
	Iteration 3F: 3 clusters Score -8205569 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8208841.000000 Penalty: 3629.153076
	Iteration 4F: 3 clusters Score -8208841 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -8213497.500000 Penalty: 3629.153076
	Iteration 5F: 3 clusters Score -8213498 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -8218451.500000 Penalty: 3629.153076
	Iteration 6F: 3 clusters Score -8218452 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -8222411.500000 Penalty: 3629.153076
	Iteration 7F: 3 clusters Score -8222412 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -8224691.500000 Penalty: 3629.153076
	Iteration 8Q: 3 clusters Score -8224692 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -8225813.500000 Penalty: 3629.153076
	Iteration 9Q: 3 clusters Score -8225814 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -8226478.000000 Penalty: 3629.153076
	Iteration 10Q: 3 clusters Score -8226478 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -8226906.500000 Penalty: 3629.153076
	Iteration 11Q: 3 clusters Score -8226906 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -8227136.000000 Penalty: 3629.153076
	Iteration 12Q: 3 clusters Score -8227136 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -8227326.500000 Penalty: 3629.153076
	Iteration 13Q: 3 clusters Score -8227326 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -8227450.500000 Penalty: 3629.153076
	Iteration 14Q: 3 clusters Score -8227450 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -8227567.500000 Penalty: 3629.153076
	Iteration 15Q: 3 clusters Score -8227568 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -8227657.500000 Penalty: 3629.153076
	Iteration 16Q: 3 clusters Score -8227658 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -8227726.000000 Penalty: 3629.153076
	Iteration 17Q: 3 clusters Score -8227726 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -8227769.500000 Penalty: 3629.153076
	Iteration 18Q: 3 clusters Score -8227770 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8227837.000000 Penalty: 3629.153076
	Iteration 19Q: 3 clusters Score -8227837 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -8227892.000000 Penalty: 3629.153076
	Iteration 20F: 3 clusters Score -8227892 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -8227908.500000 Penalty: 3629.153076
	Iteration 21Q: 3 clusters Score -8227908 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8227948.000000 Penalty: 3629.153076
	Iteration 22Q: 3 clusters Score -8227948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -8227997.500000 Penalty: 3629.153076
	Iteration 23Q: 3 clusters Score -8227998 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -8228003.000000 Penalty: 3629.153076
	Iteration 24Q: 3 clusters Score -8228003 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8228016.500000 Penalty: 3629.153076
	Iteration 25Q: 3 clusters Score -8228016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -8228026.000000 Penalty: 3629.153076
	Iteration 26Q: 3 clusters Score -8228026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67801 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -8228051.000000 Penalty: 3629.153076
	Iteration 27Q: 3 clusters Score -8228051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67870 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -8228075.000000 Penalty: 3629.153076
	Iteration 28Q: 3 clusters Score -8228075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -8228069.500000 Penalty: 3629.153076
	Iteration 29Q: 3 clusters Score -8228070 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -8228088.000000 Penalty: 3629.153076
	Iteration 30Q: 3 clusters Score -8228088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8228112.000000 Penalty: 3629.153076
	Iteration 31Q: 3 clusters Score -8228112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8228131.500000 Penalty: 3629.153076
	Iteration 32Q: 3 clusters Score -8228132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8228153.500000 Penalty: 3629.153076
	Iteration 33Q: 3 clusters Score -8228154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8228164.000000 Penalty: 3629.153076
	Iteration 34Q: 3 clusters Score -8228164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8228177.500000 Penalty: 3629.153076
	Iteration 35Q: 3 clusters Score -8228178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8228187.500000 Penalty: 3629.153076
	Iteration 36Q: 3 clusters Score -8228188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8228201.500000 Penalty: 3629.153076
	Iteration 37Q: 3 clusters Score -8228202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8228203.500000 Penalty: 3629.153076
	Iteration 38Q: 3 clusters Score -8228204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8228201.500000 Penalty: 3629.153076
	Iteration 39Q: 3 clusters Score -8228202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8228216.500000 Penalty: 3629.153076
	Iteration 40F: 3 clusters Score -8228216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8228216.000000 Penalty: 3629.153076
	Iteration 41Q: 3 clusters Score -8228216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8228202.500000 Penalty: 3629.153076
	Iteration 42Q: 3 clusters Score -8228202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8228204.500000 Penalty: 3629.153076
	Iteration 43Q: 3 clusters Score -8228204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68514 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8228196.500000 Penalty: 3629.153076
	Iteration 44Q: 3 clusters Score -8228196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8228195.500000 Penalty: 3629.153076
	Iteration 45Q: 3 clusters Score -8228196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68537 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8228212.500000 Penalty: 3629.153076
	Iteration 46Q: 3 clusters Score -8228212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8228224.500000 Penalty: 3629.153076
	Iteration 47Q: 3 clusters Score -8228224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8228210.500000 Penalty: 3629.153076
	Iteration 48Q: 3 clusters Score -8228210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8228211.500000 Penalty: 3629.153076
	Iteration 49Q: 3 clusters Score -8228212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8228209.500000 Penalty: 3629.153076
	Iteration 50Q: 3 clusters Score -8228210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8228209.000000 Penalty: 3629.153076
	Iteration 51Q: 3 clusters Score -8228209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8228206.500000 Penalty: 3629.153076
	Iteration 52Q: 3 clusters Score -8228206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8228207.000000 Penalty: 3629.153076
	Iteration 53Q: 3 clusters Score -8228207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8228200.000000 Penalty: 3629.153076
	Iteration 54Q: 3 clusters Score -8228200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8228204.000000 Penalty: 3629.153076
	Iteration 55Q: 3 clusters Score -8228204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8228204.500000 Penalty: 3629.153076
	Iteration 56Q: 3 clusters Score -8228204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8228206.500000 Penalty: 3629.153076
	Iteration 57Q: 3 clusters Score -8228206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8228206.500000 Penalty: 3629.153076
	Iteration 58Q: 3 clusters Score -8228206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8228209.500000 Penalty: 3629.153076
	Iteration 59Q: 3 clusters Score -8228210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8228206.000000 Penalty: 3629.153076
	Iteration 60F: 3 clusters Score -8228206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8228210.000000 Penalty: 3629.153076
	Iteration 61Q: 3 clusters Score -8228210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8228215.000000 Penalty: 3629.153076
	Iteration 62Q: 3 clusters Score -8228215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8228209.000000 Penalty: 3629.153076
	Iteration 63Q: 3 clusters Score -8228209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8228208.500000 Penalty: 3629.153076
	Iteration 64Q: 3 clusters Score -8228208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8228202.000000 Penalty: 3629.153076
	Iteration 65Q: 3 clusters Score -8228202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8228202.500000 Penalty: 3629.153076
	Iteration 66Q: 3 clusters Score -8228202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8228199.000000 Penalty: 3629.153076
	Iteration 67Q: 3 clusters Score -8228199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8228199.000000 Penalty: 3629.153076
	Iteration 68F: 3 clusters Score -8228199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Entering Unmasked Estep 
Score: -1513396.000000 Penalty: 1538.725952
	Iteration 0F: 2 clusters Score -1513396 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 6474 members 
Entering Unmasked Estep 
Score: -1504357.875000 Penalty: 3077.451904
	Iteration 0F: 3 clusters Score -1504358 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1507349.250000 Penalty: 3077.451904
	Iteration 1F: 3 clusters Score -1507349 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1507606.000000 Penalty: 3077.451904
	Iteration 2F: 3 clusters Score -1507606 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1507800.500000 Penalty: 3077.451904
	Iteration 3Q: 3 clusters Score -1507800 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1507988.875000 Penalty: 3077.451904
	Iteration 4Q: 3 clusters Score -1507989 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1508186.000000 Penalty: 3077.451904
	Iteration 5Q: 3 clusters Score -1508186 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1508392.125000 Penalty: 3077.451904
	Iteration 6Q: 3 clusters Score -1508392 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1508621.625000 Penalty: 3077.451904
	Iteration 7Q: 3 clusters Score -1508622 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1508896.625000 Penalty: 3077.451904
	Iteration 8Q: 3 clusters Score -1508897 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1509247.375000 Penalty: 3077.451904
	Iteration 9Q: 3 clusters Score -1509247 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1509681.750000 Penalty: 3077.451904
	Iteration 10Q: 3 clusters Score -1509682 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1510160.875000 Penalty: 3077.451904
	Iteration 11Q: 3 clusters Score -1510161 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1510598.125000 Penalty: 3077.451904
	Iteration 12Q: 3 clusters Score -1510598 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1510913.000000 Penalty: 3077.451904
	Iteration 13Q: 3 clusters Score -1510913 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1511115.625000 Penalty: 3077.451904
	Iteration 14Q: 3 clusters Score -1511116 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1511249.375000 Penalty: 3077.451904
	Iteration 15Q: 3 clusters Score -1511249 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1511361.875000 Penalty: 3077.451904
	Iteration 16Q: 3 clusters Score -1511362 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1511437.750000 Penalty: 3077.451904
	Iteration 17Q: 3 clusters Score -1511438 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1511499.250000 Penalty: 3077.451904
	Iteration 18Q: 3 clusters Score -1511499 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1511553.250000 Penalty: 3077.451904
	Iteration 19Q: 3 clusters Score -1511553 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1511599.625000 Penalty: 3077.451904
	Iteration 20F: 3 clusters Score -1511600 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1511628.500000 Penalty: 3077.451904
	Iteration 21Q: 3 clusters Score -1511628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1511646.125000 Penalty: 3077.451904
	Iteration 22Q: 3 clusters Score -1511646 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1511669.125000 Penalty: 3077.451904
	Iteration 23Q: 3 clusters Score -1511669 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1511680.500000 Penalty: 3077.451904
	Iteration 24Q: 3 clusters Score -1511680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1511695.250000 Penalty: 3077.451904
	Iteration 25Q: 3 clusters Score -1511695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1511710.625000 Penalty: 3077.451904
	Iteration 26Q: 3 clusters Score -1511711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1511722.125000 Penalty: 3077.451904
	Iteration 27Q: 3 clusters Score -1511722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1511733.875000 Penalty: 3077.451904
	Iteration 28Q: 3 clusters Score -1511734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1511746.000000 Penalty: 3077.451904
	Iteration 29Q: 3 clusters Score -1511746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1511754.750000 Penalty: 3077.451904
	Iteration 30Q: 3 clusters Score -1511755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1511765.625000 Penalty: 3077.451904
	Iteration 31Q: 3 clusters Score -1511766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1511765.500000 Penalty: 3077.451904
	Iteration 32Q: 3 clusters Score -1511766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1511774.875000 Penalty: 3077.451904
	Iteration 33Q: 3 clusters Score -1511775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1511782.125000 Penalty: 3077.451904
	Iteration 34Q: 3 clusters Score -1511782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1511788.500000 Penalty: 3077.451904
	Iteration 35Q: 3 clusters Score -1511788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1511792.625000 Penalty: 3077.451904
	Iteration 36Q: 3 clusters Score -1511793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1511797.750000 Penalty: 3077.451904
	Iteration 37Q: 3 clusters Score -1511798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1511804.500000 Penalty: 3077.451904
	Iteration 38Q: 3 clusters Score -1511804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1511800.875000 Penalty: 3077.451904
	Iteration 39Q: 3 clusters Score -1511801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1511803.875000 Penalty: 3077.451904
	Iteration 40F: 3 clusters Score -1511804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1511809.500000 Penalty: 3077.451904
	Iteration 41Q: 3 clusters Score -1511810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1511810.125000 Penalty: 3077.451904
	Iteration 42Q: 3 clusters Score -1511810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1511816.250000 Penalty: 3077.451904
	Iteration 43Q: 3 clusters Score -1511816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1511819.000000 Penalty: 3077.451904
	Iteration 44Q: 3 clusters Score -1511819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1511821.375000 Penalty: 3077.451904
	Iteration 45Q: 3 clusters Score -1511821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1511826.000000 Penalty: 3077.451904
	Iteration 46Q: 3 clusters Score -1511826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1511833.125000 Penalty: 3077.451904
	Iteration 47Q: 3 clusters Score -1511833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1511835.750000 Penalty: 3077.451904
	Iteration 48Q: 3 clusters Score -1511836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1511841.875000 Penalty: 3077.451904
	Iteration 49Q: 3 clusters Score -1511842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1511849.125000 Penalty: 3077.451904
	Iteration 50Q: 3 clusters Score -1511849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1511856.250000 Penalty: 3077.451904
	Iteration 51Q: 3 clusters Score -1511856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1511860.125000 Penalty: 3077.451904
	Iteration 52Q: 3 clusters Score -1511860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1511864.000000 Penalty: 3077.451904
	Iteration 53Q: 3 clusters Score -1511864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1511866.625000 Penalty: 3077.451904
	Iteration 54Q: 3 clusters Score -1511867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1511871.875000 Penalty: 3077.451904
	Iteration 55Q: 3 clusters Score -1511872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1511877.750000 Penalty: 3077.451904
	Iteration 56Q: 3 clusters Score -1511878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1511882.500000 Penalty: 3077.451904
	Iteration 57Q: 3 clusters Score -1511882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1511888.750000 Penalty: 3077.451904
	Iteration 58Q: 3 clusters Score -1511889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1511891.500000 Penalty: 3077.451904
	Iteration 59Q: 3 clusters Score -1511892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1511901.875000 Penalty: 3077.451904
	Iteration 60F: 3 clusters Score -1511902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1511900.750000 Penalty: 3077.451904
	Iteration 61Q: 3 clusters Score -1511901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1511900.750000 Penalty: 3077.451904
	Iteration 62Q: 3 clusters Score -1511901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1511900.875000 Penalty: 3077.451904
	Iteration 63Q: 3 clusters Score -1511901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1511907.750000 Penalty: 3077.451904
	Iteration 64Q: 3 clusters Score -1511908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1511911.375000 Penalty: 3077.451904
	Iteration 65Q: 3 clusters Score -1511911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1511914.250000 Penalty: 3077.451904
	Iteration 66Q: 3 clusters Score -1511914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1511916.625000 Penalty: 3077.451904
	Iteration 67Q: 3 clusters Score -1511917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1511920.625000 Penalty: 3077.451904
	Iteration 68Q: 3 clusters Score -1511921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1511927.750000 Penalty: 3077.451904
	Iteration 69Q: 3 clusters Score -1511928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1511928.625000 Penalty: 3077.451904
	Iteration 70Q: 3 clusters Score -1511929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1511932.125000 Penalty: 3077.451904
	Iteration 71Q: 3 clusters Score -1511932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1511938.250000 Penalty: 3077.451904
	Iteration 72Q: 3 clusters Score -1511938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1511941.875000 Penalty: 3077.451904
	Iteration 73Q: 3 clusters Score -1511942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1511949.500000 Penalty: 3077.451904
	Iteration 74Q: 3 clusters Score -1511950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1511957.625000 Penalty: 3077.451904
	Iteration 75Q: 3 clusters Score -1511958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1511958.375000 Penalty: 3077.451904
	Iteration 76Q: 3 clusters Score -1511958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1511959.125000 Penalty: 3077.451904
	Iteration 77Q: 3 clusters Score -1511959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1511965.375000 Penalty: 3077.451904
	Iteration 78Q: 3 clusters Score -1511965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1511968.375000 Penalty: 3077.451904
	Iteration 79Q: 3 clusters Score -1511968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1511972.875000 Penalty: 3077.451904
	Iteration 80F: 3 clusters Score -1511973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1511978.250000 Penalty: 3077.451904
	Iteration 81Q: 3 clusters Score -1511978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1511979.750000 Penalty: 3077.451904
	Iteration 82Q: 3 clusters Score -1511980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1511981.000000 Penalty: 3077.451904
	Iteration 83Q: 3 clusters Score -1511981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1511985.875000 Penalty: 3077.451904
	Iteration 84Q: 3 clusters Score -1511986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1511989.250000 Penalty: 3077.451904
	Iteration 85Q: 3 clusters Score -1511989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1511992.125000 Penalty: 3077.451904
	Iteration 86Q: 3 clusters Score -1511992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1511992.500000 Penalty: 3077.451904
	Iteration 87Q: 3 clusters Score -1511992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1511994.000000 Penalty: 3077.451904
	Iteration 88Q: 3 clusters Score -1511994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1511994.500000 Penalty: 3077.451904
	Iteration 89Q: 3 clusters Score -1511994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1511995.625000 Penalty: 3077.451904
	Iteration 90Q: 3 clusters Score -1511996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1511995.000000 Penalty: 3077.451904
	Iteration 91Q: 3 clusters Score -1511995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1511994.875000 Penalty: 3077.451904
	Iteration 92Q: 3 clusters Score -1511995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1511993.500000 Penalty: 3077.451904
	Iteration 93Q: 3 clusters Score -1511994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1511999.500000 Penalty: 3077.451904
	Iteration 94Q: 3 clusters Score -1512000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1512000.125000 Penalty: 3077.451904
	Iteration 95Q: 3 clusters Score -1512000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1511999.125000 Penalty: 3077.451904
	Iteration 96Q: 3 clusters Score -1511999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1511999.625000 Penalty: 3077.451904
	Iteration 97Q: 3 clusters Score -1512000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1512002.875000 Penalty: 3077.451904
	Iteration 98Q: 3 clusters Score -1512003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1512005.000000 Penalty: 3077.451904
	Iteration 99Q: 3 clusters Score -1512005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1512006.125000 Penalty: 3077.451904
	Iteration 100F: 3 clusters Score -1512006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1512005.250000 Penalty: 3077.451904
	Iteration 101Q: 3 clusters Score -1512005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1512005.250000 Penalty: 3077.451904
	Iteration 102Q: 3 clusters Score -1512005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1512006.250000 Penalty: 3077.451904
	Iteration 103Q: 3 clusters Score -1512006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1512009.750000 Penalty: 3077.451904
	Iteration 104Q: 3 clusters Score -1512010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1512012.625000 Penalty: 3077.451904
	Iteration 105Q: 3 clusters Score -1512013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1512013.875000 Penalty: 3077.451904
	Iteration 106Q: 3 clusters Score -1512014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1512013.625000 Penalty: 3077.451904
	Iteration 107Q: 3 clusters Score -1512014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1512012.500000 Penalty: 3077.451904
	Iteration 108Q: 3 clusters Score -1512012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1512014.125000 Penalty: 3077.451904
	Iteration 109Q: 3 clusters Score -1512014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1512014.375000 Penalty: 3077.451904
	Iteration 110Q: 3 clusters Score -1512014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1512013.875000 Penalty: 3077.451904
	Iteration 111Q: 3 clusters Score -1512014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1512013.875000 Penalty: 3077.451904
	Iteration 112F: 3 clusters Score -1512014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Entering Unmasked Estep 
Score: -1759783.750000 Penalty: 1563.357422
	Iteration 0F: 2 clusters Score -1759784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1749351.625000 Penalty: 3126.714844
	Iteration 0F: 3 clusters Score -1749352 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1753006.125000 Penalty: 3126.714844
	Iteration 1F: 3 clusters Score -1753006 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1753261.500000 Penalty: 3126.714844
	Iteration 2F: 3 clusters Score -1753262 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1753464.625000 Penalty: 3126.714844
	Iteration 3Q: 3 clusters Score -1753465 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1753687.875000 Penalty: 3126.714844
	Iteration 4Q: 3 clusters Score -1753688 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1753945.000000 Penalty: 3126.714844
	Iteration 5Q: 3 clusters Score -1753945 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1754302.250000 Penalty: 3126.714844
	Iteration 6Q: 3 clusters Score -1754302 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1754750.500000 Penalty: 3126.714844
	Iteration 7F: 3 clusters Score -1754750 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1755356.125000 Penalty: 3126.714844
	Iteration 8F: 3 clusters Score -1755356 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1756134.000000 Penalty: 3126.714844
	Iteration 9F: 3 clusters Score -1756134 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1756947.875000 Penalty: 3126.714844
	Iteration 10F: 3 clusters Score -1756948 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1757543.750000 Penalty: 3126.714844
	Iteration 11Q: 3 clusters Score -1757544 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1757880.500000 Penalty: 3126.714844
	Iteration 12Q: 3 clusters Score -1757880 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1758088.125000 Penalty: 3126.714844
	Iteration 13Q: 3 clusters Score -1758088 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1758217.250000 Penalty: 3126.714844
	Iteration 14Q: 3 clusters Score -1758217 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1758298.000000 Penalty: 3126.714844
	Iteration 15Q: 3 clusters Score -1758298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1758351.125000 Penalty: 3126.714844
	Iteration 16Q: 3 clusters Score -1758351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1758383.625000 Penalty: 3126.714844
	Iteration 17Q: 3 clusters Score -1758384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1758400.375000 Penalty: 3126.714844
	Iteration 18Q: 3 clusters Score -1758400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1758413.500000 Penalty: 3126.714844
	Iteration 19Q: 3 clusters Score -1758414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1758418.875000 Penalty: 3126.714844
	Iteration 20F: 3 clusters Score -1758419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1758422.875000 Penalty: 3126.714844
	Iteration 21Q: 3 clusters Score -1758423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1758424.000000 Penalty: 3126.714844
	Iteration 22Q: 3 clusters Score -1758424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1758433.000000 Penalty: 3126.714844
	Iteration 23Q: 3 clusters Score -1758433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1758436.500000 Penalty: 3126.714844
	Iteration 24Q: 3 clusters Score -1758436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1758437.625000 Penalty: 3126.714844
	Iteration 25Q: 3 clusters Score -1758438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1758442.250000 Penalty: 3126.714844
	Iteration 26Q: 3 clusters Score -1758442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1758444.375000 Penalty: 3126.714844
	Iteration 27Q: 3 clusters Score -1758444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1758448.125000 Penalty: 3126.714844
	Iteration 28Q: 3 clusters Score -1758448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1758452.125000 Penalty: 3126.714844
	Iteration 29Q: 3 clusters Score -1758452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1758456.125000 Penalty: 3126.714844
	Iteration 30Q: 3 clusters Score -1758456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1758461.125000 Penalty: 3126.714844
	Iteration 31Q: 3 clusters Score -1758461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1758461.125000 Penalty: 3126.714844
	Iteration 32F: 3 clusters Score -1758461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -205811.609375 Penalty: 1223.004028
	Iteration 0F: 2 clusters Score -205811.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -203784.531250 Penalty: 2446.008057
	Iteration 0F: 3 clusters Score -203784.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -204201.125000 Penalty: 2446.008057
	Iteration 1F: 3 clusters Score -204201.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -204290.125000 Penalty: 2446.008057
	Iteration 2F: 3 clusters Score -204290.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -204334.734375 Penalty: 2446.008057
	Iteration 3Q: 3 clusters Score -204334.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -204365.468750 Penalty: 2446.008057
	Iteration 4Q: 3 clusters Score -204365.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -204395.437500 Penalty: 2446.008057
	Iteration 5Q: 3 clusters Score -204395.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -204427.562500 Penalty: 2446.008057
	Iteration 6Q: 3 clusters Score -204427.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -204454.953125 Penalty: 2446.008057
	Iteration 7Q: 3 clusters Score -204455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -204476.500000 Penalty: 2446.008057
	Iteration 8Q: 3 clusters Score -204476.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -204492.015625 Penalty: 2446.008057
	Iteration 9Q: 3 clusters Score -204492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -204505.093750 Penalty: 2446.008057
	Iteration 10Q: 3 clusters Score -204505.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -204514.562500 Penalty: 2446.008057
	Iteration 11Q: 3 clusters Score -204514.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -204524.140625 Penalty: 2446.008057
	Iteration 12Q: 3 clusters Score -204524.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -204531.109375 Penalty: 2446.008057
	Iteration 13Q: 3 clusters Score -204531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -204537.437500 Penalty: 2446.008057
	Iteration 14Q: 3 clusters Score -204537.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204541.921875 Penalty: 2446.008057
	Iteration 15Q: 3 clusters Score -204541.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -204545.171875 Penalty: 2446.008057
	Iteration 16Q: 3 clusters Score -204545.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204548.281250 Penalty: 2446.008057
	Iteration 17Q: 3 clusters Score -204548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -204551.468750 Penalty: 2446.008057
	Iteration 18Q: 3 clusters Score -204551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -204554.718750 Penalty: 2446.008057
	Iteration 19Q: 3 clusters Score -204554.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -204556.968750 Penalty: 2446.008057
	Iteration 20F: 3 clusters Score -204557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204558.515625 Penalty: 2446.008057
	Iteration 21Q: 3 clusters Score -204558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -204560.437500 Penalty: 2446.008057
	Iteration 22Q: 3 clusters Score -204560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -204562.296875 Penalty: 2446.008057
	Iteration 23Q: 3 clusters Score -204562.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -204564.218750 Penalty: 2446.008057
	Iteration 24Q: 3 clusters Score -204564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -204564.750000 Penalty: 2446.008057
	Iteration 25Q: 3 clusters Score -204564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -204566.125000 Penalty: 2446.008057
	Iteration 26Q: 3 clusters Score -204566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -204567.062500 Penalty: 2446.008057
	Iteration 27Q: 3 clusters Score -204567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -204567.609375 Penalty: 2446.008057
	Iteration 28Q: 3 clusters Score -204567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -204568.421875 Penalty: 2446.008057
	Iteration 29Q: 3 clusters Score -204568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -204570.718750 Penalty: 2446.008057
	Iteration 30Q: 3 clusters Score -204570.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -204573.875000 Penalty: 2446.008057
	Iteration 31Q: 3 clusters Score -204573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -204574.593750 Penalty: 2446.008057
	Iteration 32Q: 3 clusters Score -204574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -204577.812500 Penalty: 2446.008057
	Iteration 33Q: 3 clusters Score -204577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -204582.062500 Penalty: 2446.008057
	Iteration 34Q: 3 clusters Score -204582.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -204588.781250 Penalty: 2446.008057
	Iteration 35Q: 3 clusters Score -204588.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -204594.562500 Penalty: 2446.008057
	Iteration 36Q: 3 clusters Score -204594.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204602.187500 Penalty: 2446.008057
	Iteration 37Q: 3 clusters Score -204602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -204605.156250 Penalty: 2446.008057
	Iteration 38Q: 3 clusters Score -204605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -204607.796875 Penalty: 2446.008057
	Iteration 39Q: 3 clusters Score -204607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -204609.984375 Penalty: 2446.008057
	Iteration 40F: 3 clusters Score -204610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204610.921875 Penalty: 2446.008057
	Iteration 41Q: 3 clusters Score -204610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -204612.031250 Penalty: 2446.008057
	Iteration 42Q: 3 clusters Score -204612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -204612.031250 Penalty: 2446.008057
	Iteration 43F: 3 clusters Score -204612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (80588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80588 members 
Entering Unmasked Estep 
Score: -9317948.000000 Penalty: 1835.779541
	Iteration 0F: 2 clusters Score -9317948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -9264353.000000 Penalty: 3671.559082
	Iteration 0F: 3 clusters Score -9264353 nChanged 38342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -9286501.000000 Penalty: 3671.559082
	Iteration 1F: 3 clusters Score -9286501 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -9287125.000000 Penalty: 3671.559082
	Iteration 2Q: 3 clusters Score -9287125 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -9288091.000000 Penalty: 3671.559082
	Iteration 3Q: 3 clusters Score -9288091 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -9289422.000000 Penalty: 3671.559082
	Iteration 4Q: 3 clusters Score -9289422 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -9291210.000000 Penalty: 3671.559082
	Iteration 5Q: 3 clusters Score -9291210 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -9293321.000000 Penalty: 3671.559082
	Iteration 6F: 3 clusters Score -9293321 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -9295772.000000 Penalty: 3671.559082
	Iteration 7F: 3 clusters Score -9295772 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -9298384.000000 Penalty: 3671.559082
	Iteration 8F: 3 clusters Score -9298384 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -9301285.000000 Penalty: 3671.559082
	Iteration 9F: 3 clusters Score -9301285 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -9303591.000000 Penalty: 3671.559082
	Iteration 10F: 3 clusters Score -9303591 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -9305113.000000 Penalty: 3671.559082
	Iteration 11Q: 3 clusters Score -9305113 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -9305732.000000 Penalty: 3671.559082
	Iteration 12Q: 3 clusters Score -9305732 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -9306098.000000 Penalty: 3671.559082
	Iteration 13Q: 3 clusters Score -9306098 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -9306387.000000 Penalty: 3671.559082
	Iteration 14Q: 3 clusters Score -9306387 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -9306659.000000 Penalty: 3671.559082
	Iteration 15Q: 3 clusters Score -9306659 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -9306866.000000 Penalty: 3671.559082
	Iteration 16Q: 3 clusters Score -9306866 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -9307105.000000 Penalty: 3671.559082
	Iteration 17Q: 3 clusters Score -9307105 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -9307438.000000 Penalty: 3671.559082
	Iteration 18Q: 3 clusters Score -9307438 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -9307750.000000 Penalty: 3671.559082
	Iteration 19Q: 3 clusters Score -9307750 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -9308231.000000 Penalty: 3671.559082
	Iteration 20F: 3 clusters Score -9308231 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -9308749.000000 Penalty: 3671.559082
	Iteration 21Q: 3 clusters Score -9308749 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -9309201.000000 Penalty: 3671.559082
	Iteration 22Q: 3 clusters Score -9309201 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -9309762.000000 Penalty: 3671.559082
	Iteration 23Q: 3 clusters Score -9309762 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -9310346.000000 Penalty: 3671.559082
	Iteration 24Q: 3 clusters Score -9310346 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -9311002.000000 Penalty: 3671.559082
	Iteration 25Q: 3 clusters Score -9311002 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -9311693.000000 Penalty: 3671.559082
	Iteration 26Q: 3 clusters Score -9311693 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -9312501.000000 Penalty: 3671.559082
	Iteration 27Q: 3 clusters Score -9312501 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 63879 members 
Entering Unmasked Estep 
Score: -9313311.000000 Penalty: 3671.559082
	Iteration 28Q: 3 clusters Score -9313311 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -9314188.000000 Penalty: 3671.559082
	Iteration 29Q: 3 clusters Score -9314188 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -9315186.000000 Penalty: 3671.559082
	Iteration 30Q: 3 clusters Score -9315186 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -9316034.000000 Penalty: 3671.559082
	Iteration 31Q: 3 clusters Score -9316034 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -9316754.000000 Penalty: 3671.559082
	Iteration 32Q: 3 clusters Score -9316754 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -9317285.000000 Penalty: 3671.559082
	Iteration 33Q: 3 clusters Score -9317285 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -9317725.000000 Penalty: 3671.559082
	Iteration 34Q: 3 clusters Score -9317725 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -9318049.000000 Penalty: 3671.559082
	Iteration 35Q: 3 clusters Score -9318049 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -9318306.000000 Penalty: 3671.559082
	Iteration 36Q: 3 clusters Score -9318306 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -9318473.000000 Penalty: 3671.559082
	Iteration 37Q: 3 clusters Score -9318473 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -9318597.000000 Penalty: 3671.559082
	Iteration 38Q: 3 clusters Score -9318597 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -9318661.000000 Penalty: 3671.559082
	Iteration 39Q: 3 clusters Score -9318661 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -9318890.000000 Penalty: 3671.559082
	Iteration 40F: 3 clusters Score -9318890 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9319086.000000 Penalty: 3671.559082
	Iteration 41Q: 3 clusters Score -9319086 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -9319215.000000 Penalty: 3671.559082
	Iteration 42Q: 3 clusters Score -9319215 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -9319279.000000 Penalty: 3671.559082
	Iteration 43Q: 3 clusters Score -9319279 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -9319355.000000 Penalty: 3671.559082
	Iteration 44Q: 3 clusters Score -9319355 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -9319429.000000 Penalty: 3671.559082
	Iteration 45Q: 3 clusters Score -9319429 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -9319468.000000 Penalty: 3671.559082
	Iteration 46Q: 3 clusters Score -9319468 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -9319499.000000 Penalty: 3671.559082
	Iteration 47Q: 3 clusters Score -9319499 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -9319553.000000 Penalty: 3671.559082
	Iteration 48Q: 3 clusters Score -9319553 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -9319560.000000 Penalty: 3671.559082
	Iteration 49Q: 3 clusters Score -9319560 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 76913 members 
Entering Unmasked Estep 
Score: -9319577.000000 Penalty: 3671.559082
	Iteration 50Q: 3 clusters Score -9319577 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -9319616.000000 Penalty: 3671.559082
	Iteration 51Q: 3 clusters Score -9319616 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -9319635.000000 Penalty: 3671.559082
	Iteration 52Q: 3 clusters Score -9319635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -9319649.000000 Penalty: 3671.559082
	Iteration 53Q: 3 clusters Score -9319649 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -9319666.000000 Penalty: 3671.559082
	Iteration 54Q: 3 clusters Score -9319666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 77096 members 
Entering Unmasked Estep 
Score: -9319658.000000 Penalty: 3671.559082
	Iteration 55Q: 3 clusters Score -9319658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -9319688.000000 Penalty: 3671.559082
	Iteration 56Q: 3 clusters Score -9319688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -9319678.000000 Penalty: 3671.559082
	Iteration 57Q: 3 clusters Score -9319678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -9319688.000000 Penalty: 3671.559082
	Iteration 58Q: 3 clusters Score -9319688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -9319691.000000 Penalty: 3671.559082
	Iteration 59Q: 3 clusters Score -9319691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 77156 members 
Entering Unmasked Estep 
Score: -9319685.000000 Penalty: 3671.559082
	Iteration 60F: 3 clusters Score -9319685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -9319687.000000 Penalty: 3671.559082
	Iteration 61Q: 3 clusters Score -9319687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -9319696.000000 Penalty: 3671.559082
	Iteration 62Q: 3 clusters Score -9319696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -9319686.000000 Penalty: 3671.559082
	Iteration 63Q: 3 clusters Score -9319686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -9319689.000000 Penalty: 3671.559082
	Iteration 64Q: 3 clusters Score -9319689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -9319702.000000 Penalty: 3671.559082
	Iteration 65Q: 3 clusters Score -9319702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -9319696.000000 Penalty: 3671.559082
	Iteration 66Q: 3 clusters Score -9319696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -9319695.000000 Penalty: 3671.559082
	Iteration 67Q: 3 clusters Score -9319695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -9319696.000000 Penalty: 3671.559082
	Iteration 68Q: 3 clusters Score -9319696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 77174 members 
Entering Unmasked Estep 
Score: -9319697.000000 Penalty: 3671.559082
	Iteration 69Q: 3 clusters Score -9319697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -9319693.000000 Penalty: 3671.559082
	Iteration 70Q: 3 clusters Score -9319693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -9319687.000000 Penalty: 3671.559082
	Iteration 71Q: 3 clusters Score -9319687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -9319689.000000 Penalty: 3671.559082
	Iteration 72Q: 3 clusters Score -9319689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -9319694.000000 Penalty: 3671.559082
	Iteration 73Q: 3 clusters Score -9319694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -9319692.000000 Penalty: 3671.559082
	Iteration 74Q: 3 clusters Score -9319692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -9319696.000000 Penalty: 3671.559082
	Iteration 75Q: 3 clusters Score -9319696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 77188 members 
Entering Unmasked Estep 
Score: -9319705.000000 Penalty: 3671.559082
	Iteration 76Q: 3 clusters Score -9319705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -9319703.000000 Penalty: 3671.559082
	Iteration 77Q: 3 clusters Score -9319703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -9319701.000000 Penalty: 3671.559082
	Iteration 78Q: 3 clusters Score -9319701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -9319702.000000 Penalty: 3671.559082
	Iteration 79Q: 3 clusters Score -9319702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 77196 members 
Entering Unmasked Estep 
Score: -9319703.000000 Penalty: 3671.559082
	Iteration 80F: 3 clusters Score -9319703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 77199 members 
Entering Unmasked Estep 
Score: -9319705.000000 Penalty: 3671.559082
	Iteration 81Q: 3 clusters Score -9319705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -9319708.000000 Penalty: 3671.559082
	Iteration 82Q: 3 clusters Score -9319708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -9319706.000000 Penalty: 3671.559082
	Iteration 83Q: 3 clusters Score -9319706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -9319706.000000 Penalty: 3671.559082
	Iteration 84F: 3 clusters Score -9319706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 12953 members 
Mstep: Class 3 contains 15073 members 
Mstep: Class 4 contains 1856 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 36918 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 89937 members 
Mstep: Class 10 contains 13127 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 97875 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 27531 members 
Mstep: Class 15 contains 12674 members 
Mstep: Class 16 contains 14776 members 
Mstep: Class 17 contains 135672 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 120439 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8817 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 77202 members 
Entering Unmasked Estep 
Score: -86197304.000000 Penalty: 59407.906250
Splitting cluster 5 changes total score from -86195744.000000 to -86197304.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 6 (36918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Entering Unmasked Estep 
Score: -4370720.000000 Penalty: 1708.923828
	Iteration 0F: 2 clusters Score -4370720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -4345751.000000 Penalty: 3417.847656
	Iteration 0F: 3 clusters Score -4345751 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -4355532.000000 Penalty: 3417.847656
	Iteration 1F: 3 clusters Score -4355532 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4355997.000000 Penalty: 3417.847656
	Iteration 2Q: 3 clusters Score -4355997 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -4356555.500000 Penalty: 3417.847656
	Iteration 3Q: 3 clusters Score -4356556 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4357294.000000 Penalty: 3417.847656
	Iteration 4Q: 3 clusters Score -4357294 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4358402.000000 Penalty: 3417.847656
	Iteration 5F: 3 clusters Score -4358402 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -4360112.500000 Penalty: 3417.847656
	Iteration 6F: 3 clusters Score -4360112 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -4362388.000000 Penalty: 3417.847656
	Iteration 7F: 3 clusters Score -4362388 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4365001.000000 Penalty: 3417.847656
	Iteration 8F: 3 clusters Score -4365001 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -4367124.000000 Penalty: 3417.847656
	Iteration 9F: 3 clusters Score -4367124 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4368334.500000 Penalty: 3417.847656
	Iteration 10Q: 3 clusters Score -4368334 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -4368865.500000 Penalty: 3417.847656
	Iteration 11Q: 3 clusters Score -4368866 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4369038.000000 Penalty: 3417.847656
	Iteration 12Q: 3 clusters Score -4369038 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -4369125.000000 Penalty: 3417.847656
	Iteration 13Q: 3 clusters Score -4369125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -4369168.000000 Penalty: 3417.847656
	Iteration 14Q: 3 clusters Score -4369168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -4369205.500000 Penalty: 3417.847656
	Iteration 15Q: 3 clusters Score -4369206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -4369226.500000 Penalty: 3417.847656
	Iteration 16Q: 3 clusters Score -4369226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -4369242.000000 Penalty: 3417.847656
	Iteration 17Q: 3 clusters Score -4369242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -4369258.000000 Penalty: 3417.847656
	Iteration 18Q: 3 clusters Score -4369258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4369259.000000 Penalty: 3417.847656
	Iteration 19Q: 3 clusters Score -4369259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4369259.000000 Penalty: 3417.847656
	Iteration 20F: 3 clusters Score -4369259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -190455.406250 Penalty: 1200.200806
	Iteration 0F: 2 clusters Score -190455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -188612.109375 Penalty: 2400.401611
	Iteration 0F: 3 clusters Score -188612.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -188951.125000 Penalty: 2400.401611
	Iteration 1F: 3 clusters Score -188951.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -189029.703125 Penalty: 2400.401611
	Iteration 2F: 3 clusters Score -189029.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189076.562500 Penalty: 2400.401611
	Iteration 3Q: 3 clusters Score -189076.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -189104.562500 Penalty: 2400.401611
	Iteration 4Q: 3 clusters Score -189104.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -189120.562500 Penalty: 2400.401611
	Iteration 5Q: 3 clusters Score -189120.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -189128.421875 Penalty: 2400.401611
	Iteration 6Q: 3 clusters Score -189128.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -189135.765625 Penalty: 2400.401611
	Iteration 7Q: 3 clusters Score -189135.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -189142.281250 Penalty: 2400.401611
	Iteration 8Q: 3 clusters Score -189142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -189148.109375 Penalty: 2400.401611
	Iteration 9Q: 3 clusters Score -189148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -189153.375000 Penalty: 2400.401611
	Iteration 10Q: 3 clusters Score -189153.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -189157.656250 Penalty: 2400.401611
	Iteration 11Q: 3 clusters Score -189157.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -189160.687500 Penalty: 2400.401611
	Iteration 12Q: 3 clusters Score -189160.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -189164.531250 Penalty: 2400.401611
	Iteration 13Q: 3 clusters Score -189164.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -189167.109375 Penalty: 2400.401611
	Iteration 14Q: 3 clusters Score -189167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -189167.484375 Penalty: 2400.401611
	Iteration 15Q: 3 clusters Score -189167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -189169.687500 Penalty: 2400.401611
	Iteration 16Q: 3 clusters Score -189169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -189170.515625 Penalty: 2400.401611
	Iteration 17Q: 3 clusters Score -189170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -189171.171875 Penalty: 2400.401611
	Iteration 18Q: 3 clusters Score -189171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -189171.671875 Penalty: 2400.401611
	Iteration 19Q: 3 clusters Score -189171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -189171.734375 Penalty: 2400.401611
	Iteration 20F: 3 clusters Score -189171.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -157204.718750 Penalty: 1174.731079
	Iteration 0F: 2 clusters Score -157204.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -155539.625000 Penalty: 2349.462158
	Iteration 0F: 3 clusters Score -155539.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -155836.078125 Penalty: 2349.462158
	Iteration 1F: 3 clusters Score -155836.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -155905.343750 Penalty: 2349.462158
	Iteration 2F: 3 clusters Score -155905.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -155958.203125 Penalty: 2349.462158
	Iteration 3Q: 3 clusters Score -155958.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156008.515625 Penalty: 2349.462158
	Iteration 4Q: 3 clusters Score -156008.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -156041.625000 Penalty: 2349.462158
	Iteration 5Q: 3 clusters Score -156041.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156058.656250 Penalty: 2349.462158
	Iteration 6Q: 3 clusters Score -156058.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -156070.953125 Penalty: 2349.462158
	Iteration 7Q: 3 clusters Score -156071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -156082.375000 Penalty: 2349.462158
	Iteration 8Q: 3 clusters Score -156082.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -156093.343750 Penalty: 2349.462158
	Iteration 9Q: 3 clusters Score -156093.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156100.609375 Penalty: 2349.462158
	Iteration 10Q: 3 clusters Score -156100.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -156105.906250 Penalty: 2349.462158
	Iteration 11Q: 3 clusters Score -156105.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156111.125000 Penalty: 2349.462158
	Iteration 12Q: 3 clusters Score -156111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156112.828125 Penalty: 2349.462158
	Iteration 13Q: 3 clusters Score -156112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -156113.390625 Penalty: 2349.462158
	Iteration 14Q: 3 clusters Score -156113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -156113.687500 Penalty: 2349.462158
	Iteration 15Q: 3 clusters Score -156113.7 nChanged 2
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: -156114.375000 Penalty: 2349.462158
	Iteration 16Q: 3 clusters Score -156114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156114.718750 Penalty: 2349.462158
	Iteration 17Q: 3 clusters Score -156114.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -156115.734375 Penalty: 2349.462158
	Iteration 18Q: 3 clusters Score -156115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -156116.562500 Penalty: 2349.462158
	Iteration 19Q: 3 clusters Score -156116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -156117.687500 Penalty: 2349.462158
	Iteration 20F: 3 clusters Score -156117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -156117.828125 Penalty: 2349.462158
	Iteration 21Q: 3 clusters Score -156117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -156117.828125 Penalty: 2349.462158
	Iteration 22F: 3 clusters Score -156117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (89937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Entering Unmasked Estep 
Score: -10520931.000000 Penalty: 1853.615601
	Iteration 0F: 2 clusters Score -1.052093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -10462541.000000 Penalty: 3707.231201
	Iteration 0F: 3 clusters Score -1.046254e+07 nChanged 42949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -10488246.000000 Penalty: 3707.231201
	Iteration 1F: 3 clusters Score -1.048825e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -10489845.000000 Penalty: 3707.231201
	Iteration 2Q: 3 clusters Score -1.048984e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -10492001.000000 Penalty: 3707.231201
	Iteration 3Q: 3 clusters Score -1.0492e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -10494753.000000 Penalty: 3707.231201
	Iteration 4F: 3 clusters Score -1.049475e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -10498314.000000 Penalty: 3707.231201
	Iteration 5F: 3 clusters Score -1.049831e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -10502437.000000 Penalty: 3707.231201
	Iteration 6F: 3 clusters Score -1.050244e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -10506411.000000 Penalty: 3707.231201
	Iteration 7F: 3 clusters Score -1.050641e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -10509794.000000 Penalty: 3707.231201
	Iteration 8F: 3 clusters Score -1.050979e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -10511866.000000 Penalty: 3707.231201
	Iteration 9Q: 3 clusters Score -1.051187e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -10512835.000000 Penalty: 3707.231201
	Iteration 10Q: 3 clusters Score -1.051284e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70096 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -10513365.000000 Penalty: 3707.231201
	Iteration 11Q: 3 clusters Score -1.051336e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -10513765.000000 Penalty: 3707.231201
	Iteration 12Q: 3 clusters Score -1.051376e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72219 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -10514130.000000 Penalty: 3707.231201
	Iteration 13Q: 3 clusters Score -1.051413e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -10514527.000000 Penalty: 3707.231201
	Iteration 14Q: 3 clusters Score -1.051453e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -10514893.000000 Penalty: 3707.231201
	Iteration 15Q: 3 clusters Score -1.051489e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -10515106.000000 Penalty: 3707.231201
	Iteration 16Q: 3 clusters Score -1.051511e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -10515461.000000 Penalty: 3707.231201
	Iteration 17Q: 3 clusters Score -1.051546e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -10515778.000000 Penalty: 3707.231201
	Iteration 18Q: 3 clusters Score -1.051578e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -10516089.000000 Penalty: 3707.231201
	Iteration 19Q: 3 clusters Score -1.051609e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -10516369.000000 Penalty: 3707.231201
	Iteration 20F: 3 clusters Score -1.051637e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -10516632.000000 Penalty: 3707.231201
	Iteration 21Q: 3 clusters Score -1.051663e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -10516881.000000 Penalty: 3707.231201
	Iteration 22Q: 3 clusters Score -1.051688e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -10517133.000000 Penalty: 3707.231201
	Iteration 23Q: 3 clusters Score -1.051713e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -10517389.000000 Penalty: 3707.231201
	Iteration 24Q: 3 clusters Score -1.051739e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -10517610.000000 Penalty: 3707.231201
	Iteration 25Q: 3 clusters Score -1.051761e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83320 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -10517808.000000 Penalty: 3707.231201
	Iteration 26Q: 3 clusters Score -1.051781e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -10517919.000000 Penalty: 3707.231201
	Iteration 27Q: 3 clusters Score -1.051792e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -10518073.000000 Penalty: 3707.231201
	Iteration 28Q: 3 clusters Score -1.051807e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84749 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -10518161.000000 Penalty: 3707.231201
	Iteration 29Q: 3 clusters Score -1.051816e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -10518275.000000 Penalty: 3707.231201
	Iteration 30Q: 3 clusters Score -1.051828e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -10518389.000000 Penalty: 3707.231201
	Iteration 31Q: 3 clusters Score -1.051839e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -10518503.000000 Penalty: 3707.231201
	Iteration 32Q: 3 clusters Score -1.05185e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86174 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -10518552.000000 Penalty: 3707.231201
	Iteration 33Q: 3 clusters Score -1.051855e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -10518634.000000 Penalty: 3707.231201
	Iteration 34Q: 3 clusters Score -1.051863e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -10518695.000000 Penalty: 3707.231201
	Iteration 35Q: 3 clusters Score -1.05187e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -10518745.000000 Penalty: 3707.231201
	Iteration 36Q: 3 clusters Score -1.051874e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87091 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -10518826.000000 Penalty: 3707.231201
	Iteration 37Q: 3 clusters Score -1.051883e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -10518890.000000 Penalty: 3707.231201
	Iteration 38Q: 3 clusters Score -1.051889e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87431 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -10518942.000000 Penalty: 3707.231201
	Iteration 39Q: 3 clusters Score -1.051894e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87570 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -10519000.000000 Penalty: 3707.231201
	Iteration 40F: 3 clusters Score -1.0519e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -10519047.000000 Penalty: 3707.231201
	Iteration 41Q: 3 clusters Score -1.051905e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -10519082.000000 Penalty: 3707.231201
	Iteration 42Q: 3 clusters Score -1.051908e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10519103.000000 Penalty: 3707.231201
	Iteration 43Q: 3 clusters Score -1.05191e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -10519115.000000 Penalty: 3707.231201
	Iteration 44Q: 3 clusters Score -1.051912e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10519123.000000 Penalty: 3707.231201
	Iteration 45Q: 3 clusters Score -1.051912e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10519153.000000 Penalty: 3707.231201
	Iteration 46Q: 3 clusters Score -1.051915e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88233 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -10519174.000000 Penalty: 3707.231201
	Iteration 47Q: 3 clusters Score -1.051917e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -10519187.000000 Penalty: 3707.231201
	Iteration 48Q: 3 clusters Score -1.051919e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10519207.000000 Penalty: 3707.231201
	Iteration 49Q: 3 clusters Score -1.051921e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -10519224.000000 Penalty: 3707.231201
	Iteration 50Q: 3 clusters Score -1.051922e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -10519248.000000 Penalty: 3707.231201
	Iteration 51Q: 3 clusters Score -1.051925e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10519282.000000 Penalty: 3707.231201
	Iteration 52Q: 3 clusters Score -1.051928e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -10519294.000000 Penalty: 3707.231201
	Iteration 53Q: 3 clusters Score -1.051929e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10519338.000000 Penalty: 3707.231201
	Iteration 54Q: 3 clusters Score -1.051934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -10519357.000000 Penalty: 3707.231201
	Iteration 55Q: 3 clusters Score -1.051936e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10519348.000000 Penalty: 3707.231201
	Iteration 56Q: 3 clusters Score -1.051935e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10519348.000000 Penalty: 3707.231201
	Iteration 57Q: 3 clusters Score -1.051935e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10519346.000000 Penalty: 3707.231201
	Iteration 58Q: 3 clusters Score -1.051935e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10519365.000000 Penalty: 3707.231201
	Iteration 59Q: 3 clusters Score -1.051936e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10519361.000000 Penalty: 3707.231201
	Iteration 60F: 3 clusters Score -1.051936e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10519381.000000 Penalty: 3707.231201
	Iteration 61Q: 3 clusters Score -1.051938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -10519378.000000 Penalty: 3707.231201
	Iteration 62Q: 3 clusters Score -1.051938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -10519386.000000 Penalty: 3707.231201
	Iteration 63Q: 3 clusters Score -1.051939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -10519394.000000 Penalty: 3707.231201
	Iteration 64Q: 3 clusters Score -1.051939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10519382.000000 Penalty: 3707.231201
	Iteration 65Q: 3 clusters Score -1.051938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -10519386.000000 Penalty: 3707.231201
	Iteration 66Q: 3 clusters Score -1.051939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10519402.000000 Penalty: 3707.231201
	Iteration 67Q: 3 clusters Score -1.05194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10519391.000000 Penalty: 3707.231201
	Iteration 68Q: 3 clusters Score -1.051939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10519395.000000 Penalty: 3707.231201
	Iteration 69Q: 3 clusters Score -1.05194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10519396.000000 Penalty: 3707.231201
	Iteration 70Q: 3 clusters Score -1.05194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10519396.000000 Penalty: 3707.231201
	Iteration 71F: 3 clusters Score -1.05194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Entering Unmasked Estep 
Score: -1515180.000000 Penalty: 1540.894287
	Iteration 0F: 2 clusters Score -1515180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1506034.750000 Penalty: 3081.788574
	Iteration 0F: 3 clusters Score -1506035 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1509915.000000 Penalty: 3081.788574
	Iteration 1F: 3 clusters Score -1509915 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1511113.250000 Penalty: 3081.788574
	Iteration 2F: 3 clusters Score -1511113 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1512824.750000 Penalty: 3081.788574
	Iteration 3F: 3 clusters Score -1512825 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1514354.875000 Penalty: 3081.788574
	Iteration 4F: 3 clusters Score -1514355 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1515281.500000 Penalty: 3081.788574
	Iteration 5F: 3 clusters Score -1515282 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1515771.375000 Penalty: 3081.788574
	Iteration 6Q: 3 clusters Score -1515771 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1516026.000000 Penalty: 3081.788574
	Iteration 7Q: 3 clusters Score -1516026 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1516195.250000 Penalty: 3081.788574
	Iteration 8Q: 3 clusters Score -1516195 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1516317.000000 Penalty: 3081.788574
	Iteration 9Q: 3 clusters Score -1516317 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1516393.875000 Penalty: 3081.788574
	Iteration 10Q: 3 clusters Score -1516394 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1516443.125000 Penalty: 3081.788574
	Iteration 11Q: 3 clusters Score -1516443 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1516469.625000 Penalty: 3081.788574
	Iteration 12Q: 3 clusters Score -1516470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1516493.375000 Penalty: 3081.788574
	Iteration 13Q: 3 clusters Score -1516493 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1516520.625000 Penalty: 3081.788574
	Iteration 14Q: 3 clusters Score -1516521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1516526.500000 Penalty: 3081.788574
	Iteration 15Q: 3 clusters Score -1516526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1516531.000000 Penalty: 3081.788574
	Iteration 16Q: 3 clusters Score -1516531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1516537.875000 Penalty: 3081.788574
	Iteration 17Q: 3 clusters Score -1516538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1516541.250000 Penalty: 3081.788574
	Iteration 18Q: 3 clusters Score -1516541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1516544.125000 Penalty: 3081.788574
	Iteration 19Q: 3 clusters Score -1516544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1516542.500000 Penalty: 3081.788574
	Iteration 20F: 3 clusters Score -1516542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1516543.750000 Penalty: 3081.788574
	Iteration 21Q: 3 clusters Score -1516544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1516548.500000 Penalty: 3081.788574
	Iteration 22Q: 3 clusters Score -1516548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1516551.625000 Penalty: 3081.788574
	Iteration 23Q: 3 clusters Score -1516552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1516550.000000 Penalty: 3081.788574
	Iteration 24Q: 3 clusters Score -1516550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1516550.250000 Penalty: 3081.788574
	Iteration 25Q: 3 clusters Score -1516550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1516555.125000 Penalty: 3081.788574
	Iteration 26Q: 3 clusters Score -1516555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1516557.500000 Penalty: 3081.788574
	Iteration 27Q: 3 clusters Score -1516558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1516559.625000 Penalty: 3081.788574
	Iteration 28Q: 3 clusters Score -1516560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1516563.125000 Penalty: 3081.788574
	Iteration 29Q: 3 clusters Score -1516563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1516563.500000 Penalty: 3081.788574
	Iteration 30Q: 3 clusters Score -1516564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1516562.875000 Penalty: 3081.788574
	Iteration 31Q: 3 clusters Score -1516563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1516564.000000 Penalty: 3081.788574
	Iteration 32Q: 3 clusters Score -1516564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1516563.750000 Penalty: 3081.788574
	Iteration 33Q: 3 clusters Score -1516564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1516565.750000 Penalty: 3081.788574
	Iteration 34Q: 3 clusters Score -1516566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1516570.375000 Penalty: 3081.788574
	Iteration 35Q: 3 clusters Score -1516570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1516571.625000 Penalty: 3081.788574
	Iteration 36Q: 3 clusters Score -1516572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1516574.625000 Penalty: 3081.788574
	Iteration 37Q: 3 clusters Score -1516575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1516575.500000 Penalty: 3081.788574
	Iteration 38Q: 3 clusters Score -1516576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1516577.125000 Penalty: 3081.788574
	Iteration 39Q: 3 clusters Score -1516577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1516580.000000 Penalty: 3081.788574
	Iteration 40F: 3 clusters Score -1516580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1516579.875000 Penalty: 3081.788574
	Iteration 41Q: 3 clusters Score -1516580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1516580.750000 Penalty: 3081.788574
	Iteration 42Q: 3 clusters Score -1516581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1516580.750000 Penalty: 3081.788574
	Iteration 43F: 3 clusters Score -1516581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 12953 members 
Mstep: Class 3 contains 15073 members 
Mstep: Class 4 contains 1856 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 36918 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 89937 members 
Mstep: Class 10 contains 10126 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 97875 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 27531 members 
Mstep: Class 15 contains 12674 members 
Mstep: Class 16 contains 14776 members 
Mstep: Class 17 contains 135672 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 120439 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8817 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 77202 members 
Mstep: Class 28 contains 3001 members 
Entering Unmasked Estep 
Score: -86198408.000000 Penalty: 61608.199219
Splitting cluster 10 changes total score from -86195744.000000 to -86198408.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -42264.105469 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -42264.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41427.910156 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -41427.91 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41648.082031 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -41648.08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41816.835938 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -41816.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -42034.613281 Penalty: 1978.939697
	Iteration 3F: 3 clusters Score -42034.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -42207.367188 Penalty: 1978.939697
	Iteration 4F: 3 clusters Score -42207.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -42305.367188 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -42305.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -42318.800781 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -42318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -42321.234375 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -42321.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -42325.828125 Penalty: 1978.939697
	Iteration 8Q: 3 clusters Score -42325.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -42325.828125 Penalty: 1978.939697
	Iteration 9F: 3 clusters Score -42325.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 12953 members 
Mstep: Class 3 contains 15073 members 
Mstep: Class 4 contains 1856 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 36918 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 89937 members 
Mstep: Class 10 contains 10126 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 12 contains 97875 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 27531 members 
Mstep: Class 15 contains 12674 members 
Mstep: Class 16 contains 14776 members 
Mstep: Class 17 contains 135672 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 120439 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8817 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 77202 members 
Mstep: Class 28 contains 3001 members 
Mstep: Class 29 contains 77 members 
Entering Unmasked Estep 
Score: -86197264.000000 Penalty: 63808.488281
Splitting cluster 11 changes total score from -86195744.000000 to -86197264.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (97875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Entering Unmasked Estep 
Score: -11426057.000000 Penalty: 1867.360107
	Iteration 0F: 2 clusters Score -1.142606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -11363714.000000 Penalty: 3734.720215
	Iteration 0F: 3 clusters Score -1.136371e+07 nChanged 46792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -11391170.000000 Penalty: 3734.720215
	Iteration 1F: 3 clusters Score -1.139117e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55775 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -11392194.000000 Penalty: 3734.720215
	Iteration 2Q: 3 clusters Score -1.139219e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -11394257.000000 Penalty: 3734.720215
	Iteration 3Q: 3 clusters Score -1.139426e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66008 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -11398104.000000 Penalty: 3734.720215
	Iteration 4F: 3 clusters Score -1.13981e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -11404890.000000 Penalty: 3734.720215
	Iteration 5F: 3 clusters Score -1.140489e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -11413189.000000 Penalty: 3734.720215
	Iteration 6F: 3 clusters Score -1.141319e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -11419458.000000 Penalty: 3734.720215
	Iteration 7F: 3 clusters Score -1.141946e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -11422413.000000 Penalty: 3734.720215
	Iteration 8Q: 3 clusters Score -1.142241e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11423568.000000 Penalty: 3734.720215
	Iteration 9Q: 3 clusters Score -1.142357e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11424020.000000 Penalty: 3734.720215
	Iteration 10Q: 3 clusters Score -1.142402e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11424298.000000 Penalty: 3734.720215
	Iteration 11Q: 3 clusters Score -1.14243e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11424450.000000 Penalty: 3734.720215
	Iteration 12Q: 3 clusters Score -1.142445e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11424578.000000 Penalty: 3734.720215
	Iteration 13Q: 3 clusters Score -1.142458e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97218 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11424642.000000 Penalty: 3734.720215
	Iteration 14Q: 3 clusters Score -1.142464e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11424666.000000 Penalty: 3734.720215
	Iteration 15Q: 3 clusters Score -1.142467e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11424683.000000 Penalty: 3734.720215
	Iteration 16Q: 3 clusters Score -1.142468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97278 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11424705.000000 Penalty: 3734.720215
	Iteration 17Q: 3 clusters Score -1.14247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -11424706.000000 Penalty: 3734.720215
	Iteration 18Q: 3 clusters Score -1.142471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97294 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11424709.000000 Penalty: 3734.720215
	Iteration 19Q: 3 clusters Score -1.142471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11424710.000000 Penalty: 3734.720215
	Iteration 20F: 3 clusters Score -1.142471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97308 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11424714.000000 Penalty: 3734.720215
	Iteration 21Q: 3 clusters Score -1.142471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11424730.000000 Penalty: 3734.720215
	Iteration 22Q: 3 clusters Score -1.142473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97335 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11424703.000000 Penalty: 3734.720215
	Iteration 23Q: 3 clusters Score -1.14247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11424716.000000 Penalty: 3734.720215
	Iteration 24Q: 3 clusters Score -1.142472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97347 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11424724.000000 Penalty: 3734.720215
	Iteration 25Q: 3 clusters Score -1.142472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97349 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11424726.000000 Penalty: 3734.720215
	Iteration 26Q: 3 clusters Score -1.142473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11424736.000000 Penalty: 3734.720215
	Iteration 27Q: 3 clusters Score -1.142474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11424724.000000 Penalty: 3734.720215
	Iteration 28Q: 3 clusters Score -1.142472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11424726.000000 Penalty: 3734.720215
	Iteration 29Q: 3 clusters Score -1.142473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11424736.000000 Penalty: 3734.720215
	Iteration 30Q: 3 clusters Score -1.142474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97353 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11424729.000000 Penalty: 3734.720215
	Iteration 31Q: 3 clusters Score -1.142473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97353 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11424729.000000 Penalty: 3734.720215
	Iteration 32F: 3 clusters Score -1.142473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -185479.890625 Penalty: 1217.573486
	Iteration 0F: 2 clusters Score -185479.9 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 867 members 
Entering Unmasked Estep 
Score: -183558.375000 Penalty: 2435.146973
	Iteration 0F: 3 clusters Score -183558.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -183990.437500 Penalty: 2435.146973
	Iteration 1F: 3 clusters Score -183990.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -184109.562500 Penalty: 2435.146973
	Iteration 2F: 3 clusters Score -184109.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -184182.953125 Penalty: 2435.146973
	Iteration 3F: 3 clusters Score -184183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -184242.312500 Penalty: 2435.146973
	Iteration 4Q: 3 clusters Score -184242.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -184295.406250 Penalty: 2435.146973
	Iteration 5Q: 3 clusters Score -184295.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -184329.906250 Penalty: 2435.146973
	Iteration 6Q: 3 clusters Score -184329.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -184364.890625 Penalty: 2435.146973
	Iteration 7Q: 3 clusters Score -184364.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -184387.734375 Penalty: 2435.146973
	Iteration 8Q: 3 clusters Score -184387.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184409.625000 Penalty: 2435.146973
	Iteration 9Q: 3 clusters Score -184409.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -184432.437500 Penalty: 2435.146973
	Iteration 10Q: 3 clusters Score -184432.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -184455.859375 Penalty: 2435.146973
	Iteration 11Q: 3 clusters Score -184455.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -184469.156250 Penalty: 2435.146973
	Iteration 12Q: 3 clusters Score -184469.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -184475.328125 Penalty: 2435.146973
	Iteration 13Q: 3 clusters Score -184475.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -184479.843750 Penalty: 2435.146973
	Iteration 14Q: 3 clusters Score -184479.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -184484.390625 Penalty: 2435.146973
	Iteration 15Q: 3 clusters Score -184484.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -184487.546875 Penalty: 2435.146973
	Iteration 16Q: 3 clusters Score -184487.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -184488.125000 Penalty: 2435.146973
	Iteration 17Q: 3 clusters Score -184488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -184488.578125 Penalty: 2435.146973
	Iteration 18Q: 3 clusters Score -184488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -184488.578125 Penalty: 2435.146973
	Iteration 19F: 3 clusters Score -184488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Entering Unmasked Estep 
Score: -3102267.500000 Penalty: 1661.248535
	Iteration 0F: 2 clusters Score -3102268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3083671.250000 Penalty: 3322.497070
	Iteration 0F: 3 clusters Score -3083671 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3090581.250000 Penalty: 3322.497070
	Iteration 1F: 3 clusters Score -3090581 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3090958.500000 Penalty: 3322.497070
	Iteration 2Q: 3 clusters Score -3090958 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3091334.000000 Penalty: 3322.497070
	Iteration 3Q: 3 clusters Score -3091334 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3091719.000000 Penalty: 3322.497070
	Iteration 4Q: 3 clusters Score -3091719 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3092182.000000 Penalty: 3322.497070
	Iteration 5Q: 3 clusters Score -3092182 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3092768.250000 Penalty: 3322.497070
	Iteration 6Q: 3 clusters Score -3092768 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3093482.750000 Penalty: 3322.497070
	Iteration 7Q: 3 clusters Score -3093483 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3094385.750000 Penalty: 3322.497070
	Iteration 8F: 3 clusters Score -3094386 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3095426.250000 Penalty: 3322.497070
	Iteration 9F: 3 clusters Score -3095426 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3096505.500000 Penalty: 3322.497070
	Iteration 10F: 3 clusters Score -3096506 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3097437.500000 Penalty: 3322.497070
	Iteration 11Q: 3 clusters Score -3097438 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3098200.500000 Penalty: 3322.497070
	Iteration 12Q: 3 clusters Score -3098200 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3098799.250000 Penalty: 3322.497070
	Iteration 13Q: 3 clusters Score -3098799 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3099263.500000 Penalty: 3322.497070
	Iteration 14Q: 3 clusters Score -3099264 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3099658.000000 Penalty: 3322.497070
	Iteration 15Q: 3 clusters Score -3099658 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3099983.250000 Penalty: 3322.497070
	Iteration 16Q: 3 clusters Score -3099983 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3100180.500000 Penalty: 3322.497070
	Iteration 17Q: 3 clusters Score -3100180 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3100331.750000 Penalty: 3322.497070
	Iteration 18Q: 3 clusters Score -3100332 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -3100457.500000 Penalty: 3322.497070
	Iteration 19Q: 3 clusters Score -3100458 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3100550.750000 Penalty: 3322.497070
	Iteration 20F: 3 clusters Score -3100551 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3100640.000000 Penalty: 3322.497070
	Iteration 21Q: 3 clusters Score -3100640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3100695.250000 Penalty: 3322.497070
	Iteration 22Q: 3 clusters Score -3100695 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3100734.750000 Penalty: 3322.497070
	Iteration 23Q: 3 clusters Score -3100735 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3100776.000000 Penalty: 3322.497070
	Iteration 24Q: 3 clusters Score -3100776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3100796.000000 Penalty: 3322.497070
	Iteration 25Q: 3 clusters Score -3100796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3100810.000000 Penalty: 3322.497070
	Iteration 26Q: 3 clusters Score -3100810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3100824.000000 Penalty: 3322.497070
	Iteration 27Q: 3 clusters Score -3100824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3100838.750000 Penalty: 3322.497070
	Iteration 28Q: 3 clusters Score -3100839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -3100842.250000 Penalty: 3322.497070
	Iteration 29Q: 3 clusters Score -3100842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3100851.250000 Penalty: 3322.497070
	Iteration 30Q: 3 clusters Score -3100851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3100849.250000 Penalty: 3322.497070
	Iteration 31Q: 3 clusters Score -3100849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3100852.500000 Penalty: 3322.497070
	Iteration 32Q: 3 clusters Score -3100852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3100854.000000 Penalty: 3322.497070
	Iteration 33Q: 3 clusters Score -3100854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3100855.000000 Penalty: 3322.497070
	Iteration 34Q: 3 clusters Score -3100855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3100855.000000 Penalty: 3322.497070
	Iteration 35F: 3 clusters Score -3100855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Entering Unmasked Estep 
Score: -1448033.750000 Penalty: 1535.187500
	Iteration 0F: 2 clusters Score -1448034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1439091.375000 Penalty: 3070.375000
	Iteration 0F: 3 clusters Score -1439091 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1442190.500000 Penalty: 3070.375000
	Iteration 1F: 3 clusters Score -1442190 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1442644.625000 Penalty: 3070.375000
	Iteration 2F: 3 clusters Score -1442645 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1443176.625000 Penalty: 3070.375000
	Iteration 3F: 3 clusters Score -1443177 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1443746.000000 Penalty: 3070.375000
	Iteration 4F: 3 clusters Score -1443746 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1444380.375000 Penalty: 3070.375000
	Iteration 5F: 3 clusters Score -1444380 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1444948.125000 Penalty: 3070.375000
	Iteration 6F: 3 clusters Score -1444948 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1445407.875000 Penalty: 3070.375000
	Iteration 7F: 3 clusters Score -1445408 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1445795.500000 Penalty: 3070.375000
	Iteration 8Q: 3 clusters Score -1445796 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1446120.375000 Penalty: 3070.375000
	Iteration 9Q: 3 clusters Score -1446120 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1446365.750000 Penalty: 3070.375000
	Iteration 10Q: 3 clusters Score -1446366 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1446525.375000 Penalty: 3070.375000
	Iteration 11Q: 3 clusters Score -1446525 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1446633.000000 Penalty: 3070.375000
	Iteration 12Q: 3 clusters Score -1446633 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1446694.625000 Penalty: 3070.375000
	Iteration 13Q: 3 clusters Score -1446695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1446736.125000 Penalty: 3070.375000
	Iteration 14Q: 3 clusters Score -1446736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1446762.000000 Penalty: 3070.375000
	Iteration 15Q: 3 clusters Score -1446762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1446787.250000 Penalty: 3070.375000
	Iteration 16Q: 3 clusters Score -1446787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1446802.000000 Penalty: 3070.375000
	Iteration 17Q: 3 clusters Score -1446802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1446814.000000 Penalty: 3070.375000
	Iteration 18Q: 3 clusters Score -1446814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1446831.125000 Penalty: 3070.375000
	Iteration 19Q: 3 clusters Score -1446831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1446847.500000 Penalty: 3070.375000
	Iteration 20F: 3 clusters Score -1446848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1446849.000000 Penalty: 3070.375000
	Iteration 21Q: 3 clusters Score -1446849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1446853.375000 Penalty: 3070.375000
	Iteration 22Q: 3 clusters Score -1446853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1446859.375000 Penalty: 3070.375000
	Iteration 23Q: 3 clusters Score -1446859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1446864.250000 Penalty: 3070.375000
	Iteration 24Q: 3 clusters Score -1446864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1446870.375000 Penalty: 3070.375000
	Iteration 25Q: 3 clusters Score -1446870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1446869.250000 Penalty: 3070.375000
	Iteration 26Q: 3 clusters Score -1446869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1446869.250000 Penalty: 3070.375000
	Iteration 27F: 3 clusters Score -1446869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Entering Unmasked Estep 
Score: -1717507.750000 Penalty: 1560.123413
	Iteration 0F: 2 clusters Score -1717508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1707284.125000 Penalty: 3120.246826
	Iteration 0F: 3 clusters Score -1707284 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1710767.750000 Penalty: 3120.246826
	Iteration 1F: 3 clusters Score -1710768 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1711019.000000 Penalty: 3120.246826
	Iteration 2Q: 3 clusters Score -1711019 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1711248.000000 Penalty: 3120.246826
	Iteration 3Q: 3 clusters Score -1711248 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1711412.000000 Penalty: 3120.246826
	Iteration 4Q: 3 clusters Score -1711412 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1711553.750000 Penalty: 3120.246826
	Iteration 5Q: 3 clusters Score -1711554 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1711710.250000 Penalty: 3120.246826
	Iteration 6Q: 3 clusters Score -1711710 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1711910.750000 Penalty: 3120.246826
	Iteration 7Q: 3 clusters Score -1711911 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1712181.125000 Penalty: 3120.246826
	Iteration 8Q: 3 clusters Score -1712181 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1712545.125000 Penalty: 3120.246826
	Iteration 9Q: 3 clusters Score -1712545 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1713020.375000 Penalty: 3120.246826
	Iteration 10F: 3 clusters Score -1713020 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1713566.500000 Penalty: 3120.246826
	Iteration 11F: 3 clusters Score -1713566 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1714184.875000 Penalty: 3120.246826
	Iteration 12F: 3 clusters Score -1714185 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1714766.500000 Penalty: 3120.246826
	Iteration 13Q: 3 clusters Score -1714766 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1715269.250000 Penalty: 3120.246826
	Iteration 14Q: 3 clusters Score -1715269 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1715618.375000 Penalty: 3120.246826
	Iteration 15Q: 3 clusters Score -1715618 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1715843.375000 Penalty: 3120.246826
	Iteration 16Q: 3 clusters Score -1715843 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1715972.500000 Penalty: 3120.246826
	Iteration 17Q: 3 clusters Score -1715972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1716048.750000 Penalty: 3120.246826
	Iteration 18Q: 3 clusters Score -1716049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1716089.125000 Penalty: 3120.246826
	Iteration 19Q: 3 clusters Score -1716089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1716104.750000 Penalty: 3120.246826
	Iteration 20F: 3 clusters Score -1716105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1716124.000000 Penalty: 3120.246826
	Iteration 21Q: 3 clusters Score -1716124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1716138.750000 Penalty: 3120.246826
	Iteration 22Q: 3 clusters Score -1716139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1716148.000000 Penalty: 3120.246826
	Iteration 23Q: 3 clusters Score -1716148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1716152.500000 Penalty: 3120.246826
	Iteration 24Q: 3 clusters Score -1716152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1716155.375000 Penalty: 3120.246826
	Iteration 25Q: 3 clusters Score -1716155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1716157.000000 Penalty: 3120.246826
	Iteration 26Q: 3 clusters Score -1716157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1716157.500000 Penalty: 3120.246826
	Iteration 27Q: 3 clusters Score -1716158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1716159.750000 Penalty: 3120.246826
	Iteration 28Q: 3 clusters Score -1716160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1716160.250000 Penalty: 3120.246826
	Iteration 29Q: 3 clusters Score -1716160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1716160.250000 Penalty: 3120.246826
	Iteration 30F: 3 clusters Score -1716160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (135672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135672 members 
Entering Unmasked Estep 
Score: -15604099.000000 Penalty: 1920.424194
	Iteration 0F: 2 clusters Score -1.56041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -15520215.000000 Penalty: 3840.848389
	Iteration 0F: 3 clusters Score -1.552022e+07 nChanged 65267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -15558784.000000 Penalty: 3840.848389
	Iteration 1F: 3 clusters Score -1.555878e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -15560029.000000 Penalty: 3840.848389
	Iteration 2Q: 3 clusters Score -1.556003e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -15561617.000000 Penalty: 3840.848389
	Iteration 3Q: 3 clusters Score -1.556162e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -15563942.000000 Penalty: 3840.848389
	Iteration 4Q: 3 clusters Score -1.556394e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -15567886.000000 Penalty: 3840.848389
	Iteration 5F: 3 clusters Score -1.556789e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -15573790.000000 Penalty: 3840.848389
	Iteration 6F: 3 clusters Score -1.557379e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -15581243.000000 Penalty: 3840.848389
	Iteration 7F: 3 clusters Score -1.558124e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -15588183.000000 Penalty: 3840.848389
	Iteration 8F: 3 clusters Score -1.558818e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108656 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -15592874.000000 Penalty: 3840.848389
	Iteration 9Q: 3 clusters Score -1.559287e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112443 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -15595746.000000 Penalty: 3840.848389
	Iteration 10Q: 3 clusters Score -1.559575e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115888 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -15597530.000000 Penalty: 3840.848389
	Iteration 11Q: 3 clusters Score -1.559753e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119087 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -15598946.000000 Penalty: 3840.848389
	Iteration 12Q: 3 clusters Score -1.559895e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121922 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -15600078.000000 Penalty: 3840.848389
	Iteration 13Q: 3 clusters Score -1.560008e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124324 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -15600933.000000 Penalty: 3840.848389
	Iteration 14Q: 3 clusters Score -1.560093e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126276 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -15601527.000000 Penalty: 3840.848389
	Iteration 15Q: 3 clusters Score -1.560153e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127781 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -15601913.000000 Penalty: 3840.848389
	Iteration 16Q: 3 clusters Score -1.560191e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129004 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -15602261.000000 Penalty: 3840.848389
	Iteration 17Q: 3 clusters Score -1.560226e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129988 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -15602389.000000 Penalty: 3840.848389
	Iteration 18Q: 3 clusters Score -1.560239e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130773 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -15602465.000000 Penalty: 3840.848389
	Iteration 19Q: 3 clusters Score -1.560246e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131436 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -15602574.000000 Penalty: 3840.848389
	Iteration 20F: 3 clusters Score -1.560257e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132003 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -15602645.000000 Penalty: 3840.848389
	Iteration 21Q: 3 clusters Score -1.560264e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132479 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -15602655.000000 Penalty: 3840.848389
	Iteration 22Q: 3 clusters Score -1.560266e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132858 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -15602635.000000 Penalty: 3840.848389
	Iteration 23Q: 3 clusters Score -1.560264e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133177 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -15602673.000000 Penalty: 3840.848389
	Iteration 24Q: 3 clusters Score -1.560267e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133481 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -15602651.000000 Penalty: 3840.848389
	Iteration 25Q: 3 clusters Score -1.560265e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133742 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -15602619.000000 Penalty: 3840.848389
	Iteration 26Q: 3 clusters Score -1.560262e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133970 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -15602559.000000 Penalty: 3840.848389
	Iteration 27Q: 3 clusters Score -1.560256e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134173 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -15602641.000000 Penalty: 3840.848389
	Iteration 28Q: 3 clusters Score -1.560264e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134362 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -15602674.000000 Penalty: 3840.848389
	Iteration 29Q: 3 clusters Score -1.560267e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134518 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -15602648.000000 Penalty: 3840.848389
	Iteration 30Q: 3 clusters Score -1.560265e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134642 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -15602663.000000 Penalty: 3840.848389
	Iteration 31Q: 3 clusters Score -1.560266e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134746 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -15602645.000000 Penalty: 3840.848389
	Iteration 32Q: 3 clusters Score -1.560264e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134831 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -15602661.000000 Penalty: 3840.848389
	Iteration 33Q: 3 clusters Score -1.560266e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134892 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -15602657.000000 Penalty: 3840.848389
	Iteration 34Q: 3 clusters Score -1.560266e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134943 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -15602679.000000 Penalty: 3840.848389
	Iteration 35Q: 3 clusters Score -1.560268e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134988 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -15602682.000000 Penalty: 3840.848389
	Iteration 36Q: 3 clusters Score -1.560268e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135029 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -15602703.000000 Penalty: 3840.848389
	Iteration 37Q: 3 clusters Score -1.56027e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135066 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -15602715.000000 Penalty: 3840.848389
	Iteration 38Q: 3 clusters Score -1.560272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135092 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -15602702.000000 Penalty: 3840.848389
	Iteration 39Q: 3 clusters Score -1.56027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135111 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15602704.000000 Penalty: 3840.848389
	Iteration 40F: 3 clusters Score -1.56027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135127 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15602702.000000 Penalty: 3840.848389
	Iteration 41Q: 3 clusters Score -1.56027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135141 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -15602719.000000 Penalty: 3840.848389
	Iteration 42Q: 3 clusters Score -1.560272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135156 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -15602733.000000 Penalty: 3840.848389
	Iteration 43Q: 3 clusters Score -1.560273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135163 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15602733.000000 Penalty: 3840.848389
	Iteration 44Q: 3 clusters Score -1.560273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15602729.000000 Penalty: 3840.848389
	Iteration 45Q: 3 clusters Score -1.560273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135168 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -15602720.000000 Penalty: 3840.848389
	Iteration 46Q: 3 clusters Score -1.560272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135171 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -15602730.000000 Penalty: 3840.848389
	Iteration 47Q: 3 clusters Score -1.560273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135175 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15602730.000000 Penalty: 3840.848389
	Iteration 48Q: 3 clusters Score -1.560273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135180 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -15602714.000000 Penalty: 3840.848389
	Iteration 49Q: 3 clusters Score -1.560271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135185 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -15602730.000000 Penalty: 3840.848389
	Iteration 50Q: 3 clusters Score -1.560273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135190 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -15602713.000000 Penalty: 3840.848389
	Iteration 51Q: 3 clusters Score -1.560271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135193 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -15602709.000000 Penalty: 3840.848389
	Iteration 52Q: 3 clusters Score -1.560271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135196 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -15602710.000000 Penalty: 3840.848389
	Iteration 53Q: 3 clusters Score -1.560271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135196 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -15602711.000000 Penalty: 3840.848389
	Iteration 54Q: 3 clusters Score -1.560271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135199 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -15602727.000000 Penalty: 3840.848389
	Iteration 55Q: 3 clusters Score -1.560273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135198 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -15602725.000000 Penalty: 3840.848389
	Iteration 56Q: 3 clusters Score -1.560272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135199 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -15602725.000000 Penalty: 3840.848389
	Iteration 57Q: 3 clusters Score -1.560272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135200 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -15602716.000000 Penalty: 3840.848389
	Iteration 58Q: 3 clusters Score -1.560272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135201 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15602716.000000 Penalty: 3840.848389
	Iteration 59Q: 3 clusters Score -1.560272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135201 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15602716.000000 Penalty: 3840.848389
	Iteration 60F: 3 clusters Score -1.560272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -44977.152344 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -44977.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43969.007812 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -43969.01 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44126.054688 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -44126.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44177.214844 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -44177.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44203.527344 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -44203.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44213.304688 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -44213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44218.898438 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -44218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44221.542969 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -44221.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44222.246094 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -44222.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44222.246094 Penalty: 1981.143066
	Iteration 8F: 3 clusters Score -44222.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -118511.109375 Penalty: 1128.570801
	Iteration 0F: 2 clusters Score -118511.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117080.164062 Penalty: 2257.141602
	Iteration 0F: 3 clusters Score -117080.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117290.281250 Penalty: 2257.141602
	Iteration 1F: 3 clusters Score -117290.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117352.382812 Penalty: 2257.141602
	Iteration 2F: 3 clusters Score -117352.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -117376.507812 Penalty: 2257.141602
	Iteration 3Q: 3 clusters Score -117376.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117395.757812 Penalty: 2257.141602
	Iteration 4Q: 3 clusters Score -117395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117409.164062 Penalty: 2257.141602
	Iteration 5Q: 3 clusters Score -117409.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -117418.250000 Penalty: 2257.141602
	Iteration 6Q: 3 clusters Score -117418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117424.398438 Penalty: 2257.141602
	Iteration 7Q: 3 clusters Score -117424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117427.179688 Penalty: 2257.141602
	Iteration 8Q: 3 clusters Score -117427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117429.320312 Penalty: 2257.141602
	Iteration 9Q: 3 clusters Score -117429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117429.781250 Penalty: 2257.141602
	Iteration 10Q: 3 clusters Score -117429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117429.781250 Penalty: 2257.141602
	Iteration 11F: 3 clusters Score -117429.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -386639.937500 Penalty: 1319.837036
	Iteration 0F: 2 clusters Score -386639.9 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 1757 members 
Entering Unmasked Estep 
Score: -383682.281250 Penalty: 2639.674072
	Iteration 0F: 3 clusters Score -383682.3 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -384594.468750 Penalty: 2639.674072
	Iteration 1F: 3 clusters Score -384594.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -384884.531250 Penalty: 2639.674072
	Iteration 2F: 3 clusters Score -384884.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -385078.968750 Penalty: 2639.674072
	Iteration 3F: 3 clusters Score -385079 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -385238.531250 Penalty: 2639.674072
	Iteration 4F: 3 clusters Score -385238.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -385355.593750 Penalty: 2639.674072
	Iteration 5Q: 3 clusters Score -385355.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -385460.093750 Penalty: 2639.674072
	Iteration 6Q: 3 clusters Score -385460.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -385538.656250 Penalty: 2639.674072
	Iteration 7Q: 3 clusters Score -385538.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -385587.406250 Penalty: 2639.674072
	Iteration 8Q: 3 clusters Score -385587.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -385629.500000 Penalty: 2639.674072
	Iteration 9Q: 3 clusters Score -385629.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -385669.125000 Penalty: 2639.674072
	Iteration 10Q: 3 clusters Score -385669.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -385694.156250 Penalty: 2639.674072
	Iteration 11Q: 3 clusters Score -385694.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -385713.125000 Penalty: 2639.674072
	Iteration 12Q: 3 clusters Score -385713.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -385730.093750 Penalty: 2639.674072
	Iteration 13Q: 3 clusters Score -385730.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -385746.500000 Penalty: 2639.674072
	Iteration 14Q: 3 clusters Score -385746.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -385765.718750 Penalty: 2639.674072
	Iteration 15Q: 3 clusters Score -385765.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -385777.843750 Penalty: 2639.674072
	Iteration 16Q: 3 clusters Score -385777.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -385787.093750 Penalty: 2639.674072
	Iteration 17Q: 3 clusters Score -385787.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -385801.625000 Penalty: 2639.674072
	Iteration 18Q: 3 clusters Score -385801.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -385810.125000 Penalty: 2639.674072
	Iteration 19Q: 3 clusters Score -385810.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -385815.562500 Penalty: 2639.674072
	Iteration 20F: 3 clusters Score -385815.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -385819.562500 Penalty: 2639.674072
	Iteration 21Q: 3 clusters Score -385819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -385824.343750 Penalty: 2639.674072
	Iteration 22Q: 3 clusters Score -385824.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -385830.218750 Penalty: 2639.674072
	Iteration 23Q: 3 clusters Score -385830.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -385834.281250 Penalty: 2639.674072
	Iteration 24Q: 3 clusters Score -385834.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -385838.875000 Penalty: 2639.674072
	Iteration 25Q: 3 clusters Score -385838.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -385842.687500 Penalty: 2639.674072
	Iteration 26Q: 3 clusters Score -385842.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -385845.531250 Penalty: 2639.674072
	Iteration 27Q: 3 clusters Score -385845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -385847.687500 Penalty: 2639.674072
	Iteration 28Q: 3 clusters Score -385847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -385848.531250 Penalty: 2639.674072
	Iteration 29Q: 3 clusters Score -385848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -385849.062500 Penalty: 2639.674072
	Iteration 30Q: 3 clusters Score -385849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -385851.156250 Penalty: 2639.674072
	Iteration 31Q: 3 clusters Score -385851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -385852.625000 Penalty: 2639.674072
	Iteration 32Q: 3 clusters Score -385852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -385853.468750 Penalty: 2639.674072
	Iteration 33Q: 3 clusters Score -385853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -385853.468750 Penalty: 2639.674072
	Iteration 34F: 3 clusters Score -385853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (120439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120439 members 
Entering Unmasked Estep 
Score: -14091780.000000 Penalty: 1901.070923
	Iteration 0F: 2 clusters Score -1.409178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -14018867.000000 Penalty: 3802.141846
	Iteration 0F: 3 clusters Score -1.401887e+07 nChanged 57704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -14052863.000000 Penalty: 3802.141846
	Iteration 1F: 3 clusters Score -1.405286e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -14053920.000000 Penalty: 3802.141846
	Iteration 2Q: 3 clusters Score -1.405392e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -14055113.000000 Penalty: 3802.141846
	Iteration 3Q: 3 clusters Score -1.405511e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 66858 members 
Entering Unmasked Estep 
Score: -14056768.000000 Penalty: 3802.141846
	Iteration 4Q: 3 clusters Score -1.405677e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -14059231.000000 Penalty: 3802.141846
	Iteration 5Q: 3 clusters Score -1.405923e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -14062632.000000 Penalty: 3802.141846
	Iteration 6F: 3 clusters Score -1.406263e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -14067464.000000 Penalty: 3802.141846
	Iteration 7F: 3 clusters Score -1.406746e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -14072973.000000 Penalty: 3802.141846
	Iteration 8F: 3 clusters Score -1.407297e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -14077518.000000 Penalty: 3802.141846
	Iteration 9F: 3 clusters Score -1.407752e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -14080734.000000 Penalty: 3802.141846
	Iteration 10Q: 3 clusters Score -1.408073e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -14082935.000000 Penalty: 3802.141846
	Iteration 11Q: 3 clusters Score -1.408294e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -14084634.000000 Penalty: 3802.141846
	Iteration 12Q: 3 clusters Score -1.408463e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -14086174.000000 Penalty: 3802.141846
	Iteration 13Q: 3 clusters Score -1.408617e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -14087198.000000 Penalty: 3802.141846
	Iteration 14Q: 3 clusters Score -1.40872e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 105474 members 
Entering Unmasked Estep 
Score: -14088010.000000 Penalty: 3802.141846
	Iteration 15Q: 3 clusters Score -1.408801e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 106565 members 
Entering Unmasked Estep 
Score: -14088558.000000 Penalty: 3802.141846
	Iteration 16Q: 3 clusters Score -1.408856e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -14089025.000000 Penalty: 3802.141846
	Iteration 17Q: 3 clusters Score -1.408902e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -14089331.000000 Penalty: 3802.141846
	Iteration 18Q: 3 clusters Score -1.408933e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -14089640.000000 Penalty: 3802.141846
	Iteration 19Q: 3 clusters Score -1.408964e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 110125 members 
Entering Unmasked Estep 
Score: -14089850.000000 Penalty: 3802.141846
	Iteration 20F: 3 clusters Score -1.408985e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 110884 members 
Entering Unmasked Estep 
Score: -14090039.000000 Penalty: 3802.141846
	Iteration 21Q: 3 clusters Score -1.409004e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 111616 members 
Entering Unmasked Estep 
Score: -14090131.000000 Penalty: 3802.141846
	Iteration 22Q: 3 clusters Score -1.409013e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 112300 members 
Entering Unmasked Estep 
Score: -14090165.000000 Penalty: 3802.141846
	Iteration 23Q: 3 clusters Score -1.409016e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 112952 members 
Entering Unmasked Estep 
Score: -14090159.000000 Penalty: 3802.141846
	Iteration 24Q: 3 clusters Score -1.409016e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 113584 members 
Entering Unmasked Estep 
Score: -14090163.000000 Penalty: 3802.141846
	Iteration 25Q: 3 clusters Score -1.409016e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 114165 members 
Entering Unmasked Estep 
Score: -14090122.000000 Penalty: 3802.141846
	Iteration 26Q: 3 clusters Score -1.409012e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 114723 members 
Entering Unmasked Estep 
Score: -14090091.000000 Penalty: 3802.141846
	Iteration 27Q: 3 clusters Score -1.409009e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 115244 members 
Entering Unmasked Estep 
Score: -14090100.000000 Penalty: 3802.141846
	Iteration 28Q: 3 clusters Score -1.40901e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
Score: -14090085.000000 Penalty: 3802.141846
	Iteration 29Q: 3 clusters Score -1.409008e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -14090165.000000 Penalty: 3802.141846
	Iteration 30Q: 3 clusters Score -1.409016e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 116597 members 
Entering Unmasked Estep 
Score: -14090208.000000 Penalty: 3802.141846
	Iteration 31Q: 3 clusters Score -1.409021e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 116971 members 
Entering Unmasked Estep 
Score: -14090226.000000 Penalty: 3802.141846
	Iteration 32Q: 3 clusters Score -1.409023e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 117317 members 
Entering Unmasked Estep 
Score: -14090224.000000 Penalty: 3802.141846
	Iteration 33Q: 3 clusters Score -1.409022e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 117615 members 
Entering Unmasked Estep 
Score: -14090251.000000 Penalty: 3802.141846
	Iteration 34Q: 3 clusters Score -1.409025e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 117874 members 
Entering Unmasked Estep 
Score: -14090286.000000 Penalty: 3802.141846
	Iteration 35Q: 3 clusters Score -1.409029e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 118098 members 
Entering Unmasked Estep 
Score: -14090273.000000 Penalty: 3802.141846
	Iteration 36Q: 3 clusters Score -1.409027e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 118293 members 
Entering Unmasked Estep 
Score: -14090265.000000 Penalty: 3802.141846
	Iteration 37Q: 3 clusters Score -1.409026e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 118461 members 
Entering Unmasked Estep 
Score: -14090276.000000 Penalty: 3802.141846
	Iteration 38Q: 3 clusters Score -1.409028e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 118596 members 
Entering Unmasked Estep 
Score: -14090300.000000 Penalty: 3802.141846
	Iteration 39Q: 3 clusters Score -1.40903e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -14090317.000000 Penalty: 3802.141846
	Iteration 40F: 3 clusters Score -1.409032e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 118815 members 
Entering Unmasked Estep 
Score: -14090332.000000 Penalty: 3802.141846
	Iteration 41Q: 3 clusters Score -1.409033e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 118897 members 
Entering Unmasked Estep 
Score: -14090335.000000 Penalty: 3802.141846
	Iteration 42Q: 3 clusters Score -1.409034e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 118966 members 
Entering Unmasked Estep 
Score: -14090335.000000 Penalty: 3802.141846
	Iteration 43Q: 3 clusters Score -1.409034e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 119024 members 
Entering Unmasked Estep 
Score: -14090371.000000 Penalty: 3802.141846
	Iteration 44Q: 3 clusters Score -1.409037e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 119081 members 
Entering Unmasked Estep 
Score: -14090396.000000 Penalty: 3802.141846
	Iteration 45Q: 3 clusters Score -1.40904e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 119121 members 
Entering Unmasked Estep 
Score: -14090395.000000 Penalty: 3802.141846
	Iteration 46Q: 3 clusters Score -1.40904e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 119157 members 
Entering Unmasked Estep 
Score: -14090410.000000 Penalty: 3802.141846
	Iteration 47Q: 3 clusters Score -1.409041e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 119182 members 
Entering Unmasked Estep 
Score: -14090414.000000 Penalty: 3802.141846
	Iteration 48Q: 3 clusters Score -1.409041e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 119208 members 
Entering Unmasked Estep 
Score: -14090419.000000 Penalty: 3802.141846
	Iteration 49Q: 3 clusters Score -1.409042e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 119229 members 
Entering Unmasked Estep 
Score: -14090396.000000 Penalty: 3802.141846
	Iteration 50Q: 3 clusters Score -1.40904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 119248 members 
Entering Unmasked Estep 
Score: -14090398.000000 Penalty: 3802.141846
	Iteration 51Q: 3 clusters Score -1.40904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 119266 members 
Entering Unmasked Estep 
Score: -14090405.000000 Penalty: 3802.141846
	Iteration 52Q: 3 clusters Score -1.40904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 119279 members 
Entering Unmasked Estep 
Score: -14090408.000000 Penalty: 3802.141846
	Iteration 53Q: 3 clusters Score -1.409041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -14090410.000000 Penalty: 3802.141846
	Iteration 54Q: 3 clusters Score -1.409041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 119309 members 
Entering Unmasked Estep 
Score: -14090406.000000 Penalty: 3802.141846
	Iteration 55Q: 3 clusters Score -1.409041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 119320 members 
Entering Unmasked Estep 
Score: -14090416.000000 Penalty: 3802.141846
	Iteration 56Q: 3 clusters Score -1.409042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 119333 members 
Entering Unmasked Estep 
Score: -14090427.000000 Penalty: 3802.141846
	Iteration 57Q: 3 clusters Score -1.409043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 119337 members 
Entering Unmasked Estep 
Score: -14090418.000000 Penalty: 3802.141846
	Iteration 58Q: 3 clusters Score -1.409042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -14090413.000000 Penalty: 3802.141846
	Iteration 59Q: 3 clusters Score -1.409041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
Score: -14090422.000000 Penalty: 3802.141846
	Iteration 60F: 3 clusters Score -1.409042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -14090421.000000 Penalty: 3802.141846
	Iteration 61Q: 3 clusters Score -1.409042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 119358 members 
Entering Unmasked Estep 
Score: -14090437.000000 Penalty: 3802.141846
	Iteration 62Q: 3 clusters Score -1.409044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 119362 members 
Entering Unmasked Estep 
Score: -14090438.000000 Penalty: 3802.141846
	Iteration 63Q: 3 clusters Score -1.409044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 119365 members 
Entering Unmasked Estep 
Score: -14090436.000000 Penalty: 3802.141846
	Iteration 64Q: 3 clusters Score -1.409044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 119366 members 
Entering Unmasked Estep 
Score: -14090437.000000 Penalty: 3802.141846
	Iteration 65Q: 3 clusters Score -1.409044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 119369 members 
Entering Unmasked Estep 
Score: -14090439.000000 Penalty: 3802.141846
	Iteration 66Q: 3 clusters Score -1.409044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -14090434.000000 Penalty: 3802.141846
	Iteration 67Q: 3 clusters Score -1.409043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -14090434.000000 Penalty: 3802.141846
	Iteration 68F: 3 clusters Score -1.409043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -14850.880859 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -14850.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14220.873047 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -14220.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14377.314453 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -14377.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14402.539062 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -14402.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14406.117188 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -14406.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14417.162109 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -14417.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14432.970703 Penalty: 1737.809937
	Iteration 5Q: 3 clusters Score -14432.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14471.934570 Penalty: 1737.809937
	Iteration 6F: 3 clusters Score -14471.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14553.623047 Penalty: 1737.809937
	Iteration 7Q: 3 clusters Score -14553.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14658.564453 Penalty: 1737.809937
	Iteration 8Q: 3 clusters Score -14658.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14698.260742 Penalty: 1737.809937
	Iteration 9Q: 3 clusters Score -14698.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14703.344727 Penalty: 1737.809937
	Iteration 10Q: 3 clusters Score -14703.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14703.344727 Penalty: 1737.809937
	Iteration 11F: 3 clusters Score -14703.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -293887.156250 Penalty: 1272.766724
	Iteration 0F: 2 clusters Score -293887.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -291450.312500 Penalty: 2545.533447
	Iteration 0F: 3 clusters Score -291450.3 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -292058.062500 Penalty: 2545.533447
	Iteration 1F: 3 clusters Score -292058.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -292187.562500 Penalty: 2545.533447
	Iteration 2F: 3 clusters Score -292187.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -292254.687500 Penalty: 2545.533447
	Iteration 3Q: 3 clusters Score -292254.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -292322.625000 Penalty: 2545.533447
	Iteration 4Q: 3 clusters Score -292322.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -292370.062500 Penalty: 2545.533447
	Iteration 5Q: 3 clusters Score -292370.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -292405.968750 Penalty: 2545.533447
	Iteration 6Q: 3 clusters Score -292406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -292440.093750 Penalty: 2545.533447
	Iteration 7Q: 3 clusters Score -292440.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -292477.000000 Penalty: 2545.533447
	Iteration 8Q: 3 clusters Score -292477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -292493.125000 Penalty: 2545.533447
	Iteration 9Q: 3 clusters Score -292493.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -292503.000000 Penalty: 2545.533447
	Iteration 10Q: 3 clusters Score -292503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -292515.968750 Penalty: 2545.533447
	Iteration 11Q: 3 clusters Score -292516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -292530.531250 Penalty: 2545.533447
	Iteration 12Q: 3 clusters Score -292530.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -292542.687500 Penalty: 2545.533447
	Iteration 13Q: 3 clusters Score -292542.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -292550.812500 Penalty: 2545.533447
	Iteration 14Q: 3 clusters Score -292550.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -292559.125000 Penalty: 2545.533447
	Iteration 15Q: 3 clusters Score -292559.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -292566.625000 Penalty: 2545.533447
	Iteration 16Q: 3 clusters Score -292566.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -292572.156250 Penalty: 2545.533447
	Iteration 17Q: 3 clusters Score -292572.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -292578.312500 Penalty: 2545.533447
	Iteration 18Q: 3 clusters Score -292578.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -292582.562500 Penalty: 2545.533447
	Iteration 19Q: 3 clusters Score -292582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -292584.968750 Penalty: 2545.533447
	Iteration 20F: 3 clusters Score -292585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -292586.843750 Penalty: 2545.533447
	Iteration 21Q: 3 clusters Score -292586.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -292588.562500 Penalty: 2545.533447
	Iteration 22Q: 3 clusters Score -292588.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -292591.343750 Penalty: 2545.533447
	Iteration 23Q: 3 clusters Score -292591.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -292595.812500 Penalty: 2545.533447
	Iteration 24Q: 3 clusters Score -292595.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -292599.531250 Penalty: 2545.533447
	Iteration 25Q: 3 clusters Score -292599.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -292601.937500 Penalty: 2545.533447
	Iteration 26Q: 3 clusters Score -292601.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -292605.750000 Penalty: 2545.533447
	Iteration 27Q: 3 clusters Score -292605.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -292611.375000 Penalty: 2545.533447
	Iteration 28Q: 3 clusters Score -292611.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -292616.062500 Penalty: 2545.533447
	Iteration 29Q: 3 clusters Score -292616.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -292622.718750 Penalty: 2545.533447
	Iteration 30Q: 3 clusters Score -292622.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -292626.031250 Penalty: 2545.533447
	Iteration 31Q: 3 clusters Score -292626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -292626.281250 Penalty: 2545.533447
	Iteration 32Q: 3 clusters Score -292626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -292626.906250 Penalty: 2545.533447
	Iteration 33Q: 3 clusters Score -292626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -292627.468750 Penalty: 2545.533447
	Iteration 34Q: 3 clusters Score -292627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -292628.843750 Penalty: 2545.533447
	Iteration 35Q: 3 clusters Score -292628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -292630.406250 Penalty: 2545.533447
	Iteration 36Q: 3 clusters Score -292630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -292632.125000 Penalty: 2545.533447
	Iteration 37Q: 3 clusters Score -292632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -292633.500000 Penalty: 2545.533447
	Iteration 38Q: 3 clusters Score -292633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -292634.687500 Penalty: 2545.533447
	Iteration 39Q: 3 clusters Score -292634.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -292636.000000 Penalty: 2545.533447
	Iteration 40F: 3 clusters Score -292636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -292637.500000 Penalty: 2545.533447
	Iteration 41Q: 3 clusters Score -292637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -292638.343750 Penalty: 2545.533447
	Iteration 42Q: 3 clusters Score -292638.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -292638.343750 Penalty: 2545.533447
	Iteration 43F: 3 clusters Score -292638.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Entering Unmasked Estep 
Score: -966190.500000 Penalty: 1476.221069
	Iteration 0F: 2 clusters Score -966190.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -959879.250000 Penalty: 2952.442139
	Iteration 0F: 3 clusters Score -959879.2 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -961719.562500 Penalty: 2952.442139
	Iteration 1F: 3 clusters Score -961719.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -961994.937500 Penalty: 2952.442139
	Iteration 2F: 3 clusters Score -961994.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -962265.375000 Penalty: 2952.442139
	Iteration 3F: 3 clusters Score -962265.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -962559.187500 Penalty: 2952.442139
	Iteration 4F: 3 clusters Score -962559.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -962903.812500 Penalty: 2952.442139
	Iteration 5F: 3 clusters Score -962903.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -963306.562500 Penalty: 2952.442139
	Iteration 6F: 3 clusters Score -963306.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -963707.375000 Penalty: 2952.442139
	Iteration 7F: 3 clusters Score -963707.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -964029.937500 Penalty: 2952.442139
	Iteration 8Q: 3 clusters Score -964029.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -964291.625000 Penalty: 2952.442139
	Iteration 9Q: 3 clusters Score -964291.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -964500.062500 Penalty: 2952.442139
	Iteration 10Q: 3 clusters Score -964500.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -964705.625000 Penalty: 2952.442139
	Iteration 11Q: 3 clusters Score -964705.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -964886.000000 Penalty: 2952.442139
	Iteration 12Q: 3 clusters Score -964886 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -964997.687500 Penalty: 2952.442139
	Iteration 13Q: 3 clusters Score -964997.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -965061.187500 Penalty: 2952.442139
	Iteration 14Q: 3 clusters Score -965061.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -965094.250000 Penalty: 2952.442139
	Iteration 15Q: 3 clusters Score -965094.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -965107.375000 Penalty: 2952.442139
	Iteration 16Q: 3 clusters Score -965107.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -965120.625000 Penalty: 2952.442139
	Iteration 17Q: 3 clusters Score -965120.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -965131.125000 Penalty: 2952.442139
	Iteration 18Q: 3 clusters Score -965131.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -965137.437500 Penalty: 2952.442139
	Iteration 19Q: 3 clusters Score -965137.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -965145.750000 Penalty: 2952.442139
	Iteration 20F: 3 clusters Score -965145.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -965153.812500 Penalty: 2952.442139
	Iteration 21Q: 3 clusters Score -965153.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -965154.437500 Penalty: 2952.442139
	Iteration 22Q: 3 clusters Score -965154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -965153.687500 Penalty: 2952.442139
	Iteration 23Q: 3 clusters Score -965153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -965153.125000 Penalty: 2952.442139
	Iteration 24Q: 3 clusters Score -965153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -965153.812500 Penalty: 2952.442139
	Iteration 25Q: 3 clusters Score -965153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -965155.500000 Penalty: 2952.442139
	Iteration 26Q: 3 clusters Score -965155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -965156.562500 Penalty: 2952.442139
	Iteration 27Q: 3 clusters Score -965156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -965155.625000 Penalty: 2952.442139
	Iteration 28Q: 3 clusters Score -965155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -965157.375000 Penalty: 2952.442139
	Iteration 29Q: 3 clusters Score -965157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -965156.187500 Penalty: 2952.442139
	Iteration 30Q: 3 clusters Score -965156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -965158.250000 Penalty: 2952.442139
	Iteration 31Q: 3 clusters Score -965158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -965159.312500 Penalty: 2952.442139
	Iteration 32Q: 3 clusters Score -965159.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -965159.750000 Penalty: 2952.442139
	Iteration 33Q: 3 clusters Score -965159.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -965160.875000 Penalty: 2952.442139
	Iteration 34Q: 3 clusters Score -965160.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -965161.875000 Penalty: 2952.442139
	Iteration 35Q: 3 clusters Score -965161.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -965164.437500 Penalty: 2952.442139
	Iteration 36Q: 3 clusters Score -965164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -965166.000000 Penalty: 2952.442139
	Iteration 37Q: 3 clusters Score -965166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -965167.937500 Penalty: 2952.442139
	Iteration 38Q: 3 clusters Score -965167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -965168.000000 Penalty: 2952.442139
	Iteration 39Q: 3 clusters Score -965168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -965168.125000 Penalty: 2952.442139
	Iteration 40F: 3 clusters Score -965168.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -286427.000000 Penalty: 1276.526001
	Iteration 0F: 2 clusters Score -286427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -283956.406250 Penalty: 2553.052002
	Iteration 0F: 3 clusters Score -283956.4 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -284539.187500 Penalty: 2553.052002
	Iteration 1F: 3 clusters Score -284539.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -284683.625000 Penalty: 2553.052002
	Iteration 2F: 3 clusters Score -284683.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -284765.281250 Penalty: 2553.052002
	Iteration 3Q: 3 clusters Score -284765.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -284825.750000 Penalty: 2553.052002
	Iteration 4Q: 3 clusters Score -284825.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -284885.343750 Penalty: 2553.052002
	Iteration 5Q: 3 clusters Score -284885.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -284937.406250 Penalty: 2553.052002
	Iteration 6Q: 3 clusters Score -284937.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -284978.343750 Penalty: 2553.052002
	Iteration 7Q: 3 clusters Score -284978.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -285012.468750 Penalty: 2553.052002
	Iteration 8Q: 3 clusters Score -285012.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -285038.906250 Penalty: 2553.052002
	Iteration 9Q: 3 clusters Score -285038.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -285079.062500 Penalty: 2553.052002
	Iteration 10Q: 3 clusters Score -285079.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -285123.093750 Penalty: 2553.052002
	Iteration 11Q: 3 clusters Score -285123.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -285160.375000 Penalty: 2553.052002
	Iteration 12Q: 3 clusters Score -285160.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -285200.093750 Penalty: 2553.052002
	Iteration 13Q: 3 clusters Score -285200.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -285234.875000 Penalty: 2553.052002
	Iteration 14Q: 3 clusters Score -285234.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -285252.843750 Penalty: 2553.052002
	Iteration 15Q: 3 clusters Score -285252.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -285265.156250 Penalty: 2553.052002
	Iteration 16Q: 3 clusters Score -285265.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -285275.843750 Penalty: 2553.052002
	Iteration 17Q: 3 clusters Score -285275.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -285282.750000 Penalty: 2553.052002
	Iteration 18Q: 3 clusters Score -285282.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -285287.687500 Penalty: 2553.052002
	Iteration 19Q: 3 clusters Score -285287.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -285294.000000 Penalty: 2553.052002
	Iteration 20F: 3 clusters Score -285294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -285301.593750 Penalty: 2553.052002
	Iteration 21Q: 3 clusters Score -285301.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -285309.187500 Penalty: 2553.052002
	Iteration 22Q: 3 clusters Score -285309.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -285316.593750 Penalty: 2553.052002
	Iteration 23Q: 3 clusters Score -285316.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -285323.312500 Penalty: 2553.052002
	Iteration 24Q: 3 clusters Score -285323.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -285328.906250 Penalty: 2553.052002
	Iteration 25Q: 3 clusters Score -285328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -285334.750000 Penalty: 2553.052002
	Iteration 26Q: 3 clusters Score -285334.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -285341.593750 Penalty: 2553.052002
	Iteration 27Q: 3 clusters Score -285341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -285347.718750 Penalty: 2553.052002
	Iteration 28Q: 3 clusters Score -285347.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -285352.781250 Penalty: 2553.052002
	Iteration 29Q: 3 clusters Score -285352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -285358.875000 Penalty: 2553.052002
	Iteration 30Q: 3 clusters Score -285358.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -285363.093750 Penalty: 2553.052002
	Iteration 31Q: 3 clusters Score -285363.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -285367.968750 Penalty: 2553.052002
	Iteration 32Q: 3 clusters Score -285368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -285371.406250 Penalty: 2553.052002
	Iteration 33Q: 3 clusters Score -285371.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -285378.625000 Penalty: 2553.052002
	Iteration 34Q: 3 clusters Score -285378.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -285385.593750 Penalty: 2553.052002
	Iteration 35Q: 3 clusters Score -285385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -285390.656250 Penalty: 2553.052002
	Iteration 36Q: 3 clusters Score -285390.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -285395.468750 Penalty: 2553.052002
	Iteration 37Q: 3 clusters Score -285395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -285397.031250 Penalty: 2553.052002
	Iteration 38Q: 3 clusters Score -285397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -285400.281250 Penalty: 2553.052002
	Iteration 39Q: 3 clusters Score -285400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -285402.500000 Penalty: 2553.052002
	Iteration 40F: 3 clusters Score -285402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -285403.812500 Penalty: 2553.052002
	Iteration 41Q: 3 clusters Score -285403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -285404.687500 Penalty: 2553.052002
	Iteration 42Q: 3 clusters Score -285404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -285405.437500 Penalty: 2553.052002
	Iteration 43Q: 3 clusters Score -285405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -285406.312500 Penalty: 2553.052002
	Iteration 44Q: 3 clusters Score -285406.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -285406.312500 Penalty: 2553.052002
	Iteration 45F: 3 clusters Score -285406.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -547917.437500 Penalty: 1384.141357
	Iteration 0F: 2 clusters Score -547917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -543917.437500 Penalty: 2768.282715
	Iteration 0F: 3 clusters Score -543917.4 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -545033.500000 Penalty: 2768.282715
	Iteration 1F: 3 clusters Score -545033.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -545233.562500 Penalty: 2768.282715
	Iteration 2F: 3 clusters Score -545233.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -545388.500000 Penalty: 2768.282715
	Iteration 3F: 3 clusters Score -545388.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -545543.875000 Penalty: 2768.282715
	Iteration 4F: 3 clusters Score -545543.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -545683.625000 Penalty: 2768.282715
	Iteration 5Q: 3 clusters Score -545683.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -545831.312500 Penalty: 2768.282715
	Iteration 6Q: 3 clusters Score -545831.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -545986.187500 Penalty: 2768.282715
	Iteration 7Q: 3 clusters Score -545986.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -546132.562500 Penalty: 2768.282715
	Iteration 8Q: 3 clusters Score -546132.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -546294.375000 Penalty: 2768.282715
	Iteration 9Q: 3 clusters Score -546294.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -546473.000000 Penalty: 2768.282715
	Iteration 10Q: 3 clusters Score -546473 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -546622.312500 Penalty: 2768.282715
	Iteration 11Q: 3 clusters Score -546622.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -546748.625000 Penalty: 2768.282715
	Iteration 12Q: 3 clusters Score -546748.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -546854.312500 Penalty: 2768.282715
	Iteration 13Q: 3 clusters Score -546854.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -546913.375000 Penalty: 2768.282715
	Iteration 14Q: 3 clusters Score -546913.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -546962.312500 Penalty: 2768.282715
	Iteration 15Q: 3 clusters Score -546962.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -546995.062500 Penalty: 2768.282715
	Iteration 16Q: 3 clusters Score -546995.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -547028.000000 Penalty: 2768.282715
	Iteration 17Q: 3 clusters Score -547028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -547045.437500 Penalty: 2768.282715
	Iteration 18Q: 3 clusters Score -547045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -547051.875000 Penalty: 2768.282715
	Iteration 19Q: 3 clusters Score -547051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -547059.062500 Penalty: 2768.282715
	Iteration 20F: 3 clusters Score -547059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -547063.562500 Penalty: 2768.282715
	Iteration 21Q: 3 clusters Score -547063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -547068.375000 Penalty: 2768.282715
	Iteration 22Q: 3 clusters Score -547068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -547069.875000 Penalty: 2768.282715
	Iteration 23Q: 3 clusters Score -547069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -547069.875000 Penalty: 2768.282715
	Iteration 24F: 3 clusters Score -547069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 12953 members 
Mstep: Class 3 contains 15073 members 
Mstep: Class 4 contains 1856 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 36918 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 89937 members 
Mstep: Class 10 contains 10126 members 
Mstep: Class 11 contains 364 members 
Mstep: Class 12 contains 97875 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 27531 members 
Mstep: Class 15 contains 12674 members 
Mstep: Class 16 contains 14776 members 
Mstep: Class 17 contains 135672 members 
Mstep: Class 18 contains 444 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 120439 members 
Mstep: Class 22 contains 210 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8817 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 29. Lose 1827.848022 but Gain 2200.289062
Score: -86198928.000000 Penalty: 61608.199219
Iteration 119Q: 29 clusters Score -8.619893e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 13089 members 
Mstep: Class 3 contains 15185 members 
Mstep: Class 4 contains 1867 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 37219 members 
Mstep: Class 7 contains 1618 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 89953 members 
Mstep: Class 10 contains 10686 members 
Mstep: Class 11 contains 425 members 
Mstep: Class 12 contains 97800 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 27491 members 
Mstep: Class 15 contains 12673 members 
Mstep: Class 16 contains 14774 members 
Mstep: Class 17 contains 135772 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 3371 members 
Mstep: Class 21 contains 120496 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2517 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 5001 members 
Mstep: Class 27 contains 76027 members 
Mstep: Class 28 contains 2928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200504.000000 Penalty: 61608.199219
Iteration 120F: 29 clusters Score -8.62005e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 13118 members 
Mstep: Class 3 contains 15214 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 3431 members 
Mstep: Class 6 contains 37429 members 
Mstep: Class 7 contains 1658 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 89875 members 
Mstep: Class 10 contains 10929 members 
Mstep: Class 11 contains 426 members 
Mstep: Class 12 contains 97485 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 27438 members 
Mstep: Class 15 contains 12672 members 
Mstep: Class 16 contains 14769 members 
Mstep: Class 17 contains 135524 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 1022 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 120454 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2511 members 
Mstep: Class 24 contains 8715 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 4985 members 
Mstep: Class 27 contains 76349 members 
Mstep: Class 28 contains 3179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201040.000000 Penalty: 61608.199219
Iteration 121Q: 29 clusters Score -8.620104e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 13158 members 
Mstep: Class 3 contains 15225 members 
Mstep: Class 4 contains 1872 members 
Mstep: Class 5 contains 3473 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 89838 members 
Mstep: Class 10 contains 11128 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 97246 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 27387 members 
Mstep: Class 15 contains 12664 members 
Mstep: Class 16 contains 14778 members 
Mstep: Class 17 contains 135283 members 
Mstep: Class 18 contains 446 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3372 members 
Mstep: Class 21 contains 120375 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 8671 members 
Mstep: Class 25 contains 2593 members 
Mstep: Class 26 contains 4977 members 
Mstep: Class 27 contains 76533 members 
Mstep: Class 28 contains 3360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201616.000000 Penalty: 61608.199219
Iteration 122Q: 29 clusters Score -8.620162e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 13198 members 
Mstep: Class 3 contains 15237 members 
Mstep: Class 4 contains 1873 members 
Mstep: Class 5 contains 3502 members 
Mstep: Class 6 contains 37907 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 1407 members 
Mstep: Class 9 contains 89817 members 
Mstep: Class 10 contains 11329 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 97073 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 27334 members 
Mstep: Class 15 contains 12662 members 
Mstep: Class 16 contains 14787 members 
Mstep: Class 17 contains 135048 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 120268 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 8625 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4972 members 
Mstep: Class 27 contains 76648 members 
Mstep: Class 28 contains 3494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201832.000000 Penalty: 61608.199219
Iteration 123Q: 29 clusters Score -8.620183e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 13230 members 
Mstep: Class 3 contains 15262 members 
Mstep: Class 4 contains 1874 members 
Mstep: Class 5 contains 3528 members 
Mstep: Class 6 contains 38158 members 
Mstep: Class 7 contains 1839 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 89770 members 
Mstep: Class 10 contains 11503 members 
Mstep: Class 11 contains 425 members 
Mstep: Class 12 contains 96901 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 27281 members 
Mstep: Class 15 contains 12657 members 
Mstep: Class 16 contains 14794 members 
Mstep: Class 17 contains 134834 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 120179 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 2491 members 
Mstep: Class 24 contains 8585 members 
Mstep: Class 25 contains 2593 members 
Mstep: Class 26 contains 4964 members 
Mstep: Class 27 contains 76759 members 
Mstep: Class 28 contains 3586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202000.000000 Penalty: 61608.199219
Iteration 124Q: 29 clusters Score -8.6202e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 13246 members 
Mstep: Class 3 contains 15284 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 3551 members 
Mstep: Class 6 contains 38372 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 1428 members 
Mstep: Class 9 contains 89734 members 
Mstep: Class 10 contains 11661 members 
Mstep: Class 11 contains 425 members 
Mstep: Class 12 contains 96773 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 27243 members 
Mstep: Class 15 contains 12657 members 
Mstep: Class 16 contains 14795 members 
Mstep: Class 17 contains 134651 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 120085 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 8538 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 4957 members 
Mstep: Class 27 contains 76829 members 
Mstep: Class 28 contains 3654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202080.000000 Penalty: 61608.199219
Iteration 125Q: 29 clusters Score -8.620208e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 13278 members 
Mstep: Class 3 contains 15309 members 
Mstep: Class 4 contains 1880 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 38574 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 1441 members 
Mstep: Class 9 contains 89716 members 
Mstep: Class 10 contains 11809 members 
Mstep: Class 11 contains 425 members 
Mstep: Class 12 contains 96689 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 27225 members 
Mstep: Class 15 contains 12655 members 
Mstep: Class 16 contains 14794 members 
Mstep: Class 17 contains 134436 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 119971 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2490 members 
Mstep: Class 24 contains 8487 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 4949 members 
Mstep: Class 27 contains 76903 members 
Mstep: Class 28 contains 3707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202136.000000 Penalty: 61608.199219
Iteration 126Q: 29 clusters Score -8.620214e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 13313 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 1886 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 38752 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 89697 members 
Mstep: Class 10 contains 11932 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96603 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 27212 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 14798 members 
Mstep: Class 17 contains 134284 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3392 members 
Mstep: Class 21 contains 119872 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2488 members 
Mstep: Class 24 contains 8440 members 
Mstep: Class 25 contains 2600 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 76974 members 
Mstep: Class 28 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202232.000000 Penalty: 61608.199219
Iteration 127Q: 29 clusters Score -8.620223e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 13348 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 38899 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 1468 members 
Mstep: Class 9 contains 89657 members 
Mstep: Class 10 contains 12033 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96548 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 27202 members 
Mstep: Class 15 contains 12644 members 
Mstep: Class 16 contains 14793 members 
Mstep: Class 17 contains 134166 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 3394 members 
Mstep: Class 21 contains 119822 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2488 members 
Mstep: Class 24 contains 8392 members 
Mstep: Class 25 contains 2600 members 
Mstep: Class 26 contains 4937 members 
Mstep: Class 27 contains 77031 members 
Mstep: Class 28 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202728.000000 Penalty: 61608.199219
Iteration 128Q: 29 clusters Score -8.620273e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 13391 members 
Mstep: Class 3 contains 15332 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 39026 members 
Mstep: Class 7 contains 2207 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 89610 members 
Mstep: Class 10 contains 12126 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96528 members 
Mstep: Class 13 contains 1801 members 
Mstep: Class 14 contains 27190 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 14792 members 
Mstep: Class 17 contains 134062 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 3395 members 
Mstep: Class 21 contains 119746 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 8340 members 
Mstep: Class 25 contains 2604 members 
Mstep: Class 26 contains 4926 members 
Mstep: Class 27 contains 77096 members 
Mstep: Class 28 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202824.000000 Penalty: 61608.199219
Iteration 129Q: 29 clusters Score -8.620282e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 13433 members 
Mstep: Class 3 contains 15333 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 39175 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 89543 members 
Mstep: Class 10 contains 12208 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96508 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 14 contains 27171 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 14788 members 
Mstep: Class 17 contains 133972 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1010 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 119670 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 8295 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 77146 members 
Mstep: Class 28 contains 3785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202848.000000 Penalty: 61608.199219
Iteration 130Q: 29 clusters Score -8.620285e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 13469 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 1895 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 39297 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 1504 members 
Mstep: Class 9 contains 89486 members 
Mstep: Class 10 contains 12270 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96487 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 14 contains 27136 members 
Mstep: Class 15 contains 12644 members 
Mstep: Class 16 contains 14784 members 
Mstep: Class 17 contains 133902 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3390 members 
Mstep: Class 21 contains 119601 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 8259 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4913 members 
Mstep: Class 27 contains 77196 members 
Mstep: Class 28 contains 3818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202936.000000 Penalty: 61608.199219
Iteration 131Q: 29 clusters Score -8.620294e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 13505 members 
Mstep: Class 3 contains 15342 members 
Mstep: Class 4 contains 1901 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 39405 members 
Mstep: Class 7 contains 2391 members 
Mstep: Class 8 contains 1513 members 
Mstep: Class 9 contains 89428 members 
Mstep: Class 10 contains 12321 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96502 members 
Mstep: Class 13 contains 1807 members 
Mstep: Class 14 contains 27110 members 
Mstep: Class 15 contains 12644 members 
Mstep: Class 16 contains 14783 members 
Mstep: Class 17 contains 133806 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 119528 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 8221 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 4914 members 
Mstep: Class 27 contains 77240 members 
Mstep: Class 28 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203096.000000 Penalty: 61608.199219
Iteration 132Q: 29 clusters Score -8.62031e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 13532 members 
Mstep: Class 3 contains 15356 members 
Mstep: Class 4 contains 1904 members 
Mstep: Class 5 contains 3646 members 
Mstep: Class 6 contains 39503 members 
Mstep: Class 7 contains 2424 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 89367 members 
Mstep: Class 10 contains 12388 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96525 members 
Mstep: Class 13 contains 1808 members 
Mstep: Class 14 contains 27087 members 
Mstep: Class 15 contains 12644 members 
Mstep: Class 16 contains 14780 members 
Mstep: Class 17 contains 133724 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 119490 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 8190 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 4910 members 
Mstep: Class 27 contains 77268 members 
Mstep: Class 28 contains 3856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203080.000000 Penalty: 61608.199219
Iteration 133Q: 29 clusters Score -8.620308e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 13552 members 
Mstep: Class 3 contains 15381 members 
Mstep: Class 4 contains 1905 members 
Mstep: Class 5 contains 3653 members 
Mstep: Class 6 contains 39600 members 
Mstep: Class 7 contains 2459 members 
Mstep: Class 8 contains 1523 members 
Mstep: Class 9 contains 89300 members 
Mstep: Class 10 contains 12443 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96529 members 
Mstep: Class 13 contains 1808 members 
Mstep: Class 14 contains 27071 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 14768 members 
Mstep: Class 17 contains 133668 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 119433 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2497 members 
Mstep: Class 24 contains 8164 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 4909 members 
Mstep: Class 27 contains 77308 members 
Mstep: Class 28 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203248.000000 Penalty: 61608.199219
Iteration 134Q: 29 clusters Score -8.620325e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 13569 members 
Mstep: Class 3 contains 15390 members 
Mstep: Class 4 contains 1906 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 39747 members 
Mstep: Class 7 contains 2496 members 
Mstep: Class 8 contains 1527 members 
Mstep: Class 9 contains 89235 members 
Mstep: Class 10 contains 12484 members 
Mstep: Class 11 contains 425 members 
Mstep: Class 12 contains 96525 members 
Mstep: Class 13 contains 1811 members 
Mstep: Class 14 contains 27051 members 
Mstep: Class 15 contains 12646 members 
Mstep: Class 16 contains 14767 members 
Mstep: Class 17 contains 133631 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3387 members 
Mstep: Class 21 contains 119351 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2502 members 
Mstep: Class 24 contains 8138 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 4909 members 
Mstep: Class 27 contains 77343 members 
Mstep: Class 28 contains 3872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203208.000000 Penalty: 61608.199219
Iteration 135Q: 29 clusters Score -8.620321e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 13582 members 
Mstep: Class 3 contains 15390 members 
Mstep: Class 4 contains 1909 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 39886 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 1529 members 
Mstep: Class 9 contains 89162 members 
Mstep: Class 10 contains 12526 members 
Mstep: Class 11 contains 425 members 
Mstep: Class 12 contains 96536 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 27014 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 14761 members 
Mstep: Class 17 contains 133602 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 119302 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2501 members 
Mstep: Class 24 contains 8123 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 4907 members 
Mstep: Class 27 contains 77377 members 
Mstep: Class 28 contains 3873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203224.000000 Penalty: 61608.199219
Iteration 136Q: 29 clusters Score -8.620322e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 13597 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 1908 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 39995 members 
Mstep: Class 7 contains 2555 members 
Mstep: Class 8 contains 1532 members 
Mstep: Class 9 contains 89089 members 
Mstep: Class 10 contains 12555 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96554 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 26987 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 14758 members 
Mstep: Class 17 contains 133576 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3393 members 
Mstep: Class 21 contains 119250 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 8109 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 4909 members 
Mstep: Class 27 contains 77419 members 
Mstep: Class 28 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203384.000000 Penalty: 61608.199219
Iteration 137Q: 29 clusters Score -8.620338e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 13606 members 
Mstep: Class 3 contains 15403 members 
Mstep: Class 4 contains 1913 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 40105 members 
Mstep: Class 7 contains 2576 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 89015 members 
Mstep: Class 10 contains 12574 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96558 members 
Mstep: Class 13 contains 1819 members 
Mstep: Class 14 contains 26960 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 14758 members 
Mstep: Class 17 contains 133550 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3393 members 
Mstep: Class 21 contains 119197 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2503 members 
Mstep: Class 24 contains 8092 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 77469 members 
Mstep: Class 28 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203456.000000 Penalty: 61608.199219
Iteration 138Q: 29 clusters Score -8.620346e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 13614 members 
Mstep: Class 3 contains 15412 members 
Mstep: Class 4 contains 1920 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 40245 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 8 contains 1535 members 
Mstep: Class 9 contains 88941 members 
Mstep: Class 10 contains 12591 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96563 members 
Mstep: Class 13 contains 1824 members 
Mstep: Class 14 contains 26937 members 
Mstep: Class 15 contains 12650 members 
Mstep: Class 16 contains 14764 members 
Mstep: Class 17 contains 133544 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3390 members 
Mstep: Class 21 contains 119127 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2501 members 
Mstep: Class 24 contains 8071 members 
Mstep: Class 25 contains 2622 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 77498 members 
Mstep: Class 28 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203696.000000 Penalty: 61608.199219
Iteration 139Q: 29 clusters Score -8.62037e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 13618 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 1926 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 40424 members 
Mstep: Class 7 contains 2609 members 
Mstep: Class 8 contains 1536 members 
Mstep: Class 9 contains 88867 members 
Mstep: Class 10 contains 12615 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96574 members 
Mstep: Class 13 contains 1831 members 
Mstep: Class 14 contains 26916 members 
Mstep: Class 15 contains 12650 members 
Mstep: Class 16 contains 14759 members 
Mstep: Class 17 contains 133542 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 119048 members 
Mstep: Class 22 contains 229 members 
Mstep: Class 23 contains 2501 members 
Mstep: Class 24 contains 8043 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4898 members 
Mstep: Class 27 contains 77518 members 
Mstep: Class 28 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203664.000000 Penalty: 61608.199219
Iteration 140F: 29 clusters Score -8.620366e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 13622 members 
Mstep: Class 3 contains 15419 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 40593 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 88779 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 96550 members 
Mstep: Class 13 contains 1831 members 
Mstep: Class 14 contains 26891 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 14755 members 
Mstep: Class 17 contains 133520 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3395 members 
Mstep: Class 21 contains 118967 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2506 members 
Mstep: Class 24 contains 8025 members 
Mstep: Class 25 contains 2624 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 77540 members 
Mstep: Class 28 contains 3905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203784.000000 Penalty: 61608.199219
Iteration 141Q: 29 clusters Score -8.620378e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 13620 members 
Mstep: Class 3 contains 15422 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 40787 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 1539 members 
Mstep: Class 9 contains 88693 members 
Mstep: Class 10 contains 12647 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96519 members 
Mstep: Class 13 contains 1833 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 12650 members 
Mstep: Class 16 contains 14747 members 
Mstep: Class 17 contains 133489 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 118885 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2506 members 
Mstep: Class 24 contains 8000 members 
Mstep: Class 25 contains 2622 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 77569 members 
Mstep: Class 28 contains 3908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203720.000000 Penalty: 61608.199219
Iteration 142Q: 29 clusters Score -8.620372e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 13623 members 
Mstep: Class 3 contains 15427 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 3695 members 
Mstep: Class 6 contains 40969 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 88592 members 
Mstep: Class 10 contains 12663 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96482 members 
Mstep: Class 13 contains 1836 members 
Mstep: Class 14 contains 26865 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 14740 members 
Mstep: Class 17 contains 133456 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3402 members 
Mstep: Class 21 contains 118819 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2514 members 
Mstep: Class 24 contains 7975 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4876 members 
Mstep: Class 27 contains 77603 members 
Mstep: Class 28 contains 3911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203656.000000 Penalty: 61608.199219
Iteration 143Q: 29 clusters Score -8.620366e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 13628 members 
Mstep: Class 3 contains 15430 members 
Mstep: Class 4 contains 1966 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 41152 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 8 contains 1543 members 
Mstep: Class 9 contains 88472 members 
Mstep: Class 10 contains 12674 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96437 members 
Mstep: Class 13 contains 1836 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 14735 members 
Mstep: Class 17 contains 133434 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 118764 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 7956 members 
Mstep: Class 25 contains 2624 members 
Mstep: Class 26 contains 4880 members 
Mstep: Class 27 contains 77647 members 
Mstep: Class 28 contains 3915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203728.000000 Penalty: 61608.199219
Iteration 144Q: 29 clusters Score -8.620373e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 13629 members 
Mstep: Class 3 contains 15434 members 
Mstep: Class 4 contains 1974 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 41352 members 
Mstep: Class 7 contains 2961 members 
Mstep: Class 8 contains 1546 members 
Mstep: Class 9 contains 88378 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96401 members 
Mstep: Class 13 contains 1836 members 
Mstep: Class 14 contains 26815 members 
Mstep: Class 15 contains 12650 members 
Mstep: Class 16 contains 14731 members 
Mstep: Class 17 contains 133396 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3415 members 
Mstep: Class 21 contains 118675 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2514 members 
Mstep: Class 24 contains 7938 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4875 members 
Mstep: Class 27 contains 77681 members 
Mstep: Class 28 contains 3919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203776.000000 Penalty: 61608.199219
Iteration 145Q: 29 clusters Score -8.620378e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 13638 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 41573 members 
Mstep: Class 7 contains 3016 members 
Mstep: Class 8 contains 1547 members 
Mstep: Class 9 contains 88284 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96349 members 
Mstep: Class 13 contains 1836 members 
Mstep: Class 14 contains 26800 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 14724 members 
Mstep: Class 17 contains 133381 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 118593 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2514 members 
Mstep: Class 24 contains 7916 members 
Mstep: Class 25 contains 2622 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 77707 members 
Mstep: Class 28 contains 3923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203984.000000 Penalty: 61608.199219
Iteration 146Q: 29 clusters Score -8.620398e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 13647 members 
Mstep: Class 3 contains 15436 members 
Mstep: Class 4 contains 1989 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 41800 members 
Mstep: Class 7 contains 3068 members 
Mstep: Class 8 contains 1546 members 
Mstep: Class 9 contains 88179 members 
Mstep: Class 10 contains 12704 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96293 members 
Mstep: Class 13 contains 1839 members 
Mstep: Class 14 contains 26786 members 
Mstep: Class 15 contains 12648 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 133365 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3423 members 
Mstep: Class 21 contains 118512 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2514 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 4873 members 
Mstep: Class 27 contains 77727 members 
Mstep: Class 28 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203872.000000 Penalty: 61608.199219
Iteration 147Q: 29 clusters Score -8.620387e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 13647 members 
Mstep: Class 3 contains 15441 members 
Mstep: Class 4 contains 1994 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 42009 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 1544 members 
Mstep: Class 9 contains 88098 members 
Mstep: Class 10 contains 12717 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96249 members 
Mstep: Class 13 contains 1848 members 
Mstep: Class 14 contains 26771 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 133341 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3423 members 
Mstep: Class 21 contains 118411 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 7870 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 77743 members 
Mstep: Class 28 contains 3929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203664.000000 Penalty: 61608.199219
Iteration 148Q: 29 clusters Score -8.620366e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 13652 members 
Mstep: Class 3 contains 15439 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 42218 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 1545 members 
Mstep: Class 9 contains 88022 members 
Mstep: Class 10 contains 12732 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96201 members 
Mstep: Class 13 contains 1852 members 
Mstep: Class 14 contains 26769 members 
Mstep: Class 15 contains 12652 members 
Mstep: Class 16 contains 14718 members 
Mstep: Class 17 contains 133298 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 118292 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 7847 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 4868 members 
Mstep: Class 27 contains 77775 members 
Mstep: Class 28 contains 3930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203872.000000 Penalty: 61608.199219
Iteration 149Q: 29 clusters Score -8.620387e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 13655 members 
Mstep: Class 3 contains 15436 members 
Mstep: Class 4 contains 2003 members 
Mstep: Class 5 contains 3698 members 
Mstep: Class 6 contains 42436 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 8 contains 1546 members 
Mstep: Class 9 contains 87912 members 
Mstep: Class 10 contains 12743 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96171 members 
Mstep: Class 13 contains 1859 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 133248 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 118189 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2519 members 
Mstep: Class 24 contains 7821 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 4862 members 
Mstep: Class 27 contains 77821 members 
Mstep: Class 28 contains 3929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203752.000000 Penalty: 61608.199219
Iteration 150Q: 29 clusters Score -8.620375e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 13660 members 
Mstep: Class 3 contains 15443 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 42657 members 
Mstep: Class 7 contains 3264 members 
Mstep: Class 8 contains 1549 members 
Mstep: Class 9 contains 87794 members 
Mstep: Class 10 contains 12745 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96134 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12653 members 
Mstep: Class 16 contains 14719 members 
Mstep: Class 17 contains 133219 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3437 members 
Mstep: Class 21 contains 118089 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 7802 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 77860 members 
Mstep: Class 28 contains 3930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203824.000000 Penalty: 61608.199219
Iteration 151Q: 29 clusters Score -8.620382e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 15446 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 42901 members 
Mstep: Class 7 contains 3286 members 
Mstep: Class 8 contains 1550 members 
Mstep: Class 9 contains 87695 members 
Mstep: Class 10 contains 12745 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96071 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 26761 members 
Mstep: Class 15 contains 12652 members 
Mstep: Class 16 contains 14717 members 
Mstep: Class 17 contains 133203 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3439 members 
Mstep: Class 21 contains 117985 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2513 members 
Mstep: Class 24 contains 7785 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 4857 members 
Mstep: Class 27 contains 77896 members 
Mstep: Class 28 contains 3932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203896.000000 Penalty: 61608.199219
Iteration 152Q: 29 clusters Score -8.62039e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 13663 members 
Mstep: Class 3 contains 15445 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 43159 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 1550 members 
Mstep: Class 9 contains 87581 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96004 members 
Mstep: Class 13 contains 1872 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 12652 members 
Mstep: Class 16 contains 14716 members 
Mstep: Class 17 contains 133187 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 117888 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 7765 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 77928 members 
Mstep: Class 28 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204048.000000 Penalty: 61608.199219
Iteration 153Q: 29 clusters Score -8.620405e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 13657 members 
Mstep: Class 3 contains 15443 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 43420 members 
Mstep: Class 7 contains 3328 members 
Mstep: Class 8 contains 1551 members 
Mstep: Class 9 contains 87467 members 
Mstep: Class 10 contains 12756 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95944 members 
Mstep: Class 13 contains 1875 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 12653 members 
Mstep: Class 16 contains 14720 members 
Mstep: Class 17 contains 133199 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3437 members 
Mstep: Class 21 contains 117776 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2509 members 
Mstep: Class 24 contains 7749 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 77938 members 
Mstep: Class 28 contains 3937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204040.000000 Penalty: 61608.199219
Iteration 154Q: 29 clusters Score -8.620404e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 13659 members 
Mstep: Class 3 contains 15437 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 43673 members 
Mstep: Class 7 contains 3344 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 87360 members 
Mstep: Class 10 contains 12759 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95885 members 
Mstep: Class 13 contains 1880 members 
Mstep: Class 14 contains 26756 members 
Mstep: Class 15 contains 12655 members 
Mstep: Class 16 contains 14720 members 
Mstep: Class 17 contains 133204 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 117673 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2507 members 
Mstep: Class 24 contains 7734 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 4854 members 
Mstep: Class 27 contains 77948 members 
Mstep: Class 28 contains 3939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204144.000000 Penalty: 61608.199219
Iteration 155Q: 29 clusters Score -8.620414e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 13660 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 43935 members 
Mstep: Class 7 contains 3361 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 87252 members 
Mstep: Class 10 contains 12767 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95858 members 
Mstep: Class 13 contains 1884 members 
Mstep: Class 14 contains 26761 members 
Mstep: Class 15 contains 12660 members 
Mstep: Class 16 contains 14715 members 
Mstep: Class 17 contains 133205 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 117539 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2507 members 
Mstep: Class 24 contains 7718 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 77967 members 
Mstep: Class 28 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204168.000000 Penalty: 61608.199219
Iteration 156Q: 29 clusters Score -8.620417e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 13666 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 44213 members 
Mstep: Class 7 contains 3386 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 87131 members 
Mstep: Class 10 contains 12771 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95826 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 26761 members 
Mstep: Class 15 contains 12664 members 
Mstep: Class 16 contains 14718 members 
Mstep: Class 17 contains 133184 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3422 members 
Mstep: Class 21 contains 117390 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2503 members 
Mstep: Class 24 contains 7702 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 77995 members 
Mstep: Class 28 contains 3942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204024.000000 Penalty: 61608.199219
Iteration 157Q: 29 clusters Score -8.620402e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 15422 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 44497 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 1558 members 
Mstep: Class 9 contains 87005 members 
Mstep: Class 10 contains 12772 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95804 members 
Mstep: Class 13 contains 1896 members 
Mstep: Class 14 contains 26761 members 
Mstep: Class 15 contains 12665 members 
Mstep: Class 16 contains 14716 members 
Mstep: Class 17 contains 133178 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3417 members 
Mstep: Class 21 contains 117256 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2500 members 
Mstep: Class 24 contains 7696 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 78011 members 
Mstep: Class 28 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204168.000000 Penalty: 61608.199219
Iteration 158Q: 29 clusters Score -8.620417e+07 nChanged 829
Entering ConstructFrom: 
Score: -86204168.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (67874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Entering Unmasked Estep 
Score: -7900987.000000 Penalty: 1807.878784
	Iteration 0F: 2 clusters Score -7900987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -7855756.500000 Penalty: 3615.757568
	Iteration 0F: 3 clusters Score -7855756 nChanged 32132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -7874377.500000 Penalty: 3615.757568
	Iteration 1F: 3 clusters Score -7874378 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -7874993.500000 Penalty: 3615.757568
	Iteration 2Q: 3 clusters Score -7874994 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -7875800.000000 Penalty: 3615.757568
	Iteration 3Q: 3 clusters Score -7875800 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -7876749.000000 Penalty: 3615.757568
	Iteration 4Q: 3 clusters Score -7876749 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -7877950.000000 Penalty: 3615.757568
	Iteration 5Q: 3 clusters Score -7877950 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -7879508.000000 Penalty: 3615.757568
	Iteration 6Q: 3 clusters Score -7879508 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -7881461.500000 Penalty: 3615.757568
	Iteration 7F: 3 clusters Score -7881462 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -7883999.000000 Penalty: 3615.757568
	Iteration 8F: 3 clusters Score -7883999 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -7887219.000000 Penalty: 3615.757568
	Iteration 9F: 3 clusters Score -7887219 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -7890379.000000 Penalty: 3615.757568
	Iteration 10F: 3 clusters Score -7890379 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -7892558.500000 Penalty: 3615.757568
	Iteration 11Q: 3 clusters Score -7892558 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -7893873.500000 Penalty: 3615.757568
	Iteration 12Q: 3 clusters Score -7893874 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -7894719.000000 Penalty: 3615.757568
	Iteration 13Q: 3 clusters Score -7894719 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -7895441.500000 Penalty: 3615.757568
	Iteration 14Q: 3 clusters Score -7895442 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -7896051.000000 Penalty: 3615.757568
	Iteration 15Q: 3 clusters Score -7896051 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -7896594.000000 Penalty: 3615.757568
	Iteration 16Q: 3 clusters Score -7896594 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -7897008.000000 Penalty: 3615.757568
	Iteration 17Q: 3 clusters Score -7897008 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -7897398.500000 Penalty: 3615.757568
	Iteration 18Q: 3 clusters Score -7897398 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -7897699.000000 Penalty: 3615.757568
	Iteration 19Q: 3 clusters Score -7897699 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -7897953.500000 Penalty: 3615.757568
	Iteration 20F: 3 clusters Score -7897954 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -7898192.000000 Penalty: 3615.757568
	Iteration 21Q: 3 clusters Score -7898192 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -7898389.500000 Penalty: 3615.757568
	Iteration 22Q: 3 clusters Score -7898390 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -7898532.000000 Penalty: 3615.757568
	Iteration 23Q: 3 clusters Score -7898532 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -7898672.500000 Penalty: 3615.757568
	Iteration 24Q: 3 clusters Score -7898672 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 61778 members 
Entering Unmasked Estep 
Score: -7898809.000000 Penalty: 3615.757568
	Iteration 25Q: 3 clusters Score -7898809 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -7898918.000000 Penalty: 3615.757568
	Iteration 26Q: 3 clusters Score -7898918 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -7898965.000000 Penalty: 3615.757568
	Iteration 27Q: 3 clusters Score -7898965 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -7899062.500000 Penalty: 3615.757568
	Iteration 28Q: 3 clusters Score -7899062 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -7899176.000000 Penalty: 3615.757568
	Iteration 29Q: 3 clusters Score -7899176 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -7899236.500000 Penalty: 3615.757568
	Iteration 30Q: 3 clusters Score -7899236 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -7899319.500000 Penalty: 3615.757568
	Iteration 31Q: 3 clusters Score -7899320 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -7899374.500000 Penalty: 3615.757568
	Iteration 32Q: 3 clusters Score -7899374 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -7899407.000000 Penalty: 3615.757568
	Iteration 33Q: 3 clusters Score -7899407 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -7899474.000000 Penalty: 3615.757568
	Iteration 34Q: 3 clusters Score -7899474 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -7899487.000000 Penalty: 3615.757568
	Iteration 35Q: 3 clusters Score -7899487 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -7899536.000000 Penalty: 3615.757568
	Iteration 36Q: 3 clusters Score -7899536 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 64499 members 
Entering Unmasked Estep 
Score: -7899544.500000 Penalty: 3615.757568
	Iteration 37Q: 3 clusters Score -7899544 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -7899566.000000 Penalty: 3615.757568
	Iteration 38Q: 3 clusters Score -7899566 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -7899606.000000 Penalty: 3615.757568
	Iteration 39Q: 3 clusters Score -7899606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -7899621.500000 Penalty: 3615.757568
	Iteration 40F: 3 clusters Score -7899622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -7899633.500000 Penalty: 3615.757568
	Iteration 41Q: 3 clusters Score -7899634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -7899655.000000 Penalty: 3615.757568
	Iteration 42Q: 3 clusters Score -7899655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -7899655.500000 Penalty: 3615.757568
	Iteration 43Q: 3 clusters Score -7899656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -7899672.500000 Penalty: 3615.757568
	Iteration 44Q: 3 clusters Score -7899672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -7899681.000000 Penalty: 3615.757568
	Iteration 45Q: 3 clusters Score -7899681 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -7899673.000000 Penalty: 3615.757568
	Iteration 46Q: 3 clusters Score -7899673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -7899689.500000 Penalty: 3615.757568
	Iteration 47Q: 3 clusters Score -7899690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -7899695.500000 Penalty: 3615.757568
	Iteration 48Q: 3 clusters Score -7899696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -7899689.000000 Penalty: 3615.757568
	Iteration 49Q: 3 clusters Score -7899689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -7899695.500000 Penalty: 3615.757568
	Iteration 50Q: 3 clusters Score -7899696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -7899700.000000 Penalty: 3615.757568
	Iteration 51Q: 3 clusters Score -7899700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -7899703.000000 Penalty: 3615.757568
	Iteration 52Q: 3 clusters Score -7899703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -7899705.000000 Penalty: 3615.757568
	Iteration 53Q: 3 clusters Score -7899705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -7899698.000000 Penalty: 3615.757568
	Iteration 54Q: 3 clusters Score -7899698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 65483 members 
Entering Unmasked Estep 
Score: -7899698.500000 Penalty: 3615.757568
	Iteration 55Q: 3 clusters Score -7899698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -7899707.000000 Penalty: 3615.757568
	Iteration 56Q: 3 clusters Score -7899707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -7899710.000000 Penalty: 3615.757568
	Iteration 57Q: 3 clusters Score -7899710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -7899720.500000 Penalty: 3615.757568
	Iteration 58Q: 3 clusters Score -7899720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -7899721.500000 Penalty: 3615.757568
	Iteration 59Q: 3 clusters Score -7899722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -7899721.000000 Penalty: 3615.757568
	Iteration 60F: 3 clusters Score -7899721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -7899715.500000 Penalty: 3615.757568
	Iteration 61Q: 3 clusters Score -7899716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -7899721.000000 Penalty: 3615.757568
	Iteration 62Q: 3 clusters Score -7899721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -7899721.000000 Penalty: 3615.757568
	Iteration 63Q: 3 clusters Score -7899721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -7899714.500000 Penalty: 3615.757568
	Iteration 64Q: 3 clusters Score -7899714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -7899723.000000 Penalty: 3615.757568
	Iteration 65Q: 3 clusters Score -7899723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -7899716.500000 Penalty: 3615.757568
	Iteration 66Q: 3 clusters Score -7899716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -7899719.000000 Penalty: 3615.757568
	Iteration 67Q: 3 clusters Score -7899719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -7899719.500000 Penalty: 3615.757568
	Iteration 68Q: 3 clusters Score -7899720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -7899722.500000 Penalty: 3615.757568
	Iteration 69Q: 3 clusters Score -7899722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -7899723.500000 Penalty: 3615.757568
	Iteration 70Q: 3 clusters Score -7899724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -7899725.000000 Penalty: 3615.757568
	Iteration 71Q: 3 clusters Score -7899725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -7899727.000000 Penalty: 3615.757568
	Iteration 72Q: 3 clusters Score -7899727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -7899727.500000 Penalty: 3615.757568
	Iteration 73Q: 3 clusters Score -7899728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -7899727.500000 Penalty: 3615.757568
	Iteration 74F: 3 clusters Score -7899728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Entering Unmasked Estep 
Score: -1595849.250000 Penalty: 1547.409546
	Iteration 0F: 2 clusters Score -1595849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1586356.500000 Penalty: 3094.819092
	Iteration 0F: 3 clusters Score -1586356 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1589642.000000 Penalty: 3094.819092
	Iteration 1F: 3 clusters Score -1589642 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1589929.500000 Penalty: 3094.819092
	Iteration 2F: 3 clusters Score -1589930 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1590194.375000 Penalty: 3094.819092
	Iteration 3Q: 3 clusters Score -1590194 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1590452.500000 Penalty: 3094.819092
	Iteration 4Q: 3 clusters Score -1590452 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1590726.750000 Penalty: 3094.819092
	Iteration 5Q: 3 clusters Score -1590727 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1591061.625000 Penalty: 3094.819092
	Iteration 6Q: 3 clusters Score -1591062 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1591502.375000 Penalty: 3094.819092
	Iteration 7F: 3 clusters Score -1591502 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1592043.500000 Penalty: 3094.819092
	Iteration 8F: 3 clusters Score -1592044 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1592616.000000 Penalty: 3094.819092
	Iteration 9F: 3 clusters Score -1592616 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1593166.125000 Penalty: 3094.819092
	Iteration 10Q: 3 clusters Score -1593166 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1593569.625000 Penalty: 3094.819092
	Iteration 11Q: 3 clusters Score -1593570 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1593854.125000 Penalty: 3094.819092
	Iteration 12Q: 3 clusters Score -1593854 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1594057.625000 Penalty: 3094.819092
	Iteration 13Q: 3 clusters Score -1594058 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1594172.625000 Penalty: 3094.819092
	Iteration 14Q: 3 clusters Score -1594173 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1594262.500000 Penalty: 3094.819092
	Iteration 15Q: 3 clusters Score -1594262 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1594319.625000 Penalty: 3094.819092
	Iteration 16Q: 3 clusters Score -1594320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1594349.625000 Penalty: 3094.819092
	Iteration 17Q: 3 clusters Score -1594350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1594372.375000 Penalty: 3094.819092
	Iteration 18Q: 3 clusters Score -1594372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1594384.125000 Penalty: 3094.819092
	Iteration 19Q: 3 clusters Score -1594384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1594395.000000 Penalty: 3094.819092
	Iteration 20F: 3 clusters Score -1594395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1594404.375000 Penalty: 3094.819092
	Iteration 21Q: 3 clusters Score -1594404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1594414.750000 Penalty: 3094.819092
	Iteration 22Q: 3 clusters Score -1594415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1594419.625000 Penalty: 3094.819092
	Iteration 23Q: 3 clusters Score -1594420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1594426.250000 Penalty: 3094.819092
	Iteration 24Q: 3 clusters Score -1594426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1594438.250000 Penalty: 3094.819092
	Iteration 25Q: 3 clusters Score -1594438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1594445.000000 Penalty: 3094.819092
	Iteration 26Q: 3 clusters Score -1594445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1594448.375000 Penalty: 3094.819092
	Iteration 27Q: 3 clusters Score -1594448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1594452.125000 Penalty: 3094.819092
	Iteration 28Q: 3 clusters Score -1594452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1594455.250000 Penalty: 3094.819092
	Iteration 29Q: 3 clusters Score -1594455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1594455.750000 Penalty: 3094.819092
	Iteration 30Q: 3 clusters Score -1594456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1594460.750000 Penalty: 3094.819092
	Iteration 31Q: 3 clusters Score -1594461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1594464.500000 Penalty: 3094.819092
	Iteration 32Q: 3 clusters Score -1594464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1594465.250000 Penalty: 3094.819092
	Iteration 33Q: 3 clusters Score -1594465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1594465.875000 Penalty: 3094.819092
	Iteration 34Q: 3 clusters Score -1594466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1594469.250000 Penalty: 3094.819092
	Iteration 35Q: 3 clusters Score -1594469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1594472.750000 Penalty: 3094.819092
	Iteration 36Q: 3 clusters Score -1594473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1594480.500000 Penalty: 3094.819092
	Iteration 37Q: 3 clusters Score -1594480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1594483.500000 Penalty: 3094.819092
	Iteration 38Q: 3 clusters Score -1594484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1594485.500000 Penalty: 3094.819092
	Iteration 39Q: 3 clusters Score -1594486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1594491.625000 Penalty: 3094.819092
	Iteration 40F: 3 clusters Score -1594492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1594497.125000 Penalty: 3094.819092
	Iteration 41Q: 3 clusters Score -1594497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1594503.625000 Penalty: 3094.819092
	Iteration 42Q: 3 clusters Score -1594504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1594505.625000 Penalty: 3094.819092
	Iteration 43Q: 3 clusters Score -1594506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1594509.250000 Penalty: 3094.819092
	Iteration 44Q: 3 clusters Score -1594509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1594511.375000 Penalty: 3094.819092
	Iteration 45Q: 3 clusters Score -1594511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1594511.500000 Penalty: 3094.819092
	Iteration 46Q: 3 clusters Score -1594512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1594510.125000 Penalty: 3094.819092
	Iteration 47Q: 3 clusters Score -1594510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1594510.125000 Penalty: 3094.819092
	Iteration 48F: 3 clusters Score -1594510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Entering Unmasked Estep 
Score: -1800627.625000 Penalty: 1567.045288
	Iteration 0F: 2 clusters Score -1800628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1789899.500000 Penalty: 3134.090576
	Iteration 0F: 3 clusters Score -1789900 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1793585.250000 Penalty: 3134.090576
	Iteration 1F: 3 clusters Score -1793585 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1793870.875000 Penalty: 3134.090576
	Iteration 2F: 3 clusters Score -1793871 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1794107.250000 Penalty: 3134.090576
	Iteration 3Q: 3 clusters Score -1794107 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1794336.250000 Penalty: 3134.090576
	Iteration 4Q: 3 clusters Score -1794336 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1794646.250000 Penalty: 3134.090576
	Iteration 5Q: 3 clusters Score -1794646 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1795048.375000 Penalty: 3134.090576
	Iteration 6F: 3 clusters Score -1795048 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1795602.000000 Penalty: 3134.090576
	Iteration 7F: 3 clusters Score -1795602 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1796369.875000 Penalty: 3134.090576
	Iteration 8F: 3 clusters Score -1796370 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1797222.250000 Penalty: 3134.090576
	Iteration 9F: 3 clusters Score -1797222 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1797998.750000 Penalty: 3134.090576
	Iteration 10F: 3 clusters Score -1797999 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1798528.500000 Penalty: 3134.090576
	Iteration 11Q: 3 clusters Score -1798528 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1798861.125000 Penalty: 3134.090576
	Iteration 12Q: 3 clusters Score -1798861 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1799073.000000 Penalty: 3134.090576
	Iteration 13Q: 3 clusters Score -1799073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1799155.250000 Penalty: 3134.090576
	Iteration 14Q: 3 clusters Score -1799155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1799193.375000 Penalty: 3134.090576
	Iteration 15Q: 3 clusters Score -1799193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1799221.875000 Penalty: 3134.090576
	Iteration 16Q: 3 clusters Score -1799222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1799242.750000 Penalty: 3134.090576
	Iteration 17Q: 3 clusters Score -1799243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1799251.500000 Penalty: 3134.090576
	Iteration 18Q: 3 clusters Score -1799252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1799251.500000 Penalty: 3134.090576
	Iteration 19F: 3 clusters Score -1799252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -222575.578125 Penalty: 1236.199463
	Iteration 0F: 2 clusters Score -222575.6 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 975 members 
Entering Unmasked Estep 
Score: -220473.328125 Penalty: 2472.398926
	Iteration 0F: 3 clusters Score -220473.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -220895.281250 Penalty: 2472.398926
	Iteration 1F: 3 clusters Score -220895.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -220999.781250 Penalty: 2472.398926
	Iteration 2F: 3 clusters Score -220999.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -221061.359375 Penalty: 2472.398926
	Iteration 3Q: 3 clusters Score -221061.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -221109.531250 Penalty: 2472.398926
	Iteration 4Q: 3 clusters Score -221109.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -221140.343750 Penalty: 2472.398926
	Iteration 5Q: 3 clusters Score -221140.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -221169.687500 Penalty: 2472.398926
	Iteration 6Q: 3 clusters Score -221169.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -221188.390625 Penalty: 2472.398926
	Iteration 7Q: 3 clusters Score -221188.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -221200.281250 Penalty: 2472.398926
	Iteration 8Q: 3 clusters Score -221200.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -221212.468750 Penalty: 2472.398926
	Iteration 9Q: 3 clusters Score -221212.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -221221.750000 Penalty: 2472.398926
	Iteration 10Q: 3 clusters Score -221221.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -221229.296875 Penalty: 2472.398926
	Iteration 11Q: 3 clusters Score -221229.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -221236.484375 Penalty: 2472.398926
	Iteration 12Q: 3 clusters Score -221236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -221242.937500 Penalty: 2472.398926
	Iteration 13Q: 3 clusters Score -221242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -221247.375000 Penalty: 2472.398926
	Iteration 14Q: 3 clusters Score -221247.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -221251.609375 Penalty: 2472.398926
	Iteration 15Q: 3 clusters Score -221251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -221253.156250 Penalty: 2472.398926
	Iteration 16Q: 3 clusters Score -221253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -221254.578125 Penalty: 2472.398926
	Iteration 17Q: 3 clusters Score -221254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -221255.140625 Penalty: 2472.398926
	Iteration 18Q: 3 clusters Score -221255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -221255.140625 Penalty: 2472.398926
	Iteration 19F: 3 clusters Score -221255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -435642.062500 Penalty: 1336.382935
	Iteration 0F: 2 clusters Score -435642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -432488.906250 Penalty: 2672.765869
	Iteration 0F: 3 clusters Score -432488.9 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -433265.812500 Penalty: 2672.765869
	Iteration 1F: 3 clusters Score -433265.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -433416.906250 Penalty: 2672.765869
	Iteration 2F: 3 clusters Score -433416.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -433520.125000 Penalty: 2672.765869
	Iteration 3Q: 3 clusters Score -433520.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -433592.843750 Penalty: 2672.765869
	Iteration 4Q: 3 clusters Score -433592.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -433650.375000 Penalty: 2672.765869
	Iteration 5Q: 3 clusters Score -433650.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -433701.875000 Penalty: 2672.765869
	Iteration 6Q: 3 clusters Score -433701.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -433745.187500 Penalty: 2672.765869
	Iteration 7Q: 3 clusters Score -433745.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -433774.687500 Penalty: 2672.765869
	Iteration 8Q: 3 clusters Score -433774.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -433800.406250 Penalty: 2672.765869
	Iteration 9Q: 3 clusters Score -433800.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -433821.937500 Penalty: 2672.765869
	Iteration 10Q: 3 clusters Score -433821.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -433832.906250 Penalty: 2672.765869
	Iteration 11Q: 3 clusters Score -433832.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -433841.656250 Penalty: 2672.765869
	Iteration 12Q: 3 clusters Score -433841.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -433850.218750 Penalty: 2672.765869
	Iteration 13Q: 3 clusters Score -433850.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -433857.656250 Penalty: 2672.765869
	Iteration 14Q: 3 clusters Score -433857.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -433862.500000 Penalty: 2672.765869
	Iteration 15Q: 3 clusters Score -433862.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -433868.656250 Penalty: 2672.765869
	Iteration 16Q: 3 clusters Score -433868.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -433872.500000 Penalty: 2672.765869
	Iteration 17Q: 3 clusters Score -433872.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -433876.718750 Penalty: 2672.765869
	Iteration 18Q: 3 clusters Score -433876.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -433881.343750 Penalty: 2672.765869
	Iteration 19Q: 3 clusters Score -433881.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -433885.375000 Penalty: 2672.765869
	Iteration 20F: 3 clusters Score -433885.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -433888.437500 Penalty: 2672.765869
	Iteration 21Q: 3 clusters Score -433888.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -433891.500000 Penalty: 2672.765869
	Iteration 22Q: 3 clusters Score -433891.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -433896.843750 Penalty: 2672.765869
	Iteration 23Q: 3 clusters Score -433896.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -433900.531250 Penalty: 2672.765869
	Iteration 24Q: 3 clusters Score -433900.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -433904.625000 Penalty: 2672.765869
	Iteration 25Q: 3 clusters Score -433904.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -433906.656250 Penalty: 2672.765869
	Iteration 26Q: 3 clusters Score -433906.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -433909.906250 Penalty: 2672.765869
	Iteration 27Q: 3 clusters Score -433909.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -433912.593750 Penalty: 2672.765869
	Iteration 28Q: 3 clusters Score -433912.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -433918.187500 Penalty: 2672.765869
	Iteration 29Q: 3 clusters Score -433918.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -433923.593750 Penalty: 2672.765869
	Iteration 30Q: 3 clusters Score -433923.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -433931.000000 Penalty: 2672.765869
	Iteration 31Q: 3 clusters Score -433931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -433938.375000 Penalty: 2672.765869
	Iteration 32Q: 3 clusters Score -433938.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -433948.312500 Penalty: 2672.765869
	Iteration 33Q: 3 clusters Score -433948.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -433954.500000 Penalty: 2672.765869
	Iteration 34Q: 3 clusters Score -433954.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -433961.562500 Penalty: 2672.765869
	Iteration 35Q: 3 clusters Score -433961.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -433968.125000 Penalty: 2672.765869
	Iteration 36Q: 3 clusters Score -433968.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -433973.656250 Penalty: 2672.765869
	Iteration 37Q: 3 clusters Score -433973.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -433980.343750 Penalty: 2672.765869
	Iteration 38Q: 3 clusters Score -433980.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -433987.343750 Penalty: 2672.765869
	Iteration 39Q: 3 clusters Score -433987.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -433994.781250 Penalty: 2672.765869
	Iteration 40F: 3 clusters Score -433994.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -434000.687500 Penalty: 2672.765869
	Iteration 41Q: 3 clusters Score -434000.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -434005.843750 Penalty: 2672.765869
	Iteration 42Q: 3 clusters Score -434005.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -434013.843750 Penalty: 2672.765869
	Iteration 43Q: 3 clusters Score -434013.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -434019.250000 Penalty: 2672.765869
	Iteration 44Q: 3 clusters Score -434019.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -434027.031250 Penalty: 2672.765869
	Iteration 45Q: 3 clusters Score -434027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -434035.625000 Penalty: 2672.765869
	Iteration 46Q: 3 clusters Score -434035.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -434044.062500 Penalty: 2672.765869
	Iteration 47Q: 3 clusters Score -434044.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -434051.281250 Penalty: 2672.765869
	Iteration 48Q: 3 clusters Score -434051.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -434054.218750 Penalty: 2672.765869
	Iteration 49Q: 3 clusters Score -434054.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -434057.750000 Penalty: 2672.765869
	Iteration 50Q: 3 clusters Score -434057.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -434061.156250 Penalty: 2672.765869
	Iteration 51Q: 3 clusters Score -434061.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -434066.312500 Penalty: 2672.765869
	Iteration 52Q: 3 clusters Score -434066.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -434071.781250 Penalty: 2672.765869
	Iteration 53Q: 3 clusters Score -434071.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -434078.906250 Penalty: 2672.765869
	Iteration 54Q: 3 clusters Score -434078.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -434087.843750 Penalty: 2672.765869
	Iteration 55Q: 3 clusters Score -434087.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -434101.687500 Penalty: 2672.765869
	Iteration 56Q: 3 clusters Score -434101.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -434122.718750 Penalty: 2672.765869
	Iteration 57Q: 3 clusters Score -434122.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -434149.656250 Penalty: 2672.765869
	Iteration 58Q: 3 clusters Score -434149.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -434182.218750 Penalty: 2672.765869
	Iteration 59Q: 3 clusters Score -434182.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -434204.093750 Penalty: 2672.765869
	Iteration 60F: 3 clusters Score -434204.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -434224.062500 Penalty: 2672.765869
	Iteration 61Q: 3 clusters Score -434224.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -434239.031250 Penalty: 2672.765869
	Iteration 62Q: 3 clusters Score -434239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -434256.750000 Penalty: 2672.765869
	Iteration 63Q: 3 clusters Score -434256.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -434275.343750 Penalty: 2672.765869
	Iteration 64Q: 3 clusters Score -434275.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -434294.500000 Penalty: 2672.765869
	Iteration 65Q: 3 clusters Score -434294.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -434310.343750 Penalty: 2672.765869
	Iteration 66Q: 3 clusters Score -434310.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -434326.656250 Penalty: 2672.765869
	Iteration 67Q: 3 clusters Score -434326.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -434336.625000 Penalty: 2672.765869
	Iteration 68Q: 3 clusters Score -434336.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -434349.781250 Penalty: 2672.765869
	Iteration 69Q: 3 clusters Score -434349.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -434365.843750 Penalty: 2672.765869
	Iteration 70Q: 3 clusters Score -434365.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -434384.156250 Penalty: 2672.765869
	Iteration 71Q: 3 clusters Score -434384.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -434401.843750 Penalty: 2672.765869
	Iteration 72Q: 3 clusters Score -434401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -434409.156250 Penalty: 2672.765869
	Iteration 73Q: 3 clusters Score -434409.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -434416.937500 Penalty: 2672.765869
	Iteration 74Q: 3 clusters Score -434416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -434423.281250 Penalty: 2672.765869
	Iteration 75Q: 3 clusters Score -434423.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -434431.718750 Penalty: 2672.765869
	Iteration 76Q: 3 clusters Score -434431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -434435.656250 Penalty: 2672.765869
	Iteration 77Q: 3 clusters Score -434435.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -434441.468750 Penalty: 2672.765869
	Iteration 78Q: 3 clusters Score -434441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -434445.375000 Penalty: 2672.765869
	Iteration 79Q: 3 clusters Score -434445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -434448.812500 Penalty: 2672.765869
	Iteration 80F: 3 clusters Score -434448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -434451.687500 Penalty: 2672.765869
	Iteration 81Q: 3 clusters Score -434451.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -434451.687500 Penalty: 2672.765869
	Iteration 82F: 3 clusters Score -434451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Entering Unmasked Estep 
Score: -5288557.000000 Penalty: 1740.256592
	Iteration 0F: 2 clusters Score -5288557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5258645.500000 Penalty: 3480.513184
	Iteration 0F: 3 clusters Score -5258646 nChanged 20806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -5270134.500000 Penalty: 3480.513184
	Iteration 1F: 3 clusters Score -5270134 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -5270846.000000 Penalty: 3480.513184
	Iteration 2Q: 3 clusters Score -5270846 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -5271838.000000 Penalty: 3480.513184
	Iteration 3F: 3 clusters Score -5271838 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -5273406.000000 Penalty: 3480.513184
	Iteration 4F: 3 clusters Score -5273406 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -5275956.500000 Penalty: 3480.513184
	Iteration 5F: 3 clusters Score -5275956 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -5279499.000000 Penalty: 3480.513184
	Iteration 6F: 3 clusters Score -5279499 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -5283084.500000 Penalty: 3480.513184
	Iteration 7F: 3 clusters Score -5283084 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5285413.000000 Penalty: 3480.513184
	Iteration 8F: 3 clusters Score -5285413 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5286428.500000 Penalty: 3480.513184
	Iteration 9Q: 3 clusters Score -5286428 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5286767.000000 Penalty: 3480.513184
	Iteration 10Q: 3 clusters Score -5286767 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5286900.500000 Penalty: 3480.513184
	Iteration 11Q: 3 clusters Score -5286900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5286944.500000 Penalty: 3480.513184
	Iteration 12Q: 3 clusters Score -5286944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5286975.500000 Penalty: 3480.513184
	Iteration 13Q: 3 clusters Score -5286976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5287011.500000 Penalty: 3480.513184
	Iteration 14Q: 3 clusters Score -5287012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5287037.500000 Penalty: 3480.513184
	Iteration 15Q: 3 clusters Score -5287038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -5287040.500000 Penalty: 3480.513184
	Iteration 16Q: 3 clusters Score -5287040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5287046.000000 Penalty: 3480.513184
	Iteration 17Q: 3 clusters Score -5287046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5287056.000000 Penalty: 3480.513184
	Iteration 18Q: 3 clusters Score -5287056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5287057.500000 Penalty: 3480.513184
	Iteration 19Q: 3 clusters Score -5287058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5287056.500000 Penalty: 3480.513184
	Iteration 20F: 3 clusters Score -5287056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5287058.500000 Penalty: 3480.513184
	Iteration 21Q: 3 clusters Score -5287058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -5287063.000000 Penalty: 3480.513184
	Iteration 22Q: 3 clusters Score -5287063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5287066.500000 Penalty: 3480.513184
	Iteration 23Q: 3 clusters Score -5287066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5287066.500000 Penalty: 3480.513184
	Iteration 24F: 3 clusters Score -5287066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -399729.218750 Penalty: 1321.850952
	Iteration 0F: 2 clusters Score -399729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -396705.218750 Penalty: 2643.701904
	Iteration 0F: 3 clusters Score -396705.2 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -397403.125000 Penalty: 2643.701904
	Iteration 1F: 3 clusters Score -397403.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -397552.625000 Penalty: 2643.701904
	Iteration 2F: 3 clusters Score -397552.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -397648.500000 Penalty: 2643.701904
	Iteration 3Q: 3 clusters Score -397648.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -397703.468750 Penalty: 2643.701904
	Iteration 4Q: 3 clusters Score -397703.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -397744.625000 Penalty: 2643.701904
	Iteration 5Q: 3 clusters Score -397744.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -397783.625000 Penalty: 2643.701904
	Iteration 6Q: 3 clusters Score -397783.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -397813.125000 Penalty: 2643.701904
	Iteration 7Q: 3 clusters Score -397813.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -397833.937500 Penalty: 2643.701904
	Iteration 8Q: 3 clusters Score -397833.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -397854.906250 Penalty: 2643.701904
	Iteration 9Q: 3 clusters Score -397854.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -397878.437500 Penalty: 2643.701904
	Iteration 10Q: 3 clusters Score -397878.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -397897.062500 Penalty: 2643.701904
	Iteration 11Q: 3 clusters Score -397897.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -397916.187500 Penalty: 2643.701904
	Iteration 12Q: 3 clusters Score -397916.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -397934.375000 Penalty: 2643.701904
	Iteration 13Q: 3 clusters Score -397934.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -397945.718750 Penalty: 2643.701904
	Iteration 14Q: 3 clusters Score -397945.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -397962.906250 Penalty: 2643.701904
	Iteration 15Q: 3 clusters Score -397962.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -397986.281250 Penalty: 2643.701904
	Iteration 16Q: 3 clusters Score -397986.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -398004.687500 Penalty: 2643.701904
	Iteration 17Q: 3 clusters Score -398004.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -398013.218750 Penalty: 2643.701904
	Iteration 18Q: 3 clusters Score -398013.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -398021.343750 Penalty: 2643.701904
	Iteration 19Q: 3 clusters Score -398021.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -398033.937500 Penalty: 2643.701904
	Iteration 20F: 3 clusters Score -398033.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -398051.843750 Penalty: 2643.701904
	Iteration 21Q: 3 clusters Score -398051.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -398063.281250 Penalty: 2643.701904
	Iteration 22Q: 3 clusters Score -398063.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -398078.250000 Penalty: 2643.701904
	Iteration 23Q: 3 clusters Score -398078.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -398091.218750 Penalty: 2643.701904
	Iteration 24Q: 3 clusters Score -398091.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -398107.562500 Penalty: 2643.701904
	Iteration 25Q: 3 clusters Score -398107.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -398124.968750 Penalty: 2643.701904
	Iteration 26Q: 3 clusters Score -398125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -398139.062500 Penalty: 2643.701904
	Iteration 27Q: 3 clusters Score -398139.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -398157.343750 Penalty: 2643.701904
	Iteration 28Q: 3 clusters Score -398157.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -398174.593750 Penalty: 2643.701904
	Iteration 29Q: 3 clusters Score -398174.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -398193.812500 Penalty: 2643.701904
	Iteration 30Q: 3 clusters Score -398193.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -398220.500000 Penalty: 2643.701904
	Iteration 31Q: 3 clusters Score -398220.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -398251.062500 Penalty: 2643.701904
	Iteration 32Q: 3 clusters Score -398251.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -398281.437500 Penalty: 2643.701904
	Iteration 33Q: 3 clusters Score -398281.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -398311.125000 Penalty: 2643.701904
	Iteration 34Q: 3 clusters Score -398311.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -398338.250000 Penalty: 2643.701904
	Iteration 35Q: 3 clusters Score -398338.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -398356.937500 Penalty: 2643.701904
	Iteration 36Q: 3 clusters Score -398356.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -398371.156250 Penalty: 2643.701904
	Iteration 37Q: 3 clusters Score -398371.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -398383.687500 Penalty: 2643.701904
	Iteration 38Q: 3 clusters Score -398383.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -398392.437500 Penalty: 2643.701904
	Iteration 39Q: 3 clusters Score -398392.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -398408.406250 Penalty: 2643.701904
	Iteration 40F: 3 clusters Score -398408.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -398422.250000 Penalty: 2643.701904
	Iteration 41Q: 3 clusters Score -398422.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -398434.625000 Penalty: 2643.701904
	Iteration 42Q: 3 clusters Score -398434.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -398448.312500 Penalty: 2643.701904
	Iteration 43Q: 3 clusters Score -398448.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -398457.500000 Penalty: 2643.701904
	Iteration 44Q: 3 clusters Score -398457.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -398468.375000 Penalty: 2643.701904
	Iteration 45Q: 3 clusters Score -398468.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -398480.093750 Penalty: 2643.701904
	Iteration 46Q: 3 clusters Score -398480.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -398490.750000 Penalty: 2643.701904
	Iteration 47Q: 3 clusters Score -398490.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -398498.187500 Penalty: 2643.701904
	Iteration 48Q: 3 clusters Score -398498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -398504.406250 Penalty: 2643.701904
	Iteration 49Q: 3 clusters Score -398504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -398511.843750 Penalty: 2643.701904
	Iteration 50Q: 3 clusters Score -398511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -398520.625000 Penalty: 2643.701904
	Iteration 51Q: 3 clusters Score -398520.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -398529.218750 Penalty: 2643.701904
	Iteration 52Q: 3 clusters Score -398529.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -398537.000000 Penalty: 2643.701904
	Iteration 53Q: 3 clusters Score -398537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -398540.843750 Penalty: 2643.701904
	Iteration 54Q: 3 clusters Score -398540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -398544.000000 Penalty: 2643.701904
	Iteration 55Q: 3 clusters Score -398544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -398546.812500 Penalty: 2643.701904
	Iteration 56Q: 3 clusters Score -398546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -398552.250000 Penalty: 2643.701904
	Iteration 57Q: 3 clusters Score -398552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -398559.625000 Penalty: 2643.701904
	Iteration 58Q: 3 clusters Score -398559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -398563.531250 Penalty: 2643.701904
	Iteration 59Q: 3 clusters Score -398563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -398564.718750 Penalty: 2643.701904
	Iteration 60F: 3 clusters Score -398564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -398566.750000 Penalty: 2643.701904
	Iteration 61Q: 3 clusters Score -398566.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -398566.750000 Penalty: 2643.701904
	Iteration 62F: 3 clusters Score -398566.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -178206.421875 Penalty: 1194.667480
	Iteration 0F: 2 clusters Score -178206.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -176409.171875 Penalty: 2389.334961
	Iteration 0F: 3 clusters Score -176409.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -176757.750000 Penalty: 2389.334961
	Iteration 1F: 3 clusters Score -176757.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -176877.968750 Penalty: 2389.334961
	Iteration 2F: 3 clusters Score -176878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -176951.562500 Penalty: 2389.334961
	Iteration 3F: 3 clusters Score -176951.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -177019.734375 Penalty: 2389.334961
	Iteration 4Q: 3 clusters Score -177019.7 nChanged 58
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: -177067.234375 Penalty: 2389.334961
	Iteration 5Q: 3 clusters Score -177067.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -177095.453125 Penalty: 2389.334961
	Iteration 6Q: 3 clusters Score -177095.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -177116.343750 Penalty: 2389.334961
	Iteration 7Q: 3 clusters Score -177116.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -177130.109375 Penalty: 2389.334961
	Iteration 8Q: 3 clusters Score -177130.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -177142.890625 Penalty: 2389.334961
	Iteration 9Q: 3 clusters Score -177142.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -177152.234375 Penalty: 2389.334961
	Iteration 10Q: 3 clusters Score -177152.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -177162.906250 Penalty: 2389.334961
	Iteration 11Q: 3 clusters Score -177162.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -177173.453125 Penalty: 2389.334961
	Iteration 12Q: 3 clusters Score -177173.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -177183.609375 Penalty: 2389.334961
	Iteration 13Q: 3 clusters Score -177183.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -177191.109375 Penalty: 2389.334961
	Iteration 14Q: 3 clusters Score -177191.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -177198.921875 Penalty: 2389.334961
	Iteration 15Q: 3 clusters Score -177198.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -177208.875000 Penalty: 2389.334961
	Iteration 16Q: 3 clusters Score -177208.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -177216.328125 Penalty: 2389.334961
	Iteration 17Q: 3 clusters Score -177216.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -177221.515625 Penalty: 2389.334961
	Iteration 18Q: 3 clusters Score -177221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -177223.687500 Penalty: 2389.334961
	Iteration 19Q: 3 clusters Score -177223.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -177225.546875 Penalty: 2389.334961
	Iteration 20F: 3 clusters Score -177225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -177226.718750 Penalty: 2389.334961
	Iteration 21Q: 3 clusters Score -177226.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -177226.718750 Penalty: 2389.334961
	Iteration 22F: 3 clusters Score -177226.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (86867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Entering Unmasked Estep 
Score: -10166990.000000 Penalty: 1847.971680
	Iteration 0F: 2 clusters Score -1.016699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -10110022.000000 Penalty: 3695.943359
	Iteration 0F: 3 clusters Score -1.011002e+07 nChanged 41476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -10134694.000000 Penalty: 3695.943359
	Iteration 1F: 3 clusters Score -1.013469e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -10135801.000000 Penalty: 3695.943359
	Iteration 2Q: 3 clusters Score -1.01358e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -10137427.000000 Penalty: 3695.943359
	Iteration 3Q: 3 clusters Score -1.013743e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -10139397.000000 Penalty: 3695.943359
	Iteration 4Q: 3 clusters Score -1.01394e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -10141899.000000 Penalty: 3695.943359
	Iteration 5F: 3 clusters Score -1.01419e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -10145246.000000 Penalty: 3695.943359
	Iteration 6F: 3 clusters Score -1.014525e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -10149193.000000 Penalty: 3695.943359
	Iteration 7F: 3 clusters Score -1.014919e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -10152645.000000 Penalty: 3695.943359
	Iteration 8F: 3 clusters Score -1.015264e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -10154951.000000 Penalty: 3695.943359
	Iteration 9F: 3 clusters Score -1.015495e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -10156133.000000 Penalty: 3695.943359
	Iteration 10Q: 3 clusters Score -1.015613e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -10156911.000000 Penalty: 3695.943359
	Iteration 11Q: 3 clusters Score -1.015691e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -10157756.000000 Penalty: 3695.943359
	Iteration 12Q: 3 clusters Score -1.015776e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -10158616.000000 Penalty: 3695.943359
	Iteration 13Q: 3 clusters Score -1.015862e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -10159510.000000 Penalty: 3695.943359
	Iteration 14Q: 3 clusters Score -1.015951e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -10160463.000000 Penalty: 3695.943359
	Iteration 15Q: 3 clusters Score -1.016046e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -10161258.000000 Penalty: 3695.943359
	Iteration 16Q: 3 clusters Score -1.016126e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -10161871.000000 Penalty: 3695.943359
	Iteration 17Q: 3 clusters Score -1.016187e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -10162269.000000 Penalty: 3695.943359
	Iteration 18Q: 3 clusters Score -1.016227e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -10162515.000000 Penalty: 3695.943359
	Iteration 19Q: 3 clusters Score -1.016252e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -10162732.000000 Penalty: 3695.943359
	Iteration 20F: 3 clusters Score -1.016273e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -10162844.000000 Penalty: 3695.943359
	Iteration 21Q: 3 clusters Score -1.016284e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -10162985.000000 Penalty: 3695.943359
	Iteration 22Q: 3 clusters Score -1.016298e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -10163094.000000 Penalty: 3695.943359
	Iteration 23Q: 3 clusters Score -1.016309e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -10163119.000000 Penalty: 3695.943359
	Iteration 24Q: 3 clusters Score -1.016312e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -10163190.000000 Penalty: 3695.943359
	Iteration 25Q: 3 clusters Score -1.016319e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -10163244.000000 Penalty: 3695.943359
	Iteration 26Q: 3 clusters Score -1.016324e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -10163304.000000 Penalty: 3695.943359
	Iteration 27Q: 3 clusters Score -1.01633e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -10163397.000000 Penalty: 3695.943359
	Iteration 28Q: 3 clusters Score -1.01634e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -10163447.000000 Penalty: 3695.943359
	Iteration 29Q: 3 clusters Score -1.016345e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -10163549.000000 Penalty: 3695.943359
	Iteration 30Q: 3 clusters Score -1.016355e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -10163580.000000 Penalty: 3695.943359
	Iteration 31Q: 3 clusters Score -1.016358e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -10163641.000000 Penalty: 3695.943359
	Iteration 32Q: 3 clusters Score -1.016364e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -10163726.000000 Penalty: 3695.943359
	Iteration 33Q: 3 clusters Score -1.016373e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -10163771.000000 Penalty: 3695.943359
	Iteration 34Q: 3 clusters Score -1.016377e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -10163828.000000 Penalty: 3695.943359
	Iteration 35Q: 3 clusters Score -1.016383e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -10163870.000000 Penalty: 3695.943359
	Iteration 36Q: 3 clusters Score -1.016387e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -10163908.000000 Penalty: 3695.943359
	Iteration 37Q: 3 clusters Score -1.016391e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -10163978.000000 Penalty: 3695.943359
	Iteration 38Q: 3 clusters Score -1.016398e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -10163998.000000 Penalty: 3695.943359
	Iteration 39Q: 3 clusters Score -1.0164e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -10164073.000000 Penalty: 3695.943359
	Iteration 40F: 3 clusters Score -1.016407e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66789 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -10164140.000000 Penalty: 3695.943359
	Iteration 41Q: 3 clusters Score -1.016414e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -10164199.000000 Penalty: 3695.943359
	Iteration 42Q: 3 clusters Score -1.01642e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -10164228.000000 Penalty: 3695.943359
	Iteration 43Q: 3 clusters Score -1.016423e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -10164300.000000 Penalty: 3695.943359
	Iteration 44Q: 3 clusters Score -1.01643e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -10164360.000000 Penalty: 3695.943359
	Iteration 45Q: 3 clusters Score -1.016436e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -10164369.000000 Penalty: 3695.943359
	Iteration 46Q: 3 clusters Score -1.016437e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -10164412.000000 Penalty: 3695.943359
	Iteration 47Q: 3 clusters Score -1.016441e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -10164509.000000 Penalty: 3695.943359
	Iteration 48Q: 3 clusters Score -1.016451e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71306 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -10164593.000000 Penalty: 3695.943359
	Iteration 49Q: 3 clusters Score -1.016459e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -10164679.000000 Penalty: 3695.943359
	Iteration 50Q: 3 clusters Score -1.016468e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -10164713.000000 Penalty: 3695.943359
	Iteration 51Q: 3 clusters Score -1.016471e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -10164806.000000 Penalty: 3695.943359
	Iteration 52Q: 3 clusters Score -1.016481e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -10164892.000000 Penalty: 3695.943359
	Iteration 53Q: 3 clusters Score -1.016489e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -10164996.000000 Penalty: 3695.943359
	Iteration 54Q: 3 clusters Score -1.0165e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -10165039.000000 Penalty: 3695.943359
	Iteration 55Q: 3 clusters Score -1.016504e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -10165157.000000 Penalty: 3695.943359
	Iteration 56Q: 3 clusters Score -1.016516e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -10165186.000000 Penalty: 3695.943359
	Iteration 57Q: 3 clusters Score -1.016519e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -10165237.000000 Penalty: 3695.943359
	Iteration 58Q: 3 clusters Score -1.016524e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -10165314.000000 Penalty: 3695.943359
	Iteration 59Q: 3 clusters Score -1.016531e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -10165355.000000 Penalty: 3695.943359
	Iteration 60F: 3 clusters Score -1.016536e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -10165423.000000 Penalty: 3695.943359
	Iteration 61Q: 3 clusters Score -1.016542e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -10165462.000000 Penalty: 3695.943359
	Iteration 62Q: 3 clusters Score -1.016546e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -10165512.000000 Penalty: 3695.943359
	Iteration 63Q: 3 clusters Score -1.016551e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78677 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -10165533.000000 Penalty: 3695.943359
	Iteration 64Q: 3 clusters Score -1.016553e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79054 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -10165564.000000 Penalty: 3695.943359
	Iteration 65Q: 3 clusters Score -1.016556e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -10165605.000000 Penalty: 3695.943359
	Iteration 66Q: 3 clusters Score -1.01656e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -10165652.000000 Penalty: 3695.943359
	Iteration 67Q: 3 clusters Score -1.016565e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -10165674.000000 Penalty: 3695.943359
	Iteration 68Q: 3 clusters Score -1.016567e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -10165728.000000 Penalty: 3695.943359
	Iteration 69Q: 3 clusters Score -1.016573e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -10165754.000000 Penalty: 3695.943359
	Iteration 70Q: 3 clusters Score -1.016575e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -10165793.000000 Penalty: 3695.943359
	Iteration 71Q: 3 clusters Score -1.016579e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -10165814.000000 Penalty: 3695.943359
	Iteration 72Q: 3 clusters Score -1.016581e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -10165826.000000 Penalty: 3695.943359
	Iteration 73Q: 3 clusters Score -1.016583e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81808 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -10165852.000000 Penalty: 3695.943359
	Iteration 74Q: 3 clusters Score -1.016585e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -10165870.000000 Penalty: 3695.943359
	Iteration 75Q: 3 clusters Score -1.016587e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -10165875.000000 Penalty: 3695.943359
	Iteration 76Q: 3 clusters Score -1.016588e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -10165869.000000 Penalty: 3695.943359
	Iteration 77Q: 3 clusters Score -1.016587e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -10165867.000000 Penalty: 3695.943359
	Iteration 78Q: 3 clusters Score -1.016587e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -10165899.000000 Penalty: 3695.943359
	Iteration 79Q: 3 clusters Score -1.01659e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -10165906.000000 Penalty: 3695.943359
	Iteration 80F: 3 clusters Score -1.016591e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -10165893.000000 Penalty: 3695.943359
	Iteration 81Q: 3 clusters Score -1.016589e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83017 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -10165907.000000 Penalty: 3695.943359
	Iteration 82Q: 3 clusters Score -1.016591e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -10165908.000000 Penalty: 3695.943359
	Iteration 83Q: 3 clusters Score -1.016591e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -10165902.000000 Penalty: 3695.943359
	Iteration 84Q: 3 clusters Score -1.01659e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -10165923.000000 Penalty: 3695.943359
	Iteration 85Q: 3 clusters Score -1.016592e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -10165942.000000 Penalty: 3695.943359
	Iteration 86Q: 3 clusters Score -1.016594e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -10165942.000000 Penalty: 3695.943359
	Iteration 87Q: 3 clusters Score -1.016594e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -10165975.000000 Penalty: 3695.943359
	Iteration 88Q: 3 clusters Score -1.016598e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -10165960.000000 Penalty: 3695.943359
	Iteration 89Q: 3 clusters Score -1.016596e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -10165957.000000 Penalty: 3695.943359
	Iteration 90Q: 3 clusters Score -1.016596e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83782 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -10165948.000000 Penalty: 3695.943359
	Iteration 91Q: 3 clusters Score -1.016595e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -10165961.000000 Penalty: 3695.943359
	Iteration 92Q: 3 clusters Score -1.016596e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -10165984.000000 Penalty: 3695.943359
	Iteration 93Q: 3 clusters Score -1.016598e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -10165965.000000 Penalty: 3695.943359
	Iteration 94Q: 3 clusters Score -1.016596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -10165975.000000 Penalty: 3695.943359
	Iteration 95Q: 3 clusters Score -1.016598e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84049 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -10165975.000000 Penalty: 3695.943359
	Iteration 96Q: 3 clusters Score -1.016598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10165952.000000 Penalty: 3695.943359
	Iteration 97Q: 3 clusters Score -1.016595e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84120 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -10165951.000000 Penalty: 3695.943359
	Iteration 98Q: 3 clusters Score -1.016595e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -10165957.000000 Penalty: 3695.943359
	Iteration 99Q: 3 clusters Score -1.016596e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -10165954.000000 Penalty: 3695.943359
	Iteration 100F: 3 clusters Score -1.016595e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -10165963.000000 Penalty: 3695.943359
	Iteration 101Q: 3 clusters Score -1.016596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84239 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -10165966.000000 Penalty: 3695.943359
	Iteration 102Q: 3 clusters Score -1.016597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -10165962.000000 Penalty: 3695.943359
	Iteration 103Q: 3 clusters Score -1.016596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -10165971.000000 Penalty: 3695.943359
	Iteration 104Q: 3 clusters Score -1.016597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -10165964.000000 Penalty: 3695.943359
	Iteration 105Q: 3 clusters Score -1.016596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -10165967.000000 Penalty: 3695.943359
	Iteration 106Q: 3 clusters Score -1.016597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -10165976.000000 Penalty: 3695.943359
	Iteration 107Q: 3 clusters Score -1.016598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -10165959.000000 Penalty: 3695.943359
	Iteration 108Q: 3 clusters Score -1.016596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84366 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -10165961.000000 Penalty: 3695.943359
	Iteration 109Q: 3 clusters Score -1.016596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -10165975.000000 Penalty: 3695.943359
	Iteration 110Q: 3 clusters Score -1.016598e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84412 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -10165974.000000 Penalty: 3695.943359
	Iteration 111Q: 3 clusters Score -1.016597e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -10165978.000000 Penalty: 3695.943359
	Iteration 112Q: 3 clusters Score -1.016598e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -10165983.000000 Penalty: 3695.943359
	Iteration 113Q: 3 clusters Score -1.016598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -10165975.000000 Penalty: 3695.943359
	Iteration 114Q: 3 clusters Score -1.016598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -10165971.000000 Penalty: 3695.943359
	Iteration 115Q: 3 clusters Score -1.016597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -10165976.000000 Penalty: 3695.943359
	Iteration 116Q: 3 clusters Score -1.016598e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -10165978.000000 Penalty: 3695.943359
	Iteration 117Q: 3 clusters Score -1.016598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -10165975.000000 Penalty: 3695.943359
	Iteration 118Q: 3 clusters Score -1.016598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10165980.000000 Penalty: 3695.943359
	Iteration 119Q: 3 clusters Score -1.016598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -10165979.000000 Penalty: 3695.943359
	Iteration 120F: 3 clusters Score -1.016598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10165981.000000 Penalty: 3695.943359
	Iteration 121Q: 3 clusters Score -1.016598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -10165978.000000 Penalty: 3695.943359
	Iteration 122Q: 3 clusters Score -1.016598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -10165983.000000 Penalty: 3695.943359
	Iteration 123Q: 3 clusters Score -1.016598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -10165984.000000 Penalty: 3695.943359
	Iteration 124Q: 3 clusters Score -1.016598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10165991.000000 Penalty: 3695.943359
	Iteration 125Q: 3 clusters Score -1.016599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -10165991.000000 Penalty: 3695.943359
	Iteration 126Q: 3 clusters Score -1.016599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84748 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10165997.000000 Penalty: 3695.943359
	Iteration 127Q: 3 clusters Score -1.0166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84759 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10165987.000000 Penalty: 3695.943359
	Iteration 128Q: 3 clusters Score -1.016599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10165992.000000 Penalty: 3695.943359
	Iteration 129Q: 3 clusters Score -1.016599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -10165994.000000 Penalty: 3695.943359
	Iteration 130Q: 3 clusters Score -1.016599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84797 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -10165992.000000 Penalty: 3695.943359
	Iteration 131Q: 3 clusters Score -1.016599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84808 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -10165996.000000 Penalty: 3695.943359
	Iteration 132Q: 3 clusters Score -1.0166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -10166003.000000 Penalty: 3695.943359
	Iteration 133Q: 3 clusters Score -1.0166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84835 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -10166023.000000 Penalty: 3695.943359
	Iteration 134Q: 3 clusters Score -1.016602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10166006.000000 Penalty: 3695.943359
	Iteration 135Q: 3 clusters Score -1.016601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10166002.000000 Penalty: 3695.943359
	Iteration 136Q: 3 clusters Score -1.0166e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -10165999.000000 Penalty: 3695.943359
	Iteration 137Q: 3 clusters Score -1.0166e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -10166002.000000 Penalty: 3695.943359
	Iteration 138Q: 3 clusters Score -1.0166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -10166003.000000 Penalty: 3695.943359
	Iteration 139Q: 3 clusters Score -1.0166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -10166000.000000 Penalty: 3695.943359
	Iteration 140F: 3 clusters Score -1.0166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -10166000.000000 Penalty: 3695.943359
	Iteration 141Q: 3 clusters Score -1.0166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10166003.000000 Penalty: 3695.943359
	Iteration 142Q: 3 clusters Score -1.0166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84951 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10166006.000000 Penalty: 3695.943359
	Iteration 143Q: 3 clusters Score -1.016601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10165996.000000 Penalty: 3695.943359
	Iteration 144Q: 3 clusters Score -1.0166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84953 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10165995.000000 Penalty: 3695.943359
	Iteration 145Q: 3 clusters Score -1.0166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10165996.000000 Penalty: 3695.943359
	Iteration 146Q: 3 clusters Score -1.0166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -10165993.000000 Penalty: 3695.943359
	Iteration 147Q: 3 clusters Score -1.016599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -10165992.000000 Penalty: 3695.943359
	Iteration 148Q: 3 clusters Score -1.016599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -10166000.000000 Penalty: 3695.943359
	Iteration 149Q: 3 clusters Score -1.0166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -10166000.000000 Penalty: 3695.943359
	Iteration 150Q: 3 clusters Score -1.0166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -10166003.000000 Penalty: 3695.943359
	Iteration 151Q: 3 clusters Score -1.0166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -10166002.000000 Penalty: 3695.943359
	Iteration 152Q: 3 clusters Score -1.0166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -10166003.000000 Penalty: 3695.943359
	Iteration 153Q: 3 clusters Score -1.0166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84971 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -10166005.000000 Penalty: 3695.943359
	Iteration 154Q: 3 clusters Score -1.0166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84971 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -10166005.000000 Penalty: 3695.943359
	Iteration 155F: 3 clusters Score -1.0166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Entering Unmasked Estep 
Score: -1487282.250000 Penalty: 1536.413818
	Iteration 0F: 2 clusters Score -1487282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1478352.000000 Penalty: 3072.827637
	Iteration 0F: 3 clusters Score -1478352 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1481415.875000 Penalty: 3072.827637
	Iteration 1F: 3 clusters Score -1481416 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1481822.750000 Penalty: 3072.827637
	Iteration 2F: 3 clusters Score -1481823 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1482281.750000 Penalty: 3072.827637
	Iteration 3F: 3 clusters Score -1482282 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1482808.375000 Penalty: 3072.827637
	Iteration 4F: 3 clusters Score -1482808 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1483453.875000 Penalty: 3072.827637
	Iteration 5F: 3 clusters Score -1483454 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1484145.375000 Penalty: 3072.827637
	Iteration 6F: 3 clusters Score -1484145 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1484814.875000 Penalty: 3072.827637
	Iteration 7F: 3 clusters Score -1484815 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1485295.000000 Penalty: 3072.827637
	Iteration 8Q: 3 clusters Score -1485295 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1485645.750000 Penalty: 3072.827637
	Iteration 9Q: 3 clusters Score -1485646 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1485874.750000 Penalty: 3072.827637
	Iteration 10Q: 3 clusters Score -1485875 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1486001.875000 Penalty: 3072.827637
	Iteration 11Q: 3 clusters Score -1486002 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1486076.000000 Penalty: 3072.827637
	Iteration 12Q: 3 clusters Score -1486076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1486126.375000 Penalty: 3072.827637
	Iteration 13Q: 3 clusters Score -1486126 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1486169.125000 Penalty: 3072.827637
	Iteration 14Q: 3 clusters Score -1486169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1486204.250000 Penalty: 3072.827637
	Iteration 15Q: 3 clusters Score -1486204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1486243.000000 Penalty: 3072.827637
	Iteration 16Q: 3 clusters Score -1486243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1486274.125000 Penalty: 3072.827637
	Iteration 17Q: 3 clusters Score -1486274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1486304.750000 Penalty: 3072.827637
	Iteration 18Q: 3 clusters Score -1486305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1486339.125000 Penalty: 3072.827637
	Iteration 19Q: 3 clusters Score -1486339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1486373.250000 Penalty: 3072.827637
	Iteration 20F: 3 clusters Score -1486373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1486392.125000 Penalty: 3072.827637
	Iteration 21Q: 3 clusters Score -1486392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1486414.125000 Penalty: 3072.827637
	Iteration 22Q: 3 clusters Score -1486414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1486426.125000 Penalty: 3072.827637
	Iteration 23Q: 3 clusters Score -1486426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1486431.000000 Penalty: 3072.827637
	Iteration 24Q: 3 clusters Score -1486431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1486438.625000 Penalty: 3072.827637
	Iteration 25Q: 3 clusters Score -1486439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1486440.250000 Penalty: 3072.827637
	Iteration 26Q: 3 clusters Score -1486440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1486440.250000 Penalty: 3072.827637
	Iteration 27Q: 3 clusters Score -1486440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1486439.375000 Penalty: 3072.827637
	Iteration 28Q: 3 clusters Score -1486439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1486440.625000 Penalty: 3072.827637
	Iteration 29Q: 3 clusters Score -1486441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1486442.750000 Penalty: 3072.827637
	Iteration 30Q: 3 clusters Score -1486443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1486444.625000 Penalty: 3072.827637
	Iteration 31Q: 3 clusters Score -1486445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1486444.500000 Penalty: 3072.827637
	Iteration 32Q: 3 clusters Score -1486444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1486444.500000 Penalty: 3072.827637
	Iteration 33F: 3 clusters Score -1486444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -41871.875000 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -41871.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41006.656250 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -41006.66 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41187.417969 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -41187.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41283.312500 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -41283.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41329.132812 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -41329.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41381.156250 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -41381.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41399.000000 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -41399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41407.316406 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -41407.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41407.316406 Penalty: 1966.163452
	Iteration 7F: 3 clusters Score -41407.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Entering Unmasked Estep 
Score: -11182007.000000 Penalty: 1863.810059
	Iteration 0F: 2 clusters Score -1.118201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -11120858.000000 Penalty: 3727.620117
	Iteration 0F: 3 clusters Score -1.112086e+07 nChanged 45637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -11147927.000000 Penalty: 3727.620117
	Iteration 1F: 3 clusters Score -1.114793e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -11149214.000000 Penalty: 3727.620117
	Iteration 2Q: 3 clusters Score -1.114921e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -11151016.000000 Penalty: 3727.620117
	Iteration 3Q: 3 clusters Score -1.115102e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -11153484.000000 Penalty: 3727.620117
	Iteration 4Q: 3 clusters Score -1.115348e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -11156957.000000 Penalty: 3727.620117
	Iteration 5F: 3 clusters Score -1.115696e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -11161536.000000 Penalty: 3727.620117
	Iteration 6F: 3 clusters Score -1.116154e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -11166556.000000 Penalty: 3727.620117
	Iteration 7F: 3 clusters Score -1.116656e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -11169915.000000 Penalty: 3727.620117
	Iteration 8F: 3 clusters Score -1.116992e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -11171327.000000 Penalty: 3727.620117
	Iteration 9Q: 3 clusters Score -1.117133e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -11172020.000000 Penalty: 3727.620117
	Iteration 10Q: 3 clusters Score -1.117202e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -11172661.000000 Penalty: 3727.620117
	Iteration 11Q: 3 clusters Score -1.117266e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -11173068.000000 Penalty: 3727.620117
	Iteration 12Q: 3 clusters Score -1.117307e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -11173466.000000 Penalty: 3727.620117
	Iteration 13Q: 3 clusters Score -1.117347e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -11173915.000000 Penalty: 3727.620117
	Iteration 14Q: 3 clusters Score -1.117392e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -11174389.000000 Penalty: 3727.620117
	Iteration 15Q: 3 clusters Score -1.117439e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -11174837.000000 Penalty: 3727.620117
	Iteration 16Q: 3 clusters Score -1.117484e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -11175270.000000 Penalty: 3727.620117
	Iteration 17Q: 3 clusters Score -1.117527e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -11175721.000000 Penalty: 3727.620117
	Iteration 18Q: 3 clusters Score -1.117572e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -11176141.000000 Penalty: 3727.620117
	Iteration 19Q: 3 clusters Score -1.117614e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -11176554.000000 Penalty: 3727.620117
	Iteration 20F: 3 clusters Score -1.117655e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -11176963.000000 Penalty: 3727.620117
	Iteration 21Q: 3 clusters Score -1.117696e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -11177266.000000 Penalty: 3727.620117
	Iteration 22Q: 3 clusters Score -1.117727e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -11177434.000000 Penalty: 3727.620117
	Iteration 23Q: 3 clusters Score -1.117743e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -11177578.000000 Penalty: 3727.620117
	Iteration 24Q: 3 clusters Score -1.117758e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -11177642.000000 Penalty: 3727.620117
	Iteration 25Q: 3 clusters Score -1.117764e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -11177681.000000 Penalty: 3727.620117
	Iteration 26Q: 3 clusters Score -1.117768e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -11177760.000000 Penalty: 3727.620117
	Iteration 27Q: 3 clusters Score -1.117776e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -11177789.000000 Penalty: 3727.620117
	Iteration 28Q: 3 clusters Score -1.117779e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -11177765.000000 Penalty: 3727.620117
	Iteration 29Q: 3 clusters Score -1.117776e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -11177785.000000 Penalty: 3727.620117
	Iteration 30Q: 3 clusters Score -1.117778e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -11177778.000000 Penalty: 3727.620117
	Iteration 31Q: 3 clusters Score -1.117778e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -11177789.000000 Penalty: 3727.620117
	Iteration 32Q: 3 clusters Score -1.117779e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -11177783.000000 Penalty: 3727.620117
	Iteration 33Q: 3 clusters Score -1.117778e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -11177800.000000 Penalty: 3727.620117
	Iteration 34Q: 3 clusters Score -1.11778e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -11177807.000000 Penalty: 3727.620117
	Iteration 35Q: 3 clusters Score -1.117781e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -11177823.000000 Penalty: 3727.620117
	Iteration 36Q: 3 clusters Score -1.117782e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -11177796.000000 Penalty: 3727.620117
	Iteration 37Q: 3 clusters Score -1.11778e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -11177808.000000 Penalty: 3727.620117
	Iteration 38Q: 3 clusters Score -1.117781e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -11177803.000000 Penalty: 3727.620117
	Iteration 39Q: 3 clusters Score -1.11778e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -11177807.000000 Penalty: 3727.620117
	Iteration 40F: 3 clusters Score -1.117781e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -11177806.000000 Penalty: 3727.620117
	Iteration 41Q: 3 clusters Score -1.117781e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -11177809.000000 Penalty: 3727.620117
	Iteration 42Q: 3 clusters Score -1.117781e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -11177810.000000 Penalty: 3727.620117
	Iteration 43Q: 3 clusters Score -1.117781e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -11177820.000000 Penalty: 3727.620117
	Iteration 44Q: 3 clusters Score -1.117782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -11177818.000000 Penalty: 3727.620117
	Iteration 45Q: 3 clusters Score -1.117782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -11177817.000000 Penalty: 3727.620117
	Iteration 46Q: 3 clusters Score -1.117782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -11177810.000000 Penalty: 3727.620117
	Iteration 47Q: 3 clusters Score -1.117781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -11177814.000000 Penalty: 3727.620117
	Iteration 48Q: 3 clusters Score -1.117781e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -11177821.000000 Penalty: 3727.620117
	Iteration 49Q: 3 clusters Score -1.117782e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -11177802.000000 Penalty: 3727.620117
	Iteration 50Q: 3 clusters Score -1.11778e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -11177805.000000 Penalty: 3727.620117
	Iteration 51Q: 3 clusters Score -1.11778e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -11177803.000000 Penalty: 3727.620117
	Iteration 52Q: 3 clusters Score -1.11778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -11177813.000000 Penalty: 3727.620117
	Iteration 53Q: 3 clusters Score -1.117781e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -11177807.000000 Penalty: 3727.620117
	Iteration 54Q: 3 clusters Score -1.117781e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -11177826.000000 Penalty: 3727.620117
	Iteration 55Q: 3 clusters Score -1.117783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -11177805.000000 Penalty: 3727.620117
	Iteration 56Q: 3 clusters Score -1.11778e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -11177805.000000 Penalty: 3727.620117
	Iteration 57Q: 3 clusters Score -1.11778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -11177797.000000 Penalty: 3727.620117
	Iteration 58Q: 3 clusters Score -1.11778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -11177796.000000 Penalty: 3727.620117
	Iteration 59Q: 3 clusters Score -1.11778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -11177794.000000 Penalty: 3727.620117
	Iteration 60F: 3 clusters Score -1.117779e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -11177791.000000 Penalty: 3727.620117
	Iteration 61Q: 3 clusters Score -1.117779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -11177795.000000 Penalty: 3727.620117
	Iteration 62Q: 3 clusters Score -1.11778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -11177799.000000 Penalty: 3727.620117
	Iteration 63Q: 3 clusters Score -1.11778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -11177799.000000 Penalty: 3727.620117
	Iteration 64Q: 3 clusters Score -1.11778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -11177797.000000 Penalty: 3727.620117
	Iteration 65Q: 3 clusters Score -1.11778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -11177804.000000 Penalty: 3727.620117
	Iteration 66Q: 3 clusters Score -1.11778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -11177807.000000 Penalty: 3727.620117
	Iteration 67Q: 3 clusters Score -1.117781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -11177809.000000 Penalty: 3727.620117
	Iteration 68Q: 3 clusters Score -1.117781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -11177818.000000 Penalty: 3727.620117
	Iteration 69Q: 3 clusters Score -1.117782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -11177812.000000 Penalty: 3727.620117
	Iteration 70Q: 3 clusters Score -1.117781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -11177816.000000 Penalty: 3727.620117
	Iteration 71Q: 3 clusters Score -1.117782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -11177814.000000 Penalty: 3727.620117
	Iteration 72Q: 3 clusters Score -1.117781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -11177808.000000 Penalty: 3727.620117
	Iteration 73Q: 3 clusters Score -1.117781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -11177792.000000 Penalty: 3727.620117
	Iteration 74Q: 3 clusters Score -1.117779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -11177797.000000 Penalty: 3727.620117
	Iteration 75Q: 3 clusters Score -1.11778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -11177799.000000 Penalty: 3727.620117
	Iteration 76Q: 3 clusters Score -1.11778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -11177800.000000 Penalty: 3727.620117
	Iteration 77Q: 3 clusters Score -1.11778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -11177796.000000 Penalty: 3727.620117
	Iteration 78Q: 3 clusters Score -1.11778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -11177794.000000 Penalty: 3727.620117
	Iteration 79Q: 3 clusters Score -1.117779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -11177798.000000 Penalty: 3727.620117
	Iteration 80F: 3 clusters Score -1.11778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -11177799.000000 Penalty: 3727.620117
	Iteration 81Q: 3 clusters Score -1.11778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -11177798.000000 Penalty: 3727.620117
	Iteration 82Q: 3 clusters Score -1.11778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -11177805.000000 Penalty: 3727.620117
	Iteration 83Q: 3 clusters Score -1.11778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -11177802.000000 Penalty: 3727.620117
	Iteration 84Q: 3 clusters Score -1.11778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -11177806.000000 Penalty: 3727.620117
	Iteration 85Q: 3 clusters Score -1.117781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -11177806.000000 Penalty: 3727.620117
	Iteration 86F: 3 clusters Score -1.117781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -196474.671875 Penalty: 1226.725952
	Iteration 0F: 2 clusters Score -196474.7 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 930 members 
Entering Unmasked Estep 
Score: -194457.234375 Penalty: 2453.451904
	Iteration 0F: 3 clusters Score -194457.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -194886.328125 Penalty: 2453.451904
	Iteration 1F: 3 clusters Score -194886.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -195020.187500 Penalty: 2453.451904
	Iteration 2F: 3 clusters Score -195020.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -195124.375000 Penalty: 2453.451904
	Iteration 3F: 3 clusters Score -195124.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -195200.812500 Penalty: 2453.451904
	Iteration 4Q: 3 clusters Score -195200.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -195259.250000 Penalty: 2453.451904
	Iteration 5Q: 3 clusters Score -195259.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -195297.312500 Penalty: 2453.451904
	Iteration 6Q: 3 clusters Score -195297.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -195326.953125 Penalty: 2453.451904
	Iteration 7Q: 3 clusters Score -195327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -195348.796875 Penalty: 2453.451904
	Iteration 8Q: 3 clusters Score -195348.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -195361.734375 Penalty: 2453.451904
	Iteration 9Q: 3 clusters Score -195361.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -195372.296875 Penalty: 2453.451904
	Iteration 10Q: 3 clusters Score -195372.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -195379.156250 Penalty: 2453.451904
	Iteration 11Q: 3 clusters Score -195379.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -195384.000000 Penalty: 2453.451904
	Iteration 12Q: 3 clusters Score -195384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -195387.625000 Penalty: 2453.451904
	Iteration 13Q: 3 clusters Score -195387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -195393.656250 Penalty: 2453.451904
	Iteration 14Q: 3 clusters Score -195393.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -195401.328125 Penalty: 2453.451904
	Iteration 15Q: 3 clusters Score -195401.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -195411.046875 Penalty: 2453.451904
	Iteration 16Q: 3 clusters Score -195411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -195419.156250 Penalty: 2453.451904
	Iteration 17Q: 3 clusters Score -195419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -195427.687500 Penalty: 2453.451904
	Iteration 18Q: 3 clusters Score -195427.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -195434.859375 Penalty: 2453.451904
	Iteration 19Q: 3 clusters Score -195434.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -195444.156250 Penalty: 2453.451904
	Iteration 20F: 3 clusters Score -195444.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -195452.734375 Penalty: 2453.451904
	Iteration 21Q: 3 clusters Score -195452.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -195461.906250 Penalty: 2453.451904
	Iteration 22Q: 3 clusters Score -195461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -195466.406250 Penalty: 2453.451904
	Iteration 23Q: 3 clusters Score -195466.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -195468.828125 Penalty: 2453.451904
	Iteration 24Q: 3 clusters Score -195468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -195470.171875 Penalty: 2453.451904
	Iteration 25Q: 3 clusters Score -195470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -195472.500000 Penalty: 2453.451904
	Iteration 26Q: 3 clusters Score -195472.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -195474.515625 Penalty: 2453.451904
	Iteration 27Q: 3 clusters Score -195474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -195475.875000 Penalty: 2453.451904
	Iteration 28Q: 3 clusters Score -195475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -195477.921875 Penalty: 2453.451904
	Iteration 29Q: 3 clusters Score -195477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -195481.500000 Penalty: 2453.451904
	Iteration 30Q: 3 clusters Score -195481.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -195485.359375 Penalty: 2453.451904
	Iteration 31Q: 3 clusters Score -195485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -195488.968750 Penalty: 2453.451904
	Iteration 32Q: 3 clusters Score -195489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -195493.593750 Penalty: 2453.451904
	Iteration 33Q: 3 clusters Score -195493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -195499.765625 Penalty: 2453.451904
	Iteration 34Q: 3 clusters Score -195499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -195503.531250 Penalty: 2453.451904
	Iteration 35Q: 3 clusters Score -195503.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -195511.921875 Penalty: 2453.451904
	Iteration 36Q: 3 clusters Score -195511.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -195517.015625 Penalty: 2453.451904
	Iteration 37Q: 3 clusters Score -195517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -195518.281250 Penalty: 2453.451904
	Iteration 38Q: 3 clusters Score -195518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -195519.093750 Penalty: 2453.451904
	Iteration 39Q: 3 clusters Score -195519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -195521.203125 Penalty: 2453.451904
	Iteration 40F: 3 clusters Score -195521.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -195524.031250 Penalty: 2453.451904
	Iteration 41Q: 3 clusters Score -195524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -195525.656250 Penalty: 2453.451904
	Iteration 42Q: 3 clusters Score -195525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -195527.593750 Penalty: 2453.451904
	Iteration 43Q: 3 clusters Score -195527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -195529.437500 Penalty: 2453.451904
	Iteration 44Q: 3 clusters Score -195529.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -195533.500000 Penalty: 2453.451904
	Iteration 45Q: 3 clusters Score -195533.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -195537.343750 Penalty: 2453.451904
	Iteration 46Q: 3 clusters Score -195537.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -195541.062500 Penalty: 2453.451904
	Iteration 47Q: 3 clusters Score -195541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -195544.812500 Penalty: 2453.451904
	Iteration 48Q: 3 clusters Score -195544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -195546.656250 Penalty: 2453.451904
	Iteration 49Q: 3 clusters Score -195546.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -195548.328125 Penalty: 2453.451904
	Iteration 50Q: 3 clusters Score -195548.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -195549.656250 Penalty: 2453.451904
	Iteration 51Q: 3 clusters Score -195549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -195550.625000 Penalty: 2453.451904
	Iteration 52Q: 3 clusters Score -195550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -195552.218750 Penalty: 2453.451904
	Iteration 53Q: 3 clusters Score -195552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -195555.437500 Penalty: 2453.451904
	Iteration 54Q: 3 clusters Score -195555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -195556.546875 Penalty: 2453.451904
	Iteration 55Q: 3 clusters Score -195556.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -195558.109375 Penalty: 2453.451904
	Iteration 56Q: 3 clusters Score -195558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -195558.437500 Penalty: 2453.451904
	Iteration 57Q: 3 clusters Score -195558.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -195558.437500 Penalty: 2453.451904
	Iteration 58F: 3 clusters Score -195558.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Entering Unmasked Estep 
Score: -3011840.500000 Penalty: 1656.657104
	Iteration 0F: 2 clusters Score -3011840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2993646.500000 Penalty: 3313.314209
	Iteration 0F: 3 clusters Score -2993646 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3000361.500000 Penalty: 3313.314209
	Iteration 1F: 3 clusters Score -3000362 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3000777.000000 Penalty: 3313.314209
	Iteration 2Q: 3 clusters Score -3000777 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3001126.750000 Penalty: 3313.314209
	Iteration 3Q: 3 clusters Score -3001127 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3001516.000000 Penalty: 3313.314209
	Iteration 4Q: 3 clusters Score -3001516 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3001940.000000 Penalty: 3313.314209
	Iteration 5Q: 3 clusters Score -3001940 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3002542.500000 Penalty: 3313.314209
	Iteration 6Q: 3 clusters Score -3002542 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3003328.750000 Penalty: 3313.314209
	Iteration 7F: 3 clusters Score -3003329 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3004406.500000 Penalty: 3313.314209
	Iteration 8F: 3 clusters Score -3004406 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3005800.750000 Penalty: 3313.314209
	Iteration 9F: 3 clusters Score -3005801 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3007250.500000 Penalty: 3313.314209
	Iteration 10F: 3 clusters Score -3007250 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3008475.250000 Penalty: 3313.314209
	Iteration 11F: 3 clusters Score -3008475 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3009282.500000 Penalty: 3313.314209
	Iteration 12Q: 3 clusters Score -3009282 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3009786.750000 Penalty: 3313.314209
	Iteration 13Q: 3 clusters Score -3009787 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3010052.250000 Penalty: 3313.314209
	Iteration 14Q: 3 clusters Score -3010052 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3010217.750000 Penalty: 3313.314209
	Iteration 15Q: 3 clusters Score -3010218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3010303.250000 Penalty: 3313.314209
	Iteration 16Q: 3 clusters Score -3010303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -3010350.000000 Penalty: 3313.314209
	Iteration 17Q: 3 clusters Score -3010350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3010376.000000 Penalty: 3313.314209
	Iteration 18Q: 3 clusters Score -3010376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3010396.250000 Penalty: 3313.314209
	Iteration 19Q: 3 clusters Score -3010396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3010403.750000 Penalty: 3313.314209
	Iteration 20F: 3 clusters Score -3010404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3010405.500000 Penalty: 3313.314209
	Iteration 21Q: 3 clusters Score -3010406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3010406.000000 Penalty: 3313.314209
	Iteration 22Q: 3 clusters Score -3010406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3010406.000000 Penalty: 3313.314209
	Iteration 23Q: 3 clusters Score -3010406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3010404.750000 Penalty: 3313.314209
	Iteration 24Q: 3 clusters Score -3010405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3010407.250000 Penalty: 3313.314209
	Iteration 25Q: 3 clusters Score -3010407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3010406.500000 Penalty: 3313.314209
	Iteration 26Q: 3 clusters Score -3010406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3010410.750000 Penalty: 3313.314209
	Iteration 27Q: 3 clusters Score -3010411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3010410.500000 Penalty: 3313.314209
	Iteration 28Q: 3 clusters Score -3010410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3010411.250000 Penalty: 3313.314209
	Iteration 29Q: 3 clusters Score -3010411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3010411.250000 Penalty: 3313.314209
	Iteration 30F: 3 clusters Score -3010411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Entering Unmasked Estep 
Score: -1447787.250000 Penalty: 1535.161865
	Iteration 0F: 2 clusters Score -1447787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1438887.500000 Penalty: 3070.323730
	Iteration 0F: 3 clusters Score -1438888 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1442309.250000 Penalty: 3070.323730
	Iteration 1F: 3 clusters Score -1442309 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1443132.500000 Penalty: 3070.323730
	Iteration 2F: 3 clusters Score -1443132 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1444023.375000 Penalty: 3070.323730
	Iteration 3F: 3 clusters Score -1444023 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1444922.250000 Penalty: 3070.323730
	Iteration 4F: 3 clusters Score -1444922 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1445656.125000 Penalty: 3070.323730
	Iteration 5F: 3 clusters Score -1445656 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1446078.875000 Penalty: 3070.323730
	Iteration 6F: 3 clusters Score -1446079 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1446259.250000 Penalty: 3070.323730
	Iteration 7Q: 3 clusters Score -1446259 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1446347.125000 Penalty: 3070.323730
	Iteration 8Q: 3 clusters Score -1446347 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1446392.125000 Penalty: 3070.323730
	Iteration 9Q: 3 clusters Score -1446392 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1446418.875000 Penalty: 3070.323730
	Iteration 10Q: 3 clusters Score -1446419 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1446438.500000 Penalty: 3070.323730
	Iteration 11Q: 3 clusters Score -1446438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1446451.375000 Penalty: 3070.323730
	Iteration 12Q: 3 clusters Score -1446451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1446472.750000 Penalty: 3070.323730
	Iteration 13Q: 3 clusters Score -1446473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1446482.500000 Penalty: 3070.323730
	Iteration 14Q: 3 clusters Score -1446482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1446501.250000 Penalty: 3070.323730
	Iteration 15Q: 3 clusters Score -1446501 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1446514.750000 Penalty: 3070.323730
	Iteration 16Q: 3 clusters Score -1446515 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1446524.500000 Penalty: 3070.323730
	Iteration 17Q: 3 clusters Score -1446524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1446538.125000 Penalty: 3070.323730
	Iteration 18Q: 3 clusters Score -1446538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1446545.500000 Penalty: 3070.323730
	Iteration 19Q: 3 clusters Score -1446546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1446559.250000 Penalty: 3070.323730
	Iteration 20F: 3 clusters Score -1446559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1446572.625000 Penalty: 3070.323730
	Iteration 21Q: 3 clusters Score -1446573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1446595.375000 Penalty: 3070.323730
	Iteration 22Q: 3 clusters Score -1446595 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1446608.875000 Penalty: 3070.323730
	Iteration 23Q: 3 clusters Score -1446609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1446629.500000 Penalty: 3070.323730
	Iteration 24Q: 3 clusters Score -1446630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1446651.625000 Penalty: 3070.323730
	Iteration 25Q: 3 clusters Score -1446652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1446666.250000 Penalty: 3070.323730
	Iteration 26Q: 3 clusters Score -1446666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1446690.125000 Penalty: 3070.323730
	Iteration 27Q: 3 clusters Score -1446690 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1446710.250000 Penalty: 3070.323730
	Iteration 28Q: 3 clusters Score -1446710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1446725.250000 Penalty: 3070.323730
	Iteration 29Q: 3 clusters Score -1446725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1446741.625000 Penalty: 3070.323730
	Iteration 30Q: 3 clusters Score -1446742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1446758.625000 Penalty: 3070.323730
	Iteration 31Q: 3 clusters Score -1446759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1446778.875000 Penalty: 3070.323730
	Iteration 32Q: 3 clusters Score -1446779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1446801.250000 Penalty: 3070.323730
	Iteration 33Q: 3 clusters Score -1446801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1446818.750000 Penalty: 3070.323730
	Iteration 34Q: 3 clusters Score -1446819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1446831.750000 Penalty: 3070.323730
	Iteration 35Q: 3 clusters Score -1446832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1446836.375000 Penalty: 3070.323730
	Iteration 36Q: 3 clusters Score -1446836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1446837.500000 Penalty: 3070.323730
	Iteration 37Q: 3 clusters Score -1446838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1446843.250000 Penalty: 3070.323730
	Iteration 38Q: 3 clusters Score -1446843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1446845.875000 Penalty: 3070.323730
	Iteration 39Q: 3 clusters Score -1446846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1446847.000000 Penalty: 3070.323730
	Iteration 40F: 3 clusters Score -1446847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1446848.750000 Penalty: 3070.323730
	Iteration 41Q: 3 clusters Score -1446849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1446855.500000 Penalty: 3070.323730
	Iteration 42Q: 3 clusters Score -1446856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1446858.125000 Penalty: 3070.323730
	Iteration 43Q: 3 clusters Score -1446858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1446860.875000 Penalty: 3070.323730
	Iteration 44Q: 3 clusters Score -1446861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1446866.125000 Penalty: 3070.323730
	Iteration 45Q: 3 clusters Score -1446866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1446872.250000 Penalty: 3070.323730
	Iteration 46Q: 3 clusters Score -1446872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1446878.000000 Penalty: 3070.323730
	Iteration 47Q: 3 clusters Score -1446878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1446889.000000 Penalty: 3070.323730
	Iteration 48Q: 3 clusters Score -1446889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1446894.375000 Penalty: 3070.323730
	Iteration 49Q: 3 clusters Score -1446894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1446899.375000 Penalty: 3070.323730
	Iteration 50Q: 3 clusters Score -1446899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1446906.875000 Penalty: 3070.323730
	Iteration 51Q: 3 clusters Score -1446907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1446908.625000 Penalty: 3070.323730
	Iteration 52Q: 3 clusters Score -1446909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1446914.625000 Penalty: 3070.323730
	Iteration 53Q: 3 clusters Score -1446915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1446913.500000 Penalty: 3070.323730
	Iteration 54Q: 3 clusters Score -1446914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1446917.375000 Penalty: 3070.323730
	Iteration 55Q: 3 clusters Score -1446917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1446920.500000 Penalty: 3070.323730
	Iteration 56Q: 3 clusters Score -1446920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1446921.375000 Penalty: 3070.323730
	Iteration 57Q: 3 clusters Score -1446921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1446920.750000 Penalty: 3070.323730
	Iteration 58Q: 3 clusters Score -1446921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1446922.375000 Penalty: 3070.323730
	Iteration 59Q: 3 clusters Score -1446922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1446921.000000 Penalty: 3070.323730
	Iteration 60F: 3 clusters Score -1446921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1446923.250000 Penalty: 3070.323730
	Iteration 61Q: 3 clusters Score -1446923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1446925.000000 Penalty: 3070.323730
	Iteration 62Q: 3 clusters Score -1446925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1446925.625000 Penalty: 3070.323730
	Iteration 63Q: 3 clusters Score -1446926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1446926.125000 Penalty: 3070.323730
	Iteration 64Q: 3 clusters Score -1446926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1446924.750000 Penalty: 3070.323730
	Iteration 65Q: 3 clusters Score -1446925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1446924.125000 Penalty: 3070.323730
	Iteration 66Q: 3 clusters Score -1446924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1446926.875000 Penalty: 3070.323730
	Iteration 67Q: 3 clusters Score -1446927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1446925.375000 Penalty: 3070.323730
	Iteration 68Q: 3 clusters Score -1446925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1446928.000000 Penalty: 3070.323730
	Iteration 69Q: 3 clusters Score -1446928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1446928.500000 Penalty: 3070.323730
	Iteration 70Q: 3 clusters Score -1446928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1446934.000000 Penalty: 3070.323730
	Iteration 71Q: 3 clusters Score -1446934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1446939.000000 Penalty: 3070.323730
	Iteration 72Q: 3 clusters Score -1446939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1446940.000000 Penalty: 3070.323730
	Iteration 73Q: 3 clusters Score -1446940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1446939.500000 Penalty: 3070.323730
	Iteration 74Q: 3 clusters Score -1446940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1446941.750000 Penalty: 3070.323730
	Iteration 75Q: 3 clusters Score -1446942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1446942.125000 Penalty: 3070.323730
	Iteration 76Q: 3 clusters Score -1446942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1446944.250000 Penalty: 3070.323730
	Iteration 77Q: 3 clusters Score -1446944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1446943.500000 Penalty: 3070.323730
	Iteration 78Q: 3 clusters Score -1446944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1446943.500000 Penalty: 3070.323730
	Iteration 79Q: 3 clusters Score -1446944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1446943.875000 Penalty: 3070.323730
	Iteration 80F: 3 clusters Score -1446944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1446944.500000 Penalty: 3070.323730
	Iteration 81Q: 3 clusters Score -1446944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1446946.000000 Penalty: 3070.323730
	Iteration 82Q: 3 clusters Score -1446946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1446946.000000 Penalty: 3070.323730
	Iteration 83F: 3 clusters Score -1446946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Entering Unmasked Estep 
Score: -1709824.375000 Penalty: 1559.406982
	Iteration 0F: 2 clusters Score -1709824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1699580.625000 Penalty: 3118.813965
	Iteration 0F: 3 clusters Score -1699581 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1703045.875000 Penalty: 3118.813965
	Iteration 1F: 3 clusters Score -1703046 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1703294.375000 Penalty: 3118.813965
	Iteration 2F: 3 clusters Score -1703294 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1703497.125000 Penalty: 3118.813965
	Iteration 3Q: 3 clusters Score -1703497 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1703675.125000 Penalty: 3118.813965
	Iteration 4Q: 3 clusters Score -1703675 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1703857.125000 Penalty: 3118.813965
	Iteration 5Q: 3 clusters Score -1703857 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1704066.875000 Penalty: 3118.813965
	Iteration 6Q: 3 clusters Score -1704067 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1704336.000000 Penalty: 3118.813965
	Iteration 7Q: 3 clusters Score -1704336 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1704705.375000 Penalty: 3118.813965
	Iteration 8Q: 3 clusters Score -1704705 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1705188.125000 Penalty: 3118.813965
	Iteration 9Q: 3 clusters Score -1705188 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1705653.375000 Penalty: 3118.813965
	Iteration 10Q: 3 clusters Score -1705653 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1706181.625000 Penalty: 3118.813965
	Iteration 11Q: 3 clusters Score -1706182 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1706625.000000 Penalty: 3118.813965
	Iteration 12Q: 3 clusters Score -1706625 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1706997.625000 Penalty: 3118.813965
	Iteration 13Q: 3 clusters Score -1706998 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1707266.250000 Penalty: 3118.813965
	Iteration 14Q: 3 clusters Score -1707266 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1707477.250000 Penalty: 3118.813965
	Iteration 15Q: 3 clusters Score -1707477 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1707646.250000 Penalty: 3118.813965
	Iteration 16Q: 3 clusters Score -1707646 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1707768.250000 Penalty: 3118.813965
	Iteration 17Q: 3 clusters Score -1707768 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1707873.750000 Penalty: 3118.813965
	Iteration 18Q: 3 clusters Score -1707874 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1707958.125000 Penalty: 3118.813965
	Iteration 19Q: 3 clusters Score -1707958 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1708046.625000 Penalty: 3118.813965
	Iteration 20F: 3 clusters Score -1708047 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1708118.750000 Penalty: 3118.813965
	Iteration 21Q: 3 clusters Score -1708119 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1708166.875000 Penalty: 3118.813965
	Iteration 22Q: 3 clusters Score -1708167 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1708208.250000 Penalty: 3118.813965
	Iteration 23Q: 3 clusters Score -1708208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1708253.625000 Penalty: 3118.813965
	Iteration 24Q: 3 clusters Score -1708254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1708284.375000 Penalty: 3118.813965
	Iteration 25Q: 3 clusters Score -1708284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1708310.500000 Penalty: 3118.813965
	Iteration 26Q: 3 clusters Score -1708310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1708323.625000 Penalty: 3118.813965
	Iteration 27Q: 3 clusters Score -1708324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1708338.625000 Penalty: 3118.813965
	Iteration 28Q: 3 clusters Score -1708339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1708358.500000 Penalty: 3118.813965
	Iteration 29Q: 3 clusters Score -1708358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1708366.250000 Penalty: 3118.813965
	Iteration 30Q: 3 clusters Score -1708366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1708382.375000 Penalty: 3118.813965
	Iteration 31Q: 3 clusters Score -1708382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1708399.875000 Penalty: 3118.813965
	Iteration 32Q: 3 clusters Score -1708400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1708415.750000 Penalty: 3118.813965
	Iteration 33Q: 3 clusters Score -1708416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1708422.625000 Penalty: 3118.813965
	Iteration 34Q: 3 clusters Score -1708423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1708423.500000 Penalty: 3118.813965
	Iteration 35Q: 3 clusters Score -1708424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1708427.625000 Penalty: 3118.813965
	Iteration 36Q: 3 clusters Score -1708428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1708428.875000 Penalty: 3118.813965
	Iteration 37Q: 3 clusters Score -1708429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1708430.125000 Penalty: 3118.813965
	Iteration 38Q: 3 clusters Score -1708430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1708433.750000 Penalty: 3118.813965
	Iteration 39Q: 3 clusters Score -1708434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1708442.375000 Penalty: 3118.813965
	Iteration 40F: 3 clusters Score -1708442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1708453.250000 Penalty: 3118.813965
	Iteration 41Q: 3 clusters Score -1708453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1708462.625000 Penalty: 3118.813965
	Iteration 42Q: 3 clusters Score -1708463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1708476.000000 Penalty: 3118.813965
	Iteration 43Q: 3 clusters Score -1708476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1708480.000000 Penalty: 3118.813965
	Iteration 44Q: 3 clusters Score -1708480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1708485.000000 Penalty: 3118.813965
	Iteration 45Q: 3 clusters Score -1708485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1708486.500000 Penalty: 3118.813965
	Iteration 46Q: 3 clusters Score -1708486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1708486.375000 Penalty: 3118.813965
	Iteration 47Q: 3 clusters Score -1708486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1708487.000000 Penalty: 3118.813965
	Iteration 48Q: 3 clusters Score -1708487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1708488.750000 Penalty: 3118.813965
	Iteration 49Q: 3 clusters Score -1708489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1708490.875000 Penalty: 3118.813965
	Iteration 50Q: 3 clusters Score -1708491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1708494.750000 Penalty: 3118.813965
	Iteration 51Q: 3 clusters Score -1708495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1708497.375000 Penalty: 3118.813965
	Iteration 52Q: 3 clusters Score -1708497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1708500.875000 Penalty: 3118.813965
	Iteration 53Q: 3 clusters Score -1708501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1708506.000000 Penalty: 3118.813965
	Iteration 54Q: 3 clusters Score -1708506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1708514.000000 Penalty: 3118.813965
	Iteration 55Q: 3 clusters Score -1708514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1708516.125000 Penalty: 3118.813965
	Iteration 56Q: 3 clusters Score -1708516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1708517.375000 Penalty: 3118.813965
	Iteration 57Q: 3 clusters Score -1708517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1708520.125000 Penalty: 3118.813965
	Iteration 58Q: 3 clusters Score -1708520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1708525.000000 Penalty: 3118.813965
	Iteration 59Q: 3 clusters Score -1708525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1708529.750000 Penalty: 3118.813965
	Iteration 60F: 3 clusters Score -1708530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1708533.125000 Penalty: 3118.813965
	Iteration 61Q: 3 clusters Score -1708533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1708537.000000 Penalty: 3118.813965
	Iteration 62Q: 3 clusters Score -1708537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1708538.375000 Penalty: 3118.813965
	Iteration 63Q: 3 clusters Score -1708538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1708535.750000 Penalty: 3118.813965
	Iteration 64Q: 3 clusters Score -1708536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1708541.875000 Penalty: 3118.813965
	Iteration 65Q: 3 clusters Score -1708542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1708543.000000 Penalty: 3118.813965
	Iteration 66Q: 3 clusters Score -1708543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1708546.625000 Penalty: 3118.813965
	Iteration 67Q: 3 clusters Score -1708547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1708550.375000 Penalty: 3118.813965
	Iteration 68Q: 3 clusters Score -1708550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1708551.250000 Penalty: 3118.813965
	Iteration 69Q: 3 clusters Score -1708551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1708551.125000 Penalty: 3118.813965
	Iteration 70Q: 3 clusters Score -1708551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1708551.125000 Penalty: 3118.813965
	Iteration 71F: 3 clusters Score -1708551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133180 members 
Entering Unmasked Estep 
Score: -15315317.000000 Penalty: 1917.411743
	Iteration 0F: 2 clusters Score -1.531532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -15232311.000000 Penalty: 3834.823486
	Iteration 0F: 3 clusters Score -1.523231e+07 nChanged 63851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 68161 members 
Entering Unmasked Estep 
Score: -15269449.000000 Penalty: 3834.823486
	Iteration 1F: 3 clusters Score -1.526945e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -15270002.000000 Penalty: 3834.823486
	Iteration 2Q: 3 clusters Score -1.527e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -15270633.000000 Penalty: 3834.823486
	Iteration 3Q: 3 clusters Score -1.527063e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -15271466.000000 Penalty: 3834.823486
	Iteration 4Q: 3 clusters Score -1.527147e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -15272679.000000 Penalty: 3834.823486
	Iteration 5Q: 3 clusters Score -1.527268e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -15274820.000000 Penalty: 3834.823486
	Iteration 6Q: 3 clusters Score -1.527482e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -15278613.000000 Penalty: 3834.823486
	Iteration 7Q: 3 clusters Score -1.527861e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -15284282.000000 Penalty: 3834.823486
	Iteration 8F: 3 clusters Score -1.528428e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 94584 members 
Entering Unmasked Estep 
Score: -15291399.000000 Penalty: 3834.823486
	Iteration 9F: 3 clusters Score -1.52914e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -15296823.000000 Penalty: 3834.823486
	Iteration 10F: 3 clusters Score -1.529682e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 102182 members 
Entering Unmasked Estep 
Score: -15299928.000000 Penalty: 3834.823486
	Iteration 11Q: 3 clusters Score -1.529993e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 104772 members 
Entering Unmasked Estep 
Score: -15301465.000000 Penalty: 3834.823486
	Iteration 12Q: 3 clusters Score -1.530146e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -15302613.000000 Penalty: 3834.823486
	Iteration 13Q: 3 clusters Score -1.530261e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 109809 members 
Entering Unmasked Estep 
Score: -15303516.000000 Penalty: 3834.823486
	Iteration 14Q: 3 clusters Score -1.530352e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 112236 members 
Entering Unmasked Estep 
Score: -15304562.000000 Penalty: 3834.823486
	Iteration 15Q: 3 clusters Score -1.530456e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 114617 members 
Entering Unmasked Estep 
Score: -15305461.000000 Penalty: 3834.823486
	Iteration 16Q: 3 clusters Score -1.530546e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 116909 members 
Entering Unmasked Estep 
Score: -15306351.000000 Penalty: 3834.823486
	Iteration 17Q: 3 clusters Score -1.530635e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 118924 members 
Entering Unmasked Estep 
Score: -15307005.000000 Penalty: 3834.823486
	Iteration 18Q: 3 clusters Score -1.5307e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 120824 members 
Entering Unmasked Estep 
Score: -15307718.000000 Penalty: 3834.823486
	Iteration 19Q: 3 clusters Score -1.530772e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 122632 members 
Entering Unmasked Estep 
Score: -15308454.000000 Penalty: 3834.823486
	Iteration 20F: 3 clusters Score -1.530845e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 124261 members 
Entering Unmasked Estep 
Score: -15309221.000000 Penalty: 3834.823486
	Iteration 21Q: 3 clusters Score -1.530922e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 125652 members 
Entering Unmasked Estep 
Score: -15309853.000000 Penalty: 3834.823486
	Iteration 22Q: 3 clusters Score -1.530985e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 126910 members 
Entering Unmasked Estep 
Score: -15310472.000000 Penalty: 3834.823486
	Iteration 23Q: 3 clusters Score -1.531047e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 127939 members 
Entering Unmasked Estep 
Score: -15310934.000000 Penalty: 3834.823486
	Iteration 24Q: 3 clusters Score -1.531093e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 128833 members 
Entering Unmasked Estep 
Score: -15311318.000000 Penalty: 3834.823486
	Iteration 25Q: 3 clusters Score -1.531132e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -15311581.000000 Penalty: 3834.823486
	Iteration 26Q: 3 clusters Score -1.531158e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 130234 members 
Entering Unmasked Estep 
Score: -15311928.000000 Penalty: 3834.823486
	Iteration 27Q: 3 clusters Score -1.531193e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 130766 members 
Entering Unmasked Estep 
Score: -15312206.000000 Penalty: 3834.823486
	Iteration 28Q: 3 clusters Score -1.531221e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 131243 members 
Entering Unmasked Estep 
Score: -15312470.000000 Penalty: 3834.823486
	Iteration 29Q: 3 clusters Score -1.531247e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 131615 members 
Entering Unmasked Estep 
Score: -15312713.000000 Penalty: 3834.823486
	Iteration 30Q: 3 clusters Score -1.531271e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 131914 members 
Entering Unmasked Estep 
Score: -15312897.000000 Penalty: 3834.823486
	Iteration 31Q: 3 clusters Score -1.53129e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 132141 members 
Entering Unmasked Estep 
Score: -15313045.000000 Penalty: 3834.823486
	Iteration 32Q: 3 clusters Score -1.531304e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 132285 members 
Entering Unmasked Estep 
Score: -15313139.000000 Penalty: 3834.823486
	Iteration 33Q: 3 clusters Score -1.531314e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -15313225.000000 Penalty: 3834.823486
	Iteration 34Q: 3 clusters Score -1.531322e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 132485 members 
Entering Unmasked Estep 
Score: -15313285.000000 Penalty: 3834.823486
	Iteration 35Q: 3 clusters Score -1.531328e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 132555 members 
Entering Unmasked Estep 
Score: -15313356.000000 Penalty: 3834.823486
	Iteration 36Q: 3 clusters Score -1.531336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 132592 members 
Entering Unmasked Estep 
Score: -15313406.000000 Penalty: 3834.823486
	Iteration 37Q: 3 clusters Score -1.531341e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 132613 members 
Entering Unmasked Estep 
Score: -15313428.000000 Penalty: 3834.823486
	Iteration 38Q: 3 clusters Score -1.531343e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 132629 members 
Entering Unmasked Estep 
Score: -15313440.000000 Penalty: 3834.823486
	Iteration 39Q: 3 clusters Score -1.531344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 132646 members 
Entering Unmasked Estep 
Score: -15313462.000000 Penalty: 3834.823486
	Iteration 40F: 3 clusters Score -1.531346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 132659 members 
Entering Unmasked Estep 
Score: -15313469.000000 Penalty: 3834.823486
	Iteration 41Q: 3 clusters Score -1.531347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 132666 members 
Entering Unmasked Estep 
Score: -15313465.000000 Penalty: 3834.823486
	Iteration 42Q: 3 clusters Score -1.531346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 132673 members 
Entering Unmasked Estep 
Score: -15313469.000000 Penalty: 3834.823486
	Iteration 43Q: 3 clusters Score -1.531347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 132682 members 
Entering Unmasked Estep 
Score: -15313479.000000 Penalty: 3834.823486
	Iteration 44Q: 3 clusters Score -1.531348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 132687 members 
Entering Unmasked Estep 
Score: -15313497.000000 Penalty: 3834.823486
	Iteration 45Q: 3 clusters Score -1.53135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 132691 members 
Entering Unmasked Estep 
Score: -15313488.000000 Penalty: 3834.823486
	Iteration 46Q: 3 clusters Score -1.531349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 132692 members 
Entering Unmasked Estep 
Score: -15313491.000000 Penalty: 3834.823486
	Iteration 47Q: 3 clusters Score -1.531349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 132692 members 
Entering Unmasked Estep 
Score: -15313491.000000 Penalty: 3834.823486
	Iteration 48F: 3 clusters Score -1.531349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -45423.296875 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -45423.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44386.925781 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -44386.93 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44559.410156 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -44559.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44610.425781 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -44610.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44646.023438 Penalty: 1984.782349
	Iteration 3Q: 3 clusters Score -44646.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44669.019531 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -44669.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44680.425781 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -44680.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44687.343750 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -44687.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44692.277344 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -44692.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44695.777344 Penalty: 1984.782349
	Iteration 8Q: 3 clusters Score -44695.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44697.910156 Penalty: 1984.782349
	Iteration 9Q: 3 clusters Score -44697.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44698.863281 Penalty: 1984.782349
	Iteration 10Q: 3 clusters Score -44698.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44698.863281 Penalty: 1984.782349
	Iteration 11F: 3 clusters Score -44698.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -115288.031250 Penalty: 1123.966187
	Iteration 0F: 2 clusters Score -115288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113810.015625 Penalty: 2247.932373
	Iteration 0F: 3 clusters Score -113810 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114035.492188 Penalty: 2247.932373
	Iteration 1F: 3 clusters Score -114035.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -114107.875000 Penalty: 2247.932373
	Iteration 2F: 3 clusters Score -114107.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -114153.679688 Penalty: 2247.932373
	Iteration 3Q: 3 clusters Score -114153.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -114181.929688 Penalty: 2247.932373
	Iteration 4Q: 3 clusters Score -114181.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114191.562500 Penalty: 2247.932373
	Iteration 5Q: 3 clusters Score -114191.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114200.054688 Penalty: 2247.932373
	Iteration 6Q: 3 clusters Score -114200.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114206.789062 Penalty: 2247.932373
	Iteration 7Q: 3 clusters Score -114206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -114211.171875 Penalty: 2247.932373
	Iteration 8Q: 3 clusters Score -114211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114213.898438 Penalty: 2247.932373
	Iteration 9Q: 3 clusters Score -114213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114214.960938 Penalty: 2247.932373
	Iteration 10Q: 3 clusters Score -114215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114214.960938 Penalty: 2247.932373
	Iteration 11F: 3 clusters Score -114215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Entering Unmasked Estep 
Score: -390972.625000 Penalty: 1321.755615
	Iteration 0F: 2 clusters Score -390972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -388016.312500 Penalty: 2643.511230
	Iteration 0F: 3 clusters Score -388016.3 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -388780.156250 Penalty: 2643.511230
	Iteration 1F: 3 clusters Score -388780.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -388947.125000 Penalty: 2643.511230
	Iteration 2F: 3 clusters Score -388947.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -389077.187500 Penalty: 2643.511230
	Iteration 3F: 3 clusters Score -389077.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -389195.656250 Penalty: 2643.511230
	Iteration 4Q: 3 clusters Score -389195.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -389289.093750 Penalty: 2643.511230
	Iteration 5Q: 3 clusters Score -389289.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -389359.875000 Penalty: 2643.511230
	Iteration 6Q: 3 clusters Score -389359.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -389422.343750 Penalty: 2643.511230
	Iteration 7Q: 3 clusters Score -389422.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -389465.031250 Penalty: 2643.511230
	Iteration 8Q: 3 clusters Score -389465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -389506.281250 Penalty: 2643.511230
	Iteration 9Q: 3 clusters Score -389506.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -389536.156250 Penalty: 2643.511230
	Iteration 10Q: 3 clusters Score -389536.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -389564.437500 Penalty: 2643.511230
	Iteration 11Q: 3 clusters Score -389564.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -389594.000000 Penalty: 2643.511230
	Iteration 12Q: 3 clusters Score -389594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -389625.437500 Penalty: 2643.511230
	Iteration 13Q: 3 clusters Score -389625.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -389653.281250 Penalty: 2643.511230
	Iteration 14Q: 3 clusters Score -389653.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -389676.218750 Penalty: 2643.511230
	Iteration 15Q: 3 clusters Score -389676.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -389694.656250 Penalty: 2643.511230
	Iteration 16Q: 3 clusters Score -389694.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -389713.625000 Penalty: 2643.511230
	Iteration 17Q: 3 clusters Score -389713.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -389748.843750 Penalty: 2643.511230
	Iteration 18Q: 3 clusters Score -389748.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -389782.156250 Penalty: 2643.511230
	Iteration 19Q: 3 clusters Score -389782.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -389805.437500 Penalty: 2643.511230
	Iteration 20F: 3 clusters Score -389805.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -389826.281250 Penalty: 2643.511230
	Iteration 21Q: 3 clusters Score -389826.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -389847.812500 Penalty: 2643.511230
	Iteration 22Q: 3 clusters Score -389847.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -389859.625000 Penalty: 2643.511230
	Iteration 23Q: 3 clusters Score -389859.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -389873.437500 Penalty: 2643.511230
	Iteration 24Q: 3 clusters Score -389873.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -389885.281250 Penalty: 2643.511230
	Iteration 25Q: 3 clusters Score -389885.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -389896.718750 Penalty: 2643.511230
	Iteration 26Q: 3 clusters Score -389896.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -389900.281250 Penalty: 2643.511230
	Iteration 27Q: 3 clusters Score -389900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -389901.187500 Penalty: 2643.511230
	Iteration 28Q: 3 clusters Score -389901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -389901.468750 Penalty: 2643.511230
	Iteration 29Q: 3 clusters Score -389901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -389901.593750 Penalty: 2643.511230
	Iteration 30Q: 3 clusters Score -389901.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -389901.593750 Penalty: 2643.511230
	Iteration 31F: 3 clusters Score -389901.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Entering Unmasked Estep 
Score: -13710697.000000 Penalty: 1896.582886
	Iteration 0F: 2 clusters Score -1.37107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -13638523.000000 Penalty: 3793.165771
	Iteration 0F: 3 clusters Score -1.363852e+07 nChanged 56500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -13671567.000000 Penalty: 3793.165771
	Iteration 1F: 3 clusters Score -1.367157e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -13672212.000000 Penalty: 3793.165771
	Iteration 2Q: 3 clusters Score -1.367221e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -13672979.000000 Penalty: 3793.165771
	Iteration 3Q: 3 clusters Score -1.367298e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -13674525.000000 Penalty: 3793.165771
	Iteration 4Q: 3 clusters Score -1.367452e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -13676818.000000 Penalty: 3793.165771
	Iteration 5F: 3 clusters Score -1.367682e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -13681052.000000 Penalty: 3793.165771
	Iteration 6F: 3 clusters Score -1.368105e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -13687117.000000 Penalty: 3793.165771
	Iteration 7F: 3 clusters Score -1.368712e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -13694287.000000 Penalty: 3793.165771
	Iteration 8F: 3 clusters Score -1.369429e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105961 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -13702250.000000 Penalty: 3793.165771
	Iteration 9F: 3 clusters Score -1.370225e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112074 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -13706746.000000 Penalty: 3793.165771
	Iteration 10F: 3 clusters Score -1.370675e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115247 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -13708240.000000 Penalty: 3793.165771
	Iteration 11Q: 3 clusters Score -1.370824e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116476 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -13708755.000000 Penalty: 3793.165771
	Iteration 12Q: 3 clusters Score -1.370876e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116836 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13708888.000000 Penalty: 3793.165771
	Iteration 13Q: 3 clusters Score -1.370889e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13708969.000000 Penalty: 3793.165771
	Iteration 14Q: 3 clusters Score -1.370897e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116959 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13709014.000000 Penalty: 3793.165771
	Iteration 15Q: 3 clusters Score -1.370901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116974 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13709043.000000 Penalty: 3793.165771
	Iteration 16Q: 3 clusters Score -1.370904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116983 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13709041.000000 Penalty: 3793.165771
	Iteration 17Q: 3 clusters Score -1.370904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116984 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13709047.000000 Penalty: 3793.165771
	Iteration 18Q: 3 clusters Score -1.370905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116988 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13709052.000000 Penalty: 3793.165771
	Iteration 19Q: 3 clusters Score -1.370905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116989 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13709052.000000 Penalty: 3793.165771
	Iteration 20F: 3 clusters Score -1.370905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -15952.132812 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -15952.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15318.092773 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -15318.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15821.028320 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -15821.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16069.237305 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -16069.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16297.148438 Penalty: 1768.785767
	Iteration 3F: 3 clusters Score -16297.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16632.031250 Penalty: 1768.785767
	Iteration 4F: 3 clusters Score -16632.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16753.269531 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -16753.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16779.150391 Penalty: 1768.785767
	Iteration 6Q: 3 clusters Score -16779.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16783.343750 Penalty: 1768.785767
	Iteration 7Q: 3 clusters Score -16783.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16783.343750 Penalty: 1768.785767
	Iteration 8F: 3 clusters Score -16783.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 15419 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 44769 members 
Mstep: Class 7 contains 3410 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 86867 members 
Mstep: Class 10 contains 12770 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95760 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12672 members 
Mstep: Class 16 contains 14711 members 
Mstep: Class 17 contains 133180 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3408 members 
Mstep: Class 21 contains 117158 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 2502 members 
Mstep: Class 24 contains 7688 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 78019 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 106 members 
Entering Unmasked Estep 
Score: -86203720.000000 Penalty: 63808.488281
Splitting cluster 22 changes total score from -86204168.000000 to -86203720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -291845.218750 Penalty: 1271.537476
	Iteration 0F: 2 clusters Score -291845.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -289422.687500 Penalty: 2543.074951
	Iteration 0F: 3 clusters Score -289422.7 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -289977.718750 Penalty: 2543.074951
	Iteration 1F: 3 clusters Score -289977.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -290100.468750 Penalty: 2543.074951
	Iteration 2F: 3 clusters Score -290100.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -290177.781250 Penalty: 2543.074951
	Iteration 3Q: 3 clusters Score -290177.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -290224.500000 Penalty: 2543.074951
	Iteration 4Q: 3 clusters Score -290224.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -290268.437500 Penalty: 2543.074951
	Iteration 5Q: 3 clusters Score -290268.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -290304.781250 Penalty: 2543.074951
	Iteration 6Q: 3 clusters Score -290304.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -290347.406250 Penalty: 2543.074951
	Iteration 7Q: 3 clusters Score -290347.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -290384.625000 Penalty: 2543.074951
	Iteration 8Q: 3 clusters Score -290384.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -290414.843750 Penalty: 2543.074951
	Iteration 9Q: 3 clusters Score -290414.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -290448.656250 Penalty: 2543.074951
	Iteration 10Q: 3 clusters Score -290448.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -290475.906250 Penalty: 2543.074951
	Iteration 11Q: 3 clusters Score -290475.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -290504.375000 Penalty: 2543.074951
	Iteration 12Q: 3 clusters Score -290504.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -290538.750000 Penalty: 2543.074951
	Iteration 13Q: 3 clusters Score -290538.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -290569.187500 Penalty: 2543.074951
	Iteration 14Q: 3 clusters Score -290569.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -290587.312500 Penalty: 2543.074951
	Iteration 15Q: 3 clusters Score -290587.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -290603.000000 Penalty: 2543.074951
	Iteration 16Q: 3 clusters Score -290603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -290616.625000 Penalty: 2543.074951
	Iteration 17Q: 3 clusters Score -290616.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -290629.531250 Penalty: 2543.074951
	Iteration 18Q: 3 clusters Score -290629.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -290641.093750 Penalty: 2543.074951
	Iteration 19Q: 3 clusters Score -290641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -290647.906250 Penalty: 2543.074951
	Iteration 20F: 3 clusters Score -290647.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -290654.437500 Penalty: 2543.074951
	Iteration 21Q: 3 clusters Score -290654.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -290662.781250 Penalty: 2543.074951
	Iteration 22Q: 3 clusters Score -290662.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -290669.000000 Penalty: 2543.074951
	Iteration 23Q: 3 clusters Score -290669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -290674.187500 Penalty: 2543.074951
	Iteration 24Q: 3 clusters Score -290674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -290675.437500 Penalty: 2543.074951
	Iteration 25Q: 3 clusters Score -290675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -290676.125000 Penalty: 2543.074951
	Iteration 26Q: 3 clusters Score -290676.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -290676.125000 Penalty: 2543.074951
	Iteration 27F: 3 clusters Score -290676.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Entering Unmasked Estep 
Score: -843288.625000 Penalty: 1453.955200
	Iteration 0F: 2 clusters Score -843288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -837568.750000 Penalty: 2907.910400
	Iteration 0F: 3 clusters Score -837568.8 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -839301.000000 Penalty: 2907.910400
	Iteration 1F: 3 clusters Score -839301 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -839548.875000 Penalty: 2907.910400
	Iteration 2F: 3 clusters Score -839548.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -839787.562500 Penalty: 2907.910400
	Iteration 3F: 3 clusters Score -839787.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -840038.437500 Penalty: 2907.910400
	Iteration 4F: 3 clusters Score -840038.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -840309.187500 Penalty: 2907.910400
	Iteration 5F: 3 clusters Score -840309.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -840605.500000 Penalty: 2907.910400
	Iteration 6F: 3 clusters Score -840605.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -840921.000000 Penalty: 2907.910400
	Iteration 7F: 3 clusters Score -840921 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -841221.375000 Penalty: 2907.910400
	Iteration 8Q: 3 clusters Score -841221.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -841482.937500 Penalty: 2907.910400
	Iteration 9Q: 3 clusters Score -841482.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -841664.687500 Penalty: 2907.910400
	Iteration 10Q: 3 clusters Score -841664.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -841821.437500 Penalty: 2907.910400
	Iteration 11Q: 3 clusters Score -841821.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -841956.812500 Penalty: 2907.910400
	Iteration 12Q: 3 clusters Score -841956.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -842075.500000 Penalty: 2907.910400
	Iteration 13Q: 3 clusters Score -842075.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -842143.750000 Penalty: 2907.910400
	Iteration 14Q: 3 clusters Score -842143.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -842188.687500 Penalty: 2907.910400
	Iteration 15Q: 3 clusters Score -842188.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -842222.750000 Penalty: 2907.910400
	Iteration 16Q: 3 clusters Score -842222.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -842240.437500 Penalty: 2907.910400
	Iteration 17Q: 3 clusters Score -842240.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -842252.750000 Penalty: 2907.910400
	Iteration 18Q: 3 clusters Score -842252.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -842257.937500 Penalty: 2907.910400
	Iteration 19Q: 3 clusters Score -842257.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -842263.312500 Penalty: 2907.910400
	Iteration 20F: 3 clusters Score -842263.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -842267.500000 Penalty: 2907.910400
	Iteration 21Q: 3 clusters Score -842267.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -842273.125000 Penalty: 2907.910400
	Iteration 22Q: 3 clusters Score -842273.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -842274.687500 Penalty: 2907.910400
	Iteration 23Q: 3 clusters Score -842274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -842276.312500 Penalty: 2907.910400
	Iteration 24Q: 3 clusters Score -842276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -842278.750000 Penalty: 2907.910400
	Iteration 25Q: 3 clusters Score -842278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -842281.875000 Penalty: 2907.910400
	Iteration 26Q: 3 clusters Score -842281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -842284.187500 Penalty: 2907.910400
	Iteration 27Q: 3 clusters Score -842284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -842284.562500 Penalty: 2907.910400
	Iteration 28Q: 3 clusters Score -842284.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -842284.562500 Penalty: 2907.910400
	Iteration 29F: 3 clusters Score -842284.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -290891.875000 Penalty: 1278.963989
	Iteration 0F: 2 clusters Score -290891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -288432.406250 Penalty: 2557.927979
	Iteration 0F: 3 clusters Score -288432.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -289033.906250 Penalty: 2557.927979
	Iteration 1F: 3 clusters Score -289033.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -289185.781250 Penalty: 2557.927979
	Iteration 2F: 3 clusters Score -289185.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -289271.437500 Penalty: 2557.927979
	Iteration 3F: 3 clusters Score -289271.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -289337.375000 Penalty: 2557.927979
	Iteration 4Q: 3 clusters Score -289337.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -289386.437500 Penalty: 2557.927979
	Iteration 5Q: 3 clusters Score -289386.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -289439.156250 Penalty: 2557.927979
	Iteration 6Q: 3 clusters Score -289439.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -289493.750000 Penalty: 2557.927979
	Iteration 7Q: 3 clusters Score -289493.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -289538.531250 Penalty: 2557.927979
	Iteration 8Q: 3 clusters Score -289538.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -289574.656250 Penalty: 2557.927979
	Iteration 9Q: 3 clusters Score -289574.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -289609.437500 Penalty: 2557.927979
	Iteration 10Q: 3 clusters Score -289609.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -289635.625000 Penalty: 2557.927979
	Iteration 11Q: 3 clusters Score -289635.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -289662.500000 Penalty: 2557.927979
	Iteration 12Q: 3 clusters Score -289662.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -289688.656250 Penalty: 2557.927979
	Iteration 13Q: 3 clusters Score -289688.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -289716.375000 Penalty: 2557.927979
	Iteration 14Q: 3 clusters Score -289716.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -289742.500000 Penalty: 2557.927979
	Iteration 15Q: 3 clusters Score -289742.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -289763.093750 Penalty: 2557.927979
	Iteration 16Q: 3 clusters Score -289763.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -289781.750000 Penalty: 2557.927979
	Iteration 17Q: 3 clusters Score -289781.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -289793.312500 Penalty: 2557.927979
	Iteration 18Q: 3 clusters Score -289793.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -289798.718750 Penalty: 2557.927979
	Iteration 19Q: 3 clusters Score -289798.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -289804.250000 Penalty: 2557.927979
	Iteration 20F: 3 clusters Score -289804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -289805.937500 Penalty: 2557.927979
	Iteration 21Q: 3 clusters Score -289805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -289806.593750 Penalty: 2557.927979
	Iteration 22Q: 3 clusters Score -289806.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -289808.781250 Penalty: 2557.927979
	Iteration 23Q: 3 clusters Score -289808.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -289812.937500 Penalty: 2557.927979
	Iteration 24Q: 3 clusters Score -289812.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -289816.906250 Penalty: 2557.927979
	Iteration 25Q: 3 clusters Score -289816.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -289819.281250 Penalty: 2557.927979
	Iteration 26Q: 3 clusters Score -289819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -289823.125000 Penalty: 2557.927979
	Iteration 27Q: 3 clusters Score -289823.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -289827.718750 Penalty: 2557.927979
	Iteration 28Q: 3 clusters Score -289827.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -289831.750000 Penalty: 2557.927979
	Iteration 29Q: 3 clusters Score -289831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -289835.281250 Penalty: 2557.927979
	Iteration 30Q: 3 clusters Score -289835.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -289838.000000 Penalty: 2557.927979
	Iteration 31Q: 3 clusters Score -289838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -289840.812500 Penalty: 2557.927979
	Iteration 32Q: 3 clusters Score -289840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -289842.437500 Penalty: 2557.927979
	Iteration 33Q: 3 clusters Score -289842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -289844.531250 Penalty: 2557.927979
	Iteration 34Q: 3 clusters Score -289844.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -289846.000000 Penalty: 2557.927979
	Iteration 35Q: 3 clusters Score -289846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -289847.250000 Penalty: 2557.927979
	Iteration 36Q: 3 clusters Score -289847.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -289847.250000 Penalty: 2557.927979
	Iteration 37F: 3 clusters Score -289847.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -531016.750000 Penalty: 1379.094360
	Iteration 0F: 2 clusters Score -531016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -527158.562500 Penalty: 2758.188721
	Iteration 0F: 3 clusters Score -527158.6 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -528184.187500 Penalty: 2758.188721
	Iteration 1F: 3 clusters Score -528184.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -528377.625000 Penalty: 2758.188721
	Iteration 2F: 3 clusters Score -528377.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -528562.500000 Penalty: 2758.188721
	Iteration 3F: 3 clusters Score -528562.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -528743.875000 Penalty: 2758.188721
	Iteration 4F: 3 clusters Score -528743.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -528922.062500 Penalty: 2758.188721
	Iteration 5F: 3 clusters Score -528922.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -529110.187500 Penalty: 2758.188721
	Iteration 6F: 3 clusters Score -529110.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -529277.562500 Penalty: 2758.188721
	Iteration 7Q: 3 clusters Score -529277.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -529398.687500 Penalty: 2758.188721
	Iteration 8Q: 3 clusters Score -529398.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -529486.750000 Penalty: 2758.188721
	Iteration 9Q: 3 clusters Score -529486.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -529562.375000 Penalty: 2758.188721
	Iteration 10Q: 3 clusters Score -529562.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -529622.687500 Penalty: 2758.188721
	Iteration 11Q: 3 clusters Score -529622.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -529695.562500 Penalty: 2758.188721
	Iteration 12Q: 3 clusters Score -529695.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -529756.187500 Penalty: 2758.188721
	Iteration 13Q: 3 clusters Score -529756.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -529799.937500 Penalty: 2758.188721
	Iteration 14Q: 3 clusters Score -529799.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -529845.125000 Penalty: 2758.188721
	Iteration 15Q: 3 clusters Score -529845.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -529882.437500 Penalty: 2758.188721
	Iteration 16Q: 3 clusters Score -529882.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -529912.750000 Penalty: 2758.188721
	Iteration 17Q: 3 clusters Score -529912.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -529949.062500 Penalty: 2758.188721
	Iteration 18Q: 3 clusters Score -529949.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -529972.062500 Penalty: 2758.188721
	Iteration 19Q: 3 clusters Score -529972.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -529991.000000 Penalty: 2758.188721
	Iteration 20F: 3 clusters Score -529991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -530005.312500 Penalty: 2758.188721
	Iteration 21Q: 3 clusters Score -530005.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -530023.625000 Penalty: 2758.188721
	Iteration 22Q: 3 clusters Score -530023.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -530050.875000 Penalty: 2758.188721
	Iteration 23Q: 3 clusters Score -530050.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -530077.375000 Penalty: 2758.188721
	Iteration 24Q: 3 clusters Score -530077.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -530102.687500 Penalty: 2758.188721
	Iteration 25Q: 3 clusters Score -530102.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -530121.250000 Penalty: 2758.188721
	Iteration 26Q: 3 clusters Score -530121.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -530133.250000 Penalty: 2758.188721
	Iteration 27Q: 3 clusters Score -530133.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -530143.750000 Penalty: 2758.188721
	Iteration 28Q: 3 clusters Score -530143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -530148.625000 Penalty: 2758.188721
	Iteration 29Q: 3 clusters Score -530148.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -530151.250000 Penalty: 2758.188721
	Iteration 30Q: 3 clusters Score -530151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -530151.812500 Penalty: 2758.188721
	Iteration 31Q: 3 clusters Score -530151.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -530151.812500 Penalty: 2758.188721
	Iteration 32F: 3 clusters Score -530151.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (78019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Entering Unmasked Estep 
Score: -9041894.000000 Penalty: 1830.515015
	Iteration 0F: 2 clusters Score -9041894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -8989797.000000 Penalty: 3661.030029
	Iteration 0F: 3 clusters Score -8989797 nChanged 37269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -9010544.000000 Penalty: 3661.030029
	Iteration 1F: 3 clusters Score -9010544 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -9010968.000000 Penalty: 3661.030029
	Iteration 2Q: 3 clusters Score -9010968 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -9011399.000000 Penalty: 3661.030029
	Iteration 3Q: 3 clusters Score -9011399 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -9011916.000000 Penalty: 3661.030029
	Iteration 4Q: 3 clusters Score -9011916 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -9012412.000000 Penalty: 3661.030029
	Iteration 5Q: 3 clusters Score -9012412 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -9013086.000000 Penalty: 3661.030029
	Iteration 6Q: 3 clusters Score -9013086 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -9013833.000000 Penalty: 3661.030029
	Iteration 7Q: 3 clusters Score -9013833 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -9014997.000000 Penalty: 3661.030029
	Iteration 8Q: 3 clusters Score -9014997 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -9016760.000000 Penalty: 3661.030029
	Iteration 9Q: 3 clusters Score -9016760 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -9019202.000000 Penalty: 3661.030029
	Iteration 10F: 3 clusters Score -9019202 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -9022539.000000 Penalty: 3661.030029
	Iteration 11F: 3 clusters Score -9022539 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -9026476.000000 Penalty: 3661.030029
	Iteration 12F: 3 clusters Score -9026476 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -9030477.000000 Penalty: 3661.030029
	Iteration 13F: 3 clusters Score -9030477 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -9033900.000000 Penalty: 3661.030029
	Iteration 14F: 3 clusters Score -9033900 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -9036595.000000 Penalty: 3661.030029
	Iteration 15Q: 3 clusters Score -9036595 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -9038260.000000 Penalty: 3661.030029
	Iteration 16Q: 3 clusters Score -9038260 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -9039275.000000 Penalty: 3661.030029
	Iteration 17Q: 3 clusters Score -9039275 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -9039746.000000 Penalty: 3661.030029
	Iteration 18Q: 3 clusters Score -9039746 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -9039959.000000 Penalty: 3661.030029
	Iteration 19Q: 3 clusters Score -9039959 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -9040091.000000 Penalty: 3661.030029
	Iteration 20F: 3 clusters Score -9040091 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -9040149.000000 Penalty: 3661.030029
	Iteration 21Q: 3 clusters Score -9040149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -9040199.000000 Penalty: 3661.030029
	Iteration 22Q: 3 clusters Score -9040199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 77616 members 
Entering Unmasked Estep 
Score: -9040219.000000 Penalty: 3661.030029
	Iteration 23Q: 3 clusters Score -9040219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -9040226.000000 Penalty: 3661.030029
	Iteration 24Q: 3 clusters Score -9040226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -9040248.000000 Penalty: 3661.030029
	Iteration 25Q: 3 clusters Score -9040248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -9040261.000000 Penalty: 3661.030029
	Iteration 26Q: 3 clusters Score -9040261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -9040279.000000 Penalty: 3661.030029
	Iteration 27Q: 3 clusters Score -9040279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -9040292.000000 Penalty: 3661.030029
	Iteration 28Q: 3 clusters Score -9040292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -9040299.000000 Penalty: 3661.030029
	Iteration 29Q: 3 clusters Score -9040299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -9040309.000000 Penalty: 3661.030029
	Iteration 30Q: 3 clusters Score -9040309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -9040309.000000 Penalty: 3661.030029
	Iteration 31Q: 3 clusters Score -9040309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -9040317.000000 Penalty: 3661.030029
	Iteration 32Q: 3 clusters Score -9040317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -9040317.000000 Penalty: 3661.030029
	Iteration 33Q: 3 clusters Score -9040317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 77710 members 
Entering Unmasked Estep 
Score: -9040318.000000 Penalty: 3661.030029
	Iteration 34Q: 3 clusters Score -9040318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -9040325.000000 Penalty: 3661.030029
	Iteration 35Q: 3 clusters Score -9040325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -9040322.000000 Penalty: 3661.030029
	Iteration 36Q: 3 clusters Score -9040322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -9040327.000000 Penalty: 3661.030029
	Iteration 37Q: 3 clusters Score -9040327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -9040328.000000 Penalty: 3661.030029
	Iteration 38Q: 3 clusters Score -9040328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -9040327.000000 Penalty: 3661.030029
	Iteration 39Q: 3 clusters Score -9040327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -9040333.000000 Penalty: 3661.030029
	Iteration 40F: 3 clusters Score -9040333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -9040331.000000 Penalty: 3661.030029
	Iteration 41Q: 3 clusters Score -9040331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -9040336.000000 Penalty: 3661.030029
	Iteration 42Q: 3 clusters Score -9040336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -9040335.000000 Penalty: 3661.030029
	Iteration 43Q: 3 clusters Score -9040335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -9040336.000000 Penalty: 3661.030029
	Iteration 44Q: 3 clusters Score -9040336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -9040335.000000 Penalty: 3661.030029
	Iteration 45Q: 3 clusters Score -9040335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 77710 members 
Entering Unmasked Estep 
Score: -9040331.000000 Penalty: 3661.030029
	Iteration 46Q: 3 clusters Score -9040331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -9040340.000000 Penalty: 3661.030029
	Iteration 47Q: 3 clusters Score -9040340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -9040341.000000 Penalty: 3661.030029
	Iteration 48Q: 3 clusters Score -9040341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -9040342.000000 Penalty: 3661.030029
	Iteration 49Q: 3 clusters Score -9040342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -9040340.000000 Penalty: 3661.030029
	Iteration 50Q: 3 clusters Score -9040340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -9040342.000000 Penalty: 3661.030029
	Iteration 51Q: 3 clusters Score -9040342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -9040343.000000 Penalty: 3661.030029
	Iteration 52Q: 3 clusters Score -9040343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -9040343.000000 Penalty: 3661.030029
	Iteration 53F: 3 clusters Score -9040343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -453415.406250 Penalty: 1345.368408
	Iteration 0F: 2 clusters Score -453415.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -450146.218750 Penalty: 2690.736816
	Iteration 0F: 3 clusters Score -450146.2 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -451046.718750 Penalty: 2690.736816
	Iteration 1F: 3 clusters Score -451046.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -451222.406250 Penalty: 2690.736816
	Iteration 2F: 3 clusters Score -451222.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -451357.375000 Penalty: 2690.736816
	Iteration 3F: 3 clusters Score -451357.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -451475.062500 Penalty: 2690.736816
	Iteration 4Q: 3 clusters Score -451475.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -451582.093750 Penalty: 2690.736816
	Iteration 5Q: 3 clusters Score -451582.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -451703.093750 Penalty: 2690.736816
	Iteration 6Q: 3 clusters Score -451703.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -451817.625000 Penalty: 2690.736816
	Iteration 7Q: 3 clusters Score -451817.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -451919.062500 Penalty: 2690.736816
	Iteration 8Q: 3 clusters Score -451919.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -452006.687500 Penalty: 2690.736816
	Iteration 9Q: 3 clusters Score -452006.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -452113.843750 Penalty: 2690.736816
	Iteration 10Q: 3 clusters Score -452113.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -452183.968750 Penalty: 2690.736816
	Iteration 11Q: 3 clusters Score -452184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -452240.343750 Penalty: 2690.736816
	Iteration 12Q: 3 clusters Score -452240.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -452281.906250 Penalty: 2690.736816
	Iteration 13Q: 3 clusters Score -452281.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -452312.375000 Penalty: 2690.736816
	Iteration 14Q: 3 clusters Score -452312.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -452334.812500 Penalty: 2690.736816
	Iteration 15Q: 3 clusters Score -452334.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -452348.437500 Penalty: 2690.736816
	Iteration 16Q: 3 clusters Score -452348.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -452356.531250 Penalty: 2690.736816
	Iteration 17Q: 3 clusters Score -452356.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -452364.468750 Penalty: 2690.736816
	Iteration 18Q: 3 clusters Score -452364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -452368.593750 Penalty: 2690.736816
	Iteration 19Q: 3 clusters Score -452368.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -452374.906250 Penalty: 2690.736816
	Iteration 20F: 3 clusters Score -452374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -452378.437500 Penalty: 2690.736816
	Iteration 21Q: 3 clusters Score -452378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -452380.687500 Penalty: 2690.736816
	Iteration 22Q: 3 clusters Score -452380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -452383.531250 Penalty: 2690.736816
	Iteration 23Q: 3 clusters Score -452383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -452385.468750 Penalty: 2690.736816
	Iteration 24Q: 3 clusters Score -452385.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -452389.218750 Penalty: 2690.736816
	Iteration 25Q: 3 clusters Score -452389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -452392.281250 Penalty: 2690.736816
	Iteration 26Q: 3 clusters Score -452392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -452395.281250 Penalty: 2690.736816
	Iteration 27Q: 3 clusters Score -452395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -452398.125000 Penalty: 2690.736816
	Iteration 28Q: 3 clusters Score -452398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -452402.906250 Penalty: 2690.736816
	Iteration 29Q: 3 clusters Score -452402.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -452406.031250 Penalty: 2690.736816
	Iteration 30Q: 3 clusters Score -452406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -452409.593750 Penalty: 2690.736816
	Iteration 31Q: 3 clusters Score -452409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -452411.187500 Penalty: 2690.736816
	Iteration 32Q: 3 clusters Score -452411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -452412.125000 Penalty: 2690.736816
	Iteration 33Q: 3 clusters Score -452412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -452413.062500 Penalty: 2690.736816
	Iteration 34Q: 3 clusters Score -452413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -452413.000000 Penalty: 2690.736816
	Iteration 35Q: 3 clusters Score -452413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -452413.312500 Penalty: 2690.736816
	Iteration 36Q: 3 clusters Score -452413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -452414.250000 Penalty: 2690.736816
	Iteration 37Q: 3 clusters Score -452414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -452414.250000 Penalty: 2690.736816
	Iteration 38F: 3 clusters Score -452414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 15419 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 44769 members 
Mstep: Class 7 contains 3410 members 
Mstep: Class 8 contains 1559 members 
Mstep: Class 9 contains 86867 members 
Mstep: Class 10 contains 12770 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95760 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12672 members 
Mstep: Class 16 contains 14711 members 
Mstep: Class 17 contains 133180 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3408 members 
Mstep: Class 21 contains 117158 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2502 members 
Mstep: Class 24 contains 7688 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 78019 members 
Mstep: Class 28 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204240.000000 Penalty: 61608.199219
Iteration 159Q: 29 clusters Score -8.620424e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 15411 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 45107 members 
Mstep: Class 7 contains 3420 members 
Mstep: Class 8 contains 1562 members 
Mstep: Class 9 contains 86723 members 
Mstep: Class 10 contains 12774 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95688 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 26757 members 
Mstep: Class 15 contains 12671 members 
Mstep: Class 16 contains 14710 members 
Mstep: Class 17 contains 133169 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 117043 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2501 members 
Mstep: Class 24 contains 7688 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 78045 members 
Mstep: Class 28 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204504.000000 Penalty: 61608.199219
Iteration 160F: 29 clusters Score -8.62045e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 13665 members 
Mstep: Class 3 contains 15409 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 45457 members 
Mstep: Class 7 contains 3435 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 86567 members 
Mstep: Class 10 contains 12773 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95616 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 26749 members 
Mstep: Class 15 contains 12672 members 
Mstep: Class 16 contains 14705 members 
Mstep: Class 17 contains 133158 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3405 members 
Mstep: Class 21 contains 116942 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2504 members 
Mstep: Class 24 contains 7688 members 
Mstep: Class 25 contains 2616 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 78064 members 
Mstep: Class 28 contains 3942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204568.000000 Penalty: 61608.199219
Iteration 161Q: 29 clusters Score -8.620457e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 13665 members 
Mstep: Class 3 contains 15411 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 45823 members 
Mstep: Class 7 contains 3455 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 86431 members 
Mstep: Class 10 contains 12774 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95545 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 26746 members 
Mstep: Class 15 contains 12670 members 
Mstep: Class 16 contains 14699 members 
Mstep: Class 17 contains 133153 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3400 members 
Mstep: Class 21 contains 116796 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2511 members 
Mstep: Class 24 contains 7687 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 78084 members 
Mstep: Class 28 contains 3942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204696.000000 Penalty: 61608.199219
Iteration 162Q: 29 clusters Score -8.62047e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 13671 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 46140 members 
Mstep: Class 7 contains 3471 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 86282 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95466 members 
Mstep: Class 13 contains 1900 members 
Mstep: Class 14 contains 26741 members 
Mstep: Class 15 contains 12671 members 
Mstep: Class 16 contains 14698 members 
Mstep: Class 17 contains 133149 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 116675 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 7685 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 78103 members 
Mstep: Class 28 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204856.000000 Penalty: 61608.199219
Iteration 163Q: 29 clusters Score -8.620486e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 13670 members 
Mstep: Class 3 contains 15416 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 46460 members 
Mstep: Class 7 contains 3492 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 86160 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95416 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 14 contains 26735 members 
Mstep: Class 15 contains 12672 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 133140 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3393 members 
Mstep: Class 21 contains 116543 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 7683 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 78114 members 
Mstep: Class 28 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205056.000000 Penalty: 61608.199219
Iteration 164Q: 29 clusters Score -8.620506e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 13668 members 
Mstep: Class 3 contains 15413 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 46775 members 
Mstep: Class 7 contains 3505 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 86031 members 
Mstep: Class 10 contains 12783 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95345 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 26735 members 
Mstep: Class 15 contains 12674 members 
Mstep: Class 16 contains 14705 members 
Mstep: Class 17 contains 133113 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 116481 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2517 members 
Mstep: Class 24 contains 7675 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 78129 members 
Mstep: Class 28 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205208.000000 Penalty: 61608.199219
Iteration 165Q: 29 clusters Score -8.620521e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 47092 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 85908 members 
Mstep: Class 10 contains 12781 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95270 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26729 members 
Mstep: Class 15 contains 12677 members 
Mstep: Class 16 contains 14709 members 
Mstep: Class 17 contains 133092 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 116421 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 78135 members 
Mstep: Class 28 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205088.000000 Penalty: 61608.199219
Iteration 166Q: 29 clusters Score -8.620509e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 13668 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 47430 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 1564 members 
Mstep: Class 9 contains 85774 members 
Mstep: Class 10 contains 12788 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95163 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26728 members 
Mstep: Class 15 contains 12679 members 
Mstep: Class 16 contains 14709 members 
Mstep: Class 17 contains 133074 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 116381 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2519 members 
Mstep: Class 24 contains 7674 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 78131 members 
Mstep: Class 28 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205432.000000 Penalty: 61608.199219
Iteration 167Q: 29 clusters Score -8.620543e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 47786 members 
Mstep: Class 7 contains 3538 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 85656 members 
Mstep: Class 10 contains 12792 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95047 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 12683 members 
Mstep: Class 16 contains 14711 members 
Mstep: Class 17 contains 133058 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3360 members 
Mstep: Class 21 contains 116313 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2517 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 78132 members 
Mstep: Class 28 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205480.000000 Penalty: 61608.199219
Iteration 168Q: 29 clusters Score -8.620548e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 13661 members 
Mstep: Class 3 contains 15417 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 48138 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 1565 members 
Mstep: Class 9 contains 85538 members 
Mstep: Class 10 contains 12791 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94946 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 12683 members 
Mstep: Class 16 contains 14709 members 
Mstep: Class 17 contains 133030 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 116235 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2517 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 78139 members 
Mstep: Class 28 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205688.000000 Penalty: 61608.199219
Iteration 169Q: 29 clusters Score -8.620569e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 48530 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 1566 members 
Mstep: Class 9 contains 85419 members 
Mstep: Class 10 contains 12795 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94792 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 12683 members 
Mstep: Class 16 contains 14716 members 
Mstep: Class 17 contains 133006 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3357 members 
Mstep: Class 21 contains 116145 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 4830 members 
Mstep: Class 27 contains 78139 members 
Mstep: Class 28 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205720.000000 Penalty: 61608.199219
Iteration 170Q: 29 clusters Score -8.620572e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 13661 members 
Mstep: Class 3 contains 15414 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 48947 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 85312 members 
Mstep: Class 10 contains 12799 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94605 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 12682 members 
Mstep: Class 16 contains 14714 members 
Mstep: Class 17 contains 132999 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3358 members 
Mstep: Class 21 contains 116042 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 78144 members 
Mstep: Class 28 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205840.000000 Penalty: 61608.199219
Iteration 171Q: 29 clusters Score -8.620584e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 13665 members 
Mstep: Class 3 contains 15414 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 49327 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 85211 members 
Mstep: Class 10 contains 12806 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94435 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26728 members 
Mstep: Class 15 contains 12683 members 
Mstep: Class 16 contains 14708 members 
Mstep: Class 17 contains 133000 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3357 members 
Mstep: Class 21 contains 115961 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 78134 members 
Mstep: Class 28 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205792.000000 Penalty: 61608.199219
Iteration 172Q: 29 clusters Score -8.620579e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 13665 members 
Mstep: Class 3 contains 15416 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 49715 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 85079 members 
Mstep: Class 10 contains 12809 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94257 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 12684 members 
Mstep: Class 16 contains 14706 members 
Mstep: Class 17 contains 133005 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3353 members 
Mstep: Class 21 contains 115896 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2541 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 78134 members 
Mstep: Class 28 contains 3942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205800.000000 Penalty: 61608.199219
Iteration 173Q: 29 clusters Score -8.62058e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 15422 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 50118 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 1569 members 
Mstep: Class 9 contains 84956 members 
Mstep: Class 10 contains 12805 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94047 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 12683 members 
Mstep: Class 16 contains 14707 members 
Mstep: Class 17 contains 133024 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3352 members 
Mstep: Class 21 contains 115829 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2544 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 78128 members 
Mstep: Class 28 contains 3943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205760.000000 Penalty: 61608.199219
Iteration 174Q: 29 clusters Score -8.620576e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 15425 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 50539 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 84841 members 
Mstep: Class 10 contains 12813 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93853 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26723 members 
Mstep: Class 15 contains 12683 members 
Mstep: Class 16 contains 14700 members 
Mstep: Class 17 contains 133034 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3350 members 
Mstep: Class 21 contains 115744 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 78116 members 
Mstep: Class 28 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205696.000000 Penalty: 61608.199219
Iteration 175Q: 29 clusters Score -8.62057e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 13665 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 51016 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 84718 members 
Mstep: Class 10 contains 12818 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93645 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 12680 members 
Mstep: Class 16 contains 14688 members 
Mstep: Class 17 contains 133032 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3350 members 
Mstep: Class 21 contains 115648 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 78108 members 
Mstep: Class 28 contains 3943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205720.000000 Penalty: 61608.199219
Iteration 176Q: 29 clusters Score -8.620572e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 13661 members 
Mstep: Class 3 contains 15424 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 51535 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 1571 members 
Mstep: Class 9 contains 84573 members 
Mstep: Class 10 contains 12819 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93451 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26722 members 
Mstep: Class 15 contains 12682 members 
Mstep: Class 16 contains 14675 members 
Mstep: Class 17 contains 133035 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 115535 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 78092 members 
Mstep: Class 28 contains 3946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205888.000000 Penalty: 61608.199219
Iteration 177Q: 29 clusters Score -8.620589e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 13661 members 
Mstep: Class 3 contains 15418 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 52045 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 1573 members 
Mstep: Class 9 contains 84413 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93262 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26721 members 
Mstep: Class 15 contains 12682 members 
Mstep: Class 16 contains 14659 members 
Mstep: Class 17 contains 133035 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 115435 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 78097 members 
Mstep: Class 28 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206088.000000 Penalty: 61608.199219
Iteration 178Q: 29 clusters Score -8.620609e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 13660 members 
Mstep: Class 3 contains 15410 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 52622 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 1574 members 
Mstep: Class 9 contains 84267 members 
Mstep: Class 10 contains 12821 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93037 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26721 members 
Mstep: Class 15 contains 12681 members 
Mstep: Class 16 contains 14646 members 
Mstep: Class 17 contains 133035 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 115310 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 78090 members 
Mstep: Class 28 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206128.000000 Penalty: 61608.199219
Iteration 179Q: 29 clusters Score -8.620613e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 13657 members 
Mstep: Class 3 contains 15402 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 53220 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 1574 members 
Mstep: Class 9 contains 84115 members 
Mstep: Class 10 contains 12821 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 92807 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26721 members 
Mstep: Class 15 contains 12682 members 
Mstep: Class 16 contains 14645 members 
Mstep: Class 17 contains 133071 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 115155 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2603 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 78067 members 
Mstep: Class 28 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206408.000000 Penalty: 61608.199219
Iteration 180F: 29 clusters Score -8.620641e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 13656 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 53866 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 1574 members 
Mstep: Class 9 contains 83980 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 92528 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26721 members 
Mstep: Class 15 contains 12685 members 
Mstep: Class 16 contains 14640 members 
Mstep: Class 17 contains 133114 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3347 members 
Mstep: Class 21 contains 114988 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 78040 members 
Mstep: Class 28 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206760.000000 Penalty: 61608.199219
Iteration 181Q: 29 clusters Score -8.620676e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 13663 members 
Mstep: Class 3 contains 15394 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 54576 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 83824 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 92174 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26718 members 
Mstep: Class 15 contains 12688 members 
Mstep: Class 16 contains 14641 members 
Mstep: Class 17 contains 133159 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3342 members 
Mstep: Class 21 contains 114831 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 78027 members 
Mstep: Class 28 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206936.000000 Penalty: 61608.199219
Iteration 182Q: 29 clusters Score -8.620694e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 13668 members 
Mstep: Class 3 contains 15394 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 55310 members 
Mstep: Class 7 contains 3606 members 
Mstep: Class 8 contains 1575 members 
Mstep: Class 9 contains 83662 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 91814 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26714 members 
Mstep: Class 15 contains 12691 members 
Mstep: Class 16 contains 14631 members 
Mstep: Class 17 contains 133211 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3343 members 
Mstep: Class 21 contains 114682 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 77994 members 
Mstep: Class 28 contains 3960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207160.000000 Penalty: 61608.199219
Iteration 183Q: 29 clusters Score -8.620716e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 13668 members 
Mstep: Class 3 contains 15384 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 56071 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 1579 members 
Mstep: Class 9 contains 83493 members 
Mstep: Class 10 contains 12833 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 91490 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26713 members 
Mstep: Class 15 contains 12692 members 
Mstep: Class 16 contains 14624 members 
Mstep: Class 17 contains 133223 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 21 contains 114550 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 7677 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4796 members 
Mstep: Class 27 contains 77952 members 
Mstep: Class 28 contains 3964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207520.000000 Penalty: 61608.199219
Iteration 184Q: 29 clusters Score -8.620752e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 13665 members 
Mstep: Class 3 contains 15384 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 56885 members 
Mstep: Class 7 contains 3608 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 83338 members 
Mstep: Class 10 contains 12838 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 91152 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26713 members 
Mstep: Class 15 contains 12695 members 
Mstep: Class 16 contains 14619 members 
Mstep: Class 17 contains 133216 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3345 members 
Mstep: Class 21 contains 114390 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2679 members 
Mstep: Class 24 contains 7677 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 77909 members 
Mstep: Class 28 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207912.000000 Penalty: 61608.199219
Iteration 185Q: 29 clusters Score -8.620791e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 13663 members 
Mstep: Class 3 contains 15384 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 57767 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 83209 members 
Mstep: Class 10 contains 12843 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90763 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26711 members 
Mstep: Class 15 contains 12695 members 
Mstep: Class 16 contains 14605 members 
Mstep: Class 17 contains 133233 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3340 members 
Mstep: Class 21 contains 114189 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 7677 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 77866 members 
Mstep: Class 28 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208600.000000 Penalty: 61608.199219
Iteration 186Q: 29 clusters Score -8.62086e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 13663 members 
Mstep: Class 3 contains 15384 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 58647 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 83066 members 
Mstep: Class 10 contains 12841 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90377 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26706 members 
Mstep: Class 15 contains 12698 members 
Mstep: Class 16 contains 14583 members 
Mstep: Class 17 contains 133247 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3336 members 
Mstep: Class 21 contains 114012 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 7677 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 77828 members 
Mstep: Class 28 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209032.000000 Penalty: 61608.199219
Iteration 187Q: 29 clusters Score -8.620903e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 13657 members 
Mstep: Class 3 contains 15378 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 59632 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 1582 members 
Mstep: Class 9 contains 82946 members 
Mstep: Class 10 contains 12840 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 89906 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26706 members 
Mstep: Class 15 contains 12698 members 
Mstep: Class 16 contains 14561 members 
Mstep: Class 17 contains 133270 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3337 members 
Mstep: Class 21 contains 113810 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2751 members 
Mstep: Class 24 contains 7678 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 77776 members 
Mstep: Class 28 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209264.000000 Penalty: 61608.199219
Iteration 188Q: 29 clusters Score -8.620926e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 13658 members 
Mstep: Class 3 contains 15373 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 60664 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 82797 members 
Mstep: Class 10 contains 12848 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 89447 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26709 members 
Mstep: Class 15 contains 12699 members 
Mstep: Class 16 contains 14544 members 
Mstep: Class 17 contains 133311 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3328 members 
Mstep: Class 21 contains 113602 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2788 members 
Mstep: Class 24 contains 7678 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 4793 members 
Mstep: Class 27 contains 77680 members 
Mstep: Class 28 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209544.000000 Penalty: 61608.199219
Iteration 189Q: 29 clusters Score -8.620954e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 13648 members 
Mstep: Class 3 contains 15368 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 61801 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 82653 members 
Mstep: Class 10 contains 12857 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88952 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26709 members 
Mstep: Class 15 contains 12700 members 
Mstep: Class 16 contains 14527 members 
Mstep: Class 17 contains 133338 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 113348 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2836 members 
Mstep: Class 24 contains 7678 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 77568 members 
Mstep: Class 28 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210064.000000 Penalty: 61608.199219
Iteration 190Q: 29 clusters Score -8.621006e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 13643 members 
Mstep: Class 3 contains 15356 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 63031 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 82502 members 
Mstep: Class 10 contains 12857 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88420 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26708 members 
Mstep: Class 15 contains 12700 members 
Mstep: Class 16 contains 14516 members 
Mstep: Class 17 contains 133367 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 21 contains 113088 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2873 members 
Mstep: Class 24 contains 7678 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 4796 members 
Mstep: Class 27 contains 77443 members 
Mstep: Class 28 contains 3967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210888.000000 Penalty: 61608.199219
Iteration 191Q: 29 clusters Score -8.621089e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 15343 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 64366 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 82327 members 
Mstep: Class 10 contains 12864 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87854 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26707 members 
Mstep: Class 15 contains 12700 members 
Mstep: Class 16 contains 14495 members 
Mstep: Class 17 contains 133421 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 112783 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2906 members 
Mstep: Class 24 contains 7678 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 77296 members 
Mstep: Class 28 contains 3968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211640.000000 Penalty: 61608.199219
Iteration 192Q: 29 clusters Score -8.621164e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 13638 members 
Mstep: Class 3 contains 15329 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 65767 members 
Mstep: Class 7 contains 3654 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 82170 members 
Mstep: Class 10 contains 12873 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87268 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26706 members 
Mstep: Class 15 contains 12705 members 
Mstep: Class 16 contains 14478 members 
Mstep: Class 17 contains 133463 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3303 members 
Mstep: Class 21 contains 112421 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 7678 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 77171 members 
Mstep: Class 28 contains 3973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212464.000000 Penalty: 61608.199219
Iteration 193Q: 29 clusters Score -8.621246e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 13635 members 
Mstep: Class 3 contains 15323 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 67208 members 
Mstep: Class 7 contains 3661 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 81979 members 
Mstep: Class 10 contains 12890 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86705 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26708 members 
Mstep: Class 15 contains 12710 members 
Mstep: Class 16 contains 14464 members 
Mstep: Class 17 contains 133478 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3300 members 
Mstep: Class 21 contains 112084 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 7678 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 77002 members 
Mstep: Class 28 contains 3976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213584.000000 Penalty: 61608.199219
Iteration 194Q: 29 clusters Score -8.621358e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 13638 members 
Mstep: Class 3 contains 15316 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 68562 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 9 contains 81814 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86166 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26708 members 
Mstep: Class 15 contains 12718 members 
Mstep: Class 16 contains 14452 members 
Mstep: Class 17 contains 133488 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 111771 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 7678 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 76856 members 
Mstep: Class 28 contains 3980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214168.000000 Penalty: 61608.199219
Iteration 195Q: 29 clusters Score -8.621417e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 13626 members 
Mstep: Class 3 contains 15312 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 69827 members 
Mstep: Class 7 contains 3678 members 
Mstep: Class 8 contains 1586 members 
Mstep: Class 9 contains 81614 members 
Mstep: Class 10 contains 12928 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 85631 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26708 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 14441 members 
Mstep: Class 17 contains 133502 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 111559 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3099 members 
Mstep: Class 24 contains 7677 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 76663 members 
Mstep: Class 28 contains 3983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214640.000000 Penalty: 61608.199219
Iteration 196Q: 29 clusters Score -8.621464e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 13614 members 
Mstep: Class 3 contains 15311 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 70992 members 
Mstep: Class 7 contains 3688 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 81429 members 
Mstep: Class 10 contains 12933 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 85144 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26712 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 14430 members 
Mstep: Class 17 contains 133485 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3294 members 
Mstep: Class 21 contains 111418 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3130 members 
Mstep: Class 24 contains 7677 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 76470 members 
Mstep: Class 28 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215520.000000 Penalty: 61608.199219
Iteration 197Q: 29 clusters Score -8.621552e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 13607 members 
Mstep: Class 3 contains 15306 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 72026 members 
Mstep: Class 7 contains 3694 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 81267 members 
Mstep: Class 10 contains 12939 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 84697 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26715 members 
Mstep: Class 15 contains 12735 members 
Mstep: Class 16 contains 14428 members 
Mstep: Class 17 contains 133486 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3295 members 
Mstep: Class 21 contains 111350 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3146 members 
Mstep: Class 24 contains 7677 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 76268 members 
Mstep: Class 28 contains 3997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215808.000000 Penalty: 61608.199219
Iteration 198Q: 29 clusters Score -8.621581e+07 nChanged 2118
Entering ConstructFrom: 
Score: -86215808.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (63783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Entering Unmasked Estep 
Score: -7426943.500000 Penalty: 1797.776855
	Iteration 0F: 2 clusters Score -7426944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -7384610.000000 Penalty: 3595.553711
	Iteration 0F: 3 clusters Score -7384610 nChanged 30037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -7402016.000000 Penalty: 3595.553711
	Iteration 1F: 3 clusters Score -7402016 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -7402813.500000 Penalty: 3595.553711
	Iteration 2Q: 3 clusters Score -7402814 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -7403816.000000 Penalty: 3595.553711
	Iteration 3Q: 3 clusters Score -7403816 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -7405142.000000 Penalty: 3595.553711
	Iteration 4Q: 3 clusters Score -7405142 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -7406789.500000 Penalty: 3595.553711
	Iteration 5Q: 3 clusters Score -7406790 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -7408605.500000 Penalty: 3595.553711
	Iteration 6F: 3 clusters Score -7408606 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -7410697.000000 Penalty: 3595.553711
	Iteration 7F: 3 clusters Score -7410697 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -7412909.500000 Penalty: 3595.553711
	Iteration 8F: 3 clusters Score -7412910 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -7414961.500000 Penalty: 3595.553711
	Iteration 9F: 3 clusters Score -7414962 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -7416508.000000 Penalty: 3595.553711
	Iteration 10Q: 3 clusters Score -7416508 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -7417324.500000 Penalty: 3595.553711
	Iteration 11Q: 3 clusters Score -7417324 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -7417706.500000 Penalty: 3595.553711
	Iteration 12Q: 3 clusters Score -7417706 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -7417937.500000 Penalty: 3595.553711
	Iteration 13Q: 3 clusters Score -7417938 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -7418096.500000 Penalty: 3595.553711
	Iteration 14Q: 3 clusters Score -7418096 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -7418218.000000 Penalty: 3595.553711
	Iteration 15Q: 3 clusters Score -7418218 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -7418320.500000 Penalty: 3595.553711
	Iteration 16Q: 3 clusters Score -7418320 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -7418438.000000 Penalty: 3595.553711
	Iteration 17Q: 3 clusters Score -7418438 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -7418556.000000 Penalty: 3595.553711
	Iteration 18Q: 3 clusters Score -7418556 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -7418640.500000 Penalty: 3595.553711
	Iteration 19Q: 3 clusters Score -7418640 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -7418804.500000 Penalty: 3595.553711
	Iteration 20F: 3 clusters Score -7418804 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -7418962.500000 Penalty: 3595.553711
	Iteration 21Q: 3 clusters Score -7418962 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -7419086.000000 Penalty: 3595.553711
	Iteration 22Q: 3 clusters Score -7419086 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -7419238.000000 Penalty: 3595.553711
	Iteration 23Q: 3 clusters Score -7419238 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -7419432.000000 Penalty: 3595.553711
	Iteration 24Q: 3 clusters Score -7419432 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -7419603.500000 Penalty: 3595.553711
	Iteration 25Q: 3 clusters Score -7419604 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -7419800.500000 Penalty: 3595.553711
	Iteration 26Q: 3 clusters Score -7419800 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -7419955.000000 Penalty: 3595.553711
	Iteration 27Q: 3 clusters Score -7419955 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -7420186.000000 Penalty: 3595.553711
	Iteration 28Q: 3 clusters Score -7420186 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -7420425.000000 Penalty: 3595.553711
	Iteration 29Q: 3 clusters Score -7420425 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -7420748.000000 Penalty: 3595.553711
	Iteration 30Q: 3 clusters Score -7420748 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -7420995.500000 Penalty: 3595.553711
	Iteration 31Q: 3 clusters Score -7420996 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -7421210.500000 Penalty: 3595.553711
	Iteration 32Q: 3 clusters Score -7421210 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -7421454.500000 Penalty: 3595.553711
	Iteration 33Q: 3 clusters Score -7421454 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -7421725.000000 Penalty: 3595.553711
	Iteration 34Q: 3 clusters Score -7421725 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -7421964.000000 Penalty: 3595.553711
	Iteration 35Q: 3 clusters Score -7421964 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -7422282.000000 Penalty: 3595.553711
	Iteration 36Q: 3 clusters Score -7422282 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -7422575.000000 Penalty: 3595.553711
	Iteration 37Q: 3 clusters Score -7422575 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -7422858.000000 Penalty: 3595.553711
	Iteration 38Q: 3 clusters Score -7422858 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -7423152.500000 Penalty: 3595.553711
	Iteration 39Q: 3 clusters Score -7423152 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -7423415.500000 Penalty: 3595.553711
	Iteration 40F: 3 clusters Score -7423416 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -7423652.500000 Penalty: 3595.553711
	Iteration 41Q: 3 clusters Score -7423652 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7423916.000000 Penalty: 3595.553711
	Iteration 42Q: 3 clusters Score -7423916 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -7424168.000000 Penalty: 3595.553711
	Iteration 43Q: 3 clusters Score -7424168 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -7424362.000000 Penalty: 3595.553711
	Iteration 44Q: 3 clusters Score -7424362 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7424582.500000 Penalty: 3595.553711
	Iteration 45Q: 3 clusters Score -7424582 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7424744.500000 Penalty: 3595.553711
	Iteration 46Q: 3 clusters Score -7424744 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7424896.000000 Penalty: 3595.553711
	Iteration 47Q: 3 clusters Score -7424896 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7425028.000000 Penalty: 3595.553711
	Iteration 48Q: 3 clusters Score -7425028 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7425121.000000 Penalty: 3595.553711
	Iteration 49Q: 3 clusters Score -7425121 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7425182.500000 Penalty: 3595.553711
	Iteration 50Q: 3 clusters Score -7425182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7425246.000000 Penalty: 3595.553711
	Iteration 51Q: 3 clusters Score -7425246 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7425280.000000 Penalty: 3595.553711
	Iteration 52Q: 3 clusters Score -7425280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7425314.000000 Penalty: 3595.553711
	Iteration 53Q: 3 clusters Score -7425314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7425330.500000 Penalty: 3595.553711
	Iteration 54Q: 3 clusters Score -7425330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7425358.500000 Penalty: 3595.553711
	Iteration 55Q: 3 clusters Score -7425358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7425355.500000 Penalty: 3595.553711
	Iteration 56Q: 3 clusters Score -7425356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7425377.500000 Penalty: 3595.553711
	Iteration 57Q: 3 clusters Score -7425378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7425382.000000 Penalty: 3595.553711
	Iteration 58Q: 3 clusters Score -7425382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7425394.500000 Penalty: 3595.553711
	Iteration 59Q: 3 clusters Score -7425394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7425392.000000 Penalty: 3595.553711
	Iteration 60F: 3 clusters Score -7425392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7425392.000000 Penalty: 3595.553711
	Iteration 61Q: 3 clusters Score -7425392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7425391.500000 Penalty: 3595.553711
	Iteration 62Q: 3 clusters Score -7425392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7425390.500000 Penalty: 3595.553711
	Iteration 63Q: 3 clusters Score -7425390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7425391.000000 Penalty: 3595.553711
	Iteration 64Q: 3 clusters Score -7425391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7425393.500000 Penalty: 3595.553711
	Iteration 65Q: 3 clusters Score -7425394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7425390.000000 Penalty: 3595.553711
	Iteration 66Q: 3 clusters Score -7425390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7425388.000000 Penalty: 3595.553711
	Iteration 67Q: 3 clusters Score -7425388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7425392.500000 Penalty: 3595.553711
	Iteration 68Q: 3 clusters Score -7425392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7425389.000000 Penalty: 3595.553711
	Iteration 69Q: 3 clusters Score -7425389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7425401.000000 Penalty: 3595.553711
	Iteration 70Q: 3 clusters Score -7425401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7425394.000000 Penalty: 3595.553711
	Iteration 71Q: 3 clusters Score -7425394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7425395.000000 Penalty: 3595.553711
	Iteration 72Q: 3 clusters Score -7425395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7425403.000000 Penalty: 3595.553711
	Iteration 73Q: 3 clusters Score -7425403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7425400.000000 Penalty: 3595.553711
	Iteration 74Q: 3 clusters Score -7425400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7425402.000000 Penalty: 3595.553711
	Iteration 75Q: 3 clusters Score -7425402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7425404.500000 Penalty: 3595.553711
	Iteration 76Q: 3 clusters Score -7425404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7425404.000000 Penalty: 3595.553711
	Iteration 77Q: 3 clusters Score -7425404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7425406.000000 Penalty: 3595.553711
	Iteration 78Q: 3 clusters Score -7425406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7425411.500000 Penalty: 3595.553711
	Iteration 79Q: 3 clusters Score -7425412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7425411.500000 Penalty: 3595.553711
	Iteration 80F: 3 clusters Score -7425412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Entering Unmasked Estep 
Score: -1589526.000000 Penalty: 1546.766113
	Iteration 0F: 2 clusters Score -1589526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1580030.875000 Penalty: 3093.532227
	Iteration 0F: 3 clusters Score -1580031 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1583141.625000 Penalty: 3093.532227
	Iteration 1F: 3 clusters Score -1583142 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1583398.000000 Penalty: 3093.532227
	Iteration 2F: 3 clusters Score -1583398 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1583612.625000 Penalty: 3093.532227
	Iteration 3Q: 3 clusters Score -1583613 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1583790.625000 Penalty: 3093.532227
	Iteration 4Q: 3 clusters Score -1583791 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1583954.750000 Penalty: 3093.532227
	Iteration 5Q: 3 clusters Score -1583955 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1584119.750000 Penalty: 3093.532227
	Iteration 6Q: 3 clusters Score -1584120 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1584309.875000 Penalty: 3093.532227
	Iteration 7Q: 3 clusters Score -1584310 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1584581.250000 Penalty: 3093.532227
	Iteration 8Q: 3 clusters Score -1584581 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1584980.250000 Penalty: 3093.532227
	Iteration 9Q: 3 clusters Score -1584980 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1585570.500000 Penalty: 3093.532227
	Iteration 10F: 3 clusters Score -1585570 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1586267.875000 Penalty: 3093.532227
	Iteration 11F: 3 clusters Score -1586268 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1586976.500000 Penalty: 3093.532227
	Iteration 12F: 3 clusters Score -1586976 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1587493.875000 Penalty: 3093.532227
	Iteration 13Q: 3 clusters Score -1587494 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1587807.500000 Penalty: 3093.532227
	Iteration 14Q: 3 clusters Score -1587808 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1587966.750000 Penalty: 3093.532227
	Iteration 15Q: 3 clusters Score -1587967 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1588049.125000 Penalty: 3093.532227
	Iteration 16Q: 3 clusters Score -1588049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1588095.625000 Penalty: 3093.532227
	Iteration 17Q: 3 clusters Score -1588096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1588118.125000 Penalty: 3093.532227
	Iteration 18Q: 3 clusters Score -1588118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1588138.125000 Penalty: 3093.532227
	Iteration 19Q: 3 clusters Score -1588138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1588150.875000 Penalty: 3093.532227
	Iteration 20F: 3 clusters Score -1588151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1588159.750000 Penalty: 3093.532227
	Iteration 21Q: 3 clusters Score -1588160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1588160.750000 Penalty: 3093.532227
	Iteration 22Q: 3 clusters Score -1588161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1588168.375000 Penalty: 3093.532227
	Iteration 23Q: 3 clusters Score -1588168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1588170.875000 Penalty: 3093.532227
	Iteration 24Q: 3 clusters Score -1588171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1588173.500000 Penalty: 3093.532227
	Iteration 25Q: 3 clusters Score -1588174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1588173.500000 Penalty: 3093.532227
	Iteration 26F: 3 clusters Score -1588174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Entering Unmasked Estep 
Score: -1787156.250000 Penalty: 1565.839355
	Iteration 0F: 2 clusters Score -1787156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1776556.000000 Penalty: 3131.678711
	Iteration 0F: 3 clusters Score -1776556 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1780154.000000 Penalty: 3131.678711
	Iteration 1F: 3 clusters Score -1780154 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1780386.000000 Penalty: 3131.678711
	Iteration 2Q: 3 clusters Score -1780386 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1780574.125000 Penalty: 3131.678711
	Iteration 3Q: 3 clusters Score -1780574 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1780730.500000 Penalty: 3131.678711
	Iteration 4Q: 3 clusters Score -1780730 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1780858.375000 Penalty: 3131.678711
	Iteration 5Q: 3 clusters Score -1780858 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1780964.500000 Penalty: 3131.678711
	Iteration 6Q: 3 clusters Score -1780964 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1781052.375000 Penalty: 3131.678711
	Iteration 7Q: 3 clusters Score -1781052 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1781131.250000 Penalty: 3131.678711
	Iteration 8Q: 3 clusters Score -1781131 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1781205.125000 Penalty: 3131.678711
	Iteration 9Q: 3 clusters Score -1781205 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1781294.375000 Penalty: 3131.678711
	Iteration 10Q: 3 clusters Score -1781294 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1781391.250000 Penalty: 3131.678711
	Iteration 11Q: 3 clusters Score -1781391 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1781538.750000 Penalty: 3131.678711
	Iteration 12Q: 3 clusters Score -1781539 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1781733.250000 Penalty: 3131.678711
	Iteration 13Q: 3 clusters Score -1781733 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1781981.875000 Penalty: 3131.678711
	Iteration 14Q: 3 clusters Score -1781982 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1782263.875000 Penalty: 3131.678711
	Iteration 15Q: 3 clusters Score -1782264 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1782593.750000 Penalty: 3131.678711
	Iteration 16Q: 3 clusters Score -1782594 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1782954.875000 Penalty: 3131.678711
	Iteration 17Q: 3 clusters Score -1782955 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1783256.000000 Penalty: 3131.678711
	Iteration 18Q: 3 clusters Score -1783256 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1783461.875000 Penalty: 3131.678711
	Iteration 19Q: 3 clusters Score -1783462 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1783633.125000 Penalty: 3131.678711
	Iteration 20F: 3 clusters Score -1783633 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1783736.875000 Penalty: 3131.678711
	Iteration 21Q: 3 clusters Score -1783737 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1783820.375000 Penalty: 3131.678711
	Iteration 22Q: 3 clusters Score -1783820 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1783893.375000 Penalty: 3131.678711
	Iteration 23Q: 3 clusters Score -1783893 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1783964.750000 Penalty: 3131.678711
	Iteration 24Q: 3 clusters Score -1783965 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1784040.625000 Penalty: 3131.678711
	Iteration 25Q: 3 clusters Score -1784041 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1784121.625000 Penalty: 3131.678711
	Iteration 26Q: 3 clusters Score -1784122 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1784203.375000 Penalty: 3131.678711
	Iteration 27Q: 3 clusters Score -1784203 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1784290.875000 Penalty: 3131.678711
	Iteration 28Q: 3 clusters Score -1784291 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1784394.500000 Penalty: 3131.678711
	Iteration 29Q: 3 clusters Score -1784394 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1784508.500000 Penalty: 3131.678711
	Iteration 30Q: 3 clusters Score -1784508 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1784600.500000 Penalty: 3131.678711
	Iteration 31Q: 3 clusters Score -1784600 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1784706.250000 Penalty: 3131.678711
	Iteration 32Q: 3 clusters Score -1784706 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1784821.375000 Penalty: 3131.678711
	Iteration 33Q: 3 clusters Score -1784821 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1784925.250000 Penalty: 3131.678711
	Iteration 34Q: 3 clusters Score -1784925 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1785015.750000 Penalty: 3131.678711
	Iteration 35Q: 3 clusters Score -1785016 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1785085.500000 Penalty: 3131.678711
	Iteration 36Q: 3 clusters Score -1785086 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1785138.625000 Penalty: 3131.678711
	Iteration 37Q: 3 clusters Score -1785139 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1785187.875000 Penalty: 3131.678711
	Iteration 38Q: 3 clusters Score -1785188 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1785217.125000 Penalty: 3131.678711
	Iteration 39Q: 3 clusters Score -1785217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1785238.750000 Penalty: 3131.678711
	Iteration 40F: 3 clusters Score -1785239 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1785257.250000 Penalty: 3131.678711
	Iteration 41Q: 3 clusters Score -1785257 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1785281.875000 Penalty: 3131.678711
	Iteration 42Q: 3 clusters Score -1785282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1785303.625000 Penalty: 3131.678711
	Iteration 43Q: 3 clusters Score -1785304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1785321.500000 Penalty: 3131.678711
	Iteration 44Q: 3 clusters Score -1785322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1785337.500000 Penalty: 3131.678711
	Iteration 45Q: 3 clusters Score -1785338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1785353.875000 Penalty: 3131.678711
	Iteration 46Q: 3 clusters Score -1785354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1785376.125000 Penalty: 3131.678711
	Iteration 47Q: 3 clusters Score -1785376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1785389.625000 Penalty: 3131.678711
	Iteration 48Q: 3 clusters Score -1785390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1785398.000000 Penalty: 3131.678711
	Iteration 49Q: 3 clusters Score -1785398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1785412.625000 Penalty: 3131.678711
	Iteration 50Q: 3 clusters Score -1785413 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1785432.375000 Penalty: 3131.678711
	Iteration 51Q: 3 clusters Score -1785432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1785448.500000 Penalty: 3131.678711
	Iteration 52Q: 3 clusters Score -1785448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1785459.500000 Penalty: 3131.678711
	Iteration 53Q: 3 clusters Score -1785460 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1785473.750000 Penalty: 3131.678711
	Iteration 54Q: 3 clusters Score -1785474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1785491.625000 Penalty: 3131.678711
	Iteration 55Q: 3 clusters Score -1785492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1785505.875000 Penalty: 3131.678711
	Iteration 56Q: 3 clusters Score -1785506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1785520.625000 Penalty: 3131.678711
	Iteration 57Q: 3 clusters Score -1785521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1785532.750000 Penalty: 3131.678711
	Iteration 58Q: 3 clusters Score -1785533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1785547.000000 Penalty: 3131.678711
	Iteration 59Q: 3 clusters Score -1785547 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1785566.000000 Penalty: 3131.678711
	Iteration 60F: 3 clusters Score -1785566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1785579.500000 Penalty: 3131.678711
	Iteration 61Q: 3 clusters Score -1785580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1785585.000000 Penalty: 3131.678711
	Iteration 62Q: 3 clusters Score -1785585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1785591.250000 Penalty: 3131.678711
	Iteration 63Q: 3 clusters Score -1785591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1785599.500000 Penalty: 3131.678711
	Iteration 64Q: 3 clusters Score -1785600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1785609.750000 Penalty: 3131.678711
	Iteration 65Q: 3 clusters Score -1785610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1785614.000000 Penalty: 3131.678711
	Iteration 66Q: 3 clusters Score -1785614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1785625.250000 Penalty: 3131.678711
	Iteration 67Q: 3 clusters Score -1785625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1785636.000000 Penalty: 3131.678711
	Iteration 68Q: 3 clusters Score -1785636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1785641.125000 Penalty: 3131.678711
	Iteration 69Q: 3 clusters Score -1785641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1785648.750000 Penalty: 3131.678711
	Iteration 70Q: 3 clusters Score -1785649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1785648.875000 Penalty: 3131.678711
	Iteration 71Q: 3 clusters Score -1785649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1785654.625000 Penalty: 3131.678711
	Iteration 72Q: 3 clusters Score -1785655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1785667.250000 Penalty: 3131.678711
	Iteration 73Q: 3 clusters Score -1785667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1785675.625000 Penalty: 3131.678711
	Iteration 74Q: 3 clusters Score -1785676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1785680.125000 Penalty: 3131.678711
	Iteration 75Q: 3 clusters Score -1785680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1785683.125000 Penalty: 3131.678711
	Iteration 76Q: 3 clusters Score -1785683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1785685.375000 Penalty: 3131.678711
	Iteration 77Q: 3 clusters Score -1785685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1785692.500000 Penalty: 3131.678711
	Iteration 78Q: 3 clusters Score -1785692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1785689.875000 Penalty: 3131.678711
	Iteration 79Q: 3 clusters Score -1785690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1785690.000000 Penalty: 3131.678711
	Iteration 80F: 3 clusters Score -1785690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1785699.750000 Penalty: 3131.678711
	Iteration 81Q: 3 clusters Score -1785700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1785700.375000 Penalty: 3131.678711
	Iteration 82Q: 3 clusters Score -1785700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1785704.500000 Penalty: 3131.678711
	Iteration 83Q: 3 clusters Score -1785704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1785712.125000 Penalty: 3131.678711
	Iteration 84Q: 3 clusters Score -1785712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1785714.750000 Penalty: 3131.678711
	Iteration 85Q: 3 clusters Score -1785715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1785717.375000 Penalty: 3131.678711
	Iteration 86Q: 3 clusters Score -1785717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1785711.000000 Penalty: 3131.678711
	Iteration 87Q: 3 clusters Score -1785711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1785716.500000 Penalty: 3131.678711
	Iteration 88Q: 3 clusters Score -1785716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1785723.250000 Penalty: 3131.678711
	Iteration 89Q: 3 clusters Score -1785723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1785724.875000 Penalty: 3131.678711
	Iteration 90Q: 3 clusters Score -1785725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1785722.750000 Penalty: 3131.678711
	Iteration 91Q: 3 clusters Score -1785723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1785727.000000 Penalty: 3131.678711
	Iteration 92Q: 3 clusters Score -1785727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1785728.125000 Penalty: 3131.678711
	Iteration 93Q: 3 clusters Score -1785728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1785726.875000 Penalty: 3131.678711
	Iteration 94Q: 3 clusters Score -1785727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1785727.250000 Penalty: 3131.678711
	Iteration 95Q: 3 clusters Score -1785727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1785727.000000 Penalty: 3131.678711
	Iteration 96Q: 3 clusters Score -1785727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1785724.875000 Penalty: 3131.678711
	Iteration 97Q: 3 clusters Score -1785725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1785725.875000 Penalty: 3131.678711
	Iteration 98Q: 3 clusters Score -1785726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1785726.500000 Penalty: 3131.678711
	Iteration 99Q: 3 clusters Score -1785726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1785727.625000 Penalty: 3131.678711
	Iteration 100F: 3 clusters Score -1785728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1785728.500000 Penalty: 3131.678711
	Iteration 101Q: 3 clusters Score -1785728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1785730.750000 Penalty: 3131.678711
	Iteration 102Q: 3 clusters Score -1785731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1785728.625000 Penalty: 3131.678711
	Iteration 103Q: 3 clusters Score -1785729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1785730.875000 Penalty: 3131.678711
	Iteration 104Q: 3 clusters Score -1785731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1785732.750000 Penalty: 3131.678711
	Iteration 105Q: 3 clusters Score -1785733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1785735.750000 Penalty: 3131.678711
	Iteration 106Q: 3 clusters Score -1785736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1785736.750000 Penalty: 3131.678711
	Iteration 107Q: 3 clusters Score -1785737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1785733.375000 Penalty: 3131.678711
	Iteration 108Q: 3 clusters Score -1785733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1785733.125000 Penalty: 3131.678711
	Iteration 109Q: 3 clusters Score -1785733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1785733.125000 Penalty: 3131.678711
	Iteration 110F: 3 clusters Score -1785733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -222920.218750 Penalty: 1236.441406
	Iteration 0F: 2 clusters Score -222920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -220808.968750 Penalty: 2472.882812
	Iteration 0F: 3 clusters Score -220809 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -221242.687500 Penalty: 2472.882812
	Iteration 1F: 3 clusters Score -221242.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -221372.984375 Penalty: 2472.882812
	Iteration 2F: 3 clusters Score -221373 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -221454.968750 Penalty: 2472.882812
	Iteration 3F: 3 clusters Score -221455 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -221510.500000 Penalty: 2472.882812
	Iteration 4Q: 3 clusters Score -221510.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -221565.171875 Penalty: 2472.882812
	Iteration 5Q: 3 clusters Score -221565.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -221606.203125 Penalty: 2472.882812
	Iteration 6Q: 3 clusters Score -221606.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -221636.015625 Penalty: 2472.882812
	Iteration 7Q: 3 clusters Score -221636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -221659.953125 Penalty: 2472.882812
	Iteration 8Q: 3 clusters Score -221660 nChanged 24
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: -221675.828125 Penalty: 2472.882812
	Iteration 9Q: 3 clusters Score -221675.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -221691.953125 Penalty: 2472.882812
	Iteration 10Q: 3 clusters Score -221692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -221707.421875 Penalty: 2472.882812
	Iteration 11Q: 3 clusters Score -221707.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -221722.046875 Penalty: 2472.882812
	Iteration 12Q: 3 clusters Score -221722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -221733.812500 Penalty: 2472.882812
	Iteration 13Q: 3 clusters Score -221733.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -221740.921875 Penalty: 2472.882812
	Iteration 14Q: 3 clusters Score -221740.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -221748.921875 Penalty: 2472.882812
	Iteration 15Q: 3 clusters Score -221748.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -221755.015625 Penalty: 2472.882812
	Iteration 16Q: 3 clusters Score -221755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -221759.343750 Penalty: 2472.882812
	Iteration 17Q: 3 clusters Score -221759.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -221763.828125 Penalty: 2472.882812
	Iteration 18Q: 3 clusters Score -221763.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -221769.500000 Penalty: 2472.882812
	Iteration 19Q: 3 clusters Score -221769.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -221769.734375 Penalty: 2472.882812
	Iteration 20F: 3 clusters Score -221769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -221770.171875 Penalty: 2472.882812
	Iteration 21Q: 3 clusters Score -221770.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -221770.171875 Penalty: 2472.882812
	Iteration 22F: 3 clusters Score -221770.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -438577.156250 Penalty: 1337.512085
	Iteration 0F: 2 clusters Score -438577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -435356.312500 Penalty: 2675.024170
	Iteration 0F: 3 clusters Score -435356.3 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -436124.187500 Penalty: 2675.024170
	Iteration 1F: 3 clusters Score -436124.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -436271.593750 Penalty: 2675.024170
	Iteration 2F: 3 clusters Score -436271.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -436353.125000 Penalty: 2675.024170
	Iteration 3Q: 3 clusters Score -436353.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -436415.562500 Penalty: 2675.024170
	Iteration 4Q: 3 clusters Score -436415.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -436463.843750 Penalty: 2675.024170
	Iteration 5Q: 3 clusters Score -436463.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -436509.281250 Penalty: 2675.024170
	Iteration 6Q: 3 clusters Score -436509.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -436545.500000 Penalty: 2675.024170
	Iteration 7Q: 3 clusters Score -436545.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -436582.562500 Penalty: 2675.024170
	Iteration 8Q: 3 clusters Score -436582.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -436622.281250 Penalty: 2675.024170
	Iteration 9Q: 3 clusters Score -436622.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -436667.750000 Penalty: 2675.024170
	Iteration 10Q: 3 clusters Score -436667.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -436702.375000 Penalty: 2675.024170
	Iteration 11Q: 3 clusters Score -436702.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -436732.656250 Penalty: 2675.024170
	Iteration 12Q: 3 clusters Score -436732.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -436763.375000 Penalty: 2675.024170
	Iteration 13Q: 3 clusters Score -436763.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -436799.937500 Penalty: 2675.024170
	Iteration 14Q: 3 clusters Score -436799.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -436836.843750 Penalty: 2675.024170
	Iteration 15Q: 3 clusters Score -436836.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -436879.125000 Penalty: 2675.024170
	Iteration 16Q: 3 clusters Score -436879.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -436923.031250 Penalty: 2675.024170
	Iteration 17Q: 3 clusters Score -436923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -436965.375000 Penalty: 2675.024170
	Iteration 18Q: 3 clusters Score -436965.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -437004.843750 Penalty: 2675.024170
	Iteration 19Q: 3 clusters Score -437004.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -437039.875000 Penalty: 2675.024170
	Iteration 20F: 3 clusters Score -437039.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -437065.968750 Penalty: 2675.024170
	Iteration 21Q: 3 clusters Score -437066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -437100.375000 Penalty: 2675.024170
	Iteration 22Q: 3 clusters Score -437100.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -437132.687500 Penalty: 2675.024170
	Iteration 23Q: 3 clusters Score -437132.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -437156.468750 Penalty: 2675.024170
	Iteration 24Q: 3 clusters Score -437156.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -437177.843750 Penalty: 2675.024170
	Iteration 25Q: 3 clusters Score -437177.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -437190.437500 Penalty: 2675.024170
	Iteration 26Q: 3 clusters Score -437190.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -437204.250000 Penalty: 2675.024170
	Iteration 27Q: 3 clusters Score -437204.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -437213.562500 Penalty: 2675.024170
	Iteration 28Q: 3 clusters Score -437213.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -437221.437500 Penalty: 2675.024170
	Iteration 29Q: 3 clusters Score -437221.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -437229.531250 Penalty: 2675.024170
	Iteration 30Q: 3 clusters Score -437229.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -437237.812500 Penalty: 2675.024170
	Iteration 31Q: 3 clusters Score -437237.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -437241.125000 Penalty: 2675.024170
	Iteration 32Q: 3 clusters Score -437241.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -437244.156250 Penalty: 2675.024170
	Iteration 33Q: 3 clusters Score -437244.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -437245.218750 Penalty: 2675.024170
	Iteration 34Q: 3 clusters Score -437245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -437247.781250 Penalty: 2675.024170
	Iteration 35Q: 3 clusters Score -437247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -437250.343750 Penalty: 2675.024170
	Iteration 36Q: 3 clusters Score -437250.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -437253.281250 Penalty: 2675.024170
	Iteration 37Q: 3 clusters Score -437253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -437254.468750 Penalty: 2675.024170
	Iteration 38Q: 3 clusters Score -437254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -437255.093750 Penalty: 2675.024170
	Iteration 39Q: 3 clusters Score -437255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -437255.656250 Penalty: 2675.024170
	Iteration 40F: 3 clusters Score -437255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -437256.593750 Penalty: 2675.024170
	Iteration 41Q: 3 clusters Score -437256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -437256.437500 Penalty: 2675.024170
	Iteration 42Q: 3 clusters Score -437256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -437256.062500 Penalty: 2675.024170
	Iteration 43Q: 3 clusters Score -437256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -437257.656250 Penalty: 2675.024170
	Iteration 44Q: 3 clusters Score -437257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -437257.656250 Penalty: 2675.024170
	Iteration 45F: 3 clusters Score -437257.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Entering Unmasked Estep 
Score: -8568136.000000 Penalty: 1819.491699
	Iteration 0F: 2 clusters Score -8568136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -8519500.000000 Penalty: 3638.983398
	Iteration 0F: 3 clusters Score -8519500 nChanged 34763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -8539675.000000 Penalty: 3638.983398
	Iteration 1F: 3 clusters Score -8539675 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -8540292.000000 Penalty: 3638.983398
	Iteration 2Q: 3 clusters Score -8540292 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -8541012.000000 Penalty: 3638.983398
	Iteration 3Q: 3 clusters Score -8541012 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -8541850.000000 Penalty: 3638.983398
	Iteration 4Q: 3 clusters Score -8541850 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -8542737.000000 Penalty: 3638.983398
	Iteration 5Q: 3 clusters Score -8542737 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8544033.000000 Penalty: 3638.983398
	Iteration 6Q: 3 clusters Score -8544033 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -8545801.000000 Penalty: 3638.983398
	Iteration 7Q: 3 clusters Score -8545801 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -8548282.000000 Penalty: 3638.983398
	Iteration 8F: 3 clusters Score -8548282 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -8551506.000000 Penalty: 3638.983398
	Iteration 9F: 3 clusters Score -8551506 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -8555672.000000 Penalty: 3638.983398
	Iteration 10F: 3 clusters Score -8555672 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -8559834.000000 Penalty: 3638.983398
	Iteration 11F: 3 clusters Score -8559834 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -8563115.000000 Penalty: 3638.983398
	Iteration 12Q: 3 clusters Score -8563115 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -8565016.000000 Penalty: 3638.983398
	Iteration 13Q: 3 clusters Score -8565016 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -8565824.000000 Penalty: 3638.983398
	Iteration 14Q: 3 clusters Score -8565824 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -8566147.000000 Penalty: 3638.983398
	Iteration 15Q: 3 clusters Score -8566147 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -8566298.000000 Penalty: 3638.983398
	Iteration 16Q: 3 clusters Score -8566298 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -8566397.000000 Penalty: 3638.983398
	Iteration 17Q: 3 clusters Score -8566397 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -8566458.000000 Penalty: 3638.983398
	Iteration 18Q: 3 clusters Score -8566458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 72536 members 
Entering Unmasked Estep 
Score: -8566489.000000 Penalty: 3638.983398
	Iteration 19Q: 3 clusters Score -8566489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -8566534.000000 Penalty: 3638.983398
	Iteration 20F: 3 clusters Score -8566534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -8566566.000000 Penalty: 3638.983398
	Iteration 21Q: 3 clusters Score -8566566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -8566566.000000 Penalty: 3638.983398
	Iteration 22Q: 3 clusters Score -8566566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -8566576.000000 Penalty: 3638.983398
	Iteration 23Q: 3 clusters Score -8566576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -8566579.000000 Penalty: 3638.983398
	Iteration 24Q: 3 clusters Score -8566579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -8566591.000000 Penalty: 3638.983398
	Iteration 25Q: 3 clusters Score -8566591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -8566610.000000 Penalty: 3638.983398
	Iteration 26Q: 3 clusters Score -8566610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -8566609.000000 Penalty: 3638.983398
	Iteration 27Q: 3 clusters Score -8566609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -8566603.000000 Penalty: 3638.983398
	Iteration 28Q: 3 clusters Score -8566603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -8566611.000000 Penalty: 3638.983398
	Iteration 29Q: 3 clusters Score -8566611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -8566624.000000 Penalty: 3638.983398
	Iteration 30Q: 3 clusters Score -8566624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -8566629.000000 Penalty: 3638.983398
	Iteration 31Q: 3 clusters Score -8566629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -8566631.000000 Penalty: 3638.983398
	Iteration 32Q: 3 clusters Score -8566631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -8566638.000000 Penalty: 3638.983398
	Iteration 33Q: 3 clusters Score -8566638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -8566642.000000 Penalty: 3638.983398
	Iteration 34Q: 3 clusters Score -8566642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -8566637.000000 Penalty: 3638.983398
	Iteration 35Q: 3 clusters Score -8566637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 72630 members 
Entering Unmasked Estep 
Score: -8566637.000000 Penalty: 3638.983398
	Iteration 36Q: 3 clusters Score -8566637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -8566638.000000 Penalty: 3638.983398
	Iteration 37Q: 3 clusters Score -8566638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -8566636.000000 Penalty: 3638.983398
	Iteration 38Q: 3 clusters Score -8566636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -8566637.000000 Penalty: 3638.983398
	Iteration 39Q: 3 clusters Score -8566637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -8566637.000000 Penalty: 3638.983398
	Iteration 40F: 3 clusters Score -8566637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -433239.437500 Penalty: 1335.158203
	Iteration 0F: 2 clusters Score -433239.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -430062.906250 Penalty: 2670.316406
	Iteration 0F: 3 clusters Score -430062.9 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -430810.218750 Penalty: 2670.316406
	Iteration 1F: 3 clusters Score -430810.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -430971.937500 Penalty: 2670.316406
	Iteration 2F: 3 clusters Score -430971.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -431077.687500 Penalty: 2670.316406
	Iteration 3F: 3 clusters Score -431077.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -431160.843750 Penalty: 2670.316406
	Iteration 4Q: 3 clusters Score -431160.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -431235.281250 Penalty: 2670.316406
	Iteration 5Q: 3 clusters Score -431235.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -431300.531250 Penalty: 2670.316406
	Iteration 6Q: 3 clusters Score -431300.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -431379.406250 Penalty: 2670.316406
	Iteration 7Q: 3 clusters Score -431379.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -431458.843750 Penalty: 2670.316406
	Iteration 8Q: 3 clusters Score -431458.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -431532.718750 Penalty: 2670.316406
	Iteration 9Q: 3 clusters Score -431532.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -431613.812500 Penalty: 2670.316406
	Iteration 10Q: 3 clusters Score -431613.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -431692.687500 Penalty: 2670.316406
	Iteration 11Q: 3 clusters Score -431692.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -431746.812500 Penalty: 2670.316406
	Iteration 12Q: 3 clusters Score -431746.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -431797.406250 Penalty: 2670.316406
	Iteration 13Q: 3 clusters Score -431797.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -431855.093750 Penalty: 2670.316406
	Iteration 14Q: 3 clusters Score -431855.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -431904.843750 Penalty: 2670.316406
	Iteration 15Q: 3 clusters Score -431904.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -431945.406250 Penalty: 2670.316406
	Iteration 16Q: 3 clusters Score -431945.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -431970.312500 Penalty: 2670.316406
	Iteration 17Q: 3 clusters Score -431970.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -431988.718750 Penalty: 2670.316406
	Iteration 18Q: 3 clusters Score -431988.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -432006.656250 Penalty: 2670.316406
	Iteration 19Q: 3 clusters Score -432006.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -432016.593750 Penalty: 2670.316406
	Iteration 20F: 3 clusters Score -432016.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -432027.125000 Penalty: 2670.316406
	Iteration 21Q: 3 clusters Score -432027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -432038.906250 Penalty: 2670.316406
	Iteration 22Q: 3 clusters Score -432038.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -432049.750000 Penalty: 2670.316406
	Iteration 23Q: 3 clusters Score -432049.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -432061.343750 Penalty: 2670.316406
	Iteration 24Q: 3 clusters Score -432061.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -432064.000000 Penalty: 2670.316406
	Iteration 25Q: 3 clusters Score -432064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -432064.937500 Penalty: 2670.316406
	Iteration 26Q: 3 clusters Score -432064.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -432064.937500 Penalty: 2670.316406
	Iteration 27F: 3 clusters Score -432064.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -181522.468750 Penalty: 1197.560181
	Iteration 0F: 2 clusters Score -181522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -179692.656250 Penalty: 2395.120361
	Iteration 0F: 3 clusters Score -179692.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -180034.828125 Penalty: 2395.120361
	Iteration 1F: 3 clusters Score -180034.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -180143.437500 Penalty: 2395.120361
	Iteration 2F: 3 clusters Score -180143.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -180213.437500 Penalty: 2395.120361
	Iteration 3F: 3 clusters Score -180213.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -180245.984375 Penalty: 2395.120361
	Iteration 4Q: 3 clusters Score -180246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -180277.000000 Penalty: 2395.120361
	Iteration 5Q: 3 clusters Score -180277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -180296.343750 Penalty: 2395.120361
	Iteration 6Q: 3 clusters Score -180296.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -180309.484375 Penalty: 2395.120361
	Iteration 7Q: 3 clusters Score -180309.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -180325.750000 Penalty: 2395.120361
	Iteration 8Q: 3 clusters Score -180325.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -180341.562500 Penalty: 2395.120361
	Iteration 9Q: 3 clusters Score -180341.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -180348.093750 Penalty: 2395.120361
	Iteration 10Q: 3 clusters Score -180348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -180352.875000 Penalty: 2395.120361
	Iteration 11Q: 3 clusters Score -180352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -180360.046875 Penalty: 2395.120361
	Iteration 12Q: 3 clusters Score -180360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -180370.062500 Penalty: 2395.120361
	Iteration 13Q: 3 clusters Score -180370.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -180388.843750 Penalty: 2395.120361
	Iteration 14Q: 3 clusters Score -180388.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -180398.687500 Penalty: 2395.120361
	Iteration 15Q: 3 clusters Score -180398.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -180407.765625 Penalty: 2395.120361
	Iteration 16Q: 3 clusters Score -180407.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -180413.359375 Penalty: 2395.120361
	Iteration 17Q: 3 clusters Score -180413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -180416.828125 Penalty: 2395.120361
	Iteration 18Q: 3 clusters Score -180416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -180419.140625 Penalty: 2395.120361
	Iteration 19Q: 3 clusters Score -180419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -180419.953125 Penalty: 2395.120361
	Iteration 20F: 3 clusters Score -180420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -180420.328125 Penalty: 2395.120361
	Iteration 21Q: 3 clusters Score -180420.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -180420.578125 Penalty: 2395.120361
	Iteration 22Q: 3 clusters Score -180420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -180421.234375 Penalty: 2395.120361
	Iteration 23Q: 3 clusters Score -180421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -180422.343750 Penalty: 2395.120361
	Iteration 24Q: 3 clusters Score -180422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -180422.640625 Penalty: 2395.120361
	Iteration 25Q: 3 clusters Score -180422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -180422.640625 Penalty: 2395.120361
	Iteration 26F: 3 clusters Score -180422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Entering Unmasked Estep 
Score: -9497536.000000 Penalty: 1836.836792
	Iteration 0F: 2 clusters Score -9497536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -9443895.000000 Penalty: 3673.673584
	Iteration 0F: 3 clusters Score -9443895 nChanged 38650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -9466277.000000 Penalty: 3673.673584
	Iteration 1F: 3 clusters Score -9466277 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -9466999.000000 Penalty: 3673.673584
	Iteration 2Q: 3 clusters Score -9466999 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -9468181.000000 Penalty: 3673.673584
	Iteration 3Q: 3 clusters Score -9468181 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -9470244.000000 Penalty: 3673.673584
	Iteration 4F: 3 clusters Score -9470244 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -9473607.000000 Penalty: 3673.673584
	Iteration 5F: 3 clusters Score -9473607 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -9479397.000000 Penalty: 3673.673584
	Iteration 6F: 3 clusters Score -9479397 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -9486572.000000 Penalty: 3673.673584
	Iteration 7F: 3 clusters Score -9486572 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -9492223.000000 Penalty: 3673.673584
	Iteration 8F: 3 clusters Score -9492223 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -9494702.000000 Penalty: 3673.673584
	Iteration 9Q: 3 clusters Score -9494702 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -9495526.000000 Penalty: 3673.673584
	Iteration 10Q: 3 clusters Score -9495526 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -9495789.000000 Penalty: 3673.673584
	Iteration 11Q: 3 clusters Score -9495789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 80960 members 
Entering Unmasked Estep 
Score: -9495867.000000 Penalty: 3673.673584
	Iteration 12Q: 3 clusters Score -9495867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -9495901.000000 Penalty: 3673.673584
	Iteration 13Q: 3 clusters Score -9495901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -9495923.000000 Penalty: 3673.673584
	Iteration 14Q: 3 clusters Score -9495923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -9495928.000000 Penalty: 3673.673584
	Iteration 15Q: 3 clusters Score -9495928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 80984 members 
Entering Unmasked Estep 
Score: -9495932.000000 Penalty: 3673.673584
	Iteration 16Q: 3 clusters Score -9495932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -9495932.000000 Penalty: 3673.673584
	Iteration 17Q: 3 clusters Score -9495932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -9495932.000000 Penalty: 3673.673584
	Iteration 18F: 3 clusters Score -9495932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Entering Unmasked Estep 
Score: -1507119.750000 Penalty: 1538.575317
	Iteration 0F: 2 clusters Score -1507120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1498128.375000 Penalty: 3077.150635
	Iteration 0F: 3 clusters Score -1498128 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1501135.500000 Penalty: 3077.150635
	Iteration 1F: 3 clusters Score -1501136 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1501496.875000 Penalty: 3077.150635
	Iteration 2F: 3 clusters Score -1501497 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1501880.750000 Penalty: 3077.150635
	Iteration 3F: 3 clusters Score -1501881 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1502297.125000 Penalty: 3077.150635
	Iteration 4F: 3 clusters Score -1502297 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1502743.125000 Penalty: 3077.150635
	Iteration 5F: 3 clusters Score -1502743 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1503190.500000 Penalty: 3077.150635
	Iteration 6F: 3 clusters Score -1503190 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1503717.250000 Penalty: 3077.150635
	Iteration 7F: 3 clusters Score -1503717 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1504276.375000 Penalty: 3077.150635
	Iteration 8F: 3 clusters Score -1504276 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1504789.125000 Penalty: 3077.150635
	Iteration 9Q: 3 clusters Score -1504789 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1505186.750000 Penalty: 3077.150635
	Iteration 10Q: 3 clusters Score -1505187 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1505519.875000 Penalty: 3077.150635
	Iteration 11Q: 3 clusters Score -1505520 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1505715.125000 Penalty: 3077.150635
	Iteration 12Q: 3 clusters Score -1505715 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1505814.875000 Penalty: 3077.150635
	Iteration 13Q: 3 clusters Score -1505815 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1505875.375000 Penalty: 3077.150635
	Iteration 14Q: 3 clusters Score -1505875 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1505930.000000 Penalty: 3077.150635
	Iteration 15Q: 3 clusters Score -1505930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1505971.625000 Penalty: 3077.150635
	Iteration 16Q: 3 clusters Score -1505972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1506009.000000 Penalty: 3077.150635
	Iteration 17Q: 3 clusters Score -1506009 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1506046.875000 Penalty: 3077.150635
	Iteration 18Q: 3 clusters Score -1506047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1506073.500000 Penalty: 3077.150635
	Iteration 19Q: 3 clusters Score -1506074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1506103.750000 Penalty: 3077.150635
	Iteration 20F: 3 clusters Score -1506104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1506139.125000 Penalty: 3077.150635
	Iteration 21Q: 3 clusters Score -1506139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1506160.000000 Penalty: 3077.150635
	Iteration 22Q: 3 clusters Score -1506160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1506190.000000 Penalty: 3077.150635
	Iteration 23Q: 3 clusters Score -1506190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1506211.125000 Penalty: 3077.150635
	Iteration 24Q: 3 clusters Score -1506211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1506231.375000 Penalty: 3077.150635
	Iteration 25Q: 3 clusters Score -1506231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1506242.750000 Penalty: 3077.150635
	Iteration 26Q: 3 clusters Score -1506243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1506249.375000 Penalty: 3077.150635
	Iteration 27Q: 3 clusters Score -1506249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1506250.625000 Penalty: 3077.150635
	Iteration 28Q: 3 clusters Score -1506251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1506253.875000 Penalty: 3077.150635
	Iteration 29Q: 3 clusters Score -1506254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1506256.625000 Penalty: 3077.150635
	Iteration 30Q: 3 clusters Score -1506257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1506258.375000 Penalty: 3077.150635
	Iteration 31Q: 3 clusters Score -1506258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1506259.750000 Penalty: 3077.150635
	Iteration 32Q: 3 clusters Score -1506260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1506261.000000 Penalty: 3077.150635
	Iteration 33Q: 3 clusters Score -1506261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1506265.625000 Penalty: 3077.150635
	Iteration 34Q: 3 clusters Score -1506266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1506265.875000 Penalty: 3077.150635
	Iteration 35Q: 3 clusters Score -1506266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1506265.250000 Penalty: 3077.150635
	Iteration 36Q: 3 clusters Score -1506265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1506267.250000 Penalty: 3077.150635
	Iteration 37Q: 3 clusters Score -1506267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1506267.250000 Penalty: 3077.150635
	Iteration 38F: 3 clusters Score -1506267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -41871.875000 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -41871.88 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 223 members 
Entering Unmasked Estep 
Score: -40964.656250 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -40964.66 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41169.976562 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -41169.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41263.871094 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -41263.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41336.945312 Penalty: 1966.163452
	Iteration 3F: 3 clusters Score -41336.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41393.644531 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -41393.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41431.417969 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -41431.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41527.503906 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -41527.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41577.167969 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -41577.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41625.945312 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -41625.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41645.304688 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -41645.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41666.628906 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -41666.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41671.722656 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -41671.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41671.722656 Penalty: 1966.163452
	Iteration 12F: 3 clusters Score -41671.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84283 members 
Entering Unmasked Estep 
Score: -9856186.000000 Penalty: 1843.064453
	Iteration 0F: 2 clusters Score -9856186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -9800835.000000 Penalty: 3686.128906
	Iteration 0F: 3 clusters Score -9800835 nChanged 40146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -9824081.000000 Penalty: 3686.128906
	Iteration 1F: 3 clusters Score -9824081 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -9825337.000000 Penalty: 3686.128906
	Iteration 2Q: 3 clusters Score -9825337 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -9827347.000000 Penalty: 3686.128906
	Iteration 3Q: 3 clusters Score -9827347 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -9830761.000000 Penalty: 3686.128906
	Iteration 4F: 3 clusters Score -9830761 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -9835922.000000 Penalty: 3686.128906
	Iteration 5F: 3 clusters Score -9835922 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -9842120.000000 Penalty: 3686.128906
	Iteration 6F: 3 clusters Score -9842120 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -9847021.000000 Penalty: 3686.128906
	Iteration 7F: 3 clusters Score -9847021 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -9849518.000000 Penalty: 3686.128906
	Iteration 8Q: 3 clusters Score -9849518 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -9850536.000000 Penalty: 3686.128906
	Iteration 9Q: 3 clusters Score -9850536 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -9851227.000000 Penalty: 3686.128906
	Iteration 10Q: 3 clusters Score -9851227 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -9851721.000000 Penalty: 3686.128906
	Iteration 11Q: 3 clusters Score -9851721 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -9852118.000000 Penalty: 3686.128906
	Iteration 12Q: 3 clusters Score -9852118 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -9852407.000000 Penalty: 3686.128906
	Iteration 13Q: 3 clusters Score -9852407 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -9852568.000000 Penalty: 3686.128906
	Iteration 14Q: 3 clusters Score -9852568 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -9852698.000000 Penalty: 3686.128906
	Iteration 15Q: 3 clusters Score -9852698 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -9852823.000000 Penalty: 3686.128906
	Iteration 16Q: 3 clusters Score -9852823 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -9852863.000000 Penalty: 3686.128906
	Iteration 17Q: 3 clusters Score -9852863 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -9852924.000000 Penalty: 3686.128906
	Iteration 18Q: 3 clusters Score -9852924 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -9853028.000000 Penalty: 3686.128906
	Iteration 19Q: 3 clusters Score -9853028 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -9853123.000000 Penalty: 3686.128906
	Iteration 20F: 3 clusters Score -9853123 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -9853196.000000 Penalty: 3686.128906
	Iteration 21Q: 3 clusters Score -9853196 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -9853259.000000 Penalty: 3686.128906
	Iteration 22Q: 3 clusters Score -9853259 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -9853358.000000 Penalty: 3686.128906
	Iteration 23Q: 3 clusters Score -9853358 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -9853382.000000 Penalty: 3686.128906
	Iteration 24Q: 3 clusters Score -9853382 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -9853455.000000 Penalty: 3686.128906
	Iteration 25Q: 3 clusters Score -9853455 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -9853564.000000 Penalty: 3686.128906
	Iteration 26Q: 3 clusters Score -9853564 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -9853647.000000 Penalty: 3686.128906
	Iteration 27Q: 3 clusters Score -9853647 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -9853768.000000 Penalty: 3686.128906
	Iteration 28Q: 3 clusters Score -9853768 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -9853829.000000 Penalty: 3686.128906
	Iteration 29Q: 3 clusters Score -9853829 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -9853908.000000 Penalty: 3686.128906
	Iteration 30Q: 3 clusters Score -9853908 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76415 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -9854000.000000 Penalty: 3686.128906
	Iteration 31Q: 3 clusters Score -9854000 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -9854079.000000 Penalty: 3686.128906
	Iteration 32Q: 3 clusters Score -9854079 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -9854161.000000 Penalty: 3686.128906
	Iteration 33Q: 3 clusters Score -9854161 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -9854221.000000 Penalty: 3686.128906
	Iteration 34Q: 3 clusters Score -9854221 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78078 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -9854285.000000 Penalty: 3686.128906
	Iteration 35Q: 3 clusters Score -9854285 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -9854400.000000 Penalty: 3686.128906
	Iteration 36Q: 3 clusters Score -9854400 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -9854447.000000 Penalty: 3686.128906
	Iteration 37Q: 3 clusters Score -9854447 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -9854507.000000 Penalty: 3686.128906
	Iteration 38Q: 3 clusters Score -9854507 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -9854606.000000 Penalty: 3686.128906
	Iteration 39Q: 3 clusters Score -9854606 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9854675.000000 Penalty: 3686.128906
	Iteration 40F: 3 clusters Score -9854675 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -9854708.000000 Penalty: 3686.128906
	Iteration 41Q: 3 clusters Score -9854708 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -9854732.000000 Penalty: 3686.128906
	Iteration 42Q: 3 clusters Score -9854732 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -9854787.000000 Penalty: 3686.128906
	Iteration 43Q: 3 clusters Score -9854787 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -9854788.000000 Penalty: 3686.128906
	Iteration 44Q: 3 clusters Score -9854788 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -9854822.000000 Penalty: 3686.128906
	Iteration 45Q: 3 clusters Score -9854822 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -9854859.000000 Penalty: 3686.128906
	Iteration 46Q: 3 clusters Score -9854859 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -9854885.000000 Penalty: 3686.128906
	Iteration 47Q: 3 clusters Score -9854885 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -9854901.000000 Penalty: 3686.128906
	Iteration 48Q: 3 clusters Score -9854901 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -9854907.000000 Penalty: 3686.128906
	Iteration 49Q: 3 clusters Score -9854907 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -9854898.000000 Penalty: 3686.128906
	Iteration 50Q: 3 clusters Score -9854898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9854945.000000 Penalty: 3686.128906
	Iteration 51Q: 3 clusters Score -9854945 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9854915.000000 Penalty: 3686.128906
	Iteration 52Q: 3 clusters Score -9854915 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9854922.000000 Penalty: 3686.128906
	Iteration 53Q: 3 clusters Score -9854922 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9854941.000000 Penalty: 3686.128906
	Iteration 54Q: 3 clusters Score -9854941 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9854921.000000 Penalty: 3686.128906
	Iteration 55Q: 3 clusters Score -9854921 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9854945.000000 Penalty: 3686.128906
	Iteration 56Q: 3 clusters Score -9854945 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9854944.000000 Penalty: 3686.128906
	Iteration 57Q: 3 clusters Score -9854944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9854933.000000 Penalty: 3686.128906
	Iteration 58Q: 3 clusters Score -9854933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9854942.000000 Penalty: 3686.128906
	Iteration 59Q: 3 clusters Score -9854942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9854933.000000 Penalty: 3686.128906
	Iteration 60F: 3 clusters Score -9854933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9854948.000000 Penalty: 3686.128906
	Iteration 61Q: 3 clusters Score -9854948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9854946.000000 Penalty: 3686.128906
	Iteration 62Q: 3 clusters Score -9854946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9854970.000000 Penalty: 3686.128906
	Iteration 63Q: 3 clusters Score -9854970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9854968.000000 Penalty: 3686.128906
	Iteration 64Q: 3 clusters Score -9854968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9854970.000000 Penalty: 3686.128906
	Iteration 65Q: 3 clusters Score -9854970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9854967.000000 Penalty: 3686.128906
	Iteration 66Q: 3 clusters Score -9854967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9854962.000000 Penalty: 3686.128906
	Iteration 67Q: 3 clusters Score -9854962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9854972.000000 Penalty: 3686.128906
	Iteration 68Q: 3 clusters Score -9854972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9854983.000000 Penalty: 3686.128906
	Iteration 69Q: 3 clusters Score -9854983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83307 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9854966.000000 Penalty: 3686.128906
	Iteration 70Q: 3 clusters Score -9854966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9854969.000000 Penalty: 3686.128906
	Iteration 71Q: 3 clusters Score -9854969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9854978.000000 Penalty: 3686.128906
	Iteration 72Q: 3 clusters Score -9854978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9854973.000000 Penalty: 3686.128906
	Iteration 73Q: 3 clusters Score -9854973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9854971.000000 Penalty: 3686.128906
	Iteration 74Q: 3 clusters Score -9854971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83344 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9854973.000000 Penalty: 3686.128906
	Iteration 75Q: 3 clusters Score -9854973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83348 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9854973.000000 Penalty: 3686.128906
	Iteration 76Q: 3 clusters Score -9854973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83352 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9854976.000000 Penalty: 3686.128906
	Iteration 77Q: 3 clusters Score -9854976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83356 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9854962.000000 Penalty: 3686.128906
	Iteration 78Q: 3 clusters Score -9854962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9854968.000000 Penalty: 3686.128906
	Iteration 79Q: 3 clusters Score -9854968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9854970.000000 Penalty: 3686.128906
	Iteration 80F: 3 clusters Score -9854970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83363 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9854964.000000 Penalty: 3686.128906
	Iteration 81Q: 3 clusters Score -9854964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9854966.000000 Penalty: 3686.128906
	Iteration 82Q: 3 clusters Score -9854966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9854966.000000 Penalty: 3686.128906
	Iteration 83F: 3 clusters Score -9854966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -197758.156250 Penalty: 1227.749512
	Iteration 0F: 2 clusters Score -197758.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -195740.562500 Penalty: 2455.499023
	Iteration 0F: 3 clusters Score -195740.6 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -196224.421875 Penalty: 2455.499023
	Iteration 1F: 3 clusters Score -196224.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -196364.093750 Penalty: 2455.499023
	Iteration 2F: 3 clusters Score -196364.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -196435.046875 Penalty: 2455.499023
	Iteration 3F: 3 clusters Score -196435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -196487.312500 Penalty: 2455.499023
	Iteration 4Q: 3 clusters Score -196487.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -196539.937500 Penalty: 2455.499023
	Iteration 5Q: 3 clusters Score -196539.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -196578.312500 Penalty: 2455.499023
	Iteration 6Q: 3 clusters Score -196578.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -196612.968750 Penalty: 2455.499023
	Iteration 7Q: 3 clusters Score -196613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -196640.234375 Penalty: 2455.499023
	Iteration 8Q: 3 clusters Score -196640.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -196661.046875 Penalty: 2455.499023
	Iteration 9Q: 3 clusters Score -196661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -196676.421875 Penalty: 2455.499023
	Iteration 10Q: 3 clusters Score -196676.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -196685.343750 Penalty: 2455.499023
	Iteration 11Q: 3 clusters Score -196685.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -196696.328125 Penalty: 2455.499023
	Iteration 12Q: 3 clusters Score -196696.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -196704.671875 Penalty: 2455.499023
	Iteration 13Q: 3 clusters Score -196704.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -196711.171875 Penalty: 2455.499023
	Iteration 14Q: 3 clusters Score -196711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -196713.953125 Penalty: 2455.499023
	Iteration 15Q: 3 clusters Score -196714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -196717.578125 Penalty: 2455.499023
	Iteration 16Q: 3 clusters Score -196717.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -196721.031250 Penalty: 2455.499023
	Iteration 17Q: 3 clusters Score -196721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -196725.015625 Penalty: 2455.499023
	Iteration 18Q: 3 clusters Score -196725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -196727.593750 Penalty: 2455.499023
	Iteration 19Q: 3 clusters Score -196727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -196728.750000 Penalty: 2455.499023
	Iteration 20F: 3 clusters Score -196728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -196729.234375 Penalty: 2455.499023
	Iteration 21Q: 3 clusters Score -196729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -196729.031250 Penalty: 2455.499023
	Iteration 22Q: 3 clusters Score -196729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -196729.296875 Penalty: 2455.499023
	Iteration 23Q: 3 clusters Score -196729.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -196729.296875 Penalty: 2455.499023
	Iteration 24F: 3 clusters Score -196729.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Entering Unmasked Estep 
Score: -3006176.500000 Penalty: 1656.347168
	Iteration 0F: 2 clusters Score -3006176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2988080.500000 Penalty: 3312.694336
	Iteration 0F: 3 clusters Score -2988080 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2994796.250000 Penalty: 3312.694336
	Iteration 1F: 3 clusters Score -2994796 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2995070.750000 Penalty: 3312.694336
	Iteration 2Q: 3 clusters Score -2995071 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2995287.750000 Penalty: 3312.694336
	Iteration 3Q: 3 clusters Score -2995288 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2995507.000000 Penalty: 3312.694336
	Iteration 4Q: 3 clusters Score -2995507 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2995767.250000 Penalty: 3312.694336
	Iteration 5Q: 3 clusters Score -2995767 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2996122.750000 Penalty: 3312.694336
	Iteration 6Q: 3 clusters Score -2996123 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2996683.750000 Penalty: 3312.694336
	Iteration 7Q: 3 clusters Score -2996684 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2997619.500000 Penalty: 3312.694336
	Iteration 8F: 3 clusters Score -2997620 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2999112.250000 Penalty: 3312.694336
	Iteration 9F: 3 clusters Score -2999112 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3001028.500000 Penalty: 3312.694336
	Iteration 10F: 3 clusters Score -3001028 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3002869.000000 Penalty: 3312.694336
	Iteration 11F: 3 clusters Score -3002869 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3003982.750000 Penalty: 3312.694336
	Iteration 12Q: 3 clusters Score -3003983 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3004437.750000 Penalty: 3312.694336
	Iteration 13Q: 3 clusters Score -3004438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3004576.000000 Penalty: 3312.694336
	Iteration 14Q: 3 clusters Score -3004576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3004656.250000 Penalty: 3312.694336
	Iteration 15Q: 3 clusters Score -3004656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3004700.500000 Penalty: 3312.694336
	Iteration 16Q: 3 clusters Score -3004700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3004710.000000 Penalty: 3312.694336
	Iteration 17Q: 3 clusters Score -3004710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3004709.500000 Penalty: 3312.694336
	Iteration 18Q: 3 clusters Score -3004710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3004725.000000 Penalty: 3312.694336
	Iteration 19Q: 3 clusters Score -3004725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3004728.250000 Penalty: 3312.694336
	Iteration 20F: 3 clusters Score -3004728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3004731.250000 Penalty: 3312.694336
	Iteration 21Q: 3 clusters Score -3004731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3004736.000000 Penalty: 3312.694336
	Iteration 22Q: 3 clusters Score -3004736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3004736.000000 Penalty: 3312.694336
	Iteration 23F: 3 clusters Score -3004736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Entering Unmasked Estep 
Score: -1455272.500000 Penalty: 1535.993286
	Iteration 0F: 2 clusters Score -1455272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1446342.375000 Penalty: 3071.986572
	Iteration 0F: 3 clusters Score -1446342 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1449504.375000 Penalty: 3071.986572
	Iteration 1F: 3 clusters Score -1449504 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1450028.125000 Penalty: 3071.986572
	Iteration 2F: 3 clusters Score -1450028 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1450452.250000 Penalty: 3071.986572
	Iteration 3F: 3 clusters Score -1450452 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1450734.500000 Penalty: 3071.986572
	Iteration 4F: 3 clusters Score -1450734 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1450918.750000 Penalty: 3071.986572
	Iteration 5Q: 3 clusters Score -1450919 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1451079.500000 Penalty: 3071.986572
	Iteration 6Q: 3 clusters Score -1451080 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1451207.875000 Penalty: 3071.986572
	Iteration 7Q: 3 clusters Score -1451208 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1451368.375000 Penalty: 3071.986572
	Iteration 8Q: 3 clusters Score -1451368 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1451573.000000 Penalty: 3071.986572
	Iteration 9Q: 3 clusters Score -1451573 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1451844.500000 Penalty: 3071.986572
	Iteration 10Q: 3 clusters Score -1451844 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1452211.750000 Penalty: 3071.986572
	Iteration 11Q: 3 clusters Score -1452212 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1452643.500000 Penalty: 3071.986572
	Iteration 12Q: 3 clusters Score -1452644 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1453052.875000 Penalty: 3071.986572
	Iteration 13Q: 3 clusters Score -1453053 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1453430.750000 Penalty: 3071.986572
	Iteration 14Q: 3 clusters Score -1453431 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1453723.625000 Penalty: 3071.986572
	Iteration 15Q: 3 clusters Score -1453724 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1453931.375000 Penalty: 3071.986572
	Iteration 16Q: 3 clusters Score -1453931 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1454057.125000 Penalty: 3071.986572
	Iteration 17Q: 3 clusters Score -1454057 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1454135.375000 Penalty: 3071.986572
	Iteration 18Q: 3 clusters Score -1454135 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1454192.375000 Penalty: 3071.986572
	Iteration 19Q: 3 clusters Score -1454192 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1454244.250000 Penalty: 3071.986572
	Iteration 20F: 3 clusters Score -1454244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1454293.750000 Penalty: 3071.986572
	Iteration 21Q: 3 clusters Score -1454294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1454312.625000 Penalty: 3071.986572
	Iteration 22Q: 3 clusters Score -1454313 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1454326.625000 Penalty: 3071.986572
	Iteration 23Q: 3 clusters Score -1454327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1454337.250000 Penalty: 3071.986572
	Iteration 24Q: 3 clusters Score -1454337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1454347.375000 Penalty: 3071.986572
	Iteration 25Q: 3 clusters Score -1454347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1454356.750000 Penalty: 3071.986572
	Iteration 26Q: 3 clusters Score -1454357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1454365.625000 Penalty: 3071.986572
	Iteration 27Q: 3 clusters Score -1454366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1454379.125000 Penalty: 3071.986572
	Iteration 28Q: 3 clusters Score -1454379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1454393.125000 Penalty: 3071.986572
	Iteration 29Q: 3 clusters Score -1454393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1454395.875000 Penalty: 3071.986572
	Iteration 30Q: 3 clusters Score -1454396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1454404.375000 Penalty: 3071.986572
	Iteration 31Q: 3 clusters Score -1454404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1454412.125000 Penalty: 3071.986572
	Iteration 32Q: 3 clusters Score -1454412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1454416.500000 Penalty: 3071.986572
	Iteration 33Q: 3 clusters Score -1454416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1454428.000000 Penalty: 3071.986572
	Iteration 34Q: 3 clusters Score -1454428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1454434.125000 Penalty: 3071.986572
	Iteration 35Q: 3 clusters Score -1454434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1454434.375000 Penalty: 3071.986572
	Iteration 36Q: 3 clusters Score -1454434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1454439.875000 Penalty: 3071.986572
	Iteration 37Q: 3 clusters Score -1454440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1454439.625000 Penalty: 3071.986572
	Iteration 38Q: 3 clusters Score -1454440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1454445.750000 Penalty: 3071.986572
	Iteration 39Q: 3 clusters Score -1454446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1454450.750000 Penalty: 3071.986572
	Iteration 40F: 3 clusters Score -1454451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1454456.000000 Penalty: 3071.986572
	Iteration 41Q: 3 clusters Score -1454456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1454458.750000 Penalty: 3071.986572
	Iteration 42Q: 3 clusters Score -1454459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1454462.875000 Penalty: 3071.986572
	Iteration 43Q: 3 clusters Score -1454463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1454469.625000 Penalty: 3071.986572
	Iteration 44Q: 3 clusters Score -1454470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1454476.125000 Penalty: 3071.986572
	Iteration 45Q: 3 clusters Score -1454476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1454475.875000 Penalty: 3071.986572
	Iteration 46Q: 3 clusters Score -1454476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1454487.375000 Penalty: 3071.986572
	Iteration 47Q: 3 clusters Score -1454487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1454497.000000 Penalty: 3071.986572
	Iteration 48Q: 3 clusters Score -1454497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1454499.500000 Penalty: 3071.986572
	Iteration 49Q: 3 clusters Score -1454500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1454507.750000 Penalty: 3071.986572
	Iteration 50Q: 3 clusters Score -1454508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1454521.250000 Penalty: 3071.986572
	Iteration 51Q: 3 clusters Score -1454521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1454533.125000 Penalty: 3071.986572
	Iteration 52Q: 3 clusters Score -1454533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1454542.375000 Penalty: 3071.986572
	Iteration 53Q: 3 clusters Score -1454542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1454554.250000 Penalty: 3071.986572
	Iteration 54Q: 3 clusters Score -1454554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1454568.000000 Penalty: 3071.986572
	Iteration 55Q: 3 clusters Score -1454568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1454590.250000 Penalty: 3071.986572
	Iteration 56Q: 3 clusters Score -1454590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1454615.125000 Penalty: 3071.986572
	Iteration 57Q: 3 clusters Score -1454615 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1454659.000000 Penalty: 3071.986572
	Iteration 58Q: 3 clusters Score -1454659 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1454710.750000 Penalty: 3071.986572
	Iteration 59Q: 3 clusters Score -1454711 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1454788.500000 Penalty: 3071.986572
	Iteration 60F: 3 clusters Score -1454788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1454862.750000 Penalty: 3071.986572
	Iteration 61Q: 3 clusters Score -1454863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1454913.125000 Penalty: 3071.986572
	Iteration 62Q: 3 clusters Score -1454913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1454951.750000 Penalty: 3071.986572
	Iteration 63Q: 3 clusters Score -1454952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1454977.750000 Penalty: 3071.986572
	Iteration 64Q: 3 clusters Score -1454978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1454990.500000 Penalty: 3071.986572
	Iteration 65Q: 3 clusters Score -1454990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1454996.750000 Penalty: 3071.986572
	Iteration 66Q: 3 clusters Score -1454997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1455000.750000 Penalty: 3071.986572
	Iteration 67Q: 3 clusters Score -1455001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1455003.625000 Penalty: 3071.986572
	Iteration 68Q: 3 clusters Score -1455004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1455005.875000 Penalty: 3071.986572
	Iteration 69Q: 3 clusters Score -1455006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1455007.875000 Penalty: 3071.986572
	Iteration 70Q: 3 clusters Score -1455008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1455009.875000 Penalty: 3071.986572
	Iteration 71Q: 3 clusters Score -1455010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1455009.500000 Penalty: 3071.986572
	Iteration 72Q: 3 clusters Score -1455010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1455012.125000 Penalty: 3071.986572
	Iteration 73Q: 3 clusters Score -1455012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1455012.125000 Penalty: 3071.986572
	Iteration 74F: 3 clusters Score -1455012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Entering Unmasked Estep 
Score: -1677872.500000 Penalty: 1556.374390
	Iteration 0F: 2 clusters Score -1677872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1667799.750000 Penalty: 3112.748779
	Iteration 0F: 3 clusters Score -1667800 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1671337.250000 Penalty: 3112.748779
	Iteration 1F: 3 clusters Score -1671337 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1671693.000000 Penalty: 3112.748779
	Iteration 2F: 3 clusters Score -1671693 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1672066.625000 Penalty: 3112.748779
	Iteration 3F: 3 clusters Score -1672067 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1672524.500000 Penalty: 3112.748779
	Iteration 4F: 3 clusters Score -1672524 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1673186.375000 Penalty: 3112.748779
	Iteration 5F: 3 clusters Score -1673186 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1674028.500000 Penalty: 3112.748779
	Iteration 6F: 3 clusters Score -1674028 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1674941.250000 Penalty: 3112.748779
	Iteration 7F: 3 clusters Score -1674941 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1675684.125000 Penalty: 3112.748779
	Iteration 8F: 3 clusters Score -1675684 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1676083.875000 Penalty: 3112.748779
	Iteration 9Q: 3 clusters Score -1676084 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1676319.250000 Penalty: 3112.748779
	Iteration 10Q: 3 clusters Score -1676319 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1676451.375000 Penalty: 3112.748779
	Iteration 11Q: 3 clusters Score -1676451 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1676525.125000 Penalty: 3112.748779
	Iteration 12Q: 3 clusters Score -1676525 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1676565.500000 Penalty: 3112.748779
	Iteration 13Q: 3 clusters Score -1676566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1676588.750000 Penalty: 3112.748779
	Iteration 14Q: 3 clusters Score -1676589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1676602.000000 Penalty: 3112.748779
	Iteration 15Q: 3 clusters Score -1676602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1676608.250000 Penalty: 3112.748779
	Iteration 16Q: 3 clusters Score -1676608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1676615.000000 Penalty: 3112.748779
	Iteration 17Q: 3 clusters Score -1676615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1676620.000000 Penalty: 3112.748779
	Iteration 18Q: 3 clusters Score -1676620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1676625.000000 Penalty: 3112.748779
	Iteration 19Q: 3 clusters Score -1676625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1676627.875000 Penalty: 3112.748779
	Iteration 20F: 3 clusters Score -1676628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1676631.750000 Penalty: 3112.748779
	Iteration 21Q: 3 clusters Score -1676632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1676633.250000 Penalty: 3112.748779
	Iteration 22Q: 3 clusters Score -1676633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1676635.250000 Penalty: 3112.748779
	Iteration 23Q: 3 clusters Score -1676635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1676637.875000 Penalty: 3112.748779
	Iteration 24Q: 3 clusters Score -1676638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1676639.500000 Penalty: 3112.748779
	Iteration 25Q: 3 clusters Score -1676640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1676642.625000 Penalty: 3112.748779
	Iteration 26Q: 3 clusters Score -1676643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1676646.500000 Penalty: 3112.748779
	Iteration 27Q: 3 clusters Score -1676646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1676646.125000 Penalty: 3112.748779
	Iteration 28Q: 3 clusters Score -1676646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1676647.000000 Penalty: 3112.748779
	Iteration 29Q: 3 clusters Score -1676647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1676647.125000 Penalty: 3112.748779
	Iteration 30Q: 3 clusters Score -1676647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1676648.125000 Penalty: 3112.748779
	Iteration 31Q: 3 clusters Score -1676648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1676648.125000 Penalty: 3112.748779
	Iteration 32F: 3 clusters Score -1676648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133496 members 
Entering Unmasked Estep 
Score: -15350016.000000 Penalty: 1917.796753
	Iteration 0F: 2 clusters Score -1.535002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 66895 members 
Entering Unmasked Estep 
Score: -15266908.000000 Penalty: 3835.593506
	Iteration 0F: 3 clusters Score -1.526691e+07 nChanged 64264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -15305092.000000 Penalty: 3835.593506
	Iteration 1F: 3 clusters Score -1.530509e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 71810 members 
Entering Unmasked Estep 
Score: -15306554.000000 Penalty: 3835.593506
	Iteration 2Q: 3 clusters Score -1.530655e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -15308553.000000 Penalty: 3835.593506
	Iteration 3Q: 3 clusters Score -1.530855e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -15311600.000000 Penalty: 3835.593506
	Iteration 4F: 3 clusters Score -1.53116e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -15315931.000000 Penalty: 3835.593506
	Iteration 5F: 3 clusters Score -1.531593e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -15321369.000000 Penalty: 3835.593506
	Iteration 6F: 3 clusters Score -1.532137e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 97937 members 
Entering Unmasked Estep 
Score: -15327022.000000 Penalty: 3835.593506
	Iteration 7F: 3 clusters Score -1.532702e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 103713 members 
Entering Unmasked Estep 
Score: -15332189.000000 Penalty: 3835.593506
	Iteration 8F: 3 clusters Score -1.533219e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 108565 members 
Entering Unmasked Estep 
Score: -15336456.000000 Penalty: 3835.593506
	Iteration 9Q: 3 clusters Score -1.533646e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 112543 members 
Entering Unmasked Estep 
Score: -15339902.000000 Penalty: 3835.593506
	Iteration 10Q: 3 clusters Score -1.53399e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 115715 members 
Entering Unmasked Estep 
Score: -15342566.000000 Penalty: 3835.593506
	Iteration 11Q: 3 clusters Score -1.534257e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 118151 members 
Entering Unmasked Estep 
Score: -15344211.000000 Penalty: 3835.593506
	Iteration 12Q: 3 clusters Score -1.534421e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 120204 members 
Entering Unmasked Estep 
Score: -15345338.000000 Penalty: 3835.593506
	Iteration 13Q: 3 clusters Score -1.534534e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -15346234.000000 Penalty: 3835.593506
	Iteration 14Q: 3 clusters Score -1.534623e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 123304 members 
Entering Unmasked Estep 
Score: -15346994.000000 Penalty: 3835.593506
	Iteration 15Q: 3 clusters Score -1.534699e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -15347326.000000 Penalty: 3835.593506
	Iteration 16Q: 3 clusters Score -1.534733e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 125342 members 
Entering Unmasked Estep 
Score: -15347761.000000 Penalty: 3835.593506
	Iteration 17Q: 3 clusters Score -1.534776e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 126139 members 
Entering Unmasked Estep 
Score: -15348060.000000 Penalty: 3835.593506
	Iteration 18Q: 3 clusters Score -1.534806e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 126815 members 
Entering Unmasked Estep 
Score: -15348223.000000 Penalty: 3835.593506
	Iteration 19Q: 3 clusters Score -1.534822e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 127397 members 
Entering Unmasked Estep 
Score: -15348275.000000 Penalty: 3835.593506
	Iteration 20F: 3 clusters Score -1.534828e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 127920 members 
Entering Unmasked Estep 
Score: -15348405.000000 Penalty: 3835.593506
	Iteration 21Q: 3 clusters Score -1.53484e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 128367 members 
Entering Unmasked Estep 
Score: -15348467.000000 Penalty: 3835.593506
	Iteration 22Q: 3 clusters Score -1.534847e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 128760 members 
Entering Unmasked Estep 
Score: -15348551.000000 Penalty: 3835.593506
	Iteration 23Q: 3 clusters Score -1.534855e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 129104 members 
Entering Unmasked Estep 
Score: -15348547.000000 Penalty: 3835.593506
	Iteration 24Q: 3 clusters Score -1.534855e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 129410 members 
Entering Unmasked Estep 
Score: -15348501.000000 Penalty: 3835.593506
	Iteration 25Q: 3 clusters Score -1.53485e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 129693 members 
Entering Unmasked Estep 
Score: -15348478.000000 Penalty: 3835.593506
	Iteration 26Q: 3 clusters Score -1.534848e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 129969 members 
Entering Unmasked Estep 
Score: -15348481.000000 Penalty: 3835.593506
	Iteration 27Q: 3 clusters Score -1.534848e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 130238 members 
Entering Unmasked Estep 
Score: -15348506.000000 Penalty: 3835.593506
	Iteration 28Q: 3 clusters Score -1.534851e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 130471 members 
Entering Unmasked Estep 
Score: -15348529.000000 Penalty: 3835.593506
	Iteration 29Q: 3 clusters Score -1.534853e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 130672 members 
Entering Unmasked Estep 
Score: -15348478.000000 Penalty: 3835.593506
	Iteration 30Q: 3 clusters Score -1.534848e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 130847 members 
Entering Unmasked Estep 
Score: -15348477.000000 Penalty: 3835.593506
	Iteration 31Q: 3 clusters Score -1.534848e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 130994 members 
Entering Unmasked Estep 
Score: -15348513.000000 Penalty: 3835.593506
	Iteration 32Q: 3 clusters Score -1.534851e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 131134 members 
Entering Unmasked Estep 
Score: -15348528.000000 Penalty: 3835.593506
	Iteration 33Q: 3 clusters Score -1.534853e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 131260 members 
Entering Unmasked Estep 
Score: -15348533.000000 Penalty: 3835.593506
	Iteration 34Q: 3 clusters Score -1.534853e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 131387 members 
Entering Unmasked Estep 
Score: -15348546.000000 Penalty: 3835.593506
	Iteration 35Q: 3 clusters Score -1.534855e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 131510 members 
Entering Unmasked Estep 
Score: -15348536.000000 Penalty: 3835.593506
	Iteration 36Q: 3 clusters Score -1.534854e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 131637 members 
Entering Unmasked Estep 
Score: -15348528.000000 Penalty: 3835.593506
	Iteration 37Q: 3 clusters Score -1.534853e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 131745 members 
Entering Unmasked Estep 
Score: -15348520.000000 Penalty: 3835.593506
	Iteration 38Q: 3 clusters Score -1.534852e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 131847 members 
Entering Unmasked Estep 
Score: -15348502.000000 Penalty: 3835.593506
	Iteration 39Q: 3 clusters Score -1.53485e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 131943 members 
Entering Unmasked Estep 
Score: -15348509.000000 Penalty: 3835.593506
	Iteration 40F: 3 clusters Score -1.534851e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 132030 members 
Entering Unmasked Estep 
Score: -15348530.000000 Penalty: 3835.593506
	Iteration 41Q: 3 clusters Score -1.534853e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 132113 members 
Entering Unmasked Estep 
Score: -15348525.000000 Penalty: 3835.593506
	Iteration 42Q: 3 clusters Score -1.534852e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 132202 members 
Entering Unmasked Estep 
Score: -15348550.000000 Penalty: 3835.593506
	Iteration 43Q: 3 clusters Score -1.534855e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 132269 members 
Entering Unmasked Estep 
Score: -15348534.000000 Penalty: 3835.593506
	Iteration 44Q: 3 clusters Score -1.534853e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 132319 members 
Entering Unmasked Estep 
Score: -15348508.000000 Penalty: 3835.593506
	Iteration 45Q: 3 clusters Score -1.534851e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 132368 members 
Entering Unmasked Estep 
Score: -15348520.000000 Penalty: 3835.593506
	Iteration 46Q: 3 clusters Score -1.534852e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 132409 members 
Entering Unmasked Estep 
Score: -15348544.000000 Penalty: 3835.593506
	Iteration 47Q: 3 clusters Score -1.534854e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 132450 members 
Entering Unmasked Estep 
Score: -15348542.000000 Penalty: 3835.593506
	Iteration 48Q: 3 clusters Score -1.534854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 132486 members 
Entering Unmasked Estep 
Score: -15348555.000000 Penalty: 3835.593506
	Iteration 49Q: 3 clusters Score -1.534856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 132521 members 
Entering Unmasked Estep 
Score: -15348574.000000 Penalty: 3835.593506
	Iteration 50Q: 3 clusters Score -1.534857e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 132553 members 
Entering Unmasked Estep 
Score: -15348578.000000 Penalty: 3835.593506
	Iteration 51Q: 3 clusters Score -1.534858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 132581 members 
Entering Unmasked Estep 
Score: -15348575.000000 Penalty: 3835.593506
	Iteration 52Q: 3 clusters Score -1.534858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 132604 members 
Entering Unmasked Estep 
Score: -15348579.000000 Penalty: 3835.593506
	Iteration 53Q: 3 clusters Score -1.534858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 132627 members 
Entering Unmasked Estep 
Score: -15348601.000000 Penalty: 3835.593506
	Iteration 54Q: 3 clusters Score -1.53486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 132643 members 
Entering Unmasked Estep 
Score: -15348597.000000 Penalty: 3835.593506
	Iteration 55Q: 3 clusters Score -1.53486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 132666 members 
Entering Unmasked Estep 
Score: -15348599.000000 Penalty: 3835.593506
	Iteration 56Q: 3 clusters Score -1.53486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 132690 members 
Entering Unmasked Estep 
Score: -15348590.000000 Penalty: 3835.593506
	Iteration 57Q: 3 clusters Score -1.534859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 132705 members 
Entering Unmasked Estep 
Score: -15348589.000000 Penalty: 3835.593506
	Iteration 58Q: 3 clusters Score -1.534859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 132723 members 
Entering Unmasked Estep 
Score: -15348582.000000 Penalty: 3835.593506
	Iteration 59Q: 3 clusters Score -1.534858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 132736 members 
Entering Unmasked Estep 
Score: -15348582.000000 Penalty: 3835.593506
	Iteration 60F: 3 clusters Score -1.534858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 132751 members 
Entering Unmasked Estep 
Score: -15348587.000000 Penalty: 3835.593506
	Iteration 61Q: 3 clusters Score -1.534859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 132759 members 
Entering Unmasked Estep 
Score: -15348595.000000 Penalty: 3835.593506
	Iteration 62Q: 3 clusters Score -1.53486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 132765 members 
Entering Unmasked Estep 
Score: -15348594.000000 Penalty: 3835.593506
	Iteration 63Q: 3 clusters Score -1.534859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
Score: -15348595.000000 Penalty: 3835.593506
	Iteration 64Q: 3 clusters Score -1.53486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 132777 members 
Entering Unmasked Estep 
Score: -15348576.000000 Penalty: 3835.593506
	Iteration 65Q: 3 clusters Score -1.534858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 132783 members 
Entering Unmasked Estep 
Score: -15348588.000000 Penalty: 3835.593506
	Iteration 66Q: 3 clusters Score -1.534859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 132787 members 
Entering Unmasked Estep 
Score: -15348586.000000 Penalty: 3835.593506
	Iteration 67Q: 3 clusters Score -1.534859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 132794 members 
Entering Unmasked Estep 
Score: -15348577.000000 Penalty: 3835.593506
	Iteration 68Q: 3 clusters Score -1.534858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 132798 members 
Entering Unmasked Estep 
Score: -15348584.000000 Penalty: 3835.593506
	Iteration 69Q: 3 clusters Score -1.534858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 132800 members 
Entering Unmasked Estep 
Score: -15348576.000000 Penalty: 3835.593506
	Iteration 70Q: 3 clusters Score -1.534858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 132804 members 
Entering Unmasked Estep 
Score: -15348584.000000 Penalty: 3835.593506
	Iteration 71Q: 3 clusters Score -1.534858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 132806 members 
Entering Unmasked Estep 
Score: -15348577.000000 Penalty: 3835.593506
	Iteration 72Q: 3 clusters Score -1.534858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 132808 members 
Entering Unmasked Estep 
Score: -15348583.000000 Penalty: 3835.593506
	Iteration 73Q: 3 clusters Score -1.534858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 132809 members 
Entering Unmasked Estep 
Score: -15348584.000000 Penalty: 3835.593506
	Iteration 74Q: 3 clusters Score -1.534858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 132809 members 
Entering Unmasked Estep 
Score: -15348584.000000 Penalty: 3835.593506
	Iteration 75F: 3 clusters Score -1.534858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -45432.289062 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -45432.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44423.558594 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -44423.56 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44595.289062 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -44595.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44637.117188 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -44637.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44662.789062 Penalty: 1984.782349
	Iteration 3Q: 3 clusters Score -44662.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44680.902344 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -44680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44685.574219 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -44685.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44686.949219 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -44686.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44686.949219 Penalty: 1984.782349
	Iteration 7F: 3 clusters Score -44686.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -115315.796875 Penalty: 1123.966187
	Iteration 0F: 2 clusters Score -115315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113854.320312 Penalty: 2247.932373
	Iteration 0F: 3 clusters Score -113854.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114115.031250 Penalty: 2247.932373
	Iteration 1F: 3 clusters Score -114115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -114181.906250 Penalty: 2247.932373
	Iteration 2F: 3 clusters Score -114181.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114211.726562 Penalty: 2247.932373
	Iteration 3Q: 3 clusters Score -114211.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -114227.687500 Penalty: 2247.932373
	Iteration 4Q: 3 clusters Score -114227.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -114234.601562 Penalty: 2247.932373
	Iteration 5Q: 3 clusters Score -114234.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -114247.437500 Penalty: 2247.932373
	Iteration 6Q: 3 clusters Score -114247.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114258.296875 Penalty: 2247.932373
	Iteration 7Q: 3 clusters Score -114258.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -114262.015625 Penalty: 2247.932373
	Iteration 8Q: 3 clusters Score -114262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114265.015625 Penalty: 2247.932373
	Iteration 9Q: 3 clusters Score -114265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114272.117188 Penalty: 2247.932373
	Iteration 10Q: 3 clusters Score -114272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114273.859375 Penalty: 2247.932373
	Iteration 11Q: 3 clusters Score -114273.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114273.859375 Penalty: 2247.932373
	Iteration 12F: 3 clusters Score -114273.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Entering Unmasked Estep 
Score: -378140.687500 Penalty: 1316.374756
	Iteration 0F: 2 clusters Score -378140.7 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 1687 members 
Entering Unmasked Estep 
Score: -375257.062500 Penalty: 2632.749512
	Iteration 0F: 3 clusters Score -375257.1 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -375928.750000 Penalty: 2632.749512
	Iteration 1F: 3 clusters Score -375928.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -376076.906250 Penalty: 2632.749512
	Iteration 2F: 3 clusters Score -376076.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -376151.625000 Penalty: 2632.749512
	Iteration 3Q: 3 clusters Score -376151.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -376195.906250 Penalty: 2632.749512
	Iteration 4Q: 3 clusters Score -376195.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -376233.468750 Penalty: 2632.749512
	Iteration 5Q: 3 clusters Score -376233.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -376265.656250 Penalty: 2632.749512
	Iteration 6Q: 3 clusters Score -376265.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -376288.875000 Penalty: 2632.749512
	Iteration 7Q: 3 clusters Score -376288.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -376307.406250 Penalty: 2632.749512
	Iteration 8Q: 3 clusters Score -376307.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -376324.468750 Penalty: 2632.749512
	Iteration 9Q: 3 clusters Score -376324.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -376342.656250 Penalty: 2632.749512
	Iteration 10Q: 3 clusters Score -376342.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -376358.625000 Penalty: 2632.749512
	Iteration 11Q: 3 clusters Score -376358.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -376370.500000 Penalty: 2632.749512
	Iteration 12Q: 3 clusters Score -376370.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -376379.843750 Penalty: 2632.749512
	Iteration 13Q: 3 clusters Score -376379.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -376387.875000 Penalty: 2632.749512
	Iteration 14Q: 3 clusters Score -376387.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -376392.812500 Penalty: 2632.749512
	Iteration 15Q: 3 clusters Score -376392.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -376397.687500 Penalty: 2632.749512
	Iteration 16Q: 3 clusters Score -376397.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -376404.125000 Penalty: 2632.749512
	Iteration 17Q: 3 clusters Score -376404.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -376409.343750 Penalty: 2632.749512
	Iteration 18Q: 3 clusters Score -376409.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -376413.718750 Penalty: 2632.749512
	Iteration 19Q: 3 clusters Score -376413.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -376424.250000 Penalty: 2632.749512
	Iteration 20F: 3 clusters Score -376424.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -376438.250000 Penalty: 2632.749512
	Iteration 21Q: 3 clusters Score -376438.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -376452.281250 Penalty: 2632.749512
	Iteration 22Q: 3 clusters Score -376452.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -376469.906250 Penalty: 2632.749512
	Iteration 23Q: 3 clusters Score -376469.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -376488.531250 Penalty: 2632.749512
	Iteration 24Q: 3 clusters Score -376488.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -376508.625000 Penalty: 2632.749512
	Iteration 25Q: 3 clusters Score -376508.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -376536.656250 Penalty: 2632.749512
	Iteration 26Q: 3 clusters Score -376536.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -376557.218750 Penalty: 2632.749512
	Iteration 27Q: 3 clusters Score -376557.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -376570.250000 Penalty: 2632.749512
	Iteration 28Q: 3 clusters Score -376570.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -376580.593750 Penalty: 2632.749512
	Iteration 29Q: 3 clusters Score -376580.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -376600.156250 Penalty: 2632.749512
	Iteration 30Q: 3 clusters Score -376600.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -376623.031250 Penalty: 2632.749512
	Iteration 31Q: 3 clusters Score -376623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -376651.906250 Penalty: 2632.749512
	Iteration 32Q: 3 clusters Score -376651.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -376679.281250 Penalty: 2632.749512
	Iteration 33Q: 3 clusters Score -376679.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -376711.437500 Penalty: 2632.749512
	Iteration 34Q: 3 clusters Score -376711.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -376744.718750 Penalty: 2632.749512
	Iteration 35Q: 3 clusters Score -376744.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -376788.781250 Penalty: 2632.749512
	Iteration 36Q: 3 clusters Score -376788.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -376835.781250 Penalty: 2632.749512
	Iteration 37Q: 3 clusters Score -376835.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -376869.093750 Penalty: 2632.749512
	Iteration 38Q: 3 clusters Score -376869.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -376896.812500 Penalty: 2632.749512
	Iteration 39Q: 3 clusters Score -376896.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -376924.187500 Penalty: 2632.749512
	Iteration 40F: 3 clusters Score -376924.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -376956.625000 Penalty: 2632.749512
	Iteration 41Q: 3 clusters Score -376956.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -376986.968750 Penalty: 2632.749512
	Iteration 42Q: 3 clusters Score -376987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -377008.937500 Penalty: 2632.749512
	Iteration 43Q: 3 clusters Score -377008.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -377028.718750 Penalty: 2632.749512
	Iteration 44Q: 3 clusters Score -377028.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -377052.093750 Penalty: 2632.749512
	Iteration 45Q: 3 clusters Score -377052.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -377076.187500 Penalty: 2632.749512
	Iteration 46Q: 3 clusters Score -377076.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -377098.875000 Penalty: 2632.749512
	Iteration 47Q: 3 clusters Score -377098.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -377118.937500 Penalty: 2632.749512
	Iteration 48Q: 3 clusters Score -377118.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -377138.125000 Penalty: 2632.749512
	Iteration 49Q: 3 clusters Score -377138.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -377162.312500 Penalty: 2632.749512
	Iteration 50Q: 3 clusters Score -377162.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -377182.531250 Penalty: 2632.749512
	Iteration 51Q: 3 clusters Score -377182.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -377206.250000 Penalty: 2632.749512
	Iteration 52Q: 3 clusters Score -377206.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -377221.843750 Penalty: 2632.749512
	Iteration 53Q: 3 clusters Score -377221.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -377230.187500 Penalty: 2632.749512
	Iteration 54Q: 3 clusters Score -377230.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -377236.781250 Penalty: 2632.749512
	Iteration 55Q: 3 clusters Score -377236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -377242.062500 Penalty: 2632.749512
	Iteration 56Q: 3 clusters Score -377242.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -377247.500000 Penalty: 2632.749512
	Iteration 57Q: 3 clusters Score -377247.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -377249.968750 Penalty: 2632.749512
	Iteration 58Q: 3 clusters Score -377250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -377252.718750 Penalty: 2632.749512
	Iteration 59Q: 3 clusters Score -377252.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -377254.718750 Penalty: 2632.749512
	Iteration 60F: 3 clusters Score -377254.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -377262.156250 Penalty: 2632.749512
	Iteration 61Q: 3 clusters Score -377262.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -377265.906250 Penalty: 2632.749512
	Iteration 62Q: 3 clusters Score -377265.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -377272.687500 Penalty: 2632.749512
	Iteration 63Q: 3 clusters Score -377272.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -377278.156250 Penalty: 2632.749512
	Iteration 64Q: 3 clusters Score -377278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -377279.937500 Penalty: 2632.749512
	Iteration 65Q: 3 clusters Score -377279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -377284.343750 Penalty: 2632.749512
	Iteration 66Q: 3 clusters Score -377284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -377287.156250 Penalty: 2632.749512
	Iteration 67Q: 3 clusters Score -377287.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -377292.031250 Penalty: 2632.749512
	Iteration 68Q: 3 clusters Score -377292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -377295.875000 Penalty: 2632.749512
	Iteration 69Q: 3 clusters Score -377295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -377298.718750 Penalty: 2632.749512
	Iteration 70Q: 3 clusters Score -377298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -377301.312500 Penalty: 2632.749512
	Iteration 71Q: 3 clusters Score -377301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -377301.625000 Penalty: 2632.749512
	Iteration 72Q: 3 clusters Score -377301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -377304.343750 Penalty: 2632.749512
	Iteration 73Q: 3 clusters Score -377304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -377305.843750 Penalty: 2632.749512
	Iteration 74Q: 3 clusters Score -377305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -377307.750000 Penalty: 2632.749512
	Iteration 75Q: 3 clusters Score -377307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -377313.468750 Penalty: 2632.749512
	Iteration 76Q: 3 clusters Score -377313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -377317.500000 Penalty: 2632.749512
	Iteration 77Q: 3 clusters Score -377317.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -377321.406250 Penalty: 2632.749512
	Iteration 78Q: 3 clusters Score -377321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -377324.625000 Penalty: 2632.749512
	Iteration 79Q: 3 clusters Score -377324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -377331.093750 Penalty: 2632.749512
	Iteration 80F: 3 clusters Score -377331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -377335.093750 Penalty: 2632.749512
	Iteration 81Q: 3 clusters Score -377335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -377336.281250 Penalty: 2632.749512
	Iteration 82Q: 3 clusters Score -377336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -377337.187500 Penalty: 2632.749512
	Iteration 83Q: 3 clusters Score -377337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -377337.187500 Penalty: 2632.749512
	Iteration 84F: 3 clusters Score -377337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (111315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111315 members 
Entering Unmasked Estep 
Score: -13039194.000000 Penalty: 1888.269409
	Iteration 0F: 2 clusters Score -1.303919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -12968622.000000 Penalty: 3776.538818
	Iteration 0F: 3 clusters Score -1.296862e+07 nChanged 53439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -12999887.000000 Penalty: 3776.538818
	Iteration 1F: 3 clusters Score -1.299989e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -13000700.000000 Penalty: 3776.538818
	Iteration 2Q: 3 clusters Score -1.30007e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -13001999.000000 Penalty: 3776.538818
	Iteration 3Q: 3 clusters Score -1.3002e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -13003838.000000 Penalty: 3776.538818
	Iteration 4Q: 3 clusters Score -1.300384e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -13006753.000000 Penalty: 3776.538818
	Iteration 5F: 3 clusters Score -1.300675e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -13011179.000000 Penalty: 3776.538818
	Iteration 6F: 3 clusters Score -1.301118e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -13017208.000000 Penalty: 3776.538818
	Iteration 7F: 3 clusters Score -1.301721e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -13023221.000000 Penalty: 3776.538818
	Iteration 8F: 3 clusters Score -1.302322e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -13028224.000000 Penalty: 3776.538818
	Iteration 9F: 3 clusters Score -1.302822e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -13031276.000000 Penalty: 3776.538818
	Iteration 10Q: 3 clusters Score -1.303128e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 91459 members 
Entering Unmasked Estep 
Score: -13033121.000000 Penalty: 3776.538818
	Iteration 11Q: 3 clusters Score -1.303312e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -13034080.000000 Penalty: 3776.538818
	Iteration 12Q: 3 clusters Score -1.303408e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 92740 members 
Entering Unmasked Estep 
Score: -13034740.000000 Penalty: 3776.538818
	Iteration 13Q: 3 clusters Score -1.303474e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -13035131.000000 Penalty: 3776.538818
	Iteration 14Q: 3 clusters Score -1.303513e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -13035413.000000 Penalty: 3776.538818
	Iteration 15Q: 3 clusters Score -1.303541e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -13035568.000000 Penalty: 3776.538818
	Iteration 16Q: 3 clusters Score -1.303557e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -13035708.000000 Penalty: 3776.538818
	Iteration 17Q: 3 clusters Score -1.303571e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -13035869.000000 Penalty: 3776.538818
	Iteration 18Q: 3 clusters Score -1.303587e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -13035985.000000 Penalty: 3776.538818
	Iteration 19Q: 3 clusters Score -1.303598e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 95837 members 
Entering Unmasked Estep 
Score: -13036065.000000 Penalty: 3776.538818
	Iteration 20F: 3 clusters Score -1.303606e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -13036139.000000 Penalty: 3776.538818
	Iteration 21Q: 3 clusters Score -1.303614e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -13036210.000000 Penalty: 3776.538818
	Iteration 22Q: 3 clusters Score -1.303621e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 96991 members 
Entering Unmasked Estep 
Score: -13036242.000000 Penalty: 3776.538818
	Iteration 23Q: 3 clusters Score -1.303624e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -13036241.000000 Penalty: 3776.538818
	Iteration 24Q: 3 clusters Score -1.303624e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -13036299.000000 Penalty: 3776.538818
	Iteration 25Q: 3 clusters Score -1.30363e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -13036297.000000 Penalty: 3776.538818
	Iteration 26Q: 3 clusters Score -1.30363e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 98570 members 
Entering Unmasked Estep 
Score: -13036345.000000 Penalty: 3776.538818
	Iteration 27Q: 3 clusters Score -1.303634e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -13036387.000000 Penalty: 3776.538818
	Iteration 28Q: 3 clusters Score -1.303639e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 99441 members 
Entering Unmasked Estep 
Score: -13036408.000000 Penalty: 3776.538818
	Iteration 29Q: 3 clusters Score -1.303641e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -13036465.000000 Penalty: 3776.538818
	Iteration 30Q: 3 clusters Score -1.303646e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 100260 members 
Entering Unmasked Estep 
Score: -13036462.000000 Penalty: 3776.538818
	Iteration 31Q: 3 clusters Score -1.303646e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 100649 members 
Entering Unmasked Estep 
Score: -13036605.000000 Penalty: 3776.538818
	Iteration 32Q: 3 clusters Score -1.30366e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -13036726.000000 Penalty: 3776.538818
	Iteration 33Q: 3 clusters Score -1.303673e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -13036858.000000 Penalty: 3776.538818
	Iteration 34Q: 3 clusters Score -1.303686e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 101960 members 
Entering Unmasked Estep 
Score: -13036959.000000 Penalty: 3776.538818
	Iteration 35Q: 3 clusters Score -1.303696e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -13037073.000000 Penalty: 3776.538818
	Iteration 36Q: 3 clusters Score -1.303707e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 102995 members 
Entering Unmasked Estep 
Score: -13037213.000000 Penalty: 3776.538818
	Iteration 37Q: 3 clusters Score -1.303721e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -13037384.000000 Penalty: 3776.538818
	Iteration 38Q: 3 clusters Score -1.303738e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 104029 members 
Entering Unmasked Estep 
Score: -13037477.000000 Penalty: 3776.538818
	Iteration 39Q: 3 clusters Score -1.303748e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -13037554.000000 Penalty: 3776.538818
	Iteration 40F: 3 clusters Score -1.303755e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 105065 members 
Entering Unmasked Estep 
Score: -13037623.000000 Penalty: 3776.538818
	Iteration 41Q: 3 clusters Score -1.303762e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -13037635.000000 Penalty: 3776.538818
	Iteration 42Q: 3 clusters Score -1.303764e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -13037687.000000 Penalty: 3776.538818
	Iteration 43Q: 3 clusters Score -1.303769e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 106405 members 
Entering Unmasked Estep 
Score: -13037709.000000 Penalty: 3776.538818
	Iteration 44Q: 3 clusters Score -1.303771e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -13037758.000000 Penalty: 3776.538818
	Iteration 45Q: 3 clusters Score -1.303776e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 107206 members 
Entering Unmasked Estep 
Score: -13037871.000000 Penalty: 3776.538818
	Iteration 46Q: 3 clusters Score -1.303787e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -13037875.000000 Penalty: 3776.538818
	Iteration 47Q: 3 clusters Score -1.303788e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 107889 members 
Entering Unmasked Estep 
Score: -13037902.000000 Penalty: 3776.538818
	Iteration 48Q: 3 clusters Score -1.30379e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 108167 members 
Entering Unmasked Estep 
Score: -13037901.000000 Penalty: 3776.538818
	Iteration 49Q: 3 clusters Score -1.30379e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 108437 members 
Entering Unmasked Estep 
Score: -13037898.000000 Penalty: 3776.538818
	Iteration 50Q: 3 clusters Score -1.30379e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 108690 members 
Entering Unmasked Estep 
Score: -13037898.000000 Penalty: 3776.538818
	Iteration 51Q: 3 clusters Score -1.30379e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 108924 members 
Entering Unmasked Estep 
Score: -13037937.000000 Penalty: 3776.538818
	Iteration 52Q: 3 clusters Score -1.303794e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -13037921.000000 Penalty: 3776.538818
	Iteration 53Q: 3 clusters Score -1.303792e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -13037947.000000 Penalty: 3776.538818
	Iteration 54Q: 3 clusters Score -1.303795e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 109467 members 
Entering Unmasked Estep 
Score: -13037958.000000 Penalty: 3776.538818
	Iteration 55Q: 3 clusters Score -1.303796e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 109606 members 
Entering Unmasked Estep 
Score: -13037987.000000 Penalty: 3776.538818
	Iteration 56Q: 3 clusters Score -1.303799e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 109732 members 
Entering Unmasked Estep 
Score: -13037987.000000 Penalty: 3776.538818
	Iteration 57Q: 3 clusters Score -1.303799e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 109839 members 
Entering Unmasked Estep 
Score: -13037956.000000 Penalty: 3776.538818
	Iteration 58Q: 3 clusters Score -1.303796e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -13037957.000000 Penalty: 3776.538818
	Iteration 59Q: 3 clusters Score -1.303796e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
Score: -13037968.000000 Penalty: 3776.538818
	Iteration 60F: 3 clusters Score -1.303797e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 110107 members 
Entering Unmasked Estep 
Score: -13037971.000000 Penalty: 3776.538818
	Iteration 61Q: 3 clusters Score -1.303797e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 110184 members 
Entering Unmasked Estep 
Score: -13037976.000000 Penalty: 3776.538818
	Iteration 62Q: 3 clusters Score -1.303798e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 110236 members 
Entering Unmasked Estep 
Score: -13037972.000000 Penalty: 3776.538818
	Iteration 63Q: 3 clusters Score -1.303797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 110277 members 
Entering Unmasked Estep 
Score: -13037981.000000 Penalty: 3776.538818
	Iteration 64Q: 3 clusters Score -1.303798e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 110323 members 
Entering Unmasked Estep 
Score: -13037978.000000 Penalty: 3776.538818
	Iteration 65Q: 3 clusters Score -1.303798e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 110363 members 
Entering Unmasked Estep 
Score: -13037994.000000 Penalty: 3776.538818
	Iteration 66Q: 3 clusters Score -1.303799e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 110393 members 
Entering Unmasked Estep 
Score: -13037997.000000 Penalty: 3776.538818
	Iteration 67Q: 3 clusters Score -1.3038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 110408 members 
Entering Unmasked Estep 
Score: -13037994.000000 Penalty: 3776.538818
	Iteration 68Q: 3 clusters Score -1.303799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -13038006.000000 Penalty: 3776.538818
	Iteration 69Q: 3 clusters Score -1.303801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 110427 members 
Entering Unmasked Estep 
Score: -13037998.000000 Penalty: 3776.538818
	Iteration 70Q: 3 clusters Score -1.3038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 110432 members 
Entering Unmasked Estep 
Score: -13037974.000000 Penalty: 3776.538818
	Iteration 71Q: 3 clusters Score -1.303797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 110433 members 
Entering Unmasked Estep 
Score: -13037977.000000 Penalty: 3776.538818
	Iteration 72Q: 3 clusters Score -1.303798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 110440 members 
Entering Unmasked Estep 
Score: -13037975.000000 Penalty: 3776.538818
	Iteration 73Q: 3 clusters Score -1.303798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -13037979.000000 Penalty: 3776.538818
	Iteration 74Q: 3 clusters Score -1.303798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 110447 members 
Entering Unmasked Estep 
Score: -13037975.000000 Penalty: 3776.538818
	Iteration 75Q: 3 clusters Score -1.303798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 110449 members 
Entering Unmasked Estep 
Score: -13037980.000000 Penalty: 3776.538818
	Iteration 76Q: 3 clusters Score -1.303798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 110449 members 
Entering Unmasked Estep 
Score: -13037980.000000 Penalty: 3776.538818
	Iteration 77F: 3 clusters Score -1.303798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -15952.132812 Penalty: 884.392883
	Iteration 0F: 2 clusters Score -15952.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15343.687500 Penalty: 1768.785767
	Iteration 0F: 3 clusters Score -15343.69 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15617.741211 Penalty: 1768.785767
	Iteration 1F: 3 clusters Score -15617.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15744.516602 Penalty: 1768.785767
	Iteration 2F: 3 clusters Score -15744.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15833.336914 Penalty: 1768.785767
	Iteration 3Q: 3 clusters Score -15833.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15838.664062 Penalty: 1768.785767
	Iteration 4Q: 3 clusters Score -15838.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15843.947266 Penalty: 1768.785767
	Iteration 5Q: 3 clusters Score -15843.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15846.087891 Penalty: 1768.785767
	Iteration 6Q: 3 clusters Score -15846.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15846.087891 Penalty: 1768.785767
	Iteration 7F: 3 clusters Score -15846.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Entering Unmasked Estep 
Score: -369290.593750 Penalty: 1309.220825
	Iteration 0F: 2 clusters Score -369290.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -366451.187500 Penalty: 2618.441650
	Iteration 0F: 3 clusters Score -366451.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -367113.125000 Penalty: 2618.441650
	Iteration 1F: 3 clusters Score -367113.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -367259.000000 Penalty: 2618.441650
	Iteration 2F: 3 clusters Score -367259 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -367327.031250 Penalty: 2618.441650
	Iteration 3Q: 3 clusters Score -367327 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -367368.500000 Penalty: 2618.441650
	Iteration 4Q: 3 clusters Score -367368.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -367392.093750 Penalty: 2618.441650
	Iteration 5Q: 3 clusters Score -367392.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -367414.968750 Penalty: 2618.441650
	Iteration 6Q: 3 clusters Score -367415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -367435.593750 Penalty: 2618.441650
	Iteration 7Q: 3 clusters Score -367435.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -367458.750000 Penalty: 2618.441650
	Iteration 8Q: 3 clusters Score -367458.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -367476.343750 Penalty: 2618.441650
	Iteration 9Q: 3 clusters Score -367476.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -367491.531250 Penalty: 2618.441650
	Iteration 10Q: 3 clusters Score -367491.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -367509.843750 Penalty: 2618.441650
	Iteration 11Q: 3 clusters Score -367509.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -367529.937500 Penalty: 2618.441650
	Iteration 12Q: 3 clusters Score -367529.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -367550.093750 Penalty: 2618.441650
	Iteration 13Q: 3 clusters Score -367550.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -367565.281250 Penalty: 2618.441650
	Iteration 14Q: 3 clusters Score -367565.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -367580.125000 Penalty: 2618.441650
	Iteration 15Q: 3 clusters Score -367580.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -367594.000000 Penalty: 2618.441650
	Iteration 16Q: 3 clusters Score -367594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -367606.031250 Penalty: 2618.441650
	Iteration 17Q: 3 clusters Score -367606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -367618.968750 Penalty: 2618.441650
	Iteration 18Q: 3 clusters Score -367619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -367631.468750 Penalty: 2618.441650
	Iteration 19Q: 3 clusters Score -367631.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -367648.562500 Penalty: 2618.441650
	Iteration 20F: 3 clusters Score -367648.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -367671.062500 Penalty: 2618.441650
	Iteration 21Q: 3 clusters Score -367671.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -367684.593750 Penalty: 2618.441650
	Iteration 22Q: 3 clusters Score -367684.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -367702.468750 Penalty: 2618.441650
	Iteration 23Q: 3 clusters Score -367702.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -367722.843750 Penalty: 2618.441650
	Iteration 24Q: 3 clusters Score -367722.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -367738.062500 Penalty: 2618.441650
	Iteration 25Q: 3 clusters Score -367738.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -367748.250000 Penalty: 2618.441650
	Iteration 26Q: 3 clusters Score -367748.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -367763.562500 Penalty: 2618.441650
	Iteration 27Q: 3 clusters Score -367763.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -367772.687500 Penalty: 2618.441650
	Iteration 28Q: 3 clusters Score -367772.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -367783.687500 Penalty: 2618.441650
	Iteration 29Q: 3 clusters Score -367783.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -367797.968750 Penalty: 2618.441650
	Iteration 30Q: 3 clusters Score -367798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -367813.718750 Penalty: 2618.441650
	Iteration 31Q: 3 clusters Score -367813.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -367830.906250 Penalty: 2618.441650
	Iteration 32Q: 3 clusters Score -367830.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -367853.968750 Penalty: 2618.441650
	Iteration 33Q: 3 clusters Score -367854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -367866.843750 Penalty: 2618.441650
	Iteration 34Q: 3 clusters Score -367866.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -367879.781250 Penalty: 2618.441650
	Iteration 35Q: 3 clusters Score -367879.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -367897.281250 Penalty: 2618.441650
	Iteration 36Q: 3 clusters Score -367897.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -367910.781250 Penalty: 2618.441650
	Iteration 37Q: 3 clusters Score -367910.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -367925.031250 Penalty: 2618.441650
	Iteration 38Q: 3 clusters Score -367925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -367942.406250 Penalty: 2618.441650
	Iteration 39Q: 3 clusters Score -367942.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -367957.906250 Penalty: 2618.441650
	Iteration 40F: 3 clusters Score -367957.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -367973.656250 Penalty: 2618.441650
	Iteration 41Q: 3 clusters Score -367973.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -367986.031250 Penalty: 2618.441650
	Iteration 42Q: 3 clusters Score -367986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -367993.843750 Penalty: 2618.441650
	Iteration 43Q: 3 clusters Score -367993.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -368000.875000 Penalty: 2618.441650
	Iteration 44Q: 3 clusters Score -368000.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -368007.187500 Penalty: 2618.441650
	Iteration 45Q: 3 clusters Score -368007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -368013.312500 Penalty: 2618.441650
	Iteration 46Q: 3 clusters Score -368013.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -368020.937500 Penalty: 2618.441650
	Iteration 47Q: 3 clusters Score -368020.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -368031.687500 Penalty: 2618.441650
	Iteration 48Q: 3 clusters Score -368031.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -368037.875000 Penalty: 2618.441650
	Iteration 49Q: 3 clusters Score -368037.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -368045.000000 Penalty: 2618.441650
	Iteration 50Q: 3 clusters Score -368045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -368048.531250 Penalty: 2618.441650
	Iteration 51Q: 3 clusters Score -368048.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -368054.031250 Penalty: 2618.441650
	Iteration 52Q: 3 clusters Score -368054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -368060.312500 Penalty: 2618.441650
	Iteration 53Q: 3 clusters Score -368060.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -368066.000000 Penalty: 2618.441650
	Iteration 54Q: 3 clusters Score -368066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -368071.000000 Penalty: 2618.441650
	Iteration 55Q: 3 clusters Score -368071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -368075.875000 Penalty: 2618.441650
	Iteration 56Q: 3 clusters Score -368075.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -368080.218750 Penalty: 2618.441650
	Iteration 57Q: 3 clusters Score -368080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -368082.718750 Penalty: 2618.441650
	Iteration 58Q: 3 clusters Score -368082.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -368086.375000 Penalty: 2618.441650
	Iteration 59Q: 3 clusters Score -368086.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -368088.437500 Penalty: 2618.441650
	Iteration 60F: 3 clusters Score -368088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -368091.343750 Penalty: 2618.441650
	Iteration 61Q: 3 clusters Score -368091.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -368092.500000 Penalty: 2618.441650
	Iteration 62Q: 3 clusters Score -368092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -368095.031250 Penalty: 2618.441650
	Iteration 63Q: 3 clusters Score -368095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -368099.656250 Penalty: 2618.441650
	Iteration 64Q: 3 clusters Score -368099.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -368103.093750 Penalty: 2618.441650
	Iteration 65Q: 3 clusters Score -368103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -368106.968750 Penalty: 2618.441650
	Iteration 66Q: 3 clusters Score -368107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -368111.156250 Penalty: 2618.441650
	Iteration 67Q: 3 clusters Score -368111.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -368115.375000 Penalty: 2618.441650
	Iteration 68Q: 3 clusters Score -368115.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -368118.406250 Penalty: 2618.441650
	Iteration 69Q: 3 clusters Score -368118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -368119.343750 Penalty: 2618.441650
	Iteration 70Q: 3 clusters Score -368119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -368119.812500 Penalty: 2618.441650
	Iteration 71Q: 3 clusters Score -368119.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -368120.531250 Penalty: 2618.441650
	Iteration 72Q: 3 clusters Score -368120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -368120.625000 Penalty: 2618.441650
	Iteration 73Q: 3 clusters Score -368120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -368120.625000 Penalty: 2618.441650
	Iteration 74F: 3 clusters Score -368120.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Entering Unmasked Estep 
Score: -842030.750000 Penalty: 1453.701294
	Iteration 0F: 2 clusters Score -842030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -836277.687500 Penalty: 2907.402588
	Iteration 0F: 3 clusters Score -836277.7 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -838031.437500 Penalty: 2907.402588
	Iteration 1F: 3 clusters Score -838031.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -838203.500000 Penalty: 2907.402588
	Iteration 2F: 3 clusters Score -838203.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -838328.500000 Penalty: 2907.402588
	Iteration 3Q: 3 clusters Score -838328.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -838429.812500 Penalty: 2907.402588
	Iteration 4Q: 3 clusters Score -838429.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -838532.125000 Penalty: 2907.402588
	Iteration 5Q: 3 clusters Score -838532.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -838652.250000 Penalty: 2907.402588
	Iteration 6Q: 3 clusters Score -838652.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -838820.875000 Penalty: 2907.402588
	Iteration 7Q: 3 clusters Score -838820.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -839059.625000 Penalty: 2907.402588
	Iteration 8Q: 3 clusters Score -839059.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -839374.375000 Penalty: 2907.402588
	Iteration 9F: 3 clusters Score -839374.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -839725.125000 Penalty: 2907.402588
	Iteration 10F: 3 clusters Score -839725.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -840028.937500 Penalty: 2907.402588
	Iteration 11Q: 3 clusters Score -840028.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -840274.687500 Penalty: 2907.402588
	Iteration 12Q: 3 clusters Score -840274.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -840476.750000 Penalty: 2907.402588
	Iteration 13Q: 3 clusters Score -840476.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -840624.562500 Penalty: 2907.402588
	Iteration 14Q: 3 clusters Score -840624.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -840720.312500 Penalty: 2907.402588
	Iteration 15Q: 3 clusters Score -840720.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -840801.125000 Penalty: 2907.402588
	Iteration 16Q: 3 clusters Score -840801.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -840864.875000 Penalty: 2907.402588
	Iteration 17Q: 3 clusters Score -840864.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -840924.937500 Penalty: 2907.402588
	Iteration 18Q: 3 clusters Score -840924.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -840956.687500 Penalty: 2907.402588
	Iteration 19Q: 3 clusters Score -840956.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -840980.937500 Penalty: 2907.402588
	Iteration 20F: 3 clusters Score -840980.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -840997.187500 Penalty: 2907.402588
	Iteration 21Q: 3 clusters Score -840997.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -841004.437500 Penalty: 2907.402588
	Iteration 22Q: 3 clusters Score -841004.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -841012.187500 Penalty: 2907.402588
	Iteration 23Q: 3 clusters Score -841012.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -841018.875000 Penalty: 2907.402588
	Iteration 24Q: 3 clusters Score -841018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -841023.500000 Penalty: 2907.402588
	Iteration 25Q: 3 clusters Score -841023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -841026.000000 Penalty: 2907.402588
	Iteration 26Q: 3 clusters Score -841026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -841029.062500 Penalty: 2907.402588
	Iteration 27Q: 3 clusters Score -841029.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -841031.875000 Penalty: 2907.402588
	Iteration 28Q: 3 clusters Score -841031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -841035.812500 Penalty: 2907.402588
	Iteration 29Q: 3 clusters Score -841035.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -841041.562500 Penalty: 2907.402588
	Iteration 30Q: 3 clusters Score -841041.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -841047.937500 Penalty: 2907.402588
	Iteration 31Q: 3 clusters Score -841047.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -841052.687500 Penalty: 2907.402588
	Iteration 32Q: 3 clusters Score -841052.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -841057.250000 Penalty: 2907.402588
	Iteration 33Q: 3 clusters Score -841057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -841057.125000 Penalty: 2907.402588
	Iteration 34Q: 3 clusters Score -841057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -841057.687500 Penalty: 2907.402588
	Iteration 35Q: 3 clusters Score -841057.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -841058.125000 Penalty: 2907.402588
	Iteration 36Q: 3 clusters Score -841058.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -841058.125000 Penalty: 2907.402588
	Iteration 37F: 3 clusters Score -841058.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Entering Unmasked Estep 
Score: -291333.593750 Penalty: 1279.212036
	Iteration 0F: 2 clusters Score -291333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -288845.375000 Penalty: 2558.424072
	Iteration 0F: 3 clusters Score -288845.4 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -289446.281250 Penalty: 2558.424072
	Iteration 1F: 3 clusters Score -289446.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -289575.062500 Penalty: 2558.424072
	Iteration 2F: 3 clusters Score -289575.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -289633.937500 Penalty: 2558.424072
	Iteration 3Q: 3 clusters Score -289633.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -289672.406250 Penalty: 2558.424072
	Iteration 4Q: 3 clusters Score -289672.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -289701.531250 Penalty: 2558.424072
	Iteration 5Q: 3 clusters Score -289701.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289727.218750 Penalty: 2558.424072
	Iteration 6Q: 3 clusters Score -289727.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -289747.812500 Penalty: 2558.424072
	Iteration 7Q: 3 clusters Score -289747.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -289766.781250 Penalty: 2558.424072
	Iteration 8Q: 3 clusters Score -289766.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -289785.718750 Penalty: 2558.424072
	Iteration 9Q: 3 clusters Score -289785.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -289805.656250 Penalty: 2558.424072
	Iteration 10Q: 3 clusters Score -289805.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -289824.562500 Penalty: 2558.424072
	Iteration 11Q: 3 clusters Score -289824.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -289846.125000 Penalty: 2558.424072
	Iteration 12Q: 3 clusters Score -289846.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -289865.312500 Penalty: 2558.424072
	Iteration 13Q: 3 clusters Score -289865.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -289882.843750 Penalty: 2558.424072
	Iteration 14Q: 3 clusters Score -289882.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -289897.125000 Penalty: 2558.424072
	Iteration 15Q: 3 clusters Score -289897.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -289912.906250 Penalty: 2558.424072
	Iteration 16Q: 3 clusters Score -289912.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -289929.468750 Penalty: 2558.424072
	Iteration 17Q: 3 clusters Score -289929.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -289944.875000 Penalty: 2558.424072
	Iteration 18Q: 3 clusters Score -289944.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -289963.718750 Penalty: 2558.424072
	Iteration 19Q: 3 clusters Score -289963.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -289980.343750 Penalty: 2558.424072
	Iteration 20F: 3 clusters Score -289980.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -289994.281250 Penalty: 2558.424072
	Iteration 21Q: 3 clusters Score -289994.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -290003.625000 Penalty: 2558.424072
	Iteration 22Q: 3 clusters Score -290003.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -290009.312500 Penalty: 2558.424072
	Iteration 23Q: 3 clusters Score -290009.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -290016.000000 Penalty: 2558.424072
	Iteration 24Q: 3 clusters Score -290016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -290020.406250 Penalty: 2558.424072
	Iteration 25Q: 3 clusters Score -290020.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -290023.375000 Penalty: 2558.424072
	Iteration 26Q: 3 clusters Score -290023.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -290024.781250 Penalty: 2558.424072
	Iteration 27Q: 3 clusters Score -290024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -290025.312500 Penalty: 2558.424072
	Iteration 28Q: 3 clusters Score -290025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -290027.281250 Penalty: 2558.424072
	Iteration 29Q: 3 clusters Score -290027.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -290030.187500 Penalty: 2558.424072
	Iteration 30Q: 3 clusters Score -290030.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -290034.343750 Penalty: 2558.424072
	Iteration 31Q: 3 clusters Score -290034.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -290041.468750 Penalty: 2558.424072
	Iteration 32Q: 3 clusters Score -290041.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -290049.375000 Penalty: 2558.424072
	Iteration 33Q: 3 clusters Score -290049.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -290058.000000 Penalty: 2558.424072
	Iteration 34Q: 3 clusters Score -290058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -290071.656250 Penalty: 2558.424072
	Iteration 35Q: 3 clusters Score -290071.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -290085.125000 Penalty: 2558.424072
	Iteration 36Q: 3 clusters Score -290085.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -290097.468750 Penalty: 2558.424072
	Iteration 37Q: 3 clusters Score -290097.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -290107.531250 Penalty: 2558.424072
	Iteration 38Q: 3 clusters Score -290107.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -290122.281250 Penalty: 2558.424072
	Iteration 39Q: 3 clusters Score -290122.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -290129.250000 Penalty: 2558.424072
	Iteration 40F: 3 clusters Score -290129.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -290140.625000 Penalty: 2558.424072
	Iteration 41Q: 3 clusters Score -290140.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -290148.031250 Penalty: 2558.424072
	Iteration 42Q: 3 clusters Score -290148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -290152.812500 Penalty: 2558.424072
	Iteration 43Q: 3 clusters Score -290152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -290155.156250 Penalty: 2558.424072
	Iteration 44Q: 3 clusters Score -290155.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -290157.531250 Penalty: 2558.424072
	Iteration 45Q: 3 clusters Score -290157.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -290161.718750 Penalty: 2558.424072
	Iteration 46Q: 3 clusters Score -290161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -290164.781250 Penalty: 2558.424072
	Iteration 47Q: 3 clusters Score -290164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -290165.093750 Penalty: 2558.424072
	Iteration 48Q: 3 clusters Score -290165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -290165.375000 Penalty: 2558.424072
	Iteration 49Q: 3 clusters Score -290165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -290165.562500 Penalty: 2558.424072
	Iteration 50Q: 3 clusters Score -290165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -290166.562500 Penalty: 2558.424072
	Iteration 51Q: 3 clusters Score -290166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -290166.562500 Penalty: 2558.424072
	Iteration 52F: 3 clusters Score -290166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -527739.875000 Penalty: 1378.119751
	Iteration 0F: 2 clusters Score -527739.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -523789.031250 Penalty: 2756.239502
	Iteration 0F: 3 clusters Score -523789 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -524891.062500 Penalty: 2756.239502
	Iteration 1F: 3 clusters Score -524891.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -525070.187500 Penalty: 2756.239502
	Iteration 2F: 3 clusters Score -525070.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -525208.500000 Penalty: 2756.239502
	Iteration 3F: 3 clusters Score -525208.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -525328.187500 Penalty: 2756.239502
	Iteration 4Q: 3 clusters Score -525328.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -525434.312500 Penalty: 2756.239502
	Iteration 5Q: 3 clusters Score -525434.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -525528.000000 Penalty: 2756.239502
	Iteration 6Q: 3 clusters Score -525528 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -525630.625000 Penalty: 2756.239502
	Iteration 7Q: 3 clusters Score -525630.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -525731.125000 Penalty: 2756.239502
	Iteration 8Q: 3 clusters Score -525731.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -525826.875000 Penalty: 2756.239502
	Iteration 9Q: 3 clusters Score -525826.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -525919.187500 Penalty: 2756.239502
	Iteration 10Q: 3 clusters Score -525919.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -526010.875000 Penalty: 2756.239502
	Iteration 11Q: 3 clusters Score -526010.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -526103.562500 Penalty: 2756.239502
	Iteration 12Q: 3 clusters Score -526103.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -526181.937500 Penalty: 2756.239502
	Iteration 13Q: 3 clusters Score -526181.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -526250.062500 Penalty: 2756.239502
	Iteration 14Q: 3 clusters Score -526250.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -526311.750000 Penalty: 2756.239502
	Iteration 15Q: 3 clusters Score -526311.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -526374.125000 Penalty: 2756.239502
	Iteration 16Q: 3 clusters Score -526374.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -526412.562500 Penalty: 2756.239502
	Iteration 17Q: 3 clusters Score -526412.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -526450.562500 Penalty: 2756.239502
	Iteration 18Q: 3 clusters Score -526450.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -526476.312500 Penalty: 2756.239502
	Iteration 19Q: 3 clusters Score -526476.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -526490.312500 Penalty: 2756.239502
	Iteration 20F: 3 clusters Score -526490.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -526494.875000 Penalty: 2756.239502
	Iteration 21Q: 3 clusters Score -526494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -526503.250000 Penalty: 2756.239502
	Iteration 22Q: 3 clusters Score -526503.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -526510.000000 Penalty: 2756.239502
	Iteration 23Q: 3 clusters Score -526510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -526521.062500 Penalty: 2756.239502
	Iteration 24Q: 3 clusters Score -526521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -526529.687500 Penalty: 2756.239502
	Iteration 25Q: 3 clusters Score -526529.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -526534.375000 Penalty: 2756.239502
	Iteration 26Q: 3 clusters Score -526534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -526537.375000 Penalty: 2756.239502
	Iteration 27Q: 3 clusters Score -526537.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -526539.062500 Penalty: 2756.239502
	Iteration 28Q: 3 clusters Score -526539.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -526544.312500 Penalty: 2756.239502
	Iteration 29Q: 3 clusters Score -526544.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -526551.062500 Penalty: 2756.239502
	Iteration 30Q: 3 clusters Score -526551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -526555.562500 Penalty: 2756.239502
	Iteration 31Q: 3 clusters Score -526555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -526557.812500 Penalty: 2756.239502
	Iteration 32Q: 3 clusters Score -526557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -526559.750000 Penalty: 2756.239502
	Iteration 33Q: 3 clusters Score -526559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -526564.562500 Penalty: 2756.239502
	Iteration 34Q: 3 clusters Score -526564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -526568.625000 Penalty: 2756.239502
	Iteration 35Q: 3 clusters Score -526568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -526571.625000 Penalty: 2756.239502
	Iteration 36Q: 3 clusters Score -526571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -526574.312500 Penalty: 2756.239502
	Iteration 37Q: 3 clusters Score -526574.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -526576.375000 Penalty: 2756.239502
	Iteration 38Q: 3 clusters Score -526576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -526576.375000 Penalty: 2756.239502
	Iteration 39F: 3 clusters Score -526576.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (76061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Entering Unmasked Estep 
Score: -8813906.000000 Penalty: 1826.384766
	Iteration 0F: 2 clusters Score -8813906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -8763215.000000 Penalty: 3652.769531
	Iteration 0F: 3 clusters Score -8763215 nChanged 36005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -8783664.000000 Penalty: 3652.769531
	Iteration 1F: 3 clusters Score -8783664 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -8784460.000000 Penalty: 3652.769531
	Iteration 2Q: 3 clusters Score -8784460 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -8785485.000000 Penalty: 3652.769531
	Iteration 3Q: 3 clusters Score -8785485 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -8787085.000000 Penalty: 3652.769531
	Iteration 4Q: 3 clusters Score -8787085 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -8789699.000000 Penalty: 3652.769531
	Iteration 5F: 3 clusters Score -8789699 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -8794151.000000 Penalty: 3652.769531
	Iteration 6F: 3 clusters Score -8794151 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -8800207.000000 Penalty: 3652.769531
	Iteration 7F: 3 clusters Score -8800207 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -8806414.000000 Penalty: 3652.769531
	Iteration 8F: 3 clusters Score -8806414 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -8810240.000000 Penalty: 3652.769531
	Iteration 9Q: 3 clusters Score -8810240 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -8811666.000000 Penalty: 3652.769531
	Iteration 10Q: 3 clusters Score -8811666 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 75643 members 
Entering Unmasked Estep 
Score: -8812077.000000 Penalty: 3652.769531
	Iteration 11Q: 3 clusters Score -8812077 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -8812228.000000 Penalty: 3652.769531
	Iteration 12Q: 3 clusters Score -8812228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -8812299.000000 Penalty: 3652.769531
	Iteration 13Q: 3 clusters Score -8812299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -8812327.000000 Penalty: 3652.769531
	Iteration 14Q: 3 clusters Score -8812327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
Score: -8812354.000000 Penalty: 3652.769531
	Iteration 15Q: 3 clusters Score -8812354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -8812368.000000 Penalty: 3652.769531
	Iteration 16Q: 3 clusters Score -8812368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -8812374.000000 Penalty: 3652.769531
	Iteration 17Q: 3 clusters Score -8812374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -8812374.000000 Penalty: 3652.769531
	Iteration 18F: 3 clusters Score -8812374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -460664.750000 Penalty: 1347.945435
	Iteration 0F: 2 clusters Score -460664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -457364.156250 Penalty: 2695.890869
	Iteration 0F: 3 clusters Score -457364.2 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -458247.687500 Penalty: 2695.890869
	Iteration 1F: 3 clusters Score -458247.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -458439.156250 Penalty: 2695.890869
	Iteration 2F: 3 clusters Score -458439.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -458563.312500 Penalty: 2695.890869
	Iteration 3F: 3 clusters Score -458563.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -458655.343750 Penalty: 2695.890869
	Iteration 4Q: 3 clusters Score -458655.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -458735.031250 Penalty: 2695.890869
	Iteration 5Q: 3 clusters Score -458735 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -458819.968750 Penalty: 2695.890869
	Iteration 6Q: 3 clusters Score -458820 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -458910.906250 Penalty: 2695.890869
	Iteration 7Q: 3 clusters Score -458910.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -459001.375000 Penalty: 2695.890869
	Iteration 8Q: 3 clusters Score -459001.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -459099.843750 Penalty: 2695.890869
	Iteration 9Q: 3 clusters Score -459099.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -459204.250000 Penalty: 2695.890869
	Iteration 10Q: 3 clusters Score -459204.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -459277.718750 Penalty: 2695.890869
	Iteration 11Q: 3 clusters Score -459277.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -459351.531250 Penalty: 2695.890869
	Iteration 12Q: 3 clusters Score -459351.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -459417.093750 Penalty: 2695.890869
	Iteration 13Q: 3 clusters Score -459417.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -459468.687500 Penalty: 2695.890869
	Iteration 14Q: 3 clusters Score -459468.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -459510.875000 Penalty: 2695.890869
	Iteration 15Q: 3 clusters Score -459510.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -459532.750000 Penalty: 2695.890869
	Iteration 16Q: 3 clusters Score -459532.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -459551.437500 Penalty: 2695.890869
	Iteration 17Q: 3 clusters Score -459551.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -459560.562500 Penalty: 2695.890869
	Iteration 18Q: 3 clusters Score -459560.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -459568.656250 Penalty: 2695.890869
	Iteration 19Q: 3 clusters Score -459568.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -459578.500000 Penalty: 2695.890869
	Iteration 20F: 3 clusters Score -459578.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -459584.937500 Penalty: 2695.890869
	Iteration 21Q: 3 clusters Score -459584.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -459592.906250 Penalty: 2695.890869
	Iteration 22Q: 3 clusters Score -459592.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -459597.843750 Penalty: 2695.890869
	Iteration 23Q: 3 clusters Score -459597.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -459603.687500 Penalty: 2695.890869
	Iteration 24Q: 3 clusters Score -459603.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -459610.093750 Penalty: 2695.890869
	Iteration 25Q: 3 clusters Score -459610.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -459618.781250 Penalty: 2695.890869
	Iteration 26Q: 3 clusters Score -459618.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -459627.281250 Penalty: 2695.890869
	Iteration 27Q: 3 clusters Score -459627.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -459634.062500 Penalty: 2695.890869
	Iteration 28Q: 3 clusters Score -459634.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -459639.687500 Penalty: 2695.890869
	Iteration 29Q: 3 clusters Score -459639.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -459641.687500 Penalty: 2695.890869
	Iteration 30Q: 3 clusters Score -459641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -459644.750000 Penalty: 2695.890869
	Iteration 31Q: 3 clusters Score -459644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -459646.593750 Penalty: 2695.890869
	Iteration 32Q: 3 clusters Score -459646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -459647.625000 Penalty: 2695.890869
	Iteration 33Q: 3 clusters Score -459647.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -459647.625000 Penalty: 2695.890869
	Iteration 34F: 3 clusters Score -459647.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 13610 members 
Mstep: Class 3 contains 15305 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 72902 members 
Mstep: Class 7 contains 3701 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 81114 members 
Mstep: Class 10 contains 12941 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 84283 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26713 members 
Mstep: Class 15 contains 12737 members 
Mstep: Class 16 contains 14439 members 
Mstep: Class 17 contains 133496 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3297 members 
Mstep: Class 21 contains 111315 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 76061 members 
Mstep: Class 28 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215936.000000 Penalty: 61608.199219
Iteration 199Q: 29 clusters Score -8.621594e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 13619 members 
Mstep: Class 3 contains 15307 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 73695 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 80999 members 
Mstep: Class 10 contains 12955 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 83915 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 26712 members 
Mstep: Class 15 contains 12743 members 
Mstep: Class 16 contains 14446 members 
Mstep: Class 17 contains 133536 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 111257 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 7673 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 75843 members 
Mstep: Class 28 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216296.000000 Penalty: 61608.199219
Iteration 200F: 29 clusters Score -8.62163e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 13625 members 
Mstep: Class 3 contains 15307 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 74552 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 1589 members 
Mstep: Class 9 contains 80875 members 
Mstep: Class 10 contains 12974 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 83454 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26708 members 
Mstep: Class 15 contains 12748 members 
Mstep: Class 16 contains 14448 members 
Mstep: Class 17 contains 133566 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 111226 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 7671 members 
Mstep: Class 25 contains 2620 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 75654 members 
Mstep: Class 28 contains 4012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216336.000000 Penalty: 61608.199219
Iteration 201Q: 29 clusters Score -8.621634e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 13629 members 
Mstep: Class 3 contains 15313 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 75389 members 
Mstep: Class 7 contains 3718 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 80790 members 
Mstep: Class 10 contains 12998 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 82982 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26709 members 
Mstep: Class 15 contains 12752 members 
Mstep: Class 16 contains 14443 members 
Mstep: Class 17 contains 133570 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 111207 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3137 members 
Mstep: Class 24 contains 7671 members 
Mstep: Class 25 contains 2620 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 75475 members 
Mstep: Class 28 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216720.000000 Penalty: 61608.199219
Iteration 202Q: 29 clusters Score -8.621672e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 13638 members 
Mstep: Class 3 contains 15310 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 76189 members 
Mstep: Class 7 contains 3726 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 80706 members 
Mstep: Class 10 contains 13026 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 82503 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26709 members 
Mstep: Class 15 contains 12760 members 
Mstep: Class 16 contains 14437 members 
Mstep: Class 17 contains 133615 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 3282 members 
Mstep: Class 21 contains 111167 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 7671 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 75274 members 
Mstep: Class 28 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217016.000000 Penalty: 61608.199219
Iteration 203Q: 29 clusters Score -8.621702e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 13654 members 
Mstep: Class 3 contains 15305 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 77000 members 
Mstep: Class 7 contains 3726 members 
Mstep: Class 8 contains 1592 members 
Mstep: Class 9 contains 80603 members 
Mstep: Class 10 contains 13055 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 81960 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26706 members 
Mstep: Class 15 contains 12768 members 
Mstep: Class 16 contains 14433 members 
Mstep: Class 17 contains 133735 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 111173 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3122 members 
Mstep: Class 24 contains 7670 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 75043 members 
Mstep: Class 28 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217128.000000 Penalty: 61608.199219
Iteration 204Q: 29 clusters Score -8.621713e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 13668 members 
Mstep: Class 3 contains 15297 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 77788 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 80529 members 
Mstep: Class 10 contains 13077 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 81445 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 26710 members 
Mstep: Class 15 contains 12775 members 
Mstep: Class 16 contains 14431 members 
Mstep: Class 17 contains 133787 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 111164 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 7669 members 
Mstep: Class 25 contains 2622 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 74848 members 
Mstep: Class 28 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217400.000000 Penalty: 61608.199219
Iteration 205Q: 29 clusters Score -8.62174e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 13680 members 
Mstep: Class 3 contains 15294 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 78539 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 80461 members 
Mstep: Class 10 contains 13094 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 80911 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 26719 members 
Mstep: Class 15 contains 12776 members 
Mstep: Class 16 contains 14427 members 
Mstep: Class 17 contains 133862 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 111189 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 7667 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 74641 members 
Mstep: Class 28 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217456.000000 Penalty: 61608.199219
Iteration 206Q: 29 clusters Score -8.621746e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 13690 members 
Mstep: Class 3 contains 15295 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3762 members 
Mstep: Class 6 contains 79291 members 
Mstep: Class 7 contains 3741 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 80386 members 
Mstep: Class 10 contains 13106 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 80368 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 26727 members 
Mstep: Class 15 contains 12780 members 
Mstep: Class 16 contains 14425 members 
Mstep: Class 17 contains 133909 members 
Mstep: Class 18 contains 451 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 111230 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 7666 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 74438 members 
Mstep: Class 28 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217512.000000 Penalty: 61608.199219
Iteration 207Q: 29 clusters Score -8.621751e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 13698 members 
Mstep: Class 3 contains 15292 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 80017 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 80339 members 
Mstep: Class 10 contains 13118 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 79837 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 26734 members 
Mstep: Class 15 contains 12782 members 
Mstep: Class 16 contains 14420 members 
Mstep: Class 17 contains 133933 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 111289 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3103 members 
Mstep: Class 24 contains 7666 members 
Mstep: Class 25 contains 2622 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 74243 members 
Mstep: Class 28 contains 4018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217368.000000 Penalty: 61608.199219
Iteration 208Q: 29 clusters Score -8.621737e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 15296 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 80731 members 
Mstep: Class 7 contains 3745 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 80295 members 
Mstep: Class 10 contains 13130 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 79315 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 26738 members 
Mstep: Class 15 contains 12786 members 
Mstep: Class 16 contains 14414 members 
Mstep: Class 17 contains 133936 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 111328 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3104 members 
Mstep: Class 24 contains 7667 members 
Mstep: Class 25 contains 2622 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 74053 members 
Mstep: Class 28 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217600.000000 Penalty: 61608.199219
Iteration 209Q: 29 clusters Score -8.62176e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 13702 members 
Mstep: Class 3 contains 15296 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 81460 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 80249 members 
Mstep: Class 10 contains 13127 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 78792 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 26742 members 
Mstep: Class 15 contains 12787 members 
Mstep: Class 16 contains 14412 members 
Mstep: Class 17 contains 133951 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 111368 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3104 members 
Mstep: Class 24 contains 7667 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 73847 members 
Mstep: Class 28 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217912.000000 Penalty: 61608.199219
Iteration 210Q: 29 clusters Score -8.621791e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 13713 members 
Mstep: Class 3 contains 15295 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 82134 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 1591 members 
Mstep: Class 9 contains 80198 members 
Mstep: Class 10 contains 13139 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 78305 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 26753 members 
Mstep: Class 15 contains 12787 members 
Mstep: Class 16 contains 14407 members 
Mstep: Class 17 contains 134012 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 3289 members 
Mstep: Class 21 contains 111425 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3104 members 
Mstep: Class 24 contains 7664 members 
Mstep: Class 25 contains 2627 members 
Mstep: Class 26 contains 4807 members 
Mstep: Class 27 contains 73599 members 
Mstep: Class 28 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217880.000000 Penalty: 61608.199219
Iteration 211Q: 29 clusters Score -8.621788e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 15291 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 82753 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 80132 members 
Mstep: Class 10 contains 13157 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 77842 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 26760 members 
Mstep: Class 15 contains 12788 members 
Mstep: Class 16 contains 14407 members 
Mstep: Class 17 contains 134080 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 111495 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3110 members 
Mstep: Class 24 contains 7664 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 73378 members 
Mstep: Class 28 contains 4018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217888.000000 Penalty: 61608.199219
Iteration 212Q: 29 clusters Score -8.621789e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 13726 members 
Mstep: Class 3 contains 15295 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 83385 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 1590 members 
Mstep: Class 9 contains 80080 members 
Mstep: Class 10 contains 13166 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 77417 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 12791 members 
Mstep: Class 16 contains 14408 members 
Mstep: Class 17 contains 134171 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 111475 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 7664 members 
Mstep: Class 25 contains 2630 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 73164 members 
Mstep: Class 28 contains 4025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218032.000000 Penalty: 61608.199219
Iteration 213Q: 29 clusters Score -8.621803e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 15295 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3743 members 
Mstep: Class 6 contains 84001 members 
Mstep: Class 7 contains 3768 members 
Mstep: Class 8 contains 1595 members 
Mstep: Class 9 contains 80016 members 
Mstep: Class 10 contains 13186 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 77030 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12794 members 
Mstep: Class 16 contains 14406 members 
Mstep: Class 17 contains 134221 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 111466 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 7663 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 72947 members 
Mstep: Class 28 contains 4030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217864.000000 Penalty: 61608.199219
Iteration 214Q: 29 clusters Score -8.621786e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 13748 members 
Mstep: Class 3 contains 15294 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 84600 members 
Mstep: Class 7 contains 3783 members 
Mstep: Class 8 contains 1598 members 
Mstep: Class 9 contains 79949 members 
Mstep: Class 10 contains 13199 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 76631 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26759 members 
Mstep: Class 15 contains 12795 members 
Mstep: Class 16 contains 14402 members 
Mstep: Class 17 contains 134290 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 111468 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 7663 members 
Mstep: Class 25 contains 2627 members 
Mstep: Class 26 contains 4803 members 
Mstep: Class 27 contains 72736 members 
Mstep: Class 28 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217760.000000 Penalty: 61608.199219
Iteration 215Q: 29 clusters Score -8.621776e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 13753 members 
Mstep: Class 3 contains 15295 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 85202 members 
Mstep: Class 7 contains 3790 members 
Mstep: Class 8 contains 1600 members 
Mstep: Class 9 contains 79872 members 
Mstep: Class 10 contains 13221 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 76238 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26756 members 
Mstep: Class 15 contains 12795 members 
Mstep: Class 16 contains 14400 members 
Mstep: Class 17 contains 134373 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 111443 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 7664 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 72537 members 
Mstep: Class 28 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217288.000000 Penalty: 61608.199219
Iteration 216Q: 29 clusters Score -8.621729e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 13757 members 
Mstep: Class 3 contains 15294 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 85762 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 1604 members 
Mstep: Class 9 contains 79799 members 
Mstep: Class 10 contains 13233 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 75931 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26759 members 
Mstep: Class 15 contains 12796 members 
Mstep: Class 16 contains 14400 members 
Mstep: Class 17 contains 134408 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 111382 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3119 members 
Mstep: Class 24 contains 7664 members 
Mstep: Class 25 contains 2627 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 72375 members 
Mstep: Class 28 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217544.000000 Penalty: 61608.199219
Iteration 217Q: 29 clusters Score -8.621754e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 13760 members 
Mstep: Class 3 contains 15294 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 86334 members 
Mstep: Class 7 contains 3814 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 79716 members 
Mstep: Class 10 contains 13241 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 75629 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 12797 members 
Mstep: Class 16 contains 14397 members 
Mstep: Class 17 contains 134449 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 111305 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 7664 members 
Mstep: Class 25 contains 2628 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 72238 members 
Mstep: Class 28 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217608.000000 Penalty: 61608.199219
Iteration 218Q: 29 clusters Score -8.621761e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 15292 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 86859 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 79632 members 
Mstep: Class 10 contains 13242 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 75395 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26761 members 
Mstep: Class 15 contains 12797 members 
Mstep: Class 16 contains 14393 members 
Mstep: Class 17 contains 134475 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1005 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 111211 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 7664 members 
Mstep: Class 25 contains 2632 members 
Mstep: Class 26 contains 4805 members 
Mstep: Class 27 contains 72109 members 
Mstep: Class 28 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217712.000000 Penalty: 61608.199219
Iteration 219Q: 29 clusters Score -8.621771e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 13768 members 
Mstep: Class 3 contains 15285 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 87353 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 79540 members 
Mstep: Class 10 contains 13241 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 75156 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26759 members 
Mstep: Class 15 contains 12797 members 
Mstep: Class 16 contains 14388 members 
Mstep: Class 17 contains 134497 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 111142 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 7663 members 
Mstep: Class 25 contains 2636 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 71998 members 
Mstep: Class 28 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217592.000000 Penalty: 61608.199219
Iteration 220F: 29 clusters Score -8.621759e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 13762 members 
Mstep: Class 3 contains 15282 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 87800 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 79465 members 
Mstep: Class 10 contains 13244 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74974 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26762 members 
Mstep: Class 15 contains 12798 members 
Mstep: Class 16 contains 14385 members 
Mstep: Class 17 contains 134489 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 3277 members 
Mstep: Class 21 contains 111058 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 7662 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 4799 members 
Mstep: Class 27 contains 71915 members 
Mstep: Class 28 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217416.000000 Penalty: 61608.199219
Iteration 221Q: 29 clusters Score -8.621742e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 13766 members 
Mstep: Class 3 contains 15283 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 88209 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 79381 members 
Mstep: Class 10 contains 13245 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74816 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 12798 members 
Mstep: Class 16 contains 14379 members 
Mstep: Class 17 contains 134481 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 3278 members 
Mstep: Class 21 contains 110955 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 7662 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 71853 members 
Mstep: Class 28 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217232.000000 Penalty: 61608.199219
Iteration 222Q: 29 clusters Score -8.621723e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 13775 members 
Mstep: Class 3 contains 15278 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 88586 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 79293 members 
Mstep: Class 10 contains 13244 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74706 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 12798 members 
Mstep: Class 16 contains 14374 members 
Mstep: Class 17 contains 134472 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 110842 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3102 members 
Mstep: Class 24 contains 7662 members 
Mstep: Class 25 contains 2636 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 71786 members 
Mstep: Class 28 contains 4050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217264.000000 Penalty: 61608.199219
Iteration 223Q: 29 clusters Score -8.621726e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 15277 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 88920 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 79181 members 
Mstep: Class 10 contains 13243 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74588 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 12796 members 
Mstep: Class 16 contains 14374 members 
Mstep: Class 17 contains 134469 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 110748 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 7662 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 4799 members 
Mstep: Class 27 contains 71729 members 
Mstep: Class 28 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216968.000000 Penalty: 61608.199219
Iteration 224Q: 29 clusters Score -8.621697e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 15274 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 89276 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 79058 members 
Mstep: Class 10 contains 13250 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74489 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 12798 members 
Mstep: Class 16 contains 14372 members 
Mstep: Class 17 contains 134438 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 3269 members 
Mstep: Class 21 contains 110644 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 71691 members 
Mstep: Class 28 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217056.000000 Penalty: 61608.199219
Iteration 225Q: 29 clusters Score -8.621706e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 15273 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 89638 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 1611 members 
Mstep: Class 9 contains 78931 members 
Mstep: Class 10 contains 13255 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74403 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26771 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 14365 members 
Mstep: Class 17 contains 134413 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 3269 members 
Mstep: Class 21 contains 110518 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3102 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 71642 members 
Mstep: Class 28 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217024.000000 Penalty: 61608.199219
Iteration 226Q: 29 clusters Score -8.621702e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 15276 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 89925 members 
Mstep: Class 7 contains 3891 members 
Mstep: Class 8 contains 1612 members 
Mstep: Class 9 contains 78776 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74385 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 14358 members 
Mstep: Class 17 contains 134411 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 3266 members 
Mstep: Class 21 contains 110415 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 4795 members 
Mstep: Class 27 contains 71590 members 
Mstep: Class 28 contains 4050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216928.000000 Penalty: 61608.199219
Iteration 227Q: 29 clusters Score -8.621693e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 15280 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 90159 members 
Mstep: Class 7 contains 3902 members 
Mstep: Class 8 contains 1614 members 
Mstep: Class 9 contains 78603 members 
Mstep: Class 10 contains 13263 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74380 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12798 members 
Mstep: Class 16 contains 14356 members 
Mstep: Class 17 contains 134406 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1009 members 
Mstep: Class 20 contains 3267 members 
Mstep: Class 21 contains 110326 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 4795 members 
Mstep: Class 27 contains 71562 members 
Mstep: Class 28 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216840.000000 Penalty: 61608.199219
Iteration 228Q: 29 clusters Score -8.621684e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 15277 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 90382 members 
Mstep: Class 7 contains 3912 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 78423 members 
Mstep: Class 10 contains 13264 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74393 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 14351 members 
Mstep: Class 17 contains 134393 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 3271 members 
Mstep: Class 21 contains 110218 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 7660 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 71551 members 
Mstep: Class 28 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216600.000000 Penalty: 61608.199219
Iteration 229Q: 29 clusters Score -8.62166e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 15277 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 90661 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 78252 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74377 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 134381 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 3269 members 
Mstep: Class 21 contains 110100 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3103 members 
Mstep: Class 24 contains 7659 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 71528 members 
Mstep: Class 28 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216688.000000 Penalty: 61608.199219
Iteration 230Q: 29 clusters Score -8.621669e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 13810 members 
Mstep: Class 3 contains 15285 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 90911 members 
Mstep: Class 7 contains 3931 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 78100 members 
Mstep: Class 10 contains 13267 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74382 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 12798 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 17 contains 134351 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 3271 members 
Mstep: Class 21 contains 109964 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 7659 members 
Mstep: Class 25 contains 2636 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 71497 members 
Mstep: Class 28 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216752.000000 Penalty: 61608.199219
Iteration 231Q: 29 clusters Score -8.621675e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 13820 members 
Mstep: Class 3 contains 15287 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 91152 members 
Mstep: Class 7 contains 3938 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 77919 members 
Mstep: Class 10 contains 13261 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74401 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12797 members 
Mstep: Class 16 contains 14340 members 
Mstep: Class 17 contains 134330 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 21 contains 109868 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 7659 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 4797 members 
Mstep: Class 27 contains 71483 members 
Mstep: Class 28 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216920.000000 Penalty: 61608.199219
Iteration 232Q: 29 clusters Score -8.621692e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 13828 members 
Mstep: Class 3 contains 15292 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 91381 members 
Mstep: Class 7 contains 3945 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 77731 members 
Mstep: Class 10 contains 13259 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74449 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 14333 members 
Mstep: Class 17 contains 134287 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 21 contains 109785 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 7659 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 4798 members 
Mstep: Class 27 contains 71464 members 
Mstep: Class 28 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216816.000000 Penalty: 61608.199219
Iteration 233Q: 29 clusters Score -8.621682e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 13833 members 
Mstep: Class 3 contains 15299 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 91599 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 77539 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74544 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 14329 members 
Mstep: Class 17 contains 134249 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3275 members 
Mstep: Class 21 contains 109683 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 7659 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 4797 members 
Mstep: Class 27 contains 71443 members 
Mstep: Class 28 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216816.000000 Penalty: 61608.199219
Iteration 234Q: 29 clusters Score -8.621682e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 13836 members 
Mstep: Class 3 contains 15300 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 91789 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 77339 members 
Mstep: Class 10 contains 13258 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74689 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 14326 members 
Mstep: Class 17 contains 134230 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 21 contains 109558 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3120 members 
Mstep: Class 24 contains 7659 members 
Mstep: Class 25 contains 2632 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 71416 members 
Mstep: Class 28 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216696.000000 Penalty: 61608.199219
Iteration 235Q: 29 clusters Score -8.62167e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 13843 members 
Mstep: Class 3 contains 15298 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 91980 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 1618 members 
Mstep: Class 9 contains 77115 members 
Mstep: Class 10 contains 13266 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 74850 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26758 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 14316 members 
Mstep: Class 17 contains 134191 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 21 contains 109467 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 7659 members 
Mstep: Class 25 contains 2630 members 
Mstep: Class 26 contains 4789 members 
Mstep: Class 27 contains 71399 members 
Mstep: Class 28 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216712.000000 Penalty: 61608.199219
Iteration 236Q: 29 clusters Score -8.621671e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 13846 members 
Mstep: Class 3 contains 15298 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 92158 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 1623 members 
Mstep: Class 9 contains 76904 members 
Mstep: Class 10 contains 13271 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 75016 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26759 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 14309 members 
Mstep: Class 17 contains 134152 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 21 contains 109338 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 7658 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 71376 members 
Mstep: Class 28 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216520.000000 Penalty: 61608.199219
Iteration 237Q: 29 clusters Score -8.621652e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 13849 members 
Mstep: Class 3 contains 15295 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 92301 members 
Mstep: Class 7 contains 3980 members 
Mstep: Class 8 contains 1628 members 
Mstep: Class 9 contains 76690 members 
Mstep: Class 10 contains 13274 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 75205 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26757 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 14309 members 
Mstep: Class 17 contains 134128 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 21 contains 109218 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 7658 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 71328 members 
Mstep: Class 28 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216648.000000 Penalty: 61608.199219
Iteration 238Q: 29 clusters Score -8.621665e+07 nChanged 1143
Entering ConstructFrom: 
Score: -86216648.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (63312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Entering Unmasked Estep 
Score: -7371119.500000 Penalty: 1796.572388
	Iteration 0F: 2 clusters Score -7371120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -7329166.500000 Penalty: 3593.144775
	Iteration 0F: 3 clusters Score -7329166 nChanged 29859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -7345972.000000 Penalty: 3593.144775
	Iteration 1F: 3 clusters Score -7345972 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -7346509.000000 Penalty: 3593.144775
	Iteration 2Q: 3 clusters Score -7346509 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -7347043.000000 Penalty: 3593.144775
	Iteration 3Q: 3 clusters Score -7347043 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -7347816.500000 Penalty: 3593.144775
	Iteration 4Q: 3 clusters Score -7347816 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -7348944.500000 Penalty: 3593.144775
	Iteration 5Q: 3 clusters Score -7348944 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -7350573.500000 Penalty: 3593.144775
	Iteration 6Q: 3 clusters Score -7350574 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -7353019.000000 Penalty: 3593.144775
	Iteration 7F: 3 clusters Score -7353019 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -7355675.500000 Penalty: 3593.144775
	Iteration 8F: 3 clusters Score -7355676 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -7358185.000000 Penalty: 3593.144775
	Iteration 9F: 3 clusters Score -7358185 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -7359855.500000 Penalty: 3593.144775
	Iteration 10Q: 3 clusters Score -7359856 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -7360714.000000 Penalty: 3593.144775
	Iteration 11Q: 3 clusters Score -7360714 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -7361184.500000 Penalty: 3593.144775
	Iteration 12Q: 3 clusters Score -7361184 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -7361567.000000 Penalty: 3593.144775
	Iteration 13Q: 3 clusters Score -7361567 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -7361914.000000 Penalty: 3593.144775
	Iteration 14Q: 3 clusters Score -7361914 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -7362250.000000 Penalty: 3593.144775
	Iteration 15Q: 3 clusters Score -7362250 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7362572.000000 Penalty: 3593.144775
	Iteration 16Q: 3 clusters Score -7362572 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -7362864.000000 Penalty: 3593.144775
	Iteration 17Q: 3 clusters Score -7362864 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -7363169.500000 Penalty: 3593.144775
	Iteration 18Q: 3 clusters Score -7363170 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -7363469.000000 Penalty: 3593.144775
	Iteration 19Q: 3 clusters Score -7363469 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -7363824.500000 Penalty: 3593.144775
	Iteration 20F: 3 clusters Score -7363824 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -7364124.500000 Penalty: 3593.144775
	Iteration 21Q: 3 clusters Score -7364124 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -7364493.500000 Penalty: 3593.144775
	Iteration 22Q: 3 clusters Score -7364494 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -7364925.000000 Penalty: 3593.144775
	Iteration 23Q: 3 clusters Score -7364925 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -7365375.000000 Penalty: 3593.144775
	Iteration 24Q: 3 clusters Score -7365375 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -7365870.500000 Penalty: 3593.144775
	Iteration 25Q: 3 clusters Score -7365870 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -7366382.000000 Penalty: 3593.144775
	Iteration 26Q: 3 clusters Score -7366382 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -7366914.500000 Penalty: 3593.144775
	Iteration 27Q: 3 clusters Score -7366914 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -7367423.500000 Penalty: 3593.144775
	Iteration 28Q: 3 clusters Score -7367424 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -7367891.500000 Penalty: 3593.144775
	Iteration 29Q: 3 clusters Score -7367892 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -7368238.000000 Penalty: 3593.144775
	Iteration 30Q: 3 clusters Score -7368238 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -7368510.500000 Penalty: 3593.144775
	Iteration 31Q: 3 clusters Score -7368510 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -7368759.500000 Penalty: 3593.144775
	Iteration 32Q: 3 clusters Score -7368760 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -7368970.000000 Penalty: 3593.144775
	Iteration 33Q: 3 clusters Score -7368970 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -7369127.500000 Penalty: 3593.144775
	Iteration 34Q: 3 clusters Score -7369128 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -7369289.000000 Penalty: 3593.144775
	Iteration 35Q: 3 clusters Score -7369289 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -7369461.000000 Penalty: 3593.144775
	Iteration 36Q: 3 clusters Score -7369461 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -7369585.500000 Penalty: 3593.144775
	Iteration 37Q: 3 clusters Score -7369586 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -7369716.500000 Penalty: 3593.144775
	Iteration 38Q: 3 clusters Score -7369716 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7369823.000000 Penalty: 3593.144775
	Iteration 39Q: 3 clusters Score -7369823 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7369907.500000 Penalty: 3593.144775
	Iteration 40F: 3 clusters Score -7369908 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -7369975.000000 Penalty: 3593.144775
	Iteration 41Q: 3 clusters Score -7369975 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -7370020.500000 Penalty: 3593.144775
	Iteration 42Q: 3 clusters Score -7370020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -7370051.500000 Penalty: 3593.144775
	Iteration 43Q: 3 clusters Score -7370052 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -7370083.000000 Penalty: 3593.144775
	Iteration 44Q: 3 clusters Score -7370083 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -7370103.000000 Penalty: 3593.144775
	Iteration 45Q: 3 clusters Score -7370103 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7370106.500000 Penalty: 3593.144775
	Iteration 46Q: 3 clusters Score -7370106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7370135.000000 Penalty: 3593.144775
	Iteration 47Q: 3 clusters Score -7370135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7370145.000000 Penalty: 3593.144775
	Iteration 48Q: 3 clusters Score -7370145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7370150.000000 Penalty: 3593.144775
	Iteration 49Q: 3 clusters Score -7370150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7370156.500000 Penalty: 3593.144775
	Iteration 50Q: 3 clusters Score -7370156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7370164.000000 Penalty: 3593.144775
	Iteration 51Q: 3 clusters Score -7370164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7370170.000000 Penalty: 3593.144775
	Iteration 52Q: 3 clusters Score -7370170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7370170.000000 Penalty: 3593.144775
	Iteration 53Q: 3 clusters Score -7370170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7370164.500000 Penalty: 3593.144775
	Iteration 54Q: 3 clusters Score -7370164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7370165.000000 Penalty: 3593.144775
	Iteration 55Q: 3 clusters Score -7370165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7370169.500000 Penalty: 3593.144775
	Iteration 56Q: 3 clusters Score -7370170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7370162.000000 Penalty: 3593.144775
	Iteration 57Q: 3 clusters Score -7370162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7370172.000000 Penalty: 3593.144775
	Iteration 58Q: 3 clusters Score -7370172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7370175.500000 Penalty: 3593.144775
	Iteration 59Q: 3 clusters Score -7370176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -7370193.000000 Penalty: 3593.144775
	Iteration 60F: 3 clusters Score -7370193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7370189.000000 Penalty: 3593.144775
	Iteration 61Q: 3 clusters Score -7370189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7370189.000000 Penalty: 3593.144775
	Iteration 62Q: 3 clusters Score -7370189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7370193.500000 Penalty: 3593.144775
	Iteration 63Q: 3 clusters Score -7370194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7370194.000000 Penalty: 3593.144775
	Iteration 64Q: 3 clusters Score -7370194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7370211.000000 Penalty: 3593.144775
	Iteration 65Q: 3 clusters Score -7370211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7370210.500000 Penalty: 3593.144775
	Iteration 66Q: 3 clusters Score -7370210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7370207.500000 Penalty: 3593.144775
	Iteration 67Q: 3 clusters Score -7370208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7370209.000000 Penalty: 3593.144775
	Iteration 68Q: 3 clusters Score -7370209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7370202.500000 Penalty: 3593.144775
	Iteration 69Q: 3 clusters Score -7370202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7370201.500000 Penalty: 3593.144775
	Iteration 70Q: 3 clusters Score -7370202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7370201.500000 Penalty: 3593.144775
	Iteration 71Q: 3 clusters Score -7370202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7370203.500000 Penalty: 3593.144775
	Iteration 72Q: 3 clusters Score -7370204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7370202.000000 Penalty: 3593.144775
	Iteration 73Q: 3 clusters Score -7370202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -7370203.000000 Penalty: 3593.144775
	Iteration 74Q: 3 clusters Score -7370203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7370203.500000 Penalty: 3593.144775
	Iteration 75Q: 3 clusters Score -7370204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7370199.500000 Penalty: 3593.144775
	Iteration 76Q: 3 clusters Score -7370200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7370206.000000 Penalty: 3593.144775
	Iteration 77Q: 3 clusters Score -7370206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7370206.000000 Penalty: 3593.144775
	Iteration 78F: 3 clusters Score -7370206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Entering Unmasked Estep 
Score: -1617525.000000 Penalty: 1549.618286
	Iteration 0F: 2 clusters Score -1617525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1607781.125000 Penalty: 3099.236572
	Iteration 0F: 3 clusters Score -1607781 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1611056.000000 Penalty: 3099.236572
	Iteration 1F: 3 clusters Score -1611056 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1611368.000000 Penalty: 3099.236572
	Iteration 2F: 3 clusters Score -1611368 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1611637.750000 Penalty: 3099.236572
	Iteration 3Q: 3 clusters Score -1611638 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1611861.000000 Penalty: 3099.236572
	Iteration 4Q: 3 clusters Score -1611861 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1612071.500000 Penalty: 3099.236572
	Iteration 5Q: 3 clusters Score -1612072 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1612280.625000 Penalty: 3099.236572
	Iteration 6Q: 3 clusters Score -1612281 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1612546.000000 Penalty: 3099.236572
	Iteration 7Q: 3 clusters Score -1612546 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1612877.250000 Penalty: 3099.236572
	Iteration 8Q: 3 clusters Score -1612877 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1613261.750000 Penalty: 3099.236572
	Iteration 9Q: 3 clusters Score -1613262 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1613680.125000 Penalty: 3099.236572
	Iteration 10Q: 3 clusters Score -1613680 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1614118.500000 Penalty: 3099.236572
	Iteration 11Q: 3 clusters Score -1614118 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1614508.375000 Penalty: 3099.236572
	Iteration 12Q: 3 clusters Score -1614508 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1614807.750000 Penalty: 3099.236572
	Iteration 13Q: 3 clusters Score -1614808 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1615040.375000 Penalty: 3099.236572
	Iteration 14Q: 3 clusters Score -1615040 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1615191.500000 Penalty: 3099.236572
	Iteration 15Q: 3 clusters Score -1615192 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1615319.250000 Penalty: 3099.236572
	Iteration 16Q: 3 clusters Score -1615319 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1615439.125000 Penalty: 3099.236572
	Iteration 17Q: 3 clusters Score -1615439 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1615556.000000 Penalty: 3099.236572
	Iteration 18Q: 3 clusters Score -1615556 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1615650.750000 Penalty: 3099.236572
	Iteration 19Q: 3 clusters Score -1615651 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1615747.750000 Penalty: 3099.236572
	Iteration 20F: 3 clusters Score -1615748 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1615814.125000 Penalty: 3099.236572
	Iteration 21Q: 3 clusters Score -1615814 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1615860.125000 Penalty: 3099.236572
	Iteration 22Q: 3 clusters Score -1615860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1615918.375000 Penalty: 3099.236572
	Iteration 23Q: 3 clusters Score -1615918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1615973.625000 Penalty: 3099.236572
	Iteration 24Q: 3 clusters Score -1615974 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1616028.875000 Penalty: 3099.236572
	Iteration 25Q: 3 clusters Score -1616029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1616065.625000 Penalty: 3099.236572
	Iteration 26Q: 3 clusters Score -1616066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1616093.750000 Penalty: 3099.236572
	Iteration 27Q: 3 clusters Score -1616094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1616117.125000 Penalty: 3099.236572
	Iteration 28Q: 3 clusters Score -1616117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1616140.000000 Penalty: 3099.236572
	Iteration 29Q: 3 clusters Score -1616140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1616157.750000 Penalty: 3099.236572
	Iteration 30Q: 3 clusters Score -1616158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1616175.500000 Penalty: 3099.236572
	Iteration 31Q: 3 clusters Score -1616176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1616193.250000 Penalty: 3099.236572
	Iteration 32Q: 3 clusters Score -1616193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1616199.500000 Penalty: 3099.236572
	Iteration 33Q: 3 clusters Score -1616200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1616206.750000 Penalty: 3099.236572
	Iteration 34Q: 3 clusters Score -1616207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1616212.000000 Penalty: 3099.236572
	Iteration 35Q: 3 clusters Score -1616212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1616218.125000 Penalty: 3099.236572
	Iteration 36Q: 3 clusters Score -1616218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1616220.375000 Penalty: 3099.236572
	Iteration 37Q: 3 clusters Score -1616220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1616220.375000 Penalty: 3099.236572
	Iteration 38Q: 3 clusters Score -1616220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1616221.500000 Penalty: 3099.236572
	Iteration 39Q: 3 clusters Score -1616222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1616222.125000 Penalty: 3099.236572
	Iteration 40F: 3 clusters Score -1616222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1616222.000000 Penalty: 3099.236572
	Iteration 41Q: 3 clusters Score -1616222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1616224.250000 Penalty: 3099.236572
	Iteration 42Q: 3 clusters Score -1616224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1616225.000000 Penalty: 3099.236572
	Iteration 43Q: 3 clusters Score -1616225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1616226.000000 Penalty: 3099.236572
	Iteration 44Q: 3 clusters Score -1616226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1616227.500000 Penalty: 3099.236572
	Iteration 45Q: 3 clusters Score -1616228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1616230.375000 Penalty: 3099.236572
	Iteration 46Q: 3 clusters Score -1616230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1616234.000000 Penalty: 3099.236572
	Iteration 47Q: 3 clusters Score -1616234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1616232.750000 Penalty: 3099.236572
	Iteration 48Q: 3 clusters Score -1616233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1616237.000000 Penalty: 3099.236572
	Iteration 49Q: 3 clusters Score -1616237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1616240.875000 Penalty: 3099.236572
	Iteration 50Q: 3 clusters Score -1616241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1616239.250000 Penalty: 3099.236572
	Iteration 51Q: 3 clusters Score -1616239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1616240.625000 Penalty: 3099.236572
	Iteration 52Q: 3 clusters Score -1616241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1616241.250000 Penalty: 3099.236572
	Iteration 53Q: 3 clusters Score -1616241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1616242.625000 Penalty: 3099.236572
	Iteration 54Q: 3 clusters Score -1616243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1616242.625000 Penalty: 3099.236572
	Iteration 55Q: 3 clusters Score -1616243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1616241.875000 Penalty: 3099.236572
	Iteration 56Q: 3 clusters Score -1616242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1616241.875000 Penalty: 3099.236572
	Iteration 57F: 3 clusters Score -1616242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Entering Unmasked Estep 
Score: -1785756.750000 Penalty: 1565.722534
	Iteration 0F: 2 clusters Score -1785757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1775171.875000 Penalty: 3131.445068
	Iteration 0F: 3 clusters Score -1775172 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1778743.000000 Penalty: 3131.445068
	Iteration 1F: 3 clusters Score -1778743 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1779056.000000 Penalty: 3131.445068
	Iteration 2F: 3 clusters Score -1779056 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1779380.375000 Penalty: 3131.445068
	Iteration 3Q: 3 clusters Score -1779380 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1779768.375000 Penalty: 3131.445068
	Iteration 4Q: 3 clusters Score -1779768 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1780292.250000 Penalty: 3131.445068
	Iteration 5F: 3 clusters Score -1780292 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1780955.000000 Penalty: 3131.445068
	Iteration 6F: 3 clusters Score -1780955 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1781792.750000 Penalty: 3131.445068
	Iteration 7F: 3 clusters Score -1781793 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1782686.875000 Penalty: 3131.445068
	Iteration 8F: 3 clusters Score -1782687 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1783396.375000 Penalty: 3131.445068
	Iteration 9F: 3 clusters Score -1783396 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1783865.875000 Penalty: 3131.445068
	Iteration 10Q: 3 clusters Score -1783866 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1784109.875000 Penalty: 3131.445068
	Iteration 11Q: 3 clusters Score -1784110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1784229.125000 Penalty: 3131.445068
	Iteration 12Q: 3 clusters Score -1784229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1784285.750000 Penalty: 3131.445068
	Iteration 13Q: 3 clusters Score -1784286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1784311.875000 Penalty: 3131.445068
	Iteration 14Q: 3 clusters Score -1784312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1784328.250000 Penalty: 3131.445068
	Iteration 15Q: 3 clusters Score -1784328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1784335.625000 Penalty: 3131.445068
	Iteration 16Q: 3 clusters Score -1784336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1784348.000000 Penalty: 3131.445068
	Iteration 17Q: 3 clusters Score -1784348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1784354.000000 Penalty: 3131.445068
	Iteration 18Q: 3 clusters Score -1784354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1784357.875000 Penalty: 3131.445068
	Iteration 19Q: 3 clusters Score -1784358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1784358.375000 Penalty: 3131.445068
	Iteration 20F: 3 clusters Score -1784358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1784361.625000 Penalty: 3131.445068
	Iteration 21Q: 3 clusters Score -1784362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1784361.375000 Penalty: 3131.445068
	Iteration 22Q: 3 clusters Score -1784361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1784361.375000 Penalty: 3131.445068
	Iteration 23F: 3 clusters Score -1784361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -223240.562500 Penalty: 1236.683105
	Iteration 0F: 2 clusters Score -223240.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -221137.312500 Penalty: 2473.366211
	Iteration 0F: 3 clusters Score -221137.3 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -221585.718750 Penalty: 2473.366211
	Iteration 1F: 3 clusters Score -221585.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -221694.078125 Penalty: 2473.366211
	Iteration 2F: 3 clusters Score -221694.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -221754.656250 Penalty: 2473.366211
	Iteration 3Q: 3 clusters Score -221754.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -221788.687500 Penalty: 2473.366211
	Iteration 4Q: 3 clusters Score -221788.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -221808.421875 Penalty: 2473.366211
	Iteration 5Q: 3 clusters Score -221808.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -221818.203125 Penalty: 2473.366211
	Iteration 6Q: 3 clusters Score -221818.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -221824.078125 Penalty: 2473.366211
	Iteration 7Q: 3 clusters Score -221824.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -221831.718750 Penalty: 2473.366211
	Iteration 8Q: 3 clusters Score -221831.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -221834.484375 Penalty: 2473.366211
	Iteration 9Q: 3 clusters Score -221834.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -221838.453125 Penalty: 2473.366211
	Iteration 10Q: 3 clusters Score -221838.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -221842.000000 Penalty: 2473.366211
	Iteration 11Q: 3 clusters Score -221842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -221846.031250 Penalty: 2473.366211
	Iteration 12Q: 3 clusters Score -221846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221849.031250 Penalty: 2473.366211
	Iteration 13Q: 3 clusters Score -221849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -221853.390625 Penalty: 2473.366211
	Iteration 14Q: 3 clusters Score -221853.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -221857.437500 Penalty: 2473.366211
	Iteration 15Q: 3 clusters Score -221857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -221859.750000 Penalty: 2473.366211
	Iteration 16Q: 3 clusters Score -221859.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -221861.328125 Penalty: 2473.366211
	Iteration 17Q: 3 clusters Score -221861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -221861.312500 Penalty: 2473.366211
	Iteration 18Q: 3 clusters Score -221861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -221862.046875 Penalty: 2473.366211
	Iteration 19Q: 3 clusters Score -221862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -221862.656250 Penalty: 2473.366211
	Iteration 20F: 3 clusters Score -221862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -221863.421875 Penalty: 2473.366211
	Iteration 21Q: 3 clusters Score -221863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -221863.515625 Penalty: 2473.366211
	Iteration 22Q: 3 clusters Score -221863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -221863.515625 Penalty: 2473.366211
	Iteration 23F: 3 clusters Score -221863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -436438.937500 Penalty: 1336.731201
	Iteration 0F: 2 clusters Score -436438.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -433281.656250 Penalty: 2673.462402
	Iteration 0F: 3 clusters Score -433281.7 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -434024.343750 Penalty: 2673.462402
	Iteration 1F: 3 clusters Score -434024.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -434162.812500 Penalty: 2673.462402
	Iteration 2F: 3 clusters Score -434162.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -434226.593750 Penalty: 2673.462402
	Iteration 3Q: 3 clusters Score -434226.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -434267.875000 Penalty: 2673.462402
	Iteration 4Q: 3 clusters Score -434267.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -434297.500000 Penalty: 2673.462402
	Iteration 5Q: 3 clusters Score -434297.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -434325.218750 Penalty: 2673.462402
	Iteration 6Q: 3 clusters Score -434325.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -434352.968750 Penalty: 2673.462402
	Iteration 7Q: 3 clusters Score -434353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -434380.156250 Penalty: 2673.462402
	Iteration 8Q: 3 clusters Score -434380.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -434406.343750 Penalty: 2673.462402
	Iteration 9Q: 3 clusters Score -434406.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -434437.125000 Penalty: 2673.462402
	Iteration 10Q: 3 clusters Score -434437.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -434457.406250 Penalty: 2673.462402
	Iteration 11Q: 3 clusters Score -434457.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -434474.625000 Penalty: 2673.462402
	Iteration 12Q: 3 clusters Score -434474.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -434491.875000 Penalty: 2673.462402
	Iteration 13Q: 3 clusters Score -434491.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -434508.250000 Penalty: 2673.462402
	Iteration 14Q: 3 clusters Score -434508.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -434524.031250 Penalty: 2673.462402
	Iteration 15Q: 3 clusters Score -434524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -434544.125000 Penalty: 2673.462402
	Iteration 16Q: 3 clusters Score -434544.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -434560.343750 Penalty: 2673.462402
	Iteration 17Q: 3 clusters Score -434560.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -434580.312500 Penalty: 2673.462402
	Iteration 18Q: 3 clusters Score -434580.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -434607.781250 Penalty: 2673.462402
	Iteration 19Q: 3 clusters Score -434607.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -434632.500000 Penalty: 2673.462402
	Iteration 20F: 3 clusters Score -434632.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -434655.843750 Penalty: 2673.462402
	Iteration 21Q: 3 clusters Score -434655.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -434685.562500 Penalty: 2673.462402
	Iteration 22Q: 3 clusters Score -434685.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -434713.375000 Penalty: 2673.462402
	Iteration 23Q: 3 clusters Score -434713.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -434737.875000 Penalty: 2673.462402
	Iteration 24Q: 3 clusters Score -434737.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -434781.218750 Penalty: 2673.462402
	Iteration 25Q: 3 clusters Score -434781.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -434841.406250 Penalty: 2673.462402
	Iteration 26Q: 3 clusters Score -434841.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -434904.437500 Penalty: 2673.462402
	Iteration 27Q: 3 clusters Score -434904.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -434965.906250 Penalty: 2673.462402
	Iteration 28Q: 3 clusters Score -434965.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -435013.000000 Penalty: 2673.462402
	Iteration 29Q: 3 clusters Score -435013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -435060.000000 Penalty: 2673.462402
	Iteration 30Q: 3 clusters Score -435060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -435113.562500 Penalty: 2673.462402
	Iteration 31Q: 3 clusters Score -435113.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -435148.656250 Penalty: 2673.462402
	Iteration 32Q: 3 clusters Score -435148.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -435179.593750 Penalty: 2673.462402
	Iteration 33Q: 3 clusters Score -435179.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -435203.593750 Penalty: 2673.462402
	Iteration 34Q: 3 clusters Score -435203.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -435215.812500 Penalty: 2673.462402
	Iteration 35Q: 3 clusters Score -435215.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -435225.968750 Penalty: 2673.462402
	Iteration 36Q: 3 clusters Score -435226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -435228.843750 Penalty: 2673.462402
	Iteration 37Q: 3 clusters Score -435228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -435230.437500 Penalty: 2673.462402
	Iteration 38Q: 3 clusters Score -435230.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -435230.906250 Penalty: 2673.462402
	Iteration 39Q: 3 clusters Score -435230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -435231.500000 Penalty: 2673.462402
	Iteration 40F: 3 clusters Score -435231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -435233.906250 Penalty: 2673.462402
	Iteration 41Q: 3 clusters Score -435233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -435240.093750 Penalty: 2673.462402
	Iteration 42Q: 3 clusters Score -435240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -435245.906250 Penalty: 2673.462402
	Iteration 43Q: 3 clusters Score -435245.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -435251.781250 Penalty: 2673.462402
	Iteration 44Q: 3 clusters Score -435251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -435255.656250 Penalty: 2673.462402
	Iteration 45Q: 3 clusters Score -435255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -435260.125000 Penalty: 2673.462402
	Iteration 46Q: 3 clusters Score -435260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -435261.500000 Penalty: 2673.462402
	Iteration 47Q: 3 clusters Score -435261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -435263.000000 Penalty: 2673.462402
	Iteration 48Q: 3 clusters Score -435263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -435262.843750 Penalty: 2673.462402
	Iteration 49Q: 3 clusters Score -435262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -435263.875000 Penalty: 2673.462402
	Iteration 50Q: 3 clusters Score -435263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -435264.250000 Penalty: 2673.462402
	Iteration 51Q: 3 clusters Score -435264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -435264.781250 Penalty: 2673.462402
	Iteration 52Q: 3 clusters Score -435264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -435266.062500 Penalty: 2673.462402
	Iteration 53Q: 3 clusters Score -435266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -435266.312500 Penalty: 2673.462402
	Iteration 54Q: 3 clusters Score -435266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -435266.312500 Penalty: 2673.462402
	Iteration 55F: 3 clusters Score -435266.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Entering Unmasked Estep 
Score: -10829772.000000 Penalty: 1858.042847
	Iteration 0F: 2 clusters Score -1.082977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -10769532.000000 Penalty: 3716.085693
	Iteration 0F: 3 clusters Score -1.076953e+07 nChanged 44194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -10795177.000000 Penalty: 3716.085693
	Iteration 1F: 3 clusters Score -1.079518e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -10795871.000000 Penalty: 3716.085693
	Iteration 2Q: 3 clusters Score -1.079587e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -10796651.000000 Penalty: 3716.085693
	Iteration 3Q: 3 clusters Score -1.079665e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -10797770.000000 Penalty: 3716.085693
	Iteration 4Q: 3 clusters Score -1.079777e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -10799394.000000 Penalty: 3716.085693
	Iteration 5Q: 3 clusters Score -1.079939e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -10801824.000000 Penalty: 3716.085693
	Iteration 6Q: 3 clusters Score -1.080182e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -10805701.000000 Penalty: 3716.085693
	Iteration 7F: 3 clusters Score -1.08057e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -10810380.000000 Penalty: 3716.085693
	Iteration 8F: 3 clusters Score -1.081038e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -10813880.000000 Penalty: 3716.085693
	Iteration 9F: 3 clusters Score -1.081388e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -10815254.000000 Penalty: 3716.085693
	Iteration 10Q: 3 clusters Score -1.081525e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -10815798.000000 Penalty: 3716.085693
	Iteration 11Q: 3 clusters Score -1.08158e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -10816134.000000 Penalty: 3716.085693
	Iteration 12Q: 3 clusters Score -1.081613e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -10816429.000000 Penalty: 3716.085693
	Iteration 13Q: 3 clusters Score -1.081643e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -10816693.000000 Penalty: 3716.085693
	Iteration 14Q: 3 clusters Score -1.081669e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -10817037.000000 Penalty: 3716.085693
	Iteration 15Q: 3 clusters Score -1.081704e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -10817328.000000 Penalty: 3716.085693
	Iteration 16Q: 3 clusters Score -1.081733e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -10817752.000000 Penalty: 3716.085693
	Iteration 17Q: 3 clusters Score -1.081775e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -10818214.000000 Penalty: 3716.085693
	Iteration 18Q: 3 clusters Score -1.081821e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68941 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -10818635.000000 Penalty: 3716.085693
	Iteration 19Q: 3 clusters Score -1.081864e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -10819157.000000 Penalty: 3716.085693
	Iteration 20F: 3 clusters Score -1.081916e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -10819757.000000 Penalty: 3716.085693
	Iteration 21Q: 3 clusters Score -1.081976e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -10820521.000000 Penalty: 3716.085693
	Iteration 22Q: 3 clusters Score -1.082052e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -10821259.000000 Penalty: 3716.085693
	Iteration 23Q: 3 clusters Score -1.082126e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -10822206.000000 Penalty: 3716.085693
	Iteration 24Q: 3 clusters Score -1.082221e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -10823067.000000 Penalty: 3716.085693
	Iteration 25Q: 3 clusters Score -1.082307e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -10823940.000000 Penalty: 3716.085693
	Iteration 26Q: 3 clusters Score -1.082394e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -10824709.000000 Penalty: 3716.085693
	Iteration 27Q: 3 clusters Score -1.082471e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -10825403.000000 Penalty: 3716.085693
	Iteration 28Q: 3 clusters Score -1.08254e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -10825931.000000 Penalty: 3716.085693
	Iteration 29Q: 3 clusters Score -1.082593e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -10826401.000000 Penalty: 3716.085693
	Iteration 30Q: 3 clusters Score -1.08264e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -10826833.000000 Penalty: 3716.085693
	Iteration 31Q: 3 clusters Score -1.082683e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -10827123.000000 Penalty: 3716.085693
	Iteration 32Q: 3 clusters Score -1.082712e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -10827363.000000 Penalty: 3716.085693
	Iteration 33Q: 3 clusters Score -1.082736e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -10827623.000000 Penalty: 3716.085693
	Iteration 34Q: 3 clusters Score -1.082762e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10827771.000000 Penalty: 3716.085693
	Iteration 35Q: 3 clusters Score -1.082777e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90510 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -10827864.000000 Penalty: 3716.085693
	Iteration 36Q: 3 clusters Score -1.082786e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10827967.000000 Penalty: 3716.085693
	Iteration 37Q: 3 clusters Score -1.082797e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90896 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -10828013.000000 Penalty: 3716.085693
	Iteration 38Q: 3 clusters Score -1.082801e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10828072.000000 Penalty: 3716.085693
	Iteration 39Q: 3 clusters Score -1.082807e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -10828077.000000 Penalty: 3716.085693
	Iteration 40F: 3 clusters Score -1.082808e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91232 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10828109.000000 Penalty: 3716.085693
	Iteration 41Q: 3 clusters Score -1.082811e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10828156.000000 Penalty: 3716.085693
	Iteration 42Q: 3 clusters Score -1.082816e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10828167.000000 Penalty: 3716.085693
	Iteration 43Q: 3 clusters Score -1.082817e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10828188.000000 Penalty: 3716.085693
	Iteration 44Q: 3 clusters Score -1.082819e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10828214.000000 Penalty: 3716.085693
	Iteration 45Q: 3 clusters Score -1.082821e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91468 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10828218.000000 Penalty: 3716.085693
	Iteration 46Q: 3 clusters Score -1.082822e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10828234.000000 Penalty: 3716.085693
	Iteration 47Q: 3 clusters Score -1.082823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10828232.000000 Penalty: 3716.085693
	Iteration 48Q: 3 clusters Score -1.082823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91515 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10828227.000000 Penalty: 3716.085693
	Iteration 49Q: 3 clusters Score -1.082823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10828244.000000 Penalty: 3716.085693
	Iteration 50Q: 3 clusters Score -1.082824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10828241.000000 Penalty: 3716.085693
	Iteration 51Q: 3 clusters Score -1.082824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10828246.000000 Penalty: 3716.085693
	Iteration 52Q: 3 clusters Score -1.082825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10828250.000000 Penalty: 3716.085693
	Iteration 53Q: 3 clusters Score -1.082825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91567 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10828256.000000 Penalty: 3716.085693
	Iteration 54Q: 3 clusters Score -1.082826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10828266.000000 Penalty: 3716.085693
	Iteration 55Q: 3 clusters Score -1.082827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10828265.000000 Penalty: 3716.085693
	Iteration 56Q: 3 clusters Score -1.082826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91589 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10828267.000000 Penalty: 3716.085693
	Iteration 57Q: 3 clusters Score -1.082827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91592 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10828280.000000 Penalty: 3716.085693
	Iteration 58Q: 3 clusters Score -1.082828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10828284.000000 Penalty: 3716.085693
	Iteration 59Q: 3 clusters Score -1.082828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10828274.000000 Penalty: 3716.085693
	Iteration 60F: 3 clusters Score -1.082827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10828272.000000 Penalty: 3716.085693
	Iteration 61Q: 3 clusters Score -1.082827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10828272.000000 Penalty: 3716.085693
	Iteration 62Q: 3 clusters Score -1.082827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10828275.000000 Penalty: 3716.085693
	Iteration 63Q: 3 clusters Score -1.082828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10828278.000000 Penalty: 3716.085693
	Iteration 64Q: 3 clusters Score -1.082828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10828277.000000 Penalty: 3716.085693
	Iteration 65Q: 3 clusters Score -1.082828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10828272.000000 Penalty: 3716.085693
	Iteration 66Q: 3 clusters Score -1.082827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91627 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10828273.000000 Penalty: 3716.085693
	Iteration 67Q: 3 clusters Score -1.082827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91628 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10828284.000000 Penalty: 3716.085693
	Iteration 68Q: 3 clusters Score -1.082828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10828283.000000 Penalty: 3716.085693
	Iteration 69Q: 3 clusters Score -1.082828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10828284.000000 Penalty: 3716.085693
	Iteration 70Q: 3 clusters Score -1.082828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10828284.000000 Penalty: 3716.085693
	Iteration 71F: 3 clusters Score -1.082828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -466114.062500 Penalty: 1347.090942
	Iteration 0F: 2 clusters Score -466114.1 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 2051 members 
Entering Unmasked Estep 
Score: -462757.750000 Penalty: 2694.181885
	Iteration 0F: 3 clusters Score -462757.8 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -463615.593750 Penalty: 2694.181885
	Iteration 1F: 3 clusters Score -463615.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -463781.343750 Penalty: 2694.181885
	Iteration 2F: 3 clusters Score -463781.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -463877.156250 Penalty: 2694.181885
	Iteration 3F: 3 clusters Score -463877.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -463934.156250 Penalty: 2694.181885
	Iteration 4Q: 3 clusters Score -463934.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -463978.843750 Penalty: 2694.181885
	Iteration 5Q: 3 clusters Score -463978.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -464022.437500 Penalty: 2694.181885
	Iteration 6Q: 3 clusters Score -464022.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -464068.593750 Penalty: 2694.181885
	Iteration 7Q: 3 clusters Score -464068.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -464111.343750 Penalty: 2694.181885
	Iteration 8Q: 3 clusters Score -464111.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -464173.562500 Penalty: 2694.181885
	Iteration 9Q: 3 clusters Score -464173.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -464240.187500 Penalty: 2694.181885
	Iteration 10Q: 3 clusters Score -464240.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -464306.562500 Penalty: 2694.181885
	Iteration 11Q: 3 clusters Score -464306.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -464366.687500 Penalty: 2694.181885
	Iteration 12Q: 3 clusters Score -464366.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -464444.843750 Penalty: 2694.181885
	Iteration 13Q: 3 clusters Score -464444.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -464515.562500 Penalty: 2694.181885
	Iteration 14Q: 3 clusters Score -464515.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -464583.406250 Penalty: 2694.181885
	Iteration 15Q: 3 clusters Score -464583.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -464645.406250 Penalty: 2694.181885
	Iteration 16Q: 3 clusters Score -464645.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -464700.156250 Penalty: 2694.181885
	Iteration 17Q: 3 clusters Score -464700.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -464744.343750 Penalty: 2694.181885
	Iteration 18Q: 3 clusters Score -464744.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -464779.750000 Penalty: 2694.181885
	Iteration 19Q: 3 clusters Score -464779.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -464809.468750 Penalty: 2694.181885
	Iteration 20F: 3 clusters Score -464809.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -464829.718750 Penalty: 2694.181885
	Iteration 21Q: 3 clusters Score -464829.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -464843.031250 Penalty: 2694.181885
	Iteration 22Q: 3 clusters Score -464843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -464854.375000 Penalty: 2694.181885
	Iteration 23Q: 3 clusters Score -464854.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -464862.218750 Penalty: 2694.181885
	Iteration 24Q: 3 clusters Score -464862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -464867.468750 Penalty: 2694.181885
	Iteration 25Q: 3 clusters Score -464867.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -464873.218750 Penalty: 2694.181885
	Iteration 26Q: 3 clusters Score -464873.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -464879.187500 Penalty: 2694.181885
	Iteration 27Q: 3 clusters Score -464879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -464885.250000 Penalty: 2694.181885
	Iteration 28Q: 3 clusters Score -464885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -464889.968750 Penalty: 2694.181885
	Iteration 29Q: 3 clusters Score -464890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -464892.843750 Penalty: 2694.181885
	Iteration 30Q: 3 clusters Score -464892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -464896.531250 Penalty: 2694.181885
	Iteration 31Q: 3 clusters Score -464896.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -464900.750000 Penalty: 2694.181885
	Iteration 32Q: 3 clusters Score -464900.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -464905.281250 Penalty: 2694.181885
	Iteration 33Q: 3 clusters Score -464905.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -464909.812500 Penalty: 2694.181885
	Iteration 34Q: 3 clusters Score -464909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -464913.593750 Penalty: 2694.181885
	Iteration 35Q: 3 clusters Score -464913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -464913.281250 Penalty: 2694.181885
	Iteration 36Q: 3 clusters Score -464913.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -464913.875000 Penalty: 2694.181885
	Iteration 37Q: 3 clusters Score -464913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -464913.875000 Penalty: 2694.181885
	Iteration 38F: 3 clusters Score -464913.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -186625.593750 Penalty: 1202.004150
	Iteration 0F: 2 clusters Score -186625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -184798.937500 Penalty: 2404.008301
	Iteration 0F: 3 clusters Score -184798.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185126.109375 Penalty: 2404.008301
	Iteration 1F: 3 clusters Score -185126.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -185199.171875 Penalty: 2404.008301
	Iteration 2F: 3 clusters Score -185199.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185239.953125 Penalty: 2404.008301
	Iteration 3Q: 3 clusters Score -185240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -185268.968750 Penalty: 2404.008301
	Iteration 4Q: 3 clusters Score -185269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -185294.750000 Penalty: 2404.008301
	Iteration 5Q: 3 clusters Score -185294.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -185339.234375 Penalty: 2404.008301
	Iteration 6Q: 3 clusters Score -185339.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -185376.187500 Penalty: 2404.008301
	Iteration 7Q: 3 clusters Score -185376.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -185412.281250 Penalty: 2404.008301
	Iteration 8Q: 3 clusters Score -185412.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -185429.968750 Penalty: 2404.008301
	Iteration 9Q: 3 clusters Score -185430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -185449.359375 Penalty: 2404.008301
	Iteration 10Q: 3 clusters Score -185449.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -185464.671875 Penalty: 2404.008301
	Iteration 11Q: 3 clusters Score -185464.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -185475.421875 Penalty: 2404.008301
	Iteration 12Q: 3 clusters Score -185475.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -185490.875000 Penalty: 2404.008301
	Iteration 13Q: 3 clusters Score -185490.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -185508.515625 Penalty: 2404.008301
	Iteration 14Q: 3 clusters Score -185508.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -185518.984375 Penalty: 2404.008301
	Iteration 15Q: 3 clusters Score -185519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185523.500000 Penalty: 2404.008301
	Iteration 16Q: 3 clusters Score -185523.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -185527.500000 Penalty: 2404.008301
	Iteration 17Q: 3 clusters Score -185527.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185530.375000 Penalty: 2404.008301
	Iteration 18Q: 3 clusters Score -185530.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185534.890625 Penalty: 2404.008301
	Iteration 19Q: 3 clusters Score -185534.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -185546.828125 Penalty: 2404.008301
	Iteration 20F: 3 clusters Score -185546.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -185552.359375 Penalty: 2404.008301
	Iteration 21Q: 3 clusters Score -185552.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -185556.265625 Penalty: 2404.008301
	Iteration 22Q: 3 clusters Score -185556.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -185558.187500 Penalty: 2404.008301
	Iteration 23Q: 3 clusters Score -185558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -185560.234375 Penalty: 2404.008301
	Iteration 24Q: 3 clusters Score -185560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -185565.031250 Penalty: 2404.008301
	Iteration 25Q: 3 clusters Score -185565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -185568.703125 Penalty: 2404.008301
	Iteration 26Q: 3 clusters Score -185568.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -185570.703125 Penalty: 2404.008301
	Iteration 27Q: 3 clusters Score -185570.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -185571.640625 Penalty: 2404.008301
	Iteration 28Q: 3 clusters Score -185571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -185573.296875 Penalty: 2404.008301
	Iteration 29Q: 3 clusters Score -185573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -185576.484375 Penalty: 2404.008301
	Iteration 30Q: 3 clusters Score -185576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -185578.734375 Penalty: 2404.008301
	Iteration 31Q: 3 clusters Score -185578.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -185579.921875 Penalty: 2404.008301
	Iteration 32Q: 3 clusters Score -185579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -185580.218750 Penalty: 2404.008301
	Iteration 33Q: 3 clusters Score -185580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -185580.218750 Penalty: 2404.008301
	Iteration 34F: 3 clusters Score -185580.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Entering Unmasked Estep 
Score: -8957821.000000 Penalty: 1827.300903
	Iteration 0F: 2 clusters Score -8957821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -8907145.000000 Penalty: 3654.601807
	Iteration 0F: 3 clusters Score -8907145 nChanged 36128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -8927842.000000 Penalty: 3654.601807
	Iteration 1F: 3 clusters Score -8927842 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -8928319.000000 Penalty: 3654.601807
	Iteration 2Q: 3 clusters Score -8928319 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -8928999.000000 Penalty: 3654.601807
	Iteration 3Q: 3 clusters Score -8928999 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -8929887.000000 Penalty: 3654.601807
	Iteration 4Q: 3 clusters Score -8929887 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -8931222.000000 Penalty: 3654.601807
	Iteration 5Q: 3 clusters Score -8931222 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -8933144.000000 Penalty: 3654.601807
	Iteration 6F: 3 clusters Score -8933144 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -8935760.000000 Penalty: 3654.601807
	Iteration 7F: 3 clusters Score -8935760 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -8939249.000000 Penalty: 3654.601807
	Iteration 8F: 3 clusters Score -8939249 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -8943001.000000 Penalty: 3654.601807
	Iteration 9F: 3 clusters Score -8943001 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -8946617.000000 Penalty: 3654.601807
	Iteration 10F: 3 clusters Score -8946617 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -8949496.000000 Penalty: 3654.601807
	Iteration 11Q: 3 clusters Score -8949496 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -8951426.000000 Penalty: 3654.601807
	Iteration 12Q: 3 clusters Score -8951426 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -8952706.000000 Penalty: 3654.601807
	Iteration 13Q: 3 clusters Score -8952706 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -8953551.000000 Penalty: 3654.601807
	Iteration 14Q: 3 clusters Score -8953551 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -8954105.000000 Penalty: 3654.601807
	Iteration 15Q: 3 clusters Score -8954105 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -8954458.000000 Penalty: 3654.601807
	Iteration 16Q: 3 clusters Score -8954458 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -8954710.000000 Penalty: 3654.601807
	Iteration 17Q: 3 clusters Score -8954710 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -8954888.000000 Penalty: 3654.601807
	Iteration 18Q: 3 clusters Score -8954888 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -8955022.000000 Penalty: 3654.601807
	Iteration 19Q: 3 clusters Score -8955022 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -8955142.000000 Penalty: 3654.601807
	Iteration 20F: 3 clusters Score -8955142 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -8955186.000000 Penalty: 3654.601807
	Iteration 21Q: 3 clusters Score -8955186 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -8955238.000000 Penalty: 3654.601807
	Iteration 22Q: 3 clusters Score -8955238 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -8955296.000000 Penalty: 3654.601807
	Iteration 23Q: 3 clusters Score -8955296 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -8955323.000000 Penalty: 3654.601807
	Iteration 24Q: 3 clusters Score -8955323 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -8955366.000000 Penalty: 3654.601807
	Iteration 25Q: 3 clusters Score -8955366 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -8955391.000000 Penalty: 3654.601807
	Iteration 26Q: 3 clusters Score -8955391 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -8955439.000000 Penalty: 3654.601807
	Iteration 27Q: 3 clusters Score -8955439 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -8955491.000000 Penalty: 3654.601807
	Iteration 28Q: 3 clusters Score -8955491 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -8955547.000000 Penalty: 3654.601807
	Iteration 29Q: 3 clusters Score -8955547 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -8955545.000000 Penalty: 3654.601807
	Iteration 30Q: 3 clusters Score -8955545 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -8955616.000000 Penalty: 3654.601807
	Iteration 31Q: 3 clusters Score -8955616 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -8955681.000000 Penalty: 3654.601807
	Iteration 32Q: 3 clusters Score -8955681 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66300 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -8955742.000000 Penalty: 3654.601807
	Iteration 33Q: 3 clusters Score -8955742 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -8955781.000000 Penalty: 3654.601807
	Iteration 34Q: 3 clusters Score -8955781 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -8955789.000000 Penalty: 3654.601807
	Iteration 35Q: 3 clusters Score -8955789 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -8955829.000000 Penalty: 3654.601807
	Iteration 36Q: 3 clusters Score -8955829 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -8955892.000000 Penalty: 3654.601807
	Iteration 37Q: 3 clusters Score -8955892 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -8955887.000000 Penalty: 3654.601807
	Iteration 38Q: 3 clusters Score -8955887 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -8955921.000000 Penalty: 3654.601807
	Iteration 39Q: 3 clusters Score -8955921 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -8955936.000000 Penalty: 3654.601807
	Iteration 40F: 3 clusters Score -8955936 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -8955938.000000 Penalty: 3654.601807
	Iteration 41Q: 3 clusters Score -8955938 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -8955961.000000 Penalty: 3654.601807
	Iteration 42Q: 3 clusters Score -8955961 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -8956006.000000 Penalty: 3654.601807
	Iteration 43Q: 3 clusters Score -8956006 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -8956016.000000 Penalty: 3654.601807
	Iteration 44Q: 3 clusters Score -8956016 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -8956055.000000 Penalty: 3654.601807
	Iteration 45Q: 3 clusters Score -8956055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -8956059.000000 Penalty: 3654.601807
	Iteration 46Q: 3 clusters Score -8956059 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69414 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -8956094.000000 Penalty: 3654.601807
	Iteration 47Q: 3 clusters Score -8956094 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -8956115.000000 Penalty: 3654.601807
	Iteration 48Q: 3 clusters Score -8956115 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -8956144.000000 Penalty: 3654.601807
	Iteration 49Q: 3 clusters Score -8956144 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -8956146.000000 Penalty: 3654.601807
	Iteration 50Q: 3 clusters Score -8956146 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -8956181.000000 Penalty: 3654.601807
	Iteration 51Q: 3 clusters Score -8956181 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -8956198.000000 Penalty: 3654.601807
	Iteration 52Q: 3 clusters Score -8956198 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -8956173.000000 Penalty: 3654.601807
	Iteration 53Q: 3 clusters Score -8956173 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70562 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -8956225.000000 Penalty: 3654.601807
	Iteration 54Q: 3 clusters Score -8956225 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -8956243.000000 Penalty: 3654.601807
	Iteration 55Q: 3 clusters Score -8956243 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70826 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -8956244.000000 Penalty: 3654.601807
	Iteration 56Q: 3 clusters Score -8956244 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -8956273.000000 Penalty: 3654.601807
	Iteration 57Q: 3 clusters Score -8956273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -8956286.000000 Penalty: 3654.601807
	Iteration 58Q: 3 clusters Score -8956286 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -8956286.000000 Penalty: 3654.601807
	Iteration 59Q: 3 clusters Score -8956286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -8956306.000000 Penalty: 3654.601807
	Iteration 60F: 3 clusters Score -8956306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -8956317.000000 Penalty: 3654.601807
	Iteration 61Q: 3 clusters Score -8956317 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8956566 nChanged 5
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	Iteration 113Q: 3 clusters Score -8956573 nChanged 3
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	Iteration 114Q: 3 clusters Score -8956571 nChanged 3
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	Iteration 122Q: 3 clusters Score -8956582 nChanged 8
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	Iteration 123Q: 3 clusters Score -8956583 nChanged 7
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	Iteration 140F: 3 clusters Score -8956610 nChanged 5
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Score: -8956617.000000 Penalty: 3654.601807
	Iteration 154F: 3 clusters Score -8956617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Entering Unmasked Estep 
Score: -1545924.375000 Penalty: 1542.679443
	Iteration 0F: 2 clusters Score -1545924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1536640.000000 Penalty: 3085.358887
	Iteration 0F: 3 clusters Score -1536640 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1539758.875000 Penalty: 3085.358887
	Iteration 1F: 3 clusters Score -1539759 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1540018.000000 Penalty: 3085.358887
	Iteration 2F: 3 clusters Score -1540018 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1540251.250000 Penalty: 3085.358887
	Iteration 3Q: 3 clusters Score -1540251 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1540439.375000 Penalty: 3085.358887
	Iteration 4Q: 3 clusters Score -1540439 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1540619.750000 Penalty: 3085.358887
	Iteration 5Q: 3 clusters Score -1540620 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1540815.250000 Penalty: 3085.358887
	Iteration 6Q: 3 clusters Score -1540815 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1541028.750000 Penalty: 3085.358887
	Iteration 7Q: 3 clusters Score -1541029 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1541295.500000 Penalty: 3085.358887
	Iteration 8Q: 3 clusters Score -1541296 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1541571.625000 Penalty: 3085.358887
	Iteration 9Q: 3 clusters Score -1541572 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1541890.000000 Penalty: 3085.358887
	Iteration 10Q: 3 clusters Score -1541890 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1542203.125000 Penalty: 3085.358887
	Iteration 11Q: 3 clusters Score -1542203 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1542480.125000 Penalty: 3085.358887
	Iteration 12Q: 3 clusters Score -1542480 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1542755.750000 Penalty: 3085.358887
	Iteration 13Q: 3 clusters Score -1542756 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1542934.125000 Penalty: 3085.358887
	Iteration 14Q: 3 clusters Score -1542934 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1543056.000000 Penalty: 3085.358887
	Iteration 15Q: 3 clusters Score -1543056 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1543131.375000 Penalty: 3085.358887
	Iteration 16Q: 3 clusters Score -1543131 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1543174.125000 Penalty: 3085.358887
	Iteration 17Q: 3 clusters Score -1543174 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1543197.750000 Penalty: 3085.358887
	Iteration 18Q: 3 clusters Score -1543198 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1543230.250000 Penalty: 3085.358887
	Iteration 19Q: 3 clusters Score -1543230 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1543249.125000 Penalty: 3085.358887
	Iteration 20F: 3 clusters Score -1543249 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1543267.750000 Penalty: 3085.358887
	Iteration 21Q: 3 clusters Score -1543268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1543284.250000 Penalty: 3085.358887
	Iteration 22Q: 3 clusters Score -1543284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1543296.750000 Penalty: 3085.358887
	Iteration 23Q: 3 clusters Score -1543297 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1543307.250000 Penalty: 3085.358887
	Iteration 24Q: 3 clusters Score -1543307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1543315.250000 Penalty: 3085.358887
	Iteration 25Q: 3 clusters Score -1543315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1543321.250000 Penalty: 3085.358887
	Iteration 26Q: 3 clusters Score -1543321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1543334.750000 Penalty: 3085.358887
	Iteration 27Q: 3 clusters Score -1543335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1543345.875000 Penalty: 3085.358887
	Iteration 28Q: 3 clusters Score -1543346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1543353.875000 Penalty: 3085.358887
	Iteration 29Q: 3 clusters Score -1543354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1543365.250000 Penalty: 3085.358887
	Iteration 30Q: 3 clusters Score -1543365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1543375.375000 Penalty: 3085.358887
	Iteration 31Q: 3 clusters Score -1543375 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1543386.500000 Penalty: 3085.358887
	Iteration 32Q: 3 clusters Score -1543386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1543407.875000 Penalty: 3085.358887
	Iteration 33Q: 3 clusters Score -1543408 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1543420.000000 Penalty: 3085.358887
	Iteration 34Q: 3 clusters Score -1543420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1543436.375000 Penalty: 3085.358887
	Iteration 35Q: 3 clusters Score -1543436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1543459.750000 Penalty: 3085.358887
	Iteration 36Q: 3 clusters Score -1543460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1543483.375000 Penalty: 3085.358887
	Iteration 37Q: 3 clusters Score -1543483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1543505.750000 Penalty: 3085.358887
	Iteration 38Q: 3 clusters Score -1543506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1543525.625000 Penalty: 3085.358887
	Iteration 39Q: 3 clusters Score -1543526 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1543545.250000 Penalty: 3085.358887
	Iteration 40F: 3 clusters Score -1543545 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1543566.500000 Penalty: 3085.358887
	Iteration 41Q: 3 clusters Score -1543566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1543588.500000 Penalty: 3085.358887
	Iteration 42Q: 3 clusters Score -1543588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1543610.875000 Penalty: 3085.358887
	Iteration 43Q: 3 clusters Score -1543611 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1543644.000000 Penalty: 3085.358887
	Iteration 44Q: 3 clusters Score -1543644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1543671.625000 Penalty: 3085.358887
	Iteration 45Q: 3 clusters Score -1543672 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1543698.375000 Penalty: 3085.358887
	Iteration 46Q: 3 clusters Score -1543698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1543722.875000 Penalty: 3085.358887
	Iteration 47Q: 3 clusters Score -1543723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1543740.875000 Penalty: 3085.358887
	Iteration 48Q: 3 clusters Score -1543741 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1543764.000000 Penalty: 3085.358887
	Iteration 49Q: 3 clusters Score -1543764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1543788.875000 Penalty: 3085.358887
	Iteration 50Q: 3 clusters Score -1543789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1543817.750000 Penalty: 3085.358887
	Iteration 51Q: 3 clusters Score -1543818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1543844.250000 Penalty: 3085.358887
	Iteration 52Q: 3 clusters Score -1543844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1543871.625000 Penalty: 3085.358887
	Iteration 53Q: 3 clusters Score -1543872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1543904.250000 Penalty: 3085.358887
	Iteration 54Q: 3 clusters Score -1543904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1543942.250000 Penalty: 3085.358887
	Iteration 55Q: 3 clusters Score -1543942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1543981.875000 Penalty: 3085.358887
	Iteration 56Q: 3 clusters Score -1543982 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1544025.875000 Penalty: 3085.358887
	Iteration 57Q: 3 clusters Score -1544026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1544067.750000 Penalty: 3085.358887
	Iteration 58Q: 3 clusters Score -1544068 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1544105.125000 Penalty: 3085.358887
	Iteration 59Q: 3 clusters Score -1544105 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1544140.125000 Penalty: 3085.358887
	Iteration 60F: 3 clusters Score -1544140 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1544175.000000 Penalty: 3085.358887
	Iteration 61Q: 3 clusters Score -1544175 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1544208.000000 Penalty: 3085.358887
	Iteration 62Q: 3 clusters Score -1544208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1544245.000000 Penalty: 3085.358887
	Iteration 63Q: 3 clusters Score -1544245 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1544287.000000 Penalty: 3085.358887
	Iteration 64Q: 3 clusters Score -1544287 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1544325.125000 Penalty: 3085.358887
	Iteration 65Q: 3 clusters Score -1544325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1544358.500000 Penalty: 3085.358887
	Iteration 66Q: 3 clusters Score -1544358 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1544398.375000 Penalty: 3085.358887
	Iteration 67Q: 3 clusters Score -1544398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1544424.000000 Penalty: 3085.358887
	Iteration 68Q: 3 clusters Score -1544424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1544439.625000 Penalty: 3085.358887
	Iteration 69Q: 3 clusters Score -1544440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1544457.375000 Penalty: 3085.358887
	Iteration 70Q: 3 clusters Score -1544457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1544469.625000 Penalty: 3085.358887
	Iteration 71Q: 3 clusters Score -1544470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1544485.625000 Penalty: 3085.358887
	Iteration 72Q: 3 clusters Score -1544486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1544495.625000 Penalty: 3085.358887
	Iteration 73Q: 3 clusters Score -1544496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1544508.125000 Penalty: 3085.358887
	Iteration 74Q: 3 clusters Score -1544508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1544516.250000 Penalty: 3085.358887
	Iteration 75Q: 3 clusters Score -1544516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1544527.000000 Penalty: 3085.358887
	Iteration 76Q: 3 clusters Score -1544527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1544531.250000 Penalty: 3085.358887
	Iteration 77Q: 3 clusters Score -1544531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1544538.875000 Penalty: 3085.358887
	Iteration 78Q: 3 clusters Score -1544539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1544542.250000 Penalty: 3085.358887
	Iteration 79Q: 3 clusters Score -1544542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1544543.625000 Penalty: 3085.358887
	Iteration 80F: 3 clusters Score -1544544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1544552.875000 Penalty: 3085.358887
	Iteration 81Q: 3 clusters Score -1544553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1544554.875000 Penalty: 3085.358887
	Iteration 82Q: 3 clusters Score -1544555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1544559.750000 Penalty: 3085.358887
	Iteration 83Q: 3 clusters Score -1544560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1544566.500000 Penalty: 3085.358887
	Iteration 84Q: 3 clusters Score -1544566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1544568.250000 Penalty: 3085.358887
	Iteration 85Q: 3 clusters Score -1544568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1544568.750000 Penalty: 3085.358887
	Iteration 86Q: 3 clusters Score -1544569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1544570.000000 Penalty: 3085.358887
	Iteration 87Q: 3 clusters Score -1544570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1544574.250000 Penalty: 3085.358887
	Iteration 88Q: 3 clusters Score -1544574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1544578.500000 Penalty: 3085.358887
	Iteration 89Q: 3 clusters Score -1544578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1544582.625000 Penalty: 3085.358887
	Iteration 90Q: 3 clusters Score -1544583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1544585.000000 Penalty: 3085.358887
	Iteration 91Q: 3 clusters Score -1544585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1544591.125000 Penalty: 3085.358887
	Iteration 92Q: 3 clusters Score -1544591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1544594.375000 Penalty: 3085.358887
	Iteration 93Q: 3 clusters Score -1544594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1544594.875000 Penalty: 3085.358887
	Iteration 94Q: 3 clusters Score -1544595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1544596.625000 Penalty: 3085.358887
	Iteration 95Q: 3 clusters Score -1544597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1544597.875000 Penalty: 3085.358887
	Iteration 96Q: 3 clusters Score -1544598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1544596.250000 Penalty: 3085.358887
	Iteration 97Q: 3 clusters Score -1544596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1544597.375000 Penalty: 3085.358887
	Iteration 98Q: 3 clusters Score -1544597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1544600.250000 Penalty: 3085.358887
	Iteration 99Q: 3 clusters Score -1544600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1544599.375000 Penalty: 3085.358887
	Iteration 100F: 3 clusters Score -1544599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1544601.875000 Penalty: 3085.358887
	Iteration 101Q: 3 clusters Score -1544602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1544602.000000 Penalty: 3085.358887
	Iteration 102Q: 3 clusters Score -1544602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1544602.625000 Penalty: 3085.358887
	Iteration 103Q: 3 clusters Score -1544603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1544604.000000 Penalty: 3085.358887
	Iteration 104Q: 3 clusters Score -1544604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1544604.000000 Penalty: 3085.358887
	Iteration 105F: 3 clusters Score -1544604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -41871.875000 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -41871.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41003.222656 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -41003.22 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41163.441406 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -41163.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41215.691406 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -41215.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41232.289062 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -41232.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41243.058594 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -41243.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41249.363281 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -41249.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41249.363281 Penalty: 1966.163452
	Iteration 6F: 3 clusters Score -41249.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Entering Unmasked Estep 
Score: -8833713.000000 Penalty: 1825.046143
	Iteration 0F: 2 clusters Score -8833713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -8783443.000000 Penalty: 3650.092285
	Iteration 0F: 3 clusters Score -8783443 nChanged 35848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -8804540.000000 Penalty: 3650.092285
	Iteration 1F: 3 clusters Score -8804540 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -8805463.000000 Penalty: 3650.092285
	Iteration 2Q: 3 clusters Score -8805463 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -8806877.000000 Penalty: 3650.092285
	Iteration 3Q: 3 clusters Score -8806877 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -8809034.000000 Penalty: 3650.092285
	Iteration 4F: 3 clusters Score -8809034 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -8812204.000000 Penalty: 3650.092285
	Iteration 5F: 3 clusters Score -8812204 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -8816721.000000 Penalty: 3650.092285
	Iteration 6F: 3 clusters Score -8816721 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -8822378.000000 Penalty: 3650.092285
	Iteration 7F: 3 clusters Score -8822378 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -8826480.000000 Penalty: 3650.092285
	Iteration 8F: 3 clusters Score -8826480 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -8827815.000000 Penalty: 3650.092285
	Iteration 9Q: 3 clusters Score -8827815 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -8828408.000000 Penalty: 3650.092285
	Iteration 10Q: 3 clusters Score -8828408 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -8828685.000000 Penalty: 3650.092285
	Iteration 11Q: 3 clusters Score -8828685 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -8828918.000000 Penalty: 3650.092285
	Iteration 12Q: 3 clusters Score -8828918 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -8829105.000000 Penalty: 3650.092285
	Iteration 13Q: 3 clusters Score -8829105 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -8829182.000000 Penalty: 3650.092285
	Iteration 14Q: 3 clusters Score -8829182 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -8829279.000000 Penalty: 3650.092285
	Iteration 15Q: 3 clusters Score -8829279 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -8829331.000000 Penalty: 3650.092285
	Iteration 16Q: 3 clusters Score -8829331 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -8829401.000000 Penalty: 3650.092285
	Iteration 17Q: 3 clusters Score -8829401 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -8829414.000000 Penalty: 3650.092285
	Iteration 18Q: 3 clusters Score -8829414 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -8829457.000000 Penalty: 3650.092285
	Iteration 19Q: 3 clusters Score -8829457 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -8829488.000000 Penalty: 3650.092285
	Iteration 20F: 3 clusters Score -8829488 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -8829526.000000 Penalty: 3650.092285
	Iteration 21Q: 3 clusters Score -8829526 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -8829542.000000 Penalty: 3650.092285
	Iteration 22Q: 3 clusters Score -8829542 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -8829554.000000 Penalty: 3650.092285
	Iteration 23Q: 3 clusters Score -8829554 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -8829535.000000 Penalty: 3650.092285
	Iteration 24Q: 3 clusters Score -8829535 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -8829547.000000 Penalty: 3650.092285
	Iteration 25Q: 3 clusters Score -8829547 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -8829570.000000 Penalty: 3650.092285
	Iteration 26Q: 3 clusters Score -8829570 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -8829588.000000 Penalty: 3650.092285
	Iteration 27Q: 3 clusters Score -8829588 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -8829611.000000 Penalty: 3650.092285
	Iteration 28Q: 3 clusters Score -8829611 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -8829633.000000 Penalty: 3650.092285
	Iteration 29Q: 3 clusters Score -8829633 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -8829637.000000 Penalty: 3650.092285
	Iteration 30Q: 3 clusters Score -8829637 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -8829676.000000 Penalty: 3650.092285
	Iteration 31Q: 3 clusters Score -8829676 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -8829696.000000 Penalty: 3650.092285
	Iteration 32Q: 3 clusters Score -8829696 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -8829688.000000 Penalty: 3650.092285
	Iteration 33Q: 3 clusters Score -8829688 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -8829725.000000 Penalty: 3650.092285
	Iteration 34Q: 3 clusters Score -8829725 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -8829737.000000 Penalty: 3650.092285
	Iteration 35Q: 3 clusters Score -8829737 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -8829753.000000 Penalty: 3650.092285
	Iteration 36Q: 3 clusters Score -8829753 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -8829789.000000 Penalty: 3650.092285
	Iteration 37Q: 3 clusters Score -8829789 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -8829832.000000 Penalty: 3650.092285
	Iteration 38Q: 3 clusters Score -8829832 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -8829885.000000 Penalty: 3650.092285
	Iteration 39Q: 3 clusters Score -8829885 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -8829915.000000 Penalty: 3650.092285
	Iteration 40F: 3 clusters Score -8829915 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -8829943.000000 Penalty: 3650.092285
	Iteration 41Q: 3 clusters Score -8829943 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -8829945.000000 Penalty: 3650.092285
	Iteration 42Q: 3 clusters Score -8829945 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -8830013.000000 Penalty: 3650.092285
	Iteration 43Q: 3 clusters Score -8830013 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 60048 members 
Entering Unmasked Estep 
Score: -8830069.000000 Penalty: 3650.092285
	Iteration 44Q: 3 clusters Score -8830069 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -8830102.000000 Penalty: 3650.092285
	Iteration 45Q: 3 clusters Score -8830102 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -8830151.000000 Penalty: 3650.092285
	Iteration 46Q: 3 clusters Score -8830151 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -8830196.000000 Penalty: 3650.092285
	Iteration 47Q: 3 clusters Score -8830196 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -8830255.000000 Penalty: 3650.092285
	Iteration 48Q: 3 clusters Score -8830255 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -8830308.000000 Penalty: 3650.092285
	Iteration 49Q: 3 clusters Score -8830308 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -8830347.000000 Penalty: 3650.092285
	Iteration 50Q: 3 clusters Score -8830347 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -8830412.000000 Penalty: 3650.092285
	Iteration 51Q: 3 clusters Score -8830412 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -8830468.000000 Penalty: 3650.092285
	Iteration 52Q: 3 clusters Score -8830468 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -8830517.000000 Penalty: 3650.092285
	Iteration 53Q: 3 clusters Score -8830517 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -8830591.000000 Penalty: 3650.092285
	Iteration 54Q: 3 clusters Score -8830591 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -8830639.000000 Penalty: 3650.092285
	Iteration 55Q: 3 clusters Score -8830639 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -8830656.000000 Penalty: 3650.092285
	Iteration 56Q: 3 clusters Score -8830656 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -8830678.000000 Penalty: 3650.092285
	Iteration 57Q: 3 clusters Score -8830678 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -8830701.000000 Penalty: 3650.092285
	Iteration 58Q: 3 clusters Score -8830701 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -8830763.000000 Penalty: 3650.092285
	Iteration 59Q: 3 clusters Score -8830763 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -8830806.000000 Penalty: 3650.092285
	Iteration 60F: 3 clusters Score -8830806 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -8830850.000000 Penalty: 3650.092285
	Iteration 61Q: 3 clusters Score -8830850 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -8830915.000000 Penalty: 3650.092285
	Iteration 62Q: 3 clusters Score -8830915 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -8830957.000000 Penalty: 3650.092285
	Iteration 63Q: 3 clusters Score -8830957 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -8830984.000000 Penalty: 3650.092285
	Iteration 64Q: 3 clusters Score -8830984 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -8831049.000000 Penalty: 3650.092285
	Iteration 65Q: 3 clusters Score -8831049 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -8831130.000000 Penalty: 3650.092285
	Iteration 66Q: 3 clusters Score -8831130 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -8831189.000000 Penalty: 3650.092285
	Iteration 67Q: 3 clusters Score -8831189 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -8831199.000000 Penalty: 3650.092285
	Iteration 68Q: 3 clusters Score -8831199 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -8831262.000000 Penalty: 3650.092285
	Iteration 69Q: 3 clusters Score -8831262 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -8831367.000000 Penalty: 3650.092285
	Iteration 70Q: 3 clusters Score -8831367 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -8831411.000000 Penalty: 3650.092285
	Iteration 71Q: 3 clusters Score -8831411 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -8831449.000000 Penalty: 3650.092285
	Iteration 72Q: 3 clusters Score -8831449 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -8831512.000000 Penalty: 3650.092285
	Iteration 73Q: 3 clusters Score -8831512 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 70001 members 
Entering Unmasked Estep 
Score: -8831544.000000 Penalty: 3650.092285
	Iteration 74Q: 3 clusters Score -8831544 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 70231 members 
Entering Unmasked Estep 
Score: -8831593.000000 Penalty: 3650.092285
	Iteration 75Q: 3 clusters Score -8831593 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -8831619.000000 Penalty: 3650.092285
	Iteration 76Q: 3 clusters Score -8831619 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -8831671.000000 Penalty: 3650.092285
	Iteration 77Q: 3 clusters Score -8831671 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -8831731.000000 Penalty: 3650.092285
	Iteration 78Q: 3 clusters Score -8831731 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -8831764.000000 Penalty: 3650.092285
	Iteration 79Q: 3 clusters Score -8831764 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -8831806.000000 Penalty: 3650.092285
	Iteration 80F: 3 clusters Score -8831806 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -8831829.000000 Penalty: 3650.092285
	Iteration 81Q: 3 clusters Score -8831829 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -8831868.000000 Penalty: 3650.092285
	Iteration 82Q: 3 clusters Score -8831868 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -8831906.000000 Penalty: 3650.092285
	Iteration 83Q: 3 clusters Score -8831906 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
Score: -8831932.000000 Penalty: 3650.092285
	Iteration 84Q: 3 clusters Score -8831932 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -8831990.000000 Penalty: 3650.092285
	Iteration 85Q: 3 clusters Score -8831990 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -8831986.000000 Penalty: 3650.092285
	Iteration 86Q: 3 clusters Score -8831986 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -8832014.000000 Penalty: 3650.092285
	Iteration 87Q: 3 clusters Score -8832014 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -8832047.000000 Penalty: 3650.092285
	Iteration 88Q: 3 clusters Score -8832047 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -8832055.000000 Penalty: 3650.092285
	Iteration 89Q: 3 clusters Score -8832055 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -8832070.000000 Penalty: 3650.092285
	Iteration 90Q: 3 clusters Score -8832070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -8832074.000000 Penalty: 3650.092285
	Iteration 91Q: 3 clusters Score -8832074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -8832083.000000 Penalty: 3650.092285
	Iteration 92Q: 3 clusters Score -8832083 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -8832110.000000 Penalty: 3650.092285
	Iteration 93Q: 3 clusters Score -8832110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -8832120.000000 Penalty: 3650.092285
	Iteration 94Q: 3 clusters Score -8832120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -8832137.000000 Penalty: 3650.092285
	Iteration 95Q: 3 clusters Score -8832137 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -8832153.000000 Penalty: 3650.092285
	Iteration 96Q: 3 clusters Score -8832153 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -8832152.000000 Penalty: 3650.092285
	Iteration 97Q: 3 clusters Score -8832152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -8832180.000000 Penalty: 3650.092285
	Iteration 98Q: 3 clusters Score -8832180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -8832194.000000 Penalty: 3650.092285
	Iteration 99Q: 3 clusters Score -8832194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -8832225.000000 Penalty: 3650.092285
	Iteration 100F: 3 clusters Score -8832225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -8832226.000000 Penalty: 3650.092285
	Iteration 101Q: 3 clusters Score -8832226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -8832250.000000 Penalty: 3650.092285
	Iteration 102Q: 3 clusters Score -8832250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -8832257.000000 Penalty: 3650.092285
	Iteration 103Q: 3 clusters Score -8832257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -8832252.000000 Penalty: 3650.092285
	Iteration 104Q: 3 clusters Score -8832252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -8832249.000000 Penalty: 3650.092285
	Iteration 105Q: 3 clusters Score -8832249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -8832261.000000 Penalty: 3650.092285
	Iteration 106Q: 3 clusters Score -8832261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -8832257.000000 Penalty: 3650.092285
	Iteration 107Q: 3 clusters Score -8832257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -8832272.000000 Penalty: 3650.092285
	Iteration 108Q: 3 clusters Score -8832272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -8832279.000000 Penalty: 3650.092285
	Iteration 109Q: 3 clusters Score -8832279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -8832275.000000 Penalty: 3650.092285
	Iteration 110Q: 3 clusters Score -8832275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -8832270.000000 Penalty: 3650.092285
	Iteration 111Q: 3 clusters Score -8832270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -8832287.000000 Penalty: 3650.092285
	Iteration 112Q: 3 clusters Score -8832287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -8832295.000000 Penalty: 3650.092285
	Iteration 113Q: 3 clusters Score -8832295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -8832284.000000 Penalty: 3650.092285
	Iteration 114Q: 3 clusters Score -8832284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -8832288.000000 Penalty: 3650.092285
	Iteration 115Q: 3 clusters Score -8832288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -8832284.000000 Penalty: 3650.092285
	Iteration 116Q: 3 clusters Score -8832284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -8832292.000000 Penalty: 3650.092285
	Iteration 117Q: 3 clusters Score -8832292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -8832296.000000 Penalty: 3650.092285
	Iteration 118Q: 3 clusters Score -8832296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -8832303.000000 Penalty: 3650.092285
	Iteration 119Q: 3 clusters Score -8832303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -8832298.000000 Penalty: 3650.092285
	Iteration 120F: 3 clusters Score -8832298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -8832300.000000 Penalty: 3650.092285
	Iteration 121Q: 3 clusters Score -8832300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -8832306.000000 Penalty: 3650.092285
	Iteration 122Q: 3 clusters Score -8832306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -8832317.000000 Penalty: 3650.092285
	Iteration 123Q: 3 clusters Score -8832317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -8832317.000000 Penalty: 3650.092285
	Iteration 124Q: 3 clusters Score -8832317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -8832318.000000 Penalty: 3650.092285
	Iteration 125Q: 3 clusters Score -8832318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -8832318.000000 Penalty: 3650.092285
	Iteration 126Q: 3 clusters Score -8832318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -8832315.000000 Penalty: 3650.092285
	Iteration 127Q: 3 clusters Score -8832315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -8832314.000000 Penalty: 3650.092285
	Iteration 128Q: 3 clusters Score -8832314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -8832320.000000 Penalty: 3650.092285
	Iteration 129Q: 3 clusters Score -8832320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -8832325.000000 Penalty: 3650.092285
	Iteration 130Q: 3 clusters Score -8832325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -8832336.000000 Penalty: 3650.092285
	Iteration 131Q: 3 clusters Score -8832336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -8832339.000000 Penalty: 3650.092285
	Iteration 132Q: 3 clusters Score -8832339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -8832342.000000 Penalty: 3650.092285
	Iteration 133Q: 3 clusters Score -8832342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -8832338.000000 Penalty: 3650.092285
	Iteration 134Q: 3 clusters Score -8832338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -8832335.000000 Penalty: 3650.092285
	Iteration 135Q: 3 clusters Score -8832335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -8832335.000000 Penalty: 3650.092285
	Iteration 136F: 3 clusters Score -8832335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -198488.828125 Penalty: 1228.343750
	Iteration 0F: 2 clusters Score -198488.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -196464.687500 Penalty: 2456.687500
	Iteration 0F: 3 clusters Score -196464.7 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -196959.203125 Penalty: 2456.687500
	Iteration 1F: 3 clusters Score -196959.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -197076.484375 Penalty: 2456.687500
	Iteration 2F: 3 clusters Score -197076.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197158.093750 Penalty: 2456.687500
	Iteration 3F: 3 clusters Score -197158.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -197206.000000 Penalty: 2456.687500
	Iteration 4Q: 3 clusters Score -197206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -197241.593750 Penalty: 2456.687500
	Iteration 5Q: 3 clusters Score -197241.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -197269.031250 Penalty: 2456.687500
	Iteration 6Q: 3 clusters Score -197269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -197290.562500 Penalty: 2456.687500
	Iteration 7Q: 3 clusters Score -197290.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -197307.093750 Penalty: 2456.687500
	Iteration 8Q: 3 clusters Score -197307.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -197319.234375 Penalty: 2456.687500
	Iteration 9Q: 3 clusters Score -197319.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -197330.140625 Penalty: 2456.687500
	Iteration 10Q: 3 clusters Score -197330.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -197343.156250 Penalty: 2456.687500
	Iteration 11Q: 3 clusters Score -197343.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197357.453125 Penalty: 2456.687500
	Iteration 12Q: 3 clusters Score -197357.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -197365.953125 Penalty: 2456.687500
	Iteration 13Q: 3 clusters Score -197366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -197370.296875 Penalty: 2456.687500
	Iteration 14Q: 3 clusters Score -197370.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -197374.906250 Penalty: 2456.687500
	Iteration 15Q: 3 clusters Score -197374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197376.750000 Penalty: 2456.687500
	Iteration 16Q: 3 clusters Score -197376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197379.437500 Penalty: 2456.687500
	Iteration 17Q: 3 clusters Score -197379.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -197384.890625 Penalty: 2456.687500
	Iteration 18Q: 3 clusters Score -197384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197392.031250 Penalty: 2456.687500
	Iteration 19Q: 3 clusters Score -197392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -197399.046875 Penalty: 2456.687500
	Iteration 20F: 3 clusters Score -197399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -197404.078125 Penalty: 2456.687500
	Iteration 21Q: 3 clusters Score -197404.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -197409.203125 Penalty: 2456.687500
	Iteration 22Q: 3 clusters Score -197409.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -197413.250000 Penalty: 2456.687500
	Iteration 23Q: 3 clusters Score -197413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197416.843750 Penalty: 2456.687500
	Iteration 24Q: 3 clusters Score -197416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197421.250000 Penalty: 2456.687500
	Iteration 25Q: 3 clusters Score -197421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -197426.578125 Penalty: 2456.687500
	Iteration 26Q: 3 clusters Score -197426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -197430.625000 Penalty: 2456.687500
	Iteration 27Q: 3 clusters Score -197430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -197433.265625 Penalty: 2456.687500
	Iteration 28Q: 3 clusters Score -197433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -197434.500000 Penalty: 2456.687500
	Iteration 29Q: 3 clusters Score -197434.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197435.765625 Penalty: 2456.687500
	Iteration 30Q: 3 clusters Score -197435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -197437.671875 Penalty: 2456.687500
	Iteration 31Q: 3 clusters Score -197437.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -197438.375000 Penalty: 2456.687500
	Iteration 32Q: 3 clusters Score -197438.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -197438.375000 Penalty: 2456.687500
	Iteration 33F: 3 clusters Score -197438.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Entering Unmasked Estep 
Score: -3010922.750000 Penalty: 1656.602539
	Iteration 0F: 2 clusters Score -3010923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2992744.000000 Penalty: 3313.205078
	Iteration 0F: 3 clusters Score -2992744 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2999451.250000 Penalty: 3313.205078
	Iteration 1F: 3 clusters Score -2999451 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2999737.250000 Penalty: 3313.205078
	Iteration 2Q: 3 clusters Score -2999737 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2999986.000000 Penalty: 3313.205078
	Iteration 3Q: 3 clusters Score -2999986 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3000266.750000 Penalty: 3313.205078
	Iteration 4Q: 3 clusters Score -3000267 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3000597.500000 Penalty: 3313.205078
	Iteration 5Q: 3 clusters Score -3000598 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3001031.500000 Penalty: 3313.205078
	Iteration 6Q: 3 clusters Score -3001032 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3001611.500000 Penalty: 3313.205078
	Iteration 7Q: 3 clusters Score -3001612 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3002480.000000 Penalty: 3313.205078
	Iteration 8F: 3 clusters Score -3002480 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3003642.750000 Penalty: 3313.205078
	Iteration 9F: 3 clusters Score -3003643 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3005031.000000 Penalty: 3313.205078
	Iteration 10F: 3 clusters Score -3005031 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3006329.500000 Penalty: 3313.205078
	Iteration 11F: 3 clusters Score -3006330 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3007363.250000 Penalty: 3313.205078
	Iteration 12Q: 3 clusters Score -3007363 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3008025.000000 Penalty: 3313.205078
	Iteration 13Q: 3 clusters Score -3008025 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3008442.750000 Penalty: 3313.205078
	Iteration 14Q: 3 clusters Score -3008443 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3008761.000000 Penalty: 3313.205078
	Iteration 15Q: 3 clusters Score -3008761 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3008970.500000 Penalty: 3313.205078
	Iteration 16Q: 3 clusters Score -3008970 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3009156.000000 Penalty: 3313.205078
	Iteration 17Q: 3 clusters Score -3009156 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3009252.500000 Penalty: 3313.205078
	Iteration 18Q: 3 clusters Score -3009252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3009325.750000 Penalty: 3313.205078
	Iteration 19Q: 3 clusters Score -3009326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3009377.750000 Penalty: 3313.205078
	Iteration 20F: 3 clusters Score -3009378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3009413.500000 Penalty: 3313.205078
	Iteration 21Q: 3 clusters Score -3009414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3009441.500000 Penalty: 3313.205078
	Iteration 22Q: 3 clusters Score -3009442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3009471.500000 Penalty: 3313.205078
	Iteration 23Q: 3 clusters Score -3009472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3009496.750000 Penalty: 3313.205078
	Iteration 24Q: 3 clusters Score -3009497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3009510.000000 Penalty: 3313.205078
	Iteration 25Q: 3 clusters Score -3009510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3009523.500000 Penalty: 3313.205078
	Iteration 26Q: 3 clusters Score -3009524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3009528.000000 Penalty: 3313.205078
	Iteration 27Q: 3 clusters Score -3009528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3009529.500000 Penalty: 3313.205078
	Iteration 28Q: 3 clusters Score -3009530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3009528.250000 Penalty: 3313.205078
	Iteration 29Q: 3 clusters Score -3009528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3009528.250000 Penalty: 3313.205078
	Iteration 30F: 3 clusters Score -3009528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Entering Unmasked Estep 
Score: -1462968.000000 Penalty: 1536.845825
	Iteration 0F: 2 clusters Score -1462968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1454022.875000 Penalty: 3073.691650
	Iteration 0F: 3 clusters Score -1454023 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1457234.125000 Penalty: 3073.691650
	Iteration 1F: 3 clusters Score -1457234 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1457640.250000 Penalty: 3073.691650
	Iteration 2F: 3 clusters Score -1457640 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1458087.250000 Penalty: 3073.691650
	Iteration 3F: 3 clusters Score -1458087 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1458649.000000 Penalty: 3073.691650
	Iteration 4F: 3 clusters Score -1458649 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1459324.250000 Penalty: 3073.691650
	Iteration 5F: 3 clusters Score -1459324 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1459913.125000 Penalty: 3073.691650
	Iteration 6F: 3 clusters Score -1459913 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1460381.125000 Penalty: 3073.691650
	Iteration 7F: 3 clusters Score -1460381 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1460688.250000 Penalty: 3073.691650
	Iteration 8Q: 3 clusters Score -1460688 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1460898.375000 Penalty: 3073.691650
	Iteration 9Q: 3 clusters Score -1460898 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1461034.125000 Penalty: 3073.691650
	Iteration 10Q: 3 clusters Score -1461034 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1461131.125000 Penalty: 3073.691650
	Iteration 11Q: 3 clusters Score -1461131 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1461210.375000 Penalty: 3073.691650
	Iteration 12Q: 3 clusters Score -1461210 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1461261.875000 Penalty: 3073.691650
	Iteration 13Q: 3 clusters Score -1461262 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1461317.375000 Penalty: 3073.691650
	Iteration 14Q: 3 clusters Score -1461317 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1461349.750000 Penalty: 3073.691650
	Iteration 15Q: 3 clusters Score -1461350 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1461373.000000 Penalty: 3073.691650
	Iteration 16Q: 3 clusters Score -1461373 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1461395.750000 Penalty: 3073.691650
	Iteration 17Q: 3 clusters Score -1461396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1461416.250000 Penalty: 3073.691650
	Iteration 18Q: 3 clusters Score -1461416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1461430.625000 Penalty: 3073.691650
	Iteration 19Q: 3 clusters Score -1461431 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1461442.625000 Penalty: 3073.691650
	Iteration 20F: 3 clusters Score -1461443 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1461456.375000 Penalty: 3073.691650
	Iteration 21Q: 3 clusters Score -1461456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1461466.750000 Penalty: 3073.691650
	Iteration 22Q: 3 clusters Score -1461467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1461477.125000 Penalty: 3073.691650
	Iteration 23Q: 3 clusters Score -1461477 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1461483.375000 Penalty: 3073.691650
	Iteration 24Q: 3 clusters Score -1461483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1461493.250000 Penalty: 3073.691650
	Iteration 25Q: 3 clusters Score -1461493 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1461503.875000 Penalty: 3073.691650
	Iteration 26Q: 3 clusters Score -1461504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1461512.250000 Penalty: 3073.691650
	Iteration 27Q: 3 clusters Score -1461512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1461516.125000 Penalty: 3073.691650
	Iteration 28Q: 3 clusters Score -1461516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1461526.125000 Penalty: 3073.691650
	Iteration 29Q: 3 clusters Score -1461526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1461533.375000 Penalty: 3073.691650
	Iteration 30Q: 3 clusters Score -1461533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1461545.375000 Penalty: 3073.691650
	Iteration 31Q: 3 clusters Score -1461545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1461555.875000 Penalty: 3073.691650
	Iteration 32Q: 3 clusters Score -1461556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1461575.625000 Penalty: 3073.691650
	Iteration 33Q: 3 clusters Score -1461576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1461594.000000 Penalty: 3073.691650
	Iteration 34Q: 3 clusters Score -1461594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1461604.000000 Penalty: 3073.691650
	Iteration 35Q: 3 clusters Score -1461604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1461621.875000 Penalty: 3073.691650
	Iteration 36Q: 3 clusters Score -1461622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1461641.625000 Penalty: 3073.691650
	Iteration 37Q: 3 clusters Score -1461642 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1461658.000000 Penalty: 3073.691650
	Iteration 38Q: 3 clusters Score -1461658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1461682.125000 Penalty: 3073.691650
	Iteration 39Q: 3 clusters Score -1461682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1461701.125000 Penalty: 3073.691650
	Iteration 40F: 3 clusters Score -1461701 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1461738.000000 Penalty: 3073.691650
	Iteration 41Q: 3 clusters Score -1461738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1461762.250000 Penalty: 3073.691650
	Iteration 42Q: 3 clusters Score -1461762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1461792.375000 Penalty: 3073.691650
	Iteration 43Q: 3 clusters Score -1461792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1461809.625000 Penalty: 3073.691650
	Iteration 44Q: 3 clusters Score -1461810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1461839.500000 Penalty: 3073.691650
	Iteration 45Q: 3 clusters Score -1461840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1461862.625000 Penalty: 3073.691650
	Iteration 46Q: 3 clusters Score -1461863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1461886.000000 Penalty: 3073.691650
	Iteration 47Q: 3 clusters Score -1461886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1461907.125000 Penalty: 3073.691650
	Iteration 48Q: 3 clusters Score -1461907 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1461927.125000 Penalty: 3073.691650
	Iteration 49Q: 3 clusters Score -1461927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1461940.000000 Penalty: 3073.691650
	Iteration 50Q: 3 clusters Score -1461940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1461943.625000 Penalty: 3073.691650
	Iteration 51Q: 3 clusters Score -1461944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1461951.125000 Penalty: 3073.691650
	Iteration 52Q: 3 clusters Score -1461951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1461952.875000 Penalty: 3073.691650
	Iteration 53Q: 3 clusters Score -1461953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1461959.250000 Penalty: 3073.691650
	Iteration 54Q: 3 clusters Score -1461959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1461965.250000 Penalty: 3073.691650
	Iteration 55Q: 3 clusters Score -1461965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1461966.000000 Penalty: 3073.691650
	Iteration 56Q: 3 clusters Score -1461966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1461971.000000 Penalty: 3073.691650
	Iteration 57Q: 3 clusters Score -1461971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1461977.500000 Penalty: 3073.691650
	Iteration 58Q: 3 clusters Score -1461978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1461980.375000 Penalty: 3073.691650
	Iteration 59Q: 3 clusters Score -1461980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1461988.125000 Penalty: 3073.691650
	Iteration 60F: 3 clusters Score -1461988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1462006.250000 Penalty: 3073.691650
	Iteration 61Q: 3 clusters Score -1462006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1462020.625000 Penalty: 3073.691650
	Iteration 62Q: 3 clusters Score -1462021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1462029.375000 Penalty: 3073.691650
	Iteration 63Q: 3 clusters Score -1462029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1462038.000000 Penalty: 3073.691650
	Iteration 64Q: 3 clusters Score -1462038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1462045.375000 Penalty: 3073.691650
	Iteration 65Q: 3 clusters Score -1462045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1462052.250000 Penalty: 3073.691650
	Iteration 66Q: 3 clusters Score -1462052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1462056.875000 Penalty: 3073.691650
	Iteration 67Q: 3 clusters Score -1462057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1462060.500000 Penalty: 3073.691650
	Iteration 68Q: 3 clusters Score -1462060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1462064.750000 Penalty: 3073.691650
	Iteration 69Q: 3 clusters Score -1462065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1462065.875000 Penalty: 3073.691650
	Iteration 70Q: 3 clusters Score -1462066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1462068.125000 Penalty: 3073.691650
	Iteration 71Q: 3 clusters Score -1462068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1462069.250000 Penalty: 3073.691650
	Iteration 72Q: 3 clusters Score -1462069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1462071.750000 Penalty: 3073.691650
	Iteration 73Q: 3 clusters Score -1462072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1462072.375000 Penalty: 3073.691650
	Iteration 74Q: 3 clusters Score -1462072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1462079.125000 Penalty: 3073.691650
	Iteration 75Q: 3 clusters Score -1462079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1462083.250000 Penalty: 3073.691650
	Iteration 76Q: 3 clusters Score -1462083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1462087.250000 Penalty: 3073.691650
	Iteration 77Q: 3 clusters Score -1462087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1462089.375000 Penalty: 3073.691650
	Iteration 78Q: 3 clusters Score -1462089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1462097.500000 Penalty: 3073.691650
	Iteration 79Q: 3 clusters Score -1462098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1462097.625000 Penalty: 3073.691650
	Iteration 80F: 3 clusters Score -1462098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1462100.000000 Penalty: 3073.691650
	Iteration 81Q: 3 clusters Score -1462100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1462106.125000 Penalty: 3073.691650
	Iteration 82Q: 3 clusters Score -1462106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1462107.375000 Penalty: 3073.691650
	Iteration 83Q: 3 clusters Score -1462107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1462110.625000 Penalty: 3073.691650
	Iteration 84Q: 3 clusters Score -1462111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1462110.250000 Penalty: 3073.691650
	Iteration 85Q: 3 clusters Score -1462110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1462109.125000 Penalty: 3073.691650
	Iteration 86Q: 3 clusters Score -1462109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1462109.125000 Penalty: 3073.691650
	Iteration 87F: 3 clusters Score -1462109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Entering Unmasked Estep 
Score: -1662511.250000 Penalty: 1554.870605
	Iteration 0F: 2 clusters Score -1662511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1652507.500000 Penalty: 3109.741211
	Iteration 0F: 3 clusters Score -1652508 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1655993.625000 Penalty: 3109.741211
	Iteration 1F: 3 clusters Score -1655994 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1656192.625000 Penalty: 3109.741211
	Iteration 2Q: 3 clusters Score -1656193 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1656344.125000 Penalty: 3109.741211
	Iteration 3Q: 3 clusters Score -1656344 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1656470.375000 Penalty: 3109.741211
	Iteration 4Q: 3 clusters Score -1656470 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1656567.500000 Penalty: 3109.741211
	Iteration 5Q: 3 clusters Score -1656568 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1656663.625000 Penalty: 3109.741211
	Iteration 6Q: 3 clusters Score -1656664 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1656747.500000 Penalty: 3109.741211
	Iteration 7Q: 3 clusters Score -1656748 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1656817.750000 Penalty: 3109.741211
	Iteration 8Q: 3 clusters Score -1656818 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1656897.750000 Penalty: 3109.741211
	Iteration 9Q: 3 clusters Score -1656898 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1656997.875000 Penalty: 3109.741211
	Iteration 10Q: 3 clusters Score -1656998 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1657090.750000 Penalty: 3109.741211
	Iteration 11Q: 3 clusters Score -1657091 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1657192.125000 Penalty: 3109.741211
	Iteration 12Q: 3 clusters Score -1657192 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1657293.250000 Penalty: 3109.741211
	Iteration 13Q: 3 clusters Score -1657293 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1657413.000000 Penalty: 3109.741211
	Iteration 14Q: 3 clusters Score -1657413 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1657562.000000 Penalty: 3109.741211
	Iteration 15Q: 3 clusters Score -1657562 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1657742.875000 Penalty: 3109.741211
	Iteration 16Q: 3 clusters Score -1657743 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1657947.250000 Penalty: 3109.741211
	Iteration 17Q: 3 clusters Score -1657947 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1658188.750000 Penalty: 3109.741211
	Iteration 18Q: 3 clusters Score -1658189 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1658468.375000 Penalty: 3109.741211
	Iteration 19Q: 3 clusters Score -1658468 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1658761.750000 Penalty: 3109.741211
	Iteration 20F: 3 clusters Score -1658762 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1659035.750000 Penalty: 3109.741211
	Iteration 21Q: 3 clusters Score -1659036 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1659264.750000 Penalty: 3109.741211
	Iteration 22Q: 3 clusters Score -1659265 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1659413.500000 Penalty: 3109.741211
	Iteration 23Q: 3 clusters Score -1659414 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1659528.000000 Penalty: 3109.741211
	Iteration 24Q: 3 clusters Score -1659528 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1659611.500000 Penalty: 3109.741211
	Iteration 25Q: 3 clusters Score -1659612 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1659699.250000 Penalty: 3109.741211
	Iteration 26Q: 3 clusters Score -1659699 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1659779.750000 Penalty: 3109.741211
	Iteration 27Q: 3 clusters Score -1659780 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1659867.625000 Penalty: 3109.741211
	Iteration 28Q: 3 clusters Score -1659868 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1659961.875000 Penalty: 3109.741211
	Iteration 29Q: 3 clusters Score -1659962 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1660046.750000 Penalty: 3109.741211
	Iteration 30Q: 3 clusters Score -1660047 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1660114.500000 Penalty: 3109.741211
	Iteration 31Q: 3 clusters Score -1660114 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1660192.000000 Penalty: 3109.741211
	Iteration 32Q: 3 clusters Score -1660192 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1660271.250000 Penalty: 3109.741211
	Iteration 33Q: 3 clusters Score -1660271 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1660332.625000 Penalty: 3109.741211
	Iteration 34Q: 3 clusters Score -1660333 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1660376.750000 Penalty: 3109.741211
	Iteration 35Q: 3 clusters Score -1660377 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1660414.250000 Penalty: 3109.741211
	Iteration 36Q: 3 clusters Score -1660414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1660450.750000 Penalty: 3109.741211
	Iteration 37Q: 3 clusters Score -1660451 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1660466.250000 Penalty: 3109.741211
	Iteration 38Q: 3 clusters Score -1660466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1660476.625000 Penalty: 3109.741211
	Iteration 39Q: 3 clusters Score -1660477 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1660482.375000 Penalty: 3109.741211
	Iteration 40F: 3 clusters Score -1660482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1660494.500000 Penalty: 3109.741211
	Iteration 41Q: 3 clusters Score -1660494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1660498.500000 Penalty: 3109.741211
	Iteration 42Q: 3 clusters Score -1660498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1660503.125000 Penalty: 3109.741211
	Iteration 43Q: 3 clusters Score -1660503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1660507.625000 Penalty: 3109.741211
	Iteration 44Q: 3 clusters Score -1660508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1660511.750000 Penalty: 3109.741211
	Iteration 45Q: 3 clusters Score -1660512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1660509.875000 Penalty: 3109.741211
	Iteration 46Q: 3 clusters Score -1660510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1660509.375000 Penalty: 3109.741211
	Iteration 47Q: 3 clusters Score -1660509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1660512.375000 Penalty: 3109.741211
	Iteration 48Q: 3 clusters Score -1660512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1660509.500000 Penalty: 3109.741211
	Iteration 49Q: 3 clusters Score -1660510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1660514.125000 Penalty: 3109.741211
	Iteration 50Q: 3 clusters Score -1660514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1660515.125000 Penalty: 3109.741211
	Iteration 51Q: 3 clusters Score -1660515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1660513.500000 Penalty: 3109.741211
	Iteration 52Q: 3 clusters Score -1660514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1660516.750000 Penalty: 3109.741211
	Iteration 53Q: 3 clusters Score -1660517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1660519.375000 Penalty: 3109.741211
	Iteration 54Q: 3 clusters Score -1660519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1660524.500000 Penalty: 3109.741211
	Iteration 55Q: 3 clusters Score -1660524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1660525.000000 Penalty: 3109.741211
	Iteration 56Q: 3 clusters Score -1660525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1660524.250000 Penalty: 3109.741211
	Iteration 57Q: 3 clusters Score -1660524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1660522.000000 Penalty: 3109.741211
	Iteration 58Q: 3 clusters Score -1660522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1660524.250000 Penalty: 3109.741211
	Iteration 59Q: 3 clusters Score -1660524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1660525.750000 Penalty: 3109.741211
	Iteration 60F: 3 clusters Score -1660526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1660525.250000 Penalty: 3109.741211
	Iteration 61Q: 3 clusters Score -1660525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1660523.625000 Penalty: 3109.741211
	Iteration 62Q: 3 clusters Score -1660524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1660520.875000 Penalty: 3109.741211
	Iteration 63Q: 3 clusters Score -1660521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1660523.375000 Penalty: 3109.741211
	Iteration 64Q: 3 clusters Score -1660523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1660523.000000 Penalty: 3109.741211
	Iteration 65Q: 3 clusters Score -1660523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1660523.625000 Penalty: 3109.741211
	Iteration 66Q: 3 clusters Score -1660524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1660528.125000 Penalty: 3109.741211
	Iteration 67Q: 3 clusters Score -1660528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1660526.625000 Penalty: 3109.741211
	Iteration 68Q: 3 clusters Score -1660527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1660526.625000 Penalty: 3109.741211
	Iteration 69F: 3 clusters Score -1660527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (134111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134111 members 
Entering Unmasked Estep 
Score: -15419880.000000 Penalty: 1918.543823
	Iteration 0F: 2 clusters Score -1.541988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -15336180.000000 Penalty: 3837.087646
	Iteration 0F: 3 clusters Score -1.533618e+07 nChanged 64593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -15374155.000000 Penalty: 3837.087646
	Iteration 1F: 3 clusters Score -1.537416e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -15375041.000000 Penalty: 3837.087646
	Iteration 2Q: 3 clusters Score -1.537504e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -15376085.000000 Penalty: 3837.087646
	Iteration 3Q: 3 clusters Score -1.537608e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -15377781.000000 Penalty: 3837.087646
	Iteration 4Q: 3 clusters Score -1.537778e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -15380714.000000 Penalty: 3837.087646
	Iteration 5Q: 3 clusters Score -1.538071e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92612 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -15386004.000000 Penalty: 3837.087646
	Iteration 6F: 3 clusters Score -1.5386e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -15394329.000000 Penalty: 3837.087646
	Iteration 7F: 3 clusters Score -1.539433e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115474 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -15404111.000000 Penalty: 3837.087646
	Iteration 8F: 3 clusters Score -1.540411e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124978 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -15411594.000000 Penalty: 3837.087646
	Iteration 9F: 3 clusters Score -1.541159e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130572 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -15415617.000000 Penalty: 3837.087646
	Iteration 10Q: 3 clusters Score -1.541562e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132849 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -15417215.000000 Penalty: 3837.087646
	Iteration 11Q: 3 clusters Score -1.541722e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133583 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15417877.000000 Penalty: 3837.087646
	Iteration 12Q: 3 clusters Score -1.541788e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133779 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15418067.000000 Penalty: 3837.087646
	Iteration 13Q: 3 clusters Score -1.541807e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133852 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15418150.000000 Penalty: 3837.087646
	Iteration 14Q: 3 clusters Score -1.541815e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133882 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15418173.000000 Penalty: 3837.087646
	Iteration 15Q: 3 clusters Score -1.541817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133896 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15418187.000000 Penalty: 3837.087646
	Iteration 16Q: 3 clusters Score -1.541819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133897 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15418182.000000 Penalty: 3837.087646
	Iteration 17Q: 3 clusters Score -1.541818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133900 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15418175.000000 Penalty: 3837.087646
	Iteration 18Q: 3 clusters Score -1.541818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133902 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15418183.000000 Penalty: 3837.087646
	Iteration 19Q: 3 clusters Score -1.541818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133903 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15418178.000000 Penalty: 3837.087646
	Iteration 20F: 3 clusters Score -1.541818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133905 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15418180.000000 Penalty: 3837.087646
	Iteration 21Q: 3 clusters Score -1.541818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133906 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15418187.000000 Penalty: 3837.087646
	Iteration 22Q: 3 clusters Score -1.541819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133908 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15418190.000000 Penalty: 3837.087646
	Iteration 23Q: 3 clusters Score -1.541819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133909 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15418194.000000 Penalty: 3837.087646
	Iteration 24Q: 3 clusters Score -1.541819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133910 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15418193.000000 Penalty: 3837.087646
	Iteration 25Q: 3 clusters Score -1.541819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133911 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15418198.000000 Penalty: 3837.087646
	Iteration 26Q: 3 clusters Score -1.54182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133914 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15418199.000000 Penalty: 3837.087646
	Iteration 27Q: 3 clusters Score -1.54182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133916 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15418211.000000 Penalty: 3837.087646
	Iteration 28Q: 3 clusters Score -1.541821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133916 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15418208.000000 Penalty: 3837.087646
	Iteration 29Q: 3 clusters Score -1.541821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133917 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15418206.000000 Penalty: 3837.087646
	Iteration 30Q: 3 clusters Score -1.541821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133917 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15418213.000000 Penalty: 3837.087646
	Iteration 31Q: 3 clusters Score -1.541821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133917 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15418213.000000 Penalty: 3837.087646
	Iteration 32F: 3 clusters Score -1.541821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -45865.058594 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -45865.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44833.710938 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -44833.71 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44973.445312 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -44973.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45027.308594 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -45027.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45055.656250 Penalty: 1987.664917
	Iteration 3Q: 3 clusters Score -45055.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45068.031250 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -45068.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45079.960938 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -45079.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45081.648438 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -45081.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45087.746094 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -45087.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45091.878906 Penalty: 1987.664917
	Iteration 8Q: 3 clusters Score -45091.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45100.000000 Penalty: 1987.664917
	Iteration 9Q: 3 clusters Score -45100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45102.597656 Penalty: 1987.664917
	Iteration 10Q: 3 clusters Score -45102.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45102.597656 Penalty: 1987.664917
	Iteration 11F: 3 clusters Score -45102.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -115654.343750 Penalty: 1124.448608
	Iteration 0F: 2 clusters Score -115654.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -114201.492188 Penalty: 2248.897217
	Iteration 0F: 3 clusters Score -114201.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -114454.687500 Penalty: 2248.897217
	Iteration 1F: 3 clusters Score -114454.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114514.289062 Penalty: 2248.897217
	Iteration 2F: 3 clusters Score -114514.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -114546.656250 Penalty: 2248.897217
	Iteration 3Q: 3 clusters Score -114546.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -114570.523438 Penalty: 2248.897217
	Iteration 4Q: 3 clusters Score -114570.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114589.484375 Penalty: 2248.897217
	Iteration 5Q: 3 clusters Score -114589.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -114604.179688 Penalty: 2248.897217
	Iteration 6Q: 3 clusters Score -114604.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -114614.265625 Penalty: 2248.897217
	Iteration 7Q: 3 clusters Score -114614.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -114624.664062 Penalty: 2248.897217
	Iteration 8Q: 3 clusters Score -114624.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -114634.601562 Penalty: 2248.897217
	Iteration 9Q: 3 clusters Score -114634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -114648.132812 Penalty: 2248.897217
	Iteration 10Q: 3 clusters Score -114648.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114658.945312 Penalty: 2248.897217
	Iteration 11Q: 3 clusters Score -114658.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -114666.125000 Penalty: 2248.897217
	Iteration 12Q: 3 clusters Score -114666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -114675.648438 Penalty: 2248.897217
	Iteration 13Q: 3 clusters Score -114675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -114686.804688 Penalty: 2248.897217
	Iteration 14Q: 3 clusters Score -114686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -114695.125000 Penalty: 2248.897217
	Iteration 15Q: 3 clusters Score -114695.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -114705.929688 Penalty: 2248.897217
	Iteration 16Q: 3 clusters Score -114705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -114710.687500 Penalty: 2248.897217
	Iteration 17Q: 3 clusters Score -114710.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -114715.265625 Penalty: 2248.897217
	Iteration 18Q: 3 clusters Score -114715.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -114718.179688 Penalty: 2248.897217
	Iteration 19Q: 3 clusters Score -114718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -114718.734375 Penalty: 2248.897217
	Iteration 20F: 3 clusters Score -114718.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -375961.218750 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -375961.2 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 1633 members 
Entering Unmasked Estep 
Score: -373024.500000 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -373024.5 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -373747.937500 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -373747.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -373934.187500 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -373934.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -374076.656250 Penalty: 2631.069336
	Iteration 3F: 3 clusters Score -374076.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -374195.625000 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -374195.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -374306.593750 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -374306.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -374431.062500 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -374431.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -374538.937500 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -374538.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -374639.593750 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -374639.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -374723.343750 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -374723.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -374794.687500 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -374794.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -374863.500000 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -374863.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -374925.156250 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -374925.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -374979.562500 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -374979.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -375014.406250 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -375014.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -375044.968750 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -375045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -375067.843750 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -375067.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -375088.281250 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -375088.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -375096.968750 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -375097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -375103.156250 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -375103.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -375108.187500 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -375108.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -375112.468750 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -375112.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -375115.500000 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -375115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -375118.156250 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -375118.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -375120.968750 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -375121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -375124.875000 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -375124.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -375129.312500 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -375129.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -375131.718750 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -375131.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -375133.250000 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -375133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -375133.718750 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -375133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -375135.375000 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -375135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -375135.343750 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -375135.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -375135.343750 Penalty: 2631.069336
	Iteration 32F: 3 clusters Score -375135.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (109057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109057 members 
Entering Unmasked Estep 
Score: -12780986.000000 Penalty: 1884.939209
	Iteration 0F: 2 clusters Score -1.278099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -12711089.000000 Penalty: 3769.878418
	Iteration 0F: 3 clusters Score -1.271109e+07 nChanged 52352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -12742061.000000 Penalty: 3769.878418
	Iteration 1F: 3 clusters Score -1.274206e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -12743972.000000 Penalty: 3769.878418
	Iteration 2Q: 3 clusters Score -1.274397e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -12747030.000000 Penalty: 3769.878418
	Iteration 3F: 3 clusters Score -1.274703e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -12751805.000000 Penalty: 3769.878418
	Iteration 4F: 3 clusters Score -1.27518e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83574 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -12758405.000000 Penalty: 3769.878418
	Iteration 5F: 3 clusters Score -1.27584e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90670 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -12764910.000000 Penalty: 3769.878418
	Iteration 6F: 3 clusters Score -1.276491e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -12769717.000000 Penalty: 3769.878418
	Iteration 7F: 3 clusters Score -1.276972e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -12772525.000000 Penalty: 3769.878418
	Iteration 8Q: 3 clusters Score -1.277252e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -12774548.000000 Penalty: 3769.878418
	Iteration 9Q: 3 clusters Score -1.277455e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -12776045.000000 Penalty: 3769.878418
	Iteration 10Q: 3 clusters Score -1.277604e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104265 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -12777283.000000 Penalty: 3769.878418
	Iteration 11Q: 3 clusters Score -1.277728e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105342 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -12777948.000000 Penalty: 3769.878418
	Iteration 12Q: 3 clusters Score -1.277795e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -12778537.000000 Penalty: 3769.878418
	Iteration 13Q: 3 clusters Score -1.277854e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -12778857.000000 Penalty: 3769.878418
	Iteration 14Q: 3 clusters Score -1.277886e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -12779027.000000 Penalty: 3769.878418
	Iteration 15Q: 3 clusters Score -1.277903e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107584 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -12779130.000000 Penalty: 3769.878418
	Iteration 16Q: 3 clusters Score -1.277913e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12779217.000000 Penalty: 3769.878418
	Iteration 17Q: 3 clusters Score -1.277922e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107984 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -12779292.000000 Penalty: 3769.878418
	Iteration 18Q: 3 clusters Score -1.277929e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108108 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12779355.000000 Penalty: 3769.878418
	Iteration 19Q: 3 clusters Score -1.277936e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108192 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12779408.000000 Penalty: 3769.878418
	Iteration 20F: 3 clusters Score -1.277941e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12779434.000000 Penalty: 3769.878418
	Iteration 21Q: 3 clusters Score -1.277943e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108310 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12779427.000000 Penalty: 3769.878418
	Iteration 22Q: 3 clusters Score -1.277943e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108355 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12779437.000000 Penalty: 3769.878418
	Iteration 23Q: 3 clusters Score -1.277944e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108390 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12779463.000000 Penalty: 3769.878418
	Iteration 24Q: 3 clusters Score -1.277946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108427 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12779475.000000 Penalty: 3769.878418
	Iteration 25Q: 3 clusters Score -1.277948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12779479.000000 Penalty: 3769.878418
	Iteration 26Q: 3 clusters Score -1.277948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108471 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -12779488.000000 Penalty: 3769.878418
	Iteration 27Q: 3 clusters Score -1.277949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -12779501.000000 Penalty: 3769.878418
	Iteration 28Q: 3 clusters Score -1.27795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12779504.000000 Penalty: 3769.878418
	Iteration 29Q: 3 clusters Score -1.27795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108492 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12779507.000000 Penalty: 3769.878418
	Iteration 30Q: 3 clusters Score -1.277951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12779513.000000 Penalty: 3769.878418
	Iteration 31Q: 3 clusters Score -1.277951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108503 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -12779520.000000 Penalty: 3769.878418
	Iteration 32Q: 3 clusters Score -1.277952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108507 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -12779517.000000 Penalty: 3769.878418
	Iteration 33Q: 3 clusters Score -1.277952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12779511.000000 Penalty: 3769.878418
	Iteration 34Q: 3 clusters Score -1.277951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12779519.000000 Penalty: 3769.878418
	Iteration 35Q: 3 clusters Score -1.277952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12779516.000000 Penalty: 3769.878418
	Iteration 36Q: 3 clusters Score -1.277952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12779517.000000 Penalty: 3769.878418
	Iteration 37Q: 3 clusters Score -1.277952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12779516.000000 Penalty: 3769.878418
	Iteration 38Q: 3 clusters Score -1.277952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108525 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12779515.000000 Penalty: 3769.878418
	Iteration 39Q: 3 clusters Score -1.277952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12779519.000000 Penalty: 3769.878418
	Iteration 40F: 3 clusters Score -1.277952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12779516.000000 Penalty: 3769.878418
	Iteration 41Q: 3 clusters Score -1.277952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108535 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12779517.000000 Penalty: 3769.878418
	Iteration 42Q: 3 clusters Score -1.277952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12779521.000000 Penalty: 3769.878418
	Iteration 43Q: 3 clusters Score -1.277952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12779522.000000 Penalty: 3769.878418
	Iteration 44Q: 3 clusters Score -1.277952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12779527.000000 Penalty: 3769.878418
	Iteration 45Q: 3 clusters Score -1.277953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12779525.000000 Penalty: 3769.878418
	Iteration 46Q: 3 clusters Score -1.277952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12779517.000000 Penalty: 3769.878418
	Iteration 47Q: 3 clusters Score -1.277952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12779516.000000 Penalty: 3769.878418
	Iteration 48Q: 3 clusters Score -1.277952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12779516.000000 Penalty: 3769.878418
	Iteration 49F: 3 clusters Score -1.277952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -16030.515625 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -16030.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15492.695312 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -15492.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15814.427734 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -15814.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16093.673828 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -16093.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16392.099609 Penalty: 1770.189575
	Iteration 3F: 3 clusters Score -16392.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16583.572266 Penalty: 1770.189575
	Iteration 4F: 3 clusters Score -16583.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16783.044922 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -16783.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16783.044922 Penalty: 1770.189575
	Iteration 6F: 3 clusters Score -16783.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 13851 members 
Mstep: Class 3 contains 15294 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 92421 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 76491 members 
Mstep: Class 10 contains 13272 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 75437 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26755 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 14306 members 
Mstep: Class 17 contains 134111 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 109057 members 
Mstep: Class 22 contains 104 members 
Mstep: Class 23 contains 3137 members 
Mstep: Class 24 contains 7658 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 71299 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 128 members 
Entering Unmasked Estep 
Score: -86215872.000000 Penalty: 63808.488281
Splitting cluster 22 changes total score from -86216648.000000 to -86215872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -367464.468750 Penalty: 1308.291138
	Iteration 0F: 2 clusters Score -367464.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -364652.906250 Penalty: 2616.582275
	Iteration 0F: 3 clusters Score -364652.9 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -365309.093750 Penalty: 2616.582275
	Iteration 1F: 3 clusters Score -365309.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -365414.343750 Penalty: 2616.582275
	Iteration 2F: 3 clusters Score -365414.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -365480.343750 Penalty: 2616.582275
	Iteration 3Q: 3 clusters Score -365480.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -365537.406250 Penalty: 2616.582275
	Iteration 4Q: 3 clusters Score -365537.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -365589.781250 Penalty: 2616.582275
	Iteration 5Q: 3 clusters Score -365589.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -365632.750000 Penalty: 2616.582275
	Iteration 6Q: 3 clusters Score -365632.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -365663.093750 Penalty: 2616.582275
	Iteration 7Q: 3 clusters Score -365663.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -365689.562500 Penalty: 2616.582275
	Iteration 8Q: 3 clusters Score -365689.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -365719.437500 Penalty: 2616.582275
	Iteration 9Q: 3 clusters Score -365719.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -365744.062500 Penalty: 2616.582275
	Iteration 10Q: 3 clusters Score -365744.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -365770.218750 Penalty: 2616.582275
	Iteration 11Q: 3 clusters Score -365770.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -365792.500000 Penalty: 2616.582275
	Iteration 12Q: 3 clusters Score -365792.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -365804.937500 Penalty: 2616.582275
	Iteration 13Q: 3 clusters Score -365804.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -365817.906250 Penalty: 2616.582275
	Iteration 14Q: 3 clusters Score -365817.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -365826.593750 Penalty: 2616.582275
	Iteration 15Q: 3 clusters Score -365826.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -365836.218750 Penalty: 2616.582275
	Iteration 16Q: 3 clusters Score -365836.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -365848.437500 Penalty: 2616.582275
	Iteration 17Q: 3 clusters Score -365848.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -365859.406250 Penalty: 2616.582275
	Iteration 18Q: 3 clusters Score -365859.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -365868.156250 Penalty: 2616.582275
	Iteration 19Q: 3 clusters Score -365868.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -365878.437500 Penalty: 2616.582275
	Iteration 20F: 3 clusters Score -365878.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -365888.375000 Penalty: 2616.582275
	Iteration 21Q: 3 clusters Score -365888.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -365895.625000 Penalty: 2616.582275
	Iteration 22Q: 3 clusters Score -365895.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -365900.562500 Penalty: 2616.582275
	Iteration 23Q: 3 clusters Score -365900.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -365906.031250 Penalty: 2616.582275
	Iteration 24Q: 3 clusters Score -365906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -365908.406250 Penalty: 2616.582275
	Iteration 25Q: 3 clusters Score -365908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -365910.156250 Penalty: 2616.582275
	Iteration 26Q: 3 clusters Score -365910.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -365911.406250 Penalty: 2616.582275
	Iteration 27Q: 3 clusters Score -365911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -365912.187500 Penalty: 2616.582275
	Iteration 28Q: 3 clusters Score -365912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -365913.031250 Penalty: 2616.582275
	Iteration 29Q: 3 clusters Score -365913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -365915.343750 Penalty: 2616.582275
	Iteration 30Q: 3 clusters Score -365915.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -365920.906250 Penalty: 2616.582275
	Iteration 31Q: 3 clusters Score -365920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -365923.406250 Penalty: 2616.582275
	Iteration 32Q: 3 clusters Score -365923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -365924.437500 Penalty: 2616.582275
	Iteration 33Q: 3 clusters Score -365924.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -365927.687500 Penalty: 2616.582275
	Iteration 34Q: 3 clusters Score -365927.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -365931.312500 Penalty: 2616.582275
	Iteration 35Q: 3 clusters Score -365931.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -365935.562500 Penalty: 2616.582275
	Iteration 36Q: 3 clusters Score -365935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -365939.093750 Penalty: 2616.582275
	Iteration 37Q: 3 clusters Score -365939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -365944.312500 Penalty: 2616.582275
	Iteration 38Q: 3 clusters Score -365944.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -365948.281250 Penalty: 2616.582275
	Iteration 39Q: 3 clusters Score -365948.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -365951.562500 Penalty: 2616.582275
	Iteration 40F: 3 clusters Score -365951.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -365953.968750 Penalty: 2616.582275
	Iteration 41Q: 3 clusters Score -365954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -365957.593750 Penalty: 2616.582275
	Iteration 42Q: 3 clusters Score -365957.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -365961.093750 Penalty: 2616.582275
	Iteration 43Q: 3 clusters Score -365961.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -365965.750000 Penalty: 2616.582275
	Iteration 44Q: 3 clusters Score -365965.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -365971.625000 Penalty: 2616.582275
	Iteration 45Q: 3 clusters Score -365971.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -365976.000000 Penalty: 2616.582275
	Iteration 46Q: 3 clusters Score -365976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -365978.156250 Penalty: 2616.582275
	Iteration 47Q: 3 clusters Score -365978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -365981.875000 Penalty: 2616.582275
	Iteration 48Q: 3 clusters Score -365981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -365982.625000 Penalty: 2616.582275
	Iteration 49Q: 3 clusters Score -365982.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -365984.156250 Penalty: 2616.582275
	Iteration 50Q: 3 clusters Score -365984.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -365987.531250 Penalty: 2616.582275
	Iteration 51Q: 3 clusters Score -365987.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -365991.437500 Penalty: 2616.582275
	Iteration 52Q: 3 clusters Score -365991.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -365994.531250 Penalty: 2616.582275
	Iteration 53Q: 3 clusters Score -365994.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -365996.218750 Penalty: 2616.582275
	Iteration 54Q: 3 clusters Score -365996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -365998.250000 Penalty: 2616.582275
	Iteration 55Q: 3 clusters Score -365998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -365999.687500 Penalty: 2616.582275
	Iteration 56Q: 3 clusters Score -365999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -365999.687500 Penalty: 2616.582275
	Iteration 57Q: 3 clusters Score -365999.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -366002.843750 Penalty: 2616.582275
	Iteration 58Q: 3 clusters Score -366002.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -366008.343750 Penalty: 2616.582275
	Iteration 59Q: 3 clusters Score -366008.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -366017.437500 Penalty: 2616.582275
	Iteration 60F: 3 clusters Score -366017.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -366026.593750 Penalty: 2616.582275
	Iteration 61Q: 3 clusters Score -366026.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -366034.843750 Penalty: 2616.582275
	Iteration 62Q: 3 clusters Score -366034.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -366049.187500 Penalty: 2616.582275
	Iteration 63Q: 3 clusters Score -366049.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -366060.093750 Penalty: 2616.582275
	Iteration 64Q: 3 clusters Score -366060.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -366068.000000 Penalty: 2616.582275
	Iteration 65Q: 3 clusters Score -366068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -366075.468750 Penalty: 2616.582275
	Iteration 66Q: 3 clusters Score -366075.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -366084.093750 Penalty: 2616.582275
	Iteration 67Q: 3 clusters Score -366084.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -366090.593750 Penalty: 2616.582275
	Iteration 68Q: 3 clusters Score -366090.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -366097.875000 Penalty: 2616.582275
	Iteration 69Q: 3 clusters Score -366097.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -366105.687500 Penalty: 2616.582275
	Iteration 70Q: 3 clusters Score -366105.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -366110.718750 Penalty: 2616.582275
	Iteration 71Q: 3 clusters Score -366110.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -366119.093750 Penalty: 2616.582275
	Iteration 72Q: 3 clusters Score -366119.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -366128.906250 Penalty: 2616.582275
	Iteration 73Q: 3 clusters Score -366128.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -366133.468750 Penalty: 2616.582275
	Iteration 74Q: 3 clusters Score -366133.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -366136.125000 Penalty: 2616.582275
	Iteration 75Q: 3 clusters Score -366136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -366137.093750 Penalty: 2616.582275
	Iteration 76Q: 3 clusters Score -366137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -366137.156250 Penalty: 2616.582275
	Iteration 77Q: 3 clusters Score -366137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -366138.750000 Penalty: 2616.582275
	Iteration 78Q: 3 clusters Score -366138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -366139.750000 Penalty: 2616.582275
	Iteration 79Q: 3 clusters Score -366139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -366139.468750 Penalty: 2616.582275
	Iteration 80F: 3 clusters Score -366139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Entering Unmasked Estep 
Score: -840085.625000 Penalty: 1453.319824
	Iteration 0F: 2 clusters Score -840085.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -834447.125000 Penalty: 2906.639648
	Iteration 0F: 3 clusters Score -834447.1 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -836336.375000 Penalty: 2906.639648
	Iteration 1F: 3 clusters Score -836336.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -836711.312500 Penalty: 2906.639648
	Iteration 2F: 3 clusters Score -836711.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -837065.125000 Penalty: 2906.639648
	Iteration 3F: 3 clusters Score -837065.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -837407.937500 Penalty: 2906.639648
	Iteration 4F: 3 clusters Score -837407.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -837719.000000 Penalty: 2906.639648
	Iteration 5F: 3 clusters Score -837719 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -838026.187500 Penalty: 2906.639648
	Iteration 6F: 3 clusters Score -838026.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -838301.750000 Penalty: 2906.639648
	Iteration 7Q: 3 clusters Score -838301.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -838556.937500 Penalty: 2906.639648
	Iteration 8Q: 3 clusters Score -838556.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -838749.375000 Penalty: 2906.639648
	Iteration 9Q: 3 clusters Score -838749.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -838883.750000 Penalty: 2906.639648
	Iteration 10Q: 3 clusters Score -838883.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -838948.500000 Penalty: 2906.639648
	Iteration 11Q: 3 clusters Score -838948.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -838986.437500 Penalty: 2906.639648
	Iteration 12Q: 3 clusters Score -838986.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -839011.375000 Penalty: 2906.639648
	Iteration 13Q: 3 clusters Score -839011.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -839025.687500 Penalty: 2906.639648
	Iteration 14Q: 3 clusters Score -839025.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -839035.875000 Penalty: 2906.639648
	Iteration 15Q: 3 clusters Score -839035.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -839037.375000 Penalty: 2906.639648
	Iteration 16Q: 3 clusters Score -839037.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -839038.375000 Penalty: 2906.639648
	Iteration 17Q: 3 clusters Score -839038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -839040.375000 Penalty: 2906.639648
	Iteration 18Q: 3 clusters Score -839040.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -839042.562500 Penalty: 2906.639648
	Iteration 19Q: 3 clusters Score -839042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -839043.500000 Penalty: 2906.639648
	Iteration 20F: 3 clusters Score -839043.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -839043.750000 Penalty: 2906.639648
	Iteration 21Q: 3 clusters Score -839043.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -839045.375000 Penalty: 2906.639648
	Iteration 22Q: 3 clusters Score -839045.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -839047.875000 Penalty: 2906.639648
	Iteration 23Q: 3 clusters Score -839047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -839049.250000 Penalty: 2906.639648
	Iteration 24Q: 3 clusters Score -839049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -839050.937500 Penalty: 2906.639648
	Iteration 25Q: 3 clusters Score -839050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -839050.125000 Penalty: 2906.639648
	Iteration 26Q: 3 clusters Score -839050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -839052.000000 Penalty: 2906.639648
	Iteration 27Q: 3 clusters Score -839052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -839050.812500 Penalty: 2906.639648
	Iteration 28Q: 3 clusters Score -839050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -839055.187500 Penalty: 2906.639648
	Iteration 29Q: 3 clusters Score -839055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -839052.625000 Penalty: 2906.639648
	Iteration 30Q: 3 clusters Score -839052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -839054.750000 Penalty: 2906.639648
	Iteration 31Q: 3 clusters Score -839054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -839054.750000 Penalty: 2906.639648
	Iteration 32F: 3 clusters Score -839054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Entering Unmasked Estep 
Score: -292042.343750 Penalty: 1279.583252
	Iteration 0F: 2 clusters Score -292042.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289533.062500 Penalty: 2559.166504
	Iteration 0F: 3 clusters Score -289533.1 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -290149.343750 Penalty: 2559.166504
	Iteration 1F: 3 clusters Score -290149.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -290244.125000 Penalty: 2559.166504
	Iteration 2F: 3 clusters Score -290244.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -290311.906250 Penalty: 2559.166504
	Iteration 3Q: 3 clusters Score -290311.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -290353.906250 Penalty: 2559.166504
	Iteration 4Q: 3 clusters Score -290353.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -290391.125000 Penalty: 2559.166504
	Iteration 5Q: 3 clusters Score -290391.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -290417.718750 Penalty: 2559.166504
	Iteration 6Q: 3 clusters Score -290417.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -290433.750000 Penalty: 2559.166504
	Iteration 7Q: 3 clusters Score -290433.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -290449.843750 Penalty: 2559.166504
	Iteration 8Q: 3 clusters Score -290449.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -290463.125000 Penalty: 2559.166504
	Iteration 9Q: 3 clusters Score -290463.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -290470.343750 Penalty: 2559.166504
	Iteration 10Q: 3 clusters Score -290470.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -290480.500000 Penalty: 2559.166504
	Iteration 11Q: 3 clusters Score -290480.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -290497.093750 Penalty: 2559.166504
	Iteration 12Q: 3 clusters Score -290497.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -290512.562500 Penalty: 2559.166504
	Iteration 13Q: 3 clusters Score -290512.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -290531.343750 Penalty: 2559.166504
	Iteration 14Q: 3 clusters Score -290531.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -290546.343750 Penalty: 2559.166504
	Iteration 15Q: 3 clusters Score -290546.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -290558.187500 Penalty: 2559.166504
	Iteration 16Q: 3 clusters Score -290558.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -290563.437500 Penalty: 2559.166504
	Iteration 17Q: 3 clusters Score -290563.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -290566.250000 Penalty: 2559.166504
	Iteration 18Q: 3 clusters Score -290566.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -290569.000000 Penalty: 2559.166504
	Iteration 19Q: 3 clusters Score -290569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -290572.593750 Penalty: 2559.166504
	Iteration 20F: 3 clusters Score -290572.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290575.281250 Penalty: 2559.166504
	Iteration 21Q: 3 clusters Score -290575.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -290580.250000 Penalty: 2559.166504
	Iteration 22Q: 3 clusters Score -290580.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -290587.625000 Penalty: 2559.166504
	Iteration 23Q: 3 clusters Score -290587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -290593.093750 Penalty: 2559.166504
	Iteration 24Q: 3 clusters Score -290593.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -290599.906250 Penalty: 2559.166504
	Iteration 25Q: 3 clusters Score -290599.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -290604.062500 Penalty: 2559.166504
	Iteration 26Q: 3 clusters Score -290604.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -290607.500000 Penalty: 2559.166504
	Iteration 27Q: 3 clusters Score -290607.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -290611.125000 Penalty: 2559.166504
	Iteration 28Q: 3 clusters Score -290611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -290613.156250 Penalty: 2559.166504
	Iteration 29Q: 3 clusters Score -290613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -290615.187500 Penalty: 2559.166504
	Iteration 30Q: 3 clusters Score -290615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -290616.218750 Penalty: 2559.166504
	Iteration 31Q: 3 clusters Score -290616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -290618.031250 Penalty: 2559.166504
	Iteration 32Q: 3 clusters Score -290618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -290619.312500 Penalty: 2559.166504
	Iteration 33Q: 3 clusters Score -290619.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -290623.468750 Penalty: 2559.166504
	Iteration 34Q: 3 clusters Score -290623.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -290625.687500 Penalty: 2559.166504
	Iteration 35Q: 3 clusters Score -290625.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -290627.906250 Penalty: 2559.166504
	Iteration 36Q: 3 clusters Score -290627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -290629.343750 Penalty: 2559.166504
	Iteration 37Q: 3 clusters Score -290629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -290631.031250 Penalty: 2559.166504
	Iteration 38Q: 3 clusters Score -290631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -290631.093750 Penalty: 2559.166504
	Iteration 39Q: 3 clusters Score -290631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -290631.250000 Penalty: 2559.166504
	Iteration 40F: 3 clusters Score -290631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -290632.562500 Penalty: 2559.166504
	Iteration 41Q: 3 clusters Score -290632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -290634.281250 Penalty: 2559.166504
	Iteration 42Q: 3 clusters Score -290634.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -290638.500000 Penalty: 2559.166504
	Iteration 43Q: 3 clusters Score -290638.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -290644.093750 Penalty: 2559.166504
	Iteration 44Q: 3 clusters Score -290644.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -290649.000000 Penalty: 2559.166504
	Iteration 45Q: 3 clusters Score -290649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -290653.531250 Penalty: 2559.166504
	Iteration 46Q: 3 clusters Score -290653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -290655.718750 Penalty: 2559.166504
	Iteration 47Q: 3 clusters Score -290655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -290658.125000 Penalty: 2559.166504
	Iteration 48Q: 3 clusters Score -290658.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -290659.937500 Penalty: 2559.166504
	Iteration 49Q: 3 clusters Score -290659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -290661.750000 Penalty: 2559.166504
	Iteration 50Q: 3 clusters Score -290661.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -290664.250000 Penalty: 2559.166504
	Iteration 51Q: 3 clusters Score -290664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -290666.562500 Penalty: 2559.166504
	Iteration 52Q: 3 clusters Score -290666.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -290668.218750 Penalty: 2559.166504
	Iteration 53Q: 3 clusters Score -290668.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -290671.187500 Penalty: 2559.166504
	Iteration 54Q: 3 clusters Score -290671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -290673.500000 Penalty: 2559.166504
	Iteration 55Q: 3 clusters Score -290673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -290673.750000 Penalty: 2559.166504
	Iteration 56Q: 3 clusters Score -290673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -290673.812500 Penalty: 2559.166504
	Iteration 57Q: 3 clusters Score -290673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -290673.812500 Penalty: 2559.166504
	Iteration 58F: 3 clusters Score -290673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Entering Unmasked Estep 
Score: -524160.343750 Penalty: 1377.003662
	Iteration 0F: 2 clusters Score -524160.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -520304.812500 Penalty: 2754.007324
	Iteration 0F: 3 clusters Score -520304.8 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -521350.500000 Penalty: 2754.007324
	Iteration 1F: 3 clusters Score -521350.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -521533.156250 Penalty: 2754.007324
	Iteration 2F: 3 clusters Score -521533.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -521699.406250 Penalty: 2754.007324
	Iteration 3F: 3 clusters Score -521699.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -521860.531250 Penalty: 2754.007324
	Iteration 4Q: 3 clusters Score -521860.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -522020.562500 Penalty: 2754.007324
	Iteration 5Q: 3 clusters Score -522020.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -522198.687500 Penalty: 2754.007324
	Iteration 6F: 3 clusters Score -522198.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -522337.281250 Penalty: 2754.007324
	Iteration 7Q: 3 clusters Score -522337.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -522478.187500 Penalty: 2754.007324
	Iteration 8Q: 3 clusters Score -522478.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -522608.250000 Penalty: 2754.007324
	Iteration 9Q: 3 clusters Score -522608.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -522706.625000 Penalty: 2754.007324
	Iteration 10Q: 3 clusters Score -522706.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -522807.875000 Penalty: 2754.007324
	Iteration 11Q: 3 clusters Score -522807.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -522904.187500 Penalty: 2754.007324
	Iteration 12Q: 3 clusters Score -522904.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -523000.062500 Penalty: 2754.007324
	Iteration 13Q: 3 clusters Score -523000.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -523070.062500 Penalty: 2754.007324
	Iteration 14Q: 3 clusters Score -523070.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -523121.187500 Penalty: 2754.007324
	Iteration 15Q: 3 clusters Score -523121.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -523149.343750 Penalty: 2754.007324
	Iteration 16Q: 3 clusters Score -523149.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -523175.187500 Penalty: 2754.007324
	Iteration 17Q: 3 clusters Score -523175.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -523197.281250 Penalty: 2754.007324
	Iteration 18Q: 3 clusters Score -523197.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -523212.968750 Penalty: 2754.007324
	Iteration 19Q: 3 clusters Score -523213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -523223.812500 Penalty: 2754.007324
	Iteration 20F: 3 clusters Score -523223.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -523233.843750 Penalty: 2754.007324
	Iteration 21Q: 3 clusters Score -523233.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -523240.468750 Penalty: 2754.007324
	Iteration 22Q: 3 clusters Score -523240.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -523246.937500 Penalty: 2754.007324
	Iteration 23Q: 3 clusters Score -523246.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -523252.406250 Penalty: 2754.007324
	Iteration 24Q: 3 clusters Score -523252.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -523263.906250 Penalty: 2754.007324
	Iteration 25Q: 3 clusters Score -523263.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -523272.781250 Penalty: 2754.007324
	Iteration 26Q: 3 clusters Score -523272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -523278.531250 Penalty: 2754.007324
	Iteration 27Q: 3 clusters Score -523278.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -523284.093750 Penalty: 2754.007324
	Iteration 28Q: 3 clusters Score -523284.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -523293.468750 Penalty: 2754.007324
	Iteration 29Q: 3 clusters Score -523293.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -523303.187500 Penalty: 2754.007324
	Iteration 30Q: 3 clusters Score -523303.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -523309.843750 Penalty: 2754.007324
	Iteration 31Q: 3 clusters Score -523309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -523317.437500 Penalty: 2754.007324
	Iteration 32Q: 3 clusters Score -523317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -523319.187500 Penalty: 2754.007324
	Iteration 33Q: 3 clusters Score -523319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -523322.031250 Penalty: 2754.007324
	Iteration 34Q: 3 clusters Score -523322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -523323.906250 Penalty: 2754.007324
	Iteration 35Q: 3 clusters Score -523323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -523325.375000 Penalty: 2754.007324
	Iteration 36Q: 3 clusters Score -523325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -523327.062500 Penalty: 2754.007324
	Iteration 37Q: 3 clusters Score -523327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -523330.625000 Penalty: 2754.007324
	Iteration 38Q: 3 clusters Score -523330.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -523332.500000 Penalty: 2754.007324
	Iteration 39Q: 3 clusters Score -523332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -523333.625000 Penalty: 2754.007324
	Iteration 40F: 3 clusters Score -523333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -523334.687500 Penalty: 2754.007324
	Iteration 41Q: 3 clusters Score -523334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -523334.687500 Penalty: 2754.007324
	Iteration 42F: 3 clusters Score -523334.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (71299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Entering Unmasked Estep 
Score: -8265018.000000 Penalty: 1815.878662
	Iteration 0F: 2 clusters Score -8265018 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 35614 members 
Entering Unmasked Estep 
Score: -8217365.500000 Penalty: 3631.757324
	Iteration 0F: 3 clusters Score -8217366 nChanged 33927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -8237019.500000 Penalty: 3631.757324
	Iteration 1F: 3 clusters Score -8237020 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -8237716.000000 Penalty: 3631.757324
	Iteration 2Q: 3 clusters Score -8237716 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -8238370.000000 Penalty: 3631.757324
	Iteration 3Q: 3 clusters Score -8238370 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -8239018.000000 Penalty: 3631.757324
	Iteration 4Q: 3 clusters Score -8239018 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -8239804.500000 Penalty: 3631.757324
	Iteration 5Q: 3 clusters Score -8239804 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -8240698.500000 Penalty: 3631.757324
	Iteration 6Q: 3 clusters Score -8240698 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -8241824.000000 Penalty: 3631.757324
	Iteration 7Q: 3 clusters Score -8241824 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -8243398.000000 Penalty: 3631.757324
	Iteration 8Q: 3 clusters Score -8243398 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -8245585.000000 Penalty: 3631.757324
	Iteration 9F: 3 clusters Score -8245585 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -8248501.500000 Penalty: 3631.757324
	Iteration 10F: 3 clusters Score -8248502 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -8251743.000000 Penalty: 3631.757324
	Iteration 11F: 3 clusters Score -8251743 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -8254884.000000 Penalty: 3631.757324
	Iteration 12F: 3 clusters Score -8254884 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -8257629.000000 Penalty: 3631.757324
	Iteration 13Q: 3 clusters Score -8257629 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -8259527.000000 Penalty: 3631.757324
	Iteration 14Q: 3 clusters Score -8259527 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -8260764.000000 Penalty: 3631.757324
	Iteration 15Q: 3 clusters Score -8260764 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8261718.000000 Penalty: 3631.757324
	Iteration 16Q: 3 clusters Score -8261718 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8262343.500000 Penalty: 3631.757324
	Iteration 17Q: 3 clusters Score -8262344 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8262764.000000 Penalty: 3631.757324
	Iteration 18Q: 3 clusters Score -8262764 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70509 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8263025.000000 Penalty: 3631.757324
	Iteration 19Q: 3 clusters Score -8263025 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8263173.000000 Penalty: 3631.757324
	Iteration 20F: 3 clusters Score -8263173 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8263276.000000 Penalty: 3631.757324
	Iteration 21Q: 3 clusters Score -8263276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8263330.500000 Penalty: 3631.757324
	Iteration 22Q: 3 clusters Score -8263330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8263365.500000 Penalty: 3631.757324
	Iteration 23Q: 3 clusters Score -8263366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8263381.500000 Penalty: 3631.757324
	Iteration 24Q: 3 clusters Score -8263382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8263400.500000 Penalty: 3631.757324
	Iteration 25Q: 3 clusters Score -8263400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8263416.500000 Penalty: 3631.757324
	Iteration 26Q: 3 clusters Score -8263416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8263424.500000 Penalty: 3631.757324
	Iteration 27Q: 3 clusters Score -8263424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8263428.000000 Penalty: 3631.757324
	Iteration 28Q: 3 clusters Score -8263428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8263431.000000 Penalty: 3631.757324
	Iteration 29Q: 3 clusters Score -8263431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8263425.500000 Penalty: 3631.757324
	Iteration 30Q: 3 clusters Score -8263426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8263426.500000 Penalty: 3631.757324
	Iteration 31Q: 3 clusters Score -8263426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8263426.500000 Penalty: 3631.757324
	Iteration 32F: 3 clusters Score -8263426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -465627.718750 Penalty: 1349.681274
	Iteration 0F: 2 clusters Score -465627.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -462251.187500 Penalty: 2699.362549
	Iteration 0F: 3 clusters Score -462251.2 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -463240.750000 Penalty: 2699.362549
	Iteration 1F: 3 clusters Score -463240.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -463444.000000 Penalty: 2699.362549
	Iteration 2F: 3 clusters Score -463444 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -463582.312500 Penalty: 2699.362549
	Iteration 3F: 3 clusters Score -463582.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -463712.625000 Penalty: 2699.362549
	Iteration 4Q: 3 clusters Score -463712.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -463830.500000 Penalty: 2699.362549
	Iteration 5Q: 3 clusters Score -463830.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -463938.593750 Penalty: 2699.362549
	Iteration 6Q: 3 clusters Score -463938.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -464058.125000 Penalty: 2699.362549
	Iteration 7Q: 3 clusters Score -464058.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -464181.750000 Penalty: 2699.362549
	Iteration 8Q: 3 clusters Score -464181.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -464290.937500 Penalty: 2699.362549
	Iteration 9Q: 3 clusters Score -464290.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -464399.062500 Penalty: 2699.362549
	Iteration 10Q: 3 clusters Score -464399.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -464513.687500 Penalty: 2699.362549
	Iteration 11Q: 3 clusters Score -464513.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -464594.218750 Penalty: 2699.362549
	Iteration 12Q: 3 clusters Score -464594.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -464650.781250 Penalty: 2699.362549
	Iteration 13Q: 3 clusters Score -464650.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -464688.781250 Penalty: 2699.362549
	Iteration 14Q: 3 clusters Score -464688.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -464713.812500 Penalty: 2699.362549
	Iteration 15Q: 3 clusters Score -464713.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -464733.187500 Penalty: 2699.362549
	Iteration 16Q: 3 clusters Score -464733.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -464750.437500 Penalty: 2699.362549
	Iteration 17Q: 3 clusters Score -464750.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -464772.718750 Penalty: 2699.362549
	Iteration 18Q: 3 clusters Score -464772.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -464792.406250 Penalty: 2699.362549
	Iteration 19Q: 3 clusters Score -464792.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -464812.343750 Penalty: 2699.362549
	Iteration 20F: 3 clusters Score -464812.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -464825.937500 Penalty: 2699.362549
	Iteration 21Q: 3 clusters Score -464825.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -464831.843750 Penalty: 2699.362549
	Iteration 22Q: 3 clusters Score -464831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -464835.718750 Penalty: 2699.362549
	Iteration 23Q: 3 clusters Score -464835.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -464839.281250 Penalty: 2699.362549
	Iteration 24Q: 3 clusters Score -464839.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -464840.781250 Penalty: 2699.362549
	Iteration 25Q: 3 clusters Score -464840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -464841.843750 Penalty: 2699.362549
	Iteration 26Q: 3 clusters Score -464841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -464842.968750 Penalty: 2699.362549
	Iteration 27Q: 3 clusters Score -464843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -464844.500000 Penalty: 2699.362549
	Iteration 28Q: 3 clusters Score -464844.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -464846.093750 Penalty: 2699.362549
	Iteration 29Q: 3 clusters Score -464846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -464847.906250 Penalty: 2699.362549
	Iteration 30Q: 3 clusters Score -464847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -464848.406250 Penalty: 2699.362549
	Iteration 31Q: 3 clusters Score -464848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -464849.968750 Penalty: 2699.362549
	Iteration 32Q: 3 clusters Score -464850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -464850.031250 Penalty: 2699.362549
	Iteration 33Q: 3 clusters Score -464850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -464850.843750 Penalty: 2699.362549
	Iteration 34Q: 3 clusters Score -464850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -464851.031250 Penalty: 2699.362549
	Iteration 35Q: 3 clusters Score -464851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -464851.031250 Penalty: 2699.362549
	Iteration 36Q: 3 clusters Score -464851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -464851.031250 Penalty: 2699.362549
	Iteration 37F: 3 clusters Score -464851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 13851 members 
Mstep: Class 3 contains 15294 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 92421 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 76491 members 
Mstep: Class 10 contains 13272 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 75437 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26755 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 14306 members 
Mstep: Class 17 contains 134111 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 109057 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3137 members 
Mstep: Class 24 contains 7658 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 71299 members 
Mstep: Class 28 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216488.000000 Penalty: 61608.199219
Iteration 239Q: 29 clusters Score -8.621649e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 13843 members 
Mstep: Class 3 contains 15300 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 92544 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 1632 members 
Mstep: Class 9 contains 76312 members 
Mstep: Class 10 contains 13272 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 75733 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26753 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 14307 members 
Mstep: Class 17 contains 134102 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3285 members 
Mstep: Class 21 contains 108824 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 7658 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 71273 members 
Mstep: Class 28 contains 4048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216240.000000 Penalty: 61608.199219
Iteration 240F: 29 clusters Score -8.621624e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 13843 members 
Mstep: Class 3 contains 15300 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 92625 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 1635 members 
Mstep: Class 9 contains 76122 members 
Mstep: Class 10 contains 13270 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 76031 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26754 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 14310 members 
Mstep: Class 17 contains 134102 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3297 members 
Mstep: Class 21 contains 108621 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 7658 members 
Mstep: Class 25 contains 2627 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 71250 members 
Mstep: Class 28 contains 4052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216112.000000 Penalty: 61608.199219
Iteration 241Q: 29 clusters Score -8.621611e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 13842 members 
Mstep: Class 3 contains 15301 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 92705 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 1637 members 
Mstep: Class 9 contains 75936 members 
Mstep: Class 10 contains 13268 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 76337 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26754 members 
Mstep: Class 15 contains 12803 members 
Mstep: Class 16 contains 14310 members 
Mstep: Class 17 contains 134097 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 108429 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 7657 members 
Mstep: Class 25 contains 2627 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 71217 members 
Mstep: Class 28 contains 4053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216312.000000 Penalty: 61608.199219
Iteration 242Q: 29 clusters Score -8.621631e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 13835 members 
Mstep: Class 3 contains 15307 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 92766 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 75771 members 
Mstep: Class 10 contains 13262 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 76662 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26754 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 14307 members 
Mstep: Class 17 contains 134078 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 21 contains 108236 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 7657 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 71192 members 
Mstep: Class 28 contains 4053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216480.000000 Penalty: 61608.199219
Iteration 243Q: 29 clusters Score -8.621648e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 15307 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 92851 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 75605 members 
Mstep: Class 10 contains 13257 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 76979 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26752 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 14299 members 
Mstep: Class 17 contains 134041 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 108045 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 7657 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 71167 members 
Mstep: Class 28 contains 4054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216488.000000 Penalty: 61608.199219
Iteration 244Q: 29 clusters Score -8.621649e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 13827 members 
Mstep: Class 3 contains 15315 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 92954 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 75438 members 
Mstep: Class 10 contains 13254 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 77308 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26753 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 14295 members 
Mstep: Class 17 contains 133988 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 107842 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 7657 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 71123 members 
Mstep: Class 28 contains 4058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216416.000000 Penalty: 61608.199219
Iteration 245Q: 29 clusters Score -8.621642e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 13819 members 
Mstep: Class 3 contains 15320 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 93055 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 75277 members 
Mstep: Class 10 contains 13254 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 77643 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26750 members 
Mstep: Class 15 contains 12803 members 
Mstep: Class 16 contains 14293 members 
Mstep: Class 17 contains 133951 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 107641 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 7657 members 
Mstep: Class 25 contains 2628 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 71064 members 
Mstep: Class 28 contains 4057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216312.000000 Penalty: 61608.199219
Iteration 246Q: 29 clusters Score -8.621631e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 13809 members 
Mstep: Class 3 contains 15315 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 93124 members 
Mstep: Class 7 contains 3997 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 75136 members 
Mstep: Class 10 contains 13256 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 78001 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26749 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 14289 members 
Mstep: Class 17 contains 133926 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 21 contains 107413 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 7656 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 71023 members 
Mstep: Class 28 contains 4058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216264.000000 Penalty: 61608.199219
Iteration 247Q: 29 clusters Score -8.621626e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 13808 members 
Mstep: Class 3 contains 15315 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 93242 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 1638 members 
Mstep: Class 9 contains 74993 members 
Mstep: Class 10 contains 13253 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 78350 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26746 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 14287 members 
Mstep: Class 17 contains 133901 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 107156 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3142 members 
Mstep: Class 24 contains 7655 members 
Mstep: Class 25 contains 2628 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 70971 members 
Mstep: Class 28 contains 4059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216336.000000 Penalty: 61608.199219
Iteration 248Q: 29 clusters Score -8.621634e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 15317 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 93321 members 
Mstep: Class 7 contains 3999 members 
Mstep: Class 8 contains 1637 members 
Mstep: Class 9 contains 74844 members 
Mstep: Class 10 contains 13255 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 78712 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26746 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 14284 members 
Mstep: Class 17 contains 133851 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 106935 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2630 members 
Mstep: Class 26 contains 4782 members 
Mstep: Class 27 contains 70938 members 
Mstep: Class 28 contains 4058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216648.000000 Penalty: 61608.199219
Iteration 249Q: 29 clusters Score -8.621665e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 15319 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 93393 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 74699 members 
Mstep: Class 10 contains 13249 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 79077 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26746 members 
Mstep: Class 15 contains 12804 members 
Mstep: Class 16 contains 14270 members 
Mstep: Class 17 contains 133819 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3308 members 
Mstep: Class 21 contains 106715 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 70900 members 
Mstep: Class 28 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216592.000000 Penalty: 61608.199219
Iteration 250Q: 29 clusters Score -8.621659e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 15325 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 93444 members 
Mstep: Class 7 contains 4001 members 
Mstep: Class 8 contains 1641 members 
Mstep: Class 9 contains 74551 members 
Mstep: Class 10 contains 13243 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 79438 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26745 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 14269 members 
Mstep: Class 17 contains 133779 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 106514 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 70857 members 
Mstep: Class 28 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216784.000000 Penalty: 61608.199219
Iteration 251Q: 29 clusters Score -8.621678e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 15336 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 93460 members 
Mstep: Class 7 contains 4001 members 
Mstep: Class 8 contains 1641 members 
Mstep: Class 9 contains 74396 members 
Mstep: Class 10 contains 13234 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 79810 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26743 members 
Mstep: Class 15 contains 12796 members 
Mstep: Class 16 contains 14275 members 
Mstep: Class 17 contains 133739 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 21 contains 106334 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 70813 members 
Mstep: Class 28 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217048.000000 Penalty: 61608.199219
Iteration 252Q: 29 clusters Score -8.621705e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 13775 members 
Mstep: Class 3 contains 15341 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 93457 members 
Mstep: Class 7 contains 3999 members 
Mstep: Class 8 contains 1641 members 
Mstep: Class 9 contains 74270 members 
Mstep: Class 10 contains 13230 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 80166 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26744 members 
Mstep: Class 15 contains 12789 members 
Mstep: Class 16 contains 14272 members 
Mstep: Class 17 contains 133728 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 106152 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2627 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 70767 members 
Mstep: Class 28 contains 4066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217008.000000 Penalty: 61608.199219
Iteration 253Q: 29 clusters Score -8.621701e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 15345 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 93431 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 1641 members 
Mstep: Class 9 contains 74140 members 
Mstep: Class 10 contains 13225 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 80540 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26745 members 
Mstep: Class 15 contains 12787 members 
Mstep: Class 16 contains 14265 members 
Mstep: Class 17 contains 133696 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 3323 members 
Mstep: Class 21 contains 105980 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3139 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2627 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 70742 members 
Mstep: Class 28 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216856.000000 Penalty: 61608.199219
Iteration 254Q: 29 clusters Score -8.621686e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 13756 members 
Mstep: Class 3 contains 15348 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 93377 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 74012 members 
Mstep: Class 10 contains 13224 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 80948 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26744 members 
Mstep: Class 15 contains 12786 members 
Mstep: Class 16 contains 14261 members 
Mstep: Class 17 contains 133649 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 105829 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 70701 members 
Mstep: Class 28 contains 4073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216704.000000 Penalty: 61608.199219
Iteration 255Q: 29 clusters Score -8.62167e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 13742 members 
Mstep: Class 3 contains 15349 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 93320 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 73904 members 
Mstep: Class 10 contains 13211 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 81397 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26742 members 
Mstep: Class 15 contains 12778 members 
Mstep: Class 16 contains 14263 members 
Mstep: Class 17 contains 133588 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3325 members 
Mstep: Class 21 contains 105667 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 70664 members 
Mstep: Class 28 contains 4074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216824.000000 Penalty: 61608.199219
Iteration 256Q: 29 clusters Score -8.621682e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 13732 members 
Mstep: Class 3 contains 15353 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 93220 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 73800 members 
Mstep: Class 10 contains 13197 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 81856 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26739 members 
Mstep: Class 15 contains 12779 members 
Mstep: Class 16 contains 14261 members 
Mstep: Class 17 contains 133539 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3327 members 
Mstep: Class 21 contains 105531 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3130 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 70611 members 
Mstep: Class 28 contains 4075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216928.000000 Penalty: 61608.199219
Iteration 257Q: 29 clusters Score -8.621693e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 13724 members 
Mstep: Class 3 contains 15352 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 93145 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 73670 members 
Mstep: Class 10 contains 13179 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 82275 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26734 members 
Mstep: Class 15 contains 12778 members 
Mstep: Class 16 contains 14262 members 
Mstep: Class 17 contains 133503 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3330 members 
Mstep: Class 21 contains 105417 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3125 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2627 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 70551 members 
Mstep: Class 28 contains 4075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217184.000000 Penalty: 61608.199219
Iteration 258Q: 29 clusters Score -8.621718e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 13727 members 
Mstep: Class 3 contains 15349 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 93052 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 73521 members 
Mstep: Class 10 contains 13159 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 82665 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26732 members 
Mstep: Class 15 contains 12776 members 
Mstep: Class 16 contains 14257 members 
Mstep: Class 17 contains 133477 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 105349 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 70491 members 
Mstep: Class 28 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217184.000000 Penalty: 61608.199219
Iteration 259Q: 29 clusters Score -8.621718e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 15343 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 92993 members 
Mstep: Class 7 contains 4002 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 73404 members 
Mstep: Class 10 contains 13147 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 83016 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26729 members 
Mstep: Class 15 contains 12773 members 
Mstep: Class 16 contains 14248 members 
Mstep: Class 17 contains 133432 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3342 members 
Mstep: Class 21 contains 105261 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 70439 members 
Mstep: Class 28 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217224.000000 Penalty: 61608.199219
Iteration 260F: 29 clusters Score -8.621722e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 13719 members 
Mstep: Class 3 contains 15343 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 92939 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 73268 members 
Mstep: Class 10 contains 13133 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 83329 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26728 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 14239 members 
Mstep: Class 17 contains 133407 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3341 members 
Mstep: Class 21 contains 105208 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3125 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 70384 members 
Mstep: Class 28 contains 4080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217232.000000 Penalty: 61608.199219
Iteration 261Q: 29 clusters Score -8.621723e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 13709 members 
Mstep: Class 3 contains 15345 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 92869 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 73129 members 
Mstep: Class 10 contains 13108 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 83634 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26729 members 
Mstep: Class 15 contains 12772 members 
Mstep: Class 16 contains 14238 members 
Mstep: Class 17 contains 133379 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3343 members 
Mstep: Class 21 contains 105180 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2624 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 70343 members 
Mstep: Class 28 contains 4078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217264.000000 Penalty: 61608.199219
Iteration 262Q: 29 clusters Score -8.621726e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 13700 members 
Mstep: Class 3 contains 15346 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 92795 members 
Mstep: Class 7 contains 3993 members 
Mstep: Class 8 contains 1641 members 
Mstep: Class 9 contains 72976 members 
Mstep: Class 10 contains 13097 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 83943 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26731 members 
Mstep: Class 15 contains 12775 members 
Mstep: Class 16 contains 14238 members 
Mstep: Class 17 contains 133334 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 21 contains 105177 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 70284 members 
Mstep: Class 28 contains 4079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217352.000000 Penalty: 61608.199219
Iteration 263Q: 29 clusters Score -8.621735e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 13687 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 92717 members 
Mstep: Class 7 contains 3997 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 72834 members 
Mstep: Class 10 contains 13097 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 84233 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26730 members 
Mstep: Class 15 contains 12772 members 
Mstep: Class 16 contains 14237 members 
Mstep: Class 17 contains 133316 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3347 members 
Mstep: Class 21 contains 105176 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2622 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 70205 members 
Mstep: Class 28 contains 4080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217400.000000 Penalty: 61608.199219
Iteration 264Q: 29 clusters Score -8.62174e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 13687 members 
Mstep: Class 3 contains 15355 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 92637 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 72661 members 
Mstep: Class 10 contains 13094 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 84491 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26735 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 14236 members 
Mstep: Class 17 contains 133292 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 105197 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3121 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2624 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 70149 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217264.000000 Penalty: 61608.199219
Iteration 265Q: 29 clusters Score -8.621726e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 13684 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 92611 members 
Mstep: Class 7 contains 3993 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 72486 members 
Mstep: Class 10 contains 13074 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 84719 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26738 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 14239 members 
Mstep: Class 17 contains 133274 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3350 members 
Mstep: Class 21 contains 105226 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 70099 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217232.000000 Penalty: 61608.199219
Iteration 266Q: 29 clusters Score -8.621723e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 13683 members 
Mstep: Class 3 contains 15347 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 92618 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 72310 members 
Mstep: Class 10 contains 13063 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 84913 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26735 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 14234 members 
Mstep: Class 17 contains 133289 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1013 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 105252 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 4770 members 
Mstep: Class 27 contains 70047 members 
Mstep: Class 28 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217216.000000 Penalty: 61608.199219
Iteration 267Q: 29 clusters Score -8.621722e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 13677 members 
Mstep: Class 3 contains 15341 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 92598 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 72121 members 
Mstep: Class 10 contains 13052 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 85126 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26734 members 
Mstep: Class 15 contains 12769 members 
Mstep: Class 16 contains 14233 members 
Mstep: Class 17 contains 133275 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 105318 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3112 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 69982 members 
Mstep: Class 28 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217192.000000 Penalty: 61608.199219
Iteration 268Q: 29 clusters Score -8.621719e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 13669 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 92596 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 71929 members 
Mstep: Class 10 contains 13042 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 85305 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 12766 members 
Mstep: Class 16 contains 14228 members 
Mstep: Class 17 contains 133262 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 105381 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 69946 members 
Mstep: Class 28 contains 4092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217208.000000 Penalty: 61608.199219
Iteration 269Q: 29 clusters Score -8.621721e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 13669 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 92597 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 1643 members 
Mstep: Class 9 contains 71715 members 
Mstep: Class 10 contains 13031 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 85471 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 12768 members 
Mstep: Class 16 contains 14219 members 
Mstep: Class 17 contains 133273 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 105471 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2624 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 69891 members 
Mstep: Class 28 contains 4098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217104.000000 Penalty: 61608.199219
Iteration 270Q: 29 clusters Score -8.62171e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 13663 members 
Mstep: Class 3 contains 15335 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 92668 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1644 members 
Mstep: Class 9 contains 71486 members 
Mstep: Class 10 contains 13021 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 85616 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 12767 members 
Mstep: Class 16 contains 14212 members 
Mstep: Class 17 contains 133291 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 105520 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2622 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 69817 members 
Mstep: Class 28 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217104.000000 Penalty: 61608.199219
Iteration 271Q: 29 clusters Score -8.62171e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 13661 members 
Mstep: Class 3 contains 15329 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 92778 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 71252 members 
Mstep: Class 10 contains 13010 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 85721 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 12766 members 
Mstep: Class 16 contains 14202 members 
Mstep: Class 17 contains 133301 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 105560 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3096 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 69769 members 
Mstep: Class 28 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217120.000000 Penalty: 61608.199219
Iteration 272Q: 29 clusters Score -8.621712e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 13655 members 
Mstep: Class 3 contains 15331 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 92910 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 1647 members 
Mstep: Class 9 contains 71042 members 
Mstep: Class 10 contains 13006 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 85810 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26735 members 
Mstep: Class 15 contains 12769 members 
Mstep: Class 16 contains 14189 members 
Mstep: Class 17 contains 133290 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 105557 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3093 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 69744 members 
Mstep: Class 28 contains 4117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216888.000000 Penalty: 61608.199219
Iteration 273Q: 29 clusters Score -8.621689e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 13650 members 
Mstep: Class 3 contains 15335 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 93021 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 1648 members 
Mstep: Class 9 contains 70850 members 
Mstep: Class 10 contains 13005 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 85907 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26735 members 
Mstep: Class 15 contains 12765 members 
Mstep: Class 16 contains 14180 members 
Mstep: Class 17 contains 133279 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3352 members 
Mstep: Class 21 contains 105551 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 69722 members 
Mstep: Class 28 contains 4122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217040.000000 Penalty: 61608.199219
Iteration 274Q: 29 clusters Score -8.621704e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 13642 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 93151 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 1648 members 
Mstep: Class 9 contains 70643 members 
Mstep: Class 10 contains 13002 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86004 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 12759 members 
Mstep: Class 16 contains 14171 members 
Mstep: Class 17 contains 133277 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3355 members 
Mstep: Class 21 contains 105571 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3083 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 69692 members 
Mstep: Class 28 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216976.000000 Penalty: 61608.199219
Iteration 275Q: 29 clusters Score -8.621698e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 13642 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 93262 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 70438 members 
Mstep: Class 10 contains 12992 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86101 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 12755 members 
Mstep: Class 16 contains 14165 members 
Mstep: Class 17 contains 133259 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3357 members 
Mstep: Class 21 contains 105590 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3081 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2615 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 69675 members 
Mstep: Class 28 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217096.000000 Penalty: 61608.199219
Iteration 276Q: 29 clusters Score -8.62171e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 13641 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 93351 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 70225 members 
Mstep: Class 10 contains 12982 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86210 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 12752 members 
Mstep: Class 16 contains 14157 members 
Mstep: Class 17 contains 133241 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3355 members 
Mstep: Class 21 contains 105653 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2615 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 69653 members 
Mstep: Class 28 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217216.000000 Penalty: 61608.199219
Iteration 277Q: 29 clusters Score -8.621722e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 13641 members 
Mstep: Class 3 contains 15332 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3710 members 
Mstep: Class 6 contains 93419 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 70010 members 
Mstep: Class 10 contains 12975 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86335 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26736 members 
Mstep: Class 15 contains 12747 members 
Mstep: Class 16 contains 14152 members 
Mstep: Class 17 contains 133219 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 105717 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3070 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 69625 members 
Mstep: Class 28 contains 4142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217184.000000 Penalty: 61608.199219
Iteration 278Q: 29 clusters Score -8.621718e+07 nChanged 937
Entering ConstructFrom: 
Score: -86217184.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (64474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Entering Unmasked Estep 
Score: -7505714.500000 Penalty: 1799.527832
	Iteration 0F: 2 clusters Score -7505714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -7462838.000000 Penalty: 3599.055664
	Iteration 0F: 3 clusters Score -7462838 nChanged 30430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -7480229.500000 Penalty: 3599.055664
	Iteration 1F: 3 clusters Score -7480230 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -7481046.000000 Penalty: 3599.055664
	Iteration 2Q: 3 clusters Score -7481046 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -7482144.500000 Penalty: 3599.055664
	Iteration 3Q: 3 clusters Score -7482144 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -7484095.500000 Penalty: 3599.055664
	Iteration 4F: 3 clusters Score -7484096 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -7487326.500000 Penalty: 3599.055664
	Iteration 5F: 3 clusters Score -7487326 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -7492110.500000 Penalty: 3599.055664
	Iteration 6F: 3 clusters Score -7492110 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -7497309.000000 Penalty: 3599.055664
	Iteration 7F: 3 clusters Score -7497309 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -7501226.500000 Penalty: 3599.055664
	Iteration 8F: 3 clusters Score -7501226 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -7503159.000000 Penalty: 3599.055664
	Iteration 9Q: 3 clusters Score -7503159 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -7503909.500000 Penalty: 3599.055664
	Iteration 10Q: 3 clusters Score -7503910 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -7504235.500000 Penalty: 3599.055664
	Iteration 11Q: 3 clusters Score -7504236 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -7504389.000000 Penalty: 3599.055664
	Iteration 12Q: 3 clusters Score -7504389 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -7504484.000000 Penalty: 3599.055664
	Iteration 13Q: 3 clusters Score -7504484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -7504570.500000 Penalty: 3599.055664
	Iteration 14Q: 3 clusters Score -7504570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -7504626.500000 Penalty: 3599.055664
	Iteration 15Q: 3 clusters Score -7504626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -7504648.500000 Penalty: 3599.055664
	Iteration 16Q: 3 clusters Score -7504648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -7504663.000000 Penalty: 3599.055664
	Iteration 17Q: 3 clusters Score -7504663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -7504677.500000 Penalty: 3599.055664
	Iteration 18Q: 3 clusters Score -7504678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -7504688.000000 Penalty: 3599.055664
	Iteration 19Q: 3 clusters Score -7504688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 63872 members 
Entering Unmasked Estep 
Score: -7504698.500000 Penalty: 3599.055664
	Iteration 20F: 3 clusters Score -7504698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -7504706.500000 Penalty: 3599.055664
	Iteration 21Q: 3 clusters Score -7504706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -7504713.500000 Penalty: 3599.055664
	Iteration 22Q: 3 clusters Score -7504714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -7504724.500000 Penalty: 3599.055664
	Iteration 23Q: 3 clusters Score -7504724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -7504732.000000 Penalty: 3599.055664
	Iteration 24Q: 3 clusters Score -7504732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -7504739.000000 Penalty: 3599.055664
	Iteration 25Q: 3 clusters Score -7504739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -7504748.500000 Penalty: 3599.055664
	Iteration 26Q: 3 clusters Score -7504748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -7504745.000000 Penalty: 3599.055664
	Iteration 27Q: 3 clusters Score -7504745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -7504749.500000 Penalty: 3599.055664
	Iteration 28Q: 3 clusters Score -7504750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -7504755.000000 Penalty: 3599.055664
	Iteration 29Q: 3 clusters Score -7504755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -7504757.500000 Penalty: 3599.055664
	Iteration 30Q: 3 clusters Score -7504758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -7504770.000000 Penalty: 3599.055664
	Iteration 31Q: 3 clusters Score -7504770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -7504775.500000 Penalty: 3599.055664
	Iteration 32Q: 3 clusters Score -7504776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 63787 members 
Entering Unmasked Estep 
Score: -7504782.500000 Penalty: 3599.055664
	Iteration 33Q: 3 clusters Score -7504782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -7504782.000000 Penalty: 3599.055664
	Iteration 34Q: 3 clusters Score -7504782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -7504785.000000 Penalty: 3599.055664
	Iteration 35Q: 3 clusters Score -7504785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -7504786.000000 Penalty: 3599.055664
	Iteration 36Q: 3 clusters Score -7504786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -7504779.500000 Penalty: 3599.055664
	Iteration 37Q: 3 clusters Score -7504780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -7504774.000000 Penalty: 3599.055664
	Iteration 38Q: 3 clusters Score -7504774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -7504774.000000 Penalty: 3599.055664
	Iteration 39F: 3 clusters Score -7504774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Entering Unmasked Estep 
Score: -1592777.750000 Penalty: 1547.111938
	Iteration 0F: 2 clusters Score -1592778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1583294.375000 Penalty: 3094.223877
	Iteration 0F: 3 clusters Score -1583294 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1586559.750000 Penalty: 3094.223877
	Iteration 1F: 3 clusters Score -1586560 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1586846.000000 Penalty: 3094.223877
	Iteration 2F: 3 clusters Score -1586846 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1587077.250000 Penalty: 3094.223877
	Iteration 3Q: 3 clusters Score -1587077 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1587269.250000 Penalty: 3094.223877
	Iteration 4Q: 3 clusters Score -1587269 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1587445.750000 Penalty: 3094.223877
	Iteration 5Q: 3 clusters Score -1587446 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1587646.375000 Penalty: 3094.223877
	Iteration 6Q: 3 clusters Score -1587646 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1587863.500000 Penalty: 3094.223877
	Iteration 7Q: 3 clusters Score -1587864 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1588146.000000 Penalty: 3094.223877
	Iteration 8Q: 3 clusters Score -1588146 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1588527.125000 Penalty: 3094.223877
	Iteration 9Q: 3 clusters Score -1588527 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1589031.375000 Penalty: 3094.223877
	Iteration 10F: 3 clusters Score -1589031 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1589576.625000 Penalty: 3094.223877
	Iteration 11F: 3 clusters Score -1589577 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1590104.625000 Penalty: 3094.223877
	Iteration 12Q: 3 clusters Score -1590105 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1590560.500000 Penalty: 3094.223877
	Iteration 13Q: 3 clusters Score -1590560 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1590901.375000 Penalty: 3094.223877
	Iteration 14Q: 3 clusters Score -1590901 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1591099.875000 Penalty: 3094.223877
	Iteration 15Q: 3 clusters Score -1591100 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1591222.250000 Penalty: 3094.223877
	Iteration 16Q: 3 clusters Score -1591222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1591273.250000 Penalty: 3094.223877
	Iteration 17Q: 3 clusters Score -1591273 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1591320.375000 Penalty: 3094.223877
	Iteration 18Q: 3 clusters Score -1591320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1591349.750000 Penalty: 3094.223877
	Iteration 19Q: 3 clusters Score -1591350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1591376.000000 Penalty: 3094.223877
	Iteration 20F: 3 clusters Score -1591376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1591399.625000 Penalty: 3094.223877
	Iteration 21Q: 3 clusters Score -1591400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1591412.000000 Penalty: 3094.223877
	Iteration 22Q: 3 clusters Score -1591412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1591427.875000 Penalty: 3094.223877
	Iteration 23Q: 3 clusters Score -1591428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1591434.500000 Penalty: 3094.223877
	Iteration 24Q: 3 clusters Score -1591434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1591440.750000 Penalty: 3094.223877
	Iteration 25Q: 3 clusters Score -1591441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1591449.625000 Penalty: 3094.223877
	Iteration 26Q: 3 clusters Score -1591450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1591456.000000 Penalty: 3094.223877
	Iteration 27Q: 3 clusters Score -1591456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1591464.750000 Penalty: 3094.223877
	Iteration 28Q: 3 clusters Score -1591465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1591467.750000 Penalty: 3094.223877
	Iteration 29Q: 3 clusters Score -1591468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1591469.750000 Penalty: 3094.223877
	Iteration 30Q: 3 clusters Score -1591470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1591470.625000 Penalty: 3094.223877
	Iteration 31Q: 3 clusters Score -1591471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1591472.250000 Penalty: 3094.223877
	Iteration 32Q: 3 clusters Score -1591472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1591473.375000 Penalty: 3094.223877
	Iteration 33Q: 3 clusters Score -1591473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1591473.375000 Penalty: 3094.223877
	Iteration 34F: 3 clusters Score -1591473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Entering Unmasked Estep 
Score: -1790223.625000 Penalty: 1566.146973
	Iteration 0F: 2 clusters Score -1790224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1779580.625000 Penalty: 3132.293945
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Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1785091 nChanged 775
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Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1787186 nChanged 361
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Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1787306 nChanged 261
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Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1787392 nChanged 214
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Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1787465 nChanged 195
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Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1787524 nChanged 185
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Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1787578 nChanged 142
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Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1787656 nChanged 131
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Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1787696 nChanged 130
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Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1787724 nChanged 122
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Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1787751 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1787769 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1787796 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1787814 nChanged 82
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Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1787827 nChanged 83
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Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1787841 nChanged 80
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Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1787857 nChanged 78
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Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1787869 nChanged 61
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Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1787883 nChanged 65
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Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1787894 nChanged 56
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Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1787904 nChanged 62
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Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1787914 nChanged 59
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Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 9613 members 
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	Iteration 33Q: 3 clusters Score -1787927 nChanged 67
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Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 9678 members 
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	Iteration 34Q: 3 clusters Score -1787940 nChanged 62
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Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1787946 nChanged 65
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Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1787959 nChanged 61
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Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1787975 nChanged 60
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Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1787986 nChanged 56
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Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1787995 nChanged 53
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Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1788003 nChanged 41
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Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10038 members 
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	Iteration 41Q: 3 clusters Score -1788010 nChanged 47
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Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1788017 nChanged 49
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Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1788023 nChanged 48
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Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1788032 nChanged 54
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Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1788040 nChanged 61
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Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10289 members 
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	Iteration 46Q: 3 clusters Score -1788047 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10346 members 
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	Iteration 47Q: 3 clusters Score -1788056 nChanged 62
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Mstep: Class 1 contains 4930 members 
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	Iteration 48Q: 3 clusters Score -1788068 nChanged 52
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Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1788080 nChanged 49
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Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1788086 nChanged 52
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Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1788094 nChanged 59
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Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1788106 nChanged 59
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Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10675 members 
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	Iteration 53Q: 3 clusters Score -1788118 nChanged 65
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Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1788130 nChanged 61
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Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1788142.250000 Penalty: 3132.293945
	Iteration 55Q: 3 clusters Score -1788142 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4464 members 
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	Iteration 56Q: 3 clusters Score -1788154 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1788178 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1788191.625000 Penalty: 3132.293945
	Iteration 58Q: 3 clusters Score -1788192 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1788207.875000 Penalty: 3132.293945
	Iteration 59Q: 3 clusters Score -1788208 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1788217.875000 Penalty: 3132.293945
	Iteration 60F: 3 clusters Score -1788218 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1788230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1788246 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1788260 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1788273 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1788289.000000 Penalty: 3132.293945
	Iteration 65Q: 3 clusters Score -1788289 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1788314.500000 Penalty: 3132.293945
	Iteration 66Q: 3 clusters Score -1788314 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1788336.000000 Penalty: 3132.293945
	Iteration 67Q: 3 clusters Score -1788336 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1788348 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1788369 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1788382.250000 Penalty: 3132.293945
	Iteration 70Q: 3 clusters Score -1788382 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1788400.000000 Penalty: 3132.293945
	Iteration 71Q: 3 clusters Score -1788400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1788421.000000 Penalty: 3132.293945
	Iteration 72Q: 3 clusters Score -1788421 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1788437 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1788457.000000 Penalty: 3132.293945
	Iteration 74Q: 3 clusters Score -1788457 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1788471 nChanged 55
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Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1788486 nChanged 51
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Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12327 members 
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	Iteration 77Q: 3 clusters Score -1788491 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1788510 nChanged 59
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Mstep: Class 1 contains 2892 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1788522 nChanged 56
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Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1788528 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1788545 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1788555 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1788568 nChanged 52
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Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1788578 nChanged 47
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Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12749 members 
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	Iteration 85Q: 3 clusters Score -1788587 nChanged 45
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Mstep: Class 1 contains 2540 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1788596 nChanged 39
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Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1788603.250000 Penalty: 3132.293945
	Iteration 87Q: 3 clusters Score -1788603 nChanged 24
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Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1788609 nChanged 27
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Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1788614 nChanged 34
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Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1788622.875000 Penalty: 3132.293945
	Iteration 90Q: 3 clusters Score -1788623 nChanged 40
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Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1788629.875000 Penalty: 3132.293945
	Iteration 91Q: 3 clusters Score -1788630 nChanged 38
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Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1788632.375000 Penalty: 3132.293945
	Iteration 92Q: 3 clusters Score -1788632 nChanged 37
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Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1788643.500000 Penalty: 3132.293945
	Iteration 93Q: 3 clusters Score -1788644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1788657.375000 Penalty: 3132.293945
	Iteration 94Q: 3 clusters Score -1788657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1788667.000000 Penalty: 3132.293945
	Iteration 95Q: 3 clusters Score -1788667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1788686.875000 Penalty: 3132.293945
	Iteration 96Q: 3 clusters Score -1788687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1788685.875000 Penalty: 3132.293945
	Iteration 97Q: 3 clusters Score -1788686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1788695.875000 Penalty: 3132.293945
	Iteration 98Q: 3 clusters Score -1788696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1788699.375000 Penalty: 3132.293945
	Iteration 99Q: 3 clusters Score -1788699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1788713.625000 Penalty: 3132.293945
	Iteration 100F: 3 clusters Score -1788714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1788717.750000 Penalty: 3132.293945
	Iteration 101Q: 3 clusters Score -1788718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1788718.625000 Penalty: 3132.293945
	Iteration 102Q: 3 clusters Score -1788719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1788725.500000 Penalty: 3132.293945
	Iteration 103Q: 3 clusters Score -1788726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1788725.875000 Penalty: 3132.293945
	Iteration 104Q: 3 clusters Score -1788726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1788734.500000 Penalty: 3132.293945
	Iteration 105Q: 3 clusters Score -1788734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1788736.875000 Penalty: 3132.293945
	Iteration 106Q: 3 clusters Score -1788737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1788740.875000 Penalty: 3132.293945
	Iteration 107Q: 3 clusters Score -1788741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1788747.500000 Penalty: 3132.293945
	Iteration 108Q: 3 clusters Score -1788748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1788750.500000 Penalty: 3132.293945
	Iteration 109Q: 3 clusters Score -1788750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1788748.125000 Penalty: 3132.293945
	Iteration 110Q: 3 clusters Score -1788748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1788756.875000 Penalty: 3132.293945
	Iteration 111Q: 3 clusters Score -1788757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1788760.000000 Penalty: 3132.293945
	Iteration 112Q: 3 clusters Score -1788760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1788763.375000 Penalty: 3132.293945
	Iteration 113Q: 3 clusters Score -1788763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1788761.875000 Penalty: 3132.293945
	Iteration 114Q: 3 clusters Score -1788762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1788760.250000 Penalty: 3132.293945
	Iteration 115Q: 3 clusters Score -1788760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1788759.500000 Penalty: 3132.293945
	Iteration 116Q: 3 clusters Score -1788760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1788758.875000 Penalty: 3132.293945
	Iteration 117Q: 3 clusters Score -1788759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1788760.500000 Penalty: 3132.293945
	Iteration 118Q: 3 clusters Score -1788760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1788761.625000 Penalty: 3132.293945
	Iteration 119Q: 3 clusters Score -1788762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1788764.375000 Penalty: 3132.293945
	Iteration 120F: 3 clusters Score -1788764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1788764.500000 Penalty: 3132.293945
	Iteration 121Q: 3 clusters Score -1788764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1788764.375000 Penalty: 3132.293945
	Iteration 122Q: 3 clusters Score -1788764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1788766.875000 Penalty: 3132.293945
	Iteration 123Q: 3 clusters Score -1788767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1788765.875000 Penalty: 3132.293945
	Iteration 124Q: 3 clusters Score -1788766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1788768.375000 Penalty: 3132.293945
	Iteration 125Q: 3 clusters Score -1788768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1788766.625000 Penalty: 3132.293945
	Iteration 126Q: 3 clusters Score -1788767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1788768.000000 Penalty: 3132.293945
	Iteration 127Q: 3 clusters Score -1788768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1788769.500000 Penalty: 3132.293945
	Iteration 128Q: 3 clusters Score -1788770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1788769.500000 Penalty: 3132.293945
	Iteration 129F: 3 clusters Score -1788770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -223035.250000 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -223035.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -220929.546875 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -220929.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -221352.046875 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -221352 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -221468.906250 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -221468.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -221530.328125 Penalty: 2473.044189
	Iteration 3F: 3 clusters Score -221530.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -221564.453125 Penalty: 2473.044189
	Iteration 4Q: 3 clusters Score -221564.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -221584.828125 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -221584.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -221598.890625 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -221598.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -221609.703125 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -221609.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -221616.250000 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -221616.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -221620.562500 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -221620.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -221623.640625 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -221623.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -221629.500000 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -221629.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -221632.531250 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -221632.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -221634.265625 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -221634.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -221634.859375 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -221634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -221636.031250 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -221636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -221637.359375 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -221637.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -221637.359375 Penalty: 2473.044189
	Iteration 17F: 3 clusters Score -221637.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -433172.500000 Penalty: 1335.509033
	Iteration 0F: 2 clusters Score -433172.5 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 1906 members 
Entering Unmasked Estep 
Score: -429988.531250 Penalty: 2671.018066
	Iteration 0F: 3 clusters Score -429988.5 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -430803.750000 Penalty: 2671.018066
	Iteration 1F: 3 clusters Score -430803.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -430976.875000 Penalty: 2671.018066
	Iteration 2F: 3 clusters Score -430976.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -431111.062500 Penalty: 2671.018066
	Iteration 3F: 3 clusters Score -431111.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -431214.031250 Penalty: 2671.018066
	Iteration 4Q: 3 clusters Score -431214 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -431308.625000 Penalty: 2671.018066
	Iteration 5Q: 3 clusters Score -431308.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -431414.000000 Penalty: 2671.018066
	Iteration 6Q: 3 clusters Score -431414 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -431508.218750 Penalty: 2671.018066
	Iteration 7Q: 3 clusters Score -431508.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -431593.750000 Penalty: 2671.018066
	Iteration 8Q: 3 clusters Score -431593.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -431665.906250 Penalty: 2671.018066
	Iteration 9Q: 3 clusters Score -431665.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -431731.718750 Penalty: 2671.018066
	Iteration 10Q: 3 clusters Score -431731.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -431794.843750 Penalty: 2671.018066
	Iteration 11Q: 3 clusters Score -431794.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -431851.125000 Penalty: 2671.018066
	Iteration 12Q: 3 clusters Score -431851.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -431891.187500 Penalty: 2671.018066
	Iteration 13Q: 3 clusters Score -431891.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -431921.000000 Penalty: 2671.018066
	Iteration 14Q: 3 clusters Score -431921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -431937.218750 Penalty: 2671.018066
	Iteration 15Q: 3 clusters Score -431937.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -431951.781250 Penalty: 2671.018066
	Iteration 16Q: 3 clusters Score -431951.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -431963.218750 Penalty: 2671.018066
	Iteration 17Q: 3 clusters Score -431963.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -431973.906250 Penalty: 2671.018066
	Iteration 18Q: 3 clusters Score -431973.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -431986.593750 Penalty: 2671.018066
	Iteration 19Q: 3 clusters Score -431986.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -431994.968750 Penalty: 2671.018066
	Iteration 20F: 3 clusters Score -431995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -432001.062500 Penalty: 2671.018066
	Iteration 21Q: 3 clusters Score -432001.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -432005.375000 Penalty: 2671.018066
	Iteration 22Q: 3 clusters Score -432005.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -432010.687500 Penalty: 2671.018066
	Iteration 23Q: 3 clusters Score -432010.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -432013.343750 Penalty: 2671.018066
	Iteration 24Q: 3 clusters Score -432013.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -432013.781250 Penalty: 2671.018066
	Iteration 25Q: 3 clusters Score -432013.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -432018.812500 Penalty: 2671.018066
	Iteration 26Q: 3 clusters Score -432018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -432021.625000 Penalty: 2671.018066
	Iteration 27Q: 3 clusters Score -432021.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -432024.906250 Penalty: 2671.018066
	Iteration 28Q: 3 clusters Score -432024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -432025.968750 Penalty: 2671.018066
	Iteration 29Q: 3 clusters Score -432026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -432027.750000 Penalty: 2671.018066
	Iteration 30Q: 3 clusters Score -432027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -432029.406250 Penalty: 2671.018066
	Iteration 31Q: 3 clusters Score -432029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -432029.281250 Penalty: 2671.018066
	Iteration 32Q: 3 clusters Score -432029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -432029.437500 Penalty: 2671.018066
	Iteration 33Q: 3 clusters Score -432029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -432030.093750 Penalty: 2671.018066
	Iteration 34Q: 3 clusters Score -432030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -432032.218750 Penalty: 2671.018066
	Iteration 35Q: 3 clusters Score -432032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -432033.031250 Penalty: 2671.018066
	Iteration 36Q: 3 clusters Score -432033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -432034.625000 Penalty: 2671.018066
	Iteration 37Q: 3 clusters Score -432034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -432035.281250 Penalty: 2671.018066
	Iteration 38Q: 3 clusters Score -432035.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -432037.218750 Penalty: 2671.018066
	Iteration 39Q: 3 clusters Score -432037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -432038.250000 Penalty: 2671.018066
	Iteration 40F: 3 clusters Score -432038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (93507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93507 members 
Entering Unmasked Estep 
Score: -10955081.000000 Penalty: 1859.941040
	Iteration 0F: 2 clusters Score -1.095508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -10894303.000000 Penalty: 3719.882080
	Iteration 0F: 3 clusters Score -1.08943e+07 nChanged 44776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -10920048.000000 Penalty: 3719.882080
	Iteration 1F: 3 clusters Score -1.092005e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -10920744.000000 Penalty: 3719.882080
	Iteration 2Q: 3 clusters Score -1.092074e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -10921620.000000 Penalty: 3719.882080
	Iteration 3Q: 3 clusters Score -1.092162e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -10922824.000000 Penalty: 3719.882080
	Iteration 4Q: 3 clusters Score -1.092282e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -10924596.000000 Penalty: 3719.882080
	Iteration 5Q: 3 clusters Score -1.09246e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -10927400.000000 Penalty: 3719.882080
	Iteration 6F: 3 clusters Score -1.09274e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -10931652.000000 Penalty: 3719.882080
	Iteration 7F: 3 clusters Score -1.093165e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -10937404.000000 Penalty: 3719.882080
	Iteration 8F: 3 clusters Score -1.09374e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -10943165.000000 Penalty: 3719.882080
	Iteration 9F: 3 clusters Score -1.094316e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -10947203.000000 Penalty: 3719.882080
	Iteration 10Q: 3 clusters Score -1.09472e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -10949913.000000 Penalty: 3719.882080
	Iteration 11Q: 3 clusters Score -1.094991e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -10951390.000000 Penalty: 3719.882080
	Iteration 12Q: 3 clusters Score -1.095139e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91549 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -10952345.000000 Penalty: 3719.882080
	Iteration 13Q: 3 clusters Score -1.095234e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10952797.000000 Penalty: 3719.882080
	Iteration 14Q: 3 clusters Score -1.09528e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10953083.000000 Penalty: 3719.882080
	Iteration 15Q: 3 clusters Score -1.095308e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10953224.000000 Penalty: 3719.882080
	Iteration 16Q: 3 clusters Score -1.095322e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10953301.000000 Penalty: 3719.882080
	Iteration 17Q: 3 clusters Score -1.09533e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10953368.000000 Penalty: 3719.882080
	Iteration 18Q: 3 clusters Score -1.095337e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10953406.000000 Penalty: 3719.882080
	Iteration 19Q: 3 clusters Score -1.095341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93067 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10953435.000000 Penalty: 3719.882080
	Iteration 20F: 3 clusters Score -1.095344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10953455.000000 Penalty: 3719.882080
	Iteration 21Q: 3 clusters Score -1.095346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10953488.000000 Penalty: 3719.882080
	Iteration 22Q: 3 clusters Score -1.095349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93116 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10953491.000000 Penalty: 3719.882080
	Iteration 23Q: 3 clusters Score -1.095349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10953501.000000 Penalty: 3719.882080
	Iteration 24Q: 3 clusters Score -1.09535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -10953506.000000 Penalty: 3719.882080
	Iteration 25Q: 3 clusters Score -1.095351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10953506.000000 Penalty: 3719.882080
	Iteration 26Q: 3 clusters Score -1.095351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10953515.000000 Penalty: 3719.882080
	Iteration 27Q: 3 clusters Score -1.095352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93143 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10953526.000000 Penalty: 3719.882080
	Iteration 28Q: 3 clusters Score -1.095353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10953521.000000 Penalty: 3719.882080
	Iteration 29Q: 3 clusters Score -1.095352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10953523.000000 Penalty: 3719.882080
	Iteration 30Q: 3 clusters Score -1.095352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10953520.000000 Penalty: 3719.882080
	Iteration 31Q: 3 clusters Score -1.095352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10953526.000000 Penalty: 3719.882080
	Iteration 32Q: 3 clusters Score -1.095353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10953528.000000 Penalty: 3719.882080
	Iteration 33Q: 3 clusters Score -1.095353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10953528.000000 Penalty: 3719.882080
	Iteration 34Q: 3 clusters Score -1.095353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10953528.000000 Penalty: 3719.882080
	Iteration 35F: 3 clusters Score -1.095353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -465459.281250 Penalty: 1346.927734
	Iteration 0F: 2 clusters Score -465459.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -462125.031250 Penalty: 2693.855469
	Iteration 0F: 3 clusters Score -462125 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -462956.406250 Penalty: 2693.855469
	Iteration 1F: 3 clusters Score -462956.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -463097.312500 Penalty: 2693.855469
	Iteration 2F: 3 clusters Score -463097.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -463190.937500 Penalty: 2693.855469
	Iteration 3F: 3 clusters Score -463190.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -463252.000000 Penalty: 2693.855469
	Iteration 4Q: 3 clusters Score -463252 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -463301.937500 Penalty: 2693.855469
	Iteration 5Q: 3 clusters Score -463301.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -463348.281250 Penalty: 2693.855469
	Iteration 6Q: 3 clusters Score -463348.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -463394.062500 Penalty: 2693.855469
	Iteration 7Q: 3 clusters Score -463394.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -463445.937500 Penalty: 2693.855469
	Iteration 8Q: 3 clusters Score -463445.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -463495.187500 Penalty: 2693.855469
	Iteration 9Q: 3 clusters Score -463495.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -463533.593750 Penalty: 2693.855469
	Iteration 10Q: 3 clusters Score -463533.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -463565.718750 Penalty: 2693.855469
	Iteration 11Q: 3 clusters Score -463565.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -463593.875000 Penalty: 2693.855469
	Iteration 12Q: 3 clusters Score -463593.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -463623.593750 Penalty: 2693.855469
	Iteration 13Q: 3 clusters Score -463623.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -463648.468750 Penalty: 2693.855469
	Iteration 14Q: 3 clusters Score -463648.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -463688.312500 Penalty: 2693.855469
	Iteration 15Q: 3 clusters Score -463688.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -463729.593750 Penalty: 2693.855469
	Iteration 16Q: 3 clusters Score -463729.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -463770.000000 Penalty: 2693.855469
	Iteration 17Q: 3 clusters Score -463770 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -463809.125000 Penalty: 2693.855469
	Iteration 18Q: 3 clusters Score -463809.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -463864.093750 Penalty: 2693.855469
	Iteration 19Q: 3 clusters Score -463864.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -463911.968750 Penalty: 2693.855469
	Iteration 20F: 3 clusters Score -463912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -463955.593750 Penalty: 2693.855469
	Iteration 21Q: 3 clusters Score -463955.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -464003.593750 Penalty: 2693.855469
	Iteration 22Q: 3 clusters Score -464003.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -464039.375000 Penalty: 2693.855469
	Iteration 23Q: 3 clusters Score -464039.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -464084.281250 Penalty: 2693.855469
	Iteration 24Q: 3 clusters Score -464084.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -464109.468750 Penalty: 2693.855469
	Iteration 25Q: 3 clusters Score -464109.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -464139.625000 Penalty: 2693.855469
	Iteration 26Q: 3 clusters Score -464139.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -464168.937500 Penalty: 2693.855469
	Iteration 27Q: 3 clusters Score -464168.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -464197.906250 Penalty: 2693.855469
	Iteration 28Q: 3 clusters Score -464197.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -464218.281250 Penalty: 2693.855469
	Iteration 29Q: 3 clusters Score -464218.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -464235.687500 Penalty: 2693.855469
	Iteration 30Q: 3 clusters Score -464235.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -464250.468750 Penalty: 2693.855469
	Iteration 31Q: 3 clusters Score -464250.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -464255.656250 Penalty: 2693.855469
	Iteration 32Q: 3 clusters Score -464255.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -464265.187500 Penalty: 2693.855469
	Iteration 33Q: 3 clusters Score -464265.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -464268.718750 Penalty: 2693.855469
	Iteration 34Q: 3 clusters Score -464268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -464270.906250 Penalty: 2693.855469
	Iteration 35Q: 3 clusters Score -464270.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -464270.906250 Penalty: 2693.855469
	Iteration 36F: 3 clusters Score -464270.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -188253.875000 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -188253.9 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 813 members 
Entering Unmasked Estep 
Score: -186362.640625 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -186362.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186768.125000 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -186768.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -186924.609375 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -186924.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -187001.890625 Penalty: 2406.786133
	Iteration 3F: 3 clusters Score -187001.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -187040.937500 Penalty: 2406.786133
	Iteration 4Q: 3 clusters Score -187040.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -187066.687500 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -187066.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -187090.968750 Penalty: 2406.786133
	Iteration 6Q: 3 clusters Score -187091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -187113.671875 Penalty: 2406.786133
	Iteration 7Q: 3 clusters Score -187113.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -187127.000000 Penalty: 2406.786133
	Iteration 8Q: 3 clusters Score -187127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -187136.140625 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -187136.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -187144.390625 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -187144.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -187151.593750 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -187151.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -187160.156250 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -187160.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -187168.640625 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -187168.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -187172.000000 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -187172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -187174.453125 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -187174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -187176.078125 Penalty: 2406.786133
	Iteration 16Q: 3 clusters Score -187176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -187178.078125 Penalty: 2406.786133
	Iteration 17Q: 3 clusters Score -187178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -187179.359375 Penalty: 2406.786133
	Iteration 18Q: 3 clusters Score -187179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -187181.468750 Penalty: 2406.786133
	Iteration 19Q: 3 clusters Score -187181.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -187182.937500 Penalty: 2406.786133
	Iteration 20F: 3 clusters Score -187182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -187183.937500 Penalty: 2406.786133
	Iteration 21Q: 3 clusters Score -187183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -187183.984375 Penalty: 2406.786133
	Iteration 22Q: 3 clusters Score -187184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -187184.187500 Penalty: 2406.786133
	Iteration 23Q: 3 clusters Score -187184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -187185.328125 Penalty: 2406.786133
	Iteration 24Q: 3 clusters Score -187185.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -187187.578125 Penalty: 2406.786133
	Iteration 25Q: 3 clusters Score -187187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -187188.875000 Penalty: 2406.786133
	Iteration 26Q: 3 clusters Score -187188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -187189.312500 Penalty: 2406.786133
	Iteration 27Q: 3 clusters Score -187189.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -187189.953125 Penalty: 2406.786133
	Iteration 28Q: 3 clusters Score -187190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -187190.671875 Penalty: 2406.786133
	Iteration 29Q: 3 clusters Score -187190.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -187192.843750 Penalty: 2406.786133
	Iteration 30Q: 3 clusters Score -187192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -187196.328125 Penalty: 2406.786133
	Iteration 31Q: 3 clusters Score -187196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -187198.531250 Penalty: 2406.786133
	Iteration 32Q: 3 clusters Score -187198.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -187201.140625 Penalty: 2406.786133
	Iteration 33Q: 3 clusters Score -187201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -187203.687500 Penalty: 2406.786133
	Iteration 34Q: 3 clusters Score -187203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -187206.015625 Penalty: 2406.786133
	Iteration 35Q: 3 clusters Score -187206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -187207.468750 Penalty: 2406.786133
	Iteration 36Q: 3 clusters Score -187207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -187208.265625 Penalty: 2406.786133
	Iteration 37Q: 3 clusters Score -187208.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -187208.265625 Penalty: 2406.786133
	Iteration 38F: 3 clusters Score -187208.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Entering Unmasked Estep 
Score: -8173913.500000 Penalty: 1812.397827
	Iteration 0F: 2 clusters Score -8173914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -8127409.500000 Penalty: 3624.795654
	Iteration 0F: 3 clusters Score -8127410 nChanged 33097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -8146713.000000 Penalty: 3624.795654
	Iteration 1F: 3 clusters Score -8146713 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -8147806.000000 Penalty: 3624.795654
	Iteration 2Q: 3 clusters Score -8147806 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -8149426.500000 Penalty: 3624.795654
	Iteration 3Q: 3 clusters Score -8149426 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -8152051.500000 Penalty: 3624.795654
	Iteration 4F: 3 clusters Score -8152052 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -8155950.000000 Penalty: 3624.795654
	Iteration 5F: 3 clusters Score -8155950 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -8160971.000000 Penalty: 3624.795654
	Iteration 6F: 3 clusters Score -8160971 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -8165782.500000 Penalty: 3624.795654
	Iteration 7F: 3 clusters Score -8165782 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -8169326.000000 Penalty: 3624.795654
	Iteration 8F: 3 clusters Score -8169326 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -8171141.500000 Penalty: 3624.795654
	Iteration 9Q: 3 clusters Score -8171142 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -8171817.000000 Penalty: 3624.795654
	Iteration 10Q: 3 clusters Score -8171817 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -8172046.000000 Penalty: 3624.795654
	Iteration 11Q: 3 clusters Score -8172046 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -8172189.000000 Penalty: 3624.795654
	Iteration 12Q: 3 clusters Score -8172189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -8172250.000000 Penalty: 3624.795654
	Iteration 13Q: 3 clusters Score -8172250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -8172303.000000 Penalty: 3624.795654
	Iteration 14Q: 3 clusters Score -8172303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -8172323.000000 Penalty: 3624.795654
	Iteration 15Q: 3 clusters Score -8172323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -8172342.000000 Penalty: 3624.795654
	Iteration 16Q: 3 clusters Score -8172342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -8172358.000000 Penalty: 3624.795654
	Iteration 17Q: 3 clusters Score -8172358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -8172358.500000 Penalty: 3624.795654
	Iteration 18Q: 3 clusters Score -8172358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -8172366.500000 Penalty: 3624.795654
	Iteration 19Q: 3 clusters Score -8172366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -8172366.500000 Penalty: 3624.795654
	Iteration 20F: 3 clusters Score -8172366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -8172362.500000 Penalty: 3624.795654
	Iteration 21Q: 3 clusters Score -8172362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -8172362.500000 Penalty: 3624.795654
	Iteration 22F: 3 clusters Score -8172362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Entering Unmasked Estep 
Score: -1510887.750000 Penalty: 1538.976685
	Iteration 0F: 2 clusters Score -1510888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1501778.125000 Penalty: 3077.953369
	Iteration 0F: 3 clusters Score -1501778 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1505007.000000 Penalty: 3077.953369
	Iteration 1F: 3 clusters Score -1505007 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1505445.375000 Penalty: 3077.953369
	Iteration 2F: 3 clusters Score -1505445 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1505903.500000 Penalty: 3077.953369
	Iteration 3F: 3 clusters Score -1505904 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1506286.000000 Penalty: 3077.953369
	Iteration 4F: 3 clusters Score -1506286 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1506663.125000 Penalty: 3077.953369
	Iteration 5F: 3 clusters Score -1506663 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1507041.375000 Penalty: 3077.953369
	Iteration 6F: 3 clusters Score -1507041 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1507471.375000 Penalty: 3077.953369
	Iteration 7F: 3 clusters Score -1507471 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1507908.875000 Penalty: 3077.953369
	Iteration 8F: 3 clusters Score -1507909 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1508309.875000 Penalty: 3077.953369
	Iteration 9Q: 3 clusters Score -1508310 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1508637.250000 Penalty: 3077.953369
	Iteration 10Q: 3 clusters Score -1508637 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1508874.750000 Penalty: 3077.953369
	Iteration 11Q: 3 clusters Score -1508875 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1509028.625000 Penalty: 3077.953369
	Iteration 12Q: 3 clusters Score -1509029 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1509105.500000 Penalty: 3077.953369
	Iteration 13Q: 3 clusters Score -1509106 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1509154.000000 Penalty: 3077.953369
	Iteration 14Q: 3 clusters Score -1509154 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1509199.250000 Penalty: 3077.953369
	Iteration 15Q: 3 clusters Score -1509199 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1509232.000000 Penalty: 3077.953369
	Iteration 16Q: 3 clusters Score -1509232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1509259.250000 Penalty: 3077.953369
	Iteration 17Q: 3 clusters Score -1509259 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1509282.375000 Penalty: 3077.953369
	Iteration 18Q: 3 clusters Score -1509282 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1509302.875000 Penalty: 3077.953369
	Iteration 19Q: 3 clusters Score -1509303 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1509329.625000 Penalty: 3077.953369
	Iteration 20F: 3 clusters Score -1509330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1509356.500000 Penalty: 3077.953369
	Iteration 21Q: 3 clusters Score -1509356 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1509377.250000 Penalty: 3077.953369
	Iteration 22Q: 3 clusters Score -1509377 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1509400.750000 Penalty: 3077.953369
	Iteration 23Q: 3 clusters Score -1509401 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1509443.125000 Penalty: 3077.953369
	Iteration 24Q: 3 clusters Score -1509443 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1509483.125000 Penalty: 3077.953369
	Iteration 25Q: 3 clusters Score -1509483 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1509514.375000 Penalty: 3077.953369
	Iteration 26Q: 3 clusters Score -1509514 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1509551.500000 Penalty: 3077.953369
	Iteration 27Q: 3 clusters Score -1509552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1509575.500000 Penalty: 3077.953369
	Iteration 28Q: 3 clusters Score -1509576 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1509614.375000 Penalty: 3077.953369
	Iteration 29Q: 3 clusters Score -1509614 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1509639.500000 Penalty: 3077.953369
	Iteration 30Q: 3 clusters Score -1509640 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1509657.375000 Penalty: 3077.953369
	Iteration 31Q: 3 clusters Score -1509657 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1509686.000000 Penalty: 3077.953369
	Iteration 32Q: 3 clusters Score -1509686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1509715.750000 Penalty: 3077.953369
	Iteration 33Q: 3 clusters Score -1509716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1509740.875000 Penalty: 3077.953369
	Iteration 34Q: 3 clusters Score -1509741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1509759.875000 Penalty: 3077.953369
	Iteration 35Q: 3 clusters Score -1509760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1509780.375000 Penalty: 3077.953369
	Iteration 36Q: 3 clusters Score -1509780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1509810.625000 Penalty: 3077.953369
	Iteration 37Q: 3 clusters Score -1509811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1509837.250000 Penalty: 3077.953369
	Iteration 38Q: 3 clusters Score -1509837 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1509859.625000 Penalty: 3077.953369
	Iteration 39Q: 3 clusters Score -1509860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1509878.125000 Penalty: 3077.953369
	Iteration 40F: 3 clusters Score -1509878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1509898.000000 Penalty: 3077.953369
	Iteration 41Q: 3 clusters Score -1509898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1509905.125000 Penalty: 3077.953369
	Iteration 42Q: 3 clusters Score -1509905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1509919.750000 Penalty: 3077.953369
	Iteration 43Q: 3 clusters Score -1509920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1509930.500000 Penalty: 3077.953369
	Iteration 44Q: 3 clusters Score -1509930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1509938.500000 Penalty: 3077.953369
	Iteration 45Q: 3 clusters Score -1509938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1509942.750000 Penalty: 3077.953369
	Iteration 46Q: 3 clusters Score -1509943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1509952.250000 Penalty: 3077.953369
	Iteration 47Q: 3 clusters Score -1509952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1509963.875000 Penalty: 3077.953369
	Iteration 48Q: 3 clusters Score -1509964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1509974.750000 Penalty: 3077.953369
	Iteration 49Q: 3 clusters Score -1509975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1509984.250000 Penalty: 3077.953369
	Iteration 50Q: 3 clusters Score -1509984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1509992.250000 Penalty: 3077.953369
	Iteration 51Q: 3 clusters Score -1509992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1509996.250000 Penalty: 3077.953369
	Iteration 52Q: 3 clusters Score -1509996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1510000.000000 Penalty: 3077.953369
	Iteration 53Q: 3 clusters Score -1510000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1510001.375000 Penalty: 3077.953369
	Iteration 54Q: 3 clusters Score -1510001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1510001.375000 Penalty: 3077.953369
	Iteration 55F: 3 clusters Score -1510001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -41871.875000 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -41871.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40956.175781 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -40956.18 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41157.324219 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -41157.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41215.636719 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -41215.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41250.132812 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -41250.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41272.609375 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -41272.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41286.625000 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -41286.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41291.929688 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -41291.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41311.527344 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -41311.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41322.937500 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -41322.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41334.859375 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -41334.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41343.058594 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -41343.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41355.843750 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -41355.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41364.312500 Penalty: 1966.163452
	Iteration 12Q: 3 clusters Score -41364.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41372.343750 Penalty: 1966.163452
	Iteration 13Q: 3 clusters Score -41372.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41372.343750 Penalty: 1966.163452
	Iteration 14F: 3 clusters Score -41372.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (86482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86482 members 
Entering Unmasked Estep 
Score: -10118492.000000 Penalty: 1847.250000
	Iteration 0F: 2 clusters Score -1.011849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -10061748.000000 Penalty: 3694.500000
	Iteration 0F: 3 clusters Score -1.006175e+07 nChanged 41201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -10085632.000000 Penalty: 3694.500000
	Iteration 1F: 3 clusters Score -1.008563e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -10086344.000000 Penalty: 3694.500000
	Iteration 2Q: 3 clusters Score -1.008634e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -10087270.000000 Penalty: 3694.500000
	Iteration 3Q: 3 clusters Score -1.008727e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -10088649.000000 Penalty: 3694.500000
	Iteration 4Q: 3 clusters Score -1.008865e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -10090948.000000 Penalty: 3694.500000
	Iteration 5F: 3 clusters Score -1.009095e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -10094744.000000 Penalty: 3694.500000
	Iteration 6F: 3 clusters Score -1.009474e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -10100259.000000 Penalty: 3694.500000
	Iteration 7F: 3 clusters Score -1.010026e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -10106359.000000 Penalty: 3694.500000
	Iteration 8F: 3 clusters Score -1.010636e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -10111201.000000 Penalty: 3694.500000
	Iteration 9F: 3 clusters Score -1.01112e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -10113920.000000 Penalty: 3694.500000
	Iteration 10Q: 3 clusters Score -1.011392e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -10115278.000000 Penalty: 3694.500000
	Iteration 11Q: 3 clusters Score -1.011528e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -10115981.000000 Penalty: 3694.500000
	Iteration 12Q: 3 clusters Score -1.011598e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -10116344.000000 Penalty: 3694.500000
	Iteration 13Q: 3 clusters Score -1.011634e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -10116530.000000 Penalty: 3694.500000
	Iteration 14Q: 3 clusters Score -1.011653e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 85334 members 
Entering Unmasked Estep 
Score: -10116650.000000 Penalty: 3694.500000
	Iteration 15Q: 3 clusters Score -1.011665e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -10116746.000000 Penalty: 3694.500000
	Iteration 16Q: 3 clusters Score -1.011675e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -10116786.000000 Penalty: 3694.500000
	Iteration 17Q: 3 clusters Score -1.011679e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
Score: -10116848.000000 Penalty: 3694.500000
	Iteration 18Q: 3 clusters Score -1.011685e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -10116894.000000 Penalty: 3694.500000
	Iteration 19Q: 3 clusters Score -1.011689e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -10116914.000000 Penalty: 3694.500000
	Iteration 20F: 3 clusters Score -1.011691e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -10116923.000000 Penalty: 3694.500000
	Iteration 21Q: 3 clusters Score -1.011692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -10116926.000000 Penalty: 3694.500000
	Iteration 22Q: 3 clusters Score -1.011693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 85888 members 
Entering Unmasked Estep 
Score: -10116943.000000 Penalty: 3694.500000
	Iteration 23Q: 3 clusters Score -1.011694e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 85908 members 
Entering Unmasked Estep 
Score: -10116955.000000 Penalty: 3694.500000
	Iteration 24Q: 3 clusters Score -1.011696e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -10116970.000000 Penalty: 3694.500000
	Iteration 25Q: 3 clusters Score -1.011697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -10116972.000000 Penalty: 3694.500000
	Iteration 26Q: 3 clusters Score -1.011697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -10116979.000000 Penalty: 3694.500000
	Iteration 27Q: 3 clusters Score -1.011698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -10116985.000000 Penalty: 3694.500000
	Iteration 28Q: 3 clusters Score -1.011698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -10116986.000000 Penalty: 3694.500000
	Iteration 29Q: 3 clusters Score -1.011699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -10116988.000000 Penalty: 3694.500000
	Iteration 30Q: 3 clusters Score -1.011699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -10116979.000000 Penalty: 3694.500000
	Iteration 31Q: 3 clusters Score -1.011698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -10116985.000000 Penalty: 3694.500000
	Iteration 32Q: 3 clusters Score -1.011698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
Score: -10116981.000000 Penalty: 3694.500000
	Iteration 33Q: 3 clusters Score -1.011698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -10116976.000000 Penalty: 3694.500000
	Iteration 34Q: 3 clusters Score -1.011698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -10116975.000000 Penalty: 3694.500000
	Iteration 35Q: 3 clusters Score -1.011698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -10116979.000000 Penalty: 3694.500000
	Iteration 36Q: 3 clusters Score -1.011698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 85987 members 
Entering Unmasked Estep 
Score: -10116975.000000 Penalty: 3694.500000
	Iteration 37Q: 3 clusters Score -1.011698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -10116982.000000 Penalty: 3694.500000
	Iteration 38Q: 3 clusters Score -1.011698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 85990 members 
Entering Unmasked Estep 
Score: -10116976.000000 Penalty: 3694.500000
	Iteration 39Q: 3 clusters Score -1.011698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -10116979.000000 Penalty: 3694.500000
	Iteration 40F: 3 clusters Score -1.011698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -10116988.000000 Penalty: 3694.500000
	Iteration 41Q: 3 clusters Score -1.011699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -10116988.000000 Penalty: 3694.500000
	Iteration 42F: 3 clusters Score -1.011699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -198485.609375 Penalty: 1228.343750
	Iteration 0F: 2 clusters Score -198485.6 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 983 members 
Entering Unmasked Estep 
Score: -196457.890625 Penalty: 2456.687500
	Iteration 0F: 3 clusters Score -196457.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -196953.421875 Penalty: 2456.687500
	Iteration 1F: 3 clusters Score -196953.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -197093.812500 Penalty: 2456.687500
	Iteration 2F: 3 clusters Score -197093.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -197171.953125 Penalty: 2456.687500
	Iteration 3F: 3 clusters Score -197172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -197223.671875 Penalty: 2456.687500
	Iteration 4Q: 3 clusters Score -197223.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -197252.671875 Penalty: 2456.687500
	Iteration 5Q: 3 clusters Score -197252.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -197267.750000 Penalty: 2456.687500
	Iteration 6Q: 3 clusters Score -197267.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -197280.859375 Penalty: 2456.687500
	Iteration 7Q: 3 clusters Score -197280.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -197287.343750 Penalty: 2456.687500
	Iteration 8Q: 3 clusters Score -197287.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -197293.234375 Penalty: 2456.687500
	Iteration 9Q: 3 clusters Score -197293.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -197300.875000 Penalty: 2456.687500
	Iteration 10Q: 3 clusters Score -197300.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -197313.906250 Penalty: 2456.687500
	Iteration 11Q: 3 clusters Score -197313.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -197327.828125 Penalty: 2456.687500
	Iteration 12Q: 3 clusters Score -197327.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -197339.937500 Penalty: 2456.687500
	Iteration 13Q: 3 clusters Score -197339.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -197347.062500 Penalty: 2456.687500
	Iteration 14Q: 3 clusters Score -197347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -197355.312500 Penalty: 2456.687500
	Iteration 15Q: 3 clusters Score -197355.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -197363.359375 Penalty: 2456.687500
	Iteration 16Q: 3 clusters Score -197363.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -197374.203125 Penalty: 2456.687500
	Iteration 17Q: 3 clusters Score -197374.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -197381.625000 Penalty: 2456.687500
	Iteration 18Q: 3 clusters Score -197381.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -197387.421875 Penalty: 2456.687500
	Iteration 19Q: 3 clusters Score -197387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -197390.140625 Penalty: 2456.687500
	Iteration 20F: 3 clusters Score -197390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -197393.234375 Penalty: 2456.687500
	Iteration 21Q: 3 clusters Score -197393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -197394.171875 Penalty: 2456.687500
	Iteration 22Q: 3 clusters Score -197394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -197394.921875 Penalty: 2456.687500
	Iteration 23Q: 3 clusters Score -197394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -197394.921875 Penalty: 2456.687500
	Iteration 24F: 3 clusters Score -197394.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Entering Unmasked Estep 
Score: -3008569.750000 Penalty: 1656.474854
	Iteration 0F: 2 clusters Score -3008570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2990545.500000 Penalty: 3312.949707
	Iteration 0F: 3 clusters Score -2990546 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2997152.500000 Penalty: 3312.949707
	Iteration 1F: 3 clusters Score -2997152 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2997467.750000 Penalty: 3312.949707
	Iteration 2Q: 3 clusters Score -2997468 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2997762.250000 Penalty: 3312.949707
	Iteration 3Q: 3 clusters Score -2997762 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2998059.000000 Penalty: 3312.949707
	Iteration 4Q: 3 clusters Score -2998059 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2998419.250000 Penalty: 3312.949707
	Iteration 5Q: 3 clusters Score -2998419 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2998899.750000 Penalty: 3312.949707
	Iteration 6Q: 3 clusters Score -2998900 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2999621.000000 Penalty: 3312.949707
	Iteration 7Q: 3 clusters Score -2999621 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3000652.500000 Penalty: 3312.949707
	Iteration 8F: 3 clusters Score -3000652 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3002051.000000 Penalty: 3312.949707
	Iteration 9F: 3 clusters Score -3002051 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3003525.000000 Penalty: 3312.949707
	Iteration 10F: 3 clusters Score -3003525 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3004745.500000 Penalty: 3312.949707
	Iteration 11F: 3 clusters Score -3004746 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3005704.250000 Penalty: 3312.949707
	Iteration 12Q: 3 clusters Score -3005704 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3006353.000000 Penalty: 3312.949707
	Iteration 13Q: 3 clusters Score -3006353 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3006732.250000 Penalty: 3312.949707
	Iteration 14Q: 3 clusters Score -3006732 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3006923.750000 Penalty: 3312.949707
	Iteration 15Q: 3 clusters Score -3006924 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3006999.250000 Penalty: 3312.949707
	Iteration 16Q: 3 clusters Score -3006999 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3007050.250000 Penalty: 3312.949707
	Iteration 17Q: 3 clusters Score -3007050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3007092.500000 Penalty: 3312.949707
	Iteration 18Q: 3 clusters Score -3007092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3007115.750000 Penalty: 3312.949707
	Iteration 19Q: 3 clusters Score -3007116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3007131.750000 Penalty: 3312.949707
	Iteration 20F: 3 clusters Score -3007132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3007148.750000 Penalty: 3312.949707
	Iteration 21Q: 3 clusters Score -3007149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3007150.750000 Penalty: 3312.949707
	Iteration 22Q: 3 clusters Score -3007151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3007153.750000 Penalty: 3312.949707
	Iteration 23Q: 3 clusters Score -3007154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3007153.750000 Penalty: 3312.949707
	Iteration 24F: 3 clusters Score -3007154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Entering Unmasked Estep 
Score: -1456746.375000 Penalty: 1536.146240
	Iteration 0F: 2 clusters Score -1456746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1447819.375000 Penalty: 3072.292480
	Iteration 0F: 3 clusters Score -1447819 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1451103.375000 Penalty: 3072.292480
	Iteration 1F: 3 clusters Score -1451103 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1451761.750000 Penalty: 3072.292480
	Iteration 2F: 3 clusters Score -1451762 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1452373.500000 Penalty: 3072.292480
	Iteration 3F: 3 clusters Score -1452374 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1452911.375000 Penalty: 3072.292480
	Iteration 4F: 3 clusters Score -1452911 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1453302.000000 Penalty: 3072.292480
	Iteration 5F: 3 clusters Score -1453302 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1453560.000000 Penalty: 3072.292480
	Iteration 6Q: 3 clusters Score -1453560 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1453755.125000 Penalty: 3072.292480
	Iteration 7Q: 3 clusters Score -1453755 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1453923.500000 Penalty: 3072.292480
	Iteration 8Q: 3 clusters Score -1453924 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1454110.250000 Penalty: 3072.292480
	Iteration 9Q: 3 clusters Score -1454110 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1454312.500000 Penalty: 3072.292480
	Iteration 10Q: 3 clusters Score -1454312 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1454534.250000 Penalty: 3072.292480
	Iteration 11Q: 3 clusters Score -1454534 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1454772.875000 Penalty: 3072.292480
	Iteration 12Q: 3 clusters Score -1454773 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1455040.750000 Penalty: 3072.292480
	Iteration 13Q: 3 clusters Score -1455041 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1455327.625000 Penalty: 3072.292480
	Iteration 14Q: 3 clusters Score -1455328 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1455607.125000 Penalty: 3072.292480
	Iteration 15Q: 3 clusters Score -1455607 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1455889.375000 Penalty: 3072.292480
	Iteration 16Q: 3 clusters Score -1455889 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1456138.875000 Penalty: 3072.292480
	Iteration 17Q: 3 clusters Score -1456139 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1456268.750000 Penalty: 3072.292480
	Iteration 18Q: 3 clusters Score -1456269 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1456334.000000 Penalty: 3072.292480
	Iteration 19Q: 3 clusters Score -1456334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1456373.000000 Penalty: 3072.292480
	Iteration 20F: 3 clusters Score -1456373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1456392.250000 Penalty: 3072.292480
	Iteration 21Q: 3 clusters Score -1456392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1456412.375000 Penalty: 3072.292480
	Iteration 22Q: 3 clusters Score -1456412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1456423.625000 Penalty: 3072.292480
	Iteration 23Q: 3 clusters Score -1456424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1456431.625000 Penalty: 3072.292480
	Iteration 24Q: 3 clusters Score -1456432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1456434.250000 Penalty: 3072.292480
	Iteration 25Q: 3 clusters Score -1456434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1456440.875000 Penalty: 3072.292480
	Iteration 26Q: 3 clusters Score -1456441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1456442.500000 Penalty: 3072.292480
	Iteration 27Q: 3 clusters Score -1456442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1456441.875000 Penalty: 3072.292480
	Iteration 28Q: 3 clusters Score -1456442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1456441.375000 Penalty: 3072.292480
	Iteration 29Q: 3 clusters Score -1456441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1456443.625000 Penalty: 3072.292480
	Iteration 30Q: 3 clusters Score -1456444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1456443.625000 Penalty: 3072.292480
	Iteration 31F: 3 clusters Score -1456444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Entering Unmasked Estep 
Score: -1643213.500000 Penalty: 1552.985352
	Iteration 0F: 2 clusters Score -1643214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1633327.750000 Penalty: 3105.970703
	Iteration 0F: 3 clusters Score -1633328 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1636693.750000 Penalty: 3105.970703
	Iteration 1F: 3 clusters Score -1636694 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1636956.250000 Penalty: 3105.970703
	Iteration 2F: 3 clusters Score -1636956 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1637201.750000 Penalty: 3105.970703
	Iteration 3Q: 3 clusters Score -1637202 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1637467.000000 Penalty: 3105.970703
	Iteration 4Q: 3 clusters Score -1637467 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1637765.125000 Penalty: 3105.970703
	Iteration 5Q: 3 clusters Score -1637765 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1638117.875000 Penalty: 3105.970703
	Iteration 6Q: 3 clusters Score -1638118 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1638559.500000 Penalty: 3105.970703
	Iteration 7F: 3 clusters Score -1638560 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1639100.375000 Penalty: 3105.970703
	Iteration 8F: 3 clusters Score -1639100 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1639717.000000 Penalty: 3105.970703
	Iteration 9F: 3 clusters Score -1639717 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1640336.250000 Penalty: 3105.970703
	Iteration 10F: 3 clusters Score -1640336 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1640784.875000 Penalty: 3105.970703
	Iteration 11Q: 3 clusters Score -1640785 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1641018.000000 Penalty: 3105.970703
	Iteration 12Q: 3 clusters Score -1641018 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1641153.125000 Penalty: 3105.970703
	Iteration 13Q: 3 clusters Score -1641153 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1641229.625000 Penalty: 3105.970703
	Iteration 14Q: 3 clusters Score -1641230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1641277.875000 Penalty: 3105.970703
	Iteration 15Q: 3 clusters Score -1641278 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1641316.875000 Penalty: 3105.970703
	Iteration 16Q: 3 clusters Score -1641317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1641355.875000 Penalty: 3105.970703
	Iteration 17Q: 3 clusters Score -1641356 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1641389.000000 Penalty: 3105.970703
	Iteration 18Q: 3 clusters Score -1641389 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1641415.625000 Penalty: 3105.970703
	Iteration 19Q: 3 clusters Score -1641416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1641447.625000 Penalty: 3105.970703
	Iteration 20F: 3 clusters Score -1641448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1641470.750000 Penalty: 3105.970703
	Iteration 21Q: 3 clusters Score -1641471 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1641490.500000 Penalty: 3105.970703
	Iteration 22Q: 3 clusters Score -1641490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1641511.375000 Penalty: 3105.970703
	Iteration 23Q: 3 clusters Score -1641511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1641529.750000 Penalty: 3105.970703
	Iteration 24Q: 3 clusters Score -1641530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1641539.000000 Penalty: 3105.970703
	Iteration 25Q: 3 clusters Score -1641539 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1641555.000000 Penalty: 3105.970703
	Iteration 26Q: 3 clusters Score -1641555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1641563.375000 Penalty: 3105.970703
	Iteration 27Q: 3 clusters Score -1641563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1641573.500000 Penalty: 3105.970703
	Iteration 28Q: 3 clusters Score -1641574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1641591.500000 Penalty: 3105.970703
	Iteration 29Q: 3 clusters Score -1641592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1641603.125000 Penalty: 3105.970703
	Iteration 30Q: 3 clusters Score -1641603 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1641622.500000 Penalty: 3105.970703
	Iteration 31Q: 3 clusters Score -1641622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1641643.875000 Penalty: 3105.970703
	Iteration 32Q: 3 clusters Score -1641644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1641667.000000 Penalty: 3105.970703
	Iteration 33Q: 3 clusters Score -1641667 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1641682.000000 Penalty: 3105.970703
	Iteration 34Q: 3 clusters Score -1641682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1641697.625000 Penalty: 3105.970703
	Iteration 35Q: 3 clusters Score -1641698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1641718.250000 Penalty: 3105.970703
	Iteration 36Q: 3 clusters Score -1641718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1641730.375000 Penalty: 3105.970703
	Iteration 37Q: 3 clusters Score -1641730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1641744.500000 Penalty: 3105.970703
	Iteration 38Q: 3 clusters Score -1641744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1641751.750000 Penalty: 3105.970703
	Iteration 39Q: 3 clusters Score -1641752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1641764.125000 Penalty: 3105.970703
	Iteration 40F: 3 clusters Score -1641764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1641774.875000 Penalty: 3105.970703
	Iteration 41Q: 3 clusters Score -1641775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1641790.125000 Penalty: 3105.970703
	Iteration 42Q: 3 clusters Score -1641790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1641796.750000 Penalty: 3105.970703
	Iteration 43Q: 3 clusters Score -1641797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1641800.125000 Penalty: 3105.970703
	Iteration 44Q: 3 clusters Score -1641800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1641807.125000 Penalty: 3105.970703
	Iteration 45Q: 3 clusters Score -1641807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1641815.250000 Penalty: 3105.970703
	Iteration 46Q: 3 clusters Score -1641815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1641821.000000 Penalty: 3105.970703
	Iteration 47Q: 3 clusters Score -1641821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1641835.125000 Penalty: 3105.970703
	Iteration 48Q: 3 clusters Score -1641835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1641843.000000 Penalty: 3105.970703
	Iteration 49Q: 3 clusters Score -1641843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1641845.875000 Penalty: 3105.970703
	Iteration 50Q: 3 clusters Score -1641846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1641854.250000 Penalty: 3105.970703
	Iteration 51Q: 3 clusters Score -1641854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1641861.750000 Penalty: 3105.970703
	Iteration 52Q: 3 clusters Score -1641862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1641868.125000 Penalty: 3105.970703
	Iteration 53Q: 3 clusters Score -1641868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1641879.375000 Penalty: 3105.970703
	Iteration 54Q: 3 clusters Score -1641879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1641884.625000 Penalty: 3105.970703
	Iteration 55Q: 3 clusters Score -1641885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1641884.500000 Penalty: 3105.970703
	Iteration 56Q: 3 clusters Score -1641884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1641887.875000 Penalty: 3105.970703
	Iteration 57Q: 3 clusters Score -1641888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1641890.250000 Penalty: 3105.970703
	Iteration 58Q: 3 clusters Score -1641890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1641897.250000 Penalty: 3105.970703
	Iteration 59Q: 3 clusters Score -1641897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1641899.250000 Penalty: 3105.970703
	Iteration 60F: 3 clusters Score -1641899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1641903.750000 Penalty: 3105.970703
	Iteration 61Q: 3 clusters Score -1641904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1641905.625000 Penalty: 3105.970703
	Iteration 62Q: 3 clusters Score -1641906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1641908.875000 Penalty: 3105.970703
	Iteration 63Q: 3 clusters Score -1641909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1641909.000000 Penalty: 3105.970703
	Iteration 64Q: 3 clusters Score -1641909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1641912.125000 Penalty: 3105.970703
	Iteration 65Q: 3 clusters Score -1641912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1641912.375000 Penalty: 3105.970703
	Iteration 66Q: 3 clusters Score -1641912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1641910.750000 Penalty: 3105.970703
	Iteration 67Q: 3 clusters Score -1641911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1641914.500000 Penalty: 3105.970703
	Iteration 68Q: 3 clusters Score -1641914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1641915.000000 Penalty: 3105.970703
	Iteration 69Q: 3 clusters Score -1641915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1641915.000000 Penalty: 3105.970703
	Iteration 70F: 3 clusters Score -1641915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133185 members 
Entering Unmasked Estep 
Score: -15312765.000000 Penalty: 1917.417847
	Iteration 0F: 2 clusters Score -1.531276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66351 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -15229708.000000 Penalty: 3834.835693
	Iteration 0F: 3 clusters Score -1.522971e+07 nChanged 64096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 71228 members 
Entering Unmasked Estep 
Score: -15267128.000000 Penalty: 3834.835693
	Iteration 1F: 3 clusters Score -1.526713e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -15268189.000000 Penalty: 3834.835693
	Iteration 2Q: 3 clusters Score -1.526819e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -15270175.000000 Penalty: 3834.835693
	Iteration 3Q: 3 clusters Score -1.527018e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -15273843.000000 Penalty: 3834.835693
	Iteration 4F: 3 clusters Score -1.527384e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -15280729.000000 Penalty: 3834.835693
	Iteration 5F: 3 clusters Score -1.528073e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 108502 members 
Entering Unmasked Estep 
Score: -15291201.000000 Penalty: 3834.835693
	Iteration 6F: 3 clusters Score -1.52912e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 120476 members 
Entering Unmasked Estep 
Score: -15301282.000000 Penalty: 3834.835693
	Iteration 7F: 3 clusters Score -1.530128e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 128579 members 
Entering Unmasked Estep 
Score: -15307765.000000 Penalty: 3834.835693
	Iteration 8F: 3 clusters Score -1.530776e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 131926 members 
Entering Unmasked Estep 
Score: -15310074.000000 Penalty: 3834.835693
	Iteration 9Q: 3 clusters Score -1.531007e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 132797 members 
Entering Unmasked Estep 
Score: -15310702.000000 Penalty: 3834.835693
	Iteration 10Q: 3 clusters Score -1.53107e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 132985 members 
Entering Unmasked Estep 
Score: -15310915.000000 Penalty: 3834.835693
	Iteration 11Q: 3 clusters Score -1.531092e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 133022 members 
Entering Unmasked Estep 
Score: -15310981.000000 Penalty: 3834.835693
	Iteration 12Q: 3 clusters Score -1.531098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 133037 members 
Entering Unmasked Estep 
Score: -15311010.000000 Penalty: 3834.835693
	Iteration 13Q: 3 clusters Score -1.531101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133045 members 
Entering Unmasked Estep 
Score: -15311025.000000 Penalty: 3834.835693
	Iteration 14Q: 3 clusters Score -1.531102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 133051 members 
Entering Unmasked Estep 
Score: -15311049.000000 Penalty: 3834.835693
	Iteration 15Q: 3 clusters Score -1.531105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133055 members 
Entering Unmasked Estep 
Score: -15311078.000000 Penalty: 3834.835693
	Iteration 16Q: 3 clusters Score -1.531108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 133060 members 
Entering Unmasked Estep 
Score: -15311077.000000 Penalty: 3834.835693
	Iteration 17Q: 3 clusters Score -1.531108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -15311081.000000 Penalty: 3834.835693
	Iteration 18Q: 3 clusters Score -1.531108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133063 members 
Entering Unmasked Estep 
Score: -15311079.000000 Penalty: 3834.835693
	Iteration 19Q: 3 clusters Score -1.531108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -15311085.000000 Penalty: 3834.835693
	Iteration 20F: 3 clusters Score -1.531108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 133061 members 
Entering Unmasked Estep 
Score: -15311079.000000 Penalty: 3834.835693
	Iteration 21Q: 3 clusters Score -1.531108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 133061 members 
Entering Unmasked Estep 
Score: -15311079.000000 Penalty: 3834.835693
	Iteration 22F: 3 clusters Score -1.531108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -45759.398438 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -45759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44725.964844 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -44725.96 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44850.195312 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -44850.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44881.867188 Penalty: 1986.946777
	Iteration 2Q: 3 clusters Score -44881.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44915.921875 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -44915.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44956.214844 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -44956.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44974.457031 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -44974.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44993.417969 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -44993.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45020.113281 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -45020.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45053.000000 Penalty: 1986.946777
	Iteration 8Q: 3 clusters Score -45053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45078.343750 Penalty: 1986.946777
	Iteration 9Q: 3 clusters Score -45078.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45094.738281 Penalty: 1986.946777
	Iteration 10Q: 3 clusters Score -45094.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45108.261719 Penalty: 1986.946777
	Iteration 11Q: 3 clusters Score -45108.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45115.910156 Penalty: 1986.946777
	Iteration 12Q: 3 clusters Score -45115.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45127.449219 Penalty: 1986.946777
	Iteration 13Q: 3 clusters Score -45127.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45131.472656 Penalty: 1986.946777
	Iteration 14Q: 3 clusters Score -45131.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45144.695312 Penalty: 1986.946777
	Iteration 15Q: 3 clusters Score -45144.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45147.230469 Penalty: 1986.946777
	Iteration 16Q: 3 clusters Score -45147.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45147.230469 Penalty: 1986.946777
	Iteration 17F: 3 clusters Score -45147.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -115998.367188 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -115998.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114550.632812 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -114550.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -114785.726562 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -114785.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -114851.382812 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -114851.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114882.195312 Penalty: 2249.859131
	Iteration 3Q: 3 clusters Score -114882.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114900.429688 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -114900.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -114915.273438 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -114915.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -114928.007812 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -114928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114933.984375 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -114934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -114940.289062 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -114940.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114947.437500 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -114947.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114952.804688 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -114952.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114957.617188 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -114957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114960.671875 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -114960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114961.414062 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -114961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114961.703125 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -114961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114961.703125 Penalty: 2249.859131
	Iteration 15F: 3 clusters Score -114961.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Entering Unmasked Estep 
Score: -384468.062500 Penalty: 1319.160156
	Iteration 0F: 2 clusters Score -384468.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -381530.468750 Penalty: 2638.320312
	Iteration 0F: 3 clusters Score -381530.5 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -382247.843750 Penalty: 2638.320312
	Iteration 1F: 3 clusters Score -382247.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -382380.062500 Penalty: 2638.320312
	Iteration 2F: 3 clusters Score -382380.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -382476.625000 Penalty: 2638.320312
	Iteration 3F: 3 clusters Score -382476.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -382533.281250 Penalty: 2638.320312
	Iteration 4Q: 3 clusters Score -382533.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -382582.625000 Penalty: 2638.320312
	Iteration 5Q: 3 clusters Score -382582.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -382628.593750 Penalty: 2638.320312
	Iteration 6Q: 3 clusters Score -382628.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -382669.968750 Penalty: 2638.320312
	Iteration 7Q: 3 clusters Score -382670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -382715.375000 Penalty: 2638.320312
	Iteration 8Q: 3 clusters Score -382715.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -382750.906250 Penalty: 2638.320312
	Iteration 9Q: 3 clusters Score -382750.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -382780.750000 Penalty: 2638.320312
	Iteration 10Q: 3 clusters Score -382780.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -382812.593750 Penalty: 2638.320312
	Iteration 11Q: 3 clusters Score -382812.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -382841.218750 Penalty: 2638.320312
	Iteration 12Q: 3 clusters Score -382841.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -382865.187500 Penalty: 2638.320312
	Iteration 13Q: 3 clusters Score -382865.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -382887.500000 Penalty: 2638.320312
	Iteration 14Q: 3 clusters Score -382887.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -382911.468750 Penalty: 2638.320312
	Iteration 15Q: 3 clusters Score -382911.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -382933.281250 Penalty: 2638.320312
	Iteration 16Q: 3 clusters Score -382933.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -382955.750000 Penalty: 2638.320312
	Iteration 17Q: 3 clusters Score -382955.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -382977.000000 Penalty: 2638.320312
	Iteration 18Q: 3 clusters Score -382977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -383009.500000 Penalty: 2638.320312
	Iteration 19Q: 3 clusters Score -383009.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -383051.406250 Penalty: 2638.320312
	Iteration 20F: 3 clusters Score -383051.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -383089.625000 Penalty: 2638.320312
	Iteration 21Q: 3 clusters Score -383089.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -383135.468750 Penalty: 2638.320312
	Iteration 22Q: 3 clusters Score -383135.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -383163.656250 Penalty: 2638.320312
	Iteration 23Q: 3 clusters Score -383163.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -383186.531250 Penalty: 2638.320312
	Iteration 24Q: 3 clusters Score -383186.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -383207.875000 Penalty: 2638.320312
	Iteration 25Q: 3 clusters Score -383207.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -383229.250000 Penalty: 2638.320312
	Iteration 26Q: 3 clusters Score -383229.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -383259.968750 Penalty: 2638.320312
	Iteration 27Q: 3 clusters Score -383260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -383280.312500 Penalty: 2638.320312
	Iteration 28Q: 3 clusters Score -383280.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -383294.312500 Penalty: 2638.320312
	Iteration 29Q: 3 clusters Score -383294.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -383304.937500 Penalty: 2638.320312
	Iteration 30Q: 3 clusters Score -383304.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -383318.062500 Penalty: 2638.320312
	Iteration 31Q: 3 clusters Score -383318.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -383328.812500 Penalty: 2638.320312
	Iteration 32Q: 3 clusters Score -383328.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -383340.250000 Penalty: 2638.320312
	Iteration 33Q: 3 clusters Score -383340.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -383350.093750 Penalty: 2638.320312
	Iteration 34Q: 3 clusters Score -383350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -383351.062500 Penalty: 2638.320312
	Iteration 35Q: 3 clusters Score -383351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -383353.250000 Penalty: 2638.320312
	Iteration 36Q: 3 clusters Score -383353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -383357.062500 Penalty: 2638.320312
	Iteration 37Q: 3 clusters Score -383357.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -383360.531250 Penalty: 2638.320312
	Iteration 38Q: 3 clusters Score -383360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -383361.656250 Penalty: 2638.320312
	Iteration 39Q: 3 clusters Score -383361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -383361.656250 Penalty: 2638.320312
	Iteration 40F: 3 clusters Score -383361.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (105769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105769 members 
Entering Unmasked Estep 
Score: -12403358.000000 Penalty: 1879.964600
	Iteration 0F: 2 clusters Score -1.240336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -12335070.000000 Penalty: 3759.929199
	Iteration 0F: 3 clusters Score -1.233507e+07 nChanged 50529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -12364285.000000 Penalty: 3759.929199
	Iteration 1F: 3 clusters Score -1.236428e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -12365100.000000 Penalty: 3759.929199
	Iteration 2Q: 3 clusters Score -1.23651e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -12366310.000000 Penalty: 3759.929199
	Iteration 3Q: 3 clusters Score -1.236631e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -12368422.000000 Penalty: 3759.929199
	Iteration 4Q: 3 clusters Score -1.236842e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -12372449.000000 Penalty: 3759.929199
	Iteration 5F: 3 clusters Score -1.237245e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -12379072.000000 Penalty: 3759.929199
	Iteration 6F: 3 clusters Score -1.237907e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -12387261.000000 Penalty: 3759.929199
	Iteration 7F: 3 clusters Score -1.238726e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98698 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -12394624.000000 Penalty: 3759.929199
	Iteration 8F: 3 clusters Score -1.239462e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103097 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12399259.000000 Penalty: 3759.929199
	Iteration 9Q: 3 clusters Score -1.239926e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12400937.000000 Penalty: 3759.929199
	Iteration 10Q: 3 clusters Score -1.240094e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105410 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12401374.000000 Penalty: 3759.929199
	Iteration 11Q: 3 clusters Score -1.240137e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105562 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12401554.000000 Penalty: 3759.929199
	Iteration 12Q: 3 clusters Score -1.240155e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105613 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12401638.000000 Penalty: 3759.929199
	Iteration 13Q: 3 clusters Score -1.240164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105622 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12401678.000000 Penalty: 3759.929199
	Iteration 14Q: 3 clusters Score -1.240168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105628 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12401700.000000 Penalty: 3759.929199
	Iteration 15Q: 3 clusters Score -1.24017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12401709.000000 Penalty: 3759.929199
	Iteration 16Q: 3 clusters Score -1.240171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12401718.000000 Penalty: 3759.929199
	Iteration 17Q: 3 clusters Score -1.240172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105628 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12401723.000000 Penalty: 3759.929199
	Iteration 18Q: 3 clusters Score -1.240172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105628 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12401723.000000 Penalty: 3759.929199
	Iteration 19F: 3 clusters Score -1.240172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -16030.515625 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -16030.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15366.028320 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -15366.03 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15672.047852 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -15672.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16035.742188 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -16035.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16212.876953 Penalty: 1770.189575
	Iteration 3F: 3 clusters Score -16212.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16636.101562 Penalty: 1770.189575
	Iteration 4F: 3 clusters Score -16636.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16998.951172 Penalty: 1770.189575
	Iteration 5F: 3 clusters Score -16998.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17240.976562 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -17240.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17283.814453 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -17283.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17283.814453 Penalty: 1770.189575
	Iteration 8F: 3 clusters Score -17283.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 13639 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 93507 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 69788 members 
Mstep: Class 10 contains 12973 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86482 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26734 members 
Mstep: Class 15 contains 12749 members 
Mstep: Class 16 contains 14141 members 
Mstep: Class 17 contains 133185 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 105769 members 
Mstep: Class 22 contains 101 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 69586 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 131 members 
Entering Unmasked Estep 
Score: -86217040.000000 Penalty: 63808.488281
Splitting cluster 22 changes total score from -86217184.000000 to -86217040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -358663.375000 Penalty: 1304.305786
	Iteration 0F: 2 clusters Score -358663.4 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 1508 members 
Entering Unmasked Estep 
Score: -355929.250000 Penalty: 2608.611572
	Iteration 0F: 3 clusters Score -355929.2 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -356580.187500 Penalty: 2608.611572
	Iteration 1F: 3 clusters Score -356580.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -356685.375000 Penalty: 2608.611572
	Iteration 2F: 3 clusters Score -356685.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -356754.593750 Penalty: 2608.611572
	Iteration 3Q: 3 clusters Score -356754.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -356809.750000 Penalty: 2608.611572
	Iteration 4Q: 3 clusters Score -356809.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -356856.718750 Penalty: 2608.611572
	Iteration 5Q: 3 clusters Score -356856.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -356891.750000 Penalty: 2608.611572
	Iteration 6Q: 3 clusters Score -356891.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -356920.437500 Penalty: 2608.611572
	Iteration 7Q: 3 clusters Score -356920.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -356944.531250 Penalty: 2608.611572
	Iteration 8Q: 3 clusters Score -356944.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -356966.031250 Penalty: 2608.611572
	Iteration 9Q: 3 clusters Score -356966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -356986.843750 Penalty: 2608.611572
	Iteration 10Q: 3 clusters Score -356986.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -357002.781250 Penalty: 2608.611572
	Iteration 11Q: 3 clusters Score -357002.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -357018.312500 Penalty: 2608.611572
	Iteration 12Q: 3 clusters Score -357018.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -357038.062500 Penalty: 2608.611572
	Iteration 13Q: 3 clusters Score -357038.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -357053.437500 Penalty: 2608.611572
	Iteration 14Q: 3 clusters Score -357053.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -357069.531250 Penalty: 2608.611572
	Iteration 15Q: 3 clusters Score -357069.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -357082.625000 Penalty: 2608.611572
	Iteration 16Q: 3 clusters Score -357082.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -357098.562500 Penalty: 2608.611572
	Iteration 17Q: 3 clusters Score -357098.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -357114.125000 Penalty: 2608.611572
	Iteration 18Q: 3 clusters Score -357114.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -357127.718750 Penalty: 2608.611572
	Iteration 19Q: 3 clusters Score -357127.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -357140.750000 Penalty: 2608.611572
	Iteration 20F: 3 clusters Score -357140.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -357152.781250 Penalty: 2608.611572
	Iteration 21Q: 3 clusters Score -357152.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -357167.375000 Penalty: 2608.611572
	Iteration 22Q: 3 clusters Score -357167.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -357184.250000 Penalty: 2608.611572
	Iteration 23Q: 3 clusters Score -357184.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -357195.093750 Penalty: 2608.611572
	Iteration 24Q: 3 clusters Score -357195.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -357210.281250 Penalty: 2608.611572
	Iteration 25Q: 3 clusters Score -357210.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -357226.250000 Penalty: 2608.611572
	Iteration 26Q: 3 clusters Score -357226.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -357242.968750 Penalty: 2608.611572
	Iteration 27Q: 3 clusters Score -357243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -357262.218750 Penalty: 2608.611572
	Iteration 28Q: 3 clusters Score -357262.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -357278.718750 Penalty: 2608.611572
	Iteration 29Q: 3 clusters Score -357278.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -357301.843750 Penalty: 2608.611572
	Iteration 30Q: 3 clusters Score -357301.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -357331.687500 Penalty: 2608.611572
	Iteration 31Q: 3 clusters Score -357331.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -357352.375000 Penalty: 2608.611572
	Iteration 32Q: 3 clusters Score -357352.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -357364.781250 Penalty: 2608.611572
	Iteration 33Q: 3 clusters Score -357364.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -357377.531250 Penalty: 2608.611572
	Iteration 34Q: 3 clusters Score -357377.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -357394.843750 Penalty: 2608.611572
	Iteration 35Q: 3 clusters Score -357394.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -357405.187500 Penalty: 2608.611572
	Iteration 36Q: 3 clusters Score -357405.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -357414.625000 Penalty: 2608.611572
	Iteration 37Q: 3 clusters Score -357414.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -357421.531250 Penalty: 2608.611572
	Iteration 38Q: 3 clusters Score -357421.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -357426.656250 Penalty: 2608.611572
	Iteration 39Q: 3 clusters Score -357426.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -357433.187500 Penalty: 2608.611572
	Iteration 40F: 3 clusters Score -357433.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -357438.812500 Penalty: 2608.611572
	Iteration 41Q: 3 clusters Score -357438.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -357445.000000 Penalty: 2608.611572
	Iteration 42Q: 3 clusters Score -357445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -357452.500000 Penalty: 2608.611572
	Iteration 43Q: 3 clusters Score -357452.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -357455.906250 Penalty: 2608.611572
	Iteration 44Q: 3 clusters Score -357455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -357459.187500 Penalty: 2608.611572
	Iteration 45Q: 3 clusters Score -357459.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -357464.125000 Penalty: 2608.611572
	Iteration 46Q: 3 clusters Score -357464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -357466.843750 Penalty: 2608.611572
	Iteration 47Q: 3 clusters Score -357466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -357470.812500 Penalty: 2608.611572
	Iteration 48Q: 3 clusters Score -357470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -357472.156250 Penalty: 2608.611572
	Iteration 49Q: 3 clusters Score -357472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -357473.531250 Penalty: 2608.611572
	Iteration 50Q: 3 clusters Score -357473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -357473.812500 Penalty: 2608.611572
	Iteration 51Q: 3 clusters Score -357473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -357473.843750 Penalty: 2608.611572
	Iteration 52Q: 3 clusters Score -357473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -357473.843750 Penalty: 2608.611572
	Iteration 53F: 3 clusters Score -357473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Entering Unmasked Estep 
Score: -839648.875000 Penalty: 1453.234863
	Iteration 0F: 2 clusters Score -839648.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -834041.062500 Penalty: 2906.469727
	Iteration 0F: 3 clusters Score -834041.1 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -835707.062500 Penalty: 2906.469727
	Iteration 1F: 3 clusters Score -835707.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -835904.937500 Penalty: 2906.469727
	Iteration 2F: 3 clusters Score -835904.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -836063.000000 Penalty: 2906.469727
	Iteration 3Q: 3 clusters Score -836063 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -836234.062500 Penalty: 2906.469727
	Iteration 4Q: 3 clusters Score -836234.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -836467.812500 Penalty: 2906.469727
	Iteration 5Q: 3 clusters Score -836467.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -836735.062500 Penalty: 2906.469727
	Iteration 6F: 3 clusters Score -836735.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -837056.437500 Penalty: 2906.469727
	Iteration 7F: 3 clusters Score -837056.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -837375.375000 Penalty: 2906.469727
	Iteration 8F: 3 clusters Score -837375.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -837675.687500 Penalty: 2906.469727
	Iteration 9F: 3 clusters Score -837675.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -837889.750000 Penalty: 2906.469727
	Iteration 10Q: 3 clusters Score -837889.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -838048.812500 Penalty: 2906.469727
	Iteration 11Q: 3 clusters Score -838048.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -838182.812500 Penalty: 2906.469727
	Iteration 12Q: 3 clusters Score -838182.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -838280.562500 Penalty: 2906.469727
	Iteration 13Q: 3 clusters Score -838280.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -838355.625000 Penalty: 2906.469727
	Iteration 14Q: 3 clusters Score -838355.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -838423.000000 Penalty: 2906.469727
	Iteration 15Q: 3 clusters Score -838423 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -838489.125000 Penalty: 2906.469727
	Iteration 16Q: 3 clusters Score -838489.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -838526.812500 Penalty: 2906.469727
	Iteration 17Q: 3 clusters Score -838526.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -838552.625000 Penalty: 2906.469727
	Iteration 18Q: 3 clusters Score -838552.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -838567.625000 Penalty: 2906.469727
	Iteration 19Q: 3 clusters Score -838567.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -838576.562500 Penalty: 2906.469727
	Iteration 20F: 3 clusters Score -838576.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -838586.687500 Penalty: 2906.469727
	Iteration 21Q: 3 clusters Score -838586.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -838590.500000 Penalty: 2906.469727
	Iteration 22Q: 3 clusters Score -838590.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -838590.500000 Penalty: 2906.469727
	Iteration 23Q: 3 clusters Score -838590.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -838593.750000 Penalty: 2906.469727
	Iteration 24Q: 3 clusters Score -838593.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -838595.625000 Penalty: 2906.469727
	Iteration 25Q: 3 clusters Score -838595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -838600.062500 Penalty: 2906.469727
	Iteration 26Q: 3 clusters Score -838600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -838598.250000 Penalty: 2906.469727
	Iteration 27Q: 3 clusters Score -838598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -838600.625000 Penalty: 2906.469727
	Iteration 28Q: 3 clusters Score -838600.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -838602.062500 Penalty: 2906.469727
	Iteration 29Q: 3 clusters Score -838602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -838602.125000 Penalty: 2906.469727
	Iteration 30Q: 3 clusters Score -838602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -838603.750000 Penalty: 2906.469727
	Iteration 31Q: 3 clusters Score -838603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -838604.250000 Penalty: 2906.469727
	Iteration 32Q: 3 clusters Score -838604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -838603.437500 Penalty: 2906.469727
	Iteration 33Q: 3 clusters Score -838603.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -838605.312500 Penalty: 2906.469727
	Iteration 34Q: 3 clusters Score -838605.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -838605.875000 Penalty: 2906.469727
	Iteration 35Q: 3 clusters Score -838605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -838605.687500 Penalty: 2906.469727
	Iteration 36Q: 3 clusters Score -838605.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -838605.187500 Penalty: 2906.469727
	Iteration 37Q: 3 clusters Score -838605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -838605.937500 Penalty: 2906.469727
	Iteration 38Q: 3 clusters Score -838605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -838605.062500 Penalty: 2906.469727
	Iteration 39Q: 3 clusters Score -838605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -838605.187500 Penalty: 2906.469727
	Iteration 40F: 3 clusters Score -838605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -290190.375000 Penalty: 1278.591309
	Iteration 0F: 2 clusters Score -290190.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -287703.406250 Penalty: 2557.182617
	Iteration 0F: 3 clusters Score -287703.4 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -288294.781250 Penalty: 2557.182617
	Iteration 1F: 3 clusters Score -288294.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -288405.125000 Penalty: 2557.182617
	Iteration 2F: 3 clusters Score -288405.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -288484.406250 Penalty: 2557.182617
	Iteration 3Q: 3 clusters Score -288484.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -288542.937500 Penalty: 2557.182617
	Iteration 4Q: 3 clusters Score -288542.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -288613.531250 Penalty: 2557.182617
	Iteration 5Q: 3 clusters Score -288613.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -288693.218750 Penalty: 2557.182617
	Iteration 6Q: 3 clusters Score -288693.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -288765.812500 Penalty: 2557.182617
	Iteration 7Q: 3 clusters Score -288765.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -288826.468750 Penalty: 2557.182617
	Iteration 8Q: 3 clusters Score -288826.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -288891.062500 Penalty: 2557.182617
	Iteration 9Q: 3 clusters Score -288891.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -288959.781250 Penalty: 2557.182617
	Iteration 10Q: 3 clusters Score -288959.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -289012.781250 Penalty: 2557.182617
	Iteration 11Q: 3 clusters Score -289012.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -289041.125000 Penalty: 2557.182617
	Iteration 12Q: 3 clusters Score -289041.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -289064.906250 Penalty: 2557.182617
	Iteration 13Q: 3 clusters Score -289064.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -289083.281250 Penalty: 2557.182617
	Iteration 14Q: 3 clusters Score -289083.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -289101.718750 Penalty: 2557.182617
	Iteration 15Q: 3 clusters Score -289101.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -289111.187500 Penalty: 2557.182617
	Iteration 16Q: 3 clusters Score -289111.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -289119.437500 Penalty: 2557.182617
	Iteration 17Q: 3 clusters Score -289119.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -289123.687500 Penalty: 2557.182617
	Iteration 18Q: 3 clusters Score -289123.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -289127.875000 Penalty: 2557.182617
	Iteration 19Q: 3 clusters Score -289127.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -289133.125000 Penalty: 2557.182617
	Iteration 20F: 3 clusters Score -289133.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -289140.062500 Penalty: 2557.182617
	Iteration 21Q: 3 clusters Score -289140.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -289143.625000 Penalty: 2557.182617
	Iteration 22Q: 3 clusters Score -289143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -289146.781250 Penalty: 2557.182617
	Iteration 23Q: 3 clusters Score -289146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -289148.343750 Penalty: 2557.182617
	Iteration 24Q: 3 clusters Score -289148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -289150.812500 Penalty: 2557.182617
	Iteration 25Q: 3 clusters Score -289150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -289152.406250 Penalty: 2557.182617
	Iteration 26Q: 3 clusters Score -289152.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -289155.250000 Penalty: 2557.182617
	Iteration 27Q: 3 clusters Score -289155.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -289158.687500 Penalty: 2557.182617
	Iteration 28Q: 3 clusters Score -289158.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -289163.156250 Penalty: 2557.182617
	Iteration 29Q: 3 clusters Score -289163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -289168.343750 Penalty: 2557.182617
	Iteration 30Q: 3 clusters Score -289168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -289170.531250 Penalty: 2557.182617
	Iteration 31Q: 3 clusters Score -289170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -289170.531250 Penalty: 2557.182617
	Iteration 32Q: 3 clusters Score -289170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -289172.718750 Penalty: 2557.182617
	Iteration 33Q: 3 clusters Score -289172.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -289176.531250 Penalty: 2557.182617
	Iteration 34Q: 3 clusters Score -289176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -289178.937500 Penalty: 2557.182617
	Iteration 35Q: 3 clusters Score -289178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -289178.937500 Penalty: 2557.182617
	Iteration 36F: 3 clusters Score -289178.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Entering Unmasked Estep 
Score: -522238.406250 Penalty: 1376.459717
	Iteration 0F: 2 clusters Score -522238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -518418.968750 Penalty: 2752.919434
	Iteration 0F: 3 clusters Score -518419 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -519573.437500 Penalty: 2752.919434
	Iteration 1F: 3 clusters Score -519573.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -519867.281250 Penalty: 2752.919434
	Iteration 2F: 3 clusters Score -519867.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -520105.937500 Penalty: 2752.919434
	Iteration 3F: 3 clusters Score -520105.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -520292.250000 Penalty: 2752.919434
	Iteration 4F: 3 clusters Score -520292.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -520459.000000 Penalty: 2752.919434
	Iteration 5F: 3 clusters Score -520459 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -520584.500000 Penalty: 2752.919434
	Iteration 6Q: 3 clusters Score -520584.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -520692.843750 Penalty: 2752.919434
	Iteration 7Q: 3 clusters Score -520692.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -520802.531250 Penalty: 2752.919434
	Iteration 8Q: 3 clusters Score -520802.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -520890.468750 Penalty: 2752.919434
	Iteration 9Q: 3 clusters Score -520890.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -520963.062500 Penalty: 2752.919434
	Iteration 10Q: 3 clusters Score -520963.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -521028.843750 Penalty: 2752.919434
	Iteration 11Q: 3 clusters Score -521028.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -521085.468750 Penalty: 2752.919434
	Iteration 12Q: 3 clusters Score -521085.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -521138.093750 Penalty: 2752.919434
	Iteration 13Q: 3 clusters Score -521138.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -521183.937500 Penalty: 2752.919434
	Iteration 14Q: 3 clusters Score -521183.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -521218.312500 Penalty: 2752.919434
	Iteration 15Q: 3 clusters Score -521218.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -521235.250000 Penalty: 2752.919434
	Iteration 16Q: 3 clusters Score -521235.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -521257.625000 Penalty: 2752.919434
	Iteration 17Q: 3 clusters Score -521257.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -521275.281250 Penalty: 2752.919434
	Iteration 18Q: 3 clusters Score -521275.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -521284.875000 Penalty: 2752.919434
	Iteration 19Q: 3 clusters Score -521284.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -521292.375000 Penalty: 2752.919434
	Iteration 20F: 3 clusters Score -521292.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -521301.375000 Penalty: 2752.919434
	Iteration 21Q: 3 clusters Score -521301.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -521304.375000 Penalty: 2752.919434
	Iteration 22Q: 3 clusters Score -521304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -521308.187500 Penalty: 2752.919434
	Iteration 23Q: 3 clusters Score -521308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -521311.875000 Penalty: 2752.919434
	Iteration 24Q: 3 clusters Score -521311.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -521315.468750 Penalty: 2752.919434
	Iteration 25Q: 3 clusters Score -521315.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -521319.281250 Penalty: 2752.919434
	Iteration 26Q: 3 clusters Score -521319.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -521320.875000 Penalty: 2752.919434
	Iteration 27Q: 3 clusters Score -521320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -521325.437500 Penalty: 2752.919434
	Iteration 28Q: 3 clusters Score -521325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -521330.437500 Penalty: 2752.919434
	Iteration 29Q: 3 clusters Score -521330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -521339.031250 Penalty: 2752.919434
	Iteration 30Q: 3 clusters Score -521339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -521348.031250 Penalty: 2752.919434
	Iteration 31Q: 3 clusters Score -521348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -521354.406250 Penalty: 2752.919434
	Iteration 32Q: 3 clusters Score -521354.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -521358.468750 Penalty: 2752.919434
	Iteration 33Q: 3 clusters Score -521358.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -521366.187500 Penalty: 2752.919434
	Iteration 34Q: 3 clusters Score -521366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -521368.843750 Penalty: 2752.919434
	Iteration 35Q: 3 clusters Score -521368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -521370.156250 Penalty: 2752.919434
	Iteration 36Q: 3 clusters Score -521370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -521371.437500 Penalty: 2752.919434
	Iteration 37Q: 3 clusters Score -521371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -521371.437500 Penalty: 2752.919434
	Iteration 38F: 3 clusters Score -521371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (69586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Entering Unmasked Estep 
Score: -8067561.000000 Penalty: 1811.926880
	Iteration 0F: 2 clusters Score -8067561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -8021448.000000 Penalty: 3623.853760
	Iteration 0F: 3 clusters Score -8021448 nChanged 32749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -8040056.500000 Penalty: 3623.853760
	Iteration 1F: 3 clusters Score -8040056 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -8040653.000000 Penalty: 3623.853760
	Iteration 2Q: 3 clusters Score -8040653 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -8041289.500000 Penalty: 3623.853760
	Iteration 3Q: 3 clusters Score -8041290 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -8042101.000000 Penalty: 3623.853760
	Iteration 4Q: 3 clusters Score -8042101 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -8042933.500000 Penalty: 3623.853760
	Iteration 5Q: 3 clusters Score -8042934 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -8044065.500000 Penalty: 3623.853760
	Iteration 6Q: 3 clusters Score -8044066 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -8045594.000000 Penalty: 3623.853760
	Iteration 7Q: 3 clusters Score -8045594 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -8047664.000000 Penalty: 3623.853760
	Iteration 8Q: 3 clusters Score -8047664 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -8050348.500000 Penalty: 3623.853760
	Iteration 9F: 3 clusters Score -8050348 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -8053252.500000 Penalty: 3623.853760
	Iteration 10F: 3 clusters Score -8053252 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -8055765.500000 Penalty: 3623.853760
	Iteration 11F: 3 clusters Score -8055766 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -8057879.500000 Penalty: 3623.853760
	Iteration 12Q: 3 clusters Score -8057880 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -8059508.500000 Penalty: 3623.853760
	Iteration 13Q: 3 clusters Score -8059508 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -8060882.500000 Penalty: 3623.853760
	Iteration 14Q: 3 clusters Score -8060882 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -8062036.000000 Penalty: 3623.853760
	Iteration 15Q: 3 clusters Score -8062036 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -8063096.500000 Penalty: 3623.853760
	Iteration 16Q: 3 clusters Score -8063096 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8063898.000000 Penalty: 3623.853760
	Iteration 17Q: 3 clusters Score -8063898 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8064578.000000 Penalty: 3623.853760
	Iteration 18Q: 3 clusters Score -8064578 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8065046.000000 Penalty: 3623.853760
	Iteration 19Q: 3 clusters Score -8065046 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8065350.000000 Penalty: 3623.853760
	Iteration 20F: 3 clusters Score -8065350 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68730 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8065538.000000 Penalty: 3623.853760
	Iteration 21Q: 3 clusters Score -8065538 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8065650.500000 Penalty: 3623.853760
	Iteration 22Q: 3 clusters Score -8065650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8065752.000000 Penalty: 3623.853760
	Iteration 23Q: 3 clusters Score -8065752 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8065801.500000 Penalty: 3623.853760
	Iteration 24Q: 3 clusters Score -8065802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8065848.000000 Penalty: 3623.853760
	Iteration 25Q: 3 clusters Score -8065848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8065883.500000 Penalty: 3623.853760
	Iteration 26Q: 3 clusters Score -8065884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8065895.500000 Penalty: 3623.853760
	Iteration 27Q: 3 clusters Score -8065896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8065919.500000 Penalty: 3623.853760
	Iteration 28Q: 3 clusters Score -8065920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8065934.500000 Penalty: 3623.853760
	Iteration 29Q: 3 clusters Score -8065934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8065937.000000 Penalty: 3623.853760
	Iteration 30Q: 3 clusters Score -8065937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8065939.500000 Penalty: 3623.853760
	Iteration 31Q: 3 clusters Score -8065940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8065945.500000 Penalty: 3623.853760
	Iteration 32Q: 3 clusters Score -8065946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8065953.500000 Penalty: 3623.853760
	Iteration 33Q: 3 clusters Score -8065954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8065960.000000 Penalty: 3623.853760
	Iteration 34Q: 3 clusters Score -8065960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8065961.500000 Penalty: 3623.853760
	Iteration 35Q: 3 clusters Score -8065962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8065963.000000 Penalty: 3623.853760
	Iteration 36Q: 3 clusters Score -8065963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8065962.000000 Penalty: 3623.853760
	Iteration 37Q: 3 clusters Score -8065962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8065966.000000 Penalty: 3623.853760
	Iteration 38Q: 3 clusters Score -8065966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8065974.000000 Penalty: 3623.853760
	Iteration 39Q: 3 clusters Score -8065974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8065972.500000 Penalty: 3623.853760
	Iteration 40F: 3 clusters Score -8065972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -477778.437500 Penalty: 1353.843628
	Iteration 0F: 2 clusters Score -477778.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -474387.500000 Penalty: 2707.687256
	Iteration 0F: 3 clusters Score -474387.5 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -475309.718750 Penalty: 2707.687256
	Iteration 1F: 3 clusters Score -475309.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -475528.187500 Penalty: 2707.687256
	Iteration 2F: 3 clusters Score -475528.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -475643.437500 Penalty: 2707.687256
	Iteration 3F: 3 clusters Score -475643.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -475706.687500 Penalty: 2707.687256
	Iteration 4Q: 3 clusters Score -475706.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -475763.187500 Penalty: 2707.687256
	Iteration 5Q: 3 clusters Score -475763.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -475821.812500 Penalty: 2707.687256
	Iteration 6Q: 3 clusters Score -475821.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -475876.250000 Penalty: 2707.687256
	Iteration 7Q: 3 clusters Score -475876.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -475929.750000 Penalty: 2707.687256
	Iteration 8Q: 3 clusters Score -475929.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -475983.968750 Penalty: 2707.687256
	Iteration 9Q: 3 clusters Score -475984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -476038.312500 Penalty: 2707.687256
	Iteration 10Q: 3 clusters Score -476038.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -476089.593750 Penalty: 2707.687256
	Iteration 11Q: 3 clusters Score -476089.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -476134.750000 Penalty: 2707.687256
	Iteration 12Q: 3 clusters Score -476134.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -476181.281250 Penalty: 2707.687256
	Iteration 13Q: 3 clusters Score -476181.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -476238.000000 Penalty: 2707.687256
	Iteration 14Q: 3 clusters Score -476238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -476283.625000 Penalty: 2707.687256
	Iteration 15Q: 3 clusters Score -476283.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -476326.656250 Penalty: 2707.687256
	Iteration 16Q: 3 clusters Score -476326.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -476375.750000 Penalty: 2707.687256
	Iteration 17Q: 3 clusters Score -476375.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -476419.000000 Penalty: 2707.687256
	Iteration 18Q: 3 clusters Score -476419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -476450.968750 Penalty: 2707.687256
	Iteration 19Q: 3 clusters Score -476451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -476475.562500 Penalty: 2707.687256
	Iteration 20F: 3 clusters Score -476475.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -476499.750000 Penalty: 2707.687256
	Iteration 21Q: 3 clusters Score -476499.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -476519.906250 Penalty: 2707.687256
	Iteration 22Q: 3 clusters Score -476519.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -476539.718750 Penalty: 2707.687256
	Iteration 23Q: 3 clusters Score -476539.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -476566.281250 Penalty: 2707.687256
	Iteration 24Q: 3 clusters Score -476566.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -476580.875000 Penalty: 2707.687256
	Iteration 25Q: 3 clusters Score -476580.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -476596.375000 Penalty: 2707.687256
	Iteration 26Q: 3 clusters Score -476596.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -476606.375000 Penalty: 2707.687256
	Iteration 27Q: 3 clusters Score -476606.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -476611.937500 Penalty: 2707.687256
	Iteration 28Q: 3 clusters Score -476611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -476616.031250 Penalty: 2707.687256
	Iteration 29Q: 3 clusters Score -476616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -476620.500000 Penalty: 2707.687256
	Iteration 30Q: 3 clusters Score -476620.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -476626.062500 Penalty: 2707.687256
	Iteration 31Q: 3 clusters Score -476626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -476629.531250 Penalty: 2707.687256
	Iteration 32Q: 3 clusters Score -476629.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -476631.093750 Penalty: 2707.687256
	Iteration 33Q: 3 clusters Score -476631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -476632.250000 Penalty: 2707.687256
	Iteration 34Q: 3 clusters Score -476632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -476634.312500 Penalty: 2707.687256
	Iteration 35Q: 3 clusters Score -476634.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -476634.281250 Penalty: 2707.687256
	Iteration 36Q: 3 clusters Score -476634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -476635.750000 Penalty: 2707.687256
	Iteration 37Q: 3 clusters Score -476635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -476639.062500 Penalty: 2707.687256
	Iteration 38Q: 3 clusters Score -476639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -476640.812500 Penalty: 2707.687256
	Iteration 39Q: 3 clusters Score -476640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -476643.875000 Penalty: 2707.687256
	Iteration 40F: 3 clusters Score -476643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -476644.031250 Penalty: 2707.687256
	Iteration 41Q: 3 clusters Score -476644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -476645.437500 Penalty: 2707.687256
	Iteration 42Q: 3 clusters Score -476645.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -476645.437500 Penalty: 2707.687256
	Iteration 43F: 3 clusters Score -476645.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 13639 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 93507 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 69788 members 
Mstep: Class 10 contains 12973 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86482 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26734 members 
Mstep: Class 15 contains 12749 members 
Mstep: Class 16 contains 14141 members 
Mstep: Class 17 contains 133185 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 105769 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 69586 members 
Mstep: Class 28 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217096.000000 Penalty: 61608.199219
Iteration 279Q: 29 clusters Score -8.62171e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 13639 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 93597 members 
Mstep: Class 7 contains 3980 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 69567 members 
Mstep: Class 10 contains 12963 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86633 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26735 members 
Mstep: Class 15 contains 12748 members 
Mstep: Class 16 contains 14127 members 
Mstep: Class 17 contains 133143 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3354 members 
Mstep: Class 21 contains 105831 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 69546 members 
Mstep: Class 28 contains 4160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217112.000000 Penalty: 61608.199219
Iteration 280F: 29 clusters Score -8.621711e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 13637 members 
Mstep: Class 3 contains 15342 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 93717 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 69329 members 
Mstep: Class 10 contains 12961 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86733 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26735 members 
Mstep: Class 15 contains 12750 members 
Mstep: Class 16 contains 14115 members 
Mstep: Class 17 contains 133136 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3351 members 
Mstep: Class 21 contains 105889 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3050 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 69505 members 
Mstep: Class 28 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217032.000000 Penalty: 61608.199219
Iteration 281Q: 29 clusters Score -8.621703e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 13635 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 93834 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 9 contains 69090 members 
Mstep: Class 10 contains 12961 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86838 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26738 members 
Mstep: Class 15 contains 12755 members 
Mstep: Class 16 contains 14106 members 
Mstep: Class 17 contains 133108 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 105956 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 69457 members 
Mstep: Class 28 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216968.000000 Penalty: 61608.199219
Iteration 282Q: 29 clusters Score -8.621697e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 13636 members 
Mstep: Class 3 contains 15332 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 93945 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 1648 members 
Mstep: Class 9 contains 68849 members 
Mstep: Class 10 contains 12967 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 86923 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26741 members 
Mstep: Class 15 contains 12759 members 
Mstep: Class 16 contains 14093 members 
Mstep: Class 17 contains 133088 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3351 members 
Mstep: Class 21 contains 106024 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3034 members 
Mstep: Class 24 contains 7653 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 69423 members 
Mstep: Class 28 contains 4175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217120.000000 Penalty: 61608.199219
Iteration 283Q: 29 clusters Score -8.621712e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 13633 members 
Mstep: Class 3 contains 15331 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 94067 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 1650 members 
Mstep: Class 9 contains 68621 members 
Mstep: Class 10 contains 12967 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87031 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 26743 members 
Mstep: Class 15 contains 12759 members 
Mstep: Class 16 contains 14083 members 
Mstep: Class 17 contains 133069 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 106078 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3025 members 
Mstep: Class 24 contains 7653 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 69374 members 
Mstep: Class 28 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216976.000000 Penalty: 61608.199219
Iteration 284Q: 29 clusters Score -8.621698e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 13632 members 
Mstep: Class 3 contains 15328 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3702 members 
Mstep: Class 6 contains 94186 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1654 members 
Mstep: Class 9 contains 68394 members 
Mstep: Class 10 contains 12968 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87143 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26741 members 
Mstep: Class 15 contains 12760 members 
Mstep: Class 16 contains 14071 members 
Mstep: Class 17 contains 133051 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 106114 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3023 members 
Mstep: Class 24 contains 7653 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 69333 members 
Mstep: Class 28 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216880.000000 Penalty: 61608.199219
Iteration 285Q: 29 clusters Score -8.621688e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 13629 members 
Mstep: Class 3 contains 15328 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 94290 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 1658 members 
Mstep: Class 9 contains 68170 members 
Mstep: Class 10 contains 12966 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87245 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26737 members 
Mstep: Class 15 contains 12753 members 
Mstep: Class 16 contains 14063 members 
Mstep: Class 17 contains 133028 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 106170 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3015 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 69295 members 
Mstep: Class 28 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216888.000000 Penalty: 61608.199219
Iteration 286Q: 29 clusters Score -8.621689e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 13628 members 
Mstep: Class 3 contains 15328 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3702 members 
Mstep: Class 6 contains 94429 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 67938 members 
Mstep: Class 10 contains 12966 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87306 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26734 members 
Mstep: Class 15 contains 12749 members 
Mstep: Class 16 contains 14058 members 
Mstep: Class 17 contains 133008 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 106222 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 69253 members 
Mstep: Class 28 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216832.000000 Penalty: 61608.199219
Iteration 287Q: 29 clusters Score -8.621683e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 13631 members 
Mstep: Class 3 contains 15323 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 94579 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 67703 members 
Mstep: Class 10 contains 12957 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87386 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26734 members 
Mstep: Class 15 contains 12747 members 
Mstep: Class 16 contains 14048 members 
Mstep: Class 17 contains 132996 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3343 members 
Mstep: Class 21 contains 106294 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 69196 members 
Mstep: Class 28 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216736.000000 Penalty: 61608.199219
Iteration 288Q: 29 clusters Score -8.621674e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 13627 members 
Mstep: Class 3 contains 15321 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 94708 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 67464 members 
Mstep: Class 10 contains 12956 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87454 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26735 members 
Mstep: Class 15 contains 12735 members 
Mstep: Class 16 contains 14041 members 
Mstep: Class 17 contains 132990 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 21 contains 106385 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 69136 members 
Mstep: Class 28 contains 4184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216576.000000 Penalty: 61608.199219
Iteration 289Q: 29 clusters Score -8.621658e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 13617 members 
Mstep: Class 3 contains 15319 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 94865 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 1663 members 
Mstep: Class 9 contains 67239 members 
Mstep: Class 10 contains 12952 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87498 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26742 members 
Mstep: Class 15 contains 12725 members 
Mstep: Class 16 contains 14028 members 
Mstep: Class 17 contains 132978 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3340 members 
Mstep: Class 21 contains 106463 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 69098 members 
Mstep: Class 28 contains 4187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216480.000000 Penalty: 61608.199219
Iteration 290Q: 29 clusters Score -8.621648e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 13614 members 
Mstep: Class 3 contains 15320 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 95056 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 1663 members 
Mstep: Class 9 contains 67020 members 
Mstep: Class 10 contains 12953 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87528 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 12720 members 
Mstep: Class 16 contains 14017 members 
Mstep: Class 17 contains 132966 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 106511 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2983 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 69037 members 
Mstep: Class 28 contains 4192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216536.000000 Penalty: 61608.199219
Iteration 291Q: 29 clusters Score -8.621654e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 13614 members 
Mstep: Class 3 contains 15324 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 95205 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 1664 members 
Mstep: Class 9 contains 66781 members 
Mstep: Class 10 contains 12951 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87576 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 12718 members 
Mstep: Class 16 contains 14005 members 
Mstep: Class 17 contains 132952 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 106589 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2616 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 68978 members 
Mstep: Class 28 contains 4193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216640.000000 Penalty: 61608.199219
Iteration 292Q: 29 clusters Score -8.621664e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 13615 members 
Mstep: Class 3 contains 15326 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3695 members 
Mstep: Class 6 contains 95381 members 
Mstep: Class 7 contains 3957 members 
Mstep: Class 8 contains 1664 members 
Mstep: Class 9 contains 66547 members 
Mstep: Class 10 contains 12943 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87607 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 12722 members 
Mstep: Class 16 contains 13998 members 
Mstep: Class 17 contains 132952 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3331 members 
Mstep: Class 21 contains 106651 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2615 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 68917 members 
Mstep: Class 28 contains 4197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216648.000000 Penalty: 61608.199219
Iteration 293Q: 29 clusters Score -8.621665e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 13615 members 
Mstep: Class 3 contains 15327 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 95542 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 1665 members 
Mstep: Class 9 contains 66315 members 
Mstep: Class 10 contains 12943 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87643 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 12725 members 
Mstep: Class 16 contains 13991 members 
Mstep: Class 17 contains 132943 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 106720 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 7655 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 68859 members 
Mstep: Class 28 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216536.000000 Penalty: 61608.199219
Iteration 294Q: 29 clusters Score -8.621654e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 13612 members 
Mstep: Class 3 contains 15328 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 95694 members 
Mstep: Class 7 contains 3957 members 
Mstep: Class 8 contains 1666 members 
Mstep: Class 9 contains 66097 members 
Mstep: Class 10 contains 12939 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87674 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 132947 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3328 members 
Mstep: Class 21 contains 106777 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 7655 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 68806 members 
Mstep: Class 28 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216360.000000 Penalty: 61608.199219
Iteration 295Q: 29 clusters Score -8.621636e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 13615 members 
Mstep: Class 3 contains 15335 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 95841 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 1667 members 
Mstep: Class 9 contains 65856 members 
Mstep: Class 10 contains 12932 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87707 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26750 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 13983 members 
Mstep: Class 17 contains 132960 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3328 members 
Mstep: Class 21 contains 106859 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 7655 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 68756 members 
Mstep: Class 28 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216280.000000 Penalty: 61608.199219
Iteration 296Q: 29 clusters Score -8.621628e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 13614 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 96020 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 1668 members 
Mstep: Class 9 contains 65587 members 
Mstep: Class 10 contains 12930 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87724 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26755 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 16 contains 13975 members 
Mstep: Class 17 contains 132964 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3331 members 
Mstep: Class 21 contains 106963 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2966 members 
Mstep: Class 24 contains 7655 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 68704 members 
Mstep: Class 28 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216208.000000 Penalty: 61608.199219
Iteration 297Q: 29 clusters Score -8.621621e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 13616 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 96207 members 
Mstep: Class 7 contains 3945 members 
Mstep: Class 8 contains 1669 members 
Mstep: Class 9 contains 65289 members 
Mstep: Class 10 contains 12928 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87733 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26759 members 
Mstep: Class 15 contains 12728 members 
Mstep: Class 16 contains 13972 members 
Mstep: Class 17 contains 132971 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 107077 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 7655 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 68661 members 
Mstep: Class 28 contains 4214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216216.000000 Penalty: 61608.199219
Iteration 298Q: 29 clusters Score -8.621622e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 13618 members 
Mstep: Class 3 contains 15345 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 96410 members 
Mstep: Class 7 contains 3940 members 
Mstep: Class 8 contains 1669 members 
Mstep: Class 9 contains 64998 members 
Mstep: Class 10 contains 12926 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87726 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 12728 members 
Mstep: Class 16 contains 13965 members 
Mstep: Class 17 contains 132981 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3330 members 
Mstep: Class 21 contains 107186 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 68609 members 
Mstep: Class 28 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216120.000000 Penalty: 61608.199219
Iteration 299Q: 29 clusters Score -8.621612e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 13620 members 
Mstep: Class 3 contains 15347 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 96621 members 
Mstep: Class 7 contains 3942 members 
Mstep: Class 8 contains 1669 members 
Mstep: Class 9 contains 64727 members 
Mstep: Class 10 contains 12927 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87742 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 12730 members 
Mstep: Class 16 contains 13945 members 
Mstep: Class 17 contains 132990 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3326 members 
Mstep: Class 21 contains 107247 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 68555 members 
Mstep: Class 28 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216104.000000 Penalty: 61608.199219
Iteration 300F: 29 clusters Score -8.62161e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 13621 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 96819 members 
Mstep: Class 7 contains 3941 members 
Mstep: Class 8 contains 1669 members 
Mstep: Class 9 contains 64457 members 
Mstep: Class 10 contains 12923 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87782 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 12732 members 
Mstep: Class 16 contains 13922 members 
Mstep: Class 17 contains 132992 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 107334 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 68492 members 
Mstep: Class 28 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215992.000000 Penalty: 61608.199219
Iteration 301Q: 29 clusters Score -8.621599e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 13624 members 
Mstep: Class 3 contains 15357 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 97003 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 64163 members 
Mstep: Class 10 contains 12916 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87824 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 13908 members 
Mstep: Class 17 contains 132995 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 107439 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 68430 members 
Mstep: Class 28 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215832.000000 Penalty: 61608.199219
Iteration 302Q: 29 clusters Score -8.621583e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 13627 members 
Mstep: Class 3 contains 15357 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 97190 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 63886 members 
Mstep: Class 10 contains 12911 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87850 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 12737 members 
Mstep: Class 16 contains 13895 members 
Mstep: Class 17 contains 133001 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3316 members 
Mstep: Class 21 contains 107531 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 68379 members 
Mstep: Class 28 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215808.000000 Penalty: 61608.199219
Iteration 303Q: 29 clusters Score -8.621581e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 13629 members 
Mstep: Class 3 contains 15361 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 97399 members 
Mstep: Class 7 contains 3936 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 63568 members 
Mstep: Class 10 contains 12909 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87863 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26770 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 13881 members 
Mstep: Class 17 contains 133009 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 107646 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2606 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 68331 members 
Mstep: Class 28 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215632.000000 Penalty: 61608.199219
Iteration 304Q: 29 clusters Score -8.621563e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 13634 members 
Mstep: Class 3 contains 15362 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 97592 members 
Mstep: Class 7 contains 3941 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 63226 members 
Mstep: Class 10 contains 12909 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87884 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26769 members 
Mstep: Class 15 contains 12742 members 
Mstep: Class 16 contains 13871 members 
Mstep: Class 17 contains 133024 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 107776 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2604 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 68292 members 
Mstep: Class 28 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215704.000000 Penalty: 61608.199219
Iteration 305Q: 29 clusters Score -8.62157e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 13630 members 
Mstep: Class 3 contains 15363 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 97765 members 
Mstep: Class 7 contains 3941 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 62898 members 
Mstep: Class 10 contains 12909 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87921 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 12738 members 
Mstep: Class 16 contains 13857 members 
Mstep: Class 17 contains 133042 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 107921 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2603 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 68264 members 
Mstep: Class 28 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215760.000000 Penalty: 61608.199219
Iteration 306Q: 29 clusters Score -8.621576e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 13626 members 
Mstep: Class 3 contains 15371 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 97919 members 
Mstep: Class 7 contains 3944 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 62583 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 87954 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 13847 members 
Mstep: Class 17 contains 133064 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 108053 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2604 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 68220 members 
Mstep: Class 28 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215576.000000 Penalty: 61608.199219
Iteration 307Q: 29 clusters Score -8.621558e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 13623 members 
Mstep: Class 3 contains 15373 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 98042 members 
Mstep: Class 7 contains 3947 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 62282 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88002 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 12746 members 
Mstep: Class 16 contains 13840 members 
Mstep: Class 17 contains 133075 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 21 contains 108194 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2605 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 68185 members 
Mstep: Class 28 contains 4193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215552.000000 Penalty: 61608.199219
Iteration 308Q: 29 clusters Score -8.621555e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 13623 members 
Mstep: Class 3 contains 15374 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 98173 members 
Mstep: Class 7 contains 3950 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 61981 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88018 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 12752 members 
Mstep: Class 16 contains 13826 members 
Mstep: Class 17 contains 133081 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 21 contains 108344 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2605 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 68160 members 
Mstep: Class 28 contains 4191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215464.000000 Penalty: 61608.199219
Iteration 309Q: 29 clusters Score -8.621546e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 13625 members 
Mstep: Class 3 contains 15371 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 98326 members 
Mstep: Class 7 contains 3954 members 
Mstep: Class 8 contains 1669 members 
Mstep: Class 9 contains 61720 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88018 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12754 members 
Mstep: Class 16 contains 13818 members 
Mstep: Class 17 contains 133089 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 108452 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2951 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2605 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 68130 members 
Mstep: Class 28 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215456.000000 Penalty: 61608.199219
Iteration 310Q: 29 clusters Score -8.621546e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 13626 members 
Mstep: Class 3 contains 15370 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 98471 members 
Mstep: Class 7 contains 3957 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 61448 members 
Mstep: Class 10 contains 12916 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88025 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12756 members 
Mstep: Class 16 contains 13812 members 
Mstep: Class 17 contains 133094 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3314 members 
Mstep: Class 21 contains 108561 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2949 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2604 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 68113 members 
Mstep: Class 28 contains 4186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215528.000000 Penalty: 61608.199219
Iteration 311Q: 29 clusters Score -8.621553e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 13625 members 
Mstep: Class 3 contains 15365 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 98622 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 61171 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88053 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12762 members 
Mstep: Class 16 contains 13801 members 
Mstep: Class 17 contains 133097 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3315 members 
Mstep: Class 21 contains 108656 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2949 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 68110 members 
Mstep: Class 28 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215328.000000 Penalty: 61608.199219
Iteration 312Q: 29 clusters Score -8.621533e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 13628 members 
Mstep: Class 3 contains 15368 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 98767 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 60894 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88068 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 13784 members 
Mstep: Class 17 contains 133104 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3314 members 
Mstep: Class 21 contains 108753 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 68112 members 
Mstep: Class 28 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215168.000000 Penalty: 61608.199219
Iteration 313Q: 29 clusters Score -8.621517e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 13629 members 
Mstep: Class 3 contains 15367 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 98910 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 60623 members 
Mstep: Class 10 contains 12916 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88094 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 12777 members 
Mstep: Class 16 contains 13770 members 
Mstep: Class 17 contains 133120 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3315 members 
Mstep: Class 21 contains 108849 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2947 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 68103 members 
Mstep: Class 28 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215168.000000 Penalty: 61608.199219
Iteration 314Q: 29 clusters Score -8.621517e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 13629 members 
Mstep: Class 3 contains 15366 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 99070 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 60360 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88120 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 12781 members 
Mstep: Class 16 contains 13755 members 
Mstep: Class 17 contains 133131 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3315 members 
Mstep: Class 21 contains 108923 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 68087 members 
Mstep: Class 28 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215088.000000 Penalty: 61608.199219
Iteration 315Q: 29 clusters Score -8.621509e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 13633 members 
Mstep: Class 3 contains 15362 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 99208 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 60081 members 
Mstep: Class 10 contains 12916 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88159 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12784 members 
Mstep: Class 16 contains 13747 members 
Mstep: Class 17 contains 133149 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 109026 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2940 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 68071 members 
Mstep: Class 28 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215096.000000 Penalty: 61608.199219
Iteration 316Q: 29 clusters Score -8.62151e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 13633 members 
Mstep: Class 3 contains 15364 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 99322 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 59771 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88214 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 12794 members 
Mstep: Class 16 contains 13735 members 
Mstep: Class 17 contains 133147 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3314 members 
Mstep: Class 21 contains 109161 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2940 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 68059 members 
Mstep: Class 28 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215192.000000 Penalty: 61608.199219
Iteration 317Q: 29 clusters Score -8.621519e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 13632 members 
Mstep: Class 3 contains 15364 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 99442 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 59439 members 
Mstep: Class 10 contains 12915 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88274 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 13726 members 
Mstep: Class 17 contains 133161 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3317 members 
Mstep: Class 21 contains 109297 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 68036 members 
Mstep: Class 28 contains 4185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215160.000000 Penalty: 61608.199219
Iteration 318Q: 29 clusters Score -8.621516e+07 nChanged 976
Entering ConstructFrom: 
Score: -86215160.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (65689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Entering Unmasked Estep 
Score: -7646652.000000 Penalty: 1802.561523
	Iteration 0F: 2 clusters Score -7646652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -7602772.500000 Penalty: 3605.123047
	Iteration 0F: 3 clusters Score -7602772 nChanged 31283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -7620764.000000 Penalty: 3605.123047
	Iteration 1F: 3 clusters Score -7620764 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -7621479.500000 Penalty: 3605.123047
	Iteration 2Q: 3 clusters Score -7621480 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -7622385.000000 Penalty: 3605.123047
	Iteration 3Q: 3 clusters Score -7622385 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -7623574.000000 Penalty: 3605.123047
	Iteration 4Q: 3 clusters Score -7623574 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -7625113.000000 Penalty: 3605.123047
	Iteration 5F: 3 clusters Score -7625113 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -7627263.000000 Penalty: 3605.123047
	Iteration 6F: 3 clusters Score -7627263 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -7630219.000000 Penalty: 3605.123047
	Iteration 7F: 3 clusters Score -7630219 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -7633852.500000 Penalty: 3605.123047
	Iteration 8F: 3 clusters Score -7633852 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -7637068.500000 Penalty: 3605.123047
	Iteration 9F: 3 clusters Score -7637068 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -7639285.000000 Penalty: 3605.123047
	Iteration 10Q: 3 clusters Score -7639285 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -7640509.000000 Penalty: 3605.123047
	Iteration 11Q: 3 clusters Score -7640509 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -7641263.500000 Penalty: 3605.123047
	Iteration 12Q: 3 clusters Score -7641264 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -7641828.500000 Penalty: 3605.123047
	Iteration 13Q: 3 clusters Score -7641828 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -7642394.500000 Penalty: 3605.123047
	Iteration 14Q: 3 clusters Score -7642394 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -7642919.000000 Penalty: 3605.123047
	Iteration 15Q: 3 clusters Score -7642919 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -7643292.500000 Penalty: 3605.123047
	Iteration 16Q: 3 clusters Score -7643292 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -7643732.500000 Penalty: 3605.123047
	Iteration 17Q: 3 clusters Score -7643732 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -7644105.000000 Penalty: 3605.123047
	Iteration 18Q: 3 clusters Score -7644105 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -7644394.000000 Penalty: 3605.123047
	Iteration 19Q: 3 clusters Score -7644394 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -7644699.500000 Penalty: 3605.123047
	Iteration 20F: 3 clusters Score -7644700 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -7644932.000000 Penalty: 3605.123047
	Iteration 21Q: 3 clusters Score -7644932 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7645095.000000 Penalty: 3605.123047
	Iteration 22Q: 3 clusters Score -7645095 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -7645267.500000 Penalty: 3605.123047
	Iteration 23Q: 3 clusters Score -7645268 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7645367.500000 Penalty: 3605.123047
	Iteration 24Q: 3 clusters Score -7645368 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7645430.500000 Penalty: 3605.123047
	Iteration 25Q: 3 clusters Score -7645430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7645480.000000 Penalty: 3605.123047
	Iteration 26Q: 3 clusters Score -7645480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -7645526.000000 Penalty: 3605.123047
	Iteration 27Q: 3 clusters Score -7645526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -7645505.500000 Penalty: 3605.123047
	Iteration 28Q: 3 clusters Score -7645506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7645508.500000 Penalty: 3605.123047
	Iteration 29Q: 3 clusters Score -7645508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7645518.500000 Penalty: 3605.123047
	Iteration 30Q: 3 clusters Score -7645518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7645513.500000 Penalty: 3605.123047
	Iteration 31Q: 3 clusters Score -7645514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7645533.500000 Penalty: 3605.123047
	Iteration 32Q: 3 clusters Score -7645534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7645544.500000 Penalty: 3605.123047
	Iteration 33Q: 3 clusters Score -7645544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7645547.000000 Penalty: 3605.123047
	Iteration 34Q: 3 clusters Score -7645547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7645544.000000 Penalty: 3605.123047
	Iteration 35Q: 3 clusters Score -7645544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7645544.000000 Penalty: 3605.123047
	Iteration 36Q: 3 clusters Score -7645544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7645547.000000 Penalty: 3605.123047
	Iteration 37Q: 3 clusters Score -7645547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7645548.500000 Penalty: 3605.123047
	Iteration 38Q: 3 clusters Score -7645548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7645541.500000 Penalty: 3605.123047
	Iteration 39Q: 3 clusters Score -7645542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7645542.500000 Penalty: 3605.123047
	Iteration 40F: 3 clusters Score -7645542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -7645545.500000 Penalty: 3605.123047
	Iteration 41Q: 3 clusters Score -7645546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7645550.000000 Penalty: 3605.123047
	Iteration 42Q: 3 clusters Score -7645550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63279 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7645545.000000 Penalty: 3605.123047
	Iteration 43Q: 3 clusters Score -7645545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7645546.000000 Penalty: 3605.123047
	Iteration 44Q: 3 clusters Score -7645546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7645547.500000 Penalty: 3605.123047
	Iteration 45Q: 3 clusters Score -7645548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7645561.500000 Penalty: 3605.123047
	Iteration 46Q: 3 clusters Score -7645562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7645562.000000 Penalty: 3605.123047
	Iteration 47Q: 3 clusters Score -7645562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7645566.500000 Penalty: 3605.123047
	Iteration 48Q: 3 clusters Score -7645566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7645558.000000 Penalty: 3605.123047
	Iteration 49Q: 3 clusters Score -7645558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7645555.000000 Penalty: 3605.123047
	Iteration 50Q: 3 clusters Score -7645555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7645555.000000 Penalty: 3605.123047
	Iteration 51Q: 3 clusters Score -7645555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7645549.000000 Penalty: 3605.123047
	Iteration 52Q: 3 clusters Score -7645549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7645550.000000 Penalty: 3605.123047
	Iteration 53Q: 3 clusters Score -7645550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7645554.000000 Penalty: 3605.123047
	Iteration 54Q: 3 clusters Score -7645554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -7645557.500000 Penalty: 3605.123047
	Iteration 55Q: 3 clusters Score -7645558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7645558.000000 Penalty: 3605.123047
	Iteration 56Q: 3 clusters Score -7645558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7645552.500000 Penalty: 3605.123047
	Iteration 57Q: 3 clusters Score -7645552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7645560.500000 Penalty: 3605.123047
	Iteration 58Q: 3 clusters Score -7645560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7645562.500000 Penalty: 3605.123047
	Iteration 59Q: 3 clusters Score -7645562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7645561.500000 Penalty: 3605.123047
	Iteration 60F: 3 clusters Score -7645562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7645566.500000 Penalty: 3605.123047
	Iteration 61Q: 3 clusters Score -7645566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7645564.500000 Penalty: 3605.123047
	Iteration 62Q: 3 clusters Score -7645564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7645560.500000 Penalty: 3605.123047
	Iteration 63Q: 3 clusters Score -7645560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7645571.000000 Penalty: 3605.123047
	Iteration 64Q: 3 clusters Score -7645571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7645562.000000 Penalty: 3605.123047
	Iteration 65Q: 3 clusters Score -7645562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7645563.500000 Penalty: 3605.123047
	Iteration 66Q: 3 clusters Score -7645564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7645565.000000 Penalty: 3605.123047
	Iteration 67Q: 3 clusters Score -7645565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7645572.500000 Penalty: 3605.123047
	Iteration 68Q: 3 clusters Score -7645572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7645566.500000 Penalty: 3605.123047
	Iteration 69Q: 3 clusters Score -7645566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7645566.500000 Penalty: 3605.123047
	Iteration 70Q: 3 clusters Score -7645566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7645569.500000 Penalty: 3605.123047
	Iteration 71Q: 3 clusters Score -7645570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7645569.500000 Penalty: 3605.123047
	Iteration 72Q: 3 clusters Score -7645570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7645571.500000 Penalty: 3605.123047
	Iteration 73Q: 3 clusters Score -7645572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7645571.500000 Penalty: 3605.123047
	Iteration 74F: 3 clusters Score -7645572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Entering Unmasked Estep 
Score: -1591854.625000 Penalty: 1547.016479
	Iteration 0F: 2 clusters Score -1591855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1582300.250000 Penalty: 3094.032959
	Iteration 0F: 3 clusters Score -1582300 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1585542.000000 Penalty: 3094.032959
	Iteration 1F: 3 clusters Score -1585542 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1585792.250000 Penalty: 3094.032959
	Iteration 2F: 3 clusters Score -1585792 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1585981.875000 Penalty: 3094.032959
	Iteration 3Q: 3 clusters Score -1585982 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1586128.375000 Penalty: 3094.032959
	Iteration 4Q: 3 clusters Score -1586128 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1586255.000000 Penalty: 3094.032959
	Iteration 5Q: 3 clusters Score -1586255 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1586382.500000 Penalty: 3094.032959
	Iteration 6Q: 3 clusters Score -1586382 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1586501.750000 Penalty: 3094.032959
	Iteration 7Q: 3 clusters Score -1586502 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1586604.875000 Penalty: 3094.032959
	Iteration 8Q: 3 clusters Score -1586605 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1586716.125000 Penalty: 3094.032959
	Iteration 9Q: 3 clusters Score -1586716 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1586860.125000 Penalty: 3094.032959
	Iteration 10Q: 3 clusters Score -1586860 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1587028.125000 Penalty: 3094.032959
	Iteration 11Q: 3 clusters Score -1587028 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1587258.000000 Penalty: 3094.032959
	Iteration 12Q: 3 clusters Score -1587258 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1587561.000000 Penalty: 3094.032959
	Iteration 13Q: 3 clusters Score -1587561 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1587924.750000 Penalty: 3094.032959
	Iteration 14Q: 3 clusters Score -1587925 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1588278.250000 Penalty: 3094.032959
	Iteration 15Q: 3 clusters Score -1588278 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1588533.125000 Penalty: 3094.032959
	Iteration 16Q: 3 clusters Score -1588533 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1588719.250000 Penalty: 3094.032959
	Iteration 17Q: 3 clusters Score -1588719 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1588860.000000 Penalty: 3094.032959
	Iteration 18Q: 3 clusters Score -1588860 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1588942.250000 Penalty: 3094.032959
	Iteration 19Q: 3 clusters Score -1588942 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1589001.500000 Penalty: 3094.032959
	Iteration 20F: 3 clusters Score -1589002 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1589065.250000 Penalty: 3094.032959
	Iteration 21Q: 3 clusters Score -1589065 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1589132.000000 Penalty: 3094.032959
	Iteration 22Q: 3 clusters Score -1589132 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1589183.750000 Penalty: 3094.032959
	Iteration 23Q: 3 clusters Score -1589184 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1589247.125000 Penalty: 3094.032959
	Iteration 24Q: 3 clusters Score -1589247 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1589294.500000 Penalty: 3094.032959
	Iteration 25Q: 3 clusters Score -1589294 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1589343.750000 Penalty: 3094.032959
	Iteration 26Q: 3 clusters Score -1589344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1589389.000000 Penalty: 3094.032959
	Iteration 27Q: 3 clusters Score -1589389 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1589421.250000 Penalty: 3094.032959
	Iteration 28Q: 3 clusters Score -1589421 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1589451.625000 Penalty: 3094.032959
	Iteration 29Q: 3 clusters Score -1589452 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1589479.000000 Penalty: 3094.032959
	Iteration 30Q: 3 clusters Score -1589479 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1589504.250000 Penalty: 3094.032959
	Iteration 31Q: 3 clusters Score -1589504 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1589530.000000 Penalty: 3094.032959
	Iteration 32Q: 3 clusters Score -1589530 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1589561.875000 Penalty: 3094.032959
	Iteration 33Q: 3 clusters Score -1589562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1589581.500000 Penalty: 3094.032959
	Iteration 34Q: 3 clusters Score -1589582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1589600.250000 Penalty: 3094.032959
	Iteration 35Q: 3 clusters Score -1589600 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1589618.875000 Penalty: 3094.032959
	Iteration 36Q: 3 clusters Score -1589619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1589634.625000 Penalty: 3094.032959
	Iteration 37Q: 3 clusters Score -1589635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1589643.625000 Penalty: 3094.032959
	Iteration 38Q: 3 clusters Score -1589644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1589654.625000 Penalty: 3094.032959
	Iteration 39Q: 3 clusters Score -1589655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1589658.750000 Penalty: 3094.032959
	Iteration 40F: 3 clusters Score -1589659 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1589669.125000 Penalty: 3094.032959
	Iteration 41Q: 3 clusters Score -1589669 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1589678.750000 Penalty: 3094.032959
	Iteration 42Q: 3 clusters Score -1589679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1589689.750000 Penalty: 3094.032959
	Iteration 43Q: 3 clusters Score -1589690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1589693.625000 Penalty: 3094.032959
	Iteration 44Q: 3 clusters Score -1589694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1589695.750000 Penalty: 3094.032959
	Iteration 45Q: 3 clusters Score -1589696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1589703.875000 Penalty: 3094.032959
	Iteration 46Q: 3 clusters Score -1589704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1589706.625000 Penalty: 3094.032959
	Iteration 47Q: 3 clusters Score -1589707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1589715.625000 Penalty: 3094.032959
	Iteration 48Q: 3 clusters Score -1589716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1589724.500000 Penalty: 3094.032959
	Iteration 49Q: 3 clusters Score -1589724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1589732.875000 Penalty: 3094.032959
	Iteration 50Q: 3 clusters Score -1589733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1589756.125000 Penalty: 3094.032959
	Iteration 51Q: 3 clusters Score -1589756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1589767.375000 Penalty: 3094.032959
	Iteration 52Q: 3 clusters Score -1589767 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1589778.000000 Penalty: 3094.032959
	Iteration 53Q: 3 clusters Score -1589778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1589789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1589791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1589796.750000 Penalty: 3094.032959
	Iteration 56Q: 3 clusters Score -1589797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1589805.875000 Penalty: 3094.032959
	Iteration 57Q: 3 clusters Score -1589806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1589806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1589812.750000 Penalty: 3094.032959
	Iteration 59Q: 3 clusters Score -1589813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1589821.000000 Penalty: 3094.032959
	Iteration 60F: 3 clusters Score -1589821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1589825.250000 Penalty: 3094.032959
	Iteration 61Q: 3 clusters Score -1589825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1589829.000000 Penalty: 3094.032959
	Iteration 62Q: 3 clusters Score -1589829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1589828.625000 Penalty: 3094.032959
	Iteration 63Q: 3 clusters Score -1589829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1589835.125000 Penalty: 3094.032959
	Iteration 64Q: 3 clusters Score -1589835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1589839.375000 Penalty: 3094.032959
	Iteration 65Q: 3 clusters Score -1589839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1589837.750000 Penalty: 3094.032959
	Iteration 66Q: 3 clusters Score -1589838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1589843.250000 Penalty: 3094.032959
	Iteration 67Q: 3 clusters Score -1589843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1589842.250000 Penalty: 3094.032959
	Iteration 68Q: 3 clusters Score -1589842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1589842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1589844.625000 Penalty: 3094.032959
	Iteration 70Q: 3 clusters Score -1589845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1589848.625000 Penalty: 3094.032959
	Iteration 71Q: 3 clusters Score -1589849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1589854.500000 Penalty: 3094.032959
	Iteration 72Q: 3 clusters Score -1589854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1589857.000000 Penalty: 3094.032959
	Iteration 73Q: 3 clusters Score -1589857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1589859.250000 Penalty: 3094.032959
	Iteration 74Q: 3 clusters Score -1589859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1589862.625000 Penalty: 3094.032959
	Iteration 75Q: 3 clusters Score -1589863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1589872.500000 Penalty: 3094.032959
	Iteration 76Q: 3 clusters Score -1589872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1589879.250000 Penalty: 3094.032959
	Iteration 77Q: 3 clusters Score -1589879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1589888.875000 Penalty: 3094.032959
	Iteration 78Q: 3 clusters Score -1589889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1589895.625000 Penalty: 3094.032959
	Iteration 79Q: 3 clusters Score -1589896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1589898.625000 Penalty: 3094.032959
	Iteration 80F: 3 clusters Score -1589899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1589912.750000 Penalty: 3094.032959
	Iteration 81Q: 3 clusters Score -1589913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1589921.625000 Penalty: 3094.032959
	Iteration 82Q: 3 clusters Score -1589922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1589937.375000 Penalty: 3094.032959
	Iteration 83Q: 3 clusters Score -1589937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1589948.250000 Penalty: 3094.032959
	Iteration 84Q: 3 clusters Score -1589948 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1589961.750000 Penalty: 3094.032959
	Iteration 85Q: 3 clusters Score -1589962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1589966.875000 Penalty: 3094.032959
	Iteration 86Q: 3 clusters Score -1589967 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1589976.625000 Penalty: 3094.032959
	Iteration 87Q: 3 clusters Score -1589977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1589983.125000 Penalty: 3094.032959
	Iteration 88Q: 3 clusters Score -1589983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1589994.125000 Penalty: 3094.032959
	Iteration 89Q: 3 clusters Score -1589994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1590002.250000 Penalty: 3094.032959
	Iteration 90Q: 3 clusters Score -1590002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1590005.625000 Penalty: 3094.032959
	Iteration 91Q: 3 clusters Score -1590006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1590016.000000 Penalty: 3094.032959
	Iteration 92Q: 3 clusters Score -1590016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1590023.000000 Penalty: 3094.032959
	Iteration 93Q: 3 clusters Score -1590023 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1590027.750000 Penalty: 3094.032959
	Iteration 94Q: 3 clusters Score -1590028 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1590032.625000 Penalty: 3094.032959
	Iteration 95Q: 3 clusters Score -1590033 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1590035.125000 Penalty: 3094.032959
	Iteration 96Q: 3 clusters Score -1590035 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1590043.000000 Penalty: 3094.032959
	Iteration 97Q: 3 clusters Score -1590043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1590046.875000 Penalty: 3094.032959
	Iteration 98Q: 3 clusters Score -1590047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1590051.375000 Penalty: 3094.032959
	Iteration 99Q: 3 clusters Score -1590051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1590059.125000 Penalty: 3094.032959
	Iteration 100F: 3 clusters Score -1590059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1590066.875000 Penalty: 3094.032959
	Iteration 101Q: 3 clusters Score -1590067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1590073.750000 Penalty: 3094.032959
	Iteration 102Q: 3 clusters Score -1590074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1590080.625000 Penalty: 3094.032959
	Iteration 103Q: 3 clusters Score -1590081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1590082.125000 Penalty: 3094.032959
	Iteration 104Q: 3 clusters Score -1590082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1590087.250000 Penalty: 3094.032959
	Iteration 105Q: 3 clusters Score -1590087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1590088 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1590098.750000 Penalty: 3094.032959
	Iteration 107Q: 3 clusters Score -1590099 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1590106.750000 Penalty: 3094.032959
	Iteration 108Q: 3 clusters Score -1590107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1590112.375000 Penalty: 3094.032959
	Iteration 109Q: 3 clusters Score -1590112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1590114.250000 Penalty: 3094.032959
	Iteration 110Q: 3 clusters Score -1590114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1590122.250000 Penalty: 3094.032959
	Iteration 111Q: 3 clusters Score -1590122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1590127.750000 Penalty: 3094.032959
	Iteration 112Q: 3 clusters Score -1590128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1590129.375000 Penalty: 3094.032959
	Iteration 113Q: 3 clusters Score -1590129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1590133.625000 Penalty: 3094.032959
	Iteration 114Q: 3 clusters Score -1590134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1590144.125000 Penalty: 3094.032959
	Iteration 115Q: 3 clusters Score -1590144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1590148.000000 Penalty: 3094.032959
	Iteration 116Q: 3 clusters Score -1590148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1590161.625000 Penalty: 3094.032959
	Iteration 117Q: 3 clusters Score -1590162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1590164.375000 Penalty: 3094.032959
	Iteration 118Q: 3 clusters Score -1590164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1590167.125000 Penalty: 3094.032959
	Iteration 119Q: 3 clusters Score -1590167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -1590170.625000 Penalty: 3094.032959
	Iteration 120F: 3 clusters Score -1590171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1590178.125000 Penalty: 3094.032959
	Iteration 121Q: 3 clusters Score -1590178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1590176.125000 Penalty: 3094.032959
	Iteration 122Q: 3 clusters Score -1590176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1590184.500000 Penalty: 3094.032959
	Iteration 123Q: 3 clusters Score -1590184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1590184.625000 Penalty: 3094.032959
	Iteration 124Q: 3 clusters Score -1590185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1590185.250000 Penalty: 3094.032959
	Iteration 125Q: 3 clusters Score -1590185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1590186.500000 Penalty: 3094.032959
	Iteration 126Q: 3 clusters Score -1590186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1590187.125000 Penalty: 3094.032959
	Iteration 127Q: 3 clusters Score -1590187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1590193.375000 Penalty: 3094.032959
	Iteration 128Q: 3 clusters Score -1590193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1590196.625000 Penalty: 3094.032959
	Iteration 129Q: 3 clusters Score -1590197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1590197.125000 Penalty: 3094.032959
	Iteration 130Q: 3 clusters Score -1590197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1590199.375000 Penalty: 3094.032959
	Iteration 131Q: 3 clusters Score -1590199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1590200.125000 Penalty: 3094.032959
	Iteration 132Q: 3 clusters Score -1590200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1590200.875000 Penalty: 3094.032959
	Iteration 133Q: 3 clusters Score -1590201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1590200.375000 Penalty: 3094.032959
	Iteration 134Q: 3 clusters Score -1590200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1590204.250000 Penalty: 3094.032959
	Iteration 135Q: 3 clusters Score -1590204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1590207.500000 Penalty: 3094.032959
	Iteration 136Q: 3 clusters Score -1590208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1590211.750000 Penalty: 3094.032959
	Iteration 137Q: 3 clusters Score -1590212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1590209.250000 Penalty: 3094.032959
	Iteration 138Q: 3 clusters Score -1590209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1590210.875000 Penalty: 3094.032959
	Iteration 139Q: 3 clusters Score -1590211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1590213.250000 Penalty: 3094.032959
	Iteration 140F: 3 clusters Score -1590213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1590212.625000 Penalty: 3094.032959
	Iteration 141Q: 3 clusters Score -1590213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1590212.750000 Penalty: 3094.032959
	Iteration 142Q: 3 clusters Score -1590213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1590215.750000 Penalty: 3094.032959
	Iteration 143Q: 3 clusters Score -1590216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1590217.500000 Penalty: 3094.032959
	Iteration 144Q: 3 clusters Score -1590218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1590214.250000 Penalty: 3094.032959
	Iteration 145Q: 3 clusters Score -1590214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1590216.500000 Penalty: 3094.032959
	Iteration 146Q: 3 clusters Score -1590216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1590217.750000 Penalty: 3094.032959
	Iteration 147Q: 3 clusters Score -1590218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1590218.125000 Penalty: 3094.032959
	Iteration 148Q: 3 clusters Score -1590218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1590222.250000 Penalty: 3094.032959
	Iteration 149Q: 3 clusters Score -1590222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1590225.750000 Penalty: 3094.032959
	Iteration 150Q: 3 clusters Score -1590226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1590230.625000 Penalty: 3094.032959
	Iteration 151Q: 3 clusters Score -1590231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1590229.625000 Penalty: 3094.032959
	Iteration 152Q: 3 clusters Score -1590230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1590233.250000 Penalty: 3094.032959
	Iteration 153Q: 3 clusters Score -1590233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1590238.875000 Penalty: 3094.032959
	Iteration 154Q: 3 clusters Score -1590239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1590236.125000 Penalty: 3094.032959
	Iteration 155Q: 3 clusters Score -1590236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1590239.000000 Penalty: 3094.032959
	Iteration 156Q: 3 clusters Score -1590239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1590245.375000 Penalty: 3094.032959
	Iteration 157Q: 3 clusters Score -1590245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1590244.250000 Penalty: 3094.032959
	Iteration 158Q: 3 clusters Score -1590244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1590242.750000 Penalty: 3094.032959
	Iteration 159Q: 3 clusters Score -1590243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1590241.750000 Penalty: 3094.032959
	Iteration 160F: 3 clusters Score -1590242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1590246.500000 Penalty: 3094.032959
	Iteration 161Q: 3 clusters Score -1590246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1590247.375000 Penalty: 3094.032959
	Iteration 162Q: 3 clusters Score -1590247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1590249.625000 Penalty: 3094.032959
	Iteration 163Q: 3 clusters Score -1590250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1590256.125000 Penalty: 3094.032959
	Iteration 164Q: 3 clusters Score -1590256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1590265.000000 Penalty: 3094.032959
	Iteration 165Q: 3 clusters Score -1590265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1590263.250000 Penalty: 3094.032959
	Iteration 166Q: 3 clusters Score -1590263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1590262.875000 Penalty: 3094.032959
	Iteration 167Q: 3 clusters Score -1590263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1590264.250000 Penalty: 3094.032959
	Iteration 168Q: 3 clusters Score -1590264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1590265.125000 Penalty: 3094.032959
	Iteration 169Q: 3 clusters Score -1590265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1590267.625000 Penalty: 3094.032959
	Iteration 170Q: 3 clusters Score -1590268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1590267.875000 Penalty: 3094.032959
	Iteration 171Q: 3 clusters Score -1590268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1590271.750000 Penalty: 3094.032959
	Iteration 172Q: 3 clusters Score -1590272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1590272.375000 Penalty: 3094.032959
	Iteration 173Q: 3 clusters Score -1590272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1590271.000000 Penalty: 3094.032959
	Iteration 174Q: 3 clusters Score -1590271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1590271.875000 Penalty: 3094.032959
	Iteration 175Q: 3 clusters Score -1590272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1590271.750000 Penalty: 3094.032959
	Iteration 176Q: 3 clusters Score -1590272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1590275.875000 Penalty: 3094.032959
	Iteration 177Q: 3 clusters Score -1590276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1590273.625000 Penalty: 3094.032959
	Iteration 178Q: 3 clusters Score -1590274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1590275.625000 Penalty: 3094.032959
	Iteration 179Q: 3 clusters Score -1590276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1590273.000000 Penalty: 3094.032959
	Iteration 180F: 3 clusters Score -1590273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Entering Unmasked Estep 
Score: -1793900.000000 Penalty: 1566.496338
	Iteration 0F: 2 clusters Score -1793900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1783299.375000 Penalty: 3132.992676
	Iteration 0F: 3 clusters Score -1783299 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1786912.125000 Penalty: 3132.992676
	Iteration 1F: 3 clusters Score -1786912 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1787195.000000 Penalty: 3132.992676
	Iteration 2Q: 3 clusters Score -1787195 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1787471.375000 Penalty: 3132.992676
	Iteration 3Q: 3 clusters Score -1787471 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1787742.375000 Penalty: 3132.992676
	Iteration 4Q: 3 clusters Score -1787742 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1788035.375000 Penalty: 3132.992676
	Iteration 5Q: 3 clusters Score -1788035 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1788427.000000 Penalty: 3132.992676
	Iteration 6Q: 3 clusters Score -1788427 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1788975.125000 Penalty: 3132.992676
	Iteration 7F: 3 clusters Score -1788975 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1789752.750000 Penalty: 3132.992676
	Iteration 8F: 3 clusters Score -1789753 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1790581.875000 Penalty: 3132.992676
	Iteration 9F: 3 clusters Score -1790582 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1791316.125000 Penalty: 3132.992676
	Iteration 10F: 3 clusters Score -1791316 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1791892.250000 Penalty: 3132.992676
	Iteration 11Q: 3 clusters Score -1791892 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1792195.750000 Penalty: 3132.992676
	Iteration 12Q: 3 clusters Score -1792196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1792355.375000 Penalty: 3132.992676
	Iteration 13Q: 3 clusters Score -1792355 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1792440.500000 Penalty: 3132.992676
	Iteration 14Q: 3 clusters Score -1792440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1792483.750000 Penalty: 3132.992676
	Iteration 15Q: 3 clusters Score -1792484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1792508.750000 Penalty: 3132.992676
	Iteration 16Q: 3 clusters Score -1792509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1792519.625000 Penalty: 3132.992676
	Iteration 17Q: 3 clusters Score -1792520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1792528.500000 Penalty: 3132.992676
	Iteration 18Q: 3 clusters Score -1792528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1792538.000000 Penalty: 3132.992676
	Iteration 19Q: 3 clusters Score -1792538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1792543.125000 Penalty: 3132.992676
	Iteration 20F: 3 clusters Score -1792543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1792543.500000 Penalty: 3132.992676
	Iteration 21Q: 3 clusters Score -1792544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1792543.500000 Penalty: 3132.992676
	Iteration 22F: 3 clusters Score -1792544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -222789.890625 Penalty: 1236.360840
	Iteration 0F: 2 clusters Score -222789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -220686.562500 Penalty: 2472.721680
	Iteration 0F: 3 clusters Score -220686.6 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -221141.015625 Penalty: 2472.721680
	Iteration 1F: 3 clusters Score -221141 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -221250.296875 Penalty: 2472.721680
	Iteration 2F: 3 clusters Score -221250.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -221317.203125 Penalty: 2472.721680
	Iteration 3Q: 3 clusters Score -221317.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -221359.609375 Penalty: 2472.721680
	Iteration 4Q: 3 clusters Score -221359.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -221384.421875 Penalty: 2472.721680
	Iteration 5Q: 3 clusters Score -221384.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -221400.328125 Penalty: 2472.721680
	Iteration 6Q: 3 clusters Score -221400.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -221413.203125 Penalty: 2472.721680
	Iteration 7Q: 3 clusters Score -221413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -221424.718750 Penalty: 2472.721680
	Iteration 8Q: 3 clusters Score -221424.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -221436.046875 Penalty: 2472.721680
	Iteration 9Q: 3 clusters Score -221436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -221450.843750 Penalty: 2472.721680
	Iteration 10Q: 3 clusters Score -221450.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -221464.468750 Penalty: 2472.721680
	Iteration 11Q: 3 clusters Score -221464.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -221477.687500 Penalty: 2472.721680
	Iteration 12Q: 3 clusters Score -221477.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -221489.109375 Penalty: 2472.721680
	Iteration 13Q: 3 clusters Score -221489.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -221498.687500 Penalty: 2472.721680
	Iteration 14Q: 3 clusters Score -221498.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -221506.843750 Penalty: 2472.721680
	Iteration 15Q: 3 clusters Score -221506.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -221512.406250 Penalty: 2472.721680
	Iteration 16Q: 3 clusters Score -221512.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -221515.875000 Penalty: 2472.721680
	Iteration 17Q: 3 clusters Score -221515.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -221519.531250 Penalty: 2472.721680
	Iteration 18Q: 3 clusters Score -221519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -221520.500000 Penalty: 2472.721680
	Iteration 19Q: 3 clusters Score -221520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -221520.906250 Penalty: 2472.721680
	Iteration 20F: 3 clusters Score -221520.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Entering Unmasked Estep 
Score: -430415.968750 Penalty: 1334.498291
	Iteration 0F: 2 clusters Score -430416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -427277.531250 Penalty: 2668.996582
	Iteration 0F: 3 clusters Score -427277.5 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -428092.656250 Penalty: 2668.996582
	Iteration 1F: 3 clusters Score -428092.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -428218.562500 Penalty: 2668.996582
	Iteration 2F: 3 clusters Score -428218.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -428290.281250 Penalty: 2668.996582
	Iteration 3Q: 3 clusters Score -428290.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -428334.406250 Penalty: 2668.996582
	Iteration 4Q: 3 clusters Score -428334.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -428387.875000 Penalty: 2668.996582
	Iteration 5Q: 3 clusters Score -428387.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -428426.843750 Penalty: 2668.996582
	Iteration 6Q: 3 clusters Score -428426.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -428456.250000 Penalty: 2668.996582
	Iteration 7Q: 3 clusters Score -428456.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -428491.937500 Penalty: 2668.996582
	Iteration 8Q: 3 clusters Score -428491.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -428534.000000 Penalty: 2668.996582
	Iteration 9Q: 3 clusters Score -428534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -428569.750000 Penalty: 2668.996582
	Iteration 10Q: 3 clusters Score -428569.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -428609.281250 Penalty: 2668.996582
	Iteration 11Q: 3 clusters Score -428609.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -428650.750000 Penalty: 2668.996582
	Iteration 12Q: 3 clusters Score -428650.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -428697.437500 Penalty: 2668.996582
	Iteration 13Q: 3 clusters Score -428697.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -428749.281250 Penalty: 2668.996582
	Iteration 14Q: 3 clusters Score -428749.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -428802.875000 Penalty: 2668.996582
	Iteration 15Q: 3 clusters Score -428802.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -428851.531250 Penalty: 2668.996582
	Iteration 16Q: 3 clusters Score -428851.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -428888.218750 Penalty: 2668.996582
	Iteration 17Q: 3 clusters Score -428888.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -428925.062500 Penalty: 2668.996582
	Iteration 18Q: 3 clusters Score -428925.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -428962.875000 Penalty: 2668.996582
	Iteration 19Q: 3 clusters Score -428962.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -429002.656250 Penalty: 2668.996582
	Iteration 20F: 3 clusters Score -429002.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -429035.406250 Penalty: 2668.996582
	Iteration 21Q: 3 clusters Score -429035.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -429060.781250 Penalty: 2668.996582
	Iteration 22Q: 3 clusters Score -429060.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -429083.031250 Penalty: 2668.996582
	Iteration 23Q: 3 clusters Score -429083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -429093.687500 Penalty: 2668.996582
	Iteration 24Q: 3 clusters Score -429093.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -429104.093750 Penalty: 2668.996582
	Iteration 25Q: 3 clusters Score -429104.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -429115.125000 Penalty: 2668.996582
	Iteration 26Q: 3 clusters Score -429115.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -429128.187500 Penalty: 2668.996582
	Iteration 27Q: 3 clusters Score -429128.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -429137.343750 Penalty: 2668.996582
	Iteration 28Q: 3 clusters Score -429137.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -429146.656250 Penalty: 2668.996582
	Iteration 29Q: 3 clusters Score -429146.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -429151.750000 Penalty: 2668.996582
	Iteration 30Q: 3 clusters Score -429151.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -429158.468750 Penalty: 2668.996582
	Iteration 31Q: 3 clusters Score -429158.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -429164.125000 Penalty: 2668.996582
	Iteration 32Q: 3 clusters Score -429164.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -429169.500000 Penalty: 2668.996582
	Iteration 33Q: 3 clusters Score -429169.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -429174.343750 Penalty: 2668.996582
	Iteration 34Q: 3 clusters Score -429174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -429176.718750 Penalty: 2668.996582
	Iteration 35Q: 3 clusters Score -429176.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -429179.875000 Penalty: 2668.996582
	Iteration 36Q: 3 clusters Score -429179.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -429181.562500 Penalty: 2668.996582
	Iteration 37Q: 3 clusters Score -429181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -429183.125000 Penalty: 2668.996582
	Iteration 38Q: 3 clusters Score -429183.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -429184.718750 Penalty: 2668.996582
	Iteration 39Q: 3 clusters Score -429184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -429185.187500 Penalty: 2668.996582
	Iteration 40F: 3 clusters Score -429185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -429185.812500 Penalty: 2668.996582
	Iteration 41Q: 3 clusters Score -429185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -429185.812500 Penalty: 2668.996582
	Iteration 42F: 3 clusters Score -429185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (99552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99552 members 
Entering Unmasked Estep 
Score: -11654844.000000 Penalty: 1870.120728
	Iteration 0F: 2 clusters Score -1.165484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -11590901.000000 Penalty: 3740.241455
	Iteration 0F: 3 clusters Score -1.15909e+07 nChanged 47513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -11618300.000000 Penalty: 3740.241455
	Iteration 1F: 3 clusters Score -1.16183e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -11618865.000000 Penalty: 3740.241455
	Iteration 2Q: 3 clusters Score -1.161886e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -11619385.000000 Penalty: 3740.241455
	Iteration 3Q: 3 clusters Score -1.161938e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -11620135.000000 Penalty: 3740.241455
	Iteration 4Q: 3 clusters Score -1.162014e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -11621214.000000 Penalty: 3740.241455
	Iteration 5Q: 3 clusters Score -1.162121e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -11623181.000000 Penalty: 3740.241455
	Iteration 6Q: 3 clusters Score -1.162318e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -11626198.000000 Penalty: 3740.241455
	Iteration 7Q: 3 clusters Score -1.16262e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -11630937.000000 Penalty: 3740.241455
	Iteration 8F: 3 clusters Score -1.163094e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -11635449.000000 Penalty: 3740.241455
	Iteration 9F: 3 clusters Score -1.163545e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -11637427.000000 Penalty: 3740.241455
	Iteration 10F: 3 clusters Score -1.163743e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -11637966.000000 Penalty: 3740.241455
	Iteration 11Q: 3 clusters Score -1.163797e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -11638183.000000 Penalty: 3740.241455
	Iteration 12Q: 3 clusters Score -1.163818e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -11638411.000000 Penalty: 3740.241455
	Iteration 13Q: 3 clusters Score -1.163841e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -11638610.000000 Penalty: 3740.241455
	Iteration 14Q: 3 clusters Score -1.163861e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -11638782.000000 Penalty: 3740.241455
	Iteration 15Q: 3 clusters Score -1.163878e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -11638947.000000 Penalty: 3740.241455
	Iteration 16Q: 3 clusters Score -1.163895e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -11639107.000000 Penalty: 3740.241455
	Iteration 17Q: 3 clusters Score -1.163911e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -11639333.000000 Penalty: 3740.241455
	Iteration 18Q: 3 clusters Score -1.163933e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
Score: -11639628.000000 Penalty: 3740.241455
	Iteration 19Q: 3 clusters Score -1.163963e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -11639947.000000 Penalty: 3740.241455
	Iteration 20F: 3 clusters Score -1.163995e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -11640228.000000 Penalty: 3740.241455
	Iteration 21Q: 3 clusters Score -1.164023e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -11640594.000000 Penalty: 3740.241455
	Iteration 22Q: 3 clusters Score -1.164059e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 71631 members 
Entering Unmasked Estep 
Score: -11641006.000000 Penalty: 3740.241455
	Iteration 23Q: 3 clusters Score -1.164101e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 73227 members 
Entering Unmasked Estep 
Score: -11641498.000000 Penalty: 3740.241455
	Iteration 24Q: 3 clusters Score -1.16415e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -11642017.000000 Penalty: 3740.241455
	Iteration 25Q: 3 clusters Score -1.164202e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 76524 members 
Entering Unmasked Estep 
Score: -11642586.000000 Penalty: 3740.241455
	Iteration 26Q: 3 clusters Score -1.164259e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -11643307.000000 Penalty: 3740.241455
	Iteration 27Q: 3 clusters Score -1.164331e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -11644030.000000 Penalty: 3740.241455
	Iteration 28Q: 3 clusters Score -1.164403e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 81918 members 
Entering Unmasked Estep 
Score: -11644840.000000 Penalty: 3740.241455
	Iteration 29Q: 3 clusters Score -1.164484e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 83757 members 
Entering Unmasked Estep 
Score: -11645756.000000 Penalty: 3740.241455
	Iteration 30Q: 3 clusters Score -1.164576e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -11646818.000000 Penalty: 3740.241455
	Iteration 31Q: 3 clusters Score -1.164682e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -11647855.000000 Penalty: 3740.241455
	Iteration 32Q: 3 clusters Score -1.164786e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -11648853.000000 Penalty: 3740.241455
	Iteration 33Q: 3 clusters Score -1.164885e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 90340 members 
Entering Unmasked Estep 
Score: -11649704.000000 Penalty: 3740.241455
	Iteration 34Q: 3 clusters Score -1.16497e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 91509 members 
Entering Unmasked Estep 
Score: -11650328.000000 Penalty: 3740.241455
	Iteration 35Q: 3 clusters Score -1.165033e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -11650889.000000 Penalty: 3740.241455
	Iteration 36Q: 3 clusters Score -1.165089e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 93377 members 
Entering Unmasked Estep 
Score: -11651303.000000 Penalty: 3740.241455
	Iteration 37Q: 3 clusters Score -1.16513e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -11651634.000000 Penalty: 3740.241455
	Iteration 38Q: 3 clusters Score -1.165163e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 94796 members 
Entering Unmasked Estep 
Score: -11651908.000000 Penalty: 3740.241455
	Iteration 39Q: 3 clusters Score -1.165191e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -11652124.000000 Penalty: 3740.241455
	Iteration 40F: 3 clusters Score -1.165212e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -11652316.000000 Penalty: 3740.241455
	Iteration 41Q: 3 clusters Score -1.165232e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -11652452.000000 Penalty: 3740.241455
	Iteration 42Q: 3 clusters Score -1.165245e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -11652590.000000 Penalty: 3740.241455
	Iteration 43Q: 3 clusters Score -1.165259e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 96933 members 
Entering Unmasked Estep 
Score: -11652697.000000 Penalty: 3740.241455
	Iteration 44Q: 3 clusters Score -1.16527e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 97207 members 
Entering Unmasked Estep 
Score: -11652777.000000 Penalty: 3740.241455
	Iteration 45Q: 3 clusters Score -1.165278e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 97441 members 
Entering Unmasked Estep 
Score: -11652849.000000 Penalty: 3740.241455
	Iteration 46Q: 3 clusters Score -1.165285e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -11652935.000000 Penalty: 3740.241455
	Iteration 47Q: 3 clusters Score -1.165294e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -11652982.000000 Penalty: 3740.241455
	Iteration 48Q: 3 clusters Score -1.165298e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -11653011.000000 Penalty: 3740.241455
	Iteration 49Q: 3 clusters Score -1.165301e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -11653063.000000 Penalty: 3740.241455
	Iteration 50Q: 3 clusters Score -1.165306e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 98170 members 
Entering Unmasked Estep 
Score: -11653102.000000 Penalty: 3740.241455
	Iteration 51Q: 3 clusters Score -1.16531e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -11653138.000000 Penalty: 3740.241455
	Iteration 52Q: 3 clusters Score -1.165314e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -11653188.000000 Penalty: 3740.241455
	Iteration 53Q: 3 clusters Score -1.165319e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 98394 members 
Entering Unmasked Estep 
Score: -11653188.000000 Penalty: 3740.241455
	Iteration 54Q: 3 clusters Score -1.165319e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -11653221.000000 Penalty: 3740.241455
	Iteration 55Q: 3 clusters Score -1.165322e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -11653227.000000 Penalty: 3740.241455
	Iteration 56Q: 3 clusters Score -1.165323e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -11653227.000000 Penalty: 3740.241455
	Iteration 57Q: 3 clusters Score -1.165323e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -11653231.000000 Penalty: 3740.241455
	Iteration 58Q: 3 clusters Score -1.165323e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 98564 members 
Entering Unmasked Estep 
Score: -11653241.000000 Penalty: 3740.241455
	Iteration 59Q: 3 clusters Score -1.165324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 98591 members 
Entering Unmasked Estep 
Score: -11653251.000000 Penalty: 3740.241455
	Iteration 60F: 3 clusters Score -1.165325e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 98607 members 
Entering Unmasked Estep 
Score: -11653244.000000 Penalty: 3740.241455
	Iteration 61Q: 3 clusters Score -1.165324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 98628 members 
Entering Unmasked Estep 
Score: -11653256.000000 Penalty: 3740.241455
	Iteration 62Q: 3 clusters Score -1.165326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 98640 members 
Entering Unmasked Estep 
Score: -11653254.000000 Penalty: 3740.241455
	Iteration 63Q: 3 clusters Score -1.165325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -11653256.000000 Penalty: 3740.241455
	Iteration 64Q: 3 clusters Score -1.165326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 98660 members 
Entering Unmasked Estep 
Score: -11653253.000000 Penalty: 3740.241455
	Iteration 65Q: 3 clusters Score -1.165325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 98670 members 
Entering Unmasked Estep 
Score: -11653262.000000 Penalty: 3740.241455
	Iteration 66Q: 3 clusters Score -1.165326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 98677 members 
Entering Unmasked Estep 
Score: -11653272.000000 Penalty: 3740.241455
	Iteration 67Q: 3 clusters Score -1.165327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -11653269.000000 Penalty: 3740.241455
	Iteration 68Q: 3 clusters Score -1.165327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 98698 members 
Entering Unmasked Estep 
Score: -11653269.000000 Penalty: 3740.241455
	Iteration 69Q: 3 clusters Score -1.165327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 98703 members 
Entering Unmasked Estep 
Score: -11653262.000000 Penalty: 3740.241455
	Iteration 70Q: 3 clusters Score -1.165326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -11653264.000000 Penalty: 3740.241455
	Iteration 71Q: 3 clusters Score -1.165326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 98712 members 
Entering Unmasked Estep 
Score: -11653265.000000 Penalty: 3740.241455
	Iteration 72Q: 3 clusters Score -1.165326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -11653278.000000 Penalty: 3740.241455
	Iteration 73Q: 3 clusters Score -1.165328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 98723 members 
Entering Unmasked Estep 
Score: -11653271.000000 Penalty: 3740.241455
	Iteration 74Q: 3 clusters Score -1.165327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -11653277.000000 Penalty: 3740.241455
	Iteration 75Q: 3 clusters Score -1.165328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 98731 members 
Entering Unmasked Estep 
Score: -11653285.000000 Penalty: 3740.241455
	Iteration 76Q: 3 clusters Score -1.165328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -11653283.000000 Penalty: 3740.241455
	Iteration 77Q: 3 clusters Score -1.165328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 98736 members 
Entering Unmasked Estep 
Score: -11653293.000000 Penalty: 3740.241455
	Iteration 78Q: 3 clusters Score -1.165329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -11653295.000000 Penalty: 3740.241455
	Iteration 79Q: 3 clusters Score -1.16533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -11653301.000000 Penalty: 3740.241455
	Iteration 80F: 3 clusters Score -1.16533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 98745 members 
Entering Unmasked Estep 
Score: -11653296.000000 Penalty: 3740.241455
	Iteration 81Q: 3 clusters Score -1.16533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 98747 members 
Entering Unmasked Estep 
Score: -11653296.000000 Penalty: 3740.241455
	Iteration 82Q: 3 clusters Score -1.16533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -11653299.000000 Penalty: 3740.241455
	Iteration 83Q: 3 clusters Score -1.16533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -11653301.000000 Penalty: 3740.241455
	Iteration 84Q: 3 clusters Score -1.16533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 98760 members 
Entering Unmasked Estep 
Score: -11653303.000000 Penalty: 3740.241455
	Iteration 85Q: 3 clusters Score -1.16533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 98769 members 
Entering Unmasked Estep 
Score: -11653303.000000 Penalty: 3740.241455
	Iteration 86Q: 3 clusters Score -1.16533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -11653310.000000 Penalty: 3740.241455
	Iteration 87Q: 3 clusters Score -1.165331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -11653316.000000 Penalty: 3740.241455
	Iteration 88Q: 3 clusters Score -1.165332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 98793 members 
Entering Unmasked Estep 
Score: -11653321.000000 Penalty: 3740.241455
	Iteration 89Q: 3 clusters Score -1.165332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -11653326.000000 Penalty: 3740.241455
	Iteration 90Q: 3 clusters Score -1.165333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 98810 members 
Entering Unmasked Estep 
Score: -11653326.000000 Penalty: 3740.241455
	Iteration 91Q: 3 clusters Score -1.165333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -11653319.000000 Penalty: 3740.241455
	Iteration 92Q: 3 clusters Score -1.165332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
Score: -11653331.000000 Penalty: 3740.241455
	Iteration 93Q: 3 clusters Score -1.165333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
Score: -11653333.000000 Penalty: 3740.241455
	Iteration 94Q: 3 clusters Score -1.165333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 98818 members 
Entering Unmasked Estep 
Score: -11653334.000000 Penalty: 3740.241455
	Iteration 95Q: 3 clusters Score -1.165333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 98818 members 
Entering Unmasked Estep 
Score: -11653334.000000 Penalty: 3740.241455
	Iteration 96F: 3 clusters Score -1.165333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -463181.062500 Penalty: 1346.190918
	Iteration 0F: 2 clusters Score -463181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -459865.812500 Penalty: 2692.381836
	Iteration 0F: 3 clusters Score -459865.8 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -460647.656250 Penalty: 2692.381836
	Iteration 1F: 3 clusters Score -460647.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -460776.218750 Penalty: 2692.381836
	Iteration 2F: 3 clusters Score -460776.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -460847.093750 Penalty: 2692.381836
	Iteration 3Q: 3 clusters Score -460847.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -460899.375000 Penalty: 2692.381836
	Iteration 4Q: 3 clusters Score -460899.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -460934.812500 Penalty: 2692.381836
	Iteration 5Q: 3 clusters Score -460934.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -460964.375000 Penalty: 2692.381836
	Iteration 6Q: 3 clusters Score -460964.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -460985.718750 Penalty: 2692.381836
	Iteration 7Q: 3 clusters Score -460985.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -460998.062500 Penalty: 2692.381836
	Iteration 8Q: 3 clusters Score -460998.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -461018.125000 Penalty: 2692.381836
	Iteration 9Q: 3 clusters Score -461018.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -461031.437500 Penalty: 2692.381836
	Iteration 10Q: 3 clusters Score -461031.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -461044.468750 Penalty: 2692.381836
	Iteration 11Q: 3 clusters Score -461044.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -461054.343750 Penalty: 2692.381836
	Iteration 12Q: 3 clusters Score -461054.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -461064.593750 Penalty: 2692.381836
	Iteration 13Q: 3 clusters Score -461064.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -461074.875000 Penalty: 2692.381836
	Iteration 14Q: 3 clusters Score -461074.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -461084.812500 Penalty: 2692.381836
	Iteration 15Q: 3 clusters Score -461084.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -461096.656250 Penalty: 2692.381836
	Iteration 16Q: 3 clusters Score -461096.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -461109.687500 Penalty: 2692.381836
	Iteration 17Q: 3 clusters Score -461109.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -461119.406250 Penalty: 2692.381836
	Iteration 18Q: 3 clusters Score -461119.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -461126.093750 Penalty: 2692.381836
	Iteration 19Q: 3 clusters Score -461126.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -461133.843750 Penalty: 2692.381836
	Iteration 20F: 3 clusters Score -461133.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -461142.125000 Penalty: 2692.381836
	Iteration 21Q: 3 clusters Score -461142.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -461149.718750 Penalty: 2692.381836
	Iteration 22Q: 3 clusters Score -461149.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -461157.562500 Penalty: 2692.381836
	Iteration 23Q: 3 clusters Score -461157.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -461164.000000 Penalty: 2692.381836
	Iteration 24Q: 3 clusters Score -461164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -461172.968750 Penalty: 2692.381836
	Iteration 25Q: 3 clusters Score -461173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -461180.718750 Penalty: 2692.381836
	Iteration 26Q: 3 clusters Score -461180.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -461188.250000 Penalty: 2692.381836
	Iteration 27Q: 3 clusters Score -461188.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -461194.437500 Penalty: 2692.381836
	Iteration 28Q: 3 clusters Score -461194.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -461200.750000 Penalty: 2692.381836
	Iteration 29Q: 3 clusters Score -461200.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -461207.937500 Penalty: 2692.381836
	Iteration 30Q: 3 clusters Score -461207.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -461219.125000 Penalty: 2692.381836
	Iteration 31Q: 3 clusters Score -461219.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -461231.625000 Penalty: 2692.381836
	Iteration 32Q: 3 clusters Score -461231.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -461243.000000 Penalty: 2692.381836
	Iteration 33Q: 3 clusters Score -461243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -461258.531250 Penalty: 2692.381836
	Iteration 34Q: 3 clusters Score -461258.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -461274.343750 Penalty: 2692.381836
	Iteration 35Q: 3 clusters Score -461274.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -461293.593750 Penalty: 2692.381836
	Iteration 36Q: 3 clusters Score -461293.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -461316.687500 Penalty: 2692.381836
	Iteration 37Q: 3 clusters Score -461316.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -461338.968750 Penalty: 2692.381836
	Iteration 38Q: 3 clusters Score -461339 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -461366.375000 Penalty: 2692.381836
	Iteration 39Q: 3 clusters Score -461366.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -461395.000000 Penalty: 2692.381836
	Iteration 40F: 3 clusters Score -461395 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -461443.156250 Penalty: 2692.381836
	Iteration 41Q: 3 clusters Score -461443.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -461492.625000 Penalty: 2692.381836
	Iteration 42Q: 3 clusters Score -461492.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -461545.500000 Penalty: 2692.381836
	Iteration 43Q: 3 clusters Score -461545.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -461601.562500 Penalty: 2692.381836
	Iteration 44Q: 3 clusters Score -461601.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -461645.437500 Penalty: 2692.381836
	Iteration 45Q: 3 clusters Score -461645.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -461680.906250 Penalty: 2692.381836
	Iteration 46Q: 3 clusters Score -461680.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -461720.187500 Penalty: 2692.381836
	Iteration 47Q: 3 clusters Score -461720.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -461754.750000 Penalty: 2692.381836
	Iteration 48Q: 3 clusters Score -461754.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -461782.875000 Penalty: 2692.381836
	Iteration 49Q: 3 clusters Score -461782.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -461810.468750 Penalty: 2692.381836
	Iteration 50Q: 3 clusters Score -461810.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -461837.781250 Penalty: 2692.381836
	Iteration 51Q: 3 clusters Score -461837.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -461869.125000 Penalty: 2692.381836
	Iteration 52Q: 3 clusters Score -461869.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -461899.406250 Penalty: 2692.381836
	Iteration 53Q: 3 clusters Score -461899.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -461919.281250 Penalty: 2692.381836
	Iteration 54Q: 3 clusters Score -461919.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -461939.312500 Penalty: 2692.381836
	Iteration 55Q: 3 clusters Score -461939.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -461958.375000 Penalty: 2692.381836
	Iteration 56Q: 3 clusters Score -461958.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -461963.312500 Penalty: 2692.381836
	Iteration 57Q: 3 clusters Score -461963.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -461968.125000 Penalty: 2692.381836
	Iteration 58Q: 3 clusters Score -461968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -461971.375000 Penalty: 2692.381836
	Iteration 59Q: 3 clusters Score -461971.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -461976.718750 Penalty: 2692.381836
	Iteration 60F: 3 clusters Score -461976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -461981.906250 Penalty: 2692.381836
	Iteration 61Q: 3 clusters Score -461981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -461984.718750 Penalty: 2692.381836
	Iteration 62Q: 3 clusters Score -461984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -461986.218750 Penalty: 2692.381836
	Iteration 63Q: 3 clusters Score -461986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -461987.812500 Penalty: 2692.381836
	Iteration 64Q: 3 clusters Score -461987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -461990.000000 Penalty: 2692.381836
	Iteration 65Q: 3 clusters Score -461990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -461991.531250 Penalty: 2692.381836
	Iteration 66Q: 3 clusters Score -461991.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -461991.531250 Penalty: 2692.381836
	Iteration 67F: 3 clusters Score -461991.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -191444.875000 Penalty: 1206.038574
	Iteration 0F: 2 clusters Score -191444.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -189523.703125 Penalty: 2412.077148
	Iteration 0F: 3 clusters Score -189523.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -189904.859375 Penalty: 2412.077148
	Iteration 1F: 3 clusters Score -189904.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -190013.875000 Penalty: 2412.077148
	Iteration 2F: 3 clusters Score -190013.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -190066.765625 Penalty: 2412.077148
	Iteration 3Q: 3 clusters Score -190066.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -190100.359375 Penalty: 2412.077148
	Iteration 4Q: 3 clusters Score -190100.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -190132.609375 Penalty: 2412.077148
	Iteration 5Q: 3 clusters Score -190132.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190157.531250 Penalty: 2412.077148
	Iteration 6Q: 3 clusters Score -190157.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -190171.250000 Penalty: 2412.077148
	Iteration 7Q: 3 clusters Score -190171.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -190179.984375 Penalty: 2412.077148
	Iteration 8Q: 3 clusters Score -190180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -190191.609375 Penalty: 2412.077148
	Iteration 9Q: 3 clusters Score -190191.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -190201.453125 Penalty: 2412.077148
	Iteration 10Q: 3 clusters Score -190201.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -190209.515625 Penalty: 2412.077148
	Iteration 11Q: 3 clusters Score -190209.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -190215.015625 Penalty: 2412.077148
	Iteration 12Q: 3 clusters Score -190215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -190220.078125 Penalty: 2412.077148
	Iteration 13Q: 3 clusters Score -190220.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -190225.406250 Penalty: 2412.077148
	Iteration 14Q: 3 clusters Score -190225.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -190228.937500 Penalty: 2412.077148
	Iteration 15Q: 3 clusters Score -190228.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -190234.328125 Penalty: 2412.077148
	Iteration 16Q: 3 clusters Score -190234.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -190239.093750 Penalty: 2412.077148
	Iteration 17Q: 3 clusters Score -190239.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -190243.046875 Penalty: 2412.077148
	Iteration 18Q: 3 clusters Score -190243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -190246.453125 Penalty: 2412.077148
	Iteration 19Q: 3 clusters Score -190246.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -190250.093750 Penalty: 2412.077148
	Iteration 20F: 3 clusters Score -190250.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -190253.437500 Penalty: 2412.077148
	Iteration 21Q: 3 clusters Score -190253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -190256.546875 Penalty: 2412.077148
	Iteration 22Q: 3 clusters Score -190256.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -190260.078125 Penalty: 2412.077148
	Iteration 23Q: 3 clusters Score -190260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -190263.453125 Penalty: 2412.077148
	Iteration 24Q: 3 clusters Score -190263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -190266.953125 Penalty: 2412.077148
	Iteration 25Q: 3 clusters Score -190267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -190268.453125 Penalty: 2412.077148
	Iteration 26Q: 3 clusters Score -190268.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -190271.453125 Penalty: 2412.077148
	Iteration 27Q: 3 clusters Score -190271.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -190273.718750 Penalty: 2412.077148
	Iteration 28Q: 3 clusters Score -190273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -190276.015625 Penalty: 2412.077148
	Iteration 29Q: 3 clusters Score -190276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -190278.062500 Penalty: 2412.077148
	Iteration 30Q: 3 clusters Score -190278.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -190280.781250 Penalty: 2412.077148
	Iteration 31Q: 3 clusters Score -190280.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -190284.125000 Penalty: 2412.077148
	Iteration 32Q: 3 clusters Score -190284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -190285.812500 Penalty: 2412.077148
	Iteration 33Q: 3 clusters Score -190285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -190287.250000 Penalty: 2412.077148
	Iteration 34Q: 3 clusters Score -190287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -190288.437500 Penalty: 2412.077148
	Iteration 35Q: 3 clusters Score -190288.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -190289.984375 Penalty: 2412.077148
	Iteration 36Q: 3 clusters Score -190290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -190290.453125 Penalty: 2412.077148
	Iteration 37Q: 3 clusters Score -190290.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -190290.453125 Penalty: 2412.077148
	Iteration 38F: 3 clusters Score -190290.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Entering Unmasked Estep 
Score: -6924132.500000 Penalty: 1785.399048
	Iteration 0F: 2 clusters Score -6924132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -6884658.500000 Penalty: 3570.798096
	Iteration 0F: 3 clusters Score -6884658 nChanged 27822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -6900727.500000 Penalty: 3570.798096
	Iteration 1F: 3 clusters Score -6900728 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -6901532.500000 Penalty: 3570.798096
	Iteration 2Q: 3 clusters Score -6901532 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -6902758.000000 Penalty: 3570.798096
	Iteration 3Q: 3 clusters Score -6902758 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -6904899.000000 Penalty: 3570.798096
	Iteration 4F: 3 clusters Score -6904899 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6908478.500000 Penalty: 3570.798096
	Iteration 5F: 3 clusters Score -6908478 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -6913581.000000 Penalty: 3570.798096
	Iteration 6F: 3 clusters Score -6913581 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -6918324.500000 Penalty: 3570.798096
	Iteration 7F: 3 clusters Score -6918324 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -6921015.500000 Penalty: 3570.798096
	Iteration 8Q: 3 clusters Score -6921016 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -6922128.500000 Penalty: 3570.798096
	Iteration 9Q: 3 clusters Score -6922128 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -6922441.000000 Penalty: 3570.798096
	Iteration 10Q: 3 clusters Score -6922441 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -6922575.500000 Penalty: 3570.798096
	Iteration 11Q: 3 clusters Score -6922576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -6922670.000000 Penalty: 3570.798096
	Iteration 12Q: 3 clusters Score -6922670 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -6922733.500000 Penalty: 3570.798096
	Iteration 13Q: 3 clusters Score -6922734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -6922766.000000 Penalty: 3570.798096
	Iteration 14Q: 3 clusters Score -6922766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -6922795.500000 Penalty: 3570.798096
	Iteration 15Q: 3 clusters Score -6922796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -6922803.500000 Penalty: 3570.798096
	Iteration 16Q: 3 clusters Score -6922804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -6922815.000000 Penalty: 3570.798096
	Iteration 17Q: 3 clusters Score -6922815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -6922818.500000 Penalty: 3570.798096
	Iteration 18Q: 3 clusters Score -6922818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -6922826.000000 Penalty: 3570.798096
	Iteration 19Q: 3 clusters Score -6922826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -6922827.000000 Penalty: 3570.798096
	Iteration 20F: 3 clusters Score -6922827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -6922829.500000 Penalty: 3570.798096
	Iteration 21Q: 3 clusters Score -6922830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -6922835.500000 Penalty: 3570.798096
	Iteration 22Q: 3 clusters Score -6922836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -6922842.500000 Penalty: 3570.798096
	Iteration 23Q: 3 clusters Score -6922842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -6922849.000000 Penalty: 3570.798096
	Iteration 24Q: 3 clusters Score -6922849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -6922861.500000 Penalty: 3570.798096
	Iteration 25Q: 3 clusters Score -6922862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -6922870.500000 Penalty: 3570.798096
	Iteration 26Q: 3 clusters Score -6922870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -6922870.000000 Penalty: 3570.798096
	Iteration 27Q: 3 clusters Score -6922870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -6922880.500000 Penalty: 3570.798096
	Iteration 28Q: 3 clusters Score -6922880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -6922889.000000 Penalty: 3570.798096
	Iteration 29Q: 3 clusters Score -6922889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -6922901.500000 Penalty: 3570.798096
	Iteration 30Q: 3 clusters Score -6922902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -6922898.500000 Penalty: 3570.798096
	Iteration 31Q: 3 clusters Score -6922898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -6922899.500000 Penalty: 3570.798096
	Iteration 32Q: 3 clusters Score -6922900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -6922894.500000 Penalty: 3570.798096
	Iteration 33Q: 3 clusters Score -6922894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -6922894.500000 Penalty: 3570.798096
	Iteration 34F: 3 clusters Score -6922894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Entering Unmasked Estep 
Score: -1504447.375000 Penalty: 1538.286255
	Iteration 0F: 2 clusters Score -1504447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1495309.375000 Penalty: 3076.572510
	Iteration 0F: 3 clusters Score -1495309 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1498529.000000 Penalty: 3076.572510
	Iteration 1F: 3 clusters Score -1498529 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1498823.125000 Penalty: 3076.572510
	Iteration 2F: 3 clusters Score -1498823 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1499083.875000 Penalty: 3076.572510
	Iteration 3Q: 3 clusters Score -1499084 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1499315.750000 Penalty: 3076.572510
	Iteration 4Q: 3 clusters Score -1499316 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1499486.500000 Penalty: 3076.572510
	Iteration 5Q: 3 clusters Score -1499486 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1499647.875000 Penalty: 3076.572510
	Iteration 6Q: 3 clusters Score -1499648 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1499803.125000 Penalty: 3076.572510
	Iteration 7Q: 3 clusters Score -1499803 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1499950.500000 Penalty: 3076.572510
	Iteration 8Q: 3 clusters Score -1499950 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1500117.375000 Penalty: 3076.572510
	Iteration 9Q: 3 clusters Score -1500117 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1500303.875000 Penalty: 3076.572510
	Iteration 10Q: 3 clusters Score -1500304 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1500526.375000 Penalty: 3076.572510
	Iteration 11Q: 3 clusters Score -1500526 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1500804.500000 Penalty: 3076.572510
	Iteration 12Q: 3 clusters Score -1500804 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1501114.875000 Penalty: 3076.572510
	Iteration 13Q: 3 clusters Score -1501115 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1501460.625000 Penalty: 3076.572510
	Iteration 14Q: 3 clusters Score -1501461 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1501810.500000 Penalty: 3076.572510
	Iteration 15Q: 3 clusters Score -1501810 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1502047.500000 Penalty: 3076.572510
	Iteration 16Q: 3 clusters Score -1502048 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1502207.750000 Penalty: 3076.572510
	Iteration 17Q: 3 clusters Score -1502208 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1502305.375000 Penalty: 3076.572510
	Iteration 18Q: 3 clusters Score -1502305 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1502385.375000 Penalty: 3076.572510
	Iteration 19Q: 3 clusters Score -1502385 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1502463.500000 Penalty: 3076.572510
	Iteration 20F: 3 clusters Score -1502464 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1502524.500000 Penalty: 3076.572510
	Iteration 21Q: 3 clusters Score -1502524 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1502592.000000 Penalty: 3076.572510
	Iteration 22Q: 3 clusters Score -1502592 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1502640.750000 Penalty: 3076.572510
	Iteration 23Q: 3 clusters Score -1502641 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1502669.250000 Penalty: 3076.572510
	Iteration 24Q: 3 clusters Score -1502669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1502697.625000 Penalty: 3076.572510
	Iteration 25Q: 3 clusters Score -1502698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1502708.000000 Penalty: 3076.572510
	Iteration 26Q: 3 clusters Score -1502708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1502715.500000 Penalty: 3076.572510
	Iteration 27Q: 3 clusters Score -1502716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1502730.875000 Penalty: 3076.572510
	Iteration 28Q: 3 clusters Score -1502731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1502745.000000 Penalty: 3076.572510
	Iteration 29Q: 3 clusters Score -1502745 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1502758.375000 Penalty: 3076.572510
	Iteration 30Q: 3 clusters Score -1502758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1502767.875000 Penalty: 3076.572510
	Iteration 31Q: 3 clusters Score -1502768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1502775.125000 Penalty: 3076.572510
	Iteration 32Q: 3 clusters Score -1502775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1502781.500000 Penalty: 3076.572510
	Iteration 33Q: 3 clusters Score -1502782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1502789.375000 Penalty: 3076.572510
	Iteration 34Q: 3 clusters Score -1502789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1502800.125000 Penalty: 3076.572510
	Iteration 35Q: 3 clusters Score -1502800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1502813.500000 Penalty: 3076.572510
	Iteration 36Q: 3 clusters Score -1502814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1502829.125000 Penalty: 3076.572510
	Iteration 37Q: 3 clusters Score -1502829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1502845.375000 Penalty: 3076.572510
	Iteration 38Q: 3 clusters Score -1502845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1502858.125000 Penalty: 3076.572510
	Iteration 39Q: 3 clusters Score -1502858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1502872.750000 Penalty: 3076.572510
	Iteration 40F: 3 clusters Score -1502873 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1502908.000000 Penalty: 3076.572510
	Iteration 41Q: 3 clusters Score -1502908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1502925.250000 Penalty: 3076.572510
	Iteration 42Q: 3 clusters Score -1502925 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1502956.125000 Penalty: 3076.572510
	Iteration 43Q: 3 clusters Score -1502956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1502979.875000 Penalty: 3076.572510
	Iteration 44Q: 3 clusters Score -1502980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1503007.125000 Penalty: 3076.572510
	Iteration 45Q: 3 clusters Score -1503007 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1503031.750000 Penalty: 3076.572510
	Iteration 46Q: 3 clusters Score -1503032 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1503059.000000 Penalty: 3076.572510
	Iteration 47Q: 3 clusters Score -1503059 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1503074.875000 Penalty: 3076.572510
	Iteration 48Q: 3 clusters Score -1503075 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1503096.875000 Penalty: 3076.572510
	Iteration 49Q: 3 clusters Score -1503097 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1503117.875000 Penalty: 3076.572510
	Iteration 50Q: 3 clusters Score -1503118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1503142.375000 Penalty: 3076.572510
	Iteration 51Q: 3 clusters Score -1503142 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1503166.375000 Penalty: 3076.572510
	Iteration 52Q: 3 clusters Score -1503166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1503193.500000 Penalty: 3076.572510
	Iteration 53Q: 3 clusters Score -1503194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1503212.250000 Penalty: 3076.572510
	Iteration 54Q: 3 clusters Score -1503212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1503223.625000 Penalty: 3076.572510
	Iteration 55Q: 3 clusters Score -1503224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1503241.500000 Penalty: 3076.572510
	Iteration 56Q: 3 clusters Score -1503242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1503257.750000 Penalty: 3076.572510
	Iteration 57Q: 3 clusters Score -1503258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1503277.750000 Penalty: 3076.572510
	Iteration 58Q: 3 clusters Score -1503278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1503292.750000 Penalty: 3076.572510
	Iteration 59Q: 3 clusters Score -1503293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1503312.750000 Penalty: 3076.572510
	Iteration 60F: 3 clusters Score -1503313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1503340.375000 Penalty: 3076.572510
	Iteration 61Q: 3 clusters Score -1503340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1503365.625000 Penalty: 3076.572510
	Iteration 62Q: 3 clusters Score -1503366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1503384.375000 Penalty: 3076.572510
	Iteration 63Q: 3 clusters Score -1503384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1503406.250000 Penalty: 3076.572510
	Iteration 64Q: 3 clusters Score -1503406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1503428.250000 Penalty: 3076.572510
	Iteration 65Q: 3 clusters Score -1503428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1503442.875000 Penalty: 3076.572510
	Iteration 66Q: 3 clusters Score -1503443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1503449.250000 Penalty: 3076.572510
	Iteration 67Q: 3 clusters Score -1503449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1503462.250000 Penalty: 3076.572510
	Iteration 68Q: 3 clusters Score -1503462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1503474.125000 Penalty: 3076.572510
	Iteration 69Q: 3 clusters Score -1503474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1503480.375000 Penalty: 3076.572510
	Iteration 70Q: 3 clusters Score -1503480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1503498.250000 Penalty: 3076.572510
	Iteration 71Q: 3 clusters Score -1503498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1503513.625000 Penalty: 3076.572510
	Iteration 72Q: 3 clusters Score -1503514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1503525.750000 Penalty: 3076.572510
	Iteration 73Q: 3 clusters Score -1503526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1503538.750000 Penalty: 3076.572510
	Iteration 74Q: 3 clusters Score -1503539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1503539.750000 Penalty: 3076.572510
	Iteration 75Q: 3 clusters Score -1503540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1503554.875000 Penalty: 3076.572510
	Iteration 76Q: 3 clusters Score -1503555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1503557.000000 Penalty: 3076.572510
	Iteration 77Q: 3 clusters Score -1503557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1503560.000000 Penalty: 3076.572510
	Iteration 78Q: 3 clusters Score -1503560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1503559.500000 Penalty: 3076.572510
	Iteration 79Q: 3 clusters Score -1503560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1503560.875000 Penalty: 3076.572510
	Iteration 80F: 3 clusters Score -1503561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1503564.875000 Penalty: 3076.572510
	Iteration 81Q: 3 clusters Score -1503565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1503565.125000 Penalty: 3076.572510
	Iteration 82Q: 3 clusters Score -1503565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1503565.125000 Penalty: 3076.572510
	Iteration 83F: 3 clusters Score -1503565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -41871.875000 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -41871.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40962.722656 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -40962.72 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41127.792969 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -41127.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41162.179688 Penalty: 1966.163452
	Iteration 2Q: 3 clusters Score -41162.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41185.621094 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -41185.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41212.820312 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -41212.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41235.199219 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -41235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41247.695312 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -41247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41254.093750 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -41254.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41260.570312 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -41260.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41266.636719 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -41266.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41277.832031 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -41277.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -41300.585938 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -41300.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41342.914062 Penalty: 1966.163452
	Iteration 12Q: 3 clusters Score -41342.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41392.441406 Penalty: 1966.163452
	Iteration 13Q: 3 clusters Score -41392.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -41412.710938 Penalty: 1966.163452
	Iteration 14Q: 3 clusters Score -41412.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41427.023438 Penalty: 1966.163452
	Iteration 15Q: 3 clusters Score -41427.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -41443.296875 Penalty: 1966.163452
	Iteration 16Q: 3 clusters Score -41443.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -41452.523438 Penalty: 1966.163452
	Iteration 17Q: 3 clusters Score -41452.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -41453.992188 Penalty: 1966.163452
	Iteration 18Q: 3 clusters Score -41453.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41457.015625 Penalty: 1966.163452
	Iteration 19Q: 3 clusters Score -41457.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41460.660156 Penalty: 1966.163452
	Iteration 20F: 3 clusters Score -41460.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41473.308594 Penalty: 1966.163452
	Iteration 21Q: 3 clusters Score -41473.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41481.164062 Penalty: 1966.163452
	Iteration 22Q: 3 clusters Score -41481.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41485.750000 Penalty: 1966.163452
	Iteration 23Q: 3 clusters Score -41485.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41490.070312 Penalty: 1966.163452
	Iteration 24Q: 3 clusters Score -41490.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -41492.218750 Penalty: 1966.163452
	Iteration 25Q: 3 clusters Score -41492.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41493.910156 Penalty: 1966.163452
	Iteration 26Q: 3 clusters Score -41493.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41495.000000 Penalty: 1966.163452
	Iteration 27Q: 3 clusters Score -41495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41495.000000 Penalty: 1966.163452
	Iteration 28F: 3 clusters Score -41495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (88325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Entering Unmasked Estep 
Score: -10332951.000000 Penalty: 1850.676514
	Iteration 0F: 2 clusters Score -1.033295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -10275521.000000 Penalty: 3701.353027
	Iteration 0F: 3 clusters Score -1.027552e+07 nChanged 42034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -10299703.000000 Penalty: 3701.353027
	Iteration 1F: 3 clusters Score -1.02997e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -10300590.000000 Penalty: 3701.353027
	Iteration 2Q: 3 clusters Score -1.030059e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -10301889.000000 Penalty: 3701.353027
	Iteration 3Q: 3 clusters Score -1.030189e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -10303745.000000 Penalty: 3701.353027
	Iteration 4Q: 3 clusters Score -1.030374e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -10306521.000000 Penalty: 3701.353027
	Iteration 5F: 3 clusters Score -1.030652e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -10310066.000000 Penalty: 3701.353027
	Iteration 6F: 3 clusters Score -1.031007e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -10314285.000000 Penalty: 3701.353027
	Iteration 7F: 3 clusters Score -1.031428e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -10317975.000000 Penalty: 3701.353027
	Iteration 8F: 3 clusters Score -1.031798e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -10320139.000000 Penalty: 3701.353027
	Iteration 9Q: 3 clusters Score -1.032014e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -10321028.000000 Penalty: 3701.353027
	Iteration 10Q: 3 clusters Score -1.032103e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -10321605.000000 Penalty: 3701.353027
	Iteration 11Q: 3 clusters Score -1.03216e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -10321972.000000 Penalty: 3701.353027
	Iteration 12Q: 3 clusters Score -1.032197e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -10322366.000000 Penalty: 3701.353027
	Iteration 13Q: 3 clusters Score -1.032237e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -10322731.000000 Penalty: 3701.353027
	Iteration 14Q: 3 clusters Score -1.032273e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -10323104.000000 Penalty: 3701.353027
	Iteration 15Q: 3 clusters Score -1.03231e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -10323398.000000 Penalty: 3701.353027
	Iteration 16Q: 3 clusters Score -1.03234e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -10323752.000000 Penalty: 3701.353027
	Iteration 17Q: 3 clusters Score -1.032375e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -10324045.000000 Penalty: 3701.353027
	Iteration 18Q: 3 clusters Score -1.032404e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -10324374.000000 Penalty: 3701.353027
	Iteration 19Q: 3 clusters Score -1.032437e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -10324713.000000 Penalty: 3701.353027
	Iteration 20F: 3 clusters Score -1.032471e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -10324991.000000 Penalty: 3701.353027
	Iteration 21Q: 3 clusters Score -1.032499e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -10325269.000000 Penalty: 3701.353027
	Iteration 22Q: 3 clusters Score -1.032527e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -10325521.000000 Penalty: 3701.353027
	Iteration 23Q: 3 clusters Score -1.032552e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -10325748.000000 Penalty: 3701.353027
	Iteration 24Q: 3 clusters Score -1.032575e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -10326006.000000 Penalty: 3701.353027
	Iteration 25Q: 3 clusters Score -1.032601e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -10326185.000000 Penalty: 3701.353027
	Iteration 26Q: 3 clusters Score -1.032618e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -10326341.000000 Penalty: 3701.353027
	Iteration 27Q: 3 clusters Score -1.032634e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -10326570.000000 Penalty: 3701.353027
	Iteration 28Q: 3 clusters Score -1.032657e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -10326783.000000 Penalty: 3701.353027
	Iteration 29Q: 3 clusters Score -1.032678e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -10327019.000000 Penalty: 3701.353027
	Iteration 30Q: 3 clusters Score -1.032702e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -10327284.000000 Penalty: 3701.353027
	Iteration 31Q: 3 clusters Score -1.032728e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -10327554.000000 Penalty: 3701.353027
	Iteration 32Q: 3 clusters Score -1.032755e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -10327830.000000 Penalty: 3701.353027
	Iteration 33Q: 3 clusters Score -1.032783e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -10328080.000000 Penalty: 3701.353027
	Iteration 34Q: 3 clusters Score -1.032808e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -10328377.000000 Penalty: 3701.353027
	Iteration 35Q: 3 clusters Score -1.032838e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -10328625.000000 Penalty: 3701.353027
	Iteration 36Q: 3 clusters Score -1.032862e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -10328837.000000 Penalty: 3701.353027
	Iteration 37Q: 3 clusters Score -1.032884e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -10329156.000000 Penalty: 3701.353027
	Iteration 38Q: 3 clusters Score -1.032916e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -10329447.000000 Penalty: 3701.353027
	Iteration 39Q: 3 clusters Score -1.032945e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -10329679.000000 Penalty: 3701.353027
	Iteration 40F: 3 clusters Score -1.032968e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -10329885.000000 Penalty: 3701.353027
	Iteration 41Q: 3 clusters Score -1.032988e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -10330147.000000 Penalty: 3701.353027
	Iteration 42Q: 3 clusters Score -1.033015e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -10330367.000000 Penalty: 3701.353027
	Iteration 43Q: 3 clusters Score -1.033037e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -10330600.000000 Penalty: 3701.353027
	Iteration 44Q: 3 clusters Score -1.03306e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -10330785.000000 Penalty: 3701.353027
	Iteration 45Q: 3 clusters Score -1.033078e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -10330915.000000 Penalty: 3701.353027
	Iteration 46Q: 3 clusters Score -1.033092e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -10330966.000000 Penalty: 3701.353027
	Iteration 47Q: 3 clusters Score -1.033097e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -10331096.000000 Penalty: 3701.353027
	Iteration 48Q: 3 clusters Score -1.03311e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -10331128.000000 Penalty: 3701.353027
	Iteration 49Q: 3 clusters Score -1.033113e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -10331199.000000 Penalty: 3701.353027
	Iteration 50Q: 3 clusters Score -1.03312e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 84221 members 
Entering Unmasked Estep 
Score: -10331236.000000 Penalty: 3701.353027
	Iteration 51Q: 3 clusters Score -1.033124e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -10331265.000000 Penalty: 3701.353027
	Iteration 52Q: 3 clusters Score -1.033126e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -10331299.000000 Penalty: 3701.353027
	Iteration 53Q: 3 clusters Score -1.03313e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 84890 members 
Entering Unmasked Estep 
Score: -10331342.000000 Penalty: 3701.353027
	Iteration 54Q: 3 clusters Score -1.033134e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -10331354.000000 Penalty: 3701.353027
	Iteration 55Q: 3 clusters Score -1.033135e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -10331364.000000 Penalty: 3701.353027
	Iteration 56Q: 3 clusters Score -1.033136e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -10331406.000000 Penalty: 3701.353027
	Iteration 57Q: 3 clusters Score -1.033141e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -10331443.000000 Penalty: 3701.353027
	Iteration 58Q: 3 clusters Score -1.033144e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -10331460.000000 Penalty: 3701.353027
	Iteration 59Q: 3 clusters Score -1.033146e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 85776 members 
Entering Unmasked Estep 
Score: -10331489.000000 Penalty: 3701.353027
	Iteration 60F: 3 clusters Score -1.033149e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -10331498.000000 Penalty: 3701.353027
	Iteration 61Q: 3 clusters Score -1.03315e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -10331534.000000 Penalty: 3701.353027
	Iteration 62Q: 3 clusters Score -1.033153e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -10331533.000000 Penalty: 3701.353027
	Iteration 63Q: 3 clusters Score -1.033153e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -10331551.000000 Penalty: 3701.353027
	Iteration 64Q: 3 clusters Score -1.033155e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -10331571.000000 Penalty: 3701.353027
	Iteration 65Q: 3 clusters Score -1.033157e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -10331580.000000 Penalty: 3701.353027
	Iteration 66Q: 3 clusters Score -1.033158e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -10331592.000000 Penalty: 3701.353027
	Iteration 67Q: 3 clusters Score -1.033159e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 86362 members 
Entering Unmasked Estep 
Score: -10331597.000000 Penalty: 3701.353027
	Iteration 68Q: 3 clusters Score -1.03316e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -10331603.000000 Penalty: 3701.353027
	Iteration 69Q: 3 clusters Score -1.03316e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 86460 members 
Entering Unmasked Estep 
Score: -10331613.000000 Penalty: 3701.353027
	Iteration 70Q: 3 clusters Score -1.033161e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -10331617.000000 Penalty: 3701.353027
	Iteration 71Q: 3 clusters Score -1.033162e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -10331631.000000 Penalty: 3701.353027
	Iteration 72Q: 3 clusters Score -1.033163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -10331646.000000 Penalty: 3701.353027
	Iteration 73Q: 3 clusters Score -1.033165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -10331653.000000 Penalty: 3701.353027
	Iteration 74Q: 3 clusters Score -1.033165e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -10331629.000000 Penalty: 3701.353027
	Iteration 75Q: 3 clusters Score -1.033163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 86597 members 
Entering Unmasked Estep 
Score: -10331614.000000 Penalty: 3701.353027
	Iteration 76Q: 3 clusters Score -1.033161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -10331628.000000 Penalty: 3701.353027
	Iteration 77Q: 3 clusters Score -1.033163e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -10331645.000000 Penalty: 3701.353027
	Iteration 78Q: 3 clusters Score -1.033164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -10331641.000000 Penalty: 3701.353027
	Iteration 79Q: 3 clusters Score -1.033164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -10331652.000000 Penalty: 3701.353027
	Iteration 80F: 3 clusters Score -1.033165e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 86700 members 
Entering Unmasked Estep 
Score: -10331628.000000 Penalty: 3701.353027
	Iteration 81Q: 3 clusters Score -1.033163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -10331643.000000 Penalty: 3701.353027
	Iteration 82Q: 3 clusters Score -1.033164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -10331643.000000 Penalty: 3701.353027
	Iteration 83Q: 3 clusters Score -1.033164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -10331638.000000 Penalty: 3701.353027
	Iteration 84Q: 3 clusters Score -1.033164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 86755 members 
Entering Unmasked Estep 
Score: -10331636.000000 Penalty: 3701.353027
	Iteration 85Q: 3 clusters Score -1.033164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -10331637.000000 Penalty: 3701.353027
	Iteration 86Q: 3 clusters Score -1.033164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -10331641.000000 Penalty: 3701.353027
	Iteration 87Q: 3 clusters Score -1.033164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 86778 members 
Entering Unmasked Estep 
Score: -10331637.000000 Penalty: 3701.353027
	Iteration 88Q: 3 clusters Score -1.033164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -10331641.000000 Penalty: 3701.353027
	Iteration 89Q: 3 clusters Score -1.033164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -10331644.000000 Penalty: 3701.353027
	Iteration 90Q: 3 clusters Score -1.033164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -10331654.000000 Penalty: 3701.353027
	Iteration 91Q: 3 clusters Score -1.033165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -10331656.000000 Penalty: 3701.353027
	Iteration 92Q: 3 clusters Score -1.033166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -10331657.000000 Penalty: 3701.353027
	Iteration 93Q: 3 clusters Score -1.033166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -10331650.000000 Penalty: 3701.353027
	Iteration 94Q: 3 clusters Score -1.033165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -10331659.000000 Penalty: 3701.353027
	Iteration 95Q: 3 clusters Score -1.033166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -10331652.000000 Penalty: 3701.353027
	Iteration 96Q: 3 clusters Score -1.033165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -10331656.000000 Penalty: 3701.353027
	Iteration 97Q: 3 clusters Score -1.033166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -10331667.000000 Penalty: 3701.353027
	Iteration 98Q: 3 clusters Score -1.033167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -10331668.000000 Penalty: 3701.353027
	Iteration 99Q: 3 clusters Score -1.033167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -10331671.000000 Penalty: 3701.353027
	Iteration 100F: 3 clusters Score -1.033167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 86851 members 
Entering Unmasked Estep 
Score: -10331673.000000 Penalty: 3701.353027
	Iteration 101Q: 3 clusters Score -1.033167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 86852 members 
Entering Unmasked Estep 
Score: -10331669.000000 Penalty: 3701.353027
	Iteration 102Q: 3 clusters Score -1.033167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 86854 members 
Entering Unmasked Estep 
Score: -10331671.000000 Penalty: 3701.353027
	Iteration 103Q: 3 clusters Score -1.033167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -10331675.000000 Penalty: 3701.353027
	Iteration 104Q: 3 clusters Score -1.033168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -10331667.000000 Penalty: 3701.353027
	Iteration 105Q: 3 clusters Score -1.033167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -10331667.000000 Penalty: 3701.353027
	Iteration 106Q: 3 clusters Score -1.033167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -10331667.000000 Penalty: 3701.353027
	Iteration 107F: 3 clusters Score -1.033167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -197947.609375 Penalty: 1227.919556
	Iteration 0F: 2 clusters Score -197947.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -195920.390625 Penalty: 2455.839111
	Iteration 0F: 3 clusters Score -195920.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -196372.734375 Penalty: 2455.839111
	Iteration 1F: 3 clusters Score -196372.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196496.281250 Penalty: 2455.839111
	Iteration 2F: 3 clusters Score -196496.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196576.265625 Penalty: 2455.839111
	Iteration 3F: 3 clusters Score -196576.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -196643.625000 Penalty: 2455.839111
	Iteration 4Q: 3 clusters Score -196643.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -196681.765625 Penalty: 2455.839111
	Iteration 5Q: 3 clusters Score -196681.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196716.265625 Penalty: 2455.839111
	Iteration 6Q: 3 clusters Score -196716.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -196751.843750 Penalty: 2455.839111
	Iteration 7Q: 3 clusters Score -196751.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -196792.265625 Penalty: 2455.839111
	Iteration 8Q: 3 clusters Score -196792.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -196828.312500 Penalty: 2455.839111
	Iteration 9Q: 3 clusters Score -196828.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -196861.578125 Penalty: 2455.839111
	Iteration 10Q: 3 clusters Score -196861.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -196890.703125 Penalty: 2455.839111
	Iteration 11Q: 3 clusters Score -196890.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -196917.625000 Penalty: 2455.839111
	Iteration 12Q: 3 clusters Score -196917.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -196936.515625 Penalty: 2455.839111
	Iteration 13Q: 3 clusters Score -196936.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -196956.937500 Penalty: 2455.839111
	Iteration 14Q: 3 clusters Score -196956.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -196975.093750 Penalty: 2455.839111
	Iteration 15Q: 3 clusters Score -196975.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -196987.031250 Penalty: 2455.839111
	Iteration 16Q: 3 clusters Score -196987 nChanged 20
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: -197000.765625 Penalty: 2455.839111
	Iteration 17Q: 3 clusters Score -197000.8 nChanged 21
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: -197017.281250 Penalty: 2455.839111
	Iteration 18Q: 3 clusters Score -197017.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -197030.125000 Penalty: 2455.839111
	Iteration 19Q: 3 clusters Score -197030.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -197035.062500 Penalty: 2455.839111
	Iteration 20F: 3 clusters Score -197035.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -197039.953125 Penalty: 2455.839111
	Iteration 21Q: 3 clusters Score -197040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -197041.953125 Penalty: 2455.839111
	Iteration 22Q: 3 clusters Score -197042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -197042.562500 Penalty: 2455.839111
	Iteration 23Q: 3 clusters Score -197042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -197042.562500 Penalty: 2455.839111
	Iteration 24F: 3 clusters Score -197042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Entering Unmasked Estep 
Score: -3012787.750000 Penalty: 1656.693481
	Iteration 0F: 2 clusters Score -3012788 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 13448 members 
Entering Unmasked Estep 
Score: -2994784.250000 Penalty: 3313.386963
	Iteration 0F: 3 clusters Score -2994784 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3001587.750000 Penalty: 3313.386963
	Iteration 1F: 3 clusters Score -3001588 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3001975.500000 Penalty: 3313.386963
	Iteration 2Q: 3 clusters Score -3001976 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3002351.250000 Penalty: 3313.386963
	Iteration 3Q: 3 clusters Score -3002351 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3002787.500000 Penalty: 3313.386963
	Iteration 4Q: 3 clusters Score -3002788 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3003349.500000 Penalty: 3313.386963
	Iteration 5Q: 3 clusters Score -3003350 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3004183.250000 Penalty: 3313.386963
	Iteration 6F: 3 clusters Score -3004183 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3005407.000000 Penalty: 3313.386963
	Iteration 7F: 3 clusters Score -3005407 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3006960.000000 Penalty: 3313.386963
	Iteration 8F: 3 clusters Score -3006960 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3008592.000000 Penalty: 3313.386963
	Iteration 9F: 3 clusters Score -3008592 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3009939.000000 Penalty: 3313.386963
	Iteration 10F: 3 clusters Score -3009939 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3010712.000000 Penalty: 3313.386963
	Iteration 11Q: 3 clusters Score -3010712 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3011092.250000 Penalty: 3313.386963
	Iteration 12Q: 3 clusters Score -3011092 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3011221.000000 Penalty: 3313.386963
	Iteration 13Q: 3 clusters Score -3011221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3011279.000000 Penalty: 3313.386963
	Iteration 14Q: 3 clusters Score -3011279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3011309.000000 Penalty: 3313.386963
	Iteration 15Q: 3 clusters Score -3011309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3011323.000000 Penalty: 3313.386963
	Iteration 16Q: 3 clusters Score -3011323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3011325.500000 Penalty: 3313.386963
	Iteration 17Q: 3 clusters Score -3011326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3011323.250000 Penalty: 3313.386963
	Iteration 18Q: 3 clusters Score -3011323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3011327.000000 Penalty: 3313.386963
	Iteration 19Q: 3 clusters Score -3011327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3011327.000000 Penalty: 3313.386963
	Iteration 20F: 3 clusters Score -3011327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Entering Unmasked Estep 
Score: -1463913.750000 Penalty: 1536.909180
	Iteration 0F: 2 clusters Score -1463914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1455077.250000 Penalty: 3073.818359
	Iteration 0F: 3 clusters Score -1455077 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1458030.000000 Penalty: 3073.818359
	Iteration 1F: 3 clusters Score -1458030 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1458481.000000 Penalty: 3073.818359
	Iteration 2F: 3 clusters Score -1458481 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1459039.875000 Penalty: 3073.818359
	Iteration 3F: 3 clusters Score -1459040 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1459677.750000 Penalty: 3073.818359
	Iteration 4F: 3 clusters Score -1459678 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1460309.000000 Penalty: 3073.818359
	Iteration 5F: 3 clusters Score -1460309 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1460918.250000 Penalty: 3073.818359
	Iteration 6F: 3 clusters Score -1460918 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1461534.000000 Penalty: 3073.818359
	Iteration 7F: 3 clusters Score -1461534 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1462014.375000 Penalty: 3073.818359
	Iteration 8Q: 3 clusters Score -1462014 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1462348.000000 Penalty: 3073.818359
	Iteration 9Q: 3 clusters Score -1462348 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1462522.125000 Penalty: 3073.818359
	Iteration 10Q: 3 clusters Score -1462522 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1462626.750000 Penalty: 3073.818359
	Iteration 11Q: 3 clusters Score -1462627 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1462681.625000 Penalty: 3073.818359
	Iteration 12Q: 3 clusters Score -1462682 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1462725.875000 Penalty: 3073.818359
	Iteration 13Q: 3 clusters Score -1462726 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1462767.500000 Penalty: 3073.818359
	Iteration 14Q: 3 clusters Score -1462768 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1462798.625000 Penalty: 3073.818359
	Iteration 15Q: 3 clusters Score -1462799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1462831.125000 Penalty: 3073.818359
	Iteration 16Q: 3 clusters Score -1462831 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1462857.875000 Penalty: 3073.818359
	Iteration 17Q: 3 clusters Score -1462858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1462884.875000 Penalty: 3073.818359
	Iteration 18Q: 3 clusters Score -1462885 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1462903.625000 Penalty: 3073.818359
	Iteration 19Q: 3 clusters Score -1462904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1462929.875000 Penalty: 3073.818359
	Iteration 20F: 3 clusters Score -1462930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1462937.500000 Penalty: 3073.818359
	Iteration 21Q: 3 clusters Score -1462938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1462949.750000 Penalty: 3073.818359
	Iteration 22Q: 3 clusters Score -1462950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1462961.500000 Penalty: 3073.818359
	Iteration 23Q: 3 clusters Score -1462962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1462967.375000 Penalty: 3073.818359
	Iteration 24Q: 3 clusters Score -1462967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1462970.125000 Penalty: 3073.818359
	Iteration 25Q: 3 clusters Score -1462970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1462976.500000 Penalty: 3073.818359
	Iteration 26Q: 3 clusters Score -1462976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1462983.000000 Penalty: 3073.818359
	Iteration 27Q: 3 clusters Score -1462983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1462987.750000 Penalty: 3073.818359
	Iteration 28Q: 3 clusters Score -1462988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1462988.625000 Penalty: 3073.818359
	Iteration 29Q: 3 clusters Score -1462989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1462997.375000 Penalty: 3073.818359
	Iteration 30Q: 3 clusters Score -1462997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1463001.500000 Penalty: 3073.818359
	Iteration 31Q: 3 clusters Score -1463002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1463008.000000 Penalty: 3073.818359
	Iteration 32Q: 3 clusters Score -1463008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1463023.125000 Penalty: 3073.818359
	Iteration 33Q: 3 clusters Score -1463023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1463028.125000 Penalty: 3073.818359
	Iteration 34Q: 3 clusters Score -1463028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1463032.750000 Penalty: 3073.818359
	Iteration 35Q: 3 clusters Score -1463033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1463035.125000 Penalty: 3073.818359
	Iteration 36Q: 3 clusters Score -1463035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1463040.000000 Penalty: 3073.818359
	Iteration 37Q: 3 clusters Score -1463040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1463039.625000 Penalty: 3073.818359
	Iteration 38Q: 3 clusters Score -1463040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1463040.625000 Penalty: 3073.818359
	Iteration 39Q: 3 clusters Score -1463041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1463040.625000 Penalty: 3073.818359
	Iteration 40F: 3 clusters Score -1463041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1463043.625000 Penalty: 3073.818359
	Iteration 41Q: 3 clusters Score -1463044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1463043.500000 Penalty: 3073.818359
	Iteration 42Q: 3 clusters Score -1463044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1463043.250000 Penalty: 3073.818359
	Iteration 43Q: 3 clusters Score -1463043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1463048.000000 Penalty: 3073.818359
	Iteration 44Q: 3 clusters Score -1463048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1463053.000000 Penalty: 3073.818359
	Iteration 45Q: 3 clusters Score -1463053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1463058.250000 Penalty: 3073.818359
	Iteration 46Q: 3 clusters Score -1463058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1463061.750000 Penalty: 3073.818359
	Iteration 47Q: 3 clusters Score -1463062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1463059.250000 Penalty: 3073.818359
	Iteration 48Q: 3 clusters Score -1463059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1463063.250000 Penalty: 3073.818359
	Iteration 49Q: 3 clusters Score -1463063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1463064.375000 Penalty: 3073.818359
	Iteration 50Q: 3 clusters Score -1463064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1463070.250000 Penalty: 3073.818359
	Iteration 51Q: 3 clusters Score -1463070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1463071.375000 Penalty: 3073.818359
	Iteration 52Q: 3 clusters Score -1463071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1463070.625000 Penalty: 3073.818359
	Iteration 53Q: 3 clusters Score -1463071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1463074.875000 Penalty: 3073.818359
	Iteration 54Q: 3 clusters Score -1463075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1463079.000000 Penalty: 3073.818359
	Iteration 55Q: 3 clusters Score -1463079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1463079.500000 Penalty: 3073.818359
	Iteration 56Q: 3 clusters Score -1463080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1463079.500000 Penalty: 3073.818359
	Iteration 57Q: 3 clusters Score -1463080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1463081.750000 Penalty: 3073.818359
	Iteration 58Q: 3 clusters Score -1463082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1463083.125000 Penalty: 3073.818359
	Iteration 59Q: 3 clusters Score -1463083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1463088.500000 Penalty: 3073.818359
	Iteration 60F: 3 clusters Score -1463088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1463089.250000 Penalty: 3073.818359
	Iteration 61Q: 3 clusters Score -1463089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1463088.625000 Penalty: 3073.818359
	Iteration 62Q: 3 clusters Score -1463089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1463092.250000 Penalty: 3073.818359
	Iteration 63Q: 3 clusters Score -1463092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1463092.000000 Penalty: 3073.818359
	Iteration 64Q: 3 clusters Score -1463092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1463093.375000 Penalty: 3073.818359
	Iteration 65Q: 3 clusters Score -1463093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1463094.750000 Penalty: 3073.818359
	Iteration 66Q: 3 clusters Score -1463095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1463095.625000 Penalty: 3073.818359
	Iteration 67Q: 3 clusters Score -1463096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1463095.625000 Penalty: 3073.818359
	Iteration 68F: 3 clusters Score -1463096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Entering Unmasked Estep 
Score: -1593958.500000 Penalty: 1548.026733
	Iteration 0F: 2 clusters Score -1593958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1584326.375000 Penalty: 3096.053467
	Iteration 0F: 3 clusters Score -1584326 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1587540.625000 Penalty: 3096.053467
	Iteration 1F: 3 clusters Score -1587541 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1587743.500000 Penalty: 3096.053467
	Iteration 2Q: 3 clusters Score -1587744 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1587906.375000 Penalty: 3096.053467
	Iteration 3Q: 3 clusters Score -1587906 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1588026.750000 Penalty: 3096.053467
	Iteration 4Q: 3 clusters Score -1588027 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1588144.625000 Penalty: 3096.053467
	Iteration 5Q: 3 clusters Score -1588145 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1588232.875000 Penalty: 3096.053467
	Iteration 6Q: 3 clusters Score -1588233 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1588300.500000 Penalty: 3096.053467
	Iteration 7Q: 3 clusters Score -1588300 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1588355.875000 Penalty: 3096.053467
	Iteration 8Q: 3 clusters Score -1588356 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1588414.500000 Penalty: 3096.053467
	Iteration 9Q: 3 clusters Score -1588414 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1588470.500000 Penalty: 3096.053467
	Iteration 10Q: 3 clusters Score -1588470 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1588517.125000 Penalty: 3096.053467
	Iteration 11Q: 3 clusters Score -1588517 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1588573.500000 Penalty: 3096.053467
	Iteration 12Q: 3 clusters Score -1588574 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1588637.750000 Penalty: 3096.053467
	Iteration 13Q: 3 clusters Score -1588638 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1588704.625000 Penalty: 3096.053467
	Iteration 14Q: 3 clusters Score -1588705 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1588786.875000 Penalty: 3096.053467
	Iteration 15Q: 3 clusters Score -1588787 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1588887.500000 Penalty: 3096.053467
	Iteration 16Q: 3 clusters Score -1588888 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1589015.625000 Penalty: 3096.053467
	Iteration 17Q: 3 clusters Score -1589016 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1589172.250000 Penalty: 3096.053467
	Iteration 18Q: 3 clusters Score -1589172 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1589395.875000 Penalty: 3096.053467
	Iteration 19Q: 3 clusters Score -1589396 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1589742.250000 Penalty: 3096.053467
	Iteration 20F: 3 clusters Score -1589742 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1590241.875000 Penalty: 3096.053467
	Iteration 21F: 3 clusters Score -1590242 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1590814.875000 Penalty: 3096.053467
	Iteration 22F: 3 clusters Score -1590815 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1591361.875000 Penalty: 3096.053467
	Iteration 23Q: 3 clusters Score -1591362 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1591826.750000 Penalty: 3096.053467
	Iteration 24Q: 3 clusters Score -1591827 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1592137.750000 Penalty: 3096.053467
	Iteration 25Q: 3 clusters Score -1592138 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1592378.625000 Penalty: 3096.053467
	Iteration 26Q: 3 clusters Score -1592379 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1592503.875000 Penalty: 3096.053467
	Iteration 27Q: 3 clusters Score -1592504 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1592572.125000 Penalty: 3096.053467
	Iteration 28Q: 3 clusters Score -1592572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1592610.250000 Penalty: 3096.053467
	Iteration 29Q: 3 clusters Score -1592610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1592635.125000 Penalty: 3096.053467
	Iteration 30Q: 3 clusters Score -1592635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1592649.875000 Penalty: 3096.053467
	Iteration 31Q: 3 clusters Score -1592650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1592660.750000 Penalty: 3096.053467
	Iteration 32Q: 3 clusters Score -1592661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1592666.000000 Penalty: 3096.053467
	Iteration 33Q: 3 clusters Score -1592666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1592671.750000 Penalty: 3096.053467
	Iteration 34Q: 3 clusters Score -1592672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1592673.500000 Penalty: 3096.053467
	Iteration 35Q: 3 clusters Score -1592674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1592678.625000 Penalty: 3096.053467
	Iteration 36Q: 3 clusters Score -1592679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1592683.875000 Penalty: 3096.053467
	Iteration 37Q: 3 clusters Score -1592684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1592683.750000 Penalty: 3096.053467
	Iteration 38Q: 3 clusters Score -1592684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1592688.875000 Penalty: 3096.053467
	Iteration 39Q: 3 clusters Score -1592689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1592691.250000 Penalty: 3096.053467
	Iteration 40F: 3 clusters Score -1592691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1592695.500000 Penalty: 3096.053467
	Iteration 41Q: 3 clusters Score -1592696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1592696.625000 Penalty: 3096.053467
	Iteration 42Q: 3 clusters Score -1592697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1592701.125000 Penalty: 3096.053467
	Iteration 43Q: 3 clusters Score -1592701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1592700.875000 Penalty: 3096.053467
	Iteration 44Q: 3 clusters Score -1592701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1592705.250000 Penalty: 3096.053467
	Iteration 45Q: 3 clusters Score -1592705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1592706.000000 Penalty: 3096.053467
	Iteration 46Q: 3 clusters Score -1592706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1592706.000000 Penalty: 3096.053467
	Iteration 47F: 3 clusters Score -1592706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133161 members 
Entering Unmasked Estep 
Score: -15310318.000000 Penalty: 1917.388550
	Iteration 0F: 2 clusters Score -1.531032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -15226867.000000 Penalty: 3834.777100
	Iteration 0F: 3 clusters Score -1.522687e+07 nChanged 64009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -15264251.000000 Penalty: 3834.777100
	Iteration 1F: 3 clusters Score -1.526425e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -15264797.000000 Penalty: 3834.777100
	Iteration 2Q: 3 clusters Score -1.52648e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -15265247.000000 Penalty: 3834.777100
	Iteration 3Q: 3 clusters Score -1.526525e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -15266236.000000 Penalty: 3834.777100
	Iteration 4Q: 3 clusters Score -1.526624e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -15267021.000000 Penalty: 3834.777100
	Iteration 5Q: 3 clusters Score -1.526702e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -15268450.000000 Penalty: 3834.777100
	Iteration 6Q: 3 clusters Score -1.526845e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -15270522.000000 Penalty: 3834.777100
	Iteration 7Q: 3 clusters Score -1.527052e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -15273801.000000 Penalty: 3834.777100
	Iteration 8Q: 3 clusters Score -1.52738e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -15278652.000000 Penalty: 3834.777100
	Iteration 9F: 3 clusters Score -1.527865e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 97945 members 
Entering Unmasked Estep 
Score: -15285343.000000 Penalty: 3834.777100
	Iteration 10F: 3 clusters Score -1.528534e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
Score: -15292344.000000 Penalty: 3834.777100
	Iteration 11F: 3 clusters Score -1.529234e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 111644 members 
Entering Unmasked Estep 
Score: -15297207.000000 Penalty: 3834.777100
	Iteration 12Q: 3 clusters Score -1.529721e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 116181 members 
Entering Unmasked Estep 
Score: -15300548.000000 Penalty: 3834.777100
	Iteration 13Q: 3 clusters Score -1.530055e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 119628 members 
Entering Unmasked Estep 
Score: -15302582.000000 Penalty: 3834.777100
	Iteration 14Q: 3 clusters Score -1.530258e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 122441 members 
Entering Unmasked Estep 
Score: -15303926.000000 Penalty: 3834.777100
	Iteration 15Q: 3 clusters Score -1.530393e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 124806 members 
Entering Unmasked Estep 
Score: -15305052.000000 Penalty: 3834.777100
	Iteration 16Q: 3 clusters Score -1.530505e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 126740 members 
Entering Unmasked Estep 
Score: -15306038.000000 Penalty: 3834.777100
	Iteration 17Q: 3 clusters Score -1.530604e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 128286 members 
Entering Unmasked Estep 
Score: -15306710.000000 Penalty: 3834.777100
	Iteration 18Q: 3 clusters Score -1.530671e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 129464 members 
Entering Unmasked Estep 
Score: -15307157.000000 Penalty: 3834.777100
	Iteration 19Q: 3 clusters Score -1.530716e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 130371 members 
Entering Unmasked Estep 
Score: -15307519.000000 Penalty: 3834.777100
	Iteration 20F: 3 clusters Score -1.530752e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 131029 members 
Entering Unmasked Estep 
Score: -15307880.000000 Penalty: 3834.777100
	Iteration 21Q: 3 clusters Score -1.530788e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 131504 members 
Entering Unmasked Estep 
Score: -15308068.000000 Penalty: 3834.777100
	Iteration 22Q: 3 clusters Score -1.530807e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 131829 members 
Entering Unmasked Estep 
Score: -15308230.000000 Penalty: 3834.777100
	Iteration 23Q: 3 clusters Score -1.530823e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 132095 members 
Entering Unmasked Estep 
Score: -15308345.000000 Penalty: 3834.777100
	Iteration 24Q: 3 clusters Score -1.530834e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 132295 members 
Entering Unmasked Estep 
Score: -15308430.000000 Penalty: 3834.777100
	Iteration 25Q: 3 clusters Score -1.530843e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 132428 members 
Entering Unmasked Estep 
Score: -15308482.000000 Penalty: 3834.777100
	Iteration 26Q: 3 clusters Score -1.530848e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 132522 members 
Entering Unmasked Estep 
Score: -15308546.000000 Penalty: 3834.777100
	Iteration 27Q: 3 clusters Score -1.530855e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 132593 members 
Entering Unmasked Estep 
Score: -15308597.000000 Penalty: 3834.777100
	Iteration 28Q: 3 clusters Score -1.53086e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 132636 members 
Entering Unmasked Estep 
Score: -15308612.000000 Penalty: 3834.777100
	Iteration 29Q: 3 clusters Score -1.530861e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 132671 members 
Entering Unmasked Estep 
Score: -15308654.000000 Penalty: 3834.777100
	Iteration 30Q: 3 clusters Score -1.530865e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 132708 members 
Entering Unmasked Estep 
Score: -15308662.000000 Penalty: 3834.777100
	Iteration 31Q: 3 clusters Score -1.530866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 132727 members 
Entering Unmasked Estep 
Score: -15308679.000000 Penalty: 3834.777100
	Iteration 32Q: 3 clusters Score -1.530868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 132736 members 
Entering Unmasked Estep 
Score: -15308679.000000 Penalty: 3834.777100
	Iteration 33Q: 3 clusters Score -1.530868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 132745 members 
Entering Unmasked Estep 
Score: -15308682.000000 Penalty: 3834.777100
	Iteration 34Q: 3 clusters Score -1.530868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 132751 members 
Entering Unmasked Estep 
Score: -15308670.000000 Penalty: 3834.777100
	Iteration 35Q: 3 clusters Score -1.530867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 132756 members 
Entering Unmasked Estep 
Score: -15308683.000000 Penalty: 3834.777100
	Iteration 36Q: 3 clusters Score -1.530868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 132762 members 
Entering Unmasked Estep 
Score: -15308696.000000 Penalty: 3834.777100
	Iteration 37Q: 3 clusters Score -1.53087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 132771 members 
Entering Unmasked Estep 
Score: -15308694.000000 Penalty: 3834.777100
	Iteration 38Q: 3 clusters Score -1.530869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 132780 members 
Entering Unmasked Estep 
Score: -15308708.000000 Penalty: 3834.777100
	Iteration 39Q: 3 clusters Score -1.530871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 132785 members 
Entering Unmasked Estep 
Score: -15308716.000000 Penalty: 3834.777100
	Iteration 40F: 3 clusters Score -1.530872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 132787 members 
Entering Unmasked Estep 
Score: -15308710.000000 Penalty: 3834.777100
	Iteration 41Q: 3 clusters Score -1.530871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 132786 members 
Entering Unmasked Estep 
Score: -15308712.000000 Penalty: 3834.777100
	Iteration 42Q: 3 clusters Score -1.530871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 132785 members 
Entering Unmasked Estep 
Score: -15308713.000000 Penalty: 3834.777100
	Iteration 43Q: 3 clusters Score -1.530871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 132785 members 
Entering Unmasked Estep 
Score: -15308713.000000 Penalty: 3834.777100
	Iteration 44F: 3 clusters Score -1.530871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -45759.398438 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -45759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44763.019531 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -44763.02 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44913.417969 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -44913.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44965.316406 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -44965.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44981.183594 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -44981.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44995.417969 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -44995.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45002.042969 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -45002.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45002.042969 Penalty: 1986.946777
	Iteration 6F: 3 clusters Score -45002.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -115993.257812 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -115993.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -114530.703125 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -114530.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -114770.500000 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -114770.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -114841.898438 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -114841.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -114890.906250 Penalty: 2249.859131
	Iteration 3Q: 3 clusters Score -114890.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -114929.742188 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -114929.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -114951.531250 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -114951.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -114963.109375 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -114963.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -114971.195312 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -114971.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -114976.218750 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -114976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -114978.929688 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -114978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -114982.031250 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -114982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -114985.054688 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -114985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -114991.093750 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -114991.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -114996.062500 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -114996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -115002.343750 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -115002.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -115006.765625 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -115006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -115008.015625 Penalty: 2249.859131
	Iteration 16Q: 3 clusters Score -115008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -115012.125000 Penalty: 2249.859131
	Iteration 17Q: 3 clusters Score -115012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -115016.398438 Penalty: 2249.859131
	Iteration 18Q: 3 clusters Score -115016.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -115017.445312 Penalty: 2249.859131
	Iteration 19Q: 3 clusters Score -115017.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -115017.445312 Penalty: 2249.859131
	Iteration 20F: 3 clusters Score -115017.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Entering Unmasked Estep 
Score: -379813.531250 Penalty: 1317.259521
	Iteration 0F: 2 clusters Score -379813.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -376887.781250 Penalty: 2634.519043
	Iteration 0F: 3 clusters Score -376887.8 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -377579.906250 Penalty: 2634.519043
	Iteration 1F: 3 clusters Score -377579.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -377716.781250 Penalty: 2634.519043
	Iteration 2F: 3 clusters Score -377716.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -377798.312500 Penalty: 2634.519043
	Iteration 3Q: 3 clusters Score -377798.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -377850.031250 Penalty: 2634.519043
	Iteration 4Q: 3 clusters Score -377850 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -377897.187500 Penalty: 2634.519043
	Iteration 5Q: 3 clusters Score -377897.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -377938.093750 Penalty: 2634.519043
	Iteration 6Q: 3 clusters Score -377938.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -377977.468750 Penalty: 2634.519043
	Iteration 7Q: 3 clusters Score -377977.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -378013.437500 Penalty: 2634.519043
	Iteration 8Q: 3 clusters Score -378013.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -378041.625000 Penalty: 2634.519043
	Iteration 9Q: 3 clusters Score -378041.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -378066.843750 Penalty: 2634.519043
	Iteration 10Q: 3 clusters Score -378066.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -378092.468750 Penalty: 2634.519043
	Iteration 11Q: 3 clusters Score -378092.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -378121.500000 Penalty: 2634.519043
	Iteration 12Q: 3 clusters Score -378121.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -378162.000000 Penalty: 2634.519043
	Iteration 13Q: 3 clusters Score -378162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -378220.406250 Penalty: 2634.519043
	Iteration 14Q: 3 clusters Score -378220.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -378286.250000 Penalty: 2634.519043
	Iteration 15Q: 3 clusters Score -378286.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -378358.906250 Penalty: 2634.519043
	Iteration 16Q: 3 clusters Score -378358.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -378433.937500 Penalty: 2634.519043
	Iteration 17Q: 3 clusters Score -378433.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -378513.500000 Penalty: 2634.519043
	Iteration 18Q: 3 clusters Score -378513.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -378593.218750 Penalty: 2634.519043
	Iteration 19Q: 3 clusters Score -378593.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -378659.875000 Penalty: 2634.519043
	Iteration 20F: 3 clusters Score -378659.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -378725.406250 Penalty: 2634.519043
	Iteration 21Q: 3 clusters Score -378725.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -378786.906250 Penalty: 2634.519043
	Iteration 22Q: 3 clusters Score -378786.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -378827.000000 Penalty: 2634.519043
	Iteration 23Q: 3 clusters Score -378827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -378858.937500 Penalty: 2634.519043
	Iteration 24Q: 3 clusters Score -378858.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -378883.281250 Penalty: 2634.519043
	Iteration 25Q: 3 clusters Score -378883.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -378894.906250 Penalty: 2634.519043
	Iteration 26Q: 3 clusters Score -378894.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -378903.531250 Penalty: 2634.519043
	Iteration 27Q: 3 clusters Score -378903.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -378905.312500 Penalty: 2634.519043
	Iteration 28Q: 3 clusters Score -378905.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -378907.593750 Penalty: 2634.519043
	Iteration 29Q: 3 clusters Score -378907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -378908.718750 Penalty: 2634.519043
	Iteration 30Q: 3 clusters Score -378908.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -378909.187500 Penalty: 2634.519043
	Iteration 31Q: 3 clusters Score -378909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -378909.437500 Penalty: 2634.519043
	Iteration 32Q: 3 clusters Score -378909.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -378911.750000 Penalty: 2634.519043
	Iteration 33Q: 3 clusters Score -378911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -378912.437500 Penalty: 2634.519043
	Iteration 34Q: 3 clusters Score -378912.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -378912.437500 Penalty: 2634.519043
	Iteration 35F: 3 clusters Score -378912.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (109470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109470 members 
Entering Unmasked Estep 
Score: -12834356.000000 Penalty: 1885.553467
	Iteration 0F: 2 clusters Score -1.283436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -12764182.000000 Penalty: 3771.106934
	Iteration 0F: 3 clusters Score -1.276418e+07 nChanged 52392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -12795384.000000 Penalty: 3771.106934
	Iteration 1F: 3 clusters Score -1.279538e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -12796795.000000 Penalty: 3771.106934
	Iteration 2Q: 3 clusters Score -1.27968e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -12799216.000000 Penalty: 3771.106934
	Iteration 3F: 3 clusters Score -1.279922e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -12803644.000000 Penalty: 3771.106934
	Iteration 4F: 3 clusters Score -1.280364e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 85385 members 
Entering Unmasked Estep 
Score: -12810131.000000 Penalty: 3771.106934
	Iteration 5F: 3 clusters Score -1.281013e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 94411 members 
Entering Unmasked Estep 
Score: -12817592.000000 Penalty: 3771.106934
	Iteration 6F: 3 clusters Score -1.281759e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
Score: -12824823.000000 Penalty: 3771.106934
	Iteration 7F: 3 clusters Score -1.282482e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 106070 members 
Entering Unmasked Estep 
Score: -12829671.000000 Penalty: 3771.106934
	Iteration 8Q: 3 clusters Score -1.282967e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 108182 members 
Entering Unmasked Estep 
Score: -12831571.000000 Penalty: 3771.106934
	Iteration 9Q: 3 clusters Score -1.283157e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 108908 members 
Entering Unmasked Estep 
Score: -12832273.000000 Penalty: 3771.106934
	Iteration 10Q: 3 clusters Score -1.283227e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -12832476.000000 Penalty: 3771.106934
	Iteration 11Q: 3 clusters Score -1.283248e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -12832583.000000 Penalty: 3771.106934
	Iteration 12Q: 3 clusters Score -1.283258e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 109256 members 
Entering Unmasked Estep 
Score: -12832647.000000 Penalty: 3771.106934
	Iteration 13Q: 3 clusters Score -1.283265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -12832681.000000 Penalty: 3771.106934
	Iteration 14Q: 3 clusters Score -1.283268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 109268 members 
Entering Unmasked Estep 
Score: -12832683.000000 Penalty: 3771.106934
	Iteration 15Q: 3 clusters Score -1.283268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 109269 members 
Entering Unmasked Estep 
Score: -12832697.000000 Penalty: 3771.106934
	Iteration 16Q: 3 clusters Score -1.28327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -12832697.000000 Penalty: 3771.106934
	Iteration 17Q: 3 clusters Score -1.28327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 109275 members 
Entering Unmasked Estep 
Score: -12832701.000000 Penalty: 3771.106934
	Iteration 18Q: 3 clusters Score -1.28327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 109274 members 
Entering Unmasked Estep 
Score: -12832714.000000 Penalty: 3771.106934
	Iteration 19Q: 3 clusters Score -1.283271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -12832718.000000 Penalty: 3771.106934
	Iteration 20F: 3 clusters Score -1.283272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -12832719.000000 Penalty: 3771.106934
	Iteration 21Q: 3 clusters Score -1.283272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -12832724.000000 Penalty: 3771.106934
	Iteration 22Q: 3 clusters Score -1.283272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -12832726.000000 Penalty: 3771.106934
	Iteration 23Q: 3 clusters Score -1.283273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -12832726.000000 Penalty: 3771.106934
	Iteration 24F: 3 clusters Score -1.283273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -16030.515625 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -16030.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15462.148438 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -15462.15 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15739.511719 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -15739.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16036.045898 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -16036.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16207.344727 Penalty: 1770.189575
	Iteration 3F: 3 clusters Score -16207.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16607.292969 Penalty: 1770.189575
	Iteration 4F: 3 clusters Score -16607.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16844.470703 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -16844.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16865.148438 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -16865.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16901.466797 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -16901.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16956.156250 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -16956.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16956.156250 Penalty: 1770.189575
	Iteration 9F: 3 clusters Score -16956.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 13631 members 
Mstep: Class 3 contains 15367 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 99552 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 59105 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88325 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26770 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 16 contains 13716 members 
Mstep: Class 17 contains 133161 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3315 members 
Mstep: Class 21 contains 109470 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 2938 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 68030 members 
Mstep: Class 28 contains 4183 members 
Mstep: Class 29 contains 108 members 
Entering Unmasked Estep 
Score: -86214712.000000 Penalty: 63808.488281
Splitting cluster 22 changes total score from -86215160.000000 to -86214712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -344095.156250 Penalty: 1297.641113
	Iteration 0F: 2 clusters Score -344095.2 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 1492 members 
Entering Unmasked Estep 
Score: -341425.625000 Penalty: 2595.282227
	Iteration 0F: 3 clusters Score -341425.6 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -342135.843750 Penalty: 2595.282227
	Iteration 1F: 3 clusters Score -342135.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -342336.250000 Penalty: 2595.282227
	Iteration 2F: 3 clusters Score -342336.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -342501.781250 Penalty: 2595.282227
	Iteration 3F: 3 clusters Score -342501.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -342630.250000 Penalty: 2595.282227
	Iteration 4F: 3 clusters Score -342630.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -342717.375000 Penalty: 2595.282227
	Iteration 5Q: 3 clusters Score -342717.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -342778.437500 Penalty: 2595.282227
	Iteration 6Q: 3 clusters Score -342778.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -342832.625000 Penalty: 2595.282227
	Iteration 7Q: 3 clusters Score -342832.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -342872.406250 Penalty: 2595.282227
	Iteration 8Q: 3 clusters Score -342872.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -342906.406250 Penalty: 2595.282227
	Iteration 9Q: 3 clusters Score -342906.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -342947.750000 Penalty: 2595.282227
	Iteration 10Q: 3 clusters Score -342947.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -342979.812500 Penalty: 2595.282227
	Iteration 11Q: 3 clusters Score -342979.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -343013.781250 Penalty: 2595.282227
	Iteration 12Q: 3 clusters Score -343013.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -343033.937500 Penalty: 2595.282227
	Iteration 13Q: 3 clusters Score -343033.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -343046.562500 Penalty: 2595.282227
	Iteration 14Q: 3 clusters Score -343046.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -343057.000000 Penalty: 2595.282227
	Iteration 15Q: 3 clusters Score -343057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -343061.125000 Penalty: 2595.282227
	Iteration 16Q: 3 clusters Score -343061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -343064.218750 Penalty: 2595.282227
	Iteration 17Q: 3 clusters Score -343064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -343068.218750 Penalty: 2595.282227
	Iteration 18Q: 3 clusters Score -343068.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -343072.218750 Penalty: 2595.282227
	Iteration 19Q: 3 clusters Score -343072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -343075.875000 Penalty: 2595.282227
	Iteration 20F: 3 clusters Score -343075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -343078.062500 Penalty: 2595.282227
	Iteration 21Q: 3 clusters Score -343078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -343080.250000 Penalty: 2595.282227
	Iteration 22Q: 3 clusters Score -343080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -343083.093750 Penalty: 2595.282227
	Iteration 23Q: 3 clusters Score -343083.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -343085.250000 Penalty: 2595.282227
	Iteration 24Q: 3 clusters Score -343085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -343087.968750 Penalty: 2595.282227
	Iteration 25Q: 3 clusters Score -343088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -343090.375000 Penalty: 2595.282227
	Iteration 26Q: 3 clusters Score -343090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -343092.593750 Penalty: 2595.282227
	Iteration 27Q: 3 clusters Score -343092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -343094.625000 Penalty: 2595.282227
	Iteration 28Q: 3 clusters Score -343094.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -343095.281250 Penalty: 2595.282227
	Iteration 29Q: 3 clusters Score -343095.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -343095.218750 Penalty: 2595.282227
	Iteration 30Q: 3 clusters Score -343095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -343096.312500 Penalty: 2595.282227
	Iteration 31Q: 3 clusters Score -343096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -343097.000000 Penalty: 2595.282227
	Iteration 32Q: 3 clusters Score -343097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -343097.500000 Penalty: 2595.282227
	Iteration 33Q: 3 clusters Score -343097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -343098.781250 Penalty: 2595.282227
	Iteration 34Q: 3 clusters Score -343098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -343098.875000 Penalty: 2595.282227
	Iteration 35Q: 3 clusters Score -343098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -343098.750000 Penalty: 2595.282227
	Iteration 36Q: 3 clusters Score -343098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -343098.750000 Penalty: 2595.282227
	Iteration 37F: 3 clusters Score -343098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Entering Unmasked Estep 
Score: -839655.500000 Penalty: 1453.234863
	Iteration 0F: 2 clusters Score -839655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -833979.812500 Penalty: 2906.469727
	Iteration 0F: 3 clusters Score -833979.8 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -835756.437500 Penalty: 2906.469727
	Iteration 1F: 3 clusters Score -835756.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -835994.062500 Penalty: 2906.469727
	Iteration 2F: 3 clusters Score -835994.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -836183.812500 Penalty: 2906.469727
	Iteration 3Q: 3 clusters Score -836183.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -836386.562500 Penalty: 2906.469727
	Iteration 4Q: 3 clusters Score -836386.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -836620.062500 Penalty: 2906.469727
	Iteration 5Q: 3 clusters Score -836620.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -836867.000000 Penalty: 2906.469727
	Iteration 6F: 3 clusters Score -836867 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -837131.625000 Penalty: 2906.469727
	Iteration 7F: 3 clusters Score -837131.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -837407.500000 Penalty: 2906.469727
	Iteration 8Q: 3 clusters Score -837407.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -837705.125000 Penalty: 2906.469727
	Iteration 9Q: 3 clusters Score -837705.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -837990.875000 Penalty: 2906.469727
	Iteration 10Q: 3 clusters Score -837990.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -838209.250000 Penalty: 2906.469727
	Iteration 11Q: 3 clusters Score -838209.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -838362.937500 Penalty: 2906.469727
	Iteration 12Q: 3 clusters Score -838362.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -838441.062500 Penalty: 2906.469727
	Iteration 13Q: 3 clusters Score -838441.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -838481.812500 Penalty: 2906.469727
	Iteration 14Q: 3 clusters Score -838481.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -838500.875000 Penalty: 2906.469727
	Iteration 15Q: 3 clusters Score -838500.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -838519.250000 Penalty: 2906.469727
	Iteration 16Q: 3 clusters Score -838519.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -838532.687500 Penalty: 2906.469727
	Iteration 17Q: 3 clusters Score -838532.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -838549.937500 Penalty: 2906.469727
	Iteration 18Q: 3 clusters Score -838549.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -838559.875000 Penalty: 2906.469727
	Iteration 19Q: 3 clusters Score -838559.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -838567.062500 Penalty: 2906.469727
	Iteration 20F: 3 clusters Score -838567.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -838573.562500 Penalty: 2906.469727
	Iteration 21Q: 3 clusters Score -838573.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -838579.937500 Penalty: 2906.469727
	Iteration 22Q: 3 clusters Score -838579.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -838584.562500 Penalty: 2906.469727
	Iteration 23Q: 3 clusters Score -838584.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -838584.875000 Penalty: 2906.469727
	Iteration 24Q: 3 clusters Score -838584.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -838588.937500 Penalty: 2906.469727
	Iteration 25Q: 3 clusters Score -838588.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -838589.687500 Penalty: 2906.469727
	Iteration 26Q: 3 clusters Score -838589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -838591.187500 Penalty: 2906.469727
	Iteration 27Q: 3 clusters Score -838591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -838591.812500 Penalty: 2906.469727
	Iteration 28Q: 3 clusters Score -838591.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -838593.562500 Penalty: 2906.469727
	Iteration 29Q: 3 clusters Score -838593.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -838594.312500 Penalty: 2906.469727
	Iteration 30Q: 3 clusters Score -838594.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -838597.250000 Penalty: 2906.469727
	Iteration 31Q: 3 clusters Score -838597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -838597.500000 Penalty: 2906.469727
	Iteration 32Q: 3 clusters Score -838597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -838599.562500 Penalty: 2906.469727
	Iteration 33Q: 3 clusters Score -838599.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -838599.562500 Penalty: 2906.469727
	Iteration 34F: 3 clusters Score -838599.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -288960.656250 Penalty: 1277.905762
	Iteration 0F: 2 clusters Score -288960.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -286460.156250 Penalty: 2555.811523
	Iteration 0F: 3 clusters Score -286460.2 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -287048.187500 Penalty: 2555.811523
	Iteration 1F: 3 clusters Score -287048.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -287170.281250 Penalty: 2555.811523
	Iteration 2F: 3 clusters Score -287170.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -287248.687500 Penalty: 2555.811523
	Iteration 3Q: 3 clusters Score -287248.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -287311.500000 Penalty: 2555.811523
	Iteration 4Q: 3 clusters Score -287311.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -287368.312500 Penalty: 2555.811523
	Iteration 5Q: 3 clusters Score -287368.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -287419.218750 Penalty: 2555.811523
	Iteration 6Q: 3 clusters Score -287419.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -287453.062500 Penalty: 2555.811523
	Iteration 7Q: 3 clusters Score -287453.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -287488.312500 Penalty: 2555.811523
	Iteration 8Q: 3 clusters Score -287488.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -287524.187500 Penalty: 2555.811523
	Iteration 9Q: 3 clusters Score -287524.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -287549.093750 Penalty: 2555.811523
	Iteration 10Q: 3 clusters Score -287549.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -287566.906250 Penalty: 2555.811523
	Iteration 11Q: 3 clusters Score -287566.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -287583.500000 Penalty: 2555.811523
	Iteration 12Q: 3 clusters Score -287583.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -287603.625000 Penalty: 2555.811523
	Iteration 13Q: 3 clusters Score -287603.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -287619.875000 Penalty: 2555.811523
	Iteration 14Q: 3 clusters Score -287619.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -287634.906250 Penalty: 2555.811523
	Iteration 15Q: 3 clusters Score -287634.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -287647.406250 Penalty: 2555.811523
	Iteration 16Q: 3 clusters Score -287647.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -287664.125000 Penalty: 2555.811523
	Iteration 17Q: 3 clusters Score -287664.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -287674.718750 Penalty: 2555.811523
	Iteration 18Q: 3 clusters Score -287674.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -287686.906250 Penalty: 2555.811523
	Iteration 19Q: 3 clusters Score -287686.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -287699.718750 Penalty: 2555.811523
	Iteration 20F: 3 clusters Score -287699.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -287713.312500 Penalty: 2555.811523
	Iteration 21Q: 3 clusters Score -287713.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -287722.781250 Penalty: 2555.811523
	Iteration 22Q: 3 clusters Score -287722.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -287735.406250 Penalty: 2555.811523
	Iteration 23Q: 3 clusters Score -287735.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -287749.093750 Penalty: 2555.811523
	Iteration 24Q: 3 clusters Score -287749.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -287761.968750 Penalty: 2555.811523
	Iteration 25Q: 3 clusters Score -287762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -287773.531250 Penalty: 2555.811523
	Iteration 26Q: 3 clusters Score -287773.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -287783.593750 Penalty: 2555.811523
	Iteration 27Q: 3 clusters Score -287783.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -287795.531250 Penalty: 2555.811523
	Iteration 28Q: 3 clusters Score -287795.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -287806.437500 Penalty: 2555.811523
	Iteration 29Q: 3 clusters Score -287806.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -287815.125000 Penalty: 2555.811523
	Iteration 30Q: 3 clusters Score -287815.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -287828.156250 Penalty: 2555.811523
	Iteration 31Q: 3 clusters Score -287828.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -287836.500000 Penalty: 2555.811523
	Iteration 32Q: 3 clusters Score -287836.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -287847.187500 Penalty: 2555.811523
	Iteration 33Q: 3 clusters Score -287847.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -287856.062500 Penalty: 2555.811523
	Iteration 34Q: 3 clusters Score -287856.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -287866.875000 Penalty: 2555.811523
	Iteration 35Q: 3 clusters Score -287866.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -287878.843750 Penalty: 2555.811523
	Iteration 36Q: 3 clusters Score -287878.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -287886.187500 Penalty: 2555.811523
	Iteration 37Q: 3 clusters Score -287886.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -287893.187500 Penalty: 2555.811523
	Iteration 38Q: 3 clusters Score -287893.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -287895.625000 Penalty: 2555.811523
	Iteration 39Q: 3 clusters Score -287895.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -287898.000000 Penalty: 2555.811523
	Iteration 40F: 3 clusters Score -287898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -287901.281250 Penalty: 2555.811523
	Iteration 41Q: 3 clusters Score -287901.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -287904.093750 Penalty: 2555.811523
	Iteration 42Q: 3 clusters Score -287904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -287904.531250 Penalty: 2555.811523
	Iteration 43Q: 3 clusters Score -287904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -287905.125000 Penalty: 2555.811523
	Iteration 44Q: 3 clusters Score -287905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -287905.281250 Penalty: 2555.811523
	Iteration 45Q: 3 clusters Score -287905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -287905.750000 Penalty: 2555.811523
	Iteration 46Q: 3 clusters Score -287905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -287905.750000 Penalty: 2555.811523
	Iteration 47F: 3 clusters Score -287905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Entering Unmasked Estep 
Score: -520192.406250 Penalty: 1375.811401
	Iteration 0F: 2 clusters Score -520192.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -516360.187500 Penalty: 2751.622803
	Iteration 0F: 3 clusters Score -516360.2 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -517427.906250 Penalty: 2751.622803
	Iteration 1F: 3 clusters Score -517427.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -517658.125000 Penalty: 2751.622803
	Iteration 2F: 3 clusters Score -517658.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -517870.656250 Penalty: 2751.622803
	Iteration 3F: 3 clusters Score -517870.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -518039.968750 Penalty: 2751.622803
	Iteration 4F: 3 clusters Score -518040 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -518164.968750 Penalty: 2751.622803
	Iteration 5Q: 3 clusters Score -518165 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -518291.031250 Penalty: 2751.622803
	Iteration 6Q: 3 clusters Score -518291 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -518398.468750 Penalty: 2751.622803
	Iteration 7Q: 3 clusters Score -518398.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -518492.312500 Penalty: 2751.622803
	Iteration 8Q: 3 clusters Score -518492.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -518587.375000 Penalty: 2751.622803
	Iteration 9Q: 3 clusters Score -518587.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -518688.468750 Penalty: 2751.622803
	Iteration 10Q: 3 clusters Score -518688.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -518766.437500 Penalty: 2751.622803
	Iteration 11Q: 3 clusters Score -518766.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -518826.125000 Penalty: 2751.622803
	Iteration 12Q: 3 clusters Score -518826.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -518881.906250 Penalty: 2751.622803
	Iteration 13Q: 3 clusters Score -518881.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -518917.625000 Penalty: 2751.622803
	Iteration 14Q: 3 clusters Score -518917.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -518943.406250 Penalty: 2751.622803
	Iteration 15Q: 3 clusters Score -518943.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -518975.437500 Penalty: 2751.622803
	Iteration 16Q: 3 clusters Score -518975.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -519003.062500 Penalty: 2751.622803
	Iteration 17Q: 3 clusters Score -519003.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -519033.812500 Penalty: 2751.622803
	Iteration 18Q: 3 clusters Score -519033.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -519064.687500 Penalty: 2751.622803
	Iteration 19Q: 3 clusters Score -519064.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -519089.687500 Penalty: 2751.622803
	Iteration 20F: 3 clusters Score -519089.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -519115.812500 Penalty: 2751.622803
	Iteration 21Q: 3 clusters Score -519115.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -519134.250000 Penalty: 2751.622803
	Iteration 22Q: 3 clusters Score -519134.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -519149.125000 Penalty: 2751.622803
	Iteration 23Q: 3 clusters Score -519149.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -519167.218750 Penalty: 2751.622803
	Iteration 24Q: 3 clusters Score -519167.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -519184.281250 Penalty: 2751.622803
	Iteration 25Q: 3 clusters Score -519184.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -519200.937500 Penalty: 2751.622803
	Iteration 26Q: 3 clusters Score -519200.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -519219.312500 Penalty: 2751.622803
	Iteration 27Q: 3 clusters Score -519219.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -519229.250000 Penalty: 2751.622803
	Iteration 28Q: 3 clusters Score -519229.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -519243.406250 Penalty: 2751.622803
	Iteration 29Q: 3 clusters Score -519243.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -519255.156250 Penalty: 2751.622803
	Iteration 30Q: 3 clusters Score -519255.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -519265.875000 Penalty: 2751.622803
	Iteration 31Q: 3 clusters Score -519265.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -519274.312500 Penalty: 2751.622803
	Iteration 32Q: 3 clusters Score -519274.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -519281.062500 Penalty: 2751.622803
	Iteration 33Q: 3 clusters Score -519281.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -519289.625000 Penalty: 2751.622803
	Iteration 34Q: 3 clusters Score -519289.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -519297.125000 Penalty: 2751.622803
	Iteration 35Q: 3 clusters Score -519297.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -519303.468750 Penalty: 2751.622803
	Iteration 36Q: 3 clusters Score -519303.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -519311.031250 Penalty: 2751.622803
	Iteration 37Q: 3 clusters Score -519311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -519315.187500 Penalty: 2751.622803
	Iteration 38Q: 3 clusters Score -519315.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -519322.031250 Penalty: 2751.622803
	Iteration 39Q: 3 clusters Score -519322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -519326.031250 Penalty: 2751.622803
	Iteration 40F: 3 clusters Score -519326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -519331.218750 Penalty: 2751.622803
	Iteration 41Q: 3 clusters Score -519331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -519341.625000 Penalty: 2751.622803
	Iteration 42Q: 3 clusters Score -519341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -519345.562500 Penalty: 2751.622803
	Iteration 43Q: 3 clusters Score -519345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -519350.750000 Penalty: 2751.622803
	Iteration 44Q: 3 clusters Score -519350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -519351.562500 Penalty: 2751.622803
	Iteration 45Q: 3 clusters Score -519351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -519352.281250 Penalty: 2751.622803
	Iteration 46Q: 3 clusters Score -519352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -519352.625000 Penalty: 2751.622803
	Iteration 47Q: 3 clusters Score -519352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -519352.500000 Penalty: 2751.622803
	Iteration 48Q: 3 clusters Score -519352.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -519352.500000 Penalty: 2751.622803
	Iteration 49F: 3 clusters Score -519352.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (68030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Entering Unmasked Estep 
Score: -7888848.500000 Penalty: 1808.251831
	Iteration 0F: 2 clusters Score -7888848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -7843534.500000 Penalty: 3616.503662
	Iteration 0F: 3 clusters Score -7843534 nChanged 32238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -7862010.000000 Penalty: 3616.503662
	Iteration 1F: 3 clusters Score -7862010 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -7862652.500000 Penalty: 3616.503662
	Iteration 2Q: 3 clusters Score -7862652 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -7863403.500000 Penalty: 3616.503662
	Iteration 3Q: 3 clusters Score -7863404 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7864315.500000 Penalty: 3616.503662
	Iteration 4Q: 3 clusters Score -7864316 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -7865529.000000 Penalty: 3616.503662
	Iteration 5Q: 3 clusters Score -7865529 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -7867288.000000 Penalty: 3616.503662
	Iteration 6F: 3 clusters Score -7867288 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -7869989.000000 Penalty: 3616.503662
	Iteration 7F: 3 clusters Score -7869989 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -7873337.500000 Penalty: 3616.503662
	Iteration 8F: 3 clusters Score -7873338 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -7876949.000000 Penalty: 3616.503662
	Iteration 9F: 3 clusters Score -7876949 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -7879935.500000 Penalty: 3616.503662
	Iteration 10F: 3 clusters Score -7879936 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -7882102.500000 Penalty: 3616.503662
	Iteration 11Q: 3 clusters Score -7882102 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -7883558.000000 Penalty: 3616.503662
	Iteration 12Q: 3 clusters Score -7883558 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -7884606.500000 Penalty: 3616.503662
	Iteration 13Q: 3 clusters Score -7884606 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -7885312.000000 Penalty: 3616.503662
	Iteration 14Q: 3 clusters Score -7885312 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -7885887.000000 Penalty: 3616.503662
	Iteration 15Q: 3 clusters Score -7885887 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -7886297.000000 Penalty: 3616.503662
	Iteration 16Q: 3 clusters Score -7886297 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -7886605.000000 Penalty: 3616.503662
	Iteration 17Q: 3 clusters Score -7886605 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -7886825.000000 Penalty: 3616.503662
	Iteration 18Q: 3 clusters Score -7886825 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -7886911.000000 Penalty: 3616.503662
	Iteration 19Q: 3 clusters Score -7886911 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -7887034.000000 Penalty: 3616.503662
	Iteration 20F: 3 clusters Score -7887034 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 67208 members 
Entering Unmasked Estep 
Score: -7887124.000000 Penalty: 3616.503662
	Iteration 21Q: 3 clusters Score -7887124 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -7887172.500000 Penalty: 3616.503662
	Iteration 22Q: 3 clusters Score -7887172 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 67366 members 
Entering Unmasked Estep 
Score: -7887245.500000 Penalty: 3616.503662
	Iteration 23Q: 3 clusters Score -7887246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -7887261.000000 Penalty: 3616.503662
	Iteration 24Q: 3 clusters Score -7887261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -7887300.000000 Penalty: 3616.503662
	Iteration 25Q: 3 clusters Score -7887300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -7887326.500000 Penalty: 3616.503662
	Iteration 26Q: 3 clusters Score -7887326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 67530 members 
Entering Unmasked Estep 
Score: -7887336.000000 Penalty: 3616.503662
	Iteration 27Q: 3 clusters Score -7887336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -7887344.500000 Penalty: 3616.503662
	Iteration 28Q: 3 clusters Score -7887344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -7887353.000000 Penalty: 3616.503662
	Iteration 29Q: 3 clusters Score -7887353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
Score: -7887357.000000 Penalty: 3616.503662
	Iteration 30Q: 3 clusters Score -7887357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -7887358.500000 Penalty: 3616.503662
	Iteration 31Q: 3 clusters Score -7887358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -7887354.500000 Penalty: 3616.503662
	Iteration 32Q: 3 clusters Score -7887354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -7887360.000000 Penalty: 3616.503662
	Iteration 33Q: 3 clusters Score -7887360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -7887367.000000 Penalty: 3616.503662
	Iteration 34Q: 3 clusters Score -7887367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -7887364.000000 Penalty: 3616.503662
	Iteration 35Q: 3 clusters Score -7887364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -7887364.500000 Penalty: 3616.503662
	Iteration 36Q: 3 clusters Score -7887364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -7887364.500000 Penalty: 3616.503662
	Iteration 37F: 3 clusters Score -7887364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Entering Unmasked Estep 
Score: -481292.750000 Penalty: 1355.052490
	Iteration 0F: 2 clusters Score -481292.8 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 2077 members 
Entering Unmasked Estep 
Score: -477790.562500 Penalty: 2710.104980
	Iteration 0F: 3 clusters Score -477790.6 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -478724.812500 Penalty: 2710.104980
	Iteration 1F: 3 clusters Score -478724.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -478898.187500 Penalty: 2710.104980
	Iteration 2F: 3 clusters Score -478898.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -478994.156250 Penalty: 2710.104980
	Iteration 3F: 3 clusters Score -478994.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -479067.125000 Penalty: 2710.104980
	Iteration 4Q: 3 clusters Score -479067.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -479135.218750 Penalty: 2710.104980
	Iteration 5Q: 3 clusters Score -479135.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -479185.656250 Penalty: 2710.104980
	Iteration 6Q: 3 clusters Score -479185.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -479231.687500 Penalty: 2710.104980
	Iteration 7Q: 3 clusters Score -479231.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -479278.156250 Penalty: 2710.104980
	Iteration 8Q: 3 clusters Score -479278.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -479326.437500 Penalty: 2710.104980
	Iteration 9Q: 3 clusters Score -479326.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -479357.250000 Penalty: 2710.104980
	Iteration 10Q: 3 clusters Score -479357.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -479386.781250 Penalty: 2710.104980
	Iteration 11Q: 3 clusters Score -479386.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -479418.968750 Penalty: 2710.104980
	Iteration 12Q: 3 clusters Score -479419 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -479451.906250 Penalty: 2710.104980
	Iteration 13Q: 3 clusters Score -479451.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -479477.093750 Penalty: 2710.104980
	Iteration 14Q: 3 clusters Score -479477.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -479495.406250 Penalty: 2710.104980
	Iteration 15Q: 3 clusters Score -479495.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -479512.500000 Penalty: 2710.104980
	Iteration 16Q: 3 clusters Score -479512.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -479529.812500 Penalty: 2710.104980
	Iteration 17Q: 3 clusters Score -479529.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -479544.000000 Penalty: 2710.104980
	Iteration 18Q: 3 clusters Score -479544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -479558.343750 Penalty: 2710.104980
	Iteration 19Q: 3 clusters Score -479558.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -479569.843750 Penalty: 2710.104980
	Iteration 20F: 3 clusters Score -479569.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -479579.218750 Penalty: 2710.104980
	Iteration 21Q: 3 clusters Score -479579.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -479587.125000 Penalty: 2710.104980
	Iteration 22Q: 3 clusters Score -479587.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -479596.562500 Penalty: 2710.104980
	Iteration 23Q: 3 clusters Score -479596.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -479607.593750 Penalty: 2710.104980
	Iteration 24Q: 3 clusters Score -479607.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -479615.687500 Penalty: 2710.104980
	Iteration 25Q: 3 clusters Score -479615.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -479627.906250 Penalty: 2710.104980
	Iteration 26Q: 3 clusters Score -479627.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -479638.531250 Penalty: 2710.104980
	Iteration 27Q: 3 clusters Score -479638.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -479648.468750 Penalty: 2710.104980
	Iteration 28Q: 3 clusters Score -479648.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -479659.718750 Penalty: 2710.104980
	Iteration 29Q: 3 clusters Score -479659.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -479673.343750 Penalty: 2710.104980
	Iteration 30Q: 3 clusters Score -479673.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -479689.500000 Penalty: 2710.104980
	Iteration 31Q: 3 clusters Score -479689.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -479703.968750 Penalty: 2710.104980
	Iteration 32Q: 3 clusters Score -479704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -479719.000000 Penalty: 2710.104980
	Iteration 33Q: 3 clusters Score -479719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -479733.125000 Penalty: 2710.104980
	Iteration 34Q: 3 clusters Score -479733.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -479749.187500 Penalty: 2710.104980
	Iteration 35Q: 3 clusters Score -479749.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -479764.406250 Penalty: 2710.104980
	Iteration 36Q: 3 clusters Score -479764.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -479773.156250 Penalty: 2710.104980
	Iteration 37Q: 3 clusters Score -479773.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -479781.062500 Penalty: 2710.104980
	Iteration 38Q: 3 clusters Score -479781.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -479789.812500 Penalty: 2710.104980
	Iteration 39Q: 3 clusters Score -479789.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -479796.125000 Penalty: 2710.104980
	Iteration 40F: 3 clusters Score -479796.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -479801.468750 Penalty: 2710.104980
	Iteration 41Q: 3 clusters Score -479801.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -479805.937500 Penalty: 2710.104980
	Iteration 42Q: 3 clusters Score -479805.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -479814.281250 Penalty: 2710.104980
	Iteration 43Q: 3 clusters Score -479814.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -479823.937500 Penalty: 2710.104980
	Iteration 44Q: 3 clusters Score -479823.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -479831.687500 Penalty: 2710.104980
	Iteration 45Q: 3 clusters Score -479831.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -479841.187500 Penalty: 2710.104980
	Iteration 46Q: 3 clusters Score -479841.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -479850.218750 Penalty: 2710.104980
	Iteration 47Q: 3 clusters Score -479850.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -479862.468750 Penalty: 2710.104980
	Iteration 48Q: 3 clusters Score -479862.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -479879.437500 Penalty: 2710.104980
	Iteration 49Q: 3 clusters Score -479879.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -479893.437500 Penalty: 2710.104980
	Iteration 50Q: 3 clusters Score -479893.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -479903.343750 Penalty: 2710.104980
	Iteration 51Q: 3 clusters Score -479903.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -479907.218750 Penalty: 2710.104980
	Iteration 52Q: 3 clusters Score -479907.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -479913.375000 Penalty: 2710.104980
	Iteration 53Q: 3 clusters Score -479913.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -479917.531250 Penalty: 2710.104980
	Iteration 54Q: 3 clusters Score -479917.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -479922.468750 Penalty: 2710.104980
	Iteration 55Q: 3 clusters Score -479922.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -479926.031250 Penalty: 2710.104980
	Iteration 56Q: 3 clusters Score -479926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -479930.562500 Penalty: 2710.104980
	Iteration 57Q: 3 clusters Score -479930.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -479934.468750 Penalty: 2710.104980
	Iteration 58Q: 3 clusters Score -479934.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -479939.843750 Penalty: 2710.104980
	Iteration 59Q: 3 clusters Score -479939.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -479943.750000 Penalty: 2710.104980
	Iteration 60F: 3 clusters Score -479943.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -479947.187500 Penalty: 2710.104980
	Iteration 61Q: 3 clusters Score -479947.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -479951.718750 Penalty: 2710.104980
	Iteration 62Q: 3 clusters Score -479951.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -479955.875000 Penalty: 2710.104980
	Iteration 63Q: 3 clusters Score -479955.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -479959.812500 Penalty: 2710.104980
	Iteration 64Q: 3 clusters Score -479959.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -479966.531250 Penalty: 2710.104980
	Iteration 65Q: 3 clusters Score -479966.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -479974.437500 Penalty: 2710.104980
	Iteration 66Q: 3 clusters Score -479974.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -479981.218750 Penalty: 2710.104980
	Iteration 67Q: 3 clusters Score -479981.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -479990.000000 Penalty: 2710.104980
	Iteration 68Q: 3 clusters Score -479990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -479996.968750 Penalty: 2710.104980
	Iteration 69Q: 3 clusters Score -479997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -480005.843750 Penalty: 2710.104980
	Iteration 70Q: 3 clusters Score -480005.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -480017.562500 Penalty: 2710.104980
	Iteration 71Q: 3 clusters Score -480017.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -480029.718750 Penalty: 2710.104980
	Iteration 72Q: 3 clusters Score -480029.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -480044.375000 Penalty: 2710.104980
	Iteration 73Q: 3 clusters Score -480044.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -480058.843750 Penalty: 2710.104980
	Iteration 74Q: 3 clusters Score -480058.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -480080.718750 Penalty: 2710.104980
	Iteration 75Q: 3 clusters Score -480080.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -480094.593750 Penalty: 2710.104980
	Iteration 76Q: 3 clusters Score -480094.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -480112.562500 Penalty: 2710.104980
	Iteration 77Q: 3 clusters Score -480112.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -480130.687500 Penalty: 2710.104980
	Iteration 78Q: 3 clusters Score -480130.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -480141.937500 Penalty: 2710.104980
	Iteration 79Q: 3 clusters Score -480141.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -480153.656250 Penalty: 2710.104980
	Iteration 80F: 3 clusters Score -480153.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -480159.937500 Penalty: 2710.104980
	Iteration 81Q: 3 clusters Score -480159.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -480165.000000 Penalty: 2710.104980
	Iteration 82Q: 3 clusters Score -480165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -480170.343750 Penalty: 2710.104980
	Iteration 83Q: 3 clusters Score -480170.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -480174.218750 Penalty: 2710.104980
	Iteration 84Q: 3 clusters Score -480174.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -480179.781250 Penalty: 2710.104980
	Iteration 85Q: 3 clusters Score -480179.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -480182.906250 Penalty: 2710.104980
	Iteration 86Q: 3 clusters Score -480182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -480184.531250 Penalty: 2710.104980
	Iteration 87Q: 3 clusters Score -480184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -480186.031250 Penalty: 2710.104980
	Iteration 88Q: 3 clusters Score -480186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -480186.781250 Penalty: 2710.104980
	Iteration 89Q: 3 clusters Score -480186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -480186.937500 Penalty: 2710.104980
	Iteration 90Q: 3 clusters Score -480186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -480187.218750 Penalty: 2710.104980
	Iteration 91Q: 3 clusters Score -480187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -480189.343750 Penalty: 2710.104980
	Iteration 92Q: 3 clusters Score -480189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -480189.718750 Penalty: 2710.104980
	Iteration 93Q: 3 clusters Score -480189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -480189.718750 Penalty: 2710.104980
	Iteration 94F: 3 clusters Score -480189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 13631 members 
Mstep: Class 3 contains 15367 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 99552 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 1672 members 
Mstep: Class 9 contains 59105 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88325 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26770 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 16 contains 13716 members 
Mstep: Class 17 contains 133161 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3315 members 
Mstep: Class 21 contains 109470 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2938 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 68030 members 
Mstep: Class 28 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215080.000000 Penalty: 61608.199219
Iteration 319Q: 29 clusters Score -8.621508e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 13638 members 
Mstep: Class 3 contains 15368 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 99710 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 9 contains 58777 members 
Mstep: Class 10 contains 12915 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88351 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26771 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 13702 members 
Mstep: Class 17 contains 133157 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 109594 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 68019 members 
Mstep: Class 28 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215064.000000 Penalty: 61608.199219
Iteration 320F: 29 clusters Score -8.621506e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 13641 members 
Mstep: Class 3 contains 15369 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 99883 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 58437 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88358 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26769 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 13690 members 
Mstep: Class 17 contains 133165 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 109737 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2937 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 4755 members 
Mstep: Class 27 contains 68012 members 
Mstep: Class 28 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214816.000000 Penalty: 61608.199219
Iteration 321Q: 29 clusters Score -8.621482e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 13645 members 
Mstep: Class 3 contains 15376 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 100060 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 58092 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88374 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 12831 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 133166 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3303 members 
Mstep: Class 21 contains 109873 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2938 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 68003 members 
Mstep: Class 28 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214664.000000 Penalty: 61608.199219
Iteration 322Q: 29 clusters Score -8.621466e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 13649 members 
Mstep: Class 3 contains 15377 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 100252 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 57781 members 
Mstep: Class 10 contains 12905 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88380 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 12831 members 
Mstep: Class 16 contains 13673 members 
Mstep: Class 17 contains 133168 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3305 members 
Mstep: Class 21 contains 109979 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2937 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 67996 members 
Mstep: Class 28 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214464.000000 Penalty: 61608.199219
Iteration 323Q: 29 clusters Score -8.621446e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 13657 members 
Mstep: Class 3 contains 15382 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 100477 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 57476 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88350 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 13666 members 
Mstep: Class 17 contains 133180 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3301 members 
Mstep: Class 21 contains 110073 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2937 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2600 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 67977 members 
Mstep: Class 28 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214560.000000 Penalty: 61608.199219
Iteration 324Q: 29 clusters Score -8.621456e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 15382 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 100703 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 57153 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88339 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 12834 members 
Mstep: Class 16 contains 13658 members 
Mstep: Class 17 contains 133175 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3299 members 
Mstep: Class 21 contains 110156 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2940 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2599 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 67972 members 
Mstep: Class 28 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214512.000000 Penalty: 61608.199219
Iteration 325Q: 29 clusters Score -8.621451e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 13670 members 
Mstep: Class 3 contains 15383 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 100938 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 56841 members 
Mstep: Class 10 contains 12914 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88358 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 26769 members 
Mstep: Class 15 contains 12836 members 
Mstep: Class 16 contains 13656 members 
Mstep: Class 17 contains 133159 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3300 members 
Mstep: Class 21 contains 110200 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2599 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 67966 members 
Mstep: Class 28 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214448.000000 Penalty: 61608.199219
Iteration 326Q: 29 clusters Score -8.621445e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 13674 members 
Mstep: Class 3 contains 15388 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 101169 members 
Mstep: Class 7 contains 3993 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 56525 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88371 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 12838 members 
Mstep: Class 16 contains 13648 members 
Mstep: Class 17 contains 133147 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3301 members 
Mstep: Class 21 contains 110253 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2941 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2599 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 67963 members 
Mstep: Class 28 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214384.000000 Penalty: 61608.199219
Iteration 327Q: 29 clusters Score -8.621438e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 13679 members 
Mstep: Class 3 contains 15393 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 101402 members 
Mstep: Class 7 contains 3993 members 
Mstep: Class 8 contains 1677 members 
Mstep: Class 9 contains 56242 members 
Mstep: Class 10 contains 12924 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88381 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 12835 members 
Mstep: Class 16 contains 13644 members 
Mstep: Class 17 contains 133123 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3300 members 
Mstep: Class 21 contains 110302 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2597 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 67966 members 
Mstep: Class 28 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214440.000000 Penalty: 61608.199219
Iteration 328Q: 29 clusters Score -8.621444e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 13678 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 101630 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 1677 members 
Mstep: Class 9 contains 55976 members 
Mstep: Class 10 contains 12926 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88398 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 12831 members 
Mstep: Class 16 contains 13637 members 
Mstep: Class 17 contains 133116 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3298 members 
Mstep: Class 21 contains 110328 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2941 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2598 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 67960 members 
Mstep: Class 28 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214760.000000 Penalty: 61608.199219
Iteration 329Q: 29 clusters Score -8.621476e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 13685 members 
Mstep: Class 3 contains 15404 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 101867 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 1677 members 
Mstep: Class 9 contains 55712 members 
Mstep: Class 10 contains 12929 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88407 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 12826 members 
Mstep: Class 16 contains 13629 members 
Mstep: Class 17 contains 133088 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3296 members 
Mstep: Class 21 contains 110336 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2945 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2599 members 
Mstep: Class 26 contains 4765 members 
Mstep: Class 27 contains 67968 members 
Mstep: Class 28 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214664.000000 Penalty: 61608.199219
Iteration 330Q: 29 clusters Score -8.621466e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 15403 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 102118 members 
Mstep: Class 7 contains 4001 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 55427 members 
Mstep: Class 10 contains 12930 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88447 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 26769 members 
Mstep: Class 15 contains 12823 members 
Mstep: Class 16 contains 13624 members 
Mstep: Class 17 contains 133055 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3296 members 
Mstep: Class 21 contains 110351 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2944 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 67971 members 
Mstep: Class 28 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214536.000000 Penalty: 61608.199219
Iteration 331Q: 29 clusters Score -8.621454e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 13697 members 
Mstep: Class 3 contains 15409 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 102372 members 
Mstep: Class 7 contains 4004 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 55143 members 
Mstep: Class 10 contains 12933 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88503 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 12825 members 
Mstep: Class 16 contains 13615 members 
Mstep: Class 17 contains 133006 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 110375 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2944 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2600 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 67968 members 
Mstep: Class 28 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214536.000000 Penalty: 61608.199219
Iteration 332Q: 29 clusters Score -8.621454e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 13699 members 
Mstep: Class 3 contains 15416 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 102595 members 
Mstep: Class 7 contains 4005 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 54860 members 
Mstep: Class 10 contains 12933 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88566 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 12822 members 
Mstep: Class 16 contains 13614 members 
Mstep: Class 17 contains 132979 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 110400 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2944 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2600 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 67961 members 
Mstep: Class 28 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214544.000000 Penalty: 61608.199219
Iteration 333Q: 29 clusters Score -8.621454e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 15417 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 102848 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 54594 members 
Mstep: Class 10 contains 12933 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88611 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12822 members 
Mstep: Class 16 contains 13612 members 
Mstep: Class 17 contains 132950 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 110412 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2943 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2600 members 
Mstep: Class 26 contains 4770 members 
Mstep: Class 27 contains 67954 members 
Mstep: Class 28 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214544.000000 Penalty: 61608.199219
Iteration 334Q: 29 clusters Score -8.621454e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 13712 members 
Mstep: Class 3 contains 15423 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 103102 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 54305 members 
Mstep: Class 10 contains 12932 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88656 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 132918 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 110439 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2946 members 
Mstep: Class 24 contains 7654 members 
Mstep: Class 25 contains 2603 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 67938 members 
Mstep: Class 28 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214376.000000 Penalty: 61608.199219
Iteration 335Q: 29 clusters Score -8.621438e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 13718 members 
Mstep: Class 3 contains 15424 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 103367 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 54029 members 
Mstep: Class 10 contains 12934 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88718 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12826 members 
Mstep: Class 16 contains 13594 members 
Mstep: Class 17 contains 132885 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 110423 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 7653 members 
Mstep: Class 25 contains 2603 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 67922 members 
Mstep: Class 28 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214600.000000 Penalty: 61608.199219
Iteration 336Q: 29 clusters Score -8.62146e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 13719 members 
Mstep: Class 3 contains 15428 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 103628 members 
Mstep: Class 7 contains 4005 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 53735 members 
Mstep: Class 10 contains 12931 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88788 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 12827 members 
Mstep: Class 16 contains 13582 members 
Mstep: Class 17 contains 132850 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 110432 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 67916 members 
Mstep: Class 28 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214656.000000 Penalty: 61608.199219
Iteration 337Q: 29 clusters Score -8.621466e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 13717 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 103865 members 
Mstep: Class 7 contains 4005 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 53426 members 
Mstep: Class 10 contains 12933 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88842 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 12833 members 
Mstep: Class 16 contains 13573 members 
Mstep: Class 17 contains 132832 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 110478 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2964 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 67913 members 
Mstep: Class 28 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214376.000000 Penalty: 61608.199219
Iteration 338Q: 29 clusters Score -8.621438e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 13718 members 
Mstep: Class 3 contains 15430 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 104111 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 53095 members 
Mstep: Class 10 contains 12935 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88892 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 12838 members 
Mstep: Class 16 contains 13565 members 
Mstep: Class 17 contains 132814 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 110534 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2600 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 67913 members 
Mstep: Class 28 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214192.000000 Penalty: 61608.199219
Iteration 339Q: 29 clusters Score -8.621419e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 104363 members 
Mstep: Class 7 contains 4009 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 52745 members 
Mstep: Class 10 contains 12938 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 88981 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 12839 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 132802 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 110543 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2979 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2599 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 67913 members 
Mstep: Class 28 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214344.000000 Penalty: 61608.199219
Iteration 340F: 29 clusters Score -8.621434e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 13730 members 
Mstep: Class 3 contains 15437 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 104535 members 
Mstep: Class 7 contains 4010 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 52410 members 
Mstep: Class 10 contains 12937 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 89097 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 12841 members 
Mstep: Class 16 contains 13559 members 
Mstep: Class 17 contains 132803 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 110560 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2990 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2598 members 
Mstep: Class 26 contains 4782 members 
Mstep: Class 27 contains 67924 members 
Mstep: Class 28 contains 4165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214320.000000 Penalty: 61608.199219
Iteration 341Q: 29 clusters Score -8.621432e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 13734 members 
Mstep: Class 3 contains 15438 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3688 members 
Mstep: Class 6 contains 104709 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 52077 members 
Mstep: Class 10 contains 12937 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 89238 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26763 members 
Mstep: Class 15 contains 12840 members 
Mstep: Class 16 contains 13558 members 
Mstep: Class 17 contains 132798 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 110568 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 2996 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2598 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 67934 members 
Mstep: Class 28 contains 4163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214264.000000 Penalty: 61608.199219
Iteration 342Q: 29 clusters Score -8.621426e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 13741 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 104859 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 51738 members 
Mstep: Class 10 contains 12933 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 89400 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 13559 members 
Mstep: Class 17 contains 132772 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 110613 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3000 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 4789 members 
Mstep: Class 27 contains 67929 members 
Mstep: Class 28 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214288.000000 Penalty: 61608.199219
Iteration 343Q: 29 clusters Score -8.621429e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65875 members 
Mstep: Class 2 contains 13745 members 
Mstep: Class 3 contains 15433 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 104999 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 51419 members 
Mstep: Class 10 contains 12928 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 89523 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 132761 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 110669 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2594 members 
Mstep: Class 26 contains 4792 members 
Mstep: Class 27 contains 67919 members 
Mstep: Class 28 contains 4160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214224.000000 Penalty: 61608.199219
Iteration 344Q: 29 clusters Score -8.621422e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 15437 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 5 contains 3685 members 
Mstep: Class 6 contains 105233 members 
Mstep: Class 7 contains 4011 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 51112 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 89623 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 12843 members 
Mstep: Class 16 contains 13566 members 
Mstep: Class 17 contains 132758 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 110659 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 4793 members 
Mstep: Class 27 contains 67893 members 
Mstep: Class 28 contains 4160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214088.000000 Penalty: 61608.199219
Iteration 345Q: 29 clusters Score -8.621409e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 13745 members 
Mstep: Class 3 contains 15437 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3685 members 
Mstep: Class 6 contains 105475 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 1678 members 
Mstep: Class 9 contains 50821 members 
Mstep: Class 10 contains 12921 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 89739 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 26767 members 
Mstep: Class 15 contains 12839 members 
Mstep: Class 16 contains 13572 members 
Mstep: Class 17 contains 132707 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 110619 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2594 members 
Mstep: Class 26 contains 4793 members 
Mstep: Class 27 contains 67895 members 
Mstep: Class 28 contains 4160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213856.000000 Penalty: 61608.199219
Iteration 346Q: 29 clusters Score -8.621386e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 13742 members 
Mstep: Class 3 contains 15432 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 105728 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 1680 members 
Mstep: Class 9 contains 50510 members 
Mstep: Class 10 contains 12919 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 89862 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 12845 members 
Mstep: Class 16 contains 13573 members 
Mstep: Class 17 contains 132678 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3285 members 
Mstep: Class 21 contains 110583 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3011 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2593 members 
Mstep: Class 26 contains 4797 members 
Mstep: Class 27 contains 67893 members 
Mstep: Class 28 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213872.000000 Penalty: 61608.199219
Iteration 347Q: 29 clusters Score -8.621387e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 13744 members 
Mstep: Class 3 contains 15438 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 105918 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 1682 members 
Mstep: Class 9 contains 50199 members 
Mstep: Class 10 contains 12919 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90011 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 26768 members 
Mstep: Class 15 contains 12845 members 
Mstep: Class 16 contains 13575 members 
Mstep: Class 17 contains 132639 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3285 members 
Mstep: Class 21 contains 110565 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3016 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 4805 members 
Mstep: Class 27 contains 67884 members 
Mstep: Class 28 contains 4154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213632.000000 Penalty: 61608.199219
Iteration 348Q: 29 clusters Score -8.621363e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 13744 members 
Mstep: Class 3 contains 15441 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 106094 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 49885 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90167 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 26772 members 
Mstep: Class 15 contains 12847 members 
Mstep: Class 16 contains 13579 members 
Mstep: Class 17 contains 132587 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 110585 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2594 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 67878 members 
Mstep: Class 28 contains 4151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213536.000000 Penalty: 61608.199219
Iteration 349Q: 29 clusters Score -8.621354e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 13744 members 
Mstep: Class 3 contains 15449 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 106269 members 
Mstep: Class 7 contains 3997 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 49569 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90279 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 26776 members 
Mstep: Class 15 contains 12845 members 
Mstep: Class 16 contains 13579 members 
Mstep: Class 17 contains 132555 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 110630 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4817 members 
Mstep: Class 27 contains 67866 members 
Mstep: Class 28 contains 4150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213560.000000 Penalty: 61608.199219
Iteration 350Q: 29 clusters Score -8.621356e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 15456 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 106473 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 49248 members 
Mstep: Class 10 contains 12898 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90346 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26777 members 
Mstep: Class 15 contains 12843 members 
Mstep: Class 16 contains 13580 members 
Mstep: Class 17 contains 132544 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3289 members 
Mstep: Class 21 contains 110703 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 67848 members 
Mstep: Class 28 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213248.000000 Penalty: 61608.199219
Iteration 351Q: 29 clusters Score -8.621325e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 15460 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 106652 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 1684 members 
Mstep: Class 9 contains 48947 members 
Mstep: Class 10 contains 12892 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90388 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26777 members 
Mstep: Class 15 contains 12847 members 
Mstep: Class 16 contains 13579 members 
Mstep: Class 17 contains 132545 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 110790 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3039 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 67828 members 
Mstep: Class 28 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213072.000000 Penalty: 61608.199219
Iteration 352Q: 29 clusters Score -8.621307e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 15463 members 
Mstep: Class 4 contains 2017 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 106845 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 48637 members 
Mstep: Class 10 contains 12888 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90392 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26781 members 
Mstep: Class 15 contains 12848 members 
Mstep: Class 16 contains 13578 members 
Mstep: Class 17 contains 132535 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 110894 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3048 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2593 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 67820 members 
Mstep: Class 28 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212992.000000 Penalty: 61608.199219
Iteration 353Q: 29 clusters Score -8.621299e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 13753 members 
Mstep: Class 3 contains 15468 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 107066 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 48326 members 
Mstep: Class 10 contains 12886 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90372 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26785 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 13579 members 
Mstep: Class 17 contains 132509 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 110998 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2594 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 67814 members 
Mstep: Class 28 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212888.000000 Penalty: 61608.199219
Iteration 354Q: 29 clusters Score -8.621289e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 13758 members 
Mstep: Class 3 contains 15470 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 107278 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 48004 members 
Mstep: Class 10 contains 12887 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90330 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26788 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 13581 members 
Mstep: Class 17 contains 132493 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 111127 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3063 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 67819 members 
Mstep: Class 28 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212656.000000 Penalty: 61608.199219
Iteration 355Q: 29 clusters Score -8.621266e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 13763 members 
Mstep: Class 3 contains 15467 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 107465 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 47705 members 
Mstep: Class 10 contains 12892 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90278 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26789 members 
Mstep: Class 15 contains 12849 members 
Mstep: Class 16 contains 13585 members 
Mstep: Class 17 contains 132491 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 111254 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3065 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 67822 members 
Mstep: Class 28 contains 4143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212536.000000 Penalty: 61608.199219
Iteration 356Q: 29 clusters Score -8.621254e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 13769 members 
Mstep: Class 3 contains 15467 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 107621 members 
Mstep: Class 7 contains 3993 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 47433 members 
Mstep: Class 10 contains 12894 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90232 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26791 members 
Mstep: Class 15 contains 12850 members 
Mstep: Class 16 contains 13594 members 
Mstep: Class 17 contains 132494 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 111384 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3069 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 67824 members 
Mstep: Class 28 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212520.000000 Penalty: 61608.199219
Iteration 357Q: 29 clusters Score -8.621252e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 13770 members 
Mstep: Class 3 contains 15467 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 107771 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 47170 members 
Mstep: Class 10 contains 12891 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90197 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26790 members 
Mstep: Class 15 contains 12853 members 
Mstep: Class 16 contains 13597 members 
Mstep: Class 17 contains 132497 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 111517 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 67823 members 
Mstep: Class 28 contains 4138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212400.000000 Penalty: 61608.199219
Iteration 358Q: 29 clusters Score -8.62124e+07 nChanged 792
Entering ConstructFrom: 
Score: -86212400.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (66054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Entering Unmasked Estep 
Score: -7688945.000000 Penalty: 1803.461914
	Iteration 0F: 2 clusters Score -7688945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -7644991.000000 Penalty: 3606.923828
	Iteration 0F: 3 clusters Score -7644991 nChanged 31161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -7662928.500000 Penalty: 3606.923828
	Iteration 1F: 3 clusters Score -7662928 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -7663674.000000 Penalty: 3606.923828
	Iteration 2Q: 3 clusters Score -7663674 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -7664683.000000 Penalty: 3606.923828
	Iteration 3Q: 3 clusters Score -7664683 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -7665962.500000 Penalty: 3606.923828
	Iteration 4Q: 3 clusters Score -7665962 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -7667792.500000 Penalty: 3606.923828
	Iteration 5F: 3 clusters Score -7667792 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -7670219.000000 Penalty: 3606.923828
	Iteration 6F: 3 clusters Score -7670219 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -7673136.000000 Penalty: 3606.923828
	Iteration 7F: 3 clusters Score -7673136 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -7676073.500000 Penalty: 3606.923828
	Iteration 8F: 3 clusters Score -7676074 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -7678036.500000 Penalty: 3606.923828
	Iteration 9F: 3 clusters Score -7678036 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -7678934.000000 Penalty: 3606.923828
	Iteration 10Q: 3 clusters Score -7678934 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -7679317.000000 Penalty: 3606.923828
	Iteration 11Q: 3 clusters Score -7679317 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -7679533.000000 Penalty: 3606.923828
	Iteration 12Q: 3 clusters Score -7679533 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -7679624.500000 Penalty: 3606.923828
	Iteration 13Q: 3 clusters Score -7679624 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -7679731.500000 Penalty: 3606.923828
	Iteration 14Q: 3 clusters Score -7679732 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -7679877.500000 Penalty: 3606.923828
	Iteration 15Q: 3 clusters Score -7679878 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -7679973.500000 Penalty: 3606.923828
	Iteration 16Q: 3 clusters Score -7679974 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -7680055.000000 Penalty: 3606.923828
	Iteration 17Q: 3 clusters Score -7680055 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -7680164.000000 Penalty: 3606.923828
	Iteration 18Q: 3 clusters Score -7680164 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -7680286.000000 Penalty: 3606.923828
	Iteration 19Q: 3 clusters Score -7680286 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -7680428.000000 Penalty: 3606.923828
	Iteration 20F: 3 clusters Score -7680428 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -7680569.000000 Penalty: 3606.923828
	Iteration 21Q: 3 clusters Score -7680569 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -7680701.500000 Penalty: 3606.923828
	Iteration 22Q: 3 clusters Score -7680702 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -7680835.500000 Penalty: 3606.923828
	Iteration 23Q: 3 clusters Score -7680836 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -7680982.000000 Penalty: 3606.923828
	Iteration 24Q: 3 clusters Score -7680982 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -7681126.000000 Penalty: 3606.923828
	Iteration 25Q: 3 clusters Score -7681126 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -7681309.000000 Penalty: 3606.923828
	Iteration 26Q: 3 clusters Score -7681309 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -7681526.500000 Penalty: 3606.923828
	Iteration 27Q: 3 clusters Score -7681526 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -7681708.000000 Penalty: 3606.923828
	Iteration 28Q: 3 clusters Score -7681708 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -7681971.000000 Penalty: 3606.923828
	Iteration 29Q: 3 clusters Score -7681971 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -7682235.500000 Penalty: 3606.923828
	Iteration 30Q: 3 clusters Score -7682236 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -7682465.500000 Penalty: 3606.923828
	Iteration 31Q: 3 clusters Score -7682466 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -7682744.000000 Penalty: 3606.923828
	Iteration 32Q: 3 clusters Score -7682744 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -7682979.500000 Penalty: 3606.923828
	Iteration 33Q: 3 clusters Score -7682980 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -7683196.500000 Penalty: 3606.923828
	Iteration 34Q: 3 clusters Score -7683196 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -7683483.500000 Penalty: 3606.923828
	Iteration 35Q: 3 clusters Score -7683484 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -7683733.500000 Penalty: 3606.923828
	Iteration 36Q: 3 clusters Score -7683734 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -7684016.000000 Penalty: 3606.923828
	Iteration 37Q: 3 clusters Score -7684016 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -7684344.000000 Penalty: 3606.923828
	Iteration 38Q: 3 clusters Score -7684344 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -7684599.500000 Penalty: 3606.923828
	Iteration 39Q: 3 clusters Score -7684600 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -7684869.000000 Penalty: 3606.923828
	Iteration 40F: 3 clusters Score -7684869 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 59600 members 
Entering Unmasked Estep 
Score: -7685156.500000 Penalty: 3606.923828
	Iteration 41Q: 3 clusters Score -7685156 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -7685411.500000 Penalty: 3606.923828
	Iteration 42Q: 3 clusters Score -7685412 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -7685711.500000 Penalty: 3606.923828
	Iteration 43Q: 3 clusters Score -7685712 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -7685997.500000 Penalty: 3606.923828
	Iteration 44Q: 3 clusters Score -7685998 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -7686267.000000 Penalty: 3606.923828
	Iteration 45Q: 3 clusters Score -7686267 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 62744 members 
Entering Unmasked Estep 
Score: -7686452.000000 Penalty: 3606.923828
	Iteration 46Q: 3 clusters Score -7686452 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -7686652.000000 Penalty: 3606.923828
	Iteration 47Q: 3 clusters Score -7686652 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -7686781.000000 Penalty: 3606.923828
	Iteration 48Q: 3 clusters Score -7686781 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -7686906.500000 Penalty: 3606.923828
	Iteration 49Q: 3 clusters Score -7686906 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -7687000.500000 Penalty: 3606.923828
	Iteration 50Q: 3 clusters Score -7687000 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -7687084.500000 Penalty: 3606.923828
	Iteration 51Q: 3 clusters Score -7687084 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 64427 members 
Entering Unmasked Estep 
Score: -7687151.000000 Penalty: 3606.923828
	Iteration 52Q: 3 clusters Score -7687151 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -7687199.000000 Penalty: 3606.923828
	Iteration 53Q: 3 clusters Score -7687199 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -7687247.500000 Penalty: 3606.923828
	Iteration 54Q: 3 clusters Score -7687248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -7687292.000000 Penalty: 3606.923828
	Iteration 55Q: 3 clusters Score -7687292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -7687313.500000 Penalty: 3606.923828
	Iteration 56Q: 3 clusters Score -7687314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -7687344.000000 Penalty: 3606.923828
	Iteration 57Q: 3 clusters Score -7687344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64956 members 
Entering Unmasked Estep 
Score: -7687359.500000 Penalty: 3606.923828
	Iteration 58Q: 3 clusters Score -7687360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -7687386.500000 Penalty: 3606.923828
	Iteration 59Q: 3 clusters Score -7687386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -7687400.500000 Penalty: 3606.923828
	Iteration 60F: 3 clusters Score -7687400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -7687421.500000 Penalty: 3606.923828
	Iteration 61Q: 3 clusters Score -7687422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -7687418.000000 Penalty: 3606.923828
	Iteration 62Q: 3 clusters Score -7687418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -7687430.000000 Penalty: 3606.923828
	Iteration 63Q: 3 clusters Score -7687430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -7687442.000000 Penalty: 3606.923828
	Iteration 64Q: 3 clusters Score -7687442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -7687461.500000 Penalty: 3606.923828
	Iteration 65Q: 3 clusters Score -7687462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -7687456.000000 Penalty: 3606.923828
	Iteration 66Q: 3 clusters Score -7687456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -7687463.500000 Penalty: 3606.923828
	Iteration 67Q: 3 clusters Score -7687464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -7687478.000000 Penalty: 3606.923828
	Iteration 68Q: 3 clusters Score -7687478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -7687482.000000 Penalty: 3606.923828
	Iteration 69Q: 3 clusters Score -7687482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -7687488.500000 Penalty: 3606.923828
	Iteration 70Q: 3 clusters Score -7687488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -7687493.000000 Penalty: 3606.923828
	Iteration 71Q: 3 clusters Score -7687493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -7687489.500000 Penalty: 3606.923828
	Iteration 72Q: 3 clusters Score -7687490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -7687499.000000 Penalty: 3606.923828
	Iteration 73Q: 3 clusters Score -7687499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -7687493.500000 Penalty: 3606.923828
	Iteration 74Q: 3 clusters Score -7687494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -7687500.000000 Penalty: 3606.923828
	Iteration 75Q: 3 clusters Score -7687500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -7687500.500000 Penalty: 3606.923828
	Iteration 76Q: 3 clusters Score -7687500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -7687504.500000 Penalty: 3606.923828
	Iteration 77Q: 3 clusters Score -7687504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -7687502.500000 Penalty: 3606.923828
	Iteration 78Q: 3 clusters Score -7687502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -7687501.000000 Penalty: 3606.923828
	Iteration 79Q: 3 clusters Score -7687501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -7687501.000000 Penalty: 3606.923828
	Iteration 80F: 3 clusters Score -7687501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Entering Unmasked Estep 
Score: -1607770.125000 Penalty: 1548.641724
	Iteration 0F: 2 clusters Score -1607770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1598185.750000 Penalty: 3097.283447
	Iteration 0F: 3 clusters Score -1598186 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1601400.375000 Penalty: 3097.283447
	Iteration 1F: 3 clusters Score -1601400 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1601627.250000 Penalty: 3097.283447
	Iteration 2F: 3 clusters Score -1601627 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1601793.500000 Penalty: 3097.283447
	Iteration 3Q: 3 clusters Score -1601794 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1601952.125000 Penalty: 3097.283447
	Iteration 4Q: 3 clusters Score -1601952 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1602129.625000 Penalty: 3097.283447
	Iteration 5Q: 3 clusters Score -1602130 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1602324.750000 Penalty: 3097.283447
	Iteration 6Q: 3 clusters Score -1602325 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1602583.875000 Penalty: 3097.283447
	Iteration 7Q: 3 clusters Score -1602584 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1602955.625000 Penalty: 3097.283447
	Iteration 8Q: 3 clusters Score -1602956 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1603488.250000 Penalty: 3097.283447
	Iteration 9F: 3 clusters Score -1603488 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1604176.250000 Penalty: 3097.283447
	Iteration 10F: 3 clusters Score -1604176 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1604901.375000 Penalty: 3097.283447
	Iteration 11F: 3 clusters Score -1604901 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1605543.875000 Penalty: 3097.283447
	Iteration 12Q: 3 clusters Score -1605544 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1605989.625000 Penalty: 3097.283447
	Iteration 13Q: 3 clusters Score -1605990 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1606211.875000 Penalty: 3097.283447
	Iteration 14Q: 3 clusters Score -1606212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1606297.250000 Penalty: 3097.283447
	Iteration 15Q: 3 clusters Score -1606297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1606341.875000 Penalty: 3097.283447
	Iteration 16Q: 3 clusters Score -1606342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1606355.875000 Penalty: 3097.283447
	Iteration 17Q: 3 clusters Score -1606356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1606368.625000 Penalty: 3097.283447
	Iteration 18Q: 3 clusters Score -1606369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1606386.500000 Penalty: 3097.283447
	Iteration 19Q: 3 clusters Score -1606386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1606390.875000 Penalty: 3097.283447
	Iteration 20F: 3 clusters Score -1606391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1606394.375000 Penalty: 3097.283447
	Iteration 21Q: 3 clusters Score -1606394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1606402.125000 Penalty: 3097.283447
	Iteration 22Q: 3 clusters Score -1606402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1606405.625000 Penalty: 3097.283447
	Iteration 23Q: 3 clusters Score -1606406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1606414.875000 Penalty: 3097.283447
	Iteration 24Q: 3 clusters Score -1606415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1606417.375000 Penalty: 3097.283447
	Iteration 25Q: 3 clusters Score -1606417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1606420.375000 Penalty: 3097.283447
	Iteration 26Q: 3 clusters Score -1606420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1606421.375000 Penalty: 3097.283447
	Iteration 27Q: 3 clusters Score -1606421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1606420.875000 Penalty: 3097.283447
	Iteration 28Q: 3 clusters Score -1606421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1606420.875000 Penalty: 3097.283447
	Iteration 29F: 3 clusters Score -1606421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Entering Unmasked Estep 
Score: -1805323.250000 Penalty: 1567.550415
	Iteration 0F: 2 clusters Score -1805323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1794601.625000 Penalty: 3135.100830
	Iteration 0F: 3 clusters Score -1794602 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1798363.625000 Penalty: 3135.100830
	Iteration 1F: 3 clusters Score -1798364 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1798722.500000 Penalty: 3135.100830
	Iteration 2F: 3 clusters Score -1798722 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1799108.750000 Penalty: 3135.100830
	Iteration 3F: 3 clusters Score -1799109 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1799619.625000 Penalty: 3135.100830
	Iteration 4F: 3 clusters Score -1799620 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1800306.500000 Penalty: 3135.100830
	Iteration 5F: 3 clusters Score -1800306 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1801216.625000 Penalty: 3135.100830
	Iteration 6F: 3 clusters Score -1801217 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1802270.375000 Penalty: 3135.100830
	Iteration 7F: 3 clusters Score -1802270 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1803102.000000 Penalty: 3135.100830
	Iteration 8F: 3 clusters Score -1803102 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1803572.500000 Penalty: 3135.100830
	Iteration 9Q: 3 clusters Score -1803572 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1803791.375000 Penalty: 3135.100830
	Iteration 10Q: 3 clusters Score -1803791 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1803878.500000 Penalty: 3135.100830
	Iteration 11Q: 3 clusters Score -1803878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1803929.625000 Penalty: 3135.100830
	Iteration 12Q: 3 clusters Score -1803930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1803955.500000 Penalty: 3135.100830
	Iteration 13Q: 3 clusters Score -1803956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1803968.625000 Penalty: 3135.100830
	Iteration 14Q: 3 clusters Score -1803969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1803973.375000 Penalty: 3135.100830
	Iteration 15Q: 3 clusters Score -1803973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1803973.375000 Penalty: 3135.100830
	Iteration 16F: 3 clusters Score -1803973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -222744.812500 Penalty: 1236.360840
	Iteration 0F: 2 clusters Score -222744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -220652.203125 Penalty: 2472.721680
	Iteration 0F: 3 clusters Score -220652.2 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -221087.296875 Penalty: 2472.721680
	Iteration 1F: 3 clusters Score -221087.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -221165.453125 Penalty: 2472.721680
	Iteration 2F: 3 clusters Score -221165.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -221222.078125 Penalty: 2472.721680
	Iteration 3Q: 3 clusters Score -221222.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -221248.531250 Penalty: 2472.721680
	Iteration 4Q: 3 clusters Score -221248.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -221269.468750 Penalty: 2472.721680
	Iteration 5Q: 3 clusters Score -221269.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -221284.171875 Penalty: 2472.721680
	Iteration 6Q: 3 clusters Score -221284.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -221291.437500 Penalty: 2472.721680
	Iteration 7Q: 3 clusters Score -221291.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -221296.062500 Penalty: 2472.721680
	Iteration 8Q: 3 clusters Score -221296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -221298.656250 Penalty: 2472.721680
	Iteration 9Q: 3 clusters Score -221298.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -221299.359375 Penalty: 2472.721680
	Iteration 10Q: 3 clusters Score -221299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -221300.906250 Penalty: 2472.721680
	Iteration 11Q: 3 clusters Score -221300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -221300.906250 Penalty: 2472.721680
	Iteration 12F: 3 clusters Score -221300.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -429348.156250 Penalty: 1334.100952
	Iteration 0F: 2 clusters Score -429348.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -426220.750000 Penalty: 2668.201904
	Iteration 0F: 3 clusters Score -426220.8 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -426991.906250 Penalty: 2668.201904
	Iteration 1F: 3 clusters Score -426991.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -427165.468750 Penalty: 2668.201904
	Iteration 2F: 3 clusters Score -427165.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -427269.218750 Penalty: 2668.201904
	Iteration 3F: 3 clusters Score -427269.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -427350.562500 Penalty: 2668.201904
	Iteration 4Q: 3 clusters Score -427350.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -427414.968750 Penalty: 2668.201904
	Iteration 5Q: 3 clusters Score -427415 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -427468.250000 Penalty: 2668.201904
	Iteration 6Q: 3 clusters Score -427468.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -427516.031250 Penalty: 2668.201904
	Iteration 7Q: 3 clusters Score -427516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -427564.468750 Penalty: 2668.201904
	Iteration 8Q: 3 clusters Score -427564.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -427594.937500 Penalty: 2668.201904
	Iteration 9Q: 3 clusters Score -427594.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -427632.625000 Penalty: 2668.201904
	Iteration 10Q: 3 clusters Score -427632.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -427672.156250 Penalty: 2668.201904
	Iteration 11Q: 3 clusters Score -427672.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -427713.062500 Penalty: 2668.201904
	Iteration 12Q: 3 clusters Score -427713.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -427752.187500 Penalty: 2668.201904
	Iteration 13Q: 3 clusters Score -427752.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -427789.218750 Penalty: 2668.201904
	Iteration 14Q: 3 clusters Score -427789.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -427815.906250 Penalty: 2668.201904
	Iteration 15Q: 3 clusters Score -427815.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -427837.406250 Penalty: 2668.201904
	Iteration 16Q: 3 clusters Score -427837.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -427866.125000 Penalty: 2668.201904
	Iteration 17Q: 3 clusters Score -427866.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -427890.593750 Penalty: 2668.201904
	Iteration 18Q: 3 clusters Score -427890.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -427920.750000 Penalty: 2668.201904
	Iteration 19Q: 3 clusters Score -427920.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -427947.593750 Penalty: 2668.201904
	Iteration 20F: 3 clusters Score -427947.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -427983.281250 Penalty: 2668.201904
	Iteration 21Q: 3 clusters Score -427983.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -428016.000000 Penalty: 2668.201904
	Iteration 22Q: 3 clusters Score -428016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -428043.156250 Penalty: 2668.201904
	Iteration 23Q: 3 clusters Score -428043.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -428060.375000 Penalty: 2668.201904
	Iteration 24Q: 3 clusters Score -428060.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -428079.562500 Penalty: 2668.201904
	Iteration 25Q: 3 clusters Score -428079.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -428090.031250 Penalty: 2668.201904
	Iteration 26Q: 3 clusters Score -428090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -428096.437500 Penalty: 2668.201904
	Iteration 27Q: 3 clusters Score -428096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -428102.281250 Penalty: 2668.201904
	Iteration 28Q: 3 clusters Score -428102.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -428110.250000 Penalty: 2668.201904
	Iteration 29Q: 3 clusters Score -428110.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -428114.750000 Penalty: 2668.201904
	Iteration 30Q: 3 clusters Score -428114.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -428119.750000 Penalty: 2668.201904
	Iteration 31Q: 3 clusters Score -428119.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -428125.468750 Penalty: 2668.201904
	Iteration 32Q: 3 clusters Score -428125.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -428128.500000 Penalty: 2668.201904
	Iteration 33Q: 3 clusters Score -428128.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -428133.406250 Penalty: 2668.201904
	Iteration 34Q: 3 clusters Score -428133.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -428138.875000 Penalty: 2668.201904
	Iteration 35Q: 3 clusters Score -428138.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -428143.062500 Penalty: 2668.201904
	Iteration 36Q: 3 clusters Score -428143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -428143.375000 Penalty: 2668.201904
	Iteration 37Q: 3 clusters Score -428143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -428143.812500 Penalty: 2668.201904
	Iteration 38Q: 3 clusters Score -428143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -428145.343750 Penalty: 2668.201904
	Iteration 39Q: 3 clusters Score -428145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -428145.750000 Penalty: 2668.201904
	Iteration 40F: 3 clusters Score -428145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -428146.375000 Penalty: 2668.201904
	Iteration 41Q: 3 clusters Score -428146.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -428146.375000 Penalty: 2668.201904
	Iteration 42F: 3 clusters Score -428146.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (107913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Entering Unmasked Estep 
Score: -12623470.000000 Penalty: 1883.225586
	Iteration 0F: 2 clusters Score -1.262347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -12555393.000000 Penalty: 3766.451172
	Iteration 0F: 3 clusters Score -1.255539e+07 nChanged 51716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -12585639.000000 Penalty: 3766.451172
	Iteration 1F: 3 clusters Score -1.258564e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -12586654.000000 Penalty: 3766.451172
	Iteration 2Q: 3 clusters Score -1.258665e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -12588439.000000 Penalty: 3766.451172
	Iteration 3Q: 3 clusters Score -1.258844e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -12591676.000000 Penalty: 3766.451172
	Iteration 4F: 3 clusters Score -1.259168e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -12597084.000000 Penalty: 3766.451172
	Iteration 5F: 3 clusters Score -1.259708e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -12604466.000000 Penalty: 3766.451172
	Iteration 6F: 3 clusters Score -1.260447e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -12611806.000000 Penalty: 3766.451172
	Iteration 7F: 3 clusters Score -1.261181e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -12616837.000000 Penalty: 3766.451172
	Iteration 8F: 3 clusters Score -1.261684e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 103315 members 
Entering Unmasked Estep 
Score: -12619585.000000 Penalty: 3766.451172
	Iteration 9Q: 3 clusters Score -1.261958e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 104533 members 
Entering Unmasked Estep 
Score: -12620835.000000 Penalty: 3766.451172
	Iteration 10Q: 3 clusters Score -1.262084e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 105107 members 
Entering Unmasked Estep 
Score: -12621428.000000 Penalty: 3766.451172
	Iteration 11Q: 3 clusters Score -1.262143e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 105405 members 
Entering Unmasked Estep 
Score: -12621648.000000 Penalty: 3766.451172
	Iteration 12Q: 3 clusters Score -1.262165e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -12621724.000000 Penalty: 3766.451172
	Iteration 13Q: 3 clusters Score -1.262172e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 105738 members 
Entering Unmasked Estep 
Score: -12621780.000000 Penalty: 3766.451172
	Iteration 14Q: 3 clusters Score -1.262178e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 105846 members 
Entering Unmasked Estep 
Score: -12621808.000000 Penalty: 3766.451172
	Iteration 15Q: 3 clusters Score -1.262181e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 105936 members 
Entering Unmasked Estep 
Score: -12621853.000000 Penalty: 3766.451172
	Iteration 16Q: 3 clusters Score -1.262185e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 106012 members 
Entering Unmasked Estep 
Score: -12621852.000000 Penalty: 3766.451172
	Iteration 17Q: 3 clusters Score -1.262185e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 106058 members 
Entering Unmasked Estep 
Score: -12621851.000000 Penalty: 3766.451172
	Iteration 18Q: 3 clusters Score -1.262185e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 106091 members 
Entering Unmasked Estep 
Score: -12621868.000000 Penalty: 3766.451172
	Iteration 19Q: 3 clusters Score -1.262187e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -12621862.000000 Penalty: 3766.451172
	Iteration 20F: 3 clusters Score -1.262186e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -12621857.000000 Penalty: 3766.451172
	Iteration 21Q: 3 clusters Score -1.262186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
Score: -12621849.000000 Penalty: 3766.451172
	Iteration 22Q: 3 clusters Score -1.262185e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -12621842.000000 Penalty: 3766.451172
	Iteration 23Q: 3 clusters Score -1.262184e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 106240 members 
Entering Unmasked Estep 
Score: -12621844.000000 Penalty: 3766.451172
	Iteration 24Q: 3 clusters Score -1.262184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -12621830.000000 Penalty: 3766.451172
	Iteration 25Q: 3 clusters Score -1.262183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 106292 members 
Entering Unmasked Estep 
Score: -12621823.000000 Penalty: 3766.451172
	Iteration 26Q: 3 clusters Score -1.262182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 106314 members 
Entering Unmasked Estep 
Score: -12621810.000000 Penalty: 3766.451172
	Iteration 27Q: 3 clusters Score -1.262181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 106335 members 
Entering Unmasked Estep 
Score: -12621807.000000 Penalty: 3766.451172
	Iteration 28Q: 3 clusters Score -1.262181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 106346 members 
Entering Unmasked Estep 
Score: -12621817.000000 Penalty: 3766.451172
	Iteration 29Q: 3 clusters Score -1.262182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 106362 members 
Entering Unmasked Estep 
Score: -12621818.000000 Penalty: 3766.451172
	Iteration 30Q: 3 clusters Score -1.262182e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -12621835.000000 Penalty: 3766.451172
	Iteration 31Q: 3 clusters Score -1.262184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -12621825.000000 Penalty: 3766.451172
	Iteration 32Q: 3 clusters Score -1.262182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 106422 members 
Entering Unmasked Estep 
Score: -12621836.000000 Penalty: 3766.451172
	Iteration 33Q: 3 clusters Score -1.262184e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 106440 members 
Entering Unmasked Estep 
Score: -12621855.000000 Penalty: 3766.451172
	Iteration 34Q: 3 clusters Score -1.262186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -12621857.000000 Penalty: 3766.451172
	Iteration 35Q: 3 clusters Score -1.262186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -12621860.000000 Penalty: 3766.451172
	Iteration 36Q: 3 clusters Score -1.262186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -12621853.000000 Penalty: 3766.451172
	Iteration 37Q: 3 clusters Score -1.262185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
Score: -12621857.000000 Penalty: 3766.451172
	Iteration 38Q: 3 clusters Score -1.262186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 106494 members 
Entering Unmasked Estep 
Score: -12621858.000000 Penalty: 3766.451172
	Iteration 39Q: 3 clusters Score -1.262186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 106500 members 
Entering Unmasked Estep 
Score: -12621858.000000 Penalty: 3766.451172
	Iteration 40F: 3 clusters Score -1.262186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 106505 members 
Entering Unmasked Estep 
Score: -12621862.000000 Penalty: 3766.451172
	Iteration 41Q: 3 clusters Score -1.262186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -12621867.000000 Penalty: 3766.451172
	Iteration 42Q: 3 clusters Score -1.262187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -12621863.000000 Penalty: 3766.451172
	Iteration 43Q: 3 clusters Score -1.262186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 106514 members 
Entering Unmasked Estep 
Score: -12621860.000000 Penalty: 3766.451172
	Iteration 44Q: 3 clusters Score -1.262186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 106517 members 
Entering Unmasked Estep 
Score: -12621879.000000 Penalty: 3766.451172
	Iteration 45Q: 3 clusters Score -1.262188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 106517 members 
Entering Unmasked Estep 
Score: -12621877.000000 Penalty: 3766.451172
	Iteration 46Q: 3 clusters Score -1.262188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 106520 members 
Entering Unmasked Estep 
Score: -12621878.000000 Penalty: 3766.451172
	Iteration 47Q: 3 clusters Score -1.262188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -12621878.000000 Penalty: 3766.451172
	Iteration 48Q: 3 clusters Score -1.262188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 106523 members 
Entering Unmasked Estep 
Score: -12621874.000000 Penalty: 3766.451172
	Iteration 49Q: 3 clusters Score -1.262187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -12621869.000000 Penalty: 3766.451172
	Iteration 50Q: 3 clusters Score -1.262187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -12621869.000000 Penalty: 3766.451172
	Iteration 51F: 3 clusters Score -1.262187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Entering Unmasked Estep 
Score: -466958.500000 Penalty: 1347.539062
	Iteration 0F: 2 clusters Score -466958.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -463554.875000 Penalty: 2695.078125
	Iteration 0F: 3 clusters Score -463554.9 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -464442.562500 Penalty: 2695.078125
	Iteration 1F: 3 clusters Score -464442.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -464592.531250 Penalty: 2695.078125
	Iteration 2F: 3 clusters Score -464592.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -464675.437500 Penalty: 2695.078125
	Iteration 3F: 3 clusters Score -464675.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -464729.750000 Penalty: 2695.078125
	Iteration 4Q: 3 clusters Score -464729.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -464769.906250 Penalty: 2695.078125
	Iteration 5Q: 3 clusters Score -464769.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -464797.343750 Penalty: 2695.078125
	Iteration 6Q: 3 clusters Score -464797.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -464818.812500 Penalty: 2695.078125
	Iteration 7Q: 3 clusters Score -464818.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -464840.187500 Penalty: 2695.078125
	Iteration 8Q: 3 clusters Score -464840.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -464852.531250 Penalty: 2695.078125
	Iteration 9Q: 3 clusters Score -464852.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -464858.062500 Penalty: 2695.078125
	Iteration 10Q: 3 clusters Score -464858.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -464862.968750 Penalty: 2695.078125
	Iteration 11Q: 3 clusters Score -464863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -464868.093750 Penalty: 2695.078125
	Iteration 12Q: 3 clusters Score -464868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -464870.312500 Penalty: 2695.078125
	Iteration 13Q: 3 clusters Score -464870.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -464871.500000 Penalty: 2695.078125
	Iteration 14Q: 3 clusters Score -464871.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -464873.625000 Penalty: 2695.078125
	Iteration 15Q: 3 clusters Score -464873.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -464876.687500 Penalty: 2695.078125
	Iteration 16Q: 3 clusters Score -464876.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -464878.406250 Penalty: 2695.078125
	Iteration 17Q: 3 clusters Score -464878.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -464881.750000 Penalty: 2695.078125
	Iteration 18Q: 3 clusters Score -464881.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -464883.687500 Penalty: 2695.078125
	Iteration 19Q: 3 clusters Score -464883.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -464887.312500 Penalty: 2695.078125
	Iteration 20F: 3 clusters Score -464887.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -464890.000000 Penalty: 2695.078125
	Iteration 21Q: 3 clusters Score -464890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -464892.906250 Penalty: 2695.078125
	Iteration 22Q: 3 clusters Score -464892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -464894.406250 Penalty: 2695.078125
	Iteration 23Q: 3 clusters Score -464894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -464896.625000 Penalty: 2695.078125
	Iteration 24Q: 3 clusters Score -464896.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -464899.343750 Penalty: 2695.078125
	Iteration 25Q: 3 clusters Score -464899.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -464900.437500 Penalty: 2695.078125
	Iteration 26Q: 3 clusters Score -464900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -464901.187500 Penalty: 2695.078125
	Iteration 27Q: 3 clusters Score -464901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -464901.718750 Penalty: 2695.078125
	Iteration 28Q: 3 clusters Score -464901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -464902.156250 Penalty: 2695.078125
	Iteration 29Q: 3 clusters Score -464902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -464902.687500 Penalty: 2695.078125
	Iteration 30Q: 3 clusters Score -464902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -464902.906250 Penalty: 2695.078125
	Iteration 31Q: 3 clusters Score -464902.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -464902.906250 Penalty: 2695.078125
	Iteration 32F: 3 clusters Score -464902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -193058.390625 Penalty: 1207.393555
	Iteration 0F: 2 clusters Score -193058.4 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 829 members 
Entering Unmasked Estep 
Score: -191237.343750 Penalty: 2414.787109
	Iteration 0F: 3 clusters Score -191237.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -191613.125000 Penalty: 2414.787109
	Iteration 1F: 3 clusters Score -191613.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -191740.484375 Penalty: 2414.787109
	Iteration 2F: 3 clusters Score -191740.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -191819.828125 Penalty: 2414.787109
	Iteration 3F: 3 clusters Score -191819.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -191868.140625 Penalty: 2414.787109
	Iteration 4Q: 3 clusters Score -191868.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -191901.421875 Penalty: 2414.787109
	Iteration 5Q: 3 clusters Score -191901.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -191932.187500 Penalty: 2414.787109
	Iteration 6Q: 3 clusters Score -191932.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -191946.156250 Penalty: 2414.787109
	Iteration 7Q: 3 clusters Score -191946.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -191962.078125 Penalty: 2414.787109
	Iteration 8Q: 3 clusters Score -191962.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -191968.906250 Penalty: 2414.787109
	Iteration 9Q: 3 clusters Score -191968.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -191975.062500 Penalty: 2414.787109
	Iteration 10Q: 3 clusters Score -191975.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -191986.218750 Penalty: 2414.787109
	Iteration 11Q: 3 clusters Score -191986.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -191993.171875 Penalty: 2414.787109
	Iteration 12Q: 3 clusters Score -191993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -191998.734375 Penalty: 2414.787109
	Iteration 13Q: 3 clusters Score -191998.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -192003.156250 Penalty: 2414.787109
	Iteration 14Q: 3 clusters Score -192003.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -192007.203125 Penalty: 2414.787109
	Iteration 15Q: 3 clusters Score -192007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -192008.625000 Penalty: 2414.787109
	Iteration 16Q: 3 clusters Score -192008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -192010.453125 Penalty: 2414.787109
	Iteration 17Q: 3 clusters Score -192010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -192011.265625 Penalty: 2414.787109
	Iteration 18Q: 3 clusters Score -192011.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -192011.265625 Penalty: 2414.787109
	Iteration 19F: 3 clusters Score -192011.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Entering Unmasked Estep 
Score: -5497225.500000 Penalty: 1747.875488
	Iteration 0F: 2 clusters Score -5497226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -5465962.000000 Penalty: 3495.750977
	Iteration 0F: 3 clusters Score -5465962 nChanged 21922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -5478351.500000 Penalty: 3495.750977
	Iteration 1F: 3 clusters Score -5478352 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -5479388.500000 Penalty: 3495.750977
	Iteration 2Q: 3 clusters Score -5479388 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -5480902.000000 Penalty: 3495.750977
	Iteration 3F: 3 clusters Score -5480902 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -5483246.000000 Penalty: 3495.750977
	Iteration 4F: 3 clusters Score -5483246 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -5486500.500000 Penalty: 3495.750977
	Iteration 5F: 3 clusters Score -5486500 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -5490321.500000 Penalty: 3495.750977
	Iteration 6F: 3 clusters Score -5490322 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -5493341.500000 Penalty: 3495.750977
	Iteration 7F: 3 clusters Score -5493342 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -5494756.000000 Penalty: 3495.750977
	Iteration 8Q: 3 clusters Score -5494756 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -5495374.500000 Penalty: 3495.750977
	Iteration 9Q: 3 clusters Score -5495374 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -5495694.000000 Penalty: 3495.750977
	Iteration 10Q: 3 clusters Score -5495694 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -5495855.500000 Penalty: 3495.750977
	Iteration 11Q: 3 clusters Score -5495856 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -5495952.500000 Penalty: 3495.750977
	Iteration 12Q: 3 clusters Score -5495952 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -5496010.500000 Penalty: 3495.750977
	Iteration 13Q: 3 clusters Score -5496010 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5496082 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5496116.500000 Penalty: 3495.750977
	Iteration 15Q: 3 clusters Score -5496116 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -5496146.500000 Penalty: 3495.750977
	Iteration 16Q: 3 clusters Score -5496146 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -5496154.000000 Penalty: 3495.750977
	Iteration 17Q: 3 clusters Score -5496154 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5496200.000000 Penalty: 3495.750977
	Iteration 18Q: 3 clusters Score -5496200 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -5496218.000000 Penalty: 3495.750977
	Iteration 19Q: 3 clusters Score -5496218 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -5496230.000000 Penalty: 3495.750977
	Iteration 20F: 3 clusters Score -5496230 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5496236.500000 Penalty: 3495.750977
	Iteration 21Q: 3 clusters Score -5496236 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -5496256.000000 Penalty: 3495.750977
	Iteration 22Q: 3 clusters Score -5496256 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -5496285.000000 Penalty: 3495.750977
	Iteration 23Q: 3 clusters Score -5496285 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -5496313.000000 Penalty: 3495.750977
	Iteration 24Q: 3 clusters Score -5496313 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -5496320.000000 Penalty: 3495.750977
	Iteration 25Q: 3 clusters Score -5496320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -5496319.000000 Penalty: 3495.750977
	Iteration 26Q: 3 clusters Score -5496319 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -5496329.000000 Penalty: 3495.750977
	Iteration 27Q: 3 clusters Score -5496329 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -5496330.500000 Penalty: 3495.750977
	Iteration 28Q: 3 clusters Score -5496330 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -5496366.000000 Penalty: 3495.750977
	Iteration 29Q: 3 clusters Score -5496366 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -5496364.500000 Penalty: 3495.750977
	Iteration 30Q: 3 clusters Score -5496364 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5496396.000000 Penalty: 3495.750977
	Iteration 31Q: 3 clusters Score -5496396 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -5496406.000000 Penalty: 3495.750977
	Iteration 32Q: 3 clusters Score -5496406 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -5496414.500000 Penalty: 3495.750977
	Iteration 33Q: 3 clusters Score -5496414 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -5496422.500000 Penalty: 3495.750977
	Iteration 34Q: 3 clusters Score -5496422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -5496426.500000 Penalty: 3495.750977
	Iteration 35Q: 3 clusters Score -5496426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -5496433.500000 Penalty: 3495.750977
	Iteration 36Q: 3 clusters Score -5496434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -5496454.500000 Penalty: 3495.750977
	Iteration 37Q: 3 clusters Score -5496454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5496447.500000 Penalty: 3495.750977
	Iteration 38Q: 3 clusters Score -5496448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -5496451.000000 Penalty: 3495.750977
	Iteration 39Q: 3 clusters Score -5496451 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -5496450.000000 Penalty: 3495.750977
	Iteration 40F: 3 clusters Score -5496450 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -5496468.000000 Penalty: 3495.750977
	Iteration 41Q: 3 clusters Score -5496468 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -5496479.500000 Penalty: 3495.750977
	Iteration 42Q: 3 clusters Score -5496480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -5496489.000000 Penalty: 3495.750977
	Iteration 43Q: 3 clusters Score -5496489 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -5496505.000000 Penalty: 3495.750977
	Iteration 44Q: 3 clusters Score -5496505 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -5496486.500000 Penalty: 3495.750977
	Iteration 45Q: 3 clusters Score -5496486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -5496500.000000 Penalty: 3495.750977
	Iteration 46Q: 3 clusters Score -5496500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -5496502.500000 Penalty: 3495.750977
	Iteration 47Q: 3 clusters Score -5496502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -5496516.000000 Penalty: 3495.750977
	Iteration 48Q: 3 clusters Score -5496516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -5496522.000000 Penalty: 3495.750977
	Iteration 49Q: 3 clusters Score -5496522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -5496528.000000 Penalty: 3495.750977
	Iteration 50Q: 3 clusters Score -5496528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -5496532.500000 Penalty: 3495.750977
	Iteration 51Q: 3 clusters Score -5496532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -5496548.500000 Penalty: 3495.750977
	Iteration 52Q: 3 clusters Score -5496548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -5496556.000000 Penalty: 3495.750977
	Iteration 53Q: 3 clusters Score -5496556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -5496555.000000 Penalty: 3495.750977
	Iteration 54Q: 3 clusters Score -5496555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -5496557.500000 Penalty: 3495.750977
	Iteration 55Q: 3 clusters Score -5496558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -5496559.000000 Penalty: 3495.750977
	Iteration 56Q: 3 clusters Score -5496559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -5496569.000000 Penalty: 3495.750977
	Iteration 57Q: 3 clusters Score -5496569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -5496558.000000 Penalty: 3495.750977
	Iteration 58Q: 3 clusters Score -5496558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -5496556.000000 Penalty: 3495.750977
	Iteration 59Q: 3 clusters Score -5496556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -5496555.500000 Penalty: 3495.750977
	Iteration 60F: 3 clusters Score -5496556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -5496555.000000 Penalty: 3495.750977
	Iteration 61Q: 3 clusters Score -5496555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -5496570.000000 Penalty: 3495.750977
	Iteration 62Q: 3 clusters Score -5496570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -5496573.500000 Penalty: 3495.750977
	Iteration 63Q: 3 clusters Score -5496574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -5496568.000000 Penalty: 3495.750977
	Iteration 64Q: 3 clusters Score -5496568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -5496569.500000 Penalty: 3495.750977
	Iteration 65Q: 3 clusters Score -5496570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -5496568.500000 Penalty: 3495.750977
	Iteration 66Q: 3 clusters Score -5496568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -5496567.500000 Penalty: 3495.750977
	Iteration 67Q: 3 clusters Score -5496568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -5496581.500000 Penalty: 3495.750977
	Iteration 68Q: 3 clusters Score -5496582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -5496586.500000 Penalty: 3495.750977
	Iteration 69Q: 3 clusters Score -5496586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -5496584.500000 Penalty: 3495.750977
	Iteration 70Q: 3 clusters Score -5496584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -5496584.500000 Penalty: 3495.750977
	Iteration 71Q: 3 clusters Score -5496584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -5496586.500000 Penalty: 3495.750977
	Iteration 72Q: 3 clusters Score -5496586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -5496585.500000 Penalty: 3495.750977
	Iteration 73Q: 3 clusters Score -5496586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -5496592.000000 Penalty: 3495.750977
	Iteration 74Q: 3 clusters Score -5496592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -5496589.500000 Penalty: 3495.750977
	Iteration 75Q: 3 clusters Score -5496590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -5496588.500000 Penalty: 3495.750977
	Iteration 76Q: 3 clusters Score -5496588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -5496594.000000 Penalty: 3495.750977
	Iteration 77Q: 3 clusters Score -5496594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -5496588.500000 Penalty: 3495.750977
	Iteration 78Q: 3 clusters Score -5496588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -5496599.000000 Penalty: 3495.750977
	Iteration 79Q: 3 clusters Score -5496599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -5496595.500000 Penalty: 3495.750977
	Iteration 80F: 3 clusters Score -5496596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -5496593.000000 Penalty: 3495.750977
	Iteration 81Q: 3 clusters Score -5496593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -5496591.000000 Penalty: 3495.750977
	Iteration 82Q: 3 clusters Score -5496591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -5496593.000000 Penalty: 3495.750977
	Iteration 83Q: 3 clusters Score -5496593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -5496588.500000 Penalty: 3495.750977
	Iteration 84Q: 3 clusters Score -5496588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -5496585.500000 Penalty: 3495.750977
	Iteration 85Q: 3 clusters Score -5496586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -5496581.000000 Penalty: 3495.750977
	Iteration 86Q: 3 clusters Score -5496581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -5496582.000000 Penalty: 3495.750977
	Iteration 87Q: 3 clusters Score -5496582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -5496594.500000 Penalty: 3495.750977
	Iteration 88Q: 3 clusters Score -5496594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -5496599.000000 Penalty: 3495.750977
	Iteration 89Q: 3 clusters Score -5496599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -5496606.500000 Penalty: 3495.750977
	Iteration 90Q: 3 clusters Score -5496606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -5496606.000000 Penalty: 3495.750977
	Iteration 91Q: 3 clusters Score -5496606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -5496604.000000 Penalty: 3495.750977
	Iteration 92Q: 3 clusters Score -5496604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -5496603.000000 Penalty: 3495.750977
	Iteration 93Q: 3 clusters Score -5496603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -5496603.000000 Penalty: 3495.750977
	Iteration 94F: 3 clusters Score -5496603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Entering Unmasked Estep 
Score: -1500973.375000 Penalty: 1537.921021
	Iteration 0F: 2 clusters Score -1500973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1491926.750000 Penalty: 3075.842041
	Iteration 0F: 3 clusters Score -1491927 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1495099.125000 Penalty: 3075.842041
	Iteration 1F: 3 clusters Score -1495099 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1495444.750000 Penalty: 3075.842041
	Iteration 2F: 3 clusters Score -1495445 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1495810.125000 Penalty: 3075.842041
	Iteration 3F: 3 clusters Score -1495810 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1496194.875000 Penalty: 3075.842041
	Iteration 4F: 3 clusters Score -1496195 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1496635.000000 Penalty: 3075.842041
	Iteration 5F: 3 clusters Score -1496635 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1497156.375000 Penalty: 3075.842041
	Iteration 6F: 3 clusters Score -1497156 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1497672.625000 Penalty: 3075.842041
	Iteration 7F: 3 clusters Score -1497673 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1498128.625000 Penalty: 3075.842041
	Iteration 8F: 3 clusters Score -1498129 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1498431.500000 Penalty: 3075.842041
	Iteration 9Q: 3 clusters Score -1498432 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1498654.750000 Penalty: 3075.842041
	Iteration 10Q: 3 clusters Score -1498655 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1498803.125000 Penalty: 3075.842041
	Iteration 11Q: 3 clusters Score -1498803 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1498931.750000 Penalty: 3075.842041
	Iteration 12Q: 3 clusters Score -1498932 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1499028.625000 Penalty: 3075.842041
	Iteration 13Q: 3 clusters Score -1499029 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1499107.500000 Penalty: 3075.842041
	Iteration 14Q: 3 clusters Score -1499108 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1499171.625000 Penalty: 3075.842041
	Iteration 15Q: 3 clusters Score -1499172 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1499231.375000 Penalty: 3075.842041
	Iteration 16Q: 3 clusters Score -1499231 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1499281.750000 Penalty: 3075.842041
	Iteration 17Q: 3 clusters Score -1499282 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1499321.000000 Penalty: 3075.842041
	Iteration 18Q: 3 clusters Score -1499321 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1499344.500000 Penalty: 3075.842041
	Iteration 19Q: 3 clusters Score -1499344 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1499374.375000 Penalty: 3075.842041
	Iteration 20F: 3 clusters Score -1499374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1499402.750000 Penalty: 3075.842041
	Iteration 21Q: 3 clusters Score -1499403 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1499427.625000 Penalty: 3075.842041
	Iteration 22Q: 3 clusters Score -1499428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1499452.000000 Penalty: 3075.842041
	Iteration 23Q: 3 clusters Score -1499452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1499479.750000 Penalty: 3075.842041
	Iteration 24Q: 3 clusters Score -1499480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1499504.500000 Penalty: 3075.842041
	Iteration 25Q: 3 clusters Score -1499504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1499532.000000 Penalty: 3075.842041
	Iteration 26Q: 3 clusters Score -1499532 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1499556.375000 Penalty: 3075.842041
	Iteration 27Q: 3 clusters Score -1499556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1499589.500000 Penalty: 3075.842041
	Iteration 28Q: 3 clusters Score -1499590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1499619.250000 Penalty: 3075.842041
	Iteration 29Q: 3 clusters Score -1499619 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1499656.125000 Penalty: 3075.842041
	Iteration 30Q: 3 clusters Score -1499656 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1499688.750000 Penalty: 3075.842041
	Iteration 31Q: 3 clusters Score -1499689 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1499716.250000 Penalty: 3075.842041
	Iteration 32Q: 3 clusters Score -1499716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1499746.875000 Penalty: 3075.842041
	Iteration 33Q: 3 clusters Score -1499747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1499776.750000 Penalty: 3075.842041
	Iteration 34Q: 3 clusters Score -1499777 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1499804.750000 Penalty: 3075.842041
	Iteration 35Q: 3 clusters Score -1499805 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1499833.625000 Penalty: 3075.842041
	Iteration 36Q: 3 clusters Score -1499834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1499857.250000 Penalty: 3075.842041
	Iteration 37Q: 3 clusters Score -1499857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1499877.125000 Penalty: 3075.842041
	Iteration 38Q: 3 clusters Score -1499877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1499920.750000 Penalty: 3075.842041
	Iteration 39Q: 3 clusters Score -1499921 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1499960.125000 Penalty: 3075.842041
	Iteration 40F: 3 clusters Score -1499960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1499991.250000 Penalty: 3075.842041
	Iteration 41Q: 3 clusters Score -1499991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1500017.750000 Penalty: 3075.842041
	Iteration 42Q: 3 clusters Score -1500018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1500039.000000 Penalty: 3075.842041
	Iteration 43Q: 3 clusters Score -1500039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1500043.500000 Penalty: 3075.842041
	Iteration 44Q: 3 clusters Score -1500044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1500055.625000 Penalty: 3075.842041
	Iteration 45Q: 3 clusters Score -1500056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1500064.500000 Penalty: 3075.842041
	Iteration 46Q: 3 clusters Score -1500064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1500074.375000 Penalty: 3075.842041
	Iteration 47Q: 3 clusters Score -1500074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1500077.250000 Penalty: 3075.842041
	Iteration 48Q: 3 clusters Score -1500077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1500093.500000 Penalty: 3075.842041
	Iteration 49Q: 3 clusters Score -1500094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1500099.375000 Penalty: 3075.842041
	Iteration 50Q: 3 clusters Score -1500099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1500106.875000 Penalty: 3075.842041
	Iteration 51Q: 3 clusters Score -1500107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1500111.125000 Penalty: 3075.842041
	Iteration 52Q: 3 clusters Score -1500111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1500110.750000 Penalty: 3075.842041
	Iteration 53Q: 3 clusters Score -1500111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1500112.875000 Penalty: 3075.842041
	Iteration 54Q: 3 clusters Score -1500113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1500115.625000 Penalty: 3075.842041
	Iteration 55Q: 3 clusters Score -1500116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1500118.250000 Penalty: 3075.842041
	Iteration 56Q: 3 clusters Score -1500118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1500118.875000 Penalty: 3075.842041
	Iteration 57Q: 3 clusters Score -1500119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1500116.875000 Penalty: 3075.842041
	Iteration 58Q: 3 clusters Score -1500117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1500118.000000 Penalty: 3075.842041
	Iteration 59Q: 3 clusters Score -1500118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1500119.625000 Penalty: 3075.842041
	Iteration 60F: 3 clusters Score -1500120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1500119.250000 Penalty: 3075.842041
	Iteration 61Q: 3 clusters Score -1500119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1500120.375000 Penalty: 3075.842041
	Iteration 62Q: 3 clusters Score -1500120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1500122.125000 Penalty: 3075.842041
	Iteration 63Q: 3 clusters Score -1500122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1500121.625000 Penalty: 3075.842041
	Iteration 64Q: 3 clusters Score -1500122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1500124.500000 Penalty: 3075.842041
	Iteration 65Q: 3 clusters Score -1500124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1500124.875000 Penalty: 3075.842041
	Iteration 66Q: 3 clusters Score -1500125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1500124.875000 Penalty: 3075.842041
	Iteration 67F: 3 clusters Score -1500125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -41871.875000 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -41871.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40961.425781 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -40961.43 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41152.093750 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -41152.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41209.902344 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -41209.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41249.128906 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -41249.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41277.121094 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -41277.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41288.984375 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -41288.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41304.101562 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -41304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41316.652344 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -41316.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41321.937500 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -41321.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41326.984375 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -41326.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41331.203125 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -41331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41331.203125 Penalty: 1966.163452
	Iteration 11F: 3 clusters Score -41331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Entering Unmasked Estep 
Score: -10546466.000000 Penalty: 1854.036011
	Iteration 0F: 2 clusters Score -1.054647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -10488115.000000 Penalty: 3708.072021
	Iteration 0F: 3 clusters Score -1.048812e+07 nChanged 43097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -10514750.000000 Penalty: 3708.072021
	Iteration 1F: 3 clusters Score -1.051475e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -10517402.000000 Penalty: 3708.072021
	Iteration 2F: 3 clusters Score -1.05174e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -10521698.000000 Penalty: 3708.072021
	Iteration 3F: 3 clusters Score -1.05217e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -10528012.000000 Penalty: 3708.072021
	Iteration 4F: 3 clusters Score -1.052801e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -10534727.000000 Penalty: 3708.072021
	Iteration 5F: 3 clusters Score -1.053473e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -10539630.000000 Penalty: 3708.072021
	Iteration 6F: 3 clusters Score -1.053963e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -10542354.000000 Penalty: 3708.072021
	Iteration 7Q: 3 clusters Score -1.054235e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -10543649.000000 Penalty: 3708.072021
	Iteration 8Q: 3 clusters Score -1.054365e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -10544239.000000 Penalty: 3708.072021
	Iteration 9Q: 3 clusters Score -1.054424e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -10544517.000000 Penalty: 3708.072021
	Iteration 10Q: 3 clusters Score -1.054452e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10544687.000000 Penalty: 3708.072021
	Iteration 11Q: 3 clusters Score -1.054469e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10544819.000000 Penalty: 3708.072021
	Iteration 12Q: 3 clusters Score -1.054482e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10544906.000000 Penalty: 3708.072021
	Iteration 13Q: 3 clusters Score -1.054491e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10544950.000000 Penalty: 3708.072021
	Iteration 14Q: 3 clusters Score -1.054495e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10545022.000000 Penalty: 3708.072021
	Iteration 15Q: 3 clusters Score -1.054502e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89502 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10545050.000000 Penalty: 3708.072021
	Iteration 16Q: 3 clusters Score -1.054505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89519 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10545053.000000 Penalty: 3708.072021
	Iteration 17Q: 3 clusters Score -1.054505e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10545051.000000 Penalty: 3708.072021
	Iteration 18Q: 3 clusters Score -1.054505e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10545047.000000 Penalty: 3708.072021
	Iteration 19Q: 3 clusters Score -1.054505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89567 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10545060.000000 Penalty: 3708.072021
	Iteration 20F: 3 clusters Score -1.054506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10545080.000000 Penalty: 3708.072021
	Iteration 21Q: 3 clusters Score -1.054508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10545091.000000 Penalty: 3708.072021
	Iteration 22Q: 3 clusters Score -1.054509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10545090.000000 Penalty: 3708.072021
	Iteration 23Q: 3 clusters Score -1.054509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10545095.000000 Penalty: 3708.072021
	Iteration 24Q: 3 clusters Score -1.05451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10545091.000000 Penalty: 3708.072021
	Iteration 25Q: 3 clusters Score -1.054509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10545105.000000 Penalty: 3708.072021
	Iteration 26Q: 3 clusters Score -1.05451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10545095.000000 Penalty: 3708.072021
	Iteration 27Q: 3 clusters Score -1.05451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10545100.000000 Penalty: 3708.072021
	Iteration 28Q: 3 clusters Score -1.05451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10545104.000000 Penalty: 3708.072021
	Iteration 29Q: 3 clusters Score -1.05451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10545104.000000 Penalty: 3708.072021
	Iteration 30Q: 3 clusters Score -1.05451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10545115.000000 Penalty: 3708.072021
	Iteration 31Q: 3 clusters Score -1.054512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10545120.000000 Penalty: 3708.072021
	Iteration 32Q: 3 clusters Score -1.054512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10545114.000000 Penalty: 3708.072021
	Iteration 33Q: 3 clusters Score -1.054511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10545109.000000 Penalty: 3708.072021
	Iteration 34Q: 3 clusters Score -1.054511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10545111.000000 Penalty: 3708.072021
	Iteration 35Q: 3 clusters Score -1.054511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89632 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10545107.000000 Penalty: 3708.072021
	Iteration 36Q: 3 clusters Score -1.054511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89632 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10545124.000000 Penalty: 3708.072021
	Iteration 37Q: 3 clusters Score -1.054512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89632 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10545119.000000 Penalty: 3708.072021
	Iteration 38Q: 3 clusters Score -1.054512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10545110.000000 Penalty: 3708.072021
	Iteration 39Q: 3 clusters Score -1.054511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10545107.000000 Penalty: 3708.072021
	Iteration 40F: 3 clusters Score -1.054511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10545109.000000 Penalty: 3708.072021
	Iteration 41Q: 3 clusters Score -1.054511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10545114.000000 Penalty: 3708.072021
	Iteration 42Q: 3 clusters Score -1.054511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10545122.000000 Penalty: 3708.072021
	Iteration 43Q: 3 clusters Score -1.054512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10545130.000000 Penalty: 3708.072021
	Iteration 44Q: 3 clusters Score -1.054513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10545132.000000 Penalty: 3708.072021
	Iteration 45Q: 3 clusters Score -1.054513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10545144.000000 Penalty: 3708.072021
	Iteration 46Q: 3 clusters Score -1.054514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10545139.000000 Penalty: 3708.072021
	Iteration 47Q: 3 clusters Score -1.054514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10545146.000000 Penalty: 3708.072021
	Iteration 48Q: 3 clusters Score -1.054515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10545152.000000 Penalty: 3708.072021
	Iteration 49Q: 3 clusters Score -1.054515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10545156.000000 Penalty: 3708.072021
	Iteration 50Q: 3 clusters Score -1.054516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10545156.000000 Penalty: 3708.072021
	Iteration 51F: 3 clusters Score -1.054516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -197742.687500 Penalty: 1227.749512
	Iteration 0F: 2 clusters Score -197742.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -195680.625000 Penalty: 2455.499023
	Iteration 0F: 3 clusters Score -195680.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -196191.968750 Penalty: 2455.499023
	Iteration 1F: 3 clusters Score -196192 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -196334.296875 Penalty: 2455.499023
	Iteration 2F: 3 clusters Score -196334.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -196422.203125 Penalty: 2455.499023
	Iteration 3F: 3 clusters Score -196422.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -196481.656250 Penalty: 2455.499023
	Iteration 4Q: 3 clusters Score -196481.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -196518.828125 Penalty: 2455.499023
	Iteration 5Q: 3 clusters Score -196518.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -196541.687500 Penalty: 2455.499023
	Iteration 6Q: 3 clusters Score -196541.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -196561.421875 Penalty: 2455.499023
	Iteration 7Q: 3 clusters Score -196561.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -196588.078125 Penalty: 2455.499023
	Iteration 8Q: 3 clusters Score -196588.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -196604.296875 Penalty: 2455.499023
	Iteration 9Q: 3 clusters Score -196604.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -196616.640625 Penalty: 2455.499023
	Iteration 10Q: 3 clusters Score -196616.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -196622.875000 Penalty: 2455.499023
	Iteration 11Q: 3 clusters Score -196622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -196626.390625 Penalty: 2455.499023
	Iteration 12Q: 3 clusters Score -196626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -196629.703125 Penalty: 2455.499023
	Iteration 13Q: 3 clusters Score -196629.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -196632.328125 Penalty: 2455.499023
	Iteration 14Q: 3 clusters Score -196632.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -196634.671875 Penalty: 2455.499023
	Iteration 15Q: 3 clusters Score -196634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -196636.546875 Penalty: 2455.499023
	Iteration 16Q: 3 clusters Score -196636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -196638.890625 Penalty: 2455.499023
	Iteration 17Q: 3 clusters Score -196638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -196639.562500 Penalty: 2455.499023
	Iteration 18Q: 3 clusters Score -196639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -196640.562500 Penalty: 2455.499023
	Iteration 19Q: 3 clusters Score -196640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -196641.937500 Penalty: 2455.499023
	Iteration 20F: 3 clusters Score -196641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -196642.968750 Penalty: 2455.499023
	Iteration 21Q: 3 clusters Score -196643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -196642.968750 Penalty: 2455.499023
	Iteration 22F: 3 clusters Score -196643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Entering Unmasked Estep 
Score: -3015004.500000 Penalty: 1656.814819
	Iteration 0F: 2 clusters Score -3015004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2996928.000000 Penalty: 3313.629639
	Iteration 0F: 3 clusters Score -2996928 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3003675.250000 Penalty: 3313.629639
	Iteration 1F: 3 clusters Score -3003675 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3004010.750000 Penalty: 3313.629639
	Iteration 2Q: 3 clusters Score -3004011 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3004336.000000 Penalty: 3313.629639
	Iteration 3Q: 3 clusters Score -3004336 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3004649.750000 Penalty: 3313.629639
	Iteration 4Q: 3 clusters Score -3004650 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3005070.250000 Penalty: 3313.629639
	Iteration 5Q: 3 clusters Score -3005070 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3005591.250000 Penalty: 3313.629639
	Iteration 6Q: 3 clusters Score -3005591 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3006331.750000 Penalty: 3313.629639
	Iteration 7Q: 3 clusters Score -3006332 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3007392.500000 Penalty: 3313.629639
	Iteration 8F: 3 clusters Score -3007392 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3008695.000000 Penalty: 3313.629639
	Iteration 9F: 3 clusters Score -3008695 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3009920.000000 Penalty: 3313.629639
	Iteration 10F: 3 clusters Score -3009920 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3010960.500000 Penalty: 3313.629639
	Iteration 11Q: 3 clusters Score -3010960 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3011731.000000 Penalty: 3313.629639
	Iteration 12Q: 3 clusters Score -3011731 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3012282.500000 Penalty: 3313.629639
	Iteration 13Q: 3 clusters Score -3012282 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3012678.500000 Penalty: 3313.629639
	Iteration 14Q: 3 clusters Score -3012678 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3012946.500000 Penalty: 3313.629639
	Iteration 15Q: 3 clusters Score -3012946 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3013135.000000 Penalty: 3313.629639
	Iteration 16Q: 3 clusters Score -3013135 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3013267.250000 Penalty: 3313.629639
	Iteration 17Q: 3 clusters Score -3013267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3013376.500000 Penalty: 3313.629639
	Iteration 18Q: 3 clusters Score -3013376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3013431.000000 Penalty: 3313.629639
	Iteration 19Q: 3 clusters Score -3013431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3013471.750000 Penalty: 3313.629639
	Iteration 20F: 3 clusters Score -3013472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3013496.000000 Penalty: 3313.629639
	Iteration 21Q: 3 clusters Score -3013496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3013510.250000 Penalty: 3313.629639
	Iteration 22Q: 3 clusters Score -3013510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3013513.250000 Penalty: 3313.629639
	Iteration 23Q: 3 clusters Score -3013513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3013528.750000 Penalty: 3313.629639
	Iteration 24Q: 3 clusters Score -3013529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3013542.750000 Penalty: 3313.629639
	Iteration 25Q: 3 clusters Score -3013543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3013551.000000 Penalty: 3313.629639
	Iteration 26Q: 3 clusters Score -3013551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3013559.500000 Penalty: 3313.629639
	Iteration 27Q: 3 clusters Score -3013560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3013567.000000 Penalty: 3313.629639
	Iteration 28Q: 3 clusters Score -3013567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3013568.250000 Penalty: 3313.629639
	Iteration 29Q: 3 clusters Score -3013568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3013569.500000 Penalty: 3313.629639
	Iteration 30Q: 3 clusters Score -3013570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3013570.250000 Penalty: 3313.629639
	Iteration 31Q: 3 clusters Score -3013570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3013569.500000 Penalty: 3313.629639
	Iteration 32Q: 3 clusters Score -3013570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3013569.500000 Penalty: 3313.629639
	Iteration 33F: 3 clusters Score -3013570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Entering Unmasked Estep 
Score: -1468862.875000 Penalty: 1537.441284
	Iteration 0F: 2 clusters Score -1468863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1459859.250000 Penalty: 3074.882568
	Iteration 0F: 3 clusters Score -1459859 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1463099.625000 Penalty: 3074.882568
	Iteration 1F: 3 clusters Score -1463100 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1463697.500000 Penalty: 3074.882568
	Iteration 2F: 3 clusters Score -1463698 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1464449.375000 Penalty: 3074.882568
	Iteration 3F: 3 clusters Score -1464449 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1465226.125000 Penalty: 3074.882568
	Iteration 4F: 3 clusters Score -1465226 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1465941.375000 Penalty: 3074.882568
	Iteration 5F: 3 clusters Score -1465941 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1466500.500000 Penalty: 3074.882568
	Iteration 6F: 3 clusters Score -1466500 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1466911.375000 Penalty: 3074.882568
	Iteration 7Q: 3 clusters Score -1466911 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1467206.375000 Penalty: 3074.882568
	Iteration 8Q: 3 clusters Score -1467206 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1467408.500000 Penalty: 3074.882568
	Iteration 9Q: 3 clusters Score -1467408 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1467589.250000 Penalty: 3074.882568
	Iteration 10Q: 3 clusters Score -1467589 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1467749.000000 Penalty: 3074.882568
	Iteration 11Q: 3 clusters Score -1467749 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1467882.250000 Penalty: 3074.882568
	Iteration 12Q: 3 clusters Score -1467882 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1467992.375000 Penalty: 3074.882568
	Iteration 13Q: 3 clusters Score -1467992 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1468098.750000 Penalty: 3074.882568
	Iteration 14Q: 3 clusters Score -1468099 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1468172.000000 Penalty: 3074.882568
	Iteration 15Q: 3 clusters Score -1468172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1468221.250000 Penalty: 3074.882568
	Iteration 16Q: 3 clusters Score -1468221 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1468279.750000 Penalty: 3074.882568
	Iteration 17Q: 3 clusters Score -1468280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1468327.875000 Penalty: 3074.882568
	Iteration 18Q: 3 clusters Score -1468328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1468396.250000 Penalty: 3074.882568
	Iteration 19Q: 3 clusters Score -1468396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1468465.750000 Penalty: 3074.882568
	Iteration 20F: 3 clusters Score -1468466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1468521.375000 Penalty: 3074.882568
	Iteration 21Q: 3 clusters Score -1468521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1468553.500000 Penalty: 3074.882568
	Iteration 22Q: 3 clusters Score -1468554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1468570.750000 Penalty: 3074.882568
	Iteration 23Q: 3 clusters Score -1468571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1468576.750000 Penalty: 3074.882568
	Iteration 24Q: 3 clusters Score -1468577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1468582.000000 Penalty: 3074.882568
	Iteration 25Q: 3 clusters Score -1468582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1468583.000000 Penalty: 3074.882568
	Iteration 26Q: 3 clusters Score -1468583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1468583.000000 Penalty: 3074.882568
	Iteration 27Q: 3 clusters Score -1468583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1468583.125000 Penalty: 3074.882568
	Iteration 28Q: 3 clusters Score -1468583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1468581.250000 Penalty: 3074.882568
	Iteration 29Q: 3 clusters Score -1468581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1468584.625000 Penalty: 3074.882568
	Iteration 30Q: 3 clusters Score -1468585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1468584.625000 Penalty: 3074.882568
	Iteration 31F: 3 clusters Score -1468585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Entering Unmasked Estep 
Score: -1580762.625000 Penalty: 1546.658569
	Iteration 0F: 2 clusters Score -1580763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1571198.250000 Penalty: 3093.317139
	Iteration 0F: 3 clusters Score -1571198 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1574448.125000 Penalty: 3093.317139
	Iteration 1F: 3 clusters Score -1574448 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1574679.375000 Penalty: 3093.317139
	Iteration 2F: 3 clusters Score -1574679 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1574833.250000 Penalty: 3093.317139
	Iteration 3Q: 3 clusters Score -1574833 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1574967.750000 Penalty: 3093.317139
	Iteration 4Q: 3 clusters Score -1574968 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1575087.750000 Penalty: 3093.317139
	Iteration 5Q: 3 clusters Score -1575088 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1575200.875000 Penalty: 3093.317139
	Iteration 6Q: 3 clusters Score -1575201 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1575327.375000 Penalty: 3093.317139
	Iteration 7Q: 3 clusters Score -1575327 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1575436.625000 Penalty: 3093.317139
	Iteration 8Q: 3 clusters Score -1575437 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1575553.125000 Penalty: 3093.317139
	Iteration 9Q: 3 clusters Score -1575553 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1575711.625000 Penalty: 3093.317139
	Iteration 10Q: 3 clusters Score -1575712 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1575924.375000 Penalty: 3093.317139
	Iteration 11Q: 3 clusters Score -1575924 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1576241.750000 Penalty: 3093.317139
	Iteration 12Q: 3 clusters Score -1576242 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1576657.375000 Penalty: 3093.317139
	Iteration 13Q: 3 clusters Score -1576657 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1577179.000000 Penalty: 3093.317139
	Iteration 14F: 3 clusters Score -1577179 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1577678.875000 Penalty: 3093.317139
	Iteration 15Q: 3 clusters Score -1577679 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1578115.875000 Penalty: 3093.317139
	Iteration 16Q: 3 clusters Score -1578116 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1578444.750000 Penalty: 3093.317139
	Iteration 17Q: 3 clusters Score -1578445 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1578655.750000 Penalty: 3093.317139
	Iteration 18Q: 3 clusters Score -1578656 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1578822.875000 Penalty: 3093.317139
	Iteration 19Q: 3 clusters Score -1578823 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1578961.125000 Penalty: 3093.317139
	Iteration 20F: 3 clusters Score -1578961 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1579067.750000 Penalty: 3093.317139
	Iteration 21Q: 3 clusters Score -1579068 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1579163.125000 Penalty: 3093.317139
	Iteration 22Q: 3 clusters Score -1579163 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1579230.500000 Penalty: 3093.317139
	Iteration 23Q: 3 clusters Score -1579230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1579274.250000 Penalty: 3093.317139
	Iteration 24Q: 3 clusters Score -1579274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1579300.125000 Penalty: 3093.317139
	Iteration 25Q: 3 clusters Score -1579300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1579324.000000 Penalty: 3093.317139
	Iteration 26Q: 3 clusters Score -1579324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1579340.250000 Penalty: 3093.317139
	Iteration 27Q: 3 clusters Score -1579340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1579349.625000 Penalty: 3093.317139
	Iteration 28Q: 3 clusters Score -1579350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1579354.000000 Penalty: 3093.317139
	Iteration 29Q: 3 clusters Score -1579354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1579366.500000 Penalty: 3093.317139
	Iteration 30Q: 3 clusters Score -1579366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1579372.875000 Penalty: 3093.317139
	Iteration 31Q: 3 clusters Score -1579373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1579382.250000 Penalty: 3093.317139
	Iteration 32Q: 3 clusters Score -1579382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1579388.625000 Penalty: 3093.317139
	Iteration 33Q: 3 clusters Score -1579389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1579388.875000 Penalty: 3093.317139
	Iteration 34Q: 3 clusters Score -1579389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1579396.250000 Penalty: 3093.317139
	Iteration 35Q: 3 clusters Score -1579396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1579406.625000 Penalty: 3093.317139
	Iteration 36Q: 3 clusters Score -1579407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1579415.125000 Penalty: 3093.317139
	Iteration 37Q: 3 clusters Score -1579415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1579433.125000 Penalty: 3093.317139
	Iteration 38Q: 3 clusters Score -1579433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1579443.750000 Penalty: 3093.317139
	Iteration 39Q: 3 clusters Score -1579444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1579444.750000 Penalty: 3093.317139
	Iteration 40F: 3 clusters Score -1579445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1579452.750000 Penalty: 3093.317139
	Iteration 41Q: 3 clusters Score -1579453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1579455.750000 Penalty: 3093.317139
	Iteration 42Q: 3 clusters Score -1579456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1579461.875000 Penalty: 3093.317139
	Iteration 43Q: 3 clusters Score -1579462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1579463.750000 Penalty: 3093.317139
	Iteration 44Q: 3 clusters Score -1579464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1579466.000000 Penalty: 3093.317139
	Iteration 45Q: 3 clusters Score -1579466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1579467.625000 Penalty: 3093.317139
	Iteration 46Q: 3 clusters Score -1579468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1579472.125000 Penalty: 3093.317139
	Iteration 47Q: 3 clusters Score -1579472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1579478.625000 Penalty: 3093.317139
	Iteration 48Q: 3 clusters Score -1579479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1579479.000000 Penalty: 3093.317139
	Iteration 49Q: 3 clusters Score -1579479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1579476.500000 Penalty: 3093.317139
	Iteration 50Q: 3 clusters Score -1579476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1579476.500000 Penalty: 3093.317139
	Iteration 51F: 3 clusters Score -1579476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (132519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132519 members 
Entering Unmasked Estep 
Score: -15238159.000000 Penalty: 1916.603149
	Iteration 0F: 2 clusters Score -1.523816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -15154990.000000 Penalty: 3833.206299
	Iteration 0F: 3 clusters Score -1.515499e+07 nChanged 63683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
Score: -15192822.000000 Penalty: 3833.206299
	Iteration 1F: 3 clusters Score -1.519282e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -15194093.000000 Penalty: 3833.206299
	Iteration 2Q: 3 clusters Score -1.519409e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -15196060.000000 Penalty: 3833.206299
	Iteration 3Q: 3 clusters Score -1.519606e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -15198386.000000 Penalty: 3833.206299
	Iteration 4Q: 3 clusters Score -1.519839e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -15201450.000000 Penalty: 3833.206299
	Iteration 5F: 3 clusters Score -1.520145e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -15205198.000000 Penalty: 3833.206299
	Iteration 6F: 3 clusters Score -1.52052e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 89670 members 
Entering Unmasked Estep 
Score: -15210048.000000 Penalty: 3833.206299
	Iteration 7F: 3 clusters Score -1.521005e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 96250 members 
Entering Unmasked Estep 
Score: -15215609.000000 Penalty: 3833.206299
	Iteration 8F: 3 clusters Score -1.521561e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 102447 members 
Entering Unmasked Estep 
Score: -15221294.000000 Penalty: 3833.206299
	Iteration 9F: 3 clusters Score -1.522129e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -15225952.000000 Penalty: 3833.206299
	Iteration 10Q: 3 clusters Score -1.522595e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 111413 members 
Entering Unmasked Estep 
Score: -15229163.000000 Penalty: 3833.206299
	Iteration 11Q: 3 clusters Score -1.522916e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 114517 members 
Entering Unmasked Estep 
Score: -15231271.000000 Penalty: 3833.206299
	Iteration 12Q: 3 clusters Score -1.523127e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 117136 members 
Entering Unmasked Estep 
Score: -15232663.000000 Penalty: 3833.206299
	Iteration 13Q: 3 clusters Score -1.523266e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -15233802.000000 Penalty: 3833.206299
	Iteration 14Q: 3 clusters Score -1.52338e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 121267 members 
Entering Unmasked Estep 
Score: -15234686.000000 Penalty: 3833.206299
	Iteration 15Q: 3 clusters Score -1.523469e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -15235320.000000 Penalty: 3833.206299
	Iteration 16Q: 3 clusters Score -1.523532e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 124202 members 
Entering Unmasked Estep 
Score: -15235762.000000 Penalty: 3833.206299
	Iteration 17Q: 3 clusters Score -1.523576e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 125315 members 
Entering Unmasked Estep 
Score: -15236029.000000 Penalty: 3833.206299
	Iteration 18Q: 3 clusters Score -1.523603e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 126243 members 
Entering Unmasked Estep 
Score: -15236236.000000 Penalty: 3833.206299
	Iteration 19Q: 3 clusters Score -1.523624e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 127054 members 
Entering Unmasked Estep 
Score: -15236369.000000 Penalty: 3833.206299
	Iteration 20F: 3 clusters Score -1.523637e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 127720 members 
Entering Unmasked Estep 
Score: -15236492.000000 Penalty: 3833.206299
	Iteration 21Q: 3 clusters Score -1.523649e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 128260 members 
Entering Unmasked Estep 
Score: -15236549.000000 Penalty: 3833.206299
	Iteration 22Q: 3 clusters Score -1.523655e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 128713 members 
Entering Unmasked Estep 
Score: -15236532.000000 Penalty: 3833.206299
	Iteration 23Q: 3 clusters Score -1.523653e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 129093 members 
Entering Unmasked Estep 
Score: -15236566.000000 Penalty: 3833.206299
	Iteration 24Q: 3 clusters Score -1.523657e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 129455 members 
Entering Unmasked Estep 
Score: -15236662.000000 Penalty: 3833.206299
	Iteration 25Q: 3 clusters Score -1.523666e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 129778 members 
Entering Unmasked Estep 
Score: -15236649.000000 Penalty: 3833.206299
	Iteration 26Q: 3 clusters Score -1.523665e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 130063 members 
Entering Unmasked Estep 
Score: -15236667.000000 Penalty: 3833.206299
	Iteration 27Q: 3 clusters Score -1.523667e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 130315 members 
Entering Unmasked Estep 
Score: -15236656.000000 Penalty: 3833.206299
	Iteration 28Q: 3 clusters Score -1.523666e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 130534 members 
Entering Unmasked Estep 
Score: -15236662.000000 Penalty: 3833.206299
	Iteration 29Q: 3 clusters Score -1.523666e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 130737 members 
Entering Unmasked Estep 
Score: -15236726.000000 Penalty: 3833.206299
	Iteration 30Q: 3 clusters Score -1.523673e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 130939 members 
Entering Unmasked Estep 
Score: -15236731.000000 Penalty: 3833.206299
	Iteration 31Q: 3 clusters Score -1.523673e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -15236763.000000 Penalty: 3833.206299
	Iteration 32Q: 3 clusters Score -1.523676e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 131234 members 
Entering Unmasked Estep 
Score: -15236779.000000 Penalty: 3833.206299
	Iteration 33Q: 3 clusters Score -1.523678e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 131367 members 
Entering Unmasked Estep 
Score: -15236781.000000 Penalty: 3833.206299
	Iteration 34Q: 3 clusters Score -1.523678e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 131471 members 
Entering Unmasked Estep 
Score: -15236753.000000 Penalty: 3833.206299
	Iteration 35Q: 3 clusters Score -1.523675e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 131555 members 
Entering Unmasked Estep 
Score: -15236783.000000 Penalty: 3833.206299
	Iteration 36Q: 3 clusters Score -1.523678e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 131616 members 
Entering Unmasked Estep 
Score: -15236781.000000 Penalty: 3833.206299
	Iteration 37Q: 3 clusters Score -1.523678e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 131666 members 
Entering Unmasked Estep 
Score: -15236792.000000 Penalty: 3833.206299
	Iteration 38Q: 3 clusters Score -1.523679e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 131708 members 
Entering Unmasked Estep 
Score: -15236792.000000 Penalty: 3833.206299
	Iteration 39Q: 3 clusters Score -1.523679e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 131753 members 
Entering Unmasked Estep 
Score: -15236784.000000 Penalty: 3833.206299
	Iteration 40F: 3 clusters Score -1.523678e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 131790 members 
Entering Unmasked Estep 
Score: -15236770.000000 Penalty: 3833.206299
	Iteration 41Q: 3 clusters Score -1.523677e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 131830 members 
Entering Unmasked Estep 
Score: -15236766.000000 Penalty: 3833.206299
	Iteration 42Q: 3 clusters Score -1.523677e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 131853 members 
Entering Unmasked Estep 
Score: -15236783.000000 Penalty: 3833.206299
	Iteration 43Q: 3 clusters Score -1.523678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 131879 members 
Entering Unmasked Estep 
Score: -15236789.000000 Penalty: 3833.206299
	Iteration 44Q: 3 clusters Score -1.523679e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 131902 members 
Entering Unmasked Estep 
Score: -15236769.000000 Penalty: 3833.206299
	Iteration 45Q: 3 clusters Score -1.523677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 131918 members 
Entering Unmasked Estep 
Score: -15236779.000000 Penalty: 3833.206299
	Iteration 46Q: 3 clusters Score -1.523678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 131930 members 
Entering Unmasked Estep 
Score: -15236772.000000 Penalty: 3833.206299
	Iteration 47Q: 3 clusters Score -1.523677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 131933 members 
Entering Unmasked Estep 
Score: -15236782.000000 Penalty: 3833.206299
	Iteration 48Q: 3 clusters Score -1.523678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 131937 members 
Entering Unmasked Estep 
Score: -15236788.000000 Penalty: 3833.206299
	Iteration 49Q: 3 clusters Score -1.523679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 131939 members 
Entering Unmasked Estep 
Score: -15236789.000000 Penalty: 3833.206299
	Iteration 50Q: 3 clusters Score -1.523679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 131942 members 
Entering Unmasked Estep 
Score: -15236798.000000 Penalty: 3833.206299
	Iteration 51Q: 3 clusters Score -1.52368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 131944 members 
Entering Unmasked Estep 
Score: -15236789.000000 Penalty: 3833.206299
	Iteration 52Q: 3 clusters Score -1.523679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 131945 members 
Entering Unmasked Estep 
Score: -15236787.000000 Penalty: 3833.206299
	Iteration 53Q: 3 clusters Score -1.523679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 131945 members 
Entering Unmasked Estep 
Score: -15236787.000000 Penalty: 3833.206299
	Iteration 54F: 3 clusters Score -1.523679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -45759.398438 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -45759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44812.058594 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -44812.06 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44986.910156 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -44986.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45056.132812 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -45056.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45100.980469 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -45100.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45107.328125 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -45107.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -45114.101562 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -45114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -45114.640625 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -45114.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45116.437500 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -45116.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45116.437500 Penalty: 1986.946777
	Iteration 8F: 3 clusters Score -45116.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -115884.265625 Penalty: 1124.769409
	Iteration 0F: 2 clusters Score -115884.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -114417.796875 Penalty: 2249.538818
	Iteration 0F: 3 clusters Score -114417.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -114720.937500 Penalty: 2249.538818
	Iteration 1F: 3 clusters Score -114720.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114785.265625 Penalty: 2249.538818
	Iteration 2F: 3 clusters Score -114785.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114819.796875 Penalty: 2249.538818
	Iteration 3Q: 3 clusters Score -114819.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -114832.937500 Penalty: 2249.538818
	Iteration 4Q: 3 clusters Score -114832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114839.140625 Penalty: 2249.538818
	Iteration 5Q: 3 clusters Score -114839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114841.585938 Penalty: 2249.538818
	Iteration 6Q: 3 clusters Score -114841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114842.820312 Penalty: 2249.538818
	Iteration 7Q: 3 clusters Score -114842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114843.179688 Penalty: 2249.538818
	Iteration 8Q: 3 clusters Score -114843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114843.179688 Penalty: 2249.538818
	Iteration 9F: 3 clusters Score -114843.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -376331.937500 Penalty: 1315.732788
	Iteration 0F: 2 clusters Score -376331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -373407.718750 Penalty: 2631.465576
	Iteration 0F: 3 clusters Score -373407.7 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -374146.750000 Penalty: 2631.465576
	Iteration 1F: 3 clusters Score -374146.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -374265.312500 Penalty: 2631.465576
	Iteration 2F: 3 clusters Score -374265.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -374350.000000 Penalty: 2631.465576
	Iteration 3Q: 3 clusters Score -374350 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -374412.031250 Penalty: 2631.465576
	Iteration 4Q: 3 clusters Score -374412 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -374484.781250 Penalty: 2631.465576
	Iteration 5Q: 3 clusters Score -374484.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -374566.156250 Penalty: 2631.465576
	Iteration 6Q: 3 clusters Score -374566.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -374667.093750 Penalty: 2631.465576
	Iteration 7Q: 3 clusters Score -374667.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -374764.406250 Penalty: 2631.465576
	Iteration 8Q: 3 clusters Score -374764.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -374859.968750 Penalty: 2631.465576
	Iteration 9Q: 3 clusters Score -374860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -374950.500000 Penalty: 2631.465576
	Iteration 10Q: 3 clusters Score -374950.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -375027.687500 Penalty: 2631.465576
	Iteration 11Q: 3 clusters Score -375027.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -375103.875000 Penalty: 2631.465576
	Iteration 12Q: 3 clusters Score -375103.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -375182.093750 Penalty: 2631.465576
	Iteration 13Q: 3 clusters Score -375182.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -375266.937500 Penalty: 2631.465576
	Iteration 14Q: 3 clusters Score -375266.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -375334.406250 Penalty: 2631.465576
	Iteration 15Q: 3 clusters Score -375334.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -375376.531250 Penalty: 2631.465576
	Iteration 16Q: 3 clusters Score -375376.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -375411.656250 Penalty: 2631.465576
	Iteration 17Q: 3 clusters Score -375411.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -375439.968750 Penalty: 2631.465576
	Iteration 18Q: 3 clusters Score -375440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -375461.312500 Penalty: 2631.465576
	Iteration 19Q: 3 clusters Score -375461.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -375474.031250 Penalty: 2631.465576
	Iteration 20F: 3 clusters Score -375474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -375478.625000 Penalty: 2631.465576
	Iteration 21Q: 3 clusters Score -375478.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -375483.593750 Penalty: 2631.465576
	Iteration 22Q: 3 clusters Score -375483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -375486.468750 Penalty: 2631.465576
	Iteration 23Q: 3 clusters Score -375486.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -375489.406250 Penalty: 2631.465576
	Iteration 24Q: 3 clusters Score -375489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -375490.312500 Penalty: 2631.465576
	Iteration 25Q: 3 clusters Score -375490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -375491.968750 Penalty: 2631.465576
	Iteration 26Q: 3 clusters Score -375492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -375494.937500 Penalty: 2631.465576
	Iteration 27Q: 3 clusters Score -375494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -375499.687500 Penalty: 2631.465576
	Iteration 28Q: 3 clusters Score -375499.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -375501.375000 Penalty: 2631.465576
	Iteration 29Q: 3 clusters Score -375501.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -375501.375000 Penalty: 2631.465576
	Iteration 30F: 3 clusters Score -375501.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (111614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111614 members 
Entering Unmasked Estep 
Score: -13085579.000000 Penalty: 1888.705322
	Iteration 0F: 2 clusters Score -1.308558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -13014982.000000 Penalty: 3777.410645
	Iteration 0F: 3 clusters Score -1.301498e+07 nChanged 53511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -13046270.000000 Penalty: 3777.410645
	Iteration 1F: 3 clusters Score -1.304627e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -13046808.000000 Penalty: 3777.410645
	Iteration 2Q: 3 clusters Score -1.304681e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -13047553.000000 Penalty: 3777.410645
	Iteration 3Q: 3 clusters Score -1.304755e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -13048812.000000 Penalty: 3777.410645
	Iteration 4Q: 3 clusters Score -1.304881e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -13050739.000000 Penalty: 3777.410645
	Iteration 5Q: 3 clusters Score -1.305074e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -13053817.000000 Penalty: 3777.410645
	Iteration 6Q: 3 clusters Score -1.305382e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -13058528.000000 Penalty: 3777.410645
	Iteration 7F: 3 clusters Score -1.305853e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -13064519.000000 Penalty: 3777.410645
	Iteration 8F: 3 clusters Score -1.306452e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -13068892.000000 Penalty: 3777.410645
	Iteration 9F: 3 clusters Score -1.306889e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -13070724.000000 Penalty: 3777.410645
	Iteration 10Q: 3 clusters Score -1.307072e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -13071662.000000 Penalty: 3777.410645
	Iteration 11Q: 3 clusters Score -1.307166e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -13072432.000000 Penalty: 3777.410645
	Iteration 12Q: 3 clusters Score -1.307243e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76612 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -13073209.000000 Penalty: 3777.410645
	Iteration 13Q: 3 clusters Score -1.307321e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -13074174.000000 Penalty: 3777.410645
	Iteration 14Q: 3 clusters Score -1.307417e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78602 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -13075264.000000 Penalty: 3777.410645
	Iteration 15Q: 3 clusters Score -1.307526e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -13076631.000000 Penalty: 3777.410645
	Iteration 16Q: 3 clusters Score -1.307663e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -13077902.000000 Penalty: 3777.410645
	Iteration 17Q: 3 clusters Score -1.30779e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -13079183.000000 Penalty: 3777.410645
	Iteration 18Q: 3 clusters Score -1.307918e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81038 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -13080368.000000 Penalty: 3777.410645
	Iteration 19Q: 3 clusters Score -1.308037e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -13081360.000000 Penalty: 3777.410645
	Iteration 20F: 3 clusters Score -1.308136e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -13082170.000000 Penalty: 3777.410645
	Iteration 21Q: 3 clusters Score -1.308217e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -13082806.000000 Penalty: 3777.410645
	Iteration 22Q: 3 clusters Score -1.308281e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80968 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -13083263.000000 Penalty: 3777.410645
	Iteration 23Q: 3 clusters Score -1.308326e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -13083594.000000 Penalty: 3777.410645
	Iteration 24Q: 3 clusters Score -1.308359e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -13083872.000000 Penalty: 3777.410645
	Iteration 25Q: 3 clusters Score -1.308387e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -13084097.000000 Penalty: 3777.410645
	Iteration 26Q: 3 clusters Score -1.30841e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -13084166.000000 Penalty: 3777.410645
	Iteration 27Q: 3 clusters Score -1.308417e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -13084193.000000 Penalty: 3777.410645
	Iteration 28Q: 3 clusters Score -1.308419e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -13084241.000000 Penalty: 3777.410645
	Iteration 29Q: 3 clusters Score -1.308424e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -13084261.000000 Penalty: 3777.410645
	Iteration 30Q: 3 clusters Score -1.308426e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -13084271.000000 Penalty: 3777.410645
	Iteration 31Q: 3 clusters Score -1.308427e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -13084305.000000 Penalty: 3777.410645
	Iteration 32Q: 3 clusters Score -1.30843e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -13084309.000000 Penalty: 3777.410645
	Iteration 33Q: 3 clusters Score -1.308431e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -13084341.000000 Penalty: 3777.410645
	Iteration 34Q: 3 clusters Score -1.308434e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80178 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -13084326.000000 Penalty: 3777.410645
	Iteration 35Q: 3 clusters Score -1.308433e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -13084318.000000 Penalty: 3777.410645
	Iteration 36Q: 3 clusters Score -1.308432e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -13084312.000000 Penalty: 3777.410645
	Iteration 37Q: 3 clusters Score -1.308431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -13084312.000000 Penalty: 3777.410645
	Iteration 38Q: 3 clusters Score -1.308431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -13084311.000000 Penalty: 3777.410645
	Iteration 39Q: 3 clusters Score -1.308431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -13084313.000000 Penalty: 3777.410645
	Iteration 40F: 3 clusters Score -1.308431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -13084319.000000 Penalty: 3777.410645
	Iteration 41Q: 3 clusters Score -1.308432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -13084322.000000 Penalty: 3777.410645
	Iteration 42Q: 3 clusters Score -1.308432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -13084325.000000 Penalty: 3777.410645
	Iteration 43Q: 3 clusters Score -1.308432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -13084329.000000 Penalty: 3777.410645
	Iteration 44Q: 3 clusters Score -1.308433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -13084327.000000 Penalty: 3777.410645
	Iteration 45Q: 3 clusters Score -1.308433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -13084341.000000 Penalty: 3777.410645
	Iteration 46Q: 3 clusters Score -1.308434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -13084353.000000 Penalty: 3777.410645
	Iteration 47Q: 3 clusters Score -1.308435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -13084356.000000 Penalty: 3777.410645
	Iteration 48Q: 3 clusters Score -1.308436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -13084348.000000 Penalty: 3777.410645
	Iteration 49Q: 3 clusters Score -1.308435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -13084348.000000 Penalty: 3777.410645
	Iteration 50Q: 3 clusters Score -1.308435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80116 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -13084359.000000 Penalty: 3777.410645
	Iteration 51Q: 3 clusters Score -1.308436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -13084363.000000 Penalty: 3777.410645
	Iteration 52Q: 3 clusters Score -1.308436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -13084362.000000 Penalty: 3777.410645
	Iteration 53Q: 3 clusters Score -1.308436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -13084357.000000 Penalty: 3777.410645
	Iteration 54Q: 3 clusters Score -1.308436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -13084358.000000 Penalty: 3777.410645
	Iteration 55Q: 3 clusters Score -1.308436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -13084350.000000 Penalty: 3777.410645
	Iteration 56Q: 3 clusters Score -1.308435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -13084355.000000 Penalty: 3777.410645
	Iteration 57Q: 3 clusters Score -1.308436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -13084355.000000 Penalty: 3777.410645
	Iteration 58Q: 3 clusters Score -1.308436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -13084355.000000 Penalty: 3777.410645
	Iteration 59F: 3 clusters Score -1.308436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -16030.515625 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -16030.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15422.999023 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -15423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15691.647461 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -15691.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15855.695312 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -15855.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15993.792969 Penalty: 1770.189575
	Iteration 3F: 3 clusters Score -15993.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16169.381836 Penalty: 1770.189575
	Iteration 4F: 3 clusters Score -16169.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16828.712891 Penalty: 1770.189575
	Iteration 5F: 3 clusters Score -16828.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17112.195312 Penalty: 1770.189575
	Iteration 6F: 3 clusters Score -17112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17238.423828 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -17238.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17292.927734 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -17292.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17312.136719 Penalty: 1770.189575
	Iteration 9Q: 3 clusters Score -17312.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17312.136719 Penalty: 1770.189575
	Iteration 10F: 3 clusters Score -17312.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 13768 members 
Mstep: Class 3 contains 15467 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 107913 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 46918 members 
Mstep: Class 10 contains 12889 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90170 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26790 members 
Mstep: Class 15 contains 12851 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 132519 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 111614 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 3073 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 67835 members 
Mstep: Class 28 contains 4135 members 
Mstep: Class 29 contains 108 members 
Entering Unmasked Estep 
Score: -86212168.000000 Penalty: 63808.488281
Splitting cluster 22 changes total score from -86212400.000000 to -86212168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -360241.281250 Penalty: 1304.941650
	Iteration 0F: 2 clusters Score -360241.3 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 1543 members 
Entering Unmasked Estep 
Score: -357468.062500 Penalty: 2609.883301
	Iteration 0F: 3 clusters Score -357468.1 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -358220.031250 Penalty: 2609.883301
	Iteration 1F: 3 clusters Score -358220 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -358332.656250 Penalty: 2609.883301
	Iteration 2F: 3 clusters Score -358332.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -358413.687500 Penalty: 2609.883301
	Iteration 3Q: 3 clusters Score -358413.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -358459.125000 Penalty: 2609.883301
	Iteration 4Q: 3 clusters Score -358459.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -358489.843750 Penalty: 2609.883301
	Iteration 5Q: 3 clusters Score -358489.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -358513.406250 Penalty: 2609.883301
	Iteration 6Q: 3 clusters Score -358513.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -358530.531250 Penalty: 2609.883301
	Iteration 7Q: 3 clusters Score -358530.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -358548.656250 Penalty: 2609.883301
	Iteration 8Q: 3 clusters Score -358548.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -358569.093750 Penalty: 2609.883301
	Iteration 9Q: 3 clusters Score -358569.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -358586.656250 Penalty: 2609.883301
	Iteration 10Q: 3 clusters Score -358586.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -358597.250000 Penalty: 2609.883301
	Iteration 11Q: 3 clusters Score -358597.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -358603.531250 Penalty: 2609.883301
	Iteration 12Q: 3 clusters Score -358603.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -358609.250000 Penalty: 2609.883301
	Iteration 13Q: 3 clusters Score -358609.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -358617.500000 Penalty: 2609.883301
	Iteration 14Q: 3 clusters Score -358617.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -358629.875000 Penalty: 2609.883301
	Iteration 15Q: 3 clusters Score -358629.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -358640.093750 Penalty: 2609.883301
	Iteration 16Q: 3 clusters Score -358640.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -358649.218750 Penalty: 2609.883301
	Iteration 17Q: 3 clusters Score -358649.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -358655.375000 Penalty: 2609.883301
	Iteration 18Q: 3 clusters Score -358655.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -358660.187500 Penalty: 2609.883301
	Iteration 19Q: 3 clusters Score -358660.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -358667.031250 Penalty: 2609.883301
	Iteration 20F: 3 clusters Score -358667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -358676.968750 Penalty: 2609.883301
	Iteration 21Q: 3 clusters Score -358677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -358689.968750 Penalty: 2609.883301
	Iteration 22Q: 3 clusters Score -358690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -358706.531250 Penalty: 2609.883301
	Iteration 23Q: 3 clusters Score -358706.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -358720.625000 Penalty: 2609.883301
	Iteration 24Q: 3 clusters Score -358720.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -358732.093750 Penalty: 2609.883301
	Iteration 25Q: 3 clusters Score -358732.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -358743.000000 Penalty: 2609.883301
	Iteration 26Q: 3 clusters Score -358743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -358750.593750 Penalty: 2609.883301
	Iteration 27Q: 3 clusters Score -358750.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -358757.281250 Penalty: 2609.883301
	Iteration 28Q: 3 clusters Score -358757.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -358768.281250 Penalty: 2609.883301
	Iteration 29Q: 3 clusters Score -358768.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -358780.531250 Penalty: 2609.883301
	Iteration 30Q: 3 clusters Score -358780.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -358794.437500 Penalty: 2609.883301
	Iteration 31Q: 3 clusters Score -358794.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -358807.562500 Penalty: 2609.883301
	Iteration 32Q: 3 clusters Score -358807.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -358817.906250 Penalty: 2609.883301
	Iteration 33Q: 3 clusters Score -358817.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -358823.531250 Penalty: 2609.883301
	Iteration 34Q: 3 clusters Score -358823.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -358830.343750 Penalty: 2609.883301
	Iteration 35Q: 3 clusters Score -358830.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -358833.781250 Penalty: 2609.883301
	Iteration 36Q: 3 clusters Score -358833.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -358837.343750 Penalty: 2609.883301
	Iteration 37Q: 3 clusters Score -358837.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -358839.656250 Penalty: 2609.883301
	Iteration 38Q: 3 clusters Score -358839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -358839.906250 Penalty: 2609.883301
	Iteration 39Q: 3 clusters Score -358839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -358842.125000 Penalty: 2609.883301
	Iteration 40F: 3 clusters Score -358842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -358843.250000 Penalty: 2609.883301
	Iteration 41Q: 3 clusters Score -358843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -358845.593750 Penalty: 2609.883301
	Iteration 42Q: 3 clusters Score -358845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -358846.125000 Penalty: 2609.883301
	Iteration 43Q: 3 clusters Score -358846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -358848.437500 Penalty: 2609.883301
	Iteration 44Q: 3 clusters Score -358848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -358849.187500 Penalty: 2609.883301
	Iteration 45Q: 3 clusters Score -358849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -358851.187500 Penalty: 2609.883301
	Iteration 46Q: 3 clusters Score -358851.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -358855.000000 Penalty: 2609.883301
	Iteration 47Q: 3 clusters Score -358855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -358859.062500 Penalty: 2609.883301
	Iteration 48Q: 3 clusters Score -358859.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -358862.031250 Penalty: 2609.883301
	Iteration 49Q: 3 clusters Score -358862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -358865.500000 Penalty: 2609.883301
	Iteration 50Q: 3 clusters Score -358865.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -358867.000000 Penalty: 2609.883301
	Iteration 51Q: 3 clusters Score -358867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -358868.968750 Penalty: 2609.883301
	Iteration 52Q: 3 clusters Score -358869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -358870.687500 Penalty: 2609.883301
	Iteration 53Q: 3 clusters Score -358870.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -358873.531250 Penalty: 2609.883301
	Iteration 54Q: 3 clusters Score -358873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -358873.875000 Penalty: 2609.883301
	Iteration 55Q: 3 clusters Score -358873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -358873.750000 Penalty: 2609.883301
	Iteration 56Q: 3 clusters Score -358873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -358875.406250 Penalty: 2609.883301
	Iteration 57Q: 3 clusters Score -358875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -358876.375000 Penalty: 2609.883301
	Iteration 58Q: 3 clusters Score -358876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -358877.156250 Penalty: 2609.883301
	Iteration 59Q: 3 clusters Score -358877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -358878.000000 Penalty: 2609.883301
	Iteration 60F: 3 clusters Score -358878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -358877.656250 Penalty: 2609.883301
	Iteration 61Q: 3 clusters Score -358877.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -358879.000000 Penalty: 2609.883301
	Iteration 62Q: 3 clusters Score -358879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -358878.781250 Penalty: 2609.883301
	Iteration 63Q: 3 clusters Score -358878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -358879.781250 Penalty: 2609.883301
	Iteration 64Q: 3 clusters Score -358879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -358881.125000 Penalty: 2609.883301
	Iteration 65Q: 3 clusters Score -358881.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -358882.156250 Penalty: 2609.883301
	Iteration 66Q: 3 clusters Score -358882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -358882.437500 Penalty: 2609.883301
	Iteration 67Q: 3 clusters Score -358882.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -358882.500000 Penalty: 2609.883301
	Iteration 68Q: 3 clusters Score -358882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -358882.812500 Penalty: 2609.883301
	Iteration 69Q: 3 clusters Score -358882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -358884.062500 Penalty: 2609.883301
	Iteration 70Q: 3 clusters Score -358884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -358884.062500 Penalty: 2609.883301
	Iteration 71F: 3 clusters Score -358884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Entering Unmasked Estep 
Score: -839323.562500 Penalty: 1453.171143
	Iteration 0F: 2 clusters Score -839323.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -833668.875000 Penalty: 2906.342285
	Iteration 0F: 3 clusters Score -833668.9 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -835323.437500 Penalty: 2906.342285
	Iteration 1F: 3 clusters Score -835323.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -835486.125000 Penalty: 2906.342285
	Iteration 2F: 3 clusters Score -835486.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -835609.437500 Penalty: 2906.342285
	Iteration 3Q: 3 clusters Score -835609.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -835717.875000 Penalty: 2906.342285
	Iteration 4Q: 3 clusters Score -835717.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -835814.812500 Penalty: 2906.342285
	Iteration 5Q: 3 clusters Score -835814.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -835923.625000 Penalty: 2906.342285
	Iteration 6Q: 3 clusters Score -835923.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -836025.875000 Penalty: 2906.342285
	Iteration 7Q: 3 clusters Score -836025.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -836171.687500 Penalty: 2906.342285
	Iteration 8Q: 3 clusters Score -836171.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -836373.062500 Penalty: 2906.342285
	Iteration 9Q: 3 clusters Score -836373.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -836626.937500 Penalty: 2906.342285
	Iteration 10Q: 3 clusters Score -836626.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -836913.125000 Penalty: 2906.342285
	Iteration 11F: 3 clusters Score -836913.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -837192.500000 Penalty: 2906.342285
	Iteration 12Q: 3 clusters Score -837192.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -837453.500000 Penalty: 2906.342285
	Iteration 13Q: 3 clusters Score -837453.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -837638.437500 Penalty: 2906.342285
	Iteration 14Q: 3 clusters Score -837638.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -837777.750000 Penalty: 2906.342285
	Iteration 15Q: 3 clusters Score -837777.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -837878.875000 Penalty: 2906.342285
	Iteration 16Q: 3 clusters Score -837878.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -837947.375000 Penalty: 2906.342285
	Iteration 17Q: 3 clusters Score -837947.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -837978.687500 Penalty: 2906.342285
	Iteration 18Q: 3 clusters Score -837978.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -838000.250000 Penalty: 2906.342285
	Iteration 19Q: 3 clusters Score -838000.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -838026.125000 Penalty: 2906.342285
	Iteration 20F: 3 clusters Score -838026.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -838041.437500 Penalty: 2906.342285
	Iteration 21Q: 3 clusters Score -838041.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -838063.187500 Penalty: 2906.342285
	Iteration 22Q: 3 clusters Score -838063.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -838072.750000 Penalty: 2906.342285
	Iteration 23Q: 3 clusters Score -838072.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -838088.937500 Penalty: 2906.342285
	Iteration 24Q: 3 clusters Score -838088.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -838101.500000 Penalty: 2906.342285
	Iteration 25Q: 3 clusters Score -838101.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -838109.062500 Penalty: 2906.342285
	Iteration 26Q: 3 clusters Score -838109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -838113.812500 Penalty: 2906.342285
	Iteration 27Q: 3 clusters Score -838113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -838117.562500 Penalty: 2906.342285
	Iteration 28Q: 3 clusters Score -838117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -838117.687500 Penalty: 2906.342285
	Iteration 29Q: 3 clusters Score -838117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -838117.687500 Penalty: 2906.342285
	Iteration 30F: 3 clusters Score -838117.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -288124.343750 Penalty: 1277.468018
	Iteration 0F: 2 clusters Score -288124.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -285625.875000 Penalty: 2554.936035
	Iteration 0F: 3 clusters Score -285625.9 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -286227.281250 Penalty: 2554.936035
	Iteration 1F: 3 clusters Score -286227.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -286341.875000 Penalty: 2554.936035
	Iteration 2F: 3 clusters Score -286341.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -286411.406250 Penalty: 2554.936035
	Iteration 3Q: 3 clusters Score -286411.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -286463.093750 Penalty: 2554.936035
	Iteration 4Q: 3 clusters Score -286463.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -286500.781250 Penalty: 2554.936035
	Iteration 5Q: 3 clusters Score -286500.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -286541.281250 Penalty: 2554.936035
	Iteration 6Q: 3 clusters Score -286541.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -286569.281250 Penalty: 2554.936035
	Iteration 7Q: 3 clusters Score -286569.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -286594.406250 Penalty: 2554.936035
	Iteration 8Q: 3 clusters Score -286594.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -286610.312500 Penalty: 2554.936035
	Iteration 9Q: 3 clusters Score -286610.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -286622.031250 Penalty: 2554.936035
	Iteration 10Q: 3 clusters Score -286622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -286635.718750 Penalty: 2554.936035
	Iteration 11Q: 3 clusters Score -286635.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -286654.812500 Penalty: 2554.936035
	Iteration 12Q: 3 clusters Score -286654.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -286674.125000 Penalty: 2554.936035
	Iteration 13Q: 3 clusters Score -286674.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -286705.531250 Penalty: 2554.936035
	Iteration 14Q: 3 clusters Score -286705.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -286734.843750 Penalty: 2554.936035
	Iteration 15Q: 3 clusters Score -286734.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -286775.531250 Penalty: 2554.936035
	Iteration 16Q: 3 clusters Score -286775.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -286833.218750 Penalty: 2554.936035
	Iteration 17Q: 3 clusters Score -286833.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -286884.750000 Penalty: 2554.936035
	Iteration 18Q: 3 clusters Score -286884.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -286911.250000 Penalty: 2554.936035
	Iteration 19Q: 3 clusters Score -286911.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -286929.406250 Penalty: 2554.936035
	Iteration 20F: 3 clusters Score -286929.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -286944.781250 Penalty: 2554.936035
	Iteration 21Q: 3 clusters Score -286944.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -286951.937500 Penalty: 2554.936035
	Iteration 22Q: 3 clusters Score -286951.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -286967.625000 Penalty: 2554.936035
	Iteration 23Q: 3 clusters Score -286967.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -286976.437500 Penalty: 2554.936035
	Iteration 24Q: 3 clusters Score -286976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -286984.093750 Penalty: 2554.936035
	Iteration 25Q: 3 clusters Score -286984.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -286989.937500 Penalty: 2554.936035
	Iteration 26Q: 3 clusters Score -286989.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -286995.093750 Penalty: 2554.936035
	Iteration 27Q: 3 clusters Score -286995.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -286998.281250 Penalty: 2554.936035
	Iteration 28Q: 3 clusters Score -286998.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -287002.281250 Penalty: 2554.936035
	Iteration 29Q: 3 clusters Score -287002.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -287007.781250 Penalty: 2554.936035
	Iteration 30Q: 3 clusters Score -287007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -287014.312500 Penalty: 2554.936035
	Iteration 31Q: 3 clusters Score -287014.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -287024.437500 Penalty: 2554.936035
	Iteration 32Q: 3 clusters Score -287024.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -287028.937500 Penalty: 2554.936035
	Iteration 33Q: 3 clusters Score -287028.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -287032.281250 Penalty: 2554.936035
	Iteration 34Q: 3 clusters Score -287032.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -287035.843750 Penalty: 2554.936035
	Iteration 35Q: 3 clusters Score -287035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -287040.750000 Penalty: 2554.936035
	Iteration 36Q: 3 clusters Score -287040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -287045.250000 Penalty: 2554.936035
	Iteration 37Q: 3 clusters Score -287045.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -287047.000000 Penalty: 2554.936035
	Iteration 38Q: 3 clusters Score -287047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -287049.218750 Penalty: 2554.936035
	Iteration 39Q: 3 clusters Score -287049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -287052.562500 Penalty: 2554.936035
	Iteration 40F: 3 clusters Score -287052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -287054.000000 Penalty: 2554.936035
	Iteration 41Q: 3 clusters Score -287054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -287057.281250 Penalty: 2554.936035
	Iteration 42Q: 3 clusters Score -287057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -287060.656250 Penalty: 2554.936035
	Iteration 43Q: 3 clusters Score -287060.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -287063.812500 Penalty: 2554.936035
	Iteration 44Q: 3 clusters Score -287063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -287065.218750 Penalty: 2554.936035
	Iteration 45Q: 3 clusters Score -287065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -287065.187500 Penalty: 2554.936035
	Iteration 46Q: 3 clusters Score -287065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -287066.718750 Penalty: 2554.936035
	Iteration 47Q: 3 clusters Score -287066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -287067.187500 Penalty: 2554.936035
	Iteration 48Q: 3 clusters Score -287067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -287067.406250 Penalty: 2554.936035
	Iteration 49Q: 3 clusters Score -287067.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -287067.406250 Penalty: 2554.936035
	Iteration 50F: 3 clusters Score -287067.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Entering Unmasked Estep 
Score: -528375.312500 Penalty: 1378.288208
	Iteration 0F: 2 clusters Score -528375.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -524503.250000 Penalty: 2756.576416
	Iteration 0F: 3 clusters Score -524503.2 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -525625.062500 Penalty: 2756.576416
	Iteration 1F: 3 clusters Score -525625.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -525878.750000 Penalty: 2756.576416
	Iteration 2F: 3 clusters Score -525878.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -526073.500000 Penalty: 2756.576416
	Iteration 3F: 3 clusters Score -526073.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -526228.250000 Penalty: 2756.576416
	Iteration 4F: 3 clusters Score -526228.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -526366.375000 Penalty: 2756.576416
	Iteration 5Q: 3 clusters Score -526366.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -526484.625000 Penalty: 2756.576416
	Iteration 6Q: 3 clusters Score -526484.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -526606.812500 Penalty: 2756.576416
	Iteration 7Q: 3 clusters Score -526606.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -526736.375000 Penalty: 2756.576416
	Iteration 8Q: 3 clusters Score -526736.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -526866.937500 Penalty: 2756.576416
	Iteration 9Q: 3 clusters Score -526866.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -526999.625000 Penalty: 2756.576416
	Iteration 10Q: 3 clusters Score -526999.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -527120.750000 Penalty: 2756.576416
	Iteration 11Q: 3 clusters Score -527120.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -527224.500000 Penalty: 2756.576416
	Iteration 12Q: 3 clusters Score -527224.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -527304.250000 Penalty: 2756.576416
	Iteration 13Q: 3 clusters Score -527304.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -527365.812500 Penalty: 2756.576416
	Iteration 14Q: 3 clusters Score -527365.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -527410.125000 Penalty: 2756.576416
	Iteration 15Q: 3 clusters Score -527410.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -527443.562500 Penalty: 2756.576416
	Iteration 16Q: 3 clusters Score -527443.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -527462.000000 Penalty: 2756.576416
	Iteration 17Q: 3 clusters Score -527462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -527469.875000 Penalty: 2756.576416
	Iteration 18Q: 3 clusters Score -527469.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -527484.250000 Penalty: 2756.576416
	Iteration 19Q: 3 clusters Score -527484.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -527495.937500 Penalty: 2756.576416
	Iteration 20F: 3 clusters Score -527495.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -527508.750000 Penalty: 2756.576416
	Iteration 21Q: 3 clusters Score -527508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -527515.750000 Penalty: 2756.576416
	Iteration 22Q: 3 clusters Score -527515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -527515.750000 Penalty: 2756.576416
	Iteration 23Q: 3 clusters Score -527515.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -527515.750000 Penalty: 2756.576416
	Iteration 24F: 3 clusters Score -527515.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (67835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Entering Unmasked Estep 
Score: -7866589.000000 Penalty: 1807.785400
	Iteration 0F: 2 clusters Score -7866589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -7821365.500000 Penalty: 3615.570801
	Iteration 0F: 3 clusters Score -7821366 nChanged 32105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -7839531.500000 Penalty: 3615.570801
	Iteration 1F: 3 clusters Score -7839532 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -7840073.000000 Penalty: 3615.570801
	Iteration 2Q: 3 clusters Score -7840073 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -7840618.000000 Penalty: 3615.570801
	Iteration 3Q: 3 clusters Score -7840618 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -7841181.000000 Penalty: 3615.570801
	Iteration 4Q: 3 clusters Score -7841181 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -7841745.000000 Penalty: 3615.570801
	Iteration 5Q: 3 clusters Score -7841745 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -7842465.000000 Penalty: 3615.570801
	Iteration 6Q: 3 clusters Score -7842465 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -7843242.500000 Penalty: 3615.570801
	Iteration 7Q: 3 clusters Score -7843242 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -7844175.500000 Penalty: 3615.570801
	Iteration 8Q: 3 clusters Score -7844176 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -7845358.000000 Penalty: 3615.570801
	Iteration 9Q: 3 clusters Score -7845358 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -7847082.000000 Penalty: 3615.570801
	Iteration 10Q: 3 clusters Score -7847082 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -7849333.000000 Penalty: 3615.570801
	Iteration 11F: 3 clusters Score -7849333 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -7851868.000000 Penalty: 3615.570801
	Iteration 12F: 3 clusters Score -7851868 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -7853934.500000 Penalty: 3615.570801
	Iteration 13F: 3 clusters Score -7853934 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -7855230.500000 Penalty: 3615.570801
	Iteration 14Q: 3 clusters Score -7855230 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -7855999.500000 Penalty: 3615.570801
	Iteration 15Q: 3 clusters Score -7856000 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -7856378.500000 Penalty: 3615.570801
	Iteration 16Q: 3 clusters Score -7856378 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -7856753.000000 Penalty: 3615.570801
	Iteration 17Q: 3 clusters Score -7856753 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -7857094.000000 Penalty: 3615.570801
	Iteration 18Q: 3 clusters Score -7857094 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -7857408.500000 Penalty: 3615.570801
	Iteration 19Q: 3 clusters Score -7857408 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -7857814.500000 Penalty: 3615.570801
	Iteration 20F: 3 clusters Score -7857814 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -7858258.500000 Penalty: 3615.570801
	Iteration 21Q: 3 clusters Score -7858258 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -7858693.000000 Penalty: 3615.570801
	Iteration 22Q: 3 clusters Score -7858693 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -7859141.000000 Penalty: 3615.570801
	Iteration 23Q: 3 clusters Score -7859141 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -7859659.000000 Penalty: 3615.570801
	Iteration 24Q: 3 clusters Score -7859659 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -7860222.000000 Penalty: 3615.570801
	Iteration 25Q: 3 clusters Score -7860222 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -7860775.000000 Penalty: 3615.570801
	Iteration 26Q: 3 clusters Score -7860775 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -7861350.000000 Penalty: 3615.570801
	Iteration 27Q: 3 clusters Score -7861350 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -7861935.000000 Penalty: 3615.570801
	Iteration 28Q: 3 clusters Score -7861935 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -7862507.000000 Penalty: 3615.570801
	Iteration 29Q: 3 clusters Score -7862507 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -7863020.500000 Penalty: 3615.570801
	Iteration 30Q: 3 clusters Score -7863020 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -7863465.500000 Penalty: 3615.570801
	Iteration 31Q: 3 clusters Score -7863466 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -7863825.000000 Penalty: 3615.570801
	Iteration 32Q: 3 clusters Score -7863825 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -7864187.000000 Penalty: 3615.570801
	Iteration 33Q: 3 clusters Score -7864187 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -7864451.500000 Penalty: 3615.570801
	Iteration 34Q: 3 clusters Score -7864452 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -7864576.500000 Penalty: 3615.570801
	Iteration 35Q: 3 clusters Score -7864576 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -7864683.500000 Penalty: 3615.570801
	Iteration 36Q: 3 clusters Score -7864684 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -7864741.500000 Penalty: 3615.570801
	Iteration 37Q: 3 clusters Score -7864742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 67049 members 
Entering Unmasked Estep 
Score: -7864820.000000 Penalty: 3615.570801
	Iteration 38Q: 3 clusters Score -7864820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -7864866.500000 Penalty: 3615.570801
	Iteration 39Q: 3 clusters Score -7864866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -7864896.000000 Penalty: 3615.570801
	Iteration 40F: 3 clusters Score -7864896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 67217 members 
Entering Unmasked Estep 
Score: -7864920.500000 Penalty: 3615.570801
	Iteration 41Q: 3 clusters Score -7864920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -7864935.000000 Penalty: 3615.570801
	Iteration 42Q: 3 clusters Score -7864935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -7864944.500000 Penalty: 3615.570801
	Iteration 43Q: 3 clusters Score -7864944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -7864958.000000 Penalty: 3615.570801
	Iteration 44Q: 3 clusters Score -7864958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -7864960.000000 Penalty: 3615.570801
	Iteration 45Q: 3 clusters Score -7864960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -7864960.500000 Penalty: 3615.570801
	Iteration 46Q: 3 clusters Score -7864960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -7864961.000000 Penalty: 3615.570801
	Iteration 47Q: 3 clusters Score -7864961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -7864964.500000 Penalty: 3615.570801
	Iteration 48Q: 3 clusters Score -7864964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -7864971.000000 Penalty: 3615.570801
	Iteration 49Q: 3 clusters Score -7864971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -7864973.500000 Penalty: 3615.570801
	Iteration 50Q: 3 clusters Score -7864974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -7864983.500000 Penalty: 3615.570801
	Iteration 51Q: 3 clusters Score -7864984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -7864986.000000 Penalty: 3615.570801
	Iteration 52Q: 3 clusters Score -7864986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -7864988.500000 Penalty: 3615.570801
	Iteration 53Q: 3 clusters Score -7864988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 67337 members 
Entering Unmasked Estep 
Score: -7864998.500000 Penalty: 3615.570801
	Iteration 54Q: 3 clusters Score -7864998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -7864995.000000 Penalty: 3615.570801
	Iteration 55Q: 3 clusters Score -7864995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -7864995.500000 Penalty: 3615.570801
	Iteration 56Q: 3 clusters Score -7864996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -7865002.500000 Penalty: 3615.570801
	Iteration 57Q: 3 clusters Score -7865002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -7865008.500000 Penalty: 3615.570801
	Iteration 58Q: 3 clusters Score -7865008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -7865008.500000 Penalty: 3615.570801
	Iteration 59Q: 3 clusters Score -7865008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -7865013.000000 Penalty: 3615.570801
	Iteration 60F: 3 clusters Score -7865013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 67387 members 
Entering Unmasked Estep 
Score: -7865011.000000 Penalty: 3615.570801
	Iteration 61Q: 3 clusters Score -7865011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -7865010.500000 Penalty: 3615.570801
	Iteration 62Q: 3 clusters Score -7865010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -7865008.000000 Penalty: 3615.570801
	Iteration 63Q: 3 clusters Score -7865008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -7865008.000000 Penalty: 3615.570801
	Iteration 64F: 3 clusters Score -7865008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -475809.250000 Penalty: 1353.177002
	Iteration 0F: 2 clusters Score -475809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -472352.000000 Penalty: 2706.354004
	Iteration 0F: 3 clusters Score -472352 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -473279.468750 Penalty: 2706.354004
	Iteration 1F: 3 clusters Score -473279.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -473465.468750 Penalty: 2706.354004
	Iteration 2F: 3 clusters Score -473465.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -473573.937500 Penalty: 2706.354004
	Iteration 3F: 3 clusters Score -473573.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -473671.156250 Penalty: 2706.354004
	Iteration 4Q: 3 clusters Score -473671.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -473749.781250 Penalty: 2706.354004
	Iteration 5Q: 3 clusters Score -473749.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -473822.000000 Penalty: 2706.354004
	Iteration 6Q: 3 clusters Score -473822 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -473892.750000 Penalty: 2706.354004
	Iteration 7Q: 3 clusters Score -473892.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -473960.125000 Penalty: 2706.354004
	Iteration 8Q: 3 clusters Score -473960.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -474018.187500 Penalty: 2706.354004
	Iteration 9Q: 3 clusters Score -474018.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -474065.687500 Penalty: 2706.354004
	Iteration 10Q: 3 clusters Score -474065.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -474111.281250 Penalty: 2706.354004
	Iteration 11Q: 3 clusters Score -474111.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -474152.187500 Penalty: 2706.354004
	Iteration 12Q: 3 clusters Score -474152.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -474193.750000 Penalty: 2706.354004
	Iteration 13Q: 3 clusters Score -474193.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -474241.687500 Penalty: 2706.354004
	Iteration 14Q: 3 clusters Score -474241.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -474298.093750 Penalty: 2706.354004
	Iteration 15Q: 3 clusters Score -474298.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -474348.000000 Penalty: 2706.354004
	Iteration 16Q: 3 clusters Score -474348 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -474399.968750 Penalty: 2706.354004
	Iteration 17Q: 3 clusters Score -474400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -474443.281250 Penalty: 2706.354004
	Iteration 18Q: 3 clusters Score -474443.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -474487.750000 Penalty: 2706.354004
	Iteration 19Q: 3 clusters Score -474487.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -474539.343750 Penalty: 2706.354004
	Iteration 20F: 3 clusters Score -474539.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -474581.687500 Penalty: 2706.354004
	Iteration 21Q: 3 clusters Score -474581.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -474615.218750 Penalty: 2706.354004
	Iteration 22Q: 3 clusters Score -474615.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -474641.093750 Penalty: 2706.354004
	Iteration 23Q: 3 clusters Score -474641.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -474656.125000 Penalty: 2706.354004
	Iteration 24Q: 3 clusters Score -474656.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -474669.906250 Penalty: 2706.354004
	Iteration 25Q: 3 clusters Score -474669.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -474680.156250 Penalty: 2706.354004
	Iteration 26Q: 3 clusters Score -474680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -474686.062500 Penalty: 2706.354004
	Iteration 27Q: 3 clusters Score -474686.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -474693.531250 Penalty: 2706.354004
	Iteration 28Q: 3 clusters Score -474693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -474700.312500 Penalty: 2706.354004
	Iteration 29Q: 3 clusters Score -474700.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -474713.000000 Penalty: 2706.354004
	Iteration 30Q: 3 clusters Score -474713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -474721.343750 Penalty: 2706.354004
	Iteration 31Q: 3 clusters Score -474721.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -474726.031250 Penalty: 2706.354004
	Iteration 32Q: 3 clusters Score -474726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -474727.875000 Penalty: 2706.354004
	Iteration 33Q: 3 clusters Score -474727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -474728.437500 Penalty: 2706.354004
	Iteration 34Q: 3 clusters Score -474728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -474729.156250 Penalty: 2706.354004
	Iteration 35Q: 3 clusters Score -474729.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -474729.156250 Penalty: 2706.354004
	Iteration 36F: 3 clusters Score -474729.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 13768 members 
Mstep: Class 3 contains 15467 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 107913 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 46918 members 
Mstep: Class 10 contains 12889 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90170 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26790 members 
Mstep: Class 15 contains 12851 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 132519 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 111614 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3073 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 67835 members 
Mstep: Class 28 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212264.000000 Penalty: 61608.199219
Iteration 359Q: 29 clusters Score -8.621226e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 13769 members 
Mstep: Class 3 contains 15472 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 108075 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 46682 members 
Mstep: Class 10 contains 12885 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90138 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26791 members 
Mstep: Class 15 contains 12854 members 
Mstep: Class 16 contains 13598 members 
Mstep: Class 17 contains 132547 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3282 members 
Mstep: Class 21 contains 111689 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3074 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2593 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 67838 members 
Mstep: Class 28 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212272.000000 Penalty: 61608.199219
Iteration 360F: 29 clusters Score -8.621227e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 108212 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 46423 members 
Mstep: Class 10 contains 12885 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90119 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26790 members 
Mstep: Class 15 contains 12856 members 
Mstep: Class 16 contains 13597 members 
Mstep: Class 17 contains 132571 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 111793 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2593 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 67850 members 
Mstep: Class 28 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212216.000000 Penalty: 61608.199219
Iteration 361Q: 29 clusters Score -8.621222e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 13766 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 108366 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 46163 members 
Mstep: Class 10 contains 12888 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90108 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26792 members 
Mstep: Class 15 contains 12853 members 
Mstep: Class 16 contains 13601 members 
Mstep: Class 17 contains 132598 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 111864 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 67871 members 
Mstep: Class 28 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212176.000000 Penalty: 61608.199219
Iteration 362Q: 29 clusters Score -8.621218e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 108553 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 45939 members 
Mstep: Class 10 contains 12890 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90076 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26794 members 
Mstep: Class 15 contains 12853 members 
Mstep: Class 16 contains 13610 members 
Mstep: Class 17 contains 132624 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 111876 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2593 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 67883 members 
Mstep: Class 28 contains 4121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212056.000000 Penalty: 61608.199219
Iteration 363Q: 29 clusters Score -8.621206e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 108779 members 
Mstep: Class 7 contains 3996 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 45701 members 
Mstep: Class 10 contains 12890 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90042 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26798 members 
Mstep: Class 15 contains 12853 members 
Mstep: Class 16 contains 13615 members 
Mstep: Class 17 contains 132647 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3282 members 
Mstep: Class 21 contains 111874 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2594 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 67896 members 
Mstep: Class 28 contains 4119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212080.000000 Penalty: 61608.199219
Iteration 364Q: 29 clusters Score -8.621208e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 108989 members 
Mstep: Class 7 contains 3999 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 45472 members 
Mstep: Class 10 contains 12892 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90047 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26801 members 
Mstep: Class 15 contains 12851 members 
Mstep: Class 16 contains 13620 members 
Mstep: Class 17 contains 132667 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 111857 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3068 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2594 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 67909 members 
Mstep: Class 28 contains 4116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212096.000000 Penalty: 61608.199219
Iteration 365Q: 29 clusters Score -8.62121e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 13768 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 109192 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 45260 members 
Mstep: Class 10 contains 12891 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90045 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26801 members 
Mstep: Class 15 contains 12849 members 
Mstep: Class 16 contains 13632 members 
Mstep: Class 17 contains 132695 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 111812 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3067 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2593 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 67921 members 
Mstep: Class 28 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211888.000000 Penalty: 61608.199219
Iteration 366Q: 29 clusters Score -8.621189e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 13770 members 
Mstep: Class 3 contains 15472 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 109394 members 
Mstep: Class 7 contains 3997 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 45056 members 
Mstep: Class 10 contains 12893 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90022 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26800 members 
Mstep: Class 15 contains 12847 members 
Mstep: Class 16 contains 13636 members 
Mstep: Class 17 contains 132729 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 111779 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3068 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 67938 members 
Mstep: Class 28 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211752.000000 Penalty: 61608.199219
Iteration 367Q: 29 clusters Score -8.621175e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 13770 members 
Mstep: Class 3 contains 15471 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 109557 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 44837 members 
Mstep: Class 10 contains 12899 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90034 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26802 members 
Mstep: Class 15 contains 12850 members 
Mstep: Class 16 contains 13641 members 
Mstep: Class 17 contains 132752 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 111773 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3071 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 67956 members 
Mstep: Class 28 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211536.000000 Penalty: 61608.199219
Iteration 368Q: 29 clusters Score -8.621154e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 13771 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 109727 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 44644 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90054 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26802 members 
Mstep: Class 15 contains 12848 members 
Mstep: Class 16 contains 13648 members 
Mstep: Class 17 contains 132773 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3285 members 
Mstep: Class 21 contains 111737 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3081 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2593 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 67974 members 
Mstep: Class 28 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211312.000000 Penalty: 61608.199219
Iteration 369Q: 29 clusters Score -8.621131e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 109902 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 44462 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90055 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26802 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 13650 members 
Mstep: Class 17 contains 132803 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3285 members 
Mstep: Class 21 contains 111704 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3082 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 67985 members 
Mstep: Class 28 contains 4107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211176.000000 Penalty: 61608.199219
Iteration 370Q: 29 clusters Score -8.621118e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 13771 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 110056 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 44274 members 
Mstep: Class 10 contains 12901 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90056 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26804 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 13652 members 
Mstep: Class 17 contains 132827 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3289 members 
Mstep: Class 21 contains 111695 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3083 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 68001 members 
Mstep: Class 28 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211096.000000 Penalty: 61608.199219
Iteration 371Q: 29 clusters Score -8.62111e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 13771 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 110194 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 44096 members 
Mstep: Class 10 contains 12902 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90056 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26805 members 
Mstep: Class 15 contains 12843 members 
Mstep: Class 16 contains 13657 members 
Mstep: Class 17 contains 132842 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3289 members 
Mstep: Class 21 contains 111689 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 68020 members 
Mstep: Class 28 contains 4105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210880.000000 Penalty: 61608.199219
Iteration 372Q: 29 clusters Score -8.621088e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 15482 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 110372 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 43900 members 
Mstep: Class 10 contains 12905 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90046 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26807 members 
Mstep: Class 15 contains 12839 members 
Mstep: Class 16 contains 13663 members 
Mstep: Class 17 contains 132843 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 111671 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3088 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4831 members 
Mstep: Class 27 contains 68036 members 
Mstep: Class 28 contains 4105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210768.000000 Penalty: 61608.199219
Iteration 373Q: 29 clusters Score -8.621077e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 15484 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 110544 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 43722 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90039 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26811 members 
Mstep: Class 15 contains 12839 members 
Mstep: Class 16 contains 13665 members 
Mstep: Class 17 contains 132872 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 111615 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3091 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 68051 members 
Mstep: Class 28 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210528.000000 Penalty: 61608.199219
Iteration 374Q: 29 clusters Score -8.621053e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 110696 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 43551 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90044 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26814 members 
Mstep: Class 15 contains 12841 members 
Mstep: Class 16 contains 13669 members 
Mstep: Class 17 contains 132889 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3294 members 
Mstep: Class 21 contains 111572 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2593 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 68068 members 
Mstep: Class 28 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210336.000000 Penalty: 61608.199219
Iteration 375Q: 29 clusters Score -8.621034e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 15477 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 110866 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 43374 members 
Mstep: Class 10 contains 12909 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90051 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26817 members 
Mstep: Class 15 contains 12838 members 
Mstep: Class 16 contains 13674 members 
Mstep: Class 17 contains 132917 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3297 members 
Mstep: Class 21 contains 111522 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3091 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2590 members 
Mstep: Class 26 contains 4839 members 
Mstep: Class 27 contains 68086 members 
Mstep: Class 28 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210096.000000 Penalty: 61608.199219
Iteration 376Q: 29 clusters Score -8.62101e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66098 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 15477 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 111010 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 43198 members 
Mstep: Class 10 contains 12914 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90088 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26821 members 
Mstep: Class 15 contains 12836 members 
Mstep: Class 16 contains 13683 members 
Mstep: Class 17 contains 132944 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3298 members 
Mstep: Class 21 contains 111455 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3091 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2589 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 68099 members 
Mstep: Class 28 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210024.000000 Penalty: 61608.199219
Iteration 377Q: 29 clusters Score -8.621002e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 13775 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 111123 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 43017 members 
Mstep: Class 10 contains 12914 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90129 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26825 members 
Mstep: Class 15 contains 12835 members 
Mstep: Class 16 contains 13690 members 
Mstep: Class 17 contains 132965 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 21 contains 111428 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2590 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 68114 members 
Mstep: Class 28 contains 4105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209976.000000 Penalty: 61608.199219
Iteration 378Q: 29 clusters Score -8.620998e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 13775 members 
Mstep: Class 3 contains 15468 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 111187 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 42838 members 
Mstep: Class 10 contains 12919 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90179 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26826 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 13693 members 
Mstep: Class 17 contains 132997 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 111434 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2590 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 68122 members 
Mstep: Class 28 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209912.000000 Penalty: 61608.199219
Iteration 379Q: 29 clusters Score -8.620991e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 15469 members 
Mstep: Class 4 contains 2013 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 111249 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 42666 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90240 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26828 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 13689 members 
Mstep: Class 17 contains 133015 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 111446 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3088 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 4828 members 
Mstep: Class 27 contains 68129 members 
Mstep: Class 28 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209776.000000 Penalty: 61608.199219
Iteration 380F: 29 clusters Score -8.620978e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 15466 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 111338 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 42495 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90311 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26829 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 13691 members 
Mstep: Class 17 contains 133044 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 111415 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 4828 members 
Mstep: Class 27 contains 68138 members 
Mstep: Class 28 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209664.000000 Penalty: 61608.199219
Iteration 381Q: 29 clusters Score -8.620966e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 15466 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 111445 members 
Mstep: Class 7 contains 3986 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 42341 members 
Mstep: Class 10 contains 12919 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90351 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26830 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 13694 members 
Mstep: Class 17 contains 133076 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3309 members 
Mstep: Class 21 contains 111379 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 4828 members 
Mstep: Class 27 contains 68141 members 
Mstep: Class 28 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209592.000000 Penalty: 61608.199219
Iteration 382Q: 29 clusters Score -8.620959e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 13780 members 
Mstep: Class 3 contains 15467 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 111511 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 42206 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90380 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26831 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 13697 members 
Mstep: Class 17 contains 133100 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 111368 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 68155 members 
Mstep: Class 28 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209312.000000 Penalty: 61608.199219
Iteration 383Q: 29 clusters Score -8.620931e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 13782 members 
Mstep: Class 3 contains 15469 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 111581 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 42065 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 90391 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 12831 members 
Mstep: Class 16 contains 13699 members 
Mstep: Class 17 contains 133126 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3315 members 
Mstep: Class 21 contains 111375 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 68164 members 
Mstep: Class 28 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209248.000000 Penalty: 61608.199219
Iteration 384Q: 29 clusters Score -8.620925e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 15471 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 111605 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 41947 members 
Mstep: Class 10 contains 12919 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90421 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26836 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 13699 members 
Mstep: Class 17 contains 133152 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3314 members 
Mstep: Class 21 contains 111384 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 68179 members 
Mstep: Class 28 contains 4102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209120.000000 Penalty: 61608.199219
Iteration 385Q: 29 clusters Score -8.620912e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 111650 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 41807 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90456 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26837 members 
Mstep: Class 15 contains 12833 members 
Mstep: Class 16 contains 13703 members 
Mstep: Class 17 contains 133171 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 111406 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 68190 members 
Mstep: Class 28 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208992.000000 Penalty: 61608.199219
Iteration 386Q: 29 clusters Score -8.620899e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 15477 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 111701 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 41676 members 
Mstep: Class 10 contains 12919 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90482 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26838 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 13706 members 
Mstep: Class 17 contains 133197 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 111412 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 68201 members 
Mstep: Class 28 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209032.000000 Penalty: 61608.199219
Iteration 387Q: 29 clusters Score -8.620903e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 111746 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 41538 members 
Mstep: Class 10 contains 12916 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90518 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26840 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 13709 members 
Mstep: Class 17 contains 133213 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 111434 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 68215 members 
Mstep: Class 28 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208872.000000 Penalty: 61608.199219
Iteration 388Q: 29 clusters Score -8.620887e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 111815 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 41394 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90553 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26842 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 13710 members 
Mstep: Class 17 contains 133227 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 111441 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 68230 members 
Mstep: Class 28 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208760.000000 Penalty: 61608.199219
Iteration 389Q: 29 clusters Score -8.620876e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 15471 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 111881 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 41238 members 
Mstep: Class 10 contains 12911 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90608 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26845 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 13713 members 
Mstep: Class 17 contains 133233 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 111454 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 68239 members 
Mstep: Class 28 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208632.000000 Penalty: 61608.199219
Iteration 390Q: 29 clusters Score -8.620863e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 15468 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 111940 members 
Mstep: Class 7 contains 3993 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 41088 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90651 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26845 members 
Mstep: Class 15 contains 12829 members 
Mstep: Class 16 contains 13715 members 
Mstep: Class 17 contains 133252 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 111471 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3088 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2590 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 68247 members 
Mstep: Class 28 contains 4099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208560.000000 Penalty: 61608.199219
Iteration 391Q: 29 clusters Score -8.620856e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 15468 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 111989 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 40933 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90704 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26845 members 
Mstep: Class 15 contains 12827 members 
Mstep: Class 16 contains 13717 members 
Mstep: Class 17 contains 133267 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 111494 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2590 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 68258 members 
Mstep: Class 28 contains 4097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208584.000000 Penalty: 61608.199219
Iteration 392Q: 29 clusters Score -8.620858e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 15465 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 112054 members 
Mstep: Class 7 contains 3997 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 40794 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90746 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26849 members 
Mstep: Class 15 contains 12821 members 
Mstep: Class 16 contains 13720 members 
Mstep: Class 17 contains 133258 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 111504 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3096 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2588 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 68276 members 
Mstep: Class 28 contains 4094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208408.000000 Penalty: 61608.199219
Iteration 393Q: 29 clusters Score -8.620841e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 15464 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 112124 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 40662 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90774 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26850 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 13725 members 
Mstep: Class 17 contains 133257 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3317 members 
Mstep: Class 21 contains 111510 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3096 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2585 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 68294 members 
Mstep: Class 28 contains 4093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208368.000000 Penalty: 61608.199219
Iteration 394Q: 29 clusters Score -8.620837e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 15463 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 112184 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 40502 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90806 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26851 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 13727 members 
Mstep: Class 17 contains 133252 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 111545 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2584 members 
Mstep: Class 26 contains 4817 members 
Mstep: Class 27 contains 68306 members 
Mstep: Class 28 contains 4089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208272.000000 Penalty: 61608.199219
Iteration 395Q: 29 clusters Score -8.620827e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 15461 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 112219 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 40341 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90836 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26851 members 
Mstep: Class 15 contains 12813 members 
Mstep: Class 16 contains 13726 members 
Mstep: Class 17 contains 133262 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3324 members 
Mstep: Class 21 contains 111604 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3099 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2583 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 68321 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208240.000000 Penalty: 61608.199219
Iteration 396Q: 29 clusters Score -8.620824e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 15459 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 112289 members 
Mstep: Class 7 contains 4019 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 40155 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90860 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26852 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 16 contains 13726 members 
Mstep: Class 17 contains 133266 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3325 members 
Mstep: Class 21 contains 111678 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2583 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 68339 members 
Mstep: Class 28 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208040.000000 Penalty: 61608.199219
Iteration 397Q: 29 clusters Score -8.620804e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 15460 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 112354 members 
Mstep: Class 7 contains 4025 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 39989 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90892 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26853 members 
Mstep: Class 15 contains 12809 members 
Mstep: Class 16 contains 13728 members 
Mstep: Class 17 contains 133273 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3327 members 
Mstep: Class 21 contains 111718 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2583 members 
Mstep: Class 26 contains 4817 members 
Mstep: Class 27 contains 68348 members 
Mstep: Class 28 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207992.000000 Penalty: 61608.199219
Iteration 398Q: 29 clusters Score -8.620799e+07 nChanged 569
Entering ConstructFrom: 
Score: -86207992.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (66258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Entering Unmasked Estep 
Score: -7712360.000000 Penalty: 1803.963135
	Iteration 0F: 2 clusters Score -7712360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -7668179.500000 Penalty: 3607.926270
	Iteration 0F: 3 clusters Score -7668180 nChanged 31548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -7686286.000000 Penalty: 3607.926270
	Iteration 1F: 3 clusters Score -7686286 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -7686886.500000 Penalty: 3607.926270
	Iteration 2Q: 3 clusters Score -7686886 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -7687631.500000 Penalty: 3607.926270
	Iteration 3Q: 3 clusters Score -7687632 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -7688298.000000 Penalty: 3607.926270
	Iteration 4Q: 3 clusters Score -7688298 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -7689203.500000 Penalty: 3607.926270
	Iteration 5Q: 3 clusters Score -7689204 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -7690397.000000 Penalty: 3607.926270
	Iteration 6Q: 3 clusters Score -7690397 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -7691939.500000 Penalty: 3607.926270
	Iteration 7Q: 3 clusters Score -7691940 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -7694134.500000 Penalty: 3607.926270
	Iteration 8F: 3 clusters Score -7694134 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -7697069.000000 Penalty: 3607.926270
	Iteration 9F: 3 clusters Score -7697069 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7699899.000000 Penalty: 3607.926270
	Iteration 10F: 3 clusters Score -7699899 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -7701664.500000 Penalty: 3607.926270
	Iteration 11Q: 3 clusters Score -7701664 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -7702500.500000 Penalty: 3607.926270
	Iteration 12Q: 3 clusters Score -7702500 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -7702993.500000 Penalty: 3607.926270
	Iteration 13Q: 3 clusters Score -7702994 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -7703356.000000 Penalty: 3607.926270
	Iteration 14Q: 3 clusters Score -7703356 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -7703719.000000 Penalty: 3607.926270
	Iteration 15Q: 3 clusters Score -7703719 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -7704096.500000 Penalty: 3607.926270
	Iteration 16Q: 3 clusters Score -7704096 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -7704494.000000 Penalty: 3607.926270
	Iteration 17Q: 3 clusters Score -7704494 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -7704850.000000 Penalty: 3607.926270
	Iteration 18Q: 3 clusters Score -7704850 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -7705202.500000 Penalty: 3607.926270
	Iteration 19Q: 3 clusters Score -7705202 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -7705533.000000 Penalty: 3607.926270
	Iteration 20F: 3 clusters Score -7705533 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -7705830.500000 Penalty: 3607.926270
	Iteration 21Q: 3 clusters Score -7705830 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -7706163.000000 Penalty: 3607.926270
	Iteration 22Q: 3 clusters Score -7706163 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -7706513.500000 Penalty: 3607.926270
	Iteration 23Q: 3 clusters Score -7706514 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -7706813.000000 Penalty: 3607.926270
	Iteration 24Q: 3 clusters Score -7706813 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -7707139.000000 Penalty: 3607.926270
	Iteration 25Q: 3 clusters Score -7707139 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -7707488.000000 Penalty: 3607.926270
	Iteration 26Q: 3 clusters Score -7707488 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -7707742.000000 Penalty: 3607.926270
	Iteration 27Q: 3 clusters Score -7707742 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -7708063.500000 Penalty: 3607.926270
	Iteration 28Q: 3 clusters Score -7708064 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -7708355.500000 Penalty: 3607.926270
	Iteration 29Q: 3 clusters Score -7708356 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -7708649.500000 Penalty: 3607.926270
	Iteration 30Q: 3 clusters Score -7708650 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -7708932.000000 Penalty: 3607.926270
	Iteration 31Q: 3 clusters Score -7708932 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -7709195.500000 Penalty: 3607.926270
	Iteration 32Q: 3 clusters Score -7709196 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -7709458.000000 Penalty: 3607.926270
	Iteration 33Q: 3 clusters Score -7709458 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -7709731.000000 Penalty: 3607.926270
	Iteration 34Q: 3 clusters Score -7709731 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -7709923.500000 Penalty: 3607.926270
	Iteration 35Q: 3 clusters Score -7709924 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -7710061.500000 Penalty: 3607.926270
	Iteration 36Q: 3 clusters Score -7710062 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -7710229.500000 Penalty: 3607.926270
	Iteration 37Q: 3 clusters Score -7710230 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -7710353.500000 Penalty: 3607.926270
	Iteration 38Q: 3 clusters Score -7710354 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -7710430.000000 Penalty: 3607.926270
	Iteration 39Q: 3 clusters Score -7710430 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -7710499.000000 Penalty: 3607.926270
	Iteration 40F: 3 clusters Score -7710499 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -7710585.500000 Penalty: 3607.926270
	Iteration 41Q: 3 clusters Score -7710586 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -7710650.500000 Penalty: 3607.926270
	Iteration 42Q: 3 clusters Score -7710650 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -7710726.000000 Penalty: 3607.926270
	Iteration 43Q: 3 clusters Score -7710726 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -7710796.000000 Penalty: 3607.926270
	Iteration 44Q: 3 clusters Score -7710796 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -7710848.500000 Penalty: 3607.926270
	Iteration 45Q: 3 clusters Score -7710848 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -7710915.000000 Penalty: 3607.926270
	Iteration 46Q: 3 clusters Score -7710915 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -7710975.000000 Penalty: 3607.926270
	Iteration 47Q: 3 clusters Score -7710975 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -7711015.000000 Penalty: 3607.926270
	Iteration 48Q: 3 clusters Score -7711015 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -7711046.500000 Penalty: 3607.926270
	Iteration 49Q: 3 clusters Score -7711046 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -7711107.500000 Penalty: 3607.926270
	Iteration 50Q: 3 clusters Score -7711108 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -7711162.000000 Penalty: 3607.926270
	Iteration 51Q: 3 clusters Score -7711162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 63607 members 
Entering Unmasked Estep 
Score: -7711218.500000 Penalty: 3607.926270
	Iteration 52Q: 3 clusters Score -7711218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -7711298.000000 Penalty: 3607.926270
	Iteration 53Q: 3 clusters Score -7711298 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -7711347.500000 Penalty: 3607.926270
	Iteration 54Q: 3 clusters Score -7711348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -7711384.000000 Penalty: 3607.926270
	Iteration 55Q: 3 clusters Score -7711384 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -7711411.500000 Penalty: 3607.926270
	Iteration 56Q: 3 clusters Score -7711412 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -7711416.000000 Penalty: 3607.926270
	Iteration 57Q: 3 clusters Score -7711416 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -7711448.500000 Penalty: 3607.926270
	Iteration 58Q: 3 clusters Score -7711448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -7711459.500000 Penalty: 3607.926270
	Iteration 59Q: 3 clusters Score -7711460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -7711483.000000 Penalty: 3607.926270
	Iteration 60F: 3 clusters Score -7711483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -7711502.000000 Penalty: 3607.926270
	Iteration 61Q: 3 clusters Score -7711502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -7711512.000000 Penalty: 3607.926270
	Iteration 62Q: 3 clusters Score -7711512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -7711534.500000 Penalty: 3607.926270
	Iteration 63Q: 3 clusters Score -7711534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -7711534.000000 Penalty: 3607.926270
	Iteration 64Q: 3 clusters Score -7711534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -7711541.000000 Penalty: 3607.926270
	Iteration 65Q: 3 clusters Score -7711541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -7711546.500000 Penalty: 3607.926270
	Iteration 66Q: 3 clusters Score -7711546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -7711562.000000 Penalty: 3607.926270
	Iteration 67Q: 3 clusters Score -7711562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -7711568.500000 Penalty: 3607.926270
	Iteration 68Q: 3 clusters Score -7711568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -7711571.000000 Penalty: 3607.926270
	Iteration 69Q: 3 clusters Score -7711571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -7711566.500000 Penalty: 3607.926270
	Iteration 70Q: 3 clusters Score -7711566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 64600 members 
Entering Unmasked Estep 
Score: -7711571.000000 Penalty: 3607.926270
	Iteration 71Q: 3 clusters Score -7711571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -7711571.500000 Penalty: 3607.926270
	Iteration 72Q: 3 clusters Score -7711572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -7711574.500000 Penalty: 3607.926270
	Iteration 73Q: 3 clusters Score -7711574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -7711573.500000 Penalty: 3607.926270
	Iteration 74Q: 3 clusters Score -7711574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -7711569.500000 Penalty: 3607.926270
	Iteration 75Q: 3 clusters Score -7711570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -7711569.500000 Penalty: 3607.926270
	Iteration 76F: 3 clusters Score -7711570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Entering Unmasked Estep 
Score: -1609439.250000 Penalty: 1548.818481
	Iteration 0F: 2 clusters Score -1609439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1599781.750000 Penalty: 3097.636963
	Iteration 0F: 3 clusters Score -1599782 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1603124.375000 Penalty: 3097.636963
	Iteration 1F: 3 clusters Score -1603124 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1603395.125000 Penalty: 3097.636963
	Iteration 2F: 3 clusters Score -1603395 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1603589.875000 Penalty: 3097.636963
	Iteration 3Q: 3 clusters Score -1603590 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1603777.750000 Penalty: 3097.636963
	Iteration 4Q: 3 clusters Score -1603778 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1603985.250000 Penalty: 3097.636963
	Iteration 5Q: 3 clusters Score -1603985 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1604237.625000 Penalty: 3097.636963
	Iteration 6Q: 3 clusters Score -1604238 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1604549.375000 Penalty: 3097.636963
	Iteration 7Q: 3 clusters Score -1604549 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1604963.750000 Penalty: 3097.636963
	Iteration 8Q: 3 clusters Score -1604964 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1605458.625000 Penalty: 3097.636963
	Iteration 9F: 3 clusters Score -1605459 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1605939.375000 Penalty: 3097.636963
	Iteration 10Q: 3 clusters Score -1605939 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1606380.125000 Penalty: 3097.636963
	Iteration 11Q: 3 clusters Score -1606380 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1606702.375000 Penalty: 3097.636963
	Iteration 12Q: 3 clusters Score -1606702 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1606986.875000 Penalty: 3097.636963
	Iteration 13Q: 3 clusters Score -1606987 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1607180.875000 Penalty: 3097.636963
	Iteration 14Q: 3 clusters Score -1607181 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1607338.375000 Penalty: 3097.636963
	Iteration 15Q: 3 clusters Score -1607338 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1607485.375000 Penalty: 3097.636963
	Iteration 16Q: 3 clusters Score -1607485 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1607595.125000 Penalty: 3097.636963
	Iteration 17Q: 3 clusters Score -1607595 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1607678.750000 Penalty: 3097.636963
	Iteration 18Q: 3 clusters Score -1607679 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1607724.500000 Penalty: 3097.636963
	Iteration 19Q: 3 clusters Score -1607724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1607773.875000 Penalty: 3097.636963
	Iteration 20F: 3 clusters Score -1607774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1607813.375000 Penalty: 3097.636963
	Iteration 21Q: 3 clusters Score -1607813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1607837.250000 Penalty: 3097.636963
	Iteration 22Q: 3 clusters Score -1607837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1607860.000000 Penalty: 3097.636963
	Iteration 23Q: 3 clusters Score -1607860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1607879.500000 Penalty: 3097.636963
	Iteration 24Q: 3 clusters Score -1607880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1607899.125000 Penalty: 3097.636963
	Iteration 25Q: 3 clusters Score -1607899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1607923.125000 Penalty: 3097.636963
	Iteration 26Q: 3 clusters Score -1607923 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1607949.250000 Penalty: 3097.636963
	Iteration 27Q: 3 clusters Score -1607949 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1607968.625000 Penalty: 3097.636963
	Iteration 28Q: 3 clusters Score -1607969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1607983.875000 Penalty: 3097.636963
	Iteration 29Q: 3 clusters Score -1607984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1608004.125000 Penalty: 3097.636963
	Iteration 30Q: 3 clusters Score -1608004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1608031.625000 Penalty: 3097.636963
	Iteration 31Q: 3 clusters Score -1608032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1608048.250000 Penalty: 3097.636963
	Iteration 32Q: 3 clusters Score -1608048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1608055.125000 Penalty: 3097.636963
	Iteration 33Q: 3 clusters Score -1608055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1608059.500000 Penalty: 3097.636963
	Iteration 34Q: 3 clusters Score -1608060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1608069.375000 Penalty: 3097.636963
	Iteration 35Q: 3 clusters Score -1608069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1608075.500000 Penalty: 3097.636963
	Iteration 36Q: 3 clusters Score -1608076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1608082.750000 Penalty: 3097.636963
	Iteration 37Q: 3 clusters Score -1608083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1608089.250000 Penalty: 3097.636963
	Iteration 38Q: 3 clusters Score -1608089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1608094.750000 Penalty: 3097.636963
	Iteration 39Q: 3 clusters Score -1608095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1608097.500000 Penalty: 3097.636963
	Iteration 40F: 3 clusters Score -1608098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1608099.375000 Penalty: 3097.636963
	Iteration 41Q: 3 clusters Score -1608099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1608101.625000 Penalty: 3097.636963
	Iteration 42Q: 3 clusters Score -1608102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1608105.875000 Penalty: 3097.636963
	Iteration 43Q: 3 clusters Score -1608106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1608105.750000 Penalty: 3097.636963
	Iteration 44Q: 3 clusters Score -1608106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1608107.125000 Penalty: 3097.636963
	Iteration 45Q: 3 clusters Score -1608107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1608107.625000 Penalty: 3097.636963
	Iteration 46Q: 3 clusters Score -1608108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1608108.750000 Penalty: 3097.636963
	Iteration 47Q: 3 clusters Score -1608109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1608108.375000 Penalty: 3097.636963
	Iteration 48Q: 3 clusters Score -1608108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1608109.375000 Penalty: 3097.636963
	Iteration 49Q: 3 clusters Score -1608109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1608109.375000 Penalty: 3097.636963
	Iteration 50F: 3 clusters Score -1608109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Entering Unmasked Estep 
Score: -1804355.750000 Penalty: 1567.466309
	Iteration 0F: 2 clusters Score -1804356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1793678.625000 Penalty: 3134.932617
	Iteration 0F: 3 clusters Score -1793679 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1797472.875000 Penalty: 3134.932617
	Iteration 1F: 3 clusters Score -1797473 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1797796.375000 Penalty: 3134.932617
	Iteration 2F: 3 clusters Score -1797796 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1798142.875000 Penalty: 3134.932617
	Iteration 3F: 3 clusters Score -1798143 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1798587.250000 Penalty: 3134.932617
	Iteration 4F: 3 clusters Score -1798587 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1799205.375000 Penalty: 3134.932617
	Iteration 5F: 3 clusters Score -1799205 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1800010.875000 Penalty: 3134.932617
	Iteration 6F: 3 clusters Score -1800011 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1800903.750000 Penalty: 3134.932617
	Iteration 7F: 3 clusters Score -1800904 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1801642.500000 Penalty: 3134.932617
	Iteration 8F: 3 clusters Score -1801642 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1802189.125000 Penalty: 3134.932617
	Iteration 9Q: 3 clusters Score -1802189 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1802514.625000 Penalty: 3134.932617
	Iteration 10Q: 3 clusters Score -1802515 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1802716.250000 Penalty: 3134.932617
	Iteration 11Q: 3 clusters Score -1802716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1802825.375000 Penalty: 3134.932617
	Iteration 12Q: 3 clusters Score -1802825 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1802893.500000 Penalty: 3134.932617
	Iteration 13Q: 3 clusters Score -1802894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1802939.250000 Penalty: 3134.932617
	Iteration 14Q: 3 clusters Score -1802939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1802967.500000 Penalty: 3134.932617
	Iteration 15Q: 3 clusters Score -1802968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1802988.500000 Penalty: 3134.932617
	Iteration 16Q: 3 clusters Score -1802988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1803003.500000 Penalty: 3134.932617
	Iteration 17Q: 3 clusters Score -1803004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1803022.375000 Penalty: 3134.932617
	Iteration 18Q: 3 clusters Score -1803022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1803026.750000 Penalty: 3134.932617
	Iteration 19Q: 3 clusters Score -1803027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1803028.875000 Penalty: 3134.932617
	Iteration 20F: 3 clusters Score -1803029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1803034.500000 Penalty: 3134.932617
	Iteration 21Q: 3 clusters Score -1803034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1803040.250000 Penalty: 3134.932617
	Iteration 22Q: 3 clusters Score -1803040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1803045.000000 Penalty: 3134.932617
	Iteration 23Q: 3 clusters Score -1803045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1803044.750000 Penalty: 3134.932617
	Iteration 24Q: 3 clusters Score -1803045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1803044.750000 Penalty: 3134.932617
	Iteration 25F: 3 clusters Score -1803045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -222287.687500 Penalty: 1236.037964
	Iteration 0F: 2 clusters Score -222287.7 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 1030 members 
Entering Unmasked Estep 
Score: -220201.187500 Penalty: 2472.075928
	Iteration 0F: 3 clusters Score -220201.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -220679.828125 Penalty: 2472.075928
	Iteration 1F: 3 clusters Score -220679.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -220770.562500 Penalty: 2472.075928
	Iteration 2F: 3 clusters Score -220770.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -220811.156250 Penalty: 2472.075928
	Iteration 3Q: 3 clusters Score -220811.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -220833.656250 Penalty: 2472.075928
	Iteration 4Q: 3 clusters Score -220833.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -220845.031250 Penalty: 2472.075928
	Iteration 5Q: 3 clusters Score -220845 nChanged 21
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: -220855.796875 Penalty: 2472.075928
	Iteration 6Q: 3 clusters Score -220855.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -220862.828125 Penalty: 2472.075928
	Iteration 7Q: 3 clusters Score -220862.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -220869.500000 Penalty: 2472.075928
	Iteration 8Q: 3 clusters Score -220869.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -220874.000000 Penalty: 2472.075928
	Iteration 9Q: 3 clusters Score -220874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -220878.875000 Penalty: 2472.075928
	Iteration 10Q: 3 clusters Score -220878.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -220885.796875 Penalty: 2472.075928
	Iteration 11Q: 3 clusters Score -220885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -220889.875000 Penalty: 2472.075928
	Iteration 12Q: 3 clusters Score -220889.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -220894.859375 Penalty: 2472.075928
	Iteration 13Q: 3 clusters Score -220894.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -220898.437500 Penalty: 2472.075928
	Iteration 14Q: 3 clusters Score -220898.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -220900.125000 Penalty: 2472.075928
	Iteration 15Q: 3 clusters Score -220900.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -220902.593750 Penalty: 2472.075928
	Iteration 16Q: 3 clusters Score -220902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -220905.187500 Penalty: 2472.075928
	Iteration 17Q: 3 clusters Score -220905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -220907.046875 Penalty: 2472.075928
	Iteration 18Q: 3 clusters Score -220907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -220913.453125 Penalty: 2472.075928
	Iteration 19Q: 3 clusters Score -220913.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -220919.062500 Penalty: 2472.075928
	Iteration 20F: 3 clusters Score -220919.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -220923.031250 Penalty: 2472.075928
	Iteration 21Q: 3 clusters Score -220923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -220927.312500 Penalty: 2472.075928
	Iteration 22Q: 3 clusters Score -220927.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -220929.453125 Penalty: 2472.075928
	Iteration 23Q: 3 clusters Score -220929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -220930.156250 Penalty: 2472.075928
	Iteration 24Q: 3 clusters Score -220930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -220930.828125 Penalty: 2472.075928
	Iteration 25Q: 3 clusters Score -220930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -220931.718750 Penalty: 2472.075928
	Iteration 26Q: 3 clusters Score -220931.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -220932.593750 Penalty: 2472.075928
	Iteration 27Q: 3 clusters Score -220932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -220933.375000 Penalty: 2472.075928
	Iteration 28Q: 3 clusters Score -220933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -220934.203125 Penalty: 2472.075928
	Iteration 29Q: 3 clusters Score -220934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -220934.203125 Penalty: 2472.075928
	Iteration 30F: 3 clusters Score -220934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -428781.312500 Penalty: 1333.879883
	Iteration 0F: 2 clusters Score -428781.3 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 1822 members 
Entering Unmasked Estep 
Score: -425600.375000 Penalty: 2667.759766
	Iteration 0F: 3 clusters Score -425600.4 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -426390.281250 Penalty: 2667.759766
	Iteration 1F: 3 clusters Score -426390.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -426528.437500 Penalty: 2667.759766
	Iteration 2F: 3 clusters Score -426528.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -426607.125000 Penalty: 2667.759766
	Iteration 3Q: 3 clusters Score -426607.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -426658.437500 Penalty: 2667.759766
	Iteration 4Q: 3 clusters Score -426658.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -426711.156250 Penalty: 2667.759766
	Iteration 5Q: 3 clusters Score -426711.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -426754.406250 Penalty: 2667.759766
	Iteration 6Q: 3 clusters Score -426754.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -426802.156250 Penalty: 2667.759766
	Iteration 7Q: 3 clusters Score -426802.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -426848.000000 Penalty: 2667.759766
	Iteration 8Q: 3 clusters Score -426848 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -426888.250000 Penalty: 2667.759766
	Iteration 9Q: 3 clusters Score -426888.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -426932.937500 Penalty: 2667.759766
	Iteration 10Q: 3 clusters Score -426932.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -426979.687500 Penalty: 2667.759766
	Iteration 11Q: 3 clusters Score -426979.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -427018.406250 Penalty: 2667.759766
	Iteration 12Q: 3 clusters Score -427018.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -427055.750000 Penalty: 2667.759766
	Iteration 13Q: 3 clusters Score -427055.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -427094.468750 Penalty: 2667.759766
	Iteration 14Q: 3 clusters Score -427094.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -427125.375000 Penalty: 2667.759766
	Iteration 15Q: 3 clusters Score -427125.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -427165.593750 Penalty: 2667.759766
	Iteration 16Q: 3 clusters Score -427165.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -427210.250000 Penalty: 2667.759766
	Iteration 17Q: 3 clusters Score -427210.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -427257.093750 Penalty: 2667.759766
	Iteration 18Q: 3 clusters Score -427257.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -427307.656250 Penalty: 2667.759766
	Iteration 19Q: 3 clusters Score -427307.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -427365.125000 Penalty: 2667.759766
	Iteration 20F: 3 clusters Score -427365.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -427426.625000 Penalty: 2667.759766
	Iteration 21Q: 3 clusters Score -427426.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -427457.750000 Penalty: 2667.759766
	Iteration 22Q: 3 clusters Score -427457.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -427487.968750 Penalty: 2667.759766
	Iteration 23Q: 3 clusters Score -427488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -427513.343750 Penalty: 2667.759766
	Iteration 24Q: 3 clusters Score -427513.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -427531.875000 Penalty: 2667.759766
	Iteration 25Q: 3 clusters Score -427531.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -427545.875000 Penalty: 2667.759766
	Iteration 26Q: 3 clusters Score -427545.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -427557.250000 Penalty: 2667.759766
	Iteration 27Q: 3 clusters Score -427557.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -427566.750000 Penalty: 2667.759766
	Iteration 28Q: 3 clusters Score -427566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -427573.500000 Penalty: 2667.759766
	Iteration 29Q: 3 clusters Score -427573.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -427577.250000 Penalty: 2667.759766
	Iteration 30Q: 3 clusters Score -427577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -427579.031250 Penalty: 2667.759766
	Iteration 31Q: 3 clusters Score -427579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -427581.500000 Penalty: 2667.759766
	Iteration 32Q: 3 clusters Score -427581.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -427583.250000 Penalty: 2667.759766
	Iteration 33Q: 3 clusters Score -427583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -427584.625000 Penalty: 2667.759766
	Iteration 34Q: 3 clusters Score -427584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -427587.718750 Penalty: 2667.759766
	Iteration 35Q: 3 clusters Score -427587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -427588.937500 Penalty: 2667.759766
	Iteration 36Q: 3 clusters Score -427588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -427590.656250 Penalty: 2667.759766
	Iteration 37Q: 3 clusters Score -427590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -427591.343750 Penalty: 2667.759766
	Iteration 38Q: 3 clusters Score -427591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -427591.343750 Penalty: 2667.759766
	Iteration 39F: 3 clusters Score -427591.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112386 members 
Entering Unmasked Estep 
Score: -13137920.000000 Penalty: 1889.825439
	Iteration 0F: 2 clusters Score -1.313792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -13068830.000000 Penalty: 3779.650879
	Iteration 0F: 3 clusters Score -1.306883e+07 nChanged 53909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -13100409.000000 Penalty: 3779.650879
	Iteration 1F: 3 clusters Score -1.310041e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -13100947.000000 Penalty: 3779.650879
	Iteration 2Q: 3 clusters Score -1.310095e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -13101700.000000 Penalty: 3779.650879
	Iteration 3Q: 3 clusters Score -1.31017e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -13102733.000000 Penalty: 3779.650879
	Iteration 4Q: 3 clusters Score -1.310273e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -13104134.000000 Penalty: 3779.650879
	Iteration 5Q: 3 clusters Score -1.310413e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -13106457.000000 Penalty: 3779.650879
	Iteration 6Q: 3 clusters Score -1.310646e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -13110253.000000 Penalty: 3779.650879
	Iteration 7F: 3 clusters Score -1.311025e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -13115367.000000 Penalty: 3779.650879
	Iteration 8F: 3 clusters Score -1.311537e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -13120317.000000 Penalty: 3779.650879
	Iteration 9F: 3 clusters Score -1.312032e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -13123188.000000 Penalty: 3779.650879
	Iteration 10Q: 3 clusters Score -1.312319e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -13124406.000000 Penalty: 3779.650879
	Iteration 11Q: 3 clusters Score -1.312441e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -13125158.000000 Penalty: 3779.650879
	Iteration 12Q: 3 clusters Score -1.312516e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -13125730.000000 Penalty: 3779.650879
	Iteration 13Q: 3 clusters Score -1.312573e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -13126231.000000 Penalty: 3779.650879
	Iteration 14Q: 3 clusters Score -1.312623e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -13126888.000000 Penalty: 3779.650879
	Iteration 15Q: 3 clusters Score -1.312689e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -13127441.000000 Penalty: 3779.650879
	Iteration 16Q: 3 clusters Score -1.312744e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -13128244.000000 Penalty: 3779.650879
	Iteration 17Q: 3 clusters Score -1.312824e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 94210 members 
Entering Unmasked Estep 
Score: -13128983.000000 Penalty: 3779.650879
	Iteration 18Q: 3 clusters Score -1.312898e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 96269 members 
Entering Unmasked Estep 
Score: -13129662.000000 Penalty: 3779.650879
	Iteration 19Q: 3 clusters Score -1.312966e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 98121 members 
Entering Unmasked Estep 
Score: -13130202.000000 Penalty: 3779.650879
	Iteration 20F: 3 clusters Score -1.31302e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -13130681.000000 Penalty: 3779.650879
	Iteration 21Q: 3 clusters Score -1.313068e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -13131530.000000 Penalty: 3779.650879
	Iteration 22Q: 3 clusters Score -1.313153e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 102881 members 
Entering Unmasked Estep 
Score: -13132247.000000 Penalty: 3779.650879
	Iteration 23Q: 3 clusters Score -1.313225e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -13132935.000000 Penalty: 3779.650879
	Iteration 24Q: 3 clusters Score -1.313294e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -13133491.000000 Penalty: 3779.650879
	Iteration 25Q: 3 clusters Score -1.313349e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -13133938.000000 Penalty: 3779.650879
	Iteration 26Q: 3 clusters Score -1.313394e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 107575 members 
Entering Unmasked Estep 
Score: -13134590.000000 Penalty: 3779.650879
	Iteration 27Q: 3 clusters Score -1.313459e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 108407 members 
Entering Unmasked Estep 
Score: -13134989.000000 Penalty: 3779.650879
	Iteration 28Q: 3 clusters Score -1.313499e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 109070 members 
Entering Unmasked Estep 
Score: -13135262.000000 Penalty: 3779.650879
	Iteration 29Q: 3 clusters Score -1.313526e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -13135565.000000 Penalty: 3779.650879
	Iteration 30Q: 3 clusters Score -1.313556e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 110129 members 
Entering Unmasked Estep 
Score: -13135818.000000 Penalty: 3779.650879
	Iteration 31Q: 3 clusters Score -1.313582e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 110515 members 
Entering Unmasked Estep 
Score: -13136027.000000 Penalty: 3779.650879
	Iteration 32Q: 3 clusters Score -1.313603e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -13136168.000000 Penalty: 3779.650879
	Iteration 33Q: 3 clusters Score -1.313617e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 111049 members 
Entering Unmasked Estep 
Score: -13136281.000000 Penalty: 3779.650879
	Iteration 34Q: 3 clusters Score -1.313628e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 111225 members 
Entering Unmasked Estep 
Score: -13136349.000000 Penalty: 3779.650879
	Iteration 35Q: 3 clusters Score -1.313635e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 111357 members 
Entering Unmasked Estep 
Score: -13136433.000000 Penalty: 3779.650879
	Iteration 36Q: 3 clusters Score -1.313643e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 111454 members 
Entering Unmasked Estep 
Score: -13136469.000000 Penalty: 3779.650879
	Iteration 37Q: 3 clusters Score -1.313647e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 111530 members 
Entering Unmasked Estep 
Score: -13136521.000000 Penalty: 3779.650879
	Iteration 38Q: 3 clusters Score -1.313652e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 111577 members 
Entering Unmasked Estep 
Score: -13136548.000000 Penalty: 3779.650879
	Iteration 39Q: 3 clusters Score -1.313655e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 111611 members 
Entering Unmasked Estep 
Score: -13136536.000000 Penalty: 3779.650879
	Iteration 40F: 3 clusters Score -1.313654e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 111639 members 
Entering Unmasked Estep 
Score: -13136557.000000 Penalty: 3779.650879
	Iteration 41Q: 3 clusters Score -1.313656e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 111658 members 
Entering Unmasked Estep 
Score: -13136583.000000 Penalty: 3779.650879
	Iteration 42Q: 3 clusters Score -1.313658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 111669 members 
Entering Unmasked Estep 
Score: -13136599.000000 Penalty: 3779.650879
	Iteration 43Q: 3 clusters Score -1.31366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 111688 members 
Entering Unmasked Estep 
Score: -13136596.000000 Penalty: 3779.650879
	Iteration 44Q: 3 clusters Score -1.31366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 111703 members 
Entering Unmasked Estep 
Score: -13136603.000000 Penalty: 3779.650879
	Iteration 45Q: 3 clusters Score -1.31366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 111711 members 
Entering Unmasked Estep 
Score: -13136587.000000 Penalty: 3779.650879
	Iteration 46Q: 3 clusters Score -1.313659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 111716 members 
Entering Unmasked Estep 
Score: -13136592.000000 Penalty: 3779.650879
	Iteration 47Q: 3 clusters Score -1.313659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 111725 members 
Entering Unmasked Estep 
Score: -13136585.000000 Penalty: 3779.650879
	Iteration 48Q: 3 clusters Score -1.313658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 111726 members 
Entering Unmasked Estep 
Score: -13136587.000000 Penalty: 3779.650879
	Iteration 49Q: 3 clusters Score -1.313659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 111728 members 
Entering Unmasked Estep 
Score: -13136592.000000 Penalty: 3779.650879
	Iteration 50Q: 3 clusters Score -1.313659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 111728 members 
Entering Unmasked Estep 
Score: -13136598.000000 Penalty: 3779.650879
	Iteration 51Q: 3 clusters Score -1.31366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 111728 members 
Entering Unmasked Estep 
Score: -13136598.000000 Penalty: 3779.650879
	Iteration 52F: 3 clusters Score -1.31366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Entering Unmasked Estep 
Score: -470882.187500 Penalty: 1348.916626
	Iteration 0F: 2 clusters Score -470882.2 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 1962 members 
Entering Unmasked Estep 
Score: -467548.781250 Penalty: 2697.833252
	Iteration 0F: 3 clusters Score -467548.8 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -468410.125000 Penalty: 2697.833252
	Iteration 1F: 3 clusters Score -468410.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -468555.343750 Penalty: 2697.833252
	Iteration 2F: 3 clusters Score -468555.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -468630.781250 Penalty: 2697.833252
	Iteration 3Q: 3 clusters Score -468630.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -468682.531250 Penalty: 2697.833252
	Iteration 4Q: 3 clusters Score -468682.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -468731.843750 Penalty: 2697.833252
	Iteration 5Q: 3 clusters Score -468731.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -468776.500000 Penalty: 2697.833252
	Iteration 6Q: 3 clusters Score -468776.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -468819.250000 Penalty: 2697.833252
	Iteration 7Q: 3 clusters Score -468819.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -468855.875000 Penalty: 2697.833252
	Iteration 8Q: 3 clusters Score -468855.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -468895.312500 Penalty: 2697.833252
	Iteration 9Q: 3 clusters Score -468895.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -468939.062500 Penalty: 2697.833252
	Iteration 10Q: 3 clusters Score -468939.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -468983.093750 Penalty: 2697.833252
	Iteration 11Q: 3 clusters Score -468983.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -469026.187500 Penalty: 2697.833252
	Iteration 12Q: 3 clusters Score -469026.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -469071.968750 Penalty: 2697.833252
	Iteration 13Q: 3 clusters Score -469072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -469120.718750 Penalty: 2697.833252
	Iteration 14Q: 3 clusters Score -469120.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -469178.406250 Penalty: 2697.833252
	Iteration 15Q: 3 clusters Score -469178.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -469227.906250 Penalty: 2697.833252
	Iteration 16Q: 3 clusters Score -469227.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -469285.375000 Penalty: 2697.833252
	Iteration 17Q: 3 clusters Score -469285.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -469354.562500 Penalty: 2697.833252
	Iteration 18Q: 3 clusters Score -469354.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -469406.843750 Penalty: 2697.833252
	Iteration 19Q: 3 clusters Score -469406.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -469444.562500 Penalty: 2697.833252
	Iteration 20F: 3 clusters Score -469444.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -469480.000000 Penalty: 2697.833252
	Iteration 21Q: 3 clusters Score -469480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -469514.187500 Penalty: 2697.833252
	Iteration 22Q: 3 clusters Score -469514.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -469544.625000 Penalty: 2697.833252
	Iteration 23Q: 3 clusters Score -469544.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -469566.500000 Penalty: 2697.833252
	Iteration 24Q: 3 clusters Score -469566.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -469580.062500 Penalty: 2697.833252
	Iteration 25Q: 3 clusters Score -469580.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -469590.343750 Penalty: 2697.833252
	Iteration 26Q: 3 clusters Score -469590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -469597.812500 Penalty: 2697.833252
	Iteration 27Q: 3 clusters Score -469597.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -469604.531250 Penalty: 2697.833252
	Iteration 28Q: 3 clusters Score -469604.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -469609.031250 Penalty: 2697.833252
	Iteration 29Q: 3 clusters Score -469609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -469613.437500 Penalty: 2697.833252
	Iteration 30Q: 3 clusters Score -469613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -469614.968750 Penalty: 2697.833252
	Iteration 31Q: 3 clusters Score -469615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -469615.343750 Penalty: 2697.833252
	Iteration 32Q: 3 clusters Score -469615.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -469615.343750 Penalty: 2697.833252
	Iteration 33F: 3 clusters Score -469615.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -193537.156250 Penalty: 1207.778564
	Iteration 0F: 2 clusters Score -193537.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -191618.640625 Penalty: 2415.557129
	Iteration 0F: 3 clusters Score -191618.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -191984.375000 Penalty: 2415.557129
	Iteration 1F: 3 clusters Score -191984.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -192079.312500 Penalty: 2415.557129
	Iteration 2F: 3 clusters Score -192079.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -192124.484375 Penalty: 2415.557129
	Iteration 3Q: 3 clusters Score -192124.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -192162.250000 Penalty: 2415.557129
	Iteration 4Q: 3 clusters Score -192162.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -192188.609375 Penalty: 2415.557129
	Iteration 5Q: 3 clusters Score -192188.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -192211.328125 Penalty: 2415.557129
	Iteration 6Q: 3 clusters Score -192211.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -192230.765625 Penalty: 2415.557129
	Iteration 7Q: 3 clusters Score -192230.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -192243.109375 Penalty: 2415.557129
	Iteration 8Q: 3 clusters Score -192243.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -192258.046875 Penalty: 2415.557129
	Iteration 9Q: 3 clusters Score -192258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -192269.750000 Penalty: 2415.557129
	Iteration 10Q: 3 clusters Score -192269.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192283.984375 Penalty: 2415.557129
	Iteration 11Q: 3 clusters Score -192284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -192296.437500 Penalty: 2415.557129
	Iteration 12Q: 3 clusters Score -192296.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -192307.875000 Penalty: 2415.557129
	Iteration 13Q: 3 clusters Score -192307.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -192316.734375 Penalty: 2415.557129
	Iteration 14Q: 3 clusters Score -192316.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -192322.750000 Penalty: 2415.557129
	Iteration 15Q: 3 clusters Score -192322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -192325.406250 Penalty: 2415.557129
	Iteration 16Q: 3 clusters Score -192325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -192327.515625 Penalty: 2415.557129
	Iteration 17Q: 3 clusters Score -192327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -192332.468750 Penalty: 2415.557129
	Iteration 18Q: 3 clusters Score -192332.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -192337.171875 Penalty: 2415.557129
	Iteration 19Q: 3 clusters Score -192337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -192342.671875 Penalty: 2415.557129
	Iteration 20F: 3 clusters Score -192342.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -192352.046875 Penalty: 2415.557129
	Iteration 21Q: 3 clusters Score -192352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -192355.078125 Penalty: 2415.557129
	Iteration 22Q: 3 clusters Score -192355.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -192356.687500 Penalty: 2415.557129
	Iteration 23Q: 3 clusters Score -192356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -192356.921875 Penalty: 2415.557129
	Iteration 24Q: 3 clusters Score -192356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -192358.203125 Penalty: 2415.557129
	Iteration 25Q: 3 clusters Score -192358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -192359.765625 Penalty: 2415.557129
	Iteration 26Q: 3 clusters Score -192359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -192360.328125 Penalty: 2415.557129
	Iteration 27Q: 3 clusters Score -192360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -192360.546875 Penalty: 2415.557129
	Iteration 28Q: 3 clusters Score -192360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -192361.421875 Penalty: 2415.557129
	Iteration 29Q: 3 clusters Score -192361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -192364.234375 Penalty: 2415.557129
	Iteration 30Q: 3 clusters Score -192364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -192366.015625 Penalty: 2415.557129
	Iteration 31Q: 3 clusters Score -192366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -192370.984375 Penalty: 2415.557129
	Iteration 32Q: 3 clusters Score -192371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -192375.953125 Penalty: 2415.557129
	Iteration 33Q: 3 clusters Score -192376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -192380.406250 Penalty: 2415.557129
	Iteration 34Q: 3 clusters Score -192380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -192383.687500 Penalty: 2415.557129
	Iteration 35Q: 3 clusters Score -192383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -192388.156250 Penalty: 2415.557129
	Iteration 36Q: 3 clusters Score -192388.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -192392.062500 Penalty: 2415.557129
	Iteration 37Q: 3 clusters Score -192392.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -192396.390625 Penalty: 2415.557129
	Iteration 38Q: 3 clusters Score -192396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -192401.984375 Penalty: 2415.557129
	Iteration 39Q: 3 clusters Score -192402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -192409.421875 Penalty: 2415.557129
	Iteration 40F: 3 clusters Score -192409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -192412.781250 Penalty: 2415.557129
	Iteration 41Q: 3 clusters Score -192412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -192415.875000 Penalty: 2415.557129
	Iteration 42Q: 3 clusters Score -192415.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -192419.125000 Penalty: 2415.557129
	Iteration 43Q: 3 clusters Score -192419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -192422.000000 Penalty: 2415.557129
	Iteration 44Q: 3 clusters Score -192422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -192426.078125 Penalty: 2415.557129
	Iteration 45Q: 3 clusters Score -192426.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192428.250000 Penalty: 2415.557129
	Iteration 46Q: 3 clusters Score -192428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -192431.375000 Penalty: 2415.557129
	Iteration 47Q: 3 clusters Score -192431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -192432.625000 Penalty: 2415.557129
	Iteration 48Q: 3 clusters Score -192432.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -192432.625000 Penalty: 2415.557129
	Iteration 49F: 3 clusters Score -192432.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Entering Unmasked Estep 
Score: -4666656.000000 Penalty: 1721.236572
	Iteration 0F: 2 clusters Score -4666656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4640026.500000 Penalty: 3442.473145
	Iteration 0F: 3 clusters Score -4640026 nChanged 18489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4650258.500000 Penalty: 3442.473145
	Iteration 1F: 3 clusters Score -4650258 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4650619.000000 Penalty: 3442.473145
	Iteration 2Q: 3 clusters Score -4650619 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -4650986.500000 Penalty: 3442.473145
	Iteration 3Q: 3 clusters Score -4650986 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4651430.500000 Penalty: 3442.473145
	Iteration 4Q: 3 clusters Score -4651430 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4651999.000000 Penalty: 3442.473145
	Iteration 5Q: 3 clusters Score -4651999 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -4652918.500000 Penalty: 3442.473145
	Iteration 6Q: 3 clusters Score -4652918 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -4654382.500000 Penalty: 3442.473145
	Iteration 7F: 3 clusters Score -4654382 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -4656493.500000 Penalty: 3442.473145
	Iteration 8F: 3 clusters Score -4656494 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4658957.000000 Penalty: 3442.473145
	Iteration 9F: 3 clusters Score -4658957 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4661210.000000 Penalty: 3442.473145
	Iteration 10F: 3 clusters Score -4661210 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -4662814.000000 Penalty: 3442.473145
	Iteration 11Q: 3 clusters Score -4662814 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4663844.500000 Penalty: 3442.473145
	Iteration 12Q: 3 clusters Score -4663844 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -4664591.500000 Penalty: 3442.473145
	Iteration 13Q: 3 clusters Score -4664592 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -4665089.500000 Penalty: 3442.473145
	Iteration 14Q: 3 clusters Score -4665090 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -4665418.500000 Penalty: 3442.473145
	Iteration 15Q: 3 clusters Score -4665418 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4665604.500000 Penalty: 3442.473145
	Iteration 16Q: 3 clusters Score -4665604 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -4665748.000000 Penalty: 3442.473145
	Iteration 17Q: 3 clusters Score -4665748 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -4665816.500000 Penalty: 3442.473145
	Iteration 18Q: 3 clusters Score -4665816 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -4665869.000000 Penalty: 3442.473145
	Iteration 19Q: 3 clusters Score -4665869 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4665927.000000 Penalty: 3442.473145
	Iteration 20F: 3 clusters Score -4665927 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -4665954.000000 Penalty: 3442.473145
	Iteration 21Q: 3 clusters Score -4665954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4665959.500000 Penalty: 3442.473145
	Iteration 22Q: 3 clusters Score -4665960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4665991.000000 Penalty: 3442.473145
	Iteration 23Q: 3 clusters Score -4665991 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4665979.500000 Penalty: 3442.473145
	Iteration 24Q: 3 clusters Score -4665980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4665991.000000 Penalty: 3442.473145
	Iteration 25Q: 3 clusters Score -4665991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4665995.000000 Penalty: 3442.473145
	Iteration 26Q: 3 clusters Score -4665995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4666003.500000 Penalty: 3442.473145
	Iteration 27Q: 3 clusters Score -4666004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4666021.000000 Penalty: 3442.473145
	Iteration 28Q: 3 clusters Score -4666021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4666023.000000 Penalty: 3442.473145
	Iteration 29Q: 3 clusters Score -4666023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4666029.500000 Penalty: 3442.473145
	Iteration 30Q: 3 clusters Score -4666030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4666024.500000 Penalty: 3442.473145
	Iteration 31Q: 3 clusters Score -4666024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4666019.500000 Penalty: 3442.473145
	Iteration 32Q: 3 clusters Score -4666020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4666025.000000 Penalty: 3442.473145
	Iteration 33Q: 3 clusters Score -4666025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4666023.000000 Penalty: 3442.473145
	Iteration 34Q: 3 clusters Score -4666023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4666018.500000 Penalty: 3442.473145
	Iteration 35Q: 3 clusters Score -4666018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -4666020.500000 Penalty: 3442.473145
	Iteration 36Q: 3 clusters Score -4666020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4666022.000000 Penalty: 3442.473145
	Iteration 37Q: 3 clusters Score -4666022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -4666026.000000 Penalty: 3442.473145
	Iteration 38Q: 3 clusters Score -4666026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4666025.000000 Penalty: 3442.473145
	Iteration 39Q: 3 clusters Score -4666025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -4666026.000000 Penalty: 3442.473145
	Iteration 40F: 3 clusters Score -4666026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4666028.500000 Penalty: 3442.473145
	Iteration 41Q: 3 clusters Score -4666028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4666028.000000 Penalty: 3442.473145
	Iteration 42Q: 3 clusters Score -4666028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4666028.000000 Penalty: 3442.473145
	Iteration 43F: 3 clusters Score -4666028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Entering Unmasked Estep 
Score: -1502985.000000 Penalty: 1538.135254
	Iteration 0F: 2 clusters Score -1502985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1494056.750000 Penalty: 3076.270508
	Iteration 0F: 3 clusters Score -1494057 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1497116.125000 Penalty: 3076.270508
	Iteration 1F: 3 clusters Score -1497116 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1497504.250000 Penalty: 3076.270508
	Iteration 2F: 3 clusters Score -1497504 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1497871.750000 Penalty: 3076.270508
	Iteration 3F: 3 clusters Score -1497872 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1498180.125000 Penalty: 3076.270508
	Iteration 4F: 3 clusters Score -1498180 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1498483.500000 Penalty: 3076.270508
	Iteration 5Q: 3 clusters Score -1498484 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1498810.125000 Penalty: 3076.270508
	Iteration 6Q: 3 clusters Score -1498810 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1499174.875000 Penalty: 3076.270508
	Iteration 7Q: 3 clusters Score -1499175 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1499604.500000 Penalty: 3076.270508
	Iteration 8Q: 3 clusters Score -1499604 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1500070.250000 Penalty: 3076.270508
	Iteration 9Q: 3 clusters Score -1500070 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1500469.875000 Penalty: 3076.270508
	Iteration 10Q: 3 clusters Score -1500470 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1500755.625000 Penalty: 3076.270508
	Iteration 11Q: 3 clusters Score -1500756 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1500951.875000 Penalty: 3076.270508
	Iteration 12Q: 3 clusters Score -1500952 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1501076.375000 Penalty: 3076.270508
	Iteration 13Q: 3 clusters Score -1501076 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1501148.250000 Penalty: 3076.270508
	Iteration 14Q: 3 clusters Score -1501148 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1501201.250000 Penalty: 3076.270508
	Iteration 15Q: 3 clusters Score -1501201 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1501233.125000 Penalty: 3076.270508
	Iteration 16Q: 3 clusters Score -1501233 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1501257.125000 Penalty: 3076.270508
	Iteration 17Q: 3 clusters Score -1501257 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1501279.500000 Penalty: 3076.270508
	Iteration 18Q: 3 clusters Score -1501280 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1501302.875000 Penalty: 3076.270508
	Iteration 19Q: 3 clusters Score -1501303 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1501327.375000 Penalty: 3076.270508
	Iteration 20F: 3 clusters Score -1501327 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1501342.625000 Penalty: 3076.270508
	Iteration 21Q: 3 clusters Score -1501343 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1501351.250000 Penalty: 3076.270508
	Iteration 22Q: 3 clusters Score -1501351 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1501365.375000 Penalty: 3076.270508
	Iteration 23Q: 3 clusters Score -1501365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1501380.750000 Penalty: 3076.270508
	Iteration 24Q: 3 clusters Score -1501381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1501400.375000 Penalty: 3076.270508
	Iteration 25Q: 3 clusters Score -1501400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1501423.500000 Penalty: 3076.270508
	Iteration 26Q: 3 clusters Score -1501424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1501441.625000 Penalty: 3076.270508
	Iteration 27Q: 3 clusters Score -1501442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1501457.500000 Penalty: 3076.270508
	Iteration 28Q: 3 clusters Score -1501458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1501473.625000 Penalty: 3076.270508
	Iteration 29Q: 3 clusters Score -1501474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1501497.000000 Penalty: 3076.270508
	Iteration 30Q: 3 clusters Score -1501497 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1501526.375000 Penalty: 3076.270508
	Iteration 31Q: 3 clusters Score -1501526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1501544.250000 Penalty: 3076.270508
	Iteration 32Q: 3 clusters Score -1501544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1501572.375000 Penalty: 3076.270508
	Iteration 33Q: 3 clusters Score -1501572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1501605.250000 Penalty: 3076.270508
	Iteration 34Q: 3 clusters Score -1501605 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1501636.875000 Penalty: 3076.270508
	Iteration 35Q: 3 clusters Score -1501637 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1501674.000000 Penalty: 3076.270508
	Iteration 36Q: 3 clusters Score -1501674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1501705.000000 Penalty: 3076.270508
	Iteration 37Q: 3 clusters Score -1501705 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1501732.875000 Penalty: 3076.270508
	Iteration 38Q: 3 clusters Score -1501733 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1501767.750000 Penalty: 3076.270508
	Iteration 39Q: 3 clusters Score -1501768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1501796.375000 Penalty: 3076.270508
	Iteration 40F: 3 clusters Score -1501796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1501825.250000 Penalty: 3076.270508
	Iteration 41Q: 3 clusters Score -1501825 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1501852.750000 Penalty: 3076.270508
	Iteration 42Q: 3 clusters Score -1501853 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1501885.875000 Penalty: 3076.270508
	Iteration 43Q: 3 clusters Score -1501886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1501912.500000 Penalty: 3076.270508
	Iteration 44Q: 3 clusters Score -1501912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1501939.875000 Penalty: 3076.270508
	Iteration 45Q: 3 clusters Score -1501940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1501964.250000 Penalty: 3076.270508
	Iteration 46Q: 3 clusters Score -1501964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1501984.375000 Penalty: 3076.270508
	Iteration 47Q: 3 clusters Score -1501984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1502002.500000 Penalty: 3076.270508
	Iteration 48Q: 3 clusters Score -1502002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1502026.375000 Penalty: 3076.270508
	Iteration 49Q: 3 clusters Score -1502026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1502039.750000 Penalty: 3076.270508
	Iteration 50Q: 3 clusters Score -1502040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1502051.500000 Penalty: 3076.270508
	Iteration 51Q: 3 clusters Score -1502052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1502058.500000 Penalty: 3076.270508
	Iteration 52Q: 3 clusters Score -1502058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1502068.500000 Penalty: 3076.270508
	Iteration 53Q: 3 clusters Score -1502068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1502082.250000 Penalty: 3076.270508
	Iteration 54Q: 3 clusters Score -1502082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1502094.750000 Penalty: 3076.270508
	Iteration 55Q: 3 clusters Score -1502095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1502105.500000 Penalty: 3076.270508
	Iteration 56Q: 3 clusters Score -1502106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1502112.000000 Penalty: 3076.270508
	Iteration 57Q: 3 clusters Score -1502112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1502114.125000 Penalty: 3076.270508
	Iteration 58Q: 3 clusters Score -1502114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1502115.125000 Penalty: 3076.270508
	Iteration 59Q: 3 clusters Score -1502115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1502118.125000 Penalty: 3076.270508
	Iteration 60F: 3 clusters Score -1502118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1502120.125000 Penalty: 3076.270508
	Iteration 61Q: 3 clusters Score -1502120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1502122.000000 Penalty: 3076.270508
	Iteration 62Q: 3 clusters Score -1502122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1502125.750000 Penalty: 3076.270508
	Iteration 63Q: 3 clusters Score -1502126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1502124.750000 Penalty: 3076.270508
	Iteration 64Q: 3 clusters Score -1502125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1502125.875000 Penalty: 3076.270508
	Iteration 65Q: 3 clusters Score -1502126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1502123.250000 Penalty: 3076.270508
	Iteration 66Q: 3 clusters Score -1502123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1502124.000000 Penalty: 3076.270508
	Iteration 67Q: 3 clusters Score -1502124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1502125.875000 Penalty: 3076.270508
	Iteration 68Q: 3 clusters Score -1502126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1502125.000000 Penalty: 3076.270508
	Iteration 69Q: 3 clusters Score -1502125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1502125.000000 Penalty: 3076.270508
	Iteration 70Q: 3 clusters Score -1502125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1502126.500000 Penalty: 3076.270508
	Iteration 71Q: 3 clusters Score -1502126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1502129.500000 Penalty: 3076.270508
	Iteration 72Q: 3 clusters Score -1502130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1502129.500000 Penalty: 3076.270508
	Iteration 73F: 3 clusters Score -1502130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -41764.785156 Penalty: 982.697998
	Iteration 0F: 2 clusters Score -41764.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40842.929688 Penalty: 1965.395996
	Iteration 0F: 3 clusters Score -40842.93 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41042.667969 Penalty: 1965.395996
	Iteration 1F: 3 clusters Score -41042.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41136.714844 Penalty: 1965.395996
	Iteration 2F: 3 clusters Score -41136.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41184.042969 Penalty: 1965.395996
	Iteration 3Q: 3 clusters Score -41184.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -41241.281250 Penalty: 1965.395996
	Iteration 4F: 3 clusters Score -41241.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -41268.308594 Penalty: 1965.395996
	Iteration 5Q: 3 clusters Score -41268.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -41290.609375 Penalty: 1965.395996
	Iteration 6Q: 3 clusters Score -41290.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -41316.000000 Penalty: 1965.395996
	Iteration 7Q: 3 clusters Score -41316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -41334.804688 Penalty: 1965.395996
	Iteration 8Q: 3 clusters Score -41334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -41344.925781 Penalty: 1965.395996
	Iteration 9Q: 3 clusters Score -41344.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -41349.734375 Penalty: 1965.395996
	Iteration 10Q: 3 clusters Score -41349.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -41349.734375 Penalty: 1965.395996
	Iteration 11F: 3 clusters Score -41349.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (90961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Entering Unmasked Estep 
Score: -10639859.000000 Penalty: 1855.455200
	Iteration 0F: 2 clusters Score -1.063986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -10580978.000000 Penalty: 3710.910400
	Iteration 0F: 3 clusters Score -1.058098e+07 nChanged 43440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -10606389.000000 Penalty: 3710.910400
	Iteration 1F: 3 clusters Score -1.060639e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -10607607.000000 Penalty: 3710.910400
	Iteration 2Q: 3 clusters Score -1.060761e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -10609578.000000 Penalty: 3710.910400
	Iteration 3Q: 3 clusters Score -1.060958e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -10612654.000000 Penalty: 3710.910400
	Iteration 4F: 3 clusters Score -1.061265e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -10617406.000000 Penalty: 3710.910400
	Iteration 5F: 3 clusters Score -1.061741e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -10623947.000000 Penalty: 3710.910400
	Iteration 6F: 3 clusters Score -1.062395e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 80645 members 
Entering Unmasked Estep 
Score: -10630324.000000 Penalty: 3710.910400
	Iteration 7F: 3 clusters Score -1.063032e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -10634457.000000 Penalty: 3710.910400
	Iteration 8F: 3 clusters Score -1.063446e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -10636566.000000 Penalty: 3710.910400
	Iteration 9Q: 3 clusters Score -1.063657e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 89178 members 
Entering Unmasked Estep 
Score: -10637522.000000 Penalty: 3710.910400
	Iteration 10Q: 3 clusters Score -1.063752e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 89717 members 
Entering Unmasked Estep 
Score: -10637949.000000 Penalty: 3710.910400
	Iteration 11Q: 3 clusters Score -1.063795e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 89991 members 
Entering Unmasked Estep 
Score: -10638165.000000 Penalty: 3710.910400
	Iteration 12Q: 3 clusters Score -1.063816e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 90138 members 
Entering Unmasked Estep 
Score: -10638276.000000 Penalty: 3710.910400
	Iteration 13Q: 3 clusters Score -1.063828e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -10638366.000000 Penalty: 3710.910400
	Iteration 14Q: 3 clusters Score -1.063837e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -10638412.000000 Penalty: 3710.910400
	Iteration 15Q: 3 clusters Score -1.063841e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -10638446.000000 Penalty: 3710.910400
	Iteration 16Q: 3 clusters Score -1.063845e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -10638477.000000 Penalty: 3710.910400
	Iteration 17Q: 3 clusters Score -1.063848e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -10638509.000000 Penalty: 3710.910400
	Iteration 18Q: 3 clusters Score -1.063851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -10638504.000000 Penalty: 3710.910400
	Iteration 19Q: 3 clusters Score -1.06385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -10638531.000000 Penalty: 3710.910400
	Iteration 20F: 3 clusters Score -1.063853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -10638543.000000 Penalty: 3710.910400
	Iteration 21Q: 3 clusters Score -1.063854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -10638544.000000 Penalty: 3710.910400
	Iteration 22Q: 3 clusters Score -1.063854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 90377 members 
Entering Unmasked Estep 
Score: -10638552.000000 Penalty: 3710.910400
	Iteration 23Q: 3 clusters Score -1.063855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -10638543.000000 Penalty: 3710.910400
	Iteration 24Q: 3 clusters Score -1.063854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -10638548.000000 Penalty: 3710.910400
	Iteration 25Q: 3 clusters Score -1.063855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -10638561.000000 Penalty: 3710.910400
	Iteration 26Q: 3 clusters Score -1.063856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -10638563.000000 Penalty: 3710.910400
	Iteration 27Q: 3 clusters Score -1.063856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -10638567.000000 Penalty: 3710.910400
	Iteration 28Q: 3 clusters Score -1.063857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -10638553.000000 Penalty: 3710.910400
	Iteration 29Q: 3 clusters Score -1.063855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -10638552.000000 Penalty: 3710.910400
	Iteration 30Q: 3 clusters Score -1.063855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 90395 members 
Entering Unmasked Estep 
Score: -10638554.000000 Penalty: 3710.910400
	Iteration 31Q: 3 clusters Score -1.063855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 90397 members 
Entering Unmasked Estep 
Score: -10638554.000000 Penalty: 3710.910400
	Iteration 32Q: 3 clusters Score -1.063855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 90397 members 
Entering Unmasked Estep 
Score: -10638554.000000 Penalty: 3710.910400
	Iteration 33F: 3 clusters Score -1.063855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -197657.281250 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -197657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -195630.531250 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -195630.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -196139.578125 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -196139.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -196294.843750 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -196294.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -196377.687500 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -196377.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -196418.140625 Penalty: 2455.329102
	Iteration 4Q: 3 clusters Score -196418.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -196448.531250 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -196448.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -196471.234375 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -196471.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -196485.109375 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -196485.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -196497.765625 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -196497.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -196505.671875 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -196505.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -196514.218750 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -196514.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -196523.265625 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -196523.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -196536.703125 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -196536.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -196544.796875 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -196544.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -196551.734375 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -196551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -196560.171875 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -196560.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -196578.281250 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -196578.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -196593.000000 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -196593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -196609.562500 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -196609.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -196629.078125 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -196629.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -196647.390625 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -196647.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -196667.734375 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -196667.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -196685.046875 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -196685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -196699.093750 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -196699.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -196717.953125 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -196718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -196733.328125 Penalty: 2455.329102
	Iteration 25Q: 3 clusters Score -196733.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -196745.187500 Penalty: 2455.329102
	Iteration 26Q: 3 clusters Score -196745.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -196752.968750 Penalty: 2455.329102
	Iteration 27Q: 3 clusters Score -196753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -196758.500000 Penalty: 2455.329102
	Iteration 28Q: 3 clusters Score -196758.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -196764.281250 Penalty: 2455.329102
	Iteration 29Q: 3 clusters Score -196764.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -196772.515625 Penalty: 2455.329102
	Iteration 30Q: 3 clusters Score -196772.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -196775.500000 Penalty: 2455.329102
	Iteration 31Q: 3 clusters Score -196775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -196777.078125 Penalty: 2455.329102
	Iteration 32Q: 3 clusters Score -196777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -196778.562500 Penalty: 2455.329102
	Iteration 33Q: 3 clusters Score -196778.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -196780.765625 Penalty: 2455.329102
	Iteration 34Q: 3 clusters Score -196780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -196785.312500 Penalty: 2455.329102
	Iteration 35Q: 3 clusters Score -196785.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -196792.953125 Penalty: 2455.329102
	Iteration 36Q: 3 clusters Score -196793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -196799.796875 Penalty: 2455.329102
	Iteration 37Q: 3 clusters Score -196799.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -196806.750000 Penalty: 2455.329102
	Iteration 38Q: 3 clusters Score -196806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -196809.750000 Penalty: 2455.329102
	Iteration 39Q: 3 clusters Score -196809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -196811.468750 Penalty: 2455.329102
	Iteration 40F: 3 clusters Score -196811.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -196813.234375 Penalty: 2455.329102
	Iteration 41Q: 3 clusters Score -196813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -196814.531250 Penalty: 2455.329102
	Iteration 42Q: 3 clusters Score -196814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -196816.046875 Penalty: 2455.329102
	Iteration 43Q: 3 clusters Score -196816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -196819.625000 Penalty: 2455.329102
	Iteration 44Q: 3 clusters Score -196819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -196825.625000 Penalty: 2455.329102
	Iteration 45Q: 3 clusters Score -196825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -196828.531250 Penalty: 2455.329102
	Iteration 46Q: 3 clusters Score -196828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -196830.046875 Penalty: 2455.329102
	Iteration 47Q: 3 clusters Score -196830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -196833.546875 Penalty: 2455.329102
	Iteration 48Q: 3 clusters Score -196833.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -196834.859375 Penalty: 2455.329102
	Iteration 49Q: 3 clusters Score -196834.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -196837.125000 Penalty: 2455.329102
	Iteration 50Q: 3 clusters Score -196837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -196838.593750 Penalty: 2455.329102
	Iteration 51Q: 3 clusters Score -196838.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -196840.109375 Penalty: 2455.329102
	Iteration 52Q: 3 clusters Score -196840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -196842.000000 Penalty: 2455.329102
	Iteration 53Q: 3 clusters Score -196842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -196842.625000 Penalty: 2455.329102
	Iteration 54Q: 3 clusters Score -196842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -196842.625000 Penalty: 2455.329102
	Iteration 55F: 3 clusters Score -196842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Entering Unmasked Estep 
Score: -3022184.250000 Penalty: 1657.202637
	Iteration 0F: 2 clusters Score -3022184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3004046.250000 Penalty: 3314.405273
	Iteration 0F: 3 clusters Score -3004046 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3010753.750000 Penalty: 3314.405273
	Iteration 1F: 3 clusters Score -3010754 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3011050.500000 Penalty: 3314.405273
	Iteration 2Q: 3 clusters Score -3011050 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3011299.750000 Penalty: 3314.405273
	Iteration 3Q: 3 clusters Score -3011300 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3011545.500000 Penalty: 3314.405273
	Iteration 4Q: 3 clusters Score -3011546 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3011863.500000 Penalty: 3314.405273
	Iteration 5Q: 3 clusters Score -3011864 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3012308.500000 Penalty: 3314.405273
	Iteration 6Q: 3 clusters Score -3012308 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3012947.750000 Penalty: 3314.405273
	Iteration 7Q: 3 clusters Score -3012948 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3013930.500000 Penalty: 3314.405273
	Iteration 8F: 3 clusters Score -3013930 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3015378.750000 Penalty: 3314.405273
	Iteration 9F: 3 clusters Score -3015379 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3017050.750000 Penalty: 3314.405273
	Iteration 10F: 3 clusters Score -3017051 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3018629.000000 Penalty: 3314.405273
	Iteration 11F: 3 clusters Score -3018629 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3019679.750000 Penalty: 3314.405273
	Iteration 12Q: 3 clusters Score -3019680 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3020206.000000 Penalty: 3314.405273
	Iteration 13Q: 3 clusters Score -3020206 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3020456.000000 Penalty: 3314.405273
	Iteration 14Q: 3 clusters Score -3020456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3020565.750000 Penalty: 3314.405273
	Iteration 15Q: 3 clusters Score -3020566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3020632.500000 Penalty: 3314.405273
	Iteration 16Q: 3 clusters Score -3020632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3020664.250000 Penalty: 3314.405273
	Iteration 17Q: 3 clusters Score -3020664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3020683.250000 Penalty: 3314.405273
	Iteration 18Q: 3 clusters Score -3020683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3020694.250000 Penalty: 3314.405273
	Iteration 19Q: 3 clusters Score -3020694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3020704.750000 Penalty: 3314.405273
	Iteration 20F: 3 clusters Score -3020705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3020715.750000 Penalty: 3314.405273
	Iteration 21Q: 3 clusters Score -3020716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3020730.750000 Penalty: 3314.405273
	Iteration 22Q: 3 clusters Score -3020731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3020737.000000 Penalty: 3314.405273
	Iteration 23Q: 3 clusters Score -3020737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3020739.250000 Penalty: 3314.405273
	Iteration 24Q: 3 clusters Score -3020739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3020747.000000 Penalty: 3314.405273
	Iteration 25Q: 3 clusters Score -3020747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3020745.250000 Penalty: 3314.405273
	Iteration 26Q: 3 clusters Score -3020745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3020745.250000 Penalty: 3314.405273
	Iteration 27F: 3 clusters Score -3020745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Entering Unmasked Estep 
Score: -1463701.125000 Penalty: 1536.871216
	Iteration 0F: 2 clusters Score -1463701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1454689.250000 Penalty: 3073.742432
	Iteration 0F: 3 clusters Score -1454689 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1457740.125000 Penalty: 3073.742432
	Iteration 1F: 3 clusters Score -1457740 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1458164.500000 Penalty: 3073.742432
	Iteration 2F: 3 clusters Score -1458164 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1458517.500000 Penalty: 3073.742432
	Iteration 3F: 3 clusters Score -1458518 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1458830.250000 Penalty: 3073.742432
	Iteration 4F: 3 clusters Score -1458830 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1459140.000000 Penalty: 3073.742432
	Iteration 5Q: 3 clusters Score -1459140 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1459522.250000 Penalty: 3073.742432
	Iteration 6F: 3 clusters Score -1459522 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1459948.875000 Penalty: 3073.742432
	Iteration 7F: 3 clusters Score -1459949 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1460456.250000 Penalty: 3073.742432
	Iteration 8F: 3 clusters Score -1460456 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1460957.875000 Penalty: 3073.742432
	Iteration 9F: 3 clusters Score -1460958 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1461397.125000 Penalty: 3073.742432
	Iteration 10Q: 3 clusters Score -1461397 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1461773.000000 Penalty: 3073.742432
	Iteration 11Q: 3 clusters Score -1461773 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1462027.375000 Penalty: 3073.742432
	Iteration 12Q: 3 clusters Score -1462027 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1462186.625000 Penalty: 3073.742432
	Iteration 13Q: 3 clusters Score -1462187 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1462306.875000 Penalty: 3073.742432
	Iteration 14Q: 3 clusters Score -1462307 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1462388.125000 Penalty: 3073.742432
	Iteration 15Q: 3 clusters Score -1462388 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1462447.375000 Penalty: 3073.742432
	Iteration 16Q: 3 clusters Score -1462447 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1462507.000000 Penalty: 3073.742432
	Iteration 17Q: 3 clusters Score -1462507 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1462555.500000 Penalty: 3073.742432
	Iteration 18Q: 3 clusters Score -1462556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1462588.500000 Penalty: 3073.742432
	Iteration 19Q: 3 clusters Score -1462588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1462610.875000 Penalty: 3073.742432
	Iteration 20F: 3 clusters Score -1462611 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1462640.000000 Penalty: 3073.742432
	Iteration 21Q: 3 clusters Score -1462640 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1462658.625000 Penalty: 3073.742432
	Iteration 22Q: 3 clusters Score -1462659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1462678.125000 Penalty: 3073.742432
	Iteration 23Q: 3 clusters Score -1462678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1462700.625000 Penalty: 3073.742432
	Iteration 24Q: 3 clusters Score -1462701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1462712.750000 Penalty: 3073.742432
	Iteration 25Q: 3 clusters Score -1462713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1462725.750000 Penalty: 3073.742432
	Iteration 26Q: 3 clusters Score -1462726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1462736.125000 Penalty: 3073.742432
	Iteration 27Q: 3 clusters Score -1462736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1462749.875000 Penalty: 3073.742432
	Iteration 28Q: 3 clusters Score -1462750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1462762.375000 Penalty: 3073.742432
	Iteration 29Q: 3 clusters Score -1462762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1462776.375000 Penalty: 3073.742432
	Iteration 30Q: 3 clusters Score -1462776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1462787.125000 Penalty: 3073.742432
	Iteration 31Q: 3 clusters Score -1462787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1462804.375000 Penalty: 3073.742432
	Iteration 32Q: 3 clusters Score -1462804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1462818.375000 Penalty: 3073.742432
	Iteration 33Q: 3 clusters Score -1462818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1462828.500000 Penalty: 3073.742432
	Iteration 34Q: 3 clusters Score -1462828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1462834.875000 Penalty: 3073.742432
	Iteration 35Q: 3 clusters Score -1462835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1462838.250000 Penalty: 3073.742432
	Iteration 36Q: 3 clusters Score -1462838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1462840.500000 Penalty: 3073.742432
	Iteration 37Q: 3 clusters Score -1462840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1462839.625000 Penalty: 3073.742432
	Iteration 38Q: 3 clusters Score -1462840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1462842.750000 Penalty: 3073.742432
	Iteration 39Q: 3 clusters Score -1462843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1462846.750000 Penalty: 3073.742432
	Iteration 40F: 3 clusters Score -1462847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1462849.250000 Penalty: 3073.742432
	Iteration 41Q: 3 clusters Score -1462849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1462848.875000 Penalty: 3073.742432
	Iteration 42Q: 3 clusters Score -1462849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1462853.500000 Penalty: 3073.742432
	Iteration 43Q: 3 clusters Score -1462854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1462858.750000 Penalty: 3073.742432
	Iteration 44Q: 3 clusters Score -1462859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1462861.750000 Penalty: 3073.742432
	Iteration 45Q: 3 clusters Score -1462862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1462865.875000 Penalty: 3073.742432
	Iteration 46Q: 3 clusters Score -1462866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1462866.250000 Penalty: 3073.742432
	Iteration 47Q: 3 clusters Score -1462866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1462865.875000 Penalty: 3073.742432
	Iteration 48Q: 3 clusters Score -1462866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1462867.750000 Penalty: 3073.742432
	Iteration 49Q: 3 clusters Score -1462868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1462867.625000 Penalty: 3073.742432
	Iteration 50Q: 3 clusters Score -1462868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1462869.375000 Penalty: 3073.742432
	Iteration 51Q: 3 clusters Score -1462869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1462870.875000 Penalty: 3073.742432
	Iteration 52Q: 3 clusters Score -1462871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1462874.500000 Penalty: 3073.742432
	Iteration 53Q: 3 clusters Score -1462874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1462875.250000 Penalty: 3073.742432
	Iteration 54Q: 3 clusters Score -1462875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1462874.250000 Penalty: 3073.742432
	Iteration 55Q: 3 clusters Score -1462874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1462875.375000 Penalty: 3073.742432
	Iteration 56Q: 3 clusters Score -1462875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1462873.875000 Penalty: 3073.742432
	Iteration 57Q: 3 clusters Score -1462874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1462874.000000 Penalty: 3073.742432
	Iteration 58Q: 3 clusters Score -1462874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1462874.000000 Penalty: 3073.742432
	Iteration 59F: 3 clusters Score -1462874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Entering Unmasked Estep 
Score: -1596534.250000 Penalty: 1548.263550
	Iteration 0F: 2 clusters Score -1596534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1586925.000000 Penalty: 3096.527100
	Iteration 0F: 3 clusters Score -1586925 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1590205.000000 Penalty: 3096.527100
	Iteration 1F: 3 clusters Score -1590205 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1590537.000000 Penalty: 3096.527100
	Iteration 2F: 3 clusters Score -1590537 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1590867.500000 Penalty: 3096.527100
	Iteration 3F: 3 clusters Score -1590868 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1591193.625000 Penalty: 3096.527100
	Iteration 4F: 3 clusters Score -1591194 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1591528.750000 Penalty: 3096.527100
	Iteration 5Q: 3 clusters Score -1591529 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1591880.750000 Penalty: 3096.527100
	Iteration 6Q: 3 clusters Score -1591881 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1592266.250000 Penalty: 3096.527100
	Iteration 7F: 3 clusters Score -1592266 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1592715.750000 Penalty: 3096.527100
	Iteration 8F: 3 clusters Score -1592716 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1593256.375000 Penalty: 3096.527100
	Iteration 9F: 3 clusters Score -1593256 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1593785.875000 Penalty: 3096.527100
	Iteration 10Q: 3 clusters Score -1593786 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1594152.125000 Penalty: 3096.527100
	Iteration 11Q: 3 clusters Score -1594152 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1594315.125000 Penalty: 3096.527100
	Iteration 12Q: 3 clusters Score -1594315 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1594399.875000 Penalty: 3096.527100
	Iteration 13Q: 3 clusters Score -1594400 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1594454.250000 Penalty: 3096.527100
	Iteration 14Q: 3 clusters Score -1594454 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1594490.000000 Penalty: 3096.527100
	Iteration 15Q: 3 clusters Score -1594490 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1594525.750000 Penalty: 3096.527100
	Iteration 16Q: 3 clusters Score -1594526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1594535.875000 Penalty: 3096.527100
	Iteration 17Q: 3 clusters Score -1594536 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1594547.000000 Penalty: 3096.527100
	Iteration 18Q: 3 clusters Score -1594547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1594549.500000 Penalty: 3096.527100
	Iteration 19Q: 3 clusters Score -1594550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1594558.500000 Penalty: 3096.527100
	Iteration 20F: 3 clusters Score -1594558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1594568.250000 Penalty: 3096.527100
	Iteration 21Q: 3 clusters Score -1594568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1594576.250000 Penalty: 3096.527100
	Iteration 22Q: 3 clusters Score -1594576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1594576.250000 Penalty: 3096.527100
	Iteration 23Q: 3 clusters Score -1594576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1594580.750000 Penalty: 3096.527100
	Iteration 24Q: 3 clusters Score -1594581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1594581.500000 Penalty: 3096.527100
	Iteration 25Q: 3 clusters Score -1594582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1594585.125000 Penalty: 3096.527100
	Iteration 26Q: 3 clusters Score -1594585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1594585.875000 Penalty: 3096.527100
	Iteration 27Q: 3 clusters Score -1594586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1594590.375000 Penalty: 3096.527100
	Iteration 28Q: 3 clusters Score -1594590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1594590.250000 Penalty: 3096.527100
	Iteration 29Q: 3 clusters Score -1594590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1594592.000000 Penalty: 3096.527100
	Iteration 30Q: 3 clusters Score -1594592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1594591.750000 Penalty: 3096.527100
	Iteration 31Q: 3 clusters Score -1594592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1594599.875000 Penalty: 3096.527100
	Iteration 32Q: 3 clusters Score -1594600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1594597.125000 Penalty: 3096.527100
	Iteration 33Q: 3 clusters Score -1594597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1594600.625000 Penalty: 3096.527100
	Iteration 34Q: 3 clusters Score -1594601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1594600.750000 Penalty: 3096.527100
	Iteration 35Q: 3 clusters Score -1594601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1594598.500000 Penalty: 3096.527100
	Iteration 36Q: 3 clusters Score -1594598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1594597.375000 Penalty: 3096.527100
	Iteration 37Q: 3 clusters Score -1594597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1594598.375000 Penalty: 3096.527100
	Iteration 38Q: 3 clusters Score -1594598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1594596.250000 Penalty: 3096.527100
	Iteration 39Q: 3 clusters Score -1594596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1594601.250000 Penalty: 3096.527100
	Iteration 40F: 3 clusters Score -1594601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1594603.875000 Penalty: 3096.527100
	Iteration 41Q: 3 clusters Score -1594604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1594599.750000 Penalty: 3096.527100
	Iteration 42Q: 3 clusters Score -1594600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1594601.750000 Penalty: 3096.527100
	Iteration 43Q: 3 clusters Score -1594602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1594602.000000 Penalty: 3096.527100
	Iteration 44Q: 3 clusters Score -1594602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1594604.000000 Penalty: 3096.527100
	Iteration 45Q: 3 clusters Score -1594604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1594604.375000 Penalty: 3096.527100
	Iteration 46Q: 3 clusters Score -1594604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1594607.750000 Penalty: 3096.527100
	Iteration 47Q: 3 clusters Score -1594608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1594608.875000 Penalty: 3096.527100
	Iteration 48Q: 3 clusters Score -1594609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1594610.750000 Penalty: 3096.527100
	Iteration 49Q: 3 clusters Score -1594611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1594613.750000 Penalty: 3096.527100
	Iteration 50Q: 3 clusters Score -1594614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1594616.000000 Penalty: 3096.527100
	Iteration 51Q: 3 clusters Score -1594616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1594619.250000 Penalty: 3096.527100
	Iteration 52Q: 3 clusters Score -1594619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1594624.000000 Penalty: 3096.527100
	Iteration 53Q: 3 clusters Score -1594624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1594630.500000 Penalty: 3096.527100
	Iteration 54Q: 3 clusters Score -1594630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1594630.000000 Penalty: 3096.527100
	Iteration 55Q: 3 clusters Score -1594630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1594637.875000 Penalty: 3096.527100
	Iteration 56Q: 3 clusters Score -1594638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1594638.125000 Penalty: 3096.527100
	Iteration 57Q: 3 clusters Score -1594638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1594641.125000 Penalty: 3096.527100
	Iteration 58Q: 3 clusters Score -1594641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1594645.375000 Penalty: 3096.527100
	Iteration 59Q: 3 clusters Score -1594645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1594650.000000 Penalty: 3096.527100
	Iteration 60F: 3 clusters Score -1594650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1594654.250000 Penalty: 3096.527100
	Iteration 61Q: 3 clusters Score -1594654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1594656.875000 Penalty: 3096.527100
	Iteration 62Q: 3 clusters Score -1594657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1594660.875000 Penalty: 3096.527100
	Iteration 63Q: 3 clusters Score -1594661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1594663.750000 Penalty: 3096.527100
	Iteration 64Q: 3 clusters Score -1594664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1594671.000000 Penalty: 3096.527100
	Iteration 65Q: 3 clusters Score -1594671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1594679.625000 Penalty: 3096.527100
	Iteration 66Q: 3 clusters Score -1594680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1594688.500000 Penalty: 3096.527100
	Iteration 67Q: 3 clusters Score -1594688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1594692.750000 Penalty: 3096.527100
	Iteration 68Q: 3 clusters Score -1594693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1594698.250000 Penalty: 3096.527100
	Iteration 69Q: 3 clusters Score -1594698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1594708.250000 Penalty: 3096.527100
	Iteration 70Q: 3 clusters Score -1594708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1594712.375000 Penalty: 3096.527100
	Iteration 71Q: 3 clusters Score -1594712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1594717.625000 Penalty: 3096.527100
	Iteration 72Q: 3 clusters Score -1594718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1594724.500000 Penalty: 3096.527100
	Iteration 73Q: 3 clusters Score -1594724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1594730.250000 Penalty: 3096.527100
	Iteration 74Q: 3 clusters Score -1594730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1594731.500000 Penalty: 3096.527100
	Iteration 75Q: 3 clusters Score -1594732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1594736.625000 Penalty: 3096.527100
	Iteration 76Q: 3 clusters Score -1594737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1594740.375000 Penalty: 3096.527100
	Iteration 77Q: 3 clusters Score -1594740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1594740.625000 Penalty: 3096.527100
	Iteration 78Q: 3 clusters Score -1594741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1594752.375000 Penalty: 3096.527100
	Iteration 79Q: 3 clusters Score -1594752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1594761.375000 Penalty: 3096.527100
	Iteration 80F: 3 clusters Score -1594761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1594773.625000 Penalty: 3096.527100
	Iteration 81Q: 3 clusters Score -1594774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1594780.250000 Penalty: 3096.527100
	Iteration 82Q: 3 clusters Score -1594780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1594789.500000 Penalty: 3096.527100
	Iteration 83Q: 3 clusters Score -1594790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1594795.625000 Penalty: 3096.527100
	Iteration 84Q: 3 clusters Score -1594796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1594807.750000 Penalty: 3096.527100
	Iteration 85Q: 3 clusters Score -1594808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1594814.125000 Penalty: 3096.527100
	Iteration 86Q: 3 clusters Score -1594814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1594825.875000 Penalty: 3096.527100
	Iteration 87Q: 3 clusters Score -1594826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1594831.875000 Penalty: 3096.527100
	Iteration 88Q: 3 clusters Score -1594832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1594838.250000 Penalty: 3096.527100
	Iteration 89Q: 3 clusters Score -1594838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1594848.375000 Penalty: 3096.527100
	Iteration 90Q: 3 clusters Score -1594848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1594858.375000 Penalty: 3096.527100
	Iteration 91Q: 3 clusters Score -1594858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1594869.375000 Penalty: 3096.527100
	Iteration 92Q: 3 clusters Score -1594869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1594873.750000 Penalty: 3096.527100
	Iteration 93Q: 3 clusters Score -1594874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1594877.500000 Penalty: 3096.527100
	Iteration 94Q: 3 clusters Score -1594878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1594890.000000 Penalty: 3096.527100
	Iteration 95Q: 3 clusters Score -1594890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1594898.875000 Penalty: 3096.527100
	Iteration 96Q: 3 clusters Score -1594899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1594910.875000 Penalty: 3096.527100
	Iteration 97Q: 3 clusters Score -1594911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1594920.750000 Penalty: 3096.527100
	Iteration 98Q: 3 clusters Score -1594921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1594930.250000 Penalty: 3096.527100
	Iteration 99Q: 3 clusters Score -1594930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1594936.625000 Penalty: 3096.527100
	Iteration 100F: 3 clusters Score -1594937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1594948.375000 Penalty: 3096.527100
	Iteration 101Q: 3 clusters Score -1594948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1594957.375000 Penalty: 3096.527100
	Iteration 102Q: 3 clusters Score -1594957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1594965.000000 Penalty: 3096.527100
	Iteration 103Q: 3 clusters Score -1594965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1594974.875000 Penalty: 3096.527100
	Iteration 104Q: 3 clusters Score -1594975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1594973.125000 Penalty: 3096.527100
	Iteration 105Q: 3 clusters Score -1594973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1594979.000000 Penalty: 3096.527100
	Iteration 106Q: 3 clusters Score -1594979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1594985.625000 Penalty: 3096.527100
	Iteration 107Q: 3 clusters Score -1594986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1594995.125000 Penalty: 3096.527100
	Iteration 108Q: 3 clusters Score -1594995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1595005.625000 Penalty: 3096.527100
	Iteration 109Q: 3 clusters Score -1595006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1595012.250000 Penalty: 3096.527100
	Iteration 110Q: 3 clusters Score -1595012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1595017.625000 Penalty: 3096.527100
	Iteration 111Q: 3 clusters Score -1595018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1595029.750000 Penalty: 3096.527100
	Iteration 112Q: 3 clusters Score -1595030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1595032.000000 Penalty: 3096.527100
	Iteration 113Q: 3 clusters Score -1595032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1595045.250000 Penalty: 3096.527100
	Iteration 114Q: 3 clusters Score -1595045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1595047.875000 Penalty: 3096.527100
	Iteration 115Q: 3 clusters Score -1595048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1595060.000000 Penalty: 3096.527100
	Iteration 116Q: 3 clusters Score -1595060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1595067.875000 Penalty: 3096.527100
	Iteration 117Q: 3 clusters Score -1595068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1595080.000000 Penalty: 3096.527100
	Iteration 118Q: 3 clusters Score -1595080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1595082.250000 Penalty: 3096.527100
	Iteration 119Q: 3 clusters Score -1595082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1595091.250000 Penalty: 3096.527100
	Iteration 120F: 3 clusters Score -1595091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1595100.750000 Penalty: 3096.527100
	Iteration 121Q: 3 clusters Score -1595101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1595102.500000 Penalty: 3096.527100
	Iteration 122Q: 3 clusters Score -1595102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1595106.250000 Penalty: 3096.527100
	Iteration 123Q: 3 clusters Score -1595106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1595116.500000 Penalty: 3096.527100
	Iteration 124Q: 3 clusters Score -1595116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1595118.750000 Penalty: 3096.527100
	Iteration 125Q: 3 clusters Score -1595119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1595123.375000 Penalty: 3096.527100
	Iteration 126Q: 3 clusters Score -1595123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1595125.750000 Penalty: 3096.527100
	Iteration 127Q: 3 clusters Score -1595126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1595132.500000 Penalty: 3096.527100
	Iteration 128Q: 3 clusters Score -1595132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1595136.625000 Penalty: 3096.527100
	Iteration 129Q: 3 clusters Score -1595137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1595148.875000 Penalty: 3096.527100
	Iteration 130Q: 3 clusters Score -1595149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1595154.875000 Penalty: 3096.527100
	Iteration 131Q: 3 clusters Score -1595155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1595156.250000 Penalty: 3096.527100
	Iteration 132Q: 3 clusters Score -1595156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1595165.250000 Penalty: 3096.527100
	Iteration 133Q: 3 clusters Score -1595165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1595176.250000 Penalty: 3096.527100
	Iteration 134Q: 3 clusters Score -1595176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1595180.500000 Penalty: 3096.527100
	Iteration 135Q: 3 clusters Score -1595180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1595184.125000 Penalty: 3096.527100
	Iteration 136Q: 3 clusters Score -1595184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1595192.500000 Penalty: 3096.527100
	Iteration 137Q: 3 clusters Score -1595192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1595196.000000 Penalty: 3096.527100
	Iteration 138Q: 3 clusters Score -1595196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1595201.750000 Penalty: 3096.527100
	Iteration 139Q: 3 clusters Score -1595202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1595205.750000 Penalty: 3096.527100
	Iteration 140F: 3 clusters Score -1595206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1595206.125000 Penalty: 3096.527100
	Iteration 141Q: 3 clusters Score -1595206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1595211.500000 Penalty: 3096.527100
	Iteration 142Q: 3 clusters Score -1595212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1595211.625000 Penalty: 3096.527100
	Iteration 143Q: 3 clusters Score -1595212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1595218.500000 Penalty: 3096.527100
	Iteration 144Q: 3 clusters Score -1595218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1595223.250000 Penalty: 3096.527100
	Iteration 145Q: 3 clusters Score -1595223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1595227.000000 Penalty: 3096.527100
	Iteration 146Q: 3 clusters Score -1595227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1595227.875000 Penalty: 3096.527100
	Iteration 147Q: 3 clusters Score -1595228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1595229.625000 Penalty: 3096.527100
	Iteration 148Q: 3 clusters Score -1595230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1595233.000000 Penalty: 3096.527100
	Iteration 149Q: 3 clusters Score -1595233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1595233.000000 Penalty: 3096.527100
	Iteration 150Q: 3 clusters Score -1595233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1595233.625000 Penalty: 3096.527100
	Iteration 151Q: 3 clusters Score -1595234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1595235.000000 Penalty: 3096.527100
	Iteration 152Q: 3 clusters Score -1595235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1595235.125000 Penalty: 3096.527100
	Iteration 153Q: 3 clusters Score -1595235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1595233.625000 Penalty: 3096.527100
	Iteration 154Q: 3 clusters Score -1595234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1595239.000000 Penalty: 3096.527100
	Iteration 155Q: 3 clusters Score -1595239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1595238.875000 Penalty: 3096.527100
	Iteration 156Q: 3 clusters Score -1595239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1595239.500000 Penalty: 3096.527100
	Iteration 157Q: 3 clusters Score -1595240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1595241.375000 Penalty: 3096.527100
	Iteration 158Q: 3 clusters Score -1595241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1595245.125000 Penalty: 3096.527100
	Iteration 159Q: 3 clusters Score -1595245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1595250.500000 Penalty: 3096.527100
	Iteration 160F: 3 clusters Score -1595250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1595252.625000 Penalty: 3096.527100
	Iteration 161Q: 3 clusters Score -1595253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1595249.000000 Penalty: 3096.527100
	Iteration 162Q: 3 clusters Score -1595249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1595252.250000 Penalty: 3096.527100
	Iteration 163Q: 3 clusters Score -1595252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1595251.500000 Penalty: 3096.527100
	Iteration 164Q: 3 clusters Score -1595252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1595251.125000 Penalty: 3096.527100
	Iteration 165Q: 3 clusters Score -1595251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1595253.125000 Penalty: 3096.527100
	Iteration 166Q: 3 clusters Score -1595253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1595254.375000 Penalty: 3096.527100
	Iteration 167Q: 3 clusters Score -1595254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1595255.125000 Penalty: 3096.527100
	Iteration 168Q: 3 clusters Score -1595255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1595257.125000 Penalty: 3096.527100
	Iteration 169Q: 3 clusters Score -1595257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1595257.875000 Penalty: 3096.527100
	Iteration 170Q: 3 clusters Score -1595258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1595259.125000 Penalty: 3096.527100
	Iteration 171Q: 3 clusters Score -1595259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1595258.625000 Penalty: 3096.527100
	Iteration 172Q: 3 clusters Score -1595259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1595258.625000 Penalty: 3096.527100
	Iteration 173F: 3 clusters Score -1595259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133278 members 
Entering Unmasked Estep 
Score: -15326690.000000 Penalty: 1917.531372
	Iteration 0F: 2 clusters Score -1.532669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -15243364.000000 Penalty: 3835.062744
	Iteration 0F: 3 clusters Score -1.524336e+07 nChanged 64161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -15280529.000000 Penalty: 3835.062744
	Iteration 1F: 3 clusters Score -1.528053e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -15281379.000000 Penalty: 3835.062744
	Iteration 2Q: 3 clusters Score -1.528138e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -15282208.000000 Penalty: 3835.062744
	Iteration 3Q: 3 clusters Score -1.528221e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 71262 members 
Entering Unmasked Estep 
Score: -15283245.000000 Penalty: 3835.062744
	Iteration 4Q: 3 clusters Score -1.528324e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -15284981.000000 Penalty: 3835.062744
	Iteration 5Q: 3 clusters Score -1.528498e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -15288002.000000 Penalty: 3835.062744
	Iteration 6Q: 3 clusters Score -1.5288e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -15292827.000000 Penalty: 3835.062744
	Iteration 7F: 3 clusters Score -1.529283e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -15299395.000000 Penalty: 3835.062744
	Iteration 8F: 3 clusters Score -1.52994e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 92396 members 
Entering Unmasked Estep 
Score: -15305449.000000 Penalty: 3835.062744
	Iteration 9F: 3 clusters Score -1.530545e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -15309152.000000 Penalty: 3835.062744
	Iteration 10F: 3 clusters Score -1.530915e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 98068 members 
Entering Unmasked Estep 
Score: -15310775.000000 Penalty: 3835.062744
	Iteration 11Q: 3 clusters Score -1.531078e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -15311844.000000 Penalty: 3835.062744
	Iteration 12Q: 3 clusters Score -1.531184e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 103095 members 
Entering Unmasked Estep 
Score: -15312935.000000 Penalty: 3835.062744
	Iteration 13Q: 3 clusters Score -1.531294e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 105906 members 
Entering Unmasked Estep 
Score: -15313998.000000 Penalty: 3835.062744
	Iteration 14Q: 3 clusters Score -1.5314e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 108880 members 
Entering Unmasked Estep 
Score: -15315180.000000 Penalty: 3835.062744
	Iteration 15Q: 3 clusters Score -1.531518e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 111992 members 
Entering Unmasked Estep 
Score: -15316417.000000 Penalty: 3835.062744
	Iteration 16Q: 3 clusters Score -1.531642e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 115133 members 
Entering Unmasked Estep 
Score: -15317776.000000 Penalty: 3835.062744
	Iteration 17Q: 3 clusters Score -1.531778e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 118076 members 
Entering Unmasked Estep 
Score: -15319085.000000 Penalty: 3835.062744
	Iteration 18Q: 3 clusters Score -1.531908e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 120743 members 
Entering Unmasked Estep 
Score: -15320095.000000 Penalty: 3835.062744
	Iteration 19Q: 3 clusters Score -1.53201e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -15321109.000000 Penalty: 3835.062744
	Iteration 20F: 3 clusters Score -1.532111e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 125128 members 
Entering Unmasked Estep 
Score: -15321946.000000 Penalty: 3835.062744
	Iteration 21Q: 3 clusters Score -1.532195e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 126800 members 
Entering Unmasked Estep 
Score: -15322589.000000 Penalty: 3835.062744
	Iteration 22Q: 3 clusters Score -1.532259e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 128180 members 
Entering Unmasked Estep 
Score: -15323203.000000 Penalty: 3835.062744
	Iteration 23Q: 3 clusters Score -1.53232e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 129271 members 
Entering Unmasked Estep 
Score: -15323552.000000 Penalty: 3835.062744
	Iteration 24Q: 3 clusters Score -1.532355e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 130140 members 
Entering Unmasked Estep 
Score: -15323869.000000 Penalty: 3835.062744
	Iteration 25Q: 3 clusters Score -1.532387e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 130816 members 
Entering Unmasked Estep 
Score: -15324132.000000 Penalty: 3835.062744
	Iteration 26Q: 3 clusters Score -1.532413e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 131353 members 
Entering Unmasked Estep 
Score: -15324355.000000 Penalty: 3835.062744
	Iteration 27Q: 3 clusters Score -1.532436e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 131768 members 
Entering Unmasked Estep 
Score: -15324554.000000 Penalty: 3835.062744
	Iteration 28Q: 3 clusters Score -1.532455e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 132045 members 
Entering Unmasked Estep 
Score: -15324691.000000 Penalty: 3835.062744
	Iteration 29Q: 3 clusters Score -1.532469e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 132272 members 
Entering Unmasked Estep 
Score: -15324811.000000 Penalty: 3835.062744
	Iteration 30Q: 3 clusters Score -1.532481e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 132398 members 
Entering Unmasked Estep 
Score: -15324850.000000 Penalty: 3835.062744
	Iteration 31Q: 3 clusters Score -1.532485e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 132504 members 
Entering Unmasked Estep 
Score: -15324919.000000 Penalty: 3835.062744
	Iteration 32Q: 3 clusters Score -1.532492e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 132590 members 
Entering Unmasked Estep 
Score: -15324937.000000 Penalty: 3835.062744
	Iteration 33Q: 3 clusters Score -1.532494e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -15324979.000000 Penalty: 3835.062744
	Iteration 34Q: 3 clusters Score -1.532498e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 132689 members 
Entering Unmasked Estep 
Score: -15325003.000000 Penalty: 3835.062744
	Iteration 35Q: 3 clusters Score -1.5325e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 132725 members 
Entering Unmasked Estep 
Score: -15325027.000000 Penalty: 3835.062744
	Iteration 36Q: 3 clusters Score -1.532503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 132747 members 
Entering Unmasked Estep 
Score: -15325051.000000 Penalty: 3835.062744
	Iteration 37Q: 3 clusters Score -1.532505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 132764 members 
Entering Unmasked Estep 
Score: -15325063.000000 Penalty: 3835.062744
	Iteration 38Q: 3 clusters Score -1.532506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 132778 members 
Entering Unmasked Estep 
Score: -15325051.000000 Penalty: 3835.062744
	Iteration 39Q: 3 clusters Score -1.532505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 132785 members 
Entering Unmasked Estep 
Score: -15325049.000000 Penalty: 3835.062744
	Iteration 40F: 3 clusters Score -1.532505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 132795 members 
Entering Unmasked Estep 
Score: -15325084.000000 Penalty: 3835.062744
	Iteration 41Q: 3 clusters Score -1.532508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 132803 members 
Entering Unmasked Estep 
Score: -15325075.000000 Penalty: 3835.062744
	Iteration 42Q: 3 clusters Score -1.532508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 132813 members 
Entering Unmasked Estep 
Score: -15325080.000000 Penalty: 3835.062744
	Iteration 43Q: 3 clusters Score -1.532508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 132820 members 
Entering Unmasked Estep 
Score: -15325074.000000 Penalty: 3835.062744
	Iteration 44Q: 3 clusters Score -1.532507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 132829 members 
Entering Unmasked Estep 
Score: -15325078.000000 Penalty: 3835.062744
	Iteration 45Q: 3 clusters Score -1.532508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 132837 members 
Entering Unmasked Estep 
Score: -15325092.000000 Penalty: 3835.062744
	Iteration 46Q: 3 clusters Score -1.532509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 132843 members 
Entering Unmasked Estep 
Score: -15325084.000000 Penalty: 3835.062744
	Iteration 47Q: 3 clusters Score -1.532508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 132844 members 
Entering Unmasked Estep 
Score: -15325083.000000 Penalty: 3835.062744
	Iteration 48Q: 3 clusters Score -1.532508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 132846 members 
Entering Unmasked Estep 
Score: -15325090.000000 Penalty: 3835.062744
	Iteration 49Q: 3 clusters Score -1.532509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 132851 members 
Entering Unmasked Estep 
Score: -15325095.000000 Penalty: 3835.062744
	Iteration 50Q: 3 clusters Score -1.53251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 132855 members 
Entering Unmasked Estep 
Score: -15325091.000000 Penalty: 3835.062744
	Iteration 51Q: 3 clusters Score -1.532509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 132858 members 
Entering Unmasked Estep 
Score: -15325097.000000 Penalty: 3835.062744
	Iteration 52Q: 3 clusters Score -1.53251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 132859 members 
Entering Unmasked Estep 
Score: -15325095.000000 Penalty: 3835.062744
	Iteration 53Q: 3 clusters Score -1.53251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 132862 members 
Entering Unmasked Estep 
Score: -15325088.000000 Penalty: 3835.062744
	Iteration 54Q: 3 clusters Score -1.532509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 132866 members 
Entering Unmasked Estep 
Score: -15325090.000000 Penalty: 3835.062744
	Iteration 55Q: 3 clusters Score -1.532509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 132871 members 
Entering Unmasked Estep 
Score: -15325098.000000 Penalty: 3835.062744
	Iteration 56Q: 3 clusters Score -1.53251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 132873 members 
Entering Unmasked Estep 
Score: -15325088.000000 Penalty: 3835.062744
	Iteration 57Q: 3 clusters Score -1.532509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 132876 members 
Entering Unmasked Estep 
Score: -15325098.000000 Penalty: 3835.062744
	Iteration 58Q: 3 clusters Score -1.53251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 132879 members 
Entering Unmasked Estep 
Score: -15325099.000000 Penalty: 3835.062744
	Iteration 59Q: 3 clusters Score -1.53251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 132880 members 
Entering Unmasked Estep 
Score: -15325101.000000 Penalty: 3835.062744
	Iteration 60F: 3 clusters Score -1.53251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -45759.398438 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -45759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44778.785156 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -44778.79 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44955.417969 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -44955.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44992.390625 Penalty: 1986.946777
	Iteration 2Q: 3 clusters Score -44992.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45007.093750 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -45007.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45026.785156 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -45026.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45034.460938 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -45034.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45034.460938 Penalty: 1986.946777
	Iteration 6F: 3 clusters Score -45034.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -115884.265625 Penalty: 1124.769409
	Iteration 0F: 2 clusters Score -115884.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114449.546875 Penalty: 2249.538818
	Iteration 0F: 3 clusters Score -114449.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114705.820312 Penalty: 2249.538818
	Iteration 1F: 3 clusters Score -114705.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -114784.742188 Penalty: 2249.538818
	Iteration 2F: 3 clusters Score -114784.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -114830.781250 Penalty: 2249.538818
	Iteration 3Q: 3 clusters Score -114830.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -114855.398438 Penalty: 2249.538818
	Iteration 4Q: 3 clusters Score -114855.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114869.000000 Penalty: 2249.538818
	Iteration 5Q: 3 clusters Score -114869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114871.710938 Penalty: 2249.538818
	Iteration 6Q: 3 clusters Score -114871.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114874.976562 Penalty: 2249.538818
	Iteration 7Q: 3 clusters Score -114875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114876.914062 Penalty: 2249.538818
	Iteration 8Q: 3 clusters Score -114876.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114878.695312 Penalty: 2249.538818
	Iteration 9Q: 3 clusters Score -114878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114879.054688 Penalty: 2249.538818
	Iteration 10Q: 3 clusters Score -114879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114879.054688 Penalty: 2249.538818
	Iteration 11F: 3 clusters Score -114879.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -381755.468750 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -381755.5 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 1654 members 
Entering Unmasked Estep 
Score: -378796.406250 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -378796.4 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -379524.343750 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -379524.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -379694.531250 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -379694.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -379812.468750 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -379812.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -379910.062500 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -379910.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -379967.062500 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -379967.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -380009.062500 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -380009.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -380044.718750 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -380044.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -380082.281250 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -380082.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -380117.812500 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -380117.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -380163.531250 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -380163.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -380217.000000 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -380217 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -380280.531250 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -380280.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -380327.218750 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -380327.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -380361.625000 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -380361.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -380401.406250 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -380401.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -380451.781250 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -380451.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -380486.906250 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -380486.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -380504.687500 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -380504.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -380521.187500 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -380521.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -380538.531250 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -380538.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -380550.281250 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -380550.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -380564.625000 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -380564.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -380572.343750 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -380572.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -380577.468750 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -380577.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -380583.312500 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -380583.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -380591.562500 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -380591.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -380599.062500 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -380599.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -380608.781250 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -380608.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -380619.718750 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -380619.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -380631.875000 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -380631.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -380642.937500 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -380642.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -380648.187500 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -380648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -380648.843750 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -380648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -380650.062500 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -380650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -380651.406250 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -380651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -380652.437500 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -380652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -380653.781250 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -380653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -380656.562500 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -380656.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -380658.625000 Penalty: 2636.083984
	Iteration 39Q: 3 clusters Score -380658.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -380661.156250 Penalty: 2636.083984
	Iteration 40F: 3 clusters Score -380661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -380662.156250 Penalty: 2636.083984
	Iteration 41Q: 3 clusters Score -380662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -380662.656250 Penalty: 2636.083984
	Iteration 42Q: 3 clusters Score -380662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -380663.531250 Penalty: 2636.083984
	Iteration 43Q: 3 clusters Score -380663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -380664.062500 Penalty: 2636.083984
	Iteration 44Q: 3 clusters Score -380664.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -380664.062500 Penalty: 2636.083984
	Iteration 45F: 3 clusters Score -380664.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (111751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111751 members 
Entering Unmasked Estep 
Score: -13101835.000000 Penalty: 1888.904541
	Iteration 0F: 2 clusters Score -1.310184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -13031133.000000 Penalty: 3777.809082
	Iteration 0F: 3 clusters Score -1.303113e+07 nChanged 53464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -13061892.000000 Penalty: 3777.809082
	Iteration 1F: 3 clusters Score -1.306189e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -13062364.000000 Penalty: 3777.809082
	Iteration 2Q: 3 clusters Score -1.306236e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -13062854.000000 Penalty: 3777.809082
	Iteration 3Q: 3 clusters Score -1.306285e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -13063599.000000 Penalty: 3777.809082
	Iteration 4Q: 3 clusters Score -1.30636e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -13064730.000000 Penalty: 3777.809082
	Iteration 5Q: 3 clusters Score -1.306473e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -13066761.000000 Penalty: 3777.809082
	Iteration 6Q: 3 clusters Score -1.306676e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -13070182.000000 Penalty: 3777.809082
	Iteration 7F: 3 clusters Score -1.307018e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -13075735.000000 Penalty: 3777.809082
	Iteration 8F: 3 clusters Score -1.307574e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -13082737.000000 Penalty: 3777.809082
	Iteration 9F: 3 clusters Score -1.308274e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -13089367.000000 Penalty: 3777.809082
	Iteration 10F: 3 clusters Score -1.308937e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104846 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -13095214.000000 Penalty: 3777.809082
	Iteration 11F: 3 clusters Score -1.309521e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108683 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -13098395.000000 Penalty: 3777.809082
	Iteration 12Q: 3 clusters Score -1.30984e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110624 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13099570.000000 Penalty: 3777.809082
	Iteration 13Q: 3 clusters Score -1.309957e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13099942.000000 Penalty: 3777.809082
	Iteration 14Q: 3 clusters Score -1.309994e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13100068.000000 Penalty: 3777.809082
	Iteration 15Q: 3 clusters Score -1.310007e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13100120.000000 Penalty: 3777.809082
	Iteration 16Q: 3 clusters Score -1.310012e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111592 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13100148.000000 Penalty: 3777.809082
	Iteration 17Q: 3 clusters Score -1.310015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111600 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13100172.000000 Penalty: 3777.809082
	Iteration 18Q: 3 clusters Score -1.310017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111608 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13100180.000000 Penalty: 3777.809082
	Iteration 19Q: 3 clusters Score -1.310018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13100182.000000 Penalty: 3777.809082
	Iteration 20F: 3 clusters Score -1.310018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13100184.000000 Penalty: 3777.809082
	Iteration 21Q: 3 clusters Score -1.310018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13100185.000000 Penalty: 3777.809082
	Iteration 22Q: 3 clusters Score -1.310018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111610 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13100185.000000 Penalty: 3777.809082
	Iteration 23F: 3 clusters Score -1.310018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -16030.515625 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -16030.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15476.471680 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -15476.47 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15743.117188 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -15743.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15818.748047 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -15818.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15982.366211 Penalty: 1770.189575
	Iteration 3F: 3 clusters Score -15982.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16114.290039 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -16114.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16405.207031 Penalty: 1770.189575
	Iteration 5F: 3 clusters Score -16405.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16779.771484 Penalty: 1770.189575
	Iteration 6F: 3 clusters Score -16779.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16891.113281 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -16891.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16905.509766 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -16905.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16905.509766 Penalty: 1770.189575
	Iteration 9F: 3 clusters Score -16905.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 15459 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 112386 members 
Mstep: Class 7 contains 4028 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 39824 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90961 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26854 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 13736 members 
Mstep: Class 17 contains 133278 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3331 members 
Mstep: Class 21 contains 111751 members 
Mstep: Class 22 contains 115 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2582 members 
Mstep: Class 26 contains 4817 members 
Mstep: Class 27 contains 68356 members 
Mstep: Class 28 contains 4085 members 
Mstep: Class 29 contains 117 members 
Entering Unmasked Estep 
Score: -86207592.000000 Penalty: 63808.488281
Splitting cluster 22 changes total score from -86207992.000000 to -86207592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Entering Unmasked Estep 
Score: -363836.156250 Penalty: 1306.415527
	Iteration 0F: 2 clusters Score -363836.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -361070.312500 Penalty: 2612.831055
	Iteration 0F: 3 clusters Score -361070.3 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -361741.406250 Penalty: 2612.831055
	Iteration 1F: 3 clusters Score -361741.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -361893.281250 Penalty: 2612.831055
	Iteration 2F: 3 clusters Score -361893.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -361995.875000 Penalty: 2612.831055
	Iteration 3F: 3 clusters Score -361995.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -362080.875000 Penalty: 2612.831055
	Iteration 4Q: 3 clusters Score -362080.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -362128.968750 Penalty: 2612.831055
	Iteration 5Q: 3 clusters Score -362129 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -362163.406250 Penalty: 2612.831055
	Iteration 6Q: 3 clusters Score -362163.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -362199.031250 Penalty: 2612.831055
	Iteration 7Q: 3 clusters Score -362199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -362223.906250 Penalty: 2612.831055
	Iteration 8Q: 3 clusters Score -362223.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -362246.531250 Penalty: 2612.831055
	Iteration 9Q: 3 clusters Score -362246.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -362267.343750 Penalty: 2612.831055
	Iteration 10Q: 3 clusters Score -362267.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -362290.781250 Penalty: 2612.831055
	Iteration 11Q: 3 clusters Score -362290.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -362312.750000 Penalty: 2612.831055
	Iteration 12Q: 3 clusters Score -362312.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -362330.812500 Penalty: 2612.831055
	Iteration 13Q: 3 clusters Score -362330.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -362346.968750 Penalty: 2612.831055
	Iteration 14Q: 3 clusters Score -362347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -362373.093750 Penalty: 2612.831055
	Iteration 15Q: 3 clusters Score -362373.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -362401.625000 Penalty: 2612.831055
	Iteration 16Q: 3 clusters Score -362401.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -362425.593750 Penalty: 2612.831055
	Iteration 17Q: 3 clusters Score -362425.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -362446.062500 Penalty: 2612.831055
	Iteration 18Q: 3 clusters Score -362446.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -362461.281250 Penalty: 2612.831055
	Iteration 19Q: 3 clusters Score -362461.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -362477.875000 Penalty: 2612.831055
	Iteration 20F: 3 clusters Score -362477.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -362498.843750 Penalty: 2612.831055
	Iteration 21Q: 3 clusters Score -362498.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -362522.968750 Penalty: 2612.831055
	Iteration 22Q: 3 clusters Score -362523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -362543.218750 Penalty: 2612.831055
	Iteration 23Q: 3 clusters Score -362543.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -362567.593750 Penalty: 2612.831055
	Iteration 24Q: 3 clusters Score -362567.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -362589.781250 Penalty: 2612.831055
	Iteration 25Q: 3 clusters Score -362589.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -362614.062500 Penalty: 2612.831055
	Iteration 26Q: 3 clusters Score -362614.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -362645.125000 Penalty: 2612.831055
	Iteration 27Q: 3 clusters Score -362645.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -362683.968750 Penalty: 2612.831055
	Iteration 28Q: 3 clusters Score -362684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -362725.375000 Penalty: 2612.831055
	Iteration 29Q: 3 clusters Score -362725.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -362768.031250 Penalty: 2612.831055
	Iteration 30Q: 3 clusters Score -362768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -362814.375000 Penalty: 2612.831055
	Iteration 31Q: 3 clusters Score -362814.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -362855.437500 Penalty: 2612.831055
	Iteration 32Q: 3 clusters Score -362855.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -362884.562500 Penalty: 2612.831055
	Iteration 33Q: 3 clusters Score -362884.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -362905.218750 Penalty: 2612.831055
	Iteration 34Q: 3 clusters Score -362905.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -362915.093750 Penalty: 2612.831055
	Iteration 35Q: 3 clusters Score -362915.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -362923.750000 Penalty: 2612.831055
	Iteration 36Q: 3 clusters Score -362923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -362928.406250 Penalty: 2612.831055
	Iteration 37Q: 3 clusters Score -362928.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -362937.500000 Penalty: 2612.831055
	Iteration 38Q: 3 clusters Score -362937.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -362947.156250 Penalty: 2612.831055
	Iteration 39Q: 3 clusters Score -362947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -362956.531250 Penalty: 2612.831055
	Iteration 40F: 3 clusters Score -362956.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -362963.750000 Penalty: 2612.831055
	Iteration 41Q: 3 clusters Score -362963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -362968.125000 Penalty: 2612.831055
	Iteration 42Q: 3 clusters Score -362968.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -362972.781250 Penalty: 2612.831055
	Iteration 43Q: 3 clusters Score -362972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -362974.406250 Penalty: 2612.831055
	Iteration 44Q: 3 clusters Score -362974.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -362974.406250 Penalty: 2612.831055
	Iteration 45F: 3 clusters Score -362974.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Entering Unmasked Estep 
Score: -839434.812500 Penalty: 1453.192383
	Iteration 0F: 2 clusters Score -839434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -833752.562500 Penalty: 2906.384766
	Iteration 0F: 3 clusters Score -833752.6 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -835426.687500 Penalty: 2906.384766
	Iteration 1F: 3 clusters Score -835426.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -835644.375000 Penalty: 2906.384766
	Iteration 2F: 3 clusters Score -835644.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -835797.187500 Penalty: 2906.384766
	Iteration 3Q: 3 clusters Score -835797.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -835904.375000 Penalty: 2906.384766
	Iteration 4Q: 3 clusters Score -835904.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -835991.937500 Penalty: 2906.384766
	Iteration 5Q: 3 clusters Score -835991.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -836074.812500 Penalty: 2906.384766
	Iteration 6Q: 3 clusters Score -836074.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -836157.250000 Penalty: 2906.384766
	Iteration 7Q: 3 clusters Score -836157.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -836237.687500 Penalty: 2906.384766
	Iteration 8Q: 3 clusters Score -836237.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -836350.125000 Penalty: 2906.384766
	Iteration 9Q: 3 clusters Score -836350.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -836497.875000 Penalty: 2906.384766
	Iteration 10Q: 3 clusters Score -836497.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -836665.812500 Penalty: 2906.384766
	Iteration 11Q: 3 clusters Score -836665.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -836887.750000 Penalty: 2906.384766
	Iteration 12Q: 3 clusters Score -836887.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -837141.937500 Penalty: 2906.384766
	Iteration 13Q: 3 clusters Score -837141.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -837388.625000 Penalty: 2906.384766
	Iteration 14Q: 3 clusters Score -837388.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -837596.750000 Penalty: 2906.384766
	Iteration 15Q: 3 clusters Score -837596.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -837743.375000 Penalty: 2906.384766
	Iteration 16Q: 3 clusters Score -837743.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -837840.187500 Penalty: 2906.384766
	Iteration 17Q: 3 clusters Score -837840.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -837902.687500 Penalty: 2906.384766
	Iteration 18Q: 3 clusters Score -837902.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -837948.250000 Penalty: 2906.384766
	Iteration 19Q: 3 clusters Score -837948.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -837978.500000 Penalty: 2906.384766
	Iteration 20F: 3 clusters Score -837978.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -838012.625000 Penalty: 2906.384766
	Iteration 21Q: 3 clusters Score -838012.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -838046.750000 Penalty: 2906.384766
	Iteration 22Q: 3 clusters Score -838046.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -838080.750000 Penalty: 2906.384766
	Iteration 23Q: 3 clusters Score -838080.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -838109.687500 Penalty: 2906.384766
	Iteration 24Q: 3 clusters Score -838109.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -838132.000000 Penalty: 2906.384766
	Iteration 25Q: 3 clusters Score -838132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -838158.625000 Penalty: 2906.384766
	Iteration 26Q: 3 clusters Score -838158.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -838180.562500 Penalty: 2906.384766
	Iteration 27Q: 3 clusters Score -838180.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -838191.937500 Penalty: 2906.384766
	Iteration 28Q: 3 clusters Score -838191.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -838201.937500 Penalty: 2906.384766
	Iteration 29Q: 3 clusters Score -838201.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -838217.875000 Penalty: 2906.384766
	Iteration 30Q: 3 clusters Score -838217.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -838229.625000 Penalty: 2906.384766
	Iteration 31Q: 3 clusters Score -838229.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -838242.812500 Penalty: 2906.384766
	Iteration 32Q: 3 clusters Score -838242.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -838250.687500 Penalty: 2906.384766
	Iteration 33Q: 3 clusters Score -838250.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -838260.000000 Penalty: 2906.384766
	Iteration 34Q: 3 clusters Score -838260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -838269.375000 Penalty: 2906.384766
	Iteration 35Q: 3 clusters Score -838269.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -838277.125000 Penalty: 2906.384766
	Iteration 36Q: 3 clusters Score -838277.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -838287.562500 Penalty: 2906.384766
	Iteration 37Q: 3 clusters Score -838287.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -838293.125000 Penalty: 2906.384766
	Iteration 38Q: 3 clusters Score -838293.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -838296.687500 Penalty: 2906.384766
	Iteration 39Q: 3 clusters Score -838296.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -838302.625000 Penalty: 2906.384766
	Iteration 40F: 3 clusters Score -838302.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -838304.187500 Penalty: 2906.384766
	Iteration 41Q: 3 clusters Score -838304.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -838308.062500 Penalty: 2906.384766
	Iteration 42Q: 3 clusters Score -838308.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -838309.625000 Penalty: 2906.384766
	Iteration 43Q: 3 clusters Score -838309.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -838312.625000 Penalty: 2906.384766
	Iteration 44Q: 3 clusters Score -838312.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -838314.562500 Penalty: 2906.384766
	Iteration 45Q: 3 clusters Score -838314.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -838316.000000 Penalty: 2906.384766
	Iteration 46Q: 3 clusters Score -838316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -838317.000000 Penalty: 2906.384766
	Iteration 47Q: 3 clusters Score -838317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -838317.937500 Penalty: 2906.384766
	Iteration 48Q: 3 clusters Score -838317.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -838320.062500 Penalty: 2906.384766
	Iteration 49Q: 3 clusters Score -838320.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -838320.437500 Penalty: 2906.384766
	Iteration 50Q: 3 clusters Score -838320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -838323.375000 Penalty: 2906.384766
	Iteration 51Q: 3 clusters Score -838323.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -838324.187500 Penalty: 2906.384766
	Iteration 52Q: 3 clusters Score -838324.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -838326.250000 Penalty: 2906.384766
	Iteration 53Q: 3 clusters Score -838326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -838326.437500 Penalty: 2906.384766
	Iteration 54Q: 3 clusters Score -838326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -838327.562500 Penalty: 2906.384766
	Iteration 55Q: 3 clusters Score -838327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -838329.812500 Penalty: 2906.384766
	Iteration 56Q: 3 clusters Score -838329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -838330.437500 Penalty: 2906.384766
	Iteration 57Q: 3 clusters Score -838330.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -838330.375000 Penalty: 2906.384766
	Iteration 58Q: 3 clusters Score -838330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -838330.750000 Penalty: 2906.384766
	Iteration 59Q: 3 clusters Score -838330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -838330.750000 Penalty: 2906.384766
	Iteration 60F: 3 clusters Score -838330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -286650.343750 Penalty: 1276.651855
	Iteration 0F: 2 clusters Score -286650.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -284192.156250 Penalty: 2553.303711
	Iteration 0F: 3 clusters Score -284192.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -284754.343750 Penalty: 2553.303711
	Iteration 1F: 3 clusters Score -284754.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -284883.750000 Penalty: 2553.303711
	Iteration 2F: 3 clusters Score -284883.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284992.812500 Penalty: 2553.303711
	Iteration 3F: 3 clusters Score -284992.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -285096.093750 Penalty: 2553.303711
	Iteration 4Q: 3 clusters Score -285096.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -285191.968750 Penalty: 2553.303711
	Iteration 5Q: 3 clusters Score -285192 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -285271.406250 Penalty: 2553.303711
	Iteration 6Q: 3 clusters Score -285271.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -285329.812500 Penalty: 2553.303711
	Iteration 7Q: 3 clusters Score -285329.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -285370.375000 Penalty: 2553.303711
	Iteration 8Q: 3 clusters Score -285370.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -285410.187500 Penalty: 2553.303711
	Iteration 9Q: 3 clusters Score -285410.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -285441.906250 Penalty: 2553.303711
	Iteration 10Q: 3 clusters Score -285441.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -285462.375000 Penalty: 2553.303711
	Iteration 11Q: 3 clusters Score -285462.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -285481.156250 Penalty: 2553.303711
	Iteration 12Q: 3 clusters Score -285481.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -285495.625000 Penalty: 2553.303711
	Iteration 13Q: 3 clusters Score -285495.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -285505.781250 Penalty: 2553.303711
	Iteration 14Q: 3 clusters Score -285505.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -285513.875000 Penalty: 2553.303711
	Iteration 15Q: 3 clusters Score -285513.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -285522.062500 Penalty: 2553.303711
	Iteration 16Q: 3 clusters Score -285522.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -285532.343750 Penalty: 2553.303711
	Iteration 17Q: 3 clusters Score -285532.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -285539.125000 Penalty: 2553.303711
	Iteration 18Q: 3 clusters Score -285539.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -285545.250000 Penalty: 2553.303711
	Iteration 19Q: 3 clusters Score -285545.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -285550.812500 Penalty: 2553.303711
	Iteration 20F: 3 clusters Score -285550.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -285551.718750 Penalty: 2553.303711
	Iteration 21Q: 3 clusters Score -285551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -285551.937500 Penalty: 2553.303711
	Iteration 22Q: 3 clusters Score -285551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -285552.718750 Penalty: 2553.303711
	Iteration 23Q: 3 clusters Score -285552.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -285554.593750 Penalty: 2553.303711
	Iteration 24Q: 3 clusters Score -285554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -285555.593750 Penalty: 2553.303711
	Iteration 25Q: 3 clusters Score -285555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -285557.593750 Penalty: 2553.303711
	Iteration 26Q: 3 clusters Score -285557.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -285563.312500 Penalty: 2553.303711
	Iteration 27Q: 3 clusters Score -285563.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -285566.593750 Penalty: 2553.303711
	Iteration 28Q: 3 clusters Score -285566.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -285569.125000 Penalty: 2553.303711
	Iteration 29Q: 3 clusters Score -285569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285571.000000 Penalty: 2553.303711
	Iteration 30Q: 3 clusters Score -285571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285572.468750 Penalty: 2553.303711
	Iteration 31Q: 3 clusters Score -285572.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -285572.468750 Penalty: 2553.303711
	Iteration 32Q: 3 clusters Score -285572.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -285572.468750 Penalty: 2553.303711
	Iteration 33F: 3 clusters Score -285572.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Entering Unmasked Estep 
Score: -527289.250000 Penalty: 1377.984863
	Iteration 0F: 2 clusters Score -527289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -523413.375000 Penalty: 2755.969727
	Iteration 0F: 3 clusters Score -523413.4 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -524425.500000 Penalty: 2755.969727
	Iteration 1F: 3 clusters Score -524425.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -524581.750000 Penalty: 2755.969727
	Iteration 2F: 3 clusters Score -524581.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -524721.937500 Penalty: 2755.969727
	Iteration 3F: 3 clusters Score -524721.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -524858.937500 Penalty: 2755.969727
	Iteration 4Q: 3 clusters Score -524858.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -524971.375000 Penalty: 2755.969727
	Iteration 5Q: 3 clusters Score -524971.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -525070.500000 Penalty: 2755.969727
	Iteration 6Q: 3 clusters Score -525070.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -525149.625000 Penalty: 2755.969727
	Iteration 7Q: 3 clusters Score -525149.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -525219.125000 Penalty: 2755.969727
	Iteration 8Q: 3 clusters Score -525219.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -525271.500000 Penalty: 2755.969727
	Iteration 9Q: 3 clusters Score -525271.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -525330.437500 Penalty: 2755.969727
	Iteration 10Q: 3 clusters Score -525330.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -525382.625000 Penalty: 2755.969727
	Iteration 11Q: 3 clusters Score -525382.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -525429.125000 Penalty: 2755.969727
	Iteration 12Q: 3 clusters Score -525429.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -525490.312500 Penalty: 2755.969727
	Iteration 13Q: 3 clusters Score -525490.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -525546.875000 Penalty: 2755.969727
	Iteration 14Q: 3 clusters Score -525546.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -525592.187500 Penalty: 2755.969727
	Iteration 15Q: 3 clusters Score -525592.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -525633.437500 Penalty: 2755.969727
	Iteration 16Q: 3 clusters Score -525633.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -525671.125000 Penalty: 2755.969727
	Iteration 17Q: 3 clusters Score -525671.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -525713.125000 Penalty: 2755.969727
	Iteration 18Q: 3 clusters Score -525713.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -525765.500000 Penalty: 2755.969727
	Iteration 19Q: 3 clusters Score -525765.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -525821.062500 Penalty: 2755.969727
	Iteration 20F: 3 clusters Score -525821.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -525864.875000 Penalty: 2755.969727
	Iteration 21Q: 3 clusters Score -525864.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -525899.687500 Penalty: 2755.969727
	Iteration 22Q: 3 clusters Score -525899.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -525922.187500 Penalty: 2755.969727
	Iteration 23Q: 3 clusters Score -525922.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -525944.875000 Penalty: 2755.969727
	Iteration 24Q: 3 clusters Score -525944.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -525970.937500 Penalty: 2755.969727
	Iteration 25Q: 3 clusters Score -525970.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -525989.562500 Penalty: 2755.969727
	Iteration 26Q: 3 clusters Score -525989.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -526006.312500 Penalty: 2755.969727
	Iteration 27Q: 3 clusters Score -526006.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -526022.562500 Penalty: 2755.969727
	Iteration 28Q: 3 clusters Score -526022.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -526039.875000 Penalty: 2755.969727
	Iteration 29Q: 3 clusters Score -526039.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -526053.875000 Penalty: 2755.969727
	Iteration 30Q: 3 clusters Score -526053.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -526060.937500 Penalty: 2755.969727
	Iteration 31Q: 3 clusters Score -526060.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -526063.062500 Penalty: 2755.969727
	Iteration 32Q: 3 clusters Score -526063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -526065.125000 Penalty: 2755.969727
	Iteration 33Q: 3 clusters Score -526065.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -526069.062500 Penalty: 2755.969727
	Iteration 34Q: 3 clusters Score -526069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -526071.750000 Penalty: 2755.969727
	Iteration 35Q: 3 clusters Score -526071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -526073.500000 Penalty: 2755.969727
	Iteration 36Q: 3 clusters Score -526073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -526077.125000 Penalty: 2755.969727
	Iteration 37Q: 3 clusters Score -526077.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -526081.750000 Penalty: 2755.969727
	Iteration 38Q: 3 clusters Score -526081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -526085.687500 Penalty: 2755.969727
	Iteration 39Q: 3 clusters Score -526085.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -526092.875000 Penalty: 2755.969727
	Iteration 40F: 3 clusters Score -526092.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -526102.562500 Penalty: 2755.969727
	Iteration 41Q: 3 clusters Score -526102.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -526112.187500 Penalty: 2755.969727
	Iteration 42Q: 3 clusters Score -526112.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -526121.375000 Penalty: 2755.969727
	Iteration 43Q: 3 clusters Score -526121.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -526129.812500 Penalty: 2755.969727
	Iteration 44Q: 3 clusters Score -526129.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -526135.062500 Penalty: 2755.969727
	Iteration 45Q: 3 clusters Score -526135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -526143.000000 Penalty: 2755.969727
	Iteration 46Q: 3 clusters Score -526143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -526147.687500 Penalty: 2755.969727
	Iteration 47Q: 3 clusters Score -526147.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -526150.125000 Penalty: 2755.969727
	Iteration 48Q: 3 clusters Score -526150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -526151.062500 Penalty: 2755.969727
	Iteration 49Q: 3 clusters Score -526151.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -526154.187500 Penalty: 2755.969727
	Iteration 50Q: 3 clusters Score -526154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -526157.687500 Penalty: 2755.969727
	Iteration 51Q: 3 clusters Score -526157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -526159.562500 Penalty: 2755.969727
	Iteration 52Q: 3 clusters Score -526159.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -526163.000000 Penalty: 2755.969727
	Iteration 53Q: 3 clusters Score -526163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -526164.187500 Penalty: 2755.969727
	Iteration 54Q: 3 clusters Score -526164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -526166.375000 Penalty: 2755.969727
	Iteration 55Q: 3 clusters Score -526166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -526166.062500 Penalty: 2755.969727
	Iteration 56Q: 3 clusters Score -526166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -526166.312500 Penalty: 2755.969727
	Iteration 57Q: 3 clusters Score -526166.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -526166.312500 Penalty: 2755.969727
	Iteration 58F: 3 clusters Score -526166.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (68356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Entering Unmasked Estep 
Score: -7926838.000000 Penalty: 1809.028687
	Iteration 0F: 2 clusters Score -7926838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -7881172.000000 Penalty: 3618.057373
	Iteration 0F: 3 clusters Score -7881172 nChanged 32358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -7899916.500000 Penalty: 3618.057373
	Iteration 1F: 3 clusters Score -7899916 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -7900759.000000 Penalty: 3618.057373
	Iteration 2Q: 3 clusters Score -7900759 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -7902104.500000 Penalty: 3618.057373
	Iteration 3Q: 3 clusters Score -7902104 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -7904225.500000 Penalty: 3618.057373
	Iteration 4F: 3 clusters Score -7904226 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -7907817.500000 Penalty: 3618.057373
	Iteration 5F: 3 clusters Score -7907818 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -7912913.000000 Penalty: 3618.057373
	Iteration 6F: 3 clusters Score -7912913 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -7918521.000000 Penalty: 3618.057373
	Iteration 7F: 3 clusters Score -7918521 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -7922532.000000 Penalty: 3618.057373
	Iteration 8F: 3 clusters Score -7922532 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7924355.500000 Penalty: 3618.057373
	Iteration 9Q: 3 clusters Score -7924356 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7924963.000000 Penalty: 3618.057373
	Iteration 10Q: 3 clusters Score -7924963 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7925179.500000 Penalty: 3618.057373
	Iteration 11Q: 3 clusters Score -7925180 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7925267.000000 Penalty: 3618.057373
	Iteration 12Q: 3 clusters Score -7925267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7925328.500000 Penalty: 3618.057373
	Iteration 13Q: 3 clusters Score -7925328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7925357.500000 Penalty: 3618.057373
	Iteration 14Q: 3 clusters Score -7925358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7925389.000000 Penalty: 3618.057373
	Iteration 15Q: 3 clusters Score -7925389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7925393.000000 Penalty: 3618.057373
	Iteration 16Q: 3 clusters Score -7925393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7925391.000000 Penalty: 3618.057373
	Iteration 17Q: 3 clusters Score -7925391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7925393.000000 Penalty: 3618.057373
	Iteration 18Q: 3 clusters Score -7925393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7925392.500000 Penalty: 3618.057373
	Iteration 19Q: 3 clusters Score -7925392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7925401.000000 Penalty: 3618.057373
	Iteration 20F: 3 clusters Score -7925401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7925400.000000 Penalty: 3618.057373
	Iteration 21Q: 3 clusters Score -7925400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7925400.000000 Penalty: 3618.057373
	Iteration 22Q: 3 clusters Score -7925400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7925401.500000 Penalty: 3618.057373
	Iteration 23Q: 3 clusters Score -7925402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7925406.000000 Penalty: 3618.057373
	Iteration 24Q: 3 clusters Score -7925406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7925411.000000 Penalty: 3618.057373
	Iteration 25Q: 3 clusters Score -7925411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7925412.500000 Penalty: 3618.057373
	Iteration 26Q: 3 clusters Score -7925412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7925412.500000 Penalty: 3618.057373
	Iteration 27F: 3 clusters Score -7925412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Entering Unmasked Estep 
Score: -470056.156250 Penalty: 1351.199951
	Iteration 0F: 2 clusters Score -470056.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -466633.250000 Penalty: 2702.399902
	Iteration 0F: 3 clusters Score -466633.2 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -467532.625000 Penalty: 2702.399902
	Iteration 1F: 3 clusters Score -467532.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -467725.781250 Penalty: 2702.399902
	Iteration 2F: 3 clusters Score -467725.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -467858.218750 Penalty: 2702.399902
	Iteration 3F: 3 clusters Score -467858.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -467954.562500 Penalty: 2702.399902
	Iteration 4Q: 3 clusters Score -467954.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -468027.718750 Penalty: 2702.399902
	Iteration 5Q: 3 clusters Score -468027.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -468106.781250 Penalty: 2702.399902
	Iteration 6Q: 3 clusters Score -468106.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -468190.250000 Penalty: 2702.399902
	Iteration 7Q: 3 clusters Score -468190.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -468293.593750 Penalty: 2702.399902
	Iteration 8Q: 3 clusters Score -468293.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -468423.156250 Penalty: 2702.399902
	Iteration 9Q: 3 clusters Score -468423.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -468548.781250 Penalty: 2702.399902
	Iteration 10Q: 3 clusters Score -468548.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -468659.031250 Penalty: 2702.399902
	Iteration 11Q: 3 clusters Score -468659 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -468732.468750 Penalty: 2702.399902
	Iteration 12Q: 3 clusters Score -468732.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -468791.093750 Penalty: 2702.399902
	Iteration 13Q: 3 clusters Score -468791.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -468838.843750 Penalty: 2702.399902
	Iteration 14Q: 3 clusters Score -468838.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -468870.375000 Penalty: 2702.399902
	Iteration 15Q: 3 clusters Score -468870.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -468902.125000 Penalty: 2702.399902
	Iteration 16Q: 3 clusters Score -468902.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -468938.781250 Penalty: 2702.399902
	Iteration 17Q: 3 clusters Score -468938.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -468973.781250 Penalty: 2702.399902
	Iteration 18Q: 3 clusters Score -468973.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -469000.812500 Penalty: 2702.399902
	Iteration 19Q: 3 clusters Score -469000.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -469027.468750 Penalty: 2702.399902
	Iteration 20F: 3 clusters Score -469027.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -469050.968750 Penalty: 2702.399902
	Iteration 21Q: 3 clusters Score -469051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -469070.406250 Penalty: 2702.399902
	Iteration 22Q: 3 clusters Score -469070.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -469099.156250 Penalty: 2702.399902
	Iteration 23Q: 3 clusters Score -469099.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -469123.375000 Penalty: 2702.399902
	Iteration 24Q: 3 clusters Score -469123.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -469146.906250 Penalty: 2702.399902
	Iteration 25Q: 3 clusters Score -469146.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -469167.812500 Penalty: 2702.399902
	Iteration 26Q: 3 clusters Score -469167.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -469182.625000 Penalty: 2702.399902
	Iteration 27Q: 3 clusters Score -469182.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -469195.187500 Penalty: 2702.399902
	Iteration 28Q: 3 clusters Score -469195.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -469207.687500 Penalty: 2702.399902
	Iteration 29Q: 3 clusters Score -469207.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -469214.687500 Penalty: 2702.399902
	Iteration 30Q: 3 clusters Score -469214.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -469222.593750 Penalty: 2702.399902
	Iteration 31Q: 3 clusters Score -469222.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -469232.281250 Penalty: 2702.399902
	Iteration 32Q: 3 clusters Score -469232.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -469242.093750 Penalty: 2702.399902
	Iteration 33Q: 3 clusters Score -469242.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -469255.593750 Penalty: 2702.399902
	Iteration 34Q: 3 clusters Score -469255.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -469262.281250 Penalty: 2702.399902
	Iteration 35Q: 3 clusters Score -469262.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -469269.750000 Penalty: 2702.399902
	Iteration 36Q: 3 clusters Score -469269.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -469277.656250 Penalty: 2702.399902
	Iteration 37Q: 3 clusters Score -469277.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -469280.843750 Penalty: 2702.399902
	Iteration 38Q: 3 clusters Score -469280.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -469283.062500 Penalty: 2702.399902
	Iteration 39Q: 3 clusters Score -469283.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -469285.625000 Penalty: 2702.399902
	Iteration 40F: 3 clusters Score -469285.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -469287.218750 Penalty: 2702.399902
	Iteration 41Q: 3 clusters Score -469287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -469286.812500 Penalty: 2702.399902
	Iteration 42Q: 3 clusters Score -469286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -469288.218750 Penalty: 2702.399902
	Iteration 43Q: 3 clusters Score -469288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -469289.000000 Penalty: 2702.399902
	Iteration 44Q: 3 clusters Score -469289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -469289.812500 Penalty: 2702.399902
	Iteration 45Q: 3 clusters Score -469289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -469290.687500 Penalty: 2702.399902
	Iteration 46Q: 3 clusters Score -469290.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -469291.437500 Penalty: 2702.399902
	Iteration 47Q: 3 clusters Score -469291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -469291.593750 Penalty: 2702.399902
	Iteration 48Q: 3 clusters Score -469291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -469292.218750 Penalty: 2702.399902
	Iteration 49Q: 3 clusters Score -469292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -469292.875000 Penalty: 2702.399902
	Iteration 50Q: 3 clusters Score -469292.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -469294.125000 Penalty: 2702.399902
	Iteration 51Q: 3 clusters Score -469294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -469294.562500 Penalty: 2702.399902
	Iteration 52Q: 3 clusters Score -469294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -469294.562500 Penalty: 2702.399902
	Iteration 53F: 3 clusters Score -469294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 15459 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 112386 members 
Mstep: Class 7 contains 4028 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 39824 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 90961 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26854 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 13736 members 
Mstep: Class 17 contains 133278 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3331 members 
Mstep: Class 21 contains 111751 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2582 members 
Mstep: Class 26 contains 4817 members 
Mstep: Class 27 contains 68356 members 
Mstep: Class 28 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208000.000000 Penalty: 61608.199219
Iteration 399Q: 29 clusters Score -8.6208e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 15456 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 112443 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 39673 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91026 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26854 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 13746 members 
Mstep: Class 17 contains 133291 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 111747 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3104 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2582 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 68360 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207832.000000 Penalty: 61608.199219
Iteration 400F: 29 clusters Score -8.620783e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 112528 members 
Mstep: Class 7 contains 4031 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 39529 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91073 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26854 members 
Mstep: Class 15 contains 12797 members 
Mstep: Class 16 contains 13754 members 
Mstep: Class 17 contains 133302 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3331 members 
Mstep: Class 21 contains 111737 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3104 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2582 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 68364 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207680.000000 Penalty: 61608.199219
Iteration 401Q: 29 clusters Score -8.620768e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 15453 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 112580 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 39369 members 
Mstep: Class 10 contains 12911 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91127 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26853 members 
Mstep: Class 15 contains 12794 members 
Mstep: Class 16 contains 13766 members 
Mstep: Class 17 contains 133307 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3330 members 
Mstep: Class 21 contains 111768 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3104 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2582 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 68367 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207592.000000 Penalty: 61608.199219
Iteration 402Q: 29 clusters Score -8.620759e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 13782 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 112634 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 39210 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91182 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26854 members 
Mstep: Class 15 contains 12791 members 
Mstep: Class 16 contains 13780 members 
Mstep: Class 17 contains 133306 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3328 members 
Mstep: Class 21 contains 111783 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2584 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 68372 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207544.000000 Penalty: 61608.199219
Iteration 403Q: 29 clusters Score -8.620754e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 112715 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 39059 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91211 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26856 members 
Mstep: Class 15 contains 12789 members 
Mstep: Class 16 contains 13785 members 
Mstep: Class 17 contains 133303 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3328 members 
Mstep: Class 21 contains 111790 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3117 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2584 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 68386 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207552.000000 Penalty: 61608.199219
Iteration 404Q: 29 clusters Score -8.620755e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 112786 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 38899 members 
Mstep: Class 10 contains 12915 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91251 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26857 members 
Mstep: Class 15 contains 12789 members 
Mstep: Class 16 contains 13792 members 
Mstep: Class 17 contains 133302 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3327 members 
Mstep: Class 21 contains 111812 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3120 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2583 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 68392 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207360.000000 Penalty: 61608.199219
Iteration 405Q: 29 clusters Score -8.620736e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 112867 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 38731 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91294 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26857 members 
Mstep: Class 15 contains 12786 members 
Mstep: Class 16 contains 13791 members 
Mstep: Class 17 contains 133294 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3330 members 
Mstep: Class 21 contains 111847 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2582 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 68395 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207464.000000 Penalty: 61608.199219
Iteration 406Q: 29 clusters Score -8.620746e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 15455 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 112941 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 38576 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91332 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26858 members 
Mstep: Class 15 contains 12784 members 
Mstep: Class 16 contains 13796 members 
Mstep: Class 17 contains 133295 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 111867 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 68405 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207472.000000 Penalty: 61608.199219
Iteration 407Q: 29 clusters Score -8.620747e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 113009 members 
Mstep: Class 7 contains 4031 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 38397 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91396 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26859 members 
Mstep: Class 15 contains 12783 members 
Mstep: Class 16 contains 13799 members 
Mstep: Class 17 contains 133285 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3334 members 
Mstep: Class 21 contains 111910 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3122 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 68412 members 
Mstep: Class 28 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207392.000000 Penalty: 61608.199219
Iteration 408Q: 29 clusters Score -8.620739e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 15453 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 113081 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 38210 members 
Mstep: Class 10 contains 12921 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91444 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26860 members 
Mstep: Class 15 contains 12782 members 
Mstep: Class 16 contains 13800 members 
Mstep: Class 17 contains 133279 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3336 members 
Mstep: Class 21 contains 111953 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 68419 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207368.000000 Penalty: 61608.199219
Iteration 409Q: 29 clusters Score -8.620737e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 113154 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 38027 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91483 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26861 members 
Mstep: Class 15 contains 12783 members 
Mstep: Class 16 contains 13799 members 
Mstep: Class 17 contains 133291 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3340 members 
Mstep: Class 21 contains 111983 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3128 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 4811 members 
Mstep: Class 27 contains 68427 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207344.000000 Penalty: 61608.199219
Iteration 410Q: 29 clusters Score -8.620734e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 113221 members 
Mstep: Class 7 contains 4039 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 37835 members 
Mstep: Class 10 contains 12916 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91512 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26862 members 
Mstep: Class 15 contains 12784 members 
Mstep: Class 16 contains 13805 members 
Mstep: Class 17 contains 133309 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3340 members 
Mstep: Class 21 contains 112031 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 68432 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207320.000000 Penalty: 61608.199219
Iteration 411Q: 29 clusters Score -8.620732e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 15451 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 113245 members 
Mstep: Class 7 contains 4041 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 37644 members 
Mstep: Class 10 contains 12914 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91561 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26863 members 
Mstep: Class 15 contains 12782 members 
Mstep: Class 16 contains 13807 members 
Mstep: Class 17 contains 133322 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3339 members 
Mstep: Class 21 contains 112100 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 68438 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207280.000000 Penalty: 61608.199219
Iteration 412Q: 29 clusters Score -8.620728e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 15450 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 113257 members 
Mstep: Class 7 contains 4041 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 37458 members 
Mstep: Class 10 contains 12911 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91633 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26863 members 
Mstep: Class 15 contains 12780 members 
Mstep: Class 16 contains 13813 members 
Mstep: Class 17 contains 133342 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3341 members 
Mstep: Class 21 contains 112159 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 68446 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207104.000000 Penalty: 61608.199219
Iteration 413Q: 29 clusters Score -8.62071e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 15448 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 113276 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 37247 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91699 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26864 members 
Mstep: Class 15 contains 12776 members 
Mstep: Class 16 contains 13813 members 
Mstep: Class 17 contains 133353 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3343 members 
Mstep: Class 21 contains 112244 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3146 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 4816 members 
Mstep: Class 27 contains 68456 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207008.000000 Penalty: 61608.199219
Iteration 414Q: 29 clusters Score -8.620701e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 15451 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 113302 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 37061 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91751 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26863 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 13812 members 
Mstep: Class 17 contains 133364 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3343 members 
Mstep: Class 21 contains 112319 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3153 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 68461 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206984.000000 Penalty: 61608.199219
Iteration 415Q: 29 clusters Score -8.620698e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 15455 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 113349 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 36869 members 
Mstep: Class 10 contains 12912 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91821 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26865 members 
Mstep: Class 15 contains 12765 members 
Mstep: Class 16 contains 13816 members 
Mstep: Class 17 contains 133371 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3342 members 
Mstep: Class 21 contains 112366 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 68471 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206904.000000 Penalty: 61608.199219
Iteration 416Q: 29 clusters Score -8.62069e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 15456 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 113372 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 36646 members 
Mstep: Class 10 contains 12911 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91909 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26864 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 13816 members 
Mstep: Class 17 contains 133378 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3342 members 
Mstep: Class 21 contains 112440 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3165 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 68484 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207072.000000 Penalty: 61608.199219
Iteration 417Q: 29 clusters Score -8.620707e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 15455 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 113413 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 36445 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 91998 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26866 members 
Mstep: Class 15 contains 12759 members 
Mstep: Class 16 contains 13811 members 
Mstep: Class 17 contains 133385 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3342 members 
Mstep: Class 21 contains 112473 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 68501 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207200.000000 Penalty: 61608.199219
Iteration 418Q: 29 clusters Score -8.62072e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 15456 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 113458 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 36222 members 
Mstep: Class 10 contains 12905 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 92083 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26867 members 
Mstep: Class 15 contains 12760 members 
Mstep: Class 16 contains 13812 members 
Mstep: Class 17 contains 133403 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3341 members 
Mstep: Class 21 contains 112530 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 4823 members 
Mstep: Class 27 contains 68504 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206928.000000 Penalty: 61608.199219
Iteration 419Q: 29 clusters Score -8.620693e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 15457 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 113512 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 35982 members 
Mstep: Class 10 contains 12904 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 92166 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26866 members 
Mstep: Class 15 contains 12754 members 
Mstep: Class 16 contains 13819 members 
Mstep: Class 17 contains 133404 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 21 contains 112608 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3182 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 4825 members 
Mstep: Class 27 contains 68515 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206832.000000 Penalty: 61608.199219
Iteration 420F: 29 clusters Score -8.620683e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 15456 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3684 members 
Mstep: Class 6 contains 113581 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 35731 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 92259 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26866 members 
Mstep: Class 15 contains 12752 members 
Mstep: Class 16 contains 13823 members 
Mstep: Class 17 contains 133409 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3345 members 
Mstep: Class 21 contains 112690 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 4830 members 
Mstep: Class 27 contains 68518 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206632.000000 Penalty: 61608.199219
Iteration 421Q: 29 clusters Score -8.620663e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 15456 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 113651 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 35495 members 
Mstep: Class 10 contains 12897 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 92343 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26865 members 
Mstep: Class 15 contains 12756 members 
Mstep: Class 16 contains 13815 members 
Mstep: Class 17 contains 133415 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3346 members 
Mstep: Class 21 contains 112763 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3182 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 4832 members 
Mstep: Class 27 contains 68528 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206352.000000 Penalty: 61608.199219
Iteration 422Q: 29 clusters Score -8.620635e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 15455 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 113710 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 35276 members 
Mstep: Class 10 contains 12896 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 92422 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26867 members 
Mstep: Class 15 contains 12756 members 
Mstep: Class 16 contains 13811 members 
Mstep: Class 17 contains 133425 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 112799 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 68546 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206208.000000 Penalty: 61608.199219
Iteration 423Q: 29 clusters Score -8.620621e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 113779 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 35027 members 
Mstep: Class 10 contains 12892 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 92501 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26868 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 13806 members 
Mstep: Class 17 contains 133436 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3353 members 
Mstep: Class 21 contains 112858 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 4837 members 
Mstep: Class 27 contains 68567 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206048.000000 Penalty: 61608.199219
Iteration 424Q: 29 clusters Score -8.620605e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 113850 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 34770 members 
Mstep: Class 10 contains 12891 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 92596 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26871 members 
Mstep: Class 15 contains 12756 members 
Mstep: Class 16 contains 13801 members 
Mstep: Class 17 contains 133442 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3352 members 
Mstep: Class 21 contains 112920 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 68589 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205816.000000 Penalty: 61608.199219
Iteration 425Q: 29 clusters Score -8.620582e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 15451 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 113940 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 34515 members 
Mstep: Class 10 contains 12894 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 92694 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26871 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 13799 members 
Mstep: Class 17 contains 133440 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3355 members 
Mstep: Class 21 contains 112940 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 4840 members 
Mstep: Class 27 contains 68614 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205624.000000 Penalty: 61608.199219
Iteration 426Q: 29 clusters Score -8.620562e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 15448 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 114025 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 34262 members 
Mstep: Class 10 contains 12895 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 92819 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26872 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 13794 members 
Mstep: Class 17 contains 133425 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3359 members 
Mstep: Class 21 contains 112963 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 4840 members 
Mstep: Class 27 contains 68645 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205592.000000 Penalty: 61608.199219
Iteration 427Q: 29 clusters Score -8.620559e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66535 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 15447 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 114131 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 34014 members 
Mstep: Class 10 contains 12893 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 92922 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26874 members 
Mstep: Class 15 contains 12755 members 
Mstep: Class 16 contains 13798 members 
Mstep: Class 17 contains 133411 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3362 members 
Mstep: Class 21 contains 112963 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 68673 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205232.000000 Penalty: 61608.199219
Iteration 428Q: 29 clusters Score -8.620523e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 15445 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 114221 members 
Mstep: Class 7 contains 4039 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 33791 members 
Mstep: Class 10 contains 12890 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 93036 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26877 members 
Mstep: Class 15 contains 12753 members 
Mstep: Class 16 contains 13810 members 
Mstep: Class 17 contains 133410 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3367 members 
Mstep: Class 21 contains 112911 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3196 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 68708 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205224.000000 Penalty: 61608.199219
Iteration 429Q: 29 clusters Score -8.620522e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 15444 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 114289 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 33573 members 
Mstep: Class 10 contains 12888 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93147 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26878 members 
Mstep: Class 15 contains 12750 members 
Mstep: Class 16 contains 13826 members 
Mstep: Class 17 contains 133421 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 112863 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 68749 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205112.000000 Penalty: 61608.199219
Iteration 430Q: 29 clusters Score -8.620511e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 15443 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 114346 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 33352 members 
Mstep: Class 10 contains 12885 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93268 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26880 members 
Mstep: Class 15 contains 12749 members 
Mstep: Class 16 contains 13831 members 
Mstep: Class 17 contains 133417 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3373 members 
Mstep: Class 21 contains 112840 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 68782 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205112.000000 Penalty: 61608.199219
Iteration 431Q: 29 clusters Score -8.620511e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 15444 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 114391 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 33125 members 
Mstep: Class 10 contains 12878 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93399 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26883 members 
Mstep: Class 15 contains 12745 members 
Mstep: Class 16 contains 13836 members 
Mstep: Class 17 contains 133406 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3376 members 
Mstep: Class 21 contains 112840 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3219 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 68817 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205088.000000 Penalty: 61608.199219
Iteration 432Q: 29 clusters Score -8.620509e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 15446 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 114439 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 32881 members 
Mstep: Class 10 contains 12876 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93522 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26886 members 
Mstep: Class 15 contains 12743 members 
Mstep: Class 16 contains 13832 members 
Mstep: Class 17 contains 133399 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3381 members 
Mstep: Class 21 contains 112850 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3230 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 4830 members 
Mstep: Class 27 contains 68843 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205064.000000 Penalty: 61608.199219
Iteration 433Q: 29 clusters Score -8.620506e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 15447 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 114470 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 32651 members 
Mstep: Class 10 contains 12874 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93637 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26887 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 13835 members 
Mstep: Class 17 contains 133409 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3382 members 
Mstep: Class 21 contains 112854 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 68864 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204840.000000 Penalty: 61608.199219
Iteration 434Q: 29 clusters Score -8.620484e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 13760 members 
Mstep: Class 3 contains 15449 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 114523 members 
Mstep: Class 7 contains 4036 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 32392 members 
Mstep: Class 10 contains 12872 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93767 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26887 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 13837 members 
Mstep: Class 17 contains 133403 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 112875 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3255 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 68886 members 
Mstep: Class 28 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204680.000000 Penalty: 61608.199219
Iteration 435Q: 29 clusters Score -8.620468e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 15450 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 114569 members 
Mstep: Class 7 contains 4038 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 32111 members 
Mstep: Class 10 contains 12871 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 93900 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26888 members 
Mstep: Class 15 contains 12737 members 
Mstep: Class 16 contains 13840 members 
Mstep: Class 17 contains 133406 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 112916 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3279 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 68894 members 
Mstep: Class 28 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204656.000000 Penalty: 61608.199219
Iteration 436Q: 29 clusters Score -8.620466e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 13750 members 
Mstep: Class 3 contains 15450 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 114632 members 
Mstep: Class 7 contains 4038 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 31810 members 
Mstep: Class 10 contains 12870 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94017 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26890 members 
Mstep: Class 15 contains 12735 members 
Mstep: Class 16 contains 13842 members 
Mstep: Class 17 contains 133403 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 112989 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 4842 members 
Mstep: Class 27 contains 68898 members 
Mstep: Class 28 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204376.000000 Penalty: 61608.199219
Iteration 437Q: 29 clusters Score -8.620438e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 13748 members 
Mstep: Class 3 contains 15450 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3681 members 
Mstep: Class 6 contains 114670 members 
Mstep: Class 7 contains 4036 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 31538 members 
Mstep: Class 10 contains 12864 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94161 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26889 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 13845 members 
Mstep: Class 17 contains 133419 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 113026 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3306 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 68902 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204416.000000 Penalty: 61608.199219
Iteration 438Q: 29 clusters Score -8.620442e+07 nChanged 902
Entering ConstructFrom: 
Score: -86204416.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (66828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Entering Unmasked Estep 
Score: -7778274.500000 Penalty: 1805.355103
	Iteration 0F: 2 clusters Score -7778274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -7733942.500000 Penalty: 3610.710205
	Iteration 0F: 3 clusters Score -7733942 nChanged 31455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -7752286.000000 Penalty: 3610.710205
	Iteration 1F: 3 clusters Score -7752286 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -7753283.500000 Penalty: 3610.710205
	Iteration 2Q: 3 clusters Score -7753284 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -7754520.000000 Penalty: 3610.710205
	Iteration 3Q: 3 clusters Score -7754520 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -7756285.500000 Penalty: 3610.710205
	Iteration 4Q: 3 clusters Score -7756286 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7758461.500000 Penalty: 3610.710205
	Iteration 5F: 3 clusters Score -7758462 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -7760793.500000 Penalty: 3610.710205
	Iteration 6F: 3 clusters Score -7760794 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -7763593.000000 Penalty: 3610.710205
	Iteration 7F: 3 clusters Score -7763593 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -7766113.000000 Penalty: 3610.710205
	Iteration 8F: 3 clusters Score -7766113 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -7767970.500000 Penalty: 3610.710205
	Iteration 9Q: 3 clusters Score -7767970 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -7769007.000000 Penalty: 3610.710205
	Iteration 10Q: 3 clusters Score -7769007 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -7769520.500000 Penalty: 3610.710205
	Iteration 11Q: 3 clusters Score -7769520 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -7769853.500000 Penalty: 3610.710205
	Iteration 12Q: 3 clusters Score -7769854 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -7770136.500000 Penalty: 3610.710205
	Iteration 13Q: 3 clusters Score -7770136 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -7770420.500000 Penalty: 3610.710205
	Iteration 14Q: 3 clusters Score -7770420 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -7770703.000000 Penalty: 3610.710205
	Iteration 15Q: 3 clusters Score -7770703 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -7770979.000000 Penalty: 3610.710205
	Iteration 16Q: 3 clusters Score -7770979 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -7771310.000000 Penalty: 3610.710205
	Iteration 17Q: 3 clusters Score -7771310 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -7771626.500000 Penalty: 3610.710205
	Iteration 18Q: 3 clusters Score -7771626 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -7771915.000000 Penalty: 3610.710205
	Iteration 19Q: 3 clusters Score -7771915 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -7772278.500000 Penalty: 3610.710205
	Iteration 20F: 3 clusters Score -7772278 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -7772641.500000 Penalty: 3610.710205
	Iteration 21Q: 3 clusters Score -7772642 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -7773054.500000 Penalty: 3610.710205
	Iteration 22Q: 3 clusters Score -7773054 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -7773504.500000 Penalty: 3610.710205
	Iteration 23Q: 3 clusters Score -7773504 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -7773918.000000 Penalty: 3610.710205
	Iteration 24Q: 3 clusters Score -7773918 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -7774273.000000 Penalty: 3610.710205
	Iteration 25Q: 3 clusters Score -7774273 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -7774649.000000 Penalty: 3610.710205
	Iteration 26Q: 3 clusters Score -7774649 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -7774980.000000 Penalty: 3610.710205
	Iteration 27Q: 3 clusters Score -7774980 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -7775303.000000 Penalty: 3610.710205
	Iteration 28Q: 3 clusters Score -7775303 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -7775584.500000 Penalty: 3610.710205
	Iteration 29Q: 3 clusters Score -7775584 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -7775832.500000 Penalty: 3610.710205
	Iteration 30Q: 3 clusters Score -7775832 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -7776043.500000 Penalty: 3610.710205
	Iteration 31Q: 3 clusters Score -7776044 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -7776205.000000 Penalty: 3610.710205
	Iteration 32Q: 3 clusters Score -7776205 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -7776377.000000 Penalty: 3610.710205
	Iteration 33Q: 3 clusters Score -7776377 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -7776496.000000 Penalty: 3610.710205
	Iteration 34Q: 3 clusters Score -7776496 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -7776578.000000 Penalty: 3610.710205
	Iteration 35Q: 3 clusters Score -7776578 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -7776623.500000 Penalty: 3610.710205
	Iteration 36Q: 3 clusters Score -7776624 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -7776665.000000 Penalty: 3610.710205
	Iteration 37Q: 3 clusters Score -7776665 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -7776686.000000 Penalty: 3610.710205
	Iteration 38Q: 3 clusters Score -7776686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -7776700.500000 Penalty: 3610.710205
	Iteration 39Q: 3 clusters Score -7776700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -7776723.500000 Penalty: 3610.710205
	Iteration 40F: 3 clusters Score -7776724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -7776735.500000 Penalty: 3610.710205
	Iteration 41Q: 3 clusters Score -7776736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -7776748.000000 Penalty: 3610.710205
	Iteration 42Q: 3 clusters Score -7776748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -7776771.500000 Penalty: 3610.710205
	Iteration 43Q: 3 clusters Score -7776772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -7776773.000000 Penalty: 3610.710205
	Iteration 44Q: 3 clusters Score -7776773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -7776786.500000 Penalty: 3610.710205
	Iteration 45Q: 3 clusters Score -7776786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -7776793.500000 Penalty: 3610.710205
	Iteration 46Q: 3 clusters Score -7776794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -7776792.500000 Penalty: 3610.710205
	Iteration 47Q: 3 clusters Score -7776792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -7776806.500000 Penalty: 3610.710205
	Iteration 48Q: 3 clusters Score -7776806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -7776818.500000 Penalty: 3610.710205
	Iteration 49Q: 3 clusters Score -7776818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -7776828.000000 Penalty: 3610.710205
	Iteration 50Q: 3 clusters Score -7776828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -7776832.000000 Penalty: 3610.710205
	Iteration 51Q: 3 clusters Score -7776832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -7776835.000000 Penalty: 3610.710205
	Iteration 52Q: 3 clusters Score -7776835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -7776834.500000 Penalty: 3610.710205
	Iteration 53Q: 3 clusters Score -7776834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -7776844.000000 Penalty: 3610.710205
	Iteration 54Q: 3 clusters Score -7776844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -7776851.000000 Penalty: 3610.710205
	Iteration 55Q: 3 clusters Score -7776851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -7776852.000000 Penalty: 3610.710205
	Iteration 56Q: 3 clusters Score -7776852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -7776852.500000 Penalty: 3610.710205
	Iteration 57Q: 3 clusters Score -7776852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 66398 members 
Entering Unmasked Estep 
Score: -7776862.500000 Penalty: 3610.710205
	Iteration 58Q: 3 clusters Score -7776862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -7776864.000000 Penalty: 3610.710205
	Iteration 59Q: 3 clusters Score -7776864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -7776864.000000 Penalty: 3610.710205
	Iteration 60F: 3 clusters Score -7776864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Entering Unmasked Estep 
Score: -1604832.000000 Penalty: 1548.358154
	Iteration 0F: 2 clusters Score -1604832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1595284.750000 Penalty: 3096.716309
	Iteration 0F: 3 clusters Score -1595285 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1598618.750000 Penalty: 3096.716309
	Iteration 1F: 3 clusters Score -1598619 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1598898.125000 Penalty: 3096.716309
	Iteration 2F: 3 clusters Score -1598898 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1599107.750000 Penalty: 3096.716309
	Iteration 3Q: 3 clusters Score -1599108 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1599258.375000 Penalty: 3096.716309
	Iteration 4Q: 3 clusters Score -1599258 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1599374.000000 Penalty: 3096.716309
	Iteration 5Q: 3 clusters Score -1599374 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1599469.500000 Penalty: 3096.716309
	Iteration 6Q: 3 clusters Score -1599470 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1599544.500000 Penalty: 3096.716309
	Iteration 7Q: 3 clusters Score -1599544 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1599646.375000 Penalty: 3096.716309
	Iteration 8Q: 3 clusters Score -1599646 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1599760.750000 Penalty: 3096.716309
	Iteration 9Q: 3 clusters Score -1599761 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1599902.375000 Penalty: 3096.716309
	Iteration 10Q: 3 clusters Score -1599902 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1600076.750000 Penalty: 3096.716309
	Iteration 11Q: 3 clusters Score -1600077 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1600311.750000 Penalty: 3096.716309
	Iteration 12Q: 3 clusters Score -1600312 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1600660.500000 Penalty: 3096.716309
	Iteration 13Q: 3 clusters Score -1600660 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1601097.125000 Penalty: 3096.716309
	Iteration 14Q: 3 clusters Score -1601097 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1601590.625000 Penalty: 3096.716309
	Iteration 15Q: 3 clusters Score -1601591 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1602038.250000 Penalty: 3096.716309
	Iteration 16Q: 3 clusters Score -1602038 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1602405.875000 Penalty: 3096.716309
	Iteration 17Q: 3 clusters Score -1602406 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1602673.000000 Penalty: 3096.716309
	Iteration 18Q: 3 clusters Score -1602673 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1602865.875000 Penalty: 3096.716309
	Iteration 19Q: 3 clusters Score -1602866 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1603014.000000 Penalty: 3096.716309
	Iteration 20F: 3 clusters Score -1603014 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1603114.875000 Penalty: 3096.716309
	Iteration 21Q: 3 clusters Score -1603115 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1603213.750000 Penalty: 3096.716309
	Iteration 22Q: 3 clusters Score -1603214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1603288.500000 Penalty: 3096.716309
	Iteration 23Q: 3 clusters Score -1603288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1603329.500000 Penalty: 3096.716309
	Iteration 24Q: 3 clusters Score -1603330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1603367.750000 Penalty: 3096.716309
	Iteration 25Q: 3 clusters Score -1603368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1603392.625000 Penalty: 3096.716309
	Iteration 26Q: 3 clusters Score -1603393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1603412.375000 Penalty: 3096.716309
	Iteration 27Q: 3 clusters Score -1603412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1603427.500000 Penalty: 3096.716309
	Iteration 28Q: 3 clusters Score -1603428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1603448.250000 Penalty: 3096.716309
	Iteration 29Q: 3 clusters Score -1603448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1603461.000000 Penalty: 3096.716309
	Iteration 30Q: 3 clusters Score -1603461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1603474.375000 Penalty: 3096.716309
	Iteration 31Q: 3 clusters Score -1603474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1603485.125000 Penalty: 3096.716309
	Iteration 32Q: 3 clusters Score -1603485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1603488.000000 Penalty: 3096.716309
	Iteration 33Q: 3 clusters Score -1603488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1603492.500000 Penalty: 3096.716309
	Iteration 34Q: 3 clusters Score -1603492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1603494.125000 Penalty: 3096.716309
	Iteration 35Q: 3 clusters Score -1603494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1603498.125000 Penalty: 3096.716309
	Iteration 36Q: 3 clusters Score -1603498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1603500.375000 Penalty: 3096.716309
	Iteration 37Q: 3 clusters Score -1603500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1603509.500000 Penalty: 3096.716309
	Iteration 38Q: 3 clusters Score -1603510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1603513.875000 Penalty: 3096.716309
	Iteration 39Q: 3 clusters Score -1603514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1603513.125000 Penalty: 3096.716309
	Iteration 40F: 3 clusters Score -1603513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1603514.750000 Penalty: 3096.716309
	Iteration 41Q: 3 clusters Score -1603515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1603517.000000 Penalty: 3096.716309
	Iteration 42Q: 3 clusters Score -1603517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1603517.000000 Penalty: 3096.716309
	Iteration 43F: 3 clusters Score -1603517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Entering Unmasked Estep 
Score: -1803023.000000 Penalty: 1567.340210
	Iteration 0F: 2 clusters Score -1803023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1792388.625000 Penalty: 3134.680420
	Iteration 0F: 3 clusters Score -1792389 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1796070.125000 Penalty: 3134.680420
	Iteration 1F: 3 clusters Score -1796070 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1796337.750000 Penalty: 3134.680420
	Iteration 2Q: 3 clusters Score -1796338 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1796536.875000 Penalty: 3134.680420
	Iteration 3Q: 3 clusters Score -1796537 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1796702.375000 Penalty: 3134.680420
	Iteration 4Q: 3 clusters Score -1796702 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1796857.875000 Penalty: 3134.680420
	Iteration 5Q: 3 clusters Score -1796858 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1797018.875000 Penalty: 3134.680420
	Iteration 6Q: 3 clusters Score -1797019 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1797173.250000 Penalty: 3134.680420
	Iteration 7Q: 3 clusters Score -1797173 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1797356.000000 Penalty: 3134.680420
	Iteration 8Q: 3 clusters Score -1797356 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1797606.500000 Penalty: 3134.680420
	Iteration 9Q: 3 clusters Score -1797606 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1797867.000000 Penalty: 3134.680420
	Iteration 10Q: 3 clusters Score -1797867 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1798187.000000 Penalty: 3134.680420
	Iteration 11Q: 3 clusters Score -1798187 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1798479.125000 Penalty: 3134.680420
	Iteration 12Q: 3 clusters Score -1798479 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1798771.250000 Penalty: 3134.680420
	Iteration 13Q: 3 clusters Score -1798771 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1799065.000000 Penalty: 3134.680420
	Iteration 14Q: 3 clusters Score -1799065 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1799344.500000 Penalty: 3134.680420
	Iteration 15Q: 3 clusters Score -1799344 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1799584.750000 Penalty: 3134.680420
	Iteration 16Q: 3 clusters Score -1799585 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1799789.375000 Penalty: 3134.680420
	Iteration 17Q: 3 clusters Score -1799789 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1799956.500000 Penalty: 3134.680420
	Iteration 18Q: 3 clusters Score -1799956 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1800085.375000 Penalty: 3134.680420
	Iteration 19Q: 3 clusters Score -1800085 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1800202.125000 Penalty: 3134.680420
	Iteration 20F: 3 clusters Score -1800202 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1800300.750000 Penalty: 3134.680420
	Iteration 21Q: 3 clusters Score -1800301 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1800386.750000 Penalty: 3134.680420
	Iteration 22Q: 3 clusters Score -1800387 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1800462.375000 Penalty: 3134.680420
	Iteration 23Q: 3 clusters Score -1800462 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1800524.375000 Penalty: 3134.680420
	Iteration 24Q: 3 clusters Score -1800524 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1800583.625000 Penalty: 3134.680420
	Iteration 25Q: 3 clusters Score -1800584 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1800628.500000 Penalty: 3134.680420
	Iteration 26Q: 3 clusters Score -1800628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1800675.125000 Penalty: 3134.680420
	Iteration 27Q: 3 clusters Score -1800675 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1800721.250000 Penalty: 3134.680420
	Iteration 28Q: 3 clusters Score -1800721 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1800761.750000 Penalty: 3134.680420
	Iteration 29Q: 3 clusters Score -1800762 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1800809.875000 Penalty: 3134.680420
	Iteration 30Q: 3 clusters Score -1800810 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1800866.625000 Penalty: 3134.680420
	Iteration 31Q: 3 clusters Score -1800867 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1800910.250000 Penalty: 3134.680420
	Iteration 32Q: 3 clusters Score -1800910 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1800957.000000 Penalty: 3134.680420
	Iteration 33Q: 3 clusters Score -1800957 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1800998.750000 Penalty: 3134.680420
	Iteration 34Q: 3 clusters Score -1800999 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1801049.750000 Penalty: 3134.680420
	Iteration 35Q: 3 clusters Score -1801050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1801104.000000 Penalty: 3134.680420
	Iteration 36Q: 3 clusters Score -1801104 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1801147.750000 Penalty: 3134.680420
	Iteration 37Q: 3 clusters Score -1801148 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1801192.375000 Penalty: 3134.680420
	Iteration 38Q: 3 clusters Score -1801192 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1801235.625000 Penalty: 3134.680420
	Iteration 39Q: 3 clusters Score -1801236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1801272.875000 Penalty: 3134.680420
	Iteration 40F: 3 clusters Score -1801273 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1801310.000000 Penalty: 3134.680420
	Iteration 41Q: 3 clusters Score -1801310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1801339.125000 Penalty: 3134.680420
	Iteration 42Q: 3 clusters Score -1801339 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1801376.625000 Penalty: 3134.680420
	Iteration 43Q: 3 clusters Score -1801377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1801404.125000 Penalty: 3134.680420
	Iteration 44Q: 3 clusters Score -1801404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1801434.625000 Penalty: 3134.680420
	Iteration 45Q: 3 clusters Score -1801435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1801455.375000 Penalty: 3134.680420
	Iteration 46Q: 3 clusters Score -1801455 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1801482.375000 Penalty: 3134.680420
	Iteration 47Q: 3 clusters Score -1801482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1801505.250000 Penalty: 3134.680420
	Iteration 48Q: 3 clusters Score -1801505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1801516.625000 Penalty: 3134.680420
	Iteration 49Q: 3 clusters Score -1801517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1801529.250000 Penalty: 3134.680420
	Iteration 50Q: 3 clusters Score -1801529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1801537.125000 Penalty: 3134.680420
	Iteration 51Q: 3 clusters Score -1801537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1801550.750000 Penalty: 3134.680420
	Iteration 52Q: 3 clusters Score -1801551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1801563.875000 Penalty: 3134.680420
	Iteration 53Q: 3 clusters Score -1801564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1801574.125000 Penalty: 3134.680420
	Iteration 54Q: 3 clusters Score -1801574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1801580.500000 Penalty: 3134.680420
	Iteration 55Q: 3 clusters Score -1801580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1801592.250000 Penalty: 3134.680420
	Iteration 56Q: 3 clusters Score -1801592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1801597.875000 Penalty: 3134.680420
	Iteration 57Q: 3 clusters Score -1801598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1801603.375000 Penalty: 3134.680420
	Iteration 58Q: 3 clusters Score -1801603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1801606.250000 Penalty: 3134.680420
	Iteration 59Q: 3 clusters Score -1801606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1801607.250000 Penalty: 3134.680420
	Iteration 60F: 3 clusters Score -1801607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1801610.875000 Penalty: 3134.680420
	Iteration 61Q: 3 clusters Score -1801611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1801610.750000 Penalty: 3134.680420
	Iteration 62Q: 3 clusters Score -1801611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1801613.625000 Penalty: 3134.680420
	Iteration 63Q: 3 clusters Score -1801614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1801617.125000 Penalty: 3134.680420
	Iteration 64Q: 3 clusters Score -1801617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1801619.500000 Penalty: 3134.680420
	Iteration 65Q: 3 clusters Score -1801620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1801623.625000 Penalty: 3134.680420
	Iteration 66Q: 3 clusters Score -1801624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1801631.500000 Penalty: 3134.680420
	Iteration 67Q: 3 clusters Score -1801632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1801633.500000 Penalty: 3134.680420
	Iteration 68Q: 3 clusters Score -1801634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1801633.625000 Penalty: 3134.680420
	Iteration 69Q: 3 clusters Score -1801634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1801635.750000 Penalty: 3134.680420
	Iteration 70Q: 3 clusters Score -1801636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1801634.750000 Penalty: 3134.680420
	Iteration 71Q: 3 clusters Score -1801635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1801636.875000 Penalty: 3134.680420
	Iteration 72Q: 3 clusters Score -1801637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1801637.000000 Penalty: 3134.680420
	Iteration 73Q: 3 clusters Score -1801637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1801635.500000 Penalty: 3134.680420
	Iteration 74Q: 3 clusters Score -1801636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1801639.875000 Penalty: 3134.680420
	Iteration 75Q: 3 clusters Score -1801640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1801641.250000 Penalty: 3134.680420
	Iteration 76Q: 3 clusters Score -1801641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1801641.250000 Penalty: 3134.680420
	Iteration 77F: 3 clusters Score -1801641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -221943.109375 Penalty: 1235.795410
	Iteration 0F: 2 clusters Score -221943.1 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 997 members 
Entering Unmasked Estep 
Score: -219888.078125 Penalty: 2471.590820
	Iteration 0F: 3 clusters Score -219888.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -220356.906250 Penalty: 2471.590820
	Iteration 1F: 3 clusters Score -220356.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -220471.984375 Penalty: 2471.590820
	Iteration 2F: 3 clusters Score -220472 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -220528.484375 Penalty: 2471.590820
	Iteration 3Q: 3 clusters Score -220528.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -220558.781250 Penalty: 2471.590820
	Iteration 4Q: 3 clusters Score -220558.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -220582.640625 Penalty: 2471.590820
	Iteration 5Q: 3 clusters Score -220582.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -220596.843750 Penalty: 2471.590820
	Iteration 6Q: 3 clusters Score -220596.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -220605.828125 Penalty: 2471.590820
	Iteration 7Q: 3 clusters Score -220605.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -220612.531250 Penalty: 2471.590820
	Iteration 8Q: 3 clusters Score -220612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -220616.703125 Penalty: 2471.590820
	Iteration 9Q: 3 clusters Score -220616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -220620.843750 Penalty: 2471.590820
	Iteration 10Q: 3 clusters Score -220620.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -220623.437500 Penalty: 2471.590820
	Iteration 11Q: 3 clusters Score -220623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -220625.312500 Penalty: 2471.590820
	Iteration 12Q: 3 clusters Score -220625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -220626.343750 Penalty: 2471.590820
	Iteration 13Q: 3 clusters Score -220626.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -220627.890625 Penalty: 2471.590820
	Iteration 14Q: 3 clusters Score -220627.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220629.890625 Penalty: 2471.590820
	Iteration 15Q: 3 clusters Score -220629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -220631.062500 Penalty: 2471.590820
	Iteration 16Q: 3 clusters Score -220631.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -220636.906250 Penalty: 2471.590820
	Iteration 17Q: 3 clusters Score -220636.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -220641.875000 Penalty: 2471.590820
	Iteration 18Q: 3 clusters Score -220641.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -220644.875000 Penalty: 2471.590820
	Iteration 19Q: 3 clusters Score -220644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -220646.375000 Penalty: 2471.590820
	Iteration 20F: 3 clusters Score -220646.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -220650.468750 Penalty: 2471.590820
	Iteration 21Q: 3 clusters Score -220650.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -220652.765625 Penalty: 2471.590820
	Iteration 22Q: 3 clusters Score -220652.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -220655.859375 Penalty: 2471.590820
	Iteration 23Q: 3 clusters Score -220655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -220657.187500 Penalty: 2471.590820
	Iteration 24Q: 3 clusters Score -220657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -220658.343750 Penalty: 2471.590820
	Iteration 25Q: 3 clusters Score -220658.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -220658.859375 Penalty: 2471.590820
	Iteration 26Q: 3 clusters Score -220658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -220658.968750 Penalty: 2471.590820
	Iteration 27Q: 3 clusters Score -220659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -220660.171875 Penalty: 2471.590820
	Iteration 28Q: 3 clusters Score -220660.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -220660.703125 Penalty: 2471.590820
	Iteration 29Q: 3 clusters Score -220660.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -220661.375000 Penalty: 2471.590820
	Iteration 30Q: 3 clusters Score -220661.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -220661.671875 Penalty: 2471.590820
	Iteration 31Q: 3 clusters Score -220661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -220662.515625 Penalty: 2471.590820
	Iteration 32Q: 3 clusters Score -220662.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -220664.453125 Penalty: 2471.590820
	Iteration 33Q: 3 clusters Score -220664.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -220666.937500 Penalty: 2471.590820
	Iteration 34Q: 3 clusters Score -220666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -220670.046875 Penalty: 2471.590820
	Iteration 35Q: 3 clusters Score -220670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -220673.000000 Penalty: 2471.590820
	Iteration 36Q: 3 clusters Score -220673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -220676.640625 Penalty: 2471.590820
	Iteration 37Q: 3 clusters Score -220676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -220678.531250 Penalty: 2471.590820
	Iteration 38Q: 3 clusters Score -220678.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -220680.828125 Penalty: 2471.590820
	Iteration 39Q: 3 clusters Score -220680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -220684.390625 Penalty: 2471.590820
	Iteration 40F: 3 clusters Score -220684.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -220686.500000 Penalty: 2471.590820
	Iteration 41Q: 3 clusters Score -220686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -220686.906250 Penalty: 2471.590820
	Iteration 42Q: 3 clusters Score -220686.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -220688.203125 Penalty: 2471.590820
	Iteration 43Q: 3 clusters Score -220688.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -220688.203125 Penalty: 2471.590820
	Iteration 44F: 3 clusters Score -220688.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -429699.125000 Penalty: 1334.233521
	Iteration 0F: 2 clusters Score -429699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -426552.843750 Penalty: 2668.467041
	Iteration 0F: 3 clusters Score -426552.8 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -427361.406250 Penalty: 2668.467041
	Iteration 1F: 3 clusters Score -427361.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -427516.718750 Penalty: 2668.467041
	Iteration 2F: 3 clusters Score -427516.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -427635.156250 Penalty: 2668.467041
	Iteration 3F: 3 clusters Score -427635.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -427733.312500 Penalty: 2668.467041
	Iteration 4Q: 3 clusters Score -427733.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -427823.218750 Penalty: 2668.467041
	Iteration 5Q: 3 clusters Score -427823.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -427897.468750 Penalty: 2668.467041
	Iteration 6Q: 3 clusters Score -427897.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -427977.406250 Penalty: 2668.467041
	Iteration 7Q: 3 clusters Score -427977.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -428044.437500 Penalty: 2668.467041
	Iteration 8Q: 3 clusters Score -428044.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -428104.312500 Penalty: 2668.467041
	Iteration 9Q: 3 clusters Score -428104.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -428152.781250 Penalty: 2668.467041
	Iteration 10Q: 3 clusters Score -428152.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -428206.687500 Penalty: 2668.467041
	Iteration 11Q: 3 clusters Score -428206.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -428271.968750 Penalty: 2668.467041
	Iteration 12Q: 3 clusters Score -428272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -428318.625000 Penalty: 2668.467041
	Iteration 13Q: 3 clusters Score -428318.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -428358.906250 Penalty: 2668.467041
	Iteration 14Q: 3 clusters Score -428358.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -428394.312500 Penalty: 2668.467041
	Iteration 15Q: 3 clusters Score -428394.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -428421.718750 Penalty: 2668.467041
	Iteration 16Q: 3 clusters Score -428421.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -428442.656250 Penalty: 2668.467041
	Iteration 17Q: 3 clusters Score -428442.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -428466.625000 Penalty: 2668.467041
	Iteration 18Q: 3 clusters Score -428466.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -428480.968750 Penalty: 2668.467041
	Iteration 19Q: 3 clusters Score -428481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -428495.343750 Penalty: 2668.467041
	Iteration 20F: 3 clusters Score -428495.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -428501.375000 Penalty: 2668.467041
	Iteration 21Q: 3 clusters Score -428501.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -428507.093750 Penalty: 2668.467041
	Iteration 22Q: 3 clusters Score -428507.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -428514.593750 Penalty: 2668.467041
	Iteration 23Q: 3 clusters Score -428514.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -428518.000000 Penalty: 2668.467041
	Iteration 24Q: 3 clusters Score -428518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -428521.437500 Penalty: 2668.467041
	Iteration 25Q: 3 clusters Score -428521.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -428524.406250 Penalty: 2668.467041
	Iteration 26Q: 3 clusters Score -428524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -428524.718750 Penalty: 2668.467041
	Iteration 27Q: 3 clusters Score -428524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -428525.625000 Penalty: 2668.467041
	Iteration 28Q: 3 clusters Score -428525.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -428526.687500 Penalty: 2668.467041
	Iteration 29Q: 3 clusters Score -428526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -428527.843750 Penalty: 2668.467041
	Iteration 30Q: 3 clusters Score -428527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -428528.375000 Penalty: 2668.467041
	Iteration 31Q: 3 clusters Score -428528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -428530.718750 Penalty: 2668.467041
	Iteration 32Q: 3 clusters Score -428530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -428530.875000 Penalty: 2668.467041
	Iteration 33Q: 3 clusters Score -428530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -428530.875000 Penalty: 2668.467041
	Iteration 34F: 3 clusters Score -428530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (114710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114710 members 
Entering Unmasked Estep 
Score: -13405539.000000 Penalty: 1893.151489
	Iteration 0F: 2 clusters Score -1.340554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -13336016.000000 Penalty: 3786.302979
	Iteration 0F: 3 clusters Score -1.333602e+07 nChanged 55215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -13368295.000000 Penalty: 3786.302979
	Iteration 1F: 3 clusters Score -1.33683e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64357 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -13369523.000000 Penalty: 3786.302979
	Iteration 2Q: 3 clusters Score -1.336952e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -13371336.000000 Penalty: 3786.302979
	Iteration 3Q: 3 clusters Score -1.337134e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -13374471.000000 Penalty: 3786.302979
	Iteration 4F: 3 clusters Score -1.337447e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -13379774.000000 Penalty: 3786.302979
	Iteration 5F: 3 clusters Score -1.337977e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -13386270.000000 Penalty: 3786.302979
	Iteration 6F: 3 clusters Score -1.338627e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -13392246.000000 Penalty: 3786.302979
	Iteration 7F: 3 clusters Score -1.339225e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104186 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -13397348.000000 Penalty: 3786.302979
	Iteration 8F: 3 clusters Score -1.339735e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -13400438.000000 Penalty: 3786.302979
	Iteration 9Q: 3 clusters Score -1.340044e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110568 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -13402010.000000 Penalty: 3786.302979
	Iteration 10Q: 3 clusters Score -1.340201e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112108 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -13402752.000000 Penalty: 3786.302979
	Iteration 11Q: 3 clusters Score -1.340275e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113026 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -13403245.000000 Penalty: 3786.302979
	Iteration 12Q: 3 clusters Score -1.340324e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113554 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13403506.000000 Penalty: 3786.302979
	Iteration 13Q: 3 clusters Score -1.340351e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13403665.000000 Penalty: 3786.302979
	Iteration 14Q: 3 clusters Score -1.340366e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13403754.000000 Penalty: 3786.302979
	Iteration 15Q: 3 clusters Score -1.340375e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -13403841.000000 Penalty: 3786.302979
	Iteration 16Q: 3 clusters Score -1.340384e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114143 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -13403880.000000 Penalty: 3786.302979
	Iteration 17Q: 3 clusters Score -1.340388e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114171 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -13403936.000000 Penalty: 3786.302979
	Iteration 18Q: 3 clusters Score -1.340394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13403964.000000 Penalty: 3786.302979
	Iteration 19Q: 3 clusters Score -1.340396e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114214 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -13403979.000000 Penalty: 3786.302979
	Iteration 20F: 3 clusters Score -1.340398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114233 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -13404011.000000 Penalty: 3786.302979
	Iteration 21Q: 3 clusters Score -1.340401e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114247 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -13404041.000000 Penalty: 3786.302979
	Iteration 22Q: 3 clusters Score -1.340404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -13404067.000000 Penalty: 3786.302979
	Iteration 23Q: 3 clusters Score -1.340407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114274 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -13404072.000000 Penalty: 3786.302979
	Iteration 24Q: 3 clusters Score -1.340407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114277 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13404074.000000 Penalty: 3786.302979
	Iteration 25Q: 3 clusters Score -1.340407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114279 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13404077.000000 Penalty: 3786.302979
	Iteration 26Q: 3 clusters Score -1.340408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114279 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13404077.000000 Penalty: 3786.302979
	Iteration 27F: 3 clusters Score -1.340408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -471724.593750 Penalty: 1349.198853
	Iteration 0F: 2 clusters Score -471724.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -468347.281250 Penalty: 2698.397705
	Iteration 0F: 3 clusters Score -468347.3 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -469202.250000 Penalty: 2698.397705
	Iteration 1F: 3 clusters Score -469202.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -469355.843750 Penalty: 2698.397705
	Iteration 2F: 3 clusters Score -469355.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -469458.812500 Penalty: 2698.397705
	Iteration 3F: 3 clusters Score -469458.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -469526.062500 Penalty: 2698.397705
	Iteration 4Q: 3 clusters Score -469526.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -469580.312500 Penalty: 2698.397705
	Iteration 5Q: 3 clusters Score -469580.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -469640.343750 Penalty: 2698.397705
	Iteration 6Q: 3 clusters Score -469640.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -469706.531250 Penalty: 2698.397705
	Iteration 7Q: 3 clusters Score -469706.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -469759.968750 Penalty: 2698.397705
	Iteration 8Q: 3 clusters Score -469760 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -469823.875000 Penalty: 2698.397705
	Iteration 9Q: 3 clusters Score -469823.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -469882.312500 Penalty: 2698.397705
	Iteration 10Q: 3 clusters Score -469882.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -469938.062500 Penalty: 2698.397705
	Iteration 11Q: 3 clusters Score -469938.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -469995.531250 Penalty: 2698.397705
	Iteration 12Q: 3 clusters Score -469995.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -470059.875000 Penalty: 2698.397705
	Iteration 13Q: 3 clusters Score -470059.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -470119.125000 Penalty: 2698.397705
	Iteration 14Q: 3 clusters Score -470119.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -470170.937500 Penalty: 2698.397705
	Iteration 15Q: 3 clusters Score -470170.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -470215.781250 Penalty: 2698.397705
	Iteration 16Q: 3 clusters Score -470215.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -470258.156250 Penalty: 2698.397705
	Iteration 17Q: 3 clusters Score -470258.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -470307.250000 Penalty: 2698.397705
	Iteration 18Q: 3 clusters Score -470307.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -470349.750000 Penalty: 2698.397705
	Iteration 19Q: 3 clusters Score -470349.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -470390.750000 Penalty: 2698.397705
	Iteration 20F: 3 clusters Score -470390.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -470420.843750 Penalty: 2698.397705
	Iteration 21Q: 3 clusters Score -470420.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -470443.187500 Penalty: 2698.397705
	Iteration 22Q: 3 clusters Score -470443.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -470458.718750 Penalty: 2698.397705
	Iteration 23Q: 3 clusters Score -470458.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -470480.062500 Penalty: 2698.397705
	Iteration 24Q: 3 clusters Score -470480.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -470492.750000 Penalty: 2698.397705
	Iteration 25Q: 3 clusters Score -470492.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -470510.375000 Penalty: 2698.397705
	Iteration 26Q: 3 clusters Score -470510.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -470521.375000 Penalty: 2698.397705
	Iteration 27Q: 3 clusters Score -470521.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -470528.781250 Penalty: 2698.397705
	Iteration 28Q: 3 clusters Score -470528.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -470534.500000 Penalty: 2698.397705
	Iteration 29Q: 3 clusters Score -470534.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -470537.843750 Penalty: 2698.397705
	Iteration 30Q: 3 clusters Score -470537.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -470544.312500 Penalty: 2698.397705
	Iteration 31Q: 3 clusters Score -470544.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -470546.562500 Penalty: 2698.397705
	Iteration 32Q: 3 clusters Score -470546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -470549.500000 Penalty: 2698.397705
	Iteration 33Q: 3 clusters Score -470549.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -470551.062500 Penalty: 2698.397705
	Iteration 34Q: 3 clusters Score -470551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -470553.906250 Penalty: 2698.397705
	Iteration 35Q: 3 clusters Score -470553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -470553.906250 Penalty: 2698.397705
	Iteration 36F: 3 clusters Score -470553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -193884.406250 Penalty: 1208.066895
	Iteration 0F: 2 clusters Score -193884.4 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 852 members 
Entering Unmasked Estep 
Score: -191999.796875 Penalty: 2416.133789
	Iteration 0F: 3 clusters Score -191999.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -192369.625000 Penalty: 2416.133789
	Iteration 1F: 3 clusters Score -192369.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -192476.703125 Penalty: 2416.133789
	Iteration 2F: 3 clusters Score -192476.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -192529.312500 Penalty: 2416.133789
	Iteration 3Q: 3 clusters Score -192529.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -192555.406250 Penalty: 2416.133789
	Iteration 4Q: 3 clusters Score -192555.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -192573.328125 Penalty: 2416.133789
	Iteration 5Q: 3 clusters Score -192573.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -192584.140625 Penalty: 2416.133789
	Iteration 6Q: 3 clusters Score -192584.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -192595.890625 Penalty: 2416.133789
	Iteration 7Q: 3 clusters Score -192595.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -192606.984375 Penalty: 2416.133789
	Iteration 8Q: 3 clusters Score -192607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -192617.500000 Penalty: 2416.133789
	Iteration 9Q: 3 clusters Score -192617.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -192636.281250 Penalty: 2416.133789
	Iteration 10Q: 3 clusters Score -192636.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -192653.812500 Penalty: 2416.133789
	Iteration 11Q: 3 clusters Score -192653.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -192667.234375 Penalty: 2416.133789
	Iteration 12Q: 3 clusters Score -192667.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192680.187500 Penalty: 2416.133789
	Iteration 13Q: 3 clusters Score -192680.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -192696.000000 Penalty: 2416.133789
	Iteration 14Q: 3 clusters Score -192696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -192711.640625 Penalty: 2416.133789
	Iteration 15Q: 3 clusters Score -192711.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -192719.312500 Penalty: 2416.133789
	Iteration 16Q: 3 clusters Score -192719.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192725.609375 Penalty: 2416.133789
	Iteration 17Q: 3 clusters Score -192725.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -192732.250000 Penalty: 2416.133789
	Iteration 18Q: 3 clusters Score -192732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -192747.734375 Penalty: 2416.133789
	Iteration 19Q: 3 clusters Score -192747.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -192758.140625 Penalty: 2416.133789
	Iteration 20F: 3 clusters Score -192758.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -192768.093750 Penalty: 2416.133789
	Iteration 21Q: 3 clusters Score -192768.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -192777.015625 Penalty: 2416.133789
	Iteration 22Q: 3 clusters Score -192777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -192783.968750 Penalty: 2416.133789
	Iteration 23Q: 3 clusters Score -192784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -192788.953125 Penalty: 2416.133789
	Iteration 24Q: 3 clusters Score -192789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -192794.312500 Penalty: 2416.133789
	Iteration 25Q: 3 clusters Score -192794.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -192797.578125 Penalty: 2416.133789
	Iteration 26Q: 3 clusters Score -192797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -192799.218750 Penalty: 2416.133789
	Iteration 27Q: 3 clusters Score -192799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -192799.218750 Penalty: 2416.133789
	Iteration 28F: 3 clusters Score -192799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Entering Unmasked Estep 
Score: -3669127.000000 Penalty: 1682.150146
	Iteration 0F: 2 clusters Score -3669127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3647936.500000 Penalty: 3364.300293
	Iteration 0F: 3 clusters Score -3647936 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3655988.750000 Penalty: 3364.300293
	Iteration 1F: 3 clusters Score -3655989 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3656313.250000 Penalty: 3364.300293
	Iteration 2Q: 3 clusters Score -3656313 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3656580.250000 Penalty: 3364.300293
	Iteration 3Q: 3 clusters Score -3656580 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3656808.750000 Penalty: 3364.300293
	Iteration 4Q: 3 clusters Score -3656809 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3657005.750000 Penalty: 3364.300293
	Iteration 5Q: 3 clusters Score -3657006 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3657177.500000 Penalty: 3364.300293
	Iteration 6Q: 3 clusters Score -3657178 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3657362.250000 Penalty: 3364.300293
	Iteration 7Q: 3 clusters Score -3657362 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3657569.000000 Penalty: 3364.300293
	Iteration 8Q: 3 clusters Score -3657569 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3657767.000000 Penalty: 3364.300293
	Iteration 9Q: 3 clusters Score -3657767 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3657990.250000 Penalty: 3364.300293
	Iteration 10Q: 3 clusters Score -3657990 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3658260.500000 Penalty: 3364.300293
	Iteration 11Q: 3 clusters Score -3658260 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3658648.500000 Penalty: 3364.300293
	Iteration 12Q: 3 clusters Score -3658648 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3659166.000000 Penalty: 3364.300293
	Iteration 13Q: 3 clusters Score -3659166 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3659871.000000 Penalty: 3364.300293
	Iteration 14Q: 3 clusters Score -3659871 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3660785.250000 Penalty: 3364.300293
	Iteration 15Q: 3 clusters Score -3660785 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3661864.000000 Penalty: 3364.300293
	Iteration 16F: 3 clusters Score -3661864 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3663034.250000 Penalty: 3364.300293
	Iteration 17F: 3 clusters Score -3663034 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3664162.750000 Penalty: 3364.300293
	Iteration 18Q: 3 clusters Score -3664163 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3665171.750000 Penalty: 3364.300293
	Iteration 19Q: 3 clusters Score -3665172 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3666022.750000 Penalty: 3364.300293
	Iteration 20F: 3 clusters Score -3666023 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3666632.500000 Penalty: 3364.300293
	Iteration 21Q: 3 clusters Score -3666632 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3667054.000000 Penalty: 3364.300293
	Iteration 22Q: 3 clusters Score -3667054 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3667345.750000 Penalty: 3364.300293
	Iteration 23Q: 3 clusters Score -3667346 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3667512.250000 Penalty: 3364.300293
	Iteration 24Q: 3 clusters Score -3667512 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3667597.250000 Penalty: 3364.300293
	Iteration 25Q: 3 clusters Score -3667597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3667644.500000 Penalty: 3364.300293
	Iteration 26Q: 3 clusters Score -3667644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3667683.250000 Penalty: 3364.300293
	Iteration 27Q: 3 clusters Score -3667683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3667709.500000 Penalty: 3364.300293
	Iteration 28Q: 3 clusters Score -3667710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3667725.250000 Penalty: 3364.300293
	Iteration 29Q: 3 clusters Score -3667725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3667739.750000 Penalty: 3364.300293
	Iteration 30Q: 3 clusters Score -3667740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3667739.500000 Penalty: 3364.300293
	Iteration 31Q: 3 clusters Score -3667740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3667748.500000 Penalty: 3364.300293
	Iteration 32Q: 3 clusters Score -3667748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3667751.250000 Penalty: 3364.300293
	Iteration 33Q: 3 clusters Score -3667751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3667756.750000 Penalty: 3364.300293
	Iteration 34Q: 3 clusters Score -3667757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3667757.250000 Penalty: 3364.300293
	Iteration 35Q: 3 clusters Score -3667757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3667758.500000 Penalty: 3364.300293
	Iteration 36Q: 3 clusters Score -3667758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3667758.500000 Penalty: 3364.300293
	Iteration 37F: 3 clusters Score -3667758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Entering Unmasked Estep 
Score: -1497246.500000 Penalty: 1537.516968
	Iteration 0F: 2 clusters Score -1497246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1488291.375000 Penalty: 3075.033936
	Iteration 0F: 3 clusters Score -1488291 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1491441.125000 Penalty: 3075.033936
	Iteration 1F: 3 clusters Score -1491441 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1491856.000000 Penalty: 3075.033936
	Iteration 2F: 3 clusters Score -1491856 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1492235.375000 Penalty: 3075.033936
	Iteration 3F: 3 clusters Score -1492235 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1492572.875000 Penalty: 3075.033936
	Iteration 4F: 3 clusters Score -1492573 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1492930.250000 Penalty: 3075.033936
	Iteration 5F: 3 clusters Score -1492930 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1493245.375000 Penalty: 3075.033936
	Iteration 6F: 3 clusters Score -1493245 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1493540.875000 Penalty: 3075.033936
	Iteration 7Q: 3 clusters Score -1493541 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1493833.125000 Penalty: 3075.033936
	Iteration 8Q: 3 clusters Score -1493833 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1494091.875000 Penalty: 3075.033936
	Iteration 9Q: 3 clusters Score -1494092 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1494266.625000 Penalty: 3075.033936
	Iteration 10Q: 3 clusters Score -1494267 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1494375.500000 Penalty: 3075.033936
	Iteration 11Q: 3 clusters Score -1494376 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1494451.250000 Penalty: 3075.033936
	Iteration 12Q: 3 clusters Score -1494451 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1494503.500000 Penalty: 3075.033936
	Iteration 13Q: 3 clusters Score -1494504 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1494548.000000 Penalty: 3075.033936
	Iteration 14Q: 3 clusters Score -1494548 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1494587.000000 Penalty: 3075.033936
	Iteration 15Q: 3 clusters Score -1494587 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1494620.500000 Penalty: 3075.033936
	Iteration 16Q: 3 clusters Score -1494620 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1494663.625000 Penalty: 3075.033936
	Iteration 17Q: 3 clusters Score -1494664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1494708.375000 Penalty: 3075.033936
	Iteration 18Q: 3 clusters Score -1494708 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1494762.500000 Penalty: 3075.033936
	Iteration 19Q: 3 clusters Score -1494762 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1494820.000000 Penalty: 3075.033936
	Iteration 20F: 3 clusters Score -1494820 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1494891.125000 Penalty: 3075.033936
	Iteration 21Q: 3 clusters Score -1494891 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1494959.250000 Penalty: 3075.033936
	Iteration 22Q: 3 clusters Score -1494959 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1495011.750000 Penalty: 3075.033936
	Iteration 23Q: 3 clusters Score -1495012 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1495081.500000 Penalty: 3075.033936
	Iteration 24Q: 3 clusters Score -1495082 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1495145.125000 Penalty: 3075.033936
	Iteration 25Q: 3 clusters Score -1495145 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1495183.250000 Penalty: 3075.033936
	Iteration 26Q: 3 clusters Score -1495183 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1495233.875000 Penalty: 3075.033936
	Iteration 27Q: 3 clusters Score -1495234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1495281.750000 Penalty: 3075.033936
	Iteration 28Q: 3 clusters Score -1495282 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1495322.750000 Penalty: 3075.033936
	Iteration 29Q: 3 clusters Score -1495323 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1495365.500000 Penalty: 3075.033936
	Iteration 30Q: 3 clusters Score -1495366 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1495395.875000 Penalty: 3075.033936
	Iteration 31Q: 3 clusters Score -1495396 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1495426.125000 Penalty: 3075.033936
	Iteration 32Q: 3 clusters Score -1495426 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1495454.125000 Penalty: 3075.033936
	Iteration 33Q: 3 clusters Score -1495454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1495482.875000 Penalty: 3075.033936
	Iteration 34Q: 3 clusters Score -1495483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1495494.875000 Penalty: 3075.033936
	Iteration 35Q: 3 clusters Score -1495495 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1495514.000000 Penalty: 3075.033936
	Iteration 36Q: 3 clusters Score -1495514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1495524.375000 Penalty: 3075.033936
	Iteration 37Q: 3 clusters Score -1495524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1495532.000000 Penalty: 3075.033936
	Iteration 38Q: 3 clusters Score -1495532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1495547.875000 Penalty: 3075.033936
	Iteration 39Q: 3 clusters Score -1495548 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1495558.750000 Penalty: 3075.033936
	Iteration 40F: 3 clusters Score -1495559 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1495566.875000 Penalty: 3075.033936
	Iteration 41Q: 3 clusters Score -1495567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1495578.375000 Penalty: 3075.033936
	Iteration 42Q: 3 clusters Score -1495578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1495601.750000 Penalty: 3075.033936
	Iteration 43Q: 3 clusters Score -1495602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1495622.000000 Penalty: 3075.033936
	Iteration 44Q: 3 clusters Score -1495622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1495641.375000 Penalty: 3075.033936
	Iteration 45Q: 3 clusters Score -1495641 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1495671.375000 Penalty: 3075.033936
	Iteration 46Q: 3 clusters Score -1495671 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1495699.125000 Penalty: 3075.033936
	Iteration 47Q: 3 clusters Score -1495699 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1495715.250000 Penalty: 3075.033936
	Iteration 48Q: 3 clusters Score -1495715 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1495733.750000 Penalty: 3075.033936
	Iteration 49Q: 3 clusters Score -1495734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1495750.875000 Penalty: 3075.033936
	Iteration 50Q: 3 clusters Score -1495751 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1495769.000000 Penalty: 3075.033936
	Iteration 51Q: 3 clusters Score -1495769 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1495790.500000 Penalty: 3075.033936
	Iteration 52Q: 3 clusters Score -1495790 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1495825.000000 Penalty: 3075.033936
	Iteration 53Q: 3 clusters Score -1495825 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1495850.875000 Penalty: 3075.033936
	Iteration 54Q: 3 clusters Score -1495851 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1495881.000000 Penalty: 3075.033936
	Iteration 55Q: 3 clusters Score -1495881 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1495907.125000 Penalty: 3075.033936
	Iteration 56Q: 3 clusters Score -1495907 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1495943.250000 Penalty: 3075.033936
	Iteration 57Q: 3 clusters Score -1495943 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1495978.250000 Penalty: 3075.033936
	Iteration 58Q: 3 clusters Score -1495978 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1496014.250000 Penalty: 3075.033936
	Iteration 59Q: 3 clusters Score -1496014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1496035.875000 Penalty: 3075.033936
	Iteration 60F: 3 clusters Score -1496036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1496074.250000 Penalty: 3075.033936
	Iteration 61Q: 3 clusters Score -1496074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1496103.500000 Penalty: 3075.033936
	Iteration 62Q: 3 clusters Score -1496104 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1496135.125000 Penalty: 3075.033936
	Iteration 63Q: 3 clusters Score -1496135 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1496163.625000 Penalty: 3075.033936
	Iteration 64Q: 3 clusters Score -1496164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1496197.625000 Penalty: 3075.033936
	Iteration 65Q: 3 clusters Score -1496198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1496233.875000 Penalty: 3075.033936
	Iteration 66Q: 3 clusters Score -1496234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1496256.625000 Penalty: 3075.033936
	Iteration 67Q: 3 clusters Score -1496257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1496280.750000 Penalty: 3075.033936
	Iteration 68Q: 3 clusters Score -1496281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1496302.625000 Penalty: 3075.033936
	Iteration 69Q: 3 clusters Score -1496303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1496314.625000 Penalty: 3075.033936
	Iteration 70Q: 3 clusters Score -1496315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1496330.625000 Penalty: 3075.033936
	Iteration 71Q: 3 clusters Score -1496331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1496341.625000 Penalty: 3075.033936
	Iteration 72Q: 3 clusters Score -1496342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1496357.750000 Penalty: 3075.033936
	Iteration 73Q: 3 clusters Score -1496358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1496368.125000 Penalty: 3075.033936
	Iteration 74Q: 3 clusters Score -1496368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1496376.250000 Penalty: 3075.033936
	Iteration 75Q: 3 clusters Score -1496376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1496383.375000 Penalty: 3075.033936
	Iteration 76Q: 3 clusters Score -1496383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1496385.125000 Penalty: 3075.033936
	Iteration 77Q: 3 clusters Score -1496385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1496390.250000 Penalty: 3075.033936
	Iteration 78Q: 3 clusters Score -1496390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1496393.375000 Penalty: 3075.033936
	Iteration 79Q: 3 clusters Score -1496393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1496396.375000 Penalty: 3075.033936
	Iteration 80F: 3 clusters Score -1496396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1496398.375000 Penalty: 3075.033936
	Iteration 81Q: 3 clusters Score -1496398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1496398.250000 Penalty: 3075.033936
	Iteration 82Q: 3 clusters Score -1496398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1496399.750000 Penalty: 3075.033936
	Iteration 83Q: 3 clusters Score -1496400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1496400.625000 Penalty: 3075.033936
	Iteration 84Q: 3 clusters Score -1496401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1496399.750000 Penalty: 3075.033936
	Iteration 85Q: 3 clusters Score -1496400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1496399.625000 Penalty: 3075.033936
	Iteration 86Q: 3 clusters Score -1496400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1496401.000000 Penalty: 3075.033936
	Iteration 87Q: 3 clusters Score -1496401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1496403.875000 Penalty: 3075.033936
	Iteration 88Q: 3 clusters Score -1496404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1496407.500000 Penalty: 3075.033936
	Iteration 89Q: 3 clusters Score -1496408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1496409.375000 Penalty: 3075.033936
	Iteration 90Q: 3 clusters Score -1496409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1496409.250000 Penalty: 3075.033936
	Iteration 91Q: 3 clusters Score -1496409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1496409.250000 Penalty: 3075.033936
	Iteration 92F: 3 clusters Score -1496409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -41869.546875 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -41869.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40974.300781 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -40974.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41148.183594 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -41148.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41208.632812 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -41208.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41227.507812 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -41227.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41240.132812 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -41240.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41242.667969 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -41242.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41245.695312 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -41245.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41253.707031 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -41253.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41261.269531 Penalty: 1966.163452
	Iteration 8Q: 3 clusters Score -41261.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41266.363281 Penalty: 1966.163452
	Iteration 9Q: 3 clusters Score -41266.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41272.082031 Penalty: 1966.163452
	Iteration 10Q: 3 clusters Score -41272.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41277.492188 Penalty: 1966.163452
	Iteration 11Q: 3 clusters Score -41277.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41279.957031 Penalty: 1966.163452
	Iteration 12Q: 3 clusters Score -41279.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41283.121094 Penalty: 1966.163452
	Iteration 13Q: 3 clusters Score -41283.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41283.496094 Penalty: 1966.163452
	Iteration 14Q: 3 clusters Score -41283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41283.875000 Penalty: 1966.163452
	Iteration 15Q: 3 clusters Score -41283.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41285.957031 Penalty: 1966.163452
	Iteration 16Q: 3 clusters Score -41285.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41288.023438 Penalty: 1966.163452
	Iteration 17Q: 3 clusters Score -41288.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41288.750000 Penalty: 1966.163452
	Iteration 18Q: 3 clusters Score -41288.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41288.750000 Penalty: 1966.163452
	Iteration 19F: 3 clusters Score -41288.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (94301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Entering Unmasked Estep 
Score: -11027644.000000 Penalty: 1861.315186
	Iteration 0F: 2 clusters Score -1.102764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -10967681.000000 Penalty: 3722.630371
	Iteration 0F: 3 clusters Score -1.096768e+07 nChanged 45016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -10994112.000000 Penalty: 3722.630371
	Iteration 1F: 3 clusters Score -1.099411e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -10995216.000000 Penalty: 3722.630371
	Iteration 2Q: 3 clusters Score -1.099522e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -10996837.000000 Penalty: 3722.630371
	Iteration 3Q: 3 clusters Score -1.099684e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -10999340.000000 Penalty: 3722.630371
	Iteration 4F: 3 clusters Score -1.099934e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -11003629.000000 Penalty: 3722.630371
	Iteration 5F: 3 clusters Score -1.100363e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -11009446.000000 Penalty: 3722.630371
	Iteration 6F: 3 clusters Score -1.100945e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -11015384.000000 Penalty: 3722.630371
	Iteration 7F: 3 clusters Score -1.101538e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -11019870.000000 Penalty: 3722.630371
	Iteration 8F: 3 clusters Score -1.101987e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -11022317.000000 Penalty: 3722.630371
	Iteration 9Q: 3 clusters Score -1.102232e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -11023488.000000 Penalty: 3722.630371
	Iteration 10Q: 3 clusters Score -1.102349e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -11024177.000000 Penalty: 3722.630371
	Iteration 11Q: 3 clusters Score -1.102418e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -11024567.000000 Penalty: 3722.630371
	Iteration 12Q: 3 clusters Score -1.102457e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 87499 members 
Entering Unmasked Estep 
Score: -11024873.000000 Penalty: 3722.630371
	Iteration 13Q: 3 clusters Score -1.102487e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -11025176.000000 Penalty: 3722.630371
	Iteration 14Q: 3 clusters Score -1.102518e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -11025453.000000 Penalty: 3722.630371
	Iteration 15Q: 3 clusters Score -1.102545e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -11025631.000000 Penalty: 3722.630371
	Iteration 16Q: 3 clusters Score -1.102563e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -11025842.000000 Penalty: 3722.630371
	Iteration 17Q: 3 clusters Score -1.102584e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 91626 members 
Entering Unmasked Estep 
Score: -11025918.000000 Penalty: 3722.630371
	Iteration 18Q: 3 clusters Score -1.102592e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 92080 members 
Entering Unmasked Estep 
Score: -11025991.000000 Penalty: 3722.630371
	Iteration 19Q: 3 clusters Score -1.102599e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 92458 members 
Entering Unmasked Estep 
Score: -11026080.000000 Penalty: 3722.630371
	Iteration 20F: 3 clusters Score -1.102608e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -11026147.000000 Penalty: 3722.630371
	Iteration 21Q: 3 clusters Score -1.102615e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -11026170.000000 Penalty: 3722.630371
	Iteration 22Q: 3 clusters Score -1.102617e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -11026189.000000 Penalty: 3722.630371
	Iteration 23Q: 3 clusters Score -1.102619e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 93256 members 
Entering Unmasked Estep 
Score: -11026200.000000 Penalty: 3722.630371
	Iteration 24Q: 3 clusters Score -1.10262e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -11026213.000000 Penalty: 3722.630371
	Iteration 25Q: 3 clusters Score -1.102621e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -11026200.000000 Penalty: 3722.630371
	Iteration 26Q: 3 clusters Score -1.10262e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -11026188.000000 Penalty: 3722.630371
	Iteration 27Q: 3 clusters Score -1.102619e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -11026199.000000 Penalty: 3722.630371
	Iteration 28Q: 3 clusters Score -1.10262e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -11026192.000000 Penalty: 3722.630371
	Iteration 29Q: 3 clusters Score -1.102619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -11026193.000000 Penalty: 3722.630371
	Iteration 30Q: 3 clusters Score -1.102619e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 93596 members 
Entering Unmasked Estep 
Score: -11026198.000000 Penalty: 3722.630371
	Iteration 31Q: 3 clusters Score -1.10262e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -11026209.000000 Penalty: 3722.630371
	Iteration 32Q: 3 clusters Score -1.102621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
Score: -11026232.000000 Penalty: 3722.630371
	Iteration 33Q: 3 clusters Score -1.102623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -11026234.000000 Penalty: 3722.630371
	Iteration 34Q: 3 clusters Score -1.102623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -11026236.000000 Penalty: 3722.630371
	Iteration 35Q: 3 clusters Score -1.102624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -11026241.000000 Penalty: 3722.630371
	Iteration 36Q: 3 clusters Score -1.102624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -11026242.000000 Penalty: 3722.630371
	Iteration 37Q: 3 clusters Score -1.102624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -11026246.000000 Penalty: 3722.630371
	Iteration 38Q: 3 clusters Score -1.102625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 93708 members 
Entering Unmasked Estep 
Score: -11026249.000000 Penalty: 3722.630371
	Iteration 39Q: 3 clusters Score -1.102625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -11026255.000000 Penalty: 3722.630371
	Iteration 40F: 3 clusters Score -1.102626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 93725 members 
Entering Unmasked Estep 
Score: -11026267.000000 Penalty: 3722.630371
	Iteration 41Q: 3 clusters Score -1.102627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -11026268.000000 Penalty: 3722.630371
	Iteration 42Q: 3 clusters Score -1.102627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -11026267.000000 Penalty: 3722.630371
	Iteration 43Q: 3 clusters Score -1.102627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 93762 members 
Entering Unmasked Estep 
Score: -11026278.000000 Penalty: 3722.630371
	Iteration 44Q: 3 clusters Score -1.102628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -11026277.000000 Penalty: 3722.630371
	Iteration 45Q: 3 clusters Score -1.102628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -11026270.000000 Penalty: 3722.630371
	Iteration 46Q: 3 clusters Score -1.102627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93775 members 
Entering Unmasked Estep 
Score: -11026280.000000 Penalty: 3722.630371
	Iteration 47Q: 3 clusters Score -1.102628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 93775 members 
Entering Unmasked Estep 
Score: -11026280.000000 Penalty: 3722.630371
	Iteration 48F: 3 clusters Score -1.102628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -197657.281250 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -197657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -195643.421875 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -195643.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -196147.140625 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -196147.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -196265.906250 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -196265.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -196362.531250 Penalty: 2455.329102
	Iteration 3Q: 3 clusters Score -196362.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -196441.281250 Penalty: 2455.329102
	Iteration 4Q: 3 clusters Score -196441.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -196484.843750 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -196484.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -196529.312500 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -196529.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196571.171875 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -196571.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196606.593750 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -196606.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -196651.406250 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -196651.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -196683.484375 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -196683.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -196699.734375 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -196699.7 nChanged 14
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: -196705.671875 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -196705.7 nChanged 9
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: -196709.859375 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -196709.9 nChanged 8
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: -196714.281250 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -196714.3 nChanged 13
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: -196720.078125 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -196720.1 nChanged 7
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: -196722.984375 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -196723 nChanged 5
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: -196725.625000 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -196725.6 nChanged 6
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: -196727.828125 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -196727.8 nChanged 5
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: -196730.328125 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -196730.3 nChanged 2
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: -196730.765625 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -196730.8 nChanged 1
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: -196730.843750 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -196730.8 nChanged 0
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: -196730.843750 Penalty: 2455.329102
	Iteration 22F: 3 clusters Score -196730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Entering Unmasked Estep 
Score: -3026111.500000 Penalty: 1657.420288
	Iteration 0F: 2 clusters Score -3026112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3008087.250000 Penalty: 3314.840576
	Iteration 0F: 3 clusters Score -3008087 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3014826.500000 Penalty: 3314.840576
	Iteration 1F: 3 clusters Score -3014826 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3015349.500000 Penalty: 3314.840576
	Iteration 2F: 3 clusters Score -3015350 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3015969.000000 Penalty: 3314.840576
	Iteration 3F: 3 clusters Score -3015969 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3016860.250000 Penalty: 3314.840576
	Iteration 4F: 3 clusters Score -3016860 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3018081.500000 Penalty: 3314.840576
	Iteration 5F: 3 clusters Score -3018082 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3019682.500000 Penalty: 3314.840576
	Iteration 6F: 3 clusters Score -3019682 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3021518.750000 Penalty: 3314.840576
	Iteration 7F: 3 clusters Score -3021519 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3023041.250000 Penalty: 3314.840576
	Iteration 8F: 3 clusters Score -3023041 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3023956.000000 Penalty: 3314.840576
	Iteration 9Q: 3 clusters Score -3023956 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3024338.750000 Penalty: 3314.840576
	Iteration 10Q: 3 clusters Score -3024339 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3024505.000000 Penalty: 3314.840576
	Iteration 11Q: 3 clusters Score -3024505 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3024578.000000 Penalty: 3314.840576
	Iteration 12Q: 3 clusters Score -3024578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3024618.500000 Penalty: 3314.840576
	Iteration 13Q: 3 clusters Score -3024618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3024637.000000 Penalty: 3314.840576
	Iteration 14Q: 3 clusters Score -3024637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3024655.250000 Penalty: 3314.840576
	Iteration 15Q: 3 clusters Score -3024655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3024659.250000 Penalty: 3314.840576
	Iteration 16Q: 3 clusters Score -3024659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3024660.000000 Penalty: 3314.840576
	Iteration 17Q: 3 clusters Score -3024660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3024661.000000 Penalty: 3314.840576
	Iteration 18Q: 3 clusters Score -3024661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3024661.000000 Penalty: 3314.840576
	Iteration 19F: 3 clusters Score -3024661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Entering Unmasked Estep 
Score: -1454946.000000 Penalty: 1535.891235
	Iteration 0F: 2 clusters Score -1454946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1446039.250000 Penalty: 3071.782471
	Iteration 0F: 3 clusters Score -1446039 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1449305.625000 Penalty: 3071.782471
	Iteration 1F: 3 clusters Score -1449306 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1449930.000000 Penalty: 3071.782471
	Iteration 2F: 3 clusters Score -1449930 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1450513.250000 Penalty: 3071.782471
	Iteration 3F: 3 clusters Score -1450513 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1451052.250000 Penalty: 3071.782471
	Iteration 4F: 3 clusters Score -1451052 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1451430.375000 Penalty: 3071.782471
	Iteration 5F: 3 clusters Score -1451430 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1451744.250000 Penalty: 3071.782471
	Iteration 6Q: 3 clusters Score -1451744 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1452028.500000 Penalty: 3071.782471
	Iteration 7Q: 3 clusters Score -1452028 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1452340.125000 Penalty: 3071.782471
	Iteration 8Q: 3 clusters Score -1452340 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1452693.125000 Penalty: 3071.782471
	Iteration 9Q: 3 clusters Score -1452693 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1453069.500000 Penalty: 3071.782471
	Iteration 10Q: 3 clusters Score -1453070 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1453419.250000 Penalty: 3071.782471
	Iteration 11Q: 3 clusters Score -1453419 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1453764.625000 Penalty: 3071.782471
	Iteration 12Q: 3 clusters Score -1453765 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1454059.875000 Penalty: 3071.782471
	Iteration 13Q: 3 clusters Score -1454060 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1454263.000000 Penalty: 3071.782471
	Iteration 14Q: 3 clusters Score -1454263 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1454421.125000 Penalty: 3071.782471
	Iteration 15Q: 3 clusters Score -1454421 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1454537.000000 Penalty: 3071.782471
	Iteration 16Q: 3 clusters Score -1454537 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1454599.750000 Penalty: 3071.782471
	Iteration 17Q: 3 clusters Score -1454600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1454632.500000 Penalty: 3071.782471
	Iteration 18Q: 3 clusters Score -1454632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1454652.500000 Penalty: 3071.782471
	Iteration 19Q: 3 clusters Score -1454652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1454667.625000 Penalty: 3071.782471
	Iteration 20F: 3 clusters Score -1454668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1454673.250000 Penalty: 3071.782471
	Iteration 21Q: 3 clusters Score -1454673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1454677.375000 Penalty: 3071.782471
	Iteration 22Q: 3 clusters Score -1454677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1454677.625000 Penalty: 3071.782471
	Iteration 23Q: 3 clusters Score -1454678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1454675.625000 Penalty: 3071.782471
	Iteration 24Q: 3 clusters Score -1454676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1454676.125000 Penalty: 3071.782471
	Iteration 25Q: 3 clusters Score -1454676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1454677.250000 Penalty: 3071.782471
	Iteration 26Q: 3 clusters Score -1454677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1454678.500000 Penalty: 3071.782471
	Iteration 27Q: 3 clusters Score -1454678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1454678.500000 Penalty: 3071.782471
	Iteration 28F: 3 clusters Score -1454678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Entering Unmasked Estep 
Score: -1609256.375000 Penalty: 1549.559570
	Iteration 0F: 2 clusters Score -1609256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1599596.000000 Penalty: 3099.119141
	Iteration 0F: 3 clusters Score -1599596 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1602789.250000 Penalty: 3099.119141
	Iteration 1F: 3 clusters Score -1602789 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1603053.625000 Penalty: 3099.119141
	Iteration 2F: 3 clusters Score -1603054 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1603252.875000 Penalty: 3099.119141
	Iteration 3Q: 3 clusters Score -1603253 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1603389.250000 Penalty: 3099.119141
	Iteration 4Q: 3 clusters Score -1603389 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1603510.125000 Penalty: 3099.119141
	Iteration 5Q: 3 clusters Score -1603510 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1603603.625000 Penalty: 3099.119141
	Iteration 6Q: 3 clusters Score -1603604 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1603673.500000 Penalty: 3099.119141
	Iteration 7Q: 3 clusters Score -1603674 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1603753.000000 Penalty: 3099.119141
	Iteration 8Q: 3 clusters Score -1603753 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1603837.125000 Penalty: 3099.119141
	Iteration 9Q: 3 clusters Score -1603837 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1603912.750000 Penalty: 3099.119141
	Iteration 10Q: 3 clusters Score -1603913 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1604002.125000 Penalty: 3099.119141
	Iteration 11Q: 3 clusters Score -1604002 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1604114.000000 Penalty: 3099.119141
	Iteration 12Q: 3 clusters Score -1604114 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1604279.500000 Penalty: 3099.119141
	Iteration 13Q: 3 clusters Score -1604280 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1604478.750000 Penalty: 3099.119141
	Iteration 14Q: 3 clusters Score -1604479 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1604744.250000 Penalty: 3099.119141
	Iteration 15Q: 3 clusters Score -1604744 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1605132.500000 Penalty: 3099.119141
	Iteration 16Q: 3 clusters Score -1605132 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1605585.750000 Penalty: 3099.119141
	Iteration 17Q: 3 clusters Score -1605586 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1606042.375000 Penalty: 3099.119141
	Iteration 18Q: 3 clusters Score -1606042 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1606458.500000 Penalty: 3099.119141
	Iteration 19Q: 3 clusters Score -1606458 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1606772.875000 Penalty: 3099.119141
	Iteration 20F: 3 clusters Score -1606773 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1607008.000000 Penalty: 3099.119141
	Iteration 21Q: 3 clusters Score -1607008 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1607188.125000 Penalty: 3099.119141
	Iteration 22Q: 3 clusters Score -1607188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1607318.375000 Penalty: 3099.119141
	Iteration 23Q: 3 clusters Score -1607318 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1607426.000000 Penalty: 3099.119141
	Iteration 24Q: 3 clusters Score -1607426 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1607513.750000 Penalty: 3099.119141
	Iteration 25Q: 3 clusters Score -1607514 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1607578.125000 Penalty: 3099.119141
	Iteration 26Q: 3 clusters Score -1607578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1607630.625000 Penalty: 3099.119141
	Iteration 27Q: 3 clusters Score -1607631 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1607674.625000 Penalty: 3099.119141
	Iteration 28Q: 3 clusters Score -1607675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1607711.500000 Penalty: 3099.119141
	Iteration 29Q: 3 clusters Score -1607712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1607747.250000 Penalty: 3099.119141
	Iteration 30Q: 3 clusters Score -1607747 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1607785.625000 Penalty: 3099.119141
	Iteration 31Q: 3 clusters Score -1607786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1607821.250000 Penalty: 3099.119141
	Iteration 32Q: 3 clusters Score -1607821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1607828.000000 Penalty: 3099.119141
	Iteration 33Q: 3 clusters Score -1607828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1607836.625000 Penalty: 3099.119141
	Iteration 34Q: 3 clusters Score -1607837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1607842.250000 Penalty: 3099.119141
	Iteration 35Q: 3 clusters Score -1607842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1607854.250000 Penalty: 3099.119141
	Iteration 36Q: 3 clusters Score -1607854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1607858.375000 Penalty: 3099.119141
	Iteration 37Q: 3 clusters Score -1607858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1607863.750000 Penalty: 3099.119141
	Iteration 38Q: 3 clusters Score -1607864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1607862.750000 Penalty: 3099.119141
	Iteration 39Q: 3 clusters Score -1607863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1607869.125000 Penalty: 3099.119141
	Iteration 40F: 3 clusters Score -1607869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1607870.500000 Penalty: 3099.119141
	Iteration 41Q: 3 clusters Score -1607870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1607873.625000 Penalty: 3099.119141
	Iteration 42Q: 3 clusters Score -1607874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1607876.375000 Penalty: 3099.119141
	Iteration 43Q: 3 clusters Score -1607876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1607874.625000 Penalty: 3099.119141
	Iteration 44Q: 3 clusters Score -1607875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1607875.875000 Penalty: 3099.119141
	Iteration 45Q: 3 clusters Score -1607876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1607876.250000 Penalty: 3099.119141
	Iteration 46Q: 3 clusters Score -1607876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1607876.250000 Penalty: 3099.119141
	Iteration 47F: 3 clusters Score -1607876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133428 members 
Entering Unmasked Estep 
Score: -15345271.000000 Penalty: 1917.713989
	Iteration 0F: 2 clusters Score -1.534527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 66669 members 
Entering Unmasked Estep 
Score: -15261434.000000 Penalty: 3835.427979
	Iteration 0F: 3 clusters Score -1.526143e+07 nChanged 64358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -15299142.000000 Penalty: 3835.427979
	Iteration 1F: 3 clusters Score -1.529914e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -15299997.000000 Penalty: 3835.427979
	Iteration 2Q: 3 clusters Score -1.53e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -15301051.000000 Penalty: 3835.427979
	Iteration 3Q: 3 clusters Score -1.530105e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -15302899.000000 Penalty: 3835.427979
	Iteration 4Q: 3 clusters Score -1.53029e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -15305856.000000 Penalty: 3835.427979
	Iteration 5F: 3 clusters Score -1.530586e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -15310748.000000 Penalty: 3835.427979
	Iteration 6F: 3 clusters Score -1.531075e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -15318859.000000 Penalty: 3835.427979
	Iteration 7F: 3 clusters Score -1.531886e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114264 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -15328262.000000 Penalty: 3835.427979
	Iteration 8F: 3 clusters Score -1.532826e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123917 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -15336064.000000 Penalty: 3835.427979
	Iteration 9F: 3 clusters Score -1.533606e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129514 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -15340379.000000 Penalty: 3835.427979
	Iteration 10Q: 3 clusters Score -1.534038e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131881 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -15342315.000000 Penalty: 3835.427979
	Iteration 11Q: 3 clusters Score -1.534232e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132660 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -15343071.000000 Penalty: 3835.427979
	Iteration 12Q: 3 clusters Score -1.534307e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132907 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15343420.000000 Penalty: 3835.427979
	Iteration 13Q: 3 clusters Score -1.534342e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -15343545.000000 Penalty: 3835.427979
	Iteration 14Q: 3 clusters Score -1.534354e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132989 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -15343584.000000 Penalty: 3835.427979
	Iteration 15Q: 3 clusters Score -1.534358e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132984 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15343610.000000 Penalty: 3835.427979
	Iteration 16Q: 3 clusters Score -1.534361e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132974 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -15343618.000000 Penalty: 3835.427979
	Iteration 17Q: 3 clusters Score -1.534362e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132968 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -15343643.000000 Penalty: 3835.427979
	Iteration 18Q: 3 clusters Score -1.534364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15343646.000000 Penalty: 3835.427979
	Iteration 19Q: 3 clusters Score -1.534365e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132959 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -15343658.000000 Penalty: 3835.427979
	Iteration 20F: 3 clusters Score -1.534366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132952 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -15343679.000000 Penalty: 3835.427979
	Iteration 21Q: 3 clusters Score -1.534368e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132943 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -15343699.000000 Penalty: 3835.427979
	Iteration 22Q: 3 clusters Score -1.53437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132936 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -15343710.000000 Penalty: 3835.427979
	Iteration 23Q: 3 clusters Score -1.534371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132932 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15343709.000000 Penalty: 3835.427979
	Iteration 24Q: 3 clusters Score -1.534371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132927 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -15343724.000000 Penalty: 3835.427979
	Iteration 25Q: 3 clusters Score -1.534372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132930 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -15343742.000000 Penalty: 3835.427979
	Iteration 26Q: 3 clusters Score -1.534374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132934 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -15343733.000000 Penalty: 3835.427979
	Iteration 27Q: 3 clusters Score -1.534373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132929 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15343745.000000 Penalty: 3835.427979
	Iteration 28Q: 3 clusters Score -1.534374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132922 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15343757.000000 Penalty: 3835.427979
	Iteration 29Q: 3 clusters Score -1.534376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132914 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15343766.000000 Penalty: 3835.427979
	Iteration 30Q: 3 clusters Score -1.534377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132915 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -15343766.000000 Penalty: 3835.427979
	Iteration 31Q: 3 clusters Score -1.534377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132917 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15343782.000000 Penalty: 3835.427979
	Iteration 32Q: 3 clusters Score -1.534378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132918 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -15343779.000000 Penalty: 3835.427979
	Iteration 33Q: 3 clusters Score -1.534378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15343781.000000 Penalty: 3835.427979
	Iteration 34Q: 3 clusters Score -1.534378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132920 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15343780.000000 Penalty: 3835.427979
	Iteration 35Q: 3 clusters Score -1.534378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15343777.000000 Penalty: 3835.427979
	Iteration 36Q: 3 clusters Score -1.534378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15343783.000000 Penalty: 3835.427979
	Iteration 37Q: 3 clusters Score -1.534378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132918 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -15343783.000000 Penalty: 3835.427979
	Iteration 38Q: 3 clusters Score -1.534378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132917 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15343783.000000 Penalty: 3835.427979
	Iteration 39Q: 3 clusters Score -1.534378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132916 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15343787.000000 Penalty: 3835.427979
	Iteration 40F: 3 clusters Score -1.534379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132915 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -15343791.000000 Penalty: 3835.427979
	Iteration 41Q: 3 clusters Score -1.534379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132914 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15343791.000000 Penalty: 3835.427979
	Iteration 42Q: 3 clusters Score -1.534379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132914 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15343791.000000 Penalty: 3835.427979
	Iteration 43F: 3 clusters Score -1.534379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -45759.398438 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -45759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44756.863281 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -44756.86 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44898.949219 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -44898.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44927.601562 Penalty: 1986.946777
	Iteration 2Q: 3 clusters Score -44927.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44942.261719 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -44942.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44952.957031 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -44952.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44966.468750 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -44966.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44993.503906 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -44993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45013.996094 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -45014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45033.285156 Penalty: 1986.946777
	Iteration 8Q: 3 clusters Score -45033.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45048.898438 Penalty: 1986.946777
	Iteration 9Q: 3 clusters Score -45048.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45063.093750 Penalty: 1986.946777
	Iteration 10Q: 3 clusters Score -45063.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45066.050781 Penalty: 1986.946777
	Iteration 11Q: 3 clusters Score -45066.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45068.640625 Penalty: 1986.946777
	Iteration 12F: 3 clusters Score -45068.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45071.832031 Penalty: 1986.946777
	Iteration 13Q: 3 clusters Score -45071.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45073.992188 Penalty: 1986.946777
	Iteration 14Q: 3 clusters Score -45073.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45075.867188 Penalty: 1986.946777
	Iteration 15Q: 3 clusters Score -45075.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45075.867188 Penalty: 1986.946777
	Iteration 16F: 3 clusters Score -45075.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -115995.000000 Penalty: 1124.929565
	Iteration 0F: 2 clusters Score -115995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -114557.601562 Penalty: 2249.859131
	Iteration 0F: 3 clusters Score -114557.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114797.476562 Penalty: 2249.859131
	Iteration 1F: 3 clusters Score -114797.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114862.617188 Penalty: 2249.859131
	Iteration 2F: 3 clusters Score -114862.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -114901.460938 Penalty: 2249.859131
	Iteration 3Q: 3 clusters Score -114901.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -114914.468750 Penalty: 2249.859131
	Iteration 4Q: 3 clusters Score -114914.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114924.679688 Penalty: 2249.859131
	Iteration 5Q: 3 clusters Score -114924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114930.359375 Penalty: 2249.859131
	Iteration 6Q: 3 clusters Score -114930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114933.507812 Penalty: 2249.859131
	Iteration 7Q: 3 clusters Score -114933.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114936.882812 Penalty: 2249.859131
	Iteration 8Q: 3 clusters Score -114936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114940.359375 Penalty: 2249.859131
	Iteration 9Q: 3 clusters Score -114940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114942.656250 Penalty: 2249.859131
	Iteration 10Q: 3 clusters Score -114942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -114943.000000 Penalty: 2249.859131
	Iteration 11Q: 3 clusters Score -114943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114943.468750 Penalty: 2249.859131
	Iteration 12Q: 3 clusters Score -114943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -114943.757812 Penalty: 2249.859131
	Iteration 13Q: 3 clusters Score -114943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114944.976562 Penalty: 2249.859131
	Iteration 14Q: 3 clusters Score -114945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114945.328125 Penalty: 2249.859131
	Iteration 15Q: 3 clusters Score -114945.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -114945.328125 Penalty: 2249.859131
	Iteration 16F: 3 clusters Score -114945.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -389569.625000 Penalty: 1321.278076
	Iteration 0F: 2 clusters Score -389569.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -386585.468750 Penalty: 2642.556152
	Iteration 0F: 3 clusters Score -386585.5 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -387297.062500 Penalty: 2642.556152
	Iteration 1F: 3 clusters Score -387297.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -387437.875000 Penalty: 2642.556152
	Iteration 2F: 3 clusters Score -387437.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -387528.562500 Penalty: 2642.556152
	Iteration 3Q: 3 clusters Score -387528.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -387589.500000 Penalty: 2642.556152
	Iteration 4Q: 3 clusters Score -387589.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -387658.156250 Penalty: 2642.556152
	Iteration 5Q: 3 clusters Score -387658.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -387753.593750 Penalty: 2642.556152
	Iteration 6Q: 3 clusters Score -387753.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -387876.781250 Penalty: 2642.556152
	Iteration 7Q: 3 clusters Score -387876.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -387989.093750 Penalty: 2642.556152
	Iteration 8Q: 3 clusters Score -387989.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -388107.531250 Penalty: 2642.556152
	Iteration 9Q: 3 clusters Score -388107.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -388215.156250 Penalty: 2642.556152
	Iteration 10Q: 3 clusters Score -388215.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -388317.937500 Penalty: 2642.556152
	Iteration 11Q: 3 clusters Score -388317.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -388410.906250 Penalty: 2642.556152
	Iteration 12Q: 3 clusters Score -388410.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -388491.250000 Penalty: 2642.556152
	Iteration 13Q: 3 clusters Score -388491.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -388564.468750 Penalty: 2642.556152
	Iteration 14Q: 3 clusters Score -388564.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -388642.968750 Penalty: 2642.556152
	Iteration 15Q: 3 clusters Score -388643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -388685.562500 Penalty: 2642.556152
	Iteration 16Q: 3 clusters Score -388685.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -388708.093750 Penalty: 2642.556152
	Iteration 17Q: 3 clusters Score -388708.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -388726.031250 Penalty: 2642.556152
	Iteration 18Q: 3 clusters Score -388726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -388735.125000 Penalty: 2642.556152
	Iteration 19Q: 3 clusters Score -388735.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -388740.656250 Penalty: 2642.556152
	Iteration 20F: 3 clusters Score -388740.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -388742.750000 Penalty: 2642.556152
	Iteration 21Q: 3 clusters Score -388742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -388744.343750 Penalty: 2642.556152
	Iteration 22Q: 3 clusters Score -388744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -388746.843750 Penalty: 2642.556152
	Iteration 23Q: 3 clusters Score -388746.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -388750.375000 Penalty: 2642.556152
	Iteration 24Q: 3 clusters Score -388750.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -388751.750000 Penalty: 2642.556152
	Iteration 25Q: 3 clusters Score -388751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -388752.562500 Penalty: 2642.556152
	Iteration 26Q: 3 clusters Score -388752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -388753.562500 Penalty: 2642.556152
	Iteration 27Q: 3 clusters Score -388753.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -388754.031250 Penalty: 2642.556152
	Iteration 28Q: 3 clusters Score -388754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -388754.031250 Penalty: 2642.556152
	Iteration 29F: 3 clusters Score -388754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (113037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Entering Unmasked Estep 
Score: -13249755.000000 Penalty: 1890.763916
	Iteration 0F: 2 clusters Score -1.324976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -13179027.000000 Penalty: 3781.527832
	Iteration 0F: 3 clusters Score -1.317903e+07 nChanged 54314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -13211123.000000 Penalty: 3781.527832
	Iteration 1F: 3 clusters Score -1.321112e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -13211701.000000 Penalty: 3781.527832
	Iteration 2Q: 3 clusters Score -1.32117e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -13212511.000000 Penalty: 3781.527832
	Iteration 3Q: 3 clusters Score -1.321251e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -13213733.000000 Penalty: 3781.527832
	Iteration 4Q: 3 clusters Score -1.321373e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -13215466.000000 Penalty: 3781.527832
	Iteration 5Q: 3 clusters Score -1.321547e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 67425 members 
Entering Unmasked Estep 
Score: -13218425.000000 Penalty: 3781.527832
	Iteration 6F: 3 clusters Score -1.321842e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -13222859.000000 Penalty: 3781.527832
	Iteration 7F: 3 clusters Score -1.322286e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -13228828.000000 Penalty: 3781.527832
	Iteration 8F: 3 clusters Score -1.322883e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -13234080.000000 Penalty: 3781.527832
	Iteration 9F: 3 clusters Score -1.323408e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -13236476.000000 Penalty: 3781.527832
	Iteration 10Q: 3 clusters Score -1.323648e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 77989 members 
Entering Unmasked Estep 
Score: -13237715.000000 Penalty: 3781.527832
	Iteration 11Q: 3 clusters Score -1.323772e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
Score: -13238794.000000 Penalty: 3781.527832
	Iteration 12Q: 3 clusters Score -1.323879e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -13239799.000000 Penalty: 3781.527832
	Iteration 13Q: 3 clusters Score -1.32398e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -13240996.000000 Penalty: 3781.527832
	Iteration 14Q: 3 clusters Score -1.3241e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -13242247.000000 Penalty: 3781.527832
	Iteration 15Q: 3 clusters Score -1.324225e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -13243705.000000 Penalty: 3781.527832
	Iteration 16Q: 3 clusters Score -1.32437e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -13245032.000000 Penalty: 3781.527832
	Iteration 17Q: 3 clusters Score -1.324503e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -13246203.000000 Penalty: 3781.527832
	Iteration 18Q: 3 clusters Score -1.32462e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -13247316.000000 Penalty: 3781.527832
	Iteration 19Q: 3 clusters Score -1.324732e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -13248106.000000 Penalty: 3781.527832
	Iteration 20F: 3 clusters Score -1.324811e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 82108 members 
Entering Unmasked Estep 
Score: -13248806.000000 Penalty: 3781.527832
	Iteration 21Q: 3 clusters Score -1.324881e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -13249257.000000 Penalty: 3781.527832
	Iteration 22Q: 3 clusters Score -1.324926e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -13249529.000000 Penalty: 3781.527832
	Iteration 23Q: 3 clusters Score -1.324953e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -13249683.000000 Penalty: 3781.527832
	Iteration 24Q: 3 clusters Score -1.324968e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -13249856.000000 Penalty: 3781.527832
	Iteration 25Q: 3 clusters Score -1.324986e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -13249988.000000 Penalty: 3781.527832
	Iteration 26Q: 3 clusters Score -1.324999e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 82475 members 
Entering Unmasked Estep 
Score: -13250084.000000 Penalty: 3781.527832
	Iteration 27Q: 3 clusters Score -1.325008e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -13250132.000000 Penalty: 3781.527832
	Iteration 28Q: 3 clusters Score -1.325013e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -13250113.000000 Penalty: 3781.527832
	Iteration 29Q: 3 clusters Score -1.325011e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -13250148.000000 Penalty: 3781.527832
	Iteration 30Q: 3 clusters Score -1.325015e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -13250165.000000 Penalty: 3781.527832
	Iteration 31Q: 3 clusters Score -1.325016e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -13250195.000000 Penalty: 3781.527832
	Iteration 32Q: 3 clusters Score -1.32502e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 83028 members 
Entering Unmasked Estep 
Score: -13250184.000000 Penalty: 3781.527832
	Iteration 33Q: 3 clusters Score -1.325018e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -13250196.000000 Penalty: 3781.527832
	Iteration 34Q: 3 clusters Score -1.32502e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
Score: -13250191.000000 Penalty: 3781.527832
	Iteration 35Q: 3 clusters Score -1.325019e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -13250169.000000 Penalty: 3781.527832
	Iteration 36Q: 3 clusters Score -1.325017e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -13250186.000000 Penalty: 3781.527832
	Iteration 37Q: 3 clusters Score -1.325019e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -13250201.000000 Penalty: 3781.527832
	Iteration 38Q: 3 clusters Score -1.32502e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -13250214.000000 Penalty: 3781.527832
	Iteration 39Q: 3 clusters Score -1.325021e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -13250189.000000 Penalty: 3781.527832
	Iteration 40F: 3 clusters Score -1.325019e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -13250140.000000 Penalty: 3781.527832
	Iteration 41Q: 3 clusters Score -1.325014e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -13250143.000000 Penalty: 3781.527832
	Iteration 42Q: 3 clusters Score -1.325014e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -13250123.000000 Penalty: 3781.527832
	Iteration 43Q: 3 clusters Score -1.325012e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -13250154.000000 Penalty: 3781.527832
	Iteration 44Q: 3 clusters Score -1.325015e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -13250132.000000 Penalty: 3781.527832
	Iteration 45Q: 3 clusters Score -1.325013e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -13250121.000000 Penalty: 3781.527832
	Iteration 46Q: 3 clusters Score -1.325012e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -13250116.000000 Penalty: 3781.527832
	Iteration 47Q: 3 clusters Score -1.325012e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -13250121.000000 Penalty: 3781.527832
	Iteration 48Q: 3 clusters Score -1.325012e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -13250119.000000 Penalty: 3781.527832
	Iteration 49Q: 3 clusters Score -1.325012e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -13250103.000000 Penalty: 3781.527832
	Iteration 50Q: 3 clusters Score -1.32501e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 85160 members 
Entering Unmasked Estep 
Score: -13250088.000000 Penalty: 3781.527832
	Iteration 51Q: 3 clusters Score -1.325009e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 85322 members 
Entering Unmasked Estep 
Score: -13250080.000000 Penalty: 3781.527832
	Iteration 52Q: 3 clusters Score -1.325008e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -13250064.000000 Penalty: 3781.527832
	Iteration 53Q: 3 clusters Score -1.325006e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 85653 members 
Entering Unmasked Estep 
Score: -13250089.000000 Penalty: 3781.527832
	Iteration 54Q: 3 clusters Score -1.325009e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 85794 members 
Entering Unmasked Estep 
Score: -13250097.000000 Penalty: 3781.527832
	Iteration 55Q: 3 clusters Score -1.32501e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -13250087.000000 Penalty: 3781.527832
	Iteration 56Q: 3 clusters Score -1.325009e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 86099 members 
Entering Unmasked Estep 
Score: -13250125.000000 Penalty: 3781.527832
	Iteration 57Q: 3 clusters Score -1.325012e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -13250125.000000 Penalty: 3781.527832
	Iteration 58Q: 3 clusters Score -1.325012e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -13250133.000000 Penalty: 3781.527832
	Iteration 59Q: 3 clusters Score -1.325013e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -13250126.000000 Penalty: 3781.527832
	Iteration 60F: 3 clusters Score -1.325013e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -13250110.000000 Penalty: 3781.527832
	Iteration 61Q: 3 clusters Score -1.325011e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
Score: -13250093.000000 Penalty: 3781.527832
	Iteration 62Q: 3 clusters Score -1.325009e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 86974 members 
Entering Unmasked Estep 
Score: -13250081.000000 Penalty: 3781.527832
	Iteration 63Q: 3 clusters Score -1.325008e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 87141 members 
Entering Unmasked Estep 
Score: -13250086.000000 Penalty: 3781.527832
	Iteration 64Q: 3 clusters Score -1.325009e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -13250089.000000 Penalty: 3781.527832
	Iteration 65Q: 3 clusters Score -1.325009e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -13250108.000000 Penalty: 3781.527832
	Iteration 66Q: 3 clusters Score -1.325011e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -13250085.000000 Penalty: 3781.527832
	Iteration 67Q: 3 clusters Score -1.325008e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 87787 members 
Entering Unmasked Estep 
Score: -13250070.000000 Penalty: 3781.527832
	Iteration 68Q: 3 clusters Score -1.325007e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 87931 members 
Entering Unmasked Estep 
Score: -13250090.000000 Penalty: 3781.527832
	Iteration 69Q: 3 clusters Score -1.325009e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -13250085.000000 Penalty: 3781.527832
	Iteration 70Q: 3 clusters Score -1.325008e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -13250082.000000 Penalty: 3781.527832
	Iteration 71Q: 3 clusters Score -1.325008e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -13250074.000000 Penalty: 3781.527832
	Iteration 72Q: 3 clusters Score -1.325007e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -13250043.000000 Penalty: 3781.527832
	Iteration 73Q: 3 clusters Score -1.325004e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -13250056.000000 Penalty: 3781.527832
	Iteration 74Q: 3 clusters Score -1.325006e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -13250026.000000 Penalty: 3781.527832
	Iteration 75Q: 3 clusters Score -1.325003e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -13250030.000000 Penalty: 3781.527832
	Iteration 76Q: 3 clusters Score -1.325003e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -13250032.000000 Penalty: 3781.527832
	Iteration 77Q: 3 clusters Score -1.325003e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -13250035.000000 Penalty: 3781.527832
	Iteration 78Q: 3 clusters Score -1.325004e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -13250013.000000 Penalty: 3781.527832
	Iteration 79Q: 3 clusters Score -1.325001e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -13250013.000000 Penalty: 3781.527832
	Iteration 80F: 3 clusters Score -1.325001e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 89351 members 
Entering Unmasked Estep 
Score: -13250002.000000 Penalty: 3781.527832
	Iteration 81Q: 3 clusters Score -1.325e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -13249991.000000 Penalty: 3781.527832
	Iteration 82Q: 3 clusters Score -1.324999e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -13249972.000000 Penalty: 3781.527832
	Iteration 83Q: 3 clusters Score -1.324997e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -13249934.000000 Penalty: 3781.527832
	Iteration 84Q: 3 clusters Score -1.324993e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 89759 members 
Entering Unmasked Estep 
Score: -13249948.000000 Penalty: 3781.527832
	Iteration 85Q: 3 clusters Score -1.324995e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -13249954.000000 Penalty: 3781.527832
	Iteration 86Q: 3 clusters Score -1.324995e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
Score: -13249931.000000 Penalty: 3781.527832
	Iteration 87Q: 3 clusters Score -1.324993e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -13249945.000000 Penalty: 3781.527832
	Iteration 88Q: 3 clusters Score -1.324994e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -13249954.000000 Penalty: 3781.527832
	Iteration 89Q: 3 clusters Score -1.324995e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 90314 members 
Entering Unmasked Estep 
Score: -13249922.000000 Penalty: 3781.527832
	Iteration 90Q: 3 clusters Score -1.324992e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -13249899.000000 Penalty: 3781.527832
	Iteration 91Q: 3 clusters Score -1.32499e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -13249887.000000 Penalty: 3781.527832
	Iteration 92Q: 3 clusters Score -1.324989e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -13249901.000000 Penalty: 3781.527832
	Iteration 93Q: 3 clusters Score -1.32499e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -13249874.000000 Penalty: 3781.527832
	Iteration 94Q: 3 clusters Score -1.324987e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -13249839.000000 Penalty: 3781.527832
	Iteration 95Q: 3 clusters Score -1.324984e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -13249812.000000 Penalty: 3781.527832
	Iteration 96Q: 3 clusters Score -1.324981e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -13249799.000000 Penalty: 3781.527832
	Iteration 97Q: 3 clusters Score -1.32498e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -13249798.000000 Penalty: 3781.527832
	Iteration 98Q: 3 clusters Score -1.32498e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 91593 members 
Entering Unmasked Estep 
Score: -13249788.000000 Penalty: 3781.527832
	Iteration 99Q: 3 clusters Score -1.324979e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -13249804.000000 Penalty: 3781.527832
	Iteration 100F: 3 clusters Score -1.32498e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 91905 members 
Entering Unmasked Estep 
Score: -13249790.000000 Penalty: 3781.527832
	Iteration 101Q: 3 clusters Score -1.324979e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 92058 members 
Entering Unmasked Estep 
Score: -13249777.000000 Penalty: 3781.527832
	Iteration 102Q: 3 clusters Score -1.324978e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -13249746.000000 Penalty: 3781.527832
	Iteration 103Q: 3 clusters Score -1.324975e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -13249715.000000 Penalty: 3781.527832
	Iteration 104Q: 3 clusters Score -1.324972e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -13249700.000000 Penalty: 3781.527832
	Iteration 105Q: 3 clusters Score -1.32497e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -13249655.000000 Penalty: 3781.527832
	Iteration 106Q: 3 clusters Score -1.324966e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 92856 members 
Entering Unmasked Estep 
Score: -13249655.000000 Penalty: 3781.527832
	Iteration 107Q: 3 clusters Score -1.324966e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -13249623.000000 Penalty: 3781.527832
	Iteration 108Q: 3 clusters Score -1.324962e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -13249612.000000 Penalty: 3781.527832
	Iteration 109Q: 3 clusters Score -1.324961e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -13249605.000000 Penalty: 3781.527832
	Iteration 110Q: 3 clusters Score -1.32496e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -13249577.000000 Penalty: 3781.527832
	Iteration 111Q: 3 clusters Score -1.324958e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 93558 members 
Entering Unmasked Estep 
Score: -13249573.000000 Penalty: 3781.527832
	Iteration 112Q: 3 clusters Score -1.324957e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -13249547.000000 Penalty: 3781.527832
	Iteration 113Q: 3 clusters Score -1.324955e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -13249570.000000 Penalty: 3781.527832
	Iteration 114Q: 3 clusters Score -1.324957e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 93912 members 
Entering Unmasked Estep 
Score: -13249534.000000 Penalty: 3781.527832
	Iteration 115Q: 3 clusters Score -1.324953e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 94028 members 
Entering Unmasked Estep 
Score: -13249523.000000 Penalty: 3781.527832
	Iteration 116Q: 3 clusters Score -1.324952e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -13249491.000000 Penalty: 3781.527832
	Iteration 117Q: 3 clusters Score -1.324949e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -13249479.000000 Penalty: 3781.527832
	Iteration 118Q: 3 clusters Score -1.324948e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 94342 members 
Entering Unmasked Estep 
Score: -13249468.000000 Penalty: 3781.527832
	Iteration 119Q: 3 clusters Score -1.324947e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -13249467.000000 Penalty: 3781.527832
	Iteration 120F: 3 clusters Score -1.324947e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 94588 members 
Entering Unmasked Estep 
Score: -13249460.000000 Penalty: 3781.527832
	Iteration 121Q: 3 clusters Score -1.324946e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 94718 members 
Entering Unmasked Estep 
Score: -13249475.000000 Penalty: 3781.527832
	Iteration 122Q: 3 clusters Score -1.324948e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 94832 members 
Entering Unmasked Estep 
Score: -13249439.000000 Penalty: 3781.527832
	Iteration 123Q: 3 clusters Score -1.324944e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -13249437.000000 Penalty: 3781.527832
	Iteration 124Q: 3 clusters Score -1.324944e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 95077 members 
Entering Unmasked Estep 
Score: -13249441.000000 Penalty: 3781.527832
	Iteration 125Q: 3 clusters Score -1.324944e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -13249450.000000 Penalty: 3781.527832
	Iteration 126Q: 3 clusters Score -1.324945e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -13249439.000000 Penalty: 3781.527832
	Iteration 127Q: 3 clusters Score -1.324944e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -13249423.000000 Penalty: 3781.527832
	Iteration 128Q: 3 clusters Score -1.324942e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 95501 members 
Entering Unmasked Estep 
Score: -13249422.000000 Penalty: 3781.527832
	Iteration 129Q: 3 clusters Score -1.324942e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -13249439.000000 Penalty: 3781.527832
	Iteration 130Q: 3 clusters Score -1.324944e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 95712 members 
Entering Unmasked Estep 
Score: -13249409.000000 Penalty: 3781.527832
	Iteration 131Q: 3 clusters Score -1.324941e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 95826 members 
Entering Unmasked Estep 
Score: -13249413.000000 Penalty: 3781.527832
	Iteration 132Q: 3 clusters Score -1.324941e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -13249414.000000 Penalty: 3781.527832
	Iteration 133Q: 3 clusters Score -1.324941e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 96065 members 
Entering Unmasked Estep 
Score: -13249396.000000 Penalty: 3781.527832
	Iteration 134Q: 3 clusters Score -1.32494e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -13249363.000000 Penalty: 3781.527832
	Iteration 135Q: 3 clusters Score -1.324936e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -13249355.000000 Penalty: 3781.527832
	Iteration 136Q: 3 clusters Score -1.324936e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 96398 members 
Entering Unmasked Estep 
Score: -13249346.000000 Penalty: 3781.527832
	Iteration 137Q: 3 clusters Score -1.324935e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -13249334.000000 Penalty: 3781.527832
	Iteration 138Q: 3 clusters Score -1.324933e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -13249292.000000 Penalty: 3781.527832
	Iteration 139Q: 3 clusters Score -1.324929e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -13249299.000000 Penalty: 3781.527832
	Iteration 140F: 3 clusters Score -1.32493e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 96811 members 
Entering Unmasked Estep 
Score: -13249287.000000 Penalty: 3781.527832
	Iteration 141Q: 3 clusters Score -1.324929e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -13249286.000000 Penalty: 3781.527832
	Iteration 142Q: 3 clusters Score -1.324929e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -13249301.000000 Penalty: 3781.527832
	Iteration 143Q: 3 clusters Score -1.32493e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -13249304.000000 Penalty: 3781.527832
	Iteration 144Q: 3 clusters Score -1.32493e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -13249295.000000 Penalty: 3781.527832
	Iteration 145Q: 3 clusters Score -1.32493e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -13249284.000000 Penalty: 3781.527832
	Iteration 146Q: 3 clusters Score -1.324928e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 97488 members 
Entering Unmasked Estep 
Score: -13249265.000000 Penalty: 3781.527832
	Iteration 147Q: 3 clusters Score -1.324926e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -13249267.000000 Penalty: 3781.527832
	Iteration 148Q: 3 clusters Score -1.324927e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 97730 members 
Entering Unmasked Estep 
Score: -13249259.000000 Penalty: 3781.527832
	Iteration 149Q: 3 clusters Score -1.324926e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 97848 members 
Entering Unmasked Estep 
Score: -13249241.000000 Penalty: 3781.527832
	Iteration 150Q: 3 clusters Score -1.324924e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -13249237.000000 Penalty: 3781.527832
	Iteration 151Q: 3 clusters Score -1.324924e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 98045 members 
Entering Unmasked Estep 
Score: -13249247.000000 Penalty: 3781.527832
	Iteration 152Q: 3 clusters Score -1.324925e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -13249229.000000 Penalty: 3781.527832
	Iteration 153Q: 3 clusters Score -1.324923e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -13249240.000000 Penalty: 3781.527832
	Iteration 154Q: 3 clusters Score -1.324924e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 98279 members 
Entering Unmasked Estep 
Score: -13249250.000000 Penalty: 3781.527832
	Iteration 155Q: 3 clusters Score -1.324925e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -13249242.000000 Penalty: 3781.527832
	Iteration 156Q: 3 clusters Score -1.324924e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
Score: -13249232.000000 Penalty: 3781.527832
	Iteration 157Q: 3 clusters Score -1.324923e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 98475 members 
Entering Unmasked Estep 
Score: -13249206.000000 Penalty: 3781.527832
	Iteration 158Q: 3 clusters Score -1.324921e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -13249179.000000 Penalty: 3781.527832
	Iteration 159Q: 3 clusters Score -1.324918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -13249194.000000 Penalty: 3781.527832
	Iteration 160F: 3 clusters Score -1.324919e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -13249178.000000 Penalty: 3781.527832
	Iteration 161Q: 3 clusters Score -1.324918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -13249180.000000 Penalty: 3781.527832
	Iteration 162Q: 3 clusters Score -1.324918e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -13249173.000000 Penalty: 3781.527832
	Iteration 163Q: 3 clusters Score -1.324917e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 98696 members 
Entering Unmasked Estep 
Score: -13249156.000000 Penalty: 3781.527832
	Iteration 164Q: 3 clusters Score -1.324916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -13249160.000000 Penalty: 3781.527832
	Iteration 165Q: 3 clusters Score -1.324916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 98745 members 
Entering Unmasked Estep 
Score: -13249157.000000 Penalty: 3781.527832
	Iteration 166Q: 3 clusters Score -1.324916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -13249155.000000 Penalty: 3781.527832
	Iteration 167Q: 3 clusters Score -1.324916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 98780 members 
Entering Unmasked Estep 
Score: -13249156.000000 Penalty: 3781.527832
	Iteration 168Q: 3 clusters Score -1.324916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 98799 members 
Entering Unmasked Estep 
Score: -13249168.000000 Penalty: 3781.527832
	Iteration 169Q: 3 clusters Score -1.324917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -13249170.000000 Penalty: 3781.527832
	Iteration 170Q: 3 clusters Score -1.324917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -13249181.000000 Penalty: 3781.527832
	Iteration 171Q: 3 clusters Score -1.324918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 98861 members 
Entering Unmasked Estep 
Score: -13249199.000000 Penalty: 3781.527832
	Iteration 172Q: 3 clusters Score -1.32492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 98880 members 
Entering Unmasked Estep 
Score: -13249178.000000 Penalty: 3781.527832
	Iteration 173Q: 3 clusters Score -1.324918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 98902 members 
Entering Unmasked Estep 
Score: -13249187.000000 Penalty: 3781.527832
	Iteration 174Q: 3 clusters Score -1.324919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 98927 members 
Entering Unmasked Estep 
Score: -13249184.000000 Penalty: 3781.527832
	Iteration 175Q: 3 clusters Score -1.324918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 98954 members 
Entering Unmasked Estep 
Score: -13249185.000000 Penalty: 3781.527832
	Iteration 176Q: 3 clusters Score -1.324918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -13249174.000000 Penalty: 3781.527832
	Iteration 177Q: 3 clusters Score -1.324917e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -13249155.000000 Penalty: 3781.527832
	Iteration 178Q: 3 clusters Score -1.324916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -13249123.000000 Penalty: 3781.527832
	Iteration 179Q: 3 clusters Score -1.324912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -13249115.000000 Penalty: 3781.527832
	Iteration 180F: 3 clusters Score -1.324912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -13249125.000000 Penalty: 3781.527832
	Iteration 181Q: 3 clusters Score -1.324912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -13249125.000000 Penalty: 3781.527832
	Iteration 182Q: 3 clusters Score -1.324912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -13249114.000000 Penalty: 3781.527832
	Iteration 183Q: 3 clusters Score -1.324911e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -13249119.000000 Penalty: 3781.527832
	Iteration 184Q: 3 clusters Score -1.324912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -13249115.000000 Penalty: 3781.527832
	Iteration 185Q: 3 clusters Score -1.324912e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -13249092.000000 Penalty: 3781.527832
	Iteration 186Q: 3 clusters Score -1.324909e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -13249096.000000 Penalty: 3781.527832
	Iteration 187Q: 3 clusters Score -1.32491e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -13249074.000000 Penalty: 3781.527832
	Iteration 188Q: 3 clusters Score -1.324907e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 99358 members 
Entering Unmasked Estep 
Score: -13249065.000000 Penalty: 3781.527832
	Iteration 189Q: 3 clusters Score -1.324906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 99392 members 
Entering Unmasked Estep 
Score: -13249052.000000 Penalty: 3781.527832
	Iteration 190Q: 3 clusters Score -1.324905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 99430 members 
Entering Unmasked Estep 
Score: -13249050.000000 Penalty: 3781.527832
	Iteration 191Q: 3 clusters Score -1.324905e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 99465 members 
Entering Unmasked Estep 
Score: -13249040.000000 Penalty: 3781.527832
	Iteration 192Q: 3 clusters Score -1.324904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -13249055.000000 Penalty: 3781.527832
	Iteration 193Q: 3 clusters Score -1.324906e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 99528 members 
Entering Unmasked Estep 
Score: -13249045.000000 Penalty: 3781.527832
	Iteration 194Q: 3 clusters Score -1.324904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -13249068.000000 Penalty: 3781.527832
	Iteration 195Q: 3 clusters Score -1.324907e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 99592 members 
Entering Unmasked Estep 
Score: -13249070.000000 Penalty: 3781.527832
	Iteration 196Q: 3 clusters Score -1.324907e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -13249070.000000 Penalty: 3781.527832
	Iteration 197Q: 3 clusters Score -1.324907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 99668 members 
Entering Unmasked Estep 
Score: -13249055.000000 Penalty: 3781.527832
	Iteration 198Q: 3 clusters Score -1.324906e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -13249037.000000 Penalty: 3781.527832
	Iteration 199Q: 3 clusters Score -1.324904e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 99745 members 
Entering Unmasked Estep 
Score: -13249055.000000 Penalty: 3781.527832
	Iteration 200F: 3 clusters Score -1.324906e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -13249043.000000 Penalty: 3781.527832
	Iteration 201Q: 3 clusters Score -1.324904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -13249060.000000 Penalty: 3781.527832
	Iteration 202Q: 3 clusters Score -1.324906e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -13249055.000000 Penalty: 3781.527832
	Iteration 203Q: 3 clusters Score -1.324906e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -13249042.000000 Penalty: 3781.527832
	Iteration 204Q: 3 clusters Score -1.324904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -13249037.000000 Penalty: 3781.527832
	Iteration 205Q: 3 clusters Score -1.324904e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -13249035.000000 Penalty: 3781.527832
	Iteration 206Q: 3 clusters Score -1.324904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -13249016.000000 Penalty: 3781.527832
	Iteration 207Q: 3 clusters Score -1.324902e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -13249023.000000 Penalty: 3781.527832
	Iteration 208Q: 3 clusters Score -1.324902e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -13249010.000000 Penalty: 3781.527832
	Iteration 209Q: 3 clusters Score -1.324901e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 100050 members 
Entering Unmasked Estep 
Score: -13248997.000000 Penalty: 3781.527832
	Iteration 210Q: 3 clusters Score -1.3249e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 100078 members 
Entering Unmasked Estep 
Score: -13248996.000000 Penalty: 3781.527832
	Iteration 211Q: 3 clusters Score -1.3249e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -13248997.000000 Penalty: 3781.527832
	Iteration 212Q: 3 clusters Score -1.3249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -13248974.000000 Penalty: 3781.527832
	Iteration 213Q: 3 clusters Score -1.324897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 100143 members 
Entering Unmasked Estep 
Score: -13248982.000000 Penalty: 3781.527832
	Iteration 214Q: 3 clusters Score -1.324898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 100156 members 
Entering Unmasked Estep 
Score: -13248988.000000 Penalty: 3781.527832
	Iteration 215Q: 3 clusters Score -1.324899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 100168 members 
Entering Unmasked Estep 
Score: -13249000.000000 Penalty: 3781.527832
	Iteration 216Q: 3 clusters Score -1.3249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 100179 members 
Entering Unmasked Estep 
Score: -13248991.000000 Penalty: 3781.527832
	Iteration 217Q: 3 clusters Score -1.324899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -13248989.000000 Penalty: 3781.527832
	Iteration 218Q: 3 clusters Score -1.324899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 100210 members 
Entering Unmasked Estep 
Score: -13248984.000000 Penalty: 3781.527832
	Iteration 219Q: 3 clusters Score -1.324898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
Score: -13248963.000000 Penalty: 3781.527832
	Iteration 220F: 3 clusters Score -1.324896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 100245 members 
Entering Unmasked Estep 
Score: -13248957.000000 Penalty: 3781.527832
	Iteration 221Q: 3 clusters Score -1.324896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -13248967.000000 Penalty: 3781.527832
	Iteration 222Q: 3 clusters Score -1.324897e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -13248971.000000 Penalty: 3781.527832
	Iteration 223Q: 3 clusters Score -1.324897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 100328 members 
Entering Unmasked Estep 
Score: -13248974.000000 Penalty: 3781.527832
	Iteration 224Q: 3 clusters Score -1.324897e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 100356 members 
Entering Unmasked Estep 
Score: -13248950.000000 Penalty: 3781.527832
	Iteration 225Q: 3 clusters Score -1.324895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 100379 members 
Entering Unmasked Estep 
Score: -13248964.000000 Penalty: 3781.527832
	Iteration 226Q: 3 clusters Score -1.324896e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -13248966.000000 Penalty: 3781.527832
	Iteration 227Q: 3 clusters Score -1.324897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -13248972.000000 Penalty: 3781.527832
	Iteration 228Q: 3 clusters Score -1.324897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 100444 members 
Entering Unmasked Estep 
Score: -13248969.000000 Penalty: 3781.527832
	Iteration 229Q: 3 clusters Score -1.324897e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -13248963.000000 Penalty: 3781.527832
	Iteration 230Q: 3 clusters Score -1.324896e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
Score: -13248978.000000 Penalty: 3781.527832
	Iteration 231Q: 3 clusters Score -1.324898e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -13248971.000000 Penalty: 3781.527832
	Iteration 232Q: 3 clusters Score -1.324897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 100593 members 
Entering Unmasked Estep 
Score: -13248985.000000 Penalty: 3781.527832
	Iteration 233Q: 3 clusters Score -1.324898e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 100643 members 
Entering Unmasked Estep 
Score: -13248998.000000 Penalty: 3781.527832
	Iteration 234Q: 3 clusters Score -1.3249e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 100692 members 
Entering Unmasked Estep 
Score: -13248968.000000 Penalty: 3781.527832
	Iteration 235Q: 3 clusters Score -1.324897e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 100740 members 
Entering Unmasked Estep 
Score: -13248993.000000 Penalty: 3781.527832
	Iteration 236Q: 3 clusters Score -1.324899e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -13248970.000000 Penalty: 3781.527832
	Iteration 237Q: 3 clusters Score -1.324897e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -13248938.000000 Penalty: 3781.527832
	Iteration 238Q: 3 clusters Score -1.324894e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 100932 members 
Entering Unmasked Estep 
Score: -13248961.000000 Penalty: 3781.527832
	Iteration 239Q: 3 clusters Score -1.324896e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
Score: -13248964.000000 Penalty: 3781.527832
	Iteration 240F: 3 clusters Score -1.324896e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -13248945.000000 Penalty: 3781.527832
	Iteration 241Q: 3 clusters Score -1.324894e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 101148 members 
Entering Unmasked Estep 
Score: -13248972.000000 Penalty: 3781.527832
	Iteration 242Q: 3 clusters Score -1.324897e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 101228 members 
Entering Unmasked Estep 
Score: -13249006.000000 Penalty: 3781.527832
	Iteration 243Q: 3 clusters Score -1.324901e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -13249011.000000 Penalty: 3781.527832
	Iteration 244Q: 3 clusters Score -1.324901e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -13249032.000000 Penalty: 3781.527832
	Iteration 245Q: 3 clusters Score -1.324903e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -13249015.000000 Penalty: 3781.527832
	Iteration 246Q: 3 clusters Score -1.324902e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -13249034.000000 Penalty: 3781.527832
	Iteration 247Q: 3 clusters Score -1.324903e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 101629 members 
Entering Unmasked Estep 
Score: -13249034.000000 Penalty: 3781.527832
	Iteration 248Q: 3 clusters Score -1.324903e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 101761 members 
Entering Unmasked Estep 
Score: -13249029.000000 Penalty: 3781.527832
	Iteration 249Q: 3 clusters Score -1.324903e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 101878 members 
Entering Unmasked Estep 
Score: -13249028.000000 Penalty: 3781.527832
	Iteration 250Q: 3 clusters Score -1.324903e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 101985 members 
Entering Unmasked Estep 
Score: -13249038.000000 Penalty: 3781.527832
	Iteration 251Q: 3 clusters Score -1.324904e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -13249061.000000 Penalty: 3781.527832
	Iteration 252Q: 3 clusters Score -1.324906e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 102198 members 
Entering Unmasked Estep 
Score: -13249094.000000 Penalty: 3781.527832
	Iteration 253Q: 3 clusters Score -1.324909e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 102287 members 
Entering Unmasked Estep 
Score: -13249085.000000 Penalty: 3781.527832
	Iteration 254Q: 3 clusters Score -1.324908e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 102377 members 
Entering Unmasked Estep 
Score: -13249092.000000 Penalty: 3781.527832
	Iteration 255Q: 3 clusters Score -1.324909e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -13249084.000000 Penalty: 3781.527832
	Iteration 256Q: 3 clusters Score -1.324908e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -13249064.000000 Penalty: 3781.527832
	Iteration 257Q: 3 clusters Score -1.324906e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -13249061.000000 Penalty: 3781.527832
	Iteration 258Q: 3 clusters Score -1.324906e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 102711 members 
Entering Unmasked Estep 
Score: -13249062.000000 Penalty: 3781.527832
	Iteration 259Q: 3 clusters Score -1.324906e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 102809 members 
Entering Unmasked Estep 
Score: -13249061.000000 Penalty: 3781.527832
	Iteration 260F: 3 clusters Score -1.324906e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -13249061.000000 Penalty: 3781.527832
	Iteration 261Q: 3 clusters Score -1.324906e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 102980 members 
Entering Unmasked Estep 
Score: -13249043.000000 Penalty: 3781.527832
	Iteration 262Q: 3 clusters Score -1.324904e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -13249075.000000 Penalty: 3781.527832
	Iteration 263Q: 3 clusters Score -1.324908e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -13249053.000000 Penalty: 3781.527832
	Iteration 264Q: 3 clusters Score -1.324905e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -13249047.000000 Penalty: 3781.527832
	Iteration 265Q: 3 clusters Score -1.324905e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -13249063.000000 Penalty: 3781.527832
	Iteration 266Q: 3 clusters Score -1.324906e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 103499 members 
Entering Unmasked Estep 
Score: -13249070.000000 Penalty: 3781.527832
	Iteration 267Q: 3 clusters Score -1.324907e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 103599 members 
Entering Unmasked Estep 
Score: -13249083.000000 Penalty: 3781.527832
	Iteration 268Q: 3 clusters Score -1.324908e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 103701 members 
Entering Unmasked Estep 
Score: -13249091.000000 Penalty: 3781.527832
	Iteration 269Q: 3 clusters Score -1.324909e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 103807 members 
Entering Unmasked Estep 
Score: -13249119.000000 Penalty: 3781.527832
	Iteration 270Q: 3 clusters Score -1.324912e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 103914 members 
Entering Unmasked Estep 
Score: -13249086.000000 Penalty: 3781.527832
	Iteration 271Q: 3 clusters Score -1.324909e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -13249073.000000 Penalty: 3781.527832
	Iteration 272Q: 3 clusters Score -1.324907e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -13249083.000000 Penalty: 3781.527832
	Iteration 273Q: 3 clusters Score -1.324908e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -13249112.000000 Penalty: 3781.527832
	Iteration 274Q: 3 clusters Score -1.324911e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 104415 members 
Entering Unmasked Estep 
Score: -13249106.000000 Penalty: 3781.527832
	Iteration 275Q: 3 clusters Score -1.324911e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -13249110.000000 Penalty: 3781.527832
	Iteration 276Q: 3 clusters Score -1.324911e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -13249106.000000 Penalty: 3781.527832
	Iteration 277Q: 3 clusters Score -1.324911e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -13249075.000000 Penalty: 3781.527832
	Iteration 278Q: 3 clusters Score -1.324908e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -13249117.000000 Penalty: 3781.527832
	Iteration 279Q: 3 clusters Score -1.324912e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 105007 members 
Entering Unmasked Estep 
Score: -13249086.000000 Penalty: 3781.527832
	Iteration 280F: 3 clusters Score -1.324909e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 105153 members 
Entering Unmasked Estep 
Score: -13249102.000000 Penalty: 3781.527832
	Iteration 281Q: 3 clusters Score -1.32491e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -13249104.000000 Penalty: 3781.527832
	Iteration 282Q: 3 clusters Score -1.32491e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 105433 members 
Entering Unmasked Estep 
Score: -13249055.000000 Penalty: 3781.527832
	Iteration 283Q: 3 clusters Score -1.324906e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 105574 members 
Entering Unmasked Estep 
Score: -13249064.000000 Penalty: 3781.527832
	Iteration 284Q: 3 clusters Score -1.324906e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 105727 members 
Entering Unmasked Estep 
Score: -13249059.000000 Penalty: 3781.527832
	Iteration 285Q: 3 clusters Score -1.324906e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 105891 members 
Entering Unmasked Estep 
Score: -13249039.000000 Penalty: 3781.527832
	Iteration 286Q: 3 clusters Score -1.324904e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -13249019.000000 Penalty: 3781.527832
	Iteration 287Q: 3 clusters Score -1.324902e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -13248981.000000 Penalty: 3781.527832
	Iteration 288Q: 3 clusters Score -1.324898e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 106345 members 
Entering Unmasked Estep 
Score: -13248986.000000 Penalty: 3781.527832
	Iteration 289Q: 3 clusters Score -1.324899e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -13248974.000000 Penalty: 3781.527832
	Iteration 290Q: 3 clusters Score -1.324897e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 106674 members 
Entering Unmasked Estep 
Score: -13248954.000000 Penalty: 3781.527832
	Iteration 291Q: 3 clusters Score -1.324895e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -13248957.000000 Penalty: 3781.527832
	Iteration 292Q: 3 clusters Score -1.324896e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 107013 members 
Entering Unmasked Estep 
Score: -13248964.000000 Penalty: 3781.527832
	Iteration 293Q: 3 clusters Score -1.324896e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 107198 members 
Entering Unmasked Estep 
Score: -13248965.000000 Penalty: 3781.527832
	Iteration 294Q: 3 clusters Score -1.324896e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 107401 members 
Entering Unmasked Estep 
Score: -13248933.000000 Penalty: 3781.527832
	Iteration 295Q: 3 clusters Score -1.324893e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -13248931.000000 Penalty: 3781.527832
	Iteration 296Q: 3 clusters Score -1.324893e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 107851 members 
Entering Unmasked Estep 
Score: -13248968.000000 Penalty: 3781.527832
	Iteration 297Q: 3 clusters Score -1.324897e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 108064 members 
Entering Unmasked Estep 
Score: -13248936.000000 Penalty: 3781.527832
	Iteration 298Q: 3 clusters Score -1.324894e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -13248900.000000 Penalty: 3781.527832
	Iteration 299Q: 3 clusters Score -1.32489e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 108553 members 
Entering Unmasked Estep 
Score: -13248877.000000 Penalty: 3781.527832
	Iteration 300F: 3 clusters Score -1.324888e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 108789 members 
Entering Unmasked Estep 
Score: -13248907.000000 Penalty: 3781.527832
	Iteration 301Q: 3 clusters Score -1.324891e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 109014 members 
Entering Unmasked Estep 
Score: -13248935.000000 Penalty: 3781.527832
	Iteration 302Q: 3 clusters Score -1.324894e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 109245 members 
Entering Unmasked Estep 
Score: -13248945.000000 Penalty: 3781.527832
	Iteration 303Q: 3 clusters Score -1.324894e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 109477 members 
Entering Unmasked Estep 
Score: -13248917.000000 Penalty: 3781.527832
	Iteration 304Q: 3 clusters Score -1.324892e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -13248892.000000 Penalty: 3781.527832
	Iteration 305Q: 3 clusters Score -1.324889e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 109913 members 
Entering Unmasked Estep 
Score: -13248913.000000 Penalty: 3781.527832
	Iteration 306Q: 3 clusters Score -1.324891e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 110117 members 
Entering Unmasked Estep 
Score: -13248915.000000 Penalty: 3781.527832
	Iteration 307Q: 3 clusters Score -1.324892e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 110295 members 
Entering Unmasked Estep 
Score: -13248917.000000 Penalty: 3781.527832
	Iteration 308Q: 3 clusters Score -1.324892e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -13248929.000000 Penalty: 3781.527832
	Iteration 309Q: 3 clusters Score -1.324893e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -13248861.000000 Penalty: 3781.527832
	Iteration 310Q: 3 clusters Score -1.324886e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -13248860.000000 Penalty: 3781.527832
	Iteration 311Q: 3 clusters Score -1.324886e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -13248855.000000 Penalty: 3781.527832
	Iteration 312Q: 3 clusters Score -1.324886e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 110965 members 
Entering Unmasked Estep 
Score: -13248833.000000 Penalty: 3781.527832
	Iteration 313Q: 3 clusters Score -1.324883e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -13248813.000000 Penalty: 3781.527832
	Iteration 314Q: 3 clusters Score -1.324881e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -13248820.000000 Penalty: 3781.527832
	Iteration 315Q: 3 clusters Score -1.324882e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 111237 members 
Entering Unmasked Estep 
Score: -13248789.000000 Penalty: 3781.527832
	Iteration 316Q: 3 clusters Score -1.324879e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 111319 members 
Entering Unmasked Estep 
Score: -13248803.000000 Penalty: 3781.527832
	Iteration 317Q: 3 clusters Score -1.32488e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 111387 members 
Entering Unmasked Estep 
Score: -13248808.000000 Penalty: 3781.527832
	Iteration 318Q: 3 clusters Score -1.324881e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 111449 members 
Entering Unmasked Estep 
Score: -13248815.000000 Penalty: 3781.527832
	Iteration 319Q: 3 clusters Score -1.324882e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 111500 members 
Entering Unmasked Estep 
Score: -13248803.000000 Penalty: 3781.527832
	Iteration 320F: 3 clusters Score -1.32488e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 111549 members 
Entering Unmasked Estep 
Score: -13248785.000000 Penalty: 3781.527832
	Iteration 321Q: 3 clusters Score -1.324878e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 111600 members 
Entering Unmasked Estep 
Score: -13248787.000000 Penalty: 3781.527832
	Iteration 322Q: 3 clusters Score -1.324879e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 111649 members 
Entering Unmasked Estep 
Score: -13248758.000000 Penalty: 3781.527832
	Iteration 323Q: 3 clusters Score -1.324876e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 111692 members 
Entering Unmasked Estep 
Score: -13248750.000000 Penalty: 3781.527832
	Iteration 324Q: 3 clusters Score -1.324875e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 111730 members 
Entering Unmasked Estep 
Score: -13248728.000000 Penalty: 3781.527832
	Iteration 325Q: 3 clusters Score -1.324873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 111760 members 
Entering Unmasked Estep 
Score: -13248738.000000 Penalty: 3781.527832
	Iteration 326Q: 3 clusters Score -1.324874e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 111787 members 
Entering Unmasked Estep 
Score: -13248722.000000 Penalty: 3781.527832
	Iteration 327Q: 3 clusters Score -1.324872e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 111809 members 
Entering Unmasked Estep 
Score: -13248725.000000 Penalty: 3781.527832
	Iteration 328Q: 3 clusters Score -1.324872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 111822 members 
Entering Unmasked Estep 
Score: -13248717.000000 Penalty: 3781.527832
	Iteration 329Q: 3 clusters Score -1.324872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 111834 members 
Entering Unmasked Estep 
Score: -13248715.000000 Penalty: 3781.527832
	Iteration 330Q: 3 clusters Score -1.324872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 111845 members 
Entering Unmasked Estep 
Score: -13248724.000000 Penalty: 3781.527832
	Iteration 331Q: 3 clusters Score -1.324872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 111849 members 
Entering Unmasked Estep 
Score: -13248732.000000 Penalty: 3781.527832
	Iteration 332Q: 3 clusters Score -1.324873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 111863 members 
Entering Unmasked Estep 
Score: -13248730.000000 Penalty: 3781.527832
	Iteration 333Q: 3 clusters Score -1.324873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 111872 members 
Entering Unmasked Estep 
Score: -13248724.000000 Penalty: 3781.527832
	Iteration 334Q: 3 clusters Score -1.324872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 111877 members 
Entering Unmasked Estep 
Score: -13248727.000000 Penalty: 3781.527832
	Iteration 335Q: 3 clusters Score -1.324873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 111879 members 
Entering Unmasked Estep 
Score: -13248731.000000 Penalty: 3781.527832
	Iteration 336Q: 3 clusters Score -1.324873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 111882 members 
Entering Unmasked Estep 
Score: -13248720.000000 Penalty: 3781.527832
	Iteration 337Q: 3 clusters Score -1.324872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 111883 members 
Entering Unmasked Estep 
Score: -13248718.000000 Penalty: 3781.527832
	Iteration 338Q: 3 clusters Score -1.324872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 111887 members 
Entering Unmasked Estep 
Score: -13248723.000000 Penalty: 3781.527832
	Iteration 339Q: 3 clusters Score -1.324872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 111892 members 
Entering Unmasked Estep 
Score: -13248724.000000 Penalty: 3781.527832
	Iteration 340F: 3 clusters Score -1.324872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 111894 members 
Entering Unmasked Estep 
Score: -13248730.000000 Penalty: 3781.527832
	Iteration 341Q: 3 clusters Score -1.324873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 111895 members 
Entering Unmasked Estep 
Score: -13248729.000000 Penalty: 3781.527832
	Iteration 342Q: 3 clusters Score -1.324873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 111895 members 
Entering Unmasked Estep 
Score: -13248729.000000 Penalty: 3781.527832
	Iteration 343F: 3 clusters Score -1.324873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -16030.515625 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -16030.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15380.110352 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -15380.11 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15642.962891 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -15642.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15893.333984 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -15893.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16344.640625 Penalty: 1770.189575
	Iteration 3F: 3 clusters Score -16344.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16739.855469 Penalty: 1770.189575
	Iteration 4F: 3 clusters Score -16739.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17019.986328 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -17019.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17149.310547 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -17149.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17157.609375 Penalty: 1770.189575
	Iteration 7Q: 3 clusters Score -17157.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17164.587891 Penalty: 1770.189575
	Iteration 8Q: 3 clusters Score -17164.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17187.585938 Penalty: 1770.189575
	Iteration 9Q: 3 clusters Score -17187.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17187.585938 Penalty: 1770.189575
	Iteration 10F: 3 clusters Score -17187.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 13744 members 
Mstep: Class 3 contains 15447 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 114710 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 31310 members 
Mstep: Class 10 contains 12857 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94301 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26890 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 16 contains 13846 members 
Mstep: Class 17 contains 133428 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 113037 members 
Mstep: Class 22 contains 108 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 68911 members 
Mstep: Class 28 contains 4086 members 
Mstep: Class 29 contains 124 members 
Entering Unmasked Estep 
Score: -86204072.000000 Penalty: 63808.488281
Splitting cluster 22 changes total score from -86204416.000000 to -86204072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -389599.406250 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -389599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -386689.781250 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -386689.8 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -387364.875000 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -387364.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -387496.593750 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -387496.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -387592.750000 Penalty: 2634.617432
	Iteration 3F: 3 clusters Score -387592.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -387648.875000 Penalty: 2634.617432
	Iteration 4Q: 3 clusters Score -387648.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -387682.312500 Penalty: 2634.617432
	Iteration 5Q: 3 clusters Score -387682.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -387703.750000 Penalty: 2634.617432
	Iteration 6Q: 3 clusters Score -387703.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -387723.687500 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -387723.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -387736.531250 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -387736.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -387746.406250 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -387746.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -387756.500000 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -387756.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -387763.187500 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -387763.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -387768.406250 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -387768.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -387775.375000 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -387775.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -387780.875000 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -387780.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -387783.750000 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -387783.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -387789.437500 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -387789.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -387792.843750 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -387792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -387797.625000 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -387797.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -387799.468750 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -387799.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -387806.718750 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -387806.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -387814.125000 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -387814.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -387818.625000 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -387818.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -387824.656250 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -387824.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -387827.531250 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -387827.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -387830.906250 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -387830.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -387834.531250 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -387834.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -387837.750000 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -387837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -387839.000000 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -387839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -387840.968750 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -387841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -387843.625000 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -387843.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -387849.406250 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -387849.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -387862.468750 Penalty: 2634.617432
	Iteration 32Q: 3 clusters Score -387862.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -387871.843750 Penalty: 2634.617432
	Iteration 33Q: 3 clusters Score -387871.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -387880.593750 Penalty: 2634.617432
	Iteration 34Q: 3 clusters Score -387880.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -387887.843750 Penalty: 2634.617432
	Iteration 35Q: 3 clusters Score -387887.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -387894.187500 Penalty: 2634.617432
	Iteration 36Q: 3 clusters Score -387894.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -387903.218750 Penalty: 2634.617432
	Iteration 37Q: 3 clusters Score -387903.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -387908.343750 Penalty: 2634.617432
	Iteration 38Q: 3 clusters Score -387908.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -387916.812500 Penalty: 2634.617432
	Iteration 39Q: 3 clusters Score -387916.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -387925.156250 Penalty: 2634.617432
	Iteration 40F: 3 clusters Score -387925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -387938.000000 Penalty: 2634.617432
	Iteration 41Q: 3 clusters Score -387938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -387959.125000 Penalty: 2634.617432
	Iteration 42Q: 3 clusters Score -387959.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -387977.281250 Penalty: 2634.617432
	Iteration 43Q: 3 clusters Score -387977.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -387999.468750 Penalty: 2634.617432
	Iteration 44Q: 3 clusters Score -387999.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -388032.312500 Penalty: 2634.617432
	Iteration 45Q: 3 clusters Score -388032.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -388065.968750 Penalty: 2634.617432
	Iteration 46Q: 3 clusters Score -388066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -388089.625000 Penalty: 2634.617432
	Iteration 47Q: 3 clusters Score -388089.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -388115.093750 Penalty: 2634.617432
	Iteration 48Q: 3 clusters Score -388115.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -388137.156250 Penalty: 2634.617432
	Iteration 49Q: 3 clusters Score -388137.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -388162.562500 Penalty: 2634.617432
	Iteration 50Q: 3 clusters Score -388162.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -388194.906250 Penalty: 2634.617432
	Iteration 51Q: 3 clusters Score -388194.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -388222.062500 Penalty: 2634.617432
	Iteration 52Q: 3 clusters Score -388222.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -388242.562500 Penalty: 2634.617432
	Iteration 53Q: 3 clusters Score -388242.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -388255.250000 Penalty: 2634.617432
	Iteration 54Q: 3 clusters Score -388255.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -388265.187500 Penalty: 2634.617432
	Iteration 55Q: 3 clusters Score -388265.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -388272.906250 Penalty: 2634.617432
	Iteration 56Q: 3 clusters Score -388272.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -388282.000000 Penalty: 2634.617432
	Iteration 57Q: 3 clusters Score -388282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -388289.812500 Penalty: 2634.617432
	Iteration 58Q: 3 clusters Score -388289.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -388298.718750 Penalty: 2634.617432
	Iteration 59Q: 3 clusters Score -388298.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -388314.031250 Penalty: 2634.617432
	Iteration 60F: 3 clusters Score -388314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -388328.125000 Penalty: 2634.617432
	Iteration 61Q: 3 clusters Score -388328.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -388341.531250 Penalty: 2634.617432
	Iteration 62Q: 3 clusters Score -388341.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -388354.000000 Penalty: 2634.617432
	Iteration 63Q: 3 clusters Score -388354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -388362.875000 Penalty: 2634.617432
	Iteration 64Q: 3 clusters Score -388362.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -388369.781250 Penalty: 2634.617432
	Iteration 65Q: 3 clusters Score -388369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -388375.625000 Penalty: 2634.617432
	Iteration 66Q: 3 clusters Score -388375.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -388382.187500 Penalty: 2634.617432
	Iteration 67Q: 3 clusters Score -388382.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -388389.375000 Penalty: 2634.617432
	Iteration 68Q: 3 clusters Score -388389.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -388397.093750 Penalty: 2634.617432
	Iteration 69Q: 3 clusters Score -388397.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -388407.687500 Penalty: 2634.617432
	Iteration 70Q: 3 clusters Score -388407.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -388419.875000 Penalty: 2634.617432
	Iteration 71Q: 3 clusters Score -388419.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -388431.062500 Penalty: 2634.617432
	Iteration 72Q: 3 clusters Score -388431.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -388438.000000 Penalty: 2634.617432
	Iteration 73Q: 3 clusters Score -388438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -388445.281250 Penalty: 2634.617432
	Iteration 74Q: 3 clusters Score -388445.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -388451.593750 Penalty: 2634.617432
	Iteration 75Q: 3 clusters Score -388451.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -388458.718750 Penalty: 2634.617432
	Iteration 76Q: 3 clusters Score -388458.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -388467.093750 Penalty: 2634.617432
	Iteration 77Q: 3 clusters Score -388467.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -388471.843750 Penalty: 2634.617432
	Iteration 78Q: 3 clusters Score -388471.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -388475.968750 Penalty: 2634.617432
	Iteration 79Q: 3 clusters Score -388476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -388478.125000 Penalty: 2634.617432
	Iteration 80F: 3 clusters Score -388478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -388480.218750 Penalty: 2634.617432
	Iteration 81Q: 3 clusters Score -388480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -388480.937500 Penalty: 2634.617432
	Iteration 82Q: 3 clusters Score -388480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -388481.156250 Penalty: 2634.617432
	Iteration 83Q: 3 clusters Score -388481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -388481.281250 Penalty: 2634.617432
	Iteration 84Q: 3 clusters Score -388481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -388481.281250 Penalty: 2634.617432
	Iteration 85F: 3 clusters Score -388481.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Entering Unmasked Estep 
Score: -839434.812500 Penalty: 1453.192383
	Iteration 0F: 2 clusters Score -839434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -833793.937500 Penalty: 2906.384766
	Iteration 0F: 3 clusters Score -833793.9 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -835589.625000 Penalty: 2906.384766
	Iteration 1F: 3 clusters Score -835589.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -835802.437500 Penalty: 2906.384766
	Iteration 2F: 3 clusters Score -835802.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -835982.687500 Penalty: 2906.384766
	Iteration 3Q: 3 clusters Score -835982.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -836163.062500 Penalty: 2906.384766
	Iteration 4Q: 3 clusters Score -836163.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -836375.625000 Penalty: 2906.384766
	Iteration 5Q: 3 clusters Score -836375.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -836618.250000 Penalty: 2906.384766
	Iteration 6Q: 3 clusters Score -836618.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -836881.125000 Penalty: 2906.384766
	Iteration 7F: 3 clusters Score -836881.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -837174.000000 Penalty: 2906.384766
	Iteration 8F: 3 clusters Score -837174 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -837416.562500 Penalty: 2906.384766
	Iteration 9Q: 3 clusters Score -837416.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -837614.312500 Penalty: 2906.384766
	Iteration 10Q: 3 clusters Score -837614.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -837729.812500 Penalty: 2906.384766
	Iteration 11Q: 3 clusters Score -837729.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -837799.062500 Penalty: 2906.384766
	Iteration 12Q: 3 clusters Score -837799.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -837850.187500 Penalty: 2906.384766
	Iteration 13Q: 3 clusters Score -837850.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -837887.562500 Penalty: 2906.384766
	Iteration 14Q: 3 clusters Score -837887.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -837916.437500 Penalty: 2906.384766
	Iteration 15Q: 3 clusters Score -837916.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -837948.187500 Penalty: 2906.384766
	Iteration 16Q: 3 clusters Score -837948.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -837990.062500 Penalty: 2906.384766
	Iteration 17Q: 3 clusters Score -837990.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -838032.000000 Penalty: 2906.384766
	Iteration 18Q: 3 clusters Score -838032 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -838068.750000 Penalty: 2906.384766
	Iteration 19Q: 3 clusters Score -838068.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -838113.062500 Penalty: 2906.384766
	Iteration 20F: 3 clusters Score -838113.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -838158.437500 Penalty: 2906.384766
	Iteration 21Q: 3 clusters Score -838158.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -838197.750000 Penalty: 2906.384766
	Iteration 22Q: 3 clusters Score -838197.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -838226.125000 Penalty: 2906.384766
	Iteration 23Q: 3 clusters Score -838226.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -838254.187500 Penalty: 2906.384766
	Iteration 24Q: 3 clusters Score -838254.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -838271.375000 Penalty: 2906.384766
	Iteration 25Q: 3 clusters Score -838271.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -838279.500000 Penalty: 2906.384766
	Iteration 26Q: 3 clusters Score -838279.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -838286.625000 Penalty: 2906.384766
	Iteration 27Q: 3 clusters Score -838286.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -838295.125000 Penalty: 2906.384766
	Iteration 28Q: 3 clusters Score -838295.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -838305.687500 Penalty: 2906.384766
	Iteration 29Q: 3 clusters Score -838305.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -838315.750000 Penalty: 2906.384766
	Iteration 30Q: 3 clusters Score -838315.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -838320.375000 Penalty: 2906.384766
	Iteration 31Q: 3 clusters Score -838320.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -838324.062500 Penalty: 2906.384766
	Iteration 32Q: 3 clusters Score -838324.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -838327.750000 Penalty: 2906.384766
	Iteration 33Q: 3 clusters Score -838327.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -838332.000000 Penalty: 2906.384766
	Iteration 34Q: 3 clusters Score -838332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -838333.000000 Penalty: 2906.384766
	Iteration 35Q: 3 clusters Score -838333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -838335.625000 Penalty: 2906.384766
	Iteration 36Q: 3 clusters Score -838335.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -838338.000000 Penalty: 2906.384766
	Iteration 37Q: 3 clusters Score -838338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -838339.562500 Penalty: 2906.384766
	Iteration 38Q: 3 clusters Score -838339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -838338.500000 Penalty: 2906.384766
	Iteration 39Q: 3 clusters Score -838338.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -838340.187500 Penalty: 2906.384766
	Iteration 40F: 3 clusters Score -838340.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -838343.062500 Penalty: 2906.384766
	Iteration 41Q: 3 clusters Score -838343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -838342.875000 Penalty: 2906.384766
	Iteration 42Q: 3 clusters Score -838342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -838343.937500 Penalty: 2906.384766
	Iteration 43Q: 3 clusters Score -838343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -838343.375000 Penalty: 2906.384766
	Iteration 44Q: 3 clusters Score -838343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -838343.875000 Penalty: 2906.384766
	Iteration 45Q: 3 clusters Score -838343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -838343.250000 Penalty: 2906.384766
	Iteration 46Q: 3 clusters Score -838343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -838344.312500 Penalty: 2906.384766
	Iteration 47Q: 3 clusters Score -838344.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -838344.875000 Penalty: 2906.384766
	Iteration 48Q: 3 clusters Score -838344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -838345.437500 Penalty: 2906.384766
	Iteration 49Q: 3 clusters Score -838345.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -838345.437500 Penalty: 2906.384766
	Iteration 50F: 3 clusters Score -838345.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -285268.125000 Penalty: 1275.894897
	Iteration 0F: 2 clusters Score -285268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -282771.593750 Penalty: 2551.789795
	Iteration 0F: 3 clusters Score -282771.6 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -283355.125000 Penalty: 2551.789795
	Iteration 1F: 3 clusters Score -283355.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -283487.312500 Penalty: 2551.789795
	Iteration 2F: 3 clusters Score -283487.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -283569.468750 Penalty: 2551.789795
	Iteration 3F: 3 clusters Score -283569.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -283635.531250 Penalty: 2551.789795
	Iteration 4Q: 3 clusters Score -283635.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -283684.031250 Penalty: 2551.789795
	Iteration 5Q: 3 clusters Score -283684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -283725.968750 Penalty: 2551.789795
	Iteration 6Q: 3 clusters Score -283726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -283769.343750 Penalty: 2551.789795
	Iteration 7Q: 3 clusters Score -283769.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -283816.593750 Penalty: 2551.789795
	Iteration 8Q: 3 clusters Score -283816.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -283869.781250 Penalty: 2551.789795
	Iteration 9Q: 3 clusters Score -283869.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -283914.656250 Penalty: 2551.789795
	Iteration 10Q: 3 clusters Score -283914.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -283963.375000 Penalty: 2551.789795
	Iteration 11Q: 3 clusters Score -283963.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -284007.343750 Penalty: 2551.789795
	Iteration 12Q: 3 clusters Score -284007.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -284039.781250 Penalty: 2551.789795
	Iteration 13Q: 3 clusters Score -284039.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -284059.437500 Penalty: 2551.789795
	Iteration 14Q: 3 clusters Score -284059.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -284073.562500 Penalty: 2551.789795
	Iteration 15Q: 3 clusters Score -284073.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -284087.968750 Penalty: 2551.789795
	Iteration 16Q: 3 clusters Score -284088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -284097.468750 Penalty: 2551.789795
	Iteration 17Q: 3 clusters Score -284097.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -284101.250000 Penalty: 2551.789795
	Iteration 18Q: 3 clusters Score -284101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -284103.343750 Penalty: 2551.789795
	Iteration 19Q: 3 clusters Score -284103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -284103.781250 Penalty: 2551.789795
	Iteration 20F: 3 clusters Score -284103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -284104.968750 Penalty: 2551.789795
	Iteration 21Q: 3 clusters Score -284105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -284105.625000 Penalty: 2551.789795
	Iteration 22Q: 3 clusters Score -284105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -284106.156250 Penalty: 2551.789795
	Iteration 23Q: 3 clusters Score -284106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -284106.156250 Penalty: 2551.789795
	Iteration 24F: 3 clusters Score -284106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -530914.937500 Penalty: 1379.060669
	Iteration 0F: 2 clusters Score -530914.9 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 2444 members 
Entering Unmasked Estep 
Score: -527058.187500 Penalty: 2758.121338
	Iteration 0F: 3 clusters Score -527058.2 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -528070.125000 Penalty: 2758.121338
	Iteration 1F: 3 clusters Score -528070.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -528269.687500 Penalty: 2758.121338
	Iteration 2F: 3 clusters Score -528269.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -528453.937500 Penalty: 2758.121338
	Iteration 3F: 3 clusters Score -528453.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -528623.437500 Penalty: 2758.121338
	Iteration 4F: 3 clusters Score -528623.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -528771.187500 Penalty: 2758.121338
	Iteration 5Q: 3 clusters Score -528771.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -528902.062500 Penalty: 2758.121338
	Iteration 6Q: 3 clusters Score -528902.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -529019.250000 Penalty: 2758.121338
	Iteration 7Q: 3 clusters Score -529019.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -529130.062500 Penalty: 2758.121338
	Iteration 8Q: 3 clusters Score -529130.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -529219.125000 Penalty: 2758.121338
	Iteration 9Q: 3 clusters Score -529219.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -529302.625000 Penalty: 2758.121338
	Iteration 10Q: 3 clusters Score -529302.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -529397.062500 Penalty: 2758.121338
	Iteration 11Q: 3 clusters Score -529397.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -529480.875000 Penalty: 2758.121338
	Iteration 12Q: 3 clusters Score -529480.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -529545.250000 Penalty: 2758.121338
	Iteration 13Q: 3 clusters Score -529545.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -529621.750000 Penalty: 2758.121338
	Iteration 14Q: 3 clusters Score -529621.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -529688.000000 Penalty: 2758.121338
	Iteration 15Q: 3 clusters Score -529688 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -529749.562500 Penalty: 2758.121338
	Iteration 16Q: 3 clusters Score -529749.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -529800.187500 Penalty: 2758.121338
	Iteration 17Q: 3 clusters Score -529800.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -529850.750000 Penalty: 2758.121338
	Iteration 18Q: 3 clusters Score -529850.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -529889.937500 Penalty: 2758.121338
	Iteration 19Q: 3 clusters Score -529889.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -529917.687500 Penalty: 2758.121338
	Iteration 20F: 3 clusters Score -529917.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -529941.812500 Penalty: 2758.121338
	Iteration 21Q: 3 clusters Score -529941.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -529963.812500 Penalty: 2758.121338
	Iteration 22Q: 3 clusters Score -529963.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -529980.625000 Penalty: 2758.121338
	Iteration 23Q: 3 clusters Score -529980.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -529996.125000 Penalty: 2758.121338
	Iteration 24Q: 3 clusters Score -529996.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -530014.875000 Penalty: 2758.121338
	Iteration 25Q: 3 clusters Score -530014.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -530029.687500 Penalty: 2758.121338
	Iteration 26Q: 3 clusters Score -530029.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -530041.437500 Penalty: 2758.121338
	Iteration 27Q: 3 clusters Score -530041.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -530050.437500 Penalty: 2758.121338
	Iteration 28Q: 3 clusters Score -530050.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -530059.625000 Penalty: 2758.121338
	Iteration 29Q: 3 clusters Score -530059.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -530066.312500 Penalty: 2758.121338
	Iteration 30Q: 3 clusters Score -530066.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -530071.375000 Penalty: 2758.121338
	Iteration 31Q: 3 clusters Score -530071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -530074.125000 Penalty: 2758.121338
	Iteration 32Q: 3 clusters Score -530074.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -530075.312500 Penalty: 2758.121338
	Iteration 33Q: 3 clusters Score -530075.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -530075.937500 Penalty: 2758.121338
	Iteration 34Q: 3 clusters Score -530075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -530077.125000 Penalty: 2758.121338
	Iteration 35Q: 3 clusters Score -530077.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -530079.312500 Penalty: 2758.121338
	Iteration 36Q: 3 clusters Score -530079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -530081.062500 Penalty: 2758.121338
	Iteration 37Q: 3 clusters Score -530081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -530083.687500 Penalty: 2758.121338
	Iteration 38Q: 3 clusters Score -530083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -530087.000000 Penalty: 2758.121338
	Iteration 39Q: 3 clusters Score -530087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -530088.437500 Penalty: 2758.121338
	Iteration 40F: 3 clusters Score -530088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (68911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68911 members 
Entering Unmasked Estep 
Score: -7990626.500000 Penalty: 1810.342773
	Iteration 0F: 2 clusters Score -7990626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -7944419.500000 Penalty: 3620.685547
	Iteration 0F: 3 clusters Score -7944420 nChanged 32987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -7963582.000000 Penalty: 3620.685547
	Iteration 1F: 3 clusters Score -7963582 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -7964526.000000 Penalty: 3620.685547
	Iteration 2Q: 3 clusters Score -7964526 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -7966216.000000 Penalty: 3620.685547
	Iteration 3F: 3 clusters Score -7966216 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -7969284.000000 Penalty: 3620.685547
	Iteration 4F: 3 clusters Score -7969284 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -7974381.000000 Penalty: 3620.685547
	Iteration 5F: 3 clusters Score -7974381 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -7980541.500000 Penalty: 3620.685547
	Iteration 6F: 3 clusters Score -7980542 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -7985061.000000 Penalty: 3620.685547
	Iteration 7F: 3 clusters Score -7985061 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7987512.000000 Penalty: 3620.685547
	Iteration 8Q: 3 clusters Score -7987512 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7988454.500000 Penalty: 3620.685547
	Iteration 9Q: 3 clusters Score -7988454 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7988871.000000 Penalty: 3620.685547
	Iteration 10Q: 3 clusters Score -7988871 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7989069.500000 Penalty: 3620.685547
	Iteration 11Q: 3 clusters Score -7989070 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7989189.000000 Penalty: 3620.685547
	Iteration 12Q: 3 clusters Score -7989189 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7989242.500000 Penalty: 3620.685547
	Iteration 13Q: 3 clusters Score -7989242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7989268.500000 Penalty: 3620.685547
	Iteration 14Q: 3 clusters Score -7989268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7989294.500000 Penalty: 3620.685547
	Iteration 15Q: 3 clusters Score -7989294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7989305.000000 Penalty: 3620.685547
	Iteration 16Q: 3 clusters Score -7989305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7989317.500000 Penalty: 3620.685547
	Iteration 17Q: 3 clusters Score -7989318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7989315.000000 Penalty: 3620.685547
	Iteration 18Q: 3 clusters Score -7989315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7989321.000000 Penalty: 3620.685547
	Iteration 19Q: 3 clusters Score -7989321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7989326.000000 Penalty: 3620.685547
	Iteration 20F: 3 clusters Score -7989326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68210 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7989331.500000 Penalty: 3620.685547
	Iteration 21Q: 3 clusters Score -7989332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7989323.000000 Penalty: 3620.685547
	Iteration 22Q: 3 clusters Score -7989323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7989330.500000 Penalty: 3620.685547
	Iteration 23Q: 3 clusters Score -7989330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7989330.000000 Penalty: 3620.685547
	Iteration 24Q: 3 clusters Score -7989330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68229 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7989328.000000 Penalty: 3620.685547
	Iteration 25Q: 3 clusters Score -7989328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7989329.000000 Penalty: 3620.685547
	Iteration 26Q: 3 clusters Score -7989329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7989329.000000 Penalty: 3620.685547
	Iteration 27F: 3 clusters Score -7989329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Entering Unmasked Estep 
Score: -470134.531250 Penalty: 1351.239868
	Iteration 0F: 2 clusters Score -470134.5 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 1980 members 
Entering Unmasked Estep 
Score: -466738.500000 Penalty: 2702.479736
	Iteration 0F: 3 clusters Score -466738.5 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -467603.281250 Penalty: 2702.479736
	Iteration 1F: 3 clusters Score -467603.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -467752.656250 Penalty: 2702.479736
	Iteration 2F: 3 clusters Score -467752.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -467863.531250 Penalty: 2702.479736
	Iteration 3F: 3 clusters Score -467863.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -467940.531250 Penalty: 2702.479736
	Iteration 4Q: 3 clusters Score -467940.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -467991.312500 Penalty: 2702.479736
	Iteration 5Q: 3 clusters Score -467991.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -468030.500000 Penalty: 2702.479736
	Iteration 6Q: 3 clusters Score -468030.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -468067.125000 Penalty: 2702.479736
	Iteration 7Q: 3 clusters Score -468067.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -468101.250000 Penalty: 2702.479736
	Iteration 8Q: 3 clusters Score -468101.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -468130.500000 Penalty: 2702.479736
	Iteration 9Q: 3 clusters Score -468130.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -468153.093750 Penalty: 2702.479736
	Iteration 10Q: 3 clusters Score -468153.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -468177.562500 Penalty: 2702.479736
	Iteration 11Q: 3 clusters Score -468177.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -468203.718750 Penalty: 2702.479736
	Iteration 12Q: 3 clusters Score -468203.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -468240.156250 Penalty: 2702.479736
	Iteration 13Q: 3 clusters Score -468240.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -468286.093750 Penalty: 2702.479736
	Iteration 14Q: 3 clusters Score -468286.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -468344.718750 Penalty: 2702.479736
	Iteration 15Q: 3 clusters Score -468344.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -468427.625000 Penalty: 2702.479736
	Iteration 16Q: 3 clusters Score -468427.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -468516.968750 Penalty: 2702.479736
	Iteration 17Q: 3 clusters Score -468517 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -468610.125000 Penalty: 2702.479736
	Iteration 18Q: 3 clusters Score -468610.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -468697.218750 Penalty: 2702.479736
	Iteration 19Q: 3 clusters Score -468697.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -468765.187500 Penalty: 2702.479736
	Iteration 20F: 3 clusters Score -468765.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -468811.937500 Penalty: 2702.479736
	Iteration 21Q: 3 clusters Score -468811.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -468844.031250 Penalty: 2702.479736
	Iteration 22Q: 3 clusters Score -468844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -468871.562500 Penalty: 2702.479736
	Iteration 23Q: 3 clusters Score -468871.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -468885.812500 Penalty: 2702.479736
	Iteration 24Q: 3 clusters Score -468885.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -468892.625000 Penalty: 2702.479736
	Iteration 25Q: 3 clusters Score -468892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -468895.812500 Penalty: 2702.479736
	Iteration 26Q: 3 clusters Score -468895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -468900.687500 Penalty: 2702.479736
	Iteration 27Q: 3 clusters Score -468900.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -468907.781250 Penalty: 2702.479736
	Iteration 28Q: 3 clusters Score -468907.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -468917.500000 Penalty: 2702.479736
	Iteration 29Q: 3 clusters Score -468917.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -468922.531250 Penalty: 2702.479736
	Iteration 30Q: 3 clusters Score -468922.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -468927.531250 Penalty: 2702.479736
	Iteration 31Q: 3 clusters Score -468927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -468933.875000 Penalty: 2702.479736
	Iteration 32Q: 3 clusters Score -468933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -468938.000000 Penalty: 2702.479736
	Iteration 33Q: 3 clusters Score -468938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -468945.406250 Penalty: 2702.479736
	Iteration 34Q: 3 clusters Score -468945.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -468952.500000 Penalty: 2702.479736
	Iteration 35Q: 3 clusters Score -468952.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -468955.781250 Penalty: 2702.479736
	Iteration 36Q: 3 clusters Score -468955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -468962.062500 Penalty: 2702.479736
	Iteration 37Q: 3 clusters Score -468962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -468964.781250 Penalty: 2702.479736
	Iteration 38Q: 3 clusters Score -468964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -468966.781250 Penalty: 2702.479736
	Iteration 39Q: 3 clusters Score -468966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -468968.156250 Penalty: 2702.479736
	Iteration 40F: 3 clusters Score -468968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -468970.156250 Penalty: 2702.479736
	Iteration 41Q: 3 clusters Score -468970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -468970.687500 Penalty: 2702.479736
	Iteration 42Q: 3 clusters Score -468970.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -468972.187500 Penalty: 2702.479736
	Iteration 43Q: 3 clusters Score -468972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -468975.125000 Penalty: 2702.479736
	Iteration 44Q: 3 clusters Score -468975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -468976.656250 Penalty: 2702.479736
	Iteration 45Q: 3 clusters Score -468976.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -468978.968750 Penalty: 2702.479736
	Iteration 46Q: 3 clusters Score -468979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -468979.656250 Penalty: 2702.479736
	Iteration 47Q: 3 clusters Score -468979.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -468982.093750 Penalty: 2702.479736
	Iteration 48Q: 3 clusters Score -468982.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -468989.000000 Penalty: 2702.479736
	Iteration 49Q: 3 clusters Score -468989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -468993.000000 Penalty: 2702.479736
	Iteration 50Q: 3 clusters Score -468993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -468996.218750 Penalty: 2702.479736
	Iteration 51Q: 3 clusters Score -468996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -469000.031250 Penalty: 2702.479736
	Iteration 52Q: 3 clusters Score -469000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -469008.437500 Penalty: 2702.479736
	Iteration 53Q: 3 clusters Score -469008.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -469015.625000 Penalty: 2702.479736
	Iteration 54Q: 3 clusters Score -469015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -469019.656250 Penalty: 2702.479736
	Iteration 55Q: 3 clusters Score -469019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -469021.812500 Penalty: 2702.479736
	Iteration 56Q: 3 clusters Score -469021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -469024.343750 Penalty: 2702.479736
	Iteration 57Q: 3 clusters Score -469024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -469027.125000 Penalty: 2702.479736
	Iteration 58Q: 3 clusters Score -469027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -469027.468750 Penalty: 2702.479736
	Iteration 59Q: 3 clusters Score -469027.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -469027.843750 Penalty: 2702.479736
	Iteration 60F: 3 clusters Score -469027.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -469030.281250 Penalty: 2702.479736
	Iteration 61Q: 3 clusters Score -469030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -469031.812500 Penalty: 2702.479736
	Iteration 62Q: 3 clusters Score -469031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -469032.562500 Penalty: 2702.479736
	Iteration 63Q: 3 clusters Score -469032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -469033.562500 Penalty: 2702.479736
	Iteration 64Q: 3 clusters Score -469033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -469033.562500 Penalty: 2702.479736
	Iteration 65F: 3 clusters Score -469033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 13744 members 
Mstep: Class 3 contains 15447 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 114710 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 31310 members 
Mstep: Class 10 contains 12857 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94301 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26890 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 16 contains 13846 members 
Mstep: Class 17 contains 133428 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 113037 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 68911 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204224.000000 Penalty: 61608.199219
Iteration 439Q: 29 clusters Score -8.620422e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 13739 members 
Mstep: Class 3 contains 15446 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 114742 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 31093 members 
Mstep: Class 10 contains 12852 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94426 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26891 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 13841 members 
Mstep: Class 17 contains 133440 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3401 members 
Mstep: Class 21 contains 113058 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3328 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 68932 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204032.000000 Penalty: 61608.199219
Iteration 440F: 29 clusters Score -8.620403e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 13733 members 
Mstep: Class 3 contains 15446 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 114764 members 
Mstep: Class 7 contains 4036 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 30881 members 
Mstep: Class 10 contains 12852 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94512 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26890 members 
Mstep: Class 15 contains 12726 members 
Mstep: Class 16 contains 13839 members 
Mstep: Class 17 contains 133465 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3400 members 
Mstep: Class 21 contains 113096 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3339 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 68960 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203984.000000 Penalty: 61608.199219
Iteration 441Q: 29 clusters Score -8.620398e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 13723 members 
Mstep: Class 3 contains 15447 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 114795 members 
Mstep: Class 7 contains 4037 members 
Mstep: Class 8 contains 1694 members 
Mstep: Class 9 contains 30644 members 
Mstep: Class 10 contains 12855 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94597 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26889 members 
Mstep: Class 15 contains 12725 members 
Mstep: Class 16 contains 13839 members 
Mstep: Class 17 contains 133495 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3401 members 
Mstep: Class 21 contains 113163 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3351 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 68978 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203784.000000 Penalty: 61608.199219
Iteration 442Q: 29 clusters Score -8.620378e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 13717 members 
Mstep: Class 3 contains 15448 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 114854 members 
Mstep: Class 7 contains 4037 members 
Mstep: Class 8 contains 1694 members 
Mstep: Class 9 contains 30414 members 
Mstep: Class 10 contains 12857 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94662 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26888 members 
Mstep: Class 15 contains 12720 members 
Mstep: Class 16 contains 13844 members 
Mstep: Class 17 contains 133514 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3401 members 
Mstep: Class 21 contains 113227 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3357 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4848 members 
Mstep: Class 27 contains 68990 members 
Mstep: Class 28 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203720.000000 Penalty: 61608.199219
Iteration 443Q: 29 clusters Score -8.620372e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 13716 members 
Mstep: Class 3 contains 15446 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 114917 members 
Mstep: Class 7 contains 4040 members 
Mstep: Class 8 contains 1694 members 
Mstep: Class 9 contains 30181 members 
Mstep: Class 10 contains 12859 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94713 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26886 members 
Mstep: Class 15 contains 12716 members 
Mstep: Class 16 contains 13838 members 
Mstep: Class 17 contains 133531 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 113318 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3362 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 68991 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203816.000000 Penalty: 61608.199219
Iteration 444Q: 29 clusters Score -8.620382e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 13714 members 
Mstep: Class 3 contains 15446 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 114947 members 
Mstep: Class 7 contains 4041 members 
Mstep: Class 8 contains 1694 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12862 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94782 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 12710 members 
Mstep: Class 16 contains 13835 members 
Mstep: Class 17 contains 133550 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3412 members 
Mstep: Class 21 contains 113374 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 68992 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203696.000000 Penalty: 61608.199219
Iteration 445Q: 29 clusters Score -8.62037e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 15446 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 114999 members 
Mstep: Class 7 contains 4042 members 
Mstep: Class 8 contains 1694 members 
Mstep: Class 9 contains 29778 members 
Mstep: Class 10 contains 12859 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94841 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 12703 members 
Mstep: Class 16 contains 13828 members 
Mstep: Class 17 contains 133563 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3414 members 
Mstep: Class 21 contains 113450 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3374 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 68999 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203672.000000 Penalty: 61608.199219
Iteration 446Q: 29 clusters Score -8.620367e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 15449 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 115072 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 1694 members 
Mstep: Class 9 contains 29576 members 
Mstep: Class 10 contains 12853 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94896 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 12699 members 
Mstep: Class 16 contains 13824 members 
Mstep: Class 17 contains 133575 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3410 members 
Mstep: Class 21 contains 113496 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3380 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 4853 members 
Mstep: Class 27 contains 69008 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203368.000000 Penalty: 61608.199219
Iteration 447Q: 29 clusters Score -8.620337e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 13710 members 
Mstep: Class 3 contains 15450 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 115103 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 29368 members 
Mstep: Class 10 contains 12851 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94957 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 12688 members 
Mstep: Class 16 contains 13833 members 
Mstep: Class 17 contains 133594 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3408 members 
Mstep: Class 21 contains 113564 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3385 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 69011 members 
Mstep: Class 28 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203136.000000 Penalty: 61608.199219
Iteration 448Q: 29 clusters Score -8.620314e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 13708 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 115181 members 
Mstep: Class 7 contains 4042 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 29153 members 
Mstep: Class 10 contains 12850 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 94985 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 12677 members 
Mstep: Class 16 contains 13839 members 
Mstep: Class 17 contains 133611 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3408 members 
Mstep: Class 21 contains 113632 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3387 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 4861 members 
Mstep: Class 27 contains 69019 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202880.000000 Penalty: 61608.199219
Iteration 449Q: 29 clusters Score -8.620288e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 13707 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 115248 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 28910 members 
Mstep: Class 10 contains 12850 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95020 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 12669 members 
Mstep: Class 16 contains 13853 members 
Mstep: Class 17 contains 133623 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3413 members 
Mstep: Class 21 contains 113725 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3392 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 4865 members 
Mstep: Class 27 contains 69024 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202688.000000 Penalty: 61608.199219
Iteration 450Q: 29 clusters Score -8.620269e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 13707 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 115372 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 1690 members 
Mstep: Class 9 contains 28652 members 
Mstep: Class 10 contains 12847 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95055 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 12663 members 
Mstep: Class 16 contains 13863 members 
Mstep: Class 17 contains 133623 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 113802 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3394 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 69027 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202704.000000 Penalty: 61608.199219
Iteration 451Q: 29 clusters Score -8.62027e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 115494 members 
Mstep: Class 7 contains 4052 members 
Mstep: Class 8 contains 1689 members 
Mstep: Class 9 contains 28403 members 
Mstep: Class 10 contains 12847 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95081 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 12659 members 
Mstep: Class 16 contains 13872 members 
Mstep: Class 17 contains 133617 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3415 members 
Mstep: Class 21 contains 113859 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3396 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 4879 members 
Mstep: Class 27 contains 69034 members 
Mstep: Class 28 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202576.000000 Penalty: 61608.199219
Iteration 452Q: 29 clusters Score -8.620258e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 13703 members 
Mstep: Class 3 contains 15459 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 115594 members 
Mstep: Class 7 contains 4056 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 28142 members 
Mstep: Class 10 contains 12848 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95133 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26886 members 
Mstep: Class 15 contains 12652 members 
Mstep: Class 16 contains 13874 members 
Mstep: Class 17 contains 133619 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 113942 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 4875 members 
Mstep: Class 27 contains 69031 members 
Mstep: Class 28 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202272.000000 Penalty: 61608.199219
Iteration 453Q: 29 clusters Score -8.620227e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67029 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 15462 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 115736 members 
Mstep: Class 7 contains 4059 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 27866 members 
Mstep: Class 10 contains 12847 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95174 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26886 members 
Mstep: Class 15 contains 12648 members 
Mstep: Class 16 contains 13882 members 
Mstep: Class 17 contains 133630 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 113993 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3408 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4877 members 
Mstep: Class 27 contains 69025 members 
Mstep: Class 28 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202352.000000 Penalty: 61608.199219
Iteration 454Q: 29 clusters Score -8.620235e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 13706 members 
Mstep: Class 3 contains 15464 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 115869 members 
Mstep: Class 7 contains 4061 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 27583 members 
Mstep: Class 10 contains 12844 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95197 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26887 members 
Mstep: Class 15 contains 12642 members 
Mstep: Class 16 contains 13894 members 
Mstep: Class 17 contains 133649 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 114070 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3415 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4876 members 
Mstep: Class 27 contains 69020 members 
Mstep: Class 28 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202160.000000 Penalty: 61608.199219
Iteration 455Q: 29 clusters Score -8.620216e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 13707 members 
Mstep: Class 3 contains 15465 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 115988 members 
Mstep: Class 7 contains 4063 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 27291 members 
Mstep: Class 10 contains 12842 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95245 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26887 members 
Mstep: Class 15 contains 12635 members 
Mstep: Class 16 contains 13901 members 
Mstep: Class 17 contains 133649 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 114163 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3421 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4880 members 
Mstep: Class 27 contains 69022 members 
Mstep: Class 28 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201992.000000 Penalty: 61608.199219
Iteration 456Q: 29 clusters Score -8.620199e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 13706 members 
Mstep: Class 3 contains 15468 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 6 contains 116073 members 
Mstep: Class 7 contains 4064 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 27003 members 
Mstep: Class 10 contains 12838 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95308 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 12626 members 
Mstep: Class 16 contains 13901 members 
Mstep: Class 17 contains 133660 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 114270 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3428 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4885 members 
Mstep: Class 27 contains 69031 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201896.000000 Penalty: 61608.199219
Iteration 457Q: 29 clusters Score -8.62019e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 15471 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 116142 members 
Mstep: Class 7 contains 4065 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 26714 members 
Mstep: Class 10 contains 12834 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95379 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26886 members 
Mstep: Class 15 contains 12619 members 
Mstep: Class 16 contains 13908 members 
Mstep: Class 17 contains 133675 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 114379 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 4883 members 
Mstep: Class 27 contains 69042 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201976.000000 Penalty: 61608.199219
Iteration 458Q: 29 clusters Score -8.620198e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 116227 members 
Mstep: Class 7 contains 4066 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 26438 members 
Mstep: Class 10 contains 12829 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95453 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26887 members 
Mstep: Class 15 contains 12608 members 
Mstep: Class 16 contains 13907 members 
Mstep: Class 17 contains 133685 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 114469 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3442 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4886 members 
Mstep: Class 27 contains 69044 members 
Mstep: Class 28 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201936.000000 Penalty: 61608.199219
Iteration 459Q: 29 clusters Score -8.620194e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 116298 members 
Mstep: Class 7 contains 4067 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 26180 members 
Mstep: Class 10 contains 12825 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95543 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26887 members 
Mstep: Class 15 contains 12591 members 
Mstep: Class 16 contains 13921 members 
Mstep: Class 17 contains 133698 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 114525 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3453 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4886 members 
Mstep: Class 27 contains 69051 members 
Mstep: Class 28 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201864.000000 Penalty: 61608.199219
Iteration 460F: 29 clusters Score -8.620186e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 116372 members 
Mstep: Class 7 contains 4071 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 25922 members 
Mstep: Class 10 contains 12824 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95622 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26887 members 
Mstep: Class 15 contains 12577 members 
Mstep: Class 16 contains 13939 members 
Mstep: Class 17 contains 133714 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3429 members 
Mstep: Class 21 contains 114583 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3457 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 4886 members 
Mstep: Class 27 contains 69057 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201792.000000 Penalty: 61608.199219
Iteration 461Q: 29 clusters Score -8.620179e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 13703 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 116481 members 
Mstep: Class 7 contains 4073 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 25668 members 
Mstep: Class 10 contains 12822 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95705 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26888 members 
Mstep: Class 15 contains 12567 members 
Mstep: Class 16 contains 13957 members 
Mstep: Class 17 contains 133724 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 114609 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3461 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 69057 members 
Mstep: Class 28 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201800.000000 Penalty: 61608.199219
Iteration 462Q: 29 clusters Score -8.62018e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 13702 members 
Mstep: Class 3 contains 15478 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 116582 members 
Mstep: Class 7 contains 4074 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 25429 members 
Mstep: Class 10 contains 12821 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95793 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26890 members 
Mstep: Class 15 contains 12549 members 
Mstep: Class 16 contains 13967 members 
Mstep: Class 17 contains 133736 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3437 members 
Mstep: Class 21 contains 114625 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3469 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 4897 members 
Mstep: Class 27 contains 69055 members 
Mstep: Class 28 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201784.000000 Penalty: 61608.199219
Iteration 463Q: 29 clusters Score -8.620178e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 116705 members 
Mstep: Class 7 contains 4077 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 25165 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95878 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26892 members 
Mstep: Class 15 contains 12533 members 
Mstep: Class 16 contains 13976 members 
Mstep: Class 17 contains 133752 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 114655 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3478 members 
Mstep: Class 24 contains 7652 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4896 members 
Mstep: Class 27 contains 69055 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201392.000000 Penalty: 61608.199219
Iteration 464Q: 29 clusters Score -8.620139e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 13705 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 116835 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 24890 members 
Mstep: Class 10 contains 12827 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 95981 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26892 members 
Mstep: Class 15 contains 12524 members 
Mstep: Class 16 contains 13985 members 
Mstep: Class 17 contains 133767 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 114667 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3482 members 
Mstep: Class 24 contains 7651 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4899 members 
Mstep: Class 27 contains 69057 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201216.000000 Penalty: 61608.199219
Iteration 465Q: 29 clusters Score -8.620122e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 116958 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 24590 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96055 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26894 members 
Mstep: Class 15 contains 12519 members 
Mstep: Class 16 contains 13992 members 
Mstep: Class 17 contains 133781 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 114743 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3492 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4906 members 
Mstep: Class 27 contains 69060 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201120.000000 Penalty: 61608.199219
Iteration 466Q: 29 clusters Score -8.620112e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 13702 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 117067 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 24280 members 
Mstep: Class 10 contains 12819 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96149 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26894 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 14005 members 
Mstep: Class 17 contains 133794 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 114814 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3502 members 
Mstep: Class 24 contains 7650 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 69066 members 
Mstep: Class 28 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200952.000000 Penalty: 61608.199219
Iteration 467Q: 29 clusters Score -8.620095e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 13703 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 117179 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 23958 members 
Mstep: Class 10 contains 12817 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96263 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26902 members 
Mstep: Class 15 contains 12509 members 
Mstep: Class 16 contains 14018 members 
Mstep: Class 17 contains 133790 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 114889 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3508 members 
Mstep: Class 24 contains 7649 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 4911 members 
Mstep: Class 27 contains 69070 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200728.000000 Penalty: 61608.199219
Iteration 468Q: 29 clusters Score -8.620073e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 13702 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 117324 members 
Mstep: Class 7 contains 4087 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 23644 members 
Mstep: Class 10 contains 12813 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 96371 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26903 members 
Mstep: Class 15 contains 12500 members 
Mstep: Class 16 contains 14033 members 
Mstep: Class 17 contains 133782 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 114945 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3506 members 
Mstep: Class 24 contains 7649 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 4916 members 
Mstep: Class 27 contains 69077 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200568.000000 Penalty: 61608.199219
Iteration 469Q: 29 clusters Score -8.620057e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 13699 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 117409 members 
Mstep: Class 7 contains 4091 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 23334 members 
Mstep: Class 10 contains 12810 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 96477 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26904 members 
Mstep: Class 15 contains 12499 members 
Mstep: Class 16 contains 14042 members 
Mstep: Class 17 contains 133796 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3437 members 
Mstep: Class 21 contains 115011 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3511 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 69088 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200432.000000 Penalty: 61608.199219
Iteration 470Q: 29 clusters Score -8.620043e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 13699 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3673 members 
Mstep: Class 6 contains 117495 members 
Mstep: Class 7 contains 4092 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 10 contains 12806 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 96585 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26904 members 
Mstep: Class 15 contains 12489 members 
Mstep: Class 16 contains 14064 members 
Mstep: Class 17 contains 133808 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 115057 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3509 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 69100 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200376.000000 Penalty: 61608.199219
Iteration 471Q: 29 clusters Score -8.620038e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 13702 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 117568 members 
Mstep: Class 7 contains 4092 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 22749 members 
Mstep: Class 10 contains 12797 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 96714 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26905 members 
Mstep: Class 15 contains 12485 members 
Mstep: Class 16 contains 14083 members 
Mstep: Class 17 contains 133825 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 115099 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3514 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 4935 members 
Mstep: Class 27 contains 69120 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200280.000000 Penalty: 61608.199219
Iteration 472Q: 29 clusters Score -8.620028e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 13701 members 
Mstep: Class 3 contains 15484 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 117670 members 
Mstep: Class 7 contains 4093 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 22476 members 
Mstep: Class 10 contains 12790 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 96819 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26906 members 
Mstep: Class 15 contains 12480 members 
Mstep: Class 16 contains 14101 members 
Mstep: Class 17 contains 133844 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 115124 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3516 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 69122 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200376.000000 Penalty: 61608.199219
Iteration 473Q: 29 clusters Score -8.620038e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 13701 members 
Mstep: Class 3 contains 15486 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 117740 members 
Mstep: Class 7 contains 4098 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 22209 members 
Mstep: Class 10 contains 12780 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 96927 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26906 members 
Mstep: Class 15 contains 12473 members 
Mstep: Class 16 contains 14115 members 
Mstep: Class 17 contains 133861 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 115165 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3519 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 4933 members 
Mstep: Class 27 contains 69138 members 
Mstep: Class 28 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200112.000000 Penalty: 61608.199219
Iteration 474Q: 29 clusters Score -8.620011e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 13697 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 117758 members 
Mstep: Class 7 contains 4103 members 
Mstep: Class 8 contains 1683 members 
Mstep: Class 9 contains 21934 members 
Mstep: Class 10 contains 12775 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 97047 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26906 members 
Mstep: Class 15 contains 12465 members 
Mstep: Class 16 contains 14141 members 
Mstep: Class 17 contains 133871 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 115250 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3517 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 69156 members 
Mstep: Class 28 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200032.000000 Penalty: 61608.199219
Iteration 475Q: 29 clusters Score -8.620003e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 13689 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 117780 members 
Mstep: Class 7 contains 4105 members 
Mstep: Class 8 contains 1682 members 
Mstep: Class 9 contains 21691 members 
Mstep: Class 10 contains 12768 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 97166 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26907 members 
Mstep: Class 15 contains 12457 members 
Mstep: Class 16 contains 14175 members 
Mstep: Class 17 contains 133878 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 115306 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3517 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 4936 members 
Mstep: Class 27 contains 69172 members 
Mstep: Class 28 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200104.000000 Penalty: 61608.199219
Iteration 476Q: 29 clusters Score -8.62001e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 13682 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 117788 members 
Mstep: Class 7 contains 4107 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 21459 members 
Mstep: Class 10 contains 12767 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 97300 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26906 members 
Mstep: Class 15 contains 12432 members 
Mstep: Class 16 contains 14198 members 
Mstep: Class 17 contains 133892 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 115376 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3522 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 4935 members 
Mstep: Class 27 contains 69184 members 
Mstep: Class 28 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200104.000000 Penalty: 61608.199219
Iteration 477Q: 29 clusters Score -8.62001e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 13681 members 
Mstep: Class 3 contains 15500 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 117777 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 21231 members 
Mstep: Class 10 contains 12764 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 97438 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26905 members 
Mstep: Class 15 contains 12412 members 
Mstep: Class 16 contains 14217 members 
Mstep: Class 17 contains 133906 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 115446 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3527 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 4938 members 
Mstep: Class 27 contains 69187 members 
Mstep: Class 28 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86199928.000000 Penalty: 61608.199219
Iteration 478Q: 29 clusters Score -8.619993e+07 nChanged 933
Entering ConstructFrom: 
Score: -86199928.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (67195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Entering Unmasked Estep 
Score: -7820769.500000 Penalty: 1806.245117
	Iteration 0F: 2 clusters Score -7820770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -7775984.000000 Penalty: 3612.490234
	Iteration 0F: 3 clusters Score -7775984 nChanged 31880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -7794416.000000 Penalty: 3612.490234
	Iteration 1F: 3 clusters Score -7794416 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -7795077.500000 Penalty: 3612.490234
	Iteration 2Q: 3 clusters Score -7795078 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -7795948.500000 Penalty: 3612.490234
	Iteration 3Q: 3 clusters Score -7795948 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -7796920.500000 Penalty: 3612.490234
	Iteration 4Q: 3 clusters Score -7796920 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -7798061.500000 Penalty: 3612.490234
	Iteration 5Q: 3 clusters Score -7798062 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -7799645.500000 Penalty: 3612.490234
	Iteration 6Q: 3 clusters Score -7799646 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -7801705.500000 Penalty: 3612.490234
	Iteration 7F: 3 clusters Score -7801706 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -7804537.500000 Penalty: 3612.490234
	Iteration 8F: 3 clusters Score -7804538 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -7808055.000000 Penalty: 3612.490234
	Iteration 9F: 3 clusters Score -7808055 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -7811134.000000 Penalty: 3612.490234
	Iteration 10F: 3 clusters Score -7811134 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -7812965.500000 Penalty: 3612.490234
	Iteration 11Q: 3 clusters Score -7812966 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -7813932.500000 Penalty: 3612.490234
	Iteration 12Q: 3 clusters Score -7813932 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -7814658.000000 Penalty: 3612.490234
	Iteration 13Q: 3 clusters Score -7814658 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -7815303.000000 Penalty: 3612.490234
	Iteration 14Q: 3 clusters Score -7815303 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -7815814.500000 Penalty: 3612.490234
	Iteration 15Q: 3 clusters Score -7815814 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -7816361.500000 Penalty: 3612.490234
	Iteration 16Q: 3 clusters Score -7816362 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -7816884.000000 Penalty: 3612.490234
	Iteration 17Q: 3 clusters Score -7816884 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -7817363.000000 Penalty: 3612.490234
	Iteration 18Q: 3 clusters Score -7817363 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -7817866.500000 Penalty: 3612.490234
	Iteration 19Q: 3 clusters Score -7817866 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -7818267.500000 Penalty: 3612.490234
	Iteration 20F: 3 clusters Score -7818268 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -7818574.000000 Penalty: 3612.490234
	Iteration 21Q: 3 clusters Score -7818574 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -7818804.500000 Penalty: 3612.490234
	Iteration 22Q: 3 clusters Score -7818804 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -7818973.500000 Penalty: 3612.490234
	Iteration 23Q: 3 clusters Score -7818974 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -7819083.000000 Penalty: 3612.490234
	Iteration 24Q: 3 clusters Score -7819083 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -7819187.500000 Penalty: 3612.490234
	Iteration 25Q: 3 clusters Score -7819188 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -7819264.500000 Penalty: 3612.490234
	Iteration 26Q: 3 clusters Score -7819264 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -7819304.500000 Penalty: 3612.490234
	Iteration 27Q: 3 clusters Score -7819304 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -7819336.000000 Penalty: 3612.490234
	Iteration 28Q: 3 clusters Score -7819336 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -7819380.000000 Penalty: 3612.490234
	Iteration 29Q: 3 clusters Score -7819380 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -7819422.000000 Penalty: 3612.490234
	Iteration 30Q: 3 clusters Score -7819422 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -7819451.500000 Penalty: 3612.490234
	Iteration 31Q: 3 clusters Score -7819452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -7819466.500000 Penalty: 3612.490234
	Iteration 32Q: 3 clusters Score -7819466 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 64102 members 
Entering Unmasked Estep 
Score: -7819497.000000 Penalty: 3612.490234
	Iteration 33Q: 3 clusters Score -7819497 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -7819492.500000 Penalty: 3612.490234
	Iteration 34Q: 3 clusters Score -7819492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -7819511.500000 Penalty: 3612.490234
	Iteration 35Q: 3 clusters Score -7819512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -7819539.500000 Penalty: 3612.490234
	Iteration 36Q: 3 clusters Score -7819540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -7819549.500000 Penalty: 3612.490234
	Iteration 37Q: 3 clusters Score -7819550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -7819548.500000 Penalty: 3612.490234
	Iteration 38Q: 3 clusters Score -7819548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -7819559.000000 Penalty: 3612.490234
	Iteration 39Q: 3 clusters Score -7819559 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -7819583.000000 Penalty: 3612.490234
	Iteration 40F: 3 clusters Score -7819583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -7819575.000000 Penalty: 3612.490234
	Iteration 41Q: 3 clusters Score -7819575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -7819591.500000 Penalty: 3612.490234
	Iteration 42Q: 3 clusters Score -7819592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -7819596.500000 Penalty: 3612.490234
	Iteration 43Q: 3 clusters Score -7819596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -7819594.500000 Penalty: 3612.490234
	Iteration 44Q: 3 clusters Score -7819594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -7819602.500000 Penalty: 3612.490234
	Iteration 45Q: 3 clusters Score -7819602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -7819596.500000 Penalty: 3612.490234
	Iteration 46Q: 3 clusters Score -7819596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -7819593.500000 Penalty: 3612.490234
	Iteration 47Q: 3 clusters Score -7819594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -7819594.500000 Penalty: 3612.490234
	Iteration 48Q: 3 clusters Score -7819594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -7819594.500000 Penalty: 3612.490234
	Iteration 49Q: 3 clusters Score -7819594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -7819596.000000 Penalty: 3612.490234
	Iteration 50Q: 3 clusters Score -7819596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -7819592.000000 Penalty: 3612.490234
	Iteration 51Q: 3 clusters Score -7819592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -7819595.500000 Penalty: 3612.490234
	Iteration 52Q: 3 clusters Score -7819596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -7819599.000000 Penalty: 3612.490234
	Iteration 53Q: 3 clusters Score -7819599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -7819595.500000 Penalty: 3612.490234
	Iteration 54Q: 3 clusters Score -7819596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -7819600.000000 Penalty: 3612.490234
	Iteration 55Q: 3 clusters Score -7819600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -7819603.000000 Penalty: 3612.490234
	Iteration 56Q: 3 clusters Score -7819603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -7819602.500000 Penalty: 3612.490234
	Iteration 57Q: 3 clusters Score -7819602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -7819604.000000 Penalty: 3612.490234
	Iteration 58Q: 3 clusters Score -7819604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -7819607.000000 Penalty: 3612.490234
	Iteration 59Q: 3 clusters Score -7819607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -7819601.500000 Penalty: 3612.490234
	Iteration 60F: 3 clusters Score -7819602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -7819603.500000 Penalty: 3612.490234
	Iteration 61Q: 3 clusters Score -7819604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -7819602.500000 Penalty: 3612.490234
	Iteration 62Q: 3 clusters Score -7819602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -7819610.500000 Penalty: 3612.490234
	Iteration 63Q: 3 clusters Score -7819610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -7819602.000000 Penalty: 3612.490234
	Iteration 64Q: 3 clusters Score -7819602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -7819601.000000 Penalty: 3612.490234
	Iteration 65Q: 3 clusters Score -7819601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -7819603.000000 Penalty: 3612.490234
	Iteration 66Q: 3 clusters Score -7819603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -7819598.500000 Penalty: 3612.490234
	Iteration 67Q: 3 clusters Score -7819598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -7819594.500000 Penalty: 3612.490234
	Iteration 68Q: 3 clusters Score -7819594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -7819593.500000 Penalty: 3612.490234
	Iteration 69Q: 3 clusters Score -7819594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -7819593.500000 Penalty: 3612.490234
	Iteration 70F: 3 clusters Score -7819594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Entering Unmasked Estep 
Score: -1597486.250000 Penalty: 1547.623413
	Iteration 0F: 2 clusters Score -1597486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1588061.500000 Penalty: 3095.246826
	Iteration 0F: 3 clusters Score -1588062 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1591266.500000 Penalty: 3095.246826
	Iteration 1F: 3 clusters Score -1591266 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1591535.750000 Penalty: 3095.246826
	Iteration 2F: 3 clusters Score -1591536 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1591762.000000 Penalty: 3095.246826
	Iteration 3Q: 3 clusters Score -1591762 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1592020.125000 Penalty: 3095.246826
	Iteration 4Q: 3 clusters Score -1592020 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1592343.375000 Penalty: 3095.246826
	Iteration 5Q: 3 clusters Score -1592343 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1592791.625000 Penalty: 3095.246826
	Iteration 6F: 3 clusters Score -1592792 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1593423.750000 Penalty: 3095.246826
	Iteration 7F: 3 clusters Score -1593424 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1594166.250000 Penalty: 3095.246826
	Iteration 8F: 3 clusters Score -1594166 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1594828.500000 Penalty: 3095.246826
	Iteration 9F: 3 clusters Score -1594828 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1595336.250000 Penalty: 3095.246826
	Iteration 10Q: 3 clusters Score -1595336 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1595670.625000 Penalty: 3095.246826
	Iteration 11Q: 3 clusters Score -1595671 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1595874.875000 Penalty: 3095.246826
	Iteration 12Q: 3 clusters Score -1595875 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1595986.000000 Penalty: 3095.246826
	Iteration 13Q: 3 clusters Score -1595986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1596048.875000 Penalty: 3095.246826
	Iteration 14Q: 3 clusters Score -1596049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1596084.375000 Penalty: 3095.246826
	Iteration 15Q: 3 clusters Score -1596084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1596106.250000 Penalty: 3095.246826
	Iteration 16Q: 3 clusters Score -1596106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1596119.500000 Penalty: 3095.246826
	Iteration 17Q: 3 clusters Score -1596120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1596131.250000 Penalty: 3095.246826
	Iteration 18Q: 3 clusters Score -1596131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1596139.000000 Penalty: 3095.246826
	Iteration 19Q: 3 clusters Score -1596139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1596144.375000 Penalty: 3095.246826
	Iteration 20F: 3 clusters Score -1596144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1596150.125000 Penalty: 3095.246826
	Iteration 21Q: 3 clusters Score -1596150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1596160.625000 Penalty: 3095.246826
	Iteration 22Q: 3 clusters Score -1596161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1596167.000000 Penalty: 3095.246826
	Iteration 23Q: 3 clusters Score -1596167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1596176.000000 Penalty: 3095.246826
	Iteration 24Q: 3 clusters Score -1596176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1596179.750000 Penalty: 3095.246826
	Iteration 25Q: 3 clusters Score -1596180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1596187.875000 Penalty: 3095.246826
	Iteration 26Q: 3 clusters Score -1596188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1596192.875000 Penalty: 3095.246826
	Iteration 27Q: 3 clusters Score -1596193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1596193.750000 Penalty: 3095.246826
	Iteration 28Q: 3 clusters Score -1596194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1596195.125000 Penalty: 3095.246826
	Iteration 29Q: 3 clusters Score -1596195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1596196.125000 Penalty: 3095.246826
	Iteration 30Q: 3 clusters Score -1596196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1596196.125000 Penalty: 3095.246826
	Iteration 31F: 3 clusters Score -1596196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Entering Unmasked Estep 
Score: -1808960.000000 Penalty: 1567.886230
	Iteration 0F: 2 clusters Score -1808960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1798211.500000 Penalty: 3135.772461
	Iteration 0F: 3 clusters Score -1798212 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1802009.500000 Penalty: 3135.772461
	Iteration 1F: 3 clusters Score -1802010 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1802344.875000 Penalty: 3135.772461
	Iteration 2F: 3 clusters Score -1802345 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1802645.500000 Penalty: 3135.772461
	Iteration 3Q: 3 clusters Score -1802646 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1802983.625000 Penalty: 3135.772461
	Iteration 4Q: 3 clusters Score -1802984 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1803449.500000 Penalty: 3135.772461
	Iteration 5F: 3 clusters Score -1803450 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1804090.000000 Penalty: 3135.772461
	Iteration 6F: 3 clusters Score -1804090 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1804889.250000 Penalty: 3135.772461
	Iteration 7F: 3 clusters Score -1804889 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1805759.750000 Penalty: 3135.772461
	Iteration 8F: 3 clusters Score -1805760 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1806522.875000 Penalty: 3135.772461
	Iteration 9F: 3 clusters Score -1806523 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1806989.250000 Penalty: 3135.772461
	Iteration 10Q: 3 clusters Score -1806989 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1807243.500000 Penalty: 3135.772461
	Iteration 11Q: 3 clusters Score -1807244 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1807389.250000 Penalty: 3135.772461
	Iteration 12Q: 3 clusters Score -1807389 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1807484.000000 Penalty: 3135.772461
	Iteration 13Q: 3 clusters Score -1807484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1807527.000000 Penalty: 3135.772461
	Iteration 14Q: 3 clusters Score -1807527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1807559.875000 Penalty: 3135.772461
	Iteration 15Q: 3 clusters Score -1807560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1807573.875000 Penalty: 3135.772461
	Iteration 16Q: 3 clusters Score -1807574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1807587.375000 Penalty: 3135.772461
	Iteration 17Q: 3 clusters Score -1807587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1807595.750000 Penalty: 3135.772461
	Iteration 18Q: 3 clusters Score -1807596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1807604.375000 Penalty: 3135.772461
	Iteration 19Q: 3 clusters Score -1807604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1807608.750000 Penalty: 3135.772461
	Iteration 20F: 3 clusters Score -1807609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1807613.500000 Penalty: 3135.772461
	Iteration 21Q: 3 clusters Score -1807614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1807616.250000 Penalty: 3135.772461
	Iteration 22Q: 3 clusters Score -1807616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1807616.375000 Penalty: 3135.772461
	Iteration 23Q: 3 clusters Score -1807616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1807616.375000 Penalty: 3135.772461
	Iteration 24F: 3 clusters Score -1807616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -221827.046875 Penalty: 1235.714355
	Iteration 0F: 2 clusters Score -221827 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 997 members 
Entering Unmasked Estep 
Score: -219722.937500 Penalty: 2471.428711
	Iteration 0F: 3 clusters Score -219722.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -220170.000000 Penalty: 2471.428711
	Iteration 1F: 3 clusters Score -220170 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -220271.421875 Penalty: 2471.428711
	Iteration 2F: 3 clusters Score -220271.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -220329.656250 Penalty: 2471.428711
	Iteration 3Q: 3 clusters Score -220329.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -220377.156250 Penalty: 2471.428711
	Iteration 4Q: 3 clusters Score -220377.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -220411.000000 Penalty: 2471.428711
	Iteration 5Q: 3 clusters Score -220411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -220435.937500 Penalty: 2471.428711
	Iteration 6Q: 3 clusters Score -220435.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -220451.625000 Penalty: 2471.428711
	Iteration 7Q: 3 clusters Score -220451.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -220460.640625 Penalty: 2471.428711
	Iteration 8Q: 3 clusters Score -220460.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -220469.812500 Penalty: 2471.428711
	Iteration 9Q: 3 clusters Score -220469.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -220477.125000 Penalty: 2471.428711
	Iteration 10Q: 3 clusters Score -220477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -220481.890625 Penalty: 2471.428711
	Iteration 11Q: 3 clusters Score -220481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -220484.421875 Penalty: 2471.428711
	Iteration 12Q: 3 clusters Score -220484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -220486.875000 Penalty: 2471.428711
	Iteration 13Q: 3 clusters Score -220486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -220489.156250 Penalty: 2471.428711
	Iteration 14Q: 3 clusters Score -220489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220490.234375 Penalty: 2471.428711
	Iteration 15Q: 3 clusters Score -220490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220491.312500 Penalty: 2471.428711
	Iteration 16Q: 3 clusters Score -220491.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220492.078125 Penalty: 2471.428711
	Iteration 17Q: 3 clusters Score -220492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -220492.078125 Penalty: 2471.428711
	Iteration 18F: 3 clusters Score -220492.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -428184.750000 Penalty: 1333.658569
	Iteration 0F: 2 clusters Score -428184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -425041.031250 Penalty: 2667.317139
	Iteration 0F: 3 clusters Score -425041 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -425794.781250 Penalty: 2667.317139
	Iteration 1F: 3 clusters Score -425794.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -425927.875000 Penalty: 2667.317139
	Iteration 2F: 3 clusters Score -425927.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -426050.625000 Penalty: 2667.317139
	Iteration 3F: 3 clusters Score -426050.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -426171.187500 Penalty: 2667.317139
	Iteration 4F: 3 clusters Score -426171.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -426255.906250 Penalty: 2667.317139
	Iteration 5Q: 3 clusters Score -426255.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -426309.281250 Penalty: 2667.317139
	Iteration 6Q: 3 clusters Score -426309.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -426359.812500 Penalty: 2667.317139
	Iteration 7Q: 3 clusters Score -426359.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -426396.687500 Penalty: 2667.317139
	Iteration 8Q: 3 clusters Score -426396.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -426427.093750 Penalty: 2667.317139
	Iteration 9Q: 3 clusters Score -426427.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -426458.437500 Penalty: 2667.317139
	Iteration 10Q: 3 clusters Score -426458.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -426477.593750 Penalty: 2667.317139
	Iteration 11Q: 3 clusters Score -426477.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -426492.125000 Penalty: 2667.317139
	Iteration 12Q: 3 clusters Score -426492.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -426504.812500 Penalty: 2667.317139
	Iteration 13Q: 3 clusters Score -426504.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -426526.281250 Penalty: 2667.317139
	Iteration 14Q: 3 clusters Score -426526.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -426547.906250 Penalty: 2667.317139
	Iteration 15Q: 3 clusters Score -426547.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -426562.312500 Penalty: 2667.317139
	Iteration 16Q: 3 clusters Score -426562.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -426578.593750 Penalty: 2667.317139
	Iteration 17Q: 3 clusters Score -426578.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -426594.625000 Penalty: 2667.317139
	Iteration 18Q: 3 clusters Score -426594.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -426618.125000 Penalty: 2667.317139
	Iteration 19Q: 3 clusters Score -426618.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -426640.812500 Penalty: 2667.317139
	Iteration 20F: 3 clusters Score -426640.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -426664.687500 Penalty: 2667.317139
	Iteration 21Q: 3 clusters Score -426664.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -426678.625000 Penalty: 2667.317139
	Iteration 22Q: 3 clusters Score -426678.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -426692.250000 Penalty: 2667.317139
	Iteration 23Q: 3 clusters Score -426692.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -426707.687500 Penalty: 2667.317139
	Iteration 24Q: 3 clusters Score -426707.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -426723.250000 Penalty: 2667.317139
	Iteration 25Q: 3 clusters Score -426723.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -426740.343750 Penalty: 2667.317139
	Iteration 26Q: 3 clusters Score -426740.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -426754.687500 Penalty: 2667.317139
	Iteration 27Q: 3 clusters Score -426754.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -426771.218750 Penalty: 2667.317139
	Iteration 28Q: 3 clusters Score -426771.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -426784.937500 Penalty: 2667.317139
	Iteration 29Q: 3 clusters Score -426784.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -426797.031250 Penalty: 2667.317139
	Iteration 30Q: 3 clusters Score -426797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -426808.218750 Penalty: 2667.317139
	Iteration 31Q: 3 clusters Score -426808.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -426813.218750 Penalty: 2667.317139
	Iteration 32Q: 3 clusters Score -426813.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -426819.812500 Penalty: 2667.317139
	Iteration 33Q: 3 clusters Score -426819.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -426824.625000 Penalty: 2667.317139
	Iteration 34Q: 3 clusters Score -426824.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -426831.125000 Penalty: 2667.317139
	Iteration 35Q: 3 clusters Score -426831.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -426838.281250 Penalty: 2667.317139
	Iteration 36Q: 3 clusters Score -426838.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -426845.281250 Penalty: 2667.317139
	Iteration 37Q: 3 clusters Score -426845.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -426847.687500 Penalty: 2667.317139
	Iteration 38Q: 3 clusters Score -426847.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -426849.281250 Penalty: 2667.317139
	Iteration 39Q: 3 clusters Score -426849.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -426852.500000 Penalty: 2667.317139
	Iteration 40F: 3 clusters Score -426852.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -426855.093750 Penalty: 2667.317139
	Iteration 41Q: 3 clusters Score -426855.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -426856.906250 Penalty: 2667.317139
	Iteration 42Q: 3 clusters Score -426856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -426858.718750 Penalty: 2667.317139
	Iteration 43Q: 3 clusters Score -426858.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -426859.812500 Penalty: 2667.317139
	Iteration 44Q: 3 clusters Score -426859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -426860.750000 Penalty: 2667.317139
	Iteration 45Q: 3 clusters Score -426860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -426861.281250 Penalty: 2667.317139
	Iteration 46Q: 3 clusters Score -426861.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -426861.281250 Penalty: 2667.317139
	Iteration 47F: 3 clusters Score -426861.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (117759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117759 members 
Entering Unmasked Estep 
Score: -13761039.000000 Penalty: 1897.414307
	Iteration 0F: 2 clusters Score -1.376104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -13691736.000000 Penalty: 3794.828613
	Iteration 0F: 3 clusters Score -1.369174e+07 nChanged 56594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -13724490.000000 Penalty: 3794.828613
	Iteration 1F: 3 clusters Score -1.372449e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -13725299.000000 Penalty: 3794.828613
	Iteration 2Q: 3 clusters Score -1.37253e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -13726389.000000 Penalty: 3794.828613
	Iteration 3Q: 3 clusters Score -1.372639e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -13728239.000000 Penalty: 3794.828613
	Iteration 4Q: 3 clusters Score -1.372824e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -13731301.000000 Penalty: 3794.828613
	Iteration 5F: 3 clusters Score -1.37313e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -13735727.000000 Penalty: 3794.828613
	Iteration 6F: 3 clusters Score -1.373573e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 74181 members 
Entering Unmasked Estep 
Score: -13741712.000000 Penalty: 3794.828613
	Iteration 7F: 3 clusters Score -1.374171e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -13748311.000000 Penalty: 3794.828613
	Iteration 8F: 3 clusters Score -1.374831e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -13752595.000000 Penalty: 3794.828613
	Iteration 9F: 3 clusters Score -1.37526e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 80524 members 
Entering Unmasked Estep 
Score: -13754588.000000 Penalty: 3794.828613
	Iteration 10Q: 3 clusters Score -1.375459e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -13755439.000000 Penalty: 3794.828613
	Iteration 11Q: 3 clusters Score -1.375544e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -13756332.000000 Penalty: 3794.828613
	Iteration 12Q: 3 clusters Score -1.375633e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 82509 members 
Entering Unmasked Estep 
Score: -13757101.000000 Penalty: 3794.828613
	Iteration 13Q: 3 clusters Score -1.37571e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -13757930.000000 Penalty: 3794.828613
	Iteration 14Q: 3 clusters Score -1.375793e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 83117 members 
Entering Unmasked Estep 
Score: -13758770.000000 Penalty: 3794.828613
	Iteration 15Q: 3 clusters Score -1.375877e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 83204 members 
Entering Unmasked Estep 
Score: -13759479.000000 Penalty: 3794.828613
	Iteration 16Q: 3 clusters Score -1.375948e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -13760175.000000 Penalty: 3794.828613
	Iteration 17Q: 3 clusters Score -1.376018e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -13760884.000000 Penalty: 3794.828613
	Iteration 18Q: 3 clusters Score -1.376088e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -13761439.000000 Penalty: 3794.828613
	Iteration 19Q: 3 clusters Score -1.376144e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 81693 members 
Entering Unmasked Estep 
Score: -13761844.000000 Penalty: 3794.828613
	Iteration 20F: 3 clusters Score -1.376184e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -13762175.000000 Penalty: 3794.828613
	Iteration 21Q: 3 clusters Score -1.376218e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -13762421.000000 Penalty: 3794.828613
	Iteration 22Q: 3 clusters Score -1.376242e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -13762660.000000 Penalty: 3794.828613
	Iteration 23Q: 3 clusters Score -1.376266e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 79049 members 
Entering Unmasked Estep 
Score: -13762822.000000 Penalty: 3794.828613
	Iteration 24Q: 3 clusters Score -1.376282e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -13762864.000000 Penalty: 3794.828613
	Iteration 25Q: 3 clusters Score -1.376286e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -13762980.000000 Penalty: 3794.828613
	Iteration 26Q: 3 clusters Score -1.376298e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -13763015.000000 Penalty: 3794.828613
	Iteration 27Q: 3 clusters Score -1.376302e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -13763112.000000 Penalty: 3794.828613
	Iteration 28Q: 3 clusters Score -1.376311e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -13763134.000000 Penalty: 3794.828613
	Iteration 29Q: 3 clusters Score -1.376313e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -13763245.000000 Penalty: 3794.828613
	Iteration 30Q: 3 clusters Score -1.376324e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -13763296.000000 Penalty: 3794.828613
	Iteration 31Q: 3 clusters Score -1.37633e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -13763314.000000 Penalty: 3794.828613
	Iteration 32Q: 3 clusters Score -1.376331e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -13763312.000000 Penalty: 3794.828613
	Iteration 33Q: 3 clusters Score -1.376331e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -13763329.000000 Penalty: 3794.828613
	Iteration 34Q: 3 clusters Score -1.376333e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 75098 members 
Entering Unmasked Estep 
Score: -13763301.000000 Penalty: 3794.828613
	Iteration 35Q: 3 clusters Score -1.37633e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 74939 members 
Entering Unmasked Estep 
Score: -13763300.000000 Penalty: 3794.828613
	Iteration 36Q: 3 clusters Score -1.37633e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -13763317.000000 Penalty: 3794.828613
	Iteration 37Q: 3 clusters Score -1.376332e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -13763324.000000 Penalty: 3794.828613
	Iteration 38Q: 3 clusters Score -1.376332e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 74593 members 
Entering Unmasked Estep 
Score: -13763326.000000 Penalty: 3794.828613
	Iteration 39Q: 3 clusters Score -1.376333e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -13763326.000000 Penalty: 3794.828613
	Iteration 40F: 3 clusters Score -1.376333e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -13763329.000000 Penalty: 3794.828613
	Iteration 41Q: 3 clusters Score -1.376333e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -13763343.000000 Penalty: 3794.828613
	Iteration 42Q: 3 clusters Score -1.376334e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -13763371.000000 Penalty: 3794.828613
	Iteration 43Q: 3 clusters Score -1.376337e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -13763373.000000 Penalty: 3794.828613
	Iteration 44Q: 3 clusters Score -1.376337e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -13763384.000000 Penalty: 3794.828613
	Iteration 45Q: 3 clusters Score -1.376338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -13763400.000000 Penalty: 3794.828613
	Iteration 46Q: 3 clusters Score -1.37634e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -13763415.000000 Penalty: 3794.828613
	Iteration 47Q: 3 clusters Score -1.376342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -13763432.000000 Penalty: 3794.828613
	Iteration 48Q: 3 clusters Score -1.376343e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -13763438.000000 Penalty: 3794.828613
	Iteration 49Q: 3 clusters Score -1.376344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -13763444.000000 Penalty: 3794.828613
	Iteration 50Q: 3 clusters Score -1.376344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -13763437.000000 Penalty: 3794.828613
	Iteration 51Q: 3 clusters Score -1.376344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -13763438.000000 Penalty: 3794.828613
	Iteration 52Q: 3 clusters Score -1.376344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -13763435.000000 Penalty: 3794.828613
	Iteration 53Q: 3 clusters Score -1.376344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -13763437.000000 Penalty: 3794.828613
	Iteration 54Q: 3 clusters Score -1.376344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -13763436.000000 Penalty: 3794.828613
	Iteration 55Q: 3 clusters Score -1.376344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -13763441.000000 Penalty: 3794.828613
	Iteration 56Q: 3 clusters Score -1.376344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -13763443.000000 Penalty: 3794.828613
	Iteration 57Q: 3 clusters Score -1.376344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -13763442.000000 Penalty: 3794.828613
	Iteration 58Q: 3 clusters Score -1.376344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -13763445.000000 Penalty: 3794.828613
	Iteration 59Q: 3 clusters Score -1.376344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -13763441.000000 Penalty: 3794.828613
	Iteration 60F: 3 clusters Score -1.376344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -13763437.000000 Penalty: 3794.828613
	Iteration 61Q: 3 clusters Score -1.376344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -13763448.000000 Penalty: 3794.828613
	Iteration 62Q: 3 clusters Score -1.376345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -13763445.000000 Penalty: 3794.828613
	Iteration 63Q: 3 clusters Score -1.376344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -13763446.000000 Penalty: 3794.828613
	Iteration 64Q: 3 clusters Score -1.376345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 74246 members 
Entering Unmasked Estep 
Score: -13763462.000000 Penalty: 3794.828613
	Iteration 65Q: 3 clusters Score -1.376346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -13763467.000000 Penalty: 3794.828613
	Iteration 66Q: 3 clusters Score -1.376347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -13763453.000000 Penalty: 3794.828613
	Iteration 67Q: 3 clusters Score -1.376345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -13763460.000000 Penalty: 3794.828613
	Iteration 68Q: 3 clusters Score -1.376346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -13763457.000000 Penalty: 3794.828613
	Iteration 69Q: 3 clusters Score -1.376346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -13763460.000000 Penalty: 3794.828613
	Iteration 70Q: 3 clusters Score -1.376346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 74236 members 
Entering Unmasked Estep 
Score: -13763455.000000 Penalty: 3794.828613
	Iteration 71Q: 3 clusters Score -1.376346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -13763457.000000 Penalty: 3794.828613
	Iteration 72Q: 3 clusters Score -1.376346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -13763459.000000 Penalty: 3794.828613
	Iteration 73Q: 3 clusters Score -1.376346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -13763459.000000 Penalty: 3794.828613
	Iteration 74Q: 3 clusters Score -1.376346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -13763455.000000 Penalty: 3794.828613
	Iteration 75Q: 3 clusters Score -1.376346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
Score: -13763455.000000 Penalty: 3794.828613
	Iteration 76Q: 3 clusters Score -1.376346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
Score: -13763455.000000 Penalty: 3794.828613
	Iteration 77F: 3 clusters Score -1.376346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 13682 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 43536 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 21005 members 
Mstep: Class 10 contains 12766 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 97571 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26904 members 
Mstep: Class 15 contains 12394 members 
Mstep: Class 16 contains 14238 members 
Mstep: Class 17 contains 133916 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 115519 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3529 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 69193 members 
Mstep: Class 28 contains 4081 members 
Mstep: Class 29 contains 74223 members 
Entering Unmasked Estep 
Score: -86202016.000000 Penalty: 63808.488281
Splitting cluster 6 changes total score from -86199928.000000 to -86202016.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 7 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -480633.593750 Penalty: 1352.270508
	Iteration 0F: 2 clusters Score -480633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -477224.312500 Penalty: 2704.541016
	Iteration 0F: 3 clusters Score -477224.3 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -478107.500000 Penalty: 2704.541016
	Iteration 1F: 3 clusters Score -478107.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -478254.468750 Penalty: 2704.541016
	Iteration 2F: 3 clusters Score -478254.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -478345.281250 Penalty: 2704.541016
	Iteration 3Q: 3 clusters Score -478345.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -478407.312500 Penalty: 2704.541016
	Iteration 4Q: 3 clusters Score -478407.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -478453.312500 Penalty: 2704.541016
	Iteration 5Q: 3 clusters Score -478453.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -478494.531250 Penalty: 2704.541016
	Iteration 6Q: 3 clusters Score -478494.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -478531.687500 Penalty: 2704.541016
	Iteration 7Q: 3 clusters Score -478531.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -478560.562500 Penalty: 2704.541016
	Iteration 8Q: 3 clusters Score -478560.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -478579.906250 Penalty: 2704.541016
	Iteration 9Q: 3 clusters Score -478579.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -478595.093750 Penalty: 2704.541016
	Iteration 10Q: 3 clusters Score -478595.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -478609.906250 Penalty: 2704.541016
	Iteration 11Q: 3 clusters Score -478609.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -478622.968750 Penalty: 2704.541016
	Iteration 12Q: 3 clusters Score -478623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -478634.875000 Penalty: 2704.541016
	Iteration 13Q: 3 clusters Score -478634.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -478644.531250 Penalty: 2704.541016
	Iteration 14Q: 3 clusters Score -478644.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -478657.843750 Penalty: 2704.541016
	Iteration 15Q: 3 clusters Score -478657.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -478668.468750 Penalty: 2704.541016
	Iteration 16Q: 3 clusters Score -478668.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -478680.187500 Penalty: 2704.541016
	Iteration 17Q: 3 clusters Score -478680.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -478694.750000 Penalty: 2704.541016
	Iteration 18Q: 3 clusters Score -478694.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -478716.468750 Penalty: 2704.541016
	Iteration 19Q: 3 clusters Score -478716.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -478730.781250 Penalty: 2704.541016
	Iteration 20F: 3 clusters Score -478730.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -478748.062500 Penalty: 2704.541016
	Iteration 21Q: 3 clusters Score -478748.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -478773.156250 Penalty: 2704.541016
	Iteration 22Q: 3 clusters Score -478773.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -478797.125000 Penalty: 2704.541016
	Iteration 23Q: 3 clusters Score -478797.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -478820.843750 Penalty: 2704.541016
	Iteration 24Q: 3 clusters Score -478820.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -478849.437500 Penalty: 2704.541016
	Iteration 25Q: 3 clusters Score -478849.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -478873.781250 Penalty: 2704.541016
	Iteration 26Q: 3 clusters Score -478873.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -478904.125000 Penalty: 2704.541016
	Iteration 27Q: 3 clusters Score -478904.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -478927.250000 Penalty: 2704.541016
	Iteration 28Q: 3 clusters Score -478927.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -478944.875000 Penalty: 2704.541016
	Iteration 29Q: 3 clusters Score -478944.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -478962.625000 Penalty: 2704.541016
	Iteration 30Q: 3 clusters Score -478962.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -478976.406250 Penalty: 2704.541016
	Iteration 31Q: 3 clusters Score -478976.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -478992.593750 Penalty: 2704.541016
	Iteration 32Q: 3 clusters Score -478992.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -478997.906250 Penalty: 2704.541016
	Iteration 33Q: 3 clusters Score -478997.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -479002.218750 Penalty: 2704.541016
	Iteration 34Q: 3 clusters Score -479002.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -479004.843750 Penalty: 2704.541016
	Iteration 35Q: 3 clusters Score -479004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -479006.781250 Penalty: 2704.541016
	Iteration 36Q: 3 clusters Score -479006.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -479009.093750 Penalty: 2704.541016
	Iteration 37Q: 3 clusters Score -479009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -479009.156250 Penalty: 2704.541016
	Iteration 38Q: 3 clusters Score -479009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -479009.781250 Penalty: 2704.541016
	Iteration 39Q: 3 clusters Score -479009.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -479010.812500 Penalty: 2704.541016
	Iteration 40F: 3 clusters Score -479010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -479011.500000 Penalty: 2704.541016
	Iteration 41Q: 3 clusters Score -479011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -479012.031250 Penalty: 2704.541016
	Iteration 42Q: 3 clusters Score -479012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -479012.968750 Penalty: 2704.541016
	Iteration 43Q: 3 clusters Score -479013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -479012.781250 Penalty: 2704.541016
	Iteration 44Q: 3 clusters Score -479012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -479012.906250 Penalty: 2704.541016
	Iteration 45Q: 3 clusters Score -479012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -479012.906250 Penalty: 2704.541016
	Iteration 46F: 3 clusters Score -479012.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -192541.906250 Penalty: 1206.910889
	Iteration 0F: 2 clusters Score -192541.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190666.093750 Penalty: 2413.821777
	Iteration 0F: 3 clusters Score -190666.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -191065.125000 Penalty: 2413.821777
	Iteration 1F: 3 clusters Score -191065.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -191147.140625 Penalty: 2413.821777
	Iteration 2F: 3 clusters Score -191147.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -191195.593750 Penalty: 2413.821777
	Iteration 3Q: 3 clusters Score -191195.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -191238.875000 Penalty: 2413.821777
	Iteration 4Q: 3 clusters Score -191238.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -191275.781250 Penalty: 2413.821777
	Iteration 5Q: 3 clusters Score -191275.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -191302.359375 Penalty: 2413.821777
	Iteration 6Q: 3 clusters Score -191302.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -191318.031250 Penalty: 2413.821777
	Iteration 7Q: 3 clusters Score -191318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -191328.875000 Penalty: 2413.821777
	Iteration 8Q: 3 clusters Score -191328.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -191340.968750 Penalty: 2413.821777
	Iteration 9Q: 3 clusters Score -191341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -191348.890625 Penalty: 2413.821777
	Iteration 10Q: 3 clusters Score -191348.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -191356.468750 Penalty: 2413.821777
	Iteration 11Q: 3 clusters Score -191356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -191361.406250 Penalty: 2413.821777
	Iteration 12Q: 3 clusters Score -191361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -191364.125000 Penalty: 2413.821777
	Iteration 13Q: 3 clusters Score -191364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -191367.812500 Penalty: 2413.821777
	Iteration 14Q: 3 clusters Score -191367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -191373.562500 Penalty: 2413.821777
	Iteration 15Q: 3 clusters Score -191373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -191376.859375 Penalty: 2413.821777
	Iteration 16Q: 3 clusters Score -191376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -191378.734375 Penalty: 2413.821777
	Iteration 17Q: 3 clusters Score -191378.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -191378.734375 Penalty: 2413.821777
	Iteration 18F: 3 clusters Score -191378.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Entering Unmasked Estep 
Score: -2460177.750000 Penalty: 1617.283813
	Iteration 0F: 2 clusters Score -2460178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2445843.250000 Penalty: 3234.567627
	Iteration 0F: 3 clusters Score -2445843 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2451164.750000 Penalty: 3234.567627
	Iteration 1F: 3 clusters Score -2451165 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2451501.250000 Penalty: 3234.567627
	Iteration 2Q: 3 clusters Score -2451501 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2451847.500000 Penalty: 3234.567627
	Iteration 3Q: 3 clusters Score -2451848 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2452266.500000 Penalty: 3234.567627
	Iteration 4Q: 3 clusters Score -2452266 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2452841.250000 Penalty: 3234.567627
	Iteration 5Q: 3 clusters Score -2452841 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2453563.500000 Penalty: 3234.567627
	Iteration 6Q: 3 clusters Score -2453564 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2454318.250000 Penalty: 3234.567627
	Iteration 7Q: 3 clusters Score -2454318 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2454994.000000 Penalty: 3234.567627
	Iteration 8Q: 3 clusters Score -2454994 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2455564.000000 Penalty: 3234.567627
	Iteration 9Q: 3 clusters Score -2455564 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2456072.250000 Penalty: 3234.567627
	Iteration 10Q: 3 clusters Score -2456072 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2456477.250000 Penalty: 3234.567627
	Iteration 11Q: 3 clusters Score -2456477 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2456795.500000 Penalty: 3234.567627
	Iteration 12Q: 3 clusters Score -2456796 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2457084.750000 Penalty: 3234.567627
	Iteration 13Q: 3 clusters Score -2457085 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2457323.000000 Penalty: 3234.567627
	Iteration 14Q: 3 clusters Score -2457323 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2457494.750000 Penalty: 3234.567627
	Iteration 15Q: 3 clusters Score -2457495 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2457615.500000 Penalty: 3234.567627
	Iteration 16Q: 3 clusters Score -2457616 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2457711.500000 Penalty: 3234.567627
	Iteration 17Q: 3 clusters Score -2457712 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2457773.250000 Penalty: 3234.567627
	Iteration 18Q: 3 clusters Score -2457773 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2457833.250000 Penalty: 3234.567627
	Iteration 19Q: 3 clusters Score -2457833 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2457857.000000 Penalty: 3234.567627
	Iteration 20F: 3 clusters Score -2457857 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2457885.500000 Penalty: 3234.567627
	Iteration 21Q: 3 clusters Score -2457886 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2457914.250000 Penalty: 3234.567627
	Iteration 22Q: 3 clusters Score -2457914 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2457939.250000 Penalty: 3234.567627
	Iteration 23Q: 3 clusters Score -2457939 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2457966.000000 Penalty: 3234.567627
	Iteration 24Q: 3 clusters Score -2457966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2457984.000000 Penalty: 3234.567627
	Iteration 25Q: 3 clusters Score -2457984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2457996.750000 Penalty: 3234.567627
	Iteration 26Q: 3 clusters Score -2457997 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2458018.500000 Penalty: 3234.567627
	Iteration 27Q: 3 clusters Score -2458018 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2458046.500000 Penalty: 3234.567627
	Iteration 28Q: 3 clusters Score -2458046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2458062.750000 Penalty: 3234.567627
	Iteration 29Q: 3 clusters Score -2458063 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2458079.750000 Penalty: 3234.567627
	Iteration 30Q: 3 clusters Score -2458080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2458088.500000 Penalty: 3234.567627
	Iteration 31Q: 3 clusters Score -2458088 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2458118.250000 Penalty: 3234.567627
	Iteration 32Q: 3 clusters Score -2458118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2458124.750000 Penalty: 3234.567627
	Iteration 33Q: 3 clusters Score -2458125 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2458144.250000 Penalty: 3234.567627
	Iteration 34Q: 3 clusters Score -2458144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2458146.500000 Penalty: 3234.567627
	Iteration 35Q: 3 clusters Score -2458146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2458158.500000 Penalty: 3234.567627
	Iteration 36Q: 3 clusters Score -2458158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2458173.500000 Penalty: 3234.567627
	Iteration 37Q: 3 clusters Score -2458174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2458180.250000 Penalty: 3234.567627
	Iteration 38Q: 3 clusters Score -2458180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2458188.750000 Penalty: 3234.567627
	Iteration 39Q: 3 clusters Score -2458189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2458195.000000 Penalty: 3234.567627
	Iteration 40F: 3 clusters Score -2458195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2458204.750000 Penalty: 3234.567627
	Iteration 41Q: 3 clusters Score -2458205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2458208.750000 Penalty: 3234.567627
	Iteration 42Q: 3 clusters Score -2458209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2458212.250000 Penalty: 3234.567627
	Iteration 43Q: 3 clusters Score -2458212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2458217.250000 Penalty: 3234.567627
	Iteration 44Q: 3 clusters Score -2458217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2458217.750000 Penalty: 3234.567627
	Iteration 45Q: 3 clusters Score -2458218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2458212.750000 Penalty: 3234.567627
	Iteration 46Q: 3 clusters Score -2458213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2458215.000000 Penalty: 3234.567627
	Iteration 47Q: 3 clusters Score -2458215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2458215.250000 Penalty: 3234.567627
	Iteration 48Q: 3 clusters Score -2458215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2458225.000000 Penalty: 3234.567627
	Iteration 49Q: 3 clusters Score -2458225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2458229.500000 Penalty: 3234.567627
	Iteration 50Q: 3 clusters Score -2458230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2458228.750000 Penalty: 3234.567627
	Iteration 51Q: 3 clusters Score -2458229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2458230.250000 Penalty: 3234.567627
	Iteration 52Q: 3 clusters Score -2458230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2458231.750000 Penalty: 3234.567627
	Iteration 53Q: 3 clusters Score -2458232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2458231.250000 Penalty: 3234.567627
	Iteration 54Q: 3 clusters Score -2458231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2458233.250000 Penalty: 3234.567627
	Iteration 55Q: 3 clusters Score -2458233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2458237.500000 Penalty: 3234.567627
	Iteration 56Q: 3 clusters Score -2458238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2458233.750000 Penalty: 3234.567627
	Iteration 57Q: 3 clusters Score -2458234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2458234.000000 Penalty: 3234.567627
	Iteration 58Q: 3 clusters Score -2458234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2458239.750000 Penalty: 3234.567627
	Iteration 59Q: 3 clusters Score -2458240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2458239.500000 Penalty: 3234.567627
	Iteration 60F: 3 clusters Score -2458240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2458239.250000 Penalty: 3234.567627
	Iteration 61Q: 3 clusters Score -2458239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2458237.000000 Penalty: 3234.567627
	Iteration 62Q: 3 clusters Score -2458237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2458234.000000 Penalty: 3234.567627
	Iteration 63Q: 3 clusters Score -2458234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2458235.250000 Penalty: 3234.567627
	Iteration 64Q: 3 clusters Score -2458235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2458236.000000 Penalty: 3234.567627
	Iteration 65Q: 3 clusters Score -2458236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2458239.250000 Penalty: 3234.567627
	Iteration 66Q: 3 clusters Score -2458239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2458243.250000 Penalty: 3234.567627
	Iteration 67Q: 3 clusters Score -2458243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2458243.250000 Penalty: 3234.567627
	Iteration 68Q: 3 clusters Score -2458243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2458242.000000 Penalty: 3234.567627
	Iteration 69Q: 3 clusters Score -2458242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2458240.000000 Penalty: 3234.567627
	Iteration 70Q: 3 clusters Score -2458240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2458240.000000 Penalty: 3234.567627
	Iteration 71F: 3 clusters Score -2458240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Entering Unmasked Estep 
Score: -1486447.375000 Penalty: 1536.362793
	Iteration 0F: 2 clusters Score -1486447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1477521.750000 Penalty: 3072.725586
	Iteration 0F: 3 clusters Score -1477522 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1480591.000000 Penalty: 3072.725586
	Iteration 1F: 3 clusters Score -1480591 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1480904.000000 Penalty: 3072.725586
	Iteration 2F: 3 clusters Score -1480904 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1481190.375000 Penalty: 3072.725586
	Iteration 3Q: 3 clusters Score -1481190 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1481449.250000 Penalty: 3072.725586
	Iteration 4Q: 3 clusters Score -1481449 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1481693.250000 Penalty: 3072.725586
	Iteration 5Q: 3 clusters Score -1481693 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1481899.250000 Penalty: 3072.725586
	Iteration 6Q: 3 clusters Score -1481899 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1482137.750000 Penalty: 3072.725586
	Iteration 7Q: 3 clusters Score -1482138 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1482410.750000 Penalty: 3072.725586
	Iteration 8Q: 3 clusters Score -1482411 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1482704.875000 Penalty: 3072.725586
	Iteration 9Q: 3 clusters Score -1482705 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1483017.875000 Penalty: 3072.725586
	Iteration 10Q: 3 clusters Score -1483018 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1483339.875000 Penalty: 3072.725586
	Iteration 11Q: 3 clusters Score -1483340 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1483664.875000 Penalty: 3072.725586
	Iteration 12Q: 3 clusters Score -1483665 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1484000.500000 Penalty: 3072.725586
	Iteration 13Q: 3 clusters Score -1484000 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1484284.250000 Penalty: 3072.725586
	Iteration 14Q: 3 clusters Score -1484284 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1484471.375000 Penalty: 3072.725586
	Iteration 15Q: 3 clusters Score -1484471 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1484627.625000 Penalty: 3072.725586
	Iteration 16Q: 3 clusters Score -1484628 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1484742.125000 Penalty: 3072.725586
	Iteration 17Q: 3 clusters Score -1484742 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1484821.875000 Penalty: 3072.725586
	Iteration 18Q: 3 clusters Score -1484822 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1484883.625000 Penalty: 3072.725586
	Iteration 19Q: 3 clusters Score -1484884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1484936.125000 Penalty: 3072.725586
	Iteration 20F: 3 clusters Score -1484936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1484973.250000 Penalty: 3072.725586
	Iteration 21Q: 3 clusters Score -1484973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1485001.125000 Penalty: 3072.725586
	Iteration 22Q: 3 clusters Score -1485001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1485017.125000 Penalty: 3072.725586
	Iteration 23Q: 3 clusters Score -1485017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1485029.000000 Penalty: 3072.725586
	Iteration 24Q: 3 clusters Score -1485029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1485042.875000 Penalty: 3072.725586
	Iteration 25Q: 3 clusters Score -1485043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1485049.750000 Penalty: 3072.725586
	Iteration 26Q: 3 clusters Score -1485050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1485061.625000 Penalty: 3072.725586
	Iteration 27Q: 3 clusters Score -1485062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1485069.125000 Penalty: 3072.725586
	Iteration 28Q: 3 clusters Score -1485069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1485078.125000 Penalty: 3072.725586
	Iteration 29Q: 3 clusters Score -1485078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1485082.750000 Penalty: 3072.725586
	Iteration 30Q: 3 clusters Score -1485083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1485087.250000 Penalty: 3072.725586
	Iteration 31Q: 3 clusters Score -1485087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1485086.375000 Penalty: 3072.725586
	Iteration 32Q: 3 clusters Score -1485086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1485085.250000 Penalty: 3072.725586
	Iteration 33Q: 3 clusters Score -1485085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1485086.250000 Penalty: 3072.725586
	Iteration 34Q: 3 clusters Score -1485086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1485086.250000 Penalty: 3072.725586
	Iteration 35F: 3 clusters Score -1485086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -41670.914062 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -41670.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40810.882812 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -40810.88 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41022.230469 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -41022.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41093.050781 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -41093.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41134.031250 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -41134.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41183.777344 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -41183.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41217.597656 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -41217.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41235.437500 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -41235.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41252.839844 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -41252.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41275.925781 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -41275.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -41298.945312 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -41298.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41305.855469 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -41305.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -41307.894531 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -41307.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41308.734375 Penalty: 1964.626709
	Iteration 12Q: 3 clusters Score -41308.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41308.734375 Penalty: 1964.626709
	Iteration 13F: 3 clusters Score -41308.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (97571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Entering Unmasked Estep 
Score: -11406705.000000 Penalty: 1866.854492
	Iteration 0F: 2 clusters Score -1.14067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -11344714.000000 Penalty: 3733.708984
	Iteration 0F: 3 clusters Score -1.134471e+07 nChanged 46894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -11371965.000000 Penalty: 3733.708984
	Iteration 1F: 3 clusters Score -1.137196e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -11373187.000000 Penalty: 3733.708984
	Iteration 2Q: 3 clusters Score -1.137319e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -11375497.000000 Penalty: 3733.708984
	Iteration 3Q: 3 clusters Score -1.13755e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -11379405.000000 Penalty: 3733.708984
	Iteration 4F: 3 clusters Score -1.13794e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 74788 members 
Entering Unmasked Estep 
Score: -11385682.000000 Penalty: 3733.708984
	Iteration 5F: 3 clusters Score -1.138568e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 83104 members 
Entering Unmasked Estep 
Score: -11393282.000000 Penalty: 3733.708984
	Iteration 6F: 3 clusters Score -1.139328e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -11399339.000000 Penalty: 3733.708984
	Iteration 7F: 3 clusters Score -1.139934e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -11402796.000000 Penalty: 3733.708984
	Iteration 8Q: 3 clusters Score -1.14028e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 96429 members 
Entering Unmasked Estep 
Score: -11404173.000000 Penalty: 3733.708984
	Iteration 9Q: 3 clusters Score -1.140417e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -11404696.000000 Penalty: 3733.708984
	Iteration 10Q: 3 clusters Score -1.14047e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 97264 members 
Entering Unmasked Estep 
Score: -11404886.000000 Penalty: 3733.708984
	Iteration 11Q: 3 clusters Score -1.140489e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 97336 members 
Entering Unmasked Estep 
Score: -11404975.000000 Penalty: 3733.708984
	Iteration 12Q: 3 clusters Score -1.140498e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -11404998.000000 Penalty: 3733.708984
	Iteration 13Q: 3 clusters Score -1.1405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -11405036.000000 Penalty: 3733.708984
	Iteration 14Q: 3 clusters Score -1.140504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -11405033.000000 Penalty: 3733.708984
	Iteration 15Q: 3 clusters Score -1.140503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -11405042.000000 Penalty: 3733.708984
	Iteration 16Q: 3 clusters Score -1.140504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 97380 members 
Entering Unmasked Estep 
Score: -11405041.000000 Penalty: 3733.708984
	Iteration 17Q: 3 clusters Score -1.140504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 97382 members 
Entering Unmasked Estep 
Score: -11405051.000000 Penalty: 3733.708984
	Iteration 18Q: 3 clusters Score -1.140505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -11405052.000000 Penalty: 3733.708984
	Iteration 19Q: 3 clusters Score -1.140505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -11405061.000000 Penalty: 3733.708984
	Iteration 20F: 3 clusters Score -1.140506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -11405065.000000 Penalty: 3733.708984
	Iteration 21Q: 3 clusters Score -1.140506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -11405073.000000 Penalty: 3733.708984
	Iteration 22Q: 3 clusters Score -1.140507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -11405072.000000 Penalty: 3733.708984
	Iteration 23Q: 3 clusters Score -1.140507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -11405070.000000 Penalty: 3733.708984
	Iteration 24Q: 3 clusters Score -1.140507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -11405066.000000 Penalty: 3733.708984
	Iteration 25Q: 3 clusters Score -1.140507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -11405074.000000 Penalty: 3733.708984
	Iteration 26Q: 3 clusters Score -1.140507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -11405074.000000 Penalty: 3733.708984
	Iteration 27F: 3 clusters Score -1.140507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -197555.062500 Penalty: 1227.579346
	Iteration 0F: 2 clusters Score -197555.1 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 949 members 
Entering Unmasked Estep 
Score: -195540.640625 Penalty: 2455.158691
	Iteration 0F: 3 clusters Score -195540.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -196036.171875 Penalty: 2455.158691
	Iteration 1F: 3 clusters Score -196036.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -196162.921875 Penalty: 2455.158691
	Iteration 2F: 3 clusters Score -196162.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -196227.156250 Penalty: 2455.158691
	Iteration 3Q: 3 clusters Score -196227.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -196279.093750 Penalty: 2455.158691
	Iteration 4Q: 3 clusters Score -196279.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -196328.750000 Penalty: 2455.158691
	Iteration 5Q: 3 clusters Score -196328.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -196361.843750 Penalty: 2455.158691
	Iteration 6Q: 3 clusters Score -196361.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -196389.609375 Penalty: 2455.158691
	Iteration 7Q: 3 clusters Score -196389.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -196414.234375 Penalty: 2455.158691
	Iteration 8Q: 3 clusters Score -196414.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -196431.546875 Penalty: 2455.158691
	Iteration 9Q: 3 clusters Score -196431.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -196445.750000 Penalty: 2455.158691
	Iteration 10Q: 3 clusters Score -196445.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -196458.968750 Penalty: 2455.158691
	Iteration 11Q: 3 clusters Score -196459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -196464.906250 Penalty: 2455.158691
	Iteration 12Q: 3 clusters Score -196464.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -196470.046875 Penalty: 2455.158691
	Iteration 13Q: 3 clusters Score -196470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -196472.812500 Penalty: 2455.158691
	Iteration 14Q: 3 clusters Score -196472.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -196477.531250 Penalty: 2455.158691
	Iteration 15Q: 3 clusters Score -196477.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -196481.296875 Penalty: 2455.158691
	Iteration 16Q: 3 clusters Score -196481.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -196483.375000 Penalty: 2455.158691
	Iteration 17Q: 3 clusters Score -196483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -196483.359375 Penalty: 2455.158691
	Iteration 18Q: 3 clusters Score -196483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -196483.625000 Penalty: 2455.158691
	Iteration 19Q: 3 clusters Score -196483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -196484.625000 Penalty: 2455.158691
	Iteration 20F: 3 clusters Score -196484.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -196487.718750 Penalty: 2455.158691
	Iteration 21Q: 3 clusters Score -196487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -196491.750000 Penalty: 2455.158691
	Iteration 22Q: 3 clusters Score -196491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -196493.031250 Penalty: 2455.158691
	Iteration 23Q: 3 clusters Score -196493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -196496.531250 Penalty: 2455.158691
	Iteration 24Q: 3 clusters Score -196496.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -196501.859375 Penalty: 2455.158691
	Iteration 25Q: 3 clusters Score -196501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -196507.328125 Penalty: 2455.158691
	Iteration 26Q: 3 clusters Score -196507.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -196511.265625 Penalty: 2455.158691
	Iteration 27Q: 3 clusters Score -196511.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -196514.515625 Penalty: 2455.158691
	Iteration 28Q: 3 clusters Score -196514.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -196518.390625 Penalty: 2455.158691
	Iteration 29Q: 3 clusters Score -196518.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -196520.453125 Penalty: 2455.158691
	Iteration 30Q: 3 clusters Score -196520.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -196523.718750 Penalty: 2455.158691
	Iteration 31Q: 3 clusters Score -196523.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -196525.187500 Penalty: 2455.158691
	Iteration 32Q: 3 clusters Score -196525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -196526.343750 Penalty: 2455.158691
	Iteration 33Q: 3 clusters Score -196526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -196527.359375 Penalty: 2455.158691
	Iteration 34Q: 3 clusters Score -196527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -196527.812500 Penalty: 2455.158691
	Iteration 35Q: 3 clusters Score -196527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -196529.265625 Penalty: 2455.158691
	Iteration 36Q: 3 clusters Score -196529.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -196529.437500 Penalty: 2455.158691
	Iteration 37Q: 3 clusters Score -196529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -196530.078125 Penalty: 2455.158691
	Iteration 38Q: 3 clusters Score -196530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -196530.765625 Penalty: 2455.158691
	Iteration 39Q: 3 clusters Score -196530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -196530.765625 Penalty: 2455.158691
	Iteration 40F: 3 clusters Score -196530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Entering Unmasked Estep 
Score: -3027606.500000 Penalty: 1657.504883
	Iteration 0F: 2 clusters Score -3027606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3009357.500000 Penalty: 3315.009766
	Iteration 0F: 3 clusters Score -3009358 nChanged 12416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3016284.000000 Penalty: 3315.009766
	Iteration 1F: 3 clusters Score -3016284 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3016588.500000 Penalty: 3315.009766
	Iteration 2Q: 3 clusters Score -3016588 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3016872.250000 Penalty: 3315.009766
	Iteration 3Q: 3 clusters Score -3016872 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3017141.250000 Penalty: 3315.009766
	Iteration 4Q: 3 clusters Score -3017141 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3017426.250000 Penalty: 3315.009766
	Iteration 5Q: 3 clusters Score -3017426 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3017746.000000 Penalty: 3315.009766
	Iteration 6Q: 3 clusters Score -3017746 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3018170.500000 Penalty: 3315.009766
	Iteration 7Q: 3 clusters Score -3018170 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3018670.500000 Penalty: 3315.009766
	Iteration 8Q: 3 clusters Score -3018670 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3019298.000000 Penalty: 3315.009766
	Iteration 9Q: 3 clusters Score -3019298 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3020045.500000 Penalty: 3315.009766
	Iteration 10Q: 3 clusters Score -3020046 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3020803.000000 Penalty: 3315.009766
	Iteration 11Q: 3 clusters Score -3020803 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3021388.750000 Penalty: 3315.009766
	Iteration 12Q: 3 clusters Score -3021389 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3021781.500000 Penalty: 3315.009766
	Iteration 13Q: 3 clusters Score -3021782 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3021989.250000 Penalty: 3315.009766
	Iteration 14Q: 3 clusters Score -3021989 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3022134.500000 Penalty: 3315.009766
	Iteration 15Q: 3 clusters Score -3022134 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3022283.000000 Penalty: 3315.009766
	Iteration 16Q: 3 clusters Score -3022283 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -3022400.750000 Penalty: 3315.009766
	Iteration 17Q: 3 clusters Score -3022401 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3022554.750000 Penalty: 3315.009766
	Iteration 18Q: 3 clusters Score -3022555 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3022688.000000 Penalty: 3315.009766
	Iteration 19Q: 3 clusters Score -3022688 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3022852.500000 Penalty: 3315.009766
	Iteration 20F: 3 clusters Score -3022852 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3023070.500000 Penalty: 3315.009766
	Iteration 21Q: 3 clusters Score -3023070 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3023319.500000 Penalty: 3315.009766
	Iteration 22Q: 3 clusters Score -3023320 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3023615.250000 Penalty: 3315.009766
	Iteration 23Q: 3 clusters Score -3023615 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3023906.750000 Penalty: 3315.009766
	Iteration 24Q: 3 clusters Score -3023907 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3024264.250000 Penalty: 3315.009766
	Iteration 25Q: 3 clusters Score -3024264 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3024588.500000 Penalty: 3315.009766
	Iteration 26Q: 3 clusters Score -3024588 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3024864.250000 Penalty: 3315.009766
	Iteration 27Q: 3 clusters Score -3024864 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3025109.500000 Penalty: 3315.009766
	Iteration 28Q: 3 clusters Score -3025110 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3025294.000000 Penalty: 3315.009766
	Iteration 29Q: 3 clusters Score -3025294 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3025438.250000 Penalty: 3315.009766
	Iteration 30Q: 3 clusters Score -3025438 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3025543.750000 Penalty: 3315.009766
	Iteration 31Q: 3 clusters Score -3025544 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3025659.000000 Penalty: 3315.009766
	Iteration 32Q: 3 clusters Score -3025659 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3025715.250000 Penalty: 3315.009766
	Iteration 33Q: 3 clusters Score -3025715 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3025749.750000 Penalty: 3315.009766
	Iteration 34Q: 3 clusters Score -3025750 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3025773.000000 Penalty: 3315.009766
	Iteration 35Q: 3 clusters Score -3025773 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3025807.250000 Penalty: 3315.009766
	Iteration 36Q: 3 clusters Score -3025807 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3025818.250000 Penalty: 3315.009766
	Iteration 37Q: 3 clusters Score -3025818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3025842.750000 Penalty: 3315.009766
	Iteration 38Q: 3 clusters Score -3025843 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3025858.500000 Penalty: 3315.009766
	Iteration 39Q: 3 clusters Score -3025858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3025876.000000 Penalty: 3315.009766
	Iteration 40F: 3 clusters Score -3025876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3025878.250000 Penalty: 3315.009766
	Iteration 41Q: 3 clusters Score -3025878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3025891.250000 Penalty: 3315.009766
	Iteration 42Q: 3 clusters Score -3025891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3025900.000000 Penalty: 3315.009766
	Iteration 43Q: 3 clusters Score -3025900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3025896.000000 Penalty: 3315.009766
	Iteration 44Q: 3 clusters Score -3025896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3025899.750000 Penalty: 3315.009766
	Iteration 45Q: 3 clusters Score -3025900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3025902.250000 Penalty: 3315.009766
	Iteration 46Q: 3 clusters Score -3025902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3025908.250000 Penalty: 3315.009766
	Iteration 47Q: 3 clusters Score -3025908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3025906.250000 Penalty: 3315.009766
	Iteration 48Q: 3 clusters Score -3025906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3025906.750000 Penalty: 3315.009766
	Iteration 49Q: 3 clusters Score -3025907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3025905.750000 Penalty: 3315.009766
	Iteration 50Q: 3 clusters Score -3025906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3025903.250000 Penalty: 3315.009766
	Iteration 51Q: 3 clusters Score -3025903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3025909.750000 Penalty: 3315.009766
	Iteration 52Q: 3 clusters Score -3025910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3025910.000000 Penalty: 3315.009766
	Iteration 53Q: 3 clusters Score -3025910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3025909.000000 Penalty: 3315.009766
	Iteration 54Q: 3 clusters Score -3025909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3025906.250000 Penalty: 3315.009766
	Iteration 55Q: 3 clusters Score -3025906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3025908.500000 Penalty: 3315.009766
	Iteration 56Q: 3 clusters Score -3025908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3025907.250000 Penalty: 3315.009766
	Iteration 57Q: 3 clusters Score -3025907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3025907.750000 Penalty: 3315.009766
	Iteration 58Q: 3 clusters Score -3025908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3025907.000000 Penalty: 3315.009766
	Iteration 59Q: 3 clusters Score -3025907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3025906.750000 Penalty: 3315.009766
	Iteration 60F: 3 clusters Score -3025907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3025907.500000 Penalty: 3315.009766
	Iteration 61Q: 3 clusters Score -3025908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3025908.500000 Penalty: 3315.009766
	Iteration 62Q: 3 clusters Score -3025908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3025908.250000 Penalty: 3315.009766
	Iteration 63Q: 3 clusters Score -3025908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3025906.250000 Penalty: 3315.009766
	Iteration 64Q: 3 clusters Score -3025906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3025906.250000 Penalty: 3315.009766
	Iteration 65Q: 3 clusters Score -3025906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3025906.250000 Penalty: 3315.009766
	Iteration 66F: 3 clusters Score -3025906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Entering Unmasked Estep 
Score: -1416978.750000 Penalty: 1531.557251
	Iteration 0F: 2 clusters Score -1416979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1408229.250000 Penalty: 3063.114502
	Iteration 0F: 3 clusters Score -1408229 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1411315.375000 Penalty: 3063.114502
	Iteration 1F: 3 clusters Score -1411315 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1411752.500000 Penalty: 3063.114502
	Iteration 2F: 3 clusters Score -1411752 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1412296.625000 Penalty: 3063.114502
	Iteration 3F: 3 clusters Score -1412297 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1412904.375000 Penalty: 3063.114502
	Iteration 4F: 3 clusters Score -1412904 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1413512.625000 Penalty: 3063.114502
	Iteration 5F: 3 clusters Score -1413513 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1414053.000000 Penalty: 3063.114502
	Iteration 6F: 3 clusters Score -1414053 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1414534.625000 Penalty: 3063.114502
	Iteration 7F: 3 clusters Score -1414535 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1414949.375000 Penalty: 3063.114502
	Iteration 8Q: 3 clusters Score -1414949 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1415274.625000 Penalty: 3063.114502
	Iteration 9Q: 3 clusters Score -1415275 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1415548.875000 Penalty: 3063.114502
	Iteration 10Q: 3 clusters Score -1415549 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1415795.375000 Penalty: 3063.114502
	Iteration 11Q: 3 clusters Score -1415795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1416004.375000 Penalty: 3063.114502
	Iteration 12Q: 3 clusters Score -1416004 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1416187.375000 Penalty: 3063.114502
	Iteration 13Q: 3 clusters Score -1416187 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1416365.250000 Penalty: 3063.114502
	Iteration 14Q: 3 clusters Score -1416365 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1416521.125000 Penalty: 3063.114502
	Iteration 15Q: 3 clusters Score -1416521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1416604.125000 Penalty: 3063.114502
	Iteration 16Q: 3 clusters Score -1416604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1416649.625000 Penalty: 3063.114502
	Iteration 17Q: 3 clusters Score -1416650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1416664.250000 Penalty: 3063.114502
	Iteration 18Q: 3 clusters Score -1416664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1416674.875000 Penalty: 3063.114502
	Iteration 19Q: 3 clusters Score -1416675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1416679.875000 Penalty: 3063.114502
	Iteration 20F: 3 clusters Score -1416680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1416684.250000 Penalty: 3063.114502
	Iteration 21Q: 3 clusters Score -1416684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1416684.875000 Penalty: 3063.114502
	Iteration 22Q: 3 clusters Score -1416685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1416684.875000 Penalty: 3063.114502
	Iteration 23Q: 3 clusters Score -1416685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1416685.875000 Penalty: 3063.114502
	Iteration 24Q: 3 clusters Score -1416686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1416688.375000 Penalty: 3063.114502
	Iteration 25Q: 3 clusters Score -1416688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1416690.375000 Penalty: 3063.114502
	Iteration 26Q: 3 clusters Score -1416690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1416689.750000 Penalty: 3063.114502
	Iteration 27Q: 3 clusters Score -1416690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1416689.750000 Penalty: 3063.114502
	Iteration 28F: 3 clusters Score -1416690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Entering Unmasked Estep 
Score: -1654962.625000 Penalty: 1554.096436
	Iteration 0F: 2 clusters Score -1654963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1645047.000000 Penalty: 3108.192871
	Iteration 0F: 3 clusters Score -1645047 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1648459.125000 Penalty: 3108.192871
	Iteration 1F: 3 clusters Score -1648459 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1648772.125000 Penalty: 3108.192871
	Iteration 2F: 3 clusters Score -1648772 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1649024.250000 Penalty: 3108.192871
	Iteration 3Q: 3 clusters Score -1649024 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1649233.875000 Penalty: 3108.192871
	Iteration 4Q: 3 clusters Score -1649234 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1649443.750000 Penalty: 3108.192871
	Iteration 5Q: 3 clusters Score -1649444 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1649642.625000 Penalty: 3108.192871
	Iteration 6Q: 3 clusters Score -1649643 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1649920.500000 Penalty: 3108.192871
	Iteration 7Q: 3 clusters Score -1649920 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1650283.375000 Penalty: 3108.192871
	Iteration 8Q: 3 clusters Score -1650283 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1650731.125000 Penalty: 3108.192871
	Iteration 9Q: 3 clusters Score -1650731 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1651176.125000 Penalty: 3108.192871
	Iteration 10Q: 3 clusters Score -1651176 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1651502.750000 Penalty: 3108.192871
	Iteration 11Q: 3 clusters Score -1651503 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1651718.750000 Penalty: 3108.192871
	Iteration 12Q: 3 clusters Score -1651719 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1651835.500000 Penalty: 3108.192871
	Iteration 13Q: 3 clusters Score -1651836 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1651930.250000 Penalty: 3108.192871
	Iteration 14Q: 3 clusters Score -1651930 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1652016.250000 Penalty: 3108.192871
	Iteration 15Q: 3 clusters Score -1652016 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1652109.750000 Penalty: 3108.192871
	Iteration 16Q: 3 clusters Score -1652110 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1652201.500000 Penalty: 3108.192871
	Iteration 17Q: 3 clusters Score -1652202 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1652292.375000 Penalty: 3108.192871
	Iteration 18Q: 3 clusters Score -1652292 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1652395.000000 Penalty: 3108.192871
	Iteration 19Q: 3 clusters Score -1652395 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1652506.375000 Penalty: 3108.192871
	Iteration 20F: 3 clusters Score -1652506 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1652603.750000 Penalty: 3108.192871
	Iteration 21Q: 3 clusters Score -1652604 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1652714.625000 Penalty: 3108.192871
	Iteration 22Q: 3 clusters Score -1652715 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1652818.250000 Penalty: 3108.192871
	Iteration 23Q: 3 clusters Score -1652818 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1652909.000000 Penalty: 3108.192871
	Iteration 24Q: 3 clusters Score -1652909 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1653010.625000 Penalty: 3108.192871
	Iteration 25Q: 3 clusters Score -1653011 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1653113.625000 Penalty: 3108.192871
	Iteration 26Q: 3 clusters Score -1653114 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1653211.500000 Penalty: 3108.192871
	Iteration 27Q: 3 clusters Score -1653212 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1653300.250000 Penalty: 3108.192871
	Iteration 28Q: 3 clusters Score -1653300 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1653373.250000 Penalty: 3108.192871
	Iteration 29Q: 3 clusters Score -1653373 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1653416.375000 Penalty: 3108.192871
	Iteration 30Q: 3 clusters Score -1653416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1653455.375000 Penalty: 3108.192871
	Iteration 31Q: 3 clusters Score -1653455 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1653497.000000 Penalty: 3108.192871
	Iteration 32Q: 3 clusters Score -1653497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1653527.375000 Penalty: 3108.192871
	Iteration 33Q: 3 clusters Score -1653527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1653547.500000 Penalty: 3108.192871
	Iteration 34Q: 3 clusters Score -1653548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1653558.500000 Penalty: 3108.192871
	Iteration 35Q: 3 clusters Score -1653558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1653572.625000 Penalty: 3108.192871
	Iteration 36Q: 3 clusters Score -1653573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1653580.875000 Penalty: 3108.192871
	Iteration 37Q: 3 clusters Score -1653581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1653591.125000 Penalty: 3108.192871
	Iteration 38Q: 3 clusters Score -1653591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1653601.500000 Penalty: 3108.192871
	Iteration 39Q: 3 clusters Score -1653602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1653609.000000 Penalty: 3108.192871
	Iteration 40F: 3 clusters Score -1653609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1653615.250000 Penalty: 3108.192871
	Iteration 41Q: 3 clusters Score -1653615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1653617.875000 Penalty: 3108.192871
	Iteration 42Q: 3 clusters Score -1653618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1653618.625000 Penalty: 3108.192871
	Iteration 43Q: 3 clusters Score -1653619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1653616.750000 Penalty: 3108.192871
	Iteration 44Q: 3 clusters Score -1653617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1653615.125000 Penalty: 3108.192871
	Iteration 45Q: 3 clusters Score -1653615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1653614.375000 Penalty: 3108.192871
	Iteration 46Q: 3 clusters Score -1653614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1653617.375000 Penalty: 3108.192871
	Iteration 47Q: 3 clusters Score -1653617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1653618.875000 Penalty: 3108.192871
	Iteration 48Q: 3 clusters Score -1653619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1653624.000000 Penalty: 3108.192871
	Iteration 49Q: 3 clusters Score -1653624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1653622.125000 Penalty: 3108.192871
	Iteration 50Q: 3 clusters Score -1653622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1653622.750000 Penalty: 3108.192871
	Iteration 51Q: 3 clusters Score -1653623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1653622.125000 Penalty: 3108.192871
	Iteration 52Q: 3 clusters Score -1653622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1653623.125000 Penalty: 3108.192871
	Iteration 53Q: 3 clusters Score -1653623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1653625.000000 Penalty: 3108.192871
	Iteration 54Q: 3 clusters Score -1653625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1653626.750000 Penalty: 3108.192871
	Iteration 55Q: 3 clusters Score -1653627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1653626.750000 Penalty: 3108.192871
	Iteration 56F: 3 clusters Score -1653627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133916 members 
Entering Unmasked Estep 
Score: -15401907.000000 Penalty: 1918.307251
	Iteration 0F: 2 clusters Score -1.540191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -15317756.000000 Penalty: 3836.614502
	Iteration 0F: 3 clusters Score -1.531776e+07 nChanged 64817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -15355290.000000 Penalty: 3836.614502
	Iteration 1F: 3 clusters Score -1.535529e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -15356008.000000 Penalty: 3836.614502
	Iteration 2Q: 3 clusters Score -1.535601e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -15357143.000000 Penalty: 3836.614502
	Iteration 3Q: 3 clusters Score -1.535714e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
Score: -15359026.000000 Penalty: 3836.614502
	Iteration 4Q: 3 clusters Score -1.535903e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -15362955.000000 Penalty: 3836.614502
	Iteration 5F: 3 clusters Score -1.536296e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 96831 members 
Entering Unmasked Estep 
Score: -15369929.000000 Penalty: 3836.614502
	Iteration 6F: 3 clusters Score -1.536993e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 109310 members 
Entering Unmasked Estep 
Score: -15380703.000000 Penalty: 3836.614502
	Iteration 7F: 3 clusters Score -1.53807e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 121659 members 
Entering Unmasked Estep 
Score: -15391341.000000 Penalty: 3836.614502
	Iteration 8F: 3 clusters Score -1.539134e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 129698 members 
Entering Unmasked Estep 
Score: -15397311.000000 Penalty: 3836.614502
	Iteration 9F: 3 clusters Score -1.539731e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 132802 members 
Entering Unmasked Estep 
Score: -15399457.000000 Penalty: 3836.614502
	Iteration 10Q: 3 clusters Score -1.539946e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 133559 members 
Entering Unmasked Estep 
Score: -15399911.000000 Penalty: 3836.614502
	Iteration 11Q: 3 clusters Score -1.539991e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 133703 members 
Entering Unmasked Estep 
Score: -15400066.000000 Penalty: 3836.614502
	Iteration 12Q: 3 clusters Score -1.540007e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 133742 members 
Entering Unmasked Estep 
Score: -15400132.000000 Penalty: 3836.614502
	Iteration 13Q: 3 clusters Score -1.540013e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 133759 members 
Entering Unmasked Estep 
Score: -15400176.000000 Penalty: 3836.614502
	Iteration 14Q: 3 clusters Score -1.540018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 133765 members 
Entering Unmasked Estep 
Score: -15400185.000000 Penalty: 3836.614502
	Iteration 15Q: 3 clusters Score -1.540018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133770 members 
Entering Unmasked Estep 
Score: -15400210.000000 Penalty: 3836.614502
	Iteration 16Q: 3 clusters Score -1.540021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133778 members 
Entering Unmasked Estep 
Score: -15400225.000000 Penalty: 3836.614502
	Iteration 17Q: 3 clusters Score -1.540022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 133779 members 
Entering Unmasked Estep 
Score: -15400229.000000 Penalty: 3836.614502
	Iteration 18Q: 3 clusters Score -1.540023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133780 members 
Entering Unmasked Estep 
Score: -15400238.000000 Penalty: 3836.614502
	Iteration 19Q: 3 clusters Score -1.540024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 133781 members 
Entering Unmasked Estep 
Score: -15400235.000000 Penalty: 3836.614502
	Iteration 20F: 3 clusters Score -1.540024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -45858.277344 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -45858.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44844.726562 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -44844.73 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44974.199219 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -44974.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45021.175781 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -45021.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45063.281250 Penalty: 1987.664917
	Iteration 3Q: 3 clusters Score -45063.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45117.976562 Penalty: 1987.664917
	Iteration 4F: 3 clusters Score -45117.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45146.164062 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -45146.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45166.902344 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -45166.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45178.472656 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -45178.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45183.113281 Penalty: 1987.664917
	Iteration 8Q: 3 clusters Score -45183.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45189.644531 Penalty: 1987.664917
	Iteration 9Q: 3 clusters Score -45189.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45193.253906 Penalty: 1987.664917
	Iteration 10Q: 3 clusters Score -45193.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45193.656250 Penalty: 1987.664917
	Iteration 11Q: 3 clusters Score -45193.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45193.656250 Penalty: 1987.664917
	Iteration 12F: 3 clusters Score -45193.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -116103.984375 Penalty: 1125.089722
	Iteration 0F: 2 clusters Score -116104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114681.601562 Penalty: 2250.179443
	Iteration 0F: 3 clusters Score -114681.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -114949.046875 Penalty: 2250.179443
	Iteration 1F: 3 clusters Score -114949 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -115030.320312 Penalty: 2250.179443
	Iteration 2F: 3 clusters Score -115030.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -115061.578125 Penalty: 2250.179443
	Iteration 3Q: 3 clusters Score -115061.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -115074.796875 Penalty: 2250.179443
	Iteration 4Q: 3 clusters Score -115074.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115089.210938 Penalty: 2250.179443
	Iteration 5Q: 3 clusters Score -115089.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115094.976562 Penalty: 2250.179443
	Iteration 6Q: 3 clusters Score -115095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -115099.562500 Penalty: 2250.179443
	Iteration 7Q: 3 clusters Score -115099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115105.046875 Penalty: 2250.179443
	Iteration 8Q: 3 clusters Score -115105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115110.554688 Penalty: 2250.179443
	Iteration 9Q: 3 clusters Score -115110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -115114.781250 Penalty: 2250.179443
	Iteration 10Q: 3 clusters Score -115114.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115121.523438 Penalty: 2250.179443
	Iteration 11Q: 3 clusters Score -115121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -115129.101562 Penalty: 2250.179443
	Iteration 12Q: 3 clusters Score -115129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115131.984375 Penalty: 2250.179443
	Iteration 13Q: 3 clusters Score -115132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115136.484375 Penalty: 2250.179443
	Iteration 14Q: 3 clusters Score -115136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -115137.210938 Penalty: 2250.179443
	Iteration 15Q: 3 clusters Score -115137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -115137.210938 Penalty: 2250.179443
	Iteration 16F: 3 clusters Score -115137.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Entering Unmasked Estep 
Score: -395229.437500 Penalty: 1323.604736
	Iteration 0F: 2 clusters Score -395229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -392198.031250 Penalty: 2647.209473
	Iteration 0F: 3 clusters Score -392198 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -392981.968750 Penalty: 2647.209473
	Iteration 1F: 3 clusters Score -392982 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -393198.406250 Penalty: 2647.209473
	Iteration 2F: 3 clusters Score -393198.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -393319.593750 Penalty: 2647.209473
	Iteration 3F: 3 clusters Score -393319.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -393406.812500 Penalty: 2647.209473
	Iteration 4Q: 3 clusters Score -393406.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -393492.250000 Penalty: 2647.209473
	Iteration 5Q: 3 clusters Score -393492.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -393590.437500 Penalty: 2647.209473
	Iteration 6Q: 3 clusters Score -393590.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -393661.343750 Penalty: 2647.209473
	Iteration 7Q: 3 clusters Score -393661.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -393739.187500 Penalty: 2647.209473
	Iteration 8Q: 3 clusters Score -393739.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -393817.343750 Penalty: 2647.209473
	Iteration 9Q: 3 clusters Score -393817.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -393879.812500 Penalty: 2647.209473
	Iteration 10Q: 3 clusters Score -393879.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -393946.187500 Penalty: 2647.209473
	Iteration 11Q: 3 clusters Score -393946.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -393998.906250 Penalty: 2647.209473
	Iteration 12Q: 3 clusters Score -393998.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -394058.562500 Penalty: 2647.209473
	Iteration 13Q: 3 clusters Score -394058.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -394129.656250 Penalty: 2647.209473
	Iteration 14Q: 3 clusters Score -394129.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -394182.125000 Penalty: 2647.209473
	Iteration 15Q: 3 clusters Score -394182.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -394214.343750 Penalty: 2647.209473
	Iteration 16Q: 3 clusters Score -394214.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -394237.656250 Penalty: 2647.209473
	Iteration 17Q: 3 clusters Score -394237.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -394260.781250 Penalty: 2647.209473
	Iteration 18Q: 3 clusters Score -394260.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -394275.125000 Penalty: 2647.209473
	Iteration 19Q: 3 clusters Score -394275.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -394285.218750 Penalty: 2647.209473
	Iteration 20F: 3 clusters Score -394285.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -394294.218750 Penalty: 2647.209473
	Iteration 21Q: 3 clusters Score -394294.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -394309.000000 Penalty: 2647.209473
	Iteration 22Q: 3 clusters Score -394309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -394321.812500 Penalty: 2647.209473
	Iteration 23Q: 3 clusters Score -394321.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -394335.812500 Penalty: 2647.209473
	Iteration 24Q: 3 clusters Score -394335.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -394344.031250 Penalty: 2647.209473
	Iteration 25Q: 3 clusters Score -394344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -394350.156250 Penalty: 2647.209473
	Iteration 26Q: 3 clusters Score -394350.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -394356.000000 Penalty: 2647.209473
	Iteration 27Q: 3 clusters Score -394356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -394359.937500 Penalty: 2647.209473
	Iteration 28Q: 3 clusters Score -394359.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -394363.968750 Penalty: 2647.209473
	Iteration 29Q: 3 clusters Score -394364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -394367.656250 Penalty: 2647.209473
	Iteration 30Q: 3 clusters Score -394367.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -394371.906250 Penalty: 2647.209473
	Iteration 31Q: 3 clusters Score -394371.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -394373.562500 Penalty: 2647.209473
	Iteration 32Q: 3 clusters Score -394373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -394375.375000 Penalty: 2647.209473
	Iteration 33Q: 3 clusters Score -394375.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -394377.593750 Penalty: 2647.209473
	Iteration 34Q: 3 clusters Score -394377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -394378.562500 Penalty: 2647.209473
	Iteration 35Q: 3 clusters Score -394378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -394379.125000 Penalty: 2647.209473
	Iteration 36Q: 3 clusters Score -394379.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -394380.093750 Penalty: 2647.209473
	Iteration 37Q: 3 clusters Score -394380.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -394385.500000 Penalty: 2647.209473
	Iteration 38Q: 3 clusters Score -394385.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -394389.968750 Penalty: 2647.209473
	Iteration 39Q: 3 clusters Score -394390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -394392.718750 Penalty: 2647.209473
	Iteration 40F: 3 clusters Score -394392.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -394393.656250 Penalty: 2647.209473
	Iteration 41Q: 3 clusters Score -394393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -394396.031250 Penalty: 2647.209473
	Iteration 42Q: 3 clusters Score -394396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -394397.281250 Penalty: 2647.209473
	Iteration 43Q: 3 clusters Score -394397.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -394399.468750 Penalty: 2647.209473
	Iteration 44Q: 3 clusters Score -394399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -394400.781250 Penalty: 2647.209473
	Iteration 45Q: 3 clusters Score -394400.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -394402.500000 Penalty: 2647.209473
	Iteration 46Q: 3 clusters Score -394402.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -394404.156250 Penalty: 2647.209473
	Iteration 47Q: 3 clusters Score -394404.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -394405.343750 Penalty: 2647.209473
	Iteration 48Q: 3 clusters Score -394405.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -394405.750000 Penalty: 2647.209473
	Iteration 49Q: 3 clusters Score -394405.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -394405.750000 Penalty: 2647.209473
	Iteration 50F: 3 clusters Score -394405.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (115519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115519 members 
Entering Unmasked Estep 
Score: -13531398.000000 Penalty: 1894.293457
	Iteration 0F: 2 clusters Score -1.35314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -13460605.000000 Penalty: 3788.586914
	Iteration 0F: 3 clusters Score -1.34606e+07 nChanged 55388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -13492536.000000 Penalty: 3788.586914
	Iteration 1F: 3 clusters Score -1.349254e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -13493122.000000 Penalty: 3788.586914
	Iteration 2Q: 3 clusters Score -1.349312e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -13493906.000000 Penalty: 3788.586914
	Iteration 3Q: 3 clusters Score -1.349391e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -13494819.000000 Penalty: 3788.586914
	Iteration 4Q: 3 clusters Score -1.349482e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 65638 members 
Entering Unmasked Estep 
Score: -13496383.000000 Penalty: 3788.586914
	Iteration 5Q: 3 clusters Score -1.349638e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 69694 members 
Entering Unmasked Estep 
Score: -13498866.000000 Penalty: 3788.586914
	Iteration 6Q: 3 clusters Score -1.349887e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -13502583.000000 Penalty: 3788.586914
	Iteration 7F: 3 clusters Score -1.350258e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -13507419.000000 Penalty: 3788.586914
	Iteration 8F: 3 clusters Score -1.350742e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -13512500.000000 Penalty: 3788.586914
	Iteration 9F: 3 clusters Score -1.35125e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 92149 members 
Entering Unmasked Estep 
Score: -13516923.000000 Penalty: 3788.586914
	Iteration 10F: 3 clusters Score -1.351692e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -13520054.000000 Penalty: 3788.586914
	Iteration 11Q: 3 clusters Score -1.352005e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -13522156.000000 Penalty: 3788.586914
	Iteration 12Q: 3 clusters Score -1.352216e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -13523211.000000 Penalty: 3788.586914
	Iteration 13Q: 3 clusters Score -1.352321e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -13523816.000000 Penalty: 3788.586914
	Iteration 14Q: 3 clusters Score -1.352382e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 99907 members 
Entering Unmasked Estep 
Score: -13524228.000000 Penalty: 3788.586914
	Iteration 15Q: 3 clusters Score -1.352423e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -13524809.000000 Penalty: 3788.586914
	Iteration 16Q: 3 clusters Score -1.352481e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 101460 members 
Entering Unmasked Estep 
Score: -13525380.000000 Penalty: 3788.586914
	Iteration 17Q: 3 clusters Score -1.352538e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 102204 members 
Entering Unmasked Estep 
Score: -13525844.000000 Penalty: 3788.586914
	Iteration 18Q: 3 clusters Score -1.352584e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 102976 members 
Entering Unmasked Estep 
Score: -13526232.000000 Penalty: 3788.586914
	Iteration 19Q: 3 clusters Score -1.352623e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 103712 members 
Entering Unmasked Estep 
Score: -13526611.000000 Penalty: 3788.586914
	Iteration 20F: 3 clusters Score -1.352661e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -13526951.000000 Penalty: 3788.586914
	Iteration 21Q: 3 clusters Score -1.352695e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 105200 members 
Entering Unmasked Estep 
Score: -13527216.000000 Penalty: 3788.586914
	Iteration 22Q: 3 clusters Score -1.352722e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 105985 members 
Entering Unmasked Estep 
Score: -13527567.000000 Penalty: 3788.586914
	Iteration 23Q: 3 clusters Score -1.352757e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -13527865.000000 Penalty: 3788.586914
	Iteration 24Q: 3 clusters Score -1.352786e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 107486 members 
Entering Unmasked Estep 
Score: -13528112.000000 Penalty: 3788.586914
	Iteration 25Q: 3 clusters Score -1.352811e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 108217 members 
Entering Unmasked Estep 
Score: -13528472.000000 Penalty: 3788.586914
	Iteration 26Q: 3 clusters Score -1.352847e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 108915 members 
Entering Unmasked Estep 
Score: -13528730.000000 Penalty: 3788.586914
	Iteration 27Q: 3 clusters Score -1.352873e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 109551 members 
Entering Unmasked Estep 
Score: -13528910.000000 Penalty: 3788.586914
	Iteration 28Q: 3 clusters Score -1.352891e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 110128 members 
Entering Unmasked Estep 
Score: -13529080.000000 Penalty: 3788.586914
	Iteration 29Q: 3 clusters Score -1.352908e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -13529166.000000 Penalty: 3788.586914
	Iteration 30Q: 3 clusters Score -1.352917e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 111101 members 
Entering Unmasked Estep 
Score: -13529308.000000 Penalty: 3788.586914
	Iteration 31Q: 3 clusters Score -1.352931e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 111513 members 
Entering Unmasked Estep 
Score: -13529333.000000 Penalty: 3788.586914
	Iteration 32Q: 3 clusters Score -1.352933e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 111877 members 
Entering Unmasked Estep 
Score: -13529410.000000 Penalty: 3788.586914
	Iteration 33Q: 3 clusters Score -1.352941e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -13529498.000000 Penalty: 3788.586914
	Iteration 34Q: 3 clusters Score -1.35295e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 112481 members 
Entering Unmasked Estep 
Score: -13529559.000000 Penalty: 3788.586914
	Iteration 35Q: 3 clusters Score -1.352956e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 112738 members 
Entering Unmasked Estep 
Score: -13529656.000000 Penalty: 3788.586914
	Iteration 36Q: 3 clusters Score -1.352966e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 112971 members 
Entering Unmasked Estep 
Score: -13529687.000000 Penalty: 3788.586914
	Iteration 37Q: 3 clusters Score -1.352969e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 113164 members 
Entering Unmasked Estep 
Score: -13529722.000000 Penalty: 3788.586914
	Iteration 38Q: 3 clusters Score -1.352972e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 113326 members 
Entering Unmasked Estep 
Score: -13529757.000000 Penalty: 3788.586914
	Iteration 39Q: 3 clusters Score -1.352976e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 113474 members 
Entering Unmasked Estep 
Score: -13529776.000000 Penalty: 3788.586914
	Iteration 40F: 3 clusters Score -1.352978e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 113601 members 
Entering Unmasked Estep 
Score: -13529773.000000 Penalty: 3788.586914
	Iteration 41Q: 3 clusters Score -1.352977e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -13529763.000000 Penalty: 3788.586914
	Iteration 42Q: 3 clusters Score -1.352976e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -13529787.000000 Penalty: 3788.586914
	Iteration 43Q: 3 clusters Score -1.352979e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 113911 members 
Entering Unmasked Estep 
Score: -13529812.000000 Penalty: 3788.586914
	Iteration 44Q: 3 clusters Score -1.352981e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 114004 members 
Entering Unmasked Estep 
Score: -13529846.000000 Penalty: 3788.586914
	Iteration 45Q: 3 clusters Score -1.352985e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 114083 members 
Entering Unmasked Estep 
Score: -13529868.000000 Penalty: 3788.586914
	Iteration 46Q: 3 clusters Score -1.352987e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 114142 members 
Entering Unmasked Estep 
Score: -13529851.000000 Penalty: 3788.586914
	Iteration 47Q: 3 clusters Score -1.352985e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 114209 members 
Entering Unmasked Estep 
Score: -13529861.000000 Penalty: 3788.586914
	Iteration 48Q: 3 clusters Score -1.352986e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 114267 members 
Entering Unmasked Estep 
Score: -13529869.000000 Penalty: 3788.586914
	Iteration 49Q: 3 clusters Score -1.352987e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -13529886.000000 Penalty: 3788.586914
	Iteration 50Q: 3 clusters Score -1.352989e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 114342 members 
Entering Unmasked Estep 
Score: -13529903.000000 Penalty: 3788.586914
	Iteration 51Q: 3 clusters Score -1.35299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -13529895.000000 Penalty: 3788.586914
	Iteration 52Q: 3 clusters Score -1.35299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 114378 members 
Entering Unmasked Estep 
Score: -13529902.000000 Penalty: 3788.586914
	Iteration 53Q: 3 clusters Score -1.35299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -13529891.000000 Penalty: 3788.586914
	Iteration 54Q: 3 clusters Score -1.352989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 114399 members 
Entering Unmasked Estep 
Score: -13529895.000000 Penalty: 3788.586914
	Iteration 55Q: 3 clusters Score -1.35299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 114403 members 
Entering Unmasked Estep 
Score: -13529888.000000 Penalty: 3788.586914
	Iteration 56Q: 3 clusters Score -1.352989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 114409 members 
Entering Unmasked Estep 
Score: -13529889.000000 Penalty: 3788.586914
	Iteration 57Q: 3 clusters Score -1.352989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 114415 members 
Entering Unmasked Estep 
Score: -13529896.000000 Penalty: 3788.586914
	Iteration 58Q: 3 clusters Score -1.35299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 114424 members 
Entering Unmasked Estep 
Score: -13529885.000000 Penalty: 3788.586914
	Iteration 59Q: 3 clusters Score -1.352988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 114436 members 
Entering Unmasked Estep 
Score: -13529886.000000 Penalty: 3788.586914
	Iteration 60F: 3 clusters Score -1.352989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 114443 members 
Entering Unmasked Estep 
Score: -13529891.000000 Penalty: 3788.586914
	Iteration 61Q: 3 clusters Score -1.352989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -13529894.000000 Penalty: 3788.586914
	Iteration 62Q: 3 clusters Score -1.352989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 114455 members 
Entering Unmasked Estep 
Score: -13529896.000000 Penalty: 3788.586914
	Iteration 63Q: 3 clusters Score -1.35299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 114463 members 
Entering Unmasked Estep 
Score: -13529904.000000 Penalty: 3788.586914
	Iteration 64Q: 3 clusters Score -1.35299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 114472 members 
Entering Unmasked Estep 
Score: -13529896.000000 Penalty: 3788.586914
	Iteration 65Q: 3 clusters Score -1.35299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 114479 members 
Entering Unmasked Estep 
Score: -13529887.000000 Penalty: 3788.586914
	Iteration 66Q: 3 clusters Score -1.352989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 114484 members 
Entering Unmasked Estep 
Score: -13529907.000000 Penalty: 3788.586914
	Iteration 67Q: 3 clusters Score -1.352991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 114493 members 
Entering Unmasked Estep 
Score: -13529890.000000 Penalty: 3788.586914
	Iteration 68Q: 3 clusters Score -1.352989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 114502 members 
Entering Unmasked Estep 
Score: -13529879.000000 Penalty: 3788.586914
	Iteration 69Q: 3 clusters Score -1.352988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -13529889.000000 Penalty: 3788.586914
	Iteration 70Q: 3 clusters Score -1.352989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 114514 members 
Entering Unmasked Estep 
Score: -13529886.000000 Penalty: 3788.586914
	Iteration 71Q: 3 clusters Score -1.352989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 114513 members 
Entering Unmasked Estep 
Score: -13529882.000000 Penalty: 3788.586914
	Iteration 72Q: 3 clusters Score -1.352988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 114513 members 
Entering Unmasked Estep 
Score: -13529883.000000 Penalty: 3788.586914
	Iteration 73Q: 3 clusters Score -1.352988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 114513 members 
Entering Unmasked Estep 
Score: -13529883.000000 Penalty: 3788.586914
	Iteration 74F: 3 clusters Score -1.352988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -16030.515625 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -16030.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15496.001953 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -15496 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15808.255859 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -15808.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15949.582031 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -15949.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15980.863281 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -15980.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15980.863281 Penalty: 1770.189575
	Iteration 4F: 3 clusters Score -15980.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -415135.531250 Penalty: 1327.425049
	Iteration 0F: 2 clusters Score -415135.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -412093.031250 Penalty: 2654.850098
	Iteration 0F: 3 clusters Score -412093 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -412859.062500 Penalty: 2654.850098
	Iteration 1F: 3 clusters Score -412859.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -412981.593750 Penalty: 2654.850098
	Iteration 2F: 3 clusters Score -412981.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -413057.750000 Penalty: 2654.850098
	Iteration 3Q: 3 clusters Score -413057.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -413123.468750 Penalty: 2654.850098
	Iteration 4Q: 3 clusters Score -413123.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -413176.093750 Penalty: 2654.850098
	Iteration 5Q: 3 clusters Score -413176.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -413221.906250 Penalty: 2654.850098
	Iteration 6Q: 3 clusters Score -413221.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -413265.937500 Penalty: 2654.850098
	Iteration 7Q: 3 clusters Score -413265.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -413313.281250 Penalty: 2654.850098
	Iteration 8Q: 3 clusters Score -413313.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -413361.718750 Penalty: 2654.850098
	Iteration 9Q: 3 clusters Score -413361.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -413427.593750 Penalty: 2654.850098
	Iteration 10Q: 3 clusters Score -413427.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -413531.593750 Penalty: 2654.850098
	Iteration 11Q: 3 clusters Score -413531.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -413654.562500 Penalty: 2654.850098
	Iteration 12Q: 3 clusters Score -413654.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -413769.093750 Penalty: 2654.850098
	Iteration 13Q: 3 clusters Score -413769.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -413868.531250 Penalty: 2654.850098
	Iteration 14Q: 3 clusters Score -413868.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -413965.250000 Penalty: 2654.850098
	Iteration 15Q: 3 clusters Score -413965.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -414032.781250 Penalty: 2654.850098
	Iteration 16Q: 3 clusters Score -414032.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -414080.500000 Penalty: 2654.850098
	Iteration 17Q: 3 clusters Score -414080.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -414120.375000 Penalty: 2654.850098
	Iteration 18Q: 3 clusters Score -414120.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -414144.218750 Penalty: 2654.850098
	Iteration 19Q: 3 clusters Score -414144.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -414160.968750 Penalty: 2654.850098
	Iteration 20F: 3 clusters Score -414161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -414173.031250 Penalty: 2654.850098
	Iteration 21Q: 3 clusters Score -414173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -414182.500000 Penalty: 2654.850098
	Iteration 22Q: 3 clusters Score -414182.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -414191.312500 Penalty: 2654.850098
	Iteration 23Q: 3 clusters Score -414191.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -414197.656250 Penalty: 2654.850098
	Iteration 24Q: 3 clusters Score -414197.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -414205.343750 Penalty: 2654.850098
	Iteration 25Q: 3 clusters Score -414205.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -414211.687500 Penalty: 2654.850098
	Iteration 26Q: 3 clusters Score -414211.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -414216.281250 Penalty: 2654.850098
	Iteration 27Q: 3 clusters Score -414216.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -414223.687500 Penalty: 2654.850098
	Iteration 28Q: 3 clusters Score -414223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -414229.656250 Penalty: 2654.850098
	Iteration 29Q: 3 clusters Score -414229.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -414235.625000 Penalty: 2654.850098
	Iteration 30Q: 3 clusters Score -414235.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -414241.406250 Penalty: 2654.850098
	Iteration 31Q: 3 clusters Score -414241.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -414245.187500 Penalty: 2654.850098
	Iteration 32Q: 3 clusters Score -414245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -414245.187500 Penalty: 2654.850098
	Iteration 33F: 3 clusters Score -414245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Entering Unmasked Estep 
Score: -838878.812500 Penalty: 1453.086182
	Iteration 0F: 2 clusters Score -838878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -833206.062500 Penalty: 2906.172363
	Iteration 0F: 3 clusters Score -833206.1 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -834862.562500 Penalty: 2906.172363
	Iteration 1F: 3 clusters Score -834862.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -835043.750000 Penalty: 2906.172363
	Iteration 2F: 3 clusters Score -835043.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -835191.437500 Penalty: 2906.172363
	Iteration 3Q: 3 clusters Score -835191.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -835325.000000 Penalty: 2906.172363
	Iteration 4Q: 3 clusters Score -835325 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -835445.750000 Penalty: 2906.172363
	Iteration 5Q: 3 clusters Score -835445.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -835570.312500 Penalty: 2906.172363
	Iteration 6Q: 3 clusters Score -835570.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -835718.250000 Penalty: 2906.172363
	Iteration 7Q: 3 clusters Score -835718.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -835922.000000 Penalty: 2906.172363
	Iteration 8Q: 3 clusters Score -835922 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -836168.875000 Penalty: 2906.172363
	Iteration 9Q: 3 clusters Score -836168.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -836445.500000 Penalty: 2906.172363
	Iteration 10F: 3 clusters Score -836445.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -836740.000000 Penalty: 2906.172363
	Iteration 11Q: 3 clusters Score -836740 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -837009.500000 Penalty: 2906.172363
	Iteration 12Q: 3 clusters Score -837009.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -837214.625000 Penalty: 2906.172363
	Iteration 13Q: 3 clusters Score -837214.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -837345.125000 Penalty: 2906.172363
	Iteration 14Q: 3 clusters Score -837345.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -837455.562500 Penalty: 2906.172363
	Iteration 15Q: 3 clusters Score -837455.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -837528.750000 Penalty: 2906.172363
	Iteration 16Q: 3 clusters Score -837528.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -837573.437500 Penalty: 2906.172363
	Iteration 17Q: 3 clusters Score -837573.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -837615.437500 Penalty: 2906.172363
	Iteration 18Q: 3 clusters Score -837615.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -837646.625000 Penalty: 2906.172363
	Iteration 19Q: 3 clusters Score -837646.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -837663.125000 Penalty: 2906.172363
	Iteration 20F: 3 clusters Score -837663.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -837674.687500 Penalty: 2906.172363
	Iteration 21Q: 3 clusters Score -837674.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -837691.937500 Penalty: 2906.172363
	Iteration 22Q: 3 clusters Score -837691.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -837704.312500 Penalty: 2906.172363
	Iteration 23Q: 3 clusters Score -837704.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -837710.937500 Penalty: 2906.172363
	Iteration 24Q: 3 clusters Score -837710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -837715.062500 Penalty: 2906.172363
	Iteration 25Q: 3 clusters Score -837715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -837719.000000 Penalty: 2906.172363
	Iteration 26Q: 3 clusters Score -837719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -837720.500000 Penalty: 2906.172363
	Iteration 27Q: 3 clusters Score -837720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -837721.312500 Penalty: 2906.172363
	Iteration 28Q: 3 clusters Score -837721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -837722.500000 Penalty: 2906.172363
	Iteration 29Q: 3 clusters Score -837722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -837723.687500 Penalty: 2906.172363
	Iteration 30Q: 3 clusters Score -837723.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -837723.687500 Penalty: 2906.172363
	Iteration 31F: 3 clusters Score -837723.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -284977.531250 Penalty: 1275.705078
	Iteration 0F: 2 clusters Score -284977.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -282532.531250 Penalty: 2551.410156
	Iteration 0F: 3 clusters Score -282532.5 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -283110.593750 Penalty: 2551.410156
	Iteration 1F: 3 clusters Score -283110.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -283256.406250 Penalty: 2551.410156
	Iteration 2F: 3 clusters Score -283256.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -283335.781250 Penalty: 2551.410156
	Iteration 3Q: 3 clusters Score -283335.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -283386.375000 Penalty: 2551.410156
	Iteration 4Q: 3 clusters Score -283386.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -283421.187500 Penalty: 2551.410156
	Iteration 5Q: 3 clusters Score -283421.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -283454.187500 Penalty: 2551.410156
	Iteration 6Q: 3 clusters Score -283454.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -283485.750000 Penalty: 2551.410156
	Iteration 7Q: 3 clusters Score -283485.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -283512.281250 Penalty: 2551.410156
	Iteration 8Q: 3 clusters Score -283512.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -283535.562500 Penalty: 2551.410156
	Iteration 9Q: 3 clusters Score -283535.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -283557.656250 Penalty: 2551.410156
	Iteration 10Q: 3 clusters Score -283557.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -283576.281250 Penalty: 2551.410156
	Iteration 11Q: 3 clusters Score -283576.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -283596.343750 Penalty: 2551.410156
	Iteration 12Q: 3 clusters Score -283596.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -283619.406250 Penalty: 2551.410156
	Iteration 13Q: 3 clusters Score -283619.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -283639.000000 Penalty: 2551.410156
	Iteration 14Q: 3 clusters Score -283639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -283659.843750 Penalty: 2551.410156
	Iteration 15Q: 3 clusters Score -283659.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -283681.937500 Penalty: 2551.410156
	Iteration 16Q: 3 clusters Score -283681.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -283700.281250 Penalty: 2551.410156
	Iteration 17Q: 3 clusters Score -283700.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -283715.781250 Penalty: 2551.410156
	Iteration 18Q: 3 clusters Score -283715.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -283726.625000 Penalty: 2551.410156
	Iteration 19Q: 3 clusters Score -283726.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -283740.375000 Penalty: 2551.410156
	Iteration 20F: 3 clusters Score -283740.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -283750.812500 Penalty: 2551.410156
	Iteration 21Q: 3 clusters Score -283750.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -283761.187500 Penalty: 2551.410156
	Iteration 22Q: 3 clusters Score -283761.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -283771.093750 Penalty: 2551.410156
	Iteration 23Q: 3 clusters Score -283771.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -283778.906250 Penalty: 2551.410156
	Iteration 24Q: 3 clusters Score -283778.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -283789.156250 Penalty: 2551.410156
	Iteration 25Q: 3 clusters Score -283789.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -283810.781250 Penalty: 2551.410156
	Iteration 26Q: 3 clusters Score -283810.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -283831.218750 Penalty: 2551.410156
	Iteration 27Q: 3 clusters Score -283831.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -283857.187500 Penalty: 2551.410156
	Iteration 28Q: 3 clusters Score -283857.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -283879.906250 Penalty: 2551.410156
	Iteration 29Q: 3 clusters Score -283879.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -283900.968750 Penalty: 2551.410156
	Iteration 30Q: 3 clusters Score -283901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -283911.843750 Penalty: 2551.410156
	Iteration 31Q: 3 clusters Score -283911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -283920.687500 Penalty: 2551.410156
	Iteration 32Q: 3 clusters Score -283920.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -283925.875000 Penalty: 2551.410156
	Iteration 33Q: 3 clusters Score -283925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -283931.093750 Penalty: 2551.410156
	Iteration 34Q: 3 clusters Score -283931.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -283934.406250 Penalty: 2551.410156
	Iteration 35Q: 3 clusters Score -283934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -283936.937500 Penalty: 2551.410156
	Iteration 36Q: 3 clusters Score -283936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -283939.468750 Penalty: 2551.410156
	Iteration 37Q: 3 clusters Score -283939.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -283940.875000 Penalty: 2551.410156
	Iteration 38Q: 3 clusters Score -283940.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -283940.875000 Penalty: 2551.410156
	Iteration 39F: 3 clusters Score -283940.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -541685.500000 Penalty: 1382.312134
	Iteration 0F: 2 clusters Score -541685.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -537748.687500 Penalty: 2764.624268
	Iteration 0F: 3 clusters Score -537748.7 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -538816.062500 Penalty: 2764.624268
	Iteration 1F: 3 clusters Score -538816.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -538997.000000 Penalty: 2764.624268
	Iteration 2F: 3 clusters Score -538997 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -539175.312500 Penalty: 2764.624268
	Iteration 3F: 3 clusters Score -539175.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -539375.125000 Penalty: 2764.624268
	Iteration 4F: 3 clusters Score -539375.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -539590.625000 Penalty: 2764.624268
	Iteration 5F: 3 clusters Score -539590.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -539799.937500 Penalty: 2764.624268
	Iteration 6F: 3 clusters Score -539799.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -540003.750000 Penalty: 2764.624268
	Iteration 7F: 3 clusters Score -540003.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -540233.750000 Penalty: 2764.624268
	Iteration 8F: 3 clusters Score -540233.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -540428.875000 Penalty: 2764.624268
	Iteration 9Q: 3 clusters Score -540428.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -540581.312500 Penalty: 2764.624268
	Iteration 10Q: 3 clusters Score -540581.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -540674.875000 Penalty: 2764.624268
	Iteration 11Q: 3 clusters Score -540674.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -540735.125000 Penalty: 2764.624268
	Iteration 12Q: 3 clusters Score -540735.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -540796.187500 Penalty: 2764.624268
	Iteration 13Q: 3 clusters Score -540796.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -540825.000000 Penalty: 2764.624268
	Iteration 14Q: 3 clusters Score -540825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -540851.187500 Penalty: 2764.624268
	Iteration 15Q: 3 clusters Score -540851.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -540866.687500 Penalty: 2764.624268
	Iteration 16Q: 3 clusters Score -540866.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -540869.562500 Penalty: 2764.624268
	Iteration 17Q: 3 clusters Score -540869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -540874.687500 Penalty: 2764.624268
	Iteration 18Q: 3 clusters Score -540874.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -540880.500000 Penalty: 2764.624268
	Iteration 19Q: 3 clusters Score -540880.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -540884.062500 Penalty: 2764.624268
	Iteration 20F: 3 clusters Score -540884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -540885.625000 Penalty: 2764.624268
	Iteration 21Q: 3 clusters Score -540885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -540885.687500 Penalty: 2764.624268
	Iteration 22Q: 3 clusters Score -540885.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -540885.687500 Penalty: 2764.624268
	Iteration 23F: 3 clusters Score -540885.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (69193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Entering Unmasked Estep 
Score: -8022600.000000 Penalty: 1811.006470
	Iteration 0F: 2 clusters Score -8022600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -7976434.500000 Penalty: 3622.012939
	Iteration 0F: 3 clusters Score -7976434 nChanged 32799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -7994965.000000 Penalty: 3622.012939
	Iteration 1F: 3 clusters Score -7994965 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -7995417.500000 Penalty: 3622.012939
	Iteration 2Q: 3 clusters Score -7995418 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -7995919.000000 Penalty: 3622.012939
	Iteration 3Q: 3 clusters Score -7995919 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -7996577.500000 Penalty: 3622.012939
	Iteration 4Q: 3 clusters Score -7996578 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -7997561.500000 Penalty: 3622.012939
	Iteration 5Q: 3 clusters Score -7997562 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -7999063.500000 Penalty: 3622.012939
	Iteration 6Q: 3 clusters Score -7999064 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -8001613.000000 Penalty: 3622.012939
	Iteration 7F: 3 clusters Score -8001613 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -8005605.500000 Penalty: 3622.012939
	Iteration 8F: 3 clusters Score -8005606 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -8010715.000000 Penalty: 3622.012939
	Iteration 9F: 3 clusters Score -8010715 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -8015232.000000 Penalty: 3622.012939
	Iteration 10F: 3 clusters Score -8015232 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -8017902.500000 Penalty: 3622.012939
	Iteration 11Q: 3 clusters Score -8017902 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -8019108.500000 Penalty: 3622.012939
	Iteration 12Q: 3 clusters Score -8019108 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -8019672.500000 Penalty: 3622.012939
	Iteration 13Q: 3 clusters Score -8019672 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -8020057.500000 Penalty: 3622.012939
	Iteration 14Q: 3 clusters Score -8020058 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -8020324.500000 Penalty: 3622.012939
	Iteration 15Q: 3 clusters Score -8020324 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -8020543.500000 Penalty: 3622.012939
	Iteration 16Q: 3 clusters Score -8020544 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -8020698.000000 Penalty: 3622.012939
	Iteration 17Q: 3 clusters Score -8020698 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -8020860.000000 Penalty: 3622.012939
	Iteration 18Q: 3 clusters Score -8020860 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -8020957.500000 Penalty: 3622.012939
	Iteration 19Q: 3 clusters Score -8020958 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -8021045.500000 Penalty: 3622.012939
	Iteration 20F: 3 clusters Score -8021046 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -8021102.500000 Penalty: 3622.012939
	Iteration 21Q: 3 clusters Score -8021102 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -8021151.500000 Penalty: 3622.012939
	Iteration 22Q: 3 clusters Score -8021152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
Score: -8021186.500000 Penalty: 3622.012939
	Iteration 23Q: 3 clusters Score -8021186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -8021192.500000 Penalty: 3622.012939
	Iteration 24Q: 3 clusters Score -8021192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -8021184.500000 Penalty: 3622.012939
	Iteration 25Q: 3 clusters Score -8021184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -8021231.500000 Penalty: 3622.012939
	Iteration 26Q: 3 clusters Score -8021232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -8021245.000000 Penalty: 3622.012939
	Iteration 27Q: 3 clusters Score -8021245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -8021252.000000 Penalty: 3622.012939
	Iteration 28Q: 3 clusters Score -8021252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -8021258.000000 Penalty: 3622.012939
	Iteration 29Q: 3 clusters Score -8021258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -8021272.000000 Penalty: 3622.012939
	Iteration 30Q: 3 clusters Score -8021272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -8021263.500000 Penalty: 3622.012939
	Iteration 31Q: 3 clusters Score -8021264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -8021284.500000 Penalty: 3622.012939
	Iteration 32Q: 3 clusters Score -8021284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 68240 members 
Entering Unmasked Estep 
Score: -8021296.000000 Penalty: 3622.012939
	Iteration 33Q: 3 clusters Score -8021296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -8021296.000000 Penalty: 3622.012939
	Iteration 34Q: 3 clusters Score -8021296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
Score: -8021291.500000 Penalty: 3622.012939
	Iteration 35Q: 3 clusters Score -8021292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -8021309.000000 Penalty: 3622.012939
	Iteration 36Q: 3 clusters Score -8021309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -8021310.000000 Penalty: 3622.012939
	Iteration 37Q: 3 clusters Score -8021310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -8021314.000000 Penalty: 3622.012939
	Iteration 38Q: 3 clusters Score -8021314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -8021316.500000 Penalty: 3622.012939
	Iteration 39Q: 3 clusters Score -8021316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -8021315.500000 Penalty: 3622.012939
	Iteration 40F: 3 clusters Score -8021316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 68291 members 
Entering Unmasked Estep 
Score: -8021316.000000 Penalty: 3622.012939
	Iteration 41Q: 3 clusters Score -8021316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -8021315.500000 Penalty: 3622.012939
	Iteration 42Q: 3 clusters Score -8021316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -8021325.000000 Penalty: 3622.012939
	Iteration 43Q: 3 clusters Score -8021325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -8021328.000000 Penalty: 3622.012939
	Iteration 44Q: 3 clusters Score -8021328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -8021328.500000 Penalty: 3622.012939
	Iteration 45Q: 3 clusters Score -8021328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -8021331.000000 Penalty: 3622.012939
	Iteration 46Q: 3 clusters Score -8021331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -8021331.000000 Penalty: 3622.012939
	Iteration 47F: 3 clusters Score -8021331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Entering Unmasked Estep 
Score: -469525.031250 Penalty: 1351.040771
	Iteration 0F: 2 clusters Score -469525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -466162.187500 Penalty: 2702.081543
	Iteration 0F: 3 clusters Score -466162.2 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -467026.843750 Penalty: 2702.081543
	Iteration 1F: 3 clusters Score -467026.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -467208.093750 Penalty: 2702.081543
	Iteration 2F: 3 clusters Score -467208.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -467335.343750 Penalty: 2702.081543
	Iteration 3F: 3 clusters Score -467335.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -467442.562500 Penalty: 2702.081543
	Iteration 4Q: 3 clusters Score -467442.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -467529.656250 Penalty: 2702.081543
	Iteration 5Q: 3 clusters Score -467529.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -467603.812500 Penalty: 2702.081543
	Iteration 6Q: 3 clusters Score -467603.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -467695.875000 Penalty: 2702.081543
	Iteration 7Q: 3 clusters Score -467695.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -467786.812500 Penalty: 2702.081543
	Iteration 8Q: 3 clusters Score -467786.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -467852.937500 Penalty: 2702.081543
	Iteration 9Q: 3 clusters Score -467852.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -467910.562500 Penalty: 2702.081543
	Iteration 10Q: 3 clusters Score -467910.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -467968.812500 Penalty: 2702.081543
	Iteration 11Q: 3 clusters Score -467968.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -468019.062500 Penalty: 2702.081543
	Iteration 12Q: 3 clusters Score -468019.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -468086.750000 Penalty: 2702.081543
	Iteration 13Q: 3 clusters Score -468086.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -468142.718750 Penalty: 2702.081543
	Iteration 14Q: 3 clusters Score -468142.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -468197.750000 Penalty: 2702.081543
	Iteration 15Q: 3 clusters Score -468197.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -468251.125000 Penalty: 2702.081543
	Iteration 16Q: 3 clusters Score -468251.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -468296.218750 Penalty: 2702.081543
	Iteration 17Q: 3 clusters Score -468296.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -468336.125000 Penalty: 2702.081543
	Iteration 18Q: 3 clusters Score -468336.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -468362.156250 Penalty: 2702.081543
	Iteration 19Q: 3 clusters Score -468362.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -468381.343750 Penalty: 2702.081543
	Iteration 20F: 3 clusters Score -468381.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -468394.656250 Penalty: 2702.081543
	Iteration 21Q: 3 clusters Score -468394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -468399.031250 Penalty: 2702.081543
	Iteration 22Q: 3 clusters Score -468399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -468402.093750 Penalty: 2702.081543
	Iteration 23Q: 3 clusters Score -468402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -468406.562500 Penalty: 2702.081543
	Iteration 24Q: 3 clusters Score -468406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -468411.062500 Penalty: 2702.081543
	Iteration 25Q: 3 clusters Score -468411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -468414.062500 Penalty: 2702.081543
	Iteration 26Q: 3 clusters Score -468414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -468416.531250 Penalty: 2702.081543
	Iteration 27Q: 3 clusters Score -468416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -468420.250000 Penalty: 2702.081543
	Iteration 28Q: 3 clusters Score -468420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -468421.437500 Penalty: 2702.081543
	Iteration 29Q: 3 clusters Score -468421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -468421.625000 Penalty: 2702.081543
	Iteration 30Q: 3 clusters Score -468421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -468421.625000 Penalty: 2702.081543
	Iteration 31F: 3 clusters Score -468421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 13682 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 43536 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 1681 members 
Mstep: Class 9 contains 21005 members 
Mstep: Class 10 contains 12766 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 97571 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26904 members 
Mstep: Class 15 contains 12394 members 
Mstep: Class 16 contains 14238 members 
Mstep: Class 17 contains 133916 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 115519 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3529 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 69193 members 
Mstep: Class 28 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204528.000000 Penalty: 63808.488281
Iteration 479Q: 30 clusters Score -8.620453e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 45131 members 
Mstep: Class 7 contains 4124 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 20728 members 
Mstep: Class 10 contains 12800 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 97995 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26903 members 
Mstep: Class 15 contains 12379 members 
Mstep: Class 16 contains 14237 members 
Mstep: Class 17 contains 134750 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3496 members 
Mstep: Class 21 contains 114263 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3608 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 5052 members 
Mstep: Class 27 contains 69207 members 
Mstep: Class 28 contains 4080 members 
Mstep: Class 29 contains 72607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206040.000000 Penalty: 63808.488281
Iteration 480F: 30 clusters Score -8.620604e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 13669 members 
Mstep: Class 3 contains 15455 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 46041 members 
Mstep: Class 7 contains 4117 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 20439 members 
Mstep: Class 10 contains 12792 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 96545 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 26909 members 
Mstep: Class 15 contains 12363 members 
Mstep: Class 16 contains 14260 members 
Mstep: Class 17 contains 134760 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3500 members 
Mstep: Class 21 contains 113079 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3620 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 5074 members 
Mstep: Class 27 contains 68821 members 
Mstep: Class 28 contains 4075 members 
Mstep: Class 29 contains 75465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207344.000000 Penalty: 63808.488281
Iteration 481Q: 30 clusters Score -8.620734e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 13656 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 47291 members 
Mstep: Class 7 contains 4112 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 20098 members 
Mstep: Class 10 contains 12798 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 95163 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 26923 members 
Mstep: Class 15 contains 12350 members 
Mstep: Class 16 contains 14264 members 
Mstep: Class 17 contains 134622 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 112063 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3639 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 5070 members 
Mstep: Class 27 contains 68577 members 
Mstep: Class 28 contains 4077 members 
Mstep: Class 29 contains 77693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208304.000000 Penalty: 63808.488281
Iteration 482Q: 30 clusters Score -8.62083e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 13652 members 
Mstep: Class 3 contains 15421 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 48606 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 19723 members 
Mstep: Class 10 contains 12808 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 93670 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26931 members 
Mstep: Class 15 contains 12333 members 
Mstep: Class 16 contains 14265 members 
Mstep: Class 17 contains 134410 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3518 members 
Mstep: Class 21 contains 111252 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3628 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 68360 members 
Mstep: Class 28 contains 4084 members 
Mstep: Class 29 contains 79821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208216.000000 Penalty: 63808.488281
Iteration 483Q: 30 clusters Score -8.620822e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 13657 members 
Mstep: Class 3 contains 15423 members 
Mstep: Class 4 contains 2005 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 50009 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 1684 members 
Mstep: Class 9 contains 19382 members 
Mstep: Class 10 contains 12820 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 91917 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26952 members 
Mstep: Class 15 contains 12321 members 
Mstep: Class 16 contains 14245 members 
Mstep: Class 17 contains 134140 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3522 members 
Mstep: Class 21 contains 110491 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3625 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 68180 members 
Mstep: Class 28 contains 4089 members 
Mstep: Class 29 contains 81973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209088.000000 Penalty: 63808.488281
Iteration 484Q: 30 clusters Score -8.620909e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 13668 members 
Mstep: Class 3 contains 15417 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 51501 members 
Mstep: Class 7 contains 4090 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 12835 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 90065 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26955 members 
Mstep: Class 15 contains 12302 members 
Mstep: Class 16 contains 14226 members 
Mstep: Class 17 contains 133937 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 3529 members 
Mstep: Class 21 contains 109723 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3607 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 5020 members 
Mstep: Class 27 contains 68014 members 
Mstep: Class 28 contains 4096 members 
Mstep: Class 29 contains 84073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209720.000000 Penalty: 63808.488281
Iteration 485Q: 30 clusters Score -8.620972e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 13673 members 
Mstep: Class 3 contains 15408 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 52967 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 18689 members 
Mstep: Class 10 contains 12849 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 88246 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26960 members 
Mstep: Class 15 contains 12270 members 
Mstep: Class 16 contains 14216 members 
Mstep: Class 17 contains 133692 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 3531 members 
Mstep: Class 21 contains 109081 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3578 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 5010 members 
Mstep: Class 27 contains 67866 members 
Mstep: Class 28 contains 4105 members 
Mstep: Class 29 contains 86033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210336.000000 Penalty: 63808.488281
Iteration 486Q: 30 clusters Score -8.621034e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 13681 members 
Mstep: Class 3 contains 15407 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 54468 members 
Mstep: Class 7 contains 4096 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 18311 members 
Mstep: Class 10 contains 12873 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 86391 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26970 members 
Mstep: Class 15 contains 12250 members 
Mstep: Class 16 contains 14197 members 
Mstep: Class 17 contains 133532 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 108547 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3556 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 67727 members 
Mstep: Class 28 contains 4107 members 
Mstep: Class 29 contains 87770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210928.000000 Penalty: 63808.488281
Iteration 487Q: 30 clusters Score -8.621093e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 13690 members 
Mstep: Class 3 contains 15399 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 56081 members 
Mstep: Class 7 contains 4097 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 17955 members 
Mstep: Class 10 contains 12906 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 84590 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26987 members 
Mstep: Class 15 contains 12223 members 
Mstep: Class 16 contains 14165 members 
Mstep: Class 17 contains 133388 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 108009 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3535 members 
Mstep: Class 24 contains 7647 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 4993 members 
Mstep: Class 27 contains 67578 members 
Mstep: Class 28 contains 4113 members 
Mstep: Class 29 contains 89339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211480.000000 Penalty: 63808.488281
Iteration 488Q: 30 clusters Score -8.621148e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 13706 members 
Mstep: Class 3 contains 15384 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 57717 members 
Mstep: Class 7 contains 4093 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 17610 members 
Mstep: Class 10 contains 12951 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 82883 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 26998 members 
Mstep: Class 15 contains 12198 members 
Mstep: Class 16 contains 14150 members 
Mstep: Class 17 contains 133316 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 107487 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3518 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 4984 members 
Mstep: Class 27 contains 67447 members 
Mstep: Class 28 contains 4122 members 
Mstep: Class 29 contains 90628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212064.000000 Penalty: 63808.488281
Iteration 489Q: 30 clusters Score -8.621206e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 15370 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 59467 members 
Mstep: Class 7 contains 4089 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 17281 members 
Mstep: Class 10 contains 13008 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 81311 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 27004 members 
Mstep: Class 15 contains 12168 members 
Mstep: Class 16 contains 14144 members 
Mstep: Class 17 contains 133260 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 21 contains 106976 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 4977 members 
Mstep: Class 27 contains 67334 members 
Mstep: Class 28 contains 4130 members 
Mstep: Class 29 contains 91596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212560.000000 Penalty: 63808.488281
Iteration 490Q: 30 clusters Score -8.621256e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 13756 members 
Mstep: Class 3 contains 15367 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 61213 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 1684 members 
Mstep: Class 9 contains 16993 members 
Mstep: Class 10 contains 13050 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 79864 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 27009 members 
Mstep: Class 15 contains 12130 members 
Mstep: Class 16 contains 14154 members 
Mstep: Class 17 contains 133233 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 106518 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3476 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 4979 members 
Mstep: Class 27 contains 67238 members 
Mstep: Class 28 contains 4142 members 
Mstep: Class 29 contains 92308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212904.000000 Penalty: 63808.488281
Iteration 491Q: 30 clusters Score -8.62129e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 15363 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 63000 members 
Mstep: Class 7 contains 4071 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 16689 members 
Mstep: Class 10 contains 13077 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 78573 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 27012 members 
Mstep: Class 15 contains 12108 members 
Mstep: Class 16 contains 14148 members 
Mstep: Class 17 contains 133225 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3520 members 
Mstep: Class 21 contains 106073 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 4984 members 
Mstep: Class 27 contains 67117 members 
Mstep: Class 28 contains 4153 members 
Mstep: Class 29 contains 92855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212928.000000 Penalty: 63808.488281
Iteration 492Q: 30 clusters Score -8.621293e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 13805 members 
Mstep: Class 3 contains 15355 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 64845 members 
Mstep: Class 7 contains 4065 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 16387 members 
Mstep: Class 10 contains 13105 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 77331 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 27018 members 
Mstep: Class 15 contains 12085 members 
Mstep: Class 16 contains 14139 members 
Mstep: Class 17 contains 133308 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 105657 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3448 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 4990 members 
Mstep: Class 27 contains 67027 members 
Mstep: Class 28 contains 4165 members 
Mstep: Class 29 contains 93163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213176.000000 Penalty: 63808.488281
Iteration 493Q: 30 clusters Score -8.621318e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 13823 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 66735 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 16084 members 
Mstep: Class 10 contains 13127 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 76155 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 27020 members 
Mstep: Class 15 contains 12064 members 
Mstep: Class 16 contains 14115 members 
Mstep: Class 17 contains 133407 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 105248 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2584 members 
Mstep: Class 26 contains 4995 members 
Mstep: Class 27 contains 66975 members 
Mstep: Class 28 contains 4175 members 
Mstep: Class 29 contains 93322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213432.000000 Penalty: 63808.488281
Iteration 494Q: 30 clusters Score -8.621343e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 13831 members 
Mstep: Class 3 contains 15350 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 68602 members 
Mstep: Class 7 contains 4059 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 15761 members 
Mstep: Class 10 contains 13158 members 
Mstep: Class 11 contains 423 members 
Mstep: Class 12 contains 75107 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 27027 members 
Mstep: Class 15 contains 12045 members 
Mstep: Class 16 contains 14103 members 
Mstep: Class 17 contains 133469 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3472 members 
Mstep: Class 21 contains 104905 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3406 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2586 members 
Mstep: Class 26 contains 4985 members 
Mstep: Class 27 contains 66916 members 
Mstep: Class 28 contains 4182 members 
Mstep: Class 29 contains 93371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213440.000000 Penalty: 63808.488281
Iteration 495Q: 30 clusters Score -8.621344e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 13831 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 70486 members 
Mstep: Class 7 contains 4065 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 15448 members 
Mstep: Class 10 contains 13205 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 74160 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 27028 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 14065 members 
Mstep: Class 17 contains 133597 members 
Mstep: Class 18 contains 453 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3465 members 
Mstep: Class 21 contains 104556 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3387 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2585 members 
Mstep: Class 26 contains 4977 members 
Mstep: Class 27 contains 66837 members 
Mstep: Class 28 contains 4186 members 
Mstep: Class 29 contains 93264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213552.000000 Penalty: 63808.488281
Iteration 496Q: 30 clusters Score -8.621355e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 13839 members 
Mstep: Class 3 contains 15319 members 
Mstep: Class 4 contains 2011 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 72330 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 15172 members 
Mstep: Class 10 contains 13242 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 73268 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 27022 members 
Mstep: Class 15 contains 11995 members 
Mstep: Class 16 contains 14034 members 
Mstep: Class 17 contains 133777 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1014 members 
Mstep: Class 20 contains 3464 members 
Mstep: Class 21 contains 104117 members 
Mstep: Class 22 contains 232 members 
Mstep: Class 23 contains 3359 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2588 members 
Mstep: Class 26 contains 4977 members 
Mstep: Class 27 contains 66785 members 
Mstep: Class 28 contains 4191 members 
Mstep: Class 29 contains 93094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213544.000000 Penalty: 63808.488281
Iteration 497Q: 30 clusters Score -8.621354e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 13845 members 
Mstep: Class 3 contains 15317 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 74112 members 
Mstep: Class 7 contains 4071 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 14930 members 
Mstep: Class 10 contains 13273 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 72490 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 27017 members 
Mstep: Class 15 contains 11966 members 
Mstep: Class 16 contains 14000 members 
Mstep: Class 17 contains 133913 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 103654 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 3333 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 4994 members 
Mstep: Class 27 contains 66729 members 
Mstep: Class 28 contains 4193 members 
Mstep: Class 29 contains 92846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213400.000000 Penalty: 63808.488281
Iteration 498Q: 30 clusters Score -8.62134e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 13854 members 
Mstep: Class 3 contains 15315 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 75823 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 1688 members 
Mstep: Class 9 contains 14712 members 
Mstep: Class 10 contains 13311 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 71812 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 27012 members 
Mstep: Class 15 contains 11925 members 
Mstep: Class 16 contains 13954 members 
Mstep: Class 17 contains 134033 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 103288 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 3305 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 4996 members 
Mstep: Class 27 contains 66681 members 
Mstep: Class 28 contains 4196 members 
Mstep: Class 29 contains 92473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213376.000000 Penalty: 63808.488281
Iteration 499Q: 30 clusters Score -8.621338e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 15315 members 
Mstep: Class 4 contains 2012 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 77484 members 
Mstep: Class 7 contains 4066 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 14507 members 
Mstep: Class 10 contains 13320 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 71197 members 
Mstep: Class 13 contains 1909 members 
Mstep: Class 14 contains 27004 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 13937 members 
Mstep: Class 17 contains 134119 members 
Mstep: Class 18 contains 452 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 3456 members 
Mstep: Class 21 contains 103000 members 
Mstep: Class 22 contains 233 members 
Mstep: Class 23 contains 3269 members 
Mstep: Class 24 contains 7646 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 4993 members 
Mstep: Class 27 contains 66652 members 
Mstep: Class 28 contains 4201 members 
Mstep: Class 29 contains 92017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213512.000000 Penalty: 63808.488281
Iteration 500F: 30 clusters Score -8.621351e+07 nChanged 3454
Maximum iterations exceeded
--- Evaluating fit on full set of 2278154 points ---
Entering Unmasked Estep 
Score: -257256928.000000 Penalty: 68985.703125
21->30 Clusters: Score -257256928.000000, best is -257261696.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 759384 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 35990 members 
Mstep: Class 3 contains 36064 members 
Mstep: Class 4 contains 36061 members 
Mstep: Class 5 contains 36192 members 
Mstep: Class 6 contains 36484 members 
Mstep: Class 7 contains 36304 members 
Mstep: Class 8 contains 36175 members 
Mstep: Class 9 contains 36539 members 
Mstep: Class 10 contains 36123 members 
Mstep: Class 11 contains 36182 members 
Mstep: Class 12 contains 36145 members 
Mstep: Class 13 contains 36472 members 
Mstep: Class 14 contains 36285 members 
Mstep: Class 15 contains 36110 members 
Mstep: Class 16 contains 36180 members 
Mstep: Class 17 contains 36123 members 
Mstep: Class 18 contains 35959 members 
Mstep: Class 19 contains 35757 members 
Mstep: Class 20 contains 36068 members 
Mstep: Class 21 contains 36260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 500.399689 but Gain 2200.292969
Score: -83374488.000000 Penalty: 44005.855469
Iteration 0F: 21 clusters Score -8.337449e+07 nChanged 721514
Entering Unmasked Mstep 
Mstep: Class 0 contains 549 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 29514 members 
Mstep: Class 3 contains 25723 members 
Mstep: Class 4 contains 37898 members 
Mstep: Class 5 contains 25085 members 
Mstep: Class 6 contains 54748 members 
Mstep: Class 7 contains 20250 members 
Mstep: Class 8 contains 68935 members 
Mstep: Class 9 contains 63127 members 
Mstep: Class 10 contains 27186 members 
Mstep: Class 11 contains 37283 members 
Mstep: Class 12 contains 29593 members 
Mstep: Class 13 contains 21656 members 
Mstep: Class 14 contains 66185 members 
Mstep: Class 15 contains 20566 members 
Mstep: Class 16 contains 27869 members 
Mstep: Class 17 contains 36811 members 
Mstep: Class 19 contains 8526 members 
Mstep: Class 20 contains 14419 members 
Mstep: Class 21 contains 81790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85052256.000000 Penalty: 44005.855469
Iteration 1F: 21 clusters Score -8.505226e+07 nChanged 259726
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 21172 members 
Mstep: Class 3 contains 15647 members 
Mstep: Class 4 contains 32591 members 
Mstep: Class 5 contains 22026 members 
Mstep: Class 6 contains 62750 members 
Mstep: Class 7 contains 18108 members 
Mstep: Class 8 contains 74163 members 
Mstep: Class 9 contains 86081 members 
Mstep: Class 10 contains 16506 members 
Mstep: Class 11 contains 39785 members 
Mstep: Class 12 contains 18976 members 
Mstep: Class 13 contains 17570 members 
Mstep: Class 14 contains 80734 members 
Mstep: Class 15 contains 23677 members 
Mstep: Class 16 contains 16061 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 19 contains 5786 members 
Mstep: Class 20 contains 16202 members 
Mstep: Class 21 contains 105071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85367152.000000 Penalty: 44005.855469
Iteration 2F: 21 clusters Score -8.536715e+07 nChanged 179003
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 13742 members 
Mstep: Class 3 contains 11908 members 
Mstep: Class 4 contains 32351 members 
Mstep: Class 5 contains 21807 members 
Mstep: Class 6 contains 61222 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 79600 members 
Mstep: Class 9 contains 108845 members 
Mstep: Class 10 contains 12676 members 
Mstep: Class 11 contains 36325 members 
Mstep: Class 12 contains 11359 members 
Mstep: Class 13 contains 13990 members 
Mstep: Class 14 contains 83967 members 
Mstep: Class 15 contains 30758 members 
Mstep: Class 16 contains 10864 members 
Mstep: Class 17 contains 25711 members 
Mstep: Class 19 contains 5299 members 
Mstep: Class 20 contains 20622 members 
Mstep: Class 21 contains 117173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85546616.000000 Penalty: 44005.855469
Iteration 3F: 21 clusters Score -8.554662e+07 nChanged 146972
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 8392 members 
Mstep: Class 3 contains 11239 members 
Mstep: Class 4 contains 38594 members 
Mstep: Class 5 contains 23443 members 
Mstep: Class 6 contains 55419 members 
Mstep: Class 7 contains 11603 members 
Mstep: Class 8 contains 81909 members 
Mstep: Class 9 contains 129512 members 
Mstep: Class 10 contains 10310 members 
Mstep: Class 11 contains 32564 members 
Mstep: Class 12 contains 6388 members 
Mstep: Class 13 contains 11845 members 
Mstep: Class 14 contains 81579 members 
Mstep: Class 15 contains 36296 members 
Mstep: Class 16 contains 7403 members 
Mstep: Class 17 contains 24026 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 24699 members 
Mstep: Class 21 contains 119604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85674096.000000 Penalty: 44005.855469
Iteration 4F: 21 clusters Score -8.56741e+07 nChanged 123150
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 11523 members 
Mstep: Class 4 contains 48213 members 
Mstep: Class 5 contains 25010 members 
Mstep: Class 6 contains 47912 members 
Mstep: Class 7 contains 10097 members 
Mstep: Class 8 contains 83346 members 
Mstep: Class 9 contains 144877 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 11 contains 29464 members 
Mstep: Class 12 contains 3637 members 
Mstep: Class 13 contains 11064 members 
Mstep: Class 14 contains 77263 members 
Mstep: Class 15 contains 39496 members 
Mstep: Class 16 contains 4870 members 
Mstep: Class 17 contains 24010 members 
Mstep: Class 19 contains 6486 members 
Mstep: Class 20 contains 27935 members 
Mstep: Class 21 contains 115335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85766240.000000 Penalty: 44005.855469
Iteration 5F: 21 clusters Score -8.576624e+07 nChanged 103604
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 11807 members 
Mstep: Class 4 contains 59053 members 
Mstep: Class 5 contains 25147 members 
Mstep: Class 6 contains 40373 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 84182 members 
Mstep: Class 9 contains 151178 members 
Mstep: Class 10 contains 8829 members 
Mstep: Class 11 contains 26992 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 11019 members 
Mstep: Class 14 contains 72542 members 
Mstep: Class 15 contains 41566 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 24020 members 
Mstep: Class 19 contains 6882 members 
Mstep: Class 20 contains 30080 members 
Mstep: Class 21 contains 113434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2013.290771 but Gain 2200.292969
Score: -85837960.000000 Penalty: 41805.562500
Iteration 6F: 20 clusters Score -8.583796e+07 nChanged 88016
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 2307 members 
Mstep: Class 3 contains 12125 members 
Mstep: Class 4 contains 71213 members 
Mstep: Class 5 contains 23888 members 
Mstep: Class 6 contains 33712 members 
Mstep: Class 7 contains 7905 members 
Mstep: Class 8 contains 84141 members 
Mstep: Class 9 contains 148773 members 
Mstep: Class 10 contains 9431 members 
Mstep: Class 11 contains 25328 members 
Mstep: Class 13 contains 11461 members 
Mstep: Class 14 contains 68402 members 
Mstep: Class 15 contains 42802 members 
Mstep: Class 16 contains 3088 members 
Mstep: Class 17 contains 23772 members 
Mstep: Class 19 contains 7411 members 
Mstep: Class 20 contains 31228 members 
Mstep: Class 21 contains 117228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85895408.000000 Penalty: 41805.562500
Iteration 7F: 20 clusters Score -8.589541e+07 nChanged 71887
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 1771 members 
Mstep: Class 3 contains 12111 members 
Mstep: Class 4 contains 84390 members 
Mstep: Class 5 contains 21380 members 
Mstep: Class 6 contains 28102 members 
Mstep: Class 7 contains 6840 members 
Mstep: Class 8 contains 83670 members 
Mstep: Class 9 contains 143418 members 
Mstep: Class 10 contains 10041 members 
Mstep: Class 11 contains 24145 members 
Mstep: Class 13 contains 11826 members 
Mstep: Class 14 contains 65579 members 
Mstep: Class 15 contains 43273 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 23077 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 31569 members 
Mstep: Class 21 contains 121310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85937416.000000 Penalty: 41805.562500
Iteration 8F: 20 clusters Score -8.593742e+07 nChanged 61669
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1418 members 
Mstep: Class 3 contains 12129 members 
Mstep: Class 4 contains 98294 members 
Mstep: Class 5 contains 17898 members 
Mstep: Class 6 contains 23746 members 
Mstep: Class 7 contains 6069 members 
Mstep: Class 8 contains 83797 members 
Mstep: Class 9 contains 137374 members 
Mstep: Class 10 contains 10279 members 
Mstep: Class 11 contains 23598 members 
Mstep: Class 13 contains 12084 members 
Mstep: Class 14 contains 64090 members 
Mstep: Class 15 contains 42989 members 
Mstep: Class 16 contains 3910 members 
Mstep: Class 17 contains 22001 members 
Mstep: Class 19 contains 9032 members 
Mstep: Class 20 contains 31324 members 
Mstep: Class 21 contains 124100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85973248.000000 Penalty: 41805.562500
Iteration 9F: 20 clusters Score -8.597325e+07 nChanged 52969
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 1256 members 
Mstep: Class 3 contains 12189 members 
Mstep: Class 4 contains 111552 members 
Mstep: Class 5 contains 14388 members 
Mstep: Class 6 contains 20816 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 84568 members 
Mstep: Class 9 contains 131131 members 
Mstep: Class 10 contains 10202 members 
Mstep: Class 11 contains 23383 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 63577 members 
Mstep: Class 15 contains 42041 members 
Mstep: Class 16 contains 4786 members 
Mstep: Class 17 contains 20734 members 
Mstep: Class 19 contains 10167 members 
Mstep: Class 20 contains 30559 members 
Mstep: Class 21 contains 125313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86003496.000000 Penalty: 41805.562500
Iteration 10F: 20 clusters Score -8.60035e+07 nChanged 45612
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 12294 members 
Mstep: Class 4 contains 122813 members 
Mstep: Class 5 contains 11429 members 
Mstep: Class 6 contains 19158 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 86127 members 
Mstep: Class 9 contains 124987 members 
Mstep: Class 10 contains 9967 members 
Mstep: Class 11 contains 23328 members 
Mstep: Class 13 contains 12419 members 
Mstep: Class 14 contains 63785 members 
Mstep: Class 15 contains 40966 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 19443 members 
Mstep: Class 19 contains 10970 members 
Mstep: Class 20 contains 29395 members 
Mstep: Class 21 contains 125181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86026560.000000 Penalty: 41805.562500
Iteration 11F: 20 clusters Score -8.602656e+07 nChanged 39473
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 1328 members 
Mstep: Class 3 contains 12538 members 
Mstep: Class 4 contains 131670 members 
Mstep: Class 5 contains 9230 members 
Mstep: Class 6 contains 18463 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 87937 members 
Mstep: Class 9 contains 119397 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 23435 members 
Mstep: Class 13 contains 12532 members 
Mstep: Class 14 contains 64354 members 
Mstep: Class 15 contains 40101 members 
Mstep: Class 16 contains 6653 members 
Mstep: Class 17 contains 18177 members 
Mstep: Class 19 contains 11303 members 
Mstep: Class 20 contains 27995 members 
Mstep: Class 21 contains 124033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86043872.000000 Penalty: 41805.562500
Iteration 12F: 20 clusters Score -8.604387e+07 nChanged 33940
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 137717 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 18398 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 8 contains 89888 members 
Mstep: Class 9 contains 114786 members 
Mstep: Class 10 contains 8986 members 
Mstep: Class 11 contains 23762 members 
Mstep: Class 13 contains 12673 members 
Mstep: Class 14 contains 64874 members 
Mstep: Class 15 contains 39738 members 
Mstep: Class 16 contains 7497 members 
Mstep: Class 17 contains 16950 members 
Mstep: Class 19 contains 11437 members 
Mstep: Class 20 contains 26672 members 
Mstep: Class 21 contains 122343 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 13Q: 20 clusters Score -8.605666e+07 nChanged 29995
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 13367 members 
Mstep: Class 4 contains 141680 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 18831 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 91416 members 
Mstep: Class 9 contains 111379 members 
Mstep: Class 10 contains 8433 members 
Mstep: Class 11 contains 24116 members 
Mstep: Class 13 contains 12795 members 
Mstep: Class 14 contains 65170 members 
Mstep: Class 15 contains 39535 members 
Mstep: Class 16 contains 8368 members 
Mstep: Class 17 contains 15832 members 
Mstep: Class 19 contains 11473 members 
Mstep: Class 20 contains 25578 members 
Mstep: Class 21 contains 120403 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14Q: 20 clusters Score -8.606689e+07 nChanged 26450
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 13931 members 
Mstep: Class 4 contains 144246 members 
Mstep: Class 5 contains 6446 members 
Mstep: Class 6 contains 19652 members 
Mstep: Class 7 contains 3102 members 
Mstep: Class 8 contains 92643 members 
Mstep: Class 9 contains 108834 members 
Mstep: Class 10 contains 8065 members 
Mstep: Class 11 contains 24372 members 
Mstep: Class 13 contains 12874 members 
Mstep: Class 14 contains 65227 members 
Mstep: Class 15 contains 39184 members 
Mstep: Class 16 contains 9209 members 
Mstep: Class 17 contains 14800 members 
Mstep: Class 19 contains 11473 members 
Mstep: Class 20 contains 24780 members 
Mstep: Class 21 contains 118303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86075864.000000 Penalty: 41805.562500
Iteration 15Q: 20 clusters Score -8.607586e+07 nChanged 23838
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 14527 members 
Mstep: Class 4 contains 146028 members 
Mstep: Class 5 contains 6042 members 
Mstep: Class 6 contains 20593 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 93322 members 
Mstep: Class 9 contains 106915 members 
Mstep: Class 10 contains 7930 members 
Mstep: Class 11 contains 24581 members 
Mstep: Class 13 contains 12914 members 
Mstep: Class 14 contains 65190 members 
Mstep: Class 15 contains 38582 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 13872 members 
Mstep: Class 19 contains 11460 members 
Mstep: Class 20 contains 24171 members 
Mstep: Class 21 contains 116290 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -8.608344e+07 nChanged 21507
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 3329 members 
Mstep: Class 3 contains 15177 members 
Mstep: Class 4 contains 147111 members 
Mstep: Class 5 contains 5784 members 
Mstep: Class 6 contains 21524 members 
Mstep: Class 7 contains 2431 members 
Mstep: Class 8 contains 93683 members 
Mstep: Class 9 contains 105525 members 
Mstep: Class 10 contains 7846 members 
Mstep: Class 11 contains 24727 members 
Mstep: Class 13 contains 12898 members 
Mstep: Class 14 contains 64964 members 
Mstep: Class 15 contains 37902 members 
Mstep: Class 16 contains 11250 members 
Mstep: Class 17 contains 13050 members 
Mstep: Class 19 contains 11459 members 
Mstep: Class 20 contains 23727 members 
Mstep: Class 21 contains 114347 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -8.609053e+07 nChanged 19854
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 3580 members 
Mstep: Class 3 contains 15848 members 
Mstep: Class 4 contains 147841 members 
Mstep: Class 5 contains 5574 members 
Mstep: Class 6 contains 22471 members 
Mstep: Class 7 contains 2241 members 
Mstep: Class 8 contains 93857 members 
Mstep: Class 9 contains 104411 members 
Mstep: Class 10 contains 7807 members 
Mstep: Class 11 contains 24856 members 
Mstep: Class 13 contains 12825 members 
Mstep: Class 14 contains 64628 members 
Mstep: Class 15 contains 37273 members 
Mstep: Class 16 contains 12442 members 
Mstep: Class 17 contains 12235 members 
Mstep: Class 19 contains 11471 members 
Mstep: Class 20 contains 23330 members 
Mstep: Class 21 contains 112546 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -8.609743e+07 nChanged 18074
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 3780 members 
Mstep: Class 3 contains 16501 members 
Mstep: Class 4 contains 148254 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 23396 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 93777 members 
Mstep: Class 9 contains 103497 members 
Mstep: Class 10 contains 7811 members 
Mstep: Class 11 contains 24928 members 
Mstep: Class 13 contains 12762 members 
Mstep: Class 14 contains 64158 members 
Mstep: Class 15 contains 36632 members 
Mstep: Class 16 contains 13551 members 
Mstep: Class 17 contains 11519 members 
Mstep: Class 19 contains 11528 members 
Mstep: Class 20 contains 23005 members 
Mstep: Class 21 contains 111100 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -8.610214e+07 nChanged 16254
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 17109 members 
Mstep: Class 4 contains 148374 members 
Mstep: Class 5 contains 5324 members 
Mstep: Class 6 contains 24234 members 
Mstep: Class 7 contains 2101 members 
Mstep: Class 8 contains 93510 members 
Mstep: Class 9 contains 102741 members 
Mstep: Class 10 contains 7797 members 
Mstep: Class 11 contains 24900 members 
Mstep: Class 13 contains 12696 members 
Mstep: Class 14 contains 63680 members 
Mstep: Class 15 contains 36059 members 
Mstep: Class 16 contains 14495 members 
Mstep: Class 17 contains 10862 members 
Mstep: Class 19 contains 11622 members 
Mstep: Class 20 contains 22814 members 
Mstep: Class 21 contains 110105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 20F: 20 clusters Score -8.610724e+07 nChanged 15389
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 17603 members 
Mstep: Class 4 contains 148484 members 
Mstep: Class 5 contains 5204 members 
Mstep: Class 6 contains 25053 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 93258 members 
Mstep: Class 9 contains 101956 members 
Mstep: Class 10 contains 8054 members 
Mstep: Class 11 contains 24763 members 
Mstep: Class 13 contains 12649 members 
Mstep: Class 14 contains 63191 members 
Mstep: Class 15 contains 35462 members 
Mstep: Class 16 contains 15236 members 
Mstep: Class 17 contains 10267 members 
Mstep: Class 19 contains 11730 members 
Mstep: Class 20 contains 22699 members 
Mstep: Class 21 contains 109389 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -8.611187e+07 nChanged 14464
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 18035 members 
Mstep: Class 4 contains 148404 members 
Mstep: Class 5 contains 5108 members 
Mstep: Class 6 contains 25947 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 93051 members 
Mstep: Class 9 contains 101131 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 24526 members 
Mstep: Class 13 contains 12683 members 
Mstep: Class 14 contains 62691 members 
Mstep: Class 15 contains 34897 members 
Mstep: Class 16 contains 15788 members 
Mstep: Class 17 contains 9758 members 
Mstep: Class 19 contains 11835 members 
Mstep: Class 20 contains 22755 members 
Mstep: Class 21 contains 108879 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -8.611634e+07 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 18457 members 
Mstep: Class 4 contains 148219 members 
Mstep: Class 5 contains 5023 members 
Mstep: Class 6 contains 26833 members 
Mstep: Class 7 contains 1103 members 
Mstep: Class 8 contains 92849 members 
Mstep: Class 9 contains 100342 members 
Mstep: Class 10 contains 8440 members 
Mstep: Class 11 contains 24233 members 
Mstep: Class 13 contains 12720 members 
Mstep: Class 14 contains 62090 members 
Mstep: Class 15 contains 34424 members 
Mstep: Class 16 contains 16144 members 
Mstep: Class 17 contains 9346 members 
Mstep: Class 19 contains 11967 members 
Mstep: Class 20 contains 22974 members 
Mstep: Class 21 contains 108542 members 
Entering Unmasked Estep 
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Score: -86120520.000000 Penalty: 41805.562500
Iteration 23Q: 20 clusters Score -8.612052e+07 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 18838 members 
Mstep: Class 4 contains 147964 members 
Mstep: Class 5 contains 4932 members 
Mstep: Class 6 contains 27593 members 
Mstep: Class 7 contains 966 members 
Mstep: Class 8 contains 92540 members 
Mstep: Class 9 contains 99649 members 
Mstep: Class 10 contains 8537 members 
Mstep: Class 11 contains 23890 members 
Mstep: Class 13 contains 12777 members 
Mstep: Class 14 contains 61508 members 
Mstep: Class 15 contains 34024 members 
Mstep: Class 16 contains 16419 members 
Mstep: Class 17 contains 9011 members 
Mstep: Class 19 contains 12109 members 
Mstep: Class 20 contains 23308 members 
Mstep: Class 21 contains 108374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86123440.000000 Penalty: 41805.562500
Iteration 24Q: 20 clusters Score -8.612344e+07 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 19258 members 
Mstep: Class 4 contains 147548 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 28380 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 92270 members 
Mstep: Class 9 contains 98833 members 
Mstep: Class 10 contains 8602 members 
Mstep: Class 11 contains 23479 members 
Mstep: Class 13 contains 12844 members 
Mstep: Class 14 contains 61010 members 
Mstep: Class 15 contains 33699 members 
Mstep: Class 16 contains 16611 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 19 contains 12239 members 
Mstep: Class 20 contains 23816 members 
Mstep: Class 21 contains 108272 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -8.612632e+07 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 4027 members 
Mstep: Class 3 contains 19715 members 
Mstep: Class 4 contains 147169 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 29259 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 91973 members 
Mstep: Class 9 contains 97868 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 23109 members 
Mstep: Class 13 contains 12908 members 
Mstep: Class 14 contains 60503 members 
Mstep: Class 15 contains 33352 members 
Mstep: Class 16 contains 16768 members 
Mstep: Class 17 contains 8402 members 
Mstep: Class 19 contains 12349 members 
Mstep: Class 20 contains 24363 members 
Mstep: Class 21 contains 108214 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -8.612951e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 3878 members 
Mstep: Class 3 contains 20171 members 
Mstep: Class 4 contains 146725 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 30194 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 91805 members 
Mstep: Class 9 contains 96855 members 
Mstep: Class 10 contains 8612 members 
Mstep: Class 11 contains 22788 members 
Mstep: Class 13 contains 12983 members 
Mstep: Class 14 contains 59972 members 
Mstep: Class 15 contains 33005 members 
Mstep: Class 16 contains 16831 members 
Mstep: Class 17 contains 8117 members 
Mstep: Class 19 contains 12467 members 
Mstep: Class 20 contains 24925 members 
Mstep: Class 21 contains 108106 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -8.613137e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 3747 members 
Mstep: Class 3 contains 20603 members 
Mstep: Class 4 contains 146283 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 31164 members 
Mstep: Class 7 contains 767 members 
Mstep: Class 8 contains 91697 members 
Mstep: Class 9 contains 95872 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 22461 members 
Mstep: Class 13 contains 13066 members 
Mstep: Class 14 contains 59348 members 
Mstep: Class 15 contains 32698 members 
Mstep: Class 16 contains 16862 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 25509 members 
Mstep: Class 21 contains 107924 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -8.61338e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 3670 members 
Mstep: Class 3 contains 21040 members 
Mstep: Class 4 contains 145800 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 32189 members 
Mstep: Class 7 contains 756 members 
Mstep: Class 8 contains 91585 members 
Mstep: Class 9 contains 95001 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 22112 members 
Mstep: Class 13 contains 13123 members 
Mstep: Class 14 contains 58730 members 
Mstep: Class 15 contains 32433 members 
Mstep: Class 16 contains 16941 members 
Mstep: Class 17 contains 7616 members 
Mstep: Class 19 contains 12716 members 
Mstep: Class 20 contains 26032 members 
Mstep: Class 21 contains 107710 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -8.613598e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 3615 members 
Mstep: Class 3 contains 21526 members 
Mstep: Class 4 contains 145257 members 
Mstep: Class 5 contains 4644 members 
Mstep: Class 6 contains 33155 members 
Mstep: Class 7 contains 754 members 
Mstep: Class 8 contains 91507 members 
Mstep: Class 9 contains 94342 members 
Mstep: Class 10 contains 8505 members 
Mstep: Class 11 contains 21738 members 
Mstep: Class 13 contains 13195 members 
Mstep: Class 14 contains 58075 members 
Mstep: Class 15 contains 32154 members 
Mstep: Class 16 contains 17016 members 
Mstep: Class 17 contains 7383 members 
Mstep: Class 19 contains 12825 members 
Mstep: Class 20 contains 26520 members 
Mstep: Class 21 contains 107491 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -8.613826e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 3574 members 
Mstep: Class 3 contains 21963 members 
Mstep: Class 4 contains 144746 members 
Mstep: Class 5 contains 4602 members 
Mstep: Class 6 contains 34094 members 
Mstep: Class 7 contains 758 members 
Mstep: Class 8 contains 91386 members 
Mstep: Class 9 contains 93743 members 
Mstep: Class 10 contains 8468 members 
Mstep: Class 11 contains 21395 members 
Mstep: Class 13 contains 13269 members 
Mstep: Class 14 contains 57389 members 
Mstep: Class 15 contains 31936 members 
Mstep: Class 16 contains 17107 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 19 contains 12913 members 
Mstep: Class 20 contains 26971 members 
Mstep: Class 21 contains 107275 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -8.614113e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 22394 members 
Mstep: Class 4 contains 144263 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 34965 members 
Mstep: Class 7 contains 766 members 
Mstep: Class 8 contains 91124 members 
Mstep: Class 9 contains 93291 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 21031 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 56671 members 
Mstep: Class 15 contains 31745 members 
Mstep: Class 16 contains 17208 members 
Mstep: Class 17 contains 7011 members 
Mstep: Class 19 contains 13002 members 
Mstep: Class 20 contains 27411 members 
Mstep: Class 21 contains 107134 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -8.614382e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 3496 members 
Mstep: Class 3 contains 22840 members 
Mstep: Class 4 contains 143858 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 35749 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 8 contains 90916 members 
Mstep: Class 9 contains 92892 members 
Mstep: Class 10 contains 8391 members 
Mstep: Class 11 contains 20662 members 
Mstep: Class 13 contains 13418 members 
Mstep: Class 14 contains 55919 members 
Mstep: Class 15 contains 31559 members 
Mstep: Class 16 contains 17289 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 19 contains 13052 members 
Mstep: Class 20 contains 27813 members 
Mstep: Class 21 contains 107042 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -8.614566e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 23267 members 
Mstep: Class 4 contains 143436 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 36506 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 90689 members 
Mstep: Class 9 contains 92556 members 
Mstep: Class 10 contains 8347 members 
Mstep: Class 11 contains 20367 members 
Mstep: Class 13 contains 13482 members 
Mstep: Class 14 contains 55111 members 
Mstep: Class 15 contains 31385 members 
Mstep: Class 16 contains 17367 members 
Mstep: Class 17 contains 6684 members 
Mstep: Class 19 contains 13085 members 
Mstep: Class 20 contains 28175 members 
Mstep: Class 21 contains 107051 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -8.614729e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 3439 members 
Mstep: Class 3 contains 23686 members 
Mstep: Class 4 contains 143011 members 
Mstep: Class 5 contains 4450 members 
Mstep: Class 6 contains 37238 members 
Mstep: Class 7 contains 801 members 
Mstep: Class 8 contains 90440 members 
Mstep: Class 9 contains 92250 members 
Mstep: Class 10 contains 8330 members 
Mstep: Class 11 contains 20103 members 
Mstep: Class 13 contains 13543 members 
Mstep: Class 14 contains 54275 members 
Mstep: Class 15 contains 31226 members 
Mstep: Class 16 contains 17462 members 
Mstep: Class 17 contains 6542 members 
Mstep: Class 19 contains 13120 members 
Mstep: Class 20 contains 28474 members 
Mstep: Class 21 contains 107153 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -8.614932e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 3415 members 
Mstep: Class 3 contains 24135 members 
Mstep: Class 4 contains 142676 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 37843 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 90232 members 
Mstep: Class 9 contains 92045 members 
Mstep: Class 10 contains 8304 members 
Mstep: Class 11 contains 19859 members 
Mstep: Class 13 contains 13588 members 
Mstep: Class 14 contains 53331 members 
Mstep: Class 15 contains 31078 members 
Mstep: Class 16 contains 17540 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 19 contains 13156 members 
Mstep: Class 20 contains 28751 members 
Mstep: Class 21 contains 107314 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -8.615075e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 3399 members 
Mstep: Class 3 contains 24556 members 
Mstep: Class 4 contains 142343 members 
Mstep: Class 5 contains 4408 members 
Mstep: Class 6 contains 38367 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 90034 members 
Mstep: Class 9 contains 91839 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 19654 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 52442 members 
Mstep: Class 15 contains 30971 members 
Mstep: Class 16 contains 17628 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 19 contains 13181 members 
Mstep: Class 20 contains 28947 members 
Mstep: Class 21 contains 107512 members 
Entering Unmasked Estep 
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Iteration 37Q: 20 clusters Score -8.615285e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 141994 members 
Mstep: Class 5 contains 4408 members 
Mstep: Class 6 contains 38858 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 89930 members 
Mstep: Class 9 contains 91599 members 
Mstep: Class 10 contains 8239 members 
Mstep: Class 11 contains 19475 members 
Mstep: Class 13 contains 13716 members 
Mstep: Class 14 contains 51518 members 
Mstep: Class 15 contains 30873 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 19 contains 13192 members 
Mstep: Class 20 contains 29141 members 
Mstep: Class 21 contains 107743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86155144.000000 Penalty: 41805.562500
Iteration 38Q: 20 clusters Score -8.615514e+07 nChanged 5805
Entering ConstructFrom: 
Score: -86155144.000000 Penalty: 41805.562500
Entering ConstructFrom: 
Trying to split cluster 1 (65780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Entering Unmasked Estep 
Score: -7659716.000000 Penalty: 1802.786621
	Iteration 0F: 2 clusters Score -7659716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -7615902.500000 Penalty: 3605.573242
	Iteration 0F: 3 clusters Score -7615902 nChanged 31208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -7634177.500000 Penalty: 3605.573242
	Iteration 1F: 3 clusters Score -7634178 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -7635530.500000 Penalty: 3605.573242
	Iteration 2Q: 3 clusters Score -7635530 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -7637468.500000 Penalty: 3605.573242
	Iteration 3F: 3 clusters Score -7637468 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -7640350.000000 Penalty: 3605.573242
	Iteration 4F: 3 clusters Score -7640350 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -7644254.500000 Penalty: 3605.573242
	Iteration 5F: 3 clusters Score -7644254 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -7648372.500000 Penalty: 3605.573242
	Iteration 6F: 3 clusters Score -7648372 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -7651362.500000 Penalty: 3605.573242
	Iteration 7F: 3 clusters Score -7651362 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -7653073.000000 Penalty: 3605.573242
	Iteration 8Q: 3 clusters Score -7653073 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -7654056.500000 Penalty: 3605.573242
	Iteration 9Q: 3 clusters Score -7654056 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -7654820.000000 Penalty: 3605.573242
	Iteration 10Q: 3 clusters Score -7654820 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -7655390.000000 Penalty: 3605.573242
	Iteration 11Q: 3 clusters Score -7655390 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -7655894.000000 Penalty: 3605.573242
	Iteration 12Q: 3 clusters Score -7655894 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -7656275.500000 Penalty: 3605.573242
	Iteration 13Q: 3 clusters Score -7656276 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -7656553.000000 Penalty: 3605.573242
	Iteration 14Q: 3 clusters Score -7656553 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -7656828.500000 Penalty: 3605.573242
	Iteration 15Q: 3 clusters Score -7656828 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -7657101.000000 Penalty: 3605.573242
	Iteration 16Q: 3 clusters Score -7657101 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -7657294.000000 Penalty: 3605.573242
	Iteration 17Q: 3 clusters Score -7657294 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -7657466.000000 Penalty: 3605.573242
	Iteration 18Q: 3 clusters Score -7657466 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -7657602.000000 Penalty: 3605.573242
	Iteration 19Q: 3 clusters Score -7657602 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -7657717.500000 Penalty: 3605.573242
	Iteration 20F: 3 clusters Score -7657718 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -7657804.000000 Penalty: 3605.573242
	Iteration 21Q: 3 clusters Score -7657804 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -7657890.000000 Penalty: 3605.573242
	Iteration 22Q: 3 clusters Score -7657890 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -7657965.500000 Penalty: 3605.573242
	Iteration 23Q: 3 clusters Score -7657966 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -7658042.000000 Penalty: 3605.573242
	Iteration 24Q: 3 clusters Score -7658042 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -7658071.500000 Penalty: 3605.573242
	Iteration 25Q: 3 clusters Score -7658072 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -7658110.500000 Penalty: 3605.573242
	Iteration 26Q: 3 clusters Score -7658110 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -7658156.000000 Penalty: 3605.573242
	Iteration 27Q: 3 clusters Score -7658156 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -7658187.500000 Penalty: 3605.573242
	Iteration 28Q: 3 clusters Score -7658188 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 63566 members 
Entering Unmasked Estep 
Score: -7658228.500000 Penalty: 3605.573242
	Iteration 29Q: 3 clusters Score -7658228 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -7658261.500000 Penalty: 3605.573242
	Iteration 30Q: 3 clusters Score -7658262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -7658309.000000 Penalty: 3605.573242
	Iteration 31Q: 3 clusters Score -7658309 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -7658355.000000 Penalty: 3605.573242
	Iteration 32Q: 3 clusters Score -7658355 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -7658384.000000 Penalty: 3605.573242
	Iteration 33Q: 3 clusters Score -7658384 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 64066 members 
Entering Unmasked Estep 
Score: -7658429.000000 Penalty: 3605.573242
	Iteration 34Q: 3 clusters Score -7658429 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -7658481.000000 Penalty: 3605.573242
	Iteration 35Q: 3 clusters Score -7658481 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -7658509.500000 Penalty: 3605.573242
	Iteration 36Q: 3 clusters Score -7658510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -7658535.500000 Penalty: 3605.573242
	Iteration 37Q: 3 clusters Score -7658536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -7658541.000000 Penalty: 3605.573242
	Iteration 38Q: 3 clusters Score -7658541 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -7658563.500000 Penalty: 3605.573242
	Iteration 39Q: 3 clusters Score -7658564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -7658591.000000 Penalty: 3605.573242
	Iteration 40F: 3 clusters Score -7658591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -7658611.000000 Penalty: 3605.573242
	Iteration 41Q: 3 clusters Score -7658611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -7658633.000000 Penalty: 3605.573242
	Iteration 42Q: 3 clusters Score -7658633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -7658637.500000 Penalty: 3605.573242
	Iteration 43Q: 3 clusters Score -7658638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -7658654.000000 Penalty: 3605.573242
	Iteration 44Q: 3 clusters Score -7658654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -7658667.000000 Penalty: 3605.573242
	Iteration 45Q: 3 clusters Score -7658667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -7658676.500000 Penalty: 3605.573242
	Iteration 46Q: 3 clusters Score -7658676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -7658691.500000 Penalty: 3605.573242
	Iteration 47Q: 3 clusters Score -7658692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -7658711.500000 Penalty: 3605.573242
	Iteration 48Q: 3 clusters Score -7658712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -7658726.500000 Penalty: 3605.573242
	Iteration 49Q: 3 clusters Score -7658726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -7658721.500000 Penalty: 3605.573242
	Iteration 50Q: 3 clusters Score -7658722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -7658723.500000 Penalty: 3605.573242
	Iteration 51Q: 3 clusters Score -7658724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -7658738.500000 Penalty: 3605.573242
	Iteration 52Q: 3 clusters Score -7658738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -7658752.000000 Penalty: 3605.573242
	Iteration 53Q: 3 clusters Score -7658752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -7658746.000000 Penalty: 3605.573242
	Iteration 54Q: 3 clusters Score -7658746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -7658750.500000 Penalty: 3605.573242
	Iteration 55Q: 3 clusters Score -7658750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -7658757.000000 Penalty: 3605.573242
	Iteration 56Q: 3 clusters Score -7658757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -7658760.000000 Penalty: 3605.573242
	Iteration 57Q: 3 clusters Score -7658760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -7658764.500000 Penalty: 3605.573242
	Iteration 58Q: 3 clusters Score -7658764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 64600 members 
Entering Unmasked Estep 
Score: -7658762.500000 Penalty: 3605.573242
	Iteration 59Q: 3 clusters Score -7658762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 64601 members 
Entering Unmasked Estep 
Score: -7658765.500000 Penalty: 3605.573242
	Iteration 60F: 3 clusters Score -7658766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -371582.562500 Penalty: 1319.981812
	Iteration 0F: 2 clusters Score -371582.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -368646.125000 Penalty: 2639.963623
	Iteration 0F: 3 clusters Score -368646.1 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -369515.500000 Penalty: 2639.963623
	Iteration 1F: 3 clusters Score -369515.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -369713.750000 Penalty: 2639.963623
	Iteration 2F: 3 clusters Score -369713.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -369873.125000 Penalty: 2639.963623
	Iteration 3F: 3 clusters Score -369873.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -370031.937500 Penalty: 2639.963623
	Iteration 4F: 3 clusters Score -370031.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -370168.406250 Penalty: 2639.963623
	Iteration 5Q: 3 clusters Score -370168.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -370280.218750 Penalty: 2639.963623
	Iteration 6Q: 3 clusters Score -370280.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -370383.625000 Penalty: 2639.963623
	Iteration 7Q: 3 clusters Score -370383.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -370454.406250 Penalty: 2639.963623
	Iteration 8Q: 3 clusters Score -370454.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -370512.125000 Penalty: 2639.963623
	Iteration 9Q: 3 clusters Score -370512.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -370543.875000 Penalty: 2639.963623
	Iteration 10Q: 3 clusters Score -370543.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -370565.906250 Penalty: 2639.963623
	Iteration 11Q: 3 clusters Score -370565.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -370586.312500 Penalty: 2639.963623
	Iteration 12Q: 3 clusters Score -370586.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -370603.031250 Penalty: 2639.963623
	Iteration 13Q: 3 clusters Score -370603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -370612.906250 Penalty: 2639.963623
	Iteration 14Q: 3 clusters Score -370612.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -370621.625000 Penalty: 2639.963623
	Iteration 15Q: 3 clusters Score -370621.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -370631.062500 Penalty: 2639.963623
	Iteration 16Q: 3 clusters Score -370631.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -370640.593750 Penalty: 2639.963623
	Iteration 17Q: 3 clusters Score -370640.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -370648.218750 Penalty: 2639.963623
	Iteration 18Q: 3 clusters Score -370648.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -370655.750000 Penalty: 2639.963623
	Iteration 19Q: 3 clusters Score -370655.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -370660.250000 Penalty: 2639.963623
	Iteration 20F: 3 clusters Score -370660.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -370663.531250 Penalty: 2639.963623
	Iteration 21Q: 3 clusters Score -370663.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -370666.250000 Penalty: 2639.963623
	Iteration 22Q: 3 clusters Score -370666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -370668.750000 Penalty: 2639.963623
	Iteration 23Q: 3 clusters Score -370668.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -370670.718750 Penalty: 2639.963623
	Iteration 24Q: 3 clusters Score -370670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -370671.593750 Penalty: 2639.963623
	Iteration 25Q: 3 clusters Score -370671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -370673.656250 Penalty: 2639.963623
	Iteration 26Q: 3 clusters Score -370673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -370678.125000 Penalty: 2639.963623
	Iteration 27Q: 3 clusters Score -370678.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -370683.593750 Penalty: 2639.963623
	Iteration 28Q: 3 clusters Score -370683.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -370687.531250 Penalty: 2639.963623
	Iteration 29Q: 3 clusters Score -370687.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -370691.062500 Penalty: 2639.963623
	Iteration 30Q: 3 clusters Score -370691.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -370696.062500 Penalty: 2639.963623
	Iteration 31Q: 3 clusters Score -370696.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -370703.531250 Penalty: 2639.963623
	Iteration 32Q: 3 clusters Score -370703.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -370710.250000 Penalty: 2639.963623
	Iteration 33Q: 3 clusters Score -370710.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -370712.875000 Penalty: 2639.963623
	Iteration 34Q: 3 clusters Score -370712.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -370718.937500 Penalty: 2639.963623
	Iteration 35Q: 3 clusters Score -370718.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -370722.968750 Penalty: 2639.963623
	Iteration 36Q: 3 clusters Score -370723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -370727.687500 Penalty: 2639.963623
	Iteration 37Q: 3 clusters Score -370727.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -370733.687500 Penalty: 2639.963623
	Iteration 38Q: 3 clusters Score -370733.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -370740.875000 Penalty: 2639.963623
	Iteration 39Q: 3 clusters Score -370740.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -370746.343750 Penalty: 2639.963623
	Iteration 40F: 3 clusters Score -370746.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -370752.031250 Penalty: 2639.963623
	Iteration 41Q: 3 clusters Score -370752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -370761.968750 Penalty: 2639.963623
	Iteration 42Q: 3 clusters Score -370762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -370771.750000 Penalty: 2639.963623
	Iteration 43Q: 3 clusters Score -370771.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -370778.031250 Penalty: 2639.963623
	Iteration 44Q: 3 clusters Score -370778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -370782.531250 Penalty: 2639.963623
	Iteration 45Q: 3 clusters Score -370782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -370785.062500 Penalty: 2639.963623
	Iteration 46Q: 3 clusters Score -370785.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -370789.625000 Penalty: 2639.963623
	Iteration 47Q: 3 clusters Score -370789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -370791.343750 Penalty: 2639.963623
	Iteration 48Q: 3 clusters Score -370791.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -370793.250000 Penalty: 2639.963623
	Iteration 49Q: 3 clusters Score -370793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -370794.718750 Penalty: 2639.963623
	Iteration 50Q: 3 clusters Score -370794.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -370795.312500 Penalty: 2639.963623
	Iteration 51Q: 3 clusters Score -370795.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -370797.062500 Penalty: 2639.963623
	Iteration 52Q: 3 clusters Score -370797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -370797.718750 Penalty: 2639.963623
	Iteration 53Q: 3 clusters Score -370797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -370797.625000 Penalty: 2639.963623
	Iteration 54Q: 3 clusters Score -370797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -370797.625000 Penalty: 2639.963623
	Iteration 55F: 3 clusters Score -370797.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Entering Unmasked Estep 
Score: -2963750.500000 Penalty: 1647.753418
	Iteration 0F: 2 clusters Score -2963750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2946535.750000 Penalty: 3295.506836
	Iteration 0F: 3 clusters Score -2946536 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2953054.250000 Penalty: 3295.506836
	Iteration 1F: 3 clusters Score -2953054 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2953403.500000 Penalty: 3295.506836
	Iteration 2Q: 3 clusters Score -2953404 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2953754.250000 Penalty: 3295.506836
	Iteration 3Q: 3 clusters Score -2953754 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2954136.000000 Penalty: 3295.506836
	Iteration 4Q: 3 clusters Score -2954136 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2954633.750000 Penalty: 3295.506836
	Iteration 5Q: 3 clusters Score -2954634 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2955243.500000 Penalty: 3295.506836
	Iteration 6Q: 3 clusters Score -2955244 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2956077.750000 Penalty: 3295.506836
	Iteration 7F: 3 clusters Score -2956078 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2957116.000000 Penalty: 3295.506836
	Iteration 8F: 3 clusters Score -2957116 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2958391.000000 Penalty: 3295.506836
	Iteration 9F: 3 clusters Score -2958391 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2959422.250000 Penalty: 3295.506836
	Iteration 10F: 3 clusters Score -2959422 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2959900.250000 Penalty: 3295.506836
	Iteration 11Q: 3 clusters Score -2959900 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2960111.750000 Penalty: 3295.506836
	Iteration 12Q: 3 clusters Score -2960112 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2960257.250000 Penalty: 3295.506836
	Iteration 13Q: 3 clusters Score -2960257 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2960388.000000 Penalty: 3295.506836
	Iteration 14Q: 3 clusters Score -2960388 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2960483.500000 Penalty: 3295.506836
	Iteration 15Q: 3 clusters Score -2960484 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2960568.000000 Penalty: 3295.506836
	Iteration 16Q: 3 clusters Score -2960568 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2960626.750000 Penalty: 3295.506836
	Iteration 17Q: 3 clusters Score -2960627 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2960695.250000 Penalty: 3295.506836
	Iteration 18Q: 3 clusters Score -2960695 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2960742.750000 Penalty: 3295.506836
	Iteration 19Q: 3 clusters Score -2960743 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2960798.750000 Penalty: 3295.506836
	Iteration 20F: 3 clusters Score -2960799 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2960850.000000 Penalty: 3295.506836
	Iteration 21Q: 3 clusters Score -2960850 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2960902.250000 Penalty: 3295.506836
	Iteration 22Q: 3 clusters Score -2960902 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2960953.250000 Penalty: 3295.506836
	Iteration 23Q: 3 clusters Score -2960953 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2960987.750000 Penalty: 3295.506836
	Iteration 24Q: 3 clusters Score -2960988 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2961019.500000 Penalty: 3295.506836
	Iteration 25Q: 3 clusters Score -2961020 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2961058.500000 Penalty: 3295.506836
	Iteration 26Q: 3 clusters Score -2961058 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2961087.750000 Penalty: 3295.506836
	Iteration 27Q: 3 clusters Score -2961088 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2961133.000000 Penalty: 3295.506836
	Iteration 28Q: 3 clusters Score -2961133 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2961178.250000 Penalty: 3295.506836
	Iteration 29Q: 3 clusters Score -2961178 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2961222.750000 Penalty: 3295.506836
	Iteration 30Q: 3 clusters Score -2961223 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2961273.500000 Penalty: 3295.506836
	Iteration 31Q: 3 clusters Score -2961274 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2961320.000000 Penalty: 3295.506836
	Iteration 32Q: 3 clusters Score -2961320 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2961360.000000 Penalty: 3295.506836
	Iteration 33Q: 3 clusters Score -2961360 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2961416.250000 Penalty: 3295.506836
	Iteration 34Q: 3 clusters Score -2961416 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2961445.750000 Penalty: 3295.506836
	Iteration 35Q: 3 clusters Score -2961446 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2961487.000000 Penalty: 3295.506836
	Iteration 36Q: 3 clusters Score -2961487 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2961499.250000 Penalty: 3295.506836
	Iteration 37Q: 3 clusters Score -2961499 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2961530.500000 Penalty: 3295.506836
	Iteration 38Q: 3 clusters Score -2961530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2961555.500000 Penalty: 3295.506836
	Iteration 39Q: 3 clusters Score -2961556 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2961576.500000 Penalty: 3295.506836
	Iteration 40F: 3 clusters Score -2961576 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2961602.750000 Penalty: 3295.506836
	Iteration 41Q: 3 clusters Score -2961603 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2961631.000000 Penalty: 3295.506836
	Iteration 42Q: 3 clusters Score -2961631 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2961671.750000 Penalty: 3295.506836
	Iteration 43Q: 3 clusters Score -2961672 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2961707.250000 Penalty: 3295.506836
	Iteration 44Q: 3 clusters Score -2961707 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2961745.500000 Penalty: 3295.506836
	Iteration 45Q: 3 clusters Score -2961746 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2961770.500000 Penalty: 3295.506836
	Iteration 46Q: 3 clusters Score -2961770 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2961788.250000 Penalty: 3295.506836
	Iteration 47Q: 3 clusters Score -2961788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2961805.500000 Penalty: 3295.506836
	Iteration 48Q: 3 clusters Score -2961806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2961820.000000 Penalty: 3295.506836
	Iteration 49Q: 3 clusters Score -2961820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2961822.250000 Penalty: 3295.506836
	Iteration 50Q: 3 clusters Score -2961822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2961833.500000 Penalty: 3295.506836
	Iteration 51Q: 3 clusters Score -2961834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2961840.250000 Penalty: 3295.506836
	Iteration 52Q: 3 clusters Score -2961840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2961847.000000 Penalty: 3295.506836
	Iteration 53Q: 3 clusters Score -2961847 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2961860.750000 Penalty: 3295.506836
	Iteration 54Q: 3 clusters Score -2961861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2961870.000000 Penalty: 3295.506836
	Iteration 55Q: 3 clusters Score -2961870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2961874.750000 Penalty: 3295.506836
	Iteration 56Q: 3 clusters Score -2961875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2961877.500000 Penalty: 3295.506836
	Iteration 57Q: 3 clusters Score -2961878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2961896.000000 Penalty: 3295.506836
	Iteration 58Q: 3 clusters Score -2961896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2961906.000000 Penalty: 3295.506836
	Iteration 59Q: 3 clusters Score -2961906 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2961919.750000 Penalty: 3295.506836
	Iteration 60F: 3 clusters Score -2961920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2961927.000000 Penalty: 3295.506836
	Iteration 61Q: 3 clusters Score -2961927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2961946.750000 Penalty: 3295.506836
	Iteration 62Q: 3 clusters Score -2961947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2961962.000000 Penalty: 3295.506836
	Iteration 63Q: 3 clusters Score -2961962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2961979.250000 Penalty: 3295.506836
	Iteration 64Q: 3 clusters Score -2961979 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2962006.750000 Penalty: 3295.506836
	Iteration 65Q: 3 clusters Score -2962007 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2962036.000000 Penalty: 3295.506836
	Iteration 66Q: 3 clusters Score -2962036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2962054.500000 Penalty: 3295.506836
	Iteration 67Q: 3 clusters Score -2962054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2962060.500000 Penalty: 3295.506836
	Iteration 68Q: 3 clusters Score -2962060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2962074.500000 Penalty: 3295.506836
	Iteration 69Q: 3 clusters Score -2962074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2962091.250000 Penalty: 3295.506836
	Iteration 70Q: 3 clusters Score -2962091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2962108.750000 Penalty: 3295.506836
	Iteration 71Q: 3 clusters Score -2962109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2962118.500000 Penalty: 3295.506836
	Iteration 72Q: 3 clusters Score -2962118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2962131.000000 Penalty: 3295.506836
	Iteration 73Q: 3 clusters Score -2962131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2962151.500000 Penalty: 3295.506836
	Iteration 74Q: 3 clusters Score -2962152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2962173.250000 Penalty: 3295.506836
	Iteration 75Q: 3 clusters Score -2962173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2962186.250000 Penalty: 3295.506836
	Iteration 76Q: 3 clusters Score -2962186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2962198.500000 Penalty: 3295.506836
	Iteration 77Q: 3 clusters Score -2962198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2962216.250000 Penalty: 3295.506836
	Iteration 78Q: 3 clusters Score -2962216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2962233.500000 Penalty: 3295.506836
	Iteration 79Q: 3 clusters Score -2962234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2962249.000000 Penalty: 3295.506836
	Iteration 80F: 3 clusters Score -2962249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2962259.250000 Penalty: 3295.506836
	Iteration 81Q: 3 clusters Score -2962259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2962259.500000 Penalty: 3295.506836
	Iteration 82Q: 3 clusters Score -2962260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2962267.750000 Penalty: 3295.506836
	Iteration 83Q: 3 clusters Score -2962268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2962277.250000 Penalty: 3295.506836
	Iteration 84Q: 3 clusters Score -2962277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2962286.500000 Penalty: 3295.506836
	Iteration 85Q: 3 clusters Score -2962286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2962289.500000 Penalty: 3295.506836
	Iteration 86Q: 3 clusters Score -2962290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2962291.500000 Penalty: 3295.506836
	Iteration 87Q: 3 clusters Score -2962292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2962303.000000 Penalty: 3295.506836
	Iteration 88Q: 3 clusters Score -2962303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2962304.500000 Penalty: 3295.506836
	Iteration 89Q: 3 clusters Score -2962304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2962320.750000 Penalty: 3295.506836
	Iteration 90Q: 3 clusters Score -2962321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2962323.000000 Penalty: 3295.506836
	Iteration 91Q: 3 clusters Score -2962323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2962328.750000 Penalty: 3295.506836
	Iteration 92Q: 3 clusters Score -2962329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2962330.750000 Penalty: 3295.506836
	Iteration 93Q: 3 clusters Score -2962331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2962351.500000 Penalty: 3295.506836
	Iteration 94Q: 3 clusters Score -2962352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2962357.250000 Penalty: 3295.506836
	Iteration 95Q: 3 clusters Score -2962357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2962363.000000 Penalty: 3295.506836
	Iteration 96Q: 3 clusters Score -2962363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2962361.500000 Penalty: 3295.506836
	Iteration 97Q: 3 clusters Score -2962362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2962364.250000 Penalty: 3295.506836
	Iteration 98Q: 3 clusters Score -2962364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2962366.750000 Penalty: 3295.506836
	Iteration 99Q: 3 clusters Score -2962367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2962370.250000 Penalty: 3295.506836
	Iteration 100F: 3 clusters Score -2962370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2962369.250000 Penalty: 3295.506836
	Iteration 101Q: 3 clusters Score -2962369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2962370.000000 Penalty: 3295.506836
	Iteration 102Q: 3 clusters Score -2962370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2962372.500000 Penalty: 3295.506836
	Iteration 103Q: 3 clusters Score -2962372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2962375.750000 Penalty: 3295.506836
	Iteration 104Q: 3 clusters Score -2962376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2962375.750000 Penalty: 3295.506836
	Iteration 105F: 3 clusters Score -2962376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (141700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Entering Unmasked Estep 
Score: -16279210.000000 Penalty: 1927.488403
	Iteration 0F: 2 clusters Score -1.627921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -16192862.000000 Penalty: 3854.976807
	Iteration 0F: 3 clusters Score -1.619286e+07 nChanged 68262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -16232652.000000 Penalty: 3854.976807
	Iteration 1F: 3 clusters Score -1.623265e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -16233621.000000 Penalty: 3854.976807
	Iteration 2Q: 3 clusters Score -1.623362e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -16235149.000000 Penalty: 3854.976807
	Iteration 3Q: 3 clusters Score -1.623515e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -16237253.000000 Penalty: 3854.976807
	Iteration 4Q: 3 clusters Score -1.623725e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -16240452.000000 Penalty: 3854.976807
	Iteration 5Q: 3 clusters Score -1.624045e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85275 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -16244745.000000 Penalty: 3854.976807
	Iteration 6F: 3 clusters Score -1.624474e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -16250685.000000 Penalty: 3854.976807
	Iteration 7F: 3 clusters Score -1.625068e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -16256996.000000 Penalty: 3854.976807
	Iteration 8F: 3 clusters Score -1.6257e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -16262647.000000 Penalty: 3854.976807
	Iteration 9F: 3 clusters Score -1.626265e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -16266324.000000 Penalty: 3854.976807
	Iteration 10Q: 3 clusters Score -1.626632e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107841 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -16268293.000000 Penalty: 3854.976807
	Iteration 11Q: 3 clusters Score -1.626829e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110912 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -16269554.000000 Penalty: 3854.976807
	Iteration 12Q: 3 clusters Score -1.626955e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113971 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -16270561.000000 Penalty: 3854.976807
	Iteration 13Q: 3 clusters Score -1.627056e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117034 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -16271683.000000 Penalty: 3854.976807
	Iteration 14Q: 3 clusters Score -1.627168e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120166 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -16272710.000000 Penalty: 3854.976807
	Iteration 15Q: 3 clusters Score -1.627271e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123180 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -16273527.000000 Penalty: 3854.976807
	Iteration 16Q: 3 clusters Score -1.627353e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125996 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -16274385.000000 Penalty: 3854.976807
	Iteration 17Q: 3 clusters Score -1.627438e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128580 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -16275150.000000 Penalty: 3854.976807
	Iteration 18Q: 3 clusters Score -1.627515e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130848 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -16275736.000000 Penalty: 3854.976807
	Iteration 19Q: 3 clusters Score -1.627574e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132753 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -16276325.000000 Penalty: 3854.976807
	Iteration 20F: 3 clusters Score -1.627632e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134354 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -16276699.000000 Penalty: 3854.976807
	Iteration 21Q: 3 clusters Score -1.62767e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135588 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -16277015.000000 Penalty: 3854.976807
	Iteration 22Q: 3 clusters Score -1.627702e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136555 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -16277188.000000 Penalty: 3854.976807
	Iteration 23Q: 3 clusters Score -1.627719e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137301 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -16277431.000000 Penalty: 3854.976807
	Iteration 24Q: 3 clusters Score -1.627743e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137907 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -16277660.000000 Penalty: 3854.976807
	Iteration 25Q: 3 clusters Score -1.627766e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138418 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -16277678.000000 Penalty: 3854.976807
	Iteration 26Q: 3 clusters Score -1.627768e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138848 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -16277727.000000 Penalty: 3854.976807
	Iteration 27Q: 3 clusters Score -1.627773e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139204 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -16277750.000000 Penalty: 3854.976807
	Iteration 28Q: 3 clusters Score -1.627775e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139488 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -16277755.000000 Penalty: 3854.976807
	Iteration 29Q: 3 clusters Score -1.627776e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139737 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -16277760.000000 Penalty: 3854.976807
	Iteration 30Q: 3 clusters Score -1.627776e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139959 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -16277786.000000 Penalty: 3854.976807
	Iteration 31Q: 3 clusters Score -1.627779e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140130 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -16277782.000000 Penalty: 3854.976807
	Iteration 32Q: 3 clusters Score -1.627778e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140279 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -16277850.000000 Penalty: 3854.976807
	Iteration 33Q: 3 clusters Score -1.627785e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140433 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -16277888.000000 Penalty: 3854.976807
	Iteration 34Q: 3 clusters Score -1.627789e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140573 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -16277883.000000 Penalty: 3854.976807
	Iteration 35Q: 3 clusters Score -1.627788e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140673 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16277851.000000 Penalty: 3854.976807
	Iteration 36Q: 3 clusters Score -1.627785e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140760 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -16277822.000000 Penalty: 3854.976807
	Iteration 37Q: 3 clusters Score -1.627782e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140825 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -16277821.000000 Penalty: 3854.976807
	Iteration 38Q: 3 clusters Score -1.627782e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140872 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -16277830.000000 Penalty: 3854.976807
	Iteration 39Q: 3 clusters Score -1.627783e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140913 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -16277835.000000 Penalty: 3854.976807
	Iteration 40F: 3 clusters Score -1.627784e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140950 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -16277857.000000 Penalty: 3854.976807
	Iteration 41Q: 3 clusters Score -1.627786e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140984 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -16277843.000000 Penalty: 3854.976807
	Iteration 42Q: 3 clusters Score -1.627784e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141019 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -16277820.000000 Penalty: 3854.976807
	Iteration 43Q: 3 clusters Score -1.627782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141044 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -16277848.000000 Penalty: 3854.976807
	Iteration 44Q: 3 clusters Score -1.627785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141074 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -16277859.000000 Penalty: 3854.976807
	Iteration 45Q: 3 clusters Score -1.627786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141088 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -16277868.000000 Penalty: 3854.976807
	Iteration 46Q: 3 clusters Score -1.627787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141110 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -16277844.000000 Penalty: 3854.976807
	Iteration 47Q: 3 clusters Score -1.627784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141124 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -16277851.000000 Penalty: 3854.976807
	Iteration 48Q: 3 clusters Score -1.627785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141142 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -16277858.000000 Penalty: 3854.976807
	Iteration 49Q: 3 clusters Score -1.627786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141158 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -16277864.000000 Penalty: 3854.976807
	Iteration 50Q: 3 clusters Score -1.627786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141166 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -16277862.000000 Penalty: 3854.976807
	Iteration 51Q: 3 clusters Score -1.627786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141173 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -16277864.000000 Penalty: 3854.976807
	Iteration 52Q: 3 clusters Score -1.627786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141175 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -16277866.000000 Penalty: 3854.976807
	Iteration 53Q: 3 clusters Score -1.627787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141177 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -16277861.000000 Penalty: 3854.976807
	Iteration 54Q: 3 clusters Score -1.627786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141178 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -16277872.000000 Penalty: 3854.976807
	Iteration 55Q: 3 clusters Score -1.627787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141180 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16277871.000000 Penalty: 3854.976807
	Iteration 56Q: 3 clusters Score -1.627787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141182 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -16277866.000000 Penalty: 3854.976807
	Iteration 57Q: 3 clusters Score -1.627787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141183 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16277865.000000 Penalty: 3854.976807
	Iteration 58Q: 3 clusters Score -1.627786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141183 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16277865.000000 Penalty: 3854.976807
	Iteration 59F: 3 clusters Score -1.627786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -518546.468750 Penalty: 1363.971191
	Iteration 0F: 2 clusters Score -518546.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -514881.062500 Penalty: 2727.942383
	Iteration 0F: 3 clusters Score -514881.1 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -515880.843750 Penalty: 2727.942383
	Iteration 1F: 3 clusters Score -515880.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -516065.562500 Penalty: 2727.942383
	Iteration 2F: 3 clusters Score -516065.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -516189.187500 Penalty: 2727.942383
	Iteration 3F: 3 clusters Score -516189.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -516312.312500 Penalty: 2727.942383
	Iteration 4Q: 3 clusters Score -516312.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -516409.093750 Penalty: 2727.942383
	Iteration 5Q: 3 clusters Score -516409.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -516479.468750 Penalty: 2727.942383
	Iteration 6Q: 3 clusters Score -516479.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -516544.468750 Penalty: 2727.942383
	Iteration 7Q: 3 clusters Score -516544.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -516604.687500 Penalty: 2727.942383
	Iteration 8Q: 3 clusters Score -516604.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -516664.781250 Penalty: 2727.942383
	Iteration 9Q: 3 clusters Score -516664.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -516722.218750 Penalty: 2727.942383
	Iteration 10Q: 3 clusters Score -516722.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -516777.156250 Penalty: 2727.942383
	Iteration 11Q: 3 clusters Score -516777.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -516828.000000 Penalty: 2727.942383
	Iteration 12Q: 3 clusters Score -516828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -516879.843750 Penalty: 2727.942383
	Iteration 13Q: 3 clusters Score -516879.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -516931.656250 Penalty: 2727.942383
	Iteration 14Q: 3 clusters Score -516931.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -516965.812500 Penalty: 2727.942383
	Iteration 15Q: 3 clusters Score -516965.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -516993.750000 Penalty: 2727.942383
	Iteration 16Q: 3 clusters Score -516993.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -517016.687500 Penalty: 2727.942383
	Iteration 17Q: 3 clusters Score -517016.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -517031.843750 Penalty: 2727.942383
	Iteration 18Q: 3 clusters Score -517031.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -517045.875000 Penalty: 2727.942383
	Iteration 19Q: 3 clusters Score -517045.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -517056.968750 Penalty: 2727.942383
	Iteration 20F: 3 clusters Score -517057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -517064.906250 Penalty: 2727.942383
	Iteration 21Q: 3 clusters Score -517064.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -517073.281250 Penalty: 2727.942383
	Iteration 22Q: 3 clusters Score -517073.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -517078.281250 Penalty: 2727.942383
	Iteration 23Q: 3 clusters Score -517078.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -517083.062500 Penalty: 2727.942383
	Iteration 24Q: 3 clusters Score -517083.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -517086.531250 Penalty: 2727.942383
	Iteration 25Q: 3 clusters Score -517086.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -517089.125000 Penalty: 2727.942383
	Iteration 26Q: 3 clusters Score -517089.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -517092.937500 Penalty: 2727.942383
	Iteration 27Q: 3 clusters Score -517092.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -517094.125000 Penalty: 2727.942383
	Iteration 28Q: 3 clusters Score -517094.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -517097.656250 Penalty: 2727.942383
	Iteration 29Q: 3 clusters Score -517097.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -517100.812500 Penalty: 2727.942383
	Iteration 30Q: 3 clusters Score -517100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -517102.593750 Penalty: 2727.942383
	Iteration 31Q: 3 clusters Score -517102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -517103.500000 Penalty: 2727.942383
	Iteration 32Q: 3 clusters Score -517103.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -517104.625000 Penalty: 2727.942383
	Iteration 33Q: 3 clusters Score -517104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -517104.875000 Penalty: 2727.942383
	Iteration 34Q: 3 clusters Score -517104.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -517104.875000 Penalty: 2727.942383
	Iteration 35F: 3 clusters Score -517104.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Entering Unmasked Estep 
Score: -4691636.500000 Penalty: 1719.059326
	Iteration 0F: 2 clusters Score -4691636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4665259.000000 Penalty: 3438.118652
	Iteration 0F: 3 clusters Score -4665259 nChanged 18356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4675647.000000 Penalty: 3438.118652
	Iteration 1F: 3 clusters Score -4675647 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4675988.500000 Penalty: 3438.118652
	Iteration 2Q: 3 clusters Score -4675988 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -4676370.000000 Penalty: 3438.118652
	Iteration 3Q: 3 clusters Score -4676370 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -4676821.500000 Penalty: 3438.118652
	Iteration 4Q: 3 clusters Score -4676822 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -4677494.500000 Penalty: 3438.118652
	Iteration 5Q: 3 clusters Score -4677494 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -4678465.000000 Penalty: 3438.118652
	Iteration 6Q: 3 clusters Score -4678465 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -4679967.000000 Penalty: 3438.118652
	Iteration 7F: 3 clusters Score -4679967 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -4682025.500000 Penalty: 3438.118652
	Iteration 8F: 3 clusters Score -4682026 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -4684202.500000 Penalty: 3438.118652
	Iteration 9F: 3 clusters Score -4684202 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -4685786.000000 Penalty: 3438.118652
	Iteration 10Q: 3 clusters Score -4685786 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4686620.000000 Penalty: 3438.118652
	Iteration 11Q: 3 clusters Score -4686620 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4687119.000000 Penalty: 3438.118652
	Iteration 12Q: 3 clusters Score -4687119 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4687498.500000 Penalty: 3438.118652
	Iteration 13Q: 3 clusters Score -4687498 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -4687816.000000 Penalty: 3438.118652
	Iteration 14Q: 3 clusters Score -4687816 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -4688081.500000 Penalty: 3438.118652
	Iteration 15Q: 3 clusters Score -4688082 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4688308.500000 Penalty: 3438.118652
	Iteration 16Q: 3 clusters Score -4688308 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -4688508.500000 Penalty: 3438.118652
	Iteration 17Q: 3 clusters Score -4688508 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4688699.500000 Penalty: 3438.118652
	Iteration 18Q: 3 clusters Score -4688700 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -4688856.000000 Penalty: 3438.118652
	Iteration 19Q: 3 clusters Score -4688856 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4689002.500000 Penalty: 3438.118652
	Iteration 20F: 3 clusters Score -4689002 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4689110.500000 Penalty: 3438.118652
	Iteration 21Q: 3 clusters Score -4689110 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4689208.500000 Penalty: 3438.118652
	Iteration 22Q: 3 clusters Score -4689208 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -4689286.000000 Penalty: 3438.118652
	Iteration 23Q: 3 clusters Score -4689286 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -4689343.000000 Penalty: 3438.118652
	Iteration 24Q: 3 clusters Score -4689343 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -4689403.000000 Penalty: 3438.118652
	Iteration 25Q: 3 clusters Score -4689403 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -4689445.500000 Penalty: 3438.118652
	Iteration 26Q: 3 clusters Score -4689446 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4689485.500000 Penalty: 3438.118652
	Iteration 27Q: 3 clusters Score -4689486 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4689535.000000 Penalty: 3438.118652
	Iteration 28Q: 3 clusters Score -4689535 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -4689566.500000 Penalty: 3438.118652
	Iteration 29Q: 3 clusters Score -4689566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -4689612.500000 Penalty: 3438.118652
	Iteration 30Q: 3 clusters Score -4689612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4689640.500000 Penalty: 3438.118652
	Iteration 31Q: 3 clusters Score -4689640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -4689663.000000 Penalty: 3438.118652
	Iteration 32Q: 3 clusters Score -4689663 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4689681.500000 Penalty: 3438.118652
	Iteration 33Q: 3 clusters Score -4689682 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4689709.500000 Penalty: 3438.118652
	Iteration 34Q: 3 clusters Score -4689710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4689733.500000 Penalty: 3438.118652
	Iteration 35Q: 3 clusters Score -4689734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -4689761.500000 Penalty: 3438.118652
	Iteration 36Q: 3 clusters Score -4689762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -4689784.500000 Penalty: 3438.118652
	Iteration 37Q: 3 clusters Score -4689784 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -4689816.000000 Penalty: 3438.118652
	Iteration 38Q: 3 clusters Score -4689816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -4689846.000000 Penalty: 3438.118652
	Iteration 39Q: 3 clusters Score -4689846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4689863.500000 Penalty: 3438.118652
	Iteration 40F: 3 clusters Score -4689864 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -4689902.500000 Penalty: 3438.118652
	Iteration 41Q: 3 clusters Score -4689902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -4689906.500000 Penalty: 3438.118652
	Iteration 42Q: 3 clusters Score -4689906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -4689919.000000 Penalty: 3438.118652
	Iteration 43Q: 3 clusters Score -4689919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4689941.500000 Penalty: 3438.118652
	Iteration 44Q: 3 clusters Score -4689942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4689964.500000 Penalty: 3438.118652
	Iteration 45Q: 3 clusters Score -4689964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -4689992.500000 Penalty: 3438.118652
	Iteration 46Q: 3 clusters Score -4689992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -4690011.500000 Penalty: 3438.118652
	Iteration 47Q: 3 clusters Score -4690012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4690027.500000 Penalty: 3438.118652
	Iteration 48Q: 3 clusters Score -4690028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -4690038.500000 Penalty: 3438.118652
	Iteration 49Q: 3 clusters Score -4690038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -4690040.500000 Penalty: 3438.118652
	Iteration 50Q: 3 clusters Score -4690040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -4690052.000000 Penalty: 3438.118652
	Iteration 51Q: 3 clusters Score -4690052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4690049.500000 Penalty: 3438.118652
	Iteration 52Q: 3 clusters Score -4690050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -4690045.000000 Penalty: 3438.118652
	Iteration 53Q: 3 clusters Score -4690045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -4690042.000000 Penalty: 3438.118652
	Iteration 54Q: 3 clusters Score -4690042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -4690046.000000 Penalty: 3438.118652
	Iteration 55Q: 3 clusters Score -4690046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -4690046.500000 Penalty: 3438.118652
	Iteration 56Q: 3 clusters Score -4690046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4690053.500000 Penalty: 3438.118652
	Iteration 57Q: 3 clusters Score -4690054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4690051.500000 Penalty: 3438.118652
	Iteration 58Q: 3 clusters Score -4690052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -4690056.500000 Penalty: 3438.118652
	Iteration 59Q: 3 clusters Score -4690056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4690063.000000 Penalty: 3438.118652
	Iteration 60F: 3 clusters Score -4690063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -4690064.500000 Penalty: 3438.118652
	Iteration 61Q: 3 clusters Score -4690064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4690060.000000 Penalty: 3438.118652
	Iteration 62Q: 3 clusters Score -4690060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -4690063.000000 Penalty: 3438.118652
	Iteration 63Q: 3 clusters Score -4690063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -4690059.000000 Penalty: 3438.118652
	Iteration 64Q: 3 clusters Score -4690059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4690065.000000 Penalty: 3438.118652
	Iteration 65Q: 3 clusters Score -4690065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -4690062.000000 Penalty: 3438.118652
	Iteration 66Q: 3 clusters Score -4690062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4690070.000000 Penalty: 3438.118652
	Iteration 67Q: 3 clusters Score -4690070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -4690072.000000 Penalty: 3438.118652
	Iteration 68Q: 3 clusters Score -4690072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -4690070.500000 Penalty: 3438.118652
	Iteration 69Q: 3 clusters Score -4690070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -4690070.500000 Penalty: 3438.118652
	Iteration 70F: 3 clusters Score -4690070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -75499.093750 Penalty: 1098.567383
	Iteration 0F: 2 clusters Score -75499.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74404.429688 Penalty: 2197.134766
	Iteration 0F: 3 clusters Score -74404.43 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75600.101562 Penalty: 2197.134766
	Iteration 1F: 3 clusters Score -75600.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76786.960938 Penalty: 2197.134766
	Iteration 2F: 3 clusters Score -76786.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77855.875000 Penalty: 2197.134766
	Iteration 3F: 3 clusters Score -77855.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78022.554688 Penalty: 2197.134766
	Iteration 4Q: 3 clusters Score -78022.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78124.984375 Penalty: 2197.134766
	Iteration 5Q: 3 clusters Score -78124.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78184.578125 Penalty: 2197.134766
	Iteration 6Q: 3 clusters Score -78184.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78211.250000 Penalty: 2197.134766
	Iteration 7Q: 3 clusters Score -78211.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78219.835938 Penalty: 2197.134766
	Iteration 8Q: 3 clusters Score -78219.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78230.117188 Penalty: 2197.134766
	Iteration 9F: 3 clusters Score -78230.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78335.187500 Penalty: 2197.134766
	Iteration 10Q: 3 clusters Score -78335.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78374.187500 Penalty: 2197.134766
	Iteration 11Q: 3 clusters Score -78374.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78422.812500 Penalty: 2197.134766
	Iteration 12Q: 3 clusters Score -78422.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78452.726562 Penalty: 2197.134766
	Iteration 13Q: 3 clusters Score -78452.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78515.187500 Penalty: 2197.134766
	Iteration 14Q: 3 clusters Score -78515.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78535.578125 Penalty: 2197.134766
	Iteration 15Q: 3 clusters Score -78535.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78544.515625 Penalty: 2197.134766
	Iteration 16Q: 3 clusters Score -78544.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78549.570312 Penalty: 2197.134766
	Iteration 17Q: 3 clusters Score -78549.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78552.000000 Penalty: 2197.134766
	Iteration 18Q: 3 clusters Score -78552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78563.984375 Penalty: 2197.134766
	Iteration 19Q: 3 clusters Score -78563.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78577.054688 Penalty: 2197.134766
	Iteration 20F: 3 clusters Score -78577.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78594.359375 Penalty: 2197.134766
	Iteration 21Q: 3 clusters Score -78594.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78600.695312 Penalty: 2197.134766
	Iteration 22Q: 3 clusters Score -78600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78605.734375 Penalty: 2197.134766
	Iteration 23Q: 3 clusters Score -78605.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78606.187500 Penalty: 2197.134766
	Iteration 24Q: 3 clusters Score -78606.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78606.187500 Penalty: 2197.134766
	Iteration 25F: 3 clusters Score -78606.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 25337 members 
Mstep: Class 4 contains 141700 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 39294 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 89820 members 
Mstep: Class 9 contains 91395 members 
Mstep: Class 10 contains 8212 members 
Mstep: Class 11 contains 19320 members 
Mstep: Class 12 contains 332 members 
Mstep: Class 13 contains 13782 members 
Mstep: Class 14 contains 50584 members 
Mstep: Class 15 contains 30792 members 
Mstep: Class 16 contains 17825 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 19 contains 13215 members 
Mstep: Class 20 contains 29306 members 
Mstep: Class 21 contains 107968 members 
Entering Unmasked Estep 
Score: -86158496.000000 Penalty: 44005.855469
Splitting cluster 7 changes total score from -86155144.000000 to -86158496.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 8 (89820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Entering Unmasked Estep 
Score: -10438959.000000 Penalty: 1853.404053
	Iteration 0F: 2 clusters Score -1.043896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -10379608.000000 Penalty: 3706.808105
	Iteration 0F: 3 clusters Score -1.037961e+07 nChanged 42767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -10404717.000000 Penalty: 3706.808105
	Iteration 1F: 3 clusters Score -1.040472e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -10405621.000000 Penalty: 3706.808105
	Iteration 2Q: 3 clusters Score -1.040562e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -10407118.000000 Penalty: 3706.808105
	Iteration 3Q: 3 clusters Score -1.040712e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -10409920.000000 Penalty: 3706.808105
	Iteration 4F: 3 clusters Score -1.040992e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -10414621.000000 Penalty: 3706.808105
	Iteration 5F: 3 clusters Score -1.041462e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -10420630.000000 Penalty: 3706.808105
	Iteration 6F: 3 clusters Score -1.042063e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -10427130.000000 Penalty: 3706.808105
	Iteration 7F: 3 clusters Score -1.042713e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -10432686.000000 Penalty: 3706.808105
	Iteration 8F: 3 clusters Score -1.043269e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -10436526.000000 Penalty: 3706.808105
	Iteration 9Q: 3 clusters Score -1.043653e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 82164 members 
Entering Unmasked Estep 
Score: -10438564.000000 Penalty: 3706.808105
	Iteration 10Q: 3 clusters Score -1.043856e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -10439379.000000 Penalty: 3706.808105
	Iteration 11Q: 3 clusters Score -1.043938e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -10439722.000000 Penalty: 3706.808105
	Iteration 12Q: 3 clusters Score -1.043972e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -10439914.000000 Penalty: 3706.808105
	Iteration 13Q: 3 clusters Score -1.043991e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -10440051.000000 Penalty: 3706.808105
	Iteration 14Q: 3 clusters Score -1.044005e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -10440090.000000 Penalty: 3706.808105
	Iteration 15Q: 3 clusters Score -1.044009e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 85713 members 
Entering Unmasked Estep 
Score: -10440108.000000 Penalty: 3706.808105
	Iteration 16Q: 3 clusters Score -1.044011e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -10440152.000000 Penalty: 3706.808105
	Iteration 17Q: 3 clusters Score -1.044015e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 86157 members 
Entering Unmasked Estep 
Score: -10440176.000000 Penalty: 3706.808105
	Iteration 18Q: 3 clusters Score -1.044018e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 86308 members 
Entering Unmasked Estep 
Score: -10440165.000000 Penalty: 3706.808105
	Iteration 19Q: 3 clusters Score -1.044016e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -10440190.000000 Penalty: 3706.808105
	Iteration 20F: 3 clusters Score -1.044019e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -10440211.000000 Penalty: 3706.808105
	Iteration 21Q: 3 clusters Score -1.044021e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 86649 members 
Entering Unmasked Estep 
Score: -10440226.000000 Penalty: 3706.808105
	Iteration 22Q: 3 clusters Score -1.044023e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -10440248.000000 Penalty: 3706.808105
	Iteration 23Q: 3 clusters Score -1.044025e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -10440239.000000 Penalty: 3706.808105
	Iteration 24Q: 3 clusters Score -1.044024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -10440245.000000 Penalty: 3706.808105
	Iteration 25Q: 3 clusters Score -1.044024e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -10440255.000000 Penalty: 3706.808105
	Iteration 26Q: 3 clusters Score -1.044026e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -10440253.000000 Penalty: 3706.808105
	Iteration 27Q: 3 clusters Score -1.044025e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 86896 members 
Entering Unmasked Estep 
Score: -10440260.000000 Penalty: 3706.808105
	Iteration 28Q: 3 clusters Score -1.044026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -10440248.000000 Penalty: 3706.808105
	Iteration 29Q: 3 clusters Score -1.044025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -10440255.000000 Penalty: 3706.808105
	Iteration 30Q: 3 clusters Score -1.044026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -10440247.000000 Penalty: 3706.808105
	Iteration 31Q: 3 clusters Score -1.044025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -10440249.000000 Penalty: 3706.808105
	Iteration 32Q: 3 clusters Score -1.044025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -10440256.000000 Penalty: 3706.808105
	Iteration 33Q: 3 clusters Score -1.044026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 86968 members 
Entering Unmasked Estep 
Score: -10440264.000000 Penalty: 3706.808105
	Iteration 34Q: 3 clusters Score -1.044026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -10440258.000000 Penalty: 3706.808105
	Iteration 35Q: 3 clusters Score -1.044026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -10440245.000000 Penalty: 3706.808105
	Iteration 36Q: 3 clusters Score -1.044024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -10440250.000000 Penalty: 3706.808105
	Iteration 37Q: 3 clusters Score -1.044025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -10440260.000000 Penalty: 3706.808105
	Iteration 38Q: 3 clusters Score -1.044026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -10440256.000000 Penalty: 3706.808105
	Iteration 39Q: 3 clusters Score -1.044026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -10440252.000000 Penalty: 3706.808105
	Iteration 40F: 3 clusters Score -1.044025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 87046 members 
Entering Unmasked Estep 
Score: -10440250.000000 Penalty: 3706.808105
	Iteration 41Q: 3 clusters Score -1.044025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 87057 members 
Entering Unmasked Estep 
Score: -10440239.000000 Penalty: 3706.808105
	Iteration 42Q: 3 clusters Score -1.044024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -10440245.000000 Penalty: 3706.808105
	Iteration 43Q: 3 clusters Score -1.044024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -10440244.000000 Penalty: 3706.808105
	Iteration 44Q: 3 clusters Score -1.044024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -10440246.000000 Penalty: 3706.808105
	Iteration 45Q: 3 clusters Score -1.044025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -10440234.000000 Penalty: 3706.808105
	Iteration 46Q: 3 clusters Score -1.044023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -10440233.000000 Penalty: 3706.808105
	Iteration 47Q: 3 clusters Score -1.044023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 87096 members 
Entering Unmasked Estep 
Score: -10440233.000000 Penalty: 3706.808105
	Iteration 48Q: 3 clusters Score -1.044023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -10440232.000000 Penalty: 3706.808105
	Iteration 49Q: 3 clusters Score -1.044023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -10440238.000000 Penalty: 3706.808105
	Iteration 50Q: 3 clusters Score -1.044024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 87104 members 
Entering Unmasked Estep 
Score: -10440244.000000 Penalty: 3706.808105
	Iteration 51Q: 3 clusters Score -1.044024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -10440246.000000 Penalty: 3706.808105
	Iteration 52Q: 3 clusters Score -1.044025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -10440243.000000 Penalty: 3706.808105
	Iteration 53Q: 3 clusters Score -1.044024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -10440239.000000 Penalty: 3706.808105
	Iteration 54Q: 3 clusters Score -1.044024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -10440239.000000 Penalty: 3706.808105
	Iteration 55F: 3 clusters Score -1.044024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 25337 members 
Mstep: Class 4 contains 141700 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 39294 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 91395 members 
Mstep: Class 10 contains 8212 members 
Mstep: Class 11 contains 19320 members 
Mstep: Class 12 contains 332 members 
Mstep: Class 13 contains 13782 members 
Mstep: Class 14 contains 50584 members 
Mstep: Class 15 contains 30792 members 
Mstep: Class 16 contains 17825 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 87107 members 
Mstep: Class 19 contains 13215 members 
Mstep: Class 20 contains 29306 members 
Mstep: Class 21 contains 107968 members 
Entering Unmasked Estep 
Score: -86159600.000000 Penalty: 46206.148438
Splitting cluster 8 changes total score from -86155144.000000 to -86159600.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (91395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91395 members 
Entering Unmasked Estep 
Score: -10669809.000000 Penalty: 1856.228760
	Iteration 0F: 2 clusters Score -1.066981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -10610548.000000 Penalty: 3712.457520
	Iteration 0F: 3 clusters Score -1.061055e+07 nChanged 43575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -10636352.000000 Penalty: 3712.457520
	Iteration 1F: 3 clusters Score -1.063635e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -10638316.000000 Penalty: 3712.457520
	Iteration 2Q: 3 clusters Score -1.063832e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -10641319.000000 Penalty: 3712.457520
	Iteration 3F: 3 clusters Score -1.064132e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -10645514.000000 Penalty: 3712.457520
	Iteration 4F: 3 clusters Score -1.064551e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -10650666.000000 Penalty: 3712.457520
	Iteration 5F: 3 clusters Score -1.065067e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -10656544.000000 Penalty: 3712.457520
	Iteration 6F: 3 clusters Score -1.065654e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -10661905.000000 Penalty: 3712.457520
	Iteration 7F: 3 clusters Score -1.06619e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -10664605.000000 Penalty: 3712.457520
	Iteration 8Q: 3 clusters Score -1.06646e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -10665628.000000 Penalty: 3712.457520
	Iteration 9Q: 3 clusters Score -1.066563e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -10666210.000000 Penalty: 3712.457520
	Iteration 10Q: 3 clusters Score -1.066621e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -10666735.000000 Penalty: 3712.457520
	Iteration 11Q: 3 clusters Score -1.066674e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -10667081.000000 Penalty: 3712.457520
	Iteration 12Q: 3 clusters Score -1.066708e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -10667525.000000 Penalty: 3712.457520
	Iteration 13Q: 3 clusters Score -1.066752e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -10667862.000000 Penalty: 3712.457520
	Iteration 14Q: 3 clusters Score -1.066786e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -10668261.000000 Penalty: 3712.457520
	Iteration 15Q: 3 clusters Score -1.066826e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -10668566.000000 Penalty: 3712.457520
	Iteration 16Q: 3 clusters Score -1.066857e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -10668886.000000 Penalty: 3712.457520
	Iteration 17Q: 3 clusters Score -1.066889e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -10669193.000000 Penalty: 3712.457520
	Iteration 18Q: 3 clusters Score -1.066919e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -10669457.000000 Penalty: 3712.457520
	Iteration 19Q: 3 clusters Score -1.066946e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -10669721.000000 Penalty: 3712.457520
	Iteration 20F: 3 clusters Score -1.066972e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -10670011.000000 Penalty: 3712.457520
	Iteration 21Q: 3 clusters Score -1.067001e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 84719 members 
Entering Unmasked Estep 
Score: -10670163.000000 Penalty: 3712.457520
	Iteration 22Q: 3 clusters Score -1.067016e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -10670313.000000 Penalty: 3712.457520
	Iteration 23Q: 3 clusters Score -1.067031e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 86389 members 
Entering Unmasked Estep 
Score: -10670408.000000 Penalty: 3712.457520
	Iteration 24Q: 3 clusters Score -1.067041e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -10670414.000000 Penalty: 3712.457520
	Iteration 25Q: 3 clusters Score -1.067041e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -10670495.000000 Penalty: 3712.457520
	Iteration 26Q: 3 clusters Score -1.06705e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 88065 members 
Entering Unmasked Estep 
Score: -10670551.000000 Penalty: 3712.457520
	Iteration 27Q: 3 clusters Score -1.067055e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 88421 members 
Entering Unmasked Estep 
Score: -10670535.000000 Penalty: 3712.457520
	Iteration 28Q: 3 clusters Score -1.067054e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 88678 members 
Entering Unmasked Estep 
Score: -10670565.000000 Penalty: 3712.457520
	Iteration 29Q: 3 clusters Score -1.067056e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -10670547.000000 Penalty: 3712.457520
	Iteration 30Q: 3 clusters Score -1.067055e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 89079 members 
Entering Unmasked Estep 
Score: -10670495.000000 Penalty: 3712.457520
	Iteration 31Q: 3 clusters Score -1.06705e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 89223 members 
Entering Unmasked Estep 
Score: -10670457.000000 Penalty: 3712.457520
	Iteration 32Q: 3 clusters Score -1.067046e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 89332 members 
Entering Unmasked Estep 
Score: -10670465.000000 Penalty: 3712.457520
	Iteration 33Q: 3 clusters Score -1.067046e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -10670437.000000 Penalty: 3712.457520
	Iteration 34Q: 3 clusters Score -1.067044e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 89481 members 
Entering Unmasked Estep 
Score: -10670455.000000 Penalty: 3712.457520
	Iteration 35Q: 3 clusters Score -1.067046e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 89533 members 
Entering Unmasked Estep 
Score: -10670427.000000 Penalty: 3712.457520
	Iteration 36Q: 3 clusters Score -1.067043e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -10670450.000000 Penalty: 3712.457520
	Iteration 37Q: 3 clusters Score -1.067045e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 89619 members 
Entering Unmasked Estep 
Score: -10670427.000000 Penalty: 3712.457520
	Iteration 38Q: 3 clusters Score -1.067043e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -10670404.000000 Penalty: 3712.457520
	Iteration 39Q: 3 clusters Score -1.06704e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 89696 members 
Entering Unmasked Estep 
Score: -10670390.000000 Penalty: 3712.457520
	Iteration 40F: 3 clusters Score -1.067039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -10670370.000000 Penalty: 3712.457520
	Iteration 41Q: 3 clusters Score -1.067037e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 89744 members 
Entering Unmasked Estep 
Score: -10670380.000000 Penalty: 3712.457520
	Iteration 42Q: 3 clusters Score -1.067038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -10670378.000000 Penalty: 3712.457520
	Iteration 43Q: 3 clusters Score -1.067038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -10670389.000000 Penalty: 3712.457520
	Iteration 44Q: 3 clusters Score -1.067039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -10670384.000000 Penalty: 3712.457520
	Iteration 45Q: 3 clusters Score -1.067038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -10670392.000000 Penalty: 3712.457520
	Iteration 46Q: 3 clusters Score -1.067039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 89798 members 
Entering Unmasked Estep 
Score: -10670379.000000 Penalty: 3712.457520
	Iteration 47Q: 3 clusters Score -1.067038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -10670380.000000 Penalty: 3712.457520
	Iteration 48Q: 3 clusters Score -1.067038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 89814 members 
Entering Unmasked Estep 
Score: -10670384.000000 Penalty: 3712.457520
	Iteration 49Q: 3 clusters Score -1.067038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -10670382.000000 Penalty: 3712.457520
	Iteration 50Q: 3 clusters Score -1.067038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -10670384.000000 Penalty: 3712.457520
	Iteration 51Q: 3 clusters Score -1.067038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -10670385.000000 Penalty: 3712.457520
	Iteration 52Q: 3 clusters Score -1.067038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 89831 members 
Entering Unmasked Estep 
Score: -10670387.000000 Penalty: 3712.457520
	Iteration 53Q: 3 clusters Score -1.067039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -10670383.000000 Penalty: 3712.457520
	Iteration 54Q: 3 clusters Score -1.067038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 89852 members 
Entering Unmasked Estep 
Score: -10670359.000000 Penalty: 3712.457520
	Iteration 55Q: 3 clusters Score -1.067036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -10670352.000000 Penalty: 3712.457520
	Iteration 56Q: 3 clusters Score -1.067035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 89886 members 
Entering Unmasked Estep 
Score: -10670359.000000 Penalty: 3712.457520
	Iteration 57Q: 3 clusters Score -1.067036e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -10670347.000000 Penalty: 3712.457520
	Iteration 58Q: 3 clusters Score -1.067035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -10670333.000000 Penalty: 3712.457520
	Iteration 59Q: 3 clusters Score -1.067033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -10670333.000000 Penalty: 3712.457520
	Iteration 60F: 3 clusters Score -1.067033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -10670331.000000 Penalty: 3712.457520
	Iteration 61Q: 3 clusters Score -1.067033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -10670327.000000 Penalty: 3712.457520
	Iteration 62Q: 3 clusters Score -1.067033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -10670327.000000 Penalty: 3712.457520
	Iteration 63F: 3 clusters Score -1.067033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 25337 members 
Mstep: Class 4 contains 141700 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 39294 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 8212 members 
Mstep: Class 11 contains 19320 members 
Mstep: Class 12 contains 332 members 
Mstep: Class 13 contains 13782 members 
Mstep: Class 14 contains 50584 members 
Mstep: Class 15 contains 30792 members 
Mstep: Class 16 contains 17825 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 87107 members 
Mstep: Class 19 contains 13215 members 
Mstep: Class 20 contains 29306 members 
Mstep: Class 21 contains 107968 members 
Mstep: Class 22 contains 89929 members 
Entering Unmasked Estep 
Score: -86159624.000000 Penalty: 48406.441406
Splitting cluster 9 changes total score from -86155144.000000 to -86159624.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (8212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Entering Unmasked Estep 
Score: -872706.125000 Penalty: 1464.669556
	Iteration 0F: 2 clusters Score -872706.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -866713.062500 Penalty: 2929.339111
	Iteration 0F: 3 clusters Score -866713.1 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -869461.000000 Penalty: 2929.339111
	Iteration 1F: 3 clusters Score -869461 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -870715.687500 Penalty: 2929.339111
	Iteration 2F: 3 clusters Score -870715.7 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -872069.625000 Penalty: 2929.339111
	Iteration 3F: 3 clusters Score -872069.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -872976.312500 Penalty: 2929.339111
	Iteration 4F: 3 clusters Score -872976.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -873569.812500 Penalty: 2929.339111
	Iteration 5F: 3 clusters Score -873569.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -873967.750000 Penalty: 2929.339111
	Iteration 6Q: 3 clusters Score -873967.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -874228.125000 Penalty: 2929.339111
	Iteration 7Q: 3 clusters Score -874228.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -874360.062500 Penalty: 2929.339111
	Iteration 8Q: 3 clusters Score -874360.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -874420.187500 Penalty: 2929.339111
	Iteration 9Q: 3 clusters Score -874420.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -874447.625000 Penalty: 2929.339111
	Iteration 10Q: 3 clusters Score -874447.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -874461.937500 Penalty: 2929.339111
	Iteration 11Q: 3 clusters Score -874461.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -874465.250000 Penalty: 2929.339111
	Iteration 12Q: 3 clusters Score -874465.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -874467.562500 Penalty: 2929.339111
	Iteration 13Q: 3 clusters Score -874467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -874469.687500 Penalty: 2929.339111
	Iteration 14Q: 3 clusters Score -874469.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -874471.437500 Penalty: 2929.339111
	Iteration 15Q: 3 clusters Score -874471.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -874472.687500 Penalty: 2929.339111
	Iteration 16Q: 3 clusters Score -874472.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -874473.812500 Penalty: 2929.339111
	Iteration 17Q: 3 clusters Score -874473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -874477.375000 Penalty: 2929.339111
	Iteration 18Q: 3 clusters Score -874477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -874478.562500 Penalty: 2929.339111
	Iteration 19Q: 3 clusters Score -874478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -874480.312500 Penalty: 2929.339111
	Iteration 20F: 3 clusters Score -874480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -874481.562500 Penalty: 2929.339111
	Iteration 21Q: 3 clusters Score -874481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -874482.062500 Penalty: 2929.339111
	Iteration 22Q: 3 clusters Score -874482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -874483.437500 Penalty: 2929.339111
	Iteration 23Q: 3 clusters Score -874483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -874483.250000 Penalty: 2929.339111
	Iteration 24Q: 3 clusters Score -874483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -874483.250000 Penalty: 2929.339111
	Iteration 25F: 3 clusters Score -874483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 25337 members 
Mstep: Class 4 contains 141700 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 39294 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 19320 members 
Mstep: Class 12 contains 332 members 
Mstep: Class 13 contains 13782 members 
Mstep: Class 14 contains 50584 members 
Mstep: Class 15 contains 30792 members 
Mstep: Class 16 contains 17825 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 87107 members 
Mstep: Class 19 contains 13215 members 
Mstep: Class 20 contains 29306 members 
Mstep: Class 21 contains 107968 members 
Mstep: Class 22 contains 89929 members 
Mstep: Class 23 contains 6106 members 
Entering Unmasked Estep 
Score: -86160304.000000 Penalty: 50606.734375
Splitting cluster 10 changes total score from -86155144.000000 to -86160304.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (19320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Entering Unmasked Estep 
Score: -2300821.500000 Penalty: 1603.695679
	Iteration 0F: 2 clusters Score -2300822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2287582.250000 Penalty: 3207.391357
	Iteration 0F: 3 clusters Score -2287582 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2292414.250000 Penalty: 3207.391357
	Iteration 1F: 3 clusters Score -2292414 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2292853.750000 Penalty: 3207.391357
	Iteration 2F: 3 clusters Score -2292854 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2293323.250000 Penalty: 3207.391357
	Iteration 3F: 3 clusters Score -2293323 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2293868.750000 Penalty: 3207.391357
	Iteration 4F: 3 clusters Score -2293869 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2294538.750000 Penalty: 3207.391357
	Iteration 5F: 3 clusters Score -2294539 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2295324.250000 Penalty: 3207.391357
	Iteration 6F: 3 clusters Score -2295324 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2296192.750000 Penalty: 3207.391357
	Iteration 7F: 3 clusters Score -2296193 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2297025.750000 Penalty: 3207.391357
	Iteration 8F: 3 clusters Score -2297026 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2297474.250000 Penalty: 3207.391357
	Iteration 9Q: 3 clusters Score -2297474 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2297693.750000 Penalty: 3207.391357
	Iteration 10Q: 3 clusters Score -2297694 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2297818.750000 Penalty: 3207.391357
	Iteration 11Q: 3 clusters Score -2297819 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2297894.250000 Penalty: 3207.391357
	Iteration 12Q: 3 clusters Score -2297894 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2297957.000000 Penalty: 3207.391357
	Iteration 13Q: 3 clusters Score -2297957 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2298013.500000 Penalty: 3207.391357
	Iteration 14Q: 3 clusters Score -2298014 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2298048.250000 Penalty: 3207.391357
	Iteration 15Q: 3 clusters Score -2298048 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2298084.500000 Penalty: 3207.391357
	Iteration 16Q: 3 clusters Score -2298084 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2298123.500000 Penalty: 3207.391357
	Iteration 17Q: 3 clusters Score -2298124 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2298161.250000 Penalty: 3207.391357
	Iteration 18Q: 3 clusters Score -2298161 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2298199.750000 Penalty: 3207.391357
	Iteration 19Q: 3 clusters Score -2298200 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2298215.250000 Penalty: 3207.391357
	Iteration 20F: 3 clusters Score -2298215 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2298242.250000 Penalty: 3207.391357
	Iteration 21Q: 3 clusters Score -2298242 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2298264.000000 Penalty: 3207.391357
	Iteration 22Q: 3 clusters Score -2298264 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2298298.750000 Penalty: 3207.391357
	Iteration 23Q: 3 clusters Score -2298299 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2298323.000000 Penalty: 3207.391357
	Iteration 24Q: 3 clusters Score -2298323 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2298341.500000 Penalty: 3207.391357
	Iteration 25Q: 3 clusters Score -2298342 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2298358.750000 Penalty: 3207.391357
	Iteration 26Q: 3 clusters Score -2298359 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2298382.000000 Penalty: 3207.391357
	Iteration 27Q: 3 clusters Score -2298382 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2298397.000000 Penalty: 3207.391357
	Iteration 28Q: 3 clusters Score -2298397 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2298416.500000 Penalty: 3207.391357
	Iteration 29Q: 3 clusters Score -2298416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2298436.000000 Penalty: 3207.391357
	Iteration 30Q: 3 clusters Score -2298436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2298464.000000 Penalty: 3207.391357
	Iteration 31Q: 3 clusters Score -2298464 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2298489.000000 Penalty: 3207.391357
	Iteration 32Q: 3 clusters Score -2298489 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2298509.750000 Penalty: 3207.391357
	Iteration 33Q: 3 clusters Score -2298510 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2298535.500000 Penalty: 3207.391357
	Iteration 34Q: 3 clusters Score -2298536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2298559.750000 Penalty: 3207.391357
	Iteration 35Q: 3 clusters Score -2298560 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2298576.750000 Penalty: 3207.391357
	Iteration 36Q: 3 clusters Score -2298577 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2298592.000000 Penalty: 3207.391357
	Iteration 37Q: 3 clusters Score -2298592 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2298606.750000 Penalty: 3207.391357
	Iteration 38Q: 3 clusters Score -2298607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2298618.500000 Penalty: 3207.391357
	Iteration 39Q: 3 clusters Score -2298618 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2298636.500000 Penalty: 3207.391357
	Iteration 40F: 3 clusters Score -2298636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2298651.000000 Penalty: 3207.391357
	Iteration 41Q: 3 clusters Score -2298651 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2298672.750000 Penalty: 3207.391357
	Iteration 42Q: 3 clusters Score -2298673 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2298691.250000 Penalty: 3207.391357
	Iteration 43Q: 3 clusters Score -2298691 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2298718.000000 Penalty: 3207.391357
	Iteration 44Q: 3 clusters Score -2298718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2298744.750000 Penalty: 3207.391357
	Iteration 45Q: 3 clusters Score -2298745 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2298761.500000 Penalty: 3207.391357
	Iteration 46Q: 3 clusters Score -2298762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2298776.000000 Penalty: 3207.391357
	Iteration 47Q: 3 clusters Score -2298776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2298795.000000 Penalty: 3207.391357
	Iteration 48Q: 3 clusters Score -2298795 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2298801.250000 Penalty: 3207.391357
	Iteration 49Q: 3 clusters Score -2298801 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2298830.250000 Penalty: 3207.391357
	Iteration 50Q: 3 clusters Score -2298830 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2298856.000000 Penalty: 3207.391357
	Iteration 51Q: 3 clusters Score -2298856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2298878.000000 Penalty: 3207.391357
	Iteration 52Q: 3 clusters Score -2298878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2298897.750000 Penalty: 3207.391357
	Iteration 53Q: 3 clusters Score -2298898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2298927.000000 Penalty: 3207.391357
	Iteration 54Q: 3 clusters Score -2298927 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2298953.500000 Penalty: 3207.391357
	Iteration 55Q: 3 clusters Score -2298954 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2298978.500000 Penalty: 3207.391357
	Iteration 56Q: 3 clusters Score -2298978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2299012.500000 Penalty: 3207.391357
	Iteration 57Q: 3 clusters Score -2299012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2299038.500000 Penalty: 3207.391357
	Iteration 58Q: 3 clusters Score -2299038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2299070.500000 Penalty: 3207.391357
	Iteration 59Q: 3 clusters Score -2299070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2299093.000000 Penalty: 3207.391357
	Iteration 60F: 3 clusters Score -2299093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2299127.750000 Penalty: 3207.391357
	Iteration 61Q: 3 clusters Score -2299128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2299141.750000 Penalty: 3207.391357
	Iteration 62Q: 3 clusters Score -2299142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2299154.750000 Penalty: 3207.391357
	Iteration 63Q: 3 clusters Score -2299155 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2299172.500000 Penalty: 3207.391357
	Iteration 64Q: 3 clusters Score -2299172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2299190.000000 Penalty: 3207.391357
	Iteration 65Q: 3 clusters Score -2299190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2299196.750000 Penalty: 3207.391357
	Iteration 66Q: 3 clusters Score -2299197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2299221.250000 Penalty: 3207.391357
	Iteration 67Q: 3 clusters Score -2299221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2299235.250000 Penalty: 3207.391357
	Iteration 68Q: 3 clusters Score -2299235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2299246.500000 Penalty: 3207.391357
	Iteration 69Q: 3 clusters Score -2299246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2299263.500000 Penalty: 3207.391357
	Iteration 70Q: 3 clusters Score -2299264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2299271.750000 Penalty: 3207.391357
	Iteration 71Q: 3 clusters Score -2299272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2299275.750000 Penalty: 3207.391357
	Iteration 72Q: 3 clusters Score -2299276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2299284.250000 Penalty: 3207.391357
	Iteration 73Q: 3 clusters Score -2299284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2299280.250000 Penalty: 3207.391357
	Iteration 74Q: 3 clusters Score -2299280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2299286.750000 Penalty: 3207.391357
	Iteration 75Q: 3 clusters Score -2299287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2299289.250000 Penalty: 3207.391357
	Iteration 76Q: 3 clusters Score -2299289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2299291.250000 Penalty: 3207.391357
	Iteration 77Q: 3 clusters Score -2299291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2299289.750000 Penalty: 3207.391357
	Iteration 78Q: 3 clusters Score -2299290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2299294.500000 Penalty: 3207.391357
	Iteration 79Q: 3 clusters Score -2299294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2299294.750000 Penalty: 3207.391357
	Iteration 80F: 3 clusters Score -2299295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2299300.000000 Penalty: 3207.391357
	Iteration 81Q: 3 clusters Score -2299300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2299305.000000 Penalty: 3207.391357
	Iteration 82Q: 3 clusters Score -2299305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2299309.500000 Penalty: 3207.391357
	Iteration 83Q: 3 clusters Score -2299310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2299314.750000 Penalty: 3207.391357
	Iteration 84Q: 3 clusters Score -2299315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2299313.750000 Penalty: 3207.391357
	Iteration 85Q: 3 clusters Score -2299314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2299321.500000 Penalty: 3207.391357
	Iteration 86Q: 3 clusters Score -2299322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2299326.500000 Penalty: 3207.391357
	Iteration 87Q: 3 clusters Score -2299326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2299332.250000 Penalty: 3207.391357
	Iteration 88Q: 3 clusters Score -2299332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2299336.000000 Penalty: 3207.391357
	Iteration 89Q: 3 clusters Score -2299336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2299339.000000 Penalty: 3207.391357
	Iteration 90Q: 3 clusters Score -2299339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2299343.500000 Penalty: 3207.391357
	Iteration 91Q: 3 clusters Score -2299344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2299345.000000 Penalty: 3207.391357
	Iteration 92Q: 3 clusters Score -2299345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2299348.500000 Penalty: 3207.391357
	Iteration 93Q: 3 clusters Score -2299348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2299349.250000 Penalty: 3207.391357
	Iteration 94Q: 3 clusters Score -2299349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2299349.500000 Penalty: 3207.391357
	Iteration 95Q: 3 clusters Score -2299350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2299349.500000 Penalty: 3207.391357
	Iteration 96Q: 3 clusters Score -2299350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2299354.000000 Penalty: 3207.391357
	Iteration 97Q: 3 clusters Score -2299354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2299360.250000 Penalty: 3207.391357
	Iteration 98Q: 3 clusters Score -2299360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2299368.250000 Penalty: 3207.391357
	Iteration 99Q: 3 clusters Score -2299368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2299366.000000 Penalty: 3207.391357
	Iteration 100F: 3 clusters Score -2299366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2299367.500000 Penalty: 3207.391357
	Iteration 101Q: 3 clusters Score -2299368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2299371.500000 Penalty: 3207.391357
	Iteration 102Q: 3 clusters Score -2299372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2299370.250000 Penalty: 3207.391357
	Iteration 103Q: 3 clusters Score -2299370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2299371.750000 Penalty: 3207.391357
	Iteration 104Q: 3 clusters Score -2299372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2299372.750000 Penalty: 3207.391357
	Iteration 105Q: 3 clusters Score -2299373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2299371.000000 Penalty: 3207.391357
	Iteration 106Q: 3 clusters Score -2299371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2299376.750000 Penalty: 3207.391357
	Iteration 107Q: 3 clusters Score -2299377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2299378.250000 Penalty: 3207.391357
	Iteration 108Q: 3 clusters Score -2299378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2299385.500000 Penalty: 3207.391357
	Iteration 109Q: 3 clusters Score -2299386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2299387.500000 Penalty: 3207.391357
	Iteration 110Q: 3 clusters Score -2299388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2299390.000000 Penalty: 3207.391357
	Iteration 111Q: 3 clusters Score -2299390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2299393.250000 Penalty: 3207.391357
	Iteration 112Q: 3 clusters Score -2299393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2299399.250000 Penalty: 3207.391357
	Iteration 113Q: 3 clusters Score -2299399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2299400.500000 Penalty: 3207.391357
	Iteration 114Q: 3 clusters Score -2299400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2299401.000000 Penalty: 3207.391357
	Iteration 115Q: 3 clusters Score -2299401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2299403.750000 Penalty: 3207.391357
	Iteration 116Q: 3 clusters Score -2299404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2299402.750000 Penalty: 3207.391357
	Iteration 117Q: 3 clusters Score -2299403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2299403.500000 Penalty: 3207.391357
	Iteration 118Q: 3 clusters Score -2299404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2299404.750000 Penalty: 3207.391357
	Iteration 119Q: 3 clusters Score -2299405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2299404.750000 Penalty: 3207.391357
	Iteration 120F: 3 clusters Score -2299405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Entering Unmasked Estep 
Score: -1602919.125000 Penalty: 1548.806763
	Iteration 0F: 2 clusters Score -1602919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1593323.750000 Penalty: 3097.613525
	Iteration 0F: 3 clusters Score -1593324 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1596807.500000 Penalty: 3097.613525
	Iteration 1F: 3 clusters Score -1596808 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1597395.250000 Penalty: 3097.613525
	Iteration 2F: 3 clusters Score -1597395 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1597983.000000 Penalty: 3097.613525
	Iteration 3F: 3 clusters Score -1597983 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1598565.250000 Penalty: 3097.613525
	Iteration 4F: 3 clusters Score -1598565 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1599193.500000 Penalty: 3097.613525
	Iteration 5F: 3 clusters Score -1599194 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1599800.000000 Penalty: 3097.613525
	Iteration 6F: 3 clusters Score -1599800 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1600333.125000 Penalty: 3097.613525
	Iteration 7F: 3 clusters Score -1600333 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1600810.375000 Penalty: 3097.613525
	Iteration 8F: 3 clusters Score -1600810 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1601236.625000 Penalty: 3097.613525
	Iteration 9Q: 3 clusters Score -1601237 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1601585.750000 Penalty: 3097.613525
	Iteration 10Q: 3 clusters Score -1601586 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1601869.000000 Penalty: 3097.613525
	Iteration 11Q: 3 clusters Score -1601869 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1602085.375000 Penalty: 3097.613525
	Iteration 12Q: 3 clusters Score -1602085 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1602278.500000 Penalty: 3097.613525
	Iteration 13Q: 3 clusters Score -1602278 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1602468.125000 Penalty: 3097.613525
	Iteration 14Q: 3 clusters Score -1602468 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1602612.250000 Penalty: 3097.613525
	Iteration 15Q: 3 clusters Score -1602612 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1602725.250000 Penalty: 3097.613525
	Iteration 16Q: 3 clusters Score -1602725 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1602837.125000 Penalty: 3097.613525
	Iteration 17Q: 3 clusters Score -1602837 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1602933.000000 Penalty: 3097.613525
	Iteration 18Q: 3 clusters Score -1602933 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1603040.500000 Penalty: 3097.613525
	Iteration 19Q: 3 clusters Score -1603040 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1603137.500000 Penalty: 3097.613525
	Iteration 20F: 3 clusters Score -1603138 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1603215.875000 Penalty: 3097.613525
	Iteration 21Q: 3 clusters Score -1603216 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1603268.000000 Penalty: 3097.613525
	Iteration 22Q: 3 clusters Score -1603268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1603301.875000 Penalty: 3097.613525
	Iteration 23Q: 3 clusters Score -1603302 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1603331.500000 Penalty: 3097.613525
	Iteration 24Q: 3 clusters Score -1603332 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1603356.375000 Penalty: 3097.613525
	Iteration 25Q: 3 clusters Score -1603356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1603371.250000 Penalty: 3097.613525
	Iteration 26Q: 3 clusters Score -1603371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1603384.250000 Penalty: 3097.613525
	Iteration 27Q: 3 clusters Score -1603384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1603396.500000 Penalty: 3097.613525
	Iteration 28Q: 3 clusters Score -1603396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1603409.625000 Penalty: 3097.613525
	Iteration 29Q: 3 clusters Score -1603410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1603421.000000 Penalty: 3097.613525
	Iteration 30Q: 3 clusters Score -1603421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1603430.625000 Penalty: 3097.613525
	Iteration 31Q: 3 clusters Score -1603431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1603430.375000 Penalty: 3097.613525
	Iteration 32Q: 3 clusters Score -1603430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1603433.625000 Penalty: 3097.613525
	Iteration 33Q: 3 clusters Score -1603434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1603438.750000 Penalty: 3097.613525
	Iteration 34Q: 3 clusters Score -1603439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1603440.375000 Penalty: 3097.613525
	Iteration 35Q: 3 clusters Score -1603440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1603444.875000 Penalty: 3097.613525
	Iteration 36Q: 3 clusters Score -1603445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1603449.750000 Penalty: 3097.613525
	Iteration 37Q: 3 clusters Score -1603450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1603455.000000 Penalty: 3097.613525
	Iteration 38Q: 3 clusters Score -1603455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1603453.750000 Penalty: 3097.613525
	Iteration 39Q: 3 clusters Score -1603454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1603456.125000 Penalty: 3097.613525
	Iteration 40F: 3 clusters Score -1603456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1603452.500000 Penalty: 3097.613525
	Iteration 41Q: 3 clusters Score -1603452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1603455.125000 Penalty: 3097.613525
	Iteration 42Q: 3 clusters Score -1603455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1603453.375000 Penalty: 3097.613525
	Iteration 43Q: 3 clusters Score -1603453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1603453.375000 Penalty: 3097.613525
	Iteration 44F: 3 clusters Score -1603453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 25337 members 
Mstep: Class 4 contains 141700 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 39294 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 19320 members 
Mstep: Class 12 contains 332 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 50584 members 
Mstep: Class 15 contains 30792 members 
Mstep: Class 16 contains 17825 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 87107 members 
Mstep: Class 19 contains 13215 members 
Mstep: Class 20 contains 29306 members 
Mstep: Class 21 contains 107968 members 
Mstep: Class 22 contains 89929 members 
Mstep: Class 23 contains 6106 members 
Mstep: Class 24 contains 12680 members 
Entering Unmasked Estep 
Score: -86160160.000000 Penalty: 52807.027344
Splitting cluster 13 changes total score from -86155144.000000 to -86160160.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (50584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Entering Unmasked Estep 
Score: -5880460.000000 Penalty: 1760.100952
	Iteration 0F: 2 clusters Score -5880460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -5846552.500000 Penalty: 3520.201904
	Iteration 0F: 3 clusters Score -5846552 nChanged 23879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -5859903.500000 Penalty: 3520.201904
	Iteration 1F: 3 clusters Score -5859904 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -5860622.500000 Penalty: 3520.201904
	Iteration 2Q: 3 clusters Score -5860622 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -5861737.000000 Penalty: 3520.201904
	Iteration 3Q: 3 clusters Score -5861737 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -5863440.500000 Penalty: 3520.201904
	Iteration 4F: 3 clusters Score -5863440 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -5866134.000000 Penalty: 3520.201904
	Iteration 5F: 3 clusters Score -5866134 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -5869703.000000 Penalty: 3520.201904
	Iteration 6F: 3 clusters Score -5869703 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -5873246.500000 Penalty: 3520.201904
	Iteration 7F: 3 clusters Score -5873246 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5875596.500000 Penalty: 3520.201904
	Iteration 8F: 3 clusters Score -5875596 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -5876769.000000 Penalty: 3520.201904
	Iteration 9Q: 3 clusters Score -5876769 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -5877320.500000 Penalty: 3520.201904
	Iteration 10Q: 3 clusters Score -5877320 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -5877667.000000 Penalty: 3520.201904
	Iteration 11Q: 3 clusters Score -5877667 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -5877948.500000 Penalty: 3520.201904
	Iteration 12Q: 3 clusters Score -5877948 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -5878160.500000 Penalty: 3520.201904
	Iteration 13Q: 3 clusters Score -5878160 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -5878325.500000 Penalty: 3520.201904
	Iteration 14Q: 3 clusters Score -5878326 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -5878487.000000 Penalty: 3520.201904
	Iteration 15Q: 3 clusters Score -5878487 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -5878629.500000 Penalty: 3520.201904
	Iteration 16Q: 3 clusters Score -5878630 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -5878721.500000 Penalty: 3520.201904
	Iteration 17Q: 3 clusters Score -5878722 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -5878798.500000 Penalty: 3520.201904
	Iteration 18Q: 3 clusters Score -5878798 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5878873.500000 Penalty: 3520.201904
	Iteration 19Q: 3 clusters Score -5878874 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -5878934.000000 Penalty: 3520.201904
	Iteration 20F: 3 clusters Score -5878934 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -5879004.000000 Penalty: 3520.201904
	Iteration 21Q: 3 clusters Score -5879004 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -5879046.000000 Penalty: 3520.201904
	Iteration 22Q: 3 clusters Score -5879046 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -5879090.500000 Penalty: 3520.201904
	Iteration 23Q: 3 clusters Score -5879090 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -5879123.000000 Penalty: 3520.201904
	Iteration 24Q: 3 clusters Score -5879123 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -5879156.000000 Penalty: 3520.201904
	Iteration 25Q: 3 clusters Score -5879156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -5879186.000000 Penalty: 3520.201904
	Iteration 26Q: 3 clusters Score -5879186 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -5879211.000000 Penalty: 3520.201904
	Iteration 27Q: 3 clusters Score -5879211 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -5879222.000000 Penalty: 3520.201904
	Iteration 28Q: 3 clusters Score -5879222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -5879247.500000 Penalty: 3520.201904
	Iteration 29Q: 3 clusters Score -5879248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -5879271.500000 Penalty: 3520.201904
	Iteration 30Q: 3 clusters Score -5879272 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -5879295.500000 Penalty: 3520.201904
	Iteration 31Q: 3 clusters Score -5879296 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -5879317.500000 Penalty: 3520.201904
	Iteration 32Q: 3 clusters Score -5879318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -5879343.500000 Penalty: 3520.201904
	Iteration 33Q: 3 clusters Score -5879344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -5879366.000000 Penalty: 3520.201904
	Iteration 34Q: 3 clusters Score -5879366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -5879365.000000 Penalty: 3520.201904
	Iteration 35Q: 3 clusters Score -5879365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -5879375.500000 Penalty: 3520.201904
	Iteration 36Q: 3 clusters Score -5879376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -5879379.000000 Penalty: 3520.201904
	Iteration 37Q: 3 clusters Score -5879379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -5879393.000000 Penalty: 3520.201904
	Iteration 38Q: 3 clusters Score -5879393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -5879385.000000 Penalty: 3520.201904
	Iteration 39Q: 3 clusters Score -5879385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -5879382.000000 Penalty: 3520.201904
	Iteration 40F: 3 clusters Score -5879382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -5879378.000000 Penalty: 3520.201904
	Iteration 41Q: 3 clusters Score -5879378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -5879388.500000 Penalty: 3520.201904
	Iteration 42Q: 3 clusters Score -5879388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -5879388.500000 Penalty: 3520.201904
	Iteration 43Q: 3 clusters Score -5879388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -5879394.500000 Penalty: 3520.201904
	Iteration 44Q: 3 clusters Score -5879394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -5879398.500000 Penalty: 3520.201904
	Iteration 45Q: 3 clusters Score -5879398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -5879404.500000 Penalty: 3520.201904
	Iteration 46Q: 3 clusters Score -5879404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -5879400.500000 Penalty: 3520.201904
	Iteration 47Q: 3 clusters Score -5879400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -5879400.000000 Penalty: 3520.201904
	Iteration 48Q: 3 clusters Score -5879400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -5879404.500000 Penalty: 3520.201904
	Iteration 49Q: 3 clusters Score -5879404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -5879411.000000 Penalty: 3520.201904
	Iteration 50Q: 3 clusters Score -5879411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -5879411.500000 Penalty: 3520.201904
	Iteration 51Q: 3 clusters Score -5879412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -5879412.000000 Penalty: 3520.201904
	Iteration 52Q: 3 clusters Score -5879412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -5879412.500000 Penalty: 3520.201904
	Iteration 53Q: 3 clusters Score -5879412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -5879408.000000 Penalty: 3520.201904
	Iteration 54Q: 3 clusters Score -5879408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -5879407.500000 Penalty: 3520.201904
	Iteration 55Q: 3 clusters Score -5879408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -5879417.000000 Penalty: 3520.201904
	Iteration 56Q: 3 clusters Score -5879417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -5879424.000000 Penalty: 3520.201904
	Iteration 57Q: 3 clusters Score -5879424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -5879430.500000 Penalty: 3520.201904
	Iteration 58Q: 3 clusters Score -5879430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -5879422.000000 Penalty: 3520.201904
	Iteration 59Q: 3 clusters Score -5879422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -5879426.000000 Penalty: 3520.201904
	Iteration 60F: 3 clusters Score -5879426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -5879421.000000 Penalty: 3520.201904
	Iteration 61Q: 3 clusters Score -5879421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -5879426.000000 Penalty: 3520.201904
	Iteration 62Q: 3 clusters Score -5879426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -5879430.500000 Penalty: 3520.201904
	Iteration 63Q: 3 clusters Score -5879430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -5879423.500000 Penalty: 3520.201904
	Iteration 64Q: 3 clusters Score -5879424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -5879418.000000 Penalty: 3520.201904
	Iteration 65Q: 3 clusters Score -5879418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -5879422.500000 Penalty: 3520.201904
	Iteration 66Q: 3 clusters Score -5879422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -5879421.000000 Penalty: 3520.201904
	Iteration 67Q: 3 clusters Score -5879421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -5879422.500000 Penalty: 3520.201904
	Iteration 68Q: 3 clusters Score -5879422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -5879427.500000 Penalty: 3520.201904
	Iteration 69Q: 3 clusters Score -5879428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -5879430.500000 Penalty: 3520.201904
	Iteration 70Q: 3 clusters Score -5879430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -5879435.500000 Penalty: 3520.201904
	Iteration 71Q: 3 clusters Score -5879436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -5879436.000000 Penalty: 3520.201904
	Iteration 72Q: 3 clusters Score -5879436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -5879442.000000 Penalty: 3520.201904
	Iteration 73Q: 3 clusters Score -5879442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -5879437.500000 Penalty: 3520.201904
	Iteration 74Q: 3 clusters Score -5879438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -5879438.500000 Penalty: 3520.201904
	Iteration 75Q: 3 clusters Score -5879438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -5879440.000000 Penalty: 3520.201904
	Iteration 76Q: 3 clusters Score -5879440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -5879446.000000 Penalty: 3520.201904
	Iteration 77Q: 3 clusters Score -5879446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -5879459.000000 Penalty: 3520.201904
	Iteration 78Q: 3 clusters Score -5879459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -5879450.500000 Penalty: 3520.201904
	Iteration 79Q: 3 clusters Score -5879450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -5879450.500000 Penalty: 3520.201904
	Iteration 80F: 3 clusters Score -5879450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -5879448.500000 Penalty: 3520.201904
	Iteration 81Q: 3 clusters Score -5879448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -5879454.500000 Penalty: 3520.201904
	Iteration 82Q: 3 clusters Score -5879454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -5879458.000000 Penalty: 3520.201904
	Iteration 83Q: 3 clusters Score -5879458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -5879453.000000 Penalty: 3520.201904
	Iteration 84Q: 3 clusters Score -5879453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -5879453.000000 Penalty: 3520.201904
	Iteration 85F: 3 clusters Score -5879453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Entering Unmasked Estep 
Score: -3445068.250000 Penalty: 1679.439209
	Iteration 0F: 2 clusters Score -3445068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3424272.750000 Penalty: 3358.878418
	Iteration 0F: 3 clusters Score -3424273 nChanged 14317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3432223.250000 Penalty: 3358.878418
	Iteration 1F: 3 clusters Score -3432223 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3432750.500000 Penalty: 3358.878418
	Iteration 2Q: 3 clusters Score -3432750 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3433395.000000 Penalty: 3358.878418
	Iteration 3Q: 3 clusters Score -3433395 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3434257.000000 Penalty: 3358.878418
	Iteration 4F: 3 clusters Score -3434257 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3435466.250000 Penalty: 3358.878418
	Iteration 5F: 3 clusters Score -3435466 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3437018.750000 Penalty: 3358.878418
	Iteration 6F: 3 clusters Score -3437019 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3438682.000000 Penalty: 3358.878418
	Iteration 7F: 3 clusters Score -3438682 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3440173.500000 Penalty: 3358.878418
	Iteration 8F: 3 clusters Score -3440174 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3441404.250000 Penalty: 3358.878418
	Iteration 9Q: 3 clusters Score -3441404 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3442431.750000 Penalty: 3358.878418
	Iteration 10Q: 3 clusters Score -3442432 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3443178.750000 Penalty: 3358.878418
	Iteration 11Q: 3 clusters Score -3443179 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3443538.250000 Penalty: 3358.878418
	Iteration 12Q: 3 clusters Score -3443538 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3443733.000000 Penalty: 3358.878418
	Iteration 13Q: 3 clusters Score -3443733 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3443833.250000 Penalty: 3358.878418
	Iteration 14Q: 3 clusters Score -3443833 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3443915.500000 Penalty: 3358.878418
	Iteration 15Q: 3 clusters Score -3443916 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3443951.750000 Penalty: 3358.878418
	Iteration 16Q: 3 clusters Score -3443952 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3443964.250000 Penalty: 3358.878418
	Iteration 17Q: 3 clusters Score -3443964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -3443971.000000 Penalty: 3358.878418
	Iteration 18Q: 3 clusters Score -3443971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3443989.000000 Penalty: 3358.878418
	Iteration 19Q: 3 clusters Score -3443989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3443992.500000 Penalty: 3358.878418
	Iteration 20F: 3 clusters Score -3443992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -3443992.750000 Penalty: 3358.878418
	Iteration 21Q: 3 clusters Score -3443993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3443987.000000 Penalty: 3358.878418
	Iteration 22Q: 3 clusters Score -3443987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3443992.000000 Penalty: 3358.878418
	Iteration 23Q: 3 clusters Score -3443992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3443995.500000 Penalty: 3358.878418
	Iteration 24Q: 3 clusters Score -3443996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3443997.250000 Penalty: 3358.878418
	Iteration 25Q: 3 clusters Score -3443997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3444002.250000 Penalty: 3358.878418
	Iteration 26Q: 3 clusters Score -3444002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3443999.250000 Penalty: 3358.878418
	Iteration 27Q: 3 clusters Score -3443999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3444000.250000 Penalty: 3358.878418
	Iteration 28Q: 3 clusters Score -3444000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3444001.250000 Penalty: 3358.878418
	Iteration 29Q: 3 clusters Score -3444001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3444000.500000 Penalty: 3358.878418
	Iteration 30Q: 3 clusters Score -3444000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3444002.250000 Penalty: 3358.878418
	Iteration 31Q: 3 clusters Score -3444002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3444001.000000 Penalty: 3358.878418
	Iteration 32Q: 3 clusters Score -3444001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3444000.500000 Penalty: 3358.878418
	Iteration 33Q: 3 clusters Score -3444000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3444003.750000 Penalty: 3358.878418
	Iteration 34Q: 3 clusters Score -3444004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3444006.750000 Penalty: 3358.878418
	Iteration 35Q: 3 clusters Score -3444007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3444006.000000 Penalty: 3358.878418
	Iteration 36Q: 3 clusters Score -3444006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3444004.000000 Penalty: 3358.878418
	Iteration 37Q: 3 clusters Score -3444004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -3444001.750000 Penalty: 3358.878418
	Iteration 38Q: 3 clusters Score -3444002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -3444001.750000 Penalty: 3358.878418
	Iteration 39F: 3 clusters Score -3444002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Entering Unmasked Estep 
Score: -2056902.625000 Penalty: 1590.608032
	Iteration 0F: 2 clusters Score -2056903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2044658.000000 Penalty: 3181.216064
	Iteration 0F: 3 clusters Score -2044658 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2048972.250000 Penalty: 3181.216064
	Iteration 1F: 3 clusters Score -2048972 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2049241.375000 Penalty: 3181.216064
	Iteration 2Q: 3 clusters Score -2049241 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2049466.500000 Penalty: 3181.216064
	Iteration 3Q: 3 clusters Score -2049466 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2049731.750000 Penalty: 3181.216064
	Iteration 4Q: 3 clusters Score -2049732 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2050096.000000 Penalty: 3181.216064
	Iteration 5Q: 3 clusters Score -2050096 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2050664.875000 Penalty: 3181.216064
	Iteration 6F: 3 clusters Score -2050665 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2051495.750000 Penalty: 3181.216064
	Iteration 7F: 3 clusters Score -2051496 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2052718.875000 Penalty: 3181.216064
	Iteration 8F: 3 clusters Score -2052719 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2054005.750000 Penalty: 3181.216064
	Iteration 9F: 3 clusters Score -2054006 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2054995.875000 Penalty: 3181.216064
	Iteration 10F: 3 clusters Score -2054996 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2055624.375000 Penalty: 3181.216064
	Iteration 11Q: 3 clusters Score -2055624 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2055952.875000 Penalty: 3181.216064
	Iteration 12Q: 3 clusters Score -2055953 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2056112.375000 Penalty: 3181.216064
	Iteration 13Q: 3 clusters Score -2056112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2056188.250000 Penalty: 3181.216064
	Iteration 14Q: 3 clusters Score -2056188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2056240.500000 Penalty: 3181.216064
	Iteration 15Q: 3 clusters Score -2056240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2056263.750000 Penalty: 3181.216064
	Iteration 16Q: 3 clusters Score -2056264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2056291.750000 Penalty: 3181.216064
	Iteration 17Q: 3 clusters Score -2056292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2056313.250000 Penalty: 3181.216064
	Iteration 18Q: 3 clusters Score -2056313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2056337.125000 Penalty: 3181.216064
	Iteration 19Q: 3 clusters Score -2056337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2056351.125000 Penalty: 3181.216064
	Iteration 20F: 3 clusters Score -2056351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2056361.250000 Penalty: 3181.216064
	Iteration 21Q: 3 clusters Score -2056361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2056367.625000 Penalty: 3181.216064
	Iteration 22Q: 3 clusters Score -2056368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2056377.625000 Penalty: 3181.216064
	Iteration 23Q: 3 clusters Score -2056378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2056391.500000 Penalty: 3181.216064
	Iteration 24Q: 3 clusters Score -2056392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2056407.875000 Penalty: 3181.216064
	Iteration 25Q: 3 clusters Score -2056408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2056421.625000 Penalty: 3181.216064
	Iteration 26Q: 3 clusters Score -2056422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2056438.125000 Penalty: 3181.216064
	Iteration 27Q: 3 clusters Score -2056438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2056455.625000 Penalty: 3181.216064
	Iteration 28Q: 3 clusters Score -2056456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2056470.625000 Penalty: 3181.216064
	Iteration 29Q: 3 clusters Score -2056471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2056489.500000 Penalty: 3181.216064
	Iteration 30Q: 3 clusters Score -2056490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2056495.125000 Penalty: 3181.216064
	Iteration 31Q: 3 clusters Score -2056495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2056513.125000 Penalty: 3181.216064
	Iteration 32Q: 3 clusters Score -2056513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2056536.750000 Penalty: 3181.216064
	Iteration 33Q: 3 clusters Score -2056537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2056545.625000 Penalty: 3181.216064
	Iteration 34Q: 3 clusters Score -2056546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2056551.000000 Penalty: 3181.216064
	Iteration 35Q: 3 clusters Score -2056551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2056556.625000 Penalty: 3181.216064
	Iteration 36Q: 3 clusters Score -2056557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2056555.500000 Penalty: 3181.216064
	Iteration 37Q: 3 clusters Score -2056556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2056554.875000 Penalty: 3181.216064
	Iteration 38Q: 3 clusters Score -2056555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2056554.250000 Penalty: 3181.216064
	Iteration 39Q: 3 clusters Score -2056554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2056557.125000 Penalty: 3181.216064
	Iteration 40F: 3 clusters Score -2056557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2056555.500000 Penalty: 3181.216064
	Iteration 41Q: 3 clusters Score -2056556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2056558.625000 Penalty: 3181.216064
	Iteration 42Q: 3 clusters Score -2056559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2056563.000000 Penalty: 3181.216064
	Iteration 43Q: 3 clusters Score -2056563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2056567.375000 Penalty: 3181.216064
	Iteration 44Q: 3 clusters Score -2056567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2056569.000000 Penalty: 3181.216064
	Iteration 45Q: 3 clusters Score -2056569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2056568.875000 Penalty: 3181.216064
	Iteration 46Q: 3 clusters Score -2056569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2056572.625000 Penalty: 3181.216064
	Iteration 47Q: 3 clusters Score -2056573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2056572.750000 Penalty: 3181.216064
	Iteration 48Q: 3 clusters Score -2056573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2056573.625000 Penalty: 3181.216064
	Iteration 49Q: 3 clusters Score -2056574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2056573.625000 Penalty: 3181.216064
	Iteration 50F: 3 clusters Score -2056574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Entering Unmasked Estep 
Score: -718397.937500 Penalty: 1419.339844
	Iteration 0F: 2 clusters Score -718397.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -713622.437500 Penalty: 2838.679688
	Iteration 0F: 3 clusters Score -713622.4 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -715019.437500 Penalty: 2838.679688
	Iteration 1F: 3 clusters Score -715019.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -715281.000000 Penalty: 2838.679688
	Iteration 2F: 3 clusters Score -715281 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -715519.000000 Penalty: 2838.679688
	Iteration 3F: 3 clusters Score -715519 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -715767.375000 Penalty: 2838.679688
	Iteration 4F: 3 clusters Score -715767.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -716025.500000 Penalty: 2838.679688
	Iteration 5F: 3 clusters Score -716025.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -716279.687500 Penalty: 2838.679688
	Iteration 6Q: 3 clusters Score -716279.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -716498.187500 Penalty: 2838.679688
	Iteration 7Q: 3 clusters Score -716498.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -716642.937500 Penalty: 2838.679688
	Iteration 8Q: 3 clusters Score -716642.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -716742.812500 Penalty: 2838.679688
	Iteration 9Q: 3 clusters Score -716742.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -716811.250000 Penalty: 2838.679688
	Iteration 10Q: 3 clusters Score -716811.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -716868.937500 Penalty: 2838.679688
	Iteration 11Q: 3 clusters Score -716868.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -716908.375000 Penalty: 2838.679688
	Iteration 12Q: 3 clusters Score -716908.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -716942.875000 Penalty: 2838.679688
	Iteration 13Q: 3 clusters Score -716942.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -716971.062500 Penalty: 2838.679688
	Iteration 14Q: 3 clusters Score -716971.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -716991.375000 Penalty: 2838.679688
	Iteration 15Q: 3 clusters Score -716991.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -717013.125000 Penalty: 2838.679688
	Iteration 16Q: 3 clusters Score -717013.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -717030.250000 Penalty: 2838.679688
	Iteration 17Q: 3 clusters Score -717030.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -717049.687500 Penalty: 2838.679688
	Iteration 18Q: 3 clusters Score -717049.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -717060.562500 Penalty: 2838.679688
	Iteration 19Q: 3 clusters Score -717060.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -717071.437500 Penalty: 2838.679688
	Iteration 20F: 3 clusters Score -717071.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -717081.937500 Penalty: 2838.679688
	Iteration 21Q: 3 clusters Score -717081.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -717090.937500 Penalty: 2838.679688
	Iteration 22Q: 3 clusters Score -717090.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -717097.562500 Penalty: 2838.679688
	Iteration 23Q: 3 clusters Score -717097.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -717104.062500 Penalty: 2838.679688
	Iteration 24Q: 3 clusters Score -717104.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -717109.375000 Penalty: 2838.679688
	Iteration 25Q: 3 clusters Score -717109.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -717112.187500 Penalty: 2838.679688
	Iteration 26Q: 3 clusters Score -717112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -717114.625000 Penalty: 2838.679688
	Iteration 27Q: 3 clusters Score -717114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -717117.625000 Penalty: 2838.679688
	Iteration 28Q: 3 clusters Score -717117.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -717121.125000 Penalty: 2838.679688
	Iteration 29Q: 3 clusters Score -717121.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -717121.875000 Penalty: 2838.679688
	Iteration 30Q: 3 clusters Score -717121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -717124.062500 Penalty: 2838.679688
	Iteration 31Q: 3 clusters Score -717124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -717125.375000 Penalty: 2838.679688
	Iteration 32Q: 3 clusters Score -717125.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -717130.187500 Penalty: 2838.679688
	Iteration 33Q: 3 clusters Score -717130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -717133.062500 Penalty: 2838.679688
	Iteration 34Q: 3 clusters Score -717133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -717136.000000 Penalty: 2838.679688
	Iteration 35Q: 3 clusters Score -717136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -717136.562500 Penalty: 2838.679688
	Iteration 36Q: 3 clusters Score -717136.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -717136.437500 Penalty: 2838.679688
	Iteration 37Q: 3 clusters Score -717136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -717137.437500 Penalty: 2838.679688
	Iteration 38Q: 3 clusters Score -717137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -717138.812500 Penalty: 2838.679688
	Iteration 39Q: 3 clusters Score -717138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -717138.937500 Penalty: 2838.679688
	Iteration 40F: 3 clusters Score -717138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -717141.375000 Penalty: 2838.679688
	Iteration 41Q: 3 clusters Score -717141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -717142.937500 Penalty: 2838.679688
	Iteration 42Q: 3 clusters Score -717142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -717143.500000 Penalty: 2838.679688
	Iteration 43Q: 3 clusters Score -717143.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -717144.812500 Penalty: 2838.679688
	Iteration 44Q: 3 clusters Score -717144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -717146.687500 Penalty: 2838.679688
	Iteration 45Q: 3 clusters Score -717146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -717147.187500 Penalty: 2838.679688
	Iteration 46Q: 3 clusters Score -717147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -717150.687500 Penalty: 2838.679688
	Iteration 47Q: 3 clusters Score -717150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -717153.625000 Penalty: 2838.679688
	Iteration 48Q: 3 clusters Score -717153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -717157.250000 Penalty: 2838.679688
	Iteration 49Q: 3 clusters Score -717157.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -717163.500000 Penalty: 2838.679688
	Iteration 50Q: 3 clusters Score -717163.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -717168.750000 Penalty: 2838.679688
	Iteration 51Q: 3 clusters Score -717168.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -717175.875000 Penalty: 2838.679688
	Iteration 52Q: 3 clusters Score -717175.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -717179.375000 Penalty: 2838.679688
	Iteration 53Q: 3 clusters Score -717179.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -717185.437500 Penalty: 2838.679688
	Iteration 54Q: 3 clusters Score -717185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -717187.625000 Penalty: 2838.679688
	Iteration 55Q: 3 clusters Score -717187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -717187.187500 Penalty: 2838.679688
	Iteration 56Q: 3 clusters Score -717187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -717188.500000 Penalty: 2838.679688
	Iteration 57Q: 3 clusters Score -717188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -717189.375000 Penalty: 2838.679688
	Iteration 58Q: 3 clusters Score -717189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -717189.437500 Penalty: 2838.679688
	Iteration 59Q: 3 clusters Score -717189.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -717189.437500 Penalty: 2838.679688
	Iteration 60F: 3 clusters Score -717189.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Entering Unmasked Estep 
Score: -1501954.000000 Penalty: 1541.980103
	Iteration 0F: 2 clusters Score -1501954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1492737.000000 Penalty: 3083.960205
	Iteration 0F: 3 clusters Score -1492737 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1496183.625000 Penalty: 3083.960205
	Iteration 1F: 3 clusters Score -1496184 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1497072.750000 Penalty: 3083.960205
	Iteration 2F: 3 clusters Score -1497073 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1498272.125000 Penalty: 3083.960205
	Iteration 3F: 3 clusters Score -1498272 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1499208.125000 Penalty: 3083.960205
	Iteration 4F: 3 clusters Score -1499208 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1499758.500000 Penalty: 3083.960205
	Iteration 5F: 3 clusters Score -1499758 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1500097.375000 Penalty: 3083.960205
	Iteration 6F: 3 clusters Score -1500097 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1500311.125000 Penalty: 3083.960205
	Iteration 7Q: 3 clusters Score -1500311 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1500461.375000 Penalty: 3083.960205
	Iteration 8Q: 3 clusters Score -1500461 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1500564.375000 Penalty: 3083.960205
	Iteration 9Q: 3 clusters Score -1500564 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1500682.625000 Penalty: 3083.960205
	Iteration 10Q: 3 clusters Score -1500683 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1500772.125000 Penalty: 3083.960205
	Iteration 11Q: 3 clusters Score -1500772 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1500841.500000 Penalty: 3083.960205
	Iteration 12Q: 3 clusters Score -1500842 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1500907.125000 Penalty: 3083.960205
	Iteration 13Q: 3 clusters Score -1500907 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1500965.625000 Penalty: 3083.960205
	Iteration 14Q: 3 clusters Score -1500966 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1501028.250000 Penalty: 3083.960205
	Iteration 15Q: 3 clusters Score -1501028 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1501078.625000 Penalty: 3083.960205
	Iteration 16Q: 3 clusters Score -1501079 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1501134.125000 Penalty: 3083.960205
	Iteration 17Q: 3 clusters Score -1501134 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1501165.750000 Penalty: 3083.960205
	Iteration 18Q: 3 clusters Score -1501166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1501197.750000 Penalty: 3083.960205
	Iteration 19Q: 3 clusters Score -1501198 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1501279.750000 Penalty: 3083.960205
	Iteration 20F: 3 clusters Score -1501280 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1501524.625000 Penalty: 3083.960205
	Iteration 21Q: 3 clusters Score -1501525 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1501595.250000 Penalty: 3083.960205
	Iteration 22Q: 3 clusters Score -1501595 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1501628.875000 Penalty: 3083.960205
	Iteration 23Q: 3 clusters Score -1501629 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1501647.250000 Penalty: 3083.960205
	Iteration 24Q: 3 clusters Score -1501647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1501666.125000 Penalty: 3083.960205
	Iteration 25Q: 3 clusters Score -1501666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1501675.750000 Penalty: 3083.960205
	Iteration 26Q: 3 clusters Score -1501676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1501689.000000 Penalty: 3083.960205
	Iteration 27Q: 3 clusters Score -1501689 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1501697.750000 Penalty: 3083.960205
	Iteration 28Q: 3 clusters Score -1501698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1501703.875000 Penalty: 3083.960205
	Iteration 29Q: 3 clusters Score -1501704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1501712.375000 Penalty: 3083.960205
	Iteration 30Q: 3 clusters Score -1501712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1501724.500000 Penalty: 3083.960205
	Iteration 31Q: 3 clusters Score -1501724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1501731.125000 Penalty: 3083.960205
	Iteration 32Q: 3 clusters Score -1501731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1501738.875000 Penalty: 3083.960205
	Iteration 33Q: 3 clusters Score -1501739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1501745.125000 Penalty: 3083.960205
	Iteration 34Q: 3 clusters Score -1501745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1501747.000000 Penalty: 3083.960205
	Iteration 35Q: 3 clusters Score -1501747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1501750.250000 Penalty: 3083.960205
	Iteration 36Q: 3 clusters Score -1501750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1501750.750000 Penalty: 3083.960205
	Iteration 37Q: 3 clusters Score -1501751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1501751.250000 Penalty: 3083.960205
	Iteration 38Q: 3 clusters Score -1501751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1501753.125000 Penalty: 3083.960205
	Iteration 39Q: 3 clusters Score -1501753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1501754.000000 Penalty: 3083.960205
	Iteration 40F: 3 clusters Score -1501754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1501754.000000 Penalty: 3083.960205
	Iteration 41Q: 3 clusters Score -1501754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1501751.875000 Penalty: 3083.960205
	Iteration 42Q: 3 clusters Score -1501752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1501750.500000 Penalty: 3083.960205
	Iteration 43Q: 3 clusters Score -1501750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1501753.250000 Penalty: 3083.960205
	Iteration 44Q: 3 clusters Score -1501753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1501755.500000 Penalty: 3083.960205
	Iteration 45Q: 3 clusters Score -1501756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1501756.625000 Penalty: 3083.960205
	Iteration 46Q: 3 clusters Score -1501757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1501756.625000 Penalty: 3083.960205
	Iteration 47F: 3 clusters Score -1501757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Entering Unmasked Estep 
Score: -3379707.250000 Penalty: 1671.401489
	Iteration 0F: 2 clusters Score -3379707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3360128.500000 Penalty: 3342.802979
	Iteration 0F: 3 clusters Score -3360128 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3367908.750000 Penalty: 3342.802979
	Iteration 1F: 3 clusters Score -3367909 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3368829.000000 Penalty: 3342.802979
	Iteration 2F: 3 clusters Score -3368829 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3369961.000000 Penalty: 3342.802979
	Iteration 3F: 3 clusters Score -3369961 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3371341.000000 Penalty: 3342.802979
	Iteration 4F: 3 clusters Score -3371341 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3372901.000000 Penalty: 3342.802979
	Iteration 5F: 3 clusters Score -3372901 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3374646.250000 Penalty: 3342.802979
	Iteration 6F: 3 clusters Score -3374646 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3376471.250000 Penalty: 3342.802979
	Iteration 7F: 3 clusters Score -3376471 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3378089.000000 Penalty: 3342.802979
	Iteration 8F: 3 clusters Score -3378089 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3379294.000000 Penalty: 3342.802979
	Iteration 9Q: 3 clusters Score -3379294 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3380092.500000 Penalty: 3342.802979
	Iteration 10Q: 3 clusters Score -3380092 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3380578.250000 Penalty: 3342.802979
	Iteration 11Q: 3 clusters Score -3380578 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3380917.000000 Penalty: 3342.802979
	Iteration 12Q: 3 clusters Score -3380917 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3381105.500000 Penalty: 3342.802979
	Iteration 13Q: 3 clusters Score -3381106 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3381244.750000 Penalty: 3342.802979
	Iteration 14Q: 3 clusters Score -3381245 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3381336.250000 Penalty: 3342.802979
	Iteration 15Q: 3 clusters Score -3381336 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3381412.750000 Penalty: 3342.802979
	Iteration 16Q: 3 clusters Score -3381413 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3381458.500000 Penalty: 3342.802979
	Iteration 17Q: 3 clusters Score -3381458 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3381493.750000 Penalty: 3342.802979
	Iteration 18Q: 3 clusters Score -3381494 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3381513.750000 Penalty: 3342.802979
	Iteration 19Q: 3 clusters Score -3381514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3381521.500000 Penalty: 3342.802979
	Iteration 20F: 3 clusters Score -3381522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3381529.750000 Penalty: 3342.802979
	Iteration 21Q: 3 clusters Score -3381530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3381539.500000 Penalty: 3342.802979
	Iteration 22Q: 3 clusters Score -3381540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3381539.000000 Penalty: 3342.802979
	Iteration 23Q: 3 clusters Score -3381539 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3381563.750000 Penalty: 3342.802979
	Iteration 24Q: 3 clusters Score -3381564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3381571.000000 Penalty: 3342.802979
	Iteration 25Q: 3 clusters Score -3381571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3381592.500000 Penalty: 3342.802979
	Iteration 26Q: 3 clusters Score -3381592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3381602.500000 Penalty: 3342.802979
	Iteration 27Q: 3 clusters Score -3381602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3381600.000000 Penalty: 3342.802979
	Iteration 28Q: 3 clusters Score -3381600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3381604.500000 Penalty: 3342.802979
	Iteration 29Q: 3 clusters Score -3381604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3381603.250000 Penalty: 3342.802979
	Iteration 30Q: 3 clusters Score -3381603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3381608.250000 Penalty: 3342.802979
	Iteration 31Q: 3 clusters Score -3381608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3381607.500000 Penalty: 3342.802979
	Iteration 32Q: 3 clusters Score -3381608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3381608.250000 Penalty: 3342.802979
	Iteration 33Q: 3 clusters Score -3381608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3381608.750000 Penalty: 3342.802979
	Iteration 34Q: 3 clusters Score -3381609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3381613.750000 Penalty: 3342.802979
	Iteration 35Q: 3 clusters Score -3381614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3381618.250000 Penalty: 3342.802979
	Iteration 36Q: 3 clusters Score -3381618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3381622.000000 Penalty: 3342.802979
	Iteration 37Q: 3 clusters Score -3381622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3381629.250000 Penalty: 3342.802979
	Iteration 38Q: 3 clusters Score -3381629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3381627.000000 Penalty: 3342.802979
	Iteration 39Q: 3 clusters Score -3381627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3381628.000000 Penalty: 3342.802979
	Iteration 40F: 3 clusters Score -3381628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3381627.500000 Penalty: 3342.802979
	Iteration 41Q: 3 clusters Score -3381628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3381629.000000 Penalty: 3342.802979
	Iteration 42Q: 3 clusters Score -3381629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3381632.250000 Penalty: 3342.802979
	Iteration 43Q: 3 clusters Score -3381632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3381629.500000 Penalty: 3342.802979
	Iteration 44Q: 3 clusters Score -3381630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3381630.500000 Penalty: 3342.802979
	Iteration 45Q: 3 clusters Score -3381630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3381631.500000 Penalty: 3342.802979
	Iteration 46Q: 3 clusters Score -3381632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3381632.000000 Penalty: 3342.802979
	Iteration 47Q: 3 clusters Score -3381632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3381632.750000 Penalty: 3342.802979
	Iteration 48Q: 3 clusters Score -3381633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3381633.750000 Penalty: 3342.802979
	Iteration 49Q: 3 clusters Score -3381634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3381633.750000 Penalty: 3342.802979
	Iteration 50F: 3 clusters Score -3381634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 25337 members 
Mstep: Class 4 contains 141700 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 39294 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 19320 members 
Mstep: Class 12 contains 332 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 50584 members 
Mstep: Class 15 contains 30792 members 
Mstep: Class 16 contains 17825 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 87107 members 
Mstep: Class 19 contains 13215 members 
Mstep: Class 20 contains 27521 members 
Mstep: Class 21 contains 107968 members 
Mstep: Class 22 contains 89929 members 
Mstep: Class 23 contains 6106 members 
Mstep: Class 24 contains 12680 members 
Mstep: Class 25 contains 1785 members 
Entering Unmasked Estep 
Score: -86161768.000000 Penalty: 55007.320312
Splitting cluster 20 changes total score from -86155144.000000 to -86161768.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (107968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107968 members 
Entering Unmasked Estep 
Score: -12630557.000000 Penalty: 1883.308350
	Iteration 0F: 2 clusters Score -1.263056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -12562033.000000 Penalty: 3766.616699
	Iteration 0F: 3 clusters Score -1.256203e+07 nChanged 51850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -12592526.000000 Penalty: 3766.616699
	Iteration 1F: 3 clusters Score -1.259253e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -12594181.000000 Penalty: 3766.616699
	Iteration 2Q: 3 clusters Score -1.259418e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -12596992.000000 Penalty: 3766.616699
	Iteration 3F: 3 clusters Score -1.259699e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
Score: -12602033.000000 Penalty: 3766.616699
	Iteration 4F: 3 clusters Score -1.260203e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -12609028.000000 Penalty: 3766.616699
	Iteration 5F: 3 clusters Score -1.260903e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -12616600.000000 Penalty: 3766.616699
	Iteration 6F: 3 clusters Score -1.26166e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 101641 members 
Entering Unmasked Estep 
Score: -12622987.000000 Penalty: 3766.616699
	Iteration 7F: 3 clusters Score -1.262299e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 105245 members 
Entering Unmasked Estep 
Score: -12626592.000000 Penalty: 3766.616699
	Iteration 8Q: 3 clusters Score -1.262659e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 106839 members 
Entering Unmasked Estep 
Score: -12627971.000000 Penalty: 3766.616699
	Iteration 9Q: 3 clusters Score -1.262797e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -12628520.000000 Penalty: 3766.616699
	Iteration 10Q: 3 clusters Score -1.262852e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
Score: -12628730.000000 Penalty: 3766.616699
	Iteration 11Q: 3 clusters Score -1.262873e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 107737 members 
Entering Unmasked Estep 
Score: -12628784.000000 Penalty: 3766.616699
	Iteration 12Q: 3 clusters Score -1.262878e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 107768 members 
Entering Unmasked Estep 
Score: -12628827.000000 Penalty: 3766.616699
	Iteration 13Q: 3 clusters Score -1.262883e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 107788 members 
Entering Unmasked Estep 
Score: -12628862.000000 Penalty: 3766.616699
	Iteration 14Q: 3 clusters Score -1.262886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 107795 members 
Entering Unmasked Estep 
Score: -12628868.000000 Penalty: 3766.616699
	Iteration 15Q: 3 clusters Score -1.262887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 107801 members 
Entering Unmasked Estep 
Score: -12628872.000000 Penalty: 3766.616699
	Iteration 16Q: 3 clusters Score -1.262887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 107811 members 
Entering Unmasked Estep 
Score: -12628889.000000 Penalty: 3766.616699
	Iteration 17Q: 3 clusters Score -1.262889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -12628885.000000 Penalty: 3766.616699
	Iteration 18Q: 3 clusters Score -1.262888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 107822 members 
Entering Unmasked Estep 
Score: -12628903.000000 Penalty: 3766.616699
	Iteration 19Q: 3 clusters Score -1.26289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 107823 members 
Entering Unmasked Estep 
Score: -12628912.000000 Penalty: 3766.616699
	Iteration 20F: 3 clusters Score -1.262891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 25337 members 
Mstep: Class 4 contains 141700 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 39294 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 2106 members 
Mstep: Class 11 contains 19320 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 50584 members 
Mstep: Class 15 contains 30792 members 
Mstep: Class 16 contains 17825 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 19 contains 13215 members 
Mstep: Class 20 contains 27521 members 
Mstep: Class 21 contains 107968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86165360.000000 Penalty: 55007.320312
Iteration 39Q: 26 clusters Score -8.616536e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 3372 members 
Mstep: Class 3 contains 25686 members 
Mstep: Class 4 contains 141307 members 
Mstep: Class 5 contains 4329 members 
Mstep: Class 6 contains 39730 members 
Mstep: Class 7 contains 574 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 2752 members 
Mstep: Class 11 contains 19340 members 
Mstep: Class 12 contains 289 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 49953 members 
Mstep: Class 15 contains 30922 members 
Mstep: Class 16 contains 17679 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 87091 members 
Mstep: Class 19 contains 13127 members 
Mstep: Class 20 contains 28455 members 
Mstep: Class 21 contains 108031 members 
Mstep: Class 22 contains 88467 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 12501 members 
Mstep: Class 25 contains 1780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86175408.000000 Penalty: 55007.320312
Iteration 40F: 26 clusters Score -8.617541e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 3362 members 
Mstep: Class 3 contains 25932 members 
Mstep: Class 4 contains 140612 members 
Mstep: Class 5 contains 4243 members 
Mstep: Class 6 contains 40347 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 1521 members 
Mstep: Class 10 contains 3179 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 324 members 
Mstep: Class 13 contains 1228 members 
Mstep: Class 14 contains 48718 members 
Mstep: Class 15 contains 30785 members 
Mstep: Class 16 contains 17516 members 
Mstep: Class 17 contains 6112 members 
Mstep: Class 18 contains 86966 members 
Mstep: Class 19 contains 13040 members 
Mstep: Class 20 contains 29088 members 
Mstep: Class 21 contains 107825 members 
Mstep: Class 22 contains 88356 members 
Mstep: Class 23 contains 6036 members 
Mstep: Class 24 contains 12918 members 
Mstep: Class 25 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86179896.000000 Penalty: 55007.320312
Iteration 41Q: 26 clusters Score -8.61799e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 3 contains 26220 members 
Mstep: Class 4 contains 140032 members 
Mstep: Class 5 contains 4180 members 
Mstep: Class 6 contains 41012 members 
Mstep: Class 7 contains 569 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 1532 members 
Mstep: Class 10 contains 3488 members 
Mstep: Class 11 contains 19204 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 47503 members 
Mstep: Class 15 contains 30723 members 
Mstep: Class 16 contains 17409 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 86855 members 
Mstep: Class 19 contains 12977 members 
Mstep: Class 20 contains 29588 members 
Mstep: Class 21 contains 107656 members 
Mstep: Class 22 contains 88241 members 
Mstep: Class 23 contains 6094 members 
Mstep: Class 24 contains 13229 members 
Mstep: Class 25 contains 1992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182056.000000 Penalty: 55007.320312
Iteration 42Q: 26 clusters Score -8.618206e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 3288 members 
Mstep: Class 3 contains 26483 members 
Mstep: Class 4 contains 139564 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 41683 members 
Mstep: Class 7 contains 557 members 
Mstep: Class 8 contains 3179 members 
Mstep: Class 9 contains 1543 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 19159 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 46277 members 
Mstep: Class 15 contains 30656 members 
Mstep: Class 16 contains 17342 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 86707 members 
Mstep: Class 19 contains 12943 members 
Mstep: Class 20 contains 30078 members 
Mstep: Class 21 contains 107590 members 
Mstep: Class 22 contains 88161 members 
Mstep: Class 23 contains 6136 members 
Mstep: Class 24 contains 13491 members 
Mstep: Class 25 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86183648.000000 Penalty: 55007.320312
Iteration 43Q: 26 clusters Score -8.618365e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 3240 members 
Mstep: Class 3 contains 26730 members 
Mstep: Class 4 contains 139213 members 
Mstep: Class 5 contains 4058 members 
Mstep: Class 6 contains 42308 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 19173 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 45114 members 
Mstep: Class 15 contains 30601 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 17 contains 6042 members 
Mstep: Class 18 contains 86467 members 
Mstep: Class 19 contains 12921 members 
Mstep: Class 20 contains 30537 members 
Mstep: Class 21 contains 107585 members 
Mstep: Class 22 contains 88127 members 
Mstep: Class 23 contains 6146 members 
Mstep: Class 24 contains 13684 members 
Mstep: Class 25 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86185392.000000 Penalty: 55007.320312
Iteration 44Q: 26 clusters Score -8.618539e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 26921 members 
Mstep: Class 4 contains 138896 members 
Mstep: Class 5 contains 4017 members 
Mstep: Class 6 contains 42919 members 
Mstep: Class 7 contains 539 members 
Mstep: Class 8 contains 3298 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 19134 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 1592 members 
Mstep: Class 14 contains 43972 members 
Mstep: Class 15 contains 30572 members 
Mstep: Class 16 contains 17291 members 
Mstep: Class 17 contains 6008 members 
Mstep: Class 18 contains 86305 members 
Mstep: Class 19 contains 12897 members 
Mstep: Class 20 contains 30942 members 
Mstep: Class 21 contains 107635 members 
Mstep: Class 22 contains 88097 members 
Mstep: Class 23 contains 6142 members 
Mstep: Class 24 contains 13867 members 
Mstep: Class 25 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86186624.000000 Penalty: 55007.320312
Iteration 45Q: 26 clusters Score -8.618662e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 27145 members 
Mstep: Class 4 contains 138669 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 43510 members 
Mstep: Class 7 contains 534 members 
Mstep: Class 8 contains 3359 members 
Mstep: Class 9 contains 1597 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 19074 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 1730 members 
Mstep: Class 14 contains 42872 members 
Mstep: Class 15 contains 30525 members 
Mstep: Class 16 contains 17334 members 
Mstep: Class 17 contains 5939 members 
Mstep: Class 18 contains 86142 members 
Mstep: Class 19 contains 12884 members 
Mstep: Class 20 contains 31294 members 
Mstep: Class 21 contains 107653 members 
Mstep: Class 22 contains 88106 members 
Mstep: Class 23 contains 6145 members 
Mstep: Class 24 contains 13998 members 
Mstep: Class 25 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86187552.000000 Penalty: 55007.320312
Iteration 46Q: 26 clusters Score -8.618755e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 3197 members 
Mstep: Class 3 contains 27312 members 
Mstep: Class 4 contains 138455 members 
Mstep: Class 5 contains 3978 members 
Mstep: Class 6 contains 44067 members 
Mstep: Class 7 contains 528 members 
Mstep: Class 8 contains 3420 members 
Mstep: Class 9 contains 1632 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 19029 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 14 contains 41786 members 
Mstep: Class 15 contains 30504 members 
Mstep: Class 16 contains 17377 members 
Mstep: Class 17 contains 5870 members 
Mstep: Class 18 contains 85946 members 
Mstep: Class 19 contains 12874 members 
Mstep: Class 20 contains 31655 members 
Mstep: Class 21 contains 107688 members 
Mstep: Class 22 contains 88149 members 
Mstep: Class 23 contains 6148 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 2054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86188896.000000 Penalty: 55007.320312
Iteration 47Q: 26 clusters Score -8.61889e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 27487 members 
Mstep: Class 4 contains 138311 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 44573 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 3475 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 4100 members 
Mstep: Class 11 contains 19035 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 40765 members 
Mstep: Class 15 contains 30479 members 
Mstep: Class 16 contains 17407 members 
Mstep: Class 17 contains 5806 members 
Mstep: Class 18 contains 85703 members 
Mstep: Class 19 contains 12874 members 
Mstep: Class 20 contains 31965 members 
Mstep: Class 21 contains 107776 members 
Mstep: Class 22 contains 88195 members 
Mstep: Class 23 contains 6151 members 
Mstep: Class 24 contains 14222 members 
Mstep: Class 25 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86190048.000000 Penalty: 55007.320312
Iteration 48Q: 26 clusters Score -8.619005e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 3174 members 
Mstep: Class 3 contains 27638 members 
Mstep: Class 4 contains 138165 members 
Mstep: Class 5 contains 3958 members 
Mstep: Class 6 contains 45033 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 3523 members 
Mstep: Class 9 contains 1662 members 
Mstep: Class 10 contains 4131 members 
Mstep: Class 11 contains 19073 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 2137 members 
Mstep: Class 14 contains 39774 members 
Mstep: Class 15 contains 30465 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 5766 members 
Mstep: Class 18 contains 85500 members 
Mstep: Class 19 contains 12872 members 
Mstep: Class 20 contains 32250 members 
Mstep: Class 21 contains 107857 members 
Mstep: Class 22 contains 88217 members 
Mstep: Class 23 contains 6151 members 
Mstep: Class 24 contains 14288 members 
Mstep: Class 25 contains 2016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86191048.000000 Penalty: 55007.320312
Iteration 49Q: 26 clusters Score -8.619105e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 27821 members 
Mstep: Class 4 contains 138016 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 45473 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 3575 members 
Mstep: Class 9 contains 1682 members 
Mstep: Class 10 contains 4156 members 
Mstep: Class 11 contains 19068 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 2243 members 
Mstep: Class 14 contains 38852 members 
Mstep: Class 15 contains 30444 members 
Mstep: Class 16 contains 17496 members 
Mstep: Class 17 contains 5710 members 
Mstep: Class 18 contains 85279 members 
Mstep: Class 19 contains 12872 members 
Mstep: Class 20 contains 32495 members 
Mstep: Class 21 contains 107958 members 
Mstep: Class 22 contains 88269 members 
Mstep: Class 23 contains 6152 members 
Mstep: Class 24 contains 14372 members 
Mstep: Class 25 contains 1999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86191944.000000 Penalty: 55007.320312
Iteration 50Q: 26 clusters Score -8.619194e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 3170 members 
Mstep: Class 3 contains 27973 members 
Mstep: Class 4 contains 137933 members 
Mstep: Class 5 contains 3940 members 
Mstep: Class 6 contains 45925 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 3627 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 4174 members 
Mstep: Class 11 contains 19042 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 2352 members 
Mstep: Class 14 contains 38007 members 
Mstep: Class 15 contains 30420 members 
Mstep: Class 16 contains 17529 members 
Mstep: Class 17 contains 5661 members 
Mstep: Class 18 contains 85032 members 
Mstep: Class 19 contains 12880 members 
Mstep: Class 20 contains 32675 members 
Mstep: Class 21 contains 108080 members 
Mstep: Class 22 contains 88324 members 
Mstep: Class 23 contains 6154 members 
Mstep: Class 24 contains 14428 members 
Mstep: Class 25 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86192928.000000 Penalty: 55007.320312
Iteration 51Q: 26 clusters Score -8.619293e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 3166 members 
Mstep: Class 3 contains 28071 members 
Mstep: Class 4 contains 137868 members 
Mstep: Class 5 contains 3958 members 
Mstep: Class 6 contains 46375 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 3679 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 4190 members 
Mstep: Class 11 contains 19018 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 2449 members 
Mstep: Class 14 contains 37235 members 
Mstep: Class 15 contains 30396 members 
Mstep: Class 16 contains 17560 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 84776 members 
Mstep: Class 19 contains 12884 members 
Mstep: Class 20 contains 32839 members 
Mstep: Class 21 contains 108173 members 
Mstep: Class 22 contains 88381 members 
Mstep: Class 23 contains 6152 members 
Mstep: Class 24 contains 14472 members 
Mstep: Class 25 contains 1976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86193680.000000 Penalty: 55007.320312
Iteration 52Q: 26 clusters Score -8.619368e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 28161 members 
Mstep: Class 4 contains 137793 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 6 contains 46849 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 4201 members 
Mstep: Class 11 contains 18999 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 36529 members 
Mstep: Class 15 contains 30365 members 
Mstep: Class 16 contains 17611 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 84468 members 
Mstep: Class 19 contains 12884 members 
Mstep: Class 20 contains 32978 members 
Mstep: Class 21 contains 108283 members 
Mstep: Class 22 contains 88386 members 
Mstep: Class 23 contains 6154 members 
Mstep: Class 24 contains 14522 members 
Mstep: Class 25 contains 1992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86193936.000000 Penalty: 55007.320312
Iteration 53Q: 26 clusters Score -8.619394e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 3 contains 28259 members 
Mstep: Class 4 contains 137768 members 
Mstep: Class 5 contains 4055 members 
Mstep: Class 6 contains 47275 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 3792 members 
Mstep: Class 9 contains 1744 members 
Mstep: Class 10 contains 4209 members 
Mstep: Class 11 contains 18985 members 
Mstep: Class 12 contains 255 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 35876 members 
Mstep: Class 15 contains 30334 members 
Mstep: Class 16 contains 17659 members 
Mstep: Class 17 contains 5511 members 
Mstep: Class 18 contains 84143 members 
Mstep: Class 19 contains 12877 members 
Mstep: Class 20 contains 33127 members 
Mstep: Class 21 contains 108395 members 
Mstep: Class 22 contains 88410 members 
Mstep: Class 23 contains 6157 members 
Mstep: Class 24 contains 14539 members 
Mstep: Class 25 contains 2023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86194496.000000 Penalty: 55007.320312
Iteration 54Q: 26 clusters Score -8.61945e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 3155 members 
Mstep: Class 3 contains 28350 members 
Mstep: Class 4 contains 137722 members 
Mstep: Class 5 contains 4078 members 
Mstep: Class 6 contains 47634 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 18953 members 
Mstep: Class 12 contains 255 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 35292 members 
Mstep: Class 15 contains 30301 members 
Mstep: Class 16 contains 17738 members 
Mstep: Class 17 contains 5451 members 
Mstep: Class 18 contains 83914 members 
Mstep: Class 19 contains 12869 members 
Mstep: Class 20 contains 33296 members 
Mstep: Class 21 contains 108455 members 
Mstep: Class 22 contains 88392 members 
Mstep: Class 23 contains 6164 members 
Mstep: Class 24 contains 14558 members 
Mstep: Class 25 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195504.000000 Penalty: 55007.320312
Iteration 55Q: 26 clusters Score -8.61955e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 28410 members 
Mstep: Class 4 contains 137662 members 
Mstep: Class 5 contains 4105 members 
Mstep: Class 6 contains 47964 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 1778 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 11 contains 18880 members 
Mstep: Class 12 contains 255 members 
Mstep: Class 13 contains 2721 members 
Mstep: Class 14 contains 34775 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 17788 members 
Mstep: Class 17 contains 5400 members 
Mstep: Class 18 contains 83724 members 
Mstep: Class 19 contains 12867 members 
Mstep: Class 20 contains 33467 members 
Mstep: Class 21 contains 108505 members 
Mstep: Class 22 contains 88394 members 
Mstep: Class 23 contains 6167 members 
Mstep: Class 24 contains 14575 members 
Mstep: Class 25 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195952.000000 Penalty: 55007.320312
Iteration 56Q: 26 clusters Score -8.619595e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 28468 members 
Mstep: Class 4 contains 137598 members 
Mstep: Class 5 contains 4125 members 
Mstep: Class 6 contains 48317 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 1787 members 
Mstep: Class 10 contains 4245 members 
Mstep: Class 11 contains 18812 members 
Mstep: Class 12 contains 255 members 
Mstep: Class 13 contains 2757 members 
Mstep: Class 14 contains 34297 members 
Mstep: Class 15 contains 30251 members 
Mstep: Class 16 contains 17840 members 
Mstep: Class 17 contains 5376 members 
Mstep: Class 18 contains 83566 members 
Mstep: Class 19 contains 12869 members 
Mstep: Class 20 contains 33606 members 
Mstep: Class 21 contains 108500 members 
Mstep: Class 22 contains 88403 members 
Mstep: Class 23 contains 6172 members 
Mstep: Class 24 contains 14575 members 
Mstep: Class 25 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196680.000000 Penalty: 55007.320312
Iteration 57Q: 26 clusters Score -8.619668e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 28547 members 
Mstep: Class 4 contains 137520 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 48691 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 3996 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 4261 members 
Mstep: Class 11 contains 18778 members 
Mstep: Class 12 contains 255 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 33865 members 
Mstep: Class 15 contains 30239 members 
Mstep: Class 16 contains 17878 members 
Mstep: Class 17 contains 5343 members 
Mstep: Class 18 contains 83335 members 
Mstep: Class 19 contains 12869 members 
Mstep: Class 20 contains 33751 members 
Mstep: Class 21 contains 108495 members 
Mstep: Class 22 contains 88421 members 
Mstep: Class 23 contains 6173 members 
Mstep: Class 24 contains 14572 members 
Mstep: Class 25 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196912.000000 Penalty: 55007.320312
Iteration 58Q: 26 clusters Score -8.619691e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 28594 members 
Mstep: Class 4 contains 137412 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 49094 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 1807 members 
Mstep: Class 10 contains 4275 members 
Mstep: Class 11 contains 18748 members 
Mstep: Class 12 contains 255 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 14 contains 33474 members 
Mstep: Class 15 contains 30230 members 
Mstep: Class 16 contains 17933 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 83136 members 
Mstep: Class 19 contains 12865 members 
Mstep: Class 20 contains 33905 members 
Mstep: Class 21 contains 108453 members 
Mstep: Class 22 contains 88437 members 
Mstep: Class 23 contains 6175 members 
Mstep: Class 24 contains 14569 members 
Mstep: Class 25 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86197312.000000 Penalty: 55007.320312
Iteration 59Q: 26 clusters Score -8.619731e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 28648 members 
Mstep: Class 4 contains 137330 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 49469 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 1808 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 18703 members 
Mstep: Class 12 contains 255 members 
Mstep: Class 13 contains 2824 members 
Mstep: Class 14 contains 33107 members 
Mstep: Class 15 contains 30215 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 5272 members 
Mstep: Class 18 contains 82914 members 
Mstep: Class 19 contains 12864 members 
Mstep: Class 20 contains 34071 members 
Mstep: Class 21 contains 108409 members 
Mstep: Class 22 contains 88509 members 
Mstep: Class 23 contains 6177 members 
Mstep: Class 24 contains 14555 members 
Mstep: Class 25 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86198704.000000 Penalty: 55007.320312
Iteration 60F: 26 clusters Score -8.61987e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 28665 members 
Mstep: Class 4 contains 137301 members 
Mstep: Class 5 contains 4217 members 
Mstep: Class 6 contains 49825 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 4289 members 
Mstep: Class 11 contains 18637 members 
Mstep: Class 12 contains 284 members 
Mstep: Class 13 contains 2892 members 
Mstep: Class 14 contains 32779 members 
Mstep: Class 15 contains 30200 members 
Mstep: Class 16 contains 18029 members 
Mstep: Class 17 contains 5237 members 
Mstep: Class 18 contains 82718 members 
Mstep: Class 19 contains 12852 members 
Mstep: Class 20 contains 34220 members 
Mstep: Class 21 contains 108350 members 
Mstep: Class 22 contains 88547 members 
Mstep: Class 23 contains 6179 members 
Mstep: Class 24 contains 14544 members 
Mstep: Class 25 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86199864.000000 Penalty: 55007.320312
Iteration 61Q: 26 clusters Score -8.619986e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 28675 members 
Mstep: Class 4 contains 137253 members 
Mstep: Class 5 contains 4227 members 
Mstep: Class 6 contains 50143 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 4183 members 
Mstep: Class 9 contains 1817 members 
Mstep: Class 10 contains 4299 members 
Mstep: Class 11 contains 18568 members 
Mstep: Class 12 contains 269 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 32481 members 
Mstep: Class 15 contains 30199 members 
Mstep: Class 16 contains 18095 members 
Mstep: Class 17 contains 5209 members 
Mstep: Class 18 contains 82518 members 
Mstep: Class 19 contains 12848 members 
Mstep: Class 20 contains 34316 members 
Mstep: Class 21 contains 108322 members 
Mstep: Class 22 contains 88621 members 
Mstep: Class 23 contains 6190 members 
Mstep: Class 24 contains 14532 members 
Mstep: Class 25 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200192.000000 Penalty: 55007.320312
Iteration 62Q: 26 clusters Score -8.620019e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 28666 members 
Mstep: Class 4 contains 137195 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 50472 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 4211 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 4308 members 
Mstep: Class 11 contains 18489 members 
Mstep: Class 12 contains 261 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 14 contains 32208 members 
Mstep: Class 15 contains 30191 members 
Mstep: Class 16 contains 18159 members 
Mstep: Class 17 contains 5184 members 
Mstep: Class 18 contains 82293 members 
Mstep: Class 19 contains 12839 members 
Mstep: Class 20 contains 34407 members 
Mstep: Class 21 contains 108310 members 
Mstep: Class 22 contains 88736 members 
Mstep: Class 23 contains 6195 members 
Mstep: Class 24 contains 14518 members 
Mstep: Class 25 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200440.000000 Penalty: 55007.320312
Iteration 63Q: 26 clusters Score -8.620044e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 28667 members 
Mstep: Class 4 contains 137124 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 50831 members 
Mstep: Class 7 contains 536 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 4317 members 
Mstep: Class 11 contains 18390 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 31938 members 
Mstep: Class 15 contains 30177 members 
Mstep: Class 16 contains 18253 members 
Mstep: Class 17 contains 5163 members 
Mstep: Class 18 contains 82065 members 
Mstep: Class 19 contains 12833 members 
Mstep: Class 20 contains 34520 members 
Mstep: Class 21 contains 108309 members 
Mstep: Class 22 contains 88796 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 14506 members 
Mstep: Class 25 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200960.000000 Penalty: 55007.320312
Iteration 64Q: 26 clusters Score -8.620096e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28677 members 
Mstep: Class 4 contains 137059 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 51200 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 4319 members 
Mstep: Class 11 contains 18281 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 31708 members 
Mstep: Class 15 contains 30174 members 
Mstep: Class 16 contains 18334 members 
Mstep: Class 17 contains 5140 members 
Mstep: Class 18 contains 81849 members 
Mstep: Class 19 contains 12831 members 
Mstep: Class 20 contains 34615 members 
Mstep: Class 21 contains 108267 members 
Mstep: Class 22 contains 88910 members 
Mstep: Class 23 contains 6194 members 
Mstep: Class 24 contains 14502 members 
Mstep: Class 25 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201448.000000 Penalty: 55007.320312
Iteration 65Q: 26 clusters Score -8.620145e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28675 members 
Mstep: Class 4 contains 136952 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 51556 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 4324 members 
Mstep: Class 11 contains 18166 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3112 members 
Mstep: Class 14 contains 31506 members 
Mstep: Class 15 contains 30172 members 
Mstep: Class 16 contains 18399 members 
Mstep: Class 17 contains 5127 members 
Mstep: Class 18 contains 81558 members 
Mstep: Class 19 contains 12826 members 
Mstep: Class 20 contains 34715 members 
Mstep: Class 21 contains 108233 members 
Mstep: Class 22 contains 89074 members 
Mstep: Class 23 contains 6193 members 
Mstep: Class 24 contains 14504 members 
Mstep: Class 25 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201640.000000 Penalty: 55007.320312
Iteration 66Q: 26 clusters Score -8.620164e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 28665 members 
Mstep: Class 4 contains 136842 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 6 contains 51906 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 4329 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 4326 members 
Mstep: Class 11 contains 18039 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 31325 members 
Mstep: Class 15 contains 30170 members 
Mstep: Class 16 contains 18481 members 
Mstep: Class 17 contains 5117 members 
Mstep: Class 18 contains 81196 members 
Mstep: Class 19 contains 12825 members 
Mstep: Class 20 contains 34818 members 
Mstep: Class 21 contains 108221 members 
Mstep: Class 22 contains 89261 members 
Mstep: Class 23 contains 6193 members 
Mstep: Class 24 contains 14507 members 
Mstep: Class 25 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201824.000000 Penalty: 55007.320312
Iteration 67Q: 26 clusters Score -8.620182e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 28649 members 
Mstep: Class 4 contains 136727 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 52273 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 4332 members 
Mstep: Class 11 contains 17926 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 31147 members 
Mstep: Class 15 contains 30162 members 
Mstep: Class 16 contains 18530 members 
Mstep: Class 17 contains 5112 members 
Mstep: Class 18 contains 80845 members 
Mstep: Class 19 contains 12823 members 
Mstep: Class 20 contains 34905 members 
Mstep: Class 21 contains 108224 members 
Mstep: Class 22 contains 89456 members 
Mstep: Class 23 contains 6193 members 
Mstep: Class 24 contains 14507 members 
Mstep: Class 25 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201752.000000 Penalty: 55007.320312
Iteration 68Q: 26 clusters Score -8.620175e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 28641 members 
Mstep: Class 4 contains 136609 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 52685 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 4380 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 4339 members 
Mstep: Class 11 contains 17798 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 30973 members 
Mstep: Class 15 contains 30165 members 
Mstep: Class 16 contains 18578 members 
Mstep: Class 17 contains 5102 members 
Mstep: Class 18 contains 80497 members 
Mstep: Class 19 contains 12818 members 
Mstep: Class 20 contains 35004 members 
Mstep: Class 21 contains 108190 members 
Mstep: Class 22 contains 89649 members 
Mstep: Class 23 contains 6193 members 
Mstep: Class 24 contains 14505 members 
Mstep: Class 25 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202120.000000 Penalty: 55007.320312
Iteration 69Q: 26 clusters Score -8.620212e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 28645 members 
Mstep: Class 4 contains 136501 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 53037 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 4346 members 
Mstep: Class 11 contains 17695 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 30826 members 
Mstep: Class 15 contains 30166 members 
Mstep: Class 16 contains 18621 members 
Mstep: Class 17 contains 5095 members 
Mstep: Class 18 contains 80143 members 
Mstep: Class 19 contains 12811 members 
Mstep: Class 20 contains 35107 members 
Mstep: Class 21 contains 108175 members 
Mstep: Class 22 contains 89827 members 
Mstep: Class 23 contains 6196 members 
Mstep: Class 24 contains 14502 members 
Mstep: Class 25 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202256.000000 Penalty: 55007.320312
Iteration 70Q: 26 clusters Score -8.620226e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 3119 members 
Mstep: Class 3 contains 28638 members 
Mstep: Class 4 contains 136402 members 
Mstep: Class 5 contains 4457 members 
Mstep: Class 6 contains 53416 members 
Mstep: Class 7 contains 534 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 4355 members 
Mstep: Class 11 contains 17592 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 30703 members 
Mstep: Class 15 contains 30168 members 
Mstep: Class 16 contains 18657 members 
Mstep: Class 17 contains 5091 members 
Mstep: Class 18 contains 79774 members 
Mstep: Class 19 contains 12801 members 
Mstep: Class 20 contains 35176 members 
Mstep: Class 21 contains 108138 members 
Mstep: Class 22 contains 90015 members 
Mstep: Class 23 contains 6196 members 
Mstep: Class 24 contains 14490 members 
Mstep: Class 25 contains 2327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202504.000000 Penalty: 55007.320312
Iteration 71Q: 26 clusters Score -8.62025e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 3119 members 
Mstep: Class 3 contains 28622 members 
Mstep: Class 4 contains 136311 members 
Mstep: Class 5 contains 4482 members 
Mstep: Class 6 contains 53782 members 
Mstep: Class 7 contains 534 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 17490 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 30592 members 
Mstep: Class 15 contains 30173 members 
Mstep: Class 16 contains 18673 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 79378 members 
Mstep: Class 19 contains 12794 members 
Mstep: Class 20 contains 35247 members 
Mstep: Class 21 contains 108120 members 
Mstep: Class 22 contains 90243 members 
Mstep: Class 23 contains 6195 members 
Mstep: Class 24 contains 14480 members 
Mstep: Class 25 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202816.000000 Penalty: 55007.320312
Iteration 72Q: 26 clusters Score -8.620282e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 3113 members 
Mstep: Class 3 contains 28601 members 
Mstep: Class 4 contains 136220 members 
Mstep: Class 5 contains 4493 members 
Mstep: Class 6 contains 54164 members 
Mstep: Class 7 contains 534 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 4366 members 
Mstep: Class 11 contains 17369 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3248 members 
Mstep: Class 14 contains 30481 members 
Mstep: Class 15 contains 30180 members 
Mstep: Class 16 contains 18693 members 
Mstep: Class 17 contains 5075 members 
Mstep: Class 18 contains 78962 members 
Mstep: Class 19 contains 12787 members 
Mstep: Class 20 contains 35324 members 
Mstep: Class 21 contains 108106 members 
Mstep: Class 22 contains 90483 members 
Mstep: Class 23 contains 6196 members 
Mstep: Class 24 contains 14485 members 
Mstep: Class 25 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202928.000000 Penalty: 55007.320312
Iteration 73Q: 26 clusters Score -8.620293e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 3111 members 
Mstep: Class 3 contains 28580 members 
Mstep: Class 4 contains 136106 members 
Mstep: Class 5 contains 4517 members 
Mstep: Class 6 contains 54593 members 
Mstep: Class 7 contains 534 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 4370 members 
Mstep: Class 11 contains 17246 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3254 members 
Mstep: Class 14 contains 30385 members 
Mstep: Class 15 contains 30187 members 
Mstep: Class 16 contains 18704 members 
Mstep: Class 17 contains 5070 members 
Mstep: Class 18 contains 78535 members 
Mstep: Class 19 contains 12782 members 
Mstep: Class 20 contains 35389 members 
Mstep: Class 21 contains 108105 members 
Mstep: Class 22 contains 90703 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 14482 members 
Mstep: Class 25 contains 2340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202760.000000 Penalty: 55007.320312
Iteration 74Q: 26 clusters Score -8.620276e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 3111 members 
Mstep: Class 3 contains 28558 members 
Mstep: Class 4 contains 136028 members 
Mstep: Class 5 contains 4537 members 
Mstep: Class 6 contains 54992 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 1796 members 
Mstep: Class 10 contains 4372 members 
Mstep: Class 11 contains 17111 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 30299 members 
Mstep: Class 15 contains 30188 members 
Mstep: Class 16 contains 18736 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 18 contains 78131 members 
Mstep: Class 19 contains 12776 members 
Mstep: Class 20 contains 35465 members 
Mstep: Class 21 contains 108125 members 
Mstep: Class 22 contains 90887 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 14473 members 
Mstep: Class 25 contains 2343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202728.000000 Penalty: 55007.320312
Iteration 75Q: 26 clusters Score -8.620273e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 28545 members 
Mstep: Class 4 contains 135981 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 55417 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 4502 members 
Mstep: Class 9 contains 1780 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 16968 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3264 members 
Mstep: Class 14 contains 30214 members 
Mstep: Class 15 contains 30189 members 
Mstep: Class 16 contains 18758 members 
Mstep: Class 17 contains 5058 members 
Mstep: Class 18 contains 77691 members 
Mstep: Class 19 contains 12771 members 
Mstep: Class 20 contains 35532 members 
Mstep: Class 21 contains 108156 members 
Mstep: Class 22 contains 91031 members 
Mstep: Class 23 contains 6198 members 
Mstep: Class 24 contains 14480 members 
Mstep: Class 25 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202776.000000 Penalty: 55007.320312
Iteration 76Q: 26 clusters Score -8.620278e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 28521 members 
Mstep: Class 4 contains 135915 members 
Mstep: Class 5 contains 4576 members 
Mstep: Class 6 contains 55884 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 16829 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 30124 members 
Mstep: Class 15 contains 30189 members 
Mstep: Class 16 contains 18793 members 
Mstep: Class 17 contains 5054 members 
Mstep: Class 18 contains 77240 members 
Mstep: Class 19 contains 12770 members 
Mstep: Class 20 contains 35585 members 
Mstep: Class 21 contains 108189 members 
Mstep: Class 22 contains 91160 members 
Mstep: Class 23 contains 6199 members 
Mstep: Class 24 contains 14485 members 
Mstep: Class 25 contains 2353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203104.000000 Penalty: 55007.320312
Iteration 77Q: 26 clusters Score -8.62031e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 3 contains 28499 members 
Mstep: Class 4 contains 135880 members 
Mstep: Class 5 contains 4577 members 
Mstep: Class 6 contains 56397 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 4534 members 
Mstep: Class 9 contains 1759 members 
Mstep: Class 10 contains 4385 members 
Mstep: Class 11 contains 16739 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3273 members 
Mstep: Class 14 contains 30052 members 
Mstep: Class 15 contains 30189 members 
Mstep: Class 16 contains 18813 members 
Mstep: Class 17 contains 5052 members 
Mstep: Class 18 contains 76759 members 
Mstep: Class 19 contains 12769 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 108210 members 
Mstep: Class 22 contains 91227 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 14487 members 
Mstep: Class 25 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203440.000000 Penalty: 55007.320312
Iteration 78Q: 26 clusters Score -8.620344e+07 nChanged 1702
Entering ConstructFrom: 
Score: -86203440.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (67669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Entering Unmasked Estep 
Score: -7879322.000000 Penalty: 1807.387207
	Iteration 0F: 2 clusters Score -7879322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -7834189.000000 Penalty: 3614.774414
	Iteration 0F: 3 clusters Score -7834189 nChanged 31954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -7852747.500000 Penalty: 3614.774414
	Iteration 1F: 3 clusters Score -7852748 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -7853303.000000 Penalty: 3614.774414
	Iteration 2Q: 3 clusters Score -7853303 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -7853987.500000 Penalty: 3614.774414
	Iteration 3Q: 3 clusters Score -7853988 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -7854951.500000 Penalty: 3614.774414
	Iteration 4Q: 3 clusters Score -7854952 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -7856375.500000 Penalty: 3614.774414
	Iteration 5Q: 3 clusters Score -7856376 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -7858442.000000 Penalty: 3614.774414
	Iteration 6F: 3 clusters Score -7858442 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -7861415.000000 Penalty: 3614.774414
	Iteration 7F: 3 clusters Score -7861415 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -7864967.500000 Penalty: 3614.774414
	Iteration 8F: 3 clusters Score -7864968 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -7868173.500000 Penalty: 3614.774414
	Iteration 9F: 3 clusters Score -7868174 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -7870873.000000 Penalty: 3614.774414
	Iteration 10Q: 3 clusters Score -7870873 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -7872766.000000 Penalty: 3614.774414
	Iteration 11Q: 3 clusters Score -7872766 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -7874053.500000 Penalty: 3614.774414
	Iteration 12Q: 3 clusters Score -7874054 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -7874958.000000 Penalty: 3614.774414
	Iteration 13Q: 3 clusters Score -7874958 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -7875699.000000 Penalty: 3614.774414
	Iteration 14Q: 3 clusters Score -7875699 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -7876312.500000 Penalty: 3614.774414
	Iteration 15Q: 3 clusters Score -7876312 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -7876768.000000 Penalty: 3614.774414
	Iteration 16Q: 3 clusters Score -7876768 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -7877056.500000 Penalty: 3614.774414
	Iteration 17Q: 3 clusters Score -7877056 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7877337.000000 Penalty: 3614.774414
	Iteration 18Q: 3 clusters Score -7877337 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7877542.500000 Penalty: 3614.774414
	Iteration 19Q: 3 clusters Score -7877542 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7877689.500000 Penalty: 3614.774414
	Iteration 20F: 3 clusters Score -7877690 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7877804.500000 Penalty: 3614.774414
	Iteration 21Q: 3 clusters Score -7877804 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7877878.500000 Penalty: 3614.774414
	Iteration 22Q: 3 clusters Score -7877878 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7877940.000000 Penalty: 3614.774414
	Iteration 23Q: 3 clusters Score -7877940 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7877996.500000 Penalty: 3614.774414
	Iteration 24Q: 3 clusters Score -7877996 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7878032.500000 Penalty: 3614.774414
	Iteration 25Q: 3 clusters Score -7878032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7878063.500000 Penalty: 3614.774414
	Iteration 26Q: 3 clusters Score -7878064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7878071.000000 Penalty: 3614.774414
	Iteration 27Q: 3 clusters Score -7878071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7878081.000000 Penalty: 3614.774414
	Iteration 28Q: 3 clusters Score -7878081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7878120.500000 Penalty: 3614.774414
	Iteration 29Q: 3 clusters Score -7878120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7878121.500000 Penalty: 3614.774414
	Iteration 30Q: 3 clusters Score -7878122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7878125.000000 Penalty: 3614.774414
	Iteration 31Q: 3 clusters Score -7878125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7878138.500000 Penalty: 3614.774414
	Iteration 32Q: 3 clusters Score -7878138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7878155.000000 Penalty: 3614.774414
	Iteration 33Q: 3 clusters Score -7878155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7878151.000000 Penalty: 3614.774414
	Iteration 34Q: 3 clusters Score -7878151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7878163.000000 Penalty: 3614.774414
	Iteration 35Q: 3 clusters Score -7878163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7878154.000000 Penalty: 3614.774414
	Iteration 36Q: 3 clusters Score -7878154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7878151.000000 Penalty: 3614.774414
	Iteration 37Q: 3 clusters Score -7878151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7878150.000000 Penalty: 3614.774414
	Iteration 38Q: 3 clusters Score -7878150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7878163.500000 Penalty: 3614.774414
	Iteration 39Q: 3 clusters Score -7878164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7878162.500000 Penalty: 3614.774414
	Iteration 40F: 3 clusters Score -7878162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7878163.000000 Penalty: 3614.774414
	Iteration 41Q: 3 clusters Score -7878163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7878163.500000 Penalty: 3614.774414
	Iteration 42Q: 3 clusters Score -7878164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7878163.500000 Penalty: 3614.774414
	Iteration 43F: 3 clusters Score -7878164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Entering Unmasked Estep 
Score: -340435.812500 Penalty: 1306.415527
	Iteration 0F: 2 clusters Score -340435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -337701.843750 Penalty: 2612.831055
	Iteration 0F: 3 clusters Score -337701.8 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -338458.781250 Penalty: 2612.831055
	Iteration 1F: 3 clusters Score -338458.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -338763.437500 Penalty: 2612.831055
	Iteration 2F: 3 clusters Score -338763.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -339094.656250 Penalty: 2612.831055
	Iteration 3F: 3 clusters Score -339094.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -339394.062500 Penalty: 2612.831055
	Iteration 4F: 3 clusters Score -339394.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -339617.843750 Penalty: 2612.831055
	Iteration 5F: 3 clusters Score -339617.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -339768.125000 Penalty: 2612.831055
	Iteration 6Q: 3 clusters Score -339768.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -339888.562500 Penalty: 2612.831055
	Iteration 7Q: 3 clusters Score -339888.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -339951.406250 Penalty: 2612.831055
	Iteration 8Q: 3 clusters Score -339951.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -339986.281250 Penalty: 2612.831055
	Iteration 9Q: 3 clusters Score -339986.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -340012.718750 Penalty: 2612.831055
	Iteration 10Q: 3 clusters Score -340012.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -340026.687500 Penalty: 2612.831055
	Iteration 11Q: 3 clusters Score -340026.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -340032.968750 Penalty: 2612.831055
	Iteration 12Q: 3 clusters Score -340033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -340036.343750 Penalty: 2612.831055
	Iteration 13Q: 3 clusters Score -340036.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -340038.656250 Penalty: 2612.831055
	Iteration 14Q: 3 clusters Score -340038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -340039.875000 Penalty: 2612.831055
	Iteration 15Q: 3 clusters Score -340039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -340039.718750 Penalty: 2612.831055
	Iteration 16Q: 3 clusters Score -340039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -340039.718750 Penalty: 2612.831055
	Iteration 17F: 3 clusters Score -340039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Entering Unmasked Estep 
Score: -3324417.500000 Penalty: 1666.738525
	Iteration 0F: 2 clusters Score -3324418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3305121.250000 Penalty: 3333.477051
	Iteration 0F: 3 clusters Score -3305121 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3312481.500000 Penalty: 3333.477051
	Iteration 1F: 3 clusters Score -3312482 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3312884.250000 Penalty: 3333.477051
	Iteration 2Q: 3 clusters Score -3312884 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3313248.250000 Penalty: 3333.477051
	Iteration 3Q: 3 clusters Score -3313248 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3313553.000000 Penalty: 3333.477051
	Iteration 4Q: 3 clusters Score -3313553 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -3313948.750000 Penalty: 3333.477051
	Iteration 5Q: 3 clusters Score -3313949 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3314503.750000 Penalty: 3333.477051
	Iteration 6Q: 3 clusters Score -3314504 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3315387.500000 Penalty: 3333.477051
	Iteration 7F: 3 clusters Score -3315388 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3316626.500000 Penalty: 3333.477051
	Iteration 8F: 3 clusters Score -3316626 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3318365.750000 Penalty: 3333.477051
	Iteration 9F: 3 clusters Score -3318366 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3320252.000000 Penalty: 3333.477051
	Iteration 10F: 3 clusters Score -3320252 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3321669.750000 Penalty: 3333.477051
	Iteration 11F: 3 clusters Score -3321670 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3322402.500000 Penalty: 3333.477051
	Iteration 12Q: 3 clusters Score -3322402 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3322714.000000 Penalty: 3333.477051
	Iteration 13Q: 3 clusters Score -3322714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3322846.000000 Penalty: 3333.477051
	Iteration 14Q: 3 clusters Score -3322846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3322886.500000 Penalty: 3333.477051
	Iteration 15Q: 3 clusters Score -3322886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3322904.750000 Penalty: 3333.477051
	Iteration 16Q: 3 clusters Score -3322905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3322921.750000 Penalty: 3333.477051
	Iteration 17Q: 3 clusters Score -3322922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3322930.750000 Penalty: 3333.477051
	Iteration 18Q: 3 clusters Score -3322931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3322936.750000 Penalty: 3333.477051
	Iteration 19Q: 3 clusters Score -3322937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3322944.000000 Penalty: 3333.477051
	Iteration 20F: 3 clusters Score -3322944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3322944.500000 Penalty: 3333.477051
	Iteration 21Q: 3 clusters Score -3322944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3322953.250000 Penalty: 3333.477051
	Iteration 22Q: 3 clusters Score -3322953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3322960.000000 Penalty: 3333.477051
	Iteration 23Q: 3 clusters Score -3322960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -3322963.000000 Penalty: 3333.477051
	Iteration 24Q: 3 clusters Score -3322963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3322962.000000 Penalty: 3333.477051
	Iteration 25Q: 3 clusters Score -3322962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3322964.250000 Penalty: 3333.477051
	Iteration 26Q: 3 clusters Score -3322964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3322964.250000 Penalty: 3333.477051
	Iteration 27F: 3 clusters Score -3322964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (135818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Entering Unmasked Estep 
Score: -15612543.000000 Penalty: 1920.598999
	Iteration 0F: 2 clusters Score -1.561254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -15527711.000000 Penalty: 3841.197998
	Iteration 0F: 3 clusters Score -1.552771e+07 nChanged 65549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -15565851.000000 Penalty: 3841.197998
	Iteration 1F: 3 clusters Score -1.556585e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -15566627.000000 Penalty: 3841.197998
	Iteration 2Q: 3 clusters Score -1.556663e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -15567494.000000 Penalty: 3841.197998
	Iteration 3Q: 3 clusters Score -1.556749e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -15568411.000000 Penalty: 3841.197998
	Iteration 4Q: 3 clusters Score -1.556841e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -15569930.000000 Penalty: 3841.197998
	Iteration 5Q: 3 clusters Score -1.556993e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -15572152.000000 Penalty: 3841.197998
	Iteration 6Q: 3 clusters Score -1.557215e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -15575623.000000 Penalty: 3841.197998
	Iteration 7Q: 3 clusters Score -1.557562e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -15580940.000000 Penalty: 3841.197998
	Iteration 8F: 3 clusters Score -1.558094e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -15587576.000000 Penalty: 3841.197998
	Iteration 9F: 3 clusters Score -1.558758e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92556 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -15592993.000000 Penalty: 3841.197998
	Iteration 10F: 3 clusters Score -1.559299e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94914 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -15595574.000000 Penalty: 3841.197998
	Iteration 11Q: 3 clusters Score -1.559557e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97132 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -15596575.000000 Penalty: 3841.197998
	Iteration 12Q: 3 clusters Score -1.559658e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -15597551.000000 Penalty: 3841.197998
	Iteration 13Q: 3 clusters Score -1.559755e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -15598430.000000 Penalty: 3841.197998
	Iteration 14Q: 3 clusters Score -1.559843e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -15599274.000000 Penalty: 3841.197998
	Iteration 15Q: 3 clusters Score -1.559927e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -15600246.000000 Penalty: 3841.197998
	Iteration 16Q: 3 clusters Score -1.560025e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109469 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -15601201.000000 Penalty: 3841.197998
	Iteration 17Q: 3 clusters Score -1.56012e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112297 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -15602259.000000 Penalty: 3841.197998
	Iteration 18Q: 3 clusters Score -1.560226e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115169 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -15603337.000000 Penalty: 3841.197998
	Iteration 19Q: 3 clusters Score -1.560334e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117994 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -15604347.000000 Penalty: 3841.197998
	Iteration 20F: 3 clusters Score -1.560435e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120568 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -15605373.000000 Penalty: 3841.197998
	Iteration 21Q: 3 clusters Score -1.560537e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123010 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -15606130.000000 Penalty: 3841.197998
	Iteration 22Q: 3 clusters Score -1.560613e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125196 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -15606936.000000 Penalty: 3841.197998
	Iteration 23Q: 3 clusters Score -1.560694e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -15607743.000000 Penalty: 3841.197998
	Iteration 24Q: 3 clusters Score -1.560774e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128736 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -15608247.000000 Penalty: 3841.197998
	Iteration 25Q: 3 clusters Score -1.560825e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130131 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -15608740.000000 Penalty: 3841.197998
	Iteration 26Q: 3 clusters Score -1.560874e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131302 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -15609232.000000 Penalty: 3841.197998
	Iteration 27Q: 3 clusters Score -1.560923e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132222 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -15609530.000000 Penalty: 3841.197998
	Iteration 28Q: 3 clusters Score -1.560953e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132947 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -15609778.000000 Penalty: 3841.197998
	Iteration 29Q: 3 clusters Score -1.560978e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133522 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -15610049.000000 Penalty: 3841.197998
	Iteration 30Q: 3 clusters Score -1.561005e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133984 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -15610316.000000 Penalty: 3841.197998
	Iteration 31Q: 3 clusters Score -1.561032e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134337 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15610427.000000 Penalty: 3841.197998
	Iteration 32Q: 3 clusters Score -1.561043e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134603 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -15610524.000000 Penalty: 3841.197998
	Iteration 33Q: 3 clusters Score -1.561052e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134796 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -15610597.000000 Penalty: 3841.197998
	Iteration 34Q: 3 clusters Score -1.56106e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134920 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -15610651.000000 Penalty: 3841.197998
	Iteration 35Q: 3 clusters Score -1.561065e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135011 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -15610682.000000 Penalty: 3841.197998
	Iteration 36Q: 3 clusters Score -1.561068e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135078 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -15610726.000000 Penalty: 3841.197998
	Iteration 37Q: 3 clusters Score -1.561073e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135117 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -15610784.000000 Penalty: 3841.197998
	Iteration 38Q: 3 clusters Score -1.561078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135155 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -15610809.000000 Penalty: 3841.197998
	Iteration 39Q: 3 clusters Score -1.561081e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135187 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -15610813.000000 Penalty: 3841.197998
	Iteration 40F: 3 clusters Score -1.561081e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135219 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -15610826.000000 Penalty: 3841.197998
	Iteration 41Q: 3 clusters Score -1.561083e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135241 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -15610861.000000 Penalty: 3841.197998
	Iteration 42Q: 3 clusters Score -1.561086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135267 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -15610879.000000 Penalty: 3841.197998
	Iteration 43Q: 3 clusters Score -1.561088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135288 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -15610882.000000 Penalty: 3841.197998
	Iteration 44Q: 3 clusters Score -1.561088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135297 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15610887.000000 Penalty: 3841.197998
	Iteration 45Q: 3 clusters Score -1.561089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135305 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -15610892.000000 Penalty: 3841.197998
	Iteration 46Q: 3 clusters Score -1.561089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135310 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15610879.000000 Penalty: 3841.197998
	Iteration 47Q: 3 clusters Score -1.561088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135313 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15610891.000000 Penalty: 3841.197998
	Iteration 48Q: 3 clusters Score -1.561089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135314 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -15610889.000000 Penalty: 3841.197998
	Iteration 49Q: 3 clusters Score -1.561089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135318 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -15610889.000000 Penalty: 3841.197998
	Iteration 50Q: 3 clusters Score -1.561089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135323 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -15610908.000000 Penalty: 3841.197998
	Iteration 51Q: 3 clusters Score -1.561091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135328 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -15610900.000000 Penalty: 3841.197998
	Iteration 52Q: 3 clusters Score -1.56109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135336 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -15610885.000000 Penalty: 3841.197998
	Iteration 53Q: 3 clusters Score -1.561088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135340 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -15610900.000000 Penalty: 3841.197998
	Iteration 54Q: 3 clusters Score -1.56109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135345 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -15610895.000000 Penalty: 3841.197998
	Iteration 55Q: 3 clusters Score -1.56109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135348 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -15610900.000000 Penalty: 3841.197998
	Iteration 56Q: 3 clusters Score -1.56109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135348 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -15610892.000000 Penalty: 3841.197998
	Iteration 57Q: 3 clusters Score -1.561089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135350 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15610890.000000 Penalty: 3841.197998
	Iteration 58Q: 3 clusters Score -1.561089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135349 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -15610889.000000 Penalty: 3841.197998
	Iteration 59Q: 3 clusters Score -1.561089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135349 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -15610889.000000 Penalty: 3841.197998
	Iteration 60F: 3 clusters Score -1.561089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Entering Unmasked Estep 
Score: -534649.812500 Penalty: 1369.715332
	Iteration 0F: 2 clusters Score -534649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -530926.937500 Penalty: 2739.430664
	Iteration 0F: 3 clusters Score -530926.9 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -531936.125000 Penalty: 2739.430664
	Iteration 1F: 3 clusters Score -531936.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -532112.437500 Penalty: 2739.430664
	Iteration 2F: 3 clusters Score -532112.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -532228.750000 Penalty: 2739.430664
	Iteration 3Q: 3 clusters Score -532228.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -532298.000000 Penalty: 2739.430664
	Iteration 4Q: 3 clusters Score -532298 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -532353.312500 Penalty: 2739.430664
	Iteration 5Q: 3 clusters Score -532353.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -532400.000000 Penalty: 2739.430664
	Iteration 6Q: 3 clusters Score -532400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -532444.250000 Penalty: 2739.430664
	Iteration 7Q: 3 clusters Score -532444.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -532486.750000 Penalty: 2739.430664
	Iteration 8Q: 3 clusters Score -532486.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -532525.937500 Penalty: 2739.430664
	Iteration 9Q: 3 clusters Score -532525.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -532564.062500 Penalty: 2739.430664
	Iteration 10Q: 3 clusters Score -532564.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -532599.937500 Penalty: 2739.430664
	Iteration 11Q: 3 clusters Score -532599.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -532642.375000 Penalty: 2739.430664
	Iteration 12Q: 3 clusters Score -532642.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -532697.250000 Penalty: 2739.430664
	Iteration 13Q: 3 clusters Score -532697.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -532755.812500 Penalty: 2739.430664
	Iteration 14Q: 3 clusters Score -532755.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -532809.000000 Penalty: 2739.430664
	Iteration 15Q: 3 clusters Score -532809 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -532876.125000 Penalty: 2739.430664
	Iteration 16Q: 3 clusters Score -532876.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -532958.625000 Penalty: 2739.430664
	Iteration 17Q: 3 clusters Score -532958.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -533041.562500 Penalty: 2739.430664
	Iteration 18Q: 3 clusters Score -533041.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -533127.875000 Penalty: 2739.430664
	Iteration 19Q: 3 clusters Score -533127.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -533228.500000 Penalty: 2739.430664
	Iteration 20F: 3 clusters Score -533228.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -533287.875000 Penalty: 2739.430664
	Iteration 21Q: 3 clusters Score -533287.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -533329.437500 Penalty: 2739.430664
	Iteration 22Q: 3 clusters Score -533329.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -533363.625000 Penalty: 2739.430664
	Iteration 23Q: 3 clusters Score -533363.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -533380.875000 Penalty: 2739.430664
	Iteration 24Q: 3 clusters Score -533380.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -533393.187500 Penalty: 2739.430664
	Iteration 25Q: 3 clusters Score -533393.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -533405.812500 Penalty: 2739.430664
	Iteration 26Q: 3 clusters Score -533405.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -533413.375000 Penalty: 2739.430664
	Iteration 27Q: 3 clusters Score -533413.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -533423.250000 Penalty: 2739.430664
	Iteration 28Q: 3 clusters Score -533423.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -533432.312500 Penalty: 2739.430664
	Iteration 29Q: 3 clusters Score -533432.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -533439.312500 Penalty: 2739.430664
	Iteration 30Q: 3 clusters Score -533439.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -533442.500000 Penalty: 2739.430664
	Iteration 31Q: 3 clusters Score -533442.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -533444.687500 Penalty: 2739.430664
	Iteration 32Q: 3 clusters Score -533444.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -533447.375000 Penalty: 2739.430664
	Iteration 33Q: 3 clusters Score -533447.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -533450.812500 Penalty: 2739.430664
	Iteration 34Q: 3 clusters Score -533450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -533453.062500 Penalty: 2739.430664
	Iteration 35Q: 3 clusters Score -533453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -533453.250000 Penalty: 2739.430664
	Iteration 36Q: 3 clusters Score -533453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -533453.375000 Penalty: 2739.430664
	Iteration 37Q: 3 clusters Score -533453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -533453.875000 Penalty: 2739.430664
	Iteration 38Q: 3 clusters Score -533453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -533453.687500 Penalty: 2739.430664
	Iteration 39Q: 3 clusters Score -533453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -533453.687500 Penalty: 2739.430664
	Iteration 40F: 3 clusters Score -533453.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Entering Unmasked Estep 
Score: -6744617.000000 Penalty: 1779.089355
	Iteration 0F: 2 clusters Score -6744617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -6706771.500000 Penalty: 3558.178711
	Iteration 0F: 3 clusters Score -6706772 nChanged 26726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -6721837.500000 Penalty: 3558.178711
	Iteration 1F: 3 clusters Score -6721838 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -6722348.500000 Penalty: 3558.178711
	Iteration 2Q: 3 clusters Score -6722348 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -6722765.500000 Penalty: 3558.178711
	Iteration 3Q: 3 clusters Score -6722766 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -6723164.500000 Penalty: 3558.178711
	Iteration 4Q: 3 clusters Score -6723164 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -6723646.000000 Penalty: 3558.178711
	Iteration 5Q: 3 clusters Score -6723646 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -6724145.000000 Penalty: 3558.178711
	Iteration 6Q: 3 clusters Score -6724145 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -6724783.000000 Penalty: 3558.178711
	Iteration 7Q: 3 clusters Score -6724783 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -6725664.000000 Penalty: 3558.178711
	Iteration 8Q: 3 clusters Score -6725664 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -6727013.500000 Penalty: 3558.178711
	Iteration 9Q: 3 clusters Score -6727014 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -6728914.500000 Penalty: 3558.178711
	Iteration 10F: 3 clusters Score -6728914 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -6731236.000000 Penalty: 3558.178711
	Iteration 11F: 3 clusters Score -6731236 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -6733691.000000 Penalty: 3558.178711
	Iteration 12F: 3 clusters Score -6733691 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -6735904.000000 Penalty: 3558.178711
	Iteration 13Q: 3 clusters Score -6735904 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -6737729.000000 Penalty: 3558.178711
	Iteration 14Q: 3 clusters Score -6737729 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -6739118.500000 Penalty: 3558.178711
	Iteration 15Q: 3 clusters Score -6739118 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6740179.500000 Penalty: 3558.178711
	Iteration 16Q: 3 clusters Score -6740180 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -6740939.000000 Penalty: 3558.178711
	Iteration 17Q: 3 clusters Score -6740939 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6741498.000000 Penalty: 3558.178711
	Iteration 18Q: 3 clusters Score -6741498 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -6741863.500000 Penalty: 3558.178711
	Iteration 19Q: 3 clusters Score -6741864 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -6742140.500000 Penalty: 3558.178711
	Iteration 20F: 3 clusters Score -6742140 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6742338.000000 Penalty: 3558.178711
	Iteration 21Q: 3 clusters Score -6742338 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6742503.000000 Penalty: 3558.178711
	Iteration 22Q: 3 clusters Score -6742503 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6742617.500000 Penalty: 3558.178711
	Iteration 23Q: 3 clusters Score -6742618 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6742756.000000 Penalty: 3558.178711
	Iteration 24Q: 3 clusters Score -6742756 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6742835.500000 Penalty: 3558.178711
	Iteration 25Q: 3 clusters Score -6742836 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6742910.000000 Penalty: 3558.178711
	Iteration 26Q: 3 clusters Score -6742910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6742951.000000 Penalty: 3558.178711
	Iteration 27Q: 3 clusters Score -6742951 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6742978.500000 Penalty: 3558.178711
	Iteration 28Q: 3 clusters Score -6742978 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6743006.500000 Penalty: 3558.178711
	Iteration 29Q: 3 clusters Score -6743006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6743027.000000 Penalty: 3558.178711
	Iteration 30Q: 3 clusters Score -6743027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6743034.500000 Penalty: 3558.178711
	Iteration 31Q: 3 clusters Score -6743034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6743053.500000 Penalty: 3558.178711
	Iteration 32Q: 3 clusters Score -6743054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6743095.000000 Penalty: 3558.178711
	Iteration 33Q: 3 clusters Score -6743095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6743103.500000 Penalty: 3558.178711
	Iteration 34Q: 3 clusters Score -6743104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6743105.500000 Penalty: 3558.178711
	Iteration 35Q: 3 clusters Score -6743106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6743129.500000 Penalty: 3558.178711
	Iteration 36Q: 3 clusters Score -6743130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6743136.000000 Penalty: 3558.178711
	Iteration 37Q: 3 clusters Score -6743136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6743141.000000 Penalty: 3558.178711
	Iteration 38Q: 3 clusters Score -6743141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6743148.000000 Penalty: 3558.178711
	Iteration 39Q: 3 clusters Score -6743148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6743150.000000 Penalty: 3558.178711
	Iteration 40F: 3 clusters Score -6743150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6743158.500000 Penalty: 3558.178711
	Iteration 41Q: 3 clusters Score -6743158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6743164.000000 Penalty: 3558.178711
	Iteration 42Q: 3 clusters Score -6743164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6743159.500000 Penalty: 3558.178711
	Iteration 43Q: 3 clusters Score -6743160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6743168.000000 Penalty: 3558.178711
	Iteration 44Q: 3 clusters Score -6743168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6743173.000000 Penalty: 3558.178711
	Iteration 45Q: 3 clusters Score -6743173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6743171.000000 Penalty: 3558.178711
	Iteration 46Q: 3 clusters Score -6743171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6743171.500000 Penalty: 3558.178711
	Iteration 47Q: 3 clusters Score -6743172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6743172.000000 Penalty: 3558.178711
	Iteration 48Q: 3 clusters Score -6743172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6743167.500000 Penalty: 3558.178711
	Iteration 49Q: 3 clusters Score -6743168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6743172.000000 Penalty: 3558.178711
	Iteration 50Q: 3 clusters Score -6743172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6743176.000000 Penalty: 3558.178711
	Iteration 51Q: 3 clusters Score -6743176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6743172.500000 Penalty: 3558.178711
	Iteration 52Q: 3 clusters Score -6743172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6743173.000000 Penalty: 3558.178711
	Iteration 53Q: 3 clusters Score -6743173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6743174.000000 Penalty: 3558.178711
	Iteration 54Q: 3 clusters Score -6743174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6743184.500000 Penalty: 3558.178711
	Iteration 55Q: 3 clusters Score -6743184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6743180.000000 Penalty: 3558.178711
	Iteration 56Q: 3 clusters Score -6743180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6743186.500000 Penalty: 3558.178711
	Iteration 57Q: 3 clusters Score -6743186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6743183.500000 Penalty: 3558.178711
	Iteration 58Q: 3 clusters Score -6743184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6743185.500000 Penalty: 3558.178711
	Iteration 59Q: 3 clusters Score -6743186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6743182.000000 Penalty: 3558.178711
	Iteration 60F: 3 clusters Score -6743182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6743179.500000 Penalty: 3558.178711
	Iteration 61Q: 3 clusters Score -6743180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6743190.000000 Penalty: 3558.178711
	Iteration 62Q: 3 clusters Score -6743190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6743197.000000 Penalty: 3558.178711
	Iteration 63Q: 3 clusters Score -6743197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6743199.500000 Penalty: 3558.178711
	Iteration 64Q: 3 clusters Score -6743200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6743198.000000 Penalty: 3558.178711
	Iteration 65Q: 3 clusters Score -6743198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6743199.500000 Penalty: 3558.178711
	Iteration 66Q: 3 clusters Score -6743200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6743199.500000 Penalty: 3558.178711
	Iteration 67Q: 3 clusters Score -6743200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6743208.000000 Penalty: 3558.178711
	Iteration 68Q: 3 clusters Score -6743208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6743206.000000 Penalty: 3558.178711
	Iteration 69Q: 3 clusters Score -6743206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6743205.500000 Penalty: 3558.178711
	Iteration 70Q: 3 clusters Score -6743206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6743201.500000 Penalty: 3558.178711
	Iteration 71Q: 3 clusters Score -6743202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6743203.000000 Penalty: 3558.178711
	Iteration 72Q: 3 clusters Score -6743203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6743202.500000 Penalty: 3558.178711
	Iteration 73Q: 3 clusters Score -6743202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6743204.500000 Penalty: 3558.178711
	Iteration 74Q: 3 clusters Score -6743204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6743207.000000 Penalty: 3558.178711
	Iteration 75Q: 3 clusters Score -6743207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6743204.000000 Penalty: 3558.178711
	Iteration 76Q: 3 clusters Score -6743204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6743201.500000 Penalty: 3558.178711
	Iteration 77Q: 3 clusters Score -6743202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6743201.500000 Penalty: 3558.178711
	Iteration 78Q: 3 clusters Score -6743202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6743201.500000 Penalty: 3558.178711
	Iteration 79F: 3 clusters Score -6743202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -48899.140625 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -48899.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47931.851562 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -47931.85 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48455.890625 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -48455.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48808.257812 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -48808.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48989.308594 Penalty: 2040.519531
	Iteration 3F: 3 clusters Score -48989.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49178.453125 Penalty: 2040.519531
	Iteration 4F: 3 clusters Score -49178.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49294.031250 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -49294.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49395.421875 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -49395.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49404.464844 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -49404.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49410.066406 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -49410.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49412.613281 Penalty: 2040.519531
	Iteration 9Q: 3 clusters Score -49412.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49413.070312 Penalty: 2040.519531
	Iteration 10Q: 3 clusters Score -49413.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49413.617188 Penalty: 2040.519531
	Iteration 11Q: 3 clusters Score -49413.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49424.210938 Penalty: 2040.519531
	Iteration 12F: 3 clusters Score -49424.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49480.839844 Penalty: 2040.519531
	Iteration 13Q: 3 clusters Score -49480.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49577.335938 Penalty: 2040.519531
	Iteration 14Q: 3 clusters Score -49577.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49755.316406 Penalty: 2040.519531
	Iteration 15Q: 3 clusters Score -49755.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49836.476562 Penalty: 2040.519531
	Iteration 16Q: 3 clusters Score -49836.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49985.378906 Penalty: 2040.519531
	Iteration 17Q: 3 clusters Score -49985.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50159.003906 Penalty: 2040.519531
	Iteration 18Q: 3 clusters Score -50159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50362.488281 Penalty: 2040.519531
	Iteration 19Q: 3 clusters Score -50362.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50423.132812 Penalty: 2040.519531
	Iteration 20F: 3 clusters Score -50423.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -50535.441406 Penalty: 2040.519531
	Iteration 21Q: 3 clusters Score -50535.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50626.132812 Penalty: 2040.519531
	Iteration 22Q: 3 clusters Score -50626.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -50650.304688 Penalty: 2040.519531
	Iteration 23Q: 3 clusters Score -50650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -50662.390625 Penalty: 2040.519531
	Iteration 24Q: 3 clusters Score -50662.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50668.339844 Penalty: 2040.519531
	Iteration 25Q: 3 clusters Score -50668.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -50673.148438 Penalty: 2040.519531
	Iteration 26Q: 3 clusters Score -50673.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -50674.417969 Penalty: 2040.519531
	Iteration 27F: 3 clusters Score -50674.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50685.621094 Penalty: 2040.519531
	Iteration 28Q: 3 clusters Score -50685.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50723.328125 Penalty: 2040.519531
	Iteration 29Q: 3 clusters Score -50723.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50752.171875 Penalty: 2040.519531
	Iteration 30Q: 3 clusters Score -50752.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -50879.992188 Penalty: 2040.519531
	Iteration 31Q: 3 clusters Score -50879.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -50911.101562 Penalty: 2040.519531
	Iteration 32Q: 3 clusters Score -50911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -50942.367188 Penalty: 2040.519531
	Iteration 33Q: 3 clusters Score -50942.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -51016.542969 Penalty: 2040.519531
	Iteration 34Q: 3 clusters Score -51016.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -51170.929688 Penalty: 2040.519531
	Iteration 35Q: 3 clusters Score -51170.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -51174.265625 Penalty: 2040.519531
	Iteration 36Q: 3 clusters Score -51174.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -51174.265625 Penalty: 2040.519531
	Iteration 37F: 3 clusters Score -51174.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 28477 members 
Mstep: Class 4 contains 135818 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 56854 members 
Mstep: Class 7 contains 140 members 
Mstep: Class 8 contains 4539 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 16634 members 
Mstep: Class 12 contains 259 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 29997 members 
Mstep: Class 15 contains 30196 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 5052 members 
Mstep: Class 18 contains 76324 members 
Mstep: Class 19 contains 12769 members 
Mstep: Class 20 contains 35667 members 
Mstep: Class 21 contains 108247 members 
Mstep: Class 22 contains 91311 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 14498 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 393 members 
Entering Unmasked Estep 
Score: -86204568.000000 Penalty: 57207.613281
Splitting cluster 7 changes total score from -86203440.000000 to -86204568.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -522052.125000 Penalty: 1368.325073
	Iteration 0F: 2 clusters Score -522052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -518335.062500 Penalty: 2736.650146
	Iteration 0F: 3 clusters Score -518335.1 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -519332.406250 Penalty: 2736.650146
	Iteration 1F: 3 clusters Score -519332.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -519570.031250 Penalty: 2736.650146
	Iteration 2F: 3 clusters Score -519570 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -519837.562500 Penalty: 2736.650146
	Iteration 3F: 3 clusters Score -519837.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -520113.218750 Penalty: 2736.650146
	Iteration 4F: 3 clusters Score -520113.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -520336.468750 Penalty: 2736.650146
	Iteration 5F: 3 clusters Score -520336.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -520578.437500 Penalty: 2736.650146
	Iteration 6F: 3 clusters Score -520578.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -520829.062500 Penalty: 2736.650146
	Iteration 7F: 3 clusters Score -520829.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -521039.156250 Penalty: 2736.650146
	Iteration 8F: 3 clusters Score -521039.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -521188.687500 Penalty: 2736.650146
	Iteration 9Q: 3 clusters Score -521188.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -521273.593750 Penalty: 2736.650146
	Iteration 10Q: 3 clusters Score -521273.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -521322.500000 Penalty: 2736.650146
	Iteration 11Q: 3 clusters Score -521322.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -521353.500000 Penalty: 2736.650146
	Iteration 12Q: 3 clusters Score -521353.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -521370.781250 Penalty: 2736.650146
	Iteration 13Q: 3 clusters Score -521370.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -521380.906250 Penalty: 2736.650146
	Iteration 14Q: 3 clusters Score -521380.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -521387.812500 Penalty: 2736.650146
	Iteration 15Q: 3 clusters Score -521387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -521392.312500 Penalty: 2736.650146
	Iteration 16Q: 3 clusters Score -521392.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -521398.312500 Penalty: 2736.650146
	Iteration 17Q: 3 clusters Score -521398.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -521403.750000 Penalty: 2736.650146
	Iteration 18Q: 3 clusters Score -521403.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -521409.843750 Penalty: 2736.650146
	Iteration 19Q: 3 clusters Score -521409.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -521415.531250 Penalty: 2736.650146
	Iteration 20F: 3 clusters Score -521415.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -521422.156250 Penalty: 2736.650146
	Iteration 21Q: 3 clusters Score -521422.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -521426.718750 Penalty: 2736.650146
	Iteration 22Q: 3 clusters Score -521426.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -521432.625000 Penalty: 2736.650146
	Iteration 23Q: 3 clusters Score -521432.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -521436.562500 Penalty: 2736.650146
	Iteration 24Q: 3 clusters Score -521436.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -521438.593750 Penalty: 2736.650146
	Iteration 25Q: 3 clusters Score -521438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -521438.656250 Penalty: 2736.650146
	Iteration 26Q: 3 clusters Score -521438.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -521438.656250 Penalty: 2736.650146
	Iteration 27F: 3 clusters Score -521438.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -203264.578125 Penalty: 1213.633423
	Iteration 0F: 2 clusters Score -203264.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -201311.062500 Penalty: 2427.266846
	Iteration 0F: 3 clusters Score -201311.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -201680.828125 Penalty: 2427.266846
	Iteration 1F: 3 clusters Score -201680.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -201785.734375 Penalty: 2427.266846
	Iteration 2F: 3 clusters Score -201785.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -201854.656250 Penalty: 2427.266846
	Iteration 3F: 3 clusters Score -201854.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -201896.359375 Penalty: 2427.266846
	Iteration 4Q: 3 clusters Score -201896.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -201927.078125 Penalty: 2427.266846
	Iteration 5Q: 3 clusters Score -201927.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -201951.937500 Penalty: 2427.266846
	Iteration 6Q: 3 clusters Score -201951.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -201970.625000 Penalty: 2427.266846
	Iteration 7Q: 3 clusters Score -201970.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -201987.218750 Penalty: 2427.266846
	Iteration 8Q: 3 clusters Score -201987.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -202000.140625 Penalty: 2427.266846
	Iteration 9Q: 3 clusters Score -202000.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -202012.843750 Penalty: 2427.266846
	Iteration 10Q: 3 clusters Score -202012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -202019.875000 Penalty: 2427.266846
	Iteration 11Q: 3 clusters Score -202019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -202022.359375 Penalty: 2427.266846
	Iteration 12Q: 3 clusters Score -202022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -202025.015625 Penalty: 2427.266846
	Iteration 13Q: 3 clusters Score -202025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -202027.984375 Penalty: 2427.266846
	Iteration 14Q: 3 clusters Score -202028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -202032.046875 Penalty: 2427.266846
	Iteration 15Q: 3 clusters Score -202032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202038.375000 Penalty: 2427.266846
	Iteration 16Q: 3 clusters Score -202038.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202040.671875 Penalty: 2427.266846
	Iteration 17Q: 3 clusters Score -202040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -202041.578125 Penalty: 2427.266846
	Iteration 18Q: 3 clusters Score -202041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202043.468750 Penalty: 2427.266846
	Iteration 19Q: 3 clusters Score -202043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -202046.515625 Penalty: 2427.266846
	Iteration 20F: 3 clusters Score -202046.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -202049.000000 Penalty: 2427.266846
	Iteration 21Q: 3 clusters Score -202049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -202049.890625 Penalty: 2427.266846
	Iteration 22Q: 3 clusters Score -202049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -202050.968750 Penalty: 2427.266846
	Iteration 23Q: 3 clusters Score -202051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -202050.968750 Penalty: 2427.266846
	Iteration 24F: 3 clusters Score -202051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -479357.593750 Penalty: 1362.604858
	Iteration 0F: 2 clusters Score -479357.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -475730.375000 Penalty: 2725.209717
	Iteration 0F: 3 clusters Score -475730.4 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -476742.031250 Penalty: 2725.209717
	Iteration 1F: 3 clusters Score -476742 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -476981.562500 Penalty: 2725.209717
	Iteration 2F: 3 clusters Score -476981.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -477179.406250 Penalty: 2725.209717
	Iteration 3F: 3 clusters Score -477179.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -477358.312500 Penalty: 2725.209717
	Iteration 4F: 3 clusters Score -477358.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -477513.562500 Penalty: 2725.209717
	Iteration 5F: 3 clusters Score -477513.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -477622.031250 Penalty: 2725.209717
	Iteration 6Q: 3 clusters Score -477622 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -477721.625000 Penalty: 2725.209717
	Iteration 7Q: 3 clusters Score -477721.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -477809.093750 Penalty: 2725.209717
	Iteration 8Q: 3 clusters Score -477809.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -477883.031250 Penalty: 2725.209717
	Iteration 9Q: 3 clusters Score -477883 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -477960.781250 Penalty: 2725.209717
	Iteration 10Q: 3 clusters Score -477960.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -478039.000000 Penalty: 2725.209717
	Iteration 11Q: 3 clusters Score -478039 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -478108.375000 Penalty: 2725.209717
	Iteration 12Q: 3 clusters Score -478108.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -478162.906250 Penalty: 2725.209717
	Iteration 13Q: 3 clusters Score -478162.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -478227.218750 Penalty: 2725.209717
	Iteration 14Q: 3 clusters Score -478227.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -478295.281250 Penalty: 2725.209717
	Iteration 15Q: 3 clusters Score -478295.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -478374.593750 Penalty: 2725.209717
	Iteration 16Q: 3 clusters Score -478374.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -478445.156250 Penalty: 2725.209717
	Iteration 17Q: 3 clusters Score -478445.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -478505.218750 Penalty: 2725.209717
	Iteration 18Q: 3 clusters Score -478505.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -478566.031250 Penalty: 2725.209717
	Iteration 19Q: 3 clusters Score -478566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -478592.500000 Penalty: 2725.209717
	Iteration 20F: 3 clusters Score -478592.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -478620.187500 Penalty: 2725.209717
	Iteration 21Q: 3 clusters Score -478620.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -478637.875000 Penalty: 2725.209717
	Iteration 22Q: 3 clusters Score -478637.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -478649.250000 Penalty: 2725.209717
	Iteration 23Q: 3 clusters Score -478649.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -478653.125000 Penalty: 2725.209717
	Iteration 24Q: 3 clusters Score -478653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -478656.687500 Penalty: 2725.209717
	Iteration 25Q: 3 clusters Score -478656.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -478657.718750 Penalty: 2725.209717
	Iteration 26Q: 3 clusters Score -478657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -478658.312500 Penalty: 2725.209717
	Iteration 27Q: 3 clusters Score -478658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -478659.000000 Penalty: 2725.209717
	Iteration 28Q: 3 clusters Score -478659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -478658.812500 Penalty: 2725.209717
	Iteration 29Q: 3 clusters Score -478658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -478659.375000 Penalty: 2725.209717
	Iteration 30Q: 3 clusters Score -478659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -478659.406250 Penalty: 2725.209717
	Iteration 31Q: 3 clusters Score -478659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -478660.531250 Penalty: 2725.209717
	Iteration 32Q: 3 clusters Score -478660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -478660.687500 Penalty: 2725.209717
	Iteration 33Q: 3 clusters Score -478660.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -478662.281250 Penalty: 2725.209717
	Iteration 34Q: 3 clusters Score -478662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -478663.593750 Penalty: 2725.209717
	Iteration 35Q: 3 clusters Score -478663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -478664.875000 Penalty: 2725.209717
	Iteration 36Q: 3 clusters Score -478664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -478666.687500 Penalty: 2725.209717
	Iteration 37Q: 3 clusters Score -478666.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -478669.718750 Penalty: 2725.209717
	Iteration 38Q: 3 clusters Score -478669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -478670.937500 Penalty: 2725.209717
	Iteration 39Q: 3 clusters Score -478670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -478673.312500 Penalty: 2725.209717
	Iteration 40F: 3 clusters Score -478673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -478673.812500 Penalty: 2725.209717
	Iteration 41Q: 3 clusters Score -478673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -478674.593750 Penalty: 2725.209717
	Iteration 42Q: 3 clusters Score -478674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -478675.906250 Penalty: 2725.209717
	Iteration 43Q: 3 clusters Score -478675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -478676.656250 Penalty: 2725.209717
	Iteration 44Q: 3 clusters Score -478676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -478676.656250 Penalty: 2725.209717
	Iteration 45F: 3 clusters Score -478676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Entering Unmasked Estep 
Score: -1985512.250000 Penalty: 1579.370605
	Iteration 0F: 2 clusters Score -1985512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1974014.250000 Penalty: 3158.741211
	Iteration 0F: 3 clusters Score -1974014 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1978148.000000 Penalty: 3158.741211
	Iteration 1F: 3 clusters Score -1978148 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1978488.250000 Penalty: 3158.741211
	Iteration 2F: 3 clusters Score -1978488 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1978899.000000 Penalty: 3158.741211
	Iteration 3F: 3 clusters Score -1978899 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1979427.500000 Penalty: 3158.741211
	Iteration 4F: 3 clusters Score -1979428 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1980143.250000 Penalty: 3158.741211
	Iteration 5F: 3 clusters Score -1980143 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1980965.125000 Penalty: 3158.741211
	Iteration 6F: 3 clusters Score -1980965 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1981904.875000 Penalty: 3158.741211
	Iteration 7F: 3 clusters Score -1981905 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1982763.000000 Penalty: 3158.741211
	Iteration 8F: 3 clusters Score -1982763 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1983356.250000 Penalty: 3158.741211
	Iteration 9Q: 3 clusters Score -1983356 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1983676.000000 Penalty: 3158.741211
	Iteration 10Q: 3 clusters Score -1983676 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1983851.000000 Penalty: 3158.741211
	Iteration 11Q: 3 clusters Score -1983851 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1983934.750000 Penalty: 3158.741211
	Iteration 12Q: 3 clusters Score -1983935 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1983992.750000 Penalty: 3158.741211
	Iteration 13Q: 3 clusters Score -1983993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1984027.875000 Penalty: 3158.741211
	Iteration 14Q: 3 clusters Score -1984028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1984061.250000 Penalty: 3158.741211
	Iteration 15Q: 3 clusters Score -1984061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1984087.125000 Penalty: 3158.741211
	Iteration 16Q: 3 clusters Score -1984087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1984105.125000 Penalty: 3158.741211
	Iteration 17Q: 3 clusters Score -1984105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1984115.250000 Penalty: 3158.741211
	Iteration 18Q: 3 clusters Score -1984115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1984120.750000 Penalty: 3158.741211
	Iteration 19Q: 3 clusters Score -1984121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1984128.000000 Penalty: 3158.741211
	Iteration 20F: 3 clusters Score -1984128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1984130.750000 Penalty: 3158.741211
	Iteration 21Q: 3 clusters Score -1984131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1984134.750000 Penalty: 3158.741211
	Iteration 22Q: 3 clusters Score -1984135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1984138.375000 Penalty: 3158.741211
	Iteration 23Q: 3 clusters Score -1984138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1984142.625000 Penalty: 3158.741211
	Iteration 24Q: 3 clusters Score -1984143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1984144.000000 Penalty: 3158.741211
	Iteration 25Q: 3 clusters Score -1984144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1984146.750000 Penalty: 3158.741211
	Iteration 26Q: 3 clusters Score -1984147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1984147.250000 Penalty: 3158.741211
	Iteration 27Q: 3 clusters Score -1984147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1984148.500000 Penalty: 3158.741211
	Iteration 28Q: 3 clusters Score -1984148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1984154.000000 Penalty: 3158.741211
	Iteration 29Q: 3 clusters Score -1984154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1984155.500000 Penalty: 3158.741211
	Iteration 30Q: 3 clusters Score -1984156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1984155.500000 Penalty: 3158.741211
	Iteration 31F: 3 clusters Score -1984156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -18879.744141 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -18879.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18227.427734 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -18227.43 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18636.724609 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -18636.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19184.371094 Penalty: 1805.969116
	Iteration 2F: 3 clusters Score -19184.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19846.500000 Penalty: 1805.969116
	Iteration 3F: 3 clusters Score -19846.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20076.839844 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -20076.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20157.072266 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -20157.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20204.916016 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -20204.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20208.585938 Penalty: 1805.969116
	Iteration 7F: 3 clusters Score -20208.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20428.753906 Penalty: 1805.969116
	Iteration 8Q: 3 clusters Score -20428.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20440.630859 Penalty: 1805.969116
	Iteration 9Q: 3 clusters Score -20440.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20440.630859 Penalty: 1805.969116
	Iteration 10F: 3 clusters Score -20440.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 28477 members 
Mstep: Class 4 contains 135818 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 56854 members 
Mstep: Class 7 contains 140 members 
Mstep: Class 8 contains 4539 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 16634 members 
Mstep: Class 12 contains 128 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 29997 members 
Mstep: Class 15 contains 30196 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 5052 members 
Mstep: Class 18 contains 76324 members 
Mstep: Class 19 contains 12769 members 
Mstep: Class 20 contains 35667 members 
Mstep: Class 21 contains 108247 members 
Mstep: Class 22 contains 91311 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 14498 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 131 members 
Entering Unmasked Estep 
Score: -86204928.000000 Penalty: 59407.906250
Splitting cluster 12 changes total score from -86203440.000000 to -86204928.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -376061.437500 Penalty: 1315.485229
	Iteration 0F: 2 clusters Score -376061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -373153.062500 Penalty: 2630.970459
	Iteration 0F: 3 clusters Score -373153.1 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -373842.000000 Penalty: 2630.970459
	Iteration 1F: 3 clusters Score -373842 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -374001.531250 Penalty: 2630.970459
	Iteration 2F: 3 clusters Score -374001.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -374143.593750 Penalty: 2630.970459
	Iteration 3F: 3 clusters Score -374143.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -374345.531250 Penalty: 2630.970459
	Iteration 4F: 3 clusters Score -374345.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -374599.500000 Penalty: 2630.970459
	Iteration 5F: 3 clusters Score -374599.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -374876.312500 Penalty: 2630.970459
	Iteration 6F: 3 clusters Score -374876.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -375192.562500 Penalty: 2630.970459
	Iteration 7F: 3 clusters Score -375192.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -375487.875000 Penalty: 2630.970459
	Iteration 8F: 3 clusters Score -375487.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -375773.718750 Penalty: 2630.970459
	Iteration 9F: 3 clusters Score -375773.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -375959.625000 Penalty: 2630.970459
	Iteration 10Q: 3 clusters Score -375959.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -376054.343750 Penalty: 2630.970459
	Iteration 11Q: 3 clusters Score -376054.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -376103.562500 Penalty: 2630.970459
	Iteration 12Q: 3 clusters Score -376103.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -376120.656250 Penalty: 2630.970459
	Iteration 13Q: 3 clusters Score -376120.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -376126.218750 Penalty: 2630.970459
	Iteration 14Q: 3 clusters Score -376126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -376127.375000 Penalty: 2630.970459
	Iteration 15Q: 3 clusters Score -376127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -376128.125000 Penalty: 2630.970459
	Iteration 16Q: 3 clusters Score -376128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -376128.125000 Penalty: 2630.970459
	Iteration 17F: 3 clusters Score -376128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 28477 members 
Mstep: Class 4 contains 135818 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 56854 members 
Mstep: Class 7 contains 140 members 
Mstep: Class 8 contains 4539 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 16634 members 
Mstep: Class 12 contains 128 members 
Mstep: Class 13 contains 2262 members 
Mstep: Class 14 contains 29997 members 
Mstep: Class 15 contains 30196 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 5052 members 
Mstep: Class 18 contains 76324 members 
Mstep: Class 19 contains 12769 members 
Mstep: Class 20 contains 35667 members 
Mstep: Class 21 contains 108247 members 
Mstep: Class 22 contains 91311 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 14498 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 131 members 
Mstep: Class 28 contains 1017 members 
Entering Unmasked Estep 
Score: -86204000.000000 Penalty: 61608.199219
Splitting cluster 13 changes total score from -86203440.000000 to -86204000.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (29997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Entering Unmasked Estep 
Score: -3497496.250000 Penalty: 1675.188477
	Iteration 0F: 2 clusters Score -3497496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3477294.500000 Penalty: 3350.376953
	Iteration 0F: 3 clusters Score -3477294 nChanged 13829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3485101.000000 Penalty: 3350.376953
	Iteration 1F: 3 clusters Score -3485101 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3485655.500000 Penalty: 3350.376953
	Iteration 2Q: 3 clusters Score -3485656 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3486273.250000 Penalty: 3350.376953
	Iteration 3Q: 3 clusters Score -3486273 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3487038.000000 Penalty: 3350.376953
	Iteration 4F: 3 clusters Score -3487038 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3488072.750000 Penalty: 3350.376953
	Iteration 5F: 3 clusters Score -3488073 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3489352.000000 Penalty: 3350.376953
	Iteration 6F: 3 clusters Score -3489352 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3490848.250000 Penalty: 3350.376953
	Iteration 7F: 3 clusters Score -3490848 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -3492479.000000 Penalty: 3350.376953
	Iteration 8F: 3 clusters Score -3492479 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3493595.000000 Penalty: 3350.376953
	Iteration 9Q: 3 clusters Score -3493595 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3494078.000000 Penalty: 3350.376953
	Iteration 10Q: 3 clusters Score -3494078 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3494276.250000 Penalty: 3350.376953
	Iteration 11Q: 3 clusters Score -3494276 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3494378.750000 Penalty: 3350.376953
	Iteration 12Q: 3 clusters Score -3494379 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3494470.000000 Penalty: 3350.376953
	Iteration 13Q: 3 clusters Score -3494470 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3494531.250000 Penalty: 3350.376953
	Iteration 14Q: 3 clusters Score -3494531 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3494570.250000 Penalty: 3350.376953
	Iteration 15Q: 3 clusters Score -3494570 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3494602.000000 Penalty: 3350.376953
	Iteration 16Q: 3 clusters Score -3494602 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3494641.000000 Penalty: 3350.376953
	Iteration 17Q: 3 clusters Score -3494641 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3494687.500000 Penalty: 3350.376953
	Iteration 18Q: 3 clusters Score -3494688 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3494725.250000 Penalty: 3350.376953
	Iteration 19Q: 3 clusters Score -3494725 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3494765.500000 Penalty: 3350.376953
	Iteration 20F: 3 clusters Score -3494766 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3494813.250000 Penalty: 3350.376953
	Iteration 21Q: 3 clusters Score -3494813 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3494853.000000 Penalty: 3350.376953
	Iteration 22Q: 3 clusters Score -3494853 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3494885.750000 Penalty: 3350.376953
	Iteration 23Q: 3 clusters Score -3494886 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3494936.250000 Penalty: 3350.376953
	Iteration 24Q: 3 clusters Score -3494936 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3494971.750000 Penalty: 3350.376953
	Iteration 25Q: 3 clusters Score -3494972 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3495012.250000 Penalty: 3350.376953
	Iteration 26Q: 3 clusters Score -3495012 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3495054.750000 Penalty: 3350.376953
	Iteration 27Q: 3 clusters Score -3495055 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3495114.250000 Penalty: 3350.376953
	Iteration 28Q: 3 clusters Score -3495114 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3495160.500000 Penalty: 3350.376953
	Iteration 29Q: 3 clusters Score -3495160 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3495207.000000 Penalty: 3350.376953
	Iteration 30Q: 3 clusters Score -3495207 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3495254.250000 Penalty: 3350.376953
	Iteration 31Q: 3 clusters Score -3495254 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3495316.000000 Penalty: 3350.376953
	Iteration 32Q: 3 clusters Score -3495316 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3495360.500000 Penalty: 3350.376953
	Iteration 33Q: 3 clusters Score -3495360 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3495403.250000 Penalty: 3350.376953
	Iteration 34Q: 3 clusters Score -3495403 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3495461.000000 Penalty: 3350.376953
	Iteration 35Q: 3 clusters Score -3495461 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3495513.250000 Penalty: 3350.376953
	Iteration 36Q: 3 clusters Score -3495513 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3495573.750000 Penalty: 3350.376953
	Iteration 37Q: 3 clusters Score -3495574 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3495630.000000 Penalty: 3350.376953
	Iteration 38Q: 3 clusters Score -3495630 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3495687.500000 Penalty: 3350.376953
	Iteration 39Q: 3 clusters Score -3495688 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3495730.000000 Penalty: 3350.376953
	Iteration 40F: 3 clusters Score -3495730 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3495768.250000 Penalty: 3350.376953
	Iteration 41Q: 3 clusters Score -3495768 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3495819.000000 Penalty: 3350.376953
	Iteration 42Q: 3 clusters Score -3495819 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3495861.750000 Penalty: 3350.376953
	Iteration 43Q: 3 clusters Score -3495862 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3495873.750000 Penalty: 3350.376953
	Iteration 44Q: 3 clusters Score -3495874 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3495902.250000 Penalty: 3350.376953
	Iteration 45Q: 3 clusters Score -3495902 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3495932.000000 Penalty: 3350.376953
	Iteration 46Q: 3 clusters Score -3495932 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3495946.750000 Penalty: 3350.376953
	Iteration 47Q: 3 clusters Score -3495947 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3495981.250000 Penalty: 3350.376953
	Iteration 48Q: 3 clusters Score -3495981 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3496008.000000 Penalty: 3350.376953
	Iteration 49Q: 3 clusters Score -3496008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3496036.250000 Penalty: 3350.376953
	Iteration 50Q: 3 clusters Score -3496036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3496062.000000 Penalty: 3350.376953
	Iteration 51Q: 3 clusters Score -3496062 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3496086.500000 Penalty: 3350.376953
	Iteration 52Q: 3 clusters Score -3496086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3496109.750000 Penalty: 3350.376953
	Iteration 53Q: 3 clusters Score -3496110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3496118.250000 Penalty: 3350.376953
	Iteration 54Q: 3 clusters Score -3496118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3496129.500000 Penalty: 3350.376953
	Iteration 55Q: 3 clusters Score -3496130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3496145.000000 Penalty: 3350.376953
	Iteration 56Q: 3 clusters Score -3496145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3496160.500000 Penalty: 3350.376953
	Iteration 57Q: 3 clusters Score -3496160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3496180.750000 Penalty: 3350.376953
	Iteration 58Q: 3 clusters Score -3496181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3496197.750000 Penalty: 3350.376953
	Iteration 59Q: 3 clusters Score -3496198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3496212.750000 Penalty: 3350.376953
	Iteration 60F: 3 clusters Score -3496213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3496224.250000 Penalty: 3350.376953
	Iteration 61Q: 3 clusters Score -3496224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3496241.750000 Penalty: 3350.376953
	Iteration 62Q: 3 clusters Score -3496242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3496247.750000 Penalty: 3350.376953
	Iteration 63Q: 3 clusters Score -3496248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3496257.750000 Penalty: 3350.376953
	Iteration 64Q: 3 clusters Score -3496258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3496267.000000 Penalty: 3350.376953
	Iteration 65Q: 3 clusters Score -3496267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3496268.750000 Penalty: 3350.376953
	Iteration 66Q: 3 clusters Score -3496269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3496278.000000 Penalty: 3350.376953
	Iteration 67Q: 3 clusters Score -3496278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3496282.000000 Penalty: 3350.376953
	Iteration 68Q: 3 clusters Score -3496282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3496284.250000 Penalty: 3350.376953
	Iteration 69Q: 3 clusters Score -3496284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3496287.500000 Penalty: 3350.376953
	Iteration 70Q: 3 clusters Score -3496288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3496281.750000 Penalty: 3350.376953
	Iteration 71Q: 3 clusters Score -3496282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3496287.000000 Penalty: 3350.376953
	Iteration 72Q: 3 clusters Score -3496287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3496290.500000 Penalty: 3350.376953
	Iteration 73Q: 3 clusters Score -3496290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3496281.500000 Penalty: 3350.376953
	Iteration 74Q: 3 clusters Score -3496282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3496280.750000 Penalty: 3350.376953
	Iteration 75Q: 3 clusters Score -3496281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3496286.250000 Penalty: 3350.376953
	Iteration 76Q: 3 clusters Score -3496286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3496285.000000 Penalty: 3350.376953
	Iteration 77Q: 3 clusters Score -3496285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3496290.500000 Penalty: 3350.376953
	Iteration 78Q: 3 clusters Score -3496290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3496297.750000 Penalty: 3350.376953
	Iteration 79Q: 3 clusters Score -3496298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3496301.750000 Penalty: 3350.376953
	Iteration 80F: 3 clusters Score -3496302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3496300.000000 Penalty: 3350.376953
	Iteration 81Q: 3 clusters Score -3496300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3496307.000000 Penalty: 3350.376953
	Iteration 82Q: 3 clusters Score -3496307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3496307.750000 Penalty: 3350.376953
	Iteration 83Q: 3 clusters Score -3496308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3496307.750000 Penalty: 3350.376953
	Iteration 84Q: 3 clusters Score -3496308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3496312.500000 Penalty: 3350.376953
	Iteration 85Q: 3 clusters Score -3496312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3496308.500000 Penalty: 3350.376953
	Iteration 86Q: 3 clusters Score -3496308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3496313.250000 Penalty: 3350.376953
	Iteration 87Q: 3 clusters Score -3496313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3496309.500000 Penalty: 3350.376953
	Iteration 88Q: 3 clusters Score -3496310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3496311.000000 Penalty: 3350.376953
	Iteration 89Q: 3 clusters Score -3496311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3496311.500000 Penalty: 3350.376953
	Iteration 90Q: 3 clusters Score -3496312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3496308.750000 Penalty: 3350.376953
	Iteration 91Q: 3 clusters Score -3496309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3496308.000000 Penalty: 3350.376953
	Iteration 92Q: 3 clusters Score -3496308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3496308.000000 Penalty: 3350.376953
	Iteration 93F: 3 clusters Score -3496308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Entering Unmasked Estep 
Score: -3376921.000000 Penalty: 1676.263062
	Iteration 0F: 2 clusters Score -3376921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3356693.250000 Penalty: 3352.526123
	Iteration 0F: 3 clusters Score -3356693 nChanged 13827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3364277.750000 Penalty: 3352.526123
	Iteration 1F: 3 clusters Score -3364278 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3364788.500000 Penalty: 3352.526123
	Iteration 2Q: 3 clusters Score -3364788 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3365401.250000 Penalty: 3352.526123
	Iteration 3Q: 3 clusters Score -3365401 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3366276.750000 Penalty: 3352.526123
	Iteration 4F: 3 clusters Score -3366277 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3367531.500000 Penalty: 3352.526123
	Iteration 5F: 3 clusters Score -3367532 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3369139.250000 Penalty: 3352.526123
	Iteration 6F: 3 clusters Score -3369139 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3370863.500000 Penalty: 3352.526123
	Iteration 7F: 3 clusters Score -3370864 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3372454.750000 Penalty: 3352.526123
	Iteration 8F: 3 clusters Score -3372455 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3373857.500000 Penalty: 3352.526123
	Iteration 9Q: 3 clusters Score -3373858 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3374967.000000 Penalty: 3352.526123
	Iteration 10Q: 3 clusters Score -3374967 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3375387.250000 Penalty: 3352.526123
	Iteration 11Q: 3 clusters Score -3375387 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3375517.750000 Penalty: 3352.526123
	Iteration 12Q: 3 clusters Score -3375518 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -3375610.000000 Penalty: 3352.526123
	Iteration 13Q: 3 clusters Score -3375610 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3375655.750000 Penalty: 3352.526123
	Iteration 14Q: 3 clusters Score -3375656 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3375688.000000 Penalty: 3352.526123
	Iteration 15Q: 3 clusters Score -3375688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3375705.750000 Penalty: 3352.526123
	Iteration 16Q: 3 clusters Score -3375706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3375724.500000 Penalty: 3352.526123
	Iteration 17Q: 3 clusters Score -3375724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3375735.000000 Penalty: 3352.526123
	Iteration 18Q: 3 clusters Score -3375735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3375740.000000 Penalty: 3352.526123
	Iteration 19Q: 3 clusters Score -3375740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3375747.750000 Penalty: 3352.526123
	Iteration 20F: 3 clusters Score -3375748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3375755.500000 Penalty: 3352.526123
	Iteration 21Q: 3 clusters Score -3375756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3375758.500000 Penalty: 3352.526123
	Iteration 22Q: 3 clusters Score -3375758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3375759.000000 Penalty: 3352.526123
	Iteration 23Q: 3 clusters Score -3375759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3375760.000000 Penalty: 3352.526123
	Iteration 24Q: 3 clusters Score -3375760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3375762.750000 Penalty: 3352.526123
	Iteration 25Q: 3 clusters Score -3375763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3375762.750000 Penalty: 3352.526123
	Iteration 26Q: 3 clusters Score -3375763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3375766.500000 Penalty: 3352.526123
	Iteration 27Q: 3 clusters Score -3375766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3375762.000000 Penalty: 3352.526123
	Iteration 28Q: 3 clusters Score -3375762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3375765.250000 Penalty: 3352.526123
	Iteration 29Q: 3 clusters Score -3375765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3375766.500000 Penalty: 3352.526123
	Iteration 30Q: 3 clusters Score -3375766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3375766.250000 Penalty: 3352.526123
	Iteration 31Q: 3 clusters Score -3375766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3375764.250000 Penalty: 3352.526123
	Iteration 32Q: 3 clusters Score -3375764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3375770.250000 Penalty: 3352.526123
	Iteration 33Q: 3 clusters Score -3375770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3375773.000000 Penalty: 3352.526123
	Iteration 34Q: 3 clusters Score -3375773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3375766.750000 Penalty: 3352.526123
	Iteration 35Q: 3 clusters Score -3375767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3375766.500000 Penalty: 3352.526123
	Iteration 36Q: 3 clusters Score -3375766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3375766.000000 Penalty: 3352.526123
	Iteration 37Q: 3 clusters Score -3375766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3375766.000000 Penalty: 3352.526123
	Iteration 38Q: 3 clusters Score -3375766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3375763.500000 Penalty: 3352.526123
	Iteration 39Q: 3 clusters Score -3375764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3375768.750000 Penalty: 3352.526123
	Iteration 40F: 3 clusters Score -3375769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3375773.500000 Penalty: 3352.526123
	Iteration 41Q: 3 clusters Score -3375774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3375771.000000 Penalty: 3352.526123
	Iteration 42Q: 3 clusters Score -3375771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3375767.750000 Penalty: 3352.526123
	Iteration 43Q: 3 clusters Score -3375768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3375767.500000 Penalty: 3352.526123
	Iteration 44Q: 3 clusters Score -3375768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3375770.500000 Penalty: 3352.526123
	Iteration 45Q: 3 clusters Score -3375770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3375770.250000 Penalty: 3352.526123
	Iteration 46Q: 3 clusters Score -3375770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3375772.500000 Penalty: 3352.526123
	Iteration 47Q: 3 clusters Score -3375772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3375770.750000 Penalty: 3352.526123
	Iteration 48Q: 3 clusters Score -3375771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3375773.750000 Penalty: 3352.526123
	Iteration 49Q: 3 clusters Score -3375774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3375773.750000 Penalty: 3352.526123
	Iteration 50Q: 3 clusters Score -3375774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3375773.750000 Penalty: 3352.526123
	Iteration 51F: 3 clusters Score -3375774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Entering Unmasked Estep 
Score: -2187657.750000 Penalty: 1599.607300
	Iteration 0F: 2 clusters Score -2187658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2174757.000000 Penalty: 3199.214600
	Iteration 0F: 3 clusters Score -2174757 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2179610.250000 Penalty: 3199.214600
	Iteration 1F: 3 clusters Score -2179610 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2180407.000000 Penalty: 3199.214600
	Iteration 2F: 3 clusters Score -2180407 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2181394.250000 Penalty: 3199.214600
	Iteration 3F: 3 clusters Score -2181394 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2182477.750000 Penalty: 3199.214600
	Iteration 4F: 3 clusters Score -2182478 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2183438.250000 Penalty: 3199.214600
	Iteration 5F: 3 clusters Score -2183438 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2184271.500000 Penalty: 3199.214600
	Iteration 6F: 3 clusters Score -2184272 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2184964.250000 Penalty: 3199.214600
	Iteration 7Q: 3 clusters Score -2184964 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2185491.250000 Penalty: 3199.214600
	Iteration 8Q: 3 clusters Score -2185491 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2185814.750000 Penalty: 3199.214600
	Iteration 9Q: 3 clusters Score -2185815 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2186009.250000 Penalty: 3199.214600
	Iteration 10Q: 3 clusters Score -2186009 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2186095.750000 Penalty: 3199.214600
	Iteration 11Q: 3 clusters Score -2186096 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2186143.500000 Penalty: 3199.214600
	Iteration 12Q: 3 clusters Score -2186144 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2186163.750000 Penalty: 3199.214600
	Iteration 13Q: 3 clusters Score -2186164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2186188.750000 Penalty: 3199.214600
	Iteration 14Q: 3 clusters Score -2186189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2186197.750000 Penalty: 3199.214600
	Iteration 15Q: 3 clusters Score -2186198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2186210.500000 Penalty: 3199.214600
	Iteration 16Q: 3 clusters Score -2186210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2186212.500000 Penalty: 3199.214600
	Iteration 17Q: 3 clusters Score -2186212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2186219.250000 Penalty: 3199.214600
	Iteration 18Q: 3 clusters Score -2186219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2186224.500000 Penalty: 3199.214600
	Iteration 19Q: 3 clusters Score -2186224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2186223.750000 Penalty: 3199.214600
	Iteration 20F: 3 clusters Score -2186224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2186223.750000 Penalty: 3199.214600
	Iteration 21Q: 3 clusters Score -2186224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2186229.000000 Penalty: 3199.214600
	Iteration 22Q: 3 clusters Score -2186229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2186236.500000 Penalty: 3199.214600
	Iteration 23Q: 3 clusters Score -2186236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2186235.750000 Penalty: 3199.214600
	Iteration 24Q: 3 clusters Score -2186236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2186232.750000 Penalty: 3199.214600
	Iteration 25Q: 3 clusters Score -2186233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2186237.000000 Penalty: 3199.214600
	Iteration 26Q: 3 clusters Score -2186237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2186241.250000 Penalty: 3199.214600
	Iteration 27Q: 3 clusters Score -2186241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2186241.500000 Penalty: 3199.214600
	Iteration 28Q: 3 clusters Score -2186242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2186245.500000 Penalty: 3199.214600
	Iteration 29Q: 3 clusters Score -2186246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2186252.750000 Penalty: 3199.214600
	Iteration 30Q: 3 clusters Score -2186253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2186256.750000 Penalty: 3199.214600
	Iteration 31Q: 3 clusters Score -2186257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2186264.250000 Penalty: 3199.214600
	Iteration 32Q: 3 clusters Score -2186264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2186269.500000 Penalty: 3199.214600
	Iteration 33Q: 3 clusters Score -2186270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2186272.250000 Penalty: 3199.214600
	Iteration 34Q: 3 clusters Score -2186272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2186276.000000 Penalty: 3199.214600
	Iteration 35Q: 3 clusters Score -2186276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2186274.000000 Penalty: 3199.214600
	Iteration 36Q: 3 clusters Score -2186274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2186276.500000 Penalty: 3199.214600
	Iteration 37Q: 3 clusters Score -2186276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2186278.250000 Penalty: 3199.214600
	Iteration 38Q: 3 clusters Score -2186278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2186274.250000 Penalty: 3199.214600
	Iteration 39Q: 3 clusters Score -2186274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2186274.750000 Penalty: 3199.214600
	Iteration 40F: 3 clusters Score -2186275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2186272.750000 Penalty: 3199.214600
	Iteration 41Q: 3 clusters Score -2186273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2186276.000000 Penalty: 3199.214600
	Iteration 42Q: 3 clusters Score -2186276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2186277.500000 Penalty: 3199.214600
	Iteration 43Q: 3 clusters Score -2186278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2186278.500000 Penalty: 3199.214600
	Iteration 44Q: 3 clusters Score -2186278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2186281.500000 Penalty: 3199.214600
	Iteration 45Q: 3 clusters Score -2186282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2186282.000000 Penalty: 3199.214600
	Iteration 46Q: 3 clusters Score -2186282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2186279.250000 Penalty: 3199.214600
	Iteration 47Q: 3 clusters Score -2186279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2186277.500000 Penalty: 3199.214600
	Iteration 48Q: 3 clusters Score -2186278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2186277.500000 Penalty: 3199.214600
	Iteration 49F: 3 clusters Score -2186278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -582701.187500 Penalty: 1385.725098
	Iteration 0F: 2 clusters Score -582701.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -578701.250000 Penalty: 2771.450195
	Iteration 0F: 3 clusters Score -578701.2 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -579810.625000 Penalty: 2771.450195
	Iteration 1F: 3 clusters Score -579810.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -580005.937500 Penalty: 2771.450195
	Iteration 2F: 3 clusters Score -580005.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -580124.937500 Penalty: 2771.450195
	Iteration 3Q: 3 clusters Score -580124.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -580208.062500 Penalty: 2771.450195
	Iteration 4Q: 3 clusters Score -580208.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -580276.125000 Penalty: 2771.450195
	Iteration 5Q: 3 clusters Score -580276.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -580335.062500 Penalty: 2771.450195
	Iteration 6Q: 3 clusters Score -580335.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -580395.312500 Penalty: 2771.450195
	Iteration 7Q: 3 clusters Score -580395.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -580468.625000 Penalty: 2771.450195
	Iteration 8Q: 3 clusters Score -580468.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -580548.562500 Penalty: 2771.450195
	Iteration 9Q: 3 clusters Score -580548.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -580631.625000 Penalty: 2771.450195
	Iteration 10Q: 3 clusters Score -580631.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -580711.250000 Penalty: 2771.450195
	Iteration 11Q: 3 clusters Score -580711.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -580805.375000 Penalty: 2771.450195
	Iteration 12Q: 3 clusters Score -580805.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -580900.000000 Penalty: 2771.450195
	Iteration 13Q: 3 clusters Score -580900 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -581004.250000 Penalty: 2771.450195
	Iteration 14Q: 3 clusters Score -581004.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -581110.375000 Penalty: 2771.450195
	Iteration 15Q: 3 clusters Score -581110.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -581214.687500 Penalty: 2771.450195
	Iteration 16Q: 3 clusters Score -581214.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -581295.187500 Penalty: 2771.450195
	Iteration 17Q: 3 clusters Score -581295.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -581371.000000 Penalty: 2771.450195
	Iteration 18Q: 3 clusters Score -581371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -581447.500000 Penalty: 2771.450195
	Iteration 19Q: 3 clusters Score -581447.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -581502.062500 Penalty: 2771.450195
	Iteration 20F: 3 clusters Score -581502.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -581543.937500 Penalty: 2771.450195
	Iteration 21Q: 3 clusters Score -581543.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -581599.875000 Penalty: 2771.450195
	Iteration 22Q: 3 clusters Score -581599.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -581636.937500 Penalty: 2771.450195
	Iteration 23Q: 3 clusters Score -581636.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -581673.750000 Penalty: 2771.450195
	Iteration 24Q: 3 clusters Score -581673.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -581701.750000 Penalty: 2771.450195
	Iteration 25Q: 3 clusters Score -581701.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -581730.187500 Penalty: 2771.450195
	Iteration 26Q: 3 clusters Score -581730.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -581759.375000 Penalty: 2771.450195
	Iteration 27Q: 3 clusters Score -581759.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -581786.562500 Penalty: 2771.450195
	Iteration 28Q: 3 clusters Score -581786.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -581818.937500 Penalty: 2771.450195
	Iteration 29Q: 3 clusters Score -581818.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -581856.625000 Penalty: 2771.450195
	Iteration 30Q: 3 clusters Score -581856.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -581896.875000 Penalty: 2771.450195
	Iteration 31Q: 3 clusters Score -581896.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -581942.187500 Penalty: 2771.450195
	Iteration 32Q: 3 clusters Score -581942.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -581979.125000 Penalty: 2771.450195
	Iteration 33Q: 3 clusters Score -581979.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -582004.375000 Penalty: 2771.450195
	Iteration 34Q: 3 clusters Score -582004.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -582034.500000 Penalty: 2771.450195
	Iteration 35Q: 3 clusters Score -582034.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -582058.812500 Penalty: 2771.450195
	Iteration 36Q: 3 clusters Score -582058.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -582088.187500 Penalty: 2771.450195
	Iteration 37Q: 3 clusters Score -582088.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -582119.125000 Penalty: 2771.450195
	Iteration 38Q: 3 clusters Score -582119.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -582156.062500 Penalty: 2771.450195
	Iteration 39Q: 3 clusters Score -582156.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -582202.062500 Penalty: 2771.450195
	Iteration 40F: 3 clusters Score -582202.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -582240.312500 Penalty: 2771.450195
	Iteration 41Q: 3 clusters Score -582240.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -582270.062500 Penalty: 2771.450195
	Iteration 42Q: 3 clusters Score -582270.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -582292.375000 Penalty: 2771.450195
	Iteration 43Q: 3 clusters Score -582292.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -582309.937500 Penalty: 2771.450195
	Iteration 44Q: 3 clusters Score -582309.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -582324.312500 Penalty: 2771.450195
	Iteration 45Q: 3 clusters Score -582324.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -582336.187500 Penalty: 2771.450195
	Iteration 46Q: 3 clusters Score -582336.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -582347.250000 Penalty: 2771.450195
	Iteration 47Q: 3 clusters Score -582347.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -582351.687500 Penalty: 2771.450195
	Iteration 48Q: 3 clusters Score -582351.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -582355.687500 Penalty: 2771.450195
	Iteration 49Q: 3 clusters Score -582355.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -582356.625000 Penalty: 2771.450195
	Iteration 50Q: 3 clusters Score -582356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -582357.812500 Penalty: 2771.450195
	Iteration 51Q: 3 clusters Score -582357.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -582357.812500 Penalty: 2771.450195
	Iteration 52F: 3 clusters Score -582357.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Entering Unmasked Estep 
Score: -8901897.000000 Penalty: 1826.945679
	Iteration 0F: 2 clusters Score -8901897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -8850782.000000 Penalty: 3653.891357
	Iteration 0F: 3 clusters Score -8850782 nChanged 36458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -8871568.000000 Penalty: 3653.891357
	Iteration 1F: 3 clusters Score -8871568 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -8872042.000000 Penalty: 3653.891357
	Iteration 2Q: 3 clusters Score -8872042 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -8872497.000000 Penalty: 3653.891357
	Iteration 3Q: 3 clusters Score -8872497 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -8873020.000000 Penalty: 3653.891357
	Iteration 4Q: 3 clusters Score -8873020 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -8873765.000000 Penalty: 3653.891357
	Iteration 5Q: 3 clusters Score -8873765 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -8874602.000000 Penalty: 3653.891357
	Iteration 6Q: 3 clusters Score -8874602 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -8875643.000000 Penalty: 3653.891357
	Iteration 7Q: 3 clusters Score -8875643 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -8877025.000000 Penalty: 3653.891357
	Iteration 8Q: 3 clusters Score -8877025 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8878861.000000 Penalty: 3653.891357
	Iteration 9Q: 3 clusters Score -8878861 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -8881306.000000 Penalty: 3653.891357
	Iteration 10F: 3 clusters Score -8881306 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -8884272.000000 Penalty: 3653.891357
	Iteration 11F: 3 clusters Score -8884272 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -8887238.000000 Penalty: 3653.891357
	Iteration 12F: 3 clusters Score -8887238 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -8889221.000000 Penalty: 3653.891357
	Iteration 13Q: 3 clusters Score -8889221 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -8890156.000000 Penalty: 3653.891357
	Iteration 14Q: 3 clusters Score -8890156 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -8890666.000000 Penalty: 3653.891357
	Iteration 15Q: 3 clusters Score -8890666 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -8891061.000000 Penalty: 3653.891357
	Iteration 16Q: 3 clusters Score -8891061 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -8891507.000000 Penalty: 3653.891357
	Iteration 17Q: 3 clusters Score -8891507 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -8891925.000000 Penalty: 3653.891357
	Iteration 18Q: 3 clusters Score -8891925 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -8892334.000000 Penalty: 3653.891357
	Iteration 19Q: 3 clusters Score -8892334 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -8892773.000000 Penalty: 3653.891357
	Iteration 20F: 3 clusters Score -8892773 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -8893136.000000 Penalty: 3653.891357
	Iteration 21Q: 3 clusters Score -8893136 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -8893530.000000 Penalty: 3653.891357
	Iteration 22Q: 3 clusters Score -8893530 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -8893912.000000 Penalty: 3653.891357
	Iteration 23Q: 3 clusters Score -8893912 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -8894251.000000 Penalty: 3653.891357
	Iteration 24Q: 3 clusters Score -8894251 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -8894571.000000 Penalty: 3653.891357
	Iteration 25Q: 3 clusters Score -8894571 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -8894826.000000 Penalty: 3653.891357
	Iteration 26Q: 3 clusters Score -8894826 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -8895163.000000 Penalty: 3653.891357
	Iteration 27Q: 3 clusters Score -8895163 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -8895499.000000 Penalty: 3653.891357
	Iteration 28Q: 3 clusters Score -8895499 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -8895872.000000 Penalty: 3653.891357
	Iteration 29Q: 3 clusters Score -8895872 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -8896238.000000 Penalty: 3653.891357
	Iteration 30Q: 3 clusters Score -8896238 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -8896549.000000 Penalty: 3653.891357
	Iteration 31Q: 3 clusters Score -8896549 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -8896886.000000 Penalty: 3653.891357
	Iteration 32Q: 3 clusters Score -8896886 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -8897191.000000 Penalty: 3653.891357
	Iteration 33Q: 3 clusters Score -8897191 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -8897503.000000 Penalty: 3653.891357
	Iteration 34Q: 3 clusters Score -8897503 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -8897762.000000 Penalty: 3653.891357
	Iteration 35Q: 3 clusters Score -8897762 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -8898105.000000 Penalty: 3653.891357
	Iteration 36Q: 3 clusters Score -8898105 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -8898330.000000 Penalty: 3653.891357
	Iteration 37Q: 3 clusters Score -8898330 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -8898553.000000 Penalty: 3653.891357
	Iteration 38Q: 3 clusters Score -8898553 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -8898831.000000 Penalty: 3653.891357
	Iteration 39Q: 3 clusters Score -8898831 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -8899062.000000 Penalty: 3653.891357
	Iteration 40F: 3 clusters Score -8899062 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -8899185.000000 Penalty: 3653.891357
	Iteration 41Q: 3 clusters Score -8899185 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 72624 members 
Entering Unmasked Estep 
Score: -8899328.000000 Penalty: 3653.891357
	Iteration 42Q: 3 clusters Score -8899328 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -8899466.000000 Penalty: 3653.891357
	Iteration 43Q: 3 clusters Score -8899466 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -8899636.000000 Penalty: 3653.891357
	Iteration 44Q: 3 clusters Score -8899636 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -8899776.000000 Penalty: 3653.891357
	Iteration 45Q: 3 clusters Score -8899776 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -8899851.000000 Penalty: 3653.891357
	Iteration 46Q: 3 clusters Score -8899851 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -8899932.000000 Penalty: 3653.891357
	Iteration 47Q: 3 clusters Score -8899932 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -8900034.000000 Penalty: 3653.891357
	Iteration 48Q: 3 clusters Score -8900034 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -8900114.000000 Penalty: 3653.891357
	Iteration 49Q: 3 clusters Score -8900114 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -8900154.000000 Penalty: 3653.891357
	Iteration 50Q: 3 clusters Score -8900154 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -8900202.000000 Penalty: 3653.891357
	Iteration 51Q: 3 clusters Score -8900202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -8900229.000000 Penalty: 3653.891357
	Iteration 52Q: 3 clusters Score -8900229 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -8900257.000000 Penalty: 3653.891357
	Iteration 53Q: 3 clusters Score -8900257 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -8900291.000000 Penalty: 3653.891357
	Iteration 54Q: 3 clusters Score -8900291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -8900310.000000 Penalty: 3653.891357
	Iteration 55Q: 3 clusters Score -8900310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -8900316.000000 Penalty: 3653.891357
	Iteration 56Q: 3 clusters Score -8900316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -8900335.000000 Penalty: 3653.891357
	Iteration 57Q: 3 clusters Score -8900335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -8900340.000000 Penalty: 3653.891357
	Iteration 58Q: 3 clusters Score -8900340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -8900335.000000 Penalty: 3653.891357
	Iteration 59Q: 3 clusters Score -8900335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -8900335.000000 Penalty: 3653.891357
	Iteration 60F: 3 clusters Score -8900335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -8900353.000000 Penalty: 3653.891357
	Iteration 61Q: 3 clusters Score -8900353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -8900367.000000 Penalty: 3653.891357
	Iteration 62Q: 3 clusters Score -8900367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -8900364.000000 Penalty: 3653.891357
	Iteration 63Q: 3 clusters Score -8900364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -8900389.000000 Penalty: 3653.891357
	Iteration 64Q: 3 clusters Score -8900389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -8900391.000000 Penalty: 3653.891357
	Iteration 65Q: 3 clusters Score -8900391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 75412 members 
Entering Unmasked Estep 
Score: -8900398.000000 Penalty: 3653.891357
	Iteration 66Q: 3 clusters Score -8900398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -8900404.000000 Penalty: 3653.891357
	Iteration 67Q: 3 clusters Score -8900404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -8900411.000000 Penalty: 3653.891357
	Iteration 68Q: 3 clusters Score -8900411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 75443 members 
Entering Unmasked Estep 
Score: -8900418.000000 Penalty: 3653.891357
	Iteration 69Q: 3 clusters Score -8900418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -8900422.000000 Penalty: 3653.891357
	Iteration 70Q: 3 clusters Score -8900422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -8900420.000000 Penalty: 3653.891357
	Iteration 71Q: 3 clusters Score -8900420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -8900418.000000 Penalty: 3653.891357
	Iteration 72Q: 3 clusters Score -8900418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -8900428.000000 Penalty: 3653.891357
	Iteration 73Q: 3 clusters Score -8900428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -8900429.000000 Penalty: 3653.891357
	Iteration 74Q: 3 clusters Score -8900429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -8900443.000000 Penalty: 3653.891357
	Iteration 75Q: 3 clusters Score -8900443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -8900444.000000 Penalty: 3653.891357
	Iteration 76Q: 3 clusters Score -8900444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -8900461.000000 Penalty: 3653.891357
	Iteration 77Q: 3 clusters Score -8900461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -8900474.000000 Penalty: 3653.891357
	Iteration 78Q: 3 clusters Score -8900474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -8900469.000000 Penalty: 3653.891357
	Iteration 79Q: 3 clusters Score -8900469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -8900469.000000 Penalty: 3653.891357
	Iteration 80F: 3 clusters Score -8900469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -8900472.000000 Penalty: 3653.891357
	Iteration 81Q: 3 clusters Score -8900472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -8900468.000000 Penalty: 3653.891357
	Iteration 82Q: 3 clusters Score -8900468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -8900468.000000 Penalty: 3653.891357
	Iteration 83F: 3 clusters Score -8900468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Entering Unmasked Estep 
Score: -1458224.625000 Penalty: 1536.401123
	Iteration 0F: 2 clusters Score -1458225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1449380.750000 Penalty: 3072.802246
	Iteration 0F: 3 clusters Score -1449381 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1452912.750000 Penalty: 3072.802246
	Iteration 1F: 3 clusters Score -1452913 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1453659.875000 Penalty: 3072.802246
	Iteration 2F: 3 clusters Score -1453660 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1454298.125000 Penalty: 3072.802246
	Iteration 3F: 3 clusters Score -1454298 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1454902.125000 Penalty: 3072.802246
	Iteration 4F: 3 clusters Score -1454902 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1455541.875000 Penalty: 3072.802246
	Iteration 5F: 3 clusters Score -1455542 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1456152.750000 Penalty: 3072.802246
	Iteration 6F: 3 clusters Score -1456153 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1456687.125000 Penalty: 3072.802246
	Iteration 7Q: 3 clusters Score -1456687 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1457061.125000 Penalty: 3072.802246
	Iteration 8Q: 3 clusters Score -1457061 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1457278.625000 Penalty: 3072.802246
	Iteration 9Q: 3 clusters Score -1457279 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1457424.125000 Penalty: 3072.802246
	Iteration 10Q: 3 clusters Score -1457424 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1457509.125000 Penalty: 3072.802246
	Iteration 11Q: 3 clusters Score -1457509 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1457587.750000 Penalty: 3072.802246
	Iteration 12Q: 3 clusters Score -1457588 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1457663.500000 Penalty: 3072.802246
	Iteration 13Q: 3 clusters Score -1457664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1457737.750000 Penalty: 3072.802246
	Iteration 14Q: 3 clusters Score -1457738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1457827.125000 Penalty: 3072.802246
	Iteration 15Q: 3 clusters Score -1457827 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1457892.125000 Penalty: 3072.802246
	Iteration 16Q: 3 clusters Score -1457892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1457926.375000 Penalty: 3072.802246
	Iteration 17Q: 3 clusters Score -1457926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1457946.375000 Penalty: 3072.802246
	Iteration 18Q: 3 clusters Score -1457946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1457961.375000 Penalty: 3072.802246
	Iteration 19Q: 3 clusters Score -1457961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1457974.375000 Penalty: 3072.802246
	Iteration 20F: 3 clusters Score -1457974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1457985.750000 Penalty: 3072.802246
	Iteration 21Q: 3 clusters Score -1457986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1457989.250000 Penalty: 3072.802246
	Iteration 22Q: 3 clusters Score -1457989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1457992.500000 Penalty: 3072.802246
	Iteration 23Q: 3 clusters Score -1457992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1457990.750000 Penalty: 3072.802246
	Iteration 24Q: 3 clusters Score -1457991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1457995.500000 Penalty: 3072.802246
	Iteration 25Q: 3 clusters Score -1457996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1457995.250000 Penalty: 3072.802246
	Iteration 26Q: 3 clusters Score -1457995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1457996.125000 Penalty: 3072.802246
	Iteration 27Q: 3 clusters Score -1457996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1457997.500000 Penalty: 3072.802246
	Iteration 28Q: 3 clusters Score -1457998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1457996.750000 Penalty: 3072.802246
	Iteration 29Q: 3 clusters Score -1457997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1457998.250000 Penalty: 3072.802246
	Iteration 30Q: 3 clusters Score -1457998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1457998.000000 Penalty: 3072.802246
	Iteration 31Q: 3 clusters Score -1457998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1457999.375000 Penalty: 3072.802246
	Iteration 32Q: 3 clusters Score -1457999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1458003.500000 Penalty: 3072.802246
	Iteration 33Q: 3 clusters Score -1458004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1458002.375000 Penalty: 3072.802246
	Iteration 34Q: 3 clusters Score -1458002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1458001.750000 Penalty: 3072.802246
	Iteration 35Q: 3 clusters Score -1458002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1458002.375000 Penalty: 3072.802246
	Iteration 36Q: 3 clusters Score -1458002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1458003.375000 Penalty: 3072.802246
	Iteration 37Q: 3 clusters Score -1458003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1458004.625000 Penalty: 3072.802246
	Iteration 38Q: 3 clusters Score -1458005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1458004.625000 Penalty: 3072.802246
	Iteration 39F: 3 clusters Score -1458005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Entering Unmasked Estep 
Score: -4132728.750000 Penalty: 1703.321899
	Iteration 0F: 2 clusters Score -4132729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -4108893.000000 Penalty: 3406.643799
	Iteration 0F: 3 clusters Score -4108893 nChanged 16421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4117886.000000 Penalty: 3406.643799
	Iteration 1F: 3 clusters Score -4117886 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4118373.250000 Penalty: 3406.643799
	Iteration 2Q: 3 clusters Score -4118373 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4119052.250000 Penalty: 3406.643799
	Iteration 3Q: 3 clusters Score -4119052 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4119970.250000 Penalty: 3406.643799
	Iteration 4F: 3 clusters Score -4119970 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -4121128.000000 Penalty: 3406.643799
	Iteration 5F: 3 clusters Score -4121128 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4122534.750000 Penalty: 3406.643799
	Iteration 6F: 3 clusters Score -4122535 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -4124113.750000 Penalty: 3406.643799
	Iteration 7F: 3 clusters Score -4124114 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -4125821.500000 Penalty: 3406.643799
	Iteration 8F: 3 clusters Score -4125822 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4127366.750000 Penalty: 3406.643799
	Iteration 9Q: 3 clusters Score -4127367 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -4128335.750000 Penalty: 3406.643799
	Iteration 10Q: 3 clusters Score -4128336 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -4128861.250000 Penalty: 3406.643799
	Iteration 11Q: 3 clusters Score -4128861 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -4129139.250000 Penalty: 3406.643799
	Iteration 12Q: 3 clusters Score -4129139 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -4129355.250000 Penalty: 3406.643799
	Iteration 13Q: 3 clusters Score -4129355 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -4129572.250000 Penalty: 3406.643799
	Iteration 14Q: 3 clusters Score -4129572 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -4129739.250000 Penalty: 3406.643799
	Iteration 15Q: 3 clusters Score -4129739 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4129880.750000 Penalty: 3406.643799
	Iteration 16Q: 3 clusters Score -4129881 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -4130007.000000 Penalty: 3406.643799
	Iteration 17Q: 3 clusters Score -4130007 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4130146.000000 Penalty: 3406.643799
	Iteration 18Q: 3 clusters Score -4130146 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4130276.250000 Penalty: 3406.643799
	Iteration 19Q: 3 clusters Score -4130276 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4130377.000000 Penalty: 3406.643799
	Iteration 20F: 3 clusters Score -4130377 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4130500.500000 Penalty: 3406.643799
	Iteration 21Q: 3 clusters Score -4130500 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4130614.500000 Penalty: 3406.643799
	Iteration 22Q: 3 clusters Score -4130614 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4130707.000000 Penalty: 3406.643799
	Iteration 23Q: 3 clusters Score -4130707 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4130815.750000 Penalty: 3406.643799
	Iteration 24Q: 3 clusters Score -4130816 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4130892.750000 Penalty: 3406.643799
	Iteration 25Q: 3 clusters Score -4130893 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4130959.500000 Penalty: 3406.643799
	Iteration 26Q: 3 clusters Score -4130960 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4131025.750000 Penalty: 3406.643799
	Iteration 27Q: 3 clusters Score -4131026 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4131082.750000 Penalty: 3406.643799
	Iteration 28Q: 3 clusters Score -4131083 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4131134.750000 Penalty: 3406.643799
	Iteration 29Q: 3 clusters Score -4131135 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4131183.750000 Penalty: 3406.643799
	Iteration 30Q: 3 clusters Score -4131184 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4131242.500000 Penalty: 3406.643799
	Iteration 31Q: 3 clusters Score -4131242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4131286.750000 Penalty: 3406.643799
	Iteration 32Q: 3 clusters Score -4131287 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4131322.250000 Penalty: 3406.643799
	Iteration 33Q: 3 clusters Score -4131322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4131383.250000 Penalty: 3406.643799
	Iteration 34Q: 3 clusters Score -4131383 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4131422.500000 Penalty: 3406.643799
	Iteration 35Q: 3 clusters Score -4131422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4131458.250000 Penalty: 3406.643799
	Iteration 36Q: 3 clusters Score -4131458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4131470.750000 Penalty: 3406.643799
	Iteration 37Q: 3 clusters Score -4131471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4131510.750000 Penalty: 3406.643799
	Iteration 38Q: 3 clusters Score -4131511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4131537.500000 Penalty: 3406.643799
	Iteration 39Q: 3 clusters Score -4131538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4131560.000000 Penalty: 3406.643799
	Iteration 40F: 3 clusters Score -4131560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4131579.250000 Penalty: 3406.643799
	Iteration 41Q: 3 clusters Score -4131579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4131608.000000 Penalty: 3406.643799
	Iteration 42Q: 3 clusters Score -4131608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4131620.750000 Penalty: 3406.643799
	Iteration 43Q: 3 clusters Score -4131621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4131623.750000 Penalty: 3406.643799
	Iteration 44Q: 3 clusters Score -4131624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4131636.750000 Penalty: 3406.643799
	Iteration 45Q: 3 clusters Score -4131637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4131654.750000 Penalty: 3406.643799
	Iteration 46Q: 3 clusters Score -4131655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4131669.250000 Penalty: 3406.643799
	Iteration 47Q: 3 clusters Score -4131669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4131682.250000 Penalty: 3406.643799
	Iteration 48Q: 3 clusters Score -4131682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4131694.250000 Penalty: 3406.643799
	Iteration 49Q: 3 clusters Score -4131694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4131703.250000 Penalty: 3406.643799
	Iteration 50Q: 3 clusters Score -4131703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4131708.500000 Penalty: 3406.643799
	Iteration 51Q: 3 clusters Score -4131708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4131714.000000 Penalty: 3406.643799
	Iteration 52Q: 3 clusters Score -4131714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4131719.000000 Penalty: 3406.643799
	Iteration 53Q: 3 clusters Score -4131719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4131716.000000 Penalty: 3406.643799
	Iteration 54Q: 3 clusters Score -4131716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4131714.500000 Penalty: 3406.643799
	Iteration 55Q: 3 clusters Score -4131714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4131717.000000 Penalty: 3406.643799
	Iteration 56Q: 3 clusters Score -4131717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4131717.000000 Penalty: 3406.643799
	Iteration 57F: 3 clusters Score -4131717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (108247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108247 members 
Entering Unmasked Estep 
Score: -12657665.000000 Penalty: 1883.727783
	Iteration 0F: 2 clusters Score -1.265766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -12588971.000000 Penalty: 3767.455566
	Iteration 0F: 3 clusters Score -1.258897e+07 nChanged 51803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -12619261.000000 Penalty: 3767.455566
	Iteration 1F: 3 clusters Score -1.261926e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -12620574.000000 Penalty: 3767.455566
	Iteration 2Q: 3 clusters Score -1.262057e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -12623069.000000 Penalty: 3767.455566
	Iteration 3F: 3 clusters Score -1.262307e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -12627637.000000 Penalty: 3767.455566
	Iteration 4F: 3 clusters Score -1.262764e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -12634292.000000 Penalty: 3767.455566
	Iteration 5F: 3 clusters Score -1.263429e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -12641578.000000 Penalty: 3767.455566
	Iteration 6F: 3 clusters Score -1.264158e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 97127 members 
Entering Unmasked Estep 
Score: -12647184.000000 Penalty: 3767.455566
	Iteration 7F: 3 clusters Score -1.264718e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -12650733.000000 Penalty: 3767.455566
	Iteration 8Q: 3 clusters Score -1.265073e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -12653235.000000 Penalty: 3767.455566
	Iteration 9Q: 3 clusters Score -1.265324e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -12654526.000000 Penalty: 3767.455566
	Iteration 10Q: 3 clusters Score -1.265453e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -12655255.000000 Penalty: 3767.455566
	Iteration 11Q: 3 clusters Score -1.265526e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 105840 members 
Entering Unmasked Estep 
Score: -12655709.000000 Penalty: 3767.455566
	Iteration 12Q: 3 clusters Score -1.265571e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 106295 members 
Entering Unmasked Estep 
Score: -12655954.000000 Penalty: 3767.455566
	Iteration 13Q: 3 clusters Score -1.265595e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -12656094.000000 Penalty: 3767.455566
	Iteration 14Q: 3 clusters Score -1.265609e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -12656205.000000 Penalty: 3767.455566
	Iteration 15Q: 3 clusters Score -1.26562e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 107033 members 
Entering Unmasked Estep 
Score: -12656239.000000 Penalty: 3767.455566
	Iteration 16Q: 3 clusters Score -1.265624e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 107144 members 
Entering Unmasked Estep 
Score: -12656261.000000 Penalty: 3767.455566
	Iteration 17Q: 3 clusters Score -1.265626e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 107232 members 
Entering Unmasked Estep 
Score: -12656261.000000 Penalty: 3767.455566
	Iteration 18Q: 3 clusters Score -1.265626e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 107301 members 
Entering Unmasked Estep 
Score: -12656270.000000 Penalty: 3767.455566
	Iteration 19Q: 3 clusters Score -1.265627e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -12656268.000000 Penalty: 3767.455566
	Iteration 20F: 3 clusters Score -1.265627e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -12656276.000000 Penalty: 3767.455566
	Iteration 21Q: 3 clusters Score -1.265628e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 107446 members 
Entering Unmasked Estep 
Score: -12656290.000000 Penalty: 3767.455566
	Iteration 22Q: 3 clusters Score -1.265629e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 107479 members 
Entering Unmasked Estep 
Score: -12656294.000000 Penalty: 3767.455566
	Iteration 23Q: 3 clusters Score -1.265629e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -12656294.000000 Penalty: 3767.455566
	Iteration 24Q: 3 clusters Score -1.265629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 107526 members 
Entering Unmasked Estep 
Score: -12656293.000000 Penalty: 3767.455566
	Iteration 25Q: 3 clusters Score -1.265629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -12656302.000000 Penalty: 3767.455566
	Iteration 26Q: 3 clusters Score -1.26563e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 107571 members 
Entering Unmasked Estep 
Score: -12656314.000000 Penalty: 3767.455566
	Iteration 27Q: 3 clusters Score -1.265631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
Score: -12656315.000000 Penalty: 3767.455566
	Iteration 28Q: 3 clusters Score -1.265632e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 107598 members 
Entering Unmasked Estep 
Score: -12656320.000000 Penalty: 3767.455566
	Iteration 29Q: 3 clusters Score -1.265632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 107611 members 
Entering Unmasked Estep 
Score: -12656350.000000 Penalty: 3767.455566
	Iteration 30Q: 3 clusters Score -1.265635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 107624 members 
Entering Unmasked Estep 
Score: -12656342.000000 Penalty: 3767.455566
	Iteration 31Q: 3 clusters Score -1.265634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 107632 members 
Entering Unmasked Estep 
Score: -12656327.000000 Penalty: 3767.455566
	Iteration 32Q: 3 clusters Score -1.265633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 107640 members 
Entering Unmasked Estep 
Score: -12656311.000000 Penalty: 3767.455566
	Iteration 33Q: 3 clusters Score -1.265631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 107651 members 
Entering Unmasked Estep 
Score: -12656310.000000 Penalty: 3767.455566
	Iteration 34Q: 3 clusters Score -1.265631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 107657 members 
Entering Unmasked Estep 
Score: -12656303.000000 Penalty: 3767.455566
	Iteration 35Q: 3 clusters Score -1.26563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 107662 members 
Entering Unmasked Estep 
Score: -12656308.000000 Penalty: 3767.455566
	Iteration 36Q: 3 clusters Score -1.265631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 107667 members 
Entering Unmasked Estep 
Score: -12656313.000000 Penalty: 3767.455566
	Iteration 37Q: 3 clusters Score -1.265631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 107671 members 
Entering Unmasked Estep 
Score: -12656314.000000 Penalty: 3767.455566
	Iteration 38Q: 3 clusters Score -1.265631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -12656320.000000 Penalty: 3767.455566
	Iteration 39Q: 3 clusters Score -1.265632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -12656320.000000 Penalty: 3767.455566
	Iteration 40F: 3 clusters Score -1.265632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (91311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Entering Unmasked Estep 
Score: -10681408.000000 Penalty: 1856.079346
	Iteration 0F: 2 clusters Score -1.068141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -10622447.000000 Penalty: 3712.158691
	Iteration 0F: 3 clusters Score -1.062245e+07 nChanged 43531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -10647634.000000 Penalty: 3712.158691
	Iteration 1F: 3 clusters Score -1.064763e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -10648201.000000 Penalty: 3712.158691
	Iteration 2Q: 3 clusters Score -1.06482e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -10649010.000000 Penalty: 3712.158691
	Iteration 3Q: 3 clusters Score -1.064901e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -10649990.000000 Penalty: 3712.158691
	Iteration 4Q: 3 clusters Score -1.064999e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -10651400.000000 Penalty: 3712.158691
	Iteration 5Q: 3 clusters Score -1.06514e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -10653720.000000 Penalty: 3712.158691
	Iteration 6Q: 3 clusters Score -1.065372e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -10657483.000000 Penalty: 3712.158691
	Iteration 7F: 3 clusters Score -1.065748e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -10662409.000000 Penalty: 3712.158691
	Iteration 8F: 3 clusters Score -1.066241e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -10666695.000000 Penalty: 3712.158691
	Iteration 9F: 3 clusters Score -1.06667e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -10668758.000000 Penalty: 3712.158691
	Iteration 10Q: 3 clusters Score -1.066876e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -10669621.000000 Penalty: 3712.158691
	Iteration 11Q: 3 clusters Score -1.066962e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -10670248.000000 Penalty: 3712.158691
	Iteration 12Q: 3 clusters Score -1.067025e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -10670862.000000 Penalty: 3712.158691
	Iteration 13Q: 3 clusters Score -1.067086e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -10671464.000000 Penalty: 3712.158691
	Iteration 14Q: 3 clusters Score -1.067146e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -10672032.000000 Penalty: 3712.158691
	Iteration 15Q: 3 clusters Score -1.067203e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -10672689.000000 Penalty: 3712.158691
	Iteration 16Q: 3 clusters Score -1.067269e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -10673321.000000 Penalty: 3712.158691
	Iteration 17Q: 3 clusters Score -1.067332e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -10673847.000000 Penalty: 3712.158691
	Iteration 18Q: 3 clusters Score -1.067385e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -10674263.000000 Penalty: 3712.158691
	Iteration 19Q: 3 clusters Score -1.067426e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 67861 members 
Entering Unmasked Estep 
Score: -10674675.000000 Penalty: 3712.158691
	Iteration 20F: 3 clusters Score -1.067468e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -10675092.000000 Penalty: 3712.158691
	Iteration 21Q: 3 clusters Score -1.067509e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -10675361.000000 Penalty: 3712.158691
	Iteration 22Q: 3 clusters Score -1.067536e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -10675688.000000 Penalty: 3712.158691
	Iteration 23Q: 3 clusters Score -1.067569e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -10675952.000000 Penalty: 3712.158691
	Iteration 24Q: 3 clusters Score -1.067595e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 72549 members 
Entering Unmasked Estep 
Score: -10676297.000000 Penalty: 3712.158691
	Iteration 25Q: 3 clusters Score -1.06763e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -10676566.000000 Penalty: 3712.158691
	Iteration 26Q: 3 clusters Score -1.067657e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 74381 members 
Entering Unmasked Estep 
Score: -10676915.000000 Penalty: 3712.158691
	Iteration 27Q: 3 clusters Score -1.067692e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -10677205.000000 Penalty: 3712.158691
	Iteration 28Q: 3 clusters Score -1.06772e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 76297 members 
Entering Unmasked Estep 
Score: -10677502.000000 Penalty: 3712.158691
	Iteration 29Q: 3 clusters Score -1.06775e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -10677782.000000 Penalty: 3712.158691
	Iteration 30Q: 3 clusters Score -1.067778e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -10678129.000000 Penalty: 3712.158691
	Iteration 31Q: 3 clusters Score -1.067813e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -10678338.000000 Penalty: 3712.158691
	Iteration 32Q: 3 clusters Score -1.067834e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -10678539.000000 Penalty: 3712.158691
	Iteration 33Q: 3 clusters Score -1.067854e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -10678770.000000 Penalty: 3712.158691
	Iteration 34Q: 3 clusters Score -1.067877e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -10678960.000000 Penalty: 3712.158691
	Iteration 35Q: 3 clusters Score -1.067896e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -10679118.000000 Penalty: 3712.158691
	Iteration 36Q: 3 clusters Score -1.067912e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -10679267.000000 Penalty: 3712.158691
	Iteration 37Q: 3 clusters Score -1.067927e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -10679399.000000 Penalty: 3712.158691
	Iteration 38Q: 3 clusters Score -1.06794e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 84730 members 
Entering Unmasked Estep 
Score: -10679540.000000 Penalty: 3712.158691
	Iteration 39Q: 3 clusters Score -1.067954e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -10679630.000000 Penalty: 3712.158691
	Iteration 40F: 3 clusters Score -1.067963e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -10679715.000000 Penalty: 3712.158691
	Iteration 41Q: 3 clusters Score -1.067972e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -10679800.000000 Penalty: 3712.158691
	Iteration 42Q: 3 clusters Score -1.06798e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
Score: -10679828.000000 Penalty: 3712.158691
	Iteration 43Q: 3 clusters Score -1.067983e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -10679807.000000 Penalty: 3712.158691
	Iteration 44Q: 3 clusters Score -1.067981e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -10679861.000000 Penalty: 3712.158691
	Iteration 45Q: 3 clusters Score -1.067986e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 87736 members 
Entering Unmasked Estep 
Score: -10679899.000000 Penalty: 3712.158691
	Iteration 46Q: 3 clusters Score -1.06799e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 88001 members 
Entering Unmasked Estep 
Score: -10679925.000000 Penalty: 3712.158691
	Iteration 47Q: 3 clusters Score -1.067992e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -10679895.000000 Penalty: 3712.158691
	Iteration 48Q: 3 clusters Score -1.06799e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -10679900.000000 Penalty: 3712.158691
	Iteration 49Q: 3 clusters Score -1.06799e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 88691 members 
Entering Unmasked Estep 
Score: -10679920.000000 Penalty: 3712.158691
	Iteration 50Q: 3 clusters Score -1.067992e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -10679945.000000 Penalty: 3712.158691
	Iteration 51Q: 3 clusters Score -1.067994e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 89020 members 
Entering Unmasked Estep 
Score: -10679891.000000 Penalty: 3712.158691
	Iteration 52Q: 3 clusters Score -1.067989e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -10679913.000000 Penalty: 3712.158691
	Iteration 53Q: 3 clusters Score -1.067991e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 89257 members 
Entering Unmasked Estep 
Score: -10679935.000000 Penalty: 3712.158691
	Iteration 54Q: 3 clusters Score -1.067994e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 89362 members 
Entering Unmasked Estep 
Score: -10679937.000000 Penalty: 3712.158691
	Iteration 55Q: 3 clusters Score -1.067994e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -10679960.000000 Penalty: 3712.158691
	Iteration 56Q: 3 clusters Score -1.067996e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -10679960.000000 Penalty: 3712.158691
	Iteration 57Q: 3 clusters Score -1.067996e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 89603 members 
Entering Unmasked Estep 
Score: -10679963.000000 Penalty: 3712.158691
	Iteration 58Q: 3 clusters Score -1.067996e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 89664 members 
Entering Unmasked Estep 
Score: -10679959.000000 Penalty: 3712.158691
	Iteration 59Q: 3 clusters Score -1.067996e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 89733 members 
Entering Unmasked Estep 
Score: -10679938.000000 Penalty: 3712.158691
	Iteration 60F: 3 clusters Score -1.067994e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -10679955.000000 Penalty: 3712.158691
	Iteration 61Q: 3 clusters Score -1.067996e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 89837 members 
Entering Unmasked Estep 
Score: -10679956.000000 Penalty: 3712.158691
	Iteration 62Q: 3 clusters Score -1.067996e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 89886 members 
Entering Unmasked Estep 
Score: -10679975.000000 Penalty: 3712.158691
	Iteration 63Q: 3 clusters Score -1.067998e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -10679947.000000 Penalty: 3712.158691
	Iteration 64Q: 3 clusters Score -1.067995e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 90003 members 
Entering Unmasked Estep 
Score: -10679937.000000 Penalty: 3712.158691
	Iteration 65Q: 3 clusters Score -1.067994e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -10679945.000000 Penalty: 3712.158691
	Iteration 66Q: 3 clusters Score -1.067994e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 90077 members 
Entering Unmasked Estep 
Score: -10679940.000000 Penalty: 3712.158691
	Iteration 67Q: 3 clusters Score -1.067994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -10679954.000000 Penalty: 3712.158691
	Iteration 68Q: 3 clusters Score -1.067995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -10679950.000000 Penalty: 3712.158691
	Iteration 69Q: 3 clusters Score -1.067995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -10679954.000000 Penalty: 3712.158691
	Iteration 70Q: 3 clusters Score -1.067995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 90157 members 
Entering Unmasked Estep 
Score: -10679945.000000 Penalty: 3712.158691
	Iteration 71Q: 3 clusters Score -1.067994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -10679949.000000 Penalty: 3712.158691
	Iteration 72Q: 3 clusters Score -1.067995e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -10679948.000000 Penalty: 3712.158691
	Iteration 73Q: 3 clusters Score -1.067995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 90230 members 
Entering Unmasked Estep 
Score: -10679963.000000 Penalty: 3712.158691
	Iteration 74Q: 3 clusters Score -1.067996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
Score: -10679960.000000 Penalty: 3712.158691
	Iteration 75Q: 3 clusters Score -1.067996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -10679961.000000 Penalty: 3712.158691
	Iteration 76Q: 3 clusters Score -1.067996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -10679955.000000 Penalty: 3712.158691
	Iteration 77Q: 3 clusters Score -1.067996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -10679949.000000 Penalty: 3712.158691
	Iteration 78Q: 3 clusters Score -1.067995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -10679948.000000 Penalty: 3712.158691
	Iteration 79Q: 3 clusters Score -1.067995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -10679940.000000 Penalty: 3712.158691
	Iteration 80F: 3 clusters Score -1.067994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -10679933.000000 Penalty: 3712.158691
	Iteration 81Q: 3 clusters Score -1.067993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -10679943.000000 Penalty: 3712.158691
	Iteration 82Q: 3 clusters Score -1.067994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 90380 members 
Entering Unmasked Estep 
Score: -10679937.000000 Penalty: 3712.158691
	Iteration 83Q: 3 clusters Score -1.067994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -10679957.000000 Penalty: 3712.158691
	Iteration 84Q: 3 clusters Score -1.067996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -10679954.000000 Penalty: 3712.158691
	Iteration 85Q: 3 clusters Score -1.067995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -10679949.000000 Penalty: 3712.158691
	Iteration 86Q: 3 clusters Score -1.067995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -10679958.000000 Penalty: 3712.158691
	Iteration 87Q: 3 clusters Score -1.067996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -10679952.000000 Penalty: 3712.158691
	Iteration 88Q: 3 clusters Score -1.067995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 90437 members 
Entering Unmasked Estep 
Score: -10679956.000000 Penalty: 3712.158691
	Iteration 89Q: 3 clusters Score -1.067996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 90446 members 
Entering Unmasked Estep 
Score: -10679959.000000 Penalty: 3712.158691
	Iteration 90Q: 3 clusters Score -1.067996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -10679959.000000 Penalty: 3712.158691
	Iteration 91Q: 3 clusters Score -1.067996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -10679953.000000 Penalty: 3712.158691
	Iteration 92Q: 3 clusters Score -1.067995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -10679965.000000 Penalty: 3712.158691
	Iteration 93Q: 3 clusters Score -1.067996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -10679967.000000 Penalty: 3712.158691
	Iteration 94Q: 3 clusters Score -1.067997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 90464 members 
Entering Unmasked Estep 
Score: -10679966.000000 Penalty: 3712.158691
	Iteration 95Q: 3 clusters Score -1.067997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 90464 members 
Entering Unmasked Estep 
Score: -10679966.000000 Penalty: 3712.158691
	Iteration 96F: 3 clusters Score -1.067997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Entering Unmasked Estep 
Score: -659431.750000 Penalty: 1418.999512
	Iteration 0F: 2 clusters Score -659431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -654749.750000 Penalty: 2837.999023
	Iteration 0F: 3 clusters Score -654749.8 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -656287.625000 Penalty: 2837.999023
	Iteration 1F: 3 clusters Score -656287.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -656671.125000 Penalty: 2837.999023
	Iteration 2F: 3 clusters Score -656671.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -657128.875000 Penalty: 2837.999023
	Iteration 3F: 3 clusters Score -657128.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -657613.750000 Penalty: 2837.999023
	Iteration 4F: 3 clusters Score -657613.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -658044.812500 Penalty: 2837.999023
	Iteration 5F: 3 clusters Score -658044.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -658365.625000 Penalty: 2837.999023
	Iteration 6F: 3 clusters Score -658365.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -658577.062500 Penalty: 2837.999023
	Iteration 7Q: 3 clusters Score -658577.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -658703.125000 Penalty: 2837.999023
	Iteration 8Q: 3 clusters Score -658703.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -658774.125000 Penalty: 2837.999023
	Iteration 9Q: 3 clusters Score -658774.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -658815.312500 Penalty: 2837.999023
	Iteration 10Q: 3 clusters Score -658815.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -658836.875000 Penalty: 2837.999023
	Iteration 11Q: 3 clusters Score -658836.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -658850.500000 Penalty: 2837.999023
	Iteration 12Q: 3 clusters Score -658850.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -658860.937500 Penalty: 2837.999023
	Iteration 13Q: 3 clusters Score -658860.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -658871.187500 Penalty: 2837.999023
	Iteration 14Q: 3 clusters Score -658871.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -658877.062500 Penalty: 2837.999023
	Iteration 15Q: 3 clusters Score -658877.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -658879.500000 Penalty: 2837.999023
	Iteration 16Q: 3 clusters Score -658879.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -658883.062500 Penalty: 2837.999023
	Iteration 17Q: 3 clusters Score -658883.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -658886.812500 Penalty: 2837.999023
	Iteration 18Q: 3 clusters Score -658886.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -658891.000000 Penalty: 2837.999023
	Iteration 19Q: 3 clusters Score -658891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -658892.187500 Penalty: 2837.999023
	Iteration 20F: 3 clusters Score -658892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -658893.750000 Penalty: 2837.999023
	Iteration 21Q: 3 clusters Score -658893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -658893.812500 Penalty: 2837.999023
	Iteration 22Q: 3 clusters Score -658893.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -658896.000000 Penalty: 2837.999023
	Iteration 23Q: 3 clusters Score -658896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -658897.437500 Penalty: 2837.999023
	Iteration 24Q: 3 clusters Score -658897.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -658899.125000 Penalty: 2837.999023
	Iteration 25Q: 3 clusters Score -658899.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -658901.125000 Penalty: 2837.999023
	Iteration 26Q: 3 clusters Score -658901.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -658902.437500 Penalty: 2837.999023
	Iteration 27Q: 3 clusters Score -658902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -658902.437500 Penalty: 2837.999023
	Iteration 28Q: 3 clusters Score -658902.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -658902.062500 Penalty: 2837.999023
	Iteration 29Q: 3 clusters Score -658902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -658903.687500 Penalty: 2837.999023
	Iteration 30Q: 3 clusters Score -658903.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -658903.750000 Penalty: 2837.999023
	Iteration 31Q: 3 clusters Score -658903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -658904.812500 Penalty: 2837.999023
	Iteration 32Q: 3 clusters Score -658904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -658905.125000 Penalty: 2837.999023
	Iteration 33Q: 3 clusters Score -658905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -658906.437500 Penalty: 2837.999023
	Iteration 34Q: 3 clusters Score -658906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -658908.937500 Penalty: 2837.999023
	Iteration 35Q: 3 clusters Score -658908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -658908.312500 Penalty: 2837.999023
	Iteration 36Q: 3 clusters Score -658908.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -658910.500000 Penalty: 2837.999023
	Iteration 37Q: 3 clusters Score -658910.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -658911.187500 Penalty: 2837.999023
	Iteration 38Q: 3 clusters Score -658911.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -658914.437500 Penalty: 2837.999023
	Iteration 39Q: 3 clusters Score -658914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -658914.812500 Penalty: 2837.999023
	Iteration 40F: 3 clusters Score -658914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -658914.187500 Penalty: 2837.999023
	Iteration 41Q: 3 clusters Score -658914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -658915.812500 Penalty: 2837.999023
	Iteration 42Q: 3 clusters Score -658915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -658917.312500 Penalty: 2837.999023
	Iteration 43Q: 3 clusters Score -658917.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -658917.562500 Penalty: 2837.999023
	Iteration 44Q: 3 clusters Score -658917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -658918.125000 Penalty: 2837.999023
	Iteration 45Q: 3 clusters Score -658918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -658918.125000 Penalty: 2837.999023
	Iteration 46Q: 3 clusters Score -658918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -658919.312500 Penalty: 2837.999023
	Iteration 47Q: 3 clusters Score -658919.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -658919.875000 Penalty: 2837.999023
	Iteration 48Q: 3 clusters Score -658919.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -658921.187500 Penalty: 2837.999023
	Iteration 49Q: 3 clusters Score -658921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -658922.437500 Penalty: 2837.999023
	Iteration 50Q: 3 clusters Score -658922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -658923.312500 Penalty: 2837.999023
	Iteration 51Q: 3 clusters Score -658923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -658923.375000 Penalty: 2837.999023
	Iteration 52Q: 3 clusters Score -658923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -658924.625000 Penalty: 2837.999023
	Iteration 53Q: 3 clusters Score -658924.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -658925.875000 Penalty: 2837.999023
	Iteration 54Q: 3 clusters Score -658925.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -658927.375000 Penalty: 2837.999023
	Iteration 55Q: 3 clusters Score -658927.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -658927.937500 Penalty: 2837.999023
	Iteration 56Q: 3 clusters Score -658927.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -658929.062500 Penalty: 2837.999023
	Iteration 57Q: 3 clusters Score -658929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -658930.062500 Penalty: 2837.999023
	Iteration 58Q: 3 clusters Score -658930.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -658934.000000 Penalty: 2837.999023
	Iteration 59Q: 3 clusters Score -658934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -658936.250000 Penalty: 2837.999023
	Iteration 60F: 3 clusters Score -658936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -658937.187500 Penalty: 2837.999023
	Iteration 61Q: 3 clusters Score -658937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -658939.437500 Penalty: 2837.999023
	Iteration 62Q: 3 clusters Score -658939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -658937.562500 Penalty: 2837.999023
	Iteration 63Q: 3 clusters Score -658937.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -658938.250000 Penalty: 2837.999023
	Iteration 64Q: 3 clusters Score -658938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -658939.375000 Penalty: 2837.999023
	Iteration 65Q: 3 clusters Score -658939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -658940.250000 Penalty: 2837.999023
	Iteration 66Q: 3 clusters Score -658940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -658940.312500 Penalty: 2837.999023
	Iteration 67Q: 3 clusters Score -658940.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -658941.375000 Penalty: 2837.999023
	Iteration 68Q: 3 clusters Score -658941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -658942.437500 Penalty: 2837.999023
	Iteration 69Q: 3 clusters Score -658942.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -658942.437500 Penalty: 2837.999023
	Iteration 70F: 3 clusters Score -658942.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Entering Unmasked Estep 
Score: -1694339.250000 Penalty: 1557.036987
	Iteration 0F: 2 clusters Score -1694339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1684232.750000 Penalty: 3114.073975
	Iteration 0F: 3 clusters Score -1684233 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1687755.375000 Penalty: 3114.073975
	Iteration 1F: 3 clusters Score -1687755 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1688053.250000 Penalty: 3114.073975
	Iteration 2F: 3 clusters Score -1688053 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1688299.625000 Penalty: 3114.073975
	Iteration 3Q: 3 clusters Score -1688300 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1688557.125000 Penalty: 3114.073975
	Iteration 4Q: 3 clusters Score -1688557 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1688899.250000 Penalty: 3114.073975
	Iteration 5Q: 3 clusters Score -1688899 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1689387.875000 Penalty: 3114.073975
	Iteration 6F: 3 clusters Score -1689388 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1690022.625000 Penalty: 3114.073975
	Iteration 7F: 3 clusters Score -1690023 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1690733.250000 Penalty: 3114.073975
	Iteration 8F: 3 clusters Score -1690733 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1691377.375000 Penalty: 3114.073975
	Iteration 9F: 3 clusters Score -1691377 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1691896.625000 Penalty: 3114.073975
	Iteration 10Q: 3 clusters Score -1691897 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1692300.500000 Penalty: 3114.073975
	Iteration 11Q: 3 clusters Score -1692300 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1692535.125000 Penalty: 3114.073975
	Iteration 12Q: 3 clusters Score -1692535 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1692689.625000 Penalty: 3114.073975
	Iteration 13Q: 3 clusters Score -1692690 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1692787.000000 Penalty: 3114.073975
	Iteration 14Q: 3 clusters Score -1692787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1692845.750000 Penalty: 3114.073975
	Iteration 15Q: 3 clusters Score -1692846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1692889.750000 Penalty: 3114.073975
	Iteration 16Q: 3 clusters Score -1692890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1692922.625000 Penalty: 3114.073975
	Iteration 17Q: 3 clusters Score -1692923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1692960.500000 Penalty: 3114.073975
	Iteration 18Q: 3 clusters Score -1692960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1692980.250000 Penalty: 3114.073975
	Iteration 19Q: 3 clusters Score -1692980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1692984.000000 Penalty: 3114.073975
	Iteration 20F: 3 clusters Score -1692984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1692993.625000 Penalty: 3114.073975
	Iteration 21Q: 3 clusters Score -1692994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1693001.000000 Penalty: 3114.073975
	Iteration 22Q: 3 clusters Score -1693001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1693007.500000 Penalty: 3114.073975
	Iteration 23Q: 3 clusters Score -1693008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1693015.000000 Penalty: 3114.073975
	Iteration 24Q: 3 clusters Score -1693015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1693017.250000 Penalty: 3114.073975
	Iteration 25Q: 3 clusters Score -1693017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1693019.000000 Penalty: 3114.073975
	Iteration 26Q: 3 clusters Score -1693019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1693019.000000 Penalty: 3114.073975
	Iteration 27F: 3 clusters Score -1693019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -272058.687500 Penalty: 1262.661255
	Iteration 0F: 2 clusters Score -272058.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -269739.593750 Penalty: 2525.322510
	Iteration 0F: 3 clusters Score -269739.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -270229.750000 Penalty: 2525.322510
	Iteration 1F: 3 clusters Score -270229.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -270356.000000 Penalty: 2525.322510
	Iteration 2F: 3 clusters Score -270356 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -270437.843750 Penalty: 2525.322510
	Iteration 3F: 3 clusters Score -270437.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -270489.843750 Penalty: 2525.322510
	Iteration 4Q: 3 clusters Score -270489.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -270523.187500 Penalty: 2525.322510
	Iteration 5Q: 3 clusters Score -270523.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -270549.625000 Penalty: 2525.322510
	Iteration 6Q: 3 clusters Score -270549.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -270576.781250 Penalty: 2525.322510
	Iteration 7Q: 3 clusters Score -270576.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -270617.312500 Penalty: 2525.322510
	Iteration 8Q: 3 clusters Score -270617.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -270651.406250 Penalty: 2525.322510
	Iteration 9Q: 3 clusters Score -270651.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -270689.718750 Penalty: 2525.322510
	Iteration 10Q: 3 clusters Score -270689.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -270721.406250 Penalty: 2525.322510
	Iteration 11Q: 3 clusters Score -270721.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -270743.375000 Penalty: 2525.322510
	Iteration 12Q: 3 clusters Score -270743.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -270765.281250 Penalty: 2525.322510
	Iteration 13Q: 3 clusters Score -270765.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -270793.437500 Penalty: 2525.322510
	Iteration 14Q: 3 clusters Score -270793.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -270814.875000 Penalty: 2525.322510
	Iteration 15Q: 3 clusters Score -270814.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -270837.968750 Penalty: 2525.322510
	Iteration 16Q: 3 clusters Score -270838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -270858.062500 Penalty: 2525.322510
	Iteration 17Q: 3 clusters Score -270858.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -270880.875000 Penalty: 2525.322510
	Iteration 18Q: 3 clusters Score -270880.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -270901.125000 Penalty: 2525.322510
	Iteration 19Q: 3 clusters Score -270901.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -270913.031250 Penalty: 2525.322510
	Iteration 20F: 3 clusters Score -270913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -270928.000000 Penalty: 2525.322510
	Iteration 21Q: 3 clusters Score -270928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -270944.093750 Penalty: 2525.322510
	Iteration 22Q: 3 clusters Score -270944.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -270962.937500 Penalty: 2525.322510
	Iteration 23Q: 3 clusters Score -270962.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -270974.593750 Penalty: 2525.322510
	Iteration 24Q: 3 clusters Score -270974.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -270984.625000 Penalty: 2525.322510
	Iteration 25Q: 3 clusters Score -270984.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -270996.187500 Penalty: 2525.322510
	Iteration 26Q: 3 clusters Score -270996.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -271009.343750 Penalty: 2525.322510
	Iteration 27Q: 3 clusters Score -271009.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -271015.250000 Penalty: 2525.322510
	Iteration 28Q: 3 clusters Score -271015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -271020.031250 Penalty: 2525.322510
	Iteration 29Q: 3 clusters Score -271020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -271023.281250 Penalty: 2525.322510
	Iteration 30Q: 3 clusters Score -271023.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -271025.625000 Penalty: 2525.322510
	Iteration 31Q: 3 clusters Score -271025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -271028.531250 Penalty: 2525.322510
	Iteration 32Q: 3 clusters Score -271028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -271032.593750 Penalty: 2525.322510
	Iteration 33Q: 3 clusters Score -271032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -271035.062500 Penalty: 2525.322510
	Iteration 34Q: 3 clusters Score -271035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -271037.312500 Penalty: 2525.322510
	Iteration 35Q: 3 clusters Score -271037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -271038.093750 Penalty: 2525.322510
	Iteration 36Q: 3 clusters Score -271038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -271038.718750 Penalty: 2525.322510
	Iteration 37Q: 3 clusters Score -271038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -271038.718750 Penalty: 2525.322510
	Iteration 38F: 3 clusters Score -271038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 28477 members 
Mstep: Class 4 contains 135818 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 56854 members 
Mstep: Class 7 contains 140 members 
Mstep: Class 8 contains 4539 members 
Mstep: Class 9 contains 1752 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 16634 members 
Mstep: Class 12 contains 128 members 
Mstep: Class 13 contains 2262 members 
Mstep: Class 14 contains 29997 members 
Mstep: Class 15 contains 30196 members 
Mstep: Class 16 contains 18840 members 
Mstep: Class 17 contains 5052 members 
Mstep: Class 18 contains 76324 members 
Mstep: Class 19 contains 12769 members 
Mstep: Class 20 contains 35667 members 
Mstep: Class 21 contains 108247 members 
Mstep: Class 22 contains 91311 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 14498 members 
Mstep: Class 25 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204600.000000 Penalty: 61608.199219
Iteration 79Q: 29 clusters Score -8.62046e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 28444 members 
Mstep: Class 4 contains 135808 members 
Mstep: Class 5 contains 4575 members 
Mstep: Class 6 contains 57301 members 
Mstep: Class 7 contains 185 members 
Mstep: Class 8 contains 4547 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 4386 members 
Mstep: Class 11 contains 16551 members 
Mstep: Class 12 contains 138 members 
Mstep: Class 13 contains 2468 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 30201 members 
Mstep: Class 16 contains 18855 members 
Mstep: Class 17 contains 5025 members 
Mstep: Class 18 contains 75830 members 
Mstep: Class 19 contains 12767 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 108302 members 
Mstep: Class 22 contains 91388 members 
Mstep: Class 23 contains 6202 members 
Mstep: Class 24 contains 14624 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 392 members 
Mstep: Class 27 contains 129 members 
Mstep: Class 28 contains 932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205392.000000 Penalty: 61608.199219
Iteration 80F: 29 clusters Score -8.620539e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 67554 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 28396 members 
Mstep: Class 4 contains 135762 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 57773 members 
Mstep: Class 7 contains 227 members 
Mstep: Class 8 contains 4556 members 
Mstep: Class 9 contains 1744 members 
Mstep: Class 10 contains 4384 members 
Mstep: Class 11 contains 16485 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 29811 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 18871 members 
Mstep: Class 17 contains 4980 members 
Mstep: Class 18 contains 75319 members 
Mstep: Class 19 contains 12764 members 
Mstep: Class 20 contains 35601 members 
Mstep: Class 21 contains 108379 members 
Mstep: Class 22 contains 91406 members 
Mstep: Class 23 contains 6188 members 
Mstep: Class 24 contains 14627 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 430 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205784.000000 Penalty: 61608.199219
Iteration 81Q: 29 clusters Score -8.620578e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 28374 members 
Mstep: Class 4 contains 135699 members 
Mstep: Class 5 contains 4575 members 
Mstep: Class 6 contains 58300 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 4556 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 4387 members 
Mstep: Class 11 contains 16414 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 2787 members 
Mstep: Class 14 contains 29746 members 
Mstep: Class 15 contains 30219 members 
Mstep: Class 16 contains 18890 members 
Mstep: Class 17 contains 4947 members 
Mstep: Class 18 contains 74748 members 
Mstep: Class 19 contains 12762 members 
Mstep: Class 20 contains 35588 members 
Mstep: Class 21 contains 108458 members 
Mstep: Class 22 contains 91389 members 
Mstep: Class 23 contains 6186 members 
Mstep: Class 24 contains 14646 members 
Mstep: Class 25 contains 2389 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 147 members 
Mstep: Class 28 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205816.000000 Penalty: 61608.199219
Iteration 82Q: 29 clusters Score -8.620582e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 28353 members 
Mstep: Class 4 contains 135659 members 
Mstep: Class 5 contains 4565 members 
Mstep: Class 6 contains 58806 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 4557 members 
Mstep: Class 9 contains 1729 members 
Mstep: Class 10 contains 4391 members 
Mstep: Class 11 contains 16334 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 29698 members 
Mstep: Class 15 contains 30221 members 
Mstep: Class 16 contains 18908 members 
Mstep: Class 17 contains 4929 members 
Mstep: Class 18 contains 74217 members 
Mstep: Class 19 contains 12760 members 
Mstep: Class 20 contains 35562 members 
Mstep: Class 21 contains 108517 members 
Mstep: Class 22 contains 91388 members 
Mstep: Class 23 contains 6189 members 
Mstep: Class 24 contains 14650 members 
Mstep: Class 25 contains 2416 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 145 members 
Mstep: Class 28 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205736.000000 Penalty: 61608.199219
Iteration 83Q: 29 clusters Score -8.620574e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 28324 members 
Mstep: Class 4 contains 135593 members 
Mstep: Class 5 contains 4565 members 
Mstep: Class 6 contains 59311 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 4564 members 
Mstep: Class 9 contains 1724 members 
Mstep: Class 10 contains 4393 members 
Mstep: Class 11 contains 16278 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 14 contains 29660 members 
Mstep: Class 15 contains 30227 members 
Mstep: Class 16 contains 18935 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 73670 members 
Mstep: Class 19 contains 12757 members 
Mstep: Class 20 contains 35558 members 
Mstep: Class 21 contains 108566 members 
Mstep: Class 22 contains 91412 members 
Mstep: Class 23 contains 6190 members 
Mstep: Class 24 contains 14662 members 
Mstep: Class 25 contains 2445 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 144 members 
Mstep: Class 28 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206008.000000 Penalty: 61608.199219
Iteration 84Q: 29 clusters Score -8.620601e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 28303 members 
Mstep: Class 4 contains 135512 members 
Mstep: Class 5 contains 4584 members 
Mstep: Class 6 contains 59845 members 
Mstep: Class 7 contains 300 members 
Mstep: Class 8 contains 4560 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 4396 members 
Mstep: Class 11 contains 16217 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 3105 members 
Mstep: Class 14 contains 29633 members 
Mstep: Class 15 contains 30232 members 
Mstep: Class 16 contains 18961 members 
Mstep: Class 17 contains 4921 members 
Mstep: Class 18 contains 73177 members 
Mstep: Class 19 contains 12755 members 
Mstep: Class 20 contains 35566 members 
Mstep: Class 21 contains 108588 members 
Mstep: Class 22 contains 91414 members 
Mstep: Class 23 contains 6194 members 
Mstep: Class 24 contains 14670 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206064.000000 Penalty: 61608.199219
Iteration 85Q: 29 clusters Score -8.620606e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 28295 members 
Mstep: Class 4 contains 135448 members 
Mstep: Class 5 contains 4587 members 
Mstep: Class 6 contains 60398 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 4405 members 
Mstep: Class 11 contains 16139 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 29603 members 
Mstep: Class 15 contains 30229 members 
Mstep: Class 16 contains 18990 members 
Mstep: Class 17 contains 4922 members 
Mstep: Class 18 contains 72638 members 
Mstep: Class 19 contains 12751 members 
Mstep: Class 20 contains 35568 members 
Mstep: Class 21 contains 108628 members 
Mstep: Class 22 contains 91426 members 
Mstep: Class 23 contains 6198 members 
Mstep: Class 24 contains 14676 members 
Mstep: Class 25 contains 2473 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206112.000000 Penalty: 61608.199219
Iteration 86Q: 29 clusters Score -8.620611e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 3096 members 
Mstep: Class 3 contains 28291 members 
Mstep: Class 4 contains 135378 members 
Mstep: Class 5 contains 4593 members 
Mstep: Class 6 contains 60908 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 4406 members 
Mstep: Class 11 contains 16075 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 29575 members 
Mstep: Class 15 contains 30227 members 
Mstep: Class 16 contains 19009 members 
Mstep: Class 17 contains 4920 members 
Mstep: Class 18 contains 72140 members 
Mstep: Class 19 contains 12749 members 
Mstep: Class 20 contains 35574 members 
Mstep: Class 21 contains 108660 members 
Mstep: Class 22 contains 91445 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 14681 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206008.000000 Penalty: 61608.199219
Iteration 87Q: 29 clusters Score -8.620601e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 28279 members 
Mstep: Class 4 contains 135286 members 
Mstep: Class 5 contains 4597 members 
Mstep: Class 6 contains 61405 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 4609 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 4410 members 
Mstep: Class 11 contains 16030 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 14 contains 29551 members 
Mstep: Class 15 contains 30228 members 
Mstep: Class 16 contains 19040 members 
Mstep: Class 17 contains 4919 members 
Mstep: Class 18 contains 71689 members 
Mstep: Class 19 contains 12749 members 
Mstep: Class 20 contains 35588 members 
Mstep: Class 21 contains 108656 members 
Mstep: Class 22 contains 91432 members 
Mstep: Class 23 contains 6200 members 
Mstep: Class 24 contains 14695 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206256.000000 Penalty: 61608.199219
Iteration 88Q: 29 clusters Score -8.620626e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 3096 members 
Mstep: Class 3 contains 28278 members 
Mstep: Class 4 contains 135213 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 6 contains 61879 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 4623 members 
Mstep: Class 9 contains 1708 members 
Mstep: Class 10 contains 4408 members 
Mstep: Class 11 contains 15993 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 3412 members 
Mstep: Class 14 contains 29525 members 
Mstep: Class 15 contains 30230 members 
Mstep: Class 16 contains 19054 members 
Mstep: Class 17 contains 4916 members 
Mstep: Class 18 contains 71277 members 
Mstep: Class 19 contains 12751 members 
Mstep: Class 20 contains 35600 members 
Mstep: Class 21 contains 108647 members 
Mstep: Class 22 contains 91409 members 
Mstep: Class 23 contains 6201 members 
Mstep: Class 24 contains 14700 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206168.000000 Penalty: 61608.199219
Iteration 89Q: 29 clusters Score -8.620617e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 28277 members 
Mstep: Class 4 contains 135154 members 
Mstep: Class 5 contains 4630 members 
Mstep: Class 6 contains 62338 members 
Mstep: Class 7 contains 333 members 
Mstep: Class 8 contains 4631 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 4407 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 3470 members 
Mstep: Class 14 contains 29481 members 
Mstep: Class 15 contains 30223 members 
Mstep: Class 16 contains 19078 members 
Mstep: Class 17 contains 4916 members 
Mstep: Class 18 contains 70888 members 
Mstep: Class 19 contains 12747 members 
Mstep: Class 20 contains 35610 members 
Mstep: Class 21 contains 108637 members 
Mstep: Class 22 contains 91379 members 
Mstep: Class 23 contains 6203 members 
Mstep: Class 24 contains 14700 members 
Mstep: Class 25 contains 2499 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206272.000000 Penalty: 61608.199219
Iteration 90Q: 29 clusters Score -8.620627e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 28269 members 
Mstep: Class 4 contains 135106 members 
Mstep: Class 5 contains 4650 members 
Mstep: Class 6 contains 62812 members 
Mstep: Class 7 contains 336 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 15905 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 3517 members 
Mstep: Class 14 contains 29450 members 
Mstep: Class 15 contains 30226 members 
Mstep: Class 16 contains 19108 members 
Mstep: Class 17 contains 4911 members 
Mstep: Class 18 contains 70452 members 
Mstep: Class 19 contains 12742 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 108645 members 
Mstep: Class 22 contains 91360 members 
Mstep: Class 23 contains 6205 members 
Mstep: Class 24 contains 14706 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206360.000000 Penalty: 61608.199219
Iteration 91Q: 29 clusters Score -8.620636e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 28261 members 
Mstep: Class 4 contains 135072 members 
Mstep: Class 5 contains 4664 members 
Mstep: Class 6 contains 63302 members 
Mstep: Class 7 contains 341 members 
Mstep: Class 8 contains 4653 members 
Mstep: Class 9 contains 1678 members 
Mstep: Class 10 contains 4405 members 
Mstep: Class 11 contains 15860 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 29419 members 
Mstep: Class 15 contains 30231 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 4903 members 
Mstep: Class 18 contains 69989 members 
Mstep: Class 19 contains 12732 members 
Mstep: Class 20 contains 35640 members 
Mstep: Class 21 contains 108645 members 
Mstep: Class 22 contains 91356 members 
Mstep: Class 23 contains 6206 members 
Mstep: Class 24 contains 14708 members 
Mstep: Class 25 contains 2505 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206448.000000 Penalty: 61608.199219
Iteration 92Q: 29 clusters Score -8.620645e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67232 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 28256 members 
Mstep: Class 4 contains 135058 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 63833 members 
Mstep: Class 7 contains 346 members 
Mstep: Class 8 contains 4661 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 15807 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 3591 members 
Mstep: Class 14 contains 29388 members 
Mstep: Class 15 contains 30226 members 
Mstep: Class 16 contains 19161 members 
Mstep: Class 17 contains 4897 members 
Mstep: Class 18 contains 69511 members 
Mstep: Class 19 contains 12725 members 
Mstep: Class 20 contains 35661 members 
Mstep: Class 21 contains 108639 members 
Mstep: Class 22 contains 91335 members 
Mstep: Class 23 contains 6208 members 
Mstep: Class 24 contains 14711 members 
Mstep: Class 25 contains 2510 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206448.000000 Penalty: 61608.199219
Iteration 93Q: 29 clusters Score -8.620645e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 28261 members 
Mstep: Class 4 contains 135043 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 64322 members 
Mstep: Class 7 contains 353 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 1663 members 
Mstep: Class 10 contains 4410 members 
Mstep: Class 11 contains 15766 members 
Mstep: Class 12 contains 157 members 
Mstep: Class 13 contains 3631 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 30227 members 
Mstep: Class 16 contains 19199 members 
Mstep: Class 17 contains 4893 members 
Mstep: Class 18 contains 69046 members 
Mstep: Class 19 contains 12718 members 
Mstep: Class 20 contains 35671 members 
Mstep: Class 21 contains 108665 members 
Mstep: Class 22 contains 91268 members 
Mstep: Class 23 contains 6211 members 
Mstep: Class 24 contains 14713 members 
Mstep: Class 25 contains 2512 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206608.000000 Penalty: 61608.199219
Iteration 94Q: 29 clusters Score -8.620661e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 28282 members 
Mstep: Class 4 contains 135001 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 64860 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 1659 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 15718 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 14 contains 29346 members 
Mstep: Class 15 contains 30228 members 
Mstep: Class 16 contains 19225 members 
Mstep: Class 17 contains 4887 members 
Mstep: Class 18 contains 68603 members 
Mstep: Class 19 contains 12712 members 
Mstep: Class 20 contains 35684 members 
Mstep: Class 21 contains 108641 members 
Mstep: Class 22 contains 91189 members 
Mstep: Class 23 contains 6214 members 
Mstep: Class 24 contains 14721 members 
Mstep: Class 25 contains 2515 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206592.000000 Penalty: 61608.199219
Iteration 95Q: 29 clusters Score -8.620659e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 28287 members 
Mstep: Class 4 contains 134977 members 
Mstep: Class 5 contains 4711 members 
Mstep: Class 6 contains 65450 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 4701 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 4418 members 
Mstep: Class 11 contains 15674 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 29329 members 
Mstep: Class 15 contains 30226 members 
Mstep: Class 16 contains 19259 members 
Mstep: Class 17 contains 4887 members 
Mstep: Class 18 contains 68124 members 
Mstep: Class 19 contains 12706 members 
Mstep: Class 20 contains 35687 members 
Mstep: Class 21 contains 108609 members 
Mstep: Class 22 contains 91106 members 
Mstep: Class 23 contains 6215 members 
Mstep: Class 24 contains 14725 members 
Mstep: Class 25 contains 2523 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206576.000000 Penalty: 61608.199219
Iteration 96Q: 29 clusters Score -8.620658e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 28284 members 
Mstep: Class 4 contains 134962 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 66039 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 4707 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 4425 members 
Mstep: Class 11 contains 15628 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 3714 members 
Mstep: Class 14 contains 29296 members 
Mstep: Class 15 contains 30225 members 
Mstep: Class 16 contains 19294 members 
Mstep: Class 17 contains 4886 members 
Mstep: Class 18 contains 67674 members 
Mstep: Class 19 contains 12703 members 
Mstep: Class 20 contains 35695 members 
Mstep: Class 21 contains 108543 members 
Mstep: Class 22 contains 91047 members 
Mstep: Class 23 contains 6216 members 
Mstep: Class 24 contains 14730 members 
Mstep: Class 25 contains 2531 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206680.000000 Penalty: 61608.199219
Iteration 97Q: 29 clusters Score -8.620668e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 28299 members 
Mstep: Class 4 contains 134953 members 
Mstep: Class 5 contains 4726 members 
Mstep: Class 6 contains 66600 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 4708 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 3741 members 
Mstep: Class 14 contains 29272 members 
Mstep: Class 15 contains 30222 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 67243 members 
Mstep: Class 19 contains 12699 members 
Mstep: Class 20 contains 35701 members 
Mstep: Class 21 contains 108483 members 
Mstep: Class 22 contains 90994 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 14733 members 
Mstep: Class 25 contains 2536 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206784.000000 Penalty: 61608.199219
Iteration 98Q: 29 clusters Score -8.620678e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 28305 members 
Mstep: Class 4 contains 134969 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 67140 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 4714 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 15552 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 3763 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 30219 members 
Mstep: Class 16 contains 19356 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 66847 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 35701 members 
Mstep: Class 21 contains 108404 members 
Mstep: Class 22 contains 90931 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 14731 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206896.000000 Penalty: 61608.199219
Iteration 99Q: 29 clusters Score -8.62069e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 28313 members 
Mstep: Class 4 contains 134970 members 
Mstep: Class 5 contains 4738 members 
Mstep: Class 6 contains 67703 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 4717 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 15509 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 14 contains 29240 members 
Mstep: Class 15 contains 30215 members 
Mstep: Class 16 contains 19388 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 18 contains 66462 members 
Mstep: Class 19 contains 12695 members 
Mstep: Class 20 contains 35705 members 
Mstep: Class 21 contains 108319 members 
Mstep: Class 22 contains 90840 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 14731 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207128.000000 Penalty: 61608.199219
Iteration 100F: 29 clusters Score -8.620713e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28324 members 
Mstep: Class 4 contains 134983 members 
Mstep: Class 5 contains 4739 members 
Mstep: Class 6 contains 68247 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 4718 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 15463 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 29225 members 
Mstep: Class 15 contains 30213 members 
Mstep: Class 16 contains 19418 members 
Mstep: Class 17 contains 4882 members 
Mstep: Class 18 contains 66094 members 
Mstep: Class 19 contains 12694 members 
Mstep: Class 20 contains 35713 members 
Mstep: Class 21 contains 108225 members 
Mstep: Class 22 contains 90754 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 14737 members 
Mstep: Class 25 contains 2552 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207344.000000 Penalty: 61608.199219
Iteration 101Q: 29 clusters Score -8.620734e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28328 members 
Mstep: Class 4 contains 134975 members 
Mstep: Class 5 contains 4739 members 
Mstep: Class 6 contains 68839 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 15428 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 29198 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 19440 members 
Mstep: Class 17 contains 4882 members 
Mstep: Class 18 contains 65701 members 
Mstep: Class 19 contains 12691 members 
Mstep: Class 20 contains 35728 members 
Mstep: Class 21 contains 108152 members 
Mstep: Class 22 contains 90661 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 14745 members 
Mstep: Class 25 contains 2558 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207528.000000 Penalty: 61608.199219
Iteration 102Q: 29 clusters Score -8.620753e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28329 members 
Mstep: Class 4 contains 134974 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 69402 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 4725 members 
Mstep: Class 9 contains 1627 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 3852 members 
Mstep: Class 14 contains 29180 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 19463 members 
Mstep: Class 17 contains 4880 members 
Mstep: Class 18 contains 65305 members 
Mstep: Class 19 contains 12690 members 
Mstep: Class 20 contains 35735 members 
Mstep: Class 21 contains 108101 members 
Mstep: Class 22 contains 90562 members 
Mstep: Class 23 contains 6221 members 
Mstep: Class 24 contains 14748 members 
Mstep: Class 25 contains 2564 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207720.000000 Penalty: 61608.199219
Iteration 103Q: 29 clusters Score -8.620772e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28327 members 
Mstep: Class 4 contains 134984 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 69998 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 4722 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 15382 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 3874 members 
Mstep: Class 14 contains 29161 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 19483 members 
Mstep: Class 17 contains 4879 members 
Mstep: Class 18 contains 64914 members 
Mstep: Class 19 contains 12683 members 
Mstep: Class 20 contains 35744 members 
Mstep: Class 21 contains 108050 members 
Mstep: Class 22 contains 90430 members 
Mstep: Class 23 contains 6222 members 
Mstep: Class 24 contains 14745 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207880.000000 Penalty: 61608.199219
Iteration 104Q: 29 clusters Score -8.620788e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28334 members 
Mstep: Class 4 contains 134988 members 
Mstep: Class 5 contains 4749 members 
Mstep: Class 6 contains 70613 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 4725 members 
Mstep: Class 9 contains 1617 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 15342 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 3893 members 
Mstep: Class 14 contains 29145 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 19511 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 64524 members 
Mstep: Class 19 contains 12676 members 
Mstep: Class 20 contains 35742 members 
Mstep: Class 21 contains 107997 members 
Mstep: Class 22 contains 90298 members 
Mstep: Class 23 contains 6223 members 
Mstep: Class 24 contains 14745 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208056.000000 Penalty: 61608.199219
Iteration 105Q: 29 clusters Score -8.620806e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28339 members 
Mstep: Class 4 contains 134986 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 71215 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 4733 members 
Mstep: Class 9 contains 1609 members 
Mstep: Class 10 contains 4444 members 
Mstep: Class 11 contains 15298 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 3913 members 
Mstep: Class 14 contains 29123 members 
Mstep: Class 15 contains 30210 members 
Mstep: Class 16 contains 19536 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 64116 members 
Mstep: Class 19 contains 12672 members 
Mstep: Class 20 contains 35743 members 
Mstep: Class 21 contains 107966 members 
Mstep: Class 22 contains 90202 members 
Mstep: Class 23 contains 6222 members 
Mstep: Class 24 contains 14744 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208144.000000 Penalty: 61608.199219
Iteration 106Q: 29 clusters Score -8.620814e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28336 members 
Mstep: Class 4 contains 134996 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 71815 members 
Mstep: Class 7 contains 365 members 
Mstep: Class 8 contains 4740 members 
Mstep: Class 9 contains 1603 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 15261 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 29113 members 
Mstep: Class 15 contains 30213 members 
Mstep: Class 16 contains 19574 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 63679 members 
Mstep: Class 19 contains 12669 members 
Mstep: Class 20 contains 35742 members 
Mstep: Class 21 contains 107916 members 
Mstep: Class 22 contains 90087 members 
Mstep: Class 23 contains 6222 members 
Mstep: Class 24 contains 14747 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208224.000000 Penalty: 61608.199219
Iteration 107Q: 29 clusters Score -8.620822e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 28337 members 
Mstep: Class 4 contains 135005 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 72468 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 1599 members 
Mstep: Class 10 contains 4446 members 
Mstep: Class 11 contains 15224 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 14 contains 29106 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 19593 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 63253 members 
Mstep: Class 19 contains 12666 members 
Mstep: Class 20 contains 35742 members 
Mstep: Class 21 contains 107831 members 
Mstep: Class 22 contains 89971 members 
Mstep: Class 23 contains 6225 members 
Mstep: Class 24 contains 14746 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208400.000000 Penalty: 61608.199219
Iteration 108Q: 29 clusters Score -8.62084e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 28336 members 
Mstep: Class 4 contains 135012 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 73091 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 15178 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 29096 members 
Mstep: Class 15 contains 30213 members 
Mstep: Class 16 contains 19609 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 62879 members 
Mstep: Class 19 contains 12665 members 
Mstep: Class 20 contains 35748 members 
Mstep: Class 21 contains 107747 members 
Mstep: Class 22 contains 89860 members 
Mstep: Class 23 contains 6224 members 
Mstep: Class 24 contains 14745 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208384.000000 Penalty: 61608.199219
Iteration 109Q: 29 clusters Score -8.620838e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 28337 members 
Mstep: Class 4 contains 135029 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 73743 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4757 members 
Mstep: Class 9 contains 1581 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 15126 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 3997 members 
Mstep: Class 14 contains 29088 members 
Mstep: Class 15 contains 30213 members 
Mstep: Class 16 contains 19639 members 
Mstep: Class 17 contains 4876 members 
Mstep: Class 18 contains 62498 members 
Mstep: Class 19 contains 12659 members 
Mstep: Class 20 contains 35764 members 
Mstep: Class 21 contains 107652 members 
Mstep: Class 22 contains 89707 members 
Mstep: Class 23 contains 6224 members 
Mstep: Class 24 contains 14739 members 
Mstep: Class 25 contains 2584 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208584.000000 Penalty: 61608.199219
Iteration 110Q: 29 clusters Score -8.620858e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28339 members 
Mstep: Class 4 contains 135042 members 
Mstep: Class 5 contains 4749 members 
Mstep: Class 6 contains 74424 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 1572 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 4021 members 
Mstep: Class 14 contains 29074 members 
Mstep: Class 15 contains 30213 members 
Mstep: Class 16 contains 19662 members 
Mstep: Class 17 contains 4876 members 
Mstep: Class 18 contains 62091 members 
Mstep: Class 19 contains 12652 members 
Mstep: Class 20 contains 35772 members 
Mstep: Class 21 contains 107573 members 
Mstep: Class 22 contains 89539 members 
Mstep: Class 23 contains 6225 members 
Mstep: Class 24 contains 14731 members 
Mstep: Class 25 contains 2586 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208896.000000 Penalty: 61608.199219
Iteration 111Q: 29 clusters Score -8.62089e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28339 members 
Mstep: Class 4 contains 135056 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 75102 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 15023 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 4036 members 
Mstep: Class 14 contains 29065 members 
Mstep: Class 15 contains 30217 members 
Mstep: Class 16 contains 19699 members 
Mstep: Class 17 contains 4873 members 
Mstep: Class 18 contains 61682 members 
Mstep: Class 19 contains 12646 members 
Mstep: Class 20 contains 35769 members 
Mstep: Class 21 contains 107507 members 
Mstep: Class 22 contains 89351 members 
Mstep: Class 23 contains 6225 members 
Mstep: Class 24 contains 14730 members 
Mstep: Class 25 contains 2589 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209272.000000 Penalty: 61608.199219
Iteration 112Q: 29 clusters Score -8.620927e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28349 members 
Mstep: Class 4 contains 135058 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 75813 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 4450 members 
Mstep: Class 11 contains 14976 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 4046 members 
Mstep: Class 14 contains 29056 members 
Mstep: Class 15 contains 30213 members 
Mstep: Class 16 contains 19718 members 
Mstep: Class 17 contains 4870 members 
Mstep: Class 18 contains 61282 members 
Mstep: Class 19 contains 12640 members 
Mstep: Class 20 contains 35752 members 
Mstep: Class 21 contains 107438 members 
Mstep: Class 22 contains 89155 members 
Mstep: Class 23 contains 6226 members 
Mstep: Class 24 contains 14726 members 
Mstep: Class 25 contains 2592 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209312.000000 Penalty: 61608.199219
Iteration 113Q: 29 clusters Score -8.620931e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28344 members 
Mstep: Class 4 contains 135061 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 76503 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 1543 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 14925 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 29052 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 19736 members 
Mstep: Class 17 contains 4868 members 
Mstep: Class 18 contains 60917 members 
Mstep: Class 19 contains 12638 members 
Mstep: Class 20 contains 35744 members 
Mstep: Class 21 contains 107350 members 
Mstep: Class 22 contains 88964 members 
Mstep: Class 23 contains 6226 members 
Mstep: Class 24 contains 14722 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209464.000000 Penalty: 61608.199219
Iteration 114Q: 29 clusters Score -8.620946e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28347 members 
Mstep: Class 4 contains 135036 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 77192 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4801 members 
Mstep: Class 9 contains 1533 members 
Mstep: Class 10 contains 4449 members 
Mstep: Class 11 contains 14876 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 4065 members 
Mstep: Class 14 contains 29040 members 
Mstep: Class 15 contains 30214 members 
Mstep: Class 16 contains 19757 members 
Mstep: Class 17 contains 4868 members 
Mstep: Class 18 contains 60562 members 
Mstep: Class 19 contains 12637 members 
Mstep: Class 20 contains 35729 members 
Mstep: Class 21 contains 107293 members 
Mstep: Class 22 contains 88761 members 
Mstep: Class 23 contains 6226 members 
Mstep: Class 24 contains 14721 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209648.000000 Penalty: 61608.199219
Iteration 115Q: 29 clusters Score -8.620965e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28339 members 
Mstep: Class 4 contains 135003 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 77881 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4815 members 
Mstep: Class 9 contains 1523 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 14816 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 4066 members 
Mstep: Class 14 contains 29026 members 
Mstep: Class 15 contains 30215 members 
Mstep: Class 16 contains 19781 members 
Mstep: Class 17 contains 4867 members 
Mstep: Class 18 contains 60241 members 
Mstep: Class 19 contains 12637 members 
Mstep: Class 20 contains 35728 members 
Mstep: Class 21 contains 107225 members 
Mstep: Class 22 contains 88560 members 
Mstep: Class 23 contains 6226 members 
Mstep: Class 24 contains 14725 members 
Mstep: Class 25 contains 2606 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209576.000000 Penalty: 61608.199219
Iteration 116Q: 29 clusters Score -8.620958e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28329 members 
Mstep: Class 4 contains 134981 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 78612 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4826 members 
Mstep: Class 9 contains 1514 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 14759 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 4069 members 
Mstep: Class 14 contains 29010 members 
Mstep: Class 15 contains 30214 members 
Mstep: Class 16 contains 19786 members 
Mstep: Class 17 contains 4864 members 
Mstep: Class 18 contains 59923 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35735 members 
Mstep: Class 21 contains 107146 members 
Mstep: Class 22 contains 88331 members 
Mstep: Class 23 contains 6226 members 
Mstep: Class 24 contains 14728 members 
Mstep: Class 25 contains 2604 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209872.000000 Penalty: 61608.199219
Iteration 117Q: 29 clusters Score -8.620987e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28316 members 
Mstep: Class 4 contains 134943 members 
Mstep: Class 5 contains 4834 members 
Mstep: Class 6 contains 79304 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4837 members 
Mstep: Class 9 contains 1505 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 14708 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 4078 members 
Mstep: Class 14 contains 28994 members 
Mstep: Class 15 contains 30218 members 
Mstep: Class 16 contains 19802 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 59628 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35738 members 
Mstep: Class 21 contains 107092 members 
Mstep: Class 22 contains 88089 members 
Mstep: Class 23 contains 6226 members 
Mstep: Class 24 contains 14728 members 
Mstep: Class 25 contains 2605 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210432.000000 Penalty: 61608.199219
Iteration 118Q: 29 clusters Score -8.621043e+07 nChanged 1518
Entering ConstructFrom: 
Score: -86210432.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (66521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Entering Unmasked Estep 
Score: -7749694.500000 Penalty: 1804.606934
	Iteration 0F: 2 clusters Score -7749694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -7705262.000000 Penalty: 3609.213867
	Iteration 0F: 3 clusters Score -7705262 nChanged 31514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -7723461.500000 Penalty: 3609.213867
	Iteration 1F: 3 clusters Score -7723462 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -7723970.500000 Penalty: 3609.213867
	Iteration 2Q: 3 clusters Score -7723970 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -7724757.500000 Penalty: 3609.213867
	Iteration 3Q: 3 clusters Score -7724758 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7726143.500000 Penalty: 3609.213867
	Iteration 4Q: 3 clusters Score -7726144 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -7728413.500000 Penalty: 3609.213867
	Iteration 5F: 3 clusters Score -7728414 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -7731987.500000 Penalty: 3609.213867
	Iteration 6F: 3 clusters Score -7731988 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -7736725.500000 Penalty: 3609.213867
	Iteration 7F: 3 clusters Score -7736726 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -7741310.000000 Penalty: 3609.213867
	Iteration 8F: 3 clusters Score -7741310 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -7744463.500000 Penalty: 3609.213867
	Iteration 9Q: 3 clusters Score -7744464 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -7746010.500000 Penalty: 3609.213867
	Iteration 10Q: 3 clusters Score -7746010 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -7746828.000000 Penalty: 3609.213867
	Iteration 11Q: 3 clusters Score -7746828 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -7747325.000000 Penalty: 3609.213867
	Iteration 12Q: 3 clusters Score -7747325 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -7747639.500000 Penalty: 3609.213867
	Iteration 13Q: 3 clusters Score -7747640 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -7747809.500000 Penalty: 3609.213867
	Iteration 14Q: 3 clusters Score -7747810 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -7747937.000000 Penalty: 3609.213867
	Iteration 15Q: 3 clusters Score -7747937 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -7748022.500000 Penalty: 3609.213867
	Iteration 16Q: 3 clusters Score -7748022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -7748107.500000 Penalty: 3609.213867
	Iteration 17Q: 3 clusters Score -7748108 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -7748178.500000 Penalty: 3609.213867
	Iteration 18Q: 3 clusters Score -7748178 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -7748200.500000 Penalty: 3609.213867
	Iteration 19Q: 3 clusters Score -7748200 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -7748231.500000 Penalty: 3609.213867
	Iteration 20F: 3 clusters Score -7748232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -7748257.000000 Penalty: 3609.213867
	Iteration 21Q: 3 clusters Score -7748257 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -7748275.500000 Penalty: 3609.213867
	Iteration 22Q: 3 clusters Score -7748276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -7748304.000000 Penalty: 3609.213867
	Iteration 23Q: 3 clusters Score -7748304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -7748332.000000 Penalty: 3609.213867
	Iteration 24Q: 3 clusters Score -7748332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -7748366.000000 Penalty: 3609.213867
	Iteration 25Q: 3 clusters Score -7748366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -7748370.000000 Penalty: 3609.213867
	Iteration 26Q: 3 clusters Score -7748370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -7748373.000000 Penalty: 3609.213867
	Iteration 27Q: 3 clusters Score -7748373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -7748377.000000 Penalty: 3609.213867
	Iteration 28Q: 3 clusters Score -7748377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -7748396.000000 Penalty: 3609.213867
	Iteration 29Q: 3 clusters Score -7748396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -7748397.500000 Penalty: 3609.213867
	Iteration 30Q: 3 clusters Score -7748398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -7748402.500000 Penalty: 3609.213867
	Iteration 31Q: 3 clusters Score -7748402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -7748416.000000 Penalty: 3609.213867
	Iteration 32Q: 3 clusters Score -7748416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -7748423.000000 Penalty: 3609.213867
	Iteration 33Q: 3 clusters Score -7748423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -7748430.500000 Penalty: 3609.213867
	Iteration 34Q: 3 clusters Score -7748430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -7748428.500000 Penalty: 3609.213867
	Iteration 35Q: 3 clusters Score -7748428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -7748424.000000 Penalty: 3609.213867
	Iteration 36Q: 3 clusters Score -7748424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -7748427.000000 Penalty: 3609.213867
	Iteration 37Q: 3 clusters Score -7748427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -7748428.000000 Penalty: 3609.213867
	Iteration 38Q: 3 clusters Score -7748428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -7748432.000000 Penalty: 3609.213867
	Iteration 39Q: 3 clusters Score -7748432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -7748427.000000 Penalty: 3609.213867
	Iteration 40F: 3 clusters Score -7748427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 65435 members 
Entering Unmasked Estep 
Score: -7748424.000000 Penalty: 3609.213867
	Iteration 41Q: 3 clusters Score -7748424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -7748425.500000 Penalty: 3609.213867
	Iteration 42Q: 3 clusters Score -7748426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -7748423.500000 Penalty: 3609.213867
	Iteration 43Q: 3 clusters Score -7748424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 65437 members 
Entering Unmasked Estep 
Score: -7748423.500000 Penalty: 3609.213867
	Iteration 44F: 3 clusters Score -7748424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -346740.218750 Penalty: 1307.979980
	Iteration 0F: 2 clusters Score -346740.2 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 1520 members 
Entering Unmasked Estep 
Score: -343964.812500 Penalty: 2615.959961
	Iteration 0F: 3 clusters Score -343964.8 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -344600.781250 Penalty: 2615.959961
	Iteration 1F: 3 clusters Score -344600.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -344723.562500 Penalty: 2615.959961
	Iteration 2F: 3 clusters Score -344723.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -344792.687500 Penalty: 2615.959961
	Iteration 3Q: 3 clusters Score -344792.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -344843.250000 Penalty: 2615.959961
	Iteration 4Q: 3 clusters Score -344843.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -344876.343750 Penalty: 2615.959961
	Iteration 5Q: 3 clusters Score -344876.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -344901.218750 Penalty: 2615.959961
	Iteration 6Q: 3 clusters Score -344901.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -344924.093750 Penalty: 2615.959961
	Iteration 7Q: 3 clusters Score -344924.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -344941.906250 Penalty: 2615.959961
	Iteration 8Q: 3 clusters Score -344941.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -344957.062500 Penalty: 2615.959961
	Iteration 9Q: 3 clusters Score -344957.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -344970.968750 Penalty: 2615.959961
	Iteration 10Q: 3 clusters Score -344971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -344985.968750 Penalty: 2615.959961
	Iteration 11Q: 3 clusters Score -344986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -344997.187500 Penalty: 2615.959961
	Iteration 12Q: 3 clusters Score -344997.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -345009.343750 Penalty: 2615.959961
	Iteration 13Q: 3 clusters Score -345009.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -345022.687500 Penalty: 2615.959961
	Iteration 14Q: 3 clusters Score -345022.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -345036.468750 Penalty: 2615.959961
	Iteration 15Q: 3 clusters Score -345036.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -345044.343750 Penalty: 2615.959961
	Iteration 16Q: 3 clusters Score -345044.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -345048.687500 Penalty: 2615.959961
	Iteration 17Q: 3 clusters Score -345048.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -345052.093750 Penalty: 2615.959961
	Iteration 18Q: 3 clusters Score -345052.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -345053.125000 Penalty: 2615.959961
	Iteration 19Q: 3 clusters Score -345053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -345055.031250 Penalty: 2615.959961
	Iteration 20F: 3 clusters Score -345055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -345056.000000 Penalty: 2615.959961
	Iteration 21Q: 3 clusters Score -345056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -345056.906250 Penalty: 2615.959961
	Iteration 22Q: 3 clusters Score -345056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -345059.875000 Penalty: 2615.959961
	Iteration 23Q: 3 clusters Score -345059.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -345063.687500 Penalty: 2615.959961
	Iteration 24Q: 3 clusters Score -345063.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -345066.781250 Penalty: 2615.959961
	Iteration 25Q: 3 clusters Score -345066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -345069.593750 Penalty: 2615.959961
	Iteration 26Q: 3 clusters Score -345069.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -345071.250000 Penalty: 2615.959961
	Iteration 27Q: 3 clusters Score -345071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -345072.250000 Penalty: 2615.959961
	Iteration 28Q: 3 clusters Score -345072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -345072.781250 Penalty: 2615.959961
	Iteration 29Q: 3 clusters Score -345072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -345074.218750 Penalty: 2615.959961
	Iteration 30Q: 3 clusters Score -345074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -345075.343750 Penalty: 2615.959961
	Iteration 31Q: 3 clusters Score -345075.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -345075.656250 Penalty: 2615.959961
	Iteration 32Q: 3 clusters Score -345075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -345076.250000 Penalty: 2615.959961
	Iteration 33Q: 3 clusters Score -345076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -345076.281250 Penalty: 2615.959961
	Iteration 34Q: 3 clusters Score -345076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -345076.187500 Penalty: 2615.959961
	Iteration 35Q: 3 clusters Score -345076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -345076.500000 Penalty: 2615.959961
	Iteration 36Q: 3 clusters Score -345076.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -345076.500000 Penalty: 2615.959961
	Iteration 37F: 3 clusters Score -345076.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Entering Unmasked Estep 
Score: -3305742.500000 Penalty: 1665.805664
	Iteration 0F: 2 clusters Score -3305742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3286645.750000 Penalty: 3331.611328
	Iteration 0F: 3 clusters Score -3286646 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3293847.250000 Penalty: 3331.611328
	Iteration 1F: 3 clusters Score -3293847 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3294133.250000 Penalty: 3331.611328
	Iteration 2Q: 3 clusters Score -3294133 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3294353.500000 Penalty: 3331.611328
	Iteration 3Q: 3 clusters Score -3294354 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3294561.750000 Penalty: 3331.611328
	Iteration 4Q: 3 clusters Score -3294562 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3294740.250000 Penalty: 3331.611328
	Iteration 5Q: 3 clusters Score -3294740 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3294899.500000 Penalty: 3331.611328
	Iteration 6Q: 3 clusters Score -3294900 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3295054.000000 Penalty: 3331.611328
	Iteration 7Q: 3 clusters Score -3295054 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3295224.000000 Penalty: 3331.611328
	Iteration 8Q: 3 clusters Score -3295224 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3295443.750000 Penalty: 3331.611328
	Iteration 9Q: 3 clusters Score -3295444 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3295686.250000 Penalty: 3331.611328
	Iteration 10Q: 3 clusters Score -3295686 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3296039.250000 Penalty: 3331.611328
	Iteration 11Q: 3 clusters Score -3296039 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3296619.000000 Penalty: 3331.611328
	Iteration 12Q: 3 clusters Score -3296619 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3297477.750000 Penalty: 3331.611328
	Iteration 13Q: 3 clusters Score -3297478 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3298591.000000 Penalty: 3331.611328
	Iteration 14F: 3 clusters Score -3298591 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3299646.750000 Penalty: 3331.611328
	Iteration 15F: 3 clusters Score -3299647 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3300301.500000 Penalty: 3331.611328
	Iteration 16Q: 3 clusters Score -3300302 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3300641.750000 Penalty: 3331.611328
	Iteration 17Q: 3 clusters Score -3300642 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3300796.500000 Penalty: 3331.611328
	Iteration 18Q: 3 clusters Score -3300796 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3300902.750000 Penalty: 3331.611328
	Iteration 19Q: 3 clusters Score -3300903 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3300979.500000 Penalty: 3331.611328
	Iteration 20F: 3 clusters Score -3300980 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3301047.500000 Penalty: 3331.611328
	Iteration 21Q: 3 clusters Score -3301048 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3301112.000000 Penalty: 3331.611328
	Iteration 22Q: 3 clusters Score -3301112 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3301179.000000 Penalty: 3331.611328
	Iteration 23Q: 3 clusters Score -3301179 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3301220.750000 Penalty: 3331.611328
	Iteration 24Q: 3 clusters Score -3301221 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3301259.250000 Penalty: 3331.611328
	Iteration 25Q: 3 clusters Score -3301259 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3301299.250000 Penalty: 3331.611328
	Iteration 26Q: 3 clusters Score -3301299 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3301329.750000 Penalty: 3331.611328
	Iteration 27Q: 3 clusters Score -3301330 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3301367.500000 Penalty: 3331.611328
	Iteration 28Q: 3 clusters Score -3301368 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3301373.500000 Penalty: 3331.611328
	Iteration 29Q: 3 clusters Score -3301374 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3301392.500000 Penalty: 3331.611328
	Iteration 30Q: 3 clusters Score -3301392 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3301405.000000 Penalty: 3331.611328
	Iteration 31Q: 3 clusters Score -3301405 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3301425.250000 Penalty: 3331.611328
	Iteration 32Q: 3 clusters Score -3301425 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3301452.000000 Penalty: 3331.611328
	Iteration 33Q: 3 clusters Score -3301452 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3301467.750000 Penalty: 3331.611328
	Iteration 34Q: 3 clusters Score -3301468 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3301490.750000 Penalty: 3331.611328
	Iteration 35Q: 3 clusters Score -3301491 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3301503.250000 Penalty: 3331.611328
	Iteration 36Q: 3 clusters Score -3301503 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3301538.000000 Penalty: 3331.611328
	Iteration 37Q: 3 clusters Score -3301538 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3301543.750000 Penalty: 3331.611328
	Iteration 38Q: 3 clusters Score -3301544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3301555.500000 Penalty: 3331.611328
	Iteration 39Q: 3 clusters Score -3301556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3301572.750000 Penalty: 3331.611328
	Iteration 40F: 3 clusters Score -3301573 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3301587.000000 Penalty: 3331.611328
	Iteration 41Q: 3 clusters Score -3301587 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3301602.500000 Penalty: 3331.611328
	Iteration 42Q: 3 clusters Score -3301602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3301603.750000 Penalty: 3331.611328
	Iteration 43Q: 3 clusters Score -3301604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3301615.500000 Penalty: 3331.611328
	Iteration 44Q: 3 clusters Score -3301616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3301626.250000 Penalty: 3331.611328
	Iteration 45Q: 3 clusters Score -3301626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3301624.750000 Penalty: 3331.611328
	Iteration 46Q: 3 clusters Score -3301625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3301632.000000 Penalty: 3331.611328
	Iteration 47Q: 3 clusters Score -3301632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3301635.500000 Penalty: 3331.611328
	Iteration 48Q: 3 clusters Score -3301636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3301659.750000 Penalty: 3331.611328
	Iteration 49Q: 3 clusters Score -3301660 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3301660.500000 Penalty: 3331.611328
	Iteration 50Q: 3 clusters Score -3301660 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3301669.750000 Penalty: 3331.611328
	Iteration 51Q: 3 clusters Score -3301670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3301671.000000 Penalty: 3331.611328
	Iteration 52Q: 3 clusters Score -3301671 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3301675.750000 Penalty: 3331.611328
	Iteration 53Q: 3 clusters Score -3301676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3301684.000000 Penalty: 3331.611328
	Iteration 54Q: 3 clusters Score -3301684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3301688.250000 Penalty: 3331.611328
	Iteration 55Q: 3 clusters Score -3301688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3301688.000000 Penalty: 3331.611328
	Iteration 56Q: 3 clusters Score -3301688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3301694.750000 Penalty: 3331.611328
	Iteration 57Q: 3 clusters Score -3301695 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3301703.750000 Penalty: 3331.611328
	Iteration 58Q: 3 clusters Score -3301704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3301717.750000 Penalty: 3331.611328
	Iteration 59Q: 3 clusters Score -3301718 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3301726.250000 Penalty: 3331.611328
	Iteration 60F: 3 clusters Score -3301726 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3301746.250000 Penalty: 3331.611328
	Iteration 61Q: 3 clusters Score -3301746 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3301758.250000 Penalty: 3331.611328
	Iteration 62Q: 3 clusters Score -3301758 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -3301765.750000 Penalty: 3331.611328
	Iteration 63Q: 3 clusters Score -3301766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3301780.750000 Penalty: 3331.611328
	Iteration 64Q: 3 clusters Score -3301781 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3301802.000000 Penalty: 3331.611328
	Iteration 65Q: 3 clusters Score -3301802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3301830.250000 Penalty: 3331.611328
	Iteration 66Q: 3 clusters Score -3301830 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -3301861.750000 Penalty: 3331.611328
	Iteration 67Q: 3 clusters Score -3301862 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3301896.000000 Penalty: 3331.611328
	Iteration 68Q: 3 clusters Score -3301896 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3301925.750000 Penalty: 3331.611328
	Iteration 69Q: 3 clusters Score -3301926 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3301956.750000 Penalty: 3331.611328
	Iteration 70Q: 3 clusters Score -3301957 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3301980.250000 Penalty: 3331.611328
	Iteration 71Q: 3 clusters Score -3301980 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3302022.500000 Penalty: 3331.611328
	Iteration 72Q: 3 clusters Score -3302022 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3302054.500000 Penalty: 3331.611328
	Iteration 73Q: 3 clusters Score -3302054 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3302104.250000 Penalty: 3331.611328
	Iteration 74Q: 3 clusters Score -3302104 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3302139.250000 Penalty: 3331.611328
	Iteration 75Q: 3 clusters Score -3302139 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3302181.000000 Penalty: 3331.611328
	Iteration 76Q: 3 clusters Score -3302181 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -3302221.250000 Penalty: 3331.611328
	Iteration 77Q: 3 clusters Score -3302221 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3302282.750000 Penalty: 3331.611328
	Iteration 78Q: 3 clusters Score -3302283 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3302329.500000 Penalty: 3331.611328
	Iteration 79Q: 3 clusters Score -3302330 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3302380.750000 Penalty: 3331.611328
	Iteration 80F: 3 clusters Score -3302381 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3302427.500000 Penalty: 3331.611328
	Iteration 81Q: 3 clusters Score -3302428 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3302473.250000 Penalty: 3331.611328
	Iteration 82Q: 3 clusters Score -3302473 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3302519.250000 Penalty: 3331.611328
	Iteration 83Q: 3 clusters Score -3302519 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3302591.500000 Penalty: 3331.611328
	Iteration 84Q: 3 clusters Score -3302592 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -3302661.750000 Penalty: 3331.611328
	Iteration 85Q: 3 clusters Score -3302662 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3302724.250000 Penalty: 3331.611328
	Iteration 86Q: 3 clusters Score -3302724 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3302806.000000 Penalty: 3331.611328
	Iteration 87Q: 3 clusters Score -3302806 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3302857.000000 Penalty: 3331.611328
	Iteration 88Q: 3 clusters Score -3302857 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3302927.250000 Penalty: 3331.611328
	Iteration 89Q: 3 clusters Score -3302927 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3302998.000000 Penalty: 3331.611328
	Iteration 90Q: 3 clusters Score -3302998 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3303063.500000 Penalty: 3331.611328
	Iteration 91Q: 3 clusters Score -3303064 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3303158.250000 Penalty: 3331.611328
	Iteration 92Q: 3 clusters Score -3303158 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3303254.250000 Penalty: 3331.611328
	Iteration 93Q: 3 clusters Score -3303254 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3303360.000000 Penalty: 3331.611328
	Iteration 94Q: 3 clusters Score -3303360 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3303472.000000 Penalty: 3331.611328
	Iteration 95Q: 3 clusters Score -3303472 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3303560.750000 Penalty: 3331.611328
	Iteration 96Q: 3 clusters Score -3303561 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3303649.000000 Penalty: 3331.611328
	Iteration 97Q: 3 clusters Score -3303649 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3303713.250000 Penalty: 3331.611328
	Iteration 98Q: 3 clusters Score -3303713 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3303760.750000 Penalty: 3331.611328
	Iteration 99Q: 3 clusters Score -3303761 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3303832.500000 Penalty: 3331.611328
	Iteration 100F: 3 clusters Score -3303832 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3303874.750000 Penalty: 3331.611328
	Iteration 101Q: 3 clusters Score -3303875 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3303921.250000 Penalty: 3331.611328
	Iteration 102Q: 3 clusters Score -3303921 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3303964.500000 Penalty: 3331.611328
	Iteration 103Q: 3 clusters Score -3303964 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3303995.750000 Penalty: 3331.611328
	Iteration 104Q: 3 clusters Score -3303996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3304019.750000 Penalty: 3331.611328
	Iteration 105Q: 3 clusters Score -3304020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3304053.250000 Penalty: 3331.611328
	Iteration 106Q: 3 clusters Score -3304053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3304076.250000 Penalty: 3331.611328
	Iteration 107Q: 3 clusters Score -3304076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3304097.250000 Penalty: 3331.611328
	Iteration 108Q: 3 clusters Score -3304097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3304110.500000 Penalty: 3331.611328
	Iteration 109Q: 3 clusters Score -3304110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3304132.250000 Penalty: 3331.611328
	Iteration 110Q: 3 clusters Score -3304132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3304158.000000 Penalty: 3331.611328
	Iteration 111Q: 3 clusters Score -3304158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3304166.250000 Penalty: 3331.611328
	Iteration 112Q: 3 clusters Score -3304166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3304178.000000 Penalty: 3331.611328
	Iteration 113Q: 3 clusters Score -3304178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3304195.250000 Penalty: 3331.611328
	Iteration 114Q: 3 clusters Score -3304195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3304202.000000 Penalty: 3331.611328
	Iteration 115Q: 3 clusters Score -3304202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3304207.250000 Penalty: 3331.611328
	Iteration 116Q: 3 clusters Score -3304207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3304209.750000 Penalty: 3331.611328
	Iteration 117Q: 3 clusters Score -3304210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3304210.000000 Penalty: 3331.611328
	Iteration 118Q: 3 clusters Score -3304210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3304221.500000 Penalty: 3331.611328
	Iteration 119Q: 3 clusters Score -3304222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3304227.750000 Penalty: 3331.611328
	Iteration 120F: 3 clusters Score -3304228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3304236.000000 Penalty: 3331.611328
	Iteration 121Q: 3 clusters Score -3304236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3304235.750000 Penalty: 3331.611328
	Iteration 122Q: 3 clusters Score -3304236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3304247.000000 Penalty: 3331.611328
	Iteration 123Q: 3 clusters Score -3304247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3304252.000000 Penalty: 3331.611328
	Iteration 124Q: 3 clusters Score -3304252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3304252.750000 Penalty: 3331.611328
	Iteration 125Q: 3 clusters Score -3304253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3304261.250000 Penalty: 3331.611328
	Iteration 126Q: 3 clusters Score -3304261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3304269.500000 Penalty: 3331.611328
	Iteration 127Q: 3 clusters Score -3304270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3304272.500000 Penalty: 3331.611328
	Iteration 128Q: 3 clusters Score -3304272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3304278.000000 Penalty: 3331.611328
	Iteration 129Q: 3 clusters Score -3304278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3304278.500000 Penalty: 3331.611328
	Iteration 130Q: 3 clusters Score -3304278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3304281.500000 Penalty: 3331.611328
	Iteration 131Q: 3 clusters Score -3304282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3304284.000000 Penalty: 3331.611328
	Iteration 132Q: 3 clusters Score -3304284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -3304283.250000 Penalty: 3331.611328
	Iteration 133Q: 3 clusters Score -3304283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -3304284.500000 Penalty: 3331.611328
	Iteration 134Q: 3 clusters Score -3304284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3304285.750000 Penalty: 3331.611328
	Iteration 135Q: 3 clusters Score -3304286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3304285.750000 Penalty: 3331.611328
	Iteration 136F: 3 clusters Score -3304286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (134909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134909 members 
Entering Unmasked Estep 
Score: -15508854.000000 Penalty: 1919.507812
	Iteration 0F: 2 clusters Score -1.550885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 67515 members 
Entering Unmasked Estep 
Score: -15424449.000000 Penalty: 3839.015625
	Iteration 0F: 3 clusters Score -1.542445e+07 nChanged 65145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -15462410.000000 Penalty: 3839.015625
	Iteration 1F: 3 clusters Score -1.546241e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -15463585.000000 Penalty: 3839.015625
	Iteration 2Q: 3 clusters Score -1.546358e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -15465260.000000 Penalty: 3839.015625
	Iteration 3Q: 3 clusters Score -1.546526e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -15467837.000000 Penalty: 3839.015625
	Iteration 4Q: 3 clusters Score -1.546784e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -15471780.000000 Penalty: 3839.015625
	Iteration 5F: 3 clusters Score -1.547178e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -15477871.000000 Penalty: 3839.015625
	Iteration 6F: 3 clusters Score -1.547787e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -15485466.000000 Penalty: 3839.015625
	Iteration 7F: 3 clusters Score -1.548547e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 106575 members 
Entering Unmasked Estep 
Score: -15492691.000000 Penalty: 3839.015625
	Iteration 8F: 3 clusters Score -1.549269e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 112181 members 
Entering Unmasked Estep 
Score: -15497714.000000 Penalty: 3839.015625
	Iteration 9Q: 3 clusters Score -1.549771e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 116794 members 
Entering Unmasked Estep 
Score: -15500679.000000 Penalty: 3839.015625
	Iteration 10Q: 3 clusters Score -1.550068e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 120832 members 
Entering Unmasked Estep 
Score: -15502623.000000 Penalty: 3839.015625
	Iteration 11Q: 3 clusters Score -1.550262e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 124242 members 
Entering Unmasked Estep 
Score: -15504112.000000 Penalty: 3839.015625
	Iteration 12Q: 3 clusters Score -1.550411e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 127051 members 
Entering Unmasked Estep 
Score: -15505234.000000 Penalty: 3839.015625
	Iteration 13Q: 3 clusters Score -1.550523e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 129175 members 
Entering Unmasked Estep 
Score: -15506028.000000 Penalty: 3839.015625
	Iteration 14Q: 3 clusters Score -1.550603e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 130717 members 
Entering Unmasked Estep 
Score: -15506524.000000 Penalty: 3839.015625
	Iteration 15Q: 3 clusters Score -1.550652e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 131818 members 
Entering Unmasked Estep 
Score: -15506824.000000 Penalty: 3839.015625
	Iteration 16Q: 3 clusters Score -1.550682e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 132610 members 
Entering Unmasked Estep 
Score: -15507027.000000 Penalty: 3839.015625
	Iteration 17Q: 3 clusters Score -1.550703e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 133154 members 
Entering Unmasked Estep 
Score: -15507178.000000 Penalty: 3839.015625
	Iteration 18Q: 3 clusters Score -1.550718e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 133561 members 
Entering Unmasked Estep 
Score: -15507238.000000 Penalty: 3839.015625
	Iteration 19Q: 3 clusters Score -1.550724e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 133825 members 
Entering Unmasked Estep 
Score: -15507261.000000 Penalty: 3839.015625
	Iteration 20F: 3 clusters Score -1.550726e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 134018 members 
Entering Unmasked Estep 
Score: -15507259.000000 Penalty: 3839.015625
	Iteration 21Q: 3 clusters Score -1.550726e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 134156 members 
Entering Unmasked Estep 
Score: -15507240.000000 Penalty: 3839.015625
	Iteration 22Q: 3 clusters Score -1.550724e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 134254 members 
Entering Unmasked Estep 
Score: -15507285.000000 Penalty: 3839.015625
	Iteration 23Q: 3 clusters Score -1.550728e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 134323 members 
Entering Unmasked Estep 
Score: -15507302.000000 Penalty: 3839.015625
	Iteration 24Q: 3 clusters Score -1.55073e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 134359 members 
Entering Unmasked Estep 
Score: -15507307.000000 Penalty: 3839.015625
	Iteration 25Q: 3 clusters Score -1.550731e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 134399 members 
Entering Unmasked Estep 
Score: -15507339.000000 Penalty: 3839.015625
	Iteration 26Q: 3 clusters Score -1.550734e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 134431 members 
Entering Unmasked Estep 
Score: -15507359.000000 Penalty: 3839.015625
	Iteration 27Q: 3 clusters Score -1.550736e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 134456 members 
Entering Unmasked Estep 
Score: -15507377.000000 Penalty: 3839.015625
	Iteration 28Q: 3 clusters Score -1.550738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 134470 members 
Entering Unmasked Estep 
Score: -15507384.000000 Penalty: 3839.015625
	Iteration 29Q: 3 clusters Score -1.550738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 134484 members 
Entering Unmasked Estep 
Score: -15507405.000000 Penalty: 3839.015625
	Iteration 30Q: 3 clusters Score -1.55074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 134497 members 
Entering Unmasked Estep 
Score: -15507392.000000 Penalty: 3839.015625
	Iteration 31Q: 3 clusters Score -1.550739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 134503 members 
Entering Unmasked Estep 
Score: -15507393.000000 Penalty: 3839.015625
	Iteration 32Q: 3 clusters Score -1.550739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 134507 members 
Entering Unmasked Estep 
Score: -15507390.000000 Penalty: 3839.015625
	Iteration 33Q: 3 clusters Score -1.550739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 134512 members 
Entering Unmasked Estep 
Score: -15507399.000000 Penalty: 3839.015625
	Iteration 34Q: 3 clusters Score -1.55074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 134511 members 
Entering Unmasked Estep 
Score: -15507395.000000 Penalty: 3839.015625
	Iteration 35Q: 3 clusters Score -1.55074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 134511 members 
Entering Unmasked Estep 
Score: -15507395.000000 Penalty: 3839.015625
	Iteration 36F: 3 clusters Score -1.55074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -563811.500000 Penalty: 1378.658081
	Iteration 0F: 2 clusters Score -563811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -559870.187500 Penalty: 2757.316162
	Iteration 0F: 3 clusters Score -559870.2 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -560935.375000 Penalty: 2757.316162
	Iteration 1F: 3 clusters Score -560935.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -561120.250000 Penalty: 2757.316162
	Iteration 2F: 3 clusters Score -561120.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -561266.812500 Penalty: 2757.316162
	Iteration 3F: 3 clusters Score -561266.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -561370.750000 Penalty: 2757.316162
	Iteration 4Q: 3 clusters Score -561370.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -561457.687500 Penalty: 2757.316162
	Iteration 5Q: 3 clusters Score -561457.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -561542.062500 Penalty: 2757.316162
	Iteration 6Q: 3 clusters Score -561542.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -561629.000000 Penalty: 2757.316162
	Iteration 7Q: 3 clusters Score -561629 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -561701.125000 Penalty: 2757.316162
	Iteration 8Q: 3 clusters Score -561701.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -561772.937500 Penalty: 2757.316162
	Iteration 9Q: 3 clusters Score -561772.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -561843.187500 Penalty: 2757.316162
	Iteration 10Q: 3 clusters Score -561843.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -561918.875000 Penalty: 2757.316162
	Iteration 11Q: 3 clusters Score -561918.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -561986.125000 Penalty: 2757.316162
	Iteration 12Q: 3 clusters Score -561986.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -562052.500000 Penalty: 2757.316162
	Iteration 13Q: 3 clusters Score -562052.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -562122.562500 Penalty: 2757.316162
	Iteration 14Q: 3 clusters Score -562122.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -562189.312500 Penalty: 2757.316162
	Iteration 15Q: 3 clusters Score -562189.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -562245.062500 Penalty: 2757.316162
	Iteration 16Q: 3 clusters Score -562245.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -562290.312500 Penalty: 2757.316162
	Iteration 17Q: 3 clusters Score -562290.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -562333.125000 Penalty: 2757.316162
	Iteration 18Q: 3 clusters Score -562333.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -562363.375000 Penalty: 2757.316162
	Iteration 19Q: 3 clusters Score -562363.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -562397.187500 Penalty: 2757.316162
	Iteration 20F: 3 clusters Score -562397.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -562419.062500 Penalty: 2757.316162
	Iteration 21Q: 3 clusters Score -562419.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -562431.437500 Penalty: 2757.316162
	Iteration 22Q: 3 clusters Score -562431.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -562443.562500 Penalty: 2757.316162
	Iteration 23Q: 3 clusters Score -562443.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -562452.062500 Penalty: 2757.316162
	Iteration 24Q: 3 clusters Score -562452.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -562459.312500 Penalty: 2757.316162
	Iteration 25Q: 3 clusters Score -562459.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -562464.750000 Penalty: 2757.316162
	Iteration 26Q: 3 clusters Score -562464.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -562473.687500 Penalty: 2757.316162
	Iteration 27Q: 3 clusters Score -562473.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -562477.375000 Penalty: 2757.316162
	Iteration 28Q: 3 clusters Score -562477.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -562482.937500 Penalty: 2757.316162
	Iteration 29Q: 3 clusters Score -562482.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -562489.062500 Penalty: 2757.316162
	Iteration 30Q: 3 clusters Score -562489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -562491.875000 Penalty: 2757.316162
	Iteration 31Q: 3 clusters Score -562491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -562494.687500 Penalty: 2757.316162
	Iteration 32Q: 3 clusters Score -562494.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -562497.812500 Penalty: 2757.316162
	Iteration 33Q: 3 clusters Score -562497.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -562502.500000 Penalty: 2757.316162
	Iteration 34Q: 3 clusters Score -562502.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -562506.500000 Penalty: 2757.316162
	Iteration 35Q: 3 clusters Score -562506.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -562508.687500 Penalty: 2757.316162
	Iteration 36Q: 3 clusters Score -562508.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -562512.312500 Penalty: 2757.316162
	Iteration 37Q: 3 clusters Score -562512.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -562517.000000 Penalty: 2757.316162
	Iteration 38Q: 3 clusters Score -562517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -562522.500000 Penalty: 2757.316162
	Iteration 39Q: 3 clusters Score -562522.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -562528.062500 Penalty: 2757.316162
	Iteration 40F: 3 clusters Score -562528.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -562531.312500 Penalty: 2757.316162
	Iteration 41Q: 3 clusters Score -562531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -562533.937500 Penalty: 2757.316162
	Iteration 42Q: 3 clusters Score -562533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -562538.437500 Penalty: 2757.316162
	Iteration 43Q: 3 clusters Score -562538.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -562541.812500 Penalty: 2757.316162
	Iteration 44Q: 3 clusters Score -562541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -562545.875000 Penalty: 2757.316162
	Iteration 45Q: 3 clusters Score -562545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -562549.125000 Penalty: 2757.316162
	Iteration 46Q: 3 clusters Score -562549.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -562551.312500 Penalty: 2757.316162
	Iteration 47Q: 3 clusters Score -562551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -562552.562500 Penalty: 2757.316162
	Iteration 48Q: 3 clusters Score -562552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -562554.062500 Penalty: 2757.316162
	Iteration 49Q: 3 clusters Score -562554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -562554.750000 Penalty: 2757.316162
	Iteration 50Q: 3 clusters Score -562554.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -562554.750000 Penalty: 2757.316162
	Iteration 51F: 3 clusters Score -562554.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Entering Unmasked Estep 
Score: -9451466.000000 Penalty: 1834.693237
	Iteration 0F: 2 clusters Score -9451466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -9398253.000000 Penalty: 3669.386475
	Iteration 0F: 3 clusters Score -9398253 nChanged 37993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -9420185.000000 Penalty: 3669.386475
	Iteration 1F: 3 clusters Score -9420185 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -9420771.000000 Penalty: 3669.386475
	Iteration 2Q: 3 clusters Score -9420771 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -9421430.000000 Penalty: 3669.386475
	Iteration 3Q: 3 clusters Score -9421430 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -9422355.000000 Penalty: 3669.386475
	Iteration 4Q: 3 clusters Score -9422355 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -9423859.000000 Penalty: 3669.386475
	Iteration 5Q: 3 clusters Score -9423859 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -9426397.000000 Penalty: 3669.386475
	Iteration 6F: 3 clusters Score -9426397 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -9430436.000000 Penalty: 3669.386475
	Iteration 7F: 3 clusters Score -9430436 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -9435310.000000 Penalty: 3669.386475
	Iteration 8F: 3 clusters Score -9435310 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -9439908.000000 Penalty: 3669.386475
	Iteration 9F: 3 clusters Score -9439908 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -9443301.000000 Penalty: 3669.386475
	Iteration 10Q: 3 clusters Score -9443301 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -9445035.000000 Penalty: 3669.386475
	Iteration 11Q: 3 clusters Score -9445035 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -9445853.000000 Penalty: 3669.386475
	Iteration 12Q: 3 clusters Score -9445853 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -9446385.000000 Penalty: 3669.386475
	Iteration 13Q: 3 clusters Score -9446385 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -9446847.000000 Penalty: 3669.386475
	Iteration 14Q: 3 clusters Score -9446847 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -9447156.000000 Penalty: 3669.386475
	Iteration 15Q: 3 clusters Score -9447156 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -9447485.000000 Penalty: 3669.386475
	Iteration 16Q: 3 clusters Score -9447485 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -9447684.000000 Penalty: 3669.386475
	Iteration 17Q: 3 clusters Score -9447684 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -9447839.000000 Penalty: 3669.386475
	Iteration 18Q: 3 clusters Score -9447839 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -9448006.000000 Penalty: 3669.386475
	Iteration 19Q: 3 clusters Score -9448006 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -9448109.000000 Penalty: 3669.386475
	Iteration 20F: 3 clusters Score -9448109 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -9448223.000000 Penalty: 3669.386475
	Iteration 21Q: 3 clusters Score -9448223 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 69166 members 
Entering Unmasked Estep 
Score: -9448243.000000 Penalty: 3669.386475
	Iteration 22Q: 3 clusters Score -9448243 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -9448298.000000 Penalty: 3669.386475
	Iteration 23Q: 3 clusters Score -9448298 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -9448372.000000 Penalty: 3669.386475
	Iteration 24Q: 3 clusters Score -9448372 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 70211 members 
Entering Unmasked Estep 
Score: -9448414.000000 Penalty: 3669.386475
	Iteration 25Q: 3 clusters Score -9448414 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -9448453.000000 Penalty: 3669.386475
	Iteration 26Q: 3 clusters Score -9448453 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -9448483.000000 Penalty: 3669.386475
	Iteration 27Q: 3 clusters Score -9448483 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -9448524.000000 Penalty: 3669.386475
	Iteration 28Q: 3 clusters Score -9448524 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -9448568.000000 Penalty: 3669.386475
	Iteration 29Q: 3 clusters Score -9448568 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -9448620.000000 Penalty: 3669.386475
	Iteration 30Q: 3 clusters Score -9448620 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -9448607.000000 Penalty: 3669.386475
	Iteration 31Q: 3 clusters Score -9448607 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -9448639.000000 Penalty: 3669.386475
	Iteration 32Q: 3 clusters Score -9448639 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -9448671.000000 Penalty: 3669.386475
	Iteration 33Q: 3 clusters Score -9448671 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -9448705.000000 Penalty: 3669.386475
	Iteration 34Q: 3 clusters Score -9448705 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 72928 members 
Entering Unmasked Estep 
Score: -9448763.000000 Penalty: 3669.386475
	Iteration 35Q: 3 clusters Score -9448763 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -9448806.000000 Penalty: 3669.386475
	Iteration 36Q: 3 clusters Score -9448806 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -9448866.000000 Penalty: 3669.386475
	Iteration 37Q: 3 clusters Score -9448866 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -9448959.000000 Penalty: 3669.386475
	Iteration 38Q: 3 clusters Score -9448959 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -9449012.000000 Penalty: 3669.386475
	Iteration 39Q: 3 clusters Score -9449012 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -9449100.000000 Penalty: 3669.386475
	Iteration 40F: 3 clusters Score -9449100 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -9449131.000000 Penalty: 3669.386475
	Iteration 41Q: 3 clusters Score -9449131 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -9449171.000000 Penalty: 3669.386475
	Iteration 42Q: 3 clusters Score -9449171 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -9449174.000000 Penalty: 3669.386475
	Iteration 43Q: 3 clusters Score -9449174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -9449212.000000 Penalty: 3669.386475
	Iteration 44Q: 3 clusters Score -9449212 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -9449226.000000 Penalty: 3669.386475
	Iteration 45Q: 3 clusters Score -9449226 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -9449254.000000 Penalty: 3669.386475
	Iteration 46Q: 3 clusters Score -9449254 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -9449300.000000 Penalty: 3669.386475
	Iteration 47Q: 3 clusters Score -9449300 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -9449355.000000 Penalty: 3669.386475
	Iteration 48Q: 3 clusters Score -9449355 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -9449390.000000 Penalty: 3669.386475
	Iteration 49Q: 3 clusters Score -9449390 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -9449427.000000 Penalty: 3669.386475
	Iteration 50Q: 3 clusters Score -9449427 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 75811 members 
Entering Unmasked Estep 
Score: -9449443.000000 Penalty: 3669.386475
	Iteration 51Q: 3 clusters Score -9449443 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -9449467.000000 Penalty: 3669.386475
	Iteration 52Q: 3 clusters Score -9449467 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -9449492.000000 Penalty: 3669.386475
	Iteration 53Q: 3 clusters Score -9449492 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 76156 members 
Entering Unmasked Estep 
Score: -9449529.000000 Penalty: 3669.386475
	Iteration 54Q: 3 clusters Score -9449529 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -9449550.000000 Penalty: 3669.386475
	Iteration 55Q: 3 clusters Score -9449550 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -9449561.000000 Penalty: 3669.386475
	Iteration 56Q: 3 clusters Score -9449561 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -9449574.000000 Penalty: 3669.386475
	Iteration 57Q: 3 clusters Score -9449574 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -9449579.000000 Penalty: 3669.386475
	Iteration 58Q: 3 clusters Score -9449579 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -9449599.000000 Penalty: 3669.386475
	Iteration 59Q: 3 clusters Score -9449599 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -9449619.000000 Penalty: 3669.386475
	Iteration 60F: 3 clusters Score -9449619 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 76806 members 
Entering Unmasked Estep 
Score: -9449619.000000 Penalty: 3669.386475
	Iteration 61Q: 3 clusters Score -9449619 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -9449680.000000 Penalty: 3669.386475
	Iteration 62Q: 3 clusters Score -9449680 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -9449712.000000 Penalty: 3669.386475
	Iteration 63Q: 3 clusters Score -9449712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -9449709.000000 Penalty: 3669.386475
	Iteration 64Q: 3 clusters Score -9449709 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -9449746.000000 Penalty: 3669.386475
	Iteration 65Q: 3 clusters Score -9449746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
Score: -9449752.000000 Penalty: 3669.386475
	Iteration 66Q: 3 clusters Score -9449752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -9449739.000000 Penalty: 3669.386475
	Iteration 67Q: 3 clusters Score -9449739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -9449758.000000 Penalty: 3669.386475
	Iteration 68Q: 3 clusters Score -9449758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -9449792.000000 Penalty: 3669.386475
	Iteration 69Q: 3 clusters Score -9449792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -9449805.000000 Penalty: 3669.386475
	Iteration 70Q: 3 clusters Score -9449805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -9449802.000000 Penalty: 3669.386475
	Iteration 71Q: 3 clusters Score -9449802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -9449808.000000 Penalty: 3669.386475
	Iteration 72Q: 3 clusters Score -9449808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
Score: -9449823.000000 Penalty: 3669.386475
	Iteration 73Q: 3 clusters Score -9449823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -9449809.000000 Penalty: 3669.386475
	Iteration 74Q: 3 clusters Score -9449809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -9449809.000000 Penalty: 3669.386475
	Iteration 75Q: 3 clusters Score -9449809 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -9449801.000000 Penalty: 3669.386475
	Iteration 76Q: 3 clusters Score -9449801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -9449819.000000 Penalty: 3669.386475
	Iteration 77Q: 3 clusters Score -9449819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -9449820.000000 Penalty: 3669.386475
	Iteration 78Q: 3 clusters Score -9449820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -9449817.000000 Penalty: 3669.386475
	Iteration 79Q: 3 clusters Score -9449817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -9449822.000000 Penalty: 3669.386475
	Iteration 80F: 3 clusters Score -9449822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -9449838.000000 Penalty: 3669.386475
	Iteration 81Q: 3 clusters Score -9449838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -9449841.000000 Penalty: 3669.386475
	Iteration 82Q: 3 clusters Score -9449841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -9449853.000000 Penalty: 3669.386475
	Iteration 83Q: 3 clusters Score -9449853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 77860 members 
Entering Unmasked Estep 
Score: -9449862.000000 Penalty: 3669.386475
	Iteration 84Q: 3 clusters Score -9449862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -9449866.000000 Penalty: 3669.386475
	Iteration 85Q: 3 clusters Score -9449866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 77919 members 
Entering Unmasked Estep 
Score: -9449897.000000 Penalty: 3669.386475
	Iteration 86Q: 3 clusters Score -9449897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 77951 members 
Entering Unmasked Estep 
Score: -9449894.000000 Penalty: 3669.386475
	Iteration 87Q: 3 clusters Score -9449894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -9449893.000000 Penalty: 3669.386475
	Iteration 88Q: 3 clusters Score -9449893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 77993 members 
Entering Unmasked Estep 
Score: -9449894.000000 Penalty: 3669.386475
	Iteration 89Q: 3 clusters Score -9449894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -9449906.000000 Penalty: 3669.386475
	Iteration 90Q: 3 clusters Score -9449906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 78029 members 
Entering Unmasked Estep 
Score: -9449926.000000 Penalty: 3669.386475
	Iteration 91Q: 3 clusters Score -9449926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -9449912.000000 Penalty: 3669.386475
	Iteration 92Q: 3 clusters Score -9449912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 78059 members 
Entering Unmasked Estep 
Score: -9449919.000000 Penalty: 3669.386475
	Iteration 93Q: 3 clusters Score -9449919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -9449918.000000 Penalty: 3669.386475
	Iteration 94Q: 3 clusters Score -9449918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -9449925.000000 Penalty: 3669.386475
	Iteration 95Q: 3 clusters Score -9449925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -9449946.000000 Penalty: 3669.386475
	Iteration 96Q: 3 clusters Score -9449946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -9449950.000000 Penalty: 3669.386475
	Iteration 97Q: 3 clusters Score -9449950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -9449949.000000 Penalty: 3669.386475
	Iteration 98Q: 3 clusters Score -9449949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 78163 members 
Entering Unmasked Estep 
Score: -9449952.000000 Penalty: 3669.386475
	Iteration 99Q: 3 clusters Score -9449952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -9449952.000000 Penalty: 3669.386475
	Iteration 100F: 3 clusters Score -9449952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -9449946.000000 Penalty: 3669.386475
	Iteration 101Q: 3 clusters Score -9449946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -9449949.000000 Penalty: 3669.386475
	Iteration 102Q: 3 clusters Score -9449949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -9449950.000000 Penalty: 3669.386475
	Iteration 103Q: 3 clusters Score -9449950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 78196 members 
Entering Unmasked Estep 
Score: -9449956.000000 Penalty: 3669.386475
	Iteration 104Q: 3 clusters Score -9449956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
Score: -9449960.000000 Penalty: 3669.386475
	Iteration 105Q: 3 clusters Score -9449960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
Score: -9449960.000000 Penalty: 3669.386475
	Iteration 106F: 3 clusters Score -9449960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -36550.656250 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -36550.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35658.820312 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -35658.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35821.656250 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -35821.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35872.171875 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -35872.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35906.363281 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -35906.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35922.410156 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -35922.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35933.355469 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -35933.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35936.621094 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -35936.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35936.933594 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -35936.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35936.933594 Penalty: 1918.355835
	Iteration 8F: 3 clusters Score -35936.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Entering Unmasked Estep 
Score: -558826.187500 Penalty: 1379.161255
	Iteration 0F: 2 clusters Score -558826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -554939.562500 Penalty: 2758.322510
	Iteration 0F: 3 clusters Score -554939.6 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -556046.625000 Penalty: 2758.322510
	Iteration 1F: 3 clusters Score -556046.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -556416.375000 Penalty: 2758.322510
	Iteration 2F: 3 clusters Score -556416.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -556792.062500 Penalty: 2758.322510
	Iteration 3F: 3 clusters Score -556792.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -557145.125000 Penalty: 2758.322510
	Iteration 4F: 3 clusters Score -557145.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -557451.062500 Penalty: 2758.322510
	Iteration 5F: 3 clusters Score -557451.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -557711.562500 Penalty: 2758.322510
	Iteration 6F: 3 clusters Score -557711.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -557906.812500 Penalty: 2758.322510
	Iteration 7F: 3 clusters Score -557906.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -558019.875000 Penalty: 2758.322510
	Iteration 8Q: 3 clusters Score -558019.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -558076.437500 Penalty: 2758.322510
	Iteration 9Q: 3 clusters Score -558076.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -558104.875000 Penalty: 2758.322510
	Iteration 10Q: 3 clusters Score -558104.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -558122.375000 Penalty: 2758.322510
	Iteration 11Q: 3 clusters Score -558122.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -558138.000000 Penalty: 2758.322510
	Iteration 12Q: 3 clusters Score -558138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -558146.687500 Penalty: 2758.322510
	Iteration 13Q: 3 clusters Score -558146.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -558154.562500 Penalty: 2758.322510
	Iteration 14Q: 3 clusters Score -558154.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -558157.812500 Penalty: 2758.322510
	Iteration 15Q: 3 clusters Score -558157.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -558161.250000 Penalty: 2758.322510
	Iteration 16Q: 3 clusters Score -558161.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -558163.250000 Penalty: 2758.322510
	Iteration 17Q: 3 clusters Score -558163.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -558167.500000 Penalty: 2758.322510
	Iteration 18Q: 3 clusters Score -558167.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -558168.687500 Penalty: 2758.322510
	Iteration 19Q: 3 clusters Score -558168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -558170.875000 Penalty: 2758.322510
	Iteration 20F: 3 clusters Score -558170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -558173.312500 Penalty: 2758.322510
	Iteration 21Q: 3 clusters Score -558173.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -558174.625000 Penalty: 2758.322510
	Iteration 22Q: 3 clusters Score -558174.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -558174.937500 Penalty: 2758.322510
	Iteration 23Q: 3 clusters Score -558174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -558175.000000 Penalty: 2758.322510
	Iteration 24Q: 3 clusters Score -558175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -558175.000000 Penalty: 2758.322510
	Iteration 25F: 3 clusters Score -558175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Entering Unmasked Estep 
Score: -173451.500000 Penalty: 1188.072998
	Iteration 0F: 2 clusters Score -173451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -171670.484375 Penalty: 2376.145996
	Iteration 0F: 3 clusters Score -171670.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -172039.328125 Penalty: 2376.145996
	Iteration 1F: 3 clusters Score -172039.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -172137.984375 Penalty: 2376.145996
	Iteration 2F: 3 clusters Score -172138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -172201.046875 Penalty: 2376.145996
	Iteration 3Q: 3 clusters Score -172201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -172238.437500 Penalty: 2376.145996
	Iteration 4Q: 3 clusters Score -172238.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -172268.515625 Penalty: 2376.145996
	Iteration 5Q: 3 clusters Score -172268.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -172295.218750 Penalty: 2376.145996
	Iteration 6Q: 3 clusters Score -172295.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -172315.062500 Penalty: 2376.145996
	Iteration 7Q: 3 clusters Score -172315.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -172325.546875 Penalty: 2376.145996
	Iteration 8Q: 3 clusters Score -172325.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -172334.109375 Penalty: 2376.145996
	Iteration 9Q: 3 clusters Score -172334.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -172342.046875 Penalty: 2376.145996
	Iteration 10Q: 3 clusters Score -172342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -172344.359375 Penalty: 2376.145996
	Iteration 11Q: 3 clusters Score -172344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -172347.296875 Penalty: 2376.145996
	Iteration 12Q: 3 clusters Score -172347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -172352.000000 Penalty: 2376.145996
	Iteration 13Q: 3 clusters Score -172352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -172354.109375 Penalty: 2376.145996
	Iteration 14Q: 3 clusters Score -172354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -172355.875000 Penalty: 2376.145996
	Iteration 15Q: 3 clusters Score -172355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -172357.156250 Penalty: 2376.145996
	Iteration 16Q: 3 clusters Score -172357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -172360.875000 Penalty: 2376.145996
	Iteration 17Q: 3 clusters Score -172360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -172365.734375 Penalty: 2376.145996
	Iteration 18Q: 3 clusters Score -172365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -172370.406250 Penalty: 2376.145996
	Iteration 19Q: 3 clusters Score -172370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -172375.015625 Penalty: 2376.145996
	Iteration 20F: 3 clusters Score -172375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -172377.968750 Penalty: 2376.145996
	Iteration 21Q: 3 clusters Score -172378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -172381.078125 Penalty: 2376.145996
	Iteration 22Q: 3 clusters Score -172381.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -172383.125000 Penalty: 2376.145996
	Iteration 23Q: 3 clusters Score -172383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -172385.234375 Penalty: 2376.145996
	Iteration 24Q: 3 clusters Score -172385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -172385.812500 Penalty: 2376.145996
	Iteration 25Q: 3 clusters Score -172385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -172385.812500 Penalty: 2376.145996
	Iteration 26F: 3 clusters Score -172385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Entering Unmasked Estep 
Score: -486594.562500 Penalty: 1364.997559
	Iteration 0F: 2 clusters Score -486594.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -482974.687500 Penalty: 2729.995117
	Iteration 0F: 3 clusters Score -482974.7 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -484045.218750 Penalty: 2729.995117
	Iteration 1F: 3 clusters Score -484045.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -484256.156250 Penalty: 2729.995117
	Iteration 2F: 3 clusters Score -484256.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -484431.656250 Penalty: 2729.995117
	Iteration 3F: 3 clusters Score -484431.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -484613.843750 Penalty: 2729.995117
	Iteration 4F: 3 clusters Score -484613.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -484803.937500 Penalty: 2729.995117
	Iteration 5F: 3 clusters Score -484803.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -485021.937500 Penalty: 2729.995117
	Iteration 6F: 3 clusters Score -485021.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -485203.250000 Penalty: 2729.995117
	Iteration 7Q: 3 clusters Score -485203.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -485354.437500 Penalty: 2729.995117
	Iteration 8Q: 3 clusters Score -485354.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -485474.500000 Penalty: 2729.995117
	Iteration 9Q: 3 clusters Score -485474.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -485555.375000 Penalty: 2729.995117
	Iteration 10Q: 3 clusters Score -485555.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -485632.718750 Penalty: 2729.995117
	Iteration 11Q: 3 clusters Score -485632.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -485695.250000 Penalty: 2729.995117
	Iteration 12Q: 3 clusters Score -485695.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -485738.437500 Penalty: 2729.995117
	Iteration 13Q: 3 clusters Score -485738.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -485773.000000 Penalty: 2729.995117
	Iteration 14Q: 3 clusters Score -485773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -485790.250000 Penalty: 2729.995117
	Iteration 15Q: 3 clusters Score -485790.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -485805.343750 Penalty: 2729.995117
	Iteration 16Q: 3 clusters Score -485805.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -485827.093750 Penalty: 2729.995117
	Iteration 17Q: 3 clusters Score -485827.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -485848.031250 Penalty: 2729.995117
	Iteration 18Q: 3 clusters Score -485848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -485860.156250 Penalty: 2729.995117
	Iteration 19Q: 3 clusters Score -485860.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -485865.625000 Penalty: 2729.995117
	Iteration 20F: 3 clusters Score -485865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -485869.156250 Penalty: 2729.995117
	Iteration 21Q: 3 clusters Score -485869.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -485873.375000 Penalty: 2729.995117
	Iteration 22Q: 3 clusters Score -485873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -485874.562500 Penalty: 2729.995117
	Iteration 23Q: 3 clusters Score -485874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -485875.812500 Penalty: 2729.995117
	Iteration 24Q: 3 clusters Score -485875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -485875.812500 Penalty: 2729.995117
	Iteration 25F: 3 clusters Score -485875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Entering Unmasked Estep 
Score: -1751144.500000 Penalty: 1558.665283
	Iteration 0F: 2 clusters Score -1751144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1741022.250000 Penalty: 3117.330566
	Iteration 0F: 3 clusters Score -1741022 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1744451.875000 Penalty: 3117.330566
	Iteration 1F: 3 clusters Score -1744452 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1744678.500000 Penalty: 3117.330566
	Iteration 2Q: 3 clusters Score -1744678 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1744910.750000 Penalty: 3117.330566
	Iteration 3Q: 3 clusters Score -1744911 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1745145.500000 Penalty: 3117.330566
	Iteration 4Q: 3 clusters Score -1745146 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1745438.750000 Penalty: 3117.330566
	Iteration 5Q: 3 clusters Score -1745439 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1745812.500000 Penalty: 3117.330566
	Iteration 6Q: 3 clusters Score -1745812 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1746321.750000 Penalty: 3117.330566
	Iteration 7F: 3 clusters Score -1746322 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1747019.500000 Penalty: 3117.330566
	Iteration 8F: 3 clusters Score -1747020 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1747735.250000 Penalty: 3117.330566
	Iteration 9F: 3 clusters Score -1747735 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1748443.625000 Penalty: 3117.330566
	Iteration 10F: 3 clusters Score -1748444 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1748909.125000 Penalty: 3117.330566
	Iteration 11Q: 3 clusters Score -1748909 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1749211.875000 Penalty: 3117.330566
	Iteration 12Q: 3 clusters Score -1749212 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1749430.125000 Penalty: 3117.330566
	Iteration 13Q: 3 clusters Score -1749430 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1749538.000000 Penalty: 3117.330566
	Iteration 14Q: 3 clusters Score -1749538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1749614.875000 Penalty: 3117.330566
	Iteration 15Q: 3 clusters Score -1749615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1749659.500000 Penalty: 3117.330566
	Iteration 16Q: 3 clusters Score -1749660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1749691.000000 Penalty: 3117.330566
	Iteration 17Q: 3 clusters Score -1749691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1749716.875000 Penalty: 3117.330566
	Iteration 18Q: 3 clusters Score -1749717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1749741.500000 Penalty: 3117.330566
	Iteration 19Q: 3 clusters Score -1749742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1749754.750000 Penalty: 3117.330566
	Iteration 20F: 3 clusters Score -1749755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1749760.125000 Penalty: 3117.330566
	Iteration 21Q: 3 clusters Score -1749760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1749761.250000 Penalty: 3117.330566
	Iteration 22Q: 3 clusters Score -1749761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1749768.375000 Penalty: 3117.330566
	Iteration 23Q: 3 clusters Score -1749768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1749773.250000 Penalty: 3117.330566
	Iteration 24Q: 3 clusters Score -1749773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1749775.250000 Penalty: 3117.330566
	Iteration 25Q: 3 clusters Score -1749775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1749776.125000 Penalty: 3117.330566
	Iteration 26Q: 3 clusters Score -1749776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1749777.375000 Penalty: 3117.330566
	Iteration 27Q: 3 clusters Score -1749777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1749782.125000 Penalty: 3117.330566
	Iteration 28Q: 3 clusters Score -1749782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1749785.375000 Penalty: 3117.330566
	Iteration 29Q: 3 clusters Score -1749785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1749785.000000 Penalty: 3117.330566
	Iteration 30Q: 3 clusters Score -1749785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1749784.750000 Penalty: 3117.330566
	Iteration 31Q: 3 clusters Score -1749785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1749785.750000 Penalty: 3117.330566
	Iteration 32Q: 3 clusters Score -1749786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1749785.750000 Penalty: 3117.330566
	Iteration 33F: 3 clusters Score -1749786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -12740.699219 Penalty: 825.728210
	Iteration 0F: 2 clusters Score -12740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12197.179688 Penalty: 1651.456421
	Iteration 0F: 3 clusters Score -12197.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12293.542969 Penalty: 1651.456421
	Iteration 1F: 3 clusters Score -12293.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12341.388672 Penalty: 1651.456421
	Iteration 2F: 3 clusters Score -12341.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12357.222656 Penalty: 1651.456421
	Iteration 3Q: 3 clusters Score -12357.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12360.558594 Penalty: 1651.456421
	Iteration 4Q: 3 clusters Score -12360.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12363.030273 Penalty: 1651.456421
	Iteration 5Q: 3 clusters Score -12363.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12363.030273 Penalty: 1651.456421
	Iteration 6F: 3 clusters Score -12363.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Entering Unmasked Estep 
Score: -473670.718750 Penalty: 1351.120483
	Iteration 0F: 2 clusters Score -473670.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -470279.312500 Penalty: 2702.240967
	Iteration 0F: 3 clusters Score -470279.3 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -471165.531250 Penalty: 2702.240967
	Iteration 1F: 3 clusters Score -471165.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -471312.500000 Penalty: 2702.240967
	Iteration 2F: 3 clusters Score -471312.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -471410.531250 Penalty: 2702.240967
	Iteration 3Q: 3 clusters Score -471410.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -471486.656250 Penalty: 2702.240967
	Iteration 4Q: 3 clusters Score -471486.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -471537.968750 Penalty: 2702.240967
	Iteration 5Q: 3 clusters Score -471538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -471575.843750 Penalty: 2702.240967
	Iteration 6Q: 3 clusters Score -471575.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -471605.281250 Penalty: 2702.240967
	Iteration 7Q: 3 clusters Score -471605.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -471646.750000 Penalty: 2702.240967
	Iteration 8Q: 3 clusters Score -471646.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -471695.531250 Penalty: 2702.240967
	Iteration 9Q: 3 clusters Score -471695.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -471741.312500 Penalty: 2702.240967
	Iteration 10Q: 3 clusters Score -471741.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -471774.656250 Penalty: 2702.240967
	Iteration 11Q: 3 clusters Score -471774.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -471808.218750 Penalty: 2702.240967
	Iteration 12Q: 3 clusters Score -471808.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -471841.593750 Penalty: 2702.240967
	Iteration 13Q: 3 clusters Score -471841.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -471872.593750 Penalty: 2702.240967
	Iteration 14Q: 3 clusters Score -471872.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -471896.968750 Penalty: 2702.240967
	Iteration 15Q: 3 clusters Score -471897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -471923.468750 Penalty: 2702.240967
	Iteration 16Q: 3 clusters Score -471923.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -471945.250000 Penalty: 2702.240967
	Iteration 17Q: 3 clusters Score -471945.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -471965.000000 Penalty: 2702.240967
	Iteration 18Q: 3 clusters Score -471965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -471989.218750 Penalty: 2702.240967
	Iteration 19Q: 3 clusters Score -471989.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -472013.031250 Penalty: 2702.240967
	Iteration 20F: 3 clusters Score -472013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -472028.000000 Penalty: 2702.240967
	Iteration 21Q: 3 clusters Score -472028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -472039.750000 Penalty: 2702.240967
	Iteration 22Q: 3 clusters Score -472039.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -472056.718750 Penalty: 2702.240967
	Iteration 23Q: 3 clusters Score -472056.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -472080.625000 Penalty: 2702.240967
	Iteration 24Q: 3 clusters Score -472080.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -472100.968750 Penalty: 2702.240967
	Iteration 25Q: 3 clusters Score -472101 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -472124.812500 Penalty: 2702.240967
	Iteration 26Q: 3 clusters Score -472124.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -472144.718750 Penalty: 2702.240967
	Iteration 27Q: 3 clusters Score -472144.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -472164.968750 Penalty: 2702.240967
	Iteration 28Q: 3 clusters Score -472165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -472184.218750 Penalty: 2702.240967
	Iteration 29Q: 3 clusters Score -472184.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -472206.156250 Penalty: 2702.240967
	Iteration 30Q: 3 clusters Score -472206.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -472233.781250 Penalty: 2702.240967
	Iteration 31Q: 3 clusters Score -472233.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -472262.906250 Penalty: 2702.240967
	Iteration 32Q: 3 clusters Score -472262.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -472286.812500 Penalty: 2702.240967
	Iteration 33Q: 3 clusters Score -472286.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -472303.000000 Penalty: 2702.240967
	Iteration 34Q: 3 clusters Score -472303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -472316.687500 Penalty: 2702.240967
	Iteration 35Q: 3 clusters Score -472316.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -472328.156250 Penalty: 2702.240967
	Iteration 36Q: 3 clusters Score -472328.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -472340.125000 Penalty: 2702.240967
	Iteration 37Q: 3 clusters Score -472340.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -472351.031250 Penalty: 2702.240967
	Iteration 38Q: 3 clusters Score -472351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -472358.000000 Penalty: 2702.240967
	Iteration 39Q: 3 clusters Score -472358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -472365.281250 Penalty: 2702.240967
	Iteration 40F: 3 clusters Score -472365.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -472372.468750 Penalty: 2702.240967
	Iteration 41Q: 3 clusters Score -472372.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -472381.500000 Penalty: 2702.240967
	Iteration 42Q: 3 clusters Score -472381.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -472389.750000 Penalty: 2702.240967
	Iteration 43Q: 3 clusters Score -472389.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -472395.968750 Penalty: 2702.240967
	Iteration 44Q: 3 clusters Score -472396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -472398.906250 Penalty: 2702.240967
	Iteration 45Q: 3 clusters Score -472398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -472401.437500 Penalty: 2702.240967
	Iteration 46Q: 3 clusters Score -472401.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -472403.531250 Penalty: 2702.240967
	Iteration 47Q: 3 clusters Score -472403.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -472406.687500 Penalty: 2702.240967
	Iteration 48Q: 3 clusters Score -472406.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -472407.593750 Penalty: 2702.240967
	Iteration 49Q: 3 clusters Score -472407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -472408.625000 Penalty: 2702.240967
	Iteration 50Q: 3 clusters Score -472408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -472410.031250 Penalty: 2702.240967
	Iteration 51Q: 3 clusters Score -472410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -472410.500000 Penalty: 2702.240967
	Iteration 52Q: 3 clusters Score -472410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -472411.281250 Penalty: 2702.240967
	Iteration 53Q: 3 clusters Score -472411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -472412.375000 Penalty: 2702.240967
	Iteration 54Q: 3 clusters Score -472412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -472413.281250 Penalty: 2702.240967
	Iteration 55Q: 3 clusters Score -472413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -472413.156250 Penalty: 2702.240967
	Iteration 56Q: 3 clusters Score -472413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -472414.375000 Penalty: 2702.240967
	Iteration 57Q: 3 clusters Score -472414.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -472414.375000 Penalty: 2702.240967
	Iteration 58F: 3 clusters Score -472414.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Entering Unmasked Estep 
Score: -3380337.000000 Penalty: 1669.583740
	Iteration 0F: 2 clusters Score -3380337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3360863.750000 Penalty: 3339.167480
	Iteration 0F: 3 clusters Score -3360864 nChanged 13236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3368108.000000 Penalty: 3339.167480
	Iteration 1F: 3 clusters Score -3368108 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3368480.000000 Penalty: 3339.167480
	Iteration 2Q: 3 clusters Score -3368480 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3368861.000000 Penalty: 3339.167480
	Iteration 3Q: 3 clusters Score -3368861 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3369367.000000 Penalty: 3339.167480
	Iteration 4Q: 3 clusters Score -3369367 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3370025.250000 Penalty: 3339.167480
	Iteration 5Q: 3 clusters Score -3370025 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3370834.750000 Penalty: 3339.167480
	Iteration 6F: 3 clusters Score -3370835 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3371825.500000 Penalty: 3339.167480
	Iteration 7F: 3 clusters Score -3371826 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3373144.250000 Penalty: 3339.167480
	Iteration 8F: 3 clusters Score -3373144 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3374624.250000 Penalty: 3339.167480
	Iteration 9F: 3 clusters Score -3374624 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3375846.250000 Penalty: 3339.167480
	Iteration 10F: 3 clusters Score -3375846 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -3376535.750000 Penalty: 3339.167480
	Iteration 11Q: 3 clusters Score -3376536 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3376857.500000 Penalty: 3339.167480
	Iteration 12Q: 3 clusters Score -3376858 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3377041.000000 Penalty: 3339.167480
	Iteration 13Q: 3 clusters Score -3377041 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -3377170.000000 Penalty: 3339.167480
	Iteration 14Q: 3 clusters Score -3377170 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3377300.750000 Penalty: 3339.167480
	Iteration 15Q: 3 clusters Score -3377301 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3377419.250000 Penalty: 3339.167480
	Iteration 16Q: 3 clusters Score -3377419 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3377527.000000 Penalty: 3339.167480
	Iteration 17Q: 3 clusters Score -3377527 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3377623.500000 Penalty: 3339.167480
	Iteration 18Q: 3 clusters Score -3377624 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3377722.000000 Penalty: 3339.167480
	Iteration 19Q: 3 clusters Score -3377722 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3377815.250000 Penalty: 3339.167480
	Iteration 20F: 3 clusters Score -3377815 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3377904.000000 Penalty: 3339.167480
	Iteration 21Q: 3 clusters Score -3377904 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -3377979.750000 Penalty: 3339.167480
	Iteration 22Q: 3 clusters Score -3377980 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3378055.250000 Penalty: 3339.167480
	Iteration 23Q: 3 clusters Score -3378055 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3378107.000000 Penalty: 3339.167480
	Iteration 24Q: 3 clusters Score -3378107 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3378155.750000 Penalty: 3339.167480
	Iteration 25Q: 3 clusters Score -3378156 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3378207.250000 Penalty: 3339.167480
	Iteration 26Q: 3 clusters Score -3378207 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3378267.000000 Penalty: 3339.167480
	Iteration 27Q: 3 clusters Score -3378267 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3378315.250000 Penalty: 3339.167480
	Iteration 28Q: 3 clusters Score -3378315 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3378374.750000 Penalty: 3339.167480
	Iteration 29Q: 3 clusters Score -3378375 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3378425.000000 Penalty: 3339.167480
	Iteration 30Q: 3 clusters Score -3378425 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3378482.000000 Penalty: 3339.167480
	Iteration 31Q: 3 clusters Score -3378482 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3378536.750000 Penalty: 3339.167480
	Iteration 32Q: 3 clusters Score -3378537 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3378584.500000 Penalty: 3339.167480
	Iteration 33Q: 3 clusters Score -3378584 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3378640.500000 Penalty: 3339.167480
	Iteration 34Q: 3 clusters Score -3378640 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3378671.250000 Penalty: 3339.167480
	Iteration 35Q: 3 clusters Score -3378671 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3378702.250000 Penalty: 3339.167480
	Iteration 36Q: 3 clusters Score -3378702 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3378732.000000 Penalty: 3339.167480
	Iteration 37Q: 3 clusters Score -3378732 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3378761.250000 Penalty: 3339.167480
	Iteration 38Q: 3 clusters Score -3378761 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3378803.250000 Penalty: 3339.167480
	Iteration 39Q: 3 clusters Score -3378803 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3378837.000000 Penalty: 3339.167480
	Iteration 40F: 3 clusters Score -3378837 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3378881.250000 Penalty: 3339.167480
	Iteration 41Q: 3 clusters Score -3378881 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3378910.250000 Penalty: 3339.167480
	Iteration 42Q: 3 clusters Score -3378910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3378922.000000 Penalty: 3339.167480
	Iteration 43Q: 3 clusters Score -3378922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3378938.750000 Penalty: 3339.167480
	Iteration 44Q: 3 clusters Score -3378939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3378946.500000 Penalty: 3339.167480
	Iteration 45Q: 3 clusters Score -3378946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3378961.250000 Penalty: 3339.167480
	Iteration 46Q: 3 clusters Score -3378961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3378970.500000 Penalty: 3339.167480
	Iteration 47Q: 3 clusters Score -3378970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3378981.750000 Penalty: 3339.167480
	Iteration 48Q: 3 clusters Score -3378982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3378994.750000 Penalty: 3339.167480
	Iteration 49Q: 3 clusters Score -3378995 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3379015.000000 Penalty: 3339.167480
	Iteration 50Q: 3 clusters Score -3379015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3379028.000000 Penalty: 3339.167480
	Iteration 51Q: 3 clusters Score -3379028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3379026.250000 Penalty: 3339.167480
	Iteration 52Q: 3 clusters Score -3379026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3379040.000000 Penalty: 3339.167480
	Iteration 53Q: 3 clusters Score -3379040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3379040.250000 Penalty: 3339.167480
	Iteration 54Q: 3 clusters Score -3379040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3379051.750000 Penalty: 3339.167480
	Iteration 55Q: 3 clusters Score -3379052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3379054.250000 Penalty: 3339.167480
	Iteration 56Q: 3 clusters Score -3379054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3379063.250000 Penalty: 3339.167480
	Iteration 57Q: 3 clusters Score -3379063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3379065.000000 Penalty: 3339.167480
	Iteration 58Q: 3 clusters Score -3379065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3379068.750000 Penalty: 3339.167480
	Iteration 59Q: 3 clusters Score -3379069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3379070.000000 Penalty: 3339.167480
	Iteration 60F: 3 clusters Score -3379070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3379076.250000 Penalty: 3339.167480
	Iteration 61Q: 3 clusters Score -3379076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3379074.750000 Penalty: 3339.167480
	Iteration 62Q: 3 clusters Score -3379075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3379077.750000 Penalty: 3339.167480
	Iteration 63Q: 3 clusters Score -3379078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3379084.250000 Penalty: 3339.167480
	Iteration 64Q: 3 clusters Score -3379084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3379080.500000 Penalty: 3339.167480
	Iteration 65Q: 3 clusters Score -3379080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3379084.750000 Penalty: 3339.167480
	Iteration 66Q: 3 clusters Score -3379085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3379081.000000 Penalty: 3339.167480
	Iteration 67Q: 3 clusters Score -3379081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3379080.500000 Penalty: 3339.167480
	Iteration 68Q: 3 clusters Score -3379080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3379085.500000 Penalty: 3339.167480
	Iteration 69Q: 3 clusters Score -3379086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3379086.000000 Penalty: 3339.167480
	Iteration 70Q: 3 clusters Score -3379086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3379092.750000 Penalty: 3339.167480
	Iteration 71Q: 3 clusters Score -3379093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3379089.500000 Penalty: 3339.167480
	Iteration 72Q: 3 clusters Score -3379090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3379089.500000 Penalty: 3339.167480
	Iteration 73Q: 3 clusters Score -3379090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3379092.250000 Penalty: 3339.167480
	Iteration 74Q: 3 clusters Score -3379092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3379086.750000 Penalty: 3339.167480
	Iteration 75Q: 3 clusters Score -3379087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3379090.250000 Penalty: 3339.167480
	Iteration 76Q: 3 clusters Score -3379090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3379088.500000 Penalty: 3339.167480
	Iteration 77Q: 3 clusters Score -3379088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3379085.750000 Penalty: 3339.167480
	Iteration 78Q: 3 clusters Score -3379086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3379086.750000 Penalty: 3339.167480
	Iteration 79Q: 3 clusters Score -3379087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3379086.750000 Penalty: 3339.167480
	Iteration 80F: 3 clusters Score -3379087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Entering Unmasked Estep 
Score: -3379663.750000 Penalty: 1676.381348
	Iteration 0F: 2 clusters Score -3379664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3359256.250000 Penalty: 3352.762695
	Iteration 0F: 3 clusters Score -3359256 nChanged 13907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3366932.250000 Penalty: 3352.762695
	Iteration 1F: 3 clusters Score -3366932 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3367451.750000 Penalty: 3352.762695
	Iteration 2Q: 3 clusters Score -3367452 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -3368173.250000 Penalty: 3352.762695
	Iteration 3F: 3 clusters Score -3368173 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3369199.000000 Penalty: 3352.762695
	Iteration 4F: 3 clusters Score -3369199 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3370814.750000 Penalty: 3352.762695
	Iteration 5F: 3 clusters Score -3370815 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3373037.000000 Penalty: 3352.762695
	Iteration 6F: 3 clusters Score -3373037 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3375274.750000 Penalty: 3352.762695
	Iteration 7F: 3 clusters Score -3375275 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3376793.000000 Penalty: 3352.762695
	Iteration 8F: 3 clusters Score -3376793 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -3377549.000000 Penalty: 3352.762695
	Iteration 9Q: 3 clusters Score -3377549 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3377917.750000 Penalty: 3352.762695
	Iteration 10Q: 3 clusters Score -3377918 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3378120.000000 Penalty: 3352.762695
	Iteration 11Q: 3 clusters Score -3378120 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3378242.000000 Penalty: 3352.762695
	Iteration 12Q: 3 clusters Score -3378242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3378321.000000 Penalty: 3352.762695
	Iteration 13Q: 3 clusters Score -3378321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -3378352.500000 Penalty: 3352.762695
	Iteration 14Q: 3 clusters Score -3378352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -3378392.250000 Penalty: 3352.762695
	Iteration 15Q: 3 clusters Score -3378392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3378418.000000 Penalty: 3352.762695
	Iteration 16Q: 3 clusters Score -3378418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3378429.750000 Penalty: 3352.762695
	Iteration 17Q: 3 clusters Score -3378430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3378436.250000 Penalty: 3352.762695
	Iteration 18Q: 3 clusters Score -3378436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3378437.500000 Penalty: 3352.762695
	Iteration 19Q: 3 clusters Score -3378438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3378444.000000 Penalty: 3352.762695
	Iteration 20F: 3 clusters Score -3378444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3378439.750000 Penalty: 3352.762695
	Iteration 21Q: 3 clusters Score -3378440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3378438.500000 Penalty: 3352.762695
	Iteration 22Q: 3 clusters Score -3378438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3378439.000000 Penalty: 3352.762695
	Iteration 23Q: 3 clusters Score -3378439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3378443.250000 Penalty: 3352.762695
	Iteration 24Q: 3 clusters Score -3378443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3378442.500000 Penalty: 3352.762695
	Iteration 25Q: 3 clusters Score -3378442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3378443.750000 Penalty: 3352.762695
	Iteration 26Q: 3 clusters Score -3378444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -3378443.750000 Penalty: 3352.762695
	Iteration 27F: 3 clusters Score -3378444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Entering Unmasked Estep 
Score: -2301211.750000 Penalty: 1607.855713
	Iteration 0F: 2 clusters Score -2301212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2287658.250000 Penalty: 3215.711426
	Iteration 0F: 3 clusters Score -2287658 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2292483.500000 Penalty: 3215.711426
	Iteration 1F: 3 clusters Score -2292484 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2292869.500000 Penalty: 3215.711426
	Iteration 2F: 3 clusters Score -2292870 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2293262.750000 Penalty: 3215.711426
	Iteration 3Q: 3 clusters Score -2293263 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2293742.500000 Penalty: 3215.711426
	Iteration 4Q: 3 clusters Score -2293742 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2294409.000000 Penalty: 3215.711426
	Iteration 5F: 3 clusters Score -2294409 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2295466.000000 Penalty: 3215.711426
	Iteration 6F: 3 clusters Score -2295466 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2296794.000000 Penalty: 3215.711426
	Iteration 7F: 3 clusters Score -2296794 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2298097.000000 Penalty: 3215.711426
	Iteration 8F: 3 clusters Score -2298097 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2299034.250000 Penalty: 3215.711426
	Iteration 9F: 3 clusters Score -2299034 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2299432.750000 Penalty: 3215.711426
	Iteration 10Q: 3 clusters Score -2299433 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2299588.500000 Penalty: 3215.711426
	Iteration 11Q: 3 clusters Score -2299588 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2299665.250000 Penalty: 3215.711426
	Iteration 12Q: 3 clusters Score -2299665 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2299705.750000 Penalty: 3215.711426
	Iteration 13Q: 3 clusters Score -2299706 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2299717.000000 Penalty: 3215.711426
	Iteration 14Q: 3 clusters Score -2299717 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2299732.750000 Penalty: 3215.711426
	Iteration 15Q: 3 clusters Score -2299733 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2299745.000000 Penalty: 3215.711426
	Iteration 16Q: 3 clusters Score -2299745 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2299751.000000 Penalty: 3215.711426
	Iteration 17Q: 3 clusters Score -2299751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2299762.750000 Penalty: 3215.711426
	Iteration 18Q: 3 clusters Score -2299763 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2299763.000000 Penalty: 3215.711426
	Iteration 19Q: 3 clusters Score -2299763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2299767.250000 Penalty: 3215.711426
	Iteration 20F: 3 clusters Score -2299767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2299772.250000 Penalty: 3215.711426
	Iteration 21Q: 3 clusters Score -2299772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2299782.750000 Penalty: 3215.711426
	Iteration 22Q: 3 clusters Score -2299783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2299777.000000 Penalty: 3215.711426
	Iteration 23Q: 3 clusters Score -2299777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2299776.500000 Penalty: 3215.711426
	Iteration 24Q: 3 clusters Score -2299776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2299777.500000 Penalty: 3215.711426
	Iteration 25Q: 3 clusters Score -2299778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2299785.000000 Penalty: 3215.711426
	Iteration 26Q: 3 clusters Score -2299785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2299783.750000 Penalty: 3215.711426
	Iteration 27Q: 3 clusters Score -2299784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2299790.000000 Penalty: 3215.711426
	Iteration 28Q: 3 clusters Score -2299790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2299791.000000 Penalty: 3215.711426
	Iteration 29Q: 3 clusters Score -2299791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2299790.000000 Penalty: 3215.711426
	Iteration 30Q: 3 clusters Score -2299790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2299790.000000 Penalty: 3215.711426
	Iteration 31Q: 3 clusters Score -2299790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2299792.250000 Penalty: 3215.711426
	Iteration 32Q: 3 clusters Score -2299792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2299789.500000 Penalty: 3215.711426
	Iteration 33Q: 3 clusters Score -2299790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2299790.000000 Penalty: 3215.711426
	Iteration 34Q: 3 clusters Score -2299790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2299788.750000 Penalty: 3215.711426
	Iteration 35Q: 3 clusters Score -2299789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2299792.750000 Penalty: 3215.711426
	Iteration 36Q: 3 clusters Score -2299793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2299794.250000 Penalty: 3215.711426
	Iteration 37Q: 3 clusters Score -2299794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2299795.000000 Penalty: 3215.711426
	Iteration 38Q: 3 clusters Score -2299795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2299796.000000 Penalty: 3215.711426
	Iteration 39Q: 3 clusters Score -2299796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2299800.000000 Penalty: 3215.711426
	Iteration 40F: 3 clusters Score -2299800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2299796.750000 Penalty: 3215.711426
	Iteration 41Q: 3 clusters Score -2299797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2299798.250000 Penalty: 3215.711426
	Iteration 42Q: 3 clusters Score -2299798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2299798.250000 Penalty: 3215.711426
	Iteration 43Q: 3 clusters Score -2299798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2299798.250000 Penalty: 3215.711426
	Iteration 44Q: 3 clusters Score -2299798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2299798.500000 Penalty: 3215.711426
	Iteration 45Q: 3 clusters Score -2299798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2299798.500000 Penalty: 3215.711426
	Iteration 46F: 3 clusters Score -2299798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Entering Unmasked Estep 
Score: -560976.750000 Penalty: 1379.328613
	Iteration 0F: 2 clusters Score -560976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -557051.687500 Penalty: 2758.657227
	Iteration 0F: 3 clusters Score -557051.7 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -558146.187500 Penalty: 2758.657227
	Iteration 1F: 3 clusters Score -558146.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -558319.125000 Penalty: 2758.657227
	Iteration 2F: 3 clusters Score -558319.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -558446.312500 Penalty: 2758.657227
	Iteration 3F: 3 clusters Score -558446.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -558555.062500 Penalty: 2758.657227
	Iteration 4Q: 3 clusters Score -558555.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -558654.375000 Penalty: 2758.657227
	Iteration 5Q: 3 clusters Score -558654.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -558731.875000 Penalty: 2758.657227
	Iteration 6Q: 3 clusters Score -558731.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -558805.250000 Penalty: 2758.657227
	Iteration 7Q: 3 clusters Score -558805.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -558876.875000 Penalty: 2758.657227
	Iteration 8Q: 3 clusters Score -558876.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -558961.562500 Penalty: 2758.657227
	Iteration 9Q: 3 clusters Score -558961.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -559069.375000 Penalty: 2758.657227
	Iteration 10Q: 3 clusters Score -559069.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -559210.500000 Penalty: 2758.657227
	Iteration 11Q: 3 clusters Score -559210.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -559415.437500 Penalty: 2758.657227
	Iteration 12Q: 3 clusters Score -559415.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -559655.312500 Penalty: 2758.657227
	Iteration 13Q: 3 clusters Score -559655.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -559908.687500 Penalty: 2758.657227
	Iteration 14Q: 3 clusters Score -559908.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -560125.750000 Penalty: 2758.657227
	Iteration 15Q: 3 clusters Score -560125.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -560249.500000 Penalty: 2758.657227
	Iteration 16Q: 3 clusters Score -560249.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -560327.562500 Penalty: 2758.657227
	Iteration 17Q: 3 clusters Score -560327.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -560373.250000 Penalty: 2758.657227
	Iteration 18Q: 3 clusters Score -560373.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -560433.125000 Penalty: 2758.657227
	Iteration 19Q: 3 clusters Score -560433.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -560502.875000 Penalty: 2758.657227
	Iteration 20F: 3 clusters Score -560502.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -560552.000000 Penalty: 2758.657227
	Iteration 21Q: 3 clusters Score -560552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -560591.687500 Penalty: 2758.657227
	Iteration 22Q: 3 clusters Score -560591.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -560626.250000 Penalty: 2758.657227
	Iteration 23Q: 3 clusters Score -560626.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -560645.000000 Penalty: 2758.657227
	Iteration 24Q: 3 clusters Score -560645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -560661.375000 Penalty: 2758.657227
	Iteration 25Q: 3 clusters Score -560661.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -560666.125000 Penalty: 2758.657227
	Iteration 26Q: 3 clusters Score -560666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -560666.437500 Penalty: 2758.657227
	Iteration 27Q: 3 clusters Score -560666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -560667.062500 Penalty: 2758.657227
	Iteration 28Q: 3 clusters Score -560667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -560668.250000 Penalty: 2758.657227
	Iteration 29Q: 3 clusters Score -560668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -560668.812500 Penalty: 2758.657227
	Iteration 30Q: 3 clusters Score -560668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -560668.937500 Penalty: 2758.657227
	Iteration 31Q: 3 clusters Score -560668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -560669.562500 Penalty: 2758.657227
	Iteration 32Q: 3 clusters Score -560669.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -560669.562500 Penalty: 2758.657227
	Iteration 33F: 3 clusters Score -560669.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Entering Unmasked Estep 
Score: -6927247.000000 Penalty: 1786.032837
	Iteration 0F: 2 clusters Score -6927247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -6887577.500000 Penalty: 3572.065674
	Iteration 0F: 3 clusters Score -6887578 nChanged 27995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -6903669.500000 Penalty: 3572.065674
	Iteration 1F: 3 clusters Score -6903670 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -6904248.000000 Penalty: 3572.065674
	Iteration 2Q: 3 clusters Score -6904248 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -6905025.000000 Penalty: 3572.065674
	Iteration 3Q: 3 clusters Score -6905025 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -6906170.000000 Penalty: 3572.065674
	Iteration 4Q: 3 clusters Score -6906170 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -6908040.000000 Penalty: 3572.065674
	Iteration 5F: 3 clusters Score -6908040 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -6910846.500000 Penalty: 3572.065674
	Iteration 6F: 3 clusters Score -6910846 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -6914373.500000 Penalty: 3572.065674
	Iteration 7F: 3 clusters Score -6914374 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -6918161.000000 Penalty: 3572.065674
	Iteration 8F: 3 clusters Score -6918161 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -6921492.500000 Penalty: 3572.065674
	Iteration 9Q: 3 clusters Score -6921492 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -6923519.000000 Penalty: 3572.065674
	Iteration 10Q: 3 clusters Score -6923519 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -6924350.500000 Penalty: 3572.065674
	Iteration 11Q: 3 clusters Score -6924350 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -6924724.000000 Penalty: 3572.065674
	Iteration 12Q: 3 clusters Score -6924724 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -6924993.000000 Penalty: 3572.065674
	Iteration 13Q: 3 clusters Score -6924993 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -6925191.000000 Penalty: 3572.065674
	Iteration 14Q: 3 clusters Score -6925191 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -6925325.500000 Penalty: 3572.065674
	Iteration 15Q: 3 clusters Score -6925326 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -6925414.000000 Penalty: 3572.065674
	Iteration 16Q: 3 clusters Score -6925414 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6925465.000000 Penalty: 3572.065674
	Iteration 17Q: 3 clusters Score -6925465 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -6925521.000000 Penalty: 3572.065674
	Iteration 18Q: 3 clusters Score -6925521 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -6925567.500000 Penalty: 3572.065674
	Iteration 19Q: 3 clusters Score -6925568 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -6925588.500000 Penalty: 3572.065674
	Iteration 20F: 3 clusters Score -6925588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -6925603.000000 Penalty: 3572.065674
	Iteration 21Q: 3 clusters Score -6925603 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -6925637.500000 Penalty: 3572.065674
	Iteration 22Q: 3 clusters Score -6925638 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -6925660.000000 Penalty: 3572.065674
	Iteration 23Q: 3 clusters Score -6925660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -6925664.500000 Penalty: 3572.065674
	Iteration 24Q: 3 clusters Score -6925664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -6925679.000000 Penalty: 3572.065674
	Iteration 25Q: 3 clusters Score -6925679 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -6925701.000000 Penalty: 3572.065674
	Iteration 26Q: 3 clusters Score -6925701 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -6925710.000000 Penalty: 3572.065674
	Iteration 27Q: 3 clusters Score -6925710 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -6925703.000000 Penalty: 3572.065674
	Iteration 28Q: 3 clusters Score -6925703 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 55353 members 
Entering Unmasked Estep 
Score: -6925704.500000 Penalty: 3572.065674
	Iteration 29Q: 3 clusters Score -6925704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -6925701.500000 Penalty: 3572.065674
	Iteration 30Q: 3 clusters Score -6925702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -6925691.500000 Penalty: 3572.065674
	Iteration 31Q: 3 clusters Score -6925692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -6925704.000000 Penalty: 3572.065674
	Iteration 32Q: 3 clusters Score -6925704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -6925720.500000 Penalty: 3572.065674
	Iteration 33Q: 3 clusters Score -6925720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -6925741.000000 Penalty: 3572.065674
	Iteration 34Q: 3 clusters Score -6925741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -6925737.500000 Penalty: 3572.065674
	Iteration 35Q: 3 clusters Score -6925738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -6925749.000000 Penalty: 3572.065674
	Iteration 36Q: 3 clusters Score -6925749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -6925755.000000 Penalty: 3572.065674
	Iteration 37Q: 3 clusters Score -6925755 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -6925759.500000 Penalty: 3572.065674
	Iteration 38Q: 3 clusters Score -6925760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -6925763.000000 Penalty: 3572.065674
	Iteration 39Q: 3 clusters Score -6925763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -6925776.500000 Penalty: 3572.065674
	Iteration 40F: 3 clusters Score -6925776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -6925786.000000 Penalty: 3572.065674
	Iteration 41Q: 3 clusters Score -6925786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -6925791.500000 Penalty: 3572.065674
	Iteration 42Q: 3 clusters Score -6925792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -6925798.000000 Penalty: 3572.065674
	Iteration 43Q: 3 clusters Score -6925798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -6925799.500000 Penalty: 3572.065674
	Iteration 44Q: 3 clusters Score -6925800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -6925799.500000 Penalty: 3572.065674
	Iteration 45Q: 3 clusters Score -6925800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -6925804.500000 Penalty: 3572.065674
	Iteration 46Q: 3 clusters Score -6925804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -6925814.500000 Penalty: 3572.065674
	Iteration 47Q: 3 clusters Score -6925814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -6925811.500000 Penalty: 3572.065674
	Iteration 48Q: 3 clusters Score -6925812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -6925818.500000 Penalty: 3572.065674
	Iteration 49Q: 3 clusters Score -6925818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -6925817.000000 Penalty: 3572.065674
	Iteration 50Q: 3 clusters Score -6925817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -6925819.500000 Penalty: 3572.065674
	Iteration 51Q: 3 clusters Score -6925820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -6925816.500000 Penalty: 3572.065674
	Iteration 52Q: 3 clusters Score -6925816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -6925820.500000 Penalty: 3572.065674
	Iteration 53Q: 3 clusters Score -6925820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -6925825.500000 Penalty: 3572.065674
	Iteration 54Q: 3 clusters Score -6925826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -6925831.000000 Penalty: 3572.065674
	Iteration 55Q: 3 clusters Score -6925831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -6925826.500000 Penalty: 3572.065674
	Iteration 56Q: 3 clusters Score -6925826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -6925828.000000 Penalty: 3572.065674
	Iteration 57Q: 3 clusters Score -6925828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -6925829.000000 Penalty: 3572.065674
	Iteration 58Q: 3 clusters Score -6925829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -6925837.000000 Penalty: 3572.065674
	Iteration 59Q: 3 clusters Score -6925837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -6925832.000000 Penalty: 3572.065674
	Iteration 60F: 3 clusters Score -6925832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -6925837.000000 Penalty: 3572.065674
	Iteration 61Q: 3 clusters Score -6925837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -6925837.000000 Penalty: 3572.065674
	Iteration 62F: 3 clusters Score -6925837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Entering Unmasked Estep 
Score: -1443012.125000 Penalty: 1534.673950
	Iteration 0F: 2 clusters Score -1443012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1434068.625000 Penalty: 3069.347900
	Iteration 0F: 3 clusters Score -1434069 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1437119.500000 Penalty: 3069.347900
	Iteration 1F: 3 clusters Score -1437120 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1437447.000000 Penalty: 3069.347900
	Iteration 2F: 3 clusters Score -1437447 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1437772.500000 Penalty: 3069.347900
	Iteration 3F: 3 clusters Score -1437772 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1438112.375000 Penalty: 3069.347900
	Iteration 4Q: 3 clusters Score -1438112 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1438382.875000 Penalty: 3069.347900
	Iteration 5Q: 3 clusters Score -1438383 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1438656.625000 Penalty: 3069.347900
	Iteration 6Q: 3 clusters Score -1438657 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1438975.250000 Penalty: 3069.347900
	Iteration 7Q: 3 clusters Score -1438975 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1439346.875000 Penalty: 3069.347900
	Iteration 8Q: 3 clusters Score -1439347 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1439713.125000 Penalty: 3069.347900
	Iteration 9Q: 3 clusters Score -1439713 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1439972.375000 Penalty: 3069.347900
	Iteration 10Q: 3 clusters Score -1439972 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1440129.625000 Penalty: 3069.347900
	Iteration 11Q: 3 clusters Score -1440130 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1440240.250000 Penalty: 3069.347900
	Iteration 12Q: 3 clusters Score -1440240 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1440326.625000 Penalty: 3069.347900
	Iteration 13Q: 3 clusters Score -1440327 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1440397.750000 Penalty: 3069.347900
	Iteration 14Q: 3 clusters Score -1440398 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1440495.375000 Penalty: 3069.347900
	Iteration 15Q: 3 clusters Score -1440495 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1440592.000000 Penalty: 3069.347900
	Iteration 16Q: 3 clusters Score -1440592 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1440708.500000 Penalty: 3069.347900
	Iteration 17Q: 3 clusters Score -1440708 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1440844.000000 Penalty: 3069.347900
	Iteration 18Q: 3 clusters Score -1440844 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1440998.875000 Penalty: 3069.347900
	Iteration 19Q: 3 clusters Score -1440999 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1441167.375000 Penalty: 3069.347900
	Iteration 20F: 3 clusters Score -1441167 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1441324.875000 Penalty: 3069.347900
	Iteration 21Q: 3 clusters Score -1441325 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1441482.500000 Penalty: 3069.347900
	Iteration 22Q: 3 clusters Score -1441482 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1441619.625000 Penalty: 3069.347900
	Iteration 23Q: 3 clusters Score -1441620 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1441752.500000 Penalty: 3069.347900
	Iteration 24Q: 3 clusters Score -1441752 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1441865.000000 Penalty: 3069.347900
	Iteration 25Q: 3 clusters Score -1441865 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1441972.875000 Penalty: 3069.347900
	Iteration 26Q: 3 clusters Score -1441973 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1442058.125000 Penalty: 3069.347900
	Iteration 27Q: 3 clusters Score -1442058 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1442121.750000 Penalty: 3069.347900
	Iteration 28Q: 3 clusters Score -1442122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1442171.125000 Penalty: 3069.347900
	Iteration 29Q: 3 clusters Score -1442171 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1442220.625000 Penalty: 3069.347900
	Iteration 30Q: 3 clusters Score -1442221 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1442267.250000 Penalty: 3069.347900
	Iteration 31Q: 3 clusters Score -1442267 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1442308.000000 Penalty: 3069.347900
	Iteration 32Q: 3 clusters Score -1442308 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1442377.500000 Penalty: 3069.347900
	Iteration 33Q: 3 clusters Score -1442378 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1442449.375000 Penalty: 3069.347900
	Iteration 34Q: 3 clusters Score -1442449 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1442534.625000 Penalty: 3069.347900
	Iteration 35Q: 3 clusters Score -1442535 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1442599.375000 Penalty: 3069.347900
	Iteration 36Q: 3 clusters Score -1442599 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1442668.875000 Penalty: 3069.347900
	Iteration 37Q: 3 clusters Score -1442669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1442697.125000 Penalty: 3069.347900
	Iteration 38Q: 3 clusters Score -1442697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1442712.625000 Penalty: 3069.347900
	Iteration 39Q: 3 clusters Score -1442713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1442727.625000 Penalty: 3069.347900
	Iteration 40F: 3 clusters Score -1442728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1442742.625000 Penalty: 3069.347900
	Iteration 41Q: 3 clusters Score -1442743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1442753.875000 Penalty: 3069.347900
	Iteration 42Q: 3 clusters Score -1442754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1442761.750000 Penalty: 3069.347900
	Iteration 43Q: 3 clusters Score -1442762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1442765.125000 Penalty: 3069.347900
	Iteration 44Q: 3 clusters Score -1442765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1442770.250000 Penalty: 3069.347900
	Iteration 45Q: 3 clusters Score -1442770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1442771.250000 Penalty: 3069.347900
	Iteration 46Q: 3 clusters Score -1442771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1442773.000000 Penalty: 3069.347900
	Iteration 47Q: 3 clusters Score -1442773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1442775.375000 Penalty: 3069.347900
	Iteration 48Q: 3 clusters Score -1442775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1442779.750000 Penalty: 3069.347900
	Iteration 49Q: 3 clusters Score -1442780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1442781.250000 Penalty: 3069.347900
	Iteration 50Q: 3 clusters Score -1442781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1442781.500000 Penalty: 3069.347900
	Iteration 51Q: 3 clusters Score -1442782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1442783.875000 Penalty: 3069.347900
	Iteration 52Q: 3 clusters Score -1442784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1442786.125000 Penalty: 3069.347900
	Iteration 53Q: 3 clusters Score -1442786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1442788.125000 Penalty: 3069.347900
	Iteration 54Q: 3 clusters Score -1442788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1442789.750000 Penalty: 3069.347900
	Iteration 55Q: 3 clusters Score -1442790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1442789.500000 Penalty: 3069.347900
	Iteration 56Q: 3 clusters Score -1442790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1442789.375000 Penalty: 3069.347900
	Iteration 57Q: 3 clusters Score -1442789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1442789.375000 Penalty: 3069.347900
	Iteration 58F: 3 clusters Score -1442789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Entering Unmasked Estep 
Score: -4140854.250000 Penalty: 1703.622314
	Iteration 0F: 2 clusters Score -4140854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4116786.000000 Penalty: 3407.244629
	Iteration 0F: 3 clusters Score -4116786 nChanged 16597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4126307.250000 Penalty: 3407.244629
	Iteration 1F: 3 clusters Score -4126307 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -4126923.250000 Penalty: 3407.244629
	Iteration 2Q: 3 clusters Score -4126923 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4127700.250000 Penalty: 3407.244629
	Iteration 3F: 3 clusters Score -4127700 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -4128749.500000 Penalty: 3407.244629
	Iteration 4F: 3 clusters Score -4128750 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -4130197.500000 Penalty: 3407.244629
	Iteration 5F: 3 clusters Score -4130198 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -4132210.000000 Penalty: 3407.244629
	Iteration 6F: 3 clusters Score -4132210 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -4134484.000000 Penalty: 3407.244629
	Iteration 7F: 3 clusters Score -4134484 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4136445.250000 Penalty: 3407.244629
	Iteration 8F: 3 clusters Score -4136445 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -4137791.250000 Penalty: 3407.244629
	Iteration 9Q: 3 clusters Score -4137791 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4138520.750000 Penalty: 3407.244629
	Iteration 10Q: 3 clusters Score -4138521 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -4138950.750000 Penalty: 3407.244629
	Iteration 11Q: 3 clusters Score -4138951 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4139166.750000 Penalty: 3407.244629
	Iteration 12Q: 3 clusters Score -4139167 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4139291.250000 Penalty: 3407.244629
	Iteration 13Q: 3 clusters Score -4139291 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -4139381.250000 Penalty: 3407.244629
	Iteration 14Q: 3 clusters Score -4139381 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -4139471.750000 Penalty: 3407.244629
	Iteration 15Q: 3 clusters Score -4139472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4139521.000000 Penalty: 3407.244629
	Iteration 16Q: 3 clusters Score -4139521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4139552.500000 Penalty: 3407.244629
	Iteration 17Q: 3 clusters Score -4139552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -4139572.000000 Penalty: 3407.244629
	Iteration 18Q: 3 clusters Score -4139572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4139593.500000 Penalty: 3407.244629
	Iteration 19Q: 3 clusters Score -4139594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4139601.250000 Penalty: 3407.244629
	Iteration 20F: 3 clusters Score -4139601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -4139608.000000 Penalty: 3407.244629
	Iteration 21Q: 3 clusters Score -4139608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4139611.000000 Penalty: 3407.244629
	Iteration 22Q: 3 clusters Score -4139611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -4139607.750000 Penalty: 3407.244629
	Iteration 23Q: 3 clusters Score -4139608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -4139611.750000 Penalty: 3407.244629
	Iteration 24Q: 3 clusters Score -4139612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4139611.000000 Penalty: 3407.244629
	Iteration 25Q: 3 clusters Score -4139611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4139611.000000 Penalty: 3407.244629
	Iteration 26F: 3 clusters Score -4139611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (107035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107035 members 
Entering Unmasked Estep 
Score: -12514458.000000 Penalty: 1881.898193
	Iteration 0F: 2 clusters Score -1.251446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -12446225.000000 Penalty: 3763.796387
	Iteration 0F: 3 clusters Score -1.244622e+07 nChanged 51475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -12476312.000000 Penalty: 3763.796387
	Iteration 1F: 3 clusters Score -1.247631e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -12477868.000000 Penalty: 3763.796387
	Iteration 2Q: 3 clusters Score -1.247787e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -12480478.000000 Penalty: 3763.796387
	Iteration 3F: 3 clusters Score -1.248048e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -12485189.000000 Penalty: 3763.796387
	Iteration 4F: 3 clusters Score -1.248519e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -12492211.000000 Penalty: 3763.796387
	Iteration 5F: 3 clusters Score -1.249221e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -12500050.000000 Penalty: 3763.796387
	Iteration 6F: 3 clusters Score -1.250005e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -12506189.000000 Penalty: 3763.796387
	Iteration 7F: 3 clusters Score -1.250619e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 103531 members 
Entering Unmasked Estep 
Score: -12510320.000000 Penalty: 3763.796387
	Iteration 8Q: 3 clusters Score -1.251032e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 105237 members 
Entering Unmasked Estep 
Score: -12511879.000000 Penalty: 3763.796387
	Iteration 9Q: 3 clusters Score -1.251188e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -12512455.000000 Penalty: 3763.796387
	Iteration 10Q: 3 clusters Score -1.251246e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -12512697.000000 Penalty: 3763.796387
	Iteration 11Q: 3 clusters Score -1.25127e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 106572 members 
Entering Unmasked Estep 
Score: -12512789.000000 Penalty: 3763.796387
	Iteration 12Q: 3 clusters Score -1.251279e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -12512853.000000 Penalty: 3763.796387
	Iteration 13Q: 3 clusters Score -1.251285e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -12512896.000000 Penalty: 3763.796387
	Iteration 14Q: 3 clusters Score -1.25129e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -12512935.000000 Penalty: 3763.796387
	Iteration 15Q: 3 clusters Score -1.251294e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 106707 members 
Entering Unmasked Estep 
Score: -12512965.000000 Penalty: 3763.796387
	Iteration 16Q: 3 clusters Score -1.251296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 106715 members 
Entering Unmasked Estep 
Score: -12512981.000000 Penalty: 3763.796387
	Iteration 17Q: 3 clusters Score -1.251298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 106721 members 
Entering Unmasked Estep 
Score: -12512987.000000 Penalty: 3763.796387
	Iteration 18Q: 3 clusters Score -1.251299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -12512992.000000 Penalty: 3763.796387
	Iteration 19Q: 3 clusters Score -1.251299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -12513001.000000 Penalty: 3763.796387
	Iteration 20F: 3 clusters Score -1.2513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 106730 members 
Entering Unmasked Estep 
Score: -12513006.000000 Penalty: 3763.796387
	Iteration 21Q: 3 clusters Score -1.251301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 106733 members 
Entering Unmasked Estep 
Score: -12513014.000000 Penalty: 3763.796387
	Iteration 22Q: 3 clusters Score -1.251301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 106736 members 
Entering Unmasked Estep 
Score: -12513019.000000 Penalty: 3763.796387
	Iteration 23Q: 3 clusters Score -1.251302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -12513027.000000 Penalty: 3763.796387
	Iteration 24Q: 3 clusters Score -1.251303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -12513018.000000 Penalty: 3763.796387
	Iteration 25Q: 3 clusters Score -1.251302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 106740 members 
Entering Unmasked Estep 
Score: -12513025.000000 Penalty: 3763.796387
	Iteration 26Q: 3 clusters Score -1.251302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 106743 members 
Entering Unmasked Estep 
Score: -12513023.000000 Penalty: 3763.796387
	Iteration 27Q: 3 clusters Score -1.251302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -12513022.000000 Penalty: 3763.796387
	Iteration 28Q: 3 clusters Score -1.251302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -12513022.000000 Penalty: 3763.796387
	Iteration 29Q: 3 clusters Score -1.251302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -12513023.000000 Penalty: 3763.796387
	Iteration 30Q: 3 clusters Score -1.251302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 106742 members 
Entering Unmasked Estep 
Score: -12513032.000000 Penalty: 3763.796387
	Iteration 31Q: 3 clusters Score -1.251303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -12513031.000000 Penalty: 3763.796387
	Iteration 32Q: 3 clusters Score -1.251303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 106741 members 
Entering Unmasked Estep 
Score: -12513031.000000 Penalty: 3763.796387
	Iteration 33F: 3 clusters Score -1.251303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (87788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Entering Unmasked Estep 
Score: -10272584.000000 Penalty: 1849.685547
	Iteration 0F: 2 clusters Score -1.027258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -10215343.000000 Penalty: 3699.371094
	Iteration 0F: 3 clusters Score -1.021534e+07 nChanged 41973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -10239675.000000 Penalty: 3699.371094
	Iteration 1F: 3 clusters Score -1.023968e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -10240695.000000 Penalty: 3699.371094
	Iteration 2Q: 3 clusters Score -1.02407e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -10242479.000000 Penalty: 3699.371094
	Iteration 3Q: 3 clusters Score -1.024248e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -10245610.000000 Penalty: 3699.371094
	Iteration 4F: 3 clusters Score -1.024561e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -10250753.000000 Penalty: 3699.371094
	Iteration 5F: 3 clusters Score -1.025075e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -10257633.000000 Penalty: 3699.371094
	Iteration 6F: 3 clusters Score -1.025763e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -10264373.000000 Penalty: 3699.371094
	Iteration 7F: 3 clusters Score -1.026437e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -10268317.000000 Penalty: 3699.371094
	Iteration 8F: 3 clusters Score -1.026832e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -10270006.000000 Penalty: 3699.371094
	Iteration 9Q: 3 clusters Score -1.027001e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -10270556.000000 Penalty: 3699.371094
	Iteration 10Q: 3 clusters Score -1.027056e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -10270756.000000 Penalty: 3699.371094
	Iteration 11Q: 3 clusters Score -1.027076e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -10270838.000000 Penalty: 3699.371094
	Iteration 12Q: 3 clusters Score -1.027084e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 87527 members 
Entering Unmasked Estep 
Score: -10270876.000000 Penalty: 3699.371094
	Iteration 13Q: 3 clusters Score -1.027088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -10270909.000000 Penalty: 3699.371094
	Iteration 14Q: 3 clusters Score -1.027091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -10270926.000000 Penalty: 3699.371094
	Iteration 15Q: 3 clusters Score -1.027093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -10270935.000000 Penalty: 3699.371094
	Iteration 16Q: 3 clusters Score -1.027094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -10270942.000000 Penalty: 3699.371094
	Iteration 17Q: 3 clusters Score -1.027094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -10270943.000000 Penalty: 3699.371094
	Iteration 18Q: 3 clusters Score -1.027094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -10270944.000000 Penalty: 3699.371094
	Iteration 19Q: 3 clusters Score -1.027094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -10270948.000000 Penalty: 3699.371094
	Iteration 20F: 3 clusters Score -1.027095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -10270948.000000 Penalty: 3699.371094
	Iteration 21Q: 3 clusters Score -1.027095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -10270960.000000 Penalty: 3699.371094
	Iteration 22Q: 3 clusters Score -1.027096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -10270961.000000 Penalty: 3699.371094
	Iteration 23Q: 3 clusters Score -1.027096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -10270957.000000 Penalty: 3699.371094
	Iteration 24Q: 3 clusters Score -1.027096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -10270957.000000 Penalty: 3699.371094
	Iteration 25F: 3 clusters Score -1.027096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Entering Unmasked Estep 
Score: -662604.000000 Penalty: 1419.679565
	Iteration 0F: 2 clusters Score -662604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -657828.625000 Penalty: 2839.359131
	Iteration 0F: 3 clusters Score -657828.6 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -659238.812500 Penalty: 2839.359131
	Iteration 1F: 3 clusters Score -659238.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -659563.500000 Penalty: 2839.359131
	Iteration 2F: 3 clusters Score -659563.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -659953.437500 Penalty: 2839.359131
	Iteration 3F: 3 clusters Score -659953.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -660392.000000 Penalty: 2839.359131
	Iteration 4F: 3 clusters Score -660392 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -660855.750000 Penalty: 2839.359131
	Iteration 5F: 3 clusters Score -660855.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -661226.750000 Penalty: 2839.359131
	Iteration 6F: 3 clusters Score -661226.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -661516.812500 Penalty: 2839.359131
	Iteration 7F: 3 clusters Score -661516.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -661704.000000 Penalty: 2839.359131
	Iteration 8Q: 3 clusters Score -661704 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -661805.375000 Penalty: 2839.359131
	Iteration 9Q: 3 clusters Score -661805.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -661839.750000 Penalty: 2839.359131
	Iteration 10Q: 3 clusters Score -661839.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -661854.625000 Penalty: 2839.359131
	Iteration 11Q: 3 clusters Score -661854.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -661868.375000 Penalty: 2839.359131
	Iteration 12Q: 3 clusters Score -661868.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -661876.062500 Penalty: 2839.359131
	Iteration 13Q: 3 clusters Score -661876.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -661884.062500 Penalty: 2839.359131
	Iteration 14Q: 3 clusters Score -661884.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -661890.437500 Penalty: 2839.359131
	Iteration 15Q: 3 clusters Score -661890.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -661898.250000 Penalty: 2839.359131
	Iteration 16Q: 3 clusters Score -661898.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -661906.000000 Penalty: 2839.359131
	Iteration 17Q: 3 clusters Score -661906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -661912.437500 Penalty: 2839.359131
	Iteration 18Q: 3 clusters Score -661912.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -661920.000000 Penalty: 2839.359131
	Iteration 19Q: 3 clusters Score -661920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -661928.375000 Penalty: 2839.359131
	Iteration 20F: 3 clusters Score -661928.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -661936.125000 Penalty: 2839.359131
	Iteration 21Q: 3 clusters Score -661936.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -661939.437500 Penalty: 2839.359131
	Iteration 22Q: 3 clusters Score -661939.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -661946.125000 Penalty: 2839.359131
	Iteration 23Q: 3 clusters Score -661946.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -661950.937500 Penalty: 2839.359131
	Iteration 24Q: 3 clusters Score -661950.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -661955.750000 Penalty: 2839.359131
	Iteration 25Q: 3 clusters Score -661955.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -661957.562500 Penalty: 2839.359131
	Iteration 26Q: 3 clusters Score -661957.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -661962.750000 Penalty: 2839.359131
	Iteration 27Q: 3 clusters Score -661962.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -661962.750000 Penalty: 2839.359131
	Iteration 28Q: 3 clusters Score -661962.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -661966.000000 Penalty: 2839.359131
	Iteration 29Q: 3 clusters Score -661966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -661968.187500 Penalty: 2839.359131
	Iteration 30Q: 3 clusters Score -661968.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -661970.312500 Penalty: 2839.359131
	Iteration 31Q: 3 clusters Score -661970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -661970.875000 Penalty: 2839.359131
	Iteration 32Q: 3 clusters Score -661970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -661970.500000 Penalty: 2839.359131
	Iteration 33Q: 3 clusters Score -661970.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -661969.812500 Penalty: 2839.359131
	Iteration 34Q: 3 clusters Score -661969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -661973.125000 Penalty: 2839.359131
	Iteration 35Q: 3 clusters Score -661973.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -661975.687500 Penalty: 2839.359131
	Iteration 36Q: 3 clusters Score -661975.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -661977.125000 Penalty: 2839.359131
	Iteration 37Q: 3 clusters Score -661977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -661978.375000 Penalty: 2839.359131
	Iteration 38Q: 3 clusters Score -661978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -661978.000000 Penalty: 2839.359131
	Iteration 39Q: 3 clusters Score -661978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -661978.500000 Penalty: 2839.359131
	Iteration 40F: 3 clusters Score -661978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -661978.812500 Penalty: 2839.359131
	Iteration 41Q: 3 clusters Score -661978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -661978.687500 Penalty: 2839.359131
	Iteration 42Q: 3 clusters Score -661978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -661978.812500 Penalty: 2839.359131
	Iteration 43Q: 3 clusters Score -661978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -661979.500000 Penalty: 2839.359131
	Iteration 44Q: 3 clusters Score -661979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -661979.500000 Penalty: 2839.359131
	Iteration 45Q: 3 clusters Score -661979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -661980.062500 Penalty: 2839.359131
	Iteration 46Q: 3 clusters Score -661980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -661981.000000 Penalty: 2839.359131
	Iteration 47Q: 3 clusters Score -661981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -661981.125000 Penalty: 2839.359131
	Iteration 48Q: 3 clusters Score -661981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -661980.875000 Penalty: 2839.359131
	Iteration 49Q: 3 clusters Score -661980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -661980.937500 Penalty: 2839.359131
	Iteration 50Q: 3 clusters Score -661980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -661981.437500 Penalty: 2839.359131
	Iteration 51Q: 3 clusters Score -661981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -661982.562500 Penalty: 2839.359131
	Iteration 52Q: 3 clusters Score -661982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -661982.062500 Penalty: 2839.359131
	Iteration 53Q: 3 clusters Score -661982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -661983.062500 Penalty: 2839.359131
	Iteration 54Q: 3 clusters Score -661983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -661983.375000 Penalty: 2839.359131
	Iteration 55Q: 3 clusters Score -661983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -661982.875000 Penalty: 2839.359131
	Iteration 56Q: 3 clusters Score -661982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -661982.687500 Penalty: 2839.359131
	Iteration 57Q: 3 clusters Score -661982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -661984.062500 Penalty: 2839.359131
	Iteration 58Q: 3 clusters Score -661984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -661984.062500 Penalty: 2839.359131
	Iteration 59F: 3 clusters Score -661984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1721228.250000 Penalty: 1559.638794
	Iteration 0F: 2 clusters Score -1721228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1711026.750000 Penalty: 3119.277588
	Iteration 0F: 3 clusters Score -1711027 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1714485.375000 Penalty: 3119.277588
	Iteration 1F: 3 clusters Score -1714485 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1714768.375000 Penalty: 3119.277588
	Iteration 2F: 3 clusters Score -1714768 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1715020.000000 Penalty: 3119.277588
	Iteration 3Q: 3 clusters Score -1715020 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1715265.375000 Penalty: 3119.277588
	Iteration 4Q: 3 clusters Score -1715265 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1715502.375000 Penalty: 3119.277588
	Iteration 5Q: 3 clusters Score -1715502 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1715767.625000 Penalty: 3119.277588
	Iteration 6Q: 3 clusters Score -1715768 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1716115.875000 Penalty: 3119.277588
	Iteration 7Q: 3 clusters Score -1716116 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1716619.250000 Penalty: 3119.277588
	Iteration 8Q: 3 clusters Score -1716619 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1717284.375000 Penalty: 3119.277588
	Iteration 9F: 3 clusters Score -1717284 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1718061.625000 Penalty: 3119.277588
	Iteration 10F: 3 clusters Score -1718062 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1718686.625000 Penalty: 3119.277588
	Iteration 11Q: 3 clusters Score -1718687 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1718981.625000 Penalty: 3119.277588
	Iteration 12Q: 3 clusters Score -1718982 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1719108.125000 Penalty: 3119.277588
	Iteration 13Q: 3 clusters Score -1719108 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1719198.000000 Penalty: 3119.277588
	Iteration 14Q: 3 clusters Score -1719198 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1719263.250000 Penalty: 3119.277588
	Iteration 15Q: 3 clusters Score -1719263 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1719327.625000 Penalty: 3119.277588
	Iteration 16Q: 3 clusters Score -1719328 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1719375.000000 Penalty: 3119.277588
	Iteration 17Q: 3 clusters Score -1719375 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1719409.625000 Penalty: 3119.277588
	Iteration 18Q: 3 clusters Score -1719410 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1719439.750000 Penalty: 3119.277588
	Iteration 19Q: 3 clusters Score -1719440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1719460.750000 Penalty: 3119.277588
	Iteration 20F: 3 clusters Score -1719461 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1719476.875000 Penalty: 3119.277588
	Iteration 21Q: 3 clusters Score -1719477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1719486.500000 Penalty: 3119.277588
	Iteration 22Q: 3 clusters Score -1719486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1719495.125000 Penalty: 3119.277588
	Iteration 23Q: 3 clusters Score -1719495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1719506.125000 Penalty: 3119.277588
	Iteration 24Q: 3 clusters Score -1719506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1719512.250000 Penalty: 3119.277588
	Iteration 25Q: 3 clusters Score -1719512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1719527.000000 Penalty: 3119.277588
	Iteration 26Q: 3 clusters Score -1719527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1719531.000000 Penalty: 3119.277588
	Iteration 27Q: 3 clusters Score -1719531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1719542.750000 Penalty: 3119.277588
	Iteration 28Q: 3 clusters Score -1719543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1719555.375000 Penalty: 3119.277588
	Iteration 29Q: 3 clusters Score -1719555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1719561.250000 Penalty: 3119.277588
	Iteration 30Q: 3 clusters Score -1719561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1719566.375000 Penalty: 3119.277588
	Iteration 31Q: 3 clusters Score -1719566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1719565.250000 Penalty: 3119.277588
	Iteration 32Q: 3 clusters Score -1719565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1719576.000000 Penalty: 3119.277588
	Iteration 33Q: 3 clusters Score -1719576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1719587.375000 Penalty: 3119.277588
	Iteration 34Q: 3 clusters Score -1719587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1719596.000000 Penalty: 3119.277588
	Iteration 35Q: 3 clusters Score -1719596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1719602.250000 Penalty: 3119.277588
	Iteration 36Q: 3 clusters Score -1719602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1719611.125000 Penalty: 3119.277588
	Iteration 37Q: 3 clusters Score -1719611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1719618.375000 Penalty: 3119.277588
	Iteration 38Q: 3 clusters Score -1719618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1719623.500000 Penalty: 3119.277588
	Iteration 39Q: 3 clusters Score -1719624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1719618.125000 Penalty: 3119.277588
	Iteration 40F: 3 clusters Score -1719618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1719621.000000 Penalty: 3119.277588
	Iteration 41Q: 3 clusters Score -1719621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1719625.000000 Penalty: 3119.277588
	Iteration 42Q: 3 clusters Score -1719625 nChanged 5
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: -1719627.250000 Penalty: 3119.277588
	Iteration 43Q: 3 clusters Score -1719627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1719627.500000 Penalty: 3119.277588
	Iteration 44Q: 3 clusters Score -1719628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1719626.125000 Penalty: 3119.277588
	Iteration 45Q: 3 clusters Score -1719626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1719625.125000 Penalty: 3119.277588
	Iteration 46Q: 3 clusters Score -1719625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1719625.125000 Penalty: 3119.277588
	Iteration 47F: 3 clusters Score -1719625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -300495.843750 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -300495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -298001.593750 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -298001.6 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -298580.000000 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -298580 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -298685.812500 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -298685.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -298744.031250 Penalty: 2556.435547
	Iteration 3Q: 3 clusters Score -298744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -298791.718750 Penalty: 2556.435547
	Iteration 4Q: 3 clusters Score -298791.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -298825.718750 Penalty: 2556.435547
	Iteration 5Q: 3 clusters Score -298825.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -298861.843750 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -298861.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -298888.562500 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -298888.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -298905.937500 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -298905.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -298921.625000 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -298921.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -298931.937500 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -298931.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -298939.656250 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -298939.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -298944.343750 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -298944.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -298946.531250 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -298946.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -298948.125000 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -298948.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -298952.625000 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -298952.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -298956.562500 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -298956.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -298964.000000 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -298964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -298971.437500 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -298971.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -298976.750000 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -298976.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -298981.750000 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -298981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -298984.750000 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -298984.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -298991.500000 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -298991.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -298994.218750 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -298994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -298998.406250 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -298998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -299001.156250 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -299001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -299003.906250 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -299003.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -299007.218750 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -299007.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -299010.625000 Penalty: 2556.435547
	Iteration 28Q: 3 clusters Score -299010.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -299014.281250 Penalty: 2556.435547
	Iteration 29Q: 3 clusters Score -299014.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -299018.875000 Penalty: 2556.435547
	Iteration 30Q: 3 clusters Score -299018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -299022.468750 Penalty: 2556.435547
	Iteration 31Q: 3 clusters Score -299022.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -299024.281250 Penalty: 2556.435547
	Iteration 32Q: 3 clusters Score -299024.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -299028.593750 Penalty: 2556.435547
	Iteration 33Q: 3 clusters Score -299028.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -299032.843750 Penalty: 2556.435547
	Iteration 34Q: 3 clusters Score -299032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -299034.562500 Penalty: 2556.435547
	Iteration 35Q: 3 clusters Score -299034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -299036.031250 Penalty: 2556.435547
	Iteration 36Q: 3 clusters Score -299036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -299036.031250 Penalty: 2556.435547
	Iteration 37F: 3 clusters Score -299036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -43347.691406 Penalty: 989.469849
	Iteration 0F: 2 clusters Score -43347.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42427.210938 Penalty: 1978.939697
	Iteration 0F: 3 clusters Score -42427.21 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42646.554688 Penalty: 1978.939697
	Iteration 1F: 3 clusters Score -42646.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42732.464844 Penalty: 1978.939697
	Iteration 2F: 3 clusters Score -42732.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -42851.250000 Penalty: 1978.939697
	Iteration 3F: 3 clusters Score -42851.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -42933.003906 Penalty: 1978.939697
	Iteration 4F: 3 clusters Score -42933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43019.390625 Penalty: 1978.939697
	Iteration 5Q: 3 clusters Score -43019.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -43049.359375 Penalty: 1978.939697
	Iteration 6Q: 3 clusters Score -43049.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43069.140625 Penalty: 1978.939697
	Iteration 7Q: 3 clusters Score -43069.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43075.617188 Penalty: 1978.939697
	Iteration 8Q: 3 clusters Score -43075.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43089.417969 Penalty: 1978.939697
	Iteration 9Q: 3 clusters Score -43089.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43096.726562 Penalty: 1978.939697
	Iteration 10Q: 3 clusters Score -43096.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43096.726562 Penalty: 1978.939697
	Iteration 11F: 3 clusters Score -43096.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -11671.138672 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -11671.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11202.971680 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -11202.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11277.851562 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -11277.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11294.501953 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -11294.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11318.241211 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -11318.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11345.733398 Penalty: 1612.924561
	Iteration 4Q: 3 clusters Score -11345.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -11360.177734 Penalty: 1612.924561
	Iteration 5Q: 3 clusters Score -11360.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -11369.564453 Penalty: 1612.924561
	Iteration 6Q: 3 clusters Score -11369.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -11388.814453 Penalty: 1612.924561
	Iteration 7Q: 3 clusters Score -11388.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -11402.057617 Penalty: 1612.924561
	Iteration 8Q: 3 clusters Score -11402.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -11408.664062 Penalty: 1612.924561
	Iteration 9Q: 3 clusters Score -11408.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -11408.664062 Penalty: 1612.924561
	Iteration 10F: 3 clusters Score -11408.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -114881.375000 Penalty: 1122.672607
	Iteration 0F: 2 clusters Score -114881.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113410.359375 Penalty: 2245.345215
	Iteration 0F: 3 clusters Score -113410.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113662.140625 Penalty: 2245.345215
	Iteration 1F: 3 clusters Score -113662.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113716.664062 Penalty: 2245.345215
	Iteration 2F: 3 clusters Score -113716.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113742.882812 Penalty: 2245.345215
	Iteration 3Q: 3 clusters Score -113742.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113757.734375 Penalty: 2245.345215
	Iteration 4Q: 3 clusters Score -113757.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113770.937500 Penalty: 2245.345215
	Iteration 5Q: 3 clusters Score -113770.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113781.820312 Penalty: 2245.345215
	Iteration 6Q: 3 clusters Score -113781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113787.695312 Penalty: 2245.345215
	Iteration 7Q: 3 clusters Score -113787.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113792.664062 Penalty: 2245.345215
	Iteration 8Q: 3 clusters Score -113792.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -113796.929688 Penalty: 2245.345215
	Iteration 9Q: 3 clusters Score -113796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113798.125000 Penalty: 2245.345215
	Iteration 10Q: 3 clusters Score -113798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -113799.562500 Penalty: 2245.345215
	Iteration 11Q: 3 clusters Score -113799.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -113803.265625 Penalty: 2245.345215
	Iteration 12Q: 3 clusters Score -113803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113805.742188 Penalty: 2245.345215
	Iteration 13Q: 3 clusters Score -113805.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -113811.929688 Penalty: 2245.345215
	Iteration 14Q: 3 clusters Score -113811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113813.875000 Penalty: 2245.345215
	Iteration 15Q: 3 clusters Score -113813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -113814.710938 Penalty: 2245.345215
	Iteration 16Q: 3 clusters Score -113814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113815.507812 Penalty: 2245.345215
	Iteration 17Q: 3 clusters Score -113815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113815.507812 Penalty: 2245.345215
	Iteration 18F: 3 clusters Score -113815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28314 members 
Mstep: Class 4 contains 134909 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 80051 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 1497 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 14 contains 28980 members 
Mstep: Class 15 contains 30218 members 
Mstep: Class 16 contains 19821 members 
Mstep: Class 17 contains 4857 members 
Mstep: Class 18 contains 59336 members 
Mstep: Class 19 contains 12634 members 
Mstep: Class 20 contains 35733 members 
Mstep: Class 21 contains 107035 members 
Mstep: Class 22 contains 87788 members 
Mstep: Class 23 contains 6226 members 
Mstep: Class 24 contains 14732 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210488.000000 Penalty: 61608.199219
Iteration 119Q: 29 clusters Score -8.621049e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28308 members 
Mstep: Class 4 contains 134861 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 80745 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4856 members 
Mstep: Class 9 contains 1486 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 14578 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 4089 members 
Mstep: Class 14 contains 28967 members 
Mstep: Class 15 contains 30222 members 
Mstep: Class 16 contains 19842 members 
Mstep: Class 17 contains 4855 members 
Mstep: Class 18 contains 59104 members 
Mstep: Class 19 contains 12632 members 
Mstep: Class 20 contains 35735 members 
Mstep: Class 21 contains 107005 members 
Mstep: Class 22 contains 87465 members 
Mstep: Class 23 contains 6226 members 
Mstep: Class 24 contains 14733 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 441 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210544.000000 Penalty: 61608.199219
Iteration 120F: 29 clusters Score -8.621054e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28289 members 
Mstep: Class 4 contains 134827 members 
Mstep: Class 5 contains 4846 members 
Mstep: Class 6 contains 81389 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 1475 members 
Mstep: Class 10 contains 4461 members 
Mstep: Class 11 contains 14519 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 4089 members 
Mstep: Class 14 contains 28948 members 
Mstep: Class 15 contains 30219 members 
Mstep: Class 16 contains 19862 members 
Mstep: Class 17 contains 4853 members 
Mstep: Class 18 contains 58885 members 
Mstep: Class 19 contains 12630 members 
Mstep: Class 20 contains 35737 members 
Mstep: Class 21 contains 106946 members 
Mstep: Class 22 contains 87224 members 
Mstep: Class 23 contains 6226 members 
Mstep: Class 24 contains 14738 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210928.000000 Penalty: 61608.199219
Iteration 121Q: 29 clusters Score -8.621093e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28278 members 
Mstep: Class 4 contains 134799 members 
Mstep: Class 5 contains 4855 members 
Mstep: Class 6 contains 81977 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4845 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 14459 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4090 members 
Mstep: Class 14 contains 28925 members 
Mstep: Class 15 contains 30221 members 
Mstep: Class 16 contains 19883 members 
Mstep: Class 17 contains 4854 members 
Mstep: Class 18 contains 58679 members 
Mstep: Class 19 contains 12634 members 
Mstep: Class 20 contains 35739 members 
Mstep: Class 21 contains 106894 members 
Mstep: Class 22 contains 86991 members 
Mstep: Class 23 contains 6228 members 
Mstep: Class 24 contains 14740 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211232.000000 Penalty: 61608.199219
Iteration 122Q: 29 clusters Score -8.621123e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66478 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28273 members 
Mstep: Class 4 contains 134794 members 
Mstep: Class 5 contains 4848 members 
Mstep: Class 6 contains 82543 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4836 members 
Mstep: Class 9 contains 1464 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 14385 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4089 members 
Mstep: Class 14 contains 28910 members 
Mstep: Class 15 contains 30224 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 4854 members 
Mstep: Class 18 contains 58475 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 35751 members 
Mstep: Class 21 contains 106811 members 
Mstep: Class 22 contains 86770 members 
Mstep: Class 23 contains 6229 members 
Mstep: Class 24 contains 14745 members 
Mstep: Class 25 contains 2616 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211296.000000 Penalty: 61608.199219
Iteration 123Q: 29 clusters Score -8.62113e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28275 members 
Mstep: Class 4 contains 134785 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 83100 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4835 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 14315 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4091 members 
Mstep: Class 14 contains 28894 members 
Mstep: Class 15 contains 30227 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 4853 members 
Mstep: Class 18 contains 58279 members 
Mstep: Class 19 contains 12638 members 
Mstep: Class 20 contains 35762 members 
Mstep: Class 21 contains 106748 members 
Mstep: Class 22 contains 86587 members 
Mstep: Class 23 contains 6230 members 
Mstep: Class 24 contains 14747 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211408.000000 Penalty: 61608.199219
Iteration 124Q: 29 clusters Score -8.621141e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 28288 members 
Mstep: Class 4 contains 134757 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 83630 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4830 members 
Mstep: Class 9 contains 1454 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 14236 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4094 members 
Mstep: Class 14 contains 28870 members 
Mstep: Class 15 contains 30232 members 
Mstep: Class 16 contains 19896 members 
Mstep: Class 17 contains 4852 members 
Mstep: Class 18 contains 58085 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 35778 members 
Mstep: Class 21 contains 106650 members 
Mstep: Class 22 contains 86493 members 
Mstep: Class 23 contains 6231 members 
Mstep: Class 24 contains 14745 members 
Mstep: Class 25 contains 2616 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211480.000000 Penalty: 61608.199219
Iteration 125Q: 29 clusters Score -8.621148e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28303 members 
Mstep: Class 4 contains 134732 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 84106 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4829 members 
Mstep: Class 9 contains 1448 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 14155 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 28851 members 
Mstep: Class 15 contains 30237 members 
Mstep: Class 16 contains 19893 members 
Mstep: Class 17 contains 4850 members 
Mstep: Class 18 contains 57838 members 
Mstep: Class 19 contains 12641 members 
Mstep: Class 20 contains 35769 members 
Mstep: Class 21 contains 106591 members 
Mstep: Class 22 contains 86441 members 
Mstep: Class 23 contains 6233 members 
Mstep: Class 24 contains 14741 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211320.000000 Penalty: 61608.199219
Iteration 126Q: 29 clusters Score -8.621132e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28303 members 
Mstep: Class 4 contains 134740 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 84522 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4825 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 14067 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4105 members 
Mstep: Class 14 contains 28824 members 
Mstep: Class 15 contains 30240 members 
Mstep: Class 16 contains 19896 members 
Mstep: Class 17 contains 4850 members 
Mstep: Class 18 contains 57629 members 
Mstep: Class 19 contains 12643 members 
Mstep: Class 20 contains 35768 members 
Mstep: Class 21 contains 106519 members 
Mstep: Class 22 contains 86433 members 
Mstep: Class 23 contains 6233 members 
Mstep: Class 24 contains 14745 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211400.000000 Penalty: 61608.199219
Iteration 127Q: 29 clusters Score -8.62114e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28306 members 
Mstep: Class 4 contains 134770 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 84917 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4822 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 4507 members 
Mstep: Class 11 contains 13992 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4114 members 
Mstep: Class 14 contains 28801 members 
Mstep: Class 15 contains 30241 members 
Mstep: Class 16 contains 19898 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 57422 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 35755 members 
Mstep: Class 21 contains 106436 members 
Mstep: Class 22 contains 86441 members 
Mstep: Class 23 contains 6232 members 
Mstep: Class 24 contains 14742 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211552.000000 Penalty: 61608.199219
Iteration 128Q: 29 clusters Score -8.621155e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28314 members 
Mstep: Class 4 contains 134802 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 85252 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4817 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 13917 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 28776 members 
Mstep: Class 15 contains 30242 members 
Mstep: Class 16 contains 19900 members 
Mstep: Class 17 contains 4847 members 
Mstep: Class 18 contains 57214 members 
Mstep: Class 19 contains 12652 members 
Mstep: Class 20 contains 35739 members 
Mstep: Class 21 contains 106395 members 
Mstep: Class 22 contains 86459 members 
Mstep: Class 23 contains 6232 members 
Mstep: Class 24 contains 14742 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211608.000000 Penalty: 61608.199219
Iteration 129Q: 29 clusters Score -8.621161e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28326 members 
Mstep: Class 4 contains 134826 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 85544 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4813 members 
Mstep: Class 9 contains 1441 members 
Mstep: Class 10 contains 4512 members 
Mstep: Class 11 contains 13853 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 28751 members 
Mstep: Class 15 contains 30249 members 
Mstep: Class 16 contains 19897 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 57019 members 
Mstep: Class 19 contains 12659 members 
Mstep: Class 20 contains 35713 members 
Mstep: Class 21 contains 106349 members 
Mstep: Class 22 contains 86510 members 
Mstep: Class 23 contains 6233 members 
Mstep: Class 24 contains 14740 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211736.000000 Penalty: 61608.199219
Iteration 130Q: 29 clusters Score -8.621174e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28332 members 
Mstep: Class 4 contains 134869 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 85821 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 1440 members 
Mstep: Class 10 contains 4512 members 
Mstep: Class 11 contains 13792 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 28733 members 
Mstep: Class 15 contains 30244 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 56833 members 
Mstep: Class 19 contains 12662 members 
Mstep: Class 20 contains 35707 members 
Mstep: Class 21 contains 106303 members 
Mstep: Class 22 contains 86538 members 
Mstep: Class 23 contains 6235 members 
Mstep: Class 24 contains 14737 members 
Mstep: Class 25 contains 2620 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211880.000000 Penalty: 61608.199219
Iteration 131Q: 29 clusters Score -8.621188e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28338 members 
Mstep: Class 4 contains 134880 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 86160 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 1437 members 
Mstep: Class 10 contains 4520 members 
Mstep: Class 11 contains 13694 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 28716 members 
Mstep: Class 15 contains 30246 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 56633 members 
Mstep: Class 19 contains 12665 members 
Mstep: Class 20 contains 35698 members 
Mstep: Class 21 contains 106223 members 
Mstep: Class 22 contains 86592 members 
Mstep: Class 23 contains 6237 members 
Mstep: Class 24 contains 14732 members 
Mstep: Class 25 contains 2620 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211992.000000 Penalty: 61608.199219
Iteration 132Q: 29 clusters Score -8.621199e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28337 members 
Mstep: Class 4 contains 134891 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 86456 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 4532 members 
Mstep: Class 11 contains 13615 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 28703 members 
Mstep: Class 15 contains 30243 members 
Mstep: Class 16 contains 19914 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 56447 members 
Mstep: Class 19 contains 12666 members 
Mstep: Class 20 contains 35692 members 
Mstep: Class 21 contains 106134 members 
Mstep: Class 22 contains 86679 members 
Mstep: Class 23 contains 6239 members 
Mstep: Class 24 contains 14719 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211936.000000 Penalty: 61608.199219
Iteration 133Q: 29 clusters Score -8.621194e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28335 members 
Mstep: Class 4 contains 134906 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 86727 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 13532 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 28695 members 
Mstep: Class 15 contains 30241 members 
Mstep: Class 16 contains 19917 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 56235 members 
Mstep: Class 19 contains 12673 members 
Mstep: Class 20 contains 35687 members 
Mstep: Class 21 contains 106074 members 
Mstep: Class 22 contains 86771 members 
Mstep: Class 23 contains 6240 members 
Mstep: Class 24 contains 14715 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211936.000000 Penalty: 61608.199219
Iteration 134Q: 29 clusters Score -8.621194e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28338 members 
Mstep: Class 4 contains 134927 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 87004 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 4552 members 
Mstep: Class 11 contains 13448 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 28680 members 
Mstep: Class 15 contains 30241 members 
Mstep: Class 16 contains 19916 members 
Mstep: Class 17 contains 4850 members 
Mstep: Class 18 contains 56031 members 
Mstep: Class 19 contains 12675 members 
Mstep: Class 20 contains 35687 members 
Mstep: Class 21 contains 106010 members 
Mstep: Class 22 contains 86846 members 
Mstep: Class 23 contains 6240 members 
Mstep: Class 24 contains 14714 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212008.000000 Penalty: 61608.199219
Iteration 135Q: 29 clusters Score -8.621201e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28342 members 
Mstep: Class 4 contains 134922 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 87277 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4769 members 
Mstep: Class 9 contains 1411 members 
Mstep: Class 10 contains 4560 members 
Mstep: Class 11 contains 13361 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4133 members 
Mstep: Class 14 contains 28668 members 
Mstep: Class 15 contains 30245 members 
Mstep: Class 16 contains 19908 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 55828 members 
Mstep: Class 19 contains 12676 members 
Mstep: Class 20 contains 35671 members 
Mstep: Class 21 contains 105974 members 
Mstep: Class 22 contains 86934 members 
Mstep: Class 23 contains 6240 members 
Mstep: Class 24 contains 14715 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212240.000000 Penalty: 61608.199219
Iteration 136Q: 29 clusters Score -8.621224e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66235 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28343 members 
Mstep: Class 4 contains 134930 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 87525 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 1409 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 13284 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4137 members 
Mstep: Class 14 contains 28661 members 
Mstep: Class 15 contains 30248 members 
Mstep: Class 16 contains 19904 members 
Mstep: Class 17 contains 4852 members 
Mstep: Class 18 contains 55610 members 
Mstep: Class 19 contains 12673 members 
Mstep: Class 20 contains 35664 members 
Mstep: Class 21 contains 105936 members 
Mstep: Class 22 contains 87036 members 
Mstep: Class 23 contains 6240 members 
Mstep: Class 24 contains 14711 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212128.000000 Penalty: 61608.199219
Iteration 137Q: 29 clusters Score -8.621213e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28334 members 
Mstep: Class 4 contains 134943 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 87805 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 13185 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4139 members 
Mstep: Class 14 contains 28651 members 
Mstep: Class 15 contains 30253 members 
Mstep: Class 16 contains 19905 members 
Mstep: Class 17 contains 4850 members 
Mstep: Class 18 contains 55384 members 
Mstep: Class 19 contains 12674 members 
Mstep: Class 20 contains 35663 members 
Mstep: Class 21 contains 105900 members 
Mstep: Class 22 contains 87133 members 
Mstep: Class 23 contains 6240 members 
Mstep: Class 24 contains 14704 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212256.000000 Penalty: 61608.199219
Iteration 138Q: 29 clusters Score -8.621226e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28336 members 
Mstep: Class 4 contains 134949 members 
Mstep: Class 5 contains 4758 members 
Mstep: Class 6 contains 88075 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4753 members 
Mstep: Class 9 contains 1403 members 
Mstep: Class 10 contains 4577 members 
Mstep: Class 11 contains 13107 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4144 members 
Mstep: Class 14 contains 28635 members 
Mstep: Class 15 contains 30253 members 
Mstep: Class 16 contains 19901 members 
Mstep: Class 17 contains 4850 members 
Mstep: Class 18 contains 55136 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 35656 members 
Mstep: Class 21 contains 105881 members 
Mstep: Class 22 contains 87230 members 
Mstep: Class 23 contains 6241 members 
Mstep: Class 24 contains 14701 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212360.000000 Penalty: 61608.199219
Iteration 139Q: 29 clusters Score -8.621236e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28344 members 
Mstep: Class 4 contains 134968 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 88316 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4755 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 13044 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 28617 members 
Mstep: Class 15 contains 30253 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 4849 members 
Mstep: Class 18 contains 54885 members 
Mstep: Class 19 contains 12674 members 
Mstep: Class 20 contains 35650 members 
Mstep: Class 21 contains 105853 members 
Mstep: Class 22 contains 87335 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 14694 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212496.000000 Penalty: 61608.199219
Iteration 140F: 29 clusters Score -8.62125e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28343 members 
Mstep: Class 4 contains 134967 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 88574 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4753 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 12975 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 28598 members 
Mstep: Class 15 contains 30254 members 
Mstep: Class 16 contains 19890 members 
Mstep: Class 17 contains 4847 members 
Mstep: Class 18 contains 54649 members 
Mstep: Class 19 contains 12674 members 
Mstep: Class 20 contains 35641 members 
Mstep: Class 21 contains 105830 members 
Mstep: Class 22 contains 87433 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 14692 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212296.000000 Penalty: 61608.199219
Iteration 141Q: 29 clusters Score -8.62123e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28334 members 
Mstep: Class 4 contains 134968 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 88835 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 12935 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 28590 members 
Mstep: Class 15 contains 30254 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 54392 members 
Mstep: Class 19 contains 12674 members 
Mstep: Class 20 contains 35630 members 
Mstep: Class 21 contains 105818 members 
Mstep: Class 22 contains 87498 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 14690 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212368.000000 Penalty: 61608.199219
Iteration 142Q: 29 clusters Score -8.621237e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28326 members 
Mstep: Class 4 contains 134962 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 89066 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4752 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 4608 members 
Mstep: Class 11 contains 12889 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 28580 members 
Mstep: Class 15 contains 30253 members 
Mstep: Class 16 contains 19881 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 54172 members 
Mstep: Class 19 contains 12676 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 105809 members 
Mstep: Class 22 contains 87554 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 14687 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212288.000000 Penalty: 61608.199219
Iteration 143Q: 29 clusters Score -8.621229e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28320 members 
Mstep: Class 4 contains 134947 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 89278 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4752 members 
Mstep: Class 9 contains 1389 members 
Mstep: Class 10 contains 4620 members 
Mstep: Class 11 contains 12842 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 28578 members 
Mstep: Class 15 contains 30255 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 4843 members 
Mstep: Class 18 contains 53995 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 105784 members 
Mstep: Class 22 contains 87605 members 
Mstep: Class 23 contains 6243 members 
Mstep: Class 24 contains 14686 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212240.000000 Penalty: 61608.199219
Iteration 144Q: 29 clusters Score -8.621224e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28312 members 
Mstep: Class 4 contains 134939 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 89465 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4753 members 
Mstep: Class 9 contains 1385 members 
Mstep: Class 10 contains 4631 members 
Mstep: Class 11 contains 12807 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4172 members 
Mstep: Class 14 contains 28566 members 
Mstep: Class 15 contains 30255 members 
Mstep: Class 16 contains 19880 members 
Mstep: Class 17 contains 4843 members 
Mstep: Class 18 contains 53835 members 
Mstep: Class 19 contains 12676 members 
Mstep: Class 20 contains 35621 members 
Mstep: Class 21 contains 105763 members 
Mstep: Class 22 contains 87659 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 14684 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212056.000000 Penalty: 61608.199219
Iteration 145Q: 29 clusters Score -8.621206e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28314 members 
Mstep: Class 4 contains 134915 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 89681 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4753 members 
Mstep: Class 9 contains 1380 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 12781 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4175 members 
Mstep: Class 14 contains 28557 members 
Mstep: Class 15 contains 30258 members 
Mstep: Class 16 contains 19868 members 
Mstep: Class 17 contains 4841 members 
Mstep: Class 18 contains 53642 members 
Mstep: Class 19 contains 12673 members 
Mstep: Class 20 contains 35612 members 
Mstep: Class 21 contains 105751 members 
Mstep: Class 22 contains 87709 members 
Mstep: Class 23 contains 6248 members 
Mstep: Class 24 contains 14686 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212032.000000 Penalty: 61608.199219
Iteration 146Q: 29 clusters Score -8.621203e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28310 members 
Mstep: Class 4 contains 134893 members 
Mstep: Class 5 contains 4738 members 
Mstep: Class 6 contains 89874 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 1376 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12756 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 14 contains 28555 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 19865 members 
Mstep: Class 17 contains 4837 members 
Mstep: Class 18 contains 53477 members 
Mstep: Class 19 contains 12676 members 
Mstep: Class 20 contains 35610 members 
Mstep: Class 21 contains 105732 members 
Mstep: Class 22 contains 87743 members 
Mstep: Class 23 contains 6249 members 
Mstep: Class 24 contains 14687 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212168.000000 Penalty: 61608.199219
Iteration 147Q: 29 clusters Score -8.621217e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28313 members 
Mstep: Class 4 contains 134889 members 
Mstep: Class 5 contains 4739 members 
Mstep: Class 6 contains 90059 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 1370 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 12731 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4177 members 
Mstep: Class 14 contains 28548 members 
Mstep: Class 15 contains 30261 members 
Mstep: Class 16 contains 19860 members 
Mstep: Class 17 contains 4829 members 
Mstep: Class 18 contains 53316 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 35617 members 
Mstep: Class 21 contains 105717 members 
Mstep: Class 22 contains 87764 members 
Mstep: Class 23 contains 6251 members 
Mstep: Class 24 contains 14685 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212256.000000 Penalty: 61608.199219
Iteration 148Q: 29 clusters Score -8.621226e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28310 members 
Mstep: Class 4 contains 134887 members 
Mstep: Class 5 contains 4738 members 
Mstep: Class 6 contains 90264 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 1366 members 
Mstep: Class 10 contains 4660 members 
Mstep: Class 11 contains 12701 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 14 contains 28543 members 
Mstep: Class 15 contains 30260 members 
Mstep: Class 16 contains 19859 members 
Mstep: Class 17 contains 4826 members 
Mstep: Class 18 contains 53142 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 35617 members 
Mstep: Class 21 contains 105695 members 
Mstep: Class 22 contains 87793 members 
Mstep: Class 23 contains 6253 members 
Mstep: Class 24 contains 14686 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212280.000000 Penalty: 61608.199219
Iteration 149Q: 29 clusters Score -8.621228e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28304 members 
Mstep: Class 4 contains 134879 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 90412 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4727 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 10 contains 4667 members 
Mstep: Class 11 contains 12681 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4178 members 
Mstep: Class 14 contains 28540 members 
Mstep: Class 15 contains 30261 members 
Mstep: Class 16 contains 19868 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 53006 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 35615 members 
Mstep: Class 21 contains 105679 members 
Mstep: Class 22 contains 87828 members 
Mstep: Class 23 contains 6256 members 
Mstep: Class 24 contains 14687 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212224.000000 Penalty: 61608.199219
Iteration 150Q: 29 clusters Score -8.621222e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66293 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28303 members 
Mstep: Class 4 contains 134891 members 
Mstep: Class 5 contains 4734 members 
Mstep: Class 6 contains 90552 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 4676 members 
Mstep: Class 11 contains 12653 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4178 members 
Mstep: Class 14 contains 28534 members 
Mstep: Class 15 contains 30263 members 
Mstep: Class 16 contains 19875 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 52833 members 
Mstep: Class 19 contains 12676 members 
Mstep: Class 20 contains 35617 members 
Mstep: Class 21 contains 105681 members 
Mstep: Class 22 contains 87874 members 
Mstep: Class 23 contains 6256 members 
Mstep: Class 24 contains 14688 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211928.000000 Penalty: 61608.199219
Iteration 151Q: 29 clusters Score -8.621193e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 28304 members 
Mstep: Class 4 contains 134885 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 90684 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4720 members 
Mstep: Class 9 contains 1348 members 
Mstep: Class 10 contains 4678 members 
Mstep: Class 11 contains 12644 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 14 contains 28528 members 
Mstep: Class 15 contains 30265 members 
Mstep: Class 16 contains 19878 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 52655 members 
Mstep: Class 19 contains 12675 members 
Mstep: Class 20 contains 35618 members 
Mstep: Class 21 contains 105692 members 
Mstep: Class 22 contains 87913 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 14688 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211864.000000 Penalty: 61608.199219
Iteration 152Q: 29 clusters Score -8.621186e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28302 members 
Mstep: Class 4 contains 134889 members 
Mstep: Class 5 contains 4738 members 
Mstep: Class 6 contains 90823 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4717 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 10 contains 4680 members 
Mstep: Class 11 contains 12626 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 14 contains 28526 members 
Mstep: Class 15 contains 30265 members 
Mstep: Class 16 contains 19870 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 52499 members 
Mstep: Class 19 contains 12673 members 
Mstep: Class 20 contains 35614 members 
Mstep: Class 21 contains 105695 members 
Mstep: Class 22 contains 87947 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 14685 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211912.000000 Penalty: 61608.199219
Iteration 153Q: 29 clusters Score -8.621191e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28301 members 
Mstep: Class 4 contains 134881 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 90956 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4718 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 4681 members 
Mstep: Class 11 contains 12615 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4182 members 
Mstep: Class 14 contains 28519 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 19873 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 52325 members 
Mstep: Class 19 contains 12673 members 
Mstep: Class 20 contains 35616 members 
Mstep: Class 21 contains 105682 members 
Mstep: Class 22 contains 88007 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 14684 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211768.000000 Penalty: 61608.199219
Iteration 154Q: 29 clusters Score -8.621177e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28301 members 
Mstep: Class 4 contains 134883 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 91077 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4717 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 10 contains 4684 members 
Mstep: Class 11 contains 12595 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4184 members 
Mstep: Class 14 contains 28511 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 19870 members 
Mstep: Class 17 contains 4821 members 
Mstep: Class 18 contains 52161 members 
Mstep: Class 19 contains 12672 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 105687 members 
Mstep: Class 22 contains 88044 members 
Mstep: Class 23 contains 6258 members 
Mstep: Class 24 contains 14685 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211696.000000 Penalty: 61608.199219
Iteration 155Q: 29 clusters Score -8.62117e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 28298 members 
Mstep: Class 4 contains 134888 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 91192 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4716 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 4684 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4187 members 
Mstep: Class 14 contains 28510 members 
Mstep: Class 15 contains 30264 members 
Mstep: Class 16 contains 19867 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 52017 members 
Mstep: Class 19 contains 12669 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 105690 members 
Mstep: Class 22 contains 88087 members 
Mstep: Class 23 contains 6259 members 
Mstep: Class 24 contains 14684 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211672.000000 Penalty: 61608.199219
Iteration 156Q: 29 clusters Score -8.621167e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 28300 members 
Mstep: Class 4 contains 134881 members 
Mstep: Class 5 contains 4734 members 
Mstep: Class 6 contains 91285 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 4682 members 
Mstep: Class 11 contains 12534 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4189 members 
Mstep: Class 14 contains 28510 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 19870 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 51853 members 
Mstep: Class 19 contains 12669 members 
Mstep: Class 20 contains 35634 members 
Mstep: Class 21 contains 105710 members 
Mstep: Class 22 contains 88155 members 
Mstep: Class 23 contains 6259 members 
Mstep: Class 24 contains 14680 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211416.000000 Penalty: 61608.199219
Iteration 157Q: 29 clusters Score -8.621142e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66377 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 28308 members 
Mstep: Class 4 contains 134875 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 91366 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4721 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 12495 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4194 members 
Mstep: Class 14 contains 28513 members 
Mstep: Class 15 contains 30269 members 
Mstep: Class 16 contains 19870 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 51712 members 
Mstep: Class 19 contains 12669 members 
Mstep: Class 20 contains 35636 members 
Mstep: Class 21 contains 105729 members 
Mstep: Class 22 contains 88217 members 
Mstep: Class 23 contains 6259 members 
Mstep: Class 24 contains 14680 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211288.000000 Penalty: 61608.199219
Iteration 158Q: 29 clusters Score -8.621129e+07 nChanged 445
Entering ConstructFrom: 
Score: -86211288.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (66380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66380 members 
Entering Unmasked Estep 
Score: -7732731.500000 Penalty: 1804.262085
	Iteration 0F: 2 clusters Score -7732732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -7688677.000000 Penalty: 3608.524170
	Iteration 0F: 3 clusters Score -7688677 nChanged 31421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -7706819.000000 Penalty: 3608.524170
	Iteration 1F: 3 clusters Score -7706819 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -7707415.000000 Penalty: 3608.524170
	Iteration 2Q: 3 clusters Score -7707415 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -7708072.500000 Penalty: 3608.524170
	Iteration 3Q: 3 clusters Score -7708072 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -7708887.000000 Penalty: 3608.524170
	Iteration 4Q: 3 clusters Score -7708887 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -7709924.500000 Penalty: 3608.524170
	Iteration 5Q: 3 clusters Score -7709924 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -7711476.500000 Penalty: 3608.524170
	Iteration 6Q: 3 clusters Score -7711476 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -7713576.500000 Penalty: 3608.524170
	Iteration 7F: 3 clusters Score -7713576 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -7716348.000000 Penalty: 3608.524170
	Iteration 8F: 3 clusters Score -7716348 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -7719353.000000 Penalty: 3608.524170
	Iteration 9F: 3 clusters Score -7719353 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -7722168.000000 Penalty: 3608.524170
	Iteration 10F: 3 clusters Score -7722168 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -7724209.000000 Penalty: 3608.524170
	Iteration 11Q: 3 clusters Score -7724209 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -7725392.000000 Penalty: 3608.524170
	Iteration 12Q: 3 clusters Score -7725392 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -7726230.000000 Penalty: 3608.524170
	Iteration 13Q: 3 clusters Score -7726230 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -7726815.000000 Penalty: 3608.524170
	Iteration 14Q: 3 clusters Score -7726815 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -7727288.500000 Penalty: 3608.524170
	Iteration 15Q: 3 clusters Score -7727288 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -7727666.500000 Penalty: 3608.524170
	Iteration 16Q: 3 clusters Score -7727666 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -7728082.000000 Penalty: 3608.524170
	Iteration 17Q: 3 clusters Score -7728082 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -7728517.000000 Penalty: 3608.524170
	Iteration 18Q: 3 clusters Score -7728517 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -7728941.000000 Penalty: 3608.524170
	Iteration 19Q: 3 clusters Score -7728941 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -7729374.000000 Penalty: 3608.524170
	Iteration 20F: 3 clusters Score -7729374 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -7729702.000000 Penalty: 3608.524170
	Iteration 21Q: 3 clusters Score -7729702 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7730018.000000 Penalty: 3608.524170
	Iteration 22Q: 3 clusters Score -7730018 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7730240.500000 Penalty: 3608.524170
	Iteration 23Q: 3 clusters Score -7730240 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7730447.000000 Penalty: 3608.524170
	Iteration 24Q: 3 clusters Score -7730447 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7730634.500000 Penalty: 3608.524170
	Iteration 25Q: 3 clusters Score -7730634 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7730781.500000 Penalty: 3608.524170
	Iteration 26Q: 3 clusters Score -7730782 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7730864.000000 Penalty: 3608.524170
	Iteration 27Q: 3 clusters Score -7730864 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7730918.000000 Penalty: 3608.524170
	Iteration 28Q: 3 clusters Score -7730918 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7730958.000000 Penalty: 3608.524170
	Iteration 29Q: 3 clusters Score -7730958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7730998.000000 Penalty: 3608.524170
	Iteration 30Q: 3 clusters Score -7730998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7731032.500000 Penalty: 3608.524170
	Iteration 31Q: 3 clusters Score -7731032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7731050.000000 Penalty: 3608.524170
	Iteration 32Q: 3 clusters Score -7731050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7731064.500000 Penalty: 3608.524170
	Iteration 33Q: 3 clusters Score -7731064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7731074.500000 Penalty: 3608.524170
	Iteration 34Q: 3 clusters Score -7731074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7731084.500000 Penalty: 3608.524170
	Iteration 35Q: 3 clusters Score -7731084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7731107.000000 Penalty: 3608.524170
	Iteration 36Q: 3 clusters Score -7731107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7731113.000000 Penalty: 3608.524170
	Iteration 37Q: 3 clusters Score -7731113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65965 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7731124.500000 Penalty: 3608.524170
	Iteration 38Q: 3 clusters Score -7731124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7731139.500000 Penalty: 3608.524170
	Iteration 39Q: 3 clusters Score -7731140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7731142.000000 Penalty: 3608.524170
	Iteration 40F: 3 clusters Score -7731142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7731159.000000 Penalty: 3608.524170
	Iteration 41Q: 3 clusters Score -7731159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7731156.000000 Penalty: 3608.524170
	Iteration 42Q: 3 clusters Score -7731156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7731157.000000 Penalty: 3608.524170
	Iteration 43Q: 3 clusters Score -7731157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7731168.500000 Penalty: 3608.524170
	Iteration 44Q: 3 clusters Score -7731168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7731173.500000 Penalty: 3608.524170
	Iteration 45Q: 3 clusters Score -7731174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7731172.500000 Penalty: 3608.524170
	Iteration 46Q: 3 clusters Score -7731172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7731173.500000 Penalty: 3608.524170
	Iteration 47Q: 3 clusters Score -7731174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7731178.500000 Penalty: 3608.524170
	Iteration 48Q: 3 clusters Score -7731178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7731176.500000 Penalty: 3608.524170
	Iteration 49Q: 3 clusters Score -7731176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7731182.000000 Penalty: 3608.524170
	Iteration 50Q: 3 clusters Score -7731182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7731183.500000 Penalty: 3608.524170
	Iteration 51Q: 3 clusters Score -7731184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7731190.500000 Penalty: 3608.524170
	Iteration 52Q: 3 clusters Score -7731190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7731191.500000 Penalty: 3608.524170
	Iteration 53Q: 3 clusters Score -7731192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7731187.500000 Penalty: 3608.524170
	Iteration 54Q: 3 clusters Score -7731188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7731187.500000 Penalty: 3608.524170
	Iteration 55F: 3 clusters Score -7731188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -347444.125000 Penalty: 1308.291138
	Iteration 0F: 2 clusters Score -347444.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -344630.937500 Penalty: 2616.582275
	Iteration 0F: 3 clusters Score -344630.9 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -345355.812500 Penalty: 2616.582275
	Iteration 1F: 3 clusters Score -345355.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -345532.343750 Penalty: 2616.582275
	Iteration 2F: 3 clusters Score -345532.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -345655.000000 Penalty: 2616.582275
	Iteration 3F: 3 clusters Score -345655 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -345733.781250 Penalty: 2616.582275
	Iteration 4Q: 3 clusters Score -345733.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -345790.000000 Penalty: 2616.582275
	Iteration 5Q: 3 clusters Score -345790 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -345834.875000 Penalty: 2616.582275
	Iteration 6Q: 3 clusters Score -345834.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -345875.625000 Penalty: 2616.582275
	Iteration 7Q: 3 clusters Score -345875.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -345915.781250 Penalty: 2616.582275
	Iteration 8Q: 3 clusters Score -345915.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -345972.125000 Penalty: 2616.582275
	Iteration 9Q: 3 clusters Score -345972.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -346028.593750 Penalty: 2616.582275
	Iteration 10Q: 3 clusters Score -346028.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -346059.625000 Penalty: 2616.582275
	Iteration 11Q: 3 clusters Score -346059.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -346095.968750 Penalty: 2616.582275
	Iteration 12Q: 3 clusters Score -346096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -346140.812500 Penalty: 2616.582275
	Iteration 13Q: 3 clusters Score -346140.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -346179.437500 Penalty: 2616.582275
	Iteration 14Q: 3 clusters Score -346179.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -346225.906250 Penalty: 2616.582275
	Iteration 15Q: 3 clusters Score -346225.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -346271.500000 Penalty: 2616.582275
	Iteration 16Q: 3 clusters Score -346271.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -346317.843750 Penalty: 2616.582275
	Iteration 17Q: 3 clusters Score -346317.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -346343.375000 Penalty: 2616.582275
	Iteration 18Q: 3 clusters Score -346343.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -346364.312500 Penalty: 2616.582275
	Iteration 19Q: 3 clusters Score -346364.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -346383.250000 Penalty: 2616.582275
	Iteration 20F: 3 clusters Score -346383.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -346392.468750 Penalty: 2616.582275
	Iteration 21Q: 3 clusters Score -346392.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -346399.718750 Penalty: 2616.582275
	Iteration 22Q: 3 clusters Score -346399.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -346404.812500 Penalty: 2616.582275
	Iteration 23Q: 3 clusters Score -346404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -346407.562500 Penalty: 2616.582275
	Iteration 24Q: 3 clusters Score -346407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -346410.812500 Penalty: 2616.582275
	Iteration 25Q: 3 clusters Score -346410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -346413.218750 Penalty: 2616.582275
	Iteration 26Q: 3 clusters Score -346413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -346416.000000 Penalty: 2616.582275
	Iteration 27Q: 3 clusters Score -346416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -346419.750000 Penalty: 2616.582275
	Iteration 28Q: 3 clusters Score -346419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -346424.093750 Penalty: 2616.582275
	Iteration 29Q: 3 clusters Score -346424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -346429.375000 Penalty: 2616.582275
	Iteration 30Q: 3 clusters Score -346429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -346433.531250 Penalty: 2616.582275
	Iteration 31Q: 3 clusters Score -346433.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -346441.500000 Penalty: 2616.582275
	Iteration 32Q: 3 clusters Score -346441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -346445.781250 Penalty: 2616.582275
	Iteration 33Q: 3 clusters Score -346445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -346448.062500 Penalty: 2616.582275
	Iteration 34Q: 3 clusters Score -346448.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -346448.062500 Penalty: 2616.582275
	Iteration 35F: 3 clusters Score -346448.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Entering Unmasked Estep 
Score: -3305430.500000 Penalty: 1665.799927
	Iteration 0F: 2 clusters Score -3305430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3286323.750000 Penalty: 3331.599854
	Iteration 0F: 3 clusters Score -3286324 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3293540.500000 Penalty: 3331.599854
	Iteration 1F: 3 clusters Score -3293540 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3293945.000000 Penalty: 3331.599854
	Iteration 2Q: 3 clusters Score -3293945 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3294387.250000 Penalty: 3331.599854
	Iteration 3Q: 3 clusters Score -3294387 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -3294894.250000 Penalty: 3331.599854
	Iteration 4Q: 3 clusters Score -3294894 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3295518.250000 Penalty: 3331.599854
	Iteration 5Q: 3 clusters Score -3295518 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -3296251.500000 Penalty: 3331.599854
	Iteration 6Q: 3 clusters Score -3296252 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3297089.250000 Penalty: 3331.599854
	Iteration 7Q: 3 clusters Score -3297089 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3298019.750000 Penalty: 3331.599854
	Iteration 8Q: 3 clusters Score -3298020 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3298984.750000 Penalty: 3331.599854
	Iteration 9Q: 3 clusters Score -3298985 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3299855.750000 Penalty: 3331.599854
	Iteration 10Q: 3 clusters Score -3299856 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -3300556.000000 Penalty: 3331.599854
	Iteration 11Q: 3 clusters Score -3300556 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3301153.250000 Penalty: 3331.599854
	Iteration 12Q: 3 clusters Score -3301153 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3301669.250000 Penalty: 3331.599854
	Iteration 13Q: 3 clusters Score -3301669 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3302117.500000 Penalty: 3331.599854
	Iteration 14Q: 3 clusters Score -3302118 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3302512.000000 Penalty: 3331.599854
	Iteration 15Q: 3 clusters Score -3302512 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3302871.250000 Penalty: 3331.599854
	Iteration 16Q: 3 clusters Score -3302871 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3303150.500000 Penalty: 3331.599854
	Iteration 17Q: 3 clusters Score -3303150 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3303372.000000 Penalty: 3331.599854
	Iteration 18Q: 3 clusters Score -3303372 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3303560.000000 Penalty: 3331.599854
	Iteration 19Q: 3 clusters Score -3303560 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3303686.000000 Penalty: 3331.599854
	Iteration 20F: 3 clusters Score -3303686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3303757.500000 Penalty: 3331.599854
	Iteration 21Q: 3 clusters Score -3303758 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3303814.750000 Penalty: 3331.599854
	Iteration 22Q: 3 clusters Score -3303815 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3303853.250000 Penalty: 3331.599854
	Iteration 23Q: 3 clusters Score -3303853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3303875.750000 Penalty: 3331.599854
	Iteration 24Q: 3 clusters Score -3303876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3303890.500000 Penalty: 3331.599854
	Iteration 25Q: 3 clusters Score -3303890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3303911.250000 Penalty: 3331.599854
	Iteration 26Q: 3 clusters Score -3303911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3303923.000000 Penalty: 3331.599854
	Iteration 27Q: 3 clusters Score -3303923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3303942.750000 Penalty: 3331.599854
	Iteration 28Q: 3 clusters Score -3303943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3303959.750000 Penalty: 3331.599854
	Iteration 29Q: 3 clusters Score -3303960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3303968.250000 Penalty: 3331.599854
	Iteration 30Q: 3 clusters Score -3303968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3303983.250000 Penalty: 3331.599854
	Iteration 31Q: 3 clusters Score -3303983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3303989.000000 Penalty: 3331.599854
	Iteration 32Q: 3 clusters Score -3303989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3303994.750000 Penalty: 3331.599854
	Iteration 33Q: 3 clusters Score -3303995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3303999.500000 Penalty: 3331.599854
	Iteration 34Q: 3 clusters Score -3304000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3303995.500000 Penalty: 3331.599854
	Iteration 35Q: 3 clusters Score -3303996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3303996.750000 Penalty: 3331.599854
	Iteration 36Q: 3 clusters Score -3303997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3303996.750000 Penalty: 3331.599854
	Iteration 37Q: 3 clusters Score -3303997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3303998.750000 Penalty: 3331.599854
	Iteration 38Q: 3 clusters Score -3303999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3303999.500000 Penalty: 3331.599854
	Iteration 39Q: 3 clusters Score -3304000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3303999.500000 Penalty: 3331.599854
	Iteration 40F: 3 clusters Score -3304000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3304003.000000 Penalty: 3331.599854
	Iteration 41Q: 3 clusters Score -3304003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3304005.750000 Penalty: 3331.599854
	Iteration 42Q: 3 clusters Score -3304006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3304005.750000 Penalty: 3331.599854
	Iteration 43F: 3 clusters Score -3304006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (134863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134863 members 
Entering Unmasked Estep 
Score: -15504357.000000 Penalty: 1919.452393
	Iteration 0F: 2 clusters Score -1.550436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -15419669.000000 Penalty: 3838.904785
	Iteration 0F: 3 clusters Score -1.541967e+07 nChanged 64897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -15457728.000000 Penalty: 3838.904785
	Iteration 1F: 3 clusters Score -1.545773e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -15458803.000000 Penalty: 3838.904785
	Iteration 2Q: 3 clusters Score -1.54588e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -15460535.000000 Penalty: 3838.904785
	Iteration 3Q: 3 clusters Score -1.546054e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -15463493.000000 Penalty: 3838.904785
	Iteration 4F: 3 clusters Score -1.546349e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -15469145.000000 Penalty: 3838.904785
	Iteration 5F: 3 clusters Score -1.546914e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -15477920.000000 Penalty: 3838.904785
	Iteration 6F: 3 clusters Score -1.547792e+07 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116102 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -15487949.000000 Penalty: 3838.904785
	Iteration 7F: 3 clusters Score -1.548795e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125580 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -15495950.000000 Penalty: 3838.904785
	Iteration 8F: 3 clusters Score -1.549595e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131276 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -15500229.000000 Penalty: 3838.904785
	Iteration 9Q: 3 clusters Score -1.550023e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133711 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -15501803.000000 Penalty: 3838.904785
	Iteration 10Q: 3 clusters Score -1.55018e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -15502366.000000 Penalty: 3838.904785
	Iteration 11Q: 3 clusters Score -1.550237e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134675 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15502558.000000 Penalty: 3838.904785
	Iteration 12Q: 3 clusters Score -1.550256e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134717 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15502608.000000 Penalty: 3838.904785
	Iteration 13Q: 3 clusters Score -1.550261e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134730 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15502631.000000 Penalty: 3838.904785
	Iteration 14Q: 3 clusters Score -1.550263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134739 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15502644.000000 Penalty: 3838.904785
	Iteration 15Q: 3 clusters Score -1.550264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15502657.000000 Penalty: 3838.904785
	Iteration 16Q: 3 clusters Score -1.550266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15502661.000000 Penalty: 3838.904785
	Iteration 17Q: 3 clusters Score -1.550266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134741 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15502661.000000 Penalty: 3838.904785
	Iteration 18Q: 3 clusters Score -1.550266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134741 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15502661.000000 Penalty: 3838.904785
	Iteration 19F: 3 clusters Score -1.550266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Entering Unmasked Estep 
Score: -551552.562500 Penalty: 1375.126099
	Iteration 0F: 2 clusters Score -551552.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -547747.250000 Penalty: 2750.252197
	Iteration 0F: 3 clusters Score -547747.2 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -548837.000000 Penalty: 2750.252197
	Iteration 1F: 3 clusters Score -548837 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -549020.187500 Penalty: 2750.252197
	Iteration 2F: 3 clusters Score -549020.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -549138.750000 Penalty: 2750.252197
	Iteration 3Q: 3 clusters Score -549138.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -549221.750000 Penalty: 2750.252197
	Iteration 4Q: 3 clusters Score -549221.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -549288.500000 Penalty: 2750.252197
	Iteration 5Q: 3 clusters Score -549288.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -549359.187500 Penalty: 2750.252197
	Iteration 6Q: 3 clusters Score -549359.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -549444.625000 Penalty: 2750.252197
	Iteration 7Q: 3 clusters Score -549444.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -549532.937500 Penalty: 2750.252197
	Iteration 8Q: 3 clusters Score -549532.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -549615.750000 Penalty: 2750.252197
	Iteration 9Q: 3 clusters Score -549615.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -549694.187500 Penalty: 2750.252197
	Iteration 10Q: 3 clusters Score -549694.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -549776.062500 Penalty: 2750.252197
	Iteration 11Q: 3 clusters Score -549776.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -549854.687500 Penalty: 2750.252197
	Iteration 12Q: 3 clusters Score -549854.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -549936.937500 Penalty: 2750.252197
	Iteration 13Q: 3 clusters Score -549936.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -549998.437500 Penalty: 2750.252197
	Iteration 14Q: 3 clusters Score -549998.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -550059.625000 Penalty: 2750.252197
	Iteration 15Q: 3 clusters Score -550059.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -550118.875000 Penalty: 2750.252197
	Iteration 16Q: 3 clusters Score -550118.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -550158.187500 Penalty: 2750.252197
	Iteration 17Q: 3 clusters Score -550158.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -550199.125000 Penalty: 2750.252197
	Iteration 18Q: 3 clusters Score -550199.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -550242.937500 Penalty: 2750.252197
	Iteration 19Q: 3 clusters Score -550242.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -550272.500000 Penalty: 2750.252197
	Iteration 20F: 3 clusters Score -550272.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -550289.687500 Penalty: 2750.252197
	Iteration 21Q: 3 clusters Score -550289.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -550304.812500 Penalty: 2750.252197
	Iteration 22Q: 3 clusters Score -550304.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -550319.000000 Penalty: 2750.252197
	Iteration 23Q: 3 clusters Score -550319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -550330.625000 Penalty: 2750.252197
	Iteration 24Q: 3 clusters Score -550330.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -550335.687500 Penalty: 2750.252197
	Iteration 25Q: 3 clusters Score -550335.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -550341.187500 Penalty: 2750.252197
	Iteration 26Q: 3 clusters Score -550341.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -550348.500000 Penalty: 2750.252197
	Iteration 27Q: 3 clusters Score -550348.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -550356.937500 Penalty: 2750.252197
	Iteration 28Q: 3 clusters Score -550356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -550361.312500 Penalty: 2750.252197
	Iteration 29Q: 3 clusters Score -550361.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -550367.562500 Penalty: 2750.252197
	Iteration 30Q: 3 clusters Score -550367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -550371.375000 Penalty: 2750.252197
	Iteration 31Q: 3 clusters Score -550371.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -550380.062500 Penalty: 2750.252197
	Iteration 32Q: 3 clusters Score -550380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -550387.375000 Penalty: 2750.252197
	Iteration 33Q: 3 clusters Score -550387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -550389.687500 Penalty: 2750.252197
	Iteration 34Q: 3 clusters Score -550389.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -550394.375000 Penalty: 2750.252197
	Iteration 35Q: 3 clusters Score -550394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -550398.875000 Penalty: 2750.252197
	Iteration 36Q: 3 clusters Score -550398.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -550402.000000 Penalty: 2750.252197
	Iteration 37Q: 3 clusters Score -550402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -550402.062500 Penalty: 2750.252197
	Iteration 38Q: 3 clusters Score -550402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -550402.062500 Penalty: 2750.252197
	Iteration 39F: 3 clusters Score -550402.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (91438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Entering Unmasked Estep 
Score: -10766231.000000 Penalty: 1856.305176
	Iteration 0F: 2 clusters Score -1.076623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -10706687.000000 Penalty: 3712.610352
	Iteration 0F: 3 clusters Score -1.070669e+07 nChanged 43776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -10732209.000000 Penalty: 3712.610352
	Iteration 1F: 3 clusters Score -1.073221e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -10732939.000000 Penalty: 3712.610352
	Iteration 2Q: 3 clusters Score -1.073294e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -10733970.000000 Penalty: 3712.610352
	Iteration 3Q: 3 clusters Score -1.073397e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -10735641.000000 Penalty: 3712.610352
	Iteration 4Q: 3 clusters Score -1.073564e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -10738689.000000 Penalty: 3712.610352
	Iteration 5F: 3 clusters Score -1.073869e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -10742971.000000 Penalty: 3712.610352
	Iteration 6F: 3 clusters Score -1.074297e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -10747686.000000 Penalty: 3712.610352
	Iteration 7F: 3 clusters Score -1.074769e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -10751640.000000 Penalty: 3712.610352
	Iteration 8F: 3 clusters Score -1.075164e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -10753834.000000 Penalty: 3712.610352
	Iteration 9Q: 3 clusters Score -1.075383e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -10754973.000000 Penalty: 3712.610352
	Iteration 10Q: 3 clusters Score -1.075497e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73791 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -10755831.000000 Penalty: 3712.610352
	Iteration 11Q: 3 clusters Score -1.075583e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -10756670.000000 Penalty: 3712.610352
	Iteration 12Q: 3 clusters Score -1.075667e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -10757521.000000 Penalty: 3712.610352
	Iteration 13Q: 3 clusters Score -1.075752e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -10758264.000000 Penalty: 3712.610352
	Iteration 14Q: 3 clusters Score -1.075826e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80139 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -10759020.000000 Penalty: 3712.610352
	Iteration 15Q: 3 clusters Score -1.075902e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -10759744.000000 Penalty: 3712.610352
	Iteration 16Q: 3 clusters Score -1.075974e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -10760447.000000 Penalty: 3712.610352
	Iteration 17Q: 3 clusters Score -1.076045e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -10761078.000000 Penalty: 3712.610352
	Iteration 18Q: 3 clusters Score -1.076108e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -10761689.000000 Penalty: 3712.610352
	Iteration 19Q: 3 clusters Score -1.076169e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -10762203.000000 Penalty: 3712.610352
	Iteration 20F: 3 clusters Score -1.07622e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -10762710.000000 Penalty: 3712.610352
	Iteration 21Q: 3 clusters Score -1.076271e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -10763066.000000 Penalty: 3712.610352
	Iteration 22Q: 3 clusters Score -1.076307e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -10763353.000000 Penalty: 3712.610352
	Iteration 23Q: 3 clusters Score -1.076335e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -10763638.000000 Penalty: 3712.610352
	Iteration 24Q: 3 clusters Score -1.076364e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10763847.000000 Penalty: 3712.610352
	Iteration 25Q: 3 clusters Score -1.076385e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -10764071.000000 Penalty: 3712.610352
	Iteration 26Q: 3 clusters Score -1.076407e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10764235.000000 Penalty: 3712.610352
	Iteration 27Q: 3 clusters Score -1.076424e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10764333.000000 Penalty: 3712.610352
	Iteration 28Q: 3 clusters Score -1.076433e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10764475.000000 Penalty: 3712.610352
	Iteration 29Q: 3 clusters Score -1.076448e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10764536.000000 Penalty: 3712.610352
	Iteration 30Q: 3 clusters Score -1.076454e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10764593.000000 Penalty: 3712.610352
	Iteration 31Q: 3 clusters Score -1.076459e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10764630.000000 Penalty: 3712.610352
	Iteration 32Q: 3 clusters Score -1.076463e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10764642.000000 Penalty: 3712.610352
	Iteration 33Q: 3 clusters Score -1.076464e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10764646.000000 Penalty: 3712.610352
	Iteration 34Q: 3 clusters Score -1.076465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10764648.000000 Penalty: 3712.610352
	Iteration 35Q: 3 clusters Score -1.076465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10764661.000000 Penalty: 3712.610352
	Iteration 36Q: 3 clusters Score -1.076466e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90885 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10764679.000000 Penalty: 3712.610352
	Iteration 37Q: 3 clusters Score -1.076468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10764682.000000 Penalty: 3712.610352
	Iteration 38Q: 3 clusters Score -1.076468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10764667.000000 Penalty: 3712.610352
	Iteration 39Q: 3 clusters Score -1.076467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10764656.000000 Penalty: 3712.610352
	Iteration 40F: 3 clusters Score -1.076466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90947 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10764668.000000 Penalty: 3712.610352
	Iteration 41Q: 3 clusters Score -1.076467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10764688.000000 Penalty: 3712.610352
	Iteration 42Q: 3 clusters Score -1.076469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10764674.000000 Penalty: 3712.610352
	Iteration 43Q: 3 clusters Score -1.076467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10764687.000000 Penalty: 3712.610352
	Iteration 44Q: 3 clusters Score -1.076469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90965 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10764679.000000 Penalty: 3712.610352
	Iteration 45Q: 3 clusters Score -1.076468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10764687.000000 Penalty: 3712.610352
	Iteration 46Q: 3 clusters Score -1.076469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10764695.000000 Penalty: 3712.610352
	Iteration 47Q: 3 clusters Score -1.07647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90975 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10764693.000000 Penalty: 3712.610352
	Iteration 48Q: 3 clusters Score -1.076469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10764689.000000 Penalty: 3712.610352
	Iteration 49Q: 3 clusters Score -1.076469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10764687.000000 Penalty: 3712.610352
	Iteration 50Q: 3 clusters Score -1.076469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10764687.000000 Penalty: 3712.610352
	Iteration 51F: 3 clusters Score -1.076469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -36550.656250 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -36550.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35649.878906 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -35649.88 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35798.496094 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -35798.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35856.597656 Penalty: 1918.355835
	Iteration 2Q: 3 clusters Score -35856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35898.089844 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -35898.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35904.132812 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -35904.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35905.308594 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -35905.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35905.308594 Penalty: 1918.355835
	Iteration 6F: 3 clusters Score -35905.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Entering Unmasked Estep 
Score: -543563.500000 Penalty: 1374.610229
	Iteration 0F: 2 clusters Score -543563.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -539732.687500 Penalty: 2749.220459
	Iteration 0F: 3 clusters Score -539732.7 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -540815.687500 Penalty: 2749.220459
	Iteration 1F: 3 clusters Score -540815.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -541016.062500 Penalty: 2749.220459
	Iteration 2F: 3 clusters Score -541016.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -541181.312500 Penalty: 2749.220459
	Iteration 3F: 3 clusters Score -541181.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -541351.125000 Penalty: 2749.220459
	Iteration 4Q: 3 clusters Score -541351.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -541553.437500 Penalty: 2749.220459
	Iteration 5Q: 3 clusters Score -541553.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -541771.437500 Penalty: 2749.220459
	Iteration 6F: 3 clusters Score -541771.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -541973.687500 Penalty: 2749.220459
	Iteration 7F: 3 clusters Score -541973.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -542167.062500 Penalty: 2749.220459
	Iteration 8F: 3 clusters Score -542167.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -542333.937500 Penalty: 2749.220459
	Iteration 9F: 3 clusters Score -542333.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -542481.687500 Penalty: 2749.220459
	Iteration 10Q: 3 clusters Score -542481.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -542596.500000 Penalty: 2749.220459
	Iteration 11Q: 3 clusters Score -542596.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -542667.687500 Penalty: 2749.220459
	Iteration 12Q: 3 clusters Score -542667.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -542716.000000 Penalty: 2749.220459
	Iteration 13Q: 3 clusters Score -542716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -542750.875000 Penalty: 2749.220459
	Iteration 14Q: 3 clusters Score -542750.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -542780.000000 Penalty: 2749.220459
	Iteration 15Q: 3 clusters Score -542780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -542806.250000 Penalty: 2749.220459
	Iteration 16Q: 3 clusters Score -542806.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -542827.500000 Penalty: 2749.220459
	Iteration 17Q: 3 clusters Score -542827.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -542844.312500 Penalty: 2749.220459
	Iteration 18Q: 3 clusters Score -542844.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -542854.937500 Penalty: 2749.220459
	Iteration 19Q: 3 clusters Score -542854.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -542864.687500 Penalty: 2749.220459
	Iteration 20F: 3 clusters Score -542864.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -542870.812500 Penalty: 2749.220459
	Iteration 21Q: 3 clusters Score -542870.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -542877.750000 Penalty: 2749.220459
	Iteration 22Q: 3 clusters Score -542877.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -542884.437500 Penalty: 2749.220459
	Iteration 23Q: 3 clusters Score -542884.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -542891.312500 Penalty: 2749.220459
	Iteration 24Q: 3 clusters Score -542891.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -542897.562500 Penalty: 2749.220459
	Iteration 25Q: 3 clusters Score -542897.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -542900.937500 Penalty: 2749.220459
	Iteration 26Q: 3 clusters Score -542900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -542902.750000 Penalty: 2749.220459
	Iteration 27Q: 3 clusters Score -542902.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -542905.812500 Penalty: 2749.220459
	Iteration 28Q: 3 clusters Score -542905.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -542907.625000 Penalty: 2749.220459
	Iteration 29Q: 3 clusters Score -542907.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -542911.187500 Penalty: 2749.220459
	Iteration 30Q: 3 clusters Score -542911.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -542915.625000 Penalty: 2749.220459
	Iteration 31Q: 3 clusters Score -542915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -542918.062500 Penalty: 2749.220459
	Iteration 32Q: 3 clusters Score -542918.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -542921.562500 Penalty: 2749.220459
	Iteration 33Q: 3 clusters Score -542921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -542923.875000 Penalty: 2749.220459
	Iteration 34Q: 3 clusters Score -542923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -542925.562500 Penalty: 2749.220459
	Iteration 35Q: 3 clusters Score -542925.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -542928.187500 Penalty: 2749.220459
	Iteration 36Q: 3 clusters Score -542928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -542930.187500 Penalty: 2749.220459
	Iteration 37Q: 3 clusters Score -542930.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -542930.937500 Penalty: 2749.220459
	Iteration 38Q: 3 clusters Score -542930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -542930.812500 Penalty: 2749.220459
	Iteration 39Q: 3 clusters Score -542930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -542930.937500 Penalty: 2749.220459
	Iteration 40F: 3 clusters Score -542930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -542932.000000 Penalty: 2749.220459
	Iteration 41Q: 3 clusters Score -542932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -542932.000000 Penalty: 2749.220459
	Iteration 42F: 3 clusters Score -542932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -154719.531250 Penalty: 1169.826294
	Iteration 0F: 2 clusters Score -154719.5 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 695 members 
Entering Unmasked Estep 
Score: -153047.484375 Penalty: 2339.652588
	Iteration 0F: 3 clusters Score -153047.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153344.171875 Penalty: 2339.652588
	Iteration 1F: 3 clusters Score -153344.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -153435.890625 Penalty: 2339.652588
	Iteration 2F: 3 clusters Score -153435.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153501.375000 Penalty: 2339.652588
	Iteration 3Q: 3 clusters Score -153501.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -153532.218750 Penalty: 2339.652588
	Iteration 4Q: 3 clusters Score -153532.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -153539.203125 Penalty: 2339.652588
	Iteration 5Q: 3 clusters Score -153539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -153546.609375 Penalty: 2339.652588
	Iteration 6Q: 3 clusters Score -153546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -153549.562500 Penalty: 2339.652588
	Iteration 7Q: 3 clusters Score -153549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -153551.250000 Penalty: 2339.652588
	Iteration 8Q: 3 clusters Score -153551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -153553.562500 Penalty: 2339.652588
	Iteration 9Q: 3 clusters Score -153553.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153555.531250 Penalty: 2339.652588
	Iteration 10Q: 3 clusters Score -153555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153555.531250 Penalty: 2339.652588
	Iteration 11F: 3 clusters Score -153555.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -513089.531250 Penalty: 1373.539062
	Iteration 0F: 2 clusters Score -513089.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -509227.500000 Penalty: 2747.078125
	Iteration 0F: 3 clusters Score -509227.5 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -510269.156250 Penalty: 2747.078125
	Iteration 1F: 3 clusters Score -510269.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -510458.531250 Penalty: 2747.078125
	Iteration 2F: 3 clusters Score -510458.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -510606.187500 Penalty: 2747.078125
	Iteration 3F: 3 clusters Score -510606.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -510727.031250 Penalty: 2747.078125
	Iteration 4Q: 3 clusters Score -510727 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -510825.843750 Penalty: 2747.078125
	Iteration 5Q: 3 clusters Score -510825.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -510935.031250 Penalty: 2747.078125
	Iteration 6Q: 3 clusters Score -510935 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -511012.156250 Penalty: 2747.078125
	Iteration 7Q: 3 clusters Score -511012.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -511084.593750 Penalty: 2747.078125
	Iteration 8Q: 3 clusters Score -511084.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -511142.187500 Penalty: 2747.078125
	Iteration 9Q: 3 clusters Score -511142.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -511194.093750 Penalty: 2747.078125
	Iteration 10Q: 3 clusters Score -511194.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -511242.687500 Penalty: 2747.078125
	Iteration 11Q: 3 clusters Score -511242.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -511288.812500 Penalty: 2747.078125
	Iteration 12Q: 3 clusters Score -511288.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -511332.968750 Penalty: 2747.078125
	Iteration 13Q: 3 clusters Score -511333 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -511373.093750 Penalty: 2747.078125
	Iteration 14Q: 3 clusters Score -511373.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -511408.375000 Penalty: 2747.078125
	Iteration 15Q: 3 clusters Score -511408.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -511433.875000 Penalty: 2747.078125
	Iteration 16Q: 3 clusters Score -511433.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -511453.937500 Penalty: 2747.078125
	Iteration 17Q: 3 clusters Score -511453.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -511473.187500 Penalty: 2747.078125
	Iteration 18Q: 3 clusters Score -511473.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -511503.062500 Penalty: 2747.078125
	Iteration 19Q: 3 clusters Score -511503.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -511529.031250 Penalty: 2747.078125
	Iteration 20F: 3 clusters Score -511529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -511545.375000 Penalty: 2747.078125
	Iteration 21Q: 3 clusters Score -511545.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -511559.781250 Penalty: 2747.078125
	Iteration 22Q: 3 clusters Score -511559.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -511577.187500 Penalty: 2747.078125
	Iteration 23Q: 3 clusters Score -511577.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -511597.937500 Penalty: 2747.078125
	Iteration 24Q: 3 clusters Score -511597.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -511618.156250 Penalty: 2747.078125
	Iteration 25Q: 3 clusters Score -511618.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -511636.218750 Penalty: 2747.078125
	Iteration 26Q: 3 clusters Score -511636.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -511650.656250 Penalty: 2747.078125
	Iteration 27Q: 3 clusters Score -511650.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -511661.906250 Penalty: 2747.078125
	Iteration 28Q: 3 clusters Score -511661.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -511671.468750 Penalty: 2747.078125
	Iteration 29Q: 3 clusters Score -511671.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -511678.968750 Penalty: 2747.078125
	Iteration 30Q: 3 clusters Score -511679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -511685.031250 Penalty: 2747.078125
	Iteration 31Q: 3 clusters Score -511685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -511690.093750 Penalty: 2747.078125
	Iteration 32Q: 3 clusters Score -511690.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -511694.750000 Penalty: 2747.078125
	Iteration 33Q: 3 clusters Score -511694.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -511700.343750 Penalty: 2747.078125
	Iteration 34Q: 3 clusters Score -511700.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -511703.437500 Penalty: 2747.078125
	Iteration 35Q: 3 clusters Score -511703.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -511708.250000 Penalty: 2747.078125
	Iteration 36Q: 3 clusters Score -511708.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -511709.812500 Penalty: 2747.078125
	Iteration 37Q: 3 clusters Score -511709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -511712.125000 Penalty: 2747.078125
	Iteration 38Q: 3 clusters Score -511712.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -511714.968750 Penalty: 2747.078125
	Iteration 39Q: 3 clusters Score -511715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -511718.000000 Penalty: 2747.078125
	Iteration 40F: 3 clusters Score -511718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -511720.500000 Penalty: 2747.078125
	Iteration 41Q: 3 clusters Score -511720.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -511724.843750 Penalty: 2747.078125
	Iteration 42Q: 3 clusters Score -511724.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -511728.750000 Penalty: 2747.078125
	Iteration 43Q: 3 clusters Score -511728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -511733.500000 Penalty: 2747.078125
	Iteration 44Q: 3 clusters Score -511733.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -511737.218750 Penalty: 2747.078125
	Iteration 45Q: 3 clusters Score -511737.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -511742.187500 Penalty: 2747.078125
	Iteration 46Q: 3 clusters Score -511742.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -511745.000000 Penalty: 2747.078125
	Iteration 47Q: 3 clusters Score -511745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -511747.218750 Penalty: 2747.078125
	Iteration 48Q: 3 clusters Score -511747.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -511750.218750 Penalty: 2747.078125
	Iteration 49Q: 3 clusters Score -511750.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -511752.718750 Penalty: 2747.078125
	Iteration 50Q: 3 clusters Score -511752.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -511756.812500 Penalty: 2747.078125
	Iteration 51Q: 3 clusters Score -511756.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -511759.843750 Penalty: 2747.078125
	Iteration 52Q: 3 clusters Score -511759.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -511762.562500 Penalty: 2747.078125
	Iteration 53Q: 3 clusters Score -511762.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -511765.812500 Penalty: 2747.078125
	Iteration 54Q: 3 clusters Score -511765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -511768.250000 Penalty: 2747.078125
	Iteration 55Q: 3 clusters Score -511768.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -511771.500000 Penalty: 2747.078125
	Iteration 56Q: 3 clusters Score -511771.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -511774.781250 Penalty: 2747.078125
	Iteration 57Q: 3 clusters Score -511774.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -511777.500000 Penalty: 2747.078125
	Iteration 58Q: 3 clusters Score -511777.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -511781.781250 Penalty: 2747.078125
	Iteration 59Q: 3 clusters Score -511781.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -511787.000000 Penalty: 2747.078125
	Iteration 60F: 3 clusters Score -511787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -511791.750000 Penalty: 2747.078125
	Iteration 61Q: 3 clusters Score -511791.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -511800.906250 Penalty: 2747.078125
	Iteration 62Q: 3 clusters Score -511800.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -511809.406250 Penalty: 2747.078125
	Iteration 63Q: 3 clusters Score -511809.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -511815.843750 Penalty: 2747.078125
	Iteration 64Q: 3 clusters Score -511815.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -511824.500000 Penalty: 2747.078125
	Iteration 65Q: 3 clusters Score -511824.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -511836.093750 Penalty: 2747.078125
	Iteration 66Q: 3 clusters Score -511836.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -511846.750000 Penalty: 2747.078125
	Iteration 67Q: 3 clusters Score -511846.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -511854.875000 Penalty: 2747.078125
	Iteration 68Q: 3 clusters Score -511854.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -511863.312500 Penalty: 2747.078125
	Iteration 69Q: 3 clusters Score -511863.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -511867.781250 Penalty: 2747.078125
	Iteration 70Q: 3 clusters Score -511867.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -511873.750000 Penalty: 2747.078125
	Iteration 71Q: 3 clusters Score -511873.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -511885.031250 Penalty: 2747.078125
	Iteration 72Q: 3 clusters Score -511885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -511899.062500 Penalty: 2747.078125
	Iteration 73Q: 3 clusters Score -511899.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -511910.406250 Penalty: 2747.078125
	Iteration 74Q: 3 clusters Score -511910.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -511924.625000 Penalty: 2747.078125
	Iteration 75Q: 3 clusters Score -511924.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -511939.406250 Penalty: 2747.078125
	Iteration 76Q: 3 clusters Score -511939.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -511952.250000 Penalty: 2747.078125
	Iteration 77Q: 3 clusters Score -511952.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -511966.000000 Penalty: 2747.078125
	Iteration 78Q: 3 clusters Score -511966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -511978.562500 Penalty: 2747.078125
	Iteration 79Q: 3 clusters Score -511978.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -512000.281250 Penalty: 2747.078125
	Iteration 80F: 3 clusters Score -512000.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -512017.593750 Penalty: 2747.078125
	Iteration 81Q: 3 clusters Score -512017.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -512029.625000 Penalty: 2747.078125
	Iteration 82Q: 3 clusters Score -512029.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -512042.593750 Penalty: 2747.078125
	Iteration 83Q: 3 clusters Score -512042.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -512057.500000 Penalty: 2747.078125
	Iteration 84Q: 3 clusters Score -512057.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -512080.125000 Penalty: 2747.078125
	Iteration 85Q: 3 clusters Score -512080.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -512099.250000 Penalty: 2747.078125
	Iteration 86Q: 3 clusters Score -512099.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -512122.781250 Penalty: 2747.078125
	Iteration 87Q: 3 clusters Score -512122.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -512146.937500 Penalty: 2747.078125
	Iteration 88Q: 3 clusters Score -512146.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -512174.000000 Penalty: 2747.078125
	Iteration 89Q: 3 clusters Score -512174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -512195.906250 Penalty: 2747.078125
	Iteration 90Q: 3 clusters Score -512195.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -512216.687500 Penalty: 2747.078125
	Iteration 91Q: 3 clusters Score -512216.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -512231.437500 Penalty: 2747.078125
	Iteration 92Q: 3 clusters Score -512231.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -512243.093750 Penalty: 2747.078125
	Iteration 93Q: 3 clusters Score -512243.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -512253.906250 Penalty: 2747.078125
	Iteration 94Q: 3 clusters Score -512253.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -512265.093750 Penalty: 2747.078125
	Iteration 95Q: 3 clusters Score -512265.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -512269.593750 Penalty: 2747.078125
	Iteration 96Q: 3 clusters Score -512269.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -512275.343750 Penalty: 2747.078125
	Iteration 97Q: 3 clusters Score -512275.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -512279.187500 Penalty: 2747.078125
	Iteration 98Q: 3 clusters Score -512279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -512282.031250 Penalty: 2747.078125
	Iteration 99Q: 3 clusters Score -512282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -512283.406250 Penalty: 2747.078125
	Iteration 100F: 3 clusters Score -512283.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -512290.718750 Penalty: 2747.078125
	Iteration 101Q: 3 clusters Score -512290.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -512298.468750 Penalty: 2747.078125
	Iteration 102Q: 3 clusters Score -512298.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -512305.937500 Penalty: 2747.078125
	Iteration 103Q: 3 clusters Score -512305.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -512313.906250 Penalty: 2747.078125
	Iteration 104Q: 3 clusters Score -512313.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -512320.312500 Penalty: 2747.078125
	Iteration 105Q: 3 clusters Score -512320.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -512326.343750 Penalty: 2747.078125
	Iteration 106Q: 3 clusters Score -512326.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -512329.687500 Penalty: 2747.078125
	Iteration 107Q: 3 clusters Score -512329.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -512335.031250 Penalty: 2747.078125
	Iteration 108Q: 3 clusters Score -512335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -512337.500000 Penalty: 2747.078125
	Iteration 109Q: 3 clusters Score -512337.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -512339.125000 Penalty: 2747.078125
	Iteration 110Q: 3 clusters Score -512339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -512340.500000 Penalty: 2747.078125
	Iteration 111Q: 3 clusters Score -512340.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -512343.718750 Penalty: 2747.078125
	Iteration 112Q: 3 clusters Score -512343.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -512345.687500 Penalty: 2747.078125
	Iteration 113Q: 3 clusters Score -512345.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -512346.812500 Penalty: 2747.078125
	Iteration 114Q: 3 clusters Score -512346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -512350.250000 Penalty: 2747.078125
	Iteration 115Q: 3 clusters Score -512350.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -512351.343750 Penalty: 2747.078125
	Iteration 116Q: 3 clusters Score -512351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -512351.156250 Penalty: 2747.078125
	Iteration 117Q: 3 clusters Score -512351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -512351.968750 Penalty: 2747.078125
	Iteration 118Q: 3 clusters Score -512352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -512352.500000 Penalty: 2747.078125
	Iteration 119Q: 3 clusters Score -512352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -512353.062500 Penalty: 2747.078125
	Iteration 120F: 3 clusters Score -512353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -512355.562500 Penalty: 2747.078125
	Iteration 121Q: 3 clusters Score -512355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -512357.687500 Penalty: 2747.078125
	Iteration 122Q: 3 clusters Score -512357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -512359.687500 Penalty: 2747.078125
	Iteration 123Q: 3 clusters Score -512359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -512361.125000 Penalty: 2747.078125
	Iteration 124Q: 3 clusters Score -512361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -512362.093750 Penalty: 2747.078125
	Iteration 125Q: 3 clusters Score -512362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -512363.250000 Penalty: 2747.078125
	Iteration 126Q: 3 clusters Score -512363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -512364.593750 Penalty: 2747.078125
	Iteration 127Q: 3 clusters Score -512364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -512366.000000 Penalty: 2747.078125
	Iteration 128Q: 3 clusters Score -512366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -512366.500000 Penalty: 2747.078125
	Iteration 129Q: 3 clusters Score -512366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -512366.500000 Penalty: 2747.078125
	Iteration 130F: 3 clusters Score -512366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Entering Unmasked Estep 
Score: -1493723.625000 Penalty: 1532.537598
	Iteration 0F: 2 clusters Score -1493724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1485071.125000 Penalty: 3065.075195
	Iteration 0F: 3 clusters Score -1485071 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1488036.125000 Penalty: 3065.075195
	Iteration 1F: 3 clusters Score -1488036 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1488282.000000 Penalty: 3065.075195
	Iteration 2F: 3 clusters Score -1488282 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1488457.750000 Penalty: 3065.075195
	Iteration 3Q: 3 clusters Score -1488458 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1488611.375000 Penalty: 3065.075195
	Iteration 4Q: 3 clusters Score -1488611 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1488776.875000 Penalty: 3065.075195
	Iteration 5Q: 3 clusters Score -1488777 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1488968.875000 Penalty: 3065.075195
	Iteration 6Q: 3 clusters Score -1488969 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1489206.250000 Penalty: 3065.075195
	Iteration 7Q: 3 clusters Score -1489206 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1489508.625000 Penalty: 3065.075195
	Iteration 8Q: 3 clusters Score -1489509 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1489915.125000 Penalty: 3065.075195
	Iteration 9Q: 3 clusters Score -1489915 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1490402.500000 Penalty: 3065.075195
	Iteration 10F: 3 clusters Score -1490402 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1490786.000000 Penalty: 3065.075195
	Iteration 11Q: 3 clusters Score -1490786 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1490980.250000 Penalty: 3065.075195
	Iteration 12Q: 3 clusters Score -1490980 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1491064.000000 Penalty: 3065.075195
	Iteration 13Q: 3 clusters Score -1491064 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1491101.250000 Penalty: 3065.075195
	Iteration 14Q: 3 clusters Score -1491101 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1491128.125000 Penalty: 3065.075195
	Iteration 15Q: 3 clusters Score -1491128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1491145.000000 Penalty: 3065.075195
	Iteration 16Q: 3 clusters Score -1491145 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1491159.500000 Penalty: 3065.075195
	Iteration 17Q: 3 clusters Score -1491160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1491172.375000 Penalty: 3065.075195
	Iteration 18Q: 3 clusters Score -1491172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1491181.125000 Penalty: 3065.075195
	Iteration 19Q: 3 clusters Score -1491181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1491181.750000 Penalty: 3065.075195
	Iteration 20F: 3 clusters Score -1491182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1491190.875000 Penalty: 3065.075195
	Iteration 21Q: 3 clusters Score -1491191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1491199.875000 Penalty: 3065.075195
	Iteration 22Q: 3 clusters Score -1491200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1491205.875000 Penalty: 3065.075195
	Iteration 23Q: 3 clusters Score -1491206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1491214.250000 Penalty: 3065.075195
	Iteration 24Q: 3 clusters Score -1491214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1491218.500000 Penalty: 3065.075195
	Iteration 25Q: 3 clusters Score -1491218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1491227.875000 Penalty: 3065.075195
	Iteration 26Q: 3 clusters Score -1491228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1491237.625000 Penalty: 3065.075195
	Iteration 27Q: 3 clusters Score -1491238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1491247.875000 Penalty: 3065.075195
	Iteration 28Q: 3 clusters Score -1491248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1491248.625000 Penalty: 3065.075195
	Iteration 29Q: 3 clusters Score -1491249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1491259.750000 Penalty: 3065.075195
	Iteration 30Q: 3 clusters Score -1491260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1491268.375000 Penalty: 3065.075195
	Iteration 31Q: 3 clusters Score -1491268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1491271.000000 Penalty: 3065.075195
	Iteration 32Q: 3 clusters Score -1491271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1491279.500000 Penalty: 3065.075195
	Iteration 33Q: 3 clusters Score -1491280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1491288.750000 Penalty: 3065.075195
	Iteration 34Q: 3 clusters Score -1491289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1491293.500000 Penalty: 3065.075195
	Iteration 35Q: 3 clusters Score -1491294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1491297.500000 Penalty: 3065.075195
	Iteration 36Q: 3 clusters Score -1491298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1491305.875000 Penalty: 3065.075195
	Iteration 37Q: 3 clusters Score -1491306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1491316.875000 Penalty: 3065.075195
	Iteration 38Q: 3 clusters Score -1491317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1491316.500000 Penalty: 3065.075195
	Iteration 39Q: 3 clusters Score -1491316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1491322.125000 Penalty: 3065.075195
	Iteration 40F: 3 clusters Score -1491322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1491323.250000 Penalty: 3065.075195
	Iteration 41Q: 3 clusters Score -1491323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1491326.750000 Penalty: 3065.075195
	Iteration 42Q: 3 clusters Score -1491327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1491331.250000 Penalty: 3065.075195
	Iteration 43Q: 3 clusters Score -1491331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1491334.750000 Penalty: 3065.075195
	Iteration 44Q: 3 clusters Score -1491335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1491338.875000 Penalty: 3065.075195
	Iteration 45Q: 3 clusters Score -1491339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1491341.625000 Penalty: 3065.075195
	Iteration 46Q: 3 clusters Score -1491342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1491341.625000 Penalty: 3065.075195
	Iteration 47Q: 3 clusters Score -1491342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1491348.625000 Penalty: 3065.075195
	Iteration 48Q: 3 clusters Score -1491349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1491349.000000 Penalty: 3065.075195
	Iteration 49Q: 3 clusters Score -1491349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1491349.750000 Penalty: 3065.075195
	Iteration 50Q: 3 clusters Score -1491350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1491349.625000 Penalty: 3065.075195
	Iteration 51Q: 3 clusters Score -1491350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1491351.125000 Penalty: 3065.075195
	Iteration 52Q: 3 clusters Score -1491351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1491350.125000 Penalty: 3065.075195
	Iteration 53Q: 3 clusters Score -1491350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1491357.000000 Penalty: 3065.075195
	Iteration 54Q: 3 clusters Score -1491357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1491367.250000 Penalty: 3065.075195
	Iteration 55Q: 3 clusters Score -1491367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1491365.625000 Penalty: 3065.075195
	Iteration 56Q: 3 clusters Score -1491366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1491369.375000 Penalty: 3065.075195
	Iteration 57Q: 3 clusters Score -1491369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1491380.000000 Penalty: 3065.075195
	Iteration 58Q: 3 clusters Score -1491380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1491387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1491389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1491394 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1491398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1491403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1491411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1491414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1491421.500000 Penalty: 3065.075195
	Iteration 66Q: 3 clusters Score -1491422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1491426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1491431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1491437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1491442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1491444.125000 Penalty: 3065.075195
	Iteration 71Q: 3 clusters Score -1491444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1491445.500000 Penalty: 3065.075195
	Iteration 72Q: 3 clusters Score -1491446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1491447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1491451.875000 Penalty: 3065.075195
	Iteration 74Q: 3 clusters Score -1491452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1491450.375000 Penalty: 3065.075195
	Iteration 75Q: 3 clusters Score -1491450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1491453.500000 Penalty: 3065.075195
	Iteration 76Q: 3 clusters Score -1491454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1491460.125000 Penalty: 3065.075195
	Iteration 77Q: 3 clusters Score -1491460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1491466.250000 Penalty: 3065.075195
	Iteration 78Q: 3 clusters Score -1491466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1491465.000000 Penalty: 3065.075195
	Iteration 79Q: 3 clusters Score -1491465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1491469.375000 Penalty: 3065.075195
	Iteration 80F: 3 clusters Score -1491469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1491472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1491477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1491480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1491481.000000 Penalty: 3065.075195
	Iteration 84Q: 3 clusters Score -1491481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1491485.625000 Penalty: 3065.075195
	Iteration 85Q: 3 clusters Score -1491486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1491486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1491489.250000 Penalty: 3065.075195
	Iteration 87Q: 3 clusters Score -1491489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1491492.875000 Penalty: 3065.075195
	Iteration 88Q: 3 clusters Score -1491493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1491497.000000 Penalty: 3065.075195
	Iteration 89Q: 3 clusters Score -1491497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1491502.500000 Penalty: 3065.075195
	Iteration 90Q: 3 clusters Score -1491502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1491507.375000 Penalty: 3065.075195
	Iteration 91Q: 3 clusters Score -1491507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1491509.625000 Penalty: 3065.075195
	Iteration 92Q: 3 clusters Score -1491510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1491514.250000 Penalty: 3065.075195
	Iteration 93Q: 3 clusters Score -1491514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1491523.375000 Penalty: 3065.075195
	Iteration 94Q: 3 clusters Score -1491523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1491533.125000 Penalty: 3065.075195
	Iteration 95Q: 3 clusters Score -1491533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1491531.750000 Penalty: 3065.075195
	Iteration 96Q: 3 clusters Score -1491532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1491540.500000 Penalty: 3065.075195
	Iteration 97Q: 3 clusters Score -1491540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1491544.875000 Penalty: 3065.075195
	Iteration 98Q: 3 clusters Score -1491545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1491546.750000 Penalty: 3065.075195
	Iteration 99Q: 3 clusters Score -1491547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1491553.500000 Penalty: 3065.075195
	Iteration 100F: 3 clusters Score -1491554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1491563.375000 Penalty: 3065.075195
	Iteration 101Q: 3 clusters Score -1491563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1491574.125000 Penalty: 3065.075195
	Iteration 102Q: 3 clusters Score -1491574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1491582.875000 Penalty: 3065.075195
	Iteration 103Q: 3 clusters Score -1491583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1491590.375000 Penalty: 3065.075195
	Iteration 104Q: 3 clusters Score -1491590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1491599.250000 Penalty: 3065.075195
	Iteration 105Q: 3 clusters Score -1491599 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1491616.125000 Penalty: 3065.075195
	Iteration 106Q: 3 clusters Score -1491616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1491629.125000 Penalty: 3065.075195
	Iteration 107Q: 3 clusters Score -1491629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1491636.875000 Penalty: 3065.075195
	Iteration 108Q: 3 clusters Score -1491637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1491652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2661 members 
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	Iteration 110Q: 3 clusters Score -1491664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1491676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1491690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
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Score: -1491700.250000 Penalty: 3065.075195
	Iteration 113Q: 3 clusters Score -1491700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1491711.250000 Penalty: 3065.075195
	Iteration 114Q: 3 clusters Score -1491711 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10016 members 
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Entering Unmasked Estep 
Score: -1491721.625000 Penalty: 3065.075195
	Iteration 115Q: 3 clusters Score -1491722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1491730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1491735.875000 Penalty: 3065.075195
	Iteration 117Q: 3 clusters Score -1491736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1491748.875000 Penalty: 3065.075195
	Iteration 118Q: 3 clusters Score -1491749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1491752.750000 Penalty: 3065.075195
	Iteration 119Q: 3 clusters Score -1491753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1491760.375000 Penalty: 3065.075195
	Iteration 120F: 3 clusters Score -1491760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1491765.375000 Penalty: 3065.075195
	Iteration 121Q: 3 clusters Score -1491765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1491778.250000 Penalty: 3065.075195
	Iteration 122Q: 3 clusters Score -1491778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1491793.000000 Penalty: 3065.075195
	Iteration 123Q: 3 clusters Score -1491793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1491802.500000 Penalty: 3065.075195
	Iteration 124Q: 3 clusters Score -1491802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1491816.625000 Penalty: 3065.075195
	Iteration 125Q: 3 clusters Score -1491817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1491827.875000 Penalty: 3065.075195
	Iteration 126Q: 3 clusters Score -1491828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1491836.375000 Penalty: 3065.075195
	Iteration 127Q: 3 clusters Score -1491836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1491843.125000 Penalty: 3065.075195
	Iteration 128Q: 3 clusters Score -1491843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1491848.375000 Penalty: 3065.075195
	Iteration 129Q: 3 clusters Score -1491848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1491856.625000 Penalty: 3065.075195
	Iteration 130Q: 3 clusters Score -1491857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1491865.875000 Penalty: 3065.075195
	Iteration 131Q: 3 clusters Score -1491866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1491871.875000 Penalty: 3065.075195
	Iteration 132Q: 3 clusters Score -1491872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1491882.125000 Penalty: 3065.075195
	Iteration 133Q: 3 clusters Score -1491882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1491892.125000 Penalty: 3065.075195
	Iteration 134Q: 3 clusters Score -1491892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1491898.625000 Penalty: 3065.075195
	Iteration 135Q: 3 clusters Score -1491899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1491906.625000 Penalty: 3065.075195
	Iteration 136Q: 3 clusters Score -1491907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1491916.250000 Penalty: 3065.075195
	Iteration 137Q: 3 clusters Score -1491916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1491925.625000 Penalty: 3065.075195
	Iteration 138Q: 3 clusters Score -1491926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1491927.250000 Penalty: 3065.075195
	Iteration 139Q: 3 clusters Score -1491927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1491934.125000 Penalty: 3065.075195
	Iteration 140F: 3 clusters Score -1491934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1491934.625000 Penalty: 3065.075195
	Iteration 141Q: 3 clusters Score -1491935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1491940.750000 Penalty: 3065.075195
	Iteration 142Q: 3 clusters Score -1491941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1491949.250000 Penalty: 3065.075195
	Iteration 143Q: 3 clusters Score -1491949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1491951.375000 Penalty: 3065.075195
	Iteration 144Q: 3 clusters Score -1491951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1491955.375000 Penalty: 3065.075195
	Iteration 145Q: 3 clusters Score -1491955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1491962.750000 Penalty: 3065.075195
	Iteration 146Q: 3 clusters Score -1491963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1491970.500000 Penalty: 3065.075195
	Iteration 147Q: 3 clusters Score -1491970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1491972.500000 Penalty: 3065.075195
	Iteration 148Q: 3 clusters Score -1491972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1491984.125000 Penalty: 3065.075195
	Iteration 149Q: 3 clusters Score -1491984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1491986.375000 Penalty: 3065.075195
	Iteration 150Q: 3 clusters Score -1491986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1491993.250000 Penalty: 3065.075195
	Iteration 151Q: 3 clusters Score -1491993 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1491998.000000 Penalty: 3065.075195
	Iteration 152Q: 3 clusters Score -1491998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1492002.500000 Penalty: 3065.075195
	Iteration 153Q: 3 clusters Score -1492002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1492009.125000 Penalty: 3065.075195
	Iteration 154Q: 3 clusters Score -1492009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1492010.250000 Penalty: 3065.075195
	Iteration 155Q: 3 clusters Score -1492010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1492013.625000 Penalty: 3065.075195
	Iteration 156Q: 3 clusters Score -1492014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1492019.875000 Penalty: 3065.075195
	Iteration 157Q: 3 clusters Score -1492020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1492025.750000 Penalty: 3065.075195
	Iteration 158Q: 3 clusters Score -1492026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1492030.625000 Penalty: 3065.075195
	Iteration 159Q: 3 clusters Score -1492031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1492034.750000 Penalty: 3065.075195
	Iteration 160F: 3 clusters Score -1492035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1492036.625000 Penalty: 3065.075195
	Iteration 161Q: 3 clusters Score -1492037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1492039.250000 Penalty: 3065.075195
	Iteration 162Q: 3 clusters Score -1492039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1492047.125000 Penalty: 3065.075195
	Iteration 163Q: 3 clusters Score -1492047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1492055.250000 Penalty: 3065.075195
	Iteration 164Q: 3 clusters Score -1492055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1492062.000000 Penalty: 3065.075195
	Iteration 165Q: 3 clusters Score -1492062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1492069.750000 Penalty: 3065.075195
	Iteration 166Q: 3 clusters Score -1492070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1492074.375000 Penalty: 3065.075195
	Iteration 167Q: 3 clusters Score -1492074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1492082.500000 Penalty: 3065.075195
	Iteration 168Q: 3 clusters Score -1492082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1492086.250000 Penalty: 3065.075195
	Iteration 169Q: 3 clusters Score -1492086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1492090.000000 Penalty: 3065.075195
	Iteration 170Q: 3 clusters Score -1492090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1492094.875000 Penalty: 3065.075195
	Iteration 171Q: 3 clusters Score -1492095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1492102.125000 Penalty: 3065.075195
	Iteration 172Q: 3 clusters Score -1492102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1492106.875000 Penalty: 3065.075195
	Iteration 173Q: 3 clusters Score -1492107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1492110.250000 Penalty: 3065.075195
	Iteration 174Q: 3 clusters Score -1492110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1492116.125000 Penalty: 3065.075195
	Iteration 175Q: 3 clusters Score -1492116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1492122.875000 Penalty: 3065.075195
	Iteration 176Q: 3 clusters Score -1492123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1492131.250000 Penalty: 3065.075195
	Iteration 177Q: 3 clusters Score -1492131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1492136.625000 Penalty: 3065.075195
	Iteration 178Q: 3 clusters Score -1492137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1492150.750000 Penalty: 3065.075195
	Iteration 179Q: 3 clusters Score -1492151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1492158.000000 Penalty: 3065.075195
	Iteration 180F: 3 clusters Score -1492158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1492172.750000 Penalty: 3065.075195
	Iteration 181Q: 3 clusters Score -1492173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1492188.125000 Penalty: 3065.075195
	Iteration 182Q: 3 clusters Score -1492188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1492200.500000 Penalty: 3065.075195
	Iteration 183Q: 3 clusters Score -1492200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1492203.000000 Penalty: 3065.075195
	Iteration 184Q: 3 clusters Score -1492203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1492210.750000 Penalty: 3065.075195
	Iteration 185Q: 3 clusters Score -1492211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1492219.500000 Penalty: 3065.075195
	Iteration 186Q: 3 clusters Score -1492220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1492219.750000 Penalty: 3065.075195
	Iteration 187Q: 3 clusters Score -1492220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1492221.250000 Penalty: 3065.075195
	Iteration 188Q: 3 clusters Score -1492221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1492221.500000 Penalty: 3065.075195
	Iteration 189Q: 3 clusters Score -1492222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1492223.125000 Penalty: 3065.075195
	Iteration 190Q: 3 clusters Score -1492223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1492225.625000 Penalty: 3065.075195
	Iteration 191Q: 3 clusters Score -1492226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1492229.000000 Penalty: 3065.075195
	Iteration 192Q: 3 clusters Score -1492229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1492236.500000 Penalty: 3065.075195
	Iteration 193Q: 3 clusters Score -1492236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1492239.375000 Penalty: 3065.075195
	Iteration 194Q: 3 clusters Score -1492239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1492241.250000 Penalty: 3065.075195
	Iteration 195Q: 3 clusters Score -1492241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1492244.625000 Penalty: 3065.075195
	Iteration 196Q: 3 clusters Score -1492245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1492247.250000 Penalty: 3065.075195
	Iteration 197Q: 3 clusters Score -1492247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1492246.625000 Penalty: 3065.075195
	Iteration 198Q: 3 clusters Score -1492247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1492246.125000 Penalty: 3065.075195
	Iteration 199Q: 3 clusters Score -1492246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1492249.250000 Penalty: 3065.075195
	Iteration 200F: 3 clusters Score -1492249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1492253.250000 Penalty: 3065.075195
	Iteration 201Q: 3 clusters Score -1492253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1492254.000000 Penalty: 3065.075195
	Iteration 202Q: 3 clusters Score -1492254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1492254.125000 Penalty: 3065.075195
	Iteration 203Q: 3 clusters Score -1492254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1492257.500000 Penalty: 3065.075195
	Iteration 204Q: 3 clusters Score -1492258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1492261.125000 Penalty: 3065.075195
	Iteration 205Q: 3 clusters Score -1492261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1492264.500000 Penalty: 3065.075195
	Iteration 206Q: 3 clusters Score -1492264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1492265.125000 Penalty: 3065.075195
	Iteration 207Q: 3 clusters Score -1492265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1492267.500000 Penalty: 3065.075195
	Iteration 208Q: 3 clusters Score -1492268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1492268.375000 Penalty: 3065.075195
	Iteration 209Q: 3 clusters Score -1492268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1492267.750000 Penalty: 3065.075195
	Iteration 210Q: 3 clusters Score -1492268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1492267.125000 Penalty: 3065.075195
	Iteration 211Q: 3 clusters Score -1492267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1492267.125000 Penalty: 3065.075195
	Iteration 212F: 3 clusters Score -1492267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -12649.464844 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -12649.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12117.061523 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -12117.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12244.530273 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -12244.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12254.291016 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -12254.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12260.805664 Penalty: 1649.431519
	Iteration 3Q: 3 clusters Score -12260.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12260.805664 Penalty: 1649.431519
	Iteration 4F: 3 clusters Score -12260.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Entering Unmasked Estep 
Score: -486854.281250 Penalty: 1355.595337
	Iteration 0F: 2 clusters Score -486854.3 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 2081 members 
Entering Unmasked Estep 
Score: -483380.843750 Penalty: 2711.190674
	Iteration 0F: 3 clusters Score -483380.8 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -484289.187500 Penalty: 2711.190674
	Iteration 1F: 3 clusters Score -484289.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -484499.968750 Penalty: 2711.190674
	Iteration 2F: 3 clusters Score -484500 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -484650.968750 Penalty: 2711.190674
	Iteration 3F: 3 clusters Score -484651 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -484759.000000 Penalty: 2711.190674
	Iteration 4Q: 3 clusters Score -484759 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -484842.093750 Penalty: 2711.190674
	Iteration 5Q: 3 clusters Score -484842.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -484936.375000 Penalty: 2711.190674
	Iteration 6Q: 3 clusters Score -484936.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -485027.781250 Penalty: 2711.190674
	Iteration 7Q: 3 clusters Score -485027.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -485136.593750 Penalty: 2711.190674
	Iteration 8Q: 3 clusters Score -485136.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -485224.843750 Penalty: 2711.190674
	Iteration 9Q: 3 clusters Score -485224.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -485288.562500 Penalty: 2711.190674
	Iteration 10Q: 3 clusters Score -485288.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -485360.218750 Penalty: 2711.190674
	Iteration 11Q: 3 clusters Score -485360.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -485418.343750 Penalty: 2711.190674
	Iteration 12Q: 3 clusters Score -485418.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -485475.687500 Penalty: 2711.190674
	Iteration 13Q: 3 clusters Score -485475.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -485510.718750 Penalty: 2711.190674
	Iteration 14Q: 3 clusters Score -485510.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -485541.281250 Penalty: 2711.190674
	Iteration 15Q: 3 clusters Score -485541.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -485570.125000 Penalty: 2711.190674
	Iteration 16Q: 3 clusters Score -485570.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -485594.281250 Penalty: 2711.190674
	Iteration 17Q: 3 clusters Score -485594.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -485620.687500 Penalty: 2711.190674
	Iteration 18Q: 3 clusters Score -485620.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -485636.312500 Penalty: 2711.190674
	Iteration 19Q: 3 clusters Score -485636.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -485647.468750 Penalty: 2711.190674
	Iteration 20F: 3 clusters Score -485647.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -485658.312500 Penalty: 2711.190674
	Iteration 21Q: 3 clusters Score -485658.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -485662.406250 Penalty: 2711.190674
	Iteration 22Q: 3 clusters Score -485662.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -485667.312500 Penalty: 2711.190674
	Iteration 23Q: 3 clusters Score -485667.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -485670.968750 Penalty: 2711.190674
	Iteration 24Q: 3 clusters Score -485671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -485673.843750 Penalty: 2711.190674
	Iteration 25Q: 3 clusters Score -485673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -485675.750000 Penalty: 2711.190674
	Iteration 26Q: 3 clusters Score -485675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -485679.500000 Penalty: 2711.190674
	Iteration 27Q: 3 clusters Score -485679.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -485685.062500 Penalty: 2711.190674
	Iteration 28Q: 3 clusters Score -485685.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -485685.781250 Penalty: 2711.190674
	Iteration 29Q: 3 clusters Score -485685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -485688.000000 Penalty: 2711.190674
	Iteration 30Q: 3 clusters Score -485688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -485689.031250 Penalty: 2711.190674
	Iteration 31Q: 3 clusters Score -485689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -485689.093750 Penalty: 2711.190674
	Iteration 32Q: 3 clusters Score -485689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -485690.000000 Penalty: 2711.190674
	Iteration 33Q: 3 clusters Score -485690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -485690.000000 Penalty: 2711.190674
	Iteration 34F: 3 clusters Score -485690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Entering Unmasked Estep 
Score: -3325804.000000 Penalty: 1666.943848
	Iteration 0F: 2 clusters Score -3325804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3306496.000000 Penalty: 3333.887695
	Iteration 0F: 3 clusters Score -3306496 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3313672.250000 Penalty: 3333.887695
	Iteration 1F: 3 clusters Score -3313672 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3313976.250000 Penalty: 3333.887695
	Iteration 2Q: 3 clusters Score -3313976 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3314239.000000 Penalty: 3333.887695
	Iteration 3Q: 3 clusters Score -3314239 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3314434.500000 Penalty: 3333.887695
	Iteration 4Q: 3 clusters Score -3314434 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3314650.500000 Penalty: 3333.887695
	Iteration 5Q: 3 clusters Score -3314650 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3314844.000000 Penalty: 3333.887695
	Iteration 6Q: 3 clusters Score -3314844 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3315047.000000 Penalty: 3333.887695
	Iteration 7Q: 3 clusters Score -3315047 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3315243.250000 Penalty: 3333.887695
	Iteration 8Q: 3 clusters Score -3315243 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3315466.250000 Penalty: 3333.887695
	Iteration 9Q: 3 clusters Score -3315466 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3315736.000000 Penalty: 3333.887695
	Iteration 10Q: 3 clusters Score -3315736 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -3316152.500000 Penalty: 3333.887695
	Iteration 11Q: 3 clusters Score -3316152 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3316757.500000 Penalty: 3333.887695
	Iteration 12Q: 3 clusters Score -3316758 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3317727.250000 Penalty: 3333.887695
	Iteration 13F: 3 clusters Score -3317727 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3319149.750000 Penalty: 3333.887695
	Iteration 14F: 3 clusters Score -3319150 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3320897.000000 Penalty: 3333.887695
	Iteration 15F: 3 clusters Score -3320897 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3322439.750000 Penalty: 3333.887695
	Iteration 16F: 3 clusters Score -3322440 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3323416.750000 Penalty: 3333.887695
	Iteration 17Q: 3 clusters Score -3323417 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3323896.500000 Penalty: 3333.887695
	Iteration 18Q: 3 clusters Score -3323896 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3324119.250000 Penalty: 3333.887695
	Iteration 19Q: 3 clusters Score -3324119 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3324229.500000 Penalty: 3333.887695
	Iteration 20F: 3 clusters Score -3324230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3324296.250000 Penalty: 3333.887695
	Iteration 21Q: 3 clusters Score -3324296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3324331.500000 Penalty: 3333.887695
	Iteration 22Q: 3 clusters Score -3324332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -3324348.750000 Penalty: 3333.887695
	Iteration 23Q: 3 clusters Score -3324349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3324348.250000 Penalty: 3333.887695
	Iteration 24Q: 3 clusters Score -3324348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3324352.750000 Penalty: 3333.887695
	Iteration 25Q: 3 clusters Score -3324353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3324358.000000 Penalty: 3333.887695
	Iteration 26Q: 3 clusters Score -3324358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3324356.000000 Penalty: 3333.887695
	Iteration 27Q: 3 clusters Score -3324356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3324358.250000 Penalty: 3333.887695
	Iteration 28Q: 3 clusters Score -3324358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3324358.250000 Penalty: 3333.887695
	Iteration 29F: 3 clusters Score -3324358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Entering Unmasked Estep 
Score: -3385832.750000 Penalty: 1676.666138
	Iteration 0F: 2 clusters Score -3385833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3365423.250000 Penalty: 3353.332275
	Iteration 0F: 3 clusters Score -3365423 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3373013.250000 Penalty: 3353.332275
	Iteration 1F: 3 clusters Score -3373013 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3373389.000000 Penalty: 3353.332275
	Iteration 2Q: 3 clusters Score -3373389 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3373726.000000 Penalty: 3353.332275
	Iteration 3Q: 3 clusters Score -3373726 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3374020.500000 Penalty: 3353.332275
	Iteration 4Q: 3 clusters Score -3374020 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3374335.500000 Penalty: 3353.332275
	Iteration 5Q: 3 clusters Score -3374336 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3374666.250000 Penalty: 3353.332275
	Iteration 6Q: 3 clusters Score -3374666 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3375104.500000 Penalty: 3353.332275
	Iteration 7Q: 3 clusters Score -3375104 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3375691.750000 Penalty: 3353.332275
	Iteration 8Q: 3 clusters Score -3375692 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3376478.250000 Penalty: 3353.332275
	Iteration 9Q: 3 clusters Score -3376478 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -3377475.750000 Penalty: 3353.332275
	Iteration 10F: 3 clusters Score -3377476 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3378725.000000 Penalty: 3353.332275
	Iteration 11F: 3 clusters Score -3378725 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3379986.500000 Penalty: 3353.332275
	Iteration 12F: 3 clusters Score -3379986 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3381082.500000 Penalty: 3353.332275
	Iteration 13F: 3 clusters Score -3381082 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3382022.000000 Penalty: 3353.332275
	Iteration 14Q: 3 clusters Score -3382022 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3382793.500000 Penalty: 3353.332275
	Iteration 15Q: 3 clusters Score -3382794 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3383247.750000 Penalty: 3353.332275
	Iteration 16Q: 3 clusters Score -3383248 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -3383614.500000 Penalty: 3353.332275
	Iteration 17Q: 3 clusters Score -3383614 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3383935.500000 Penalty: 3353.332275
	Iteration 18Q: 3 clusters Score -3383936 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3384153.250000 Penalty: 3353.332275
	Iteration 19Q: 3 clusters Score -3384153 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3384287.000000 Penalty: 3353.332275
	Iteration 20F: 3 clusters Score -3384287 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3384377.000000 Penalty: 3353.332275
	Iteration 21Q: 3 clusters Score -3384377 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3384449.250000 Penalty: 3353.332275
	Iteration 22Q: 3 clusters Score -3384449 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3384495.250000 Penalty: 3353.332275
	Iteration 23Q: 3 clusters Score -3384495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3384525.250000 Penalty: 3353.332275
	Iteration 24Q: 3 clusters Score -3384525 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -3384549.000000 Penalty: 3353.332275
	Iteration 25Q: 3 clusters Score -3384549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -3384568.250000 Penalty: 3353.332275
	Iteration 26Q: 3 clusters Score -3384568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3384583.750000 Penalty: 3353.332275
	Iteration 27Q: 3 clusters Score -3384584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3384596.500000 Penalty: 3353.332275
	Iteration 28Q: 3 clusters Score -3384596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3384616.000000 Penalty: 3353.332275
	Iteration 29Q: 3 clusters Score -3384616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -3384624.500000 Penalty: 3353.332275
	Iteration 30Q: 3 clusters Score -3384624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -3384631.000000 Penalty: 3353.332275
	Iteration 31Q: 3 clusters Score -3384631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -3384636.750000 Penalty: 3353.332275
	Iteration 32Q: 3 clusters Score -3384637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3384638.750000 Penalty: 3353.332275
	Iteration 33Q: 3 clusters Score -3384639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -3384642.750000 Penalty: 3353.332275
	Iteration 34Q: 3 clusters Score -3384643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3384645.250000 Penalty: 3353.332275
	Iteration 35Q: 3 clusters Score -3384645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3384654.250000 Penalty: 3353.332275
	Iteration 36Q: 3 clusters Score -3384654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -3384653.750000 Penalty: 3353.332275
	Iteration 37Q: 3 clusters Score -3384654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3384660.250000 Penalty: 3353.332275
	Iteration 38Q: 3 clusters Score -3384660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3384662.750000 Penalty: 3353.332275
	Iteration 39Q: 3 clusters Score -3384663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -3384661.750000 Penalty: 3353.332275
	Iteration 40F: 3 clusters Score -3384662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3384662.000000 Penalty: 3353.332275
	Iteration 41Q: 3 clusters Score -3384662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3384664.000000 Penalty: 3353.332275
	Iteration 42Q: 3 clusters Score -3384664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3384661.000000 Penalty: 3353.332275
	Iteration 43Q: 3 clusters Score -3384661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3384664.750000 Penalty: 3353.332275
	Iteration 44Q: 3 clusters Score -3384665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3384664.750000 Penalty: 3353.332275
	Iteration 45F: 3 clusters Score -3384665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Entering Unmasked Estep 
Score: -2306440.250000 Penalty: 1608.224243
	Iteration 0F: 2 clusters Score -2306440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2292792.000000 Penalty: 3216.448486
	Iteration 0F: 3 clusters Score -2292792 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2297730.250000 Penalty: 3216.448486
	Iteration 1F: 3 clusters Score -2297730 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2298222.250000 Penalty: 3216.448486
	Iteration 2F: 3 clusters Score -2298222 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2298846.000000 Penalty: 3216.448486
	Iteration 3F: 3 clusters Score -2298846 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2299774.750000 Penalty: 3216.448486
	Iteration 4F: 3 clusters Score -2299775 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2301055.000000 Penalty: 3216.448486
	Iteration 5F: 3 clusters Score -2301055 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2302463.250000 Penalty: 3216.448486
	Iteration 6F: 3 clusters Score -2302463 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2303607.750000 Penalty: 3216.448486
	Iteration 7F: 3 clusters Score -2303608 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2304404.750000 Penalty: 3216.448486
	Iteration 8Q: 3 clusters Score -2304405 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2304785.250000 Penalty: 3216.448486
	Iteration 9Q: 3 clusters Score -2304785 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2304957.750000 Penalty: 3216.448486
	Iteration 10Q: 3 clusters Score -2304958 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2305045.500000 Penalty: 3216.448486
	Iteration 11Q: 3 clusters Score -2305046 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2305095.000000 Penalty: 3216.448486
	Iteration 12Q: 3 clusters Score -2305095 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2305123.250000 Penalty: 3216.448486
	Iteration 13Q: 3 clusters Score -2305123 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2305135.250000 Penalty: 3216.448486
	Iteration 14Q: 3 clusters Score -2305135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2305149.500000 Penalty: 3216.448486
	Iteration 15Q: 3 clusters Score -2305150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2305151.000000 Penalty: 3216.448486
	Iteration 16Q: 3 clusters Score -2305151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2305157.750000 Penalty: 3216.448486
	Iteration 17Q: 3 clusters Score -2305158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2305155.250000 Penalty: 3216.448486
	Iteration 18Q: 3 clusters Score -2305155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2305159.250000 Penalty: 3216.448486
	Iteration 19Q: 3 clusters Score -2305159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2305156.750000 Penalty: 3216.448486
	Iteration 20F: 3 clusters Score -2305157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2305162.500000 Penalty: 3216.448486
	Iteration 21Q: 3 clusters Score -2305162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2305161.000000 Penalty: 3216.448486
	Iteration 22Q: 3 clusters Score -2305161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2305163.500000 Penalty: 3216.448486
	Iteration 23Q: 3 clusters Score -2305164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2305161.750000 Penalty: 3216.448486
	Iteration 24Q: 3 clusters Score -2305162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2305166.000000 Penalty: 3216.448486
	Iteration 25Q: 3 clusters Score -2305166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2305165.000000 Penalty: 3216.448486
	Iteration 26Q: 3 clusters Score -2305165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2305164.750000 Penalty: 3216.448486
	Iteration 27Q: 3 clusters Score -2305165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2305167.000000 Penalty: 3216.448486
	Iteration 28Q: 3 clusters Score -2305167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2305166.000000 Penalty: 3216.448486
	Iteration 29Q: 3 clusters Score -2305166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2305163.500000 Penalty: 3216.448486
	Iteration 30Q: 3 clusters Score -2305164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2305164.000000 Penalty: 3216.448486
	Iteration 31Q: 3 clusters Score -2305164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2305164.000000 Penalty: 3216.448486
	Iteration 32Q: 3 clusters Score -2305164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2305165.000000 Penalty: 3216.448486
	Iteration 33Q: 3 clusters Score -2305165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2305166.250000 Penalty: 3216.448486
	Iteration 34Q: 3 clusters Score -2305166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2305165.000000 Penalty: 3216.448486
	Iteration 35Q: 3 clusters Score -2305165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2305166.250000 Penalty: 3216.448486
	Iteration 36Q: 3 clusters Score -2305166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2305166.250000 Penalty: 3216.448486
	Iteration 37F: 3 clusters Score -2305166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Entering Unmasked Estep 
Score: -556456.625000 Penalty: 1377.984863
	Iteration 0F: 2 clusters Score -556456.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -552549.000000 Penalty: 2755.969727
	Iteration 0F: 3 clusters Score -552549 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -553637.625000 Penalty: 2755.969727
	Iteration 1F: 3 clusters Score -553637.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -553797.187500 Penalty: 2755.969727
	Iteration 2F: 3 clusters Score -553797.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -553901.375000 Penalty: 2755.969727
	Iteration 3Q: 3 clusters Score -553901.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -553974.250000 Penalty: 2755.969727
	Iteration 4Q: 3 clusters Score -553974.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -554032.187500 Penalty: 2755.969727
	Iteration 5Q: 3 clusters Score -554032.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -554086.937500 Penalty: 2755.969727
	Iteration 6Q: 3 clusters Score -554086.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -554122.312500 Penalty: 2755.969727
	Iteration 7Q: 3 clusters Score -554122.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -554150.250000 Penalty: 2755.969727
	Iteration 8Q: 3 clusters Score -554150.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -554184.812500 Penalty: 2755.969727
	Iteration 9Q: 3 clusters Score -554184.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -554215.875000 Penalty: 2755.969727
	Iteration 10Q: 3 clusters Score -554215.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -554242.187500 Penalty: 2755.969727
	Iteration 11Q: 3 clusters Score -554242.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -554264.812500 Penalty: 2755.969727
	Iteration 12Q: 3 clusters Score -554264.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -554281.937500 Penalty: 2755.969727
	Iteration 13Q: 3 clusters Score -554281.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -554305.250000 Penalty: 2755.969727
	Iteration 14Q: 3 clusters Score -554305.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -554336.750000 Penalty: 2755.969727
	Iteration 15Q: 3 clusters Score -554336.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -554364.750000 Penalty: 2755.969727
	Iteration 16Q: 3 clusters Score -554364.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -554396.375000 Penalty: 2755.969727
	Iteration 17Q: 3 clusters Score -554396.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -554440.875000 Penalty: 2755.969727
	Iteration 18Q: 3 clusters Score -554440.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -554522.437500 Penalty: 2755.969727
	Iteration 19Q: 3 clusters Score -554522.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -554614.625000 Penalty: 2755.969727
	Iteration 20F: 3 clusters Score -554614.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -554720.500000 Penalty: 2755.969727
	Iteration 21Q: 3 clusters Score -554720.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -554856.250000 Penalty: 2755.969727
	Iteration 22Q: 3 clusters Score -554856.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -555022.437500 Penalty: 2755.969727
	Iteration 23Q: 3 clusters Score -555022.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -555217.125000 Penalty: 2755.969727
	Iteration 24Q: 3 clusters Score -555217.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -555407.437500 Penalty: 2755.969727
	Iteration 25Q: 3 clusters Score -555407.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -555568.500000 Penalty: 2755.969727
	Iteration 26Q: 3 clusters Score -555568.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -555698.562500 Penalty: 2755.969727
	Iteration 27Q: 3 clusters Score -555698.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -555817.625000 Penalty: 2755.969727
	Iteration 28Q: 3 clusters Score -555817.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -555935.500000 Penalty: 2755.969727
	Iteration 29Q: 3 clusters Score -555935.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -556014.375000 Penalty: 2755.969727
	Iteration 30Q: 3 clusters Score -556014.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -556085.812500 Penalty: 2755.969727
	Iteration 31Q: 3 clusters Score -556085.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -556122.875000 Penalty: 2755.969727
	Iteration 32Q: 3 clusters Score -556122.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -556147.437500 Penalty: 2755.969727
	Iteration 33Q: 3 clusters Score -556147.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -556155.562500 Penalty: 2755.969727
	Iteration 34Q: 3 clusters Score -556155.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -556160.500000 Penalty: 2755.969727
	Iteration 35Q: 3 clusters Score -556160.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -556165.562500 Penalty: 2755.969727
	Iteration 36Q: 3 clusters Score -556165.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -556168.437500 Penalty: 2755.969727
	Iteration 37Q: 3 clusters Score -556168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -556169.937500 Penalty: 2755.969727
	Iteration 38Q: 3 clusters Score -556169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -556169.312500 Penalty: 2755.969727
	Iteration 39Q: 3 clusters Score -556169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -556169.562500 Penalty: 2755.969727
	Iteration 40F: 3 clusters Score -556169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -556170.500000 Penalty: 2755.969727
	Iteration 41Q: 3 clusters Score -556170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -556170.625000 Penalty: 2755.969727
	Iteration 42Q: 3 clusters Score -556170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -556170.625000 Penalty: 2755.969727
	Iteration 43F: 3 clusters Score -556170.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Entering Unmasked Estep 
Score: -6031275.500000 Penalty: 1763.354614
	Iteration 0F: 2 clusters Score -6031276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5996552.000000 Penalty: 3526.709229
	Iteration 0F: 3 clusters Score -5996552 nChanged 24340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -6010390.500000 Penalty: 3526.709229
	Iteration 1F: 3 clusters Score -6010390 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -6010988.500000 Penalty: 3526.709229
	Iteration 2Q: 3 clusters Score -6010988 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -6011744.500000 Penalty: 3526.709229
	Iteration 3Q: 3 clusters Score -6011744 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -6012813.000000 Penalty: 3526.709229
	Iteration 4Q: 3 clusters Score -6012813 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -6014382.000000 Penalty: 3526.709229
	Iteration 5F: 3 clusters Score -6014382 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -6016529.000000 Penalty: 3526.709229
	Iteration 6F: 3 clusters Score -6016529 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -6019278.500000 Penalty: 3526.709229
	Iteration 7F: 3 clusters Score -6019278 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -6022146.000000 Penalty: 3526.709229
	Iteration 8F: 3 clusters Score -6022146 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -6024562.500000 Penalty: 3526.709229
	Iteration 9F: 3 clusters Score -6024562 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -6026215.000000 Penalty: 3526.709229
	Iteration 10Q: 3 clusters Score -6026215 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -6027251.000000 Penalty: 3526.709229
	Iteration 11Q: 3 clusters Score -6027251 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6027976.500000 Penalty: 3526.709229
	Iteration 12Q: 3 clusters Score -6027976 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -6028423.500000 Penalty: 3526.709229
	Iteration 13Q: 3 clusters Score -6028424 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6028752.500000 Penalty: 3526.709229
	Iteration 14Q: 3 clusters Score -6028752 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6029035.000000 Penalty: 3526.709229
	Iteration 15Q: 3 clusters Score -6029035 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6029262.500000 Penalty: 3526.709229
	Iteration 16Q: 3 clusters Score -6029262 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -6029386.500000 Penalty: 3526.709229
	Iteration 17Q: 3 clusters Score -6029386 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6029496.500000 Penalty: 3526.709229
	Iteration 18Q: 3 clusters Score -6029496 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6029589.000000 Penalty: 3526.709229
	Iteration 19Q: 3 clusters Score -6029589 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6029656.000000 Penalty: 3526.709229
	Iteration 20F: 3 clusters Score -6029656 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6029706.500000 Penalty: 3526.709229
	Iteration 21Q: 3 clusters Score -6029706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6029739.500000 Penalty: 3526.709229
	Iteration 22Q: 3 clusters Score -6029740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6029780.500000 Penalty: 3526.709229
	Iteration 23Q: 3 clusters Score -6029780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6029800.500000 Penalty: 3526.709229
	Iteration 24Q: 3 clusters Score -6029800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6029810.500000 Penalty: 3526.709229
	Iteration 25Q: 3 clusters Score -6029810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6029813.000000 Penalty: 3526.709229
	Iteration 26Q: 3 clusters Score -6029813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6029823.000000 Penalty: 3526.709229
	Iteration 27Q: 3 clusters Score -6029823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6029844.000000 Penalty: 3526.709229
	Iteration 28Q: 3 clusters Score -6029844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6029854.000000 Penalty: 3526.709229
	Iteration 29Q: 3 clusters Score -6029854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6029859.500000 Penalty: 3526.709229
	Iteration 30Q: 3 clusters Score -6029860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6029859.000000 Penalty: 3526.709229
	Iteration 31Q: 3 clusters Score -6029859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6029865.500000 Penalty: 3526.709229
	Iteration 32Q: 3 clusters Score -6029866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6029876.000000 Penalty: 3526.709229
	Iteration 33Q: 3 clusters Score -6029876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6029881.500000 Penalty: 3526.709229
	Iteration 34Q: 3 clusters Score -6029882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6029890.000000 Penalty: 3526.709229
	Iteration 35Q: 3 clusters Score -6029890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6029889.000000 Penalty: 3526.709229
	Iteration 36Q: 3 clusters Score -6029889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6029886.000000 Penalty: 3526.709229
	Iteration 37Q: 3 clusters Score -6029886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6029879.500000 Penalty: 3526.709229
	Iteration 38Q: 3 clusters Score -6029880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6029884.000000 Penalty: 3526.709229
	Iteration 39Q: 3 clusters Score -6029884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6029884.000000 Penalty: 3526.709229
	Iteration 40F: 3 clusters Score -6029884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Entering Unmasked Estep 
Score: -1446818.875000 Penalty: 1535.097778
	Iteration 0F: 2 clusters Score -1446819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1437932.625000 Penalty: 3070.195557
	Iteration 0F: 3 clusters Score -1437933 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1440903.250000 Penalty: 3070.195557
	Iteration 1F: 3 clusters Score -1440903 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1441189.000000 Penalty: 3070.195557
	Iteration 2F: 3 clusters Score -1441189 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1441505.250000 Penalty: 3070.195557
	Iteration 3F: 3 clusters Score -1441505 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1441924.875000 Penalty: 3070.195557
	Iteration 4F: 3 clusters Score -1441925 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1442458.750000 Penalty: 3070.195557
	Iteration 5F: 3 clusters Score -1442459 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1443080.250000 Penalty: 3070.195557
	Iteration 6F: 3 clusters Score -1443080 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1443615.500000 Penalty: 3070.195557
	Iteration 7F: 3 clusters Score -1443616 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1444133.000000 Penalty: 3070.195557
	Iteration 8F: 3 clusters Score -1444133 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1444641.250000 Penalty: 3070.195557
	Iteration 9F: 3 clusters Score -1444641 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1445121.125000 Penalty: 3070.195557
	Iteration 10Q: 3 clusters Score -1445121 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1445480.625000 Penalty: 3070.195557
	Iteration 11Q: 3 clusters Score -1445481 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1445740.750000 Penalty: 3070.195557
	Iteration 12Q: 3 clusters Score -1445741 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1445983.875000 Penalty: 3070.195557
	Iteration 13Q: 3 clusters Score -1445984 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1446185.375000 Penalty: 3070.195557
	Iteration 14Q: 3 clusters Score -1446185 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1446326.375000 Penalty: 3070.195557
	Iteration 15Q: 3 clusters Score -1446326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1446446.375000 Penalty: 3070.195557
	Iteration 16Q: 3 clusters Score -1446446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1446523.500000 Penalty: 3070.195557
	Iteration 17Q: 3 clusters Score -1446524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1446545.375000 Penalty: 3070.195557
	Iteration 18Q: 3 clusters Score -1446545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1446557.125000 Penalty: 3070.195557
	Iteration 19Q: 3 clusters Score -1446557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1446567.625000 Penalty: 3070.195557
	Iteration 20F: 3 clusters Score -1446568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1446567.625000 Penalty: 3070.195557
	Iteration 21Q: 3 clusters Score -1446568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1446570.250000 Penalty: 3070.195557
	Iteration 22Q: 3 clusters Score -1446570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1446570.250000 Penalty: 3070.195557
	Iteration 23Q: 3 clusters Score -1446570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1446570.250000 Penalty: 3070.195557
	Iteration 24F: 3 clusters Score -1446570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Entering Unmasked Estep 
Score: -4129410.750000 Penalty: 1703.189819
	Iteration 0F: 2 clusters Score -4129411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4105510.250000 Penalty: 3406.379639
	Iteration 0F: 3 clusters Score -4105510 nChanged 16463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4114493.250000 Penalty: 3406.379639
	Iteration 1F: 3 clusters Score -4114493 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -4115033.750000 Penalty: 3406.379639
	Iteration 2Q: 3 clusters Score -4115034 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4115660.000000 Penalty: 3406.379639
	Iteration 3Q: 3 clusters Score -4115660 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4116373.250000 Penalty: 3406.379639
	Iteration 4Q: 3 clusters Score -4116373 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4117307.750000 Penalty: 3406.379639
	Iteration 5Q: 3 clusters Score -4117308 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4118451.250000 Penalty: 3406.379639
	Iteration 6F: 3 clusters Score -4118451 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -4119739.750000 Penalty: 3406.379639
	Iteration 7F: 3 clusters Score -4119740 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -4121127.750000 Penalty: 3406.379639
	Iteration 8F: 3 clusters Score -4121128 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -4122614.750000 Penalty: 3406.379639
	Iteration 9F: 3 clusters Score -4122615 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -4124014.250000 Penalty: 3406.379639
	Iteration 10F: 3 clusters Score -4124014 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4125250.750000 Penalty: 3406.379639
	Iteration 11Q: 3 clusters Score -4125251 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4126204.250000 Penalty: 3406.379639
	Iteration 12Q: 3 clusters Score -4126204 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4126836.000000 Penalty: 3406.379639
	Iteration 13Q: 3 clusters Score -4126836 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4127245.000000 Penalty: 3406.379639
	Iteration 14Q: 3 clusters Score -4127245 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4127529.500000 Penalty: 3406.379639
	Iteration 15Q: 3 clusters Score -4127530 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4127673.250000 Penalty: 3406.379639
	Iteration 16Q: 3 clusters Score -4127673 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4127762.500000 Penalty: 3406.379639
	Iteration 17Q: 3 clusters Score -4127762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4127816.250000 Penalty: 3406.379639
	Iteration 18Q: 3 clusters Score -4127816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4127836.500000 Penalty: 3406.379639
	Iteration 19Q: 3 clusters Score -4127836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4127862.250000 Penalty: 3406.379639
	Iteration 20F: 3 clusters Score -4127862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4127869.500000 Penalty: 3406.379639
	Iteration 21Q: 3 clusters Score -4127870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4127880.250000 Penalty: 3406.379639
	Iteration 22Q: 3 clusters Score -4127880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4127888.000000 Penalty: 3406.379639
	Iteration 23Q: 3 clusters Score -4127888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4127892.750000 Penalty: 3406.379639
	Iteration 24Q: 3 clusters Score -4127893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4127900.750000 Penalty: 3406.379639
	Iteration 25Q: 3 clusters Score -4127901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4127908.500000 Penalty: 3406.379639
	Iteration 26Q: 3 clusters Score -4127908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4127914.500000 Penalty: 3406.379639
	Iteration 27Q: 3 clusters Score -4127914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4127915.500000 Penalty: 3406.379639
	Iteration 28Q: 3 clusters Score -4127916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4127916.750000 Penalty: 3406.379639
	Iteration 29Q: 3 clusters Score -4127917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4127917.500000 Penalty: 3406.379639
	Iteration 30Q: 3 clusters Score -4127918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4127919.750000 Penalty: 3406.379639
	Iteration 31Q: 3 clusters Score -4127920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4127924.000000 Penalty: 3406.379639
	Iteration 32Q: 3 clusters Score -4127924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4127928.750000 Penalty: 3406.379639
	Iteration 33Q: 3 clusters Score -4127929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4127933.750000 Penalty: 3406.379639
	Iteration 34Q: 3 clusters Score -4127934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4127933.250000 Penalty: 3406.379639
	Iteration 35Q: 3 clusters Score -4127933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4127936.500000 Penalty: 3406.379639
	Iteration 36Q: 3 clusters Score -4127936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4127936.500000 Penalty: 3406.379639
	Iteration 37Q: 3 clusters Score -4127936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4127939.500000 Penalty: 3406.379639
	Iteration 38Q: 3 clusters Score -4127940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4127938.750000 Penalty: 3406.379639
	Iteration 39Q: 3 clusters Score -4127939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4127946.250000 Penalty: 3406.379639
	Iteration 40F: 3 clusters Score -4127946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4127949.750000 Penalty: 3406.379639
	Iteration 41Q: 3 clusters Score -4127950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4127953.250000 Penalty: 3406.379639
	Iteration 42Q: 3 clusters Score -4127953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4127952.750000 Penalty: 3406.379639
	Iteration 43Q: 3 clusters Score -4127953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4127953.500000 Penalty: 3406.379639
	Iteration 44Q: 3 clusters Score -4127954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4127957.500000 Penalty: 3406.379639
	Iteration 45Q: 3 clusters Score -4127958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4127957.500000 Penalty: 3406.379639
	Iteration 46F: 3 clusters Score -4127958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (105743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105743 members 
Entering Unmasked Estep 
Score: -12366420.000000 Penalty: 1879.924561
	Iteration 0F: 2 clusters Score -1.236642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -12298707.000000 Penalty: 3759.849121
	Iteration 0F: 3 clusters Score -1.229871e+07 nChanged 50642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -12328027.000000 Penalty: 3759.849121
	Iteration 1F: 3 clusters Score -1.232803e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -12328629.000000 Penalty: 3759.849121
	Iteration 2Q: 3 clusters Score -1.232863e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -12329430.000000 Penalty: 3759.849121
	Iteration 3Q: 3 clusters Score -1.232943e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -12330667.000000 Penalty: 3759.849121
	Iteration 4Q: 3 clusters Score -1.233067e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -12332669.000000 Penalty: 3759.849121
	Iteration 5Q: 3 clusters Score -1.233267e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -12336140.000000 Penalty: 3759.849121
	Iteration 6F: 3 clusters Score -1.233614e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -12341173.000000 Penalty: 3759.849121
	Iteration 7F: 3 clusters Score -1.234117e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -12347619.000000 Penalty: 3759.849121
	Iteration 8F: 3 clusters Score -1.234762e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 80541 members 
Entering Unmasked Estep 
Score: -12353661.000000 Penalty: 3759.849121
	Iteration 9F: 3 clusters Score -1.235366e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -12357873.000000 Penalty: 3759.849121
	Iteration 10Q: 3 clusters Score -1.235787e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -12359733.000000 Penalty: 3759.849121
	Iteration 11Q: 3 clusters Score -1.235973e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -12360529.000000 Penalty: 3759.849121
	Iteration 12Q: 3 clusters Score -1.236053e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -12361016.000000 Penalty: 3759.849121
	Iteration 13Q: 3 clusters Score -1.236102e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 88556 members 
Entering Unmasked Estep 
Score: -12361502.000000 Penalty: 3759.849121
	Iteration 14Q: 3 clusters Score -1.23615e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 89581 members 
Entering Unmasked Estep 
Score: -12361791.000000 Penalty: 3759.849121
	Iteration 15Q: 3 clusters Score -1.236179e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -12362022.000000 Penalty: 3759.849121
	Iteration 16Q: 3 clusters Score -1.236202e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -12362295.000000 Penalty: 3759.849121
	Iteration 17Q: 3 clusters Score -1.23623e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -12362514.000000 Penalty: 3759.849121
	Iteration 18Q: 3 clusters Score -1.236251e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -12362705.000000 Penalty: 3759.849121
	Iteration 19Q: 3 clusters Score -1.23627e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 94035 members 
Entering Unmasked Estep 
Score: -12362853.000000 Penalty: 3759.849121
	Iteration 20F: 3 clusters Score -1.236285e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -12363037.000000 Penalty: 3759.849121
	Iteration 21Q: 3 clusters Score -1.236304e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -12363113.000000 Penalty: 3759.849121
	Iteration 22Q: 3 clusters Score -1.236311e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 96227 members 
Entering Unmasked Estep 
Score: -12363190.000000 Penalty: 3759.849121
	Iteration 23Q: 3 clusters Score -1.236319e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -12363362.000000 Penalty: 3759.849121
	Iteration 24Q: 3 clusters Score -1.236336e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -12363486.000000 Penalty: 3759.849121
	Iteration 25Q: 3 clusters Score -1.236349e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -12363606.000000 Penalty: 3759.849121
	Iteration 26Q: 3 clusters Score -1.236361e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -12363692.000000 Penalty: 3759.849121
	Iteration 27Q: 3 clusters Score -1.236369e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 99262 members 
Entering Unmasked Estep 
Score: -12363902.000000 Penalty: 3759.849121
	Iteration 28Q: 3 clusters Score -1.23639e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -12363973.000000 Penalty: 3759.849121
	Iteration 29Q: 3 clusters Score -1.236397e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -12364070.000000 Penalty: 3759.849121
	Iteration 30Q: 3 clusters Score -1.236407e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 100481 members 
Entering Unmasked Estep 
Score: -12364179.000000 Penalty: 3759.849121
	Iteration 31Q: 3 clusters Score -1.236418e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 100791 members 
Entering Unmasked Estep 
Score: -12364297.000000 Penalty: 3759.849121
	Iteration 32Q: 3 clusters Score -1.23643e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -12364473.000000 Penalty: 3759.849121
	Iteration 33Q: 3 clusters Score -1.236447e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -12364640.000000 Penalty: 3759.849121
	Iteration 34Q: 3 clusters Score -1.236464e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 101695 members 
Entering Unmasked Estep 
Score: -12364779.000000 Penalty: 3759.849121
	Iteration 35Q: 3 clusters Score -1.236478e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
Score: -12364785.000000 Penalty: 3759.849121
	Iteration 36Q: 3 clusters Score -1.236478e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 102118 members 
Entering Unmasked Estep 
Score: -12364813.000000 Penalty: 3759.849121
	Iteration 37Q: 3 clusters Score -1.236481e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -12364871.000000 Penalty: 3759.849121
	Iteration 38Q: 3 clusters Score -1.236487e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 102505 members 
Entering Unmasked Estep 
Score: -12364945.000000 Penalty: 3759.849121
	Iteration 39Q: 3 clusters Score -1.236494e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -12364977.000000 Penalty: 3759.849121
	Iteration 40F: 3 clusters Score -1.236498e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 102830 members 
Entering Unmasked Estep 
Score: -12365053.000000 Penalty: 3759.849121
	Iteration 41Q: 3 clusters Score -1.236505e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 102971 members 
Entering Unmasked Estep 
Score: -12365093.000000 Penalty: 3759.849121
	Iteration 42Q: 3 clusters Score -1.236509e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 103088 members 
Entering Unmasked Estep 
Score: -12365147.000000 Penalty: 3759.849121
	Iteration 43Q: 3 clusters Score -1.236515e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 103180 members 
Entering Unmasked Estep 
Score: -12365157.000000 Penalty: 3759.849121
	Iteration 44Q: 3 clusters Score -1.236516e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -12365127.000000 Penalty: 3759.849121
	Iteration 45Q: 3 clusters Score -1.236513e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 103351 members 
Entering Unmasked Estep 
Score: -12365135.000000 Penalty: 3759.849121
	Iteration 46Q: 3 clusters Score -1.236514e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 103411 members 
Entering Unmasked Estep 
Score: -12365157.000000 Penalty: 3759.849121
	Iteration 47Q: 3 clusters Score -1.236516e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -12365163.000000 Penalty: 3759.849121
	Iteration 48Q: 3 clusters Score -1.236516e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -12365179.000000 Penalty: 3759.849121
	Iteration 49Q: 3 clusters Score -1.236518e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -12365206.000000 Penalty: 3759.849121
	Iteration 50Q: 3 clusters Score -1.236521e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 103625 members 
Entering Unmasked Estep 
Score: -12365229.000000 Penalty: 3759.849121
	Iteration 51Q: 3 clusters Score -1.236523e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 103662 members 
Entering Unmasked Estep 
Score: -12365240.000000 Penalty: 3759.849121
	Iteration 52Q: 3 clusters Score -1.236524e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 103705 members 
Entering Unmasked Estep 
Score: -12365243.000000 Penalty: 3759.849121
	Iteration 53Q: 3 clusters Score -1.236524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 103749 members 
Entering Unmasked Estep 
Score: -12365236.000000 Penalty: 3759.849121
	Iteration 54Q: 3 clusters Score -1.236524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -12365237.000000 Penalty: 3759.849121
	Iteration 55Q: 3 clusters Score -1.236524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 103809 members 
Entering Unmasked Estep 
Score: -12365242.000000 Penalty: 3759.849121
	Iteration 56Q: 3 clusters Score -1.236524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 103833 members 
Entering Unmasked Estep 
Score: -12365248.000000 Penalty: 3759.849121
	Iteration 57Q: 3 clusters Score -1.236525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 103848 members 
Entering Unmasked Estep 
Score: -12365272.000000 Penalty: 3759.849121
	Iteration 58Q: 3 clusters Score -1.236527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -12365260.000000 Penalty: 3759.849121
	Iteration 59Q: 3 clusters Score -1.236526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -12365244.000000 Penalty: 3759.849121
	Iteration 60F: 3 clusters Score -1.236524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 103896 members 
Entering Unmasked Estep 
Score: -12365233.000000 Penalty: 3759.849121
	Iteration 61Q: 3 clusters Score -1.236523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 103910 members 
Entering Unmasked Estep 
Score: -12365227.000000 Penalty: 3759.849121
	Iteration 62Q: 3 clusters Score -1.236523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
Score: -12365232.000000 Penalty: 3759.849121
	Iteration 63Q: 3 clusters Score -1.236523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -12365247.000000 Penalty: 3759.849121
	Iteration 64Q: 3 clusters Score -1.236525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -12365233.000000 Penalty: 3759.849121
	Iteration 65Q: 3 clusters Score -1.236523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -12365239.000000 Penalty: 3759.849121
	Iteration 66Q: 3 clusters Score -1.236524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -12365251.000000 Penalty: 3759.849121
	Iteration 67Q: 3 clusters Score -1.236525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -12365246.000000 Penalty: 3759.849121
	Iteration 68Q: 3 clusters Score -1.236525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -12365246.000000 Penalty: 3759.849121
	Iteration 69Q: 3 clusters Score -1.236525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -12365255.000000 Penalty: 3759.849121
	Iteration 70Q: 3 clusters Score -1.236526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 104023 members 
Entering Unmasked Estep 
Score: -12365259.000000 Penalty: 3759.849121
	Iteration 71Q: 3 clusters Score -1.236526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 104029 members 
Entering Unmasked Estep 
Score: -12365254.000000 Penalty: 3759.849121
	Iteration 72Q: 3 clusters Score -1.236525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 104034 members 
Entering Unmasked Estep 
Score: -12365273.000000 Penalty: 3759.849121
	Iteration 73Q: 3 clusters Score -1.236527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 104034 members 
Entering Unmasked Estep 
Score: -12365265.000000 Penalty: 3759.849121
	Iteration 74Q: 3 clusters Score -1.236526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 104036 members 
Entering Unmasked Estep 
Score: -12365272.000000 Penalty: 3759.849121
	Iteration 75Q: 3 clusters Score -1.236527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 104037 members 
Entering Unmasked Estep 
Score: -12365273.000000 Penalty: 3759.849121
	Iteration 76Q: 3 clusters Score -1.236527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 104037 members 
Entering Unmasked Estep 
Score: -12365273.000000 Penalty: 3759.849121
	Iteration 77F: 3 clusters Score -1.236527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Entering Unmasked Estep 
Score: -10332839.000000 Penalty: 1850.578857
	Iteration 0F: 2 clusters Score -1.033284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -10275348.000000 Penalty: 3701.157715
	Iteration 0F: 3 clusters Score -1.027535e+07 nChanged 42042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -10299787.000000 Penalty: 3701.157715
	Iteration 1F: 3 clusters Score -1.029979e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -10300542.000000 Penalty: 3701.157715
	Iteration 2Q: 3 clusters Score -1.030054e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -10301484.000000 Penalty: 3701.157715
	Iteration 3Q: 3 clusters Score -1.030148e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -10302826.000000 Penalty: 3701.157715
	Iteration 4Q: 3 clusters Score -1.030283e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -10305044.000000 Penalty: 3701.157715
	Iteration 5Q: 3 clusters Score -1.030504e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -10308426.000000 Penalty: 3701.157715
	Iteration 6F: 3 clusters Score -1.030843e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -10312982.000000 Penalty: 3701.157715
	Iteration 7F: 3 clusters Score -1.031298e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -10317686.000000 Penalty: 3701.157715
	Iteration 8F: 3 clusters Score -1.031769e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -10321316.000000 Penalty: 3701.157715
	Iteration 9F: 3 clusters Score -1.032132e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -10323634.000000 Penalty: 3701.157715
	Iteration 10Q: 3 clusters Score -1.032363e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -10325190.000000 Penalty: 3701.157715
	Iteration 11Q: 3 clusters Score -1.032519e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -10326402.000000 Penalty: 3701.157715
	Iteration 12Q: 3 clusters Score -1.03264e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -10327313.000000 Penalty: 3701.157715
	Iteration 13Q: 3 clusters Score -1.032731e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -10328109.000000 Penalty: 3701.157715
	Iteration 14Q: 3 clusters Score -1.032811e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -10328822.000000 Penalty: 3701.157715
	Iteration 15Q: 3 clusters Score -1.032882e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -10329414.000000 Penalty: 3701.157715
	Iteration 16Q: 3 clusters Score -1.032941e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10329935.000000 Penalty: 3701.157715
	Iteration 17Q: 3 clusters Score -1.032994e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -10330272.000000 Penalty: 3701.157715
	Iteration 18Q: 3 clusters Score -1.033027e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -10330555.000000 Penalty: 3701.157715
	Iteration 19Q: 3 clusters Score -1.033056e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10330712.000000 Penalty: 3701.157715
	Iteration 20F: 3 clusters Score -1.033071e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10330878.000000 Penalty: 3701.157715
	Iteration 21Q: 3 clusters Score -1.033088e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87431 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10330990.000000 Penalty: 3701.157715
	Iteration 22Q: 3 clusters Score -1.033099e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10331074.000000 Penalty: 3701.157715
	Iteration 23Q: 3 clusters Score -1.033107e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87591 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10331124.000000 Penalty: 3701.157715
	Iteration 24Q: 3 clusters Score -1.033112e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10331160.000000 Penalty: 3701.157715
	Iteration 25Q: 3 clusters Score -1.033116e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10331191.000000 Penalty: 3701.157715
	Iteration 26Q: 3 clusters Score -1.033119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10331188.000000 Penalty: 3701.157715
	Iteration 27Q: 3 clusters Score -1.033119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10331216.000000 Penalty: 3701.157715
	Iteration 28Q: 3 clusters Score -1.033122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10331211.000000 Penalty: 3701.157715
	Iteration 29Q: 3 clusters Score -1.033121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10331223.000000 Penalty: 3701.157715
	Iteration 30Q: 3 clusters Score -1.033122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10331228.000000 Penalty: 3701.157715
	Iteration 31Q: 3 clusters Score -1.033123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10331236.000000 Penalty: 3701.157715
	Iteration 32Q: 3 clusters Score -1.033124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10331237.000000 Penalty: 3701.157715
	Iteration 33Q: 3 clusters Score -1.033124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87761 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10331241.000000 Penalty: 3701.157715
	Iteration 34Q: 3 clusters Score -1.033124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87763 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10331242.000000 Penalty: 3701.157715
	Iteration 35Q: 3 clusters Score -1.033124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10331247.000000 Penalty: 3701.157715
	Iteration 36Q: 3 clusters Score -1.033125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10331246.000000 Penalty: 3701.157715
	Iteration 37Q: 3 clusters Score -1.033125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10331242.000000 Penalty: 3701.157715
	Iteration 38Q: 3 clusters Score -1.033124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87773 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10331247.000000 Penalty: 3701.157715
	Iteration 39Q: 3 clusters Score -1.033125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10331246.000000 Penalty: 3701.157715
	Iteration 40F: 3 clusters Score -1.033125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10331252.000000 Penalty: 3701.157715
	Iteration 41Q: 3 clusters Score -1.033125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87776 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10331249.000000 Penalty: 3701.157715
	Iteration 42Q: 3 clusters Score -1.033125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10331248.000000 Penalty: 3701.157715
	Iteration 43Q: 3 clusters Score -1.033125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87780 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10331251.000000 Penalty: 3701.157715
	Iteration 44Q: 3 clusters Score -1.033125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10331249.000000 Penalty: 3701.157715
	Iteration 45Q: 3 clusters Score -1.033125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10331249.000000 Penalty: 3701.157715
	Iteration 46Q: 3 clusters Score -1.033125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10331238.000000 Penalty: 3701.157715
	Iteration 47Q: 3 clusters Score -1.033124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87791 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10331248.000000 Penalty: 3701.157715
	Iteration 48Q: 3 clusters Score -1.033125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10331254.000000 Penalty: 3701.157715
	Iteration 49Q: 3 clusters Score -1.033125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87794 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10331254.000000 Penalty: 3701.157715
	Iteration 50Q: 3 clusters Score -1.033125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10331252.000000 Penalty: 3701.157715
	Iteration 51Q: 3 clusters Score -1.033125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10331252.000000 Penalty: 3701.157715
	Iteration 52F: 3 clusters Score -1.033125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Entering Unmasked Estep 
Score: -666353.562500 Penalty: 1420.590454
	Iteration 0F: 2 clusters Score -666353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -661559.437500 Penalty: 2841.180908
	Iteration 0F: 3 clusters Score -661559.4 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -663093.687500 Penalty: 2841.180908
	Iteration 1F: 3 clusters Score -663093.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -663383.312500 Penalty: 2841.180908
	Iteration 2F: 3 clusters Score -663383.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -663664.125000 Penalty: 2841.180908
	Iteration 3F: 3 clusters Score -663664.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -663877.750000 Penalty: 2841.180908
	Iteration 4F: 3 clusters Score -663877.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -664063.187500 Penalty: 2841.180908
	Iteration 5Q: 3 clusters Score -664063.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -664241.437500 Penalty: 2841.180908
	Iteration 6Q: 3 clusters Score -664241.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -664431.312500 Penalty: 2841.180908
	Iteration 7F: 3 clusters Score -664431.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -664637.375000 Penalty: 2841.180908
	Iteration 8F: 3 clusters Score -664637.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -664863.375000 Penalty: 2841.180908
	Iteration 9Q: 3 clusters Score -664863.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -665113.812500 Penalty: 2841.180908
	Iteration 10Q: 3 clusters Score -665113.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -665329.000000 Penalty: 2841.180908
	Iteration 11Q: 3 clusters Score -665329 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -665510.812500 Penalty: 2841.180908
	Iteration 12Q: 3 clusters Score -665510.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -665649.375000 Penalty: 2841.180908
	Iteration 13Q: 3 clusters Score -665649.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -665727.437500 Penalty: 2841.180908
	Iteration 14Q: 3 clusters Score -665727.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -665768.437500 Penalty: 2841.180908
	Iteration 15Q: 3 clusters Score -665768.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -665797.937500 Penalty: 2841.180908
	Iteration 16Q: 3 clusters Score -665797.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -665818.250000 Penalty: 2841.180908
	Iteration 17Q: 3 clusters Score -665818.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -665828.500000 Penalty: 2841.180908
	Iteration 18Q: 3 clusters Score -665828.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -665839.250000 Penalty: 2841.180908
	Iteration 19Q: 3 clusters Score -665839.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -665848.500000 Penalty: 2841.180908
	Iteration 20F: 3 clusters Score -665848.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -665855.062500 Penalty: 2841.180908
	Iteration 21Q: 3 clusters Score -665855.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -665861.062500 Penalty: 2841.180908
	Iteration 22Q: 3 clusters Score -665861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -665863.000000 Penalty: 2841.180908
	Iteration 23Q: 3 clusters Score -665863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -665866.750000 Penalty: 2841.180908
	Iteration 24Q: 3 clusters Score -665866.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -665869.375000 Penalty: 2841.180908
	Iteration 25Q: 3 clusters Score -665869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -665871.812500 Penalty: 2841.180908
	Iteration 26Q: 3 clusters Score -665871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -665873.437500 Penalty: 2841.180908
	Iteration 27Q: 3 clusters Score -665873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -665872.312500 Penalty: 2841.180908
	Iteration 28Q: 3 clusters Score -665872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -665874.375000 Penalty: 2841.180908
	Iteration 29Q: 3 clusters Score -665874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -665874.375000 Penalty: 2841.180908
	Iteration 30Q: 3 clusters Score -665874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -665874.375000 Penalty: 2841.180908
	Iteration 31F: 3 clusters Score -665874.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Entering Unmasked Estep 
Score: -1714902.375000 Penalty: 1559.041992
	Iteration 0F: 2 clusters Score -1714902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1704679.750000 Penalty: 3118.083984
	Iteration 0F: 3 clusters Score -1704680 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1708095.250000 Penalty: 3118.083984
	Iteration 1F: 3 clusters Score -1708095 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1708411.875000 Penalty: 3118.083984
	Iteration 2F: 3 clusters Score -1708412 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1708679.250000 Penalty: 3118.083984
	Iteration 3Q: 3 clusters Score -1708679 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1708958.250000 Penalty: 3118.083984
	Iteration 4Q: 3 clusters Score -1708958 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1709284.750000 Penalty: 3118.083984
	Iteration 5Q: 3 clusters Score -1709285 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1709709.750000 Penalty: 3118.083984
	Iteration 6F: 3 clusters Score -1709710 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1710271.875000 Penalty: 3118.083984
	Iteration 7F: 3 clusters Score -1710272 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1710994.625000 Penalty: 3118.083984
	Iteration 8F: 3 clusters Score -1710995 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1711700.125000 Penalty: 3118.083984
	Iteration 9F: 3 clusters Score -1711700 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1712340.625000 Penalty: 3118.083984
	Iteration 10Q: 3 clusters Score -1712341 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1712759.375000 Penalty: 3118.083984
	Iteration 11Q: 3 clusters Score -1712759 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1712973.625000 Penalty: 3118.083984
	Iteration 12Q: 3 clusters Score -1712974 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1713080.000000 Penalty: 3118.083984
	Iteration 13Q: 3 clusters Score -1713080 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1713148.500000 Penalty: 3118.083984
	Iteration 14Q: 3 clusters Score -1713148 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1713204.625000 Penalty: 3118.083984
	Iteration 15Q: 3 clusters Score -1713205 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1713234.250000 Penalty: 3118.083984
	Iteration 16Q: 3 clusters Score -1713234 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1713266.625000 Penalty: 3118.083984
	Iteration 17Q: 3 clusters Score -1713267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1713291.750000 Penalty: 3118.083984
	Iteration 18Q: 3 clusters Score -1713292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1713303.250000 Penalty: 3118.083984
	Iteration 19Q: 3 clusters Score -1713303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1713318.000000 Penalty: 3118.083984
	Iteration 20F: 3 clusters Score -1713318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1713335.250000 Penalty: 3118.083984
	Iteration 21Q: 3 clusters Score -1713335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1713346.000000 Penalty: 3118.083984
	Iteration 22Q: 3 clusters Score -1713346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1713356.375000 Penalty: 3118.083984
	Iteration 23Q: 3 clusters Score -1713356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1713361.000000 Penalty: 3118.083984
	Iteration 24Q: 3 clusters Score -1713361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1713367.500000 Penalty: 3118.083984
	Iteration 25Q: 3 clusters Score -1713368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1713379.750000 Penalty: 3118.083984
	Iteration 26Q: 3 clusters Score -1713380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1713387.500000 Penalty: 3118.083984
	Iteration 27Q: 3 clusters Score -1713388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1713395.500000 Penalty: 3118.083984
	Iteration 28Q: 3 clusters Score -1713396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1713400.875000 Penalty: 3118.083984
	Iteration 29Q: 3 clusters Score -1713401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1713407.625000 Penalty: 3118.083984
	Iteration 30Q: 3 clusters Score -1713408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1713419.250000 Penalty: 3118.083984
	Iteration 31Q: 3 clusters Score -1713419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1713422.250000 Penalty: 3118.083984
	Iteration 32Q: 3 clusters Score -1713422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1713427.125000 Penalty: 3118.083984
	Iteration 33Q: 3 clusters Score -1713427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1713430.250000 Penalty: 3118.083984
	Iteration 34Q: 3 clusters Score -1713430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1713433.125000 Penalty: 3118.083984
	Iteration 35Q: 3 clusters Score -1713433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1713433.375000 Penalty: 3118.083984
	Iteration 36Q: 3 clusters Score -1713433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1713436.875000 Penalty: 3118.083984
	Iteration 37Q: 3 clusters Score -1713437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1713437.375000 Penalty: 3118.083984
	Iteration 38Q: 3 clusters Score -1713437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1713440.000000 Penalty: 3118.083984
	Iteration 39Q: 3 clusters Score -1713440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1713438.875000 Penalty: 3118.083984
	Iteration 40F: 3 clusters Score -1713439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1713441.125000 Penalty: 3118.083984
	Iteration 41Q: 3 clusters Score -1713441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1713445.125000 Penalty: 3118.083984
	Iteration 42Q: 3 clusters Score -1713445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1713445.875000 Penalty: 3118.083984
	Iteration 43Q: 3 clusters Score -1713446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1713447.375000 Penalty: 3118.083984
	Iteration 44Q: 3 clusters Score -1713447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1713448.250000 Penalty: 3118.083984
	Iteration 45Q: 3 clusters Score -1713448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1713451.875000 Penalty: 3118.083984
	Iteration 46Q: 3 clusters Score -1713452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1713453.250000 Penalty: 3118.083984
	Iteration 47Q: 3 clusters Score -1713453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1713454.125000 Penalty: 3118.083984
	Iteration 48Q: 3 clusters Score -1713454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1713458.125000 Penalty: 3118.083984
	Iteration 49Q: 3 clusters Score -1713458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1713458.375000 Penalty: 3118.083984
	Iteration 50Q: 3 clusters Score -1713458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1713458.500000 Penalty: 3118.083984
	Iteration 51Q: 3 clusters Score -1713458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1713458.000000 Penalty: 3118.083984
	Iteration 52Q: 3 clusters Score -1713458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1713458.750000 Penalty: 3118.083984
	Iteration 53Q: 3 clusters Score -1713459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1713456.875000 Penalty: 3118.083984
	Iteration 54Q: 3 clusters Score -1713457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1713455.125000 Penalty: 3118.083984
	Iteration 55Q: 3 clusters Score -1713455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1713459.625000 Penalty: 3118.083984
	Iteration 56Q: 3 clusters Score -1713460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1713459.625000 Penalty: 3118.083984
	Iteration 57Q: 3 clusters Score -1713460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1713461.000000 Penalty: 3118.083984
	Iteration 58Q: 3 clusters Score -1713461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1713461.750000 Penalty: 3118.083984
	Iteration 59Q: 3 clusters Score -1713462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1713467.875000 Penalty: 3118.083984
	Iteration 60F: 3 clusters Score -1713468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1713473.375000 Penalty: 3118.083984
	Iteration 61Q: 3 clusters Score -1713473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1713472.375000 Penalty: 3118.083984
	Iteration 62Q: 3 clusters Score -1713472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1713474.875000 Penalty: 3118.083984
	Iteration 63Q: 3 clusters Score -1713475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1713476.250000 Penalty: 3118.083984
	Iteration 64Q: 3 clusters Score -1713476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1713476.375000 Penalty: 3118.083984
	Iteration 65Q: 3 clusters Score -1713476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1713478.375000 Penalty: 3118.083984
	Iteration 66Q: 3 clusters Score -1713478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1713482.375000 Penalty: 3118.083984
	Iteration 67Q: 3 clusters Score -1713482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1713484.250000 Penalty: 3118.083984
	Iteration 68Q: 3 clusters Score -1713484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1713484.500000 Penalty: 3118.083984
	Iteration 69Q: 3 clusters Score -1713484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1713484.500000 Penalty: 3118.083984
	Iteration 70F: 3 clusters Score -1713484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -304966.218750 Penalty: 1280.569336
	Iteration 0F: 2 clusters Score -304966.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -302467.156250 Penalty: 2561.138672
	Iteration 0F: 3 clusters Score -302467.2 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -303043.250000 Penalty: 2561.138672
	Iteration 1F: 3 clusters Score -303043.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -303155.781250 Penalty: 2561.138672
	Iteration 2F: 3 clusters Score -303155.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -303230.343750 Penalty: 2561.138672
	Iteration 3Q: 3 clusters Score -303230.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -303289.625000 Penalty: 2561.138672
	Iteration 4Q: 3 clusters Score -303289.6 nChanged 71
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: -303341.031250 Penalty: 2561.138672
	Iteration 5Q: 3 clusters Score -303341 nChanged 74
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: -303383.937500 Penalty: 2561.138672
	Iteration 6Q: 3 clusters Score -303383.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -303409.437500 Penalty: 2561.138672
	Iteration 7Q: 3 clusters Score -303409.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -303433.500000 Penalty: 2561.138672
	Iteration 8Q: 3 clusters Score -303433.5 nChanged 48
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: -303453.812500 Penalty: 2561.138672
	Iteration 9Q: 3 clusters Score -303453.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -303470.843750 Penalty: 2561.138672
	Iteration 10Q: 3 clusters Score -303470.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -303484.187500 Penalty: 2561.138672
	Iteration 11Q: 3 clusters Score -303484.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -303492.937500 Penalty: 2561.138672
	Iteration 12Q: 3 clusters Score -303492.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -303503.562500 Penalty: 2561.138672
	Iteration 13Q: 3 clusters Score -303503.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -303509.500000 Penalty: 2561.138672
	Iteration 14Q: 3 clusters Score -303509.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -303513.906250 Penalty: 2561.138672
	Iteration 15Q: 3 clusters Score -303513.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -303521.968750 Penalty: 2561.138672
	Iteration 16Q: 3 clusters Score -303522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -303532.500000 Penalty: 2561.138672
	Iteration 17Q: 3 clusters Score -303532.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -303542.156250 Penalty: 2561.138672
	Iteration 18Q: 3 clusters Score -303542.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -303551.062500 Penalty: 2561.138672
	Iteration 19Q: 3 clusters Score -303551.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -303561.531250 Penalty: 2561.138672
	Iteration 20F: 3 clusters Score -303561.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -303573.718750 Penalty: 2561.138672
	Iteration 21Q: 3 clusters Score -303573.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -303587.187500 Penalty: 2561.138672
	Iteration 22Q: 3 clusters Score -303587.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -303602.468750 Penalty: 2561.138672
	Iteration 23Q: 3 clusters Score -303602.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -303616.031250 Penalty: 2561.138672
	Iteration 24Q: 3 clusters Score -303616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -303625.812500 Penalty: 2561.138672
	Iteration 25Q: 3 clusters Score -303625.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -303638.000000 Penalty: 2561.138672
	Iteration 26Q: 3 clusters Score -303638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -303653.031250 Penalty: 2561.138672
	Iteration 27Q: 3 clusters Score -303653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -303661.625000 Penalty: 2561.138672
	Iteration 28Q: 3 clusters Score -303661.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -303668.125000 Penalty: 2561.138672
	Iteration 29Q: 3 clusters Score -303668.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -303675.187500 Penalty: 2561.138672
	Iteration 30Q: 3 clusters Score -303675.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -303682.500000 Penalty: 2561.138672
	Iteration 31Q: 3 clusters Score -303682.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -303689.312500 Penalty: 2561.138672
	Iteration 32Q: 3 clusters Score -303689.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -303696.093750 Penalty: 2561.138672
	Iteration 33Q: 3 clusters Score -303696.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -303703.312500 Penalty: 2561.138672
	Iteration 34Q: 3 clusters Score -303703.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -303712.843750 Penalty: 2561.138672
	Iteration 35Q: 3 clusters Score -303712.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -303723.500000 Penalty: 2561.138672
	Iteration 36Q: 3 clusters Score -303723.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -303737.750000 Penalty: 2561.138672
	Iteration 37Q: 3 clusters Score -303737.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -303749.125000 Penalty: 2561.138672
	Iteration 38Q: 3 clusters Score -303749.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -303757.437500 Penalty: 2561.138672
	Iteration 39Q: 3 clusters Score -303757.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -303764.218750 Penalty: 2561.138672
	Iteration 40F: 3 clusters Score -303764.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -303773.375000 Penalty: 2561.138672
	Iteration 41Q: 3 clusters Score -303773.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -303778.031250 Penalty: 2561.138672
	Iteration 42Q: 3 clusters Score -303778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -303782.406250 Penalty: 2561.138672
	Iteration 43Q: 3 clusters Score -303782.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -303785.562500 Penalty: 2561.138672
	Iteration 44Q: 3 clusters Score -303785.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -303791.937500 Penalty: 2561.138672
	Iteration 45Q: 3 clusters Score -303791.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -303798.968750 Penalty: 2561.138672
	Iteration 46Q: 3 clusters Score -303799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -303804.468750 Penalty: 2561.138672
	Iteration 47Q: 3 clusters Score -303804.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -303808.687500 Penalty: 2561.138672
	Iteration 48Q: 3 clusters Score -303808.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -303814.250000 Penalty: 2561.138672
	Iteration 49Q: 3 clusters Score -303814.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -303816.687500 Penalty: 2561.138672
	Iteration 50Q: 3 clusters Score -303816.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -303819.531250 Penalty: 2561.138672
	Iteration 51Q: 3 clusters Score -303819.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -303823.187500 Penalty: 2561.138672
	Iteration 52Q: 3 clusters Score -303823.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -303826.281250 Penalty: 2561.138672
	Iteration 53Q: 3 clusters Score -303826.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -303830.718750 Penalty: 2561.138672
	Iteration 54Q: 3 clusters Score -303830.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -303834.718750 Penalty: 2561.138672
	Iteration 55Q: 3 clusters Score -303834.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -303839.625000 Penalty: 2561.138672
	Iteration 56Q: 3 clusters Score -303839.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -303844.687500 Penalty: 2561.138672
	Iteration 57Q: 3 clusters Score -303844.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -303848.531250 Penalty: 2561.138672
	Iteration 58Q: 3 clusters Score -303848.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -303852.843750 Penalty: 2561.138672
	Iteration 59Q: 3 clusters Score -303852.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -303854.656250 Penalty: 2561.138672
	Iteration 60F: 3 clusters Score -303854.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -303856.562500 Penalty: 2561.138672
	Iteration 61Q: 3 clusters Score -303856.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -303858.093750 Penalty: 2561.138672
	Iteration 62Q: 3 clusters Score -303858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -303859.562500 Penalty: 2561.138672
	Iteration 63Q: 3 clusters Score -303859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -303862.531250 Penalty: 2561.138672
	Iteration 64Q: 3 clusters Score -303862.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -303866.156250 Penalty: 2561.138672
	Iteration 65Q: 3 clusters Score -303866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -303867.875000 Penalty: 2561.138672
	Iteration 66Q: 3 clusters Score -303867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -303869.687500 Penalty: 2561.138672
	Iteration 67Q: 3 clusters Score -303869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -303873.031250 Penalty: 2561.138672
	Iteration 68Q: 3 clusters Score -303873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -303876.062500 Penalty: 2561.138672
	Iteration 69Q: 3 clusters Score -303876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -303878.343750 Penalty: 2561.138672
	Iteration 70Q: 3 clusters Score -303878.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -303878.718750 Penalty: 2561.138672
	Iteration 71Q: 3 clusters Score -303878.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -303881.500000 Penalty: 2561.138672
	Iteration 72Q: 3 clusters Score -303881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -303881.750000 Penalty: 2561.138672
	Iteration 73Q: 3 clusters Score -303881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -303883.125000 Penalty: 2561.138672
	Iteration 74Q: 3 clusters Score -303883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -303882.937500 Penalty: 2561.138672
	Iteration 75Q: 3 clusters Score -303882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -303884.000000 Penalty: 2561.138672
	Iteration 76Q: 3 clusters Score -303884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -303884.000000 Penalty: 2561.138672
	Iteration 77F: 3 clusters Score -303884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -43553.332031 Penalty: 990.205078
	Iteration 0F: 2 clusters Score -43553.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42646.910156 Penalty: 1980.410156
	Iteration 0F: 3 clusters Score -42646.91 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42870.500000 Penalty: 1980.410156
	Iteration 1F: 3 clusters Score -42870.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42913.359375 Penalty: 1980.410156
	Iteration 2F: 3 clusters Score -42913.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42933.757812 Penalty: 1980.410156
	Iteration 3Q: 3 clusters Score -42933.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42951.277344 Penalty: 1980.410156
	Iteration 4Q: 3 clusters Score -42951.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -42966.261719 Penalty: 1980.410156
	Iteration 5Q: 3 clusters Score -42966.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42976.656250 Penalty: 1980.410156
	Iteration 6Q: 3 clusters Score -42976.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42986.285156 Penalty: 1980.410156
	Iteration 7Q: 3 clusters Score -42986.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42991.679688 Penalty: 1980.410156
	Iteration 8Q: 3 clusters Score -42991.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42997.628906 Penalty: 1980.410156
	Iteration 9Q: 3 clusters Score -42997.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -43009.238281 Penalty: 1980.410156
	Iteration 10Q: 3 clusters Score -43009.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43020.097656 Penalty: 1980.410156
	Iteration 11Q: 3 clusters Score -43020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43028.558594 Penalty: 1980.410156
	Iteration 12Q: 3 clusters Score -43028.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43041.734375 Penalty: 1980.410156
	Iteration 13Q: 3 clusters Score -43041.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43059.234375 Penalty: 1980.410156
	Iteration 14Q: 3 clusters Score -43059.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43069.675781 Penalty: 1980.410156
	Iteration 15Q: 3 clusters Score -43069.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43081.773438 Penalty: 1980.410156
	Iteration 16Q: 3 clusters Score -43081.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -43086.613281 Penalty: 1980.410156
	Iteration 17Q: 3 clusters Score -43086.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43088.019531 Penalty: 1980.410156
	Iteration 18Q: 3 clusters Score -43088.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43088.531250 Penalty: 1980.410156
	Iteration 19Q: 3 clusters Score -43088.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -43089.910156 Penalty: 1980.410156
	Iteration 20F: 3 clusters Score -43089.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -43091.582031 Penalty: 1980.410156
	Iteration 21Q: 3 clusters Score -43091.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -43091.582031 Penalty: 1980.410156
	Iteration 22F: 3 clusters Score -43091.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -11671.138672 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -11671.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11197.537109 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -11197.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11282.814453 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -11282.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11298.447266 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -11298.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11299.310547 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -11299.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11299.310547 Penalty: 1612.924561
	Iteration 4F: 3 clusters Score -11299.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -114997.859375 Penalty: 1122.834961
	Iteration 0F: 2 clusters Score -114997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113533.273438 Penalty: 2245.669922
	Iteration 0F: 3 clusters Score -113533.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113770.953125 Penalty: 2245.669922
	Iteration 1F: 3 clusters Score -113771 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113838.656250 Penalty: 2245.669922
	Iteration 2F: 3 clusters Score -113838.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113882.742188 Penalty: 2245.669922
	Iteration 3Q: 3 clusters Score -113882.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113905.125000 Penalty: 2245.669922
	Iteration 4Q: 3 clusters Score -113905.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113915.664062 Penalty: 2245.669922
	Iteration 5Q: 3 clusters Score -113915.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113925.789062 Penalty: 2245.669922
	Iteration 6Q: 3 clusters Score -113925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -113933.781250 Penalty: 2245.669922
	Iteration 7Q: 3 clusters Score -113933.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -113945.289062 Penalty: 2245.669922
	Iteration 8Q: 3 clusters Score -113945.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -113952.390625 Penalty: 2245.669922
	Iteration 9Q: 3 clusters Score -113952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -113956.921875 Penalty: 2245.669922
	Iteration 10Q: 3 clusters Score -113956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -113960.218750 Penalty: 2245.669922
	Iteration 11Q: 3 clusters Score -113960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -113962.625000 Penalty: 2245.669922
	Iteration 12Q: 3 clusters Score -113962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -113963.015625 Penalty: 2245.669922
	Iteration 13Q: 3 clusters Score -113963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -113963.367188 Penalty: 2245.669922
	Iteration 14Q: 3 clusters Score -113963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -113964.281250 Penalty: 2245.669922
	Iteration 15Q: 3 clusters Score -113964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113964.820312 Penalty: 2245.669922
	Iteration 16Q: 3 clusters Score -113964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113964.820312 Penalty: 2245.669922
	Iteration 17F: 3 clusters Score -113964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66380 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 28313 members 
Mstep: Class 4 contains 134863 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 91438 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4718 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 12469 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4197 members 
Mstep: Class 14 contains 28513 members 
Mstep: Class 15 contains 30271 members 
Mstep: Class 16 contains 19866 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 51607 members 
Mstep: Class 19 contains 12667 members 
Mstep: Class 20 contains 35638 members 
Mstep: Class 21 contains 105743 members 
Mstep: Class 22 contains 88272 members 
Mstep: Class 23 contains 6261 members 
Mstep: Class 24 contains 14678 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211288.000000 Penalty: 61608.199219
Iteration 159Q: 29 clusters Score -8.621129e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28314 members 
Mstep: Class 4 contains 134842 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 91521 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 12434 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4198 members 
Mstep: Class 14 contains 28518 members 
Mstep: Class 15 contains 30273 members 
Mstep: Class 16 contains 19856 members 
Mstep: Class 17 contains 4815 members 
Mstep: Class 18 contains 51496 members 
Mstep: Class 19 contains 12669 members 
Mstep: Class 20 contains 35634 members 
Mstep: Class 21 contains 105755 members 
Mstep: Class 22 contains 88344 members 
Mstep: Class 23 contains 6262 members 
Mstep: Class 24 contains 14679 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211248.000000 Penalty: 61608.199219
Iteration 160F: 29 clusters Score -8.621125e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28319 members 
Mstep: Class 4 contains 134828 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 91614 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4707 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 12407 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4201 members 
Mstep: Class 14 contains 28520 members 
Mstep: Class 15 contains 30268 members 
Mstep: Class 16 contains 19855 members 
Mstep: Class 17 contains 4815 members 
Mstep: Class 18 contains 51369 members 
Mstep: Class 19 contains 12669 members 
Mstep: Class 20 contains 35629 members 
Mstep: Class 21 contains 105773 members 
Mstep: Class 22 contains 88393 members 
Mstep: Class 23 contains 6265 members 
Mstep: Class 24 contains 14678 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211304.000000 Penalty: 61608.199219
Iteration 161Q: 29 clusters Score -8.62113e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66396 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28331 members 
Mstep: Class 4 contains 134816 members 
Mstep: Class 5 contains 4732 members 
Mstep: Class 6 contains 91709 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4701 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 12382 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4201 members 
Mstep: Class 14 contains 28527 members 
Mstep: Class 15 contains 30270 members 
Mstep: Class 16 contains 19854 members 
Mstep: Class 17 contains 4815 members 
Mstep: Class 18 contains 51235 members 
Mstep: Class 19 contains 12669 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 105790 members 
Mstep: Class 22 contains 88434 members 
Mstep: Class 23 contains 6265 members 
Mstep: Class 24 contains 14677 members 
Mstep: Class 25 contains 2649 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211224.000000 Penalty: 61608.199219
Iteration 162Q: 29 clusters Score -8.621122e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28336 members 
Mstep: Class 4 contains 134813 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 91807 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4697 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 4703 members 
Mstep: Class 11 contains 12353 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4203 members 
Mstep: Class 14 contains 28530 members 
Mstep: Class 15 contains 30268 members 
Mstep: Class 16 contains 19855 members 
Mstep: Class 17 contains 4815 members 
Mstep: Class 18 contains 51093 members 
Mstep: Class 19 contains 12668 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 105812 members 
Mstep: Class 22 contains 88477 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 14676 members 
Mstep: Class 25 contains 2651 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211224.000000 Penalty: 61608.199219
Iteration 163Q: 29 clusters Score -8.621122e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66396 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28338 members 
Mstep: Class 4 contains 134809 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 91904 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4694 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 12320 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4206 members 
Mstep: Class 14 contains 28532 members 
Mstep: Class 15 contains 30266 members 
Mstep: Class 16 contains 19855 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 50947 members 
Mstep: Class 19 contains 12668 members 
Mstep: Class 20 contains 35629 members 
Mstep: Class 21 contains 105848 members 
Mstep: Class 22 contains 88524 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 14678 members 
Mstep: Class 25 contains 2650 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211064.000000 Penalty: 61608.199219
Iteration 164Q: 29 clusters Score -8.621106e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28338 members 
Mstep: Class 4 contains 134799 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 92001 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4687 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 12304 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4207 members 
Mstep: Class 14 contains 28531 members 
Mstep: Class 15 contains 30266 members 
Mstep: Class 16 contains 19856 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 50798 members 
Mstep: Class 19 contains 12667 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 105882 members 
Mstep: Class 22 contains 88578 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 14676 members 
Mstep: Class 25 contains 2650 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210944.000000 Penalty: 61608.199219
Iteration 165Q: 29 clusters Score -8.621094e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28340 members 
Mstep: Class 4 contains 134788 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 92082 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 12289 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4209 members 
Mstep: Class 14 contains 28523 members 
Mstep: Class 15 contains 30269 members 
Mstep: Class 16 contains 19864 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 50661 members 
Mstep: Class 19 contains 12665 members 
Mstep: Class 20 contains 35630 members 
Mstep: Class 21 contains 105930 members 
Mstep: Class 22 contains 88613 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 14678 members 
Mstep: Class 25 contains 2650 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210912.000000 Penalty: 61608.199219
Iteration 166Q: 29 clusters Score -8.621091e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66396 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28340 members 
Mstep: Class 4 contains 134781 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 92201 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4670 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 12266 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4210 members 
Mstep: Class 14 contains 28521 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 19862 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 50498 members 
Mstep: Class 19 contains 12663 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 105981 members 
Mstep: Class 22 contains 88637 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 14682 members 
Mstep: Class 25 contains 2650 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210872.000000 Penalty: 61608.199219
Iteration 167Q: 29 clusters Score -8.621087e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 28343 members 
Mstep: Class 4 contains 134781 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 92322 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4668 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 12239 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4212 members 
Mstep: Class 14 contains 28521 members 
Mstep: Class 15 contains 30273 members 
Mstep: Class 16 contains 19854 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 50326 members 
Mstep: Class 19 contains 12661 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 106035 members 
Mstep: Class 22 contains 88654 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 14685 members 
Mstep: Class 25 contains 2651 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210768.000000 Penalty: 61608.199219
Iteration 168Q: 29 clusters Score -8.621077e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 28343 members 
Mstep: Class 4 contains 134794 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 92451 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4660 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 11 contains 12234 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4215 members 
Mstep: Class 14 contains 28523 members 
Mstep: Class 15 contains 30275 members 
Mstep: Class 16 contains 19853 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 50124 members 
Mstep: Class 19 contains 12658 members 
Mstep: Class 20 contains 35613 members 
Mstep: Class 21 contains 106095 members 
Mstep: Class 22 contains 88670 members 
Mstep: Class 23 contains 6267 members 
Mstep: Class 24 contains 14684 members 
Mstep: Class 25 contains 2654 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210736.000000 Penalty: 61608.199219
Iteration 169Q: 29 clusters Score -8.621074e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 28348 members 
Mstep: Class 4 contains 134788 members 
Mstep: Class 5 contains 4732 members 
Mstep: Class 6 contains 92560 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4656 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 12230 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4216 members 
Mstep: Class 14 contains 28524 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 19859 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 49879 members 
Mstep: Class 19 contains 12657 members 
Mstep: Class 20 contains 35610 members 
Mstep: Class 21 contains 106162 members 
Mstep: Class 22 contains 88737 members 
Mstep: Class 23 contains 6270 members 
Mstep: Class 24 contains 14679 members 
Mstep: Class 25 contains 2655 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210616.000000 Penalty: 61608.199219
Iteration 170Q: 29 clusters Score -8.621062e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 28349 members 
Mstep: Class 4 contains 134787 members 
Mstep: Class 5 contains 4732 members 
Mstep: Class 6 contains 92665 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4652 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 12221 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 28523 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 19865 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 49650 members 
Mstep: Class 19 contains 12657 members 
Mstep: Class 20 contains 35610 members 
Mstep: Class 21 contains 106222 members 
Mstep: Class 22 contains 88799 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 14674 members 
Mstep: Class 25 contains 2656 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210608.000000 Penalty: 61608.199219
Iteration 171Q: 29 clusters Score -8.621061e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28354 members 
Mstep: Class 4 contains 134804 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 92780 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4652 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 4727 members 
Mstep: Class 11 contains 12199 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 28525 members 
Mstep: Class 15 contains 30267 members 
Mstep: Class 16 contains 19873 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 49410 members 
Mstep: Class 19 contains 12656 members 
Mstep: Class 20 contains 35605 members 
Mstep: Class 21 contains 106271 members 
Mstep: Class 22 contains 88870 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 14668 members 
Mstep: Class 25 contains 2656 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210488.000000 Penalty: 61608.199219
Iteration 172Q: 29 clusters Score -8.621049e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28356 members 
Mstep: Class 4 contains 134816 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 92911 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4649 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 12184 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4221 members 
Mstep: Class 14 contains 28523 members 
Mstep: Class 15 contains 30264 members 
Mstep: Class 16 contains 19888 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 49160 members 
Mstep: Class 19 contains 12653 members 
Mstep: Class 20 contains 35603 members 
Mstep: Class 21 contains 106321 members 
Mstep: Class 22 contains 88936 members 
Mstep: Class 23 contains 6271 members 
Mstep: Class 24 contains 14668 members 
Mstep: Class 25 contains 2656 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210568.000000 Penalty: 61608.199219
Iteration 173Q: 29 clusters Score -8.621057e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28357 members 
Mstep: Class 4 contains 134814 members 
Mstep: Class 5 contains 4734 members 
Mstep: Class 6 contains 93042 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4650 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 4735 members 
Mstep: Class 11 contains 12174 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4222 members 
Mstep: Class 14 contains 28531 members 
Mstep: Class 15 contains 30261 members 
Mstep: Class 16 contains 19893 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 48925 members 
Mstep: Class 19 contains 12652 members 
Mstep: Class 20 contains 35604 members 
Mstep: Class 21 contains 106360 members 
Mstep: Class 22 contains 88991 members 
Mstep: Class 23 contains 6272 members 
Mstep: Class 24 contains 14666 members 
Mstep: Class 25 contains 2656 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210504.000000 Penalty: 61608.199219
Iteration 174Q: 29 clusters Score -8.62105e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28357 members 
Mstep: Class 4 contains 134815 members 
Mstep: Class 5 contains 4734 members 
Mstep: Class 6 contains 93177 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4651 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 4740 members 
Mstep: Class 11 contains 12164 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4222 members 
Mstep: Class 14 contains 28534 members 
Mstep: Class 15 contains 30258 members 
Mstep: Class 16 contains 19894 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 48689 members 
Mstep: Class 19 contains 12649 members 
Mstep: Class 20 contains 35605 members 
Mstep: Class 21 contains 106404 members 
Mstep: Class 22 contains 89043 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14665 members 
Mstep: Class 25 contains 2656 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210368.000000 Penalty: 61608.199219
Iteration 175Q: 29 clusters Score -8.621037e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134814 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 93291 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4642 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 4742 members 
Mstep: Class 11 contains 12159 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4222 members 
Mstep: Class 14 contains 28534 members 
Mstep: Class 15 contains 30255 members 
Mstep: Class 16 contains 19889 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 48491 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 35609 members 
Mstep: Class 21 contains 106440 members 
Mstep: Class 22 contains 89097 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14662 members 
Mstep: Class 25 contains 2656 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210424.000000 Penalty: 61608.199219
Iteration 176Q: 29 clusters Score -8.621042e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28362 members 
Mstep: Class 4 contains 134825 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 93398 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4638 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 4742 members 
Mstep: Class 11 contains 12146 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4222 members 
Mstep: Class 14 contains 28535 members 
Mstep: Class 15 contains 30251 members 
Mstep: Class 16 contains 19888 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 48307 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 35610 members 
Mstep: Class 21 contains 106479 members 
Mstep: Class 22 contains 89131 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14659 members 
Mstep: Class 25 contains 2657 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210448.000000 Penalty: 61608.199219
Iteration 177Q: 29 clusters Score -8.621045e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28369 members 
Mstep: Class 4 contains 134830 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 93538 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4635 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 4738 members 
Mstep: Class 11 contains 12139 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4222 members 
Mstep: Class 14 contains 28534 members 
Mstep: Class 15 contains 30250 members 
Mstep: Class 16 contains 19897 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 48093 members 
Mstep: Class 19 contains 12646 members 
Mstep: Class 20 contains 35614 members 
Mstep: Class 21 contains 106508 members 
Mstep: Class 22 contains 89159 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14659 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210368.000000 Penalty: 61608.199219
Iteration 178Q: 29 clusters Score -8.621037e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28371 members 
Mstep: Class 4 contains 134835 members 
Mstep: Class 5 contains 4729 members 
Mstep: Class 6 contains 93684 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4628 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 4737 members 
Mstep: Class 11 contains 12121 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 28531 members 
Mstep: Class 15 contains 30250 members 
Mstep: Class 16 contains 19913 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 47860 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 35617 members 
Mstep: Class 21 contains 106537 members 
Mstep: Class 22 contains 89207 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14659 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210408.000000 Penalty: 61608.199219
Iteration 179Q: 29 clusters Score -8.621041e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28374 members 
Mstep: Class 4 contains 134835 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 93823 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4624 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 4740 members 
Mstep: Class 11 contains 12111 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 28525 members 
Mstep: Class 15 contains 30252 members 
Mstep: Class 16 contains 19917 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 47625 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 106575 members 
Mstep: Class 22 contains 89262 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14658 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210344.000000 Penalty: 61608.199219
Iteration 180F: 29 clusters Score -8.621034e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28373 members 
Mstep: Class 4 contains 134834 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 93941 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4614 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 4739 members 
Mstep: Class 11 contains 12106 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 14 contains 28523 members 
Mstep: Class 15 contains 30252 members 
Mstep: Class 16 contains 19921 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 47394 members 
Mstep: Class 19 contains 12644 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 106640 members 
Mstep: Class 22 contains 89312 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14655 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210264.000000 Penalty: 61608.199219
Iteration 181Q: 29 clusters Score -8.621026e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28374 members 
Mstep: Class 4 contains 134841 members 
Mstep: Class 5 contains 4731 members 
Mstep: Class 6 contains 94070 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4600 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 4739 members 
Mstep: Class 11 contains 12101 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4224 members 
Mstep: Class 14 contains 28522 members 
Mstep: Class 15 contains 30252 members 
Mstep: Class 16 contains 19926 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 47168 members 
Mstep: Class 19 contains 12644 members 
Mstep: Class 20 contains 35619 members 
Mstep: Class 21 contains 106695 members 
Mstep: Class 22 contains 89349 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14654 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
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Score: -86210240.000000 Penalty: 61608.199219
Iteration 182Q: 29 clusters Score -8.621024e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 28377 members 
Mstep: Class 4 contains 134866 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 94189 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4591 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 4742 members 
Mstep: Class 11 contains 12089 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4224 members 
Mstep: Class 14 contains 28523 members 
Mstep: Class 15 contains 30248 members 
Mstep: Class 16 contains 19928 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 46933 members 
Mstep: Class 19 contains 12644 members 
Mstep: Class 20 contains 35610 members 
Mstep: Class 21 contains 106747 members 
Mstep: Class 22 contains 89397 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14655 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210160.000000 Penalty: 61608.199219
Iteration 183Q: 29 clusters Score -8.621016e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66551 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 28378 members 
Mstep: Class 4 contains 134886 members 
Mstep: Class 5 contains 4735 members 
Mstep: Class 6 contains 94334 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 11 contains 12078 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4224 members 
Mstep: Class 14 contains 28520 members 
Mstep: Class 15 contains 30245 members 
Mstep: Class 16 contains 19931 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 46664 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 35602 members 
Mstep: Class 21 contains 106825 members 
Mstep: Class 22 contains 89433 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14652 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209944.000000 Penalty: 61608.199219
Iteration 184Q: 29 clusters Score -8.620994e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 28380 members 
Mstep: Class 4 contains 134903 members 
Mstep: Class 5 contains 4736 members 
Mstep: Class 6 contains 94477 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 12062 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4224 members 
Mstep: Class 14 contains 28517 members 
Mstep: Class 15 contains 30245 members 
Mstep: Class 16 contains 19932 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 46397 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 35601 members 
Mstep: Class 21 contains 106895 members 
Mstep: Class 22 contains 89479 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14652 members 
Mstep: Class 25 contains 2659 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209936.000000 Penalty: 61608.199219
Iteration 185Q: 29 clusters Score -8.620994e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 28391 members 
Mstep: Class 4 contains 134928 members 
Mstep: Class 5 contains 4739 members 
Mstep: Class 6 contains 94624 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 12046 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 14 contains 28520 members 
Mstep: Class 15 contains 30246 members 
Mstep: Class 16 contains 19934 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 46147 members 
Mstep: Class 19 contains 12648 members 
Mstep: Class 20 contains 35598 members 
Mstep: Class 21 contains 106953 members 
Mstep: Class 22 contains 89502 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14652 members 
Mstep: Class 25 contains 2660 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209808.000000 Penalty: 61608.199219
Iteration 186Q: 29 clusters Score -8.620981e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 28395 members 
Mstep: Class 4 contains 134940 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 94742 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4538 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 4756 members 
Mstep: Class 11 contains 12035 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4228 members 
Mstep: Class 14 contains 28521 members 
Mstep: Class 15 contains 30247 members 
Mstep: Class 16 contains 19933 members 
Mstep: Class 17 contains 4815 members 
Mstep: Class 18 contains 45901 members 
Mstep: Class 19 contains 12646 members 
Mstep: Class 20 contains 35596 members 
Mstep: Class 21 contains 107054 members 
Mstep: Class 22 contains 89535 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14647 members 
Mstep: Class 25 contains 2660 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209776.000000 Penalty: 61608.199219
Iteration 187Q: 29 clusters Score -8.620978e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 28400 members 
Mstep: Class 4 contains 134949 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 94884 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 4760 members 
Mstep: Class 11 contains 12035 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4229 members 
Mstep: Class 14 contains 28515 members 
Mstep: Class 15 contains 30246 members 
Mstep: Class 16 contains 19932 members 
Mstep: Class 17 contains 4815 members 
Mstep: Class 18 contains 45616 members 
Mstep: Class 19 contains 12644 members 
Mstep: Class 20 contains 35596 members 
Mstep: Class 21 contains 107153 members 
Mstep: Class 22 contains 89566 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14645 members 
Mstep: Class 25 contains 2660 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209616.000000 Penalty: 61608.199219
Iteration 188Q: 29 clusters Score -8.620962e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 28402 members 
Mstep: Class 4 contains 134962 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 95035 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4502 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 12036 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4231 members 
Mstep: Class 14 contains 28515 members 
Mstep: Class 15 contains 30247 members 
Mstep: Class 16 contains 19943 members 
Mstep: Class 17 contains 4815 members 
Mstep: Class 18 contains 45320 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 35598 members 
Mstep: Class 21 contains 107236 members 
Mstep: Class 22 contains 89604 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14644 members 
Mstep: Class 25 contains 2659 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209624.000000 Penalty: 61608.199219
Iteration 189Q: 29 clusters Score -8.620962e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 28404 members 
Mstep: Class 4 contains 134962 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 95199 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 4765 members 
Mstep: Class 11 contains 12026 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 28513 members 
Mstep: Class 15 contains 30246 members 
Mstep: Class 16 contains 19942 members 
Mstep: Class 17 contains 4815 members 
Mstep: Class 18 contains 45018 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 35604 members 
Mstep: Class 21 contains 107334 members 
Mstep: Class 22 contains 89641 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14644 members 
Mstep: Class 25 contains 2659 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
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Iteration 190Q: 29 clusters Score -8.620957e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 28415 members 
Mstep: Class 4 contains 134967 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 95390 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4485 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 4763 members 
Mstep: Class 11 contains 12014 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4237 members 
Mstep: Class 14 contains 28509 members 
Mstep: Class 15 contains 30241 members 
Mstep: Class 16 contains 19941 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 44716 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 35601 members 
Mstep: Class 21 contains 107406 members 
Mstep: Class 22 contains 89673 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14646 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 191Q: 29 clusters Score -8.620958e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 28415 members 
Mstep: Class 4 contains 134971 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 95568 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4471 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 4762 members 
Mstep: Class 11 contains 12002 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4240 members 
Mstep: Class 14 contains 28505 members 
Mstep: Class 15 contains 30237 members 
Mstep: Class 16 contains 19943 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 44405 members 
Mstep: Class 19 contains 12646 members 
Mstep: Class 20 contains 35599 members 
Mstep: Class 21 contains 107494 members 
Mstep: Class 22 contains 89720 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14649 members 
Mstep: Class 25 contains 2659 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
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Iteration 192Q: 29 clusters Score -8.620948e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 28411 members 
Mstep: Class 4 contains 135011 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 95759 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4454 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 4762 members 
Mstep: Class 11 contains 11998 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4237 members 
Mstep: Class 14 contains 28506 members 
Mstep: Class 15 contains 30233 members 
Mstep: Class 16 contains 19945 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 44071 members 
Mstep: Class 19 contains 12646 members 
Mstep: Class 20 contains 35593 members 
Mstep: Class 21 contains 107582 members 
Mstep: Class 22 contains 89766 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14650 members 
Mstep: Class 25 contains 2659 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
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Iteration 193Q: 29 clusters Score -8.620945e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 28416 members 
Mstep: Class 4 contains 135046 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 95960 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 4762 members 
Mstep: Class 11 contains 11995 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 28510 members 
Mstep: Class 15 contains 30227 members 
Mstep: Class 16 contains 19960 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 43694 members 
Mstep: Class 19 contains 12644 members 
Mstep: Class 20 contains 35587 members 
Mstep: Class 21 contains 107672 members 
Mstep: Class 22 contains 89819 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14648 members 
Mstep: Class 25 contains 2660 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
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Iteration 194Q: 29 clusters Score -8.620932e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 28418 members 
Mstep: Class 4 contains 135066 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 96183 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 4763 members 
Mstep: Class 11 contains 11992 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4240 members 
Mstep: Class 14 contains 28510 members 
Mstep: Class 15 contains 30221 members 
Mstep: Class 16 contains 19972 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 43305 members 
Mstep: Class 19 contains 12642 members 
Mstep: Class 20 contains 35586 members 
Mstep: Class 21 contains 107758 members 
Mstep: Class 22 contains 89883 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14649 members 
Mstep: Class 25 contains 2660 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
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Iteration 195Q: 29 clusters Score -8.620917e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 135072 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 96407 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4389 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 10 contains 4758 members 
Mstep: Class 11 contains 11985 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4243 members 
Mstep: Class 14 contains 28513 members 
Mstep: Class 15 contains 30216 members 
Mstep: Class 16 contains 19973 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 42956 members 
Mstep: Class 19 contains 12641 members 
Mstep: Class 20 contains 35576 members 
Mstep: Class 21 contains 107839 members 
Mstep: Class 22 contains 89936 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14649 members 
Mstep: Class 25 contains 2661 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
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Iteration 196Q: 29 clusters Score -8.62091e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 28431 members 
Mstep: Class 4 contains 135069 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 96610 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4369 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 4756 members 
Mstep: Class 11 contains 11987 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4244 members 
Mstep: Class 14 contains 28519 members 
Mstep: Class 15 contains 30211 members 
Mstep: Class 16 contains 19978 members 
Mstep: Class 17 contains 4820 members 
Mstep: Class 18 contains 42610 members 
Mstep: Class 19 contains 12641 members 
Mstep: Class 20 contains 35574 members 
Mstep: Class 21 contains 107929 members 
Mstep: Class 22 contains 89979 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14648 members 
Mstep: Class 25 contains 2661 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
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Iteration 197Q: 29 clusters Score -8.620902e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 28436 members 
Mstep: Class 4 contains 135071 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 96808 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4344 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 4760 members 
Mstep: Class 11 contains 11983 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4243 members 
Mstep: Class 14 contains 28521 members 
Mstep: Class 15 contains 30201 members 
Mstep: Class 16 contains 19969 members 
Mstep: Class 17 contains 4819 members 
Mstep: Class 18 contains 42284 members 
Mstep: Class 19 contains 12642 members 
Mstep: Class 20 contains 35574 members 
Mstep: Class 21 contains 108018 members 
Mstep: Class 22 contains 90032 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14649 members 
Mstep: Class 25 contains 2660 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209112.000000 Penalty: 61608.199219
Iteration 198Q: 29 clusters Score -8.620911e+07 nChanged 670
Entering ConstructFrom: 
Score: -86209112.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (66762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Entering Unmasked Estep 
Score: -7776798.000000 Penalty: 1805.194580
	Iteration 0F: 2 clusters Score -7776798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -7732277.500000 Penalty: 3610.389160
	Iteration 0F: 3 clusters Score -7732278 nChanged 31598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -7750088.500000 Penalty: 3610.389160
	Iteration 1F: 3 clusters Score -7750088 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -7750559.500000 Penalty: 3610.389160
	Iteration 2Q: 3 clusters Score -7750560 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -7751066.000000 Penalty: 3610.389160
	Iteration 3Q: 3 clusters Score -7751066 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -7751727.000000 Penalty: 3610.389160
	Iteration 4Q: 3 clusters Score -7751727 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -7752741.500000 Penalty: 3610.389160
	Iteration 5Q: 3 clusters Score -7752742 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -7754559.500000 Penalty: 3610.389160
	Iteration 6F: 3 clusters Score -7754560 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -7757691.000000 Penalty: 3610.389160
	Iteration 7F: 3 clusters Score -7757691 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -7762586.500000 Penalty: 3610.389160
	Iteration 8F: 3 clusters Score -7762586 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -7768303.000000 Penalty: 3610.389160
	Iteration 9F: 3 clusters Score -7768303 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -7772463.000000 Penalty: 3610.389160
	Iteration 10F: 3 clusters Score -7772463 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -7774386.000000 Penalty: 3610.389160
	Iteration 11Q: 3 clusters Score -7774386 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -7775004.000000 Penalty: 3610.389160
	Iteration 12Q: 3 clusters Score -7775004 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -7775217.500000 Penalty: 3610.389160
	Iteration 13Q: 3 clusters Score -7775218 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -7775334.500000 Penalty: 3610.389160
	Iteration 14Q: 3 clusters Score -7775334 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 66164 members 
Entering Unmasked Estep 
Score: -7775409.000000 Penalty: 3610.389160
	Iteration 15Q: 3 clusters Score -7775409 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -7775470.000000 Penalty: 3610.389160
	Iteration 16Q: 3 clusters Score -7775470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -7775504.500000 Penalty: 3610.389160
	Iteration 17Q: 3 clusters Score -7775504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -7775530.000000 Penalty: 3610.389160
	Iteration 18Q: 3 clusters Score -7775530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -7775551.000000 Penalty: 3610.389160
	Iteration 19Q: 3 clusters Score -7775551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -7775585.000000 Penalty: 3610.389160
	Iteration 20F: 3 clusters Score -7775585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 66226 members 
Entering Unmasked Estep 
Score: -7775601.500000 Penalty: 3610.389160
	Iteration 21Q: 3 clusters Score -7775602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -7775611.000000 Penalty: 3610.389160
	Iteration 22Q: 3 clusters Score -7775611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -7775618.500000 Penalty: 3610.389160
	Iteration 23Q: 3 clusters Score -7775618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -7775626.000000 Penalty: 3610.389160
	Iteration 24Q: 3 clusters Score -7775626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -7775626.000000 Penalty: 3610.389160
	Iteration 25Q: 3 clusters Score -7775626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -7775629.500000 Penalty: 3610.389160
	Iteration 26Q: 3 clusters Score -7775630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -7775634.000000 Penalty: 3610.389160
	Iteration 27Q: 3 clusters Score -7775634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -7775639.000000 Penalty: 3610.389160
	Iteration 28Q: 3 clusters Score -7775639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -7775656.500000 Penalty: 3610.389160
	Iteration 29Q: 3 clusters Score -7775656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -7775658.000000 Penalty: 3610.389160
	Iteration 30Q: 3 clusters Score -7775658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -7775667.000000 Penalty: 3610.389160
	Iteration 31Q: 3 clusters Score -7775667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -7775670.000000 Penalty: 3610.389160
	Iteration 32Q: 3 clusters Score -7775670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -7775680.000000 Penalty: 3610.389160
	Iteration 33Q: 3 clusters Score -7775680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -7775679.000000 Penalty: 3610.389160
	Iteration 34Q: 3 clusters Score -7775679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -7775680.000000 Penalty: 3610.389160
	Iteration 35Q: 3 clusters Score -7775680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -7775679.000000 Penalty: 3610.389160
	Iteration 36Q: 3 clusters Score -7775679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -7775684.000000 Penalty: 3610.389160
	Iteration 37Q: 3 clusters Score -7775684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -7775683.500000 Penalty: 3610.389160
	Iteration 38Q: 3 clusters Score -7775684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -7775688.500000 Penalty: 3610.389160
	Iteration 39Q: 3 clusters Score -7775688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -7775693.500000 Penalty: 3610.389160
	Iteration 40F: 3 clusters Score -7775694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -7775699.000000 Penalty: 3610.389160
	Iteration 41Q: 3 clusters Score -7775699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -7775702.000000 Penalty: 3610.389160
	Iteration 42Q: 3 clusters Score -7775702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -7775701.500000 Penalty: 3610.389160
	Iteration 43Q: 3 clusters Score -7775702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -7775704.500000 Penalty: 3610.389160
	Iteration 44Q: 3 clusters Score -7775704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -7775695.000000 Penalty: 3610.389160
	Iteration 45Q: 3 clusters Score -7775695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -7775697.000000 Penalty: 3610.389160
	Iteration 46Q: 3 clusters Score -7775697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -7775697.000000 Penalty: 3610.389160
	Iteration 47F: 3 clusters Score -7775697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Entering Unmasked Estep 
Score: -347653.468750 Penalty: 1308.394653
	Iteration 0F: 2 clusters Score -347653.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -344804.468750 Penalty: 2616.789307
	Iteration 0F: 3 clusters Score -344804.5 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -345537.750000 Penalty: 2616.789307
	Iteration 1F: 3 clusters Score -345537.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -345697.281250 Penalty: 2616.789307
	Iteration 2F: 3 clusters Score -345697.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -345786.000000 Penalty: 2616.789307
	Iteration 3Q: 3 clusters Score -345786 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -345849.156250 Penalty: 2616.789307
	Iteration 4Q: 3 clusters Score -345849.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -345909.906250 Penalty: 2616.789307
	Iteration 5Q: 3 clusters Score -345909.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -345952.250000 Penalty: 2616.789307
	Iteration 6Q: 3 clusters Score -345952.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -345982.812500 Penalty: 2616.789307
	Iteration 7Q: 3 clusters Score -345982.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -346016.531250 Penalty: 2616.789307
	Iteration 8Q: 3 clusters Score -346016.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -346044.687500 Penalty: 2616.789307
	Iteration 9Q: 3 clusters Score -346044.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -346064.093750 Penalty: 2616.789307
	Iteration 10Q: 3 clusters Score -346064.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -346077.156250 Penalty: 2616.789307
	Iteration 11Q: 3 clusters Score -346077.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -346095.718750 Penalty: 2616.789307
	Iteration 12Q: 3 clusters Score -346095.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -346115.218750 Penalty: 2616.789307
	Iteration 13Q: 3 clusters Score -346115.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -346140.843750 Penalty: 2616.789307
	Iteration 14Q: 3 clusters Score -346140.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -346165.906250 Penalty: 2616.789307
	Iteration 15Q: 3 clusters Score -346165.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -346198.250000 Penalty: 2616.789307
	Iteration 16Q: 3 clusters Score -346198.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -346228.656250 Penalty: 2616.789307
	Iteration 17Q: 3 clusters Score -346228.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -346264.593750 Penalty: 2616.789307
	Iteration 18Q: 3 clusters Score -346264.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -346295.656250 Penalty: 2616.789307
	Iteration 19Q: 3 clusters Score -346295.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -346328.437500 Penalty: 2616.789307
	Iteration 20F: 3 clusters Score -346328.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -346358.375000 Penalty: 2616.789307
	Iteration 21Q: 3 clusters Score -346358.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -346384.781250 Penalty: 2616.789307
	Iteration 22Q: 3 clusters Score -346384.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -346404.437500 Penalty: 2616.789307
	Iteration 23Q: 3 clusters Score -346404.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -346428.312500 Penalty: 2616.789307
	Iteration 24Q: 3 clusters Score -346428.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -346446.843750 Penalty: 2616.789307
	Iteration 25Q: 3 clusters Score -346446.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -346466.656250 Penalty: 2616.789307
	Iteration 26Q: 3 clusters Score -346466.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -346483.187500 Penalty: 2616.789307
	Iteration 27Q: 3 clusters Score -346483.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -346499.281250 Penalty: 2616.789307
	Iteration 28Q: 3 clusters Score -346499.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -346510.218750 Penalty: 2616.789307
	Iteration 29Q: 3 clusters Score -346510.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -346515.937500 Penalty: 2616.789307
	Iteration 30Q: 3 clusters Score -346515.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -346523.656250 Penalty: 2616.789307
	Iteration 31Q: 3 clusters Score -346523.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -346530.343750 Penalty: 2616.789307
	Iteration 32Q: 3 clusters Score -346530.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -346538.937500 Penalty: 2616.789307
	Iteration 33Q: 3 clusters Score -346538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -346547.062500 Penalty: 2616.789307
	Iteration 34Q: 3 clusters Score -346547.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -346555.250000 Penalty: 2616.789307
	Iteration 35Q: 3 clusters Score -346555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -346560.687500 Penalty: 2616.789307
	Iteration 36Q: 3 clusters Score -346560.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -346564.187500 Penalty: 2616.789307
	Iteration 37Q: 3 clusters Score -346564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -346569.437500 Penalty: 2616.789307
	Iteration 38Q: 3 clusters Score -346569.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -346572.843750 Penalty: 2616.789307
	Iteration 39Q: 3 clusters Score -346572.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -346580.500000 Penalty: 2616.789307
	Iteration 40F: 3 clusters Score -346580.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -346589.531250 Penalty: 2616.789307
	Iteration 41Q: 3 clusters Score -346589.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -346596.156250 Penalty: 2616.789307
	Iteration 42Q: 3 clusters Score -346596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -346603.843750 Penalty: 2616.789307
	Iteration 43Q: 3 clusters Score -346603.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -346609.218750 Penalty: 2616.789307
	Iteration 44Q: 3 clusters Score -346609.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -346613.812500 Penalty: 2616.789307
	Iteration 45Q: 3 clusters Score -346613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -346614.812500 Penalty: 2616.789307
	Iteration 46Q: 3 clusters Score -346614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -346616.250000 Penalty: 2616.789307
	Iteration 47Q: 3 clusters Score -346616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -346616.312500 Penalty: 2616.789307
	Iteration 48Q: 3 clusters Score -346616.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -346616.312500 Penalty: 2616.789307
	Iteration 49F: 3 clusters Score -346616.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Entering Unmasked Estep 
Score: -3319720.250000 Penalty: 1666.510010
	Iteration 0F: 2 clusters Score -3319720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3300405.750000 Penalty: 3333.020020
	Iteration 0F: 3 clusters Score -3300406 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3307813.000000 Penalty: 3333.020020
	Iteration 1F: 3 clusters Score -3307813 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3308233.750000 Penalty: 3333.020020
	Iteration 2Q: 3 clusters Score -3308234 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3308613.500000 Penalty: 3333.020020
	Iteration 3Q: 3 clusters Score -3308614 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3309127.500000 Penalty: 3333.020020
	Iteration 4Q: 3 clusters Score -3309128 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3309765.750000 Penalty: 3333.020020
	Iteration 5Q: 3 clusters Score -3309766 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3310659.250000 Penalty: 3333.020020
	Iteration 6F: 3 clusters Score -3310659 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -3311853.250000 Penalty: 3333.020020
	Iteration 7F: 3 clusters Score -3311853 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3313281.500000 Penalty: 3333.020020
	Iteration 8F: 3 clusters Score -3313282 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3314773.250000 Penalty: 3333.020020
	Iteration 9F: 3 clusters Score -3314773 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3315967.000000 Penalty: 3333.020020
	Iteration 10Q: 3 clusters Score -3315967 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3316730.250000 Penalty: 3333.020020
	Iteration 11Q: 3 clusters Score -3316730 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3317169.500000 Penalty: 3333.020020
	Iteration 12Q: 3 clusters Score -3317170 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3317388.000000 Penalty: 3333.020020
	Iteration 13Q: 3 clusters Score -3317388 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3317546.000000 Penalty: 3333.020020
	Iteration 14Q: 3 clusters Score -3317546 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3317677.500000 Penalty: 3333.020020
	Iteration 15Q: 3 clusters Score -3317678 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3317757.750000 Penalty: 3333.020020
	Iteration 16Q: 3 clusters Score -3317758 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3317832.000000 Penalty: 3333.020020
	Iteration 17Q: 3 clusters Score -3317832 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3317897.000000 Penalty: 3333.020020
	Iteration 18Q: 3 clusters Score -3317897 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3317951.250000 Penalty: 3333.020020
	Iteration 19Q: 3 clusters Score -3317951 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3317996.500000 Penalty: 3333.020020
	Iteration 20F: 3 clusters Score -3317996 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3318025.750000 Penalty: 3333.020020
	Iteration 21Q: 3 clusters Score -3318026 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3318061.250000 Penalty: 3333.020020
	Iteration 22Q: 3 clusters Score -3318061 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3318095.500000 Penalty: 3333.020020
	Iteration 23Q: 3 clusters Score -3318096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3318117.250000 Penalty: 3333.020020
	Iteration 24Q: 3 clusters Score -3318117 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3318139.250000 Penalty: 3333.020020
	Iteration 25Q: 3 clusters Score -3318139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3318160.000000 Penalty: 3333.020020
	Iteration 26Q: 3 clusters Score -3318160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3318182.250000 Penalty: 3333.020020
	Iteration 27Q: 3 clusters Score -3318182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3318203.250000 Penalty: 3333.020020
	Iteration 28Q: 3 clusters Score -3318203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3318211.250000 Penalty: 3333.020020
	Iteration 29Q: 3 clusters Score -3318211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3318224.000000 Penalty: 3333.020020
	Iteration 30Q: 3 clusters Score -3318224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3318233.250000 Penalty: 3333.020020
	Iteration 31Q: 3 clusters Score -3318233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3318237.750000 Penalty: 3333.020020
	Iteration 32Q: 3 clusters Score -3318238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3318247.250000 Penalty: 3333.020020
	Iteration 33Q: 3 clusters Score -3318247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3318252.750000 Penalty: 3333.020020
	Iteration 34Q: 3 clusters Score -3318253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3318263.000000 Penalty: 3333.020020
	Iteration 35Q: 3 clusters Score -3318263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3318257.000000 Penalty: 3333.020020
	Iteration 36Q: 3 clusters Score -3318257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3318262.750000 Penalty: 3333.020020
	Iteration 37Q: 3 clusters Score -3318263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3318265.000000 Penalty: 3333.020020
	Iteration 38Q: 3 clusters Score -3318265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3318267.250000 Penalty: 3333.020020
	Iteration 39Q: 3 clusters Score -3318267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3318275.000000 Penalty: 3333.020020
	Iteration 40F: 3 clusters Score -3318275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3318283.750000 Penalty: 3333.020020
	Iteration 41Q: 3 clusters Score -3318284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3318286.000000 Penalty: 3333.020020
	Iteration 42Q: 3 clusters Score -3318286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3318291.500000 Penalty: 3333.020020
	Iteration 43Q: 3 clusters Score -3318292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3318304.750000 Penalty: 3333.020020
	Iteration 44Q: 3 clusters Score -3318305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3318309.500000 Penalty: 3333.020020
	Iteration 45Q: 3 clusters Score -3318310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3318323.250000 Penalty: 3333.020020
	Iteration 46Q: 3 clusters Score -3318323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3318334.250000 Penalty: 3333.020020
	Iteration 47Q: 3 clusters Score -3318334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3318342.250000 Penalty: 3333.020020
	Iteration 48Q: 3 clusters Score -3318342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3318344.750000 Penalty: 3333.020020
	Iteration 49Q: 3 clusters Score -3318345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3318344.750000 Penalty: 3333.020020
	Iteration 50Q: 3 clusters Score -3318345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3318347.250000 Penalty: 3333.020020
	Iteration 51Q: 3 clusters Score -3318347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3318346.750000 Penalty: 3333.020020
	Iteration 52Q: 3 clusters Score -3318347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3318350.250000 Penalty: 3333.020020
	Iteration 53Q: 3 clusters Score -3318350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3318349.250000 Penalty: 3333.020020
	Iteration 54Q: 3 clusters Score -3318349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3318349.000000 Penalty: 3333.020020
	Iteration 55Q: 3 clusters Score -3318349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3318351.750000 Penalty: 3333.020020
	Iteration 56Q: 3 clusters Score -3318352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3318350.000000 Penalty: 3333.020020
	Iteration 57Q: 3 clusters Score -3318350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3318352.250000 Penalty: 3333.020020
	Iteration 58Q: 3 clusters Score -3318352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3318353.250000 Penalty: 3333.020020
	Iteration 59Q: 3 clusters Score -3318353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3318353.250000 Penalty: 3333.020020
	Iteration 60F: 3 clusters Score -3318353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (135055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135055 members 
Entering Unmasked Estep 
Score: -15526378.000000 Penalty: 1919.683594
	Iteration 0F: 2 clusters Score -1.552638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -15441554.000000 Penalty: 3839.367188
	Iteration 0F: 3 clusters Score -1.544155e+07 nChanged 64948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -15479523.000000 Penalty: 3839.367188
	Iteration 1F: 3 clusters Score -1.547952e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -15480198.000000 Penalty: 3839.367188
	Iteration 2Q: 3 clusters Score -1.54802e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -15481085.000000 Penalty: 3839.367188
	Iteration 3Q: 3 clusters Score -1.548108e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -15482315.000000 Penalty: 3839.367188
	Iteration 4Q: 3 clusters Score -1.548232e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -15484497.000000 Penalty: 3839.367188
	Iteration 5Q: 3 clusters Score -1.54845e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -15488469.000000 Penalty: 3839.367188
	Iteration 6F: 3 clusters Score -1.548847e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -15495471.000000 Penalty: 3839.367188
	Iteration 7F: 3 clusters Score -1.549547e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109958 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -15504892.000000 Penalty: 3839.367188
	Iteration 8F: 3 clusters Score -1.550489e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120750 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -15513995.000000 Penalty: 3839.367188
	Iteration 9F: 3 clusters Score -1.5514e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128428 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -15520304.000000 Penalty: 3839.367188
	Iteration 10F: 3 clusters Score -1.55203e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -15523101.000000 Penalty: 3839.367188
	Iteration 11Q: 3 clusters Score -1.55231e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134236 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -15524197.000000 Penalty: 3839.367188
	Iteration 12Q: 3 clusters Score -1.55242e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134728 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15524504.000000 Penalty: 3839.367188
	Iteration 13Q: 3 clusters Score -1.55245e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134850 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15524610.000000 Penalty: 3839.367188
	Iteration 14Q: 3 clusters Score -1.552461e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134874 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15524665.000000 Penalty: 3839.367188
	Iteration 15Q: 3 clusters Score -1.552466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134883 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15524677.000000 Penalty: 3839.367188
	Iteration 16Q: 3 clusters Score -1.552468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134885 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15524686.000000 Penalty: 3839.367188
	Iteration 17Q: 3 clusters Score -1.552469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134889 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15524702.000000 Penalty: 3839.367188
	Iteration 18Q: 3 clusters Score -1.55247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134889 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15524694.000000 Penalty: 3839.367188
	Iteration 19Q: 3 clusters Score -1.552469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134891 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15524689.000000 Penalty: 3839.367188
	Iteration 20F: 3 clusters Score -1.552469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134893 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15524691.000000 Penalty: 3839.367188
	Iteration 21Q: 3 clusters Score -1.552469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134894 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15524697.000000 Penalty: 3839.367188
	Iteration 22Q: 3 clusters Score -1.55247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134894 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15524697.000000 Penalty: 3839.367188
	Iteration 23F: 3 clusters Score -1.55247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Entering Unmasked Estep 
Score: -553287.500000 Penalty: 1375.606079
	Iteration 0F: 2 clusters Score -553287.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -549463.125000 Penalty: 2751.212158
	Iteration 0F: 3 clusters Score -549463.1 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -550459.437500 Penalty: 2751.212158
	Iteration 1F: 3 clusters Score -550459.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -550648.312500 Penalty: 2751.212158
	Iteration 2F: 3 clusters Score -550648.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -550797.062500 Penalty: 2751.212158
	Iteration 3F: 3 clusters Score -550797.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -550918.750000 Penalty: 2751.212158
	Iteration 4Q: 3 clusters Score -550918.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -550992.437500 Penalty: 2751.212158
	Iteration 5Q: 3 clusters Score -550992.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -551062.687500 Penalty: 2751.212158
	Iteration 6Q: 3 clusters Score -551062.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -551142.812500 Penalty: 2751.212158
	Iteration 7Q: 3 clusters Score -551142.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -551227.250000 Penalty: 2751.212158
	Iteration 8Q: 3 clusters Score -551227.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -551326.625000 Penalty: 2751.212158
	Iteration 9Q: 3 clusters Score -551326.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -551447.562500 Penalty: 2751.212158
	Iteration 10Q: 3 clusters Score -551447.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -551579.687500 Penalty: 2751.212158
	Iteration 11Q: 3 clusters Score -551579.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -551681.875000 Penalty: 2751.212158
	Iteration 12Q: 3 clusters Score -551681.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -551782.687500 Penalty: 2751.212158
	Iteration 13Q: 3 clusters Score -551782.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -551866.437500 Penalty: 2751.212158
	Iteration 14Q: 3 clusters Score -551866.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -551921.312500 Penalty: 2751.212158
	Iteration 15Q: 3 clusters Score -551921.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -551981.687500 Penalty: 2751.212158
	Iteration 16Q: 3 clusters Score -551981.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -552016.687500 Penalty: 2751.212158
	Iteration 17Q: 3 clusters Score -552016.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -552038.125000 Penalty: 2751.212158
	Iteration 18Q: 3 clusters Score -552038.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -552050.750000 Penalty: 2751.212158
	Iteration 19Q: 3 clusters Score -552050.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -552061.312500 Penalty: 2751.212158
	Iteration 20F: 3 clusters Score -552061.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -552067.312500 Penalty: 2751.212158
	Iteration 21Q: 3 clusters Score -552067.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -552070.625000 Penalty: 2751.212158
	Iteration 22Q: 3 clusters Score -552070.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -552073.562500 Penalty: 2751.212158
	Iteration 23Q: 3 clusters Score -552073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -552076.437500 Penalty: 2751.212158
	Iteration 24Q: 3 clusters Score -552076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -552079.875000 Penalty: 2751.212158
	Iteration 25Q: 3 clusters Score -552079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -552083.562500 Penalty: 2751.212158
	Iteration 26Q: 3 clusters Score -552083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -552084.562500 Penalty: 2751.212158
	Iteration 27Q: 3 clusters Score -552084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -552086.062500 Penalty: 2751.212158
	Iteration 28Q: 3 clusters Score -552086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -552088.062500 Penalty: 2751.212158
	Iteration 29Q: 3 clusters Score -552088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -552089.625000 Penalty: 2751.212158
	Iteration 30Q: 3 clusters Score -552089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -552090.937500 Penalty: 2751.212158
	Iteration 31Q: 3 clusters Score -552090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -552090.937500 Penalty: 2751.212158
	Iteration 32Q: 3 clusters Score -552090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -552092.187500 Penalty: 2751.212158
	Iteration 33Q: 3 clusters Score -552092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -552092.187500 Penalty: 2751.212158
	Iteration 34F: 3 clusters Score -552092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (96971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Entering Unmasked Estep 
Score: -11402801.000000 Penalty: 1865.852173
	Iteration 0F: 2 clusters Score -1.14028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -11340386.000000 Penalty: 3731.704346
	Iteration 0F: 3 clusters Score -1.134039e+07 nChanged 46343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -11367590.000000 Penalty: 3731.704346
	Iteration 1F: 3 clusters Score -1.136759e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -11368285.000000 Penalty: 3731.704346
	Iteration 2Q: 3 clusters Score -1.136828e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -11369099.000000 Penalty: 3731.704346
	Iteration 3Q: 3 clusters Score -1.13691e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -11370374.000000 Penalty: 3731.704346
	Iteration 4Q: 3 clusters Score -1.137037e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -11372282.000000 Penalty: 3731.704346
	Iteration 5Q: 3 clusters Score -1.137228e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -11375476.000000 Penalty: 3731.704346
	Iteration 6F: 3 clusters Score -1.137548e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -11380528.000000 Penalty: 3731.704346
	Iteration 7F: 3 clusters Score -1.138053e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -11386169.000000 Penalty: 3731.704346
	Iteration 8F: 3 clusters Score -1.138617e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 67690 members 
Entering Unmasked Estep 
Score: -11390329.000000 Penalty: 3731.704346
	Iteration 9F: 3 clusters Score -1.139033e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -11392024.000000 Penalty: 3731.704346
	Iteration 10Q: 3 clusters Score -1.139202e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -11392822.000000 Penalty: 3731.704346
	Iteration 11Q: 3 clusters Score -1.139282e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -11393353.000000 Penalty: 3731.704346
	Iteration 12Q: 3 clusters Score -1.139335e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -11393879.000000 Penalty: 3731.704346
	Iteration 13Q: 3 clusters Score -1.139388e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -11394484.000000 Penalty: 3731.704346
	Iteration 14Q: 3 clusters Score -1.139448e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -11394891.000000 Penalty: 3731.704346
	Iteration 15Q: 3 clusters Score -1.139489e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -11395365.000000 Penalty: 3731.704346
	Iteration 16Q: 3 clusters Score -1.139536e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -11395844.000000 Penalty: 3731.704346
	Iteration 17Q: 3 clusters Score -1.139584e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -11396371.000000 Penalty: 3731.704346
	Iteration 18Q: 3 clusters Score -1.139637e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 82856 members 
Entering Unmasked Estep 
Score: -11396872.000000 Penalty: 3731.704346
	Iteration 19Q: 3 clusters Score -1.139687e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -11397320.000000 Penalty: 3731.704346
	Iteration 20F: 3 clusters Score -1.139732e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -11397686.000000 Penalty: 3731.704346
	Iteration 21Q: 3 clusters Score -1.139769e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -11398087.000000 Penalty: 3731.704346
	Iteration 22Q: 3 clusters Score -1.139809e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -11398485.000000 Penalty: 3731.704346
	Iteration 23Q: 3 clusters Score -1.139848e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -11398826.000000 Penalty: 3731.704346
	Iteration 24Q: 3 clusters Score -1.139883e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -11399169.000000 Penalty: 3731.704346
	Iteration 25Q: 3 clusters Score -1.139917e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -11399446.000000 Penalty: 3731.704346
	Iteration 26Q: 3 clusters Score -1.139945e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -11399833.000000 Penalty: 3731.704346
	Iteration 27Q: 3 clusters Score -1.139983e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 93395 members 
Entering Unmasked Estep 
Score: -11400099.000000 Penalty: 3731.704346
	Iteration 28Q: 3 clusters Score -1.14001e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -11400313.000000 Penalty: 3731.704346
	Iteration 29Q: 3 clusters Score -1.140031e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 94552 members 
Entering Unmasked Estep 
Score: -11400517.000000 Penalty: 3731.704346
	Iteration 30Q: 3 clusters Score -1.140052e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -11400647.000000 Penalty: 3731.704346
	Iteration 31Q: 3 clusters Score -1.140065e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 95299 members 
Entering Unmasked Estep 
Score: -11400802.000000 Penalty: 3731.704346
	Iteration 32Q: 3 clusters Score -1.14008e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 95563 members 
Entering Unmasked Estep 
Score: -11400856.000000 Penalty: 3731.704346
	Iteration 33Q: 3 clusters Score -1.140086e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
Score: -11400902.000000 Penalty: 3731.704346
	Iteration 34Q: 3 clusters Score -1.14009e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -11400975.000000 Penalty: 3731.704346
	Iteration 35Q: 3 clusters Score -1.140098e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 96042 members 
Entering Unmasked Estep 
Score: -11401041.000000 Penalty: 3731.704346
	Iteration 36Q: 3 clusters Score -1.140104e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -11401085.000000 Penalty: 3731.704346
	Iteration 37Q: 3 clusters Score -1.140108e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -11401127.000000 Penalty: 3731.704346
	Iteration 38Q: 3 clusters Score -1.140113e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -11401148.000000 Penalty: 3731.704346
	Iteration 39Q: 3 clusters Score -1.140115e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -11401197.000000 Penalty: 3731.704346
	Iteration 40F: 3 clusters Score -1.14012e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 96387 members 
Entering Unmasked Estep 
Score: -11401213.000000 Penalty: 3731.704346
	Iteration 41Q: 3 clusters Score -1.140121e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -11401224.000000 Penalty: 3731.704346
	Iteration 42Q: 3 clusters Score -1.140122e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 96432 members 
Entering Unmasked Estep 
Score: -11401225.000000 Penalty: 3731.704346
	Iteration 43Q: 3 clusters Score -1.140122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -11401237.000000 Penalty: 3731.704346
	Iteration 44Q: 3 clusters Score -1.140124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -11401234.000000 Penalty: 3731.704346
	Iteration 45Q: 3 clusters Score -1.140123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 96476 members 
Entering Unmasked Estep 
Score: -11401249.000000 Penalty: 3731.704346
	Iteration 46Q: 3 clusters Score -1.140125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 96482 members 
Entering Unmasked Estep 
Score: -11401257.000000 Penalty: 3731.704346
	Iteration 47Q: 3 clusters Score -1.140126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -11401256.000000 Penalty: 3731.704346
	Iteration 48Q: 3 clusters Score -1.140126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 96493 members 
Entering Unmasked Estep 
Score: -11401253.000000 Penalty: 3731.704346
	Iteration 49Q: 3 clusters Score -1.140125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 96494 members 
Entering Unmasked Estep 
Score: -11401258.000000 Penalty: 3731.704346
	Iteration 50Q: 3 clusters Score -1.140126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -11401258.000000 Penalty: 3731.704346
	Iteration 51Q: 3 clusters Score -1.140126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -11401258.000000 Penalty: 3731.704346
	Iteration 52Q: 3 clusters Score -1.140126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 96506 members 
Entering Unmasked Estep 
Score: -11401257.000000 Penalty: 3731.704346
	Iteration 53Q: 3 clusters Score -1.140126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -11401255.000000 Penalty: 3731.704346
	Iteration 54Q: 3 clusters Score -1.140126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 96508 members 
Entering Unmasked Estep 
Score: -11401263.000000 Penalty: 3731.704346
	Iteration 55Q: 3 clusters Score -1.140126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 96509 members 
Entering Unmasked Estep 
Score: -11401263.000000 Penalty: 3731.704346
	Iteration 56Q: 3 clusters Score -1.140126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -11401266.000000 Penalty: 3731.704346
	Iteration 57Q: 3 clusters Score -1.140127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -11401266.000000 Penalty: 3731.704346
	Iteration 58F: 3 clusters Score -1.140127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -36550.656250 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -36550.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35625.617188 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -35625.62 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35775.867188 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -35775.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35843.402344 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -35843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35870.082031 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -35870.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35875.710938 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -35875.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35882.347656 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -35882.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35885.183594 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -35885.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35889.359375 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -35889.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35892.734375 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -35892.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35894.527344 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -35894.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35898.964844 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -35898.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35904.898438 Penalty: 1918.355835
	Iteration 11Q: 3 clusters Score -35904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35904.898438 Penalty: 1918.355835
	Iteration 12F: 3 clusters Score -35904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Entering Unmasked Estep 
Score: -497729.906250 Penalty: 1360.402100
	Iteration 0F: 2 clusters Score -497729.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -494153.875000 Penalty: 2720.804199
	Iteration 0F: 3 clusters Score -494153.9 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -495175.406250 Penalty: 2720.804199
	Iteration 1F: 3 clusters Score -495175.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -495406.406250 Penalty: 2720.804199
	Iteration 2F: 3 clusters Score -495406.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -495625.062500 Penalty: 2720.804199
	Iteration 3F: 3 clusters Score -495625.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -495868.187500 Penalty: 2720.804199
	Iteration 4F: 3 clusters Score -495868.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -496108.562500 Penalty: 2720.804199
	Iteration 5F: 3 clusters Score -496108.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -496358.968750 Penalty: 2720.804199
	Iteration 6F: 3 clusters Score -496359 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -496592.750000 Penalty: 2720.804199
	Iteration 7F: 3 clusters Score -496592.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -496746.281250 Penalty: 2720.804199
	Iteration 8F: 3 clusters Score -496746.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -496845.312500 Penalty: 2720.804199
	Iteration 9Q: 3 clusters Score -496845.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -496903.937500 Penalty: 2720.804199
	Iteration 10Q: 3 clusters Score -496903.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -496940.000000 Penalty: 2720.804199
	Iteration 11Q: 3 clusters Score -496940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -496961.968750 Penalty: 2720.804199
	Iteration 12Q: 3 clusters Score -496962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -496980.437500 Penalty: 2720.804199
	Iteration 13Q: 3 clusters Score -496980.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -496989.281250 Penalty: 2720.804199
	Iteration 14Q: 3 clusters Score -496989.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -496994.562500 Penalty: 2720.804199
	Iteration 15Q: 3 clusters Score -496994.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -496997.406250 Penalty: 2720.804199
	Iteration 16Q: 3 clusters Score -496997.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -497000.562500 Penalty: 2720.804199
	Iteration 17Q: 3 clusters Score -497000.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -497004.562500 Penalty: 2720.804199
	Iteration 18Q: 3 clusters Score -497004.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -497009.156250 Penalty: 2720.804199
	Iteration 19Q: 3 clusters Score -497009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -497010.781250 Penalty: 2720.804199
	Iteration 20F: 3 clusters Score -497010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -497012.218750 Penalty: 2720.804199
	Iteration 21Q: 3 clusters Score -497012.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -497012.625000 Penalty: 2720.804199
	Iteration 22Q: 3 clusters Score -497012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -497013.875000 Penalty: 2720.804199
	Iteration 23Q: 3 clusters Score -497013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -497015.093750 Penalty: 2720.804199
	Iteration 24Q: 3 clusters Score -497015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -497020.781250 Penalty: 2720.804199
	Iteration 25Q: 3 clusters Score -497020.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -497025.656250 Penalty: 2720.804199
	Iteration 26Q: 3 clusters Score -497025.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -497028.656250 Penalty: 2720.804199
	Iteration 27Q: 3 clusters Score -497028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -497029.093750 Penalty: 2720.804199
	Iteration 28Q: 3 clusters Score -497029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -497029.468750 Penalty: 2720.804199
	Iteration 29Q: 3 clusters Score -497029.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -497032.062500 Penalty: 2720.804199
	Iteration 30Q: 3 clusters Score -497032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -497032.968750 Penalty: 2720.804199
	Iteration 31Q: 3 clusters Score -497033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -497033.843750 Penalty: 2720.804199
	Iteration 32Q: 3 clusters Score -497033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -497035.031250 Penalty: 2720.804199
	Iteration 33Q: 3 clusters Score -497035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -497035.031250 Penalty: 2720.804199
	Iteration 34F: 3 clusters Score -497035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -153046.140625 Penalty: 1168.117065
	Iteration 0F: 2 clusters Score -153046.1 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 674 members 
Entering Unmasked Estep 
Score: -151377.515625 Penalty: 2336.234131
	Iteration 0F: 3 clusters Score -151377.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151688.796875 Penalty: 2336.234131
	Iteration 1F: 3 clusters Score -151688.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -151755.500000 Penalty: 2336.234131
	Iteration 2F: 3 clusters Score -151755.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -151806.187500 Penalty: 2336.234131
	Iteration 3Q: 3 clusters Score -151806.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151838.203125 Penalty: 2336.234131
	Iteration 4Q: 3 clusters Score -151838.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -151857.828125 Penalty: 2336.234131
	Iteration 5Q: 3 clusters Score -151857.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -151876.484375 Penalty: 2336.234131
	Iteration 6Q: 3 clusters Score -151876.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -151889.000000 Penalty: 2336.234131
	Iteration 7Q: 3 clusters Score -151889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -151898.531250 Penalty: 2336.234131
	Iteration 8Q: 3 clusters Score -151898.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -151904.234375 Penalty: 2336.234131
	Iteration 9Q: 3 clusters Score -151904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -151911.921875 Penalty: 2336.234131
	Iteration 10Q: 3 clusters Score -151911.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -151916.546875 Penalty: 2336.234131
	Iteration 11Q: 3 clusters Score -151916.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -151925.062500 Penalty: 2336.234131
	Iteration 12Q: 3 clusters Score -151925.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151936.859375 Penalty: 2336.234131
	Iteration 13Q: 3 clusters Score -151936.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -151941.656250 Penalty: 2336.234131
	Iteration 14Q: 3 clusters Score -151941.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -151943.000000 Penalty: 2336.234131
	Iteration 15Q: 3 clusters Score -151943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -151946.812500 Penalty: 2336.234131
	Iteration 16Q: 3 clusters Score -151946.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -151950.718750 Penalty: 2336.234131
	Iteration 17Q: 3 clusters Score -151950.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -151952.625000 Penalty: 2336.234131
	Iteration 18Q: 3 clusters Score -151952.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -151955.843750 Penalty: 2336.234131
	Iteration 19Q: 3 clusters Score -151955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -151959.437500 Penalty: 2336.234131
	Iteration 20F: 3 clusters Score -151959.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -151962.343750 Penalty: 2336.234131
	Iteration 21Q: 3 clusters Score -151962.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -151963.859375 Penalty: 2336.234131
	Iteration 22Q: 3 clusters Score -151963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -151964.203125 Penalty: 2336.234131
	Iteration 23Q: 3 clusters Score -151964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -151965.468750 Penalty: 2336.234131
	Iteration 24Q: 3 clusters Score -151965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -151967.906250 Penalty: 2336.234131
	Iteration 25Q: 3 clusters Score -151967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -151972.765625 Penalty: 2336.234131
	Iteration 26Q: 3 clusters Score -151972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -151974.921875 Penalty: 2336.234131
	Iteration 27Q: 3 clusters Score -151974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -151976.953125 Penalty: 2336.234131
	Iteration 28Q: 3 clusters Score -151977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -151976.953125 Penalty: 2336.234131
	Iteration 29F: 3 clusters Score -151977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Entering Unmasked Estep 
Score: -522112.406250 Penalty: 1376.323242
	Iteration 0F: 2 clusters Score -522112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -518308.968750 Penalty: 2752.646484
	Iteration 0F: 3 clusters Score -518309 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -519342.375000 Penalty: 2752.646484
	Iteration 1F: 3 clusters Score -519342.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -519558.562500 Penalty: 2752.646484
	Iteration 2F: 3 clusters Score -519558.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -519715.125000 Penalty: 2752.646484
	Iteration 3F: 3 clusters Score -519715.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -519821.531250 Penalty: 2752.646484
	Iteration 4Q: 3 clusters Score -519821.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -519899.281250 Penalty: 2752.646484
	Iteration 5Q: 3 clusters Score -519899.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -519961.781250 Penalty: 2752.646484
	Iteration 6Q: 3 clusters Score -519961.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -520024.843750 Penalty: 2752.646484
	Iteration 7Q: 3 clusters Score -520024.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -520082.250000 Penalty: 2752.646484
	Iteration 8Q: 3 clusters Score -520082.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -520135.187500 Penalty: 2752.646484
	Iteration 9Q: 3 clusters Score -520135.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -520179.625000 Penalty: 2752.646484
	Iteration 10Q: 3 clusters Score -520179.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -520216.812500 Penalty: 2752.646484
	Iteration 11Q: 3 clusters Score -520216.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -520254.500000 Penalty: 2752.646484
	Iteration 12Q: 3 clusters Score -520254.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -520301.187500 Penalty: 2752.646484
	Iteration 13Q: 3 clusters Score -520301.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -520352.250000 Penalty: 2752.646484
	Iteration 14Q: 3 clusters Score -520352.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -520412.875000 Penalty: 2752.646484
	Iteration 15Q: 3 clusters Score -520412.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -520490.312500 Penalty: 2752.646484
	Iteration 16Q: 3 clusters Score -520490.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -520569.750000 Penalty: 2752.646484
	Iteration 17Q: 3 clusters Score -520569.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -520638.156250 Penalty: 2752.646484
	Iteration 18Q: 3 clusters Score -520638.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -520696.781250 Penalty: 2752.646484
	Iteration 19Q: 3 clusters Score -520696.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -520736.000000 Penalty: 2752.646484
	Iteration 20F: 3 clusters Score -520736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -520766.343750 Penalty: 2752.646484
	Iteration 21Q: 3 clusters Score -520766.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -520795.750000 Penalty: 2752.646484
	Iteration 22Q: 3 clusters Score -520795.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -520818.343750 Penalty: 2752.646484
	Iteration 23Q: 3 clusters Score -520818.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -520831.562500 Penalty: 2752.646484
	Iteration 24Q: 3 clusters Score -520831.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -520843.718750 Penalty: 2752.646484
	Iteration 25Q: 3 clusters Score -520843.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -520860.656250 Penalty: 2752.646484
	Iteration 26Q: 3 clusters Score -520860.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -520876.843750 Penalty: 2752.646484
	Iteration 27Q: 3 clusters Score -520876.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -520888.593750 Penalty: 2752.646484
	Iteration 28Q: 3 clusters Score -520888.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -520910.406250 Penalty: 2752.646484
	Iteration 29Q: 3 clusters Score -520910.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -520933.406250 Penalty: 2752.646484
	Iteration 30Q: 3 clusters Score -520933.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -520949.718750 Penalty: 2752.646484
	Iteration 31Q: 3 clusters Score -520949.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -520966.250000 Penalty: 2752.646484
	Iteration 32Q: 3 clusters Score -520966.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -520988.156250 Penalty: 2752.646484
	Iteration 33Q: 3 clusters Score -520988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -520999.593750 Penalty: 2752.646484
	Iteration 34Q: 3 clusters Score -520999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -521004.500000 Penalty: 2752.646484
	Iteration 35Q: 3 clusters Score -521004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -521006.781250 Penalty: 2752.646484
	Iteration 36Q: 3 clusters Score -521006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -521009.250000 Penalty: 2752.646484
	Iteration 37Q: 3 clusters Score -521009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -521011.718750 Penalty: 2752.646484
	Iteration 38Q: 3 clusters Score -521011.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -521016.062500 Penalty: 2752.646484
	Iteration 39Q: 3 clusters Score -521016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -521019.562500 Penalty: 2752.646484
	Iteration 40F: 3 clusters Score -521019.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -521021.625000 Penalty: 2752.646484
	Iteration 41Q: 3 clusters Score -521021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -521022.375000 Penalty: 2752.646484
	Iteration 42Q: 3 clusters Score -521022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -521024.375000 Penalty: 2752.646484
	Iteration 43Q: 3 clusters Score -521024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -521024.156250 Penalty: 2752.646484
	Iteration 44Q: 3 clusters Score -521024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -521024.156250 Penalty: 2752.646484
	Iteration 45F: 3 clusters Score -521024.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Entering Unmasked Estep 
Score: -1435766.125000 Penalty: 1526.009399
	Iteration 0F: 2 clusters Score -1435766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1427330.000000 Penalty: 3052.018799
	Iteration 0F: 3 clusters Score -1427330 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1430083.750000 Penalty: 3052.018799
	Iteration 1F: 3 clusters Score -1430084 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1430315.250000 Penalty: 3052.018799
	Iteration 2F: 3 clusters Score -1430315 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1430501.375000 Penalty: 3052.018799
	Iteration 3Q: 3 clusters Score -1430501 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1430694.500000 Penalty: 3052.018799
	Iteration 4Q: 3 clusters Score -1430694 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1430923.625000 Penalty: 3052.018799
	Iteration 5Q: 3 clusters Score -1430924 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1431214.375000 Penalty: 3052.018799
	Iteration 6Q: 3 clusters Score -1431214 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1431651.875000 Penalty: 3052.018799
	Iteration 7F: 3 clusters Score -1431652 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1432199.625000 Penalty: 3052.018799
	Iteration 8F: 3 clusters Score -1432200 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1432800.625000 Penalty: 3052.018799
	Iteration 9F: 3 clusters Score -1432801 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1433357.500000 Penalty: 3052.018799
	Iteration 10F: 3 clusters Score -1433358 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1433768.625000 Penalty: 3052.018799
	Iteration 11Q: 3 clusters Score -1433769 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1434028.750000 Penalty: 3052.018799
	Iteration 12Q: 3 clusters Score -1434029 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1434182.375000 Penalty: 3052.018799
	Iteration 13Q: 3 clusters Score -1434182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1434248.875000 Penalty: 3052.018799
	Iteration 14Q: 3 clusters Score -1434249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1434295.500000 Penalty: 3052.018799
	Iteration 15Q: 3 clusters Score -1434296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1434335.750000 Penalty: 3052.018799
	Iteration 16Q: 3 clusters Score -1434336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1434362.125000 Penalty: 3052.018799
	Iteration 17Q: 3 clusters Score -1434362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1434387.125000 Penalty: 3052.018799
	Iteration 18Q: 3 clusters Score -1434387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1434392.625000 Penalty: 3052.018799
	Iteration 19Q: 3 clusters Score -1434393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1434408.500000 Penalty: 3052.018799
	Iteration 20F: 3 clusters Score -1434408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1434414.375000 Penalty: 3052.018799
	Iteration 21Q: 3 clusters Score -1434414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1434417.000000 Penalty: 3052.018799
	Iteration 22Q: 3 clusters Score -1434417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1434419.500000 Penalty: 3052.018799
	Iteration 23Q: 3 clusters Score -1434420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1434418.875000 Penalty: 3052.018799
	Iteration 24Q: 3 clusters Score -1434419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1434418.875000 Penalty: 3052.018799
	Iteration 25F: 3 clusters Score -1434419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -12649.464844 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -12649.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12069.644531 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -12069.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12128.663086 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -12128.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12144.916992 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -12144.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12149.924805 Penalty: 1649.431519
	Iteration 3Q: 3 clusters Score -12149.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12168.634766 Penalty: 1649.431519
	Iteration 4Q: 3 clusters Score -12168.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12171.507812 Penalty: 1649.431519
	Iteration 5Q: 3 clusters Score -12171.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12171.507812 Penalty: 1649.431519
	Iteration 6F: 3 clusters Score -12171.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -492379.312500 Penalty: 1357.405029
	Iteration 0F: 2 clusters Score -492379.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -488858.500000 Penalty: 2714.810059
	Iteration 0F: 3 clusters Score -488858.5 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -489729.093750 Penalty: 2714.810059
	Iteration 1F: 3 clusters Score -489729.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -489912.562500 Penalty: 2714.810059
	Iteration 2F: 3 clusters Score -489912.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -490040.437500 Penalty: 2714.810059
	Iteration 3F: 3 clusters Score -490040.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -490141.187500 Penalty: 2714.810059
	Iteration 4Q: 3 clusters Score -490141.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -490210.687500 Penalty: 2714.810059
	Iteration 5Q: 3 clusters Score -490210.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -490263.250000 Penalty: 2714.810059
	Iteration 6Q: 3 clusters Score -490263.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -490307.406250 Penalty: 2714.810059
	Iteration 7Q: 3 clusters Score -490307.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -490355.500000 Penalty: 2714.810059
	Iteration 8Q: 3 clusters Score -490355.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -490408.156250 Penalty: 2714.810059
	Iteration 9Q: 3 clusters Score -490408.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -490456.968750 Penalty: 2714.810059
	Iteration 10Q: 3 clusters Score -490457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -490493.187500 Penalty: 2714.810059
	Iteration 11Q: 3 clusters Score -490493.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -490534.312500 Penalty: 2714.810059
	Iteration 12Q: 3 clusters Score -490534.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -490568.687500 Penalty: 2714.810059
	Iteration 13Q: 3 clusters Score -490568.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -490598.968750 Penalty: 2714.810059
	Iteration 14Q: 3 clusters Score -490599 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -490636.437500 Penalty: 2714.810059
	Iteration 15Q: 3 clusters Score -490636.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -490669.718750 Penalty: 2714.810059
	Iteration 16Q: 3 clusters Score -490669.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -490702.125000 Penalty: 2714.810059
	Iteration 17Q: 3 clusters Score -490702.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -490734.031250 Penalty: 2714.810059
	Iteration 18Q: 3 clusters Score -490734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -490757.312500 Penalty: 2714.810059
	Iteration 19Q: 3 clusters Score -490757.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -490774.531250 Penalty: 2714.810059
	Iteration 20F: 3 clusters Score -490774.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -490792.437500 Penalty: 2714.810059
	Iteration 21Q: 3 clusters Score -490792.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -490805.187500 Penalty: 2714.810059
	Iteration 22Q: 3 clusters Score -490805.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -490818.875000 Penalty: 2714.810059
	Iteration 23Q: 3 clusters Score -490818.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -490845.875000 Penalty: 2714.810059
	Iteration 24Q: 3 clusters Score -490845.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -490874.406250 Penalty: 2714.810059
	Iteration 25Q: 3 clusters Score -490874.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -490901.750000 Penalty: 2714.810059
	Iteration 26Q: 3 clusters Score -490901.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -490922.281250 Penalty: 2714.810059
	Iteration 27Q: 3 clusters Score -490922.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -490936.937500 Penalty: 2714.810059
	Iteration 28Q: 3 clusters Score -490936.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -490962.812500 Penalty: 2714.810059
	Iteration 29Q: 3 clusters Score -490962.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -490984.843750 Penalty: 2714.810059
	Iteration 30Q: 3 clusters Score -490984.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -491007.906250 Penalty: 2714.810059
	Iteration 31Q: 3 clusters Score -491007.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -491026.437500 Penalty: 2714.810059
	Iteration 32Q: 3 clusters Score -491026.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -491047.281250 Penalty: 2714.810059
	Iteration 33Q: 3 clusters Score -491047.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -491070.406250 Penalty: 2714.810059
	Iteration 34Q: 3 clusters Score -491070.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -491084.718750 Penalty: 2714.810059
	Iteration 35Q: 3 clusters Score -491084.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -491096.031250 Penalty: 2714.810059
	Iteration 36Q: 3 clusters Score -491096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -491102.968750 Penalty: 2714.810059
	Iteration 37Q: 3 clusters Score -491103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -491114.812500 Penalty: 2714.810059
	Iteration 38Q: 3 clusters Score -491114.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -491131.156250 Penalty: 2714.810059
	Iteration 39Q: 3 clusters Score -491131.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -491146.687500 Penalty: 2714.810059
	Iteration 40F: 3 clusters Score -491146.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -491163.343750 Penalty: 2714.810059
	Iteration 41Q: 3 clusters Score -491163.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -491179.156250 Penalty: 2714.810059
	Iteration 42Q: 3 clusters Score -491179.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -491193.406250 Penalty: 2714.810059
	Iteration 43Q: 3 clusters Score -491193.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -491202.281250 Penalty: 2714.810059
	Iteration 44Q: 3 clusters Score -491202.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -491208.218750 Penalty: 2714.810059
	Iteration 45Q: 3 clusters Score -491208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -491215.218750 Penalty: 2714.810059
	Iteration 46Q: 3 clusters Score -491215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -491220.218750 Penalty: 2714.810059
	Iteration 47Q: 3 clusters Score -491220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -491222.937500 Penalty: 2714.810059
	Iteration 48Q: 3 clusters Score -491222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -491224.625000 Penalty: 2714.810059
	Iteration 49Q: 3 clusters Score -491224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -491225.500000 Penalty: 2714.810059
	Iteration 50Q: 3 clusters Score -491225.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -491226.125000 Penalty: 2714.810059
	Iteration 51Q: 3 clusters Score -491226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -491226.781250 Penalty: 2714.810059
	Iteration 52Q: 3 clusters Score -491226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -491227.125000 Penalty: 2714.810059
	Iteration 53Q: 3 clusters Score -491227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -491227.531250 Penalty: 2714.810059
	Iteration 54Q: 3 clusters Score -491227.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -491228.968750 Penalty: 2714.810059
	Iteration 55Q: 3 clusters Score -491229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -491230.343750 Penalty: 2714.810059
	Iteration 56Q: 3 clusters Score -491230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -491231.375000 Penalty: 2714.810059
	Iteration 57Q: 3 clusters Score -491231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -491231.375000 Penalty: 2714.810059
	Iteration 58F: 3 clusters Score -491231.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Entering Unmasked Estep 
Score: -3327635.750000 Penalty: 1667.029175
	Iteration 0F: 2 clusters Score -3327636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3308461.500000 Penalty: 3334.058350
	Iteration 0F: 3 clusters Score -3308462 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3315751.500000 Penalty: 3334.058350
	Iteration 1F: 3 clusters Score -3315752 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3316083.000000 Penalty: 3334.058350
	Iteration 2Q: 3 clusters Score -3316083 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3316404.250000 Penalty: 3334.058350
	Iteration 3Q: 3 clusters Score -3316404 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3316709.500000 Penalty: 3334.058350
	Iteration 4Q: 3 clusters Score -3316710 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3317028.000000 Penalty: 3334.058350
	Iteration 5Q: 3 clusters Score -3317028 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3317380.250000 Penalty: 3334.058350
	Iteration 6Q: 3 clusters Score -3317380 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3317783.250000 Penalty: 3334.058350
	Iteration 7Q: 3 clusters Score -3317783 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3318228.250000 Penalty: 3334.058350
	Iteration 8Q: 3 clusters Score -3318228 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3318735.250000 Penalty: 3334.058350
	Iteration 9Q: 3 clusters Score -3318735 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3319418.250000 Penalty: 3334.058350
	Iteration 10Q: 3 clusters Score -3319418 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3320288.500000 Penalty: 3334.058350
	Iteration 11Q: 3 clusters Score -3320288 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3321218.500000 Penalty: 3334.058350
	Iteration 12F: 3 clusters Score -3321218 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3321945.500000 Penalty: 3334.058350
	Iteration 13Q: 3 clusters Score -3321946 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3322350.500000 Penalty: 3334.058350
	Iteration 14Q: 3 clusters Score -3322350 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3322590.250000 Penalty: 3334.058350
	Iteration 15Q: 3 clusters Score -3322590 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3322717.000000 Penalty: 3334.058350
	Iteration 16Q: 3 clusters Score -3322717 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3322798.250000 Penalty: 3334.058350
	Iteration 17Q: 3 clusters Score -3322798 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3322892.000000 Penalty: 3334.058350
	Iteration 18Q: 3 clusters Score -3322892 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3322941.000000 Penalty: 3334.058350
	Iteration 19Q: 3 clusters Score -3322941 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3323016.750000 Penalty: 3334.058350
	Iteration 20F: 3 clusters Score -3323017 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3323122.750000 Penalty: 3334.058350
	Iteration 21Q: 3 clusters Score -3323123 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3323188.250000 Penalty: 3334.058350
	Iteration 22Q: 3 clusters Score -3323188 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3323273.000000 Penalty: 3334.058350
	Iteration 23Q: 3 clusters Score -3323273 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3323351.250000 Penalty: 3334.058350
	Iteration 24Q: 3 clusters Score -3323351 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3323430.250000 Penalty: 3334.058350
	Iteration 25Q: 3 clusters Score -3323430 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3323465.750000 Penalty: 3334.058350
	Iteration 26Q: 3 clusters Score -3323466 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3323536.000000 Penalty: 3334.058350
	Iteration 27Q: 3 clusters Score -3323536 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3323603.000000 Penalty: 3334.058350
	Iteration 28Q: 3 clusters Score -3323603 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3323640.250000 Penalty: 3334.058350
	Iteration 29Q: 3 clusters Score -3323640 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3323666.500000 Penalty: 3334.058350
	Iteration 30Q: 3 clusters Score -3323666 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3323703.500000 Penalty: 3334.058350
	Iteration 31Q: 3 clusters Score -3323704 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3323739.750000 Penalty: 3334.058350
	Iteration 32Q: 3 clusters Score -3323740 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3323777.250000 Penalty: 3334.058350
	Iteration 33Q: 3 clusters Score -3323777 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3323817.500000 Penalty: 3334.058350
	Iteration 34Q: 3 clusters Score -3323818 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3323842.750000 Penalty: 3334.058350
	Iteration 35Q: 3 clusters Score -3323843 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -3323868.250000 Penalty: 3334.058350
	Iteration 36Q: 3 clusters Score -3323868 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3323915 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3323955 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3324006.250000 Penalty: 3334.058350
	Iteration 39Q: 3 clusters Score -3324006 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3324056 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3324120 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3324178 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3324232 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3324287 nChanged 250
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3324352 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3324452 nChanged 235
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3324500 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3324622 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3324754 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3324827 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3324954 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3325060 nChanged 230
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Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3325116 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3325165 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3325220 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3325249 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3325284 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3325332 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3325374 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3325411 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3325441 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3325534 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3325646 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3325698 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3325770 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3325818 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3325862 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3325909 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3325950 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3325982 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3326017 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3326050 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3326078 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3326110 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3326141.750000 Penalty: 3334.058350
	Iteration 83Q: 3 clusters Score -3326142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3326173.500000 Penalty: 3334.058350
	Iteration 84Q: 3 clusters Score -3326174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3326196.250000 Penalty: 3334.058350
	Iteration 85Q: 3 clusters Score -3326196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3326219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3326227.500000 Penalty: 3334.058350
	Iteration 87Q: 3 clusters Score -3326228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3326239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3326257.250000 Penalty: 3334.058350
	Iteration 89Q: 3 clusters Score -3326257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3326273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3326285.000000 Penalty: 3334.058350
	Iteration 91Q: 3 clusters Score -3326285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -3326295.500000 Penalty: 3334.058350
	Iteration 92Q: 3 clusters Score -3326296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3326307.250000 Penalty: 3334.058350
	Iteration 93Q: 3 clusters Score -3326307 nChanged 28
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Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3326319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3326330 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3326330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3326342.750000 Penalty: 3334.058350
	Iteration 97Q: 3 clusters Score -3326343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3326346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3326351.750000 Penalty: 3334.058350
	Iteration 99Q: 3 clusters Score -3326352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3326354.750000 Penalty: 3334.058350
	Iteration 100F: 3 clusters Score -3326355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3326356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3326354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3326350 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3326354 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3326352 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3326356 nChanged 4
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Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3326358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3326366.500000 Penalty: 3334.058350
	Iteration 108Q: 3 clusters Score -3326366 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3326363.000000 Penalty: 3334.058350
	Iteration 109Q: 3 clusters Score -3326363 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3326365 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3326370.500000 Penalty: 3334.058350
	Iteration 111Q: 3 clusters Score -3326370 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3326374 nChanged 6
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Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3326376 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3326374 nChanged 4
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Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 27271 members 
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	Iteration 115Q: 3 clusters Score -3326369 nChanged 6
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Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 27277 members 
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	Iteration 116Q: 3 clusters Score -3326374 nChanged 8
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Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 27285 members 
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	Iteration 117Q: 3 clusters Score -3326374 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3326375 nChanged 9
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Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3326371.500000 Penalty: 3334.058350
	Iteration 119Q: 3 clusters Score -3326372 nChanged 10
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3326377.750000 Penalty: 3334.058350
	Iteration 120F: 3 clusters Score -3326378 nChanged 10
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Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3326384 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3326381.250000 Penalty: 3334.058350
	Iteration 122Q: 3 clusters Score -3326381 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3326388.250000 Penalty: 3334.058350
	Iteration 123Q: 3 clusters Score -3326388 nChanged 11
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Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3326392.500000 Penalty: 3334.058350
	Iteration 124Q: 3 clusters Score -3326392 nChanged 9
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Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3326395.500000 Penalty: 3334.058350
	Iteration 125Q: 3 clusters Score -3326396 nChanged 4
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Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3326398.750000 Penalty: 3334.058350
	Iteration 126Q: 3 clusters Score -3326399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3326396 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3326398 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -3326398.500000 Penalty: 3334.058350
	Iteration 129Q: 3 clusters Score -3326398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3326402.250000 Penalty: 3334.058350
	Iteration 130Q: 3 clusters Score -3326402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3326411.250000 Penalty: 3334.058350
	Iteration 131Q: 3 clusters Score -3326411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3326410.000000 Penalty: 3334.058350
	Iteration 132Q: 3 clusters Score -3326410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3326412.250000 Penalty: 3334.058350
	Iteration 133Q: 3 clusters Score -3326412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3326411.250000 Penalty: 3334.058350
	Iteration 134Q: 3 clusters Score -3326411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3326414.750000 Penalty: 3334.058350
	Iteration 135Q: 3 clusters Score -3326415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -3326415.250000 Penalty: 3334.058350
	Iteration 136Q: 3 clusters Score -3326415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3326413.750000 Penalty: 3334.058350
	Iteration 137Q: 3 clusters Score -3326414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3326415.250000 Penalty: 3334.058350
	Iteration 138Q: 3 clusters Score -3326415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3326415.000000 Penalty: 3334.058350
	Iteration 139Q: 3 clusters Score -3326415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3326416.000000 Penalty: 3334.058350
	Iteration 140F: 3 clusters Score -3326416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Entering Unmasked Estep 
Score: -3377790.000000 Penalty: 1676.284546
	Iteration 0F: 2 clusters Score -3377790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3357442.250000 Penalty: 3352.569092
	Iteration 0F: 3 clusters Score -3357442 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3365355.750000 Penalty: 3352.569092
	Iteration 1F: 3 clusters Score -3365356 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3365815.500000 Penalty: 3352.569092
	Iteration 2Q: 3 clusters Score -3365816 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3366312.750000 Penalty: 3352.569092
	Iteration 3Q: 3 clusters Score -3366313 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3366937.000000 Penalty: 3352.569092
	Iteration 4Q: 3 clusters Score -3366937 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3367732.500000 Penalty: 3352.569092
	Iteration 5F: 3 clusters Score -3367732 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3368766.250000 Penalty: 3352.569092
	Iteration 6F: 3 clusters Score -3368766 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3370081.750000 Penalty: 3352.569092
	Iteration 7F: 3 clusters Score -3370082 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3371414.250000 Penalty: 3352.569092
	Iteration 8F: 3 clusters Score -3371414 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -3372536.500000 Penalty: 3352.569092
	Iteration 9Q: 3 clusters Score -3372536 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3373340.250000 Penalty: 3352.569092
	Iteration 10Q: 3 clusters Score -3373340 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3373858.250000 Penalty: 3352.569092
	Iteration 11Q: 3 clusters Score -3373858 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -3374227.750000 Penalty: 3352.569092
	Iteration 12Q: 3 clusters Score -3374228 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3374485.500000 Penalty: 3352.569092
	Iteration 13Q: 3 clusters Score -3374486 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3374741.750000 Penalty: 3352.569092
	Iteration 14Q: 3 clusters Score -3374742 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3375002.000000 Penalty: 3352.569092
	Iteration 15Q: 3 clusters Score -3375002 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3375276.250000 Penalty: 3352.569092
	Iteration 16Q: 3 clusters Score -3375276 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3375554.250000 Penalty: 3352.569092
	Iteration 17Q: 3 clusters Score -3375554 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3375788.000000 Penalty: 3352.569092
	Iteration 18Q: 3 clusters Score -3375788 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3376026.000000 Penalty: 3352.569092
	Iteration 19Q: 3 clusters Score -3376026 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3376215.000000 Penalty: 3352.569092
	Iteration 20F: 3 clusters Score -3376215 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3376336.500000 Penalty: 3352.569092
	Iteration 21Q: 3 clusters Score -3376336 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3376412.500000 Penalty: 3352.569092
	Iteration 22Q: 3 clusters Score -3376412 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3376460.500000 Penalty: 3352.569092
	Iteration 23Q: 3 clusters Score -3376460 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3376479.500000 Penalty: 3352.569092
	Iteration 24Q: 3 clusters Score -3376480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3376523.250000 Penalty: 3352.569092
	Iteration 25Q: 3 clusters Score -3376523 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3376545.500000 Penalty: 3352.569092
	Iteration 26Q: 3 clusters Score -3376546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3376562.750000 Penalty: 3352.569092
	Iteration 27Q: 3 clusters Score -3376563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3376575.250000 Penalty: 3352.569092
	Iteration 28Q: 3 clusters Score -3376575 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3376591.000000 Penalty: 3352.569092
	Iteration 29Q: 3 clusters Score -3376591 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3376602.250000 Penalty: 3352.569092
	Iteration 30Q: 3 clusters Score -3376602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3376599.250000 Penalty: 3352.569092
	Iteration 31Q: 3 clusters Score -3376599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3376609.000000 Penalty: 3352.569092
	Iteration 32Q: 3 clusters Score -3376609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3376616.250000 Penalty: 3352.569092
	Iteration 33Q: 3 clusters Score -3376616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3376621.000000 Penalty: 3352.569092
	Iteration 34Q: 3 clusters Score -3376621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3376627.250000 Penalty: 3352.569092
	Iteration 35Q: 3 clusters Score -3376627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3376628.750000 Penalty: 3352.569092
	Iteration 36Q: 3 clusters Score -3376629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3376636.250000 Penalty: 3352.569092
	Iteration 37Q: 3 clusters Score -3376636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3376640.500000 Penalty: 3352.569092
	Iteration 38Q: 3 clusters Score -3376640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3376645.750000 Penalty: 3352.569092
	Iteration 39Q: 3 clusters Score -3376646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3376635.750000 Penalty: 3352.569092
	Iteration 40F: 3 clusters Score -3376636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3376639.000000 Penalty: 3352.569092
	Iteration 41Q: 3 clusters Score -3376639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -3376637.000000 Penalty: 3352.569092
	Iteration 42Q: 3 clusters Score -3376637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3376638.250000 Penalty: 3352.569092
	Iteration 43Q: 3 clusters Score -3376638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3376642.500000 Penalty: 3352.569092
	Iteration 44Q: 3 clusters Score -3376642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3376648.500000 Penalty: 3352.569092
	Iteration 45Q: 3 clusters Score -3376648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3376648.750000 Penalty: 3352.569092
	Iteration 46Q: 3 clusters Score -3376649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3376651.500000 Penalty: 3352.569092
	Iteration 47Q: 3 clusters Score -3376652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3376651.500000 Penalty: 3352.569092
	Iteration 48Q: 3 clusters Score -3376652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3376651.500000 Penalty: 3352.569092
	Iteration 49F: 3 clusters Score -3376652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Entering Unmasked Estep 
Score: -2317884.750000 Penalty: 1609.056519
	Iteration 0F: 2 clusters Score -2317885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2304299.500000 Penalty: 3218.113037
	Iteration 0F: 3 clusters Score -2304300 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2309186.250000 Penalty: 3218.113037
	Iteration 1F: 3 clusters Score -2309186 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2309582.000000 Penalty: 3218.113037
	Iteration 2Q: 3 clusters Score -2309582 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2310074.500000 Penalty: 3218.113037
	Iteration 3Q: 3 clusters Score -2310074 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2310731.750000 Penalty: 3218.113037
	Iteration 4F: 3 clusters Score -2310732 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2311692.750000 Penalty: 3218.113037
	Iteration 5F: 3 clusters Score -2311693 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2313018.000000 Penalty: 3218.113037
	Iteration 6F: 3 clusters Score -2313018 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2314449.000000 Penalty: 3218.113037
	Iteration 7F: 3 clusters Score -2314449 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2315465.250000 Penalty: 3218.113037
	Iteration 8F: 3 clusters Score -2315465 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2316002.500000 Penalty: 3218.113037
	Iteration 9Q: 3 clusters Score -2316002 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2316232.250000 Penalty: 3218.113037
	Iteration 10Q: 3 clusters Score -2316232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2316339.750000 Penalty: 3218.113037
	Iteration 11Q: 3 clusters Score -2316340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2316394.500000 Penalty: 3218.113037
	Iteration 12Q: 3 clusters Score -2316394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2316422.750000 Penalty: 3218.113037
	Iteration 13Q: 3 clusters Score -2316423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2316446.750000 Penalty: 3218.113037
	Iteration 14Q: 3 clusters Score -2316447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2316454.250000 Penalty: 3218.113037
	Iteration 15Q: 3 clusters Score -2316454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2316461.500000 Penalty: 3218.113037
	Iteration 16Q: 3 clusters Score -2316462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2316463.000000 Penalty: 3218.113037
	Iteration 17Q: 3 clusters Score -2316463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2316469.250000 Penalty: 3218.113037
	Iteration 18Q: 3 clusters Score -2316469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2316472.500000 Penalty: 3218.113037
	Iteration 19Q: 3 clusters Score -2316472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2316473.750000 Penalty: 3218.113037
	Iteration 20F: 3 clusters Score -2316474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2316475.250000 Penalty: 3218.113037
	Iteration 21Q: 3 clusters Score -2316475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2316475.250000 Penalty: 3218.113037
	Iteration 22F: 3 clusters Score -2316475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -556554.875000 Penalty: 1378.018555
	Iteration 0F: 2 clusters Score -556554.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -552754.687500 Penalty: 2756.037109
	Iteration 0F: 3 clusters Score -552754.7 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -553833.562500 Penalty: 2756.037109
	Iteration 1F: 3 clusters Score -553833.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -553965.437500 Penalty: 2756.037109
	Iteration 2F: 3 clusters Score -553965.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -554062.187500 Penalty: 2756.037109
	Iteration 3Q: 3 clusters Score -554062.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -554126.625000 Penalty: 2756.037109
	Iteration 4Q: 3 clusters Score -554126.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -554170.937500 Penalty: 2756.037109
	Iteration 5Q: 3 clusters Score -554170.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -554206.625000 Penalty: 2756.037109
	Iteration 6Q: 3 clusters Score -554206.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -554240.625000 Penalty: 2756.037109
	Iteration 7Q: 3 clusters Score -554240.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -554262.312500 Penalty: 2756.037109
	Iteration 8Q: 3 clusters Score -554262.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -554293.125000 Penalty: 2756.037109
	Iteration 9Q: 3 clusters Score -554293.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -554327.937500 Penalty: 2756.037109
	Iteration 10Q: 3 clusters Score -554327.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -554359.625000 Penalty: 2756.037109
	Iteration 11Q: 3 clusters Score -554359.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -554397.125000 Penalty: 2756.037109
	Iteration 12Q: 3 clusters Score -554397.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -554435.187500 Penalty: 2756.037109
	Iteration 13Q: 3 clusters Score -554435.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -554470.562500 Penalty: 2756.037109
	Iteration 14Q: 3 clusters Score -554470.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -554504.625000 Penalty: 2756.037109
	Iteration 15Q: 3 clusters Score -554504.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -554533.250000 Penalty: 2756.037109
	Iteration 16Q: 3 clusters Score -554533.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -554562.000000 Penalty: 2756.037109
	Iteration 17Q: 3 clusters Score -554562 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -554593.437500 Penalty: 2756.037109
	Iteration 18Q: 3 clusters Score -554593.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -554633.250000 Penalty: 2756.037109
	Iteration 19Q: 3 clusters Score -554633.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -554679.812500 Penalty: 2756.037109
	Iteration 20F: 3 clusters Score -554679.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -554732.625000 Penalty: 2756.037109
	Iteration 21Q: 3 clusters Score -554732.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -554778.687500 Penalty: 2756.037109
	Iteration 22Q: 3 clusters Score -554778.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -554810.812500 Penalty: 2756.037109
	Iteration 23Q: 3 clusters Score -554810.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -554850.375000 Penalty: 2756.037109
	Iteration 24Q: 3 clusters Score -554850.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -554888.125000 Penalty: 2756.037109
	Iteration 25Q: 3 clusters Score -554888.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -554929.625000 Penalty: 2756.037109
	Iteration 26Q: 3 clusters Score -554929.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -554968.437500 Penalty: 2756.037109
	Iteration 27Q: 3 clusters Score -554968.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -555016.562500 Penalty: 2756.037109
	Iteration 28Q: 3 clusters Score -555016.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -555087.187500 Penalty: 2756.037109
	Iteration 29Q: 3 clusters Score -555087.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -555156.750000 Penalty: 2756.037109
	Iteration 30Q: 3 clusters Score -555156.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -555191.687500 Penalty: 2756.037109
	Iteration 31Q: 3 clusters Score -555191.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -555224.812500 Penalty: 2756.037109
	Iteration 32Q: 3 clusters Score -555224.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -555251.812500 Penalty: 2756.037109
	Iteration 33Q: 3 clusters Score -555251.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -555269.875000 Penalty: 2756.037109
	Iteration 34Q: 3 clusters Score -555269.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -555288.562500 Penalty: 2756.037109
	Iteration 35Q: 3 clusters Score -555288.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -555302.125000 Penalty: 2756.037109
	Iteration 36Q: 3 clusters Score -555302.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -555310.187500 Penalty: 2756.037109
	Iteration 37Q: 3 clusters Score -555310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -555313.687500 Penalty: 2756.037109
	Iteration 38Q: 3 clusters Score -555313.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -555319.812500 Penalty: 2756.037109
	Iteration 39Q: 3 clusters Score -555319.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -555323.187500 Penalty: 2756.037109
	Iteration 40F: 3 clusters Score -555323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -555327.562500 Penalty: 2756.037109
	Iteration 41Q: 3 clusters Score -555327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -555330.562500 Penalty: 2756.037109
	Iteration 42Q: 3 clusters Score -555330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -555331.437500 Penalty: 2756.037109
	Iteration 43Q: 3 clusters Score -555331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -555333.625000 Penalty: 2756.037109
	Iteration 44Q: 3 clusters Score -555333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -555336.750000 Penalty: 2756.037109
	Iteration 45Q: 3 clusters Score -555336.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -555339.312500 Penalty: 2756.037109
	Iteration 46Q: 3 clusters Score -555339.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -555343.812500 Penalty: 2756.037109
	Iteration 47Q: 3 clusters Score -555343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -555347.562500 Penalty: 2756.037109
	Iteration 48Q: 3 clusters Score -555347.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -555351.125000 Penalty: 2756.037109
	Iteration 49Q: 3 clusters Score -555351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -555352.937500 Penalty: 2756.037109
	Iteration 50Q: 3 clusters Score -555352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -555354.937500 Penalty: 2756.037109
	Iteration 51Q: 3 clusters Score -555354.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -555358.312500 Penalty: 2756.037109
	Iteration 52Q: 3 clusters Score -555358.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -555362.125000 Penalty: 2756.037109
	Iteration 53Q: 3 clusters Score -555362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -555362.875000 Penalty: 2756.037109
	Iteration 54Q: 3 clusters Score -555362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -555365.250000 Penalty: 2756.037109
	Iteration 55Q: 3 clusters Score -555365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -555364.437500 Penalty: 2756.037109
	Iteration 56Q: 3 clusters Score -555364.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -555364.437500 Penalty: 2756.037109
	Iteration 57F: 3 clusters Score -555364.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Entering Unmasked Estep 
Score: -4913428.500000 Penalty: 1729.854370
	Iteration 0F: 2 clusters Score -4913428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4885426.000000 Penalty: 3459.708740
	Iteration 0F: 3 clusters Score -4885426 nChanged 19432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -4896228.500000 Penalty: 3459.708740
	Iteration 1F: 3 clusters Score -4896228 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4896770.500000 Penalty: 3459.708740
	Iteration 2Q: 3 clusters Score -4896770 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4897363.500000 Penalty: 3459.708740
	Iteration 3Q: 3 clusters Score -4897364 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4898185.000000 Penalty: 3459.708740
	Iteration 4Q: 3 clusters Score -4898185 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -4899221.000000 Penalty: 3459.708740
	Iteration 5F: 3 clusters Score -4899221 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -4900734.500000 Penalty: 3459.708740
	Iteration 6F: 3 clusters Score -4900734 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4902791.000000 Penalty: 3459.708740
	Iteration 7F: 3 clusters Score -4902791 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -4905093.500000 Penalty: 3459.708740
	Iteration 8F: 3 clusters Score -4905094 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -4907241.000000 Penalty: 3459.708740
	Iteration 9F: 3 clusters Score -4907241 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4908737.500000 Penalty: 3459.708740
	Iteration 10Q: 3 clusters Score -4908738 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -4909694.000000 Penalty: 3459.708740
	Iteration 11Q: 3 clusters Score -4909694 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4910306.500000 Penalty: 3459.708740
	Iteration 12Q: 3 clusters Score -4910306 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4910741.000000 Penalty: 3459.708740
	Iteration 13Q: 3 clusters Score -4910741 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4911023.000000 Penalty: 3459.708740
	Iteration 14Q: 3 clusters Score -4911023 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4911238.000000 Penalty: 3459.708740
	Iteration 15Q: 3 clusters Score -4911238 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4911438.000000 Penalty: 3459.708740
	Iteration 16Q: 3 clusters Score -4911438 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4911600.000000 Penalty: 3459.708740
	Iteration 17Q: 3 clusters Score -4911600 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4911719.000000 Penalty: 3459.708740
	Iteration 18Q: 3 clusters Score -4911719 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4911808.500000 Penalty: 3459.708740
	Iteration 19Q: 3 clusters Score -4911808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4911869.000000 Penalty: 3459.708740
	Iteration 20F: 3 clusters Score -4911869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4911910.000000 Penalty: 3459.708740
	Iteration 21Q: 3 clusters Score -4911910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4911939.000000 Penalty: 3459.708740
	Iteration 22Q: 3 clusters Score -4911939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4911955.500000 Penalty: 3459.708740
	Iteration 23Q: 3 clusters Score -4911956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4911973.000000 Penalty: 3459.708740
	Iteration 24Q: 3 clusters Score -4911973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4911978.500000 Penalty: 3459.708740
	Iteration 25Q: 3 clusters Score -4911978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4911993.500000 Penalty: 3459.708740
	Iteration 26Q: 3 clusters Score -4911994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4911992.500000 Penalty: 3459.708740
	Iteration 27Q: 3 clusters Score -4911992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4912002.000000 Penalty: 3459.708740
	Iteration 28Q: 3 clusters Score -4912002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4912014.500000 Penalty: 3459.708740
	Iteration 29Q: 3 clusters Score -4912014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4912015.500000 Penalty: 3459.708740
	Iteration 30Q: 3 clusters Score -4912016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4912018.500000 Penalty: 3459.708740
	Iteration 31Q: 3 clusters Score -4912018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4912021.500000 Penalty: 3459.708740
	Iteration 32Q: 3 clusters Score -4912022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4912019.500000 Penalty: 3459.708740
	Iteration 33Q: 3 clusters Score -4912020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4912018.000000 Penalty: 3459.708740
	Iteration 34Q: 3 clusters Score -4912018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4912028.000000 Penalty: 3459.708740
	Iteration 35Q: 3 clusters Score -4912028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4912031.000000 Penalty: 3459.708740
	Iteration 36Q: 3 clusters Score -4912031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4912039.000000 Penalty: 3459.708740
	Iteration 37Q: 3 clusters Score -4912039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4912040.500000 Penalty: 3459.708740
	Iteration 38Q: 3 clusters Score -4912040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4912043.000000 Penalty: 3459.708740
	Iteration 39Q: 3 clusters Score -4912043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4912044.000000 Penalty: 3459.708740
	Iteration 40F: 3 clusters Score -4912044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4912049.000000 Penalty: 3459.708740
	Iteration 41Q: 3 clusters Score -4912049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4912043.500000 Penalty: 3459.708740
	Iteration 42Q: 3 clusters Score -4912044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4912044.500000 Penalty: 3459.708740
	Iteration 43Q: 3 clusters Score -4912044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4912047.000000 Penalty: 3459.708740
	Iteration 44Q: 3 clusters Score -4912047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4912042.000000 Penalty: 3459.708740
	Iteration 45Q: 3 clusters Score -4912042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4912045.500000 Penalty: 3459.708740
	Iteration 46Q: 3 clusters Score -4912046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4912047.000000 Penalty: 3459.708740
	Iteration 47Q: 3 clusters Score -4912047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4912047.000000 Penalty: 3459.708740
	Iteration 48F: 3 clusters Score -4912047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Entering Unmasked Estep 
Score: -1444007.125000 Penalty: 1534.763916
	Iteration 0F: 2 clusters Score -1444007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1435120.125000 Penalty: 3069.527832
	Iteration 0F: 3 clusters Score -1435120 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1438117.750000 Penalty: 3069.527832
	Iteration 1F: 3 clusters Score -1438118 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1438526.125000 Penalty: 3069.527832
	Iteration 2F: 3 clusters Score -1438526 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1439131.625000 Penalty: 3069.527832
	Iteration 3F: 3 clusters Score -1439132 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1439997.250000 Penalty: 3069.527832
	Iteration 4F: 3 clusters Score -1439997 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1440958.375000 Penalty: 3069.527832
	Iteration 5F: 3 clusters Score -1440958 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1441743.250000 Penalty: 3069.527832
	Iteration 6F: 3 clusters Score -1441743 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1442300.625000 Penalty: 3069.527832
	Iteration 7Q: 3 clusters Score -1442301 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1442682.375000 Penalty: 3069.527832
	Iteration 8Q: 3 clusters Score -1442682 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1442929.125000 Penalty: 3069.527832
	Iteration 9Q: 3 clusters Score -1442929 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1443186.375000 Penalty: 3069.527832
	Iteration 10Q: 3 clusters Score -1443186 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1443516.625000 Penalty: 3069.527832
	Iteration 11Q: 3 clusters Score -1443517 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1443704.875000 Penalty: 3069.527832
	Iteration 12Q: 3 clusters Score -1443705 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1443774.750000 Penalty: 3069.527832
	Iteration 13Q: 3 clusters Score -1443775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1443788.375000 Penalty: 3069.527832
	Iteration 14Q: 3 clusters Score -1443788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1443795.500000 Penalty: 3069.527832
	Iteration 15Q: 3 clusters Score -1443796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1443799.875000 Penalty: 3069.527832
	Iteration 16Q: 3 clusters Score -1443800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1443797.500000 Penalty: 3069.527832
	Iteration 17Q: 3 clusters Score -1443798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1443796.375000 Penalty: 3069.527832
	Iteration 18Q: 3 clusters Score -1443796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1443797.125000 Penalty: 3069.527832
	Iteration 19Q: 3 clusters Score -1443797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1443796.375000 Penalty: 3069.527832
	Iteration 20F: 3 clusters Score -1443796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1443796.250000 Penalty: 3069.527832
	Iteration 21Q: 3 clusters Score -1443796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1443797.000000 Penalty: 3069.527832
	Iteration 22Q: 3 clusters Score -1443797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1443797.000000 Penalty: 3069.527832
	Iteration 23F: 3 clusters Score -1443797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Entering Unmasked Estep 
Score: -4121289.500000 Penalty: 1702.870239
	Iteration 0F: 2 clusters Score -4121290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4097421.000000 Penalty: 3405.740479
	Iteration 0F: 3 clusters Score -4097421 nChanged 16478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4106470.250000 Penalty: 3405.740479
	Iteration 1F: 3 clusters Score -4106470 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4106826.000000 Penalty: 3405.740479
	Iteration 2Q: 3 clusters Score -4106826 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4107217.750000 Penalty: 3405.740479
	Iteration 3Q: 3 clusters Score -4107218 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4107623.750000 Penalty: 3405.740479
	Iteration 4Q: 3 clusters Score -4107624 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -4108172.750000 Penalty: 3405.740479
	Iteration 5Q: 3 clusters Score -4108173 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -4108954.500000 Penalty: 3405.740479
	Iteration 6Q: 3 clusters Score -4108954 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -4110120.000000 Penalty: 3405.740479
	Iteration 7F: 3 clusters Score -4110120 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -4111796.500000 Penalty: 3405.740479
	Iteration 8F: 3 clusters Score -4111796 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -4113810.500000 Penalty: 3405.740479
	Iteration 9F: 3 clusters Score -4113810 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4115997.000000 Penalty: 3405.740479
	Iteration 10F: 3 clusters Score -4115997 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4117821.250000 Penalty: 3405.740479
	Iteration 11F: 3 clusters Score -4117821 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4118945.750000 Penalty: 3405.740479
	Iteration 12Q: 3 clusters Score -4118946 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4119542.000000 Penalty: 3405.740479
	Iteration 13Q: 3 clusters Score -4119542 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4119840.250000 Penalty: 3405.740479
	Iteration 14Q: 3 clusters Score -4119840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4119938.000000 Penalty: 3405.740479
	Iteration 15Q: 3 clusters Score -4119938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4119990.750000 Penalty: 3405.740479
	Iteration 16Q: 3 clusters Score -4119991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4120028.750000 Penalty: 3405.740479
	Iteration 17Q: 3 clusters Score -4120029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4120048.250000 Penalty: 3405.740479
	Iteration 18Q: 3 clusters Score -4120048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4120059.250000 Penalty: 3405.740479
	Iteration 19Q: 3 clusters Score -4120059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4120070.500000 Penalty: 3405.740479
	Iteration 20F: 3 clusters Score -4120070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4120082.250000 Penalty: 3405.740479
	Iteration 21Q: 3 clusters Score -4120082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4120105.000000 Penalty: 3405.740479
	Iteration 22Q: 3 clusters Score -4120105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4120116.250000 Penalty: 3405.740479
	Iteration 23Q: 3 clusters Score -4120116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4120120.750000 Penalty: 3405.740479
	Iteration 24Q: 3 clusters Score -4120121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4120135.750000 Penalty: 3405.740479
	Iteration 25Q: 3 clusters Score -4120136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4120132.250000 Penalty: 3405.740479
	Iteration 26Q: 3 clusters Score -4120132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4120138.750000 Penalty: 3405.740479
	Iteration 27Q: 3 clusters Score -4120139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4120138.500000 Penalty: 3405.740479
	Iteration 28Q: 3 clusters Score -4120138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4120145.250000 Penalty: 3405.740479
	Iteration 29Q: 3 clusters Score -4120145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4120148.000000 Penalty: 3405.740479
	Iteration 30Q: 3 clusters Score -4120148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4120152.250000 Penalty: 3405.740479
	Iteration 31Q: 3 clusters Score -4120152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4120152.250000 Penalty: 3405.740479
	Iteration 32F: 3 clusters Score -4120152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (108105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108105 members 
Entering Unmasked Estep 
Score: -12639376.000000 Penalty: 1883.514526
	Iteration 0F: 2 clusters Score -1.263938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -12570606.000000 Penalty: 3767.029053
	Iteration 0F: 3 clusters Score -1.257061e+07 nChanged 51698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -12600923.000000 Penalty: 3767.029053
	Iteration 1F: 3 clusters Score -1.260092e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -12602056.000000 Penalty: 3767.029053
	Iteration 2Q: 3 clusters Score -1.260206e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -12603930.000000 Penalty: 3767.029053
	Iteration 3Q: 3 clusters Score -1.260393e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -12607064.000000 Penalty: 3767.029053
	Iteration 4F: 3 clusters Score -1.260706e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -12611922.000000 Penalty: 3767.029053
	Iteration 5F: 3 clusters Score -1.261192e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -12617680.000000 Penalty: 3767.029053
	Iteration 6F: 3 clusters Score -1.261768e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -12622346.000000 Penalty: 3767.029053
	Iteration 7F: 3 clusters Score -1.262235e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -12625554.000000 Penalty: 3767.029053
	Iteration 8Q: 3 clusters Score -1.262555e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -12627323.000000 Penalty: 3767.029053
	Iteration 9Q: 3 clusters Score -1.262732e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -12628090.000000 Penalty: 3767.029053
	Iteration 10Q: 3 clusters Score -1.262809e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92593 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -12628538.000000 Penalty: 3767.029053
	Iteration 11Q: 3 clusters Score -1.262854e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -12628922.000000 Penalty: 3767.029053
	Iteration 12Q: 3 clusters Score -1.262892e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -12629268.000000 Penalty: 3767.029053
	Iteration 13Q: 3 clusters Score -1.262927e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -12629618.000000 Penalty: 3767.029053
	Iteration 14Q: 3 clusters Score -1.262962e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -12629908.000000 Penalty: 3767.029053
	Iteration 15Q: 3 clusters Score -1.262991e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -12630293.000000 Penalty: 3767.029053
	Iteration 16Q: 3 clusters Score -1.263029e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -12630755.000000 Penalty: 3767.029053
	Iteration 17Q: 3 clusters Score -1.263076e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -12631136.000000 Penalty: 3767.029053
	Iteration 18Q: 3 clusters Score -1.263114e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98865 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -12631595.000000 Penalty: 3767.029053
	Iteration 19Q: 3 clusters Score -1.26316e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99595 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -12631977.000000 Penalty: 3767.029053
	Iteration 20F: 3 clusters Score -1.263198e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -12632377.000000 Penalty: 3767.029053
	Iteration 21Q: 3 clusters Score -1.263238e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100954 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -12632950.000000 Penalty: 3767.029053
	Iteration 22Q: 3 clusters Score -1.263295e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101632 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -12633560.000000 Penalty: 3767.029053
	Iteration 23Q: 3 clusters Score -1.263356e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -12634114.000000 Penalty: 3767.029053
	Iteration 24Q: 3 clusters Score -1.263411e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -12634569.000000 Penalty: 3767.029053
	Iteration 25Q: 3 clusters Score -1.263457e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103372 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -12634957.000000 Penalty: 3767.029053
	Iteration 26Q: 3 clusters Score -1.263496e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -12635315.000000 Penalty: 3767.029053
	Iteration 27Q: 3 clusters Score -1.263532e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104347 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -12635557.000000 Penalty: 3767.029053
	Iteration 28Q: 3 clusters Score -1.263556e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -12635864.000000 Penalty: 3767.029053
	Iteration 29Q: 3 clusters Score -1.263586e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -12636095.000000 Penalty: 3767.029053
	Iteration 30Q: 3 clusters Score -1.26361e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105394 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -12636287.000000 Penalty: 3767.029053
	Iteration 31Q: 3 clusters Score -1.263629e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105659 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12636492.000000 Penalty: 3767.029053
	Iteration 32Q: 3 clusters Score -1.263649e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105908 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -12636661.000000 Penalty: 3767.029053
	Iteration 33Q: 3 clusters Score -1.263666e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -12636819.000000 Penalty: 3767.029053
	Iteration 34Q: 3 clusters Score -1.263682e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106339 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12636972.000000 Penalty: 3767.029053
	Iteration 35Q: 3 clusters Score -1.263697e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -12637088.000000 Penalty: 3767.029053
	Iteration 36Q: 3 clusters Score -1.263709e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -12637161.000000 Penalty: 3767.029053
	Iteration 37Q: 3 clusters Score -1.263716e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106707 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -12637233.000000 Penalty: 3767.029053
	Iteration 38Q: 3 clusters Score -1.263723e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106785 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -12637293.000000 Penalty: 3767.029053
	Iteration 39Q: 3 clusters Score -1.263729e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106851 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12637345.000000 Penalty: 3767.029053
	Iteration 40F: 3 clusters Score -1.263734e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -12637392.000000 Penalty: 3767.029053
	Iteration 41Q: 3 clusters Score -1.263739e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106983 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12637425.000000 Penalty: 3767.029053
	Iteration 42Q: 3 clusters Score -1.263742e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107033 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -12637448.000000 Penalty: 3767.029053
	Iteration 43Q: 3 clusters Score -1.263745e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107068 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12637463.000000 Penalty: 3767.029053
	Iteration 44Q: 3 clusters Score -1.263746e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12637479.000000 Penalty: 3767.029053
	Iteration 45Q: 3 clusters Score -1.263748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107127 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12637486.000000 Penalty: 3767.029053
	Iteration 46Q: 3 clusters Score -1.263749e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107152 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12637495.000000 Penalty: 3767.029053
	Iteration 47Q: 3 clusters Score -1.26375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107166 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -12637527.000000 Penalty: 3767.029053
	Iteration 48Q: 3 clusters Score -1.263753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107176 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12637536.000000 Penalty: 3767.029053
	Iteration 49Q: 3 clusters Score -1.263754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107185 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -12637530.000000 Penalty: 3767.029053
	Iteration 50Q: 3 clusters Score -1.263753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107195 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12637529.000000 Penalty: 3767.029053
	Iteration 51Q: 3 clusters Score -1.263753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12637538.000000 Penalty: 3767.029053
	Iteration 52Q: 3 clusters Score -1.263754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12637545.000000 Penalty: 3767.029053
	Iteration 53Q: 3 clusters Score -1.263754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12637553.000000 Penalty: 3767.029053
	Iteration 54Q: 3 clusters Score -1.263755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107218 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -12637548.000000 Penalty: 3767.029053
	Iteration 55Q: 3 clusters Score -1.263755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107223 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12637551.000000 Penalty: 3767.029053
	Iteration 56Q: 3 clusters Score -1.263755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107225 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12637547.000000 Penalty: 3767.029053
	Iteration 57Q: 3 clusters Score -1.263755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12637548.000000 Penalty: 3767.029053
	Iteration 58Q: 3 clusters Score -1.263755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107230 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -12637554.000000 Penalty: 3767.029053
	Iteration 59Q: 3 clusters Score -1.263755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107233 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12637549.000000 Penalty: 3767.029053
	Iteration 60F: 3 clusters Score -1.263755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -12637561.000000 Penalty: 3767.029053
	Iteration 61Q: 3 clusters Score -1.263756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107246 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12637563.000000 Penalty: 3767.029053
	Iteration 62Q: 3 clusters Score -1.263756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107250 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12637568.000000 Penalty: 3767.029053
	Iteration 63Q: 3 clusters Score -1.263757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -12637569.000000 Penalty: 3767.029053
	Iteration 64Q: 3 clusters Score -1.263757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12637571.000000 Penalty: 3767.029053
	Iteration 65Q: 3 clusters Score -1.263757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107258 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12637575.000000 Penalty: 3767.029053
	Iteration 66Q: 3 clusters Score -1.263758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107259 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12637584.000000 Penalty: 3767.029053
	Iteration 67Q: 3 clusters Score -1.263758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107260 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -12637584.000000 Penalty: 3767.029053
	Iteration 68Q: 3 clusters Score -1.263758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12637582.000000 Penalty: 3767.029053
	Iteration 69Q: 3 clusters Score -1.263758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12637583.000000 Penalty: 3767.029053
	Iteration 70Q: 3 clusters Score -1.263758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12637584.000000 Penalty: 3767.029053
	Iteration 71Q: 3 clusters Score -1.263758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -12637583.000000 Penalty: 3767.029053
	Iteration 72Q: 3 clusters Score -1.263758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12637590.000000 Penalty: 3767.029053
	Iteration 73Q: 3 clusters Score -1.263759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12637590.000000 Penalty: 3767.029053
	Iteration 74F: 3 clusters Score -1.263759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Entering Unmasked Estep 
Score: -10545659.000000 Penalty: 1853.902588
	Iteration 0F: 2 clusters Score -1.054566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -10487060.000000 Penalty: 3707.805176
	Iteration 0F: 3 clusters Score -1.048706e+07 nChanged 42832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -10511633.000000 Penalty: 3707.805176
	Iteration 1F: 3 clusters Score -1.051163e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -10512188.000000 Penalty: 3707.805176
	Iteration 2Q: 3 clusters Score -1.051219e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -10512805.000000 Penalty: 3707.805176
	Iteration 3Q: 3 clusters Score -1.05128e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -10513584.000000 Penalty: 3707.805176
	Iteration 4Q: 3 clusters Score -1.051358e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -10514714.000000 Penalty: 3707.805176
	Iteration 5Q: 3 clusters Score -1.051471e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -10516373.000000 Penalty: 3707.805176
	Iteration 6Q: 3 clusters Score -1.051637e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -10519148.000000 Penalty: 3707.805176
	Iteration 7F: 3 clusters Score -1.051915e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -10523257.000000 Penalty: 3707.805176
	Iteration 8F: 3 clusters Score -1.052326e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -10528524.000000 Penalty: 3707.805176
	Iteration 9F: 3 clusters Score -1.052852e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -10533351.000000 Penalty: 3707.805176
	Iteration 10F: 3 clusters Score -1.053335e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -10536370.000000 Penalty: 3707.805176
	Iteration 11Q: 3 clusters Score -1.053637e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -10537952.000000 Penalty: 3707.805176
	Iteration 12Q: 3 clusters Score -1.053795e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -10539032.000000 Penalty: 3707.805176
	Iteration 13Q: 3 clusters Score -1.053903e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -10539820.000000 Penalty: 3707.805176
	Iteration 14Q: 3 clusters Score -1.053982e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -10540654.000000 Penalty: 3707.805176
	Iteration 15Q: 3 clusters Score -1.054065e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -10541247.000000 Penalty: 3707.805176
	Iteration 16Q: 3 clusters Score -1.054125e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 81120 members 
Entering Unmasked Estep 
Score: -10541742.000000 Penalty: 3707.805176
	Iteration 17Q: 3 clusters Score -1.054174e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -10542177.000000 Penalty: 3707.805176
	Iteration 18Q: 3 clusters Score -1.054218e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -10542525.000000 Penalty: 3707.805176
	Iteration 19Q: 3 clusters Score -1.054252e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -10542856.000000 Penalty: 3707.805176
	Iteration 20F: 3 clusters Score -1.054286e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -10543156.000000 Penalty: 3707.805176
	Iteration 21Q: 3 clusters Score -1.054316e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -10543343.000000 Penalty: 3707.805176
	Iteration 22Q: 3 clusters Score -1.054334e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -10543475.000000 Penalty: 3707.805176
	Iteration 23Q: 3 clusters Score -1.054348e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -10543621.000000 Penalty: 3707.805176
	Iteration 24Q: 3 clusters Score -1.054362e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -10543734.000000 Penalty: 3707.805176
	Iteration 25Q: 3 clusters Score -1.054373e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 87782 members 
Entering Unmasked Estep 
Score: -10543790.000000 Penalty: 3707.805176
	Iteration 26Q: 3 clusters Score -1.054379e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -10543857.000000 Penalty: 3707.805176
	Iteration 27Q: 3 clusters Score -1.054386e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -10543883.000000 Penalty: 3707.805176
	Iteration 28Q: 3 clusters Score -1.054388e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -10543911.000000 Penalty: 3707.805176
	Iteration 29Q: 3 clusters Score -1.054391e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -10543938.000000 Penalty: 3707.805176
	Iteration 30Q: 3 clusters Score -1.054394e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 88702 members 
Entering Unmasked Estep 
Score: -10543967.000000 Penalty: 3707.805176
	Iteration 31Q: 3 clusters Score -1.054397e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -10543974.000000 Penalty: 3707.805176
	Iteration 32Q: 3 clusters Score -1.054397e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -10544008.000000 Penalty: 3707.805176
	Iteration 33Q: 3 clusters Score -1.054401e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -10544013.000000 Penalty: 3707.805176
	Iteration 34Q: 3 clusters Score -1.054401e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -10544034.000000 Penalty: 3707.805176
	Iteration 35Q: 3 clusters Score -1.054403e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -10544060.000000 Penalty: 3707.805176
	Iteration 36Q: 3 clusters Score -1.054406e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 89169 members 
Entering Unmasked Estep 
Score: -10544095.000000 Penalty: 3707.805176
	Iteration 37Q: 3 clusters Score -1.05441e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -10544116.000000 Penalty: 3707.805176
	Iteration 38Q: 3 clusters Score -1.054412e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -10544126.000000 Penalty: 3707.805176
	Iteration 39Q: 3 clusters Score -1.054413e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -10544134.000000 Penalty: 3707.805176
	Iteration 40F: 3 clusters Score -1.054413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 89359 members 
Entering Unmasked Estep 
Score: -10544125.000000 Penalty: 3707.805176
	Iteration 41Q: 3 clusters Score -1.054412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -10544123.000000 Penalty: 3707.805176
	Iteration 42Q: 3 clusters Score -1.054412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -10544108.000000 Penalty: 3707.805176
	Iteration 43Q: 3 clusters Score -1.054411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -10544118.000000 Penalty: 3707.805176
	Iteration 44Q: 3 clusters Score -1.054412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 89437 members 
Entering Unmasked Estep 
Score: -10544118.000000 Penalty: 3707.805176
	Iteration 45Q: 3 clusters Score -1.054412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -10544121.000000 Penalty: 3707.805176
	Iteration 46Q: 3 clusters Score -1.054412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 89449 members 
Entering Unmasked Estep 
Score: -10544119.000000 Penalty: 3707.805176
	Iteration 47Q: 3 clusters Score -1.054412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -10544115.000000 Penalty: 3707.805176
	Iteration 48Q: 3 clusters Score -1.054412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 89455 members 
Entering Unmasked Estep 
Score: -10544117.000000 Penalty: 3707.805176
	Iteration 49Q: 3 clusters Score -1.054412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 89456 members 
Entering Unmasked Estep 
Score: -10544117.000000 Penalty: 3707.805176
	Iteration 50Q: 3 clusters Score -1.054412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -10544111.000000 Penalty: 3707.805176
	Iteration 51Q: 3 clusters Score -1.054411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -10544111.000000 Penalty: 3707.805176
	Iteration 52Q: 3 clusters Score -1.054411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 89459 members 
Entering Unmasked Estep 
Score: -10544110.000000 Penalty: 3707.805176
	Iteration 53Q: 3 clusters Score -1.054411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 89459 members 
Entering Unmasked Estep 
Score: -10544110.000000 Penalty: 3707.805176
	Iteration 54F: 3 clusters Score -1.054411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Entering Unmasked Estep 
Score: -667722.500000 Penalty: 1420.927490
	Iteration 0F: 2 clusters Score -667722.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -662985.375000 Penalty: 2841.854980
	Iteration 0F: 3 clusters Score -662985.4 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -664579.625000 Penalty: 2841.854980
	Iteration 1F: 3 clusters Score -664579.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -664920.625000 Penalty: 2841.854980
	Iteration 2F: 3 clusters Score -664920.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -665156.000000 Penalty: 2841.854980
	Iteration 3F: 3 clusters Score -665156 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -665369.875000 Penalty: 2841.854980
	Iteration 4F: 3 clusters Score -665369.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -665625.500000 Penalty: 2841.854980
	Iteration 5F: 3 clusters Score -665625.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -665914.250000 Penalty: 2841.854980
	Iteration 6F: 3 clusters Score -665914.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -666221.687500 Penalty: 2841.854980
	Iteration 7F: 3 clusters Score -666221.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -666493.125000 Penalty: 2841.854980
	Iteration 8F: 3 clusters Score -666493.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -666712.812500 Penalty: 2841.854980
	Iteration 9Q: 3 clusters Score -666712.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -666898.000000 Penalty: 2841.854980
	Iteration 10Q: 3 clusters Score -666898 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -667003.187500 Penalty: 2841.854980
	Iteration 11Q: 3 clusters Score -667003.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -667054.187500 Penalty: 2841.854980
	Iteration 12Q: 3 clusters Score -667054.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -667083.687500 Penalty: 2841.854980
	Iteration 13Q: 3 clusters Score -667083.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -667098.812500 Penalty: 2841.854980
	Iteration 14Q: 3 clusters Score -667098.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -667112.062500 Penalty: 2841.854980
	Iteration 15Q: 3 clusters Score -667112.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -667118.312500 Penalty: 2841.854980
	Iteration 16Q: 3 clusters Score -667118.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -667125.937500 Penalty: 2841.854980
	Iteration 17Q: 3 clusters Score -667125.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -667130.562500 Penalty: 2841.854980
	Iteration 18Q: 3 clusters Score -667130.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -667135.750000 Penalty: 2841.854980
	Iteration 19Q: 3 clusters Score -667135.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -667138.250000 Penalty: 2841.854980
	Iteration 20F: 3 clusters Score -667138.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -667140.687500 Penalty: 2841.854980
	Iteration 21Q: 3 clusters Score -667140.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -667143.437500 Penalty: 2841.854980
	Iteration 22Q: 3 clusters Score -667143.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -667146.750000 Penalty: 2841.854980
	Iteration 23Q: 3 clusters Score -667146.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -667149.437500 Penalty: 2841.854980
	Iteration 24Q: 3 clusters Score -667149.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -667151.750000 Penalty: 2841.854980
	Iteration 25Q: 3 clusters Score -667151.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -667158.750000 Penalty: 2841.854980
	Iteration 26Q: 3 clusters Score -667158.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -667163.750000 Penalty: 2841.854980
	Iteration 27Q: 3 clusters Score -667163.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -667172.562500 Penalty: 2841.854980
	Iteration 28Q: 3 clusters Score -667172.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -667175.187500 Penalty: 2841.854980
	Iteration 29Q: 3 clusters Score -667175.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -667178.312500 Penalty: 2841.854980
	Iteration 30Q: 3 clusters Score -667178.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -667184.000000 Penalty: 2841.854980
	Iteration 31Q: 3 clusters Score -667184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -667189.562500 Penalty: 2841.854980
	Iteration 32Q: 3 clusters Score -667189.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -667196.062500 Penalty: 2841.854980
	Iteration 33Q: 3 clusters Score -667196.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -667200.687500 Penalty: 2841.854980
	Iteration 34Q: 3 clusters Score -667200.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -667202.750000 Penalty: 2841.854980
	Iteration 35Q: 3 clusters Score -667202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -667206.250000 Penalty: 2841.854980
	Iteration 36Q: 3 clusters Score -667206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -667207.875000 Penalty: 2841.854980
	Iteration 37Q: 3 clusters Score -667207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -667208.875000 Penalty: 2841.854980
	Iteration 38Q: 3 clusters Score -667208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -667211.000000 Penalty: 2841.854980
	Iteration 39Q: 3 clusters Score -667211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -667209.812500 Penalty: 2841.854980
	Iteration 40F: 3 clusters Score -667209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -667209.625000 Penalty: 2841.854980
	Iteration 41Q: 3 clusters Score -667209.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -667209.625000 Penalty: 2841.854980
	Iteration 42F: 3 clusters Score -667209.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Entering Unmasked Estep 
Score: -1711558.750000 Penalty: 1558.720825
	Iteration 0F: 2 clusters Score -1711559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1701437.875000 Penalty: 3117.441650
	Iteration 0F: 3 clusters Score -1701438 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1704874.625000 Penalty: 3117.441650
	Iteration 1F: 3 clusters Score -1704875 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1705141.000000 Penalty: 3117.441650
	Iteration 2F: 3 clusters Score -1705141 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1705349.875000 Penalty: 3117.441650
	Iteration 3Q: 3 clusters Score -1705350 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1705565.875000 Penalty: 3117.441650
	Iteration 4Q: 3 clusters Score -1705566 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1705812.000000 Penalty: 3117.441650
	Iteration 5Q: 3 clusters Score -1705812 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1706138.375000 Penalty: 3117.441650
	Iteration 6Q: 3 clusters Score -1706138 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1706553.750000 Penalty: 3117.441650
	Iteration 7Q: 3 clusters Score -1706554 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1707079.500000 Penalty: 3117.441650
	Iteration 8Q: 3 clusters Score -1707080 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1707651.750000 Penalty: 3117.441650
	Iteration 9F: 3 clusters Score -1707652 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1708227.375000 Penalty: 3117.441650
	Iteration 10Q: 3 clusters Score -1708227 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1708757.250000 Penalty: 3117.441650
	Iteration 11Q: 3 clusters Score -1708757 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1709133.875000 Penalty: 3117.441650
	Iteration 12Q: 3 clusters Score -1709134 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1709405.750000 Penalty: 3117.441650
	Iteration 13Q: 3 clusters Score -1709406 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1709599.375000 Penalty: 3117.441650
	Iteration 14Q: 3 clusters Score -1709599 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1709739.500000 Penalty: 3117.441650
	Iteration 15Q: 3 clusters Score -1709740 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1709837.000000 Penalty: 3117.441650
	Iteration 16Q: 3 clusters Score -1709837 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1709931.625000 Penalty: 3117.441650
	Iteration 17Q: 3 clusters Score -1709932 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1710011.000000 Penalty: 3117.441650
	Iteration 18Q: 3 clusters Score -1710011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1710059.375000 Penalty: 3117.441650
	Iteration 19Q: 3 clusters Score -1710059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1710098.375000 Penalty: 3117.441650
	Iteration 20F: 3 clusters Score -1710098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1710122.375000 Penalty: 3117.441650
	Iteration 21Q: 3 clusters Score -1710122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1710147.625000 Penalty: 3117.441650
	Iteration 22Q: 3 clusters Score -1710148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1710163.875000 Penalty: 3117.441650
	Iteration 23Q: 3 clusters Score -1710164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1710179.125000 Penalty: 3117.441650
	Iteration 24Q: 3 clusters Score -1710179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1710184.125000 Penalty: 3117.441650
	Iteration 25Q: 3 clusters Score -1710184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1710192.625000 Penalty: 3117.441650
	Iteration 26Q: 3 clusters Score -1710193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1710201.125000 Penalty: 3117.441650
	Iteration 27Q: 3 clusters Score -1710201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1710204.250000 Penalty: 3117.441650
	Iteration 28Q: 3 clusters Score -1710204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1710208.250000 Penalty: 3117.441650
	Iteration 29Q: 3 clusters Score -1710208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1710211.000000 Penalty: 3117.441650
	Iteration 30Q: 3 clusters Score -1710211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1710213.625000 Penalty: 3117.441650
	Iteration 31Q: 3 clusters Score -1710214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1710213.625000 Penalty: 3117.441650
	Iteration 32Q: 3 clusters Score -1710214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1710213.625000 Penalty: 3117.441650
	Iteration 33F: 3 clusters Score -1710214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -306682.375000 Penalty: 1281.488159
	Iteration 0F: 2 clusters Score -306682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -304151.375000 Penalty: 2562.976318
	Iteration 0F: 3 clusters Score -304151.4 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -304689.843750 Penalty: 2562.976318
	Iteration 1F: 3 clusters Score -304689.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -304815.125000 Penalty: 2562.976318
	Iteration 2F: 3 clusters Score -304815.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -304875.250000 Penalty: 2562.976318
	Iteration 3Q: 3 clusters Score -304875.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -304910.812500 Penalty: 2562.976318
	Iteration 4Q: 3 clusters Score -304910.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -304939.250000 Penalty: 2562.976318
	Iteration 5Q: 3 clusters Score -304939.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -304961.187500 Penalty: 2562.976318
	Iteration 6Q: 3 clusters Score -304961.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -304977.718750 Penalty: 2562.976318
	Iteration 7Q: 3 clusters Score -304977.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -304995.906250 Penalty: 2562.976318
	Iteration 8Q: 3 clusters Score -304995.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -305011.187500 Penalty: 2562.976318
	Iteration 9Q: 3 clusters Score -305011.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -305019.343750 Penalty: 2562.976318
	Iteration 10Q: 3 clusters Score -305019.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -305025.875000 Penalty: 2562.976318
	Iteration 11Q: 3 clusters Score -305025.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -305031.343750 Penalty: 2562.976318
	Iteration 12Q: 3 clusters Score -305031.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -305039.343750 Penalty: 2562.976318
	Iteration 13Q: 3 clusters Score -305039.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -305050.656250 Penalty: 2562.976318
	Iteration 14Q: 3 clusters Score -305050.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -305056.812500 Penalty: 2562.976318
	Iteration 15Q: 3 clusters Score -305056.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -305060.343750 Penalty: 2562.976318
	Iteration 16Q: 3 clusters Score -305060.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -305062.718750 Penalty: 2562.976318
	Iteration 17Q: 3 clusters Score -305062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -305064.750000 Penalty: 2562.976318
	Iteration 18Q: 3 clusters Score -305064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -305067.656250 Penalty: 2562.976318
	Iteration 19Q: 3 clusters Score -305067.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -305069.406250 Penalty: 2562.976318
	Iteration 20F: 3 clusters Score -305069.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -305072.156250 Penalty: 2562.976318
	Iteration 21Q: 3 clusters Score -305072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -305072.625000 Penalty: 2562.976318
	Iteration 22Q: 3 clusters Score -305072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -305073.375000 Penalty: 2562.976318
	Iteration 23Q: 3 clusters Score -305073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -305074.468750 Penalty: 2562.976318
	Iteration 24Q: 3 clusters Score -305074.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -305075.625000 Penalty: 2562.976318
	Iteration 25Q: 3 clusters Score -305075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -305078.875000 Penalty: 2562.976318
	Iteration 26Q: 3 clusters Score -305078.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -305081.625000 Penalty: 2562.976318
	Iteration 27Q: 3 clusters Score -305081.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -305084.406250 Penalty: 2562.976318
	Iteration 28Q: 3 clusters Score -305084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -305085.781250 Penalty: 2562.976318
	Iteration 29Q: 3 clusters Score -305085.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -305088.406250 Penalty: 2562.976318
	Iteration 30Q: 3 clusters Score -305088.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -305091.906250 Penalty: 2562.976318
	Iteration 31Q: 3 clusters Score -305091.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -305096.781250 Penalty: 2562.976318
	Iteration 32Q: 3 clusters Score -305096.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -305098.875000 Penalty: 2562.976318
	Iteration 33Q: 3 clusters Score -305098.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -305100.875000 Penalty: 2562.976318
	Iteration 34Q: 3 clusters Score -305100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -305101.250000 Penalty: 2562.976318
	Iteration 35Q: 3 clusters Score -305101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -305104.656250 Penalty: 2562.976318
	Iteration 36Q: 3 clusters Score -305104.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -305110.812500 Penalty: 2562.976318
	Iteration 37Q: 3 clusters Score -305110.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -305120.125000 Penalty: 2562.976318
	Iteration 38Q: 3 clusters Score -305120.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -305127.937500 Penalty: 2562.976318
	Iteration 39Q: 3 clusters Score -305127.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -305133.312500 Penalty: 2562.976318
	Iteration 40F: 3 clusters Score -305133.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -305139.000000 Penalty: 2562.976318
	Iteration 41Q: 3 clusters Score -305139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -305144.468750 Penalty: 2562.976318
	Iteration 42Q: 3 clusters Score -305144.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -305153.062500 Penalty: 2562.976318
	Iteration 43Q: 3 clusters Score -305153.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -305166.093750 Penalty: 2562.976318
	Iteration 44Q: 3 clusters Score -305166.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -305174.875000 Penalty: 2562.976318
	Iteration 45Q: 3 clusters Score -305174.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -305179.625000 Penalty: 2562.976318
	Iteration 46Q: 3 clusters Score -305179.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -305189.468750 Penalty: 2562.976318
	Iteration 47Q: 3 clusters Score -305189.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -305199.250000 Penalty: 2562.976318
	Iteration 48Q: 3 clusters Score -305199.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -305206.375000 Penalty: 2562.976318
	Iteration 49Q: 3 clusters Score -305206.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -305218.531250 Penalty: 2562.976318
	Iteration 50Q: 3 clusters Score -305218.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -305229.937500 Penalty: 2562.976318
	Iteration 51Q: 3 clusters Score -305229.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -305243.750000 Penalty: 2562.976318
	Iteration 52Q: 3 clusters Score -305243.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -305255.781250 Penalty: 2562.976318
	Iteration 53Q: 3 clusters Score -305255.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -305265.750000 Penalty: 2562.976318
	Iteration 54Q: 3 clusters Score -305265.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -305273.406250 Penalty: 2562.976318
	Iteration 55Q: 3 clusters Score -305273.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -305279.468750 Penalty: 2562.976318
	Iteration 56Q: 3 clusters Score -305279.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -305285.812500 Penalty: 2562.976318
	Iteration 57Q: 3 clusters Score -305285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -305294.031250 Penalty: 2562.976318
	Iteration 58Q: 3 clusters Score -305294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -305300.687500 Penalty: 2562.976318
	Iteration 59Q: 3 clusters Score -305300.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -305309.781250 Penalty: 2562.976318
	Iteration 60F: 3 clusters Score -305309.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -305317.906250 Penalty: 2562.976318
	Iteration 61Q: 3 clusters Score -305317.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -305329.656250 Penalty: 2562.976318
	Iteration 62Q: 3 clusters Score -305329.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -305337.375000 Penalty: 2562.976318
	Iteration 63Q: 3 clusters Score -305337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -305341.031250 Penalty: 2562.976318
	Iteration 64Q: 3 clusters Score -305341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -305345.531250 Penalty: 2562.976318
	Iteration 65Q: 3 clusters Score -305345.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -305348.031250 Penalty: 2562.976318
	Iteration 66Q: 3 clusters Score -305348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -305350.750000 Penalty: 2562.976318
	Iteration 67Q: 3 clusters Score -305350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -305354.562500 Penalty: 2562.976318
	Iteration 68Q: 3 clusters Score -305354.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -305358.968750 Penalty: 2562.976318
	Iteration 69Q: 3 clusters Score -305359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -305362.906250 Penalty: 2562.976318
	Iteration 70Q: 3 clusters Score -305362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -305364.750000 Penalty: 2562.976318
	Iteration 71Q: 3 clusters Score -305364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -305365.906250 Penalty: 2562.976318
	Iteration 72Q: 3 clusters Score -305365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -305367.031250 Penalty: 2562.976318
	Iteration 73Q: 3 clusters Score -305367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -305367.531250 Penalty: 2562.976318
	Iteration 74Q: 3 clusters Score -305367.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -305368.468750 Penalty: 2562.976318
	Iteration 75Q: 3 clusters Score -305368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -305369.375000 Penalty: 2562.976318
	Iteration 76Q: 3 clusters Score -305369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -305369.625000 Penalty: 2562.976318
	Iteration 77Q: 3 clusters Score -305369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -305371.062500 Penalty: 2562.976318
	Iteration 78Q: 3 clusters Score -305371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -305373.062500 Penalty: 2562.976318
	Iteration 79Q: 3 clusters Score -305373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -305374.218750 Penalty: 2562.976318
	Iteration 80F: 3 clusters Score -305374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -305376.062500 Penalty: 2562.976318
	Iteration 81Q: 3 clusters Score -305376.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -305378.937500 Penalty: 2562.976318
	Iteration 82Q: 3 clusters Score -305378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -305380.156250 Penalty: 2562.976318
	Iteration 83Q: 3 clusters Score -305380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -305380.656250 Penalty: 2562.976318
	Iteration 84Q: 3 clusters Score -305380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -305380.968750 Penalty: 2562.976318
	Iteration 85Q: 3 clusters Score -305381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -305382.343750 Penalty: 2562.976318
	Iteration 86Q: 3 clusters Score -305382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -305382.281250 Penalty: 2562.976318
	Iteration 87Q: 3 clusters Score -305382.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -305382.625000 Penalty: 2562.976318
	Iteration 88Q: 3 clusters Score -305382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -305383.593750 Penalty: 2562.976318
	Iteration 89Q: 3 clusters Score -305383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -305383.500000 Penalty: 2562.976318
	Iteration 90Q: 3 clusters Score -305383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -305383.500000 Penalty: 2562.976318
	Iteration 91F: 3 clusters Score -305383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -43657.976562 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -43657.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42705.308594 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -42705.31 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43011.992188 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -43011.99 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43196.957031 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -43196.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43282.394531 Penalty: 1981.143066
	Iteration 3F: 3 clusters Score -43282.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -43324.843750 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -43324.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -43345.539062 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -43345.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43353.207031 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -43353.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43353.207031 Penalty: 1981.143066
	Iteration 7F: 3 clusters Score -43353.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -11671.138672 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -11671.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11183.627930 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -11183.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11263.823242 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -11263.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11279.408203 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -11279.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11286.482422 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -11286.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11288.297852 Penalty: 1612.924561
	Iteration 4Q: 3 clusters Score -11288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11288.297852 Penalty: 1612.924561
	Iteration 5F: 3 clusters Score -11288.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -115228.687500 Penalty: 1123.158936
	Iteration 0F: 2 clusters Score -115228.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113753.507812 Penalty: 2246.317871
	Iteration 0F: 3 clusters Score -113753.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113990.039062 Penalty: 2246.317871
	Iteration 1F: 3 clusters Score -113990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114061.132812 Penalty: 2246.317871
	Iteration 2F: 3 clusters Score -114061.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -114109.507812 Penalty: 2246.317871
	Iteration 3Q: 3 clusters Score -114109.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -114146.742188 Penalty: 2246.317871
	Iteration 4Q: 3 clusters Score -114146.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -114169.523438 Penalty: 2246.317871
	Iteration 5Q: 3 clusters Score -114169.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -114179.101562 Penalty: 2246.317871
	Iteration 6Q: 3 clusters Score -114179.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -114193.429688 Penalty: 2246.317871
	Iteration 7Q: 3 clusters Score -114193.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -114201.921875 Penalty: 2246.317871
	Iteration 8Q: 3 clusters Score -114201.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114207.328125 Penalty: 2246.317871
	Iteration 9Q: 3 clusters Score -114207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -114208.484375 Penalty: 2246.317871
	Iteration 10Q: 3 clusters Score -114208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -114208.484375 Penalty: 2246.317871
	Iteration 11F: 3 clusters Score -114208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 28437 members 
Mstep: Class 4 contains 135055 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 96971 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 1324 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 11978 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4244 members 
Mstep: Class 14 contains 28528 members 
Mstep: Class 15 contains 30200 members 
Mstep: Class 16 contains 19968 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 41993 members 
Mstep: Class 19 contains 12641 members 
Mstep: Class 20 contains 35568 members 
Mstep: Class 21 contains 108105 members 
Mstep: Class 22 contains 90096 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14649 members 
Mstep: Class 25 contains 2660 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209216.000000 Penalty: 61608.199219
Iteration 199Q: 29 clusters Score -8.620922e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 28439 members 
Mstep: Class 4 contains 135046 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 97140 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4299 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 11977 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4247 members 
Mstep: Class 14 contains 28530 members 
Mstep: Class 15 contains 30192 members 
Mstep: Class 16 contains 19976 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 41688 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 35570 members 
Mstep: Class 21 contains 108188 members 
Mstep: Class 22 contains 90167 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14646 members 
Mstep: Class 25 contains 2660 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209000.000000 Penalty: 61608.199219
Iteration 200F: 29 clusters Score -8.6209e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 28441 members 
Mstep: Class 4 contains 135043 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 97312 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 11973 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4248 members 
Mstep: Class 14 contains 28532 members 
Mstep: Class 15 contains 30188 members 
Mstep: Class 16 contains 19965 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 41376 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35568 members 
Mstep: Class 21 contains 108284 members 
Mstep: Class 22 contains 90242 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14642 members 
Mstep: Class 25 contains 2659 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208800.000000 Penalty: 61608.199219
Iteration 201Q: 29 clusters Score -8.62088e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 28444 members 
Mstep: Class 4 contains 135032 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 97494 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4239 members 
Mstep: Class 9 contains 1327 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 11963 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4250 members 
Mstep: Class 14 contains 28530 members 
Mstep: Class 15 contains 30182 members 
Mstep: Class 16 contains 19963 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 41082 members 
Mstep: Class 19 contains 12634 members 
Mstep: Class 20 contains 35569 members 
Mstep: Class 21 contains 108367 members 
Mstep: Class 22 contains 90324 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14640 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208840.000000 Penalty: 61608.199219
Iteration 202Q: 29 clusters Score -8.620884e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 28444 members 
Mstep: Class 4 contains 135002 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 97698 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 4779 members 
Mstep: Class 11 contains 11954 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 28525 members 
Mstep: Class 15 contains 30181 members 
Mstep: Class 16 contains 19966 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 40778 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 35567 members 
Mstep: Class 21 contains 108431 members 
Mstep: Class 22 contains 90412 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14638 members 
Mstep: Class 25 contains 2656 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208848.000000 Penalty: 61608.199219
Iteration 203Q: 29 clusters Score -8.620885e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 28444 members 
Mstep: Class 4 contains 134977 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 97918 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 4786 members 
Mstep: Class 11 contains 11939 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 28526 members 
Mstep: Class 15 contains 30175 members 
Mstep: Class 16 contains 19968 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 40481 members 
Mstep: Class 19 contains 12629 members 
Mstep: Class 20 contains 35567 members 
Mstep: Class 21 contains 108481 members 
Mstep: Class 22 contains 90498 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14637 members 
Mstep: Class 25 contains 2655 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208864.000000 Penalty: 61608.199219
Iteration 204Q: 29 clusters Score -8.620886e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 28444 members 
Mstep: Class 4 contains 134966 members 
Mstep: Class 5 contains 4739 members 
Mstep: Class 6 contains 98128 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 4794 members 
Mstep: Class 11 contains 11926 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4274 members 
Mstep: Class 14 contains 28528 members 
Mstep: Class 15 contains 30165 members 
Mstep: Class 16 contains 19971 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 40219 members 
Mstep: Class 19 contains 12624 members 
Mstep: Class 20 contains 35563 members 
Mstep: Class 21 contains 108530 members 
Mstep: Class 22 contains 90565 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14631 members 
Mstep: Class 25 contains 2655 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208952.000000 Penalty: 61608.199219
Iteration 205Q: 29 clusters Score -8.620895e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 28444 members 
Mstep: Class 4 contains 134960 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 98338 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 4797 members 
Mstep: Class 11 contains 11917 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4282 members 
Mstep: Class 14 contains 28523 members 
Mstep: Class 15 contains 30155 members 
Mstep: Class 16 contains 19969 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 39958 members 
Mstep: Class 19 contains 12624 members 
Mstep: Class 20 contains 35559 members 
Mstep: Class 21 contains 108575 members 
Mstep: Class 22 contains 90622 members 
Mstep: Class 23 contains 6272 members 
Mstep: Class 24 contains 14626 members 
Mstep: Class 25 contains 2654 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209008.000000 Penalty: 61608.199219
Iteration 206Q: 29 clusters Score -8.620901e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 28440 members 
Mstep: Class 4 contains 134957 members 
Mstep: Class 5 contains 4740 members 
Mstep: Class 6 contains 98531 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 11909 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4286 members 
Mstep: Class 14 contains 28518 members 
Mstep: Class 15 contains 30147 members 
Mstep: Class 16 contains 19959 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 39698 members 
Mstep: Class 19 contains 12623 members 
Mstep: Class 20 contains 35552 members 
Mstep: Class 21 contains 108633 members 
Mstep: Class 22 contains 90690 members 
Mstep: Class 23 contains 6272 members 
Mstep: Class 24 contains 14628 members 
Mstep: Class 25 contains 2654 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208920.000000 Penalty: 61608.199219
Iteration 207Q: 29 clusters Score -8.620892e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28431 members 
Mstep: Class 4 contains 134938 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 98753 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 4100 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 11896 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 28513 members 
Mstep: Class 15 contains 30143 members 
Mstep: Class 16 contains 19946 members 
Mstep: Class 17 contains 4817 members 
Mstep: Class 18 contains 39465 members 
Mstep: Class 19 contains 12625 members 
Mstep: Class 20 contains 35542 members 
Mstep: Class 21 contains 108671 members 
Mstep: Class 22 contains 90734 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14627 members 
Mstep: Class 25 contains 2654 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208736.000000 Penalty: 61608.199219
Iteration 208Q: 29 clusters Score -8.620874e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 134920 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 98987 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 4074 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 4817 members 
Mstep: Class 11 contains 11891 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 28510 members 
Mstep: Class 15 contains 30138 members 
Mstep: Class 16 contains 19938 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 39240 members 
Mstep: Class 19 contains 12626 members 
Mstep: Class 20 contains 35534 members 
Mstep: Class 21 contains 108691 members 
Mstep: Class 22 contains 90774 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14629 members 
Mstep: Class 25 contains 2653 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208752.000000 Penalty: 61608.199219
Iteration 209Q: 29 clusters Score -8.620875e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28419 members 
Mstep: Class 4 contains 134911 members 
Mstep: Class 5 contains 4740 members 
Mstep: Class 6 contains 99207 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 4050 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 4819 members 
Mstep: Class 11 contains 11895 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 28510 members 
Mstep: Class 15 contains 30132 members 
Mstep: Class 16 contains 19922 members 
Mstep: Class 17 contains 4818 members 
Mstep: Class 18 contains 39023 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 35537 members 
Mstep: Class 21 contains 108716 members 
Mstep: Class 22 contains 90796 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14627 members 
Mstep: Class 25 contains 2651 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208704.000000 Penalty: 61608.199219
Iteration 210Q: 29 clusters Score -8.62087e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 134917 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 99423 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 4822 members 
Mstep: Class 11 contains 11887 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 28513 members 
Mstep: Class 15 contains 30128 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 4816 members 
Mstep: Class 18 contains 38790 members 
Mstep: Class 19 contains 12626 members 
Mstep: Class 20 contains 35530 members 
Mstep: Class 21 contains 108739 members 
Mstep: Class 22 contains 90827 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14628 members 
Mstep: Class 25 contains 2651 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208680.000000 Penalty: 61608.199219
Iteration 211Q: 29 clusters Score -8.620868e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28430 members 
Mstep: Class 4 contains 134915 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 99683 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3986 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 4820 members 
Mstep: Class 11 contains 11884 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4292 members 
Mstep: Class 14 contains 28520 members 
Mstep: Class 15 contains 30125 members 
Mstep: Class 16 contains 19891 members 
Mstep: Class 17 contains 4814 members 
Mstep: Class 18 contains 38541 members 
Mstep: Class 19 contains 12629 members 
Mstep: Class 20 contains 35528 members 
Mstep: Class 21 contains 108742 members 
Mstep: Class 22 contains 90859 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14629 members 
Mstep: Class 25 contains 2651 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208632.000000 Penalty: 61608.199219
Iteration 212Q: 29 clusters Score -8.620863e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28433 members 
Mstep: Class 4 contains 134906 members 
Mstep: Class 5 contains 4742 members 
Mstep: Class 6 contains 99917 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 4817 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4293 members 
Mstep: Class 14 contains 28516 members 
Mstep: Class 15 contains 30122 members 
Mstep: Class 16 contains 19884 members 
Mstep: Class 17 contains 4814 members 
Mstep: Class 18 contains 38304 members 
Mstep: Class 19 contains 12630 members 
Mstep: Class 20 contains 35532 members 
Mstep: Class 21 contains 108759 members 
Mstep: Class 22 contains 90892 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14632 members 
Mstep: Class 25 contains 2652 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208840.000000 Penalty: 61608.199219
Iteration 213Q: 29 clusters Score -8.620884e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 134887 members 
Mstep: Class 5 contains 4740 members 
Mstep: Class 6 contains 100185 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 4814 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4294 members 
Mstep: Class 14 contains 28520 members 
Mstep: Class 15 contains 30119 members 
Mstep: Class 16 contains 19881 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 38063 members 
Mstep: Class 19 contains 12629 members 
Mstep: Class 20 contains 35534 members 
Mstep: Class 21 contains 108760 members 
Mstep: Class 22 contains 90911 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14634 members 
Mstep: Class 25 contains 2652 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208616.000000 Penalty: 61608.199219
Iteration 214Q: 29 clusters Score -8.620862e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28433 members 
Mstep: Class 4 contains 134877 members 
Mstep: Class 5 contains 4740 members 
Mstep: Class 6 contains 100412 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 11851 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4294 members 
Mstep: Class 14 contains 28518 members 
Mstep: Class 15 contains 30115 members 
Mstep: Class 16 contains 19879 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 37837 members 
Mstep: Class 19 contains 12630 members 
Mstep: Class 20 contains 35530 members 
Mstep: Class 21 contains 108771 members 
Mstep: Class 22 contains 90948 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14635 members 
Mstep: Class 25 contains 2652 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208784.000000 Penalty: 61608.199219
Iteration 215Q: 29 clusters Score -8.620878e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28438 members 
Mstep: Class 4 contains 134840 members 
Mstep: Class 5 contains 4739 members 
Mstep: Class 6 contains 100654 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 1321 members 
Mstep: Class 10 contains 4814 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 28518 members 
Mstep: Class 15 contains 30112 members 
Mstep: Class 16 contains 19866 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 37631 members 
Mstep: Class 19 contains 12628 members 
Mstep: Class 20 contains 35530 members 
Mstep: Class 21 contains 108775 members 
Mstep: Class 22 contains 90984 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14635 members 
Mstep: Class 25 contains 2652 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208800.000000 Penalty: 61608.199219
Iteration 216Q: 29 clusters Score -8.62088e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 134806 members 
Mstep: Class 5 contains 4738 members 
Mstep: Class 6 contains 100902 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 4817 members 
Mstep: Class 11 contains 11828 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 28514 members 
Mstep: Class 15 contains 30111 members 
Mstep: Class 16 contains 19859 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 37411 members 
Mstep: Class 19 contains 12625 members 
Mstep: Class 20 contains 35527 members 
Mstep: Class 21 contains 108765 members 
Mstep: Class 22 contains 91037 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14635 members 
Mstep: Class 25 contains 2653 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208808.000000 Penalty: 61608.199219
Iteration 217Q: 29 clusters Score -8.620881e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 28432 members 
Mstep: Class 4 contains 134770 members 
Mstep: Class 5 contains 4741 members 
Mstep: Class 6 contains 101166 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 1318 members 
Mstep: Class 10 contains 4817 members 
Mstep: Class 11 contains 11820 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 28515 members 
Mstep: Class 15 contains 30109 members 
Mstep: Class 16 contains 19845 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 37192 members 
Mstep: Class 19 contains 12625 members 
Mstep: Class 20 contains 35524 members 
Mstep: Class 21 contains 108733 members 
Mstep: Class 22 contains 91095 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 14638 members 
Mstep: Class 25 contains 2653 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208968.000000 Penalty: 61608.199219
Iteration 218Q: 29 clusters Score -8.620897e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28432 members 
Mstep: Class 4 contains 134732 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 101444 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3790 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 11811 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 28517 members 
Mstep: Class 15 contains 30107 members 
Mstep: Class 16 contains 19831 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 36964 members 
Mstep: Class 19 contains 12625 members 
Mstep: Class 20 contains 35526 members 
Mstep: Class 21 contains 108717 members 
Mstep: Class 22 contains 91142 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14634 members 
Mstep: Class 25 contains 2653 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208888.000000 Penalty: 61608.199219
Iteration 219Q: 29 clusters Score -8.620889e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28432 members 
Mstep: Class 4 contains 134690 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 101713 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 11809 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 28512 members 
Mstep: Class 15 contains 30108 members 
Mstep: Class 16 contains 19814 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 36760 members 
Mstep: Class 19 contains 12626 members 
Mstep: Class 20 contains 35523 members 
Mstep: Class 21 contains 108708 members 
Mstep: Class 22 contains 91165 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14636 members 
Mstep: Class 25 contains 2653 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208992.000000 Penalty: 61608.199219
Iteration 220F: 29 clusters Score -8.620899e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28434 members 
Mstep: Class 4 contains 134661 members 
Mstep: Class 5 contains 4749 members 
Mstep: Class 6 contains 101981 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 1306 members 
Mstep: Class 10 contains 4811 members 
Mstep: Class 11 contains 11800 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 28510 members 
Mstep: Class 15 contains 30105 members 
Mstep: Class 16 contains 19798 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 36553 members 
Mstep: Class 19 contains 12625 members 
Mstep: Class 20 contains 35516 members 
Mstep: Class 21 contains 108706 members 
Mstep: Class 22 contains 91185 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14636 members 
Mstep: Class 25 contains 2653 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208976.000000 Penalty: 61608.199219
Iteration 221Q: 29 clusters Score -8.620898e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66974 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28432 members 
Mstep: Class 4 contains 134635 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 102286 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 11793 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 28511 members 
Mstep: Class 15 contains 30100 members 
Mstep: Class 16 contains 19773 members 
Mstep: Class 17 contains 4812 members 
Mstep: Class 18 contains 36332 members 
Mstep: Class 19 contains 12623 members 
Mstep: Class 20 contains 35514 members 
Mstep: Class 21 contains 108662 members 
Mstep: Class 22 contains 91220 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14631 members 
Mstep: Class 25 contains 2656 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209232.000000 Penalty: 61608.199219
Iteration 222Q: 29 clusters Score -8.620923e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28430 members 
Mstep: Class 4 contains 134603 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 102560 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 4811 members 
Mstep: Class 11 contains 11773 members 
Mstep: Class 12 contains 160 members 
Mstep: Class 13 contains 4301 members 
Mstep: Class 14 contains 28519 members 
Mstep: Class 15 contains 30095 members 
Mstep: Class 16 contains 19742 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 36142 members 
Mstep: Class 19 contains 12624 members 
Mstep: Class 20 contains 35516 members 
Mstep: Class 21 contains 108625 members 
Mstep: Class 22 contains 91260 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14630 members 
Mstep: Class 25 contains 2657 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209136.000000 Penalty: 61608.199219
Iteration 223Q: 29 clusters Score -8.620914e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28431 members 
Mstep: Class 4 contains 134571 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 102856 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3672 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 4807 members 
Mstep: Class 11 contains 11763 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4305 members 
Mstep: Class 14 contains 28525 members 
Mstep: Class 15 contains 30092 members 
Mstep: Class 16 contains 19717 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 35938 members 
Mstep: Class 19 contains 12620 members 
Mstep: Class 20 contains 35519 members 
Mstep: Class 21 contains 108584 members 
Mstep: Class 22 contains 91289 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14626 members 
Mstep: Class 25 contains 2655 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208968.000000 Penalty: 61608.199219
Iteration 224Q: 29 clusters Score -8.620897e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 134560 members 
Mstep: Class 5 contains 4746 members 
Mstep: Class 6 contains 103113 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3636 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 4811 members 
Mstep: Class 11 contains 11763 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4308 members 
Mstep: Class 14 contains 28519 members 
Mstep: Class 15 contains 30089 members 
Mstep: Class 16 contains 19690 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 35740 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 35519 members 
Mstep: Class 21 contains 108545 members 
Mstep: Class 22 contains 91329 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14629 members 
Mstep: Class 25 contains 2655 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209200.000000 Penalty: 61608.199219
Iteration 225Q: 29 clusters Score -8.62092e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28417 members 
Mstep: Class 4 contains 134550 members 
Mstep: Class 5 contains 4745 members 
Mstep: Class 6 contains 103382 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 11747 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4313 members 
Mstep: Class 14 contains 28507 members 
Mstep: Class 15 contains 30089 members 
Mstep: Class 16 contains 19665 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 35522 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 35521 members 
Mstep: Class 21 contains 108520 members 
Mstep: Class 22 contains 91365 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14625 members 
Mstep: Class 25 contains 2654 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209296.000000 Penalty: 61608.199219
Iteration 226Q: 29 clusters Score -8.62093e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28410 members 
Mstep: Class 4 contains 134530 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 103659 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 11736 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4321 members 
Mstep: Class 14 contains 28503 members 
Mstep: Class 15 contains 30088 members 
Mstep: Class 16 contains 19648 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 35286 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 35515 members 
Mstep: Class 21 contains 108525 members 
Mstep: Class 22 contains 91384 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14627 members 
Mstep: Class 25 contains 2652 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209184.000000 Penalty: 61608.199219
Iteration 227Q: 29 clusters Score -8.620918e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28407 members 
Mstep: Class 4 contains 134498 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 103925 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3569 members 
Mstep: Class 9 contains 1289 members 
Mstep: Class 10 contains 4813 members 
Mstep: Class 11 contains 11731 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4322 members 
Mstep: Class 14 contains 28507 members 
Mstep: Class 15 contains 30086 members 
Mstep: Class 16 contains 19608 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 35068 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35513 members 
Mstep: Class 21 contains 108518 members 
Mstep: Class 22 contains 91418 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14628 members 
Mstep: Class 25 contains 2649 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209016.000000 Penalty: 61608.199219
Iteration 228Q: 29 clusters Score -8.620902e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28414 members 
Mstep: Class 4 contains 134460 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 104153 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 11717 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4325 members 
Mstep: Class 14 contains 28502 members 
Mstep: Class 15 contains 30087 members 
Mstep: Class 16 contains 19583 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 34844 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 35512 members 
Mstep: Class 21 contains 108528 members 
Mstep: Class 22 contains 91476 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14630 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208928.000000 Penalty: 61608.199219
Iteration 229Q: 29 clusters Score -8.620893e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28421 members 
Mstep: Class 4 contains 134433 members 
Mstep: Class 5 contains 4753 members 
Mstep: Class 6 contains 104345 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 4814 members 
Mstep: Class 11 contains 11693 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4328 members 
Mstep: Class 14 contains 28494 members 
Mstep: Class 15 contains 30087 members 
Mstep: Class 16 contains 19566 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 34614 members 
Mstep: Class 19 contains 12621 members 
Mstep: Class 20 contains 35507 members 
Mstep: Class 21 contains 108545 members 
Mstep: Class 22 contains 91548 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14627 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209152.000000 Penalty: 61608.199219
Iteration 230Q: 29 clusters Score -8.620915e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28428 members 
Mstep: Class 4 contains 134426 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 104535 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 11678 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 14 contains 28484 members 
Mstep: Class 15 contains 30087 members 
Mstep: Class 16 contains 19553 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 34364 members 
Mstep: Class 19 contains 12622 members 
Mstep: Class 20 contains 35502 members 
Mstep: Class 21 contains 108576 members 
Mstep: Class 22 contains 91603 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14626 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209160.000000 Penalty: 61608.199219
Iteration 231Q: 29 clusters Score -8.620916e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28430 members 
Mstep: Class 4 contains 134408 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 104699 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3518 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 11668 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4339 members 
Mstep: Class 14 contains 28480 members 
Mstep: Class 15 contains 30085 members 
Mstep: Class 16 contains 19546 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 34125 members 
Mstep: Class 19 contains 12624 members 
Mstep: Class 20 contains 35495 members 
Mstep: Class 21 contains 108620 members 
Mstep: Class 22 contains 91657 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14628 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209096.000000 Penalty: 61608.199219
Iteration 232Q: 29 clusters Score -8.62091e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28430 members 
Mstep: Class 4 contains 134391 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 104864 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3495 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 4811 members 
Mstep: Class 11 contains 11663 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4340 members 
Mstep: Class 14 contains 28476 members 
Mstep: Class 15 contains 30084 members 
Mstep: Class 16 contains 19531 members 
Mstep: Class 17 contains 4810 members 
Mstep: Class 18 contains 33917 members 
Mstep: Class 19 contains 12626 members 
Mstep: Class 20 contains 35489 members 
Mstep: Class 21 contains 108669 members 
Mstep: Class 22 contains 91689 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14628 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209040.000000 Penalty: 61608.199219
Iteration 233Q: 29 clusters Score -8.620904e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 134379 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 105073 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3477 members 
Mstep: Class 9 contains 1283 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 11654 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4342 members 
Mstep: Class 14 contains 28467 members 
Mstep: Class 15 contains 30084 members 
Mstep: Class 16 contains 19520 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 33700 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 35490 members 
Mstep: Class 21 contains 108700 members 
Mstep: Class 22 contains 91706 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14625 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208888.000000 Penalty: 61608.199219
Iteration 234Q: 29 clusters Score -8.620889e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28422 members 
Mstep: Class 4 contains 134377 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 105268 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3462 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 11647 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 28466 members 
Mstep: Class 15 contains 30083 members 
Mstep: Class 16 contains 19506 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 33494 members 
Mstep: Class 19 contains 12624 members 
Mstep: Class 20 contains 35491 members 
Mstep: Class 21 contains 108730 members 
Mstep: Class 22 contains 91710 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14628 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208784.000000 Penalty: 61608.199219
Iteration 235Q: 29 clusters Score -8.620878e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28422 members 
Mstep: Class 4 contains 134350 members 
Mstep: Class 5 contains 4749 members 
Mstep: Class 6 contains 105449 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3447 members 
Mstep: Class 9 contains 1281 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 11633 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 28467 members 
Mstep: Class 15 contains 30087 members 
Mstep: Class 16 contains 19505 members 
Mstep: Class 17 contains 4804 members 
Mstep: Class 18 contains 33304 members 
Mstep: Class 19 contains 12626 members 
Mstep: Class 20 contains 35486 members 
Mstep: Class 21 contains 108757 members 
Mstep: Class 22 contains 91732 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14625 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208728.000000 Penalty: 61608.199219
Iteration 236Q: 29 clusters Score -8.620873e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 28421 members 
Mstep: Class 4 contains 134328 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 105624 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3433 members 
Mstep: Class 9 contains 1280 members 
Mstep: Class 10 contains 4807 members 
Mstep: Class 11 contains 11614 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 28464 members 
Mstep: Class 15 contains 30087 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 4802 members 
Mstep: Class 18 contains 33111 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 35483 members 
Mstep: Class 21 contains 108793 members 
Mstep: Class 22 contains 91755 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14624 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208776.000000 Penalty: 61608.199219
Iteration 237Q: 29 clusters Score -8.620878e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 134302 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 105789 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3424 members 
Mstep: Class 9 contains 1279 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 11608 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 28466 members 
Mstep: Class 15 contains 30085 members 
Mstep: Class 16 contains 19492 members 
Mstep: Class 17 contains 4802 members 
Mstep: Class 18 contains 32905 members 
Mstep: Class 19 contains 12629 members 
Mstep: Class 20 contains 35480 members 
Mstep: Class 21 contains 108835 members 
Mstep: Class 22 contains 91792 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14622 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208776.000000 Penalty: 61608.199219
Iteration 238Q: 29 clusters Score -8.620878e+07 nChanged 541
Entering ConstructFrom: 
Score: -86208776.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (67367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67367 members 
Entering Unmasked Estep 
Score: -7847055.000000 Penalty: 1806.660400
	Iteration 0F: 2 clusters Score -7847055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -7802201.000000 Penalty: 3613.320801
	Iteration 0F: 3 clusters Score -7802201 nChanged 31972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -7820495.500000 Penalty: 3613.320801
	Iteration 1F: 3 clusters Score -7820496 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -7821131.500000 Penalty: 3613.320801
	Iteration 2Q: 3 clusters Score -7821132 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -7821861.500000 Penalty: 3613.320801
	Iteration 3Q: 3 clusters Score -7821862 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -7822771.000000 Penalty: 3613.320801
	Iteration 4Q: 3 clusters Score -7822771 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -7823804.500000 Penalty: 3613.320801
	Iteration 5Q: 3 clusters Score -7823804 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -7825233.000000 Penalty: 3613.320801
	Iteration 6Q: 3 clusters Score -7825233 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -7826840.500000 Penalty: 3613.320801
	Iteration 7Q: 3 clusters Score -7826840 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -7829305.000000 Penalty: 3613.320801
	Iteration 8F: 3 clusters Score -7829305 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -7832055.500000 Penalty: 3613.320801
	Iteration 9F: 3 clusters Score -7832056 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -7834304.500000 Penalty: 3613.320801
	Iteration 10F: 3 clusters Score -7834304 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -7835656.000000 Penalty: 3613.320801
	Iteration 11Q: 3 clusters Score -7835656 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -7836272.500000 Penalty: 3613.320801
	Iteration 12Q: 3 clusters Score -7836272 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -7836530.000000 Penalty: 3613.320801
	Iteration 13Q: 3 clusters Score -7836530 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -7836834.000000 Penalty: 3613.320801
	Iteration 14Q: 3 clusters Score -7836834 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -7837097.500000 Penalty: 3613.320801
	Iteration 15Q: 3 clusters Score -7837098 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -7837377.500000 Penalty: 3613.320801
	Iteration 16Q: 3 clusters Score -7837378 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -7837689.000000 Penalty: 3613.320801
	Iteration 17Q: 3 clusters Score -7837689 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -7838067.000000 Penalty: 3613.320801
	Iteration 18Q: 3 clusters Score -7838067 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -7838333.500000 Penalty: 3613.320801
	Iteration 19Q: 3 clusters Score -7838334 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -7838709.500000 Penalty: 3613.320801
	Iteration 20F: 3 clusters Score -7838710 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -7839044.500000 Penalty: 3613.320801
	Iteration 21Q: 3 clusters Score -7839044 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -7839415.000000 Penalty: 3613.320801
	Iteration 22Q: 3 clusters Score -7839415 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -7839763.500000 Penalty: 3613.320801
	Iteration 23Q: 3 clusters Score -7839764 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -7840129.500000 Penalty: 3613.320801
	Iteration 24Q: 3 clusters Score -7840130 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -7840499.000000 Penalty: 3613.320801
	Iteration 25Q: 3 clusters Score -7840499 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -7840831.000000 Penalty: 3613.320801
	Iteration 26Q: 3 clusters Score -7840831 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -7841148.000000 Penalty: 3613.320801
	Iteration 27Q: 3 clusters Score -7841148 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -7841473.000000 Penalty: 3613.320801
	Iteration 28Q: 3 clusters Score -7841473 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -7841789.000000 Penalty: 3613.320801
	Iteration 29Q: 3 clusters Score -7841789 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -7842044.500000 Penalty: 3613.320801
	Iteration 30Q: 3 clusters Score -7842044 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -7842311.000000 Penalty: 3613.320801
	Iteration 31Q: 3 clusters Score -7842311 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -7842603.500000 Penalty: 3613.320801
	Iteration 32Q: 3 clusters Score -7842604 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -7842816.000000 Penalty: 3613.320801
	Iteration 33Q: 3 clusters Score -7842816 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -7843062.500000 Penalty: 3613.320801
	Iteration 34Q: 3 clusters Score -7843062 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -7843306.000000 Penalty: 3613.320801
	Iteration 35Q: 3 clusters Score -7843306 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -7843575.000000 Penalty: 3613.320801
	Iteration 36Q: 3 clusters Score -7843575 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -7843807.000000 Penalty: 3613.320801
	Iteration 37Q: 3 clusters Score -7843807 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -7844038.000000 Penalty: 3613.320801
	Iteration 38Q: 3 clusters Score -7844038 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7844205.000000 Penalty: 3613.320801
	Iteration 39Q: 3 clusters Score -7844205 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -7844370.500000 Penalty: 3613.320801
	Iteration 40F: 3 clusters Score -7844370 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63360 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -7844488.500000 Penalty: 3613.320801
	Iteration 41Q: 3 clusters Score -7844488 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -7844601.000000 Penalty: 3613.320801
	Iteration 42Q: 3 clusters Score -7844601 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7844706.500000 Penalty: 3613.320801
	Iteration 43Q: 3 clusters Score -7844706 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -7844768.000000 Penalty: 3613.320801
	Iteration 44Q: 3 clusters Score -7844768 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7844855.000000 Penalty: 3613.320801
	Iteration 45Q: 3 clusters Score -7844855 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -7844905.000000 Penalty: 3613.320801
	Iteration 46Q: 3 clusters Score -7844905 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7844985.000000 Penalty: 3613.320801
	Iteration 47Q: 3 clusters Score -7844985 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7845021.000000 Penalty: 3613.320801
	Iteration 48Q: 3 clusters Score -7845021 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7845085.000000 Penalty: 3613.320801
	Iteration 49Q: 3 clusters Score -7845085 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7845132.500000 Penalty: 3613.320801
	Iteration 50Q: 3 clusters Score -7845132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7845190.000000 Penalty: 3613.320801
	Iteration 51Q: 3 clusters Score -7845190 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7845228.500000 Penalty: 3613.320801
	Iteration 52Q: 3 clusters Score -7845228 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7845239.000000 Penalty: 3613.320801
	Iteration 53Q: 3 clusters Score -7845239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7845269.000000 Penalty: 3613.320801
	Iteration 54Q: 3 clusters Score -7845269 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7845282.500000 Penalty: 3613.320801
	Iteration 55Q: 3 clusters Score -7845282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7845294.000000 Penalty: 3613.320801
	Iteration 56Q: 3 clusters Score -7845294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7845310.500000 Penalty: 3613.320801
	Iteration 57Q: 3 clusters Score -7845310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7845334.000000 Penalty: 3613.320801
	Iteration 58Q: 3 clusters Score -7845334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7845346.000000 Penalty: 3613.320801
	Iteration 59Q: 3 clusters Score -7845346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7845351.500000 Penalty: 3613.320801
	Iteration 60F: 3 clusters Score -7845352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7845364.500000 Penalty: 3613.320801
	Iteration 61Q: 3 clusters Score -7845364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7845383.000000 Penalty: 3613.320801
	Iteration 62Q: 3 clusters Score -7845383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7845405.000000 Penalty: 3613.320801
	Iteration 63Q: 3 clusters Score -7845405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7845426.000000 Penalty: 3613.320801
	Iteration 64Q: 3 clusters Score -7845426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7845435.500000 Penalty: 3613.320801
	Iteration 65Q: 3 clusters Score -7845436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7845444.500000 Penalty: 3613.320801
	Iteration 66Q: 3 clusters Score -7845444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7845451.500000 Penalty: 3613.320801
	Iteration 67Q: 3 clusters Score -7845452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7845456.000000 Penalty: 3613.320801
	Iteration 68Q: 3 clusters Score -7845456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7845453.500000 Penalty: 3613.320801
	Iteration 69Q: 3 clusters Score -7845454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7845455.500000 Penalty: 3613.320801
	Iteration 70Q: 3 clusters Score -7845456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7845462.500000 Penalty: 3613.320801
	Iteration 71Q: 3 clusters Score -7845462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7845475.000000 Penalty: 3613.320801
	Iteration 72Q: 3 clusters Score -7845475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7845469.500000 Penalty: 3613.320801
	Iteration 73Q: 3 clusters Score -7845470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7845474.000000 Penalty: 3613.320801
	Iteration 74Q: 3 clusters Score -7845474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7845477.000000 Penalty: 3613.320801
	Iteration 75Q: 3 clusters Score -7845477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7845475.000000 Penalty: 3613.320801
	Iteration 76Q: 3 clusters Score -7845475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7845472.500000 Penalty: 3613.320801
	Iteration 77Q: 3 clusters Score -7845472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7845474.000000 Penalty: 3613.320801
	Iteration 78Q: 3 clusters Score -7845474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7845479.000000 Penalty: 3613.320801
	Iteration 79Q: 3 clusters Score -7845479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7845474.500000 Penalty: 3613.320801
	Iteration 80F: 3 clusters Score -7845474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7845471.000000 Penalty: 3613.320801
	Iteration 81Q: 3 clusters Score -7845471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7845469.000000 Penalty: 3613.320801
	Iteration 82Q: 3 clusters Score -7845469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7845467.000000 Penalty: 3613.320801
	Iteration 83Q: 3 clusters Score -7845467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7845468.500000 Penalty: 3613.320801
	Iteration 84Q: 3 clusters Score -7845468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7845467.000000 Penalty: 3613.320801
	Iteration 85Q: 3 clusters Score -7845467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7845475.000000 Penalty: 3613.320801
	Iteration 86Q: 3 clusters Score -7845475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7845473.500000 Penalty: 3613.320801
	Iteration 87Q: 3 clusters Score -7845474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7845473.500000 Penalty: 3613.320801
	Iteration 88F: 3 clusters Score -7845474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -347064.500000 Penalty: 1308.135620
	Iteration 0F: 2 clusters Score -347064.5 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 1613 members 
Entering Unmasked Estep 
Score: -344301.625000 Penalty: 2616.271240
	Iteration 0F: 3 clusters Score -344301.6 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -345033.312500 Penalty: 2616.271240
	Iteration 1F: 3 clusters Score -345033.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -345167.375000 Penalty: 2616.271240
	Iteration 2F: 3 clusters Score -345167.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -345240.500000 Penalty: 2616.271240
	Iteration 3Q: 3 clusters Score -345240.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -345286.031250 Penalty: 2616.271240
	Iteration 4Q: 3 clusters Score -345286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -345318.781250 Penalty: 2616.271240
	Iteration 5Q: 3 clusters Score -345318.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -345343.062500 Penalty: 2616.271240
	Iteration 6Q: 3 clusters Score -345343.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -345366.468750 Penalty: 2616.271240
	Iteration 7Q: 3 clusters Score -345366.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -345391.406250 Penalty: 2616.271240
	Iteration 8Q: 3 clusters Score -345391.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -345413.750000 Penalty: 2616.271240
	Iteration 9Q: 3 clusters Score -345413.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -345440.343750 Penalty: 2616.271240
	Iteration 10Q: 3 clusters Score -345440.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -345470.843750 Penalty: 2616.271240
	Iteration 11Q: 3 clusters Score -345470.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -345504.718750 Penalty: 2616.271240
	Iteration 12Q: 3 clusters Score -345504.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -345547.468750 Penalty: 2616.271240
	Iteration 13Q: 3 clusters Score -345547.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -345593.500000 Penalty: 2616.271240
	Iteration 14Q: 3 clusters Score -345593.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -345659.625000 Penalty: 2616.271240
	Iteration 15Q: 3 clusters Score -345659.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -345728.656250 Penalty: 2616.271240
	Iteration 16Q: 3 clusters Score -345728.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -345788.062500 Penalty: 2616.271240
	Iteration 17Q: 3 clusters Score -345788.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -345826.656250 Penalty: 2616.271240
	Iteration 18Q: 3 clusters Score -345826.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -345860.468750 Penalty: 2616.271240
	Iteration 19Q: 3 clusters Score -345860.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -345882.093750 Penalty: 2616.271240
	Iteration 20F: 3 clusters Score -345882.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -345897.718750 Penalty: 2616.271240
	Iteration 21Q: 3 clusters Score -345897.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -345919.031250 Penalty: 2616.271240
	Iteration 22Q: 3 clusters Score -345919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -345939.187500 Penalty: 2616.271240
	Iteration 23Q: 3 clusters Score -345939.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -345946.562500 Penalty: 2616.271240
	Iteration 24Q: 3 clusters Score -345946.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -345954.156250 Penalty: 2616.271240
	Iteration 25Q: 3 clusters Score -345954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -345959.781250 Penalty: 2616.271240
	Iteration 26Q: 3 clusters Score -345959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -345962.906250 Penalty: 2616.271240
	Iteration 27Q: 3 clusters Score -345962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -345967.718750 Penalty: 2616.271240
	Iteration 28Q: 3 clusters Score -345967.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -345973.000000 Penalty: 2616.271240
	Iteration 29Q: 3 clusters Score -345973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -345976.031250 Penalty: 2616.271240
	Iteration 30Q: 3 clusters Score -345976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -345977.218750 Penalty: 2616.271240
	Iteration 31Q: 3 clusters Score -345977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -345977.312500 Penalty: 2616.271240
	Iteration 32Q: 3 clusters Score -345977.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -345977.312500 Penalty: 2616.271240
	Iteration 33F: 3 clusters Score -345977.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Entering Unmasked Estep 
Score: -3318444.000000 Penalty: 1666.447144
	Iteration 0F: 2 clusters Score -3318444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3299306.250000 Penalty: 3332.894287
	Iteration 0F: 3 clusters Score -3299306 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3306658.250000 Penalty: 3332.894287
	Iteration 1F: 3 clusters Score -3306658 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3307269.500000 Penalty: 3332.894287
	Iteration 2F: 3 clusters Score -3307270 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3308082.750000 Penalty: 3332.894287
	Iteration 3F: 3 clusters Score -3308083 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3309279.000000 Penalty: 3332.894287
	Iteration 4F: 3 clusters Score -3309279 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3310803.750000 Penalty: 3332.894287
	Iteration 5F: 3 clusters Score -3310804 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3312597.750000 Penalty: 3332.894287
	Iteration 6F: 3 clusters Score -3312598 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3314206.000000 Penalty: 3332.894287
	Iteration 7F: 3 clusters Score -3314206 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3315370.500000 Penalty: 3332.894287
	Iteration 8Q: 3 clusters Score -3315370 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3316053.500000 Penalty: 3332.894287
	Iteration 9Q: 3 clusters Score -3316054 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3316477.500000 Penalty: 3332.894287
	Iteration 10Q: 3 clusters Score -3316478 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3316713.250000 Penalty: 3332.894287
	Iteration 11Q: 3 clusters Score -3316713 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3316842.250000 Penalty: 3332.894287
	Iteration 12Q: 3 clusters Score -3316842 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3316933.750000 Penalty: 3332.894287
	Iteration 13Q: 3 clusters Score -3316934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3317002.750000 Penalty: 3332.894287
	Iteration 14Q: 3 clusters Score -3317003 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3317040.250000 Penalty: 3332.894287
	Iteration 15Q: 3 clusters Score -3317040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3317040.250000 Penalty: 3332.894287
	Iteration 16Q: 3 clusters Score -3317040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3317049.750000 Penalty: 3332.894287
	Iteration 17Q: 3 clusters Score -3317050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3317054.250000 Penalty: 3332.894287
	Iteration 18Q: 3 clusters Score -3317054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3317066.500000 Penalty: 3332.894287
	Iteration 19Q: 3 clusters Score -3317066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3317072.000000 Penalty: 3332.894287
	Iteration 20F: 3 clusters Score -3317072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3317074.500000 Penalty: 3332.894287
	Iteration 21Q: 3 clusters Score -3317074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3317078.500000 Penalty: 3332.894287
	Iteration 22Q: 3 clusters Score -3317078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3317074.750000 Penalty: 3332.894287
	Iteration 23Q: 3 clusters Score -3317075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3317077.750000 Penalty: 3332.894287
	Iteration 24Q: 3 clusters Score -3317078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3317082.500000 Penalty: 3332.894287
	Iteration 25Q: 3 clusters Score -3317082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3317085.000000 Penalty: 3332.894287
	Iteration 26Q: 3 clusters Score -3317085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3317091.000000 Penalty: 3332.894287
	Iteration 27Q: 3 clusters Score -3317091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3317099.750000 Penalty: 3332.894287
	Iteration 28Q: 3 clusters Score -3317100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3317110.500000 Penalty: 3332.894287
	Iteration 29Q: 3 clusters Score -3317110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3317114.500000 Penalty: 3332.894287
	Iteration 30Q: 3 clusters Score -3317114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3317117.250000 Penalty: 3332.894287
	Iteration 31Q: 3 clusters Score -3317117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3317117.750000 Penalty: 3332.894287
	Iteration 32Q: 3 clusters Score -3317118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3317115.750000 Penalty: 3332.894287
	Iteration 33Q: 3 clusters Score -3317116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3317122.000000 Penalty: 3332.894287
	Iteration 34Q: 3 clusters Score -3317122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3317120.000000 Penalty: 3332.894287
	Iteration 35Q: 3 clusters Score -3317120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3317120.000000 Penalty: 3332.894287
	Iteration 36F: 3 clusters Score -3317120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (134290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134290 members 
Entering Unmasked Estep 
Score: -15439111.000000 Penalty: 1918.760620
	Iteration 0F: 2 clusters Score -1.543911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -15354676.000000 Penalty: 3837.521240
	Iteration 0F: 3 clusters Score -1.535468e+07 nChanged 64736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -15392577.000000 Penalty: 3837.521240
	Iteration 1F: 3 clusters Score -1.539258e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -15393564.000000 Penalty: 3837.521240
	Iteration 2Q: 3 clusters Score -1.539356e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -15394626.000000 Penalty: 3837.521240
	Iteration 3Q: 3 clusters Score -1.539463e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -15396227.000000 Penalty: 3837.521240
	Iteration 4Q: 3 clusters Score -1.539623e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -15398562.000000 Penalty: 3837.521240
	Iteration 5Q: 3 clusters Score -1.539856e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -15401977.000000 Penalty: 3837.521240
	Iteration 6Q: 3 clusters Score -1.540198e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -15406467.000000 Penalty: 3837.521240
	Iteration 7F: 3 clusters Score -1.540647e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80468 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -15412151.000000 Penalty: 3837.521240
	Iteration 8F: 3 clusters Score -1.541215e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -15417842.000000 Penalty: 3837.521240
	Iteration 9F: 3 clusters Score -1.541784e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -15422498.000000 Penalty: 3837.521240
	Iteration 10F: 3 clusters Score -1.54225e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89897 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -15424756.000000 Penalty: 3837.521240
	Iteration 11Q: 3 clusters Score -1.542476e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -15426168.000000 Penalty: 3837.521240
	Iteration 12Q: 3 clusters Score -1.542617e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96079 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -15427339.000000 Penalty: 3837.521240
	Iteration 13Q: 3 clusters Score -1.542734e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -15428721.000000 Penalty: 3837.521240
	Iteration 14Q: 3 clusters Score -1.542872e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102397 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -15430105.000000 Penalty: 3837.521240
	Iteration 15Q: 3 clusters Score -1.54301e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105440 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -15431448.000000 Penalty: 3837.521240
	Iteration 16Q: 3 clusters Score -1.543145e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108301 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -15432683.000000 Penalty: 3837.521240
	Iteration 17Q: 3 clusters Score -1.543268e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110958 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -15433960.000000 Penalty: 3837.521240
	Iteration 18Q: 3 clusters Score -1.543396e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -15435063.000000 Penalty: 3837.521240
	Iteration 19Q: 3 clusters Score -1.543506e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115431 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -15435765.000000 Penalty: 3837.521240
	Iteration 20F: 3 clusters Score -1.543576e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117205 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -15436369.000000 Penalty: 3837.521240
	Iteration 21Q: 3 clusters Score -1.543637e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118806 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -15436891.000000 Penalty: 3837.521240
	Iteration 22Q: 3 clusters Score -1.543689e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120221 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -15437167.000000 Penalty: 3837.521240
	Iteration 23Q: 3 clusters Score -1.543717e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121420 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -15437361.000000 Penalty: 3837.521240
	Iteration 24Q: 3 clusters Score -1.543736e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122502 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -15437508.000000 Penalty: 3837.521240
	Iteration 25Q: 3 clusters Score -1.543751e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123511 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -15437681.000000 Penalty: 3837.521240
	Iteration 26Q: 3 clusters Score -1.543768e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124363 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -15437735.000000 Penalty: 3837.521240
	Iteration 27Q: 3 clusters Score -1.543774e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125104 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -15437828.000000 Penalty: 3837.521240
	Iteration 28Q: 3 clusters Score -1.543783e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -15437925.000000 Penalty: 3837.521240
	Iteration 29Q: 3 clusters Score -1.543792e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126419 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -15437937.000000 Penalty: 3837.521240
	Iteration 30Q: 3 clusters Score -1.543794e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126975 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -15438060.000000 Penalty: 3837.521240
	Iteration 31Q: 3 clusters Score -1.543806e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127494 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -15438000.000000 Penalty: 3837.521240
	Iteration 32Q: 3 clusters Score -1.5438e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127977 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -15438029.000000 Penalty: 3837.521240
	Iteration 33Q: 3 clusters Score -1.543803e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128420 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -15438022.000000 Penalty: 3837.521240
	Iteration 34Q: 3 clusters Score -1.543802e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128804 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -15437968.000000 Penalty: 3837.521240
	Iteration 35Q: 3 clusters Score -1.543797e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129138 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -15438000.000000 Penalty: 3837.521240
	Iteration 36Q: 3 clusters Score -1.5438e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129435 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -15437957.000000 Penalty: 3837.521240
	Iteration 37Q: 3 clusters Score -1.543796e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129711 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -15437945.000000 Penalty: 3837.521240
	Iteration 38Q: 3 clusters Score -1.543794e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129967 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -15437927.000000 Penalty: 3837.521240
	Iteration 39Q: 3 clusters Score -1.543793e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130207 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -15437901.000000 Penalty: 3837.521240
	Iteration 40F: 3 clusters Score -1.54379e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130411 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -15437910.000000 Penalty: 3837.521240
	Iteration 41Q: 3 clusters Score -1.543791e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130620 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -15437869.000000 Penalty: 3837.521240
	Iteration 42Q: 3 clusters Score -1.543787e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130825 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -15437864.000000 Penalty: 3837.521240
	Iteration 43Q: 3 clusters Score -1.543786e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131011 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -15437832.000000 Penalty: 3837.521240
	Iteration 44Q: 3 clusters Score -1.543783e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131152 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -15437786.000000 Penalty: 3837.521240
	Iteration 45Q: 3 clusters Score -1.543779e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131295 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -15437740.000000 Penalty: 3837.521240
	Iteration 46Q: 3 clusters Score -1.543774e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131419 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -15437751.000000 Penalty: 3837.521240
	Iteration 47Q: 3 clusters Score -1.543775e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -15437721.000000 Penalty: 3837.521240
	Iteration 48Q: 3 clusters Score -1.543772e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131667 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -15437731.000000 Penalty: 3837.521240
	Iteration 49Q: 3 clusters Score -1.543773e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131781 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -15437754.000000 Penalty: 3837.521240
	Iteration 50Q: 3 clusters Score -1.543775e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131891 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -15437711.000000 Penalty: 3837.521240
	Iteration 51Q: 3 clusters Score -1.543771e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131982 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -15437742.000000 Penalty: 3837.521240
	Iteration 52Q: 3 clusters Score -1.543774e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132064 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -15437717.000000 Penalty: 3837.521240
	Iteration 53Q: 3 clusters Score -1.543772e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132134 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -15437756.000000 Penalty: 3837.521240
	Iteration 54Q: 3 clusters Score -1.543776e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132198 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -15437736.000000 Penalty: 3837.521240
	Iteration 55Q: 3 clusters Score -1.543774e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132264 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -15437726.000000 Penalty: 3837.521240
	Iteration 56Q: 3 clusters Score -1.543773e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132323 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -15437732.000000 Penalty: 3837.521240
	Iteration 57Q: 3 clusters Score -1.543773e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132389 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15437746.000000 Penalty: 3837.521240
	Iteration 58Q: 3 clusters Score -1.543775e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132449 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -15437727.000000 Penalty: 3837.521240
	Iteration 59Q: 3 clusters Score -1.543773e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132505 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -15437701.000000 Penalty: 3837.521240
	Iteration 60F: 3 clusters Score -1.54377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132558 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -15437715.000000 Penalty: 3837.521240
	Iteration 61Q: 3 clusters Score -1.543772e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132613 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -15437716.000000 Penalty: 3837.521240
	Iteration 62Q: 3 clusters Score -1.543772e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132655 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -15437741.000000 Penalty: 3837.521240
	Iteration 63Q: 3 clusters Score -1.543774e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132697 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -15437732.000000 Penalty: 3837.521240
	Iteration 64Q: 3 clusters Score -1.543773e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132733 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -15437738.000000 Penalty: 3837.521240
	Iteration 65Q: 3 clusters Score -1.543774e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132780 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -15437720.000000 Penalty: 3837.521240
	Iteration 66Q: 3 clusters Score -1.543772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132826 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -15437722.000000 Penalty: 3837.521240
	Iteration 67Q: 3 clusters Score -1.543772e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132879 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -15437725.000000 Penalty: 3837.521240
	Iteration 68Q: 3 clusters Score -1.543772e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132921 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15437705.000000 Penalty: 3837.521240
	Iteration 69Q: 3 clusters Score -1.54377e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132961 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -15437710.000000 Penalty: 3837.521240
	Iteration 70Q: 3 clusters Score -1.543771e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133002 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15437700.000000 Penalty: 3837.521240
	Iteration 71Q: 3 clusters Score -1.54377e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133037 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -15437713.000000 Penalty: 3837.521240
	Iteration 72Q: 3 clusters Score -1.543771e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133062 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -15437687.000000 Penalty: 3837.521240
	Iteration 73Q: 3 clusters Score -1.543769e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133083 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15437689.000000 Penalty: 3837.521240
	Iteration 74Q: 3 clusters Score -1.543769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133108 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15437673.000000 Penalty: 3837.521240
	Iteration 75Q: 3 clusters Score -1.543767e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133140 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -15437687.000000 Penalty: 3837.521240
	Iteration 76Q: 3 clusters Score -1.543769e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133168 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -15437690.000000 Penalty: 3837.521240
	Iteration 77Q: 3 clusters Score -1.543769e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133192 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -15437671.000000 Penalty: 3837.521240
	Iteration 78Q: 3 clusters Score -1.543767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133212 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -15437657.000000 Penalty: 3837.521240
	Iteration 79Q: 3 clusters Score -1.543766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133229 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -15437675.000000 Penalty: 3837.521240
	Iteration 80F: 3 clusters Score -1.543768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133242 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -15437674.000000 Penalty: 3837.521240
	Iteration 81Q: 3 clusters Score -1.543767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133253 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -15437665.000000 Penalty: 3837.521240
	Iteration 82Q: 3 clusters Score -1.543766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133268 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -15437677.000000 Penalty: 3837.521240
	Iteration 83Q: 3 clusters Score -1.543768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133281 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -15437671.000000 Penalty: 3837.521240
	Iteration 84Q: 3 clusters Score -1.543767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133291 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -15437681.000000 Penalty: 3837.521240
	Iteration 85Q: 3 clusters Score -1.543768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133302 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -15437679.000000 Penalty: 3837.521240
	Iteration 86Q: 3 clusters Score -1.543768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133309 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -15437681.000000 Penalty: 3837.521240
	Iteration 87Q: 3 clusters Score -1.543768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133320 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -15437674.000000 Penalty: 3837.521240
	Iteration 88Q: 3 clusters Score -1.543767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133331 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -15437664.000000 Penalty: 3837.521240
	Iteration 89Q: 3 clusters Score -1.543766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133342 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -15437667.000000 Penalty: 3837.521240
	Iteration 90Q: 3 clusters Score -1.543767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133356 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -15437678.000000 Penalty: 3837.521240
	Iteration 91Q: 3 clusters Score -1.543768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133369 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -15437668.000000 Penalty: 3837.521240
	Iteration 92Q: 3 clusters Score -1.543767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133385 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15437666.000000 Penalty: 3837.521240
	Iteration 93Q: 3 clusters Score -1.543767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133405 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -15437659.000000 Penalty: 3837.521240
	Iteration 94Q: 3 clusters Score -1.543766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133430 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15437658.000000 Penalty: 3837.521240
	Iteration 95Q: 3 clusters Score -1.543766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133453 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -15437663.000000 Penalty: 3837.521240
	Iteration 96Q: 3 clusters Score -1.543766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133467 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -15437671.000000 Penalty: 3837.521240
	Iteration 97Q: 3 clusters Score -1.543767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133476 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15437678.000000 Penalty: 3837.521240
	Iteration 98Q: 3 clusters Score -1.543768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133483 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -15437667.000000 Penalty: 3837.521240
	Iteration 99Q: 3 clusters Score -1.543767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133490 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -15437670.000000 Penalty: 3837.521240
	Iteration 100F: 3 clusters Score -1.543767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133500 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -15437684.000000 Penalty: 3837.521240
	Iteration 101Q: 3 clusters Score -1.543768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133505 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -15437693.000000 Penalty: 3837.521240
	Iteration 102Q: 3 clusters Score -1.543769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133510 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -15437704.000000 Penalty: 3837.521240
	Iteration 103Q: 3 clusters Score -1.54377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133512 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -15437709.000000 Penalty: 3837.521240
	Iteration 104Q: 3 clusters Score -1.543771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133515 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -15437705.000000 Penalty: 3837.521240
	Iteration 105Q: 3 clusters Score -1.54377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133518 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -15437710.000000 Penalty: 3837.521240
	Iteration 106Q: 3 clusters Score -1.543771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133523 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -15437699.000000 Penalty: 3837.521240
	Iteration 107Q: 3 clusters Score -1.54377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133524 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15437703.000000 Penalty: 3837.521240
	Iteration 108Q: 3 clusters Score -1.54377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133526 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -15437702.000000 Penalty: 3837.521240
	Iteration 109Q: 3 clusters Score -1.54377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133526 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -15437702.000000 Penalty: 3837.521240
	Iteration 110F: 3 clusters Score -1.54377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Entering Unmasked Estep 
Score: -553607.750000 Penalty: 1375.708618
	Iteration 0F: 2 clusters Score -553607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -549772.437500 Penalty: 2751.417236
	Iteration 0F: 3 clusters Score -549772.4 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -550814.125000 Penalty: 2751.417236
	Iteration 1F: 3 clusters Score -550814.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -550964.125000 Penalty: 2751.417236
	Iteration 2F: 3 clusters Score -550964.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -551080.062500 Penalty: 2751.417236
	Iteration 3F: 3 clusters Score -551080.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -551167.937500 Penalty: 2751.417236
	Iteration 4Q: 3 clusters Score -551167.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -551243.125000 Penalty: 2751.417236
	Iteration 5Q: 3 clusters Score -551243.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -551310.312500 Penalty: 2751.417236
	Iteration 6Q: 3 clusters Score -551310.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -551373.250000 Penalty: 2751.417236
	Iteration 7Q: 3 clusters Score -551373.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -551443.562500 Penalty: 2751.417236
	Iteration 8Q: 3 clusters Score -551443.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -551515.375000 Penalty: 2751.417236
	Iteration 9Q: 3 clusters Score -551515.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -551595.625000 Penalty: 2751.417236
	Iteration 10Q: 3 clusters Score -551595.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -551673.437500 Penalty: 2751.417236
	Iteration 11Q: 3 clusters Score -551673.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -551757.375000 Penalty: 2751.417236
	Iteration 12Q: 3 clusters Score -551757.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -551836.250000 Penalty: 2751.417236
	Iteration 13Q: 3 clusters Score -551836.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -551915.250000 Penalty: 2751.417236
	Iteration 14Q: 3 clusters Score -551915.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -551989.437500 Penalty: 2751.417236
	Iteration 15Q: 3 clusters Score -551989.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -552048.000000 Penalty: 2751.417236
	Iteration 16Q: 3 clusters Score -552048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -552085.312500 Penalty: 2751.417236
	Iteration 17Q: 3 clusters Score -552085.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -552105.062500 Penalty: 2751.417236
	Iteration 18Q: 3 clusters Score -552105.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -552119.562500 Penalty: 2751.417236
	Iteration 19Q: 3 clusters Score -552119.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -552134.812500 Penalty: 2751.417236
	Iteration 20F: 3 clusters Score -552134.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -552154.750000 Penalty: 2751.417236
	Iteration 21Q: 3 clusters Score -552154.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -552176.375000 Penalty: 2751.417236
	Iteration 22Q: 3 clusters Score -552176.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -552200.312500 Penalty: 2751.417236
	Iteration 23Q: 3 clusters Score -552200.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -552217.812500 Penalty: 2751.417236
	Iteration 24Q: 3 clusters Score -552217.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -552230.562500 Penalty: 2751.417236
	Iteration 25Q: 3 clusters Score -552230.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -552239.062500 Penalty: 2751.417236
	Iteration 26Q: 3 clusters Score -552239.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -552246.937500 Penalty: 2751.417236
	Iteration 27Q: 3 clusters Score -552246.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -552256.625000 Penalty: 2751.417236
	Iteration 28Q: 3 clusters Score -552256.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -552260.937500 Penalty: 2751.417236
	Iteration 29Q: 3 clusters Score -552260.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -552264.250000 Penalty: 2751.417236
	Iteration 30Q: 3 clusters Score -552264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -552263.750000 Penalty: 2751.417236
	Iteration 31Q: 3 clusters Score -552263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -552263.750000 Penalty: 2751.417236
	Iteration 32Q: 3 clusters Score -552263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -552265.062500 Penalty: 2751.417236
	Iteration 33Q: 3 clusters Score -552265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -552265.312500 Penalty: 2751.417236
	Iteration 34Q: 3 clusters Score -552265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -552264.625000 Penalty: 2751.417236
	Iteration 35Q: 3 clusters Score -552264.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -552265.312500 Penalty: 2751.417236
	Iteration 36Q: 3 clusters Score -552265.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -552265.312500 Penalty: 2751.417236
	Iteration 37F: 3 clusters Score -552265.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (105930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Entering Unmasked Estep 
Score: -12434070.000000 Penalty: 1880.211792
	Iteration 0F: 2 clusters Score -1.243407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -12366826.000000 Penalty: 3760.423584
	Iteration 0F: 3 clusters Score -1.236683e+07 nChanged 50892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -12396516.000000 Penalty: 3760.423584
	Iteration 1F: 3 clusters Score -1.239652e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -12397417.000000 Penalty: 3760.423584
	Iteration 2Q: 3 clusters Score -1.239742e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -12398783.000000 Penalty: 3760.423584
	Iteration 3Q: 3 clusters Score -1.239878e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -12400876.000000 Penalty: 3760.423584
	Iteration 4Q: 3 clusters Score -1.240088e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -12404135.000000 Penalty: 3760.423584
	Iteration 5F: 3 clusters Score -1.240414e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -12409397.000000 Penalty: 3760.423584
	Iteration 6F: 3 clusters Score -1.24094e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -12416952.000000 Penalty: 3760.423584
	Iteration 7F: 3 clusters Score -1.241695e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -12423890.000000 Penalty: 3760.423584
	Iteration 8F: 3 clusters Score -1.242389e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
Score: -12427025.000000 Penalty: 3760.423584
	Iteration 9Q: 3 clusters Score -1.242702e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -12428117.000000 Penalty: 3760.423584
	Iteration 10Q: 3 clusters Score -1.242812e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -12428613.000000 Penalty: 3760.423584
	Iteration 11Q: 3 clusters Score -1.242861e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -12429027.000000 Penalty: 3760.423584
	Iteration 12Q: 3 clusters Score -1.242903e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -12429354.000000 Penalty: 3760.423584
	Iteration 13Q: 3 clusters Score -1.242935e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -12429638.000000 Penalty: 3760.423584
	Iteration 14Q: 3 clusters Score -1.242964e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -12429834.000000 Penalty: 3760.423584
	Iteration 15Q: 3 clusters Score -1.242983e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 93213 members 
Entering Unmasked Estep 
Score: -12430006.000000 Penalty: 3760.423584
	Iteration 16Q: 3 clusters Score -1.243001e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -12430183.000000 Penalty: 3760.423584
	Iteration 17Q: 3 clusters Score -1.243018e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 94591 members 
Entering Unmasked Estep 
Score: -12430316.000000 Penalty: 3760.423584
	Iteration 18Q: 3 clusters Score -1.243032e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -12430450.000000 Penalty: 3760.423584
	Iteration 19Q: 3 clusters Score -1.243045e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -12430502.000000 Penalty: 3760.423584
	Iteration 20F: 3 clusters Score -1.24305e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -12430575.000000 Penalty: 3760.423584
	Iteration 21Q: 3 clusters Score -1.243058e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -12430670.000000 Penalty: 3760.423584
	Iteration 22Q: 3 clusters Score -1.243067e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -12430727.000000 Penalty: 3760.423584
	Iteration 23Q: 3 clusters Score -1.243073e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -12430833.000000 Penalty: 3760.423584
	Iteration 24Q: 3 clusters Score -1.243083e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -12430872.000000 Penalty: 3760.423584
	Iteration 25Q: 3 clusters Score -1.243087e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 98698 members 
Entering Unmasked Estep 
Score: -12430911.000000 Penalty: 3760.423584
	Iteration 26Q: 3 clusters Score -1.243091e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 99092 members 
Entering Unmasked Estep 
Score: -12430952.000000 Penalty: 3760.423584
	Iteration 27Q: 3 clusters Score -1.243095e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -12430970.000000 Penalty: 3760.423584
	Iteration 28Q: 3 clusters Score -1.243097e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -12430985.000000 Penalty: 3760.423584
	Iteration 29Q: 3 clusters Score -1.243098e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -12431038.000000 Penalty: 3760.423584
	Iteration 30Q: 3 clusters Score -1.243104e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -12431082.000000 Penalty: 3760.423584
	Iteration 31Q: 3 clusters Score -1.243108e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -12431175.000000 Penalty: 3760.423584
	Iteration 32Q: 3 clusters Score -1.243118e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -12431283.000000 Penalty: 3760.423584
	Iteration 33Q: 3 clusters Score -1.243128e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -12431300.000000 Penalty: 3760.423584
	Iteration 34Q: 3 clusters Score -1.24313e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -12431435.000000 Penalty: 3760.423584
	Iteration 35Q: 3 clusters Score -1.243144e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 101778 members 
Entering Unmasked Estep 
Score: -12431510.000000 Penalty: 3760.423584
	Iteration 36Q: 3 clusters Score -1.243151e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 102036 members 
Entering Unmasked Estep 
Score: -12431559.000000 Penalty: 3760.423584
	Iteration 37Q: 3 clusters Score -1.243156e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 102269 members 
Entering Unmasked Estep 
Score: -12431613.000000 Penalty: 3760.423584
	Iteration 38Q: 3 clusters Score -1.243161e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 102479 members 
Entering Unmasked Estep 
Score: -12431698.000000 Penalty: 3760.423584
	Iteration 39Q: 3 clusters Score -1.24317e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -12431770.000000 Penalty: 3760.423584
	Iteration 40F: 3 clusters Score -1.243177e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 102853 members 
Entering Unmasked Estep 
Score: -12431843.000000 Penalty: 3760.423584
	Iteration 41Q: 3 clusters Score -1.243184e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 103017 members 
Entering Unmasked Estep 
Score: -12431904.000000 Penalty: 3760.423584
	Iteration 42Q: 3 clusters Score -1.24319e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 103161 members 
Entering Unmasked Estep 
Score: -12431921.000000 Penalty: 3760.423584
	Iteration 43Q: 3 clusters Score -1.243192e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 103285 members 
Entering Unmasked Estep 
Score: -12431937.000000 Penalty: 3760.423584
	Iteration 44Q: 3 clusters Score -1.243194e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -12431933.000000 Penalty: 3760.423584
	Iteration 45Q: 3 clusters Score -1.243193e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -12431988.000000 Penalty: 3760.423584
	Iteration 46Q: 3 clusters Score -1.243199e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 103574 members 
Entering Unmasked Estep 
Score: -12431992.000000 Penalty: 3760.423584
	Iteration 47Q: 3 clusters Score -1.243199e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 103655 members 
Entering Unmasked Estep 
Score: -12432015.000000 Penalty: 3760.423584
	Iteration 48Q: 3 clusters Score -1.243202e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -12432044.000000 Penalty: 3760.423584
	Iteration 49Q: 3 clusters Score -1.243204e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -12432072.000000 Penalty: 3760.423584
	Iteration 50Q: 3 clusters Score -1.243207e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 103875 members 
Entering Unmasked Estep 
Score: -12432064.000000 Penalty: 3760.423584
	Iteration 51Q: 3 clusters Score -1.243206e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 103928 members 
Entering Unmasked Estep 
Score: -12432070.000000 Penalty: 3760.423584
	Iteration 52Q: 3 clusters Score -1.243207e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 103977 members 
Entering Unmasked Estep 
Score: -12432059.000000 Penalty: 3760.423584
	Iteration 53Q: 3 clusters Score -1.243206e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 104026 members 
Entering Unmasked Estep 
Score: -12432071.000000 Penalty: 3760.423584
	Iteration 54Q: 3 clusters Score -1.243207e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 104064 members 
Entering Unmasked Estep 
Score: -12432077.000000 Penalty: 3760.423584
	Iteration 55Q: 3 clusters Score -1.243208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 104089 members 
Entering Unmasked Estep 
Score: -12432067.000000 Penalty: 3760.423584
	Iteration 56Q: 3 clusters Score -1.243207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -12432077.000000 Penalty: 3760.423584
	Iteration 57Q: 3 clusters Score -1.243208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 104141 members 
Entering Unmasked Estep 
Score: -12432101.000000 Penalty: 3760.423584
	Iteration 58Q: 3 clusters Score -1.24321e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 104175 members 
Entering Unmasked Estep 
Score: -12432108.000000 Penalty: 3760.423584
	Iteration 59Q: 3 clusters Score -1.243211e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 104208 members 
Entering Unmasked Estep 
Score: -12432116.000000 Penalty: 3760.423584
	Iteration 60F: 3 clusters Score -1.243212e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -12432114.000000 Penalty: 3760.423584
	Iteration 61Q: 3 clusters Score -1.243211e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 104291 members 
Entering Unmasked Estep 
Score: -12432123.000000 Penalty: 3760.423584
	Iteration 62Q: 3 clusters Score -1.243212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 104319 members 
Entering Unmasked Estep 
Score: -12432130.000000 Penalty: 3760.423584
	Iteration 63Q: 3 clusters Score -1.243213e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
Score: -12432117.000000 Penalty: 3760.423584
	Iteration 64Q: 3 clusters Score -1.243212e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -12432137.000000 Penalty: 3760.423584
	Iteration 65Q: 3 clusters Score -1.243214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -12432147.000000 Penalty: 3760.423584
	Iteration 66Q: 3 clusters Score -1.243215e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -12432153.000000 Penalty: 3760.423584
	Iteration 67Q: 3 clusters Score -1.243215e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 104476 members 
Entering Unmasked Estep 
Score: -12432167.000000 Penalty: 3760.423584
	Iteration 68Q: 3 clusters Score -1.243217e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -12432181.000000 Penalty: 3760.423584
	Iteration 69Q: 3 clusters Score -1.243218e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 104536 members 
Entering Unmasked Estep 
Score: -12432196.000000 Penalty: 3760.423584
	Iteration 70Q: 3 clusters Score -1.24322e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -12432201.000000 Penalty: 3760.423584
	Iteration 71Q: 3 clusters Score -1.24322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 104598 members 
Entering Unmasked Estep 
Score: -12432201.000000 Penalty: 3760.423584
	Iteration 72Q: 3 clusters Score -1.24322e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -12432208.000000 Penalty: 3760.423584
	Iteration 73Q: 3 clusters Score -1.243221e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 104652 members 
Entering Unmasked Estep 
Score: -12432219.000000 Penalty: 3760.423584
	Iteration 74Q: 3 clusters Score -1.243222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -12432243.000000 Penalty: 3760.423584
	Iteration 75Q: 3 clusters Score -1.243224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 104700 members 
Entering Unmasked Estep 
Score: -12432246.000000 Penalty: 3760.423584
	Iteration 76Q: 3 clusters Score -1.243225e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -12432254.000000 Penalty: 3760.423584
	Iteration 77Q: 3 clusters Score -1.243225e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 104756 members 
Entering Unmasked Estep 
Score: -12432259.000000 Penalty: 3760.423584
	Iteration 78Q: 3 clusters Score -1.243226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 104778 members 
Entering Unmasked Estep 
Score: -12432271.000000 Penalty: 3760.423584
	Iteration 79Q: 3 clusters Score -1.243227e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 104799 members 
Entering Unmasked Estep 
Score: -12432268.000000 Penalty: 3760.423584
	Iteration 80F: 3 clusters Score -1.243227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -12432272.000000 Penalty: 3760.423584
	Iteration 81Q: 3 clusters Score -1.243227e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 104831 members 
Entering Unmasked Estep 
Score: -12432293.000000 Penalty: 3760.423584
	Iteration 82Q: 3 clusters Score -1.243229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 104846 members 
Entering Unmasked Estep 
Score: -12432300.000000 Penalty: 3760.423584
	Iteration 83Q: 3 clusters Score -1.24323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 104862 members 
Entering Unmasked Estep 
Score: -12432312.000000 Penalty: 3760.423584
	Iteration 84Q: 3 clusters Score -1.243231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -12432308.000000 Penalty: 3760.423584
	Iteration 85Q: 3 clusters Score -1.243231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -12432317.000000 Penalty: 3760.423584
	Iteration 86Q: 3 clusters Score -1.243232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 104913 members 
Entering Unmasked Estep 
Score: -12432326.000000 Penalty: 3760.423584
	Iteration 87Q: 3 clusters Score -1.243233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 104923 members 
Entering Unmasked Estep 
Score: -12432330.000000 Penalty: 3760.423584
	Iteration 88Q: 3 clusters Score -1.243233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -12432315.000000 Penalty: 3760.423584
	Iteration 89Q: 3 clusters Score -1.243232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -12432320.000000 Penalty: 3760.423584
	Iteration 90Q: 3 clusters Score -1.243232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -12432332.000000 Penalty: 3760.423584
	Iteration 91Q: 3 clusters Score -1.243233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 104962 members 
Entering Unmasked Estep 
Score: -12432333.000000 Penalty: 3760.423584
	Iteration 92Q: 3 clusters Score -1.243233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 104973 members 
Entering Unmasked Estep 
Score: -12432330.000000 Penalty: 3760.423584
	Iteration 93Q: 3 clusters Score -1.243233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -12432339.000000 Penalty: 3760.423584
	Iteration 94Q: 3 clusters Score -1.243234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 104987 members 
Entering Unmasked Estep 
Score: -12432345.000000 Penalty: 3760.423584
	Iteration 95Q: 3 clusters Score -1.243234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -12432337.000000 Penalty: 3760.423584
	Iteration 96Q: 3 clusters Score -1.243234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
Score: -12432339.000000 Penalty: 3760.423584
	Iteration 97Q: 3 clusters Score -1.243234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -12432337.000000 Penalty: 3760.423584
	Iteration 98Q: 3 clusters Score -1.243234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -12432336.000000 Penalty: 3760.423584
	Iteration 99Q: 3 clusters Score -1.243234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -12432344.000000 Penalty: 3760.423584
	Iteration 100F: 3 clusters Score -1.243234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 105012 members 
Entering Unmasked Estep 
Score: -12432348.000000 Penalty: 3760.423584
	Iteration 101Q: 3 clusters Score -1.243235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -12432348.000000 Penalty: 3760.423584
	Iteration 102Q: 3 clusters Score -1.243235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 105022 members 
Entering Unmasked Estep 
Score: -12432339.000000 Penalty: 3760.423584
	Iteration 103Q: 3 clusters Score -1.243234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 105026 members 
Entering Unmasked Estep 
Score: -12432339.000000 Penalty: 3760.423584
	Iteration 104Q: 3 clusters Score -1.243234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -12432335.000000 Penalty: 3760.423584
	Iteration 105Q: 3 clusters Score -1.243234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 105046 members 
Entering Unmasked Estep 
Score: -12432364.000000 Penalty: 3760.423584
	Iteration 106Q: 3 clusters Score -1.243236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
Score: -12432360.000000 Penalty: 3760.423584
	Iteration 107Q: 3 clusters Score -1.243236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -12432371.000000 Penalty: 3760.423584
	Iteration 108Q: 3 clusters Score -1.243237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 105066 members 
Entering Unmasked Estep 
Score: -12432374.000000 Penalty: 3760.423584
	Iteration 109Q: 3 clusters Score -1.243237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -12432381.000000 Penalty: 3760.423584
	Iteration 110Q: 3 clusters Score -1.243238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -12432383.000000 Penalty: 3760.423584
	Iteration 111Q: 3 clusters Score -1.243238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 105080 members 
Entering Unmasked Estep 
Score: -12432389.000000 Penalty: 3760.423584
	Iteration 112Q: 3 clusters Score -1.243239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -12432385.000000 Penalty: 3760.423584
	Iteration 113Q: 3 clusters Score -1.243238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 105085 members 
Entering Unmasked Estep 
Score: -12432383.000000 Penalty: 3760.423584
	Iteration 114Q: 3 clusters Score -1.243238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 105088 members 
Entering Unmasked Estep 
Score: -12432398.000000 Penalty: 3760.423584
	Iteration 115Q: 3 clusters Score -1.24324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -12432395.000000 Penalty: 3760.423584
	Iteration 116Q: 3 clusters Score -1.24324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 105099 members 
Entering Unmasked Estep 
Score: -12432404.000000 Penalty: 3760.423584
	Iteration 117Q: 3 clusters Score -1.24324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 105106 members 
Entering Unmasked Estep 
Score: -12432404.000000 Penalty: 3760.423584
	Iteration 118Q: 3 clusters Score -1.24324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 105113 members 
Entering Unmasked Estep 
Score: -12432411.000000 Penalty: 3760.423584
	Iteration 119Q: 3 clusters Score -1.243241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 105125 members 
Entering Unmasked Estep 
Score: -12432419.000000 Penalty: 3760.423584
	Iteration 120F: 3 clusters Score -1.243242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -12432437.000000 Penalty: 3760.423584
	Iteration 121Q: 3 clusters Score -1.243244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -12432427.000000 Penalty: 3760.423584
	Iteration 122Q: 3 clusters Score -1.243243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 105139 members 
Entering Unmasked Estep 
Score: -12432428.000000 Penalty: 3760.423584
	Iteration 123Q: 3 clusters Score -1.243243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
Score: -12432431.000000 Penalty: 3760.423584
	Iteration 124Q: 3 clusters Score -1.243243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -12432435.000000 Penalty: 3760.423584
	Iteration 125Q: 3 clusters Score -1.243244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -12432435.000000 Penalty: 3760.423584
	Iteration 126F: 3 clusters Score -1.243244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -36654.382812 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -36654.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35733.175781 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -35733.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35843.035156 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -35843.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35867.753906 Penalty: 1919.242554
	Iteration 2Q: 3 clusters Score -35867.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35878.183594 Penalty: 1919.242554
	Iteration 3Q: 3 clusters Score -35878.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35885.867188 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -35885.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35887.679688 Penalty: 1919.242554
	Iteration 5Q: 3 clusters Score -35887.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35890.867188 Penalty: 1919.242554
	Iteration 6Q: 3 clusters Score -35890.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35890.867188 Penalty: 1919.242554
	Iteration 7F: 3 clusters Score -35890.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -392500.218750 Penalty: 1322.279297
	Iteration 0F: 2 clusters Score -392500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -389488.281250 Penalty: 2644.558594
	Iteration 0F: 3 clusters Score -389488.3 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -390176.125000 Penalty: 2644.558594
	Iteration 1F: 3 clusters Score -390176.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -390351.093750 Penalty: 2644.558594
	Iteration 2F: 3 clusters Score -390351.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -390473.375000 Penalty: 2644.558594
	Iteration 3F: 3 clusters Score -390473.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -390562.312500 Penalty: 2644.558594
	Iteration 4Q: 3 clusters Score -390562.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -390649.718750 Penalty: 2644.558594
	Iteration 5Q: 3 clusters Score -390649.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -390734.500000 Penalty: 2644.558594
	Iteration 6Q: 3 clusters Score -390734.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -390801.875000 Penalty: 2644.558594
	Iteration 7Q: 3 clusters Score -390801.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -390850.093750 Penalty: 2644.558594
	Iteration 8Q: 3 clusters Score -390850.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -390899.125000 Penalty: 2644.558594
	Iteration 9Q: 3 clusters Score -390899.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -390931.687500 Penalty: 2644.558594
	Iteration 10Q: 3 clusters Score -390931.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -390963.062500 Penalty: 2644.558594
	Iteration 11Q: 3 clusters Score -390963.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -390987.500000 Penalty: 2644.558594
	Iteration 12Q: 3 clusters Score -390987.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -391008.906250 Penalty: 2644.558594
	Iteration 13Q: 3 clusters Score -391008.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -391031.500000 Penalty: 2644.558594
	Iteration 14Q: 3 clusters Score -391031.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -391052.062500 Penalty: 2644.558594
	Iteration 15Q: 3 clusters Score -391052.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -391075.593750 Penalty: 2644.558594
	Iteration 16Q: 3 clusters Score -391075.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -391113.062500 Penalty: 2644.558594
	Iteration 17Q: 3 clusters Score -391113.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -391168.531250 Penalty: 2644.558594
	Iteration 18Q: 3 clusters Score -391168.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -391227.406250 Penalty: 2644.558594
	Iteration 19Q: 3 clusters Score -391227.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -391268.375000 Penalty: 2644.558594
	Iteration 20F: 3 clusters Score -391268.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -391294.156250 Penalty: 2644.558594
	Iteration 21Q: 3 clusters Score -391294.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -391311.937500 Penalty: 2644.558594
	Iteration 22Q: 3 clusters Score -391311.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -391326.968750 Penalty: 2644.558594
	Iteration 23Q: 3 clusters Score -391327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -391341.031250 Penalty: 2644.558594
	Iteration 24Q: 3 clusters Score -391341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -391356.875000 Penalty: 2644.558594
	Iteration 25Q: 3 clusters Score -391356.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -391372.718750 Penalty: 2644.558594
	Iteration 26Q: 3 clusters Score -391372.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -391387.531250 Penalty: 2644.558594
	Iteration 27Q: 3 clusters Score -391387.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -391399.937500 Penalty: 2644.558594
	Iteration 28Q: 3 clusters Score -391399.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -391407.406250 Penalty: 2644.558594
	Iteration 29Q: 3 clusters Score -391407.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -391413.312500 Penalty: 2644.558594
	Iteration 30Q: 3 clusters Score -391413.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -391418.937500 Penalty: 2644.558594
	Iteration 31Q: 3 clusters Score -391418.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -391424.000000 Penalty: 2644.558594
	Iteration 32Q: 3 clusters Score -391424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -391425.250000 Penalty: 2644.558594
	Iteration 33Q: 3 clusters Score -391425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -391428.343750 Penalty: 2644.558594
	Iteration 34Q: 3 clusters Score -391428.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -391430.500000 Penalty: 2644.558594
	Iteration 35Q: 3 clusters Score -391430.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -391433.500000 Penalty: 2644.558594
	Iteration 36Q: 3 clusters Score -391433.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -391435.812500 Penalty: 2644.558594
	Iteration 37Q: 3 clusters Score -391435.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -391436.375000 Penalty: 2644.558594
	Iteration 38Q: 3 clusters Score -391436.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -391437.781250 Penalty: 2644.558594
	Iteration 39Q: 3 clusters Score -391437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -391439.000000 Penalty: 2644.558594
	Iteration 40F: 3 clusters Score -391439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -391440.437500 Penalty: 2644.558594
	Iteration 41Q: 3 clusters Score -391440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -391440.843750 Penalty: 2644.558594
	Iteration 42Q: 3 clusters Score -391440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -391441.093750 Penalty: 2644.558594
	Iteration 43Q: 3 clusters Score -391441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -391441.437500 Penalty: 2644.558594
	Iteration 44Q: 3 clusters Score -391441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -391441.437500 Penalty: 2644.558594
	Iteration 45F: 3 clusters Score -391441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -147699.375000 Penalty: 1162.243652
	Iteration 0F: 2 clusters Score -147699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -146077.062500 Penalty: 2324.487305
	Iteration 0F: 3 clusters Score -146077.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146373.671875 Penalty: 2324.487305
	Iteration 1F: 3 clusters Score -146373.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -146448.843750 Penalty: 2324.487305
	Iteration 2F: 3 clusters Score -146448.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -146480.984375 Penalty: 2324.487305
	Iteration 3Q: 3 clusters Score -146481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -146502.718750 Penalty: 2324.487305
	Iteration 4Q: 3 clusters Score -146502.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -146528.781250 Penalty: 2324.487305
	Iteration 5Q: 3 clusters Score -146528.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -146546.906250 Penalty: 2324.487305
	Iteration 6Q: 3 clusters Score -146546.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -146562.671875 Penalty: 2324.487305
	Iteration 7Q: 3 clusters Score -146562.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -146574.234375 Penalty: 2324.487305
	Iteration 8Q: 3 clusters Score -146574.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -146581.171875 Penalty: 2324.487305
	Iteration 9Q: 3 clusters Score -146581.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -146585.843750 Penalty: 2324.487305
	Iteration 10Q: 3 clusters Score -146585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -146589.796875 Penalty: 2324.487305
	Iteration 11Q: 3 clusters Score -146589.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -146597.781250 Penalty: 2324.487305
	Iteration 12Q: 3 clusters Score -146597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -146601.093750 Penalty: 2324.487305
	Iteration 13Q: 3 clusters Score -146601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -146602.703125 Penalty: 2324.487305
	Iteration 14Q: 3 clusters Score -146602.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -146604.328125 Penalty: 2324.487305
	Iteration 15Q: 3 clusters Score -146604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -146606.000000 Penalty: 2324.487305
	Iteration 16Q: 3 clusters Score -146606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -146607.109375 Penalty: 2324.487305
	Iteration 17Q: 3 clusters Score -146607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -146610.500000 Penalty: 2324.487305
	Iteration 18Q: 3 clusters Score -146610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -146611.406250 Penalty: 2324.487305
	Iteration 19Q: 3 clusters Score -146611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -146611.718750 Penalty: 2324.487305
	Iteration 20F: 3 clusters Score -146611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -146612.765625 Penalty: 2324.487305
	Iteration 21Q: 3 clusters Score -146612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -146612.765625 Penalty: 2324.487305
	Iteration 22F: 3 clusters Score -146612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -526500.812500 Penalty: 1377.647095
	Iteration 0F: 2 clusters Score -526500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -522634.468750 Penalty: 2755.294189
	Iteration 0F: 3 clusters Score -522634.5 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -523710.218750 Penalty: 2755.294189
	Iteration 1F: 3 clusters Score -523710.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -523893.312500 Penalty: 2755.294189
	Iteration 2F: 3 clusters Score -523893.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -524067.156250 Penalty: 2755.294189
	Iteration 3F: 3 clusters Score -524067.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -524245.375000 Penalty: 2755.294189
	Iteration 4Q: 3 clusters Score -524245.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -524386.312500 Penalty: 2755.294189
	Iteration 5Q: 3 clusters Score -524386.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -524511.750000 Penalty: 2755.294189
	Iteration 6Q: 3 clusters Score -524511.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -524626.562500 Penalty: 2755.294189
	Iteration 7Q: 3 clusters Score -524626.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -524765.062500 Penalty: 2755.294189
	Iteration 8Q: 3 clusters Score -524765.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -524899.687500 Penalty: 2755.294189
	Iteration 9Q: 3 clusters Score -524899.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -525057.875000 Penalty: 2755.294189
	Iteration 10Q: 3 clusters Score -525057.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -525202.437500 Penalty: 2755.294189
	Iteration 11Q: 3 clusters Score -525202.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -525321.875000 Penalty: 2755.294189
	Iteration 12Q: 3 clusters Score -525321.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -525433.125000 Penalty: 2755.294189
	Iteration 13Q: 3 clusters Score -525433.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -525531.375000 Penalty: 2755.294189
	Iteration 14Q: 3 clusters Score -525531.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -525620.625000 Penalty: 2755.294189
	Iteration 15Q: 3 clusters Score -525620.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -525678.812500 Penalty: 2755.294189
	Iteration 16Q: 3 clusters Score -525678.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -525711.750000 Penalty: 2755.294189
	Iteration 17Q: 3 clusters Score -525711.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -525729.750000 Penalty: 2755.294189
	Iteration 18Q: 3 clusters Score -525729.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -525744.125000 Penalty: 2755.294189
	Iteration 19Q: 3 clusters Score -525744.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -525752.437500 Penalty: 2755.294189
	Iteration 20F: 3 clusters Score -525752.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -525758.312500 Penalty: 2755.294189
	Iteration 21Q: 3 clusters Score -525758.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -525766.062500 Penalty: 2755.294189
	Iteration 22Q: 3 clusters Score -525766.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -525775.125000 Penalty: 2755.294189
	Iteration 23Q: 3 clusters Score -525775.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -525776.437500 Penalty: 2755.294189
	Iteration 24Q: 3 clusters Score -525776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -525777.937500 Penalty: 2755.294189
	Iteration 25Q: 3 clusters Score -525777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -525779.000000 Penalty: 2755.294189
	Iteration 26Q: 3 clusters Score -525779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -525779.250000 Penalty: 2755.294189
	Iteration 27Q: 3 clusters Score -525779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -525780.500000 Penalty: 2755.294189
	Iteration 28Q: 3 clusters Score -525780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -525782.000000 Penalty: 2755.294189
	Iteration 29Q: 3 clusters Score -525782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -525783.500000 Penalty: 2755.294189
	Iteration 30Q: 3 clusters Score -525783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -525785.812500 Penalty: 2755.294189
	Iteration 31Q: 3 clusters Score -525785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -525787.437500 Penalty: 2755.294189
	Iteration 32Q: 3 clusters Score -525787.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -525787.437500 Penalty: 2755.294189
	Iteration 33F: 3 clusters Score -525787.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Entering Unmasked Estep 
Score: -1390014.250000 Penalty: 1520.756470
	Iteration 0F: 2 clusters Score -1390014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1381851.875000 Penalty: 3041.512939
	Iteration 0F: 3 clusters Score -1381852 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1384485.625000 Penalty: 3041.512939
	Iteration 1F: 3 clusters Score -1384486 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1384703.000000 Penalty: 3041.512939
	Iteration 2F: 3 clusters Score -1384703 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1384887.000000 Penalty: 3041.512939
	Iteration 3Q: 3 clusters Score -1384887 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1385073.750000 Penalty: 3041.512939
	Iteration 4Q: 3 clusters Score -1385074 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1385292.375000 Penalty: 3041.512939
	Iteration 5Q: 3 clusters Score -1385292 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1385584.500000 Penalty: 3041.512939
	Iteration 6Q: 3 clusters Score -1385584 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1385970.500000 Penalty: 3041.512939
	Iteration 7F: 3 clusters Score -1385970 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1386478.375000 Penalty: 3041.512939
	Iteration 8F: 3 clusters Score -1386478 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1387060.000000 Penalty: 3041.512939
	Iteration 9F: 3 clusters Score -1387060 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1387631.375000 Penalty: 3041.512939
	Iteration 10F: 3 clusters Score -1387631 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1388062.375000 Penalty: 3041.512939
	Iteration 11Q: 3 clusters Score -1388062 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1388350.125000 Penalty: 3041.512939
	Iteration 12Q: 3 clusters Score -1388350 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1388511.125000 Penalty: 3041.512939
	Iteration 13Q: 3 clusters Score -1388511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1388571.750000 Penalty: 3041.512939
	Iteration 14Q: 3 clusters Score -1388572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1388620.750000 Penalty: 3041.512939
	Iteration 15Q: 3 clusters Score -1388621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1388647.750000 Penalty: 3041.512939
	Iteration 16Q: 3 clusters Score -1388648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1388660.000000 Penalty: 3041.512939
	Iteration 17Q: 3 clusters Score -1388660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1388676.375000 Penalty: 3041.512939
	Iteration 18Q: 3 clusters Score -1388676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1388687.500000 Penalty: 3041.512939
	Iteration 19Q: 3 clusters Score -1388688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1388687.875000 Penalty: 3041.512939
	Iteration 20F: 3 clusters Score -1388688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1388689.625000 Penalty: 3041.512939
	Iteration 21Q: 3 clusters Score -1388690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1388689.625000 Penalty: 3041.512939
	Iteration 22F: 3 clusters Score -1388690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -12559.765625 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -12559.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12067.485352 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -12067.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12124.773438 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -12124.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12144.492188 Penalty: 1647.393921
	Iteration 2Q: 3 clusters Score -12144.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12144.492188 Penalty: 1647.393921
	Iteration 3F: 3 clusters Score -12144.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Entering Unmasked Estep 
Score: -504842.843750 Penalty: 1361.451172
	Iteration 0F: 2 clusters Score -504842.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -501252.375000 Penalty: 2722.902344
	Iteration 0F: 3 clusters Score -501252.4 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -502224.375000 Penalty: 2722.902344
	Iteration 1F: 3 clusters Score -502224.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -502382.781250 Penalty: 2722.902344
	Iteration 2F: 3 clusters Score -502382.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -502506.718750 Penalty: 2722.902344
	Iteration 3F: 3 clusters Score -502506.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -502603.406250 Penalty: 2722.902344
	Iteration 4Q: 3 clusters Score -502603.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -502665.875000 Penalty: 2722.902344
	Iteration 5Q: 3 clusters Score -502665.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -502714.875000 Penalty: 2722.902344
	Iteration 6Q: 3 clusters Score -502714.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -502766.000000 Penalty: 2722.902344
	Iteration 7Q: 3 clusters Score -502766 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -502815.062500 Penalty: 2722.902344
	Iteration 8Q: 3 clusters Score -502815.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -502877.875000 Penalty: 2722.902344
	Iteration 9Q: 3 clusters Score -502877.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -502956.250000 Penalty: 2722.902344
	Iteration 10Q: 3 clusters Score -502956.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -503021.062500 Penalty: 2722.902344
	Iteration 11Q: 3 clusters Score -503021.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -503108.812500 Penalty: 2722.902344
	Iteration 12Q: 3 clusters Score -503108.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -503179.718750 Penalty: 2722.902344
	Iteration 13Q: 3 clusters Score -503179.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -503250.843750 Penalty: 2722.902344
	Iteration 14Q: 3 clusters Score -503250.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -503301.000000 Penalty: 2722.902344
	Iteration 15Q: 3 clusters Score -503301 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -503347.062500 Penalty: 2722.902344
	Iteration 16Q: 3 clusters Score -503347.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -503390.093750 Penalty: 2722.902344
	Iteration 17Q: 3 clusters Score -503390.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -503429.218750 Penalty: 2722.902344
	Iteration 18Q: 3 clusters Score -503429.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -503452.906250 Penalty: 2722.902344
	Iteration 19Q: 3 clusters Score -503452.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -503478.375000 Penalty: 2722.902344
	Iteration 20F: 3 clusters Score -503478.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -503497.781250 Penalty: 2722.902344
	Iteration 21Q: 3 clusters Score -503497.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -503512.281250 Penalty: 2722.902344
	Iteration 22Q: 3 clusters Score -503512.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -503526.031250 Penalty: 2722.902344
	Iteration 23Q: 3 clusters Score -503526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -503534.593750 Penalty: 2722.902344
	Iteration 24Q: 3 clusters Score -503534.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -503545.593750 Penalty: 2722.902344
	Iteration 25Q: 3 clusters Score -503545.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -503552.593750 Penalty: 2722.902344
	Iteration 26Q: 3 clusters Score -503552.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -503558.812500 Penalty: 2722.902344
	Iteration 27Q: 3 clusters Score -503558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -503561.781250 Penalty: 2722.902344
	Iteration 28Q: 3 clusters Score -503561.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -503566.125000 Penalty: 2722.902344
	Iteration 29Q: 3 clusters Score -503566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -503568.937500 Penalty: 2722.902344
	Iteration 30Q: 3 clusters Score -503568.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -503571.593750 Penalty: 2722.902344
	Iteration 31Q: 3 clusters Score -503571.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -503574.562500 Penalty: 2722.902344
	Iteration 32Q: 3 clusters Score -503574.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -503577.093750 Penalty: 2722.902344
	Iteration 33Q: 3 clusters Score -503577.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -503581.312500 Penalty: 2722.902344
	Iteration 34Q: 3 clusters Score -503581.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -503586.562500 Penalty: 2722.902344
	Iteration 35Q: 3 clusters Score -503586.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -503591.843750 Penalty: 2722.902344
	Iteration 36Q: 3 clusters Score -503591.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -503596.531250 Penalty: 2722.902344
	Iteration 37Q: 3 clusters Score -503596.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -503602.281250 Penalty: 2722.902344
	Iteration 38Q: 3 clusters Score -503602.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -503607.531250 Penalty: 2722.902344
	Iteration 39Q: 3 clusters Score -503607.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -503613.781250 Penalty: 2722.902344
	Iteration 40F: 3 clusters Score -503613.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -503621.718750 Penalty: 2722.902344
	Iteration 41Q: 3 clusters Score -503621.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -503628.843750 Penalty: 2722.902344
	Iteration 42Q: 3 clusters Score -503628.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -503635.312500 Penalty: 2722.902344
	Iteration 43Q: 3 clusters Score -503635.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -503640.656250 Penalty: 2722.902344
	Iteration 44Q: 3 clusters Score -503640.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -503646.031250 Penalty: 2722.902344
	Iteration 45Q: 3 clusters Score -503646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -503648.250000 Penalty: 2722.902344
	Iteration 46Q: 3 clusters Score -503648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -503649.937500 Penalty: 2722.902344
	Iteration 47Q: 3 clusters Score -503649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -503650.125000 Penalty: 2722.902344
	Iteration 48Q: 3 clusters Score -503650.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -503652.687500 Penalty: 2722.902344
	Iteration 49Q: 3 clusters Score -503652.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -503656.906250 Penalty: 2722.902344
	Iteration 50Q: 3 clusters Score -503656.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -503659.187500 Penalty: 2722.902344
	Iteration 51Q: 3 clusters Score -503659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -503660.312500 Penalty: 2722.902344
	Iteration 52Q: 3 clusters Score -503660.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -503660.937500 Penalty: 2722.902344
	Iteration 53Q: 3 clusters Score -503660.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -503663.625000 Penalty: 2722.902344
	Iteration 54Q: 3 clusters Score -503663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -503665.468750 Penalty: 2722.902344
	Iteration 55Q: 3 clusters Score -503665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -503669.093750 Penalty: 2722.902344
	Iteration 56Q: 3 clusters Score -503669.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -503672.125000 Penalty: 2722.902344
	Iteration 57Q: 3 clusters Score -503672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -503675.437500 Penalty: 2722.902344
	Iteration 58Q: 3 clusters Score -503675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -503676.531250 Penalty: 2722.902344
	Iteration 59Q: 3 clusters Score -503676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -503678.218750 Penalty: 2722.902344
	Iteration 60F: 3 clusters Score -503678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -503680.531250 Penalty: 2722.902344
	Iteration 61Q: 3 clusters Score -503680.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -503683.125000 Penalty: 2722.902344
	Iteration 62Q: 3 clusters Score -503683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -503684.187500 Penalty: 2722.902344
	Iteration 63Q: 3 clusters Score -503684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -503685.593750 Penalty: 2722.902344
	Iteration 64Q: 3 clusters Score -503685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -503686.062500 Penalty: 2722.902344
	Iteration 65Q: 3 clusters Score -503686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -503686.062500 Penalty: 2722.902344
	Iteration 66F: 3 clusters Score -503686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Entering Unmasked Estep 
Score: -3320498.750000 Penalty: 1666.675659
	Iteration 0F: 2 clusters Score -3320499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3301215.250000 Penalty: 3333.351318
	Iteration 0F: 3 clusters Score -3301215 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3308541.000000 Penalty: 3333.351318
	Iteration 1F: 3 clusters Score -3308541 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3308867.750000 Penalty: 3333.351318
	Iteration 2Q: 3 clusters Score -3308868 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3309209.750000 Penalty: 3333.351318
	Iteration 3Q: 3 clusters Score -3309210 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3309683.000000 Penalty: 3333.351318
	Iteration 4Q: 3 clusters Score -3309683 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3310265.500000 Penalty: 3333.351318
	Iteration 5Q: 3 clusters Score -3310266 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -3311182.250000 Penalty: 3333.351318
	Iteration 6F: 3 clusters Score -3311182 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3312546.750000 Penalty: 3333.351318
	Iteration 7F: 3 clusters Score -3312547 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3314362.750000 Penalty: 3333.351318
	Iteration 8F: 3 clusters Score -3314363 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3316319.000000 Penalty: 3333.351318
	Iteration 9F: 3 clusters Score -3316319 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3317791.500000 Penalty: 3333.351318
	Iteration 10F: 3 clusters Score -3317792 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3318515.500000 Penalty: 3333.351318
	Iteration 11Q: 3 clusters Score -3318516 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -3318809.250000 Penalty: 3333.351318
	Iteration 12Q: 3 clusters Score -3318809 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3318938.250000 Penalty: 3333.351318
	Iteration 13Q: 3 clusters Score -3318938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -3319001.000000 Penalty: 3333.351318
	Iteration 14Q: 3 clusters Score -3319001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3319023.750000 Penalty: 3333.351318
	Iteration 15Q: 3 clusters Score -3319024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3319031.000000 Penalty: 3333.351318
	Iteration 16Q: 3 clusters Score -3319031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3319043.000000 Penalty: 3333.351318
	Iteration 17Q: 3 clusters Score -3319043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -3319055.000000 Penalty: 3333.351318
	Iteration 18Q: 3 clusters Score -3319055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3319059.500000 Penalty: 3333.351318
	Iteration 19Q: 3 clusters Score -3319060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3319060.750000 Penalty: 3333.351318
	Iteration 20F: 3 clusters Score -3319061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3319059.250000 Penalty: 3333.351318
	Iteration 21Q: 3 clusters Score -3319059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3319059.250000 Penalty: 3333.351318
	Iteration 22F: 3 clusters Score -3319059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Entering Unmasked Estep 
Score: -3364977.250000 Penalty: 1675.675415
	Iteration 0F: 2 clusters Score -3364977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3344765.500000 Penalty: 3351.350830
	Iteration 0F: 3 clusters Score -3344766 nChanged 13775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3352504.500000 Penalty: 3351.350830
	Iteration 1F: 3 clusters Score -3352504 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3352967.000000 Penalty: 3351.350830
	Iteration 2Q: 3 clusters Score -3352967 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3353449.250000 Penalty: 3351.350830
	Iteration 3Q: 3 clusters Score -3353449 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3353943.000000 Penalty: 3351.350830
	Iteration 4Q: 3 clusters Score -3353943 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3354474.750000 Penalty: 3351.350830
	Iteration 5Q: 3 clusters Score -3354475 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3355159.750000 Penalty: 3351.350830
	Iteration 6Q: 3 clusters Score -3355160 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3356029.000000 Penalty: 3351.350830
	Iteration 7F: 3 clusters Score -3356029 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3356986.500000 Penalty: 3351.350830
	Iteration 8F: 3 clusters Score -3356986 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3358045.750000 Penalty: 3351.350830
	Iteration 9F: 3 clusters Score -3358046 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3358987.500000 Penalty: 3351.350830
	Iteration 10F: 3 clusters Score -3358988 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3359767.250000 Penalty: 3351.350830
	Iteration 11Q: 3 clusters Score -3359767 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3360282.250000 Penalty: 3351.350830
	Iteration 12Q: 3 clusters Score -3360282 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3360667.000000 Penalty: 3351.350830
	Iteration 13Q: 3 clusters Score -3360667 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3360971.000000 Penalty: 3351.350830
	Iteration 14Q: 3 clusters Score -3360971 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3361191.500000 Penalty: 3351.350830
	Iteration 15Q: 3 clusters Score -3361192 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3361378.250000 Penalty: 3351.350830
	Iteration 16Q: 3 clusters Score -3361378 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -3361561.750000 Penalty: 3351.350830
	Iteration 17Q: 3 clusters Score -3361562 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -3361736.500000 Penalty: 3351.350830
	Iteration 18Q: 3 clusters Score -3361736 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3361920.750000 Penalty: 3351.350830
	Iteration 19Q: 3 clusters Score -3361921 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3362120.500000 Penalty: 3351.350830
	Iteration 20F: 3 clusters Score -3362120 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3362344.500000 Penalty: 3351.350830
	Iteration 21Q: 3 clusters Score -3362344 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3362565.500000 Penalty: 3351.350830
	Iteration 22Q: 3 clusters Score -3362566 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3362790.750000 Penalty: 3351.350830
	Iteration 23Q: 3 clusters Score -3362791 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3363005.000000 Penalty: 3351.350830
	Iteration 24Q: 3 clusters Score -3363005 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3363149.000000 Penalty: 3351.350830
	Iteration 25Q: 3 clusters Score -3363149 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3363287.500000 Penalty: 3351.350830
	Iteration 26Q: 3 clusters Score -3363288 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3363385.250000 Penalty: 3351.350830
	Iteration 27Q: 3 clusters Score -3363385 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3363445.000000 Penalty: 3351.350830
	Iteration 28Q: 3 clusters Score -3363445 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3363508.500000 Penalty: 3351.350830
	Iteration 29Q: 3 clusters Score -3363508 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3363532.000000 Penalty: 3351.350830
	Iteration 30Q: 3 clusters Score -3363532 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3363563.250000 Penalty: 3351.350830
	Iteration 31Q: 3 clusters Score -3363563 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3363598.250000 Penalty: 3351.350830
	Iteration 32Q: 3 clusters Score -3363598 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3363618.750000 Penalty: 3351.350830
	Iteration 33Q: 3 clusters Score -3363619 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3363635.250000 Penalty: 3351.350830
	Iteration 34Q: 3 clusters Score -3363635 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -3363635.000000 Penalty: 3351.350830
	Iteration 35Q: 3 clusters Score -3363635 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3363652.500000 Penalty: 3351.350830
	Iteration 36Q: 3 clusters Score -3363652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3363673.000000 Penalty: 3351.350830
	Iteration 37Q: 3 clusters Score -3363673 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3363687.500000 Penalty: 3351.350830
	Iteration 38Q: 3 clusters Score -3363688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3363700.000000 Penalty: 3351.350830
	Iteration 39Q: 3 clusters Score -3363700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3363718.250000 Penalty: 3351.350830
	Iteration 40F: 3 clusters Score -3363718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3363726.500000 Penalty: 3351.350830
	Iteration 41Q: 3 clusters Score -3363726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3363725.000000 Penalty: 3351.350830
	Iteration 42Q: 3 clusters Score -3363725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3363725.750000 Penalty: 3351.350830
	Iteration 43Q: 3 clusters Score -3363726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3363734.750000 Penalty: 3351.350830
	Iteration 44Q: 3 clusters Score -3363735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3363734.500000 Penalty: 3351.350830
	Iteration 45Q: 3 clusters Score -3363734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3363737.750000 Penalty: 3351.350830
	Iteration 46Q: 3 clusters Score -3363738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3363732.250000 Penalty: 3351.350830
	Iteration 47Q: 3 clusters Score -3363732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3363749.000000 Penalty: 3351.350830
	Iteration 48Q: 3 clusters Score -3363749 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3363756.750000 Penalty: 3351.350830
	Iteration 49Q: 3 clusters Score -3363757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3363768.500000 Penalty: 3351.350830
	Iteration 50Q: 3 clusters Score -3363768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3363765.000000 Penalty: 3351.350830
	Iteration 51Q: 3 clusters Score -3363765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3363771.500000 Penalty: 3351.350830
	Iteration 52Q: 3 clusters Score -3363772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3363774.000000 Penalty: 3351.350830
	Iteration 53Q: 3 clusters Score -3363774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3363779.500000 Penalty: 3351.350830
	Iteration 54Q: 3 clusters Score -3363780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3363785.250000 Penalty: 3351.350830
	Iteration 55Q: 3 clusters Score -3363785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -3363783.500000 Penalty: 3351.350830
	Iteration 56Q: 3 clusters Score -3363784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3363785.250000 Penalty: 3351.350830
	Iteration 57Q: 3 clusters Score -3363785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -3363798.000000 Penalty: 3351.350830
	Iteration 58Q: 3 clusters Score -3363798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3363799.500000 Penalty: 3351.350830
	Iteration 59Q: 3 clusters Score -3363800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3363801.500000 Penalty: 3351.350830
	Iteration 60F: 3 clusters Score -3363802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3363798.500000 Penalty: 3351.350830
	Iteration 61Q: 3 clusters Score -3363798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -3363800.500000 Penalty: 3351.350830
	Iteration 62Q: 3 clusters Score -3363800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3363802.250000 Penalty: 3351.350830
	Iteration 63Q: 3 clusters Score -3363802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3363809.000000 Penalty: 3351.350830
	Iteration 64Q: 3 clusters Score -3363809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3363809.000000 Penalty: 3351.350830
	Iteration 65Q: 3 clusters Score -3363809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3363814.750000 Penalty: 3351.350830
	Iteration 66Q: 3 clusters Score -3363815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3363810.000000 Penalty: 3351.350830
	Iteration 67Q: 3 clusters Score -3363810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3363818.500000 Penalty: 3351.350830
	Iteration 68Q: 3 clusters Score -3363818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3363818.250000 Penalty: 3351.350830
	Iteration 69Q: 3 clusters Score -3363818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -3363821.500000 Penalty: 3351.350830
	Iteration 70Q: 3 clusters Score -3363822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3363819.500000 Penalty: 3351.350830
	Iteration 71Q: 3 clusters Score -3363820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3363815.000000 Penalty: 3351.350830
	Iteration 72Q: 3 clusters Score -3363815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3363818.250000 Penalty: 3351.350830
	Iteration 73Q: 3 clusters Score -3363818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3363823.250000 Penalty: 3351.350830
	Iteration 74Q: 3 clusters Score -3363823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3363827.750000 Penalty: 3351.350830
	Iteration 75Q: 3 clusters Score -3363828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3363828.750000 Penalty: 3351.350830
	Iteration 76Q: 3 clusters Score -3363829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3363830.250000 Penalty: 3351.350830
	Iteration 77Q: 3 clusters Score -3363830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3363832.000000 Penalty: 3351.350830
	Iteration 78Q: 3 clusters Score -3363832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -3363830.250000 Penalty: 3351.350830
	Iteration 79Q: 3 clusters Score -3363830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3363829.250000 Penalty: 3351.350830
	Iteration 80F: 3 clusters Score -3363829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3363827.250000 Penalty: 3351.350830
	Iteration 81Q: 3 clusters Score -3363827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3363827.000000 Penalty: 3351.350830
	Iteration 82Q: 3 clusters Score -3363827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3363826.500000 Penalty: 3351.350830
	Iteration 83Q: 3 clusters Score -3363826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3363826.500000 Penalty: 3351.350830
	Iteration 84F: 3 clusters Score -3363826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Entering Unmasked Estep 
Score: -2261794.500000 Penalty: 1605.110840
	Iteration 0F: 2 clusters Score -2261794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2248495.750000 Penalty: 3210.221680
	Iteration 0F: 3 clusters Score -2248496 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2253236.500000 Penalty: 3210.221680
	Iteration 1F: 3 clusters Score -2253236 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2253665.750000 Penalty: 3210.221680
	Iteration 2F: 3 clusters Score -2253666 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2254177.750000 Penalty: 3210.221680
	Iteration 3F: 3 clusters Score -2254178 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2254918.250000 Penalty: 3210.221680
	Iteration 4F: 3 clusters Score -2254918 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2255930.000000 Penalty: 3210.221680
	Iteration 5F: 3 clusters Score -2255930 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2257245.500000 Penalty: 3210.221680
	Iteration 6F: 3 clusters Score -2257246 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2258519.000000 Penalty: 3210.221680
	Iteration 7F: 3 clusters Score -2258519 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2259484.250000 Penalty: 3210.221680
	Iteration 8F: 3 clusters Score -2259484 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2260023.500000 Penalty: 3210.221680
	Iteration 9Q: 3 clusters Score -2260024 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2260323.750000 Penalty: 3210.221680
	Iteration 10Q: 3 clusters Score -2260324 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2260466.750000 Penalty: 3210.221680
	Iteration 11Q: 3 clusters Score -2260467 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2260544.000000 Penalty: 3210.221680
	Iteration 12Q: 3 clusters Score -2260544 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2260584.750000 Penalty: 3210.221680
	Iteration 13Q: 3 clusters Score -2260585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2260595.750000 Penalty: 3210.221680
	Iteration 14Q: 3 clusters Score -2260596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2260602.250000 Penalty: 3210.221680
	Iteration 15Q: 3 clusters Score -2260602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2260610.000000 Penalty: 3210.221680
	Iteration 16Q: 3 clusters Score -2260610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2260626.000000 Penalty: 3210.221680
	Iteration 17Q: 3 clusters Score -2260626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2260625.500000 Penalty: 3210.221680
	Iteration 18Q: 3 clusters Score -2260626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2260623.750000 Penalty: 3210.221680
	Iteration 19Q: 3 clusters Score -2260624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2260630.500000 Penalty: 3210.221680
	Iteration 20F: 3 clusters Score -2260630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2260629.750000 Penalty: 3210.221680
	Iteration 21Q: 3 clusters Score -2260630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2260630.500000 Penalty: 3210.221680
	Iteration 22Q: 3 clusters Score -2260630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2260630.000000 Penalty: 3210.221680
	Iteration 23Q: 3 clusters Score -2260630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2260630.000000 Penalty: 3210.221680
	Iteration 24Q: 3 clusters Score -2260630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2260630.250000 Penalty: 3210.221680
	Iteration 25Q: 3 clusters Score -2260630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2260630.250000 Penalty: 3210.221680
	Iteration 26F: 3 clusters Score -2260630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Entering Unmasked Estep 
Score: -554633.125000 Penalty: 1377.444214
	Iteration 0F: 2 clusters Score -554633.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -550808.437500 Penalty: 2754.888428
	Iteration 0F: 3 clusters Score -550808.4 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -551759.750000 Penalty: 2754.888428
	Iteration 1F: 3 clusters Score -551759.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -551934.312500 Penalty: 2754.888428
	Iteration 2F: 3 clusters Score -551934.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -552079.625000 Penalty: 2754.888428
	Iteration 3F: 3 clusters Score -552079.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -552204.937500 Penalty: 2754.888428
	Iteration 4Q: 3 clusters Score -552204.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -552283.312500 Penalty: 2754.888428
	Iteration 5Q: 3 clusters Score -552283.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -552337.500000 Penalty: 2754.888428
	Iteration 6Q: 3 clusters Score -552337.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -552390.562500 Penalty: 2754.888428
	Iteration 7Q: 3 clusters Score -552390.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -552448.687500 Penalty: 2754.888428
	Iteration 8Q: 3 clusters Score -552448.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -552510.312500 Penalty: 2754.888428
	Iteration 9Q: 3 clusters Score -552510.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -552581.500000 Penalty: 2754.888428
	Iteration 10Q: 3 clusters Score -552581.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -552663.312500 Penalty: 2754.888428
	Iteration 11Q: 3 clusters Score -552663.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -552776.437500 Penalty: 2754.888428
	Iteration 12Q: 3 clusters Score -552776.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -552919.375000 Penalty: 2754.888428
	Iteration 13Q: 3 clusters Score -552919.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -553084.500000 Penalty: 2754.888428
	Iteration 14Q: 3 clusters Score -553084.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -553194.437500 Penalty: 2754.888428
	Iteration 15Q: 3 clusters Score -553194.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -553299.750000 Penalty: 2754.888428
	Iteration 16Q: 3 clusters Score -553299.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -553387.187500 Penalty: 2754.888428
	Iteration 17Q: 3 clusters Score -553387.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -553444.062500 Penalty: 2754.888428
	Iteration 18Q: 3 clusters Score -553444.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -553477.312500 Penalty: 2754.888428
	Iteration 19Q: 3 clusters Score -553477.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -553507.187500 Penalty: 2754.888428
	Iteration 20F: 3 clusters Score -553507.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -553541.062500 Penalty: 2754.888428
	Iteration 21Q: 3 clusters Score -553541.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -553566.562500 Penalty: 2754.888428
	Iteration 22Q: 3 clusters Score -553566.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -553589.812500 Penalty: 2754.888428
	Iteration 23Q: 3 clusters Score -553589.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -553619.812500 Penalty: 2754.888428
	Iteration 24Q: 3 clusters Score -553619.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -553655.250000 Penalty: 2754.888428
	Iteration 25Q: 3 clusters Score -553655.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -553695.125000 Penalty: 2754.888428
	Iteration 26Q: 3 clusters Score -553695.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -553725.062500 Penalty: 2754.888428
	Iteration 27Q: 3 clusters Score -553725.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -553761.500000 Penalty: 2754.888428
	Iteration 28Q: 3 clusters Score -553761.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -553786.437500 Penalty: 2754.888428
	Iteration 29Q: 3 clusters Score -553786.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -553809.187500 Penalty: 2754.888428
	Iteration 30Q: 3 clusters Score -553809.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -553828.500000 Penalty: 2754.888428
	Iteration 31Q: 3 clusters Score -553828.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -553842.250000 Penalty: 2754.888428
	Iteration 32Q: 3 clusters Score -553842.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -553852.125000 Penalty: 2754.888428
	Iteration 33Q: 3 clusters Score -553852.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -553856.375000 Penalty: 2754.888428
	Iteration 34Q: 3 clusters Score -553856.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -553859.187500 Penalty: 2754.888428
	Iteration 35Q: 3 clusters Score -553859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -553860.062500 Penalty: 2754.888428
	Iteration 36Q: 3 clusters Score -553860.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -553863.812500 Penalty: 2754.888428
	Iteration 37Q: 3 clusters Score -553863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -553867.250000 Penalty: 2754.888428
	Iteration 38Q: 3 clusters Score -553867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -553871.250000 Penalty: 2754.888428
	Iteration 39Q: 3 clusters Score -553871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -553871.625000 Penalty: 2754.888428
	Iteration 40F: 3 clusters Score -553871.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -553872.375000 Penalty: 2754.888428
	Iteration 41Q: 3 clusters Score -553872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -553875.062500 Penalty: 2754.888428
	Iteration 42Q: 3 clusters Score -553875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -553876.062500 Penalty: 2754.888428
	Iteration 43Q: 3 clusters Score -553876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -553879.062500 Penalty: 2754.888428
	Iteration 44Q: 3 clusters Score -553879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -553882.187500 Penalty: 2754.888428
	Iteration 45Q: 3 clusters Score -553882.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -553886.687500 Penalty: 2754.888428
	Iteration 46Q: 3 clusters Score -553886.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -553891.250000 Penalty: 2754.888428
	Iteration 47Q: 3 clusters Score -553891.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -553900.312500 Penalty: 2754.888428
	Iteration 48Q: 3 clusters Score -553900.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -553904.562500 Penalty: 2754.888428
	Iteration 49Q: 3 clusters Score -553904.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -553910.562500 Penalty: 2754.888428
	Iteration 50Q: 3 clusters Score -553910.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -553917.875000 Penalty: 2754.888428
	Iteration 51Q: 3 clusters Score -553917.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -553925.500000 Penalty: 2754.888428
	Iteration 52Q: 3 clusters Score -553925.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -553940.750000 Penalty: 2754.888428
	Iteration 53Q: 3 clusters Score -553940.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -553948.812500 Penalty: 2754.888428
	Iteration 54Q: 3 clusters Score -553948.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -553959.062500 Penalty: 2754.888428
	Iteration 55Q: 3 clusters Score -553959.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -553970.687500 Penalty: 2754.888428
	Iteration 56Q: 3 clusters Score -553970.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -553981.750000 Penalty: 2754.888428
	Iteration 57Q: 3 clusters Score -553981.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -553995.500000 Penalty: 2754.888428
	Iteration 58Q: 3 clusters Score -553995.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -554015.000000 Penalty: 2754.888428
	Iteration 59Q: 3 clusters Score -554015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -554045.562500 Penalty: 2754.888428
	Iteration 60F: 3 clusters Score -554045.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -554095.000000 Penalty: 2754.888428
	Iteration 61Q: 3 clusters Score -554095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -554149.062500 Penalty: 2754.888428
	Iteration 62Q: 3 clusters Score -554149.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -554210.187500 Penalty: 2754.888428
	Iteration 63Q: 3 clusters Score -554210.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -554246.875000 Penalty: 2754.888428
	Iteration 64Q: 3 clusters Score -554246.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -554274.187500 Penalty: 2754.888428
	Iteration 65Q: 3 clusters Score -554274.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -554294.000000 Penalty: 2754.888428
	Iteration 66Q: 3 clusters Score -554294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -554309.875000 Penalty: 2754.888428
	Iteration 67Q: 3 clusters Score -554309.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -554317.250000 Penalty: 2754.888428
	Iteration 68Q: 3 clusters Score -554317.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -554320.375000 Penalty: 2754.888428
	Iteration 69Q: 3 clusters Score -554320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -554322.875000 Penalty: 2754.888428
	Iteration 70Q: 3 clusters Score -554322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -554324.750000 Penalty: 2754.888428
	Iteration 71Q: 3 clusters Score -554324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -554327.125000 Penalty: 2754.888428
	Iteration 72Q: 3 clusters Score -554327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -554328.000000 Penalty: 2754.888428
	Iteration 73Q: 3 clusters Score -554328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -554328.875000 Penalty: 2754.888428
	Iteration 74Q: 3 clusters Score -554328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -554330.812500 Penalty: 2754.888428
	Iteration 75Q: 3 clusters Score -554330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -554331.062500 Penalty: 2754.888428
	Iteration 76Q: 3 clusters Score -554331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -554331.500000 Penalty: 2754.888428
	Iteration 77Q: 3 clusters Score -554331.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -554332.125000 Penalty: 2754.888428
	Iteration 78Q: 3 clusters Score -554332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -554331.937500 Penalty: 2754.888428
	Iteration 79Q: 3 clusters Score -554331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -554333.062500 Penalty: 2754.888428
	Iteration 80F: 3 clusters Score -554333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -554332.750000 Penalty: 2754.888428
	Iteration 81Q: 3 clusters Score -554332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -554334.062500 Penalty: 2754.888428
	Iteration 82Q: 3 clusters Score -554334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -554335.375000 Penalty: 2754.888428
	Iteration 83Q: 3 clusters Score -554335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -554336.937500 Penalty: 2754.888428
	Iteration 84Q: 3 clusters Score -554336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -554337.687500 Penalty: 2754.888428
	Iteration 85Q: 3 clusters Score -554337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -554337.687500 Penalty: 2754.888428
	Iteration 86F: 3 clusters Score -554337.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Entering Unmasked Estep 
Score: -3830293.000000 Penalty: 1689.158936
	Iteration 0F: 2 clusters Score -3830293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3808331.500000 Penalty: 3378.317871
	Iteration 0F: 3 clusters Score -3808332 nChanged 15123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3816832.750000 Penalty: 3378.317871
	Iteration 1F: 3 clusters Score -3816833 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3817258.500000 Penalty: 3378.317871
	Iteration 2Q: 3 clusters Score -3817258 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3817753.500000 Penalty: 3378.317871
	Iteration 3Q: 3 clusters Score -3817754 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3818330.000000 Penalty: 3378.317871
	Iteration 4Q: 3 clusters Score -3818330 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3819107.750000 Penalty: 3378.317871
	Iteration 5Q: 3 clusters Score -3819108 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3820264.750000 Penalty: 3378.317871
	Iteration 6F: 3 clusters Score -3820265 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3821867.500000 Penalty: 3378.317871
	Iteration 7F: 3 clusters Score -3821868 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3823636.750000 Penalty: 3378.317871
	Iteration 8F: 3 clusters Score -3823637 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3825206.500000 Penalty: 3378.317871
	Iteration 9F: 3 clusters Score -3825206 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3826392.500000 Penalty: 3378.317871
	Iteration 10Q: 3 clusters Score -3826392 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3827194.000000 Penalty: 3378.317871
	Iteration 11Q: 3 clusters Score -3827194 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -3827686.500000 Penalty: 3378.317871
	Iteration 12Q: 3 clusters Score -3827686 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -3827989.750000 Penalty: 3378.317871
	Iteration 13Q: 3 clusters Score -3827990 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -3828198.750000 Penalty: 3378.317871
	Iteration 14Q: 3 clusters Score -3828199 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -3828362.750000 Penalty: 3378.317871
	Iteration 15Q: 3 clusters Score -3828363 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -3828482.250000 Penalty: 3378.317871
	Iteration 16Q: 3 clusters Score -3828482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -3828563.500000 Penalty: 3378.317871
	Iteration 17Q: 3 clusters Score -3828564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -3828631.000000 Penalty: 3378.317871
	Iteration 18Q: 3 clusters Score -3828631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3828680.750000 Penalty: 3378.317871
	Iteration 19Q: 3 clusters Score -3828681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -3828722.500000 Penalty: 3378.317871
	Iteration 20F: 3 clusters Score -3828722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -3828762.250000 Penalty: 3378.317871
	Iteration 21Q: 3 clusters Score -3828762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -3828784.250000 Penalty: 3378.317871
	Iteration 22Q: 3 clusters Score -3828784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -3828803.500000 Penalty: 3378.317871
	Iteration 23Q: 3 clusters Score -3828804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -3828816.000000 Penalty: 3378.317871
	Iteration 24Q: 3 clusters Score -3828816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -3828822.500000 Penalty: 3378.317871
	Iteration 25Q: 3 clusters Score -3828822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3828828.000000 Penalty: 3378.317871
	Iteration 26Q: 3 clusters Score -3828828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -3828837.250000 Penalty: 3378.317871
	Iteration 27Q: 3 clusters Score -3828837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3828842.250000 Penalty: 3378.317871
	Iteration 28Q: 3 clusters Score -3828842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -3828850.750000 Penalty: 3378.317871
	Iteration 29Q: 3 clusters Score -3828851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -3828853.750000 Penalty: 3378.317871
	Iteration 30Q: 3 clusters Score -3828854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -3828855.500000 Penalty: 3378.317871
	Iteration 31Q: 3 clusters Score -3828856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -3828857.500000 Penalty: 3378.317871
	Iteration 32Q: 3 clusters Score -3828858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -3828857.500000 Penalty: 3378.317871
	Iteration 33F: 3 clusters Score -3828858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Entering Unmasked Estep 
Score: -1443063.625000 Penalty: 1534.635376
	Iteration 0F: 2 clusters Score -1443064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1434260.375000 Penalty: 3069.270752
	Iteration 0F: 3 clusters Score -1434260 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1437171.375000 Penalty: 3069.270752
	Iteration 1F: 3 clusters Score -1437171 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1437482.000000 Penalty: 3069.270752
	Iteration 2F: 3 clusters Score -1437482 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1437778.750000 Penalty: 3069.270752
	Iteration 3F: 3 clusters Score -1437779 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1438231.875000 Penalty: 3069.270752
	Iteration 4Q: 3 clusters Score -1438232 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1438887.875000 Penalty: 3069.270752
	Iteration 5F: 3 clusters Score -1438888 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1439415.500000 Penalty: 3069.270752
	Iteration 6F: 3 clusters Score -1439416 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1439749.875000 Penalty: 3069.270752
	Iteration 7Q: 3 clusters Score -1439750 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1439995.500000 Penalty: 3069.270752
	Iteration 8Q: 3 clusters Score -1439996 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1440198.000000 Penalty: 3069.270752
	Iteration 9Q: 3 clusters Score -1440198 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1440370.875000 Penalty: 3069.270752
	Iteration 10Q: 3 clusters Score -1440371 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1440552.125000 Penalty: 3069.270752
	Iteration 11Q: 3 clusters Score -1440552 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1440763.500000 Penalty: 3069.270752
	Iteration 12Q: 3 clusters Score -1440764 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1440974.875000 Penalty: 3069.270752
	Iteration 13Q: 3 clusters Score -1440975 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1441187.625000 Penalty: 3069.270752
	Iteration 14Q: 3 clusters Score -1441188 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1441353.750000 Penalty: 3069.270752
	Iteration 15Q: 3 clusters Score -1441354 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1441489.125000 Penalty: 3069.270752
	Iteration 16Q: 3 clusters Score -1441489 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1441574.750000 Penalty: 3069.270752
	Iteration 17Q: 3 clusters Score -1441575 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1441621.375000 Penalty: 3069.270752
	Iteration 18Q: 3 clusters Score -1441621 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1441665.500000 Penalty: 3069.270752
	Iteration 19Q: 3 clusters Score -1441666 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1441696.250000 Penalty: 3069.270752
	Iteration 20F: 3 clusters Score -1441696 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1441722.250000 Penalty: 3069.270752
	Iteration 21Q: 3 clusters Score -1441722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1441743.625000 Penalty: 3069.270752
	Iteration 22Q: 3 clusters Score -1441744 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1441761.500000 Penalty: 3069.270752
	Iteration 23Q: 3 clusters Score -1441762 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1441781.500000 Penalty: 3069.270752
	Iteration 24Q: 3 clusters Score -1441782 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1441811.250000 Penalty: 3069.270752
	Iteration 25Q: 3 clusters Score -1441811 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1441834.750000 Penalty: 3069.270752
	Iteration 26Q: 3 clusters Score -1441835 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1441861.125000 Penalty: 3069.270752
	Iteration 27Q: 3 clusters Score -1441861 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1441880.000000 Penalty: 3069.270752
	Iteration 28Q: 3 clusters Score -1441880 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1441906.750000 Penalty: 3069.270752
	Iteration 29Q: 3 clusters Score -1441907 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1441944.750000 Penalty: 3069.270752
	Iteration 30Q: 3 clusters Score -1441945 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1441990.250000 Penalty: 3069.270752
	Iteration 31Q: 3 clusters Score -1441990 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1442040.500000 Penalty: 3069.270752
	Iteration 32Q: 3 clusters Score -1442040 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1442107.000000 Penalty: 3069.270752
	Iteration 33Q: 3 clusters Score -1442107 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1442170.250000 Penalty: 3069.270752
	Iteration 34Q: 3 clusters Score -1442170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1442248.000000 Penalty: 3069.270752
	Iteration 35Q: 3 clusters Score -1442248 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1442313.625000 Penalty: 3069.270752
	Iteration 36Q: 3 clusters Score -1442314 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1442374.750000 Penalty: 3069.270752
	Iteration 37Q: 3 clusters Score -1442375 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1442439.625000 Penalty: 3069.270752
	Iteration 38Q: 3 clusters Score -1442440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1442489.750000 Penalty: 3069.270752
	Iteration 39Q: 3 clusters Score -1442490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1442521.500000 Penalty: 3069.270752
	Iteration 40F: 3 clusters Score -1442522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1442551.625000 Penalty: 3069.270752
	Iteration 41Q: 3 clusters Score -1442552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1442596.500000 Penalty: 3069.270752
	Iteration 42Q: 3 clusters Score -1442596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1442666.125000 Penalty: 3069.270752
	Iteration 43Q: 3 clusters Score -1442666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1442769.125000 Penalty: 3069.270752
	Iteration 44Q: 3 clusters Score -1442769 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1442961.250000 Penalty: 3069.270752
	Iteration 45Q: 3 clusters Score -1442961 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1443130.875000 Penalty: 3069.270752
	Iteration 46Q: 3 clusters Score -1443131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1443190.875000 Penalty: 3069.270752
	Iteration 47Q: 3 clusters Score -1443191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1443209.875000 Penalty: 3069.270752
	Iteration 48Q: 3 clusters Score -1443210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1443215.625000 Penalty: 3069.270752
	Iteration 49Q: 3 clusters Score -1443216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1443216.250000 Penalty: 3069.270752
	Iteration 50Q: 3 clusters Score -1443216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1443217.625000 Penalty: 3069.270752
	Iteration 51Q: 3 clusters Score -1443218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1443216.250000 Penalty: 3069.270752
	Iteration 52Q: 3 clusters Score -1443216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1443218.750000 Penalty: 3069.270752
	Iteration 53Q: 3 clusters Score -1443219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1443218.750000 Penalty: 3069.270752
	Iteration 54F: 3 clusters Score -1443219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 134290 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 105930 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 4807 members 
Mstep: Class 11 contains 11597 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 28466 members 
Mstep: Class 15 contains 30087 members 
Mstep: Class 16 contains 19489 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 32690 members 
Mstep: Class 19 contains 1162 members 
Mstep: Class 20 contains 35480 members 
Mstep: Class 21 contains 108885 members 
Mstep: Class 22 contains 91835 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14617 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Mstep: Class 29 contains 11469 members 
Entering Unmasked Estep 
Score: -86207984.000000 Penalty: 63808.488281
Splitting cluster 19 changes total score from -86208776.000000 to -86207984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (35480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Entering Unmasked Estep 
Score: -4110917.250000 Penalty: 1702.467773
	Iteration 0F: 2 clusters Score -4110917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -4087182.000000 Penalty: 3404.935547
	Iteration 0F: 3 clusters Score -4087182 nChanged 16413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -4096447.750000 Penalty: 3404.935547
	Iteration 1F: 3 clusters Score -4096448 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4097085.750000 Penalty: 3404.935547
	Iteration 2Q: 3 clusters Score -4097086 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4097819.500000 Penalty: 3404.935547
	Iteration 3F: 3 clusters Score -4097820 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4098806.250000 Penalty: 3404.935547
	Iteration 4F: 3 clusters Score -4098806 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -4100180.000000 Penalty: 3404.935547
	Iteration 5F: 3 clusters Score -4100180 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4101803.250000 Penalty: 3404.935547
	Iteration 6F: 3 clusters Score -4101803 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -4103609.000000 Penalty: 3404.935547
	Iteration 7F: 3 clusters Score -4103609 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4105256.250000 Penalty: 3404.935547
	Iteration 8F: 3 clusters Score -4105256 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -4106300.250000 Penalty: 3404.935547
	Iteration 9Q: 3 clusters Score -4106300 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -4106778.500000 Penalty: 3404.935547
	Iteration 10Q: 3 clusters Score -4106778 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -4107089.500000 Penalty: 3404.935547
	Iteration 11Q: 3 clusters Score -4107090 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -4107338.500000 Penalty: 3404.935547
	Iteration 12Q: 3 clusters Score -4107338 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -4107552.500000 Penalty: 3404.935547
	Iteration 13Q: 3 clusters Score -4107552 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -4107740.250000 Penalty: 3404.935547
	Iteration 14Q: 3 clusters Score -4107740 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -4107884.000000 Penalty: 3404.935547
	Iteration 15Q: 3 clusters Score -4107884 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -4107999.000000 Penalty: 3404.935547
	Iteration 16Q: 3 clusters Score -4107999 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -4108125.750000 Penalty: 3404.935547
	Iteration 17Q: 3 clusters Score -4108126 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4108219.750000 Penalty: 3404.935547
	Iteration 18Q: 3 clusters Score -4108220 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -4108343.000000 Penalty: 3404.935547
	Iteration 19Q: 3 clusters Score -4108343 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4108452.750000 Penalty: 3404.935547
	Iteration 20F: 3 clusters Score -4108453 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4108569.750000 Penalty: 3404.935547
	Iteration 21Q: 3 clusters Score -4108570 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4108685.250000 Penalty: 3404.935547
	Iteration 22Q: 3 clusters Score -4108685 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4108780.250000 Penalty: 3404.935547
	Iteration 23Q: 3 clusters Score -4108780 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4108886.250000 Penalty: 3404.935547
	Iteration 24Q: 3 clusters Score -4108886 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4108975.250000 Penalty: 3404.935547
	Iteration 25Q: 3 clusters Score -4108975 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4109051.750000 Penalty: 3404.935547
	Iteration 26Q: 3 clusters Score -4109052 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4109141.500000 Penalty: 3404.935547
	Iteration 27Q: 3 clusters Score -4109142 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4109221.000000 Penalty: 3404.935547
	Iteration 28Q: 3 clusters Score -4109221 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4109314.000000 Penalty: 3404.935547
	Iteration 29Q: 3 clusters Score -4109314 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4109378.500000 Penalty: 3404.935547
	Iteration 30Q: 3 clusters Score -4109378 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4109428.000000 Penalty: 3404.935547
	Iteration 31Q: 3 clusters Score -4109428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4109474.250000 Penalty: 3404.935547
	Iteration 32Q: 3 clusters Score -4109474 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4109520.250000 Penalty: 3404.935547
	Iteration 33Q: 3 clusters Score -4109520 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4109579.250000 Penalty: 3404.935547
	Iteration 34Q: 3 clusters Score -4109579 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4109638.500000 Penalty: 3404.935547
	Iteration 35Q: 3 clusters Score -4109638 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4109699.750000 Penalty: 3404.935547
	Iteration 36Q: 3 clusters Score -4109700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4109728.000000 Penalty: 3404.935547
	Iteration 37Q: 3 clusters Score -4109728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4109742.250000 Penalty: 3404.935547
	Iteration 38Q: 3 clusters Score -4109742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4109761.750000 Penalty: 3404.935547
	Iteration 39Q: 3 clusters Score -4109762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4109774.750000 Penalty: 3404.935547
	Iteration 40F: 3 clusters Score -4109775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4109779.250000 Penalty: 3404.935547
	Iteration 41Q: 3 clusters Score -4109779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4109811.000000 Penalty: 3404.935547
	Iteration 42Q: 3 clusters Score -4109811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4109830.500000 Penalty: 3404.935547
	Iteration 43Q: 3 clusters Score -4109830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4109849.500000 Penalty: 3404.935547
	Iteration 44Q: 3 clusters Score -4109850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4109866.000000 Penalty: 3404.935547
	Iteration 45Q: 3 clusters Score -4109866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4109870.500000 Penalty: 3404.935547
	Iteration 46Q: 3 clusters Score -4109870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4109881.500000 Penalty: 3404.935547
	Iteration 47Q: 3 clusters Score -4109882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4109886.500000 Penalty: 3404.935547
	Iteration 48Q: 3 clusters Score -4109886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4109895.750000 Penalty: 3404.935547
	Iteration 49Q: 3 clusters Score -4109896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4109906.500000 Penalty: 3404.935547
	Iteration 50Q: 3 clusters Score -4109906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4109905.750000 Penalty: 3404.935547
	Iteration 51Q: 3 clusters Score -4109906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4109910.750000 Penalty: 3404.935547
	Iteration 52Q: 3 clusters Score -4109911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4109921.250000 Penalty: 3404.935547
	Iteration 53Q: 3 clusters Score -4109921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4109922.000000 Penalty: 3404.935547
	Iteration 54Q: 3 clusters Score -4109922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4109926.750000 Penalty: 3404.935547
	Iteration 55Q: 3 clusters Score -4109927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4109927.750000 Penalty: 3404.935547
	Iteration 56Q: 3 clusters Score -4109928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4109926.750000 Penalty: 3404.935547
	Iteration 57Q: 3 clusters Score -4109927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4109923.000000 Penalty: 3404.935547
	Iteration 58Q: 3 clusters Score -4109923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4109923.500000 Penalty: 3404.935547
	Iteration 59Q: 3 clusters Score -4109924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4109928.250000 Penalty: 3404.935547
	Iteration 60F: 3 clusters Score -4109928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4109925.750000 Penalty: 3404.935547
	Iteration 61Q: 3 clusters Score -4109926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4109927.250000 Penalty: 3404.935547
	Iteration 62Q: 3 clusters Score -4109927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4109930.000000 Penalty: 3404.935547
	Iteration 63Q: 3 clusters Score -4109930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4109931.500000 Penalty: 3404.935547
	Iteration 64Q: 3 clusters Score -4109932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4109931.500000 Penalty: 3404.935547
	Iteration 65F: 3 clusters Score -4109932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (108885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Entering Unmasked Estep 
Score: -12728380.000000 Penalty: 1884.682739
	Iteration 0F: 2 clusters Score -1.272838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -12659385.000000 Penalty: 3769.365479
	Iteration 0F: 3 clusters Score -1.265938e+07 nChanged 52265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -12690009.000000 Penalty: 3769.365479
	Iteration 1F: 3 clusters Score -1.269001e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -12690857.000000 Penalty: 3769.365479
	Iteration 2Q: 3 clusters Score -1.269086e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -12692140.000000 Penalty: 3769.365479
	Iteration 3Q: 3 clusters Score -1.269214e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -12694014.000000 Penalty: 3769.365479
	Iteration 4Q: 3 clusters Score -1.269401e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -12697009.000000 Penalty: 3769.365479
	Iteration 5F: 3 clusters Score -1.269701e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -12701805.000000 Penalty: 3769.365479
	Iteration 6F: 3 clusters Score -1.27018e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -12707726.000000 Penalty: 3769.365479
	Iteration 7F: 3 clusters Score -1.270773e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -12712835.000000 Penalty: 3769.365479
	Iteration 8F: 3 clusters Score -1.271284e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
Score: -12715172.000000 Penalty: 3769.365479
	Iteration 9Q: 3 clusters Score -1.271517e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 84999 members 
Entering Unmasked Estep 
Score: -12716151.000000 Penalty: 3769.365479
	Iteration 10Q: 3 clusters Score -1.271615e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 86309 members 
Entering Unmasked Estep 
Score: -12716667.000000 Penalty: 3769.365479
	Iteration 11Q: 3 clusters Score -1.271667e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 87641 members 
Entering Unmasked Estep 
Score: -12717126.000000 Penalty: 3769.365479
	Iteration 12Q: 3 clusters Score -1.271713e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -12717601.000000 Penalty: 3769.365479
	Iteration 13Q: 3 clusters Score -1.27176e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -12717938.000000 Penalty: 3769.365479
	Iteration 14Q: 3 clusters Score -1.271794e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 91273 members 
Entering Unmasked Estep 
Score: -12718303.000000 Penalty: 3769.365479
	Iteration 15Q: 3 clusters Score -1.27183e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -12718626.000000 Penalty: 3769.365479
	Iteration 16Q: 3 clusters Score -1.271863e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -12719039.000000 Penalty: 3769.365479
	Iteration 17Q: 3 clusters Score -1.271904e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -12719490.000000 Penalty: 3769.365479
	Iteration 18Q: 3 clusters Score -1.271949e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 95832 members 
Entering Unmasked Estep 
Score: -12719811.000000 Penalty: 3769.365479
	Iteration 19Q: 3 clusters Score -1.271981e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -12720111.000000 Penalty: 3769.365479
	Iteration 20F: 3 clusters Score -1.272011e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 97891 members 
Entering Unmasked Estep 
Score: -12720579.000000 Penalty: 3769.365479
	Iteration 21Q: 3 clusters Score -1.272058e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 98882 members 
Entering Unmasked Estep 
Score: -12721013.000000 Penalty: 3769.365479
	Iteration 22Q: 3 clusters Score -1.272101e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -12721474.000000 Penalty: 3769.365479
	Iteration 23Q: 3 clusters Score -1.272147e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -12721931.000000 Penalty: 3769.365479
	Iteration 24Q: 3 clusters Score -1.272193e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -12722521.000000 Penalty: 3769.365479
	Iteration 25Q: 3 clusters Score -1.272252e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 102209 members 
Entering Unmasked Estep 
Score: -12723028.000000 Penalty: 3769.365479
	Iteration 26Q: 3 clusters Score -1.272303e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 102965 members 
Entering Unmasked Estep 
Score: -12723531.000000 Penalty: 3769.365479
	Iteration 27Q: 3 clusters Score -1.272353e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 103650 members 
Entering Unmasked Estep 
Score: -12723951.000000 Penalty: 3769.365479
	Iteration 28Q: 3 clusters Score -1.272395e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -12724382.000000 Penalty: 3769.365479
	Iteration 29Q: 3 clusters Score -1.272438e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 104809 members 
Entering Unmasked Estep 
Score: -12724712.000000 Penalty: 3769.365479
	Iteration 30Q: 3 clusters Score -1.272471e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 105287 members 
Entering Unmasked Estep 
Score: -12724946.000000 Penalty: 3769.365479
	Iteration 31Q: 3 clusters Score -1.272495e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 105733 members 
Entering Unmasked Estep 
Score: -12725220.000000 Penalty: 3769.365479
	Iteration 32Q: 3 clusters Score -1.272522e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -12725504.000000 Penalty: 3769.365479
	Iteration 33Q: 3 clusters Score -1.27255e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -12725713.000000 Penalty: 3769.365479
	Iteration 34Q: 3 clusters Score -1.272571e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 106731 members 
Entering Unmasked Estep 
Score: -12725828.000000 Penalty: 3769.365479
	Iteration 35Q: 3 clusters Score -1.272583e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 106957 members 
Entering Unmasked Estep 
Score: -12725961.000000 Penalty: 3769.365479
	Iteration 36Q: 3 clusters Score -1.272596e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 107152 members 
Entering Unmasked Estep 
Score: -12726074.000000 Penalty: 3769.365479
	Iteration 37Q: 3 clusters Score -1.272607e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -12726166.000000 Penalty: 3769.365479
	Iteration 38Q: 3 clusters Score -1.272617e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 107468 members 
Entering Unmasked Estep 
Score: -12726238.000000 Penalty: 3769.365479
	Iteration 39Q: 3 clusters Score -1.272624e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 107592 members 
Entering Unmasked Estep 
Score: -12726295.000000 Penalty: 3769.365479
	Iteration 40F: 3 clusters Score -1.27263e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 107702 members 
Entering Unmasked Estep 
Score: -12726361.000000 Penalty: 3769.365479
	Iteration 41Q: 3 clusters Score -1.272636e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -12726411.000000 Penalty: 3769.365479
	Iteration 42Q: 3 clusters Score -1.272641e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 107844 members 
Entering Unmasked Estep 
Score: -12726451.000000 Penalty: 3769.365479
	Iteration 43Q: 3 clusters Score -1.272645e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 107903 members 
Entering Unmasked Estep 
Score: -12726487.000000 Penalty: 3769.365479
	Iteration 44Q: 3 clusters Score -1.272649e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 107958 members 
Entering Unmasked Estep 
Score: -12726508.000000 Penalty: 3769.365479
	Iteration 45Q: 3 clusters Score -1.272651e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 108008 members 
Entering Unmasked Estep 
Score: -12726537.000000 Penalty: 3769.365479
	Iteration 46Q: 3 clusters Score -1.272654e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 108044 members 
Entering Unmasked Estep 
Score: -12726571.000000 Penalty: 3769.365479
	Iteration 47Q: 3 clusters Score -1.272657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 108072 members 
Entering Unmasked Estep 
Score: -12726590.000000 Penalty: 3769.365479
	Iteration 48Q: 3 clusters Score -1.272659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -12726576.000000 Penalty: 3769.365479
	Iteration 49Q: 3 clusters Score -1.272658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 108110 members 
Entering Unmasked Estep 
Score: -12726572.000000 Penalty: 3769.365479
	Iteration 50Q: 3 clusters Score -1.272657e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 108134 members 
Entering Unmasked Estep 
Score: -12726569.000000 Penalty: 3769.365479
	Iteration 51Q: 3 clusters Score -1.272657e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 108157 members 
Entering Unmasked Estep 
Score: -12726598.000000 Penalty: 3769.365479
	Iteration 52Q: 3 clusters Score -1.27266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 108181 members 
Entering Unmasked Estep 
Score: -12726607.000000 Penalty: 3769.365479
	Iteration 53Q: 3 clusters Score -1.272661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 108201 members 
Entering Unmasked Estep 
Score: -12726619.000000 Penalty: 3769.365479
	Iteration 54Q: 3 clusters Score -1.272662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 108213 members 
Entering Unmasked Estep 
Score: -12726622.000000 Penalty: 3769.365479
	Iteration 55Q: 3 clusters Score -1.272662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 108225 members 
Entering Unmasked Estep 
Score: -12726640.000000 Penalty: 3769.365479
	Iteration 56Q: 3 clusters Score -1.272664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 108235 members 
Entering Unmasked Estep 
Score: -12726657.000000 Penalty: 3769.365479
	Iteration 57Q: 3 clusters Score -1.272666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 108245 members 
Entering Unmasked Estep 
Score: -12726664.000000 Penalty: 3769.365479
	Iteration 58Q: 3 clusters Score -1.272666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 108252 members 
Entering Unmasked Estep 
Score: -12726669.000000 Penalty: 3769.365479
	Iteration 59Q: 3 clusters Score -1.272667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -12726661.000000 Penalty: 3769.365479
	Iteration 60F: 3 clusters Score -1.272666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -12726660.000000 Penalty: 3769.365479
	Iteration 61Q: 3 clusters Score -1.272666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 108266 members 
Entering Unmasked Estep 
Score: -12726674.000000 Penalty: 3769.365479
	Iteration 62Q: 3 clusters Score -1.272667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 108269 members 
Entering Unmasked Estep 
Score: -12726666.000000 Penalty: 3769.365479
	Iteration 63Q: 3 clusters Score -1.272667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -12726673.000000 Penalty: 3769.365479
	Iteration 64Q: 3 clusters Score -1.272667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -12726673.000000 Penalty: 3769.365479
	Iteration 65F: 3 clusters Score -1.272667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (91835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91835 members 
Entering Unmasked Estep 
Score: -10746954.000000 Penalty: 1857.009155
	Iteration 0F: 2 clusters Score -1.074695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -10687600.000000 Penalty: 3714.018311
	Iteration 0F: 3 clusters Score -1.06876e+07 nChanged 43873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -10712992.000000 Penalty: 3714.018311
	Iteration 1F: 3 clusters Score -1.071299e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -10713839.000000 Penalty: 3714.018311
	Iteration 2Q: 3 clusters Score -1.071384e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -10715032.000000 Penalty: 3714.018311
	Iteration 3Q: 3 clusters Score -1.071503e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -10717134.000000 Penalty: 3714.018311
	Iteration 4Q: 3 clusters Score -1.071713e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -10721059.000000 Penalty: 3714.018311
	Iteration 5F: 3 clusters Score -1.072106e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -10727044.000000 Penalty: 3714.018311
	Iteration 6F: 3 clusters Score -1.072704e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -10734502.000000 Penalty: 3714.018311
	Iteration 7F: 3 clusters Score -1.07345e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -10740238.000000 Penalty: 3714.018311
	Iteration 8F: 3 clusters Score -1.074024e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -10743006.000000 Penalty: 3714.018311
	Iteration 9Q: 3 clusters Score -1.074301e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -10744215.000000 Penalty: 3714.018311
	Iteration 10Q: 3 clusters Score -1.074422e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -10744745.000000 Penalty: 3714.018311
	Iteration 11Q: 3 clusters Score -1.074474e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -10745008.000000 Penalty: 3714.018311
	Iteration 12Q: 3 clusters Score -1.074501e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10745190.000000 Penalty: 3714.018311
	Iteration 13Q: 3 clusters Score -1.074519e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10745262.000000 Penalty: 3714.018311
	Iteration 14Q: 3 clusters Score -1.074526e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90547 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -10745282.000000 Penalty: 3714.018311
	Iteration 15Q: 3 clusters Score -1.074528e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90699 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10745311.000000 Penalty: 3714.018311
	Iteration 16Q: 3 clusters Score -1.074531e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10745373.000000 Penalty: 3714.018311
	Iteration 17Q: 3 clusters Score -1.074537e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10745416.000000 Penalty: 3714.018311
	Iteration 18Q: 3 clusters Score -1.074542e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10745393.000000 Penalty: 3714.018311
	Iteration 19Q: 3 clusters Score -1.074539e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10745411.000000 Penalty: 3714.018311
	Iteration 20F: 3 clusters Score -1.074541e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10745447.000000 Penalty: 3714.018311
	Iteration 21Q: 3 clusters Score -1.074545e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91214 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10745457.000000 Penalty: 3714.018311
	Iteration 22Q: 3 clusters Score -1.074546e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91252 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10745459.000000 Penalty: 3714.018311
	Iteration 23Q: 3 clusters Score -1.074546e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10745462.000000 Penalty: 3714.018311
	Iteration 24Q: 3 clusters Score -1.074546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91288 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10745471.000000 Penalty: 3714.018311
	Iteration 25Q: 3 clusters Score -1.074547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10745473.000000 Penalty: 3714.018311
	Iteration 26Q: 3 clusters Score -1.074547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91308 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10745472.000000 Penalty: 3714.018311
	Iteration 27Q: 3 clusters Score -1.074547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10745474.000000 Penalty: 3714.018311
	Iteration 28Q: 3 clusters Score -1.074547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10745479.000000 Penalty: 3714.018311
	Iteration 29Q: 3 clusters Score -1.074548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10745485.000000 Penalty: 3714.018311
	Iteration 30Q: 3 clusters Score -1.074548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10745480.000000 Penalty: 3714.018311
	Iteration 31Q: 3 clusters Score -1.074548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10745490.000000 Penalty: 3714.018311
	Iteration 32Q: 3 clusters Score -1.074549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10745491.000000 Penalty: 3714.018311
	Iteration 33Q: 3 clusters Score -1.074549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91342 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10745498.000000 Penalty: 3714.018311
	Iteration 34Q: 3 clusters Score -1.07455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91346 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10745501.000000 Penalty: 3714.018311
	Iteration 35Q: 3 clusters Score -1.07455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10745504.000000 Penalty: 3714.018311
	Iteration 36Q: 3 clusters Score -1.07455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10745508.000000 Penalty: 3714.018311
	Iteration 37Q: 3 clusters Score -1.074551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10745510.000000 Penalty: 3714.018311
	Iteration 38Q: 3 clusters Score -1.074551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10745510.000000 Penalty: 3714.018311
	Iteration 39F: 3 clusters Score -1.074551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Entering Unmasked Estep 
Score: -667828.812500 Penalty: 1420.953369
	Iteration 0F: 2 clusters Score -667828.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -663019.312500 Penalty: 2841.906738
	Iteration 0F: 3 clusters Score -663019.3 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -664518.812500 Penalty: 2841.906738
	Iteration 1F: 3 clusters Score -664518.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -664865.250000 Penalty: 2841.906738
	Iteration 2F: 3 clusters Score -664865.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -665188.125000 Penalty: 2841.906738
	Iteration 3F: 3 clusters Score -665188.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -665595.375000 Penalty: 2841.906738
	Iteration 4F: 3 clusters Score -665595.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -666015.187500 Penalty: 2841.906738
	Iteration 5F: 3 clusters Score -666015.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -666422.875000 Penalty: 2841.906738
	Iteration 6F: 3 clusters Score -666422.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -666735.812500 Penalty: 2841.906738
	Iteration 7F: 3 clusters Score -666735.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -666939.750000 Penalty: 2841.906738
	Iteration 8F: 3 clusters Score -666939.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -667050.875000 Penalty: 2841.906738
	Iteration 9Q: 3 clusters Score -667050.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -667110.187500 Penalty: 2841.906738
	Iteration 10Q: 3 clusters Score -667110.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -667135.375000 Penalty: 2841.906738
	Iteration 11Q: 3 clusters Score -667135.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -667154.750000 Penalty: 2841.906738
	Iteration 12Q: 3 clusters Score -667154.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -667165.000000 Penalty: 2841.906738
	Iteration 13Q: 3 clusters Score -667165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -667172.437500 Penalty: 2841.906738
	Iteration 14Q: 3 clusters Score -667172.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -667174.937500 Penalty: 2841.906738
	Iteration 15Q: 3 clusters Score -667174.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -667178.437500 Penalty: 2841.906738
	Iteration 16Q: 3 clusters Score -667178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -667179.187500 Penalty: 2841.906738
	Iteration 17Q: 3 clusters Score -667179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -667179.000000 Penalty: 2841.906738
	Iteration 18Q: 3 clusters Score -667179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -667181.437500 Penalty: 2841.906738
	Iteration 19Q: 3 clusters Score -667181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -667179.937500 Penalty: 2841.906738
	Iteration 20F: 3 clusters Score -667179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -667181.937500 Penalty: 2841.906738
	Iteration 21Q: 3 clusters Score -667181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -667182.437500 Penalty: 2841.906738
	Iteration 22Q: 3 clusters Score -667182.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -667185.062500 Penalty: 2841.906738
	Iteration 23Q: 3 clusters Score -667185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -667184.312500 Penalty: 2841.906738
	Iteration 24Q: 3 clusters Score -667184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -667185.062500 Penalty: 2841.906738
	Iteration 25Q: 3 clusters Score -667185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -667187.062500 Penalty: 2841.906738
	Iteration 26Q: 3 clusters Score -667187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -667189.187500 Penalty: 2841.906738
	Iteration 27Q: 3 clusters Score -667189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -667188.625000 Penalty: 2841.906738
	Iteration 28Q: 3 clusters Score -667188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -667190.000000 Penalty: 2841.906738
	Iteration 29Q: 3 clusters Score -667190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -667189.375000 Penalty: 2841.906738
	Iteration 30Q: 3 clusters Score -667189.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -667190.187500 Penalty: 2841.906738
	Iteration 31Q: 3 clusters Score -667190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -667189.250000 Penalty: 2841.906738
	Iteration 32Q: 3 clusters Score -667189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -667191.750000 Penalty: 2841.906738
	Iteration 33Q: 3 clusters Score -667191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -667191.562500 Penalty: 2841.906738
	Iteration 34Q: 3 clusters Score -667191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -667193.250000 Penalty: 2841.906738
	Iteration 35Q: 3 clusters Score -667193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -667192.875000 Penalty: 2841.906738
	Iteration 36Q: 3 clusters Score -667192.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -667192.875000 Penalty: 2841.906738
	Iteration 37F: 3 clusters Score -667192.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Entering Unmasked Estep 
Score: -1707752.000000 Penalty: 1558.365234
	Iteration 0F: 2 clusters Score -1707752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1697552.125000 Penalty: 3116.730469
	Iteration 0F: 3 clusters Score -1697552 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1701000.125000 Penalty: 3116.730469
	Iteration 1F: 3 clusters Score -1701000 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1701234.875000 Penalty: 3116.730469
	Iteration 2Q: 3 clusters Score -1701235 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1701442.750000 Penalty: 3116.730469
	Iteration 3Q: 3 clusters Score -1701443 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1701646.875000 Penalty: 3116.730469
	Iteration 4Q: 3 clusters Score -1701647 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1701886.875000 Penalty: 3116.730469
	Iteration 5Q: 3 clusters Score -1701887 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1702177.875000 Penalty: 3116.730469
	Iteration 6Q: 3 clusters Score -1702178 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1702618.000000 Penalty: 3116.730469
	Iteration 7F: 3 clusters Score -1702618 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1703231.875000 Penalty: 3116.730469
	Iteration 8F: 3 clusters Score -1703232 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1704054.500000 Penalty: 3116.730469
	Iteration 9F: 3 clusters Score -1704054 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1704864.750000 Penalty: 3116.730469
	Iteration 10F: 3 clusters Score -1704865 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1705565.875000 Penalty: 3116.730469
	Iteration 11Q: 3 clusters Score -1705566 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1706006.000000 Penalty: 3116.730469
	Iteration 12Q: 3 clusters Score -1706006 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1706198.500000 Penalty: 3116.730469
	Iteration 13Q: 3 clusters Score -1706198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1706269.875000 Penalty: 3116.730469
	Iteration 14Q: 3 clusters Score -1706270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1706307.500000 Penalty: 3116.730469
	Iteration 15Q: 3 clusters Score -1706308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1706322.875000 Penalty: 3116.730469
	Iteration 16Q: 3 clusters Score -1706323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1706335.625000 Penalty: 3116.730469
	Iteration 17Q: 3 clusters Score -1706336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1706343.875000 Penalty: 3116.730469
	Iteration 18Q: 3 clusters Score -1706344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1706349.500000 Penalty: 3116.730469
	Iteration 19Q: 3 clusters Score -1706350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1706355.625000 Penalty: 3116.730469
	Iteration 20F: 3 clusters Score -1706356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1706359.125000 Penalty: 3116.730469
	Iteration 21Q: 3 clusters Score -1706359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1706361.625000 Penalty: 3116.730469
	Iteration 22Q: 3 clusters Score -1706362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1706363.000000 Penalty: 3116.730469
	Iteration 23Q: 3 clusters Score -1706363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1706364.750000 Penalty: 3116.730469
	Iteration 24Q: 3 clusters Score -1706365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1706366.000000 Penalty: 3116.730469
	Iteration 25Q: 3 clusters Score -1706366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1706366.000000 Penalty: 3116.730469
	Iteration 26F: 3 clusters Score -1706366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -304736.531250 Penalty: 1280.384888
	Iteration 0F: 2 clusters Score -304736.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -302209.125000 Penalty: 2560.769775
	Iteration 0F: 3 clusters Score -302209.1 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -302797.250000 Penalty: 2560.769775
	Iteration 1F: 3 clusters Score -302797.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -302923.906250 Penalty: 2560.769775
	Iteration 2F: 3 clusters Score -302923.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -302993.750000 Penalty: 2560.769775
	Iteration 3F: 3 clusters Score -302993.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -303033.562500 Penalty: 2560.769775
	Iteration 4Q: 3 clusters Score -303033.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -303070.031250 Penalty: 2560.769775
	Iteration 5Q: 3 clusters Score -303070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -303095.218750 Penalty: 2560.769775
	Iteration 6Q: 3 clusters Score -303095.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -303114.468750 Penalty: 2560.769775
	Iteration 7Q: 3 clusters Score -303114.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -303138.406250 Penalty: 2560.769775
	Iteration 8Q: 3 clusters Score -303138.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -303166.625000 Penalty: 2560.769775
	Iteration 9Q: 3 clusters Score -303166.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -303204.968750 Penalty: 2560.769775
	Iteration 10Q: 3 clusters Score -303205 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -303242.406250 Penalty: 2560.769775
	Iteration 11Q: 3 clusters Score -303242.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -303280.281250 Penalty: 2560.769775
	Iteration 12Q: 3 clusters Score -303280.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -303325.500000 Penalty: 2560.769775
	Iteration 13Q: 3 clusters Score -303325.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -303363.406250 Penalty: 2560.769775
	Iteration 14Q: 3 clusters Score -303363.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -303391.375000 Penalty: 2560.769775
	Iteration 15Q: 3 clusters Score -303391.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -303423.625000 Penalty: 2560.769775
	Iteration 16Q: 3 clusters Score -303423.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -303454.875000 Penalty: 2560.769775
	Iteration 17Q: 3 clusters Score -303454.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -303479.531250 Penalty: 2560.769775
	Iteration 18Q: 3 clusters Score -303479.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -303496.281250 Penalty: 2560.769775
	Iteration 19Q: 3 clusters Score -303496.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -303510.000000 Penalty: 2560.769775
	Iteration 20F: 3 clusters Score -303510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -303520.281250 Penalty: 2560.769775
	Iteration 21Q: 3 clusters Score -303520.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -303530.031250 Penalty: 2560.769775
	Iteration 22Q: 3 clusters Score -303530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -303538.218750 Penalty: 2560.769775
	Iteration 23Q: 3 clusters Score -303538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -303545.125000 Penalty: 2560.769775
	Iteration 24Q: 3 clusters Score -303545.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -303549.218750 Penalty: 2560.769775
	Iteration 25Q: 3 clusters Score -303549.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -303551.593750 Penalty: 2560.769775
	Iteration 26Q: 3 clusters Score -303551.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -303553.718750 Penalty: 2560.769775
	Iteration 27Q: 3 clusters Score -303553.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -303556.718750 Penalty: 2560.769775
	Iteration 28Q: 3 clusters Score -303556.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -303564.812500 Penalty: 2560.769775
	Iteration 29Q: 3 clusters Score -303564.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -303571.812500 Penalty: 2560.769775
	Iteration 30Q: 3 clusters Score -303571.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -303580.343750 Penalty: 2560.769775
	Iteration 31Q: 3 clusters Score -303580.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -303587.406250 Penalty: 2560.769775
	Iteration 32Q: 3 clusters Score -303587.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -303594.531250 Penalty: 2560.769775
	Iteration 33Q: 3 clusters Score -303594.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -303600.718750 Penalty: 2560.769775
	Iteration 34Q: 3 clusters Score -303600.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -303609.687500 Penalty: 2560.769775
	Iteration 35Q: 3 clusters Score -303609.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -303617.156250 Penalty: 2560.769775
	Iteration 36Q: 3 clusters Score -303617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -303626.531250 Penalty: 2560.769775
	Iteration 37Q: 3 clusters Score -303626.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -303632.468750 Penalty: 2560.769775
	Iteration 38Q: 3 clusters Score -303632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -303636.437500 Penalty: 2560.769775
	Iteration 39Q: 3 clusters Score -303636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -303642.875000 Penalty: 2560.769775
	Iteration 40F: 3 clusters Score -303642.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -303646.687500 Penalty: 2560.769775
	Iteration 41Q: 3 clusters Score -303646.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -303652.312500 Penalty: 2560.769775
	Iteration 42Q: 3 clusters Score -303652.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -303655.375000 Penalty: 2560.769775
	Iteration 43Q: 3 clusters Score -303655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -303658.406250 Penalty: 2560.769775
	Iteration 44Q: 3 clusters Score -303658.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -303664.187500 Penalty: 2560.769775
	Iteration 45Q: 3 clusters Score -303664.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -303670.656250 Penalty: 2560.769775
	Iteration 46Q: 3 clusters Score -303670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -303676.187500 Penalty: 2560.769775
	Iteration 47Q: 3 clusters Score -303676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -303680.125000 Penalty: 2560.769775
	Iteration 48Q: 3 clusters Score -303680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -303684.093750 Penalty: 2560.769775
	Iteration 49Q: 3 clusters Score -303684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -303685.875000 Penalty: 2560.769775
	Iteration 50Q: 3 clusters Score -303685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -303690.468750 Penalty: 2560.769775
	Iteration 51Q: 3 clusters Score -303690.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -303695.843750 Penalty: 2560.769775
	Iteration 52Q: 3 clusters Score -303695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -303699.687500 Penalty: 2560.769775
	Iteration 53Q: 3 clusters Score -303699.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -303702.968750 Penalty: 2560.769775
	Iteration 54Q: 3 clusters Score -303703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -303702.968750 Penalty: 2560.769775
	Iteration 55F: 3 clusters Score -303703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -43657.976562 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -43657.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42779.804688 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -42779.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43123.570312 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -43123.57 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43289.589844 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -43289.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43440.132812 Penalty: 1981.143066
	Iteration 3F: 3 clusters Score -43440.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43501.437500 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -43501.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -43566.429688 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -43566.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -43636.562500 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -43636.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43643.933594 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -43643.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43651.363281 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -43651.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43651.363281 Penalty: 1981.143066
	Iteration 9F: 3 clusters Score -43651.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -11671.138672 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -11671.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11153.735352 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -11153.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11226.097656 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -11226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11239.379883 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -11239.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11246.275391 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -11246.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11246.275391 Penalty: 1612.924561
	Iteration 4F: 3 clusters Score -11246.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -115407.085938 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -115407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113930.578125 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -113930.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -114158.976562 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -114159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -114209.304688 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -114209.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -114234.460938 Penalty: 2246.964600
	Iteration 3Q: 3 clusters Score -114234.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -114257.750000 Penalty: 2246.964600
	Iteration 4Q: 3 clusters Score -114257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -114271.406250 Penalty: 2246.964600
	Iteration 5Q: 3 clusters Score -114271.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -114283.382812 Penalty: 2246.964600
	Iteration 6Q: 3 clusters Score -114283.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -114303.281250 Penalty: 2246.964600
	Iteration 7Q: 3 clusters Score -114303.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -114316.898438 Penalty: 2246.964600
	Iteration 8Q: 3 clusters Score -114316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -114337.351562 Penalty: 2246.964600
	Iteration 9Q: 3 clusters Score -114337.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -114358.515625 Penalty: 2246.964600
	Iteration 10Q: 3 clusters Score -114358.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -114374.023438 Penalty: 2246.964600
	Iteration 11Q: 3 clusters Score -114374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -114379.171875 Penalty: 2246.964600
	Iteration 12Q: 3 clusters Score -114379.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -114382.296875 Penalty: 2246.964600
	Iteration 13Q: 3 clusters Score -114382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -114384.953125 Penalty: 2246.964600
	Iteration 14Q: 3 clusters Score -114385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -114384.953125 Penalty: 2246.964600
	Iteration 15F: 3 clusters Score -114385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 134290 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 105930 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3419 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 10 contains 4807 members 
Mstep: Class 11 contains 11597 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 28466 members 
Mstep: Class 15 contains 30087 members 
Mstep: Class 16 contains 19489 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 32690 members 
Mstep: Class 19 contains 12631 members 
Mstep: Class 20 contains 35480 members 
Mstep: Class 21 contains 108885 members 
Mstep: Class 22 contains 91835 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14617 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208752.000000 Penalty: 61608.199219
Iteration 239Q: 29 clusters Score -8.620875e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 134280 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 106087 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3404 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 4808 members 
Mstep: Class 11 contains 11596 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 28466 members 
Mstep: Class 15 contains 30085 members 
Mstep: Class 16 contains 19475 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 32494 members 
Mstep: Class 19 contains 12630 members 
Mstep: Class 20 contains 35473 members 
Mstep: Class 21 contains 108925 members 
Mstep: Class 22 contains 91871 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14614 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208688.000000 Penalty: 61608.199219
Iteration 240F: 29 clusters Score -8.620869e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28422 members 
Mstep: Class 4 contains 134264 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 106284 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 11597 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 28464 members 
Mstep: Class 15 contains 30082 members 
Mstep: Class 16 contains 19460 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 32266 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 35457 members 
Mstep: Class 21 contains 108959 members 
Mstep: Class 22 contains 91911 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14612 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208736.000000 Penalty: 61608.199219
Iteration 241Q: 29 clusters Score -8.620874e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 28419 members 
Mstep: Class 4 contains 134254 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 106508 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 11593 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 28462 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 19440 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 32060 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 108979 members 
Mstep: Class 22 contains 91923 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14612 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208624.000000 Penalty: 61608.199219
Iteration 242Q: 29 clusters Score -8.620862e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28416 members 
Mstep: Class 4 contains 134240 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 106753 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3368 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 28460 members 
Mstep: Class 15 contains 30077 members 
Mstep: Class 16 contains 19402 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 31845 members 
Mstep: Class 19 contains 12634 members 
Mstep: Class 20 contains 35439 members 
Mstep: Class 21 contains 109021 members 
Mstep: Class 22 contains 91916 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14609 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208464.000000 Penalty: 61608.199219
Iteration 243Q: 29 clusters Score -8.620846e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28413 members 
Mstep: Class 4 contains 134243 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 106968 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 4811 members 
Mstep: Class 11 contains 11577 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4367 members 
Mstep: Class 14 contains 28458 members 
Mstep: Class 15 contains 30073 members 
Mstep: Class 16 contains 19375 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 31623 members 
Mstep: Class 19 contains 12634 members 
Mstep: Class 20 contains 35430 members 
Mstep: Class 21 contains 109071 members 
Mstep: Class 22 contains 91921 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14605 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208416.000000 Penalty: 61608.199219
Iteration 244Q: 29 clusters Score -8.620842e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 28407 members 
Mstep: Class 4 contains 134252 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 107134 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3345 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 4811 members 
Mstep: Class 11 contains 11570 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4374 members 
Mstep: Class 14 contains 28454 members 
Mstep: Class 15 contains 30070 members 
Mstep: Class 16 contains 19343 members 
Mstep: Class 17 contains 4803 members 
Mstep: Class 18 contains 31436 members 
Mstep: Class 19 contains 12632 members 
Mstep: Class 20 contains 35421 members 
Mstep: Class 21 contains 109126 members 
Mstep: Class 22 contains 91925 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14602 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208384.000000 Penalty: 61608.199219
Iteration 245Q: 29 clusters Score -8.620838e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67476 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 3 contains 28398 members 
Mstep: Class 4 contains 134254 members 
Mstep: Class 5 contains 4753 members 
Mstep: Class 6 contains 107282 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4380 members 
Mstep: Class 14 contains 28457 members 
Mstep: Class 15 contains 30069 members 
Mstep: Class 16 contains 19328 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 31249 members 
Mstep: Class 19 contains 12631 members 
Mstep: Class 20 contains 35415 members 
Mstep: Class 21 contains 109184 members 
Mstep: Class 22 contains 91941 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14600 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208416.000000 Penalty: 61608.199219
Iteration 246Q: 29 clusters Score -8.620842e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 28390 members 
Mstep: Class 4 contains 134254 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 107421 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 11545 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4383 members 
Mstep: Class 14 contains 28460 members 
Mstep: Class 15 contains 30067 members 
Mstep: Class 16 contains 19309 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 31075 members 
Mstep: Class 19 contains 12630 members 
Mstep: Class 20 contains 35412 members 
Mstep: Class 21 contains 109238 members 
Mstep: Class 22 contains 91960 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14595 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208432.000000 Penalty: 61608.199219
Iteration 247Q: 29 clusters Score -8.620843e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 3138 members 
Mstep: Class 3 contains 28385 members 
Mstep: Class 4 contains 134258 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 107551 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3311 members 
Mstep: Class 9 contains 1273 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 11538 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4387 members 
Mstep: Class 14 contains 28461 members 
Mstep: Class 15 contains 30067 members 
Mstep: Class 16 contains 19287 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 30898 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 35413 members 
Mstep: Class 21 contains 109290 members 
Mstep: Class 22 contains 91990 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14592 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208520.000000 Penalty: 61608.199219
Iteration 248Q: 29 clusters Score -8.620852e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 28379 members 
Mstep: Class 4 contains 134255 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 107674 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3297 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 11534 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 28463 members 
Mstep: Class 15 contains 30067 members 
Mstep: Class 16 contains 19270 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 30733 members 
Mstep: Class 19 contains 12632 members 
Mstep: Class 20 contains 35409 members 
Mstep: Class 21 contains 109331 members 
Mstep: Class 22 contains 92024 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14591 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208472.000000 Penalty: 61608.199219
Iteration 249Q: 29 clusters Score -8.620847e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28376 members 
Mstep: Class 4 contains 134264 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 107800 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3293 members 
Mstep: Class 9 contains 1270 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 11521 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4391 members 
Mstep: Class 14 contains 28464 members 
Mstep: Class 15 contains 30063 members 
Mstep: Class 16 contains 19253 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 30565 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 35408 members 
Mstep: Class 21 contains 109364 members 
Mstep: Class 22 contains 92047 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14588 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208248.000000 Penalty: 61608.199219
Iteration 250Q: 29 clusters Score -8.620825e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 28374 members 
Mstep: Class 4 contains 134269 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 107950 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3280 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 11511 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4392 members 
Mstep: Class 14 contains 28464 members 
Mstep: Class 15 contains 30057 members 
Mstep: Class 16 contains 19241 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 30406 members 
Mstep: Class 19 contains 12632 members 
Mstep: Class 20 contains 35407 members 
Mstep: Class 21 contains 109400 members 
Mstep: Class 22 contains 92056 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14585 members 
Mstep: Class 25 contains 2645 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208160.000000 Penalty: 61608.199219
Iteration 251Q: 29 clusters Score -8.620816e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28370 members 
Mstep: Class 4 contains 134273 members 
Mstep: Class 5 contains 4753 members 
Mstep: Class 6 contains 108097 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4802 members 
Mstep: Class 11 contains 11511 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 28465 members 
Mstep: Class 15 contains 30056 members 
Mstep: Class 16 contains 19228 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 30262 members 
Mstep: Class 19 contains 12635 members 
Mstep: Class 20 contains 35407 members 
Mstep: Class 21 contains 109446 members 
Mstep: Class 22 contains 92027 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14585 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208184.000000 Penalty: 61608.199219
Iteration 252Q: 29 clusters Score -8.620818e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 28372 members 
Mstep: Class 4 contains 134245 members 
Mstep: Class 5 contains 4758 members 
Mstep: Class 6 contains 108239 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3246 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 11507 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 28460 members 
Mstep: Class 15 contains 30050 members 
Mstep: Class 16 contains 19211 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 30105 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35409 members 
Mstep: Class 21 contains 109499 members 
Mstep: Class 22 contains 92033 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14587 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208248.000000 Penalty: 61608.199219
Iteration 253Q: 29 clusters Score -8.620825e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28375 members 
Mstep: Class 4 contains 134237 members 
Mstep: Class 5 contains 4758 members 
Mstep: Class 6 contains 108359 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4798 members 
Mstep: Class 11 contains 11502 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 28458 members 
Mstep: Class 15 contains 30045 members 
Mstep: Class 16 contains 19191 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 29959 members 
Mstep: Class 19 contains 12637 members 
Mstep: Class 20 contains 35414 members 
Mstep: Class 21 contains 109532 members 
Mstep: Class 22 contains 92054 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14586 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208072.000000 Penalty: 61608.199219
Iteration 254Q: 29 clusters Score -8.620807e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28374 members 
Mstep: Class 4 contains 134247 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 108447 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4793 members 
Mstep: Class 11 contains 11499 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 28453 members 
Mstep: Class 15 contains 30040 members 
Mstep: Class 16 contains 19171 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 29840 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35414 members 
Mstep: Class 21 contains 109561 members 
Mstep: Class 22 contains 92091 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14585 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208120.000000 Penalty: 61608.199219
Iteration 255Q: 29 clusters Score -8.620812e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28373 members 
Mstep: Class 4 contains 134245 members 
Mstep: Class 5 contains 4758 members 
Mstep: Class 6 contains 108534 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 4791 members 
Mstep: Class 11 contains 11489 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 28449 members 
Mstep: Class 15 contains 30037 members 
Mstep: Class 16 contains 19164 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 29742 members 
Mstep: Class 19 contains 12637 members 
Mstep: Class 20 contains 35412 members 
Mstep: Class 21 contains 109576 members 
Mstep: Class 22 contains 92124 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14586 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 445 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208056.000000 Penalty: 61608.199219
Iteration 256Q: 29 clusters Score -8.620806e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28376 members 
Mstep: Class 4 contains 134244 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 108613 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3216 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4791 members 
Mstep: Class 11 contains 11482 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 28449 members 
Mstep: Class 15 contains 30037 members 
Mstep: Class 16 contains 19147 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 29642 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35412 members 
Mstep: Class 21 contains 109605 members 
Mstep: Class 22 contains 92133 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14586 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208040.000000 Penalty: 61608.199219
Iteration 257Q: 29 clusters Score -8.620804e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28379 members 
Mstep: Class 4 contains 134241 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 108697 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3208 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4793 members 
Mstep: Class 11 contains 11471 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 28451 members 
Mstep: Class 15 contains 30035 members 
Mstep: Class 16 contains 19137 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 29553 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35409 members 
Mstep: Class 21 contains 109619 members 
Mstep: Class 22 contains 92142 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14586 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207912.000000 Penalty: 61608.199219
Iteration 258Q: 29 clusters Score -8.620791e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28372 members 
Mstep: Class 4 contains 134242 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 108764 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4798 members 
Mstep: Class 11 contains 11460 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 28452 members 
Mstep: Class 15 contains 30036 members 
Mstep: Class 16 contains 19128 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 29469 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35406 members 
Mstep: Class 21 contains 109640 members 
Mstep: Class 22 contains 92163 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14587 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207856.000000 Penalty: 61608.199219
Iteration 259Q: 29 clusters Score -8.620786e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28371 members 
Mstep: Class 4 contains 134240 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 108827 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4798 members 
Mstep: Class 11 contains 11451 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 28452 members 
Mstep: Class 15 contains 30031 members 
Mstep: Class 16 contains 19122 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 29388 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35407 members 
Mstep: Class 21 contains 109671 members 
Mstep: Class 22 contains 92175 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14588 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207888.000000 Penalty: 61608.199219
Iteration 260F: 29 clusters Score -8.620789e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28373 members 
Mstep: Class 4 contains 134248 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 108906 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3162 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 4797 members 
Mstep: Class 11 contains 11435 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 28452 members 
Mstep: Class 15 contains 30023 members 
Mstep: Class 16 contains 19117 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 29296 members 
Mstep: Class 19 contains 12637 members 
Mstep: Class 20 contains 35407 members 
Mstep: Class 21 contains 109690 members 
Mstep: Class 22 contains 92202 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14585 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207872.000000 Penalty: 61608.199219
Iteration 261Q: 29 clusters Score -8.620787e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28374 members 
Mstep: Class 4 contains 134244 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 108975 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3149 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 11425 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 28449 members 
Mstep: Class 15 contains 30020 members 
Mstep: Class 16 contains 19111 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 29194 members 
Mstep: Class 19 contains 12637 members 
Mstep: Class 20 contains 35411 members 
Mstep: Class 21 contains 109712 members 
Mstep: Class 22 contains 92231 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14583 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207824.000000 Penalty: 61608.199219
Iteration 262Q: 29 clusters Score -8.620782e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28371 members 
Mstep: Class 4 contains 134247 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 109077 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 11415 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 28443 members 
Mstep: Class 15 contains 30015 members 
Mstep: Class 16 contains 19101 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 29093 members 
Mstep: Class 19 contains 12637 members 
Mstep: Class 20 contains 35414 members 
Mstep: Class 21 contains 109727 members 
Mstep: Class 22 contains 92255 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14583 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207736.000000 Penalty: 61608.199219
Iteration 263Q: 29 clusters Score -8.620774e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67666 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28371 members 
Mstep: Class 4 contains 134257 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 109162 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3138 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 11408 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4394 members 
Mstep: Class 14 contains 28444 members 
Mstep: Class 15 contains 30010 members 
Mstep: Class 16 contains 19094 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 28983 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35417 members 
Mstep: Class 21 contains 109741 members 
Mstep: Class 22 contains 92264 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14584 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207832.000000 Penalty: 61608.199219
Iteration 264Q: 29 clusters Score -8.620783e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67681 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28373 members 
Mstep: Class 4 contains 134263 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 109267 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 11391 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 28447 members 
Mstep: Class 15 contains 30007 members 
Mstep: Class 16 contains 19090 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28882 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 35423 members 
Mstep: Class 21 contains 109757 members 
Mstep: Class 22 contains 92239 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14586 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207888.000000 Penalty: 61608.199219
Iteration 265Q: 29 clusters Score -8.620789e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28374 members 
Mstep: Class 4 contains 134260 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 109397 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3131 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4808 members 
Mstep: Class 11 contains 11381 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 28448 members 
Mstep: Class 15 contains 30005 members 
Mstep: Class 16 contains 19080 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 28781 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 35426 members 
Mstep: Class 21 contains 109760 members 
Mstep: Class 22 contains 92223 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14584 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207712.000000 Penalty: 61608.199219
Iteration 266Q: 29 clusters Score -8.620771e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67699 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28375 members 
Mstep: Class 4 contains 134263 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 109502 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3127 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4807 members 
Mstep: Class 11 contains 11369 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 28443 members 
Mstep: Class 15 contains 30004 members 
Mstep: Class 16 contains 19071 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 28692 members 
Mstep: Class 19 contains 12635 members 
Mstep: Class 20 contains 35432 members 
Mstep: Class 21 contains 109754 members 
Mstep: Class 22 contains 92221 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14582 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207616.000000 Penalty: 61608.199219
Iteration 267Q: 29 clusters Score -8.620762e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28377 members 
Mstep: Class 4 contains 134264 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 109586 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 11361 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4397 members 
Mstep: Class 14 contains 28441 members 
Mstep: Class 15 contains 30003 members 
Mstep: Class 16 contains 19064 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 28616 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35435 members 
Mstep: Class 21 contains 109758 members 
Mstep: Class 22 contains 92222 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14580 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207592.000000 Penalty: 61608.199219
Iteration 268Q: 29 clusters Score -8.620759e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67714 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28379 members 
Mstep: Class 4 contains 134264 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 109660 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3115 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 11350 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4398 members 
Mstep: Class 14 contains 28440 members 
Mstep: Class 15 contains 30003 members 
Mstep: Class 16 contains 19055 members 
Mstep: Class 17 contains 4805 members 
Mstep: Class 18 contains 28540 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 35437 members 
Mstep: Class 21 contains 109775 members 
Mstep: Class 22 contains 92225 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14581 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207568.000000 Penalty: 61608.199219
Iteration 269Q: 29 clusters Score -8.620757e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28386 members 
Mstep: Class 4 contains 134271 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 109733 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 11334 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4400 members 
Mstep: Class 14 contains 28437 members 
Mstep: Class 15 contains 30002 members 
Mstep: Class 16 contains 19042 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28463 members 
Mstep: Class 19 contains 12637 members 
Mstep: Class 20 contains 35438 members 
Mstep: Class 21 contains 109792 members 
Mstep: Class 22 contains 92220 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14576 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207552.000000 Penalty: 61608.199219
Iteration 270Q: 29 clusters Score -8.620755e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28386 members 
Mstep: Class 4 contains 134297 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 109790 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3097 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 11322 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28436 members 
Mstep: Class 15 contains 30000 members 
Mstep: Class 16 contains 19029 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28393 members 
Mstep: Class 19 contains 12638 members 
Mstep: Class 20 contains 35437 members 
Mstep: Class 21 contains 109810 members 
Mstep: Class 22 contains 92218 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14575 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207392.000000 Penalty: 61608.199219
Iteration 271Q: 29 clusters Score -8.620739e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67758 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28388 members 
Mstep: Class 4 contains 134316 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 109839 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3086 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 11316 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4401 members 
Mstep: Class 14 contains 28439 members 
Mstep: Class 15 contains 29998 members 
Mstep: Class 16 contains 19020 members 
Mstep: Class 17 contains 4806 members 
Mstep: Class 18 contains 28330 members 
Mstep: Class 19 contains 12637 members 
Mstep: Class 20 contains 35439 members 
Mstep: Class 21 contains 109818 members 
Mstep: Class 22 contains 92214 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14574 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207424.000000 Penalty: 61608.199219
Iteration 272Q: 29 clusters Score -8.620742e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28385 members 
Mstep: Class 4 contains 134338 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 109902 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3077 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 28437 members 
Mstep: Class 15 contains 29996 members 
Mstep: Class 16 contains 19008 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 28276 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 35444 members 
Mstep: Class 21 contains 109826 members 
Mstep: Class 22 contains 92211 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14572 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207448.000000 Penalty: 61608.199219
Iteration 273Q: 29 clusters Score -8.620745e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28380 members 
Mstep: Class 4 contains 134344 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 109976 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 11300 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 28440 members 
Mstep: Class 15 contains 29994 members 
Mstep: Class 16 contains 19001 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 28221 members 
Mstep: Class 19 contains 12632 members 
Mstep: Class 20 contains 35449 members 
Mstep: Class 21 contains 109826 members 
Mstep: Class 22 contains 92205 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14569 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207288.000000 Penalty: 61608.199219
Iteration 274Q: 29 clusters Score -8.620729e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28382 members 
Mstep: Class 4 contains 134355 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 110033 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 11296 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 28442 members 
Mstep: Class 15 contains 29993 members 
Mstep: Class 16 contains 18997 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 28173 members 
Mstep: Class 19 contains 12630 members 
Mstep: Class 20 contains 35445 members 
Mstep: Class 21 contains 109827 members 
Mstep: Class 22 contains 92203 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14567 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207192.000000 Penalty: 61608.199219
Iteration 275Q: 29 clusters Score -8.620719e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28381 members 
Mstep: Class 4 contains 134364 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 110089 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3062 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 4797 members 
Mstep: Class 11 contains 11293 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 28442 members 
Mstep: Class 15 contains 29990 members 
Mstep: Class 16 contains 18994 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 28116 members 
Mstep: Class 19 contains 12629 members 
Mstep: Class 20 contains 35447 members 
Mstep: Class 21 contains 109825 members 
Mstep: Class 22 contains 92215 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14563 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207328.000000 Penalty: 61608.199219
Iteration 276Q: 29 clusters Score -8.620733e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28380 members 
Mstep: Class 4 contains 134369 members 
Mstep: Class 5 contains 4753 members 
Mstep: Class 6 contains 110139 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 4795 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 28439 members 
Mstep: Class 15 contains 29986 members 
Mstep: Class 16 contains 18994 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 28062 members 
Mstep: Class 19 contains 12629 members 
Mstep: Class 20 contains 35449 members 
Mstep: Class 21 contains 109823 members 
Mstep: Class 22 contains 92234 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14562 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207248.000000 Penalty: 61608.199219
Iteration 277Q: 29 clusters Score -8.620725e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28379 members 
Mstep: Class 4 contains 134375 members 
Mstep: Class 5 contains 4753 members 
Mstep: Class 6 contains 110171 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 4795 members 
Mstep: Class 11 contains 11285 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4400 members 
Mstep: Class 14 contains 28441 members 
Mstep: Class 15 contains 29981 members 
Mstep: Class 16 contains 18989 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 28015 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 35451 members 
Mstep: Class 21 contains 109830 members 
Mstep: Class 22 contains 92253 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14562 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207176.000000 Penalty: 61608.199219
Iteration 278Q: 29 clusters Score -8.620718e+07 nChanged 203
Entering ConstructFrom: 
Score: -86207176.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (67760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67760 members 
Entering Unmasked Estep 
Score: -7892563.000000 Penalty: 1807.605713
	Iteration 0F: 2 clusters Score -7892563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -7847366.500000 Penalty: 3615.211426
	Iteration 0F: 3 clusters Score -7847366 nChanged 32281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -7866142.000000 Penalty: 3615.211426
	Iteration 1F: 3 clusters Score -7866142 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -7866774.000000 Penalty: 3615.211426
	Iteration 2Q: 3 clusters Score -7866774 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -7867488.000000 Penalty: 3615.211426
	Iteration 3Q: 3 clusters Score -7867488 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -7868266.000000 Penalty: 3615.211426
	Iteration 4Q: 3 clusters Score -7868266 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -7869234.000000 Penalty: 3615.211426
	Iteration 5Q: 3 clusters Score -7869234 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -7870518.500000 Penalty: 3615.211426
	Iteration 6Q: 3 clusters Score -7870518 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -7872355.000000 Penalty: 3615.211426
	Iteration 7Q: 3 clusters Score -7872355 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -7874684.500000 Penalty: 3615.211426
	Iteration 8F: 3 clusters Score -7874684 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -7877338.500000 Penalty: 3615.211426
	Iteration 9F: 3 clusters Score -7877338 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -7879615.500000 Penalty: 3615.211426
	Iteration 10F: 3 clusters Score -7879616 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -7881187.000000 Penalty: 3615.211426
	Iteration 11Q: 3 clusters Score -7881187 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -7881995.500000 Penalty: 3615.211426
	Iteration 12Q: 3 clusters Score -7881996 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -7882548.000000 Penalty: 3615.211426
	Iteration 13Q: 3 clusters Score -7882548 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -7883018.500000 Penalty: 3615.211426
	Iteration 14Q: 3 clusters Score -7883018 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -7883461.500000 Penalty: 3615.211426
	Iteration 15Q: 3 clusters Score -7883462 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -7883953.500000 Penalty: 3615.211426
	Iteration 16Q: 3 clusters Score -7883954 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -7884431.500000 Penalty: 3615.211426
	Iteration 17Q: 3 clusters Score -7884432 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -7885042.500000 Penalty: 3615.211426
	Iteration 18Q: 3 clusters Score -7885042 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -7885663.500000 Penalty: 3615.211426
	Iteration 19Q: 3 clusters Score -7885664 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -7886262.000000 Penalty: 3615.211426
	Iteration 20F: 3 clusters Score -7886262 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -7886867.500000 Penalty: 3615.211426
	Iteration 21Q: 3 clusters Score -7886868 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -7887518.000000 Penalty: 3615.211426
	Iteration 22Q: 3 clusters Score -7887518 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -7888078.000000 Penalty: 3615.211426
	Iteration 23Q: 3 clusters Score -7888078 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -7888644.500000 Penalty: 3615.211426
	Iteration 24Q: 3 clusters Score -7888644 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -7889168.000000 Penalty: 3615.211426
	Iteration 25Q: 3 clusters Score -7889168 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -7889633.500000 Penalty: 3615.211426
	Iteration 26Q: 3 clusters Score -7889634 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -7889982.000000 Penalty: 3615.211426
	Iteration 27Q: 3 clusters Score -7889982 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -7890255.500000 Penalty: 3615.211426
	Iteration 28Q: 3 clusters Score -7890256 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -7890472.500000 Penalty: 3615.211426
	Iteration 29Q: 3 clusters Score -7890472 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -7890637.500000 Penalty: 3615.211426
	Iteration 30Q: 3 clusters Score -7890638 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -7890755.500000 Penalty: 3615.211426
	Iteration 31Q: 3 clusters Score -7890756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 67208 members 
Entering Unmasked Estep 
Score: -7890823.000000 Penalty: 3615.211426
	Iteration 32Q: 3 clusters Score -7890823 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -7890854.500000 Penalty: 3615.211426
	Iteration 33Q: 3 clusters Score -7890854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -7890887.500000 Penalty: 3615.211426
	Iteration 34Q: 3 clusters Score -7890888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -7890903.000000 Penalty: 3615.211426
	Iteration 35Q: 3 clusters Score -7890903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -7890928.000000 Penalty: 3615.211426
	Iteration 36Q: 3 clusters Score -7890928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -7890959.500000 Penalty: 3615.211426
	Iteration 37Q: 3 clusters Score -7890960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -7890967.500000 Penalty: 3615.211426
	Iteration 38Q: 3 clusters Score -7890968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -7890978.000000 Penalty: 3615.211426
	Iteration 39Q: 3 clusters Score -7890978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -7890991.500000 Penalty: 3615.211426
	Iteration 40F: 3 clusters Score -7890992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -7891005.000000 Penalty: 3615.211426
	Iteration 41Q: 3 clusters Score -7891005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -7891007.500000 Penalty: 3615.211426
	Iteration 42Q: 3 clusters Score -7891008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -7891009.500000 Penalty: 3615.211426
	Iteration 43Q: 3 clusters Score -7891010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -7891008.000000 Penalty: 3615.211426
	Iteration 44Q: 3 clusters Score -7891008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 67441 members 
Entering Unmasked Estep 
Score: -7891021.000000 Penalty: 3615.211426
	Iteration 45Q: 3 clusters Score -7891021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -7891022.000000 Penalty: 3615.211426
	Iteration 46Q: 3 clusters Score -7891022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -7891022.000000 Penalty: 3615.211426
	Iteration 47Q: 3 clusters Score -7891022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -7891036.500000 Penalty: 3615.211426
	Iteration 48Q: 3 clusters Score -7891036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -7891038.000000 Penalty: 3615.211426
	Iteration 49Q: 3 clusters Score -7891038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -7891042.500000 Penalty: 3615.211426
	Iteration 50Q: 3 clusters Score -7891042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -7891044.000000 Penalty: 3615.211426
	Iteration 51Q: 3 clusters Score -7891044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -7891041.000000 Penalty: 3615.211426
	Iteration 52Q: 3 clusters Score -7891041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -7891041.000000 Penalty: 3615.211426
	Iteration 53F: 3 clusters Score -7891041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -346648.031250 Penalty: 1307.928101
	Iteration 0F: 2 clusters Score -346648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -343845.000000 Penalty: 2615.856201
	Iteration 0F: 3 clusters Score -343845 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -344516.312500 Penalty: 2615.856201
	Iteration 1F: 3 clusters Score -344516.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -344644.687500 Penalty: 2615.856201
	Iteration 2F: 3 clusters Score -344644.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -344715.187500 Penalty: 2615.856201
	Iteration 3Q: 3 clusters Score -344715.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -344776.250000 Penalty: 2615.856201
	Iteration 4Q: 3 clusters Score -344776.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -344829.625000 Penalty: 2615.856201
	Iteration 5Q: 3 clusters Score -344829.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -344868.906250 Penalty: 2615.856201
	Iteration 6Q: 3 clusters Score -344868.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -344902.187500 Penalty: 2615.856201
	Iteration 7Q: 3 clusters Score -344902.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -344930.000000 Penalty: 2615.856201
	Iteration 8Q: 3 clusters Score -344930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -344950.031250 Penalty: 2615.856201
	Iteration 9Q: 3 clusters Score -344950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -344973.406250 Penalty: 2615.856201
	Iteration 10Q: 3 clusters Score -344973.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -345000.218750 Penalty: 2615.856201
	Iteration 11Q: 3 clusters Score -345000.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -345025.406250 Penalty: 2615.856201
	Iteration 12Q: 3 clusters Score -345025.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -345052.156250 Penalty: 2615.856201
	Iteration 13Q: 3 clusters Score -345052.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -345074.031250 Penalty: 2615.856201
	Iteration 14Q: 3 clusters Score -345074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -345114.375000 Penalty: 2615.856201
	Iteration 15Q: 3 clusters Score -345114.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -345162.406250 Penalty: 2615.856201
	Iteration 16Q: 3 clusters Score -345162.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -345222.218750 Penalty: 2615.856201
	Iteration 17Q: 3 clusters Score -345222.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -345300.375000 Penalty: 2615.856201
	Iteration 18Q: 3 clusters Score -345300.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -345363.437500 Penalty: 2615.856201
	Iteration 19Q: 3 clusters Score -345363.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -345412.406250 Penalty: 2615.856201
	Iteration 20F: 3 clusters Score -345412.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -345460.781250 Penalty: 2615.856201
	Iteration 21Q: 3 clusters Score -345460.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -345501.562500 Penalty: 2615.856201
	Iteration 22Q: 3 clusters Score -345501.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -345541.593750 Penalty: 2615.856201
	Iteration 23Q: 3 clusters Score -345541.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -345571.343750 Penalty: 2615.856201
	Iteration 24Q: 3 clusters Score -345571.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -345593.312500 Penalty: 2615.856201
	Iteration 25Q: 3 clusters Score -345593.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -345604.343750 Penalty: 2615.856201
	Iteration 26Q: 3 clusters Score -345604.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -345614.437500 Penalty: 2615.856201
	Iteration 27Q: 3 clusters Score -345614.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -345622.593750 Penalty: 2615.856201
	Iteration 28Q: 3 clusters Score -345622.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -345627.531250 Penalty: 2615.856201
	Iteration 29Q: 3 clusters Score -345627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -345629.312500 Penalty: 2615.856201
	Iteration 30Q: 3 clusters Score -345629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -345629.750000 Penalty: 2615.856201
	Iteration 31Q: 3 clusters Score -345629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -345630.750000 Penalty: 2615.856201
	Iteration 32Q: 3 clusters Score -345630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -345631.656250 Penalty: 2615.856201
	Iteration 33Q: 3 clusters Score -345631.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -345634.906250 Penalty: 2615.856201
	Iteration 34Q: 3 clusters Score -345634.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -345637.250000 Penalty: 2615.856201
	Iteration 35Q: 3 clusters Score -345637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -345641.437500 Penalty: 2615.856201
	Iteration 36Q: 3 clusters Score -345641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -345643.375000 Penalty: 2615.856201
	Iteration 37Q: 3 clusters Score -345643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -345647.156250 Penalty: 2615.856201
	Iteration 38Q: 3 clusters Score -345647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -345649.656250 Penalty: 2615.856201
	Iteration 39Q: 3 clusters Score -345649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -345651.250000 Penalty: 2615.856201
	Iteration 40F: 3 clusters Score -345651.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Entering Unmasked Estep 
Score: -3312836.000000 Penalty: 1666.172485
	Iteration 0F: 2 clusters Score -3312836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3293667.750000 Penalty: 3332.344971
	Iteration 0F: 3 clusters Score -3293668 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3300698.000000 Penalty: 3332.344971
	Iteration 1F: 3 clusters Score -3300698 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3301055.500000 Penalty: 3332.344971
	Iteration 2Q: 3 clusters Score -3301056 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3301434.500000 Penalty: 3332.344971
	Iteration 3Q: 3 clusters Score -3301434 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3301837.500000 Penalty: 3332.344971
	Iteration 4Q: 3 clusters Score -3301838 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3302356.750000 Penalty: 3332.344971
	Iteration 5Q: 3 clusters Score -3302357 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3303013.250000 Penalty: 3332.344971
	Iteration 6Q: 3 clusters Score -3303013 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3303839.750000 Penalty: 3332.344971
	Iteration 7F: 3 clusters Score -3303840 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3304915.500000 Penalty: 3332.344971
	Iteration 8F: 3 clusters Score -3304916 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3306275.750000 Penalty: 3332.344971
	Iteration 9F: 3 clusters Score -3306276 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3307582.000000 Penalty: 3332.344971
	Iteration 10F: 3 clusters Score -3307582 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3308722.750000 Penalty: 3332.344971
	Iteration 11Q: 3 clusters Score -3308723 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3309640.750000 Penalty: 3332.344971
	Iteration 12Q: 3 clusters Score -3309641 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3310285.750000 Penalty: 3332.344971
	Iteration 13Q: 3 clusters Score -3310286 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3310702.500000 Penalty: 3332.344971
	Iteration 14Q: 3 clusters Score -3310702 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3310945.000000 Penalty: 3332.344971
	Iteration 15Q: 3 clusters Score -3310945 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3311079.750000 Penalty: 3332.344971
	Iteration 16Q: 3 clusters Score -3311080 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3311172.000000 Penalty: 3332.344971
	Iteration 17Q: 3 clusters Score -3311172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3311229.500000 Penalty: 3332.344971
	Iteration 18Q: 3 clusters Score -3311230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3311259.750000 Penalty: 3332.344971
	Iteration 19Q: 3 clusters Score -3311260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3311277.250000 Penalty: 3332.344971
	Iteration 20F: 3 clusters Score -3311277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3311292.250000 Penalty: 3332.344971
	Iteration 21Q: 3 clusters Score -3311292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3311308.250000 Penalty: 3332.344971
	Iteration 22Q: 3 clusters Score -3311308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3311322.500000 Penalty: 3332.344971
	Iteration 23Q: 3 clusters Score -3311322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3311332.250000 Penalty: 3332.344971
	Iteration 24Q: 3 clusters Score -3311332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3311336.500000 Penalty: 3332.344971
	Iteration 25Q: 3 clusters Score -3311336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3311338.000000 Penalty: 3332.344971
	Iteration 26Q: 3 clusters Score -3311338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3311341.500000 Penalty: 3332.344971
	Iteration 27Q: 3 clusters Score -3311342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3311343.250000 Penalty: 3332.344971
	Iteration 28Q: 3 clusters Score -3311343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3311343.250000 Penalty: 3332.344971
	Iteration 29F: 3 clusters Score -3311343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (134380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134380 members 
Entering Unmasked Estep 
Score: -15449337.000000 Penalty: 1918.869385
	Iteration 0F: 2 clusters Score -1.544934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -15365085.000000 Penalty: 3837.738770
	Iteration 0F: 3 clusters Score -1.536508e+07 nChanged 64477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -15402464.000000 Penalty: 3837.738770
	Iteration 1F: 3 clusters Score -1.540246e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 64955 members 
Entering Unmasked Estep 
Score: -15403175.000000 Penalty: 3837.738770
	Iteration 2Q: 3 clusters Score -1.540318e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -15404021.000000 Penalty: 3837.738770
	Iteration 3Q: 3 clusters Score -1.540402e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -15404935.000000 Penalty: 3837.738770
	Iteration 4Q: 3 clusters Score -1.540494e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -15406273.000000 Penalty: 3837.738770
	Iteration 5Q: 3 clusters Score -1.540627e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -15408033.000000 Penalty: 3837.738770
	Iteration 6Q: 3 clusters Score -1.540803e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -15410664.000000 Penalty: 3837.738770
	Iteration 7Q: 3 clusters Score -1.541066e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86932 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -15414718.000000 Penalty: 3837.738770
	Iteration 8Q: 3 clusters Score -1.541472e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94285 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -15420427.000000 Penalty: 3837.738770
	Iteration 9F: 3 clusters Score -1.542043e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102913 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -15427482.000000 Penalty: 3837.738770
	Iteration 10F: 3 clusters Score -1.542748e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111598 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -15433849.000000 Penalty: 3837.738770
	Iteration 11F: 3 clusters Score -1.543385e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119216 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -15438997.000000 Penalty: 3837.738770
	Iteration 12F: 3 clusters Score -1.5439e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124801 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -15442323.000000 Penalty: 3837.738770
	Iteration 13Q: 3 clusters Score -1.544232e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128373 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -15444456.000000 Penalty: 3837.738770
	Iteration 14Q: 3 clusters Score -1.544446e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130675 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -15445654.000000 Penalty: 3837.738770
	Iteration 15Q: 3 clusters Score -1.544565e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132034 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -15446455.000000 Penalty: 3837.738770
	Iteration 16Q: 3 clusters Score -1.544646e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132815 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -15446872.000000 Penalty: 3837.738770
	Iteration 17Q: 3 clusters Score -1.544687e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133252 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -15447156.000000 Penalty: 3837.738770
	Iteration 18Q: 3 clusters Score -1.544716e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133510 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -15447282.000000 Penalty: 3837.738770
	Iteration 19Q: 3 clusters Score -1.544728e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133677 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -15447394.000000 Penalty: 3837.738770
	Iteration 20F: 3 clusters Score -1.544739e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133802 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -15447476.000000 Penalty: 3837.738770
	Iteration 21Q: 3 clusters Score -1.544748e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133872 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15447535.000000 Penalty: 3837.738770
	Iteration 22Q: 3 clusters Score -1.544754e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133928 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15447579.000000 Penalty: 3837.738770
	Iteration 23Q: 3 clusters Score -1.544758e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133956 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15447597.000000 Penalty: 3837.738770
	Iteration 24Q: 3 clusters Score -1.54476e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133981 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -15447614.000000 Penalty: 3837.738770
	Iteration 25Q: 3 clusters Score -1.544761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133992 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -15447628.000000 Penalty: 3837.738770
	Iteration 26Q: 3 clusters Score -1.544763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134000 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -15447631.000000 Penalty: 3837.738770
	Iteration 27Q: 3 clusters Score -1.544763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134006 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -15447655.000000 Penalty: 3837.738770
	Iteration 28Q: 3 clusters Score -1.544766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134014 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -15447653.000000 Penalty: 3837.738770
	Iteration 29Q: 3 clusters Score -1.544765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134022 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15447655.000000 Penalty: 3837.738770
	Iteration 30Q: 3 clusters Score -1.544766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15447648.000000 Penalty: 3837.738770
	Iteration 31Q: 3 clusters Score -1.544765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134027 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15447645.000000 Penalty: 3837.738770
	Iteration 32Q: 3 clusters Score -1.544764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134026 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15447652.000000 Penalty: 3837.738770
	Iteration 33Q: 3 clusters Score -1.544765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15447666.000000 Penalty: 3837.738770
	Iteration 34Q: 3 clusters Score -1.544767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134023 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -15447666.000000 Penalty: 3837.738770
	Iteration 35Q: 3 clusters Score -1.544767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15447672.000000 Penalty: 3837.738770
	Iteration 36Q: 3 clusters Score -1.544767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15447675.000000 Penalty: 3837.738770
	Iteration 37Q: 3 clusters Score -1.544768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134026 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15447678.000000 Penalty: 3837.738770
	Iteration 38Q: 3 clusters Score -1.544768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134030 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -15447679.000000 Penalty: 3837.738770
	Iteration 39Q: 3 clusters Score -1.544768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134033 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15447684.000000 Penalty: 3837.738770
	Iteration 40F: 3 clusters Score -1.544768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134035 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15447683.000000 Penalty: 3837.738770
	Iteration 41Q: 3 clusters Score -1.544768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134038 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15447687.000000 Penalty: 3837.738770
	Iteration 42Q: 3 clusters Score -1.544769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134043 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15447689.000000 Penalty: 3837.738770
	Iteration 43Q: 3 clusters Score -1.544769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134046 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15447696.000000 Penalty: 3837.738770
	Iteration 44Q: 3 clusters Score -1.54477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134046 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15447696.000000 Penalty: 3837.738770
	Iteration 45F: 3 clusters Score -1.54477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -553865.125000 Penalty: 1375.777222
	Iteration 0F: 2 clusters Score -553865.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -550066.875000 Penalty: 2751.554443
	Iteration 0F: 3 clusters Score -550066.9 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -551064.937500 Penalty: 2751.554443
	Iteration 1F: 3 clusters Score -551064.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -551208.000000 Penalty: 2751.554443
	Iteration 2F: 3 clusters Score -551208 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -551302.562500 Penalty: 2751.554443
	Iteration 3Q: 3 clusters Score -551302.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -551374.562500 Penalty: 2751.554443
	Iteration 4Q: 3 clusters Score -551374.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -551426.562500 Penalty: 2751.554443
	Iteration 5Q: 3 clusters Score -551426.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -551477.312500 Penalty: 2751.554443
	Iteration 6Q: 3 clusters Score -551477.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -551528.062500 Penalty: 2751.554443
	Iteration 7Q: 3 clusters Score -551528.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -551596.812500 Penalty: 2751.554443
	Iteration 8Q: 3 clusters Score -551596.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -551668.687500 Penalty: 2751.554443
	Iteration 9Q: 3 clusters Score -551668.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -551749.375000 Penalty: 2751.554443
	Iteration 10Q: 3 clusters Score -551749.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -551844.750000 Penalty: 2751.554443
	Iteration 11Q: 3 clusters Score -551844.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -551963.937500 Penalty: 2751.554443
	Iteration 12Q: 3 clusters Score -551963.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -552088.750000 Penalty: 2751.554443
	Iteration 13Q: 3 clusters Score -552088.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -552220.562500 Penalty: 2751.554443
	Iteration 14Q: 3 clusters Score -552220.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -552323.000000 Penalty: 2751.554443
	Iteration 15Q: 3 clusters Score -552323 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -552413.250000 Penalty: 2751.554443
	Iteration 16Q: 3 clusters Score -552413.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -552483.750000 Penalty: 2751.554443
	Iteration 17Q: 3 clusters Score -552483.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -552536.562500 Penalty: 2751.554443
	Iteration 18Q: 3 clusters Score -552536.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -552567.062500 Penalty: 2751.554443
	Iteration 19Q: 3 clusters Score -552567.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -552586.125000 Penalty: 2751.554443
	Iteration 20F: 3 clusters Score -552586.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -552602.812500 Penalty: 2751.554443
	Iteration 21Q: 3 clusters Score -552602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -552610.187500 Penalty: 2751.554443
	Iteration 22Q: 3 clusters Score -552610.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -552621.000000 Penalty: 2751.554443
	Iteration 23Q: 3 clusters Score -552621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -552631.562500 Penalty: 2751.554443
	Iteration 24Q: 3 clusters Score -552631.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -552635.125000 Penalty: 2751.554443
	Iteration 25Q: 3 clusters Score -552635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -552639.750000 Penalty: 2751.554443
	Iteration 26Q: 3 clusters Score -552639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -552639.687500 Penalty: 2751.554443
	Iteration 27Q: 3 clusters Score -552639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -552639.875000 Penalty: 2751.554443
	Iteration 28Q: 3 clusters Score -552639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -552639.875000 Penalty: 2751.554443
	Iteration 29F: 3 clusters Score -552639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (110191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110191 members 
Entering Unmasked Estep 
Score: -12922263.000000 Penalty: 1886.620117
	Iteration 0F: 2 clusters Score -1.292226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -12853176.000000 Penalty: 3773.240234
	Iteration 0F: 3 clusters Score -1.285318e+07 nChanged 52811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -12884226.000000 Penalty: 3773.240234
	Iteration 1F: 3 clusters Score -1.288423e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -12885113.000000 Penalty: 3773.240234
	Iteration 2Q: 3 clusters Score -1.288511e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -12886381.000000 Penalty: 3773.240234
	Iteration 3Q: 3 clusters Score -1.288638e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -12888514.000000 Penalty: 3773.240234
	Iteration 4Q: 3 clusters Score -1.288851e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -12891924.000000 Penalty: 3773.240234
	Iteration 5F: 3 clusters Score -1.289192e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -12897148.000000 Penalty: 3773.240234
	Iteration 6F: 3 clusters Score -1.289715e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -12903766.000000 Penalty: 3773.240234
	Iteration 7F: 3 clusters Score -1.290377e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95993 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -12910407.000000 Penalty: 3773.240234
	Iteration 8F: 3 clusters Score -1.291041e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102451 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -12915875.000000 Penalty: 3773.240234
	Iteration 9F: 3 clusters Score -1.291588e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106651 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -12918855.000000 Penalty: 3773.240234
	Iteration 10Q: 3 clusters Score -1.291886e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108742 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -12920006.000000 Penalty: 3773.240234
	Iteration 11Q: 3 clusters Score -1.292001e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12920404.000000 Penalty: 3773.240234
	Iteration 12Q: 3 clusters Score -1.29204e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109775 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12920575.000000 Penalty: 3773.240234
	Iteration 13Q: 3 clusters Score -1.292058e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109850 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12920670.000000 Penalty: 3773.240234
	Iteration 14Q: 3 clusters Score -1.292067e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12920731.000000 Penalty: 3773.240234
	Iteration 15Q: 3 clusters Score -1.292073e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12920779.000000 Penalty: 3773.240234
	Iteration 16Q: 3 clusters Score -1.292078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -12920786.000000 Penalty: 3773.240234
	Iteration 17Q: 3 clusters Score -1.292079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12920808.000000 Penalty: 3773.240234
	Iteration 18Q: 3 clusters Score -1.292081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109892 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12920824.000000 Penalty: 3773.240234
	Iteration 19Q: 3 clusters Score -1.292082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12920833.000000 Penalty: 3773.240234
	Iteration 20F: 3 clusters Score -1.292083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109881 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12920832.000000 Penalty: 3773.240234
	Iteration 21Q: 3 clusters Score -1.292083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12920852.000000 Penalty: 3773.240234
	Iteration 22Q: 3 clusters Score -1.292085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12920839.000000 Penalty: 3773.240234
	Iteration 23Q: 3 clusters Score -1.292084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109875 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12920854.000000 Penalty: 3773.240234
	Iteration 24Q: 3 clusters Score -1.292085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12920852.000000 Penalty: 3773.240234
	Iteration 25Q: 3 clusters Score -1.292085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12920852.000000 Penalty: 3773.240234
	Iteration 26Q: 3 clusters Score -1.292085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109878 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -12920861.000000 Penalty: 3773.240234
	Iteration 27Q: 3 clusters Score -1.292086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -12920867.000000 Penalty: 3773.240234
	Iteration 28Q: 3 clusters Score -1.292087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -12920858.000000 Penalty: 3773.240234
	Iteration 29Q: 3 clusters Score -1.292086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109875 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12920864.000000 Penalty: 3773.240234
	Iteration 30Q: 3 clusters Score -1.292086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -12920858.000000 Penalty: 3773.240234
	Iteration 31Q: 3 clusters Score -1.292086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109878 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -12920865.000000 Penalty: 3773.240234
	Iteration 32Q: 3 clusters Score -1.292086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109878 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -12920865.000000 Penalty: 3773.240234
	Iteration 33F: 3 clusters Score -1.292086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -36654.382812 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -36654.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35743.765625 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -35743.77 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35876.140625 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -35876.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35935.285156 Penalty: 1919.242554
	Iteration 2F: 3 clusters Score -35935.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35951.656250 Penalty: 1919.242554
	Iteration 3Q: 3 clusters Score -35951.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35967.746094 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -35967.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35976.996094 Penalty: 1919.242554
	Iteration 5Q: 3 clusters Score -35977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35988.164062 Penalty: 1919.242554
	Iteration 6Q: 3 clusters Score -35988.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35990.250000 Penalty: 1919.242554
	Iteration 7Q: 3 clusters Score -35990.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35992.613281 Penalty: 1919.242554
	Iteration 8Q: 3 clusters Score -35992.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36000.480469 Penalty: 1919.242554
	Iteration 9Q: 3 clusters Score -36000.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36002.273438 Penalty: 1919.242554
	Iteration 10Q: 3 clusters Score -36002.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36004.863281 Penalty: 1919.242554
	Iteration 11Q: 3 clusters Score -36004.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36004.863281 Penalty: 1919.242554
	Iteration 12F: 3 clusters Score -36004.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -350221.750000 Penalty: 1303.986938
	Iteration 0F: 2 clusters Score -350221.8 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 1503 members 
Entering Unmasked Estep 
Score: -347457.875000 Penalty: 2607.973877
	Iteration 0F: 3 clusters Score -347457.9 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -348096.843750 Penalty: 2607.973877
	Iteration 1F: 3 clusters Score -348096.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -348243.656250 Penalty: 2607.973877
	Iteration 2F: 3 clusters Score -348243.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -348366.062500 Penalty: 2607.973877
	Iteration 3F: 3 clusters Score -348366.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -348456.812500 Penalty: 2607.973877
	Iteration 4Q: 3 clusters Score -348456.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -348547.187500 Penalty: 2607.973877
	Iteration 5Q: 3 clusters Score -348547.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -348627.750000 Penalty: 2607.973877
	Iteration 6Q: 3 clusters Score -348627.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -348700.218750 Penalty: 2607.973877
	Iteration 7Q: 3 clusters Score -348700.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -348775.687500 Penalty: 2607.973877
	Iteration 8Q: 3 clusters Score -348775.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -348843.093750 Penalty: 2607.973877
	Iteration 9Q: 3 clusters Score -348843.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -348894.718750 Penalty: 2607.973877
	Iteration 10Q: 3 clusters Score -348894.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -348942.000000 Penalty: 2607.973877
	Iteration 11Q: 3 clusters Score -348942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -348980.937500 Penalty: 2607.973877
	Iteration 12Q: 3 clusters Score -348980.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -349017.656250 Penalty: 2607.973877
	Iteration 13Q: 3 clusters Score -349017.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -349068.062500 Penalty: 2607.973877
	Iteration 14Q: 3 clusters Score -349068.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -349119.875000 Penalty: 2607.973877
	Iteration 15Q: 3 clusters Score -349119.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -349170.718750 Penalty: 2607.973877
	Iteration 16Q: 3 clusters Score -349170.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -349198.781250 Penalty: 2607.973877
	Iteration 17Q: 3 clusters Score -349198.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -349219.531250 Penalty: 2607.973877
	Iteration 18Q: 3 clusters Score -349219.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -349238.218750 Penalty: 2607.973877
	Iteration 19Q: 3 clusters Score -349238.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -349247.593750 Penalty: 2607.973877
	Iteration 20F: 3 clusters Score -349247.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -349262.375000 Penalty: 2607.973877
	Iteration 21Q: 3 clusters Score -349262.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -349288.687500 Penalty: 2607.973877
	Iteration 22Q: 3 clusters Score -349288.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -349325.125000 Penalty: 2607.973877
	Iteration 23Q: 3 clusters Score -349325.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -349367.406250 Penalty: 2607.973877
	Iteration 24Q: 3 clusters Score -349367.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -349393.593750 Penalty: 2607.973877
	Iteration 25Q: 3 clusters Score -349393.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -349413.656250 Penalty: 2607.973877
	Iteration 26Q: 3 clusters Score -349413.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -349426.843750 Penalty: 2607.973877
	Iteration 27Q: 3 clusters Score -349426.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -349439.062500 Penalty: 2607.973877
	Iteration 28Q: 3 clusters Score -349439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -349443.125000 Penalty: 2607.973877
	Iteration 29Q: 3 clusters Score -349443.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -349448.625000 Penalty: 2607.973877
	Iteration 30Q: 3 clusters Score -349448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -349451.125000 Penalty: 2607.973877
	Iteration 31Q: 3 clusters Score -349451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -349452.312500 Penalty: 2607.973877
	Iteration 32Q: 3 clusters Score -349452.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -349452.312500 Penalty: 2607.973877
	Iteration 33F: 3 clusters Score -349452.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -146263.593750 Penalty: 1160.580933
	Iteration 0F: 2 clusters Score -146263.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -144637.703125 Penalty: 2321.161865
	Iteration 0F: 3 clusters Score -144637.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -144928.062500 Penalty: 2321.161865
	Iteration 1F: 3 clusters Score -144928.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144998.640625 Penalty: 2321.161865
	Iteration 2F: 3 clusters Score -144998.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -145037.859375 Penalty: 2321.161865
	Iteration 3Q: 3 clusters Score -145037.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -145066.718750 Penalty: 2321.161865
	Iteration 4Q: 3 clusters Score -145066.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -145104.390625 Penalty: 2321.161865
	Iteration 5Q: 3 clusters Score -145104.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -145135.593750 Penalty: 2321.161865
	Iteration 6Q: 3 clusters Score -145135.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -145151.562500 Penalty: 2321.161865
	Iteration 7Q: 3 clusters Score -145151.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -145166.625000 Penalty: 2321.161865
	Iteration 8Q: 3 clusters Score -145166.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -145180.718750 Penalty: 2321.161865
	Iteration 9Q: 3 clusters Score -145180.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -145193.421875 Penalty: 2321.161865
	Iteration 10Q: 3 clusters Score -145193.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -145204.015625 Penalty: 2321.161865
	Iteration 11Q: 3 clusters Score -145204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -145209.093750 Penalty: 2321.161865
	Iteration 12Q: 3 clusters Score -145209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -145212.484375 Penalty: 2321.161865
	Iteration 13Q: 3 clusters Score -145212.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -145215.453125 Penalty: 2321.161865
	Iteration 14Q: 3 clusters Score -145215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -145222.984375 Penalty: 2321.161865
	Iteration 15Q: 3 clusters Score -145223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -145231.718750 Penalty: 2321.161865
	Iteration 16Q: 3 clusters Score -145231.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -145241.406250 Penalty: 2321.161865
	Iteration 17Q: 3 clusters Score -145241.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -145250.250000 Penalty: 2321.161865
	Iteration 18Q: 3 clusters Score -145250.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -145259.343750 Penalty: 2321.161865
	Iteration 19Q: 3 clusters Score -145259.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -145264.562500 Penalty: 2321.161865
	Iteration 20F: 3 clusters Score -145264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -145268.250000 Penalty: 2321.161865
	Iteration 21Q: 3 clusters Score -145268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -145270.640625 Penalty: 2321.161865
	Iteration 22Q: 3 clusters Score -145270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -145272.593750 Penalty: 2321.161865
	Iteration 23Q: 3 clusters Score -145272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -145273.218750 Penalty: 2321.161865
	Iteration 24Q: 3 clusters Score -145273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -145273.718750 Penalty: 2321.161865
	Iteration 25Q: 3 clusters Score -145273.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -145273.718750 Penalty: 2321.161865
	Iteration 26F: 3 clusters Score -145273.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -524513.312500 Penalty: 1377.071533
	Iteration 0F: 2 clusters Score -524513.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -520644.937500 Penalty: 2754.143066
	Iteration 0F: 3 clusters Score -520644.9 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -521668.562500 Penalty: 2754.143066
	Iteration 1F: 3 clusters Score -521668.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -521908.875000 Penalty: 2754.143066
	Iteration 2F: 3 clusters Score -521908.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -522111.781250 Penalty: 2754.143066
	Iteration 3F: 3 clusters Score -522111.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -522275.687500 Penalty: 2754.143066
	Iteration 4F: 3 clusters Score -522275.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -522406.187500 Penalty: 2754.143066
	Iteration 5Q: 3 clusters Score -522406.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -522549.718750 Penalty: 2754.143066
	Iteration 6Q: 3 clusters Score -522549.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -522692.625000 Penalty: 2754.143066
	Iteration 7Q: 3 clusters Score -522692.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -522824.625000 Penalty: 2754.143066
	Iteration 8Q: 3 clusters Score -522824.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -522960.156250 Penalty: 2754.143066
	Iteration 9Q: 3 clusters Score -522960.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -523085.187500 Penalty: 2754.143066
	Iteration 10Q: 3 clusters Score -523085.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -523185.125000 Penalty: 2754.143066
	Iteration 11Q: 3 clusters Score -523185.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -523271.500000 Penalty: 2754.143066
	Iteration 12Q: 3 clusters Score -523271.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -523327.468750 Penalty: 2754.143066
	Iteration 13Q: 3 clusters Score -523327.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -523376.218750 Penalty: 2754.143066
	Iteration 14Q: 3 clusters Score -523376.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -523426.031250 Penalty: 2754.143066
	Iteration 15Q: 3 clusters Score -523426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -523480.593750 Penalty: 2754.143066
	Iteration 16Q: 3 clusters Score -523480.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -523531.718750 Penalty: 2754.143066
	Iteration 17Q: 3 clusters Score -523531.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -523583.593750 Penalty: 2754.143066
	Iteration 18Q: 3 clusters Score -523583.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -523639.031250 Penalty: 2754.143066
	Iteration 19Q: 3 clusters Score -523639 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -523688.281250 Penalty: 2754.143066
	Iteration 20F: 3 clusters Score -523688.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -523733.843750 Penalty: 2754.143066
	Iteration 21Q: 3 clusters Score -523733.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -523751.093750 Penalty: 2754.143066
	Iteration 22Q: 3 clusters Score -523751.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -523760.312500 Penalty: 2754.143066
	Iteration 23Q: 3 clusters Score -523760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -523764.218750 Penalty: 2754.143066
	Iteration 24Q: 3 clusters Score -523764.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -523769.687500 Penalty: 2754.143066
	Iteration 25Q: 3 clusters Score -523769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -523777.687500 Penalty: 2754.143066
	Iteration 26Q: 3 clusters Score -523777.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -523784.031250 Penalty: 2754.143066
	Iteration 27Q: 3 clusters Score -523784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -523787.562500 Penalty: 2754.143066
	Iteration 28Q: 3 clusters Score -523787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -523787.968750 Penalty: 2754.143066
	Iteration 29Q: 3 clusters Score -523788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -523788.250000 Penalty: 2754.143066
	Iteration 30Q: 3 clusters Score -523788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -523788.250000 Penalty: 2754.143066
	Iteration 31F: 3 clusters Score -523788.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Entering Unmasked Estep 
Score: -1352359.000000 Penalty: 1516.223999
	Iteration 0F: 2 clusters Score -1352359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1344359.875000 Penalty: 3032.447998
	Iteration 0F: 3 clusters Score -1344360 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1346921.125000 Penalty: 3032.447998
	Iteration 1F: 3 clusters Score -1346921 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1347112.125000 Penalty: 3032.447998
	Iteration 2Q: 3 clusters Score -1347112 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1347276.750000 Penalty: 3032.447998
	Iteration 3Q: 3 clusters Score -1347277 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1347405.000000 Penalty: 3032.447998
	Iteration 4Q: 3 clusters Score -1347405 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1347492.500000 Penalty: 3032.447998
	Iteration 5Q: 3 clusters Score -1347492 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1347578.375000 Penalty: 3032.447998
	Iteration 6Q: 3 clusters Score -1347578 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1347669.625000 Penalty: 3032.447998
	Iteration 7Q: 3 clusters Score -1347670 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1347783.250000 Penalty: 3032.447998
	Iteration 8Q: 3 clusters Score -1347783 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1347921.125000 Penalty: 3032.447998
	Iteration 9Q: 3 clusters Score -1347921 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1348115.625000 Penalty: 3032.447998
	Iteration 10Q: 3 clusters Score -1348116 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1348388.875000 Penalty: 3032.447998
	Iteration 11Q: 3 clusters Score -1348389 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1348729.500000 Penalty: 3032.447998
	Iteration 12Q: 3 clusters Score -1348730 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1349098.500000 Penalty: 3032.447998
	Iteration 13Q: 3 clusters Score -1349098 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1349400.000000 Penalty: 3032.447998
	Iteration 14Q: 3 clusters Score -1349400 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1349607.500000 Penalty: 3032.447998
	Iteration 15Q: 3 clusters Score -1349608 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1349726.125000 Penalty: 3032.447998
	Iteration 16Q: 3 clusters Score -1349726 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1349802.000000 Penalty: 3032.447998
	Iteration 17Q: 3 clusters Score -1349802 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1349853.000000 Penalty: 3032.447998
	Iteration 18Q: 3 clusters Score -1349853 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1349893.500000 Penalty: 3032.447998
	Iteration 19Q: 3 clusters Score -1349894 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1349926.000000 Penalty: 3032.447998
	Iteration 20F: 3 clusters Score -1349926 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1349957.500000 Penalty: 3032.447998
	Iteration 21Q: 3 clusters Score -1349958 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1349984.500000 Penalty: 3032.447998
	Iteration 22Q: 3 clusters Score -1349984 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1350012.625000 Penalty: 3032.447998
	Iteration 23Q: 3 clusters Score -1350013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1350035.250000 Penalty: 3032.447998
	Iteration 24Q: 3 clusters Score -1350035 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1350058.375000 Penalty: 3032.447998
	Iteration 25Q: 3 clusters Score -1350058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1350072.000000 Penalty: 3032.447998
	Iteration 26Q: 3 clusters Score -1350072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1350084.625000 Penalty: 3032.447998
	Iteration 27Q: 3 clusters Score -1350085 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1350095.375000 Penalty: 3032.447998
	Iteration 28Q: 3 clusters Score -1350095 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1350109.875000 Penalty: 3032.447998
	Iteration 29Q: 3 clusters Score -1350110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1350128.750000 Penalty: 3032.447998
	Iteration 30Q: 3 clusters Score -1350129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1350145.250000 Penalty: 3032.447998
	Iteration 31Q: 3 clusters Score -1350145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1350162.625000 Penalty: 3032.447998
	Iteration 32Q: 3 clusters Score -1350163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1350180.500000 Penalty: 3032.447998
	Iteration 33Q: 3 clusters Score -1350180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1350202.125000 Penalty: 3032.447998
	Iteration 34Q: 3 clusters Score -1350202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1350216.625000 Penalty: 3032.447998
	Iteration 35Q: 3 clusters Score -1350217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1350229.875000 Penalty: 3032.447998
	Iteration 36Q: 3 clusters Score -1350230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1350246.500000 Penalty: 3032.447998
	Iteration 37Q: 3 clusters Score -1350246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1350259.375000 Penalty: 3032.447998
	Iteration 38Q: 3 clusters Score -1350259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1350278.125000 Penalty: 3032.447998
	Iteration 39Q: 3 clusters Score -1350278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1350291.500000 Penalty: 3032.447998
	Iteration 40F: 3 clusters Score -1350292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1350309.500000 Penalty: 3032.447998
	Iteration 41Q: 3 clusters Score -1350310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1350326.500000 Penalty: 3032.447998
	Iteration 42Q: 3 clusters Score -1350326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1350335.625000 Penalty: 3032.447998
	Iteration 43Q: 3 clusters Score -1350336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1350353.500000 Penalty: 3032.447998
	Iteration 44Q: 3 clusters Score -1350354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1350373.250000 Penalty: 3032.447998
	Iteration 45Q: 3 clusters Score -1350373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1350388.500000 Penalty: 3032.447998
	Iteration 46Q: 3 clusters Score -1350388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1350405.625000 Penalty: 3032.447998
	Iteration 47Q: 3 clusters Score -1350406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1350425.375000 Penalty: 3032.447998
	Iteration 48Q: 3 clusters Score -1350425 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1350450.875000 Penalty: 3032.447998
	Iteration 49Q: 3 clusters Score -1350451 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1350472.875000 Penalty: 3032.447998
	Iteration 50Q: 3 clusters Score -1350473 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1350491.500000 Penalty: 3032.447998
	Iteration 51Q: 3 clusters Score -1350492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1350515.375000 Penalty: 3032.447998
	Iteration 52Q: 3 clusters Score -1350515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1350539.500000 Penalty: 3032.447998
	Iteration 53Q: 3 clusters Score -1350540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1350570.625000 Penalty: 3032.447998
	Iteration 54Q: 3 clusters Score -1350571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1350592.500000 Penalty: 3032.447998
	Iteration 55Q: 3 clusters Score -1350592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1350622.125000 Penalty: 3032.447998
	Iteration 56Q: 3 clusters Score -1350622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1350639.125000 Penalty: 3032.447998
	Iteration 57Q: 3 clusters Score -1350639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1350659.750000 Penalty: 3032.447998
	Iteration 58Q: 3 clusters Score -1350660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1350690.625000 Penalty: 3032.447998
	Iteration 59Q: 3 clusters Score -1350691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1350711.375000 Penalty: 3032.447998
	Iteration 60F: 3 clusters Score -1350711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1350740.375000 Penalty: 3032.447998
	Iteration 61Q: 3 clusters Score -1350740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1350770.125000 Penalty: 3032.447998
	Iteration 62Q: 3 clusters Score -1350770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1350799.000000 Penalty: 3032.447998
	Iteration 63Q: 3 clusters Score -1350799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1350824.875000 Penalty: 3032.447998
	Iteration 64Q: 3 clusters Score -1350825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1350844.750000 Penalty: 3032.447998
	Iteration 65Q: 3 clusters Score -1350845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1350858.750000 Penalty: 3032.447998
	Iteration 66Q: 3 clusters Score -1350859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1350879.375000 Penalty: 3032.447998
	Iteration 67Q: 3 clusters Score -1350879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1350894.500000 Penalty: 3032.447998
	Iteration 68Q: 3 clusters Score -1350894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1350908.000000 Penalty: 3032.447998
	Iteration 69Q: 3 clusters Score -1350908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1350929.250000 Penalty: 3032.447998
	Iteration 70Q: 3 clusters Score -1350929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1350938.625000 Penalty: 3032.447998
	Iteration 71Q: 3 clusters Score -1350939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1350948.875000 Penalty: 3032.447998
	Iteration 72Q: 3 clusters Score -1350949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1350958.000000 Penalty: 3032.447998
	Iteration 73Q: 3 clusters Score -1350958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1350964.625000 Penalty: 3032.447998
	Iteration 74Q: 3 clusters Score -1350965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1350970.500000 Penalty: 3032.447998
	Iteration 75Q: 3 clusters Score -1350970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1350973.250000 Penalty: 3032.447998
	Iteration 76Q: 3 clusters Score -1350973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1350978.125000 Penalty: 3032.447998
	Iteration 77Q: 3 clusters Score -1350978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1350978.625000 Penalty: 3032.447998
	Iteration 78Q: 3 clusters Score -1350979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1350980.875000 Penalty: 3032.447998
	Iteration 79Q: 3 clusters Score -1350981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1350983.750000 Penalty: 3032.447998
	Iteration 80F: 3 clusters Score -1350984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1350983.500000 Penalty: 3032.447998
	Iteration 81Q: 3 clusters Score -1350984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1350983.500000 Penalty: 3032.447998
	Iteration 82F: 3 clusters Score -1350984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -12559.765625 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -12559.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12066.280273 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -12066.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12148.482422 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -12148.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12150.757812 Penalty: 1647.393921
	Iteration 2Q: 3 clusters Score -12150.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12150.757812 Penalty: 1647.393921
	Iteration 3F: 3 clusters Score -12150.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -510715.968750 Penalty: 1363.344849
	Iteration 0F: 2 clusters Score -510716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -507115.968750 Penalty: 2726.689697
	Iteration 0F: 3 clusters Score -507116 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -508028.437500 Penalty: 2726.689697
	Iteration 1F: 3 clusters Score -508028.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -508198.937500 Penalty: 2726.689697
	Iteration 2F: 3 clusters Score -508198.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -508304.781250 Penalty: 2726.689697
	Iteration 3F: 3 clusters Score -508304.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -508392.468750 Penalty: 2726.689697
	Iteration 4Q: 3 clusters Score -508392.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -508462.437500 Penalty: 2726.689697
	Iteration 5Q: 3 clusters Score -508462.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -508516.843750 Penalty: 2726.689697
	Iteration 6Q: 3 clusters Score -508516.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -508555.218750 Penalty: 2726.689697
	Iteration 7Q: 3 clusters Score -508555.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -508586.937500 Penalty: 2726.689697
	Iteration 8Q: 3 clusters Score -508586.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -508617.500000 Penalty: 2726.689697
	Iteration 9Q: 3 clusters Score -508617.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -508651.625000 Penalty: 2726.689697
	Iteration 10Q: 3 clusters Score -508651.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -508683.218750 Penalty: 2726.689697
	Iteration 11Q: 3 clusters Score -508683.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -508712.656250 Penalty: 2726.689697
	Iteration 12Q: 3 clusters Score -508712.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -508749.281250 Penalty: 2726.689697
	Iteration 13Q: 3 clusters Score -508749.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -508793.718750 Penalty: 2726.689697
	Iteration 14Q: 3 clusters Score -508793.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -508845.000000 Penalty: 2726.689697
	Iteration 15Q: 3 clusters Score -508845 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -508895.000000 Penalty: 2726.689697
	Iteration 16Q: 3 clusters Score -508895 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -508944.781250 Penalty: 2726.689697
	Iteration 17Q: 3 clusters Score -508944.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -508997.468750 Penalty: 2726.689697
	Iteration 18Q: 3 clusters Score -508997.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -509042.218750 Penalty: 2726.689697
	Iteration 19Q: 3 clusters Score -509042.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -509095.937500 Penalty: 2726.689697
	Iteration 20F: 3 clusters Score -509095.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -509158.312500 Penalty: 2726.689697
	Iteration 21Q: 3 clusters Score -509158.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -509242.062500 Penalty: 2726.689697
	Iteration 22Q: 3 clusters Score -509242.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -509297.812500 Penalty: 2726.689697
	Iteration 23Q: 3 clusters Score -509297.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -509350.375000 Penalty: 2726.689697
	Iteration 24Q: 3 clusters Score -509350.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -509397.093750 Penalty: 2726.689697
	Iteration 25Q: 3 clusters Score -509397.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -509437.031250 Penalty: 2726.689697
	Iteration 26Q: 3 clusters Score -509437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -509464.062500 Penalty: 2726.689697
	Iteration 27Q: 3 clusters Score -509464.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -509488.687500 Penalty: 2726.689697
	Iteration 28Q: 3 clusters Score -509488.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -509507.843750 Penalty: 2726.689697
	Iteration 29Q: 3 clusters Score -509507.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -509530.125000 Penalty: 2726.689697
	Iteration 30Q: 3 clusters Score -509530.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -509541.062500 Penalty: 2726.689697
	Iteration 31Q: 3 clusters Score -509541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -509545.406250 Penalty: 2726.689697
	Iteration 32Q: 3 clusters Score -509545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -509551.187500 Penalty: 2726.689697
	Iteration 33Q: 3 clusters Score -509551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -509553.468750 Penalty: 2726.689697
	Iteration 34Q: 3 clusters Score -509553.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -509556.687500 Penalty: 2726.689697
	Iteration 35Q: 3 clusters Score -509556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -509559.281250 Penalty: 2726.689697
	Iteration 36Q: 3 clusters Score -509559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -509560.468750 Penalty: 2726.689697
	Iteration 37Q: 3 clusters Score -509560.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -509563.968750 Penalty: 2726.689697
	Iteration 38Q: 3 clusters Score -509564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -509563.343750 Penalty: 2726.689697
	Iteration 39Q: 3 clusters Score -509563.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -509563.343750 Penalty: 2726.689697
	Iteration 40F: 3 clusters Score -509563.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Entering Unmasked Estep 
Score: -3317886.750000 Penalty: 1666.544312
	Iteration 0F: 2 clusters Score -3317887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3298748.500000 Penalty: 3333.088623
	Iteration 0F: 3 clusters Score -3298748 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3305941.000000 Penalty: 3333.088623
	Iteration 1F: 3 clusters Score -3305941 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3306379.500000 Penalty: 3333.088623
	Iteration 2Q: 3 clusters Score -3306380 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3306847.750000 Penalty: 3333.088623
	Iteration 3Q: 3 clusters Score -3306848 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3307509.250000 Penalty: 3333.088623
	Iteration 4Q: 3 clusters Score -3307509 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3308371.000000 Penalty: 3333.088623
	Iteration 5F: 3 clusters Score -3308371 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -3309649.500000 Penalty: 3333.088623
	Iteration 6F: 3 clusters Score -3309650 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3311295.000000 Penalty: 3333.088623
	Iteration 7F: 3 clusters Score -3311295 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3313200.750000 Penalty: 3333.088623
	Iteration 8F: 3 clusters Score -3313201 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3314766.500000 Penalty: 3333.088623
	Iteration 9F: 3 clusters Score -3314766 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3315693.250000 Penalty: 3333.088623
	Iteration 10Q: 3 clusters Score -3315693 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3316144.000000 Penalty: 3333.088623
	Iteration 11Q: 3 clusters Score -3316144 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3316381.500000 Penalty: 3333.088623
	Iteration 12Q: 3 clusters Score -3316382 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3316501.750000 Penalty: 3333.088623
	Iteration 13Q: 3 clusters Score -3316502 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3316542.000000 Penalty: 3333.088623
	Iteration 14Q: 3 clusters Score -3316542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -3316584.500000 Penalty: 3333.088623
	Iteration 15Q: 3 clusters Score -3316584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3316617.250000 Penalty: 3333.088623
	Iteration 16Q: 3 clusters Score -3316617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3316641.500000 Penalty: 3333.088623
	Iteration 17Q: 3 clusters Score -3316642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3316647.000000 Penalty: 3333.088623
	Iteration 18Q: 3 clusters Score -3316647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3316654.500000 Penalty: 3333.088623
	Iteration 19Q: 3 clusters Score -3316654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3316666.250000 Penalty: 3333.088623
	Iteration 20F: 3 clusters Score -3316666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3316671.750000 Penalty: 3333.088623
	Iteration 21Q: 3 clusters Score -3316672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3316674.250000 Penalty: 3333.088623
	Iteration 22Q: 3 clusters Score -3316674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3316682.000000 Penalty: 3333.088623
	Iteration 23Q: 3 clusters Score -3316682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3316680.250000 Penalty: 3333.088623
	Iteration 24Q: 3 clusters Score -3316680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3316680.250000 Penalty: 3333.088623
	Iteration 25Q: 3 clusters Score -3316680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3316679.750000 Penalty: 3333.088623
	Iteration 26Q: 3 clusters Score -3316680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3316677.500000 Penalty: 3333.088623
	Iteration 27Q: 3 clusters Score -3316678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3316679.250000 Penalty: 3333.088623
	Iteration 28Q: 3 clusters Score -3316679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3316677.000000 Penalty: 3333.088623
	Iteration 29Q: 3 clusters Score -3316677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3316675.750000 Penalty: 3333.088623
	Iteration 30Q: 3 clusters Score -3316676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3316676.250000 Penalty: 3333.088623
	Iteration 31Q: 3 clusters Score -3316676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3316678.750000 Penalty: 3333.088623
	Iteration 32Q: 3 clusters Score -3316679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3316678.750000 Penalty: 3333.088623
	Iteration 33F: 3 clusters Score -3316679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Entering Unmasked Estep 
Score: -3352515.750000 Penalty: 1675.080200
	Iteration 0F: 2 clusters Score -3352516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3332391.000000 Penalty: 3350.160400
	Iteration 0F: 3 clusters Score -3332391 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3340295.500000 Penalty: 3350.160400
	Iteration 1F: 3 clusters Score -3340296 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3340937.000000 Penalty: 3350.160400
	Iteration 2F: 3 clusters Score -3340937 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3341865.250000 Penalty: 3350.160400
	Iteration 3F: 3 clusters Score -3341865 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3343056.000000 Penalty: 3350.160400
	Iteration 4F: 3 clusters Score -3343056 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3344593.750000 Penalty: 3350.160400
	Iteration 5F: 3 clusters Score -3344594 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3346270.500000 Penalty: 3350.160400
	Iteration 6F: 3 clusters Score -3346270 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3347722.000000 Penalty: 3350.160400
	Iteration 7F: 3 clusters Score -3347722 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3348838.000000 Penalty: 3350.160400
	Iteration 8Q: 3 clusters Score -3348838 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3349629.750000 Penalty: 3350.160400
	Iteration 9Q: 3 clusters Score -3349630 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3350123.500000 Penalty: 3350.160400
	Iteration 10Q: 3 clusters Score -3350124 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3350382.500000 Penalty: 3350.160400
	Iteration 11Q: 3 clusters Score -3350382 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3350562.750000 Penalty: 3350.160400
	Iteration 12Q: 3 clusters Score -3350563 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3350669.000000 Penalty: 3350.160400
	Iteration 13Q: 3 clusters Score -3350669 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3350749.250000 Penalty: 3350.160400
	Iteration 14Q: 3 clusters Score -3350749 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3350801.000000 Penalty: 3350.160400
	Iteration 15Q: 3 clusters Score -3350801 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3350851.250000 Penalty: 3350.160400
	Iteration 16Q: 3 clusters Score -3350851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3350899.250000 Penalty: 3350.160400
	Iteration 17Q: 3 clusters Score -3350899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3350932.000000 Penalty: 3350.160400
	Iteration 18Q: 3 clusters Score -3350932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3350955.000000 Penalty: 3350.160400
	Iteration 19Q: 3 clusters Score -3350955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3350972.250000 Penalty: 3350.160400
	Iteration 20F: 3 clusters Score -3350972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3350984.250000 Penalty: 3350.160400
	Iteration 21Q: 3 clusters Score -3350984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3351001.750000 Penalty: 3350.160400
	Iteration 22Q: 3 clusters Score -3351002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3351021.500000 Penalty: 3350.160400
	Iteration 23Q: 3 clusters Score -3351022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3351025.750000 Penalty: 3350.160400
	Iteration 24Q: 3 clusters Score -3351026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3351040.250000 Penalty: 3350.160400
	Iteration 25Q: 3 clusters Score -3351040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3351049.750000 Penalty: 3350.160400
	Iteration 26Q: 3 clusters Score -3351050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3351062.250000 Penalty: 3350.160400
	Iteration 27Q: 3 clusters Score -3351062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3351075.000000 Penalty: 3350.160400
	Iteration 28Q: 3 clusters Score -3351075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3351085.250000 Penalty: 3350.160400
	Iteration 29Q: 3 clusters Score -3351085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3351089.250000 Penalty: 3350.160400
	Iteration 30Q: 3 clusters Score -3351089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3351098.250000 Penalty: 3350.160400
	Iteration 31Q: 3 clusters Score -3351098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3351106.750000 Penalty: 3350.160400
	Iteration 32Q: 3 clusters Score -3351107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3351112.500000 Penalty: 3350.160400
	Iteration 33Q: 3 clusters Score -3351112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3351115.000000 Penalty: 3350.160400
	Iteration 34Q: 3 clusters Score -3351115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3351119.750000 Penalty: 3350.160400
	Iteration 35Q: 3 clusters Score -3351120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3351122.500000 Penalty: 3350.160400
	Iteration 36Q: 3 clusters Score -3351122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3351132.750000 Penalty: 3350.160400
	Iteration 37Q: 3 clusters Score -3351133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3351147.500000 Penalty: 3350.160400
	Iteration 38Q: 3 clusters Score -3351148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3351152.250000 Penalty: 3350.160400
	Iteration 39Q: 3 clusters Score -3351152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3351157.250000 Penalty: 3350.160400
	Iteration 40F: 3 clusters Score -3351157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3351157.500000 Penalty: 3350.160400
	Iteration 41Q: 3 clusters Score -3351158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3351157.500000 Penalty: 3350.160400
	Iteration 42F: 3 clusters Score -3351158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Entering Unmasked Estep 
Score: -2203904.500000 Penalty: 1600.895996
	Iteration 0F: 2 clusters Score -2203904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2190847.500000 Penalty: 3201.791992
	Iteration 0F: 3 clusters Score -2190848 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2195503.250000 Penalty: 3201.791992
	Iteration 1F: 3 clusters Score -2195503 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2195771.000000 Penalty: 3201.791992
	Iteration 2Q: 3 clusters Score -2195771 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2196014.500000 Penalty: 3201.791992
	Iteration 3Q: 3 clusters Score -2196014 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2196287.250000 Penalty: 3201.791992
	Iteration 4Q: 3 clusters Score -2196287 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2196631.250000 Penalty: 3201.791992
	Iteration 5Q: 3 clusters Score -2196631 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2197054.750000 Penalty: 3201.791992
	Iteration 6Q: 3 clusters Score -2197055 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2197583.500000 Penalty: 3201.791992
	Iteration 7Q: 3 clusters Score -2197584 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2198214.000000 Penalty: 3201.791992
	Iteration 8F: 3 clusters Score -2198214 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2198989.500000 Penalty: 3201.791992
	Iteration 9F: 3 clusters Score -2198990 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2199862.250000 Penalty: 3201.791992
	Iteration 10F: 3 clusters Score -2199862 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2200775.750000 Penalty: 3201.791992
	Iteration 11F: 3 clusters Score -2200776 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2201456.250000 Penalty: 3201.791992
	Iteration 12F: 3 clusters Score -2201456 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2201872.500000 Penalty: 3201.791992
	Iteration 13Q: 3 clusters Score -2201872 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2202096.750000 Penalty: 3201.791992
	Iteration 14Q: 3 clusters Score -2202097 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2202202.500000 Penalty: 3201.791992
	Iteration 15Q: 3 clusters Score -2202202 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2202260.750000 Penalty: 3201.791992
	Iteration 16Q: 3 clusters Score -2202261 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2202285.000000 Penalty: 3201.791992
	Iteration 17Q: 3 clusters Score -2202285 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2202302.250000 Penalty: 3201.791992
	Iteration 18Q: 3 clusters Score -2202302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2202312.750000 Penalty: 3201.791992
	Iteration 19Q: 3 clusters Score -2202313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2202323.000000 Penalty: 3201.791992
	Iteration 20F: 3 clusters Score -2202323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2202330.500000 Penalty: 3201.791992
	Iteration 21Q: 3 clusters Score -2202330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2202336.000000 Penalty: 3201.791992
	Iteration 22Q: 3 clusters Score -2202336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2202348.000000 Penalty: 3201.791992
	Iteration 23Q: 3 clusters Score -2202348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2202347.750000 Penalty: 3201.791992
	Iteration 24Q: 3 clusters Score -2202348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2202352.500000 Penalty: 3201.791992
	Iteration 25Q: 3 clusters Score -2202352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2202353.000000 Penalty: 3201.791992
	Iteration 26Q: 3 clusters Score -2202353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2202355.500000 Penalty: 3201.791992
	Iteration 27Q: 3 clusters Score -2202356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2202353.000000 Penalty: 3201.791992
	Iteration 28Q: 3 clusters Score -2202353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2202365.250000 Penalty: 3201.791992
	Iteration 29Q: 3 clusters Score -2202365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2202361.250000 Penalty: 3201.791992
	Iteration 30Q: 3 clusters Score -2202361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2202361.750000 Penalty: 3201.791992
	Iteration 31Q: 3 clusters Score -2202362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2202367.250000 Penalty: 3201.791992
	Iteration 32Q: 3 clusters Score -2202367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2202363.500000 Penalty: 3201.791992
	Iteration 33Q: 3 clusters Score -2202364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2202364.000000 Penalty: 3201.791992
	Iteration 34Q: 3 clusters Score -2202364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2202367.750000 Penalty: 3201.791992
	Iteration 35Q: 3 clusters Score -2202368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2202373.000000 Penalty: 3201.791992
	Iteration 36Q: 3 clusters Score -2202373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2202369.750000 Penalty: 3201.791992
	Iteration 37Q: 3 clusters Score -2202370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2202372.000000 Penalty: 3201.791992
	Iteration 38Q: 3 clusters Score -2202372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2202368.500000 Penalty: 3201.791992
	Iteration 39Q: 3 clusters Score -2202368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2202369.000000 Penalty: 3201.791992
	Iteration 40F: 3 clusters Score -2202369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2202367.750000 Penalty: 3201.791992
	Iteration 41Q: 3 clusters Score -2202368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2202371.000000 Penalty: 3201.791992
	Iteration 42Q: 3 clusters Score -2202371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2202370.250000 Penalty: 3201.791992
	Iteration 43Q: 3 clusters Score -2202370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2202370.750000 Penalty: 3201.791992
	Iteration 44Q: 3 clusters Score -2202371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2202368.750000 Penalty: 3201.791992
	Iteration 45Q: 3 clusters Score -2202369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2202366.750000 Penalty: 3201.791992
	Iteration 46Q: 3 clusters Score -2202367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2202371.000000 Penalty: 3201.791992
	Iteration 47Q: 3 clusters Score -2202371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2202367.500000 Penalty: 3201.791992
	Iteration 48Q: 3 clusters Score -2202368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2202368.500000 Penalty: 3201.791992
	Iteration 49Q: 3 clusters Score -2202368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2202368.750000 Penalty: 3201.791992
	Iteration 50Q: 3 clusters Score -2202369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2202369.750000 Penalty: 3201.791992
	Iteration 51Q: 3 clusters Score -2202370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2202374.500000 Penalty: 3201.791992
	Iteration 52Q: 3 clusters Score -2202374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2202373.500000 Penalty: 3201.791992
	Iteration 53Q: 3 clusters Score -2202374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2202375.000000 Penalty: 3201.791992
	Iteration 54Q: 3 clusters Score -2202375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2202375.000000 Penalty: 3201.791992
	Iteration 55Q: 3 clusters Score -2202375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -2202378.750000 Penalty: 3201.791992
	Iteration 56Q: 3 clusters Score -2202379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2202379.000000 Penalty: 3201.791992
	Iteration 57Q: 3 clusters Score -2202379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2202375.250000 Penalty: 3201.791992
	Iteration 58Q: 3 clusters Score -2202375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2202371.500000 Penalty: 3201.791992
	Iteration 59Q: 3 clusters Score -2202372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2202373.250000 Penalty: 3201.791992
	Iteration 60F: 3 clusters Score -2202373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2202370.000000 Penalty: 3201.791992
	Iteration 61Q: 3 clusters Score -2202370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2202371.250000 Penalty: 3201.791992
	Iteration 62Q: 3 clusters Score -2202371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2202371.250000 Penalty: 3201.791992
	Iteration 63Q: 3 clusters Score -2202371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2202369.500000 Penalty: 3201.791992
	Iteration 64Q: 3 clusters Score -2202370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2202371.250000 Penalty: 3201.791992
	Iteration 65Q: 3 clusters Score -2202371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2202369.500000 Penalty: 3201.791992
	Iteration 66Q: 3 clusters Score -2202370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2202374.250000 Penalty: 3201.791992
	Iteration 67Q: 3 clusters Score -2202374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2202373.250000 Penalty: 3201.791992
	Iteration 68Q: 3 clusters Score -2202373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2202376.000000 Penalty: 3201.791992
	Iteration 69Q: 3 clusters Score -2202376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2202372.500000 Penalty: 3201.791992
	Iteration 70Q: 3 clusters Score -2202372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2202373.000000 Penalty: 3201.791992
	Iteration 71Q: 3 clusters Score -2202373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2202372.500000 Penalty: 3201.791992
	Iteration 72Q: 3 clusters Score -2202372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2202375.000000 Penalty: 3201.791992
	Iteration 73Q: 3 clusters Score -2202375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2202380.750000 Penalty: 3201.791992
	Iteration 74Q: 3 clusters Score -2202381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2202377.000000 Penalty: 3201.791992
	Iteration 75Q: 3 clusters Score -2202377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2202382.000000 Penalty: 3201.791992
	Iteration 76Q: 3 clusters Score -2202382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2202385.000000 Penalty: 3201.791992
	Iteration 77Q: 3 clusters Score -2202385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2202377.750000 Penalty: 3201.791992
	Iteration 78Q: 3 clusters Score -2202378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2202384.250000 Penalty: 3201.791992
	Iteration 79Q: 3 clusters Score -2202384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2202382.000000 Penalty: 3201.791992
	Iteration 80F: 3 clusters Score -2202382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2202380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2202385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2202386.500000 Penalty: 3201.791992
	Iteration 83Q: 3 clusters Score -2202386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2202381.750000 Penalty: 3201.791992
	Iteration 84Q: 3 clusters Score -2202382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2202382.250000 Penalty: 3201.791992
	Iteration 85Q: 3 clusters Score -2202382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2202390.000000 Penalty: 3201.791992
	Iteration 86Q: 3 clusters Score -2202390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2202392.750000 Penalty: 3201.791992
	Iteration 87Q: 3 clusters Score -2202393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2202391.250000 Penalty: 3201.791992
	Iteration 88Q: 3 clusters Score -2202391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2202394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2202393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2202392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2202396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2202396 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5218 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2202397 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5211 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2202396 nChanged 8
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Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2202398 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2202396 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2202394 nChanged 15
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Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2202398 nChanged 16
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Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2202400.500000 Penalty: 3201.791992
	Iteration 100F: 3 clusters Score -2202400 nChanged 16
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Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2202402.750000 Penalty: 3201.791992
	Iteration 101Q: 3 clusters Score -2202403 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2202402 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2202405.750000 Penalty: 3201.791992
	Iteration 103Q: 3 clusters Score -2202406 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2202406 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5070 members 
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Entering Unmasked Estep 
Score: -2202407.000000 Penalty: 3201.791992
	Iteration 105Q: 3 clusters Score -2202407 nChanged 18
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Entering Unmasked Estep 
Score: -2202415.000000 Penalty: 3201.791992
	Iteration 106Q: 3 clusters Score -2202415 nChanged 16
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2202416 nChanged 12
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2202410 nChanged 7
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Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2202417.500000 Penalty: 3201.791992
	Iteration 109Q: 3 clusters Score -2202418 nChanged 7
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Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2202416 nChanged 9
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Entering Unmasked Estep 
Score: -2202419.250000 Penalty: 3201.791992
	Iteration 111Q: 3 clusters Score -2202419 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2202425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2202424.250000 Penalty: 3201.791992
	Iteration 113Q: 3 clusters Score -2202424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2202421.750000 Penalty: 3201.791992
	Iteration 114Q: 3 clusters Score -2202422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2202423.250000 Penalty: 3201.791992
	Iteration 115Q: 3 clusters Score -2202423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2202423.750000 Penalty: 3201.791992
	Iteration 116Q: 3 clusters Score -2202424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2202422.000000 Penalty: 3201.791992
	Iteration 117Q: 3 clusters Score -2202422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2202424.500000 Penalty: 3201.791992
	Iteration 118Q: 3 clusters Score -2202424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2202425.750000 Penalty: 3201.791992
	Iteration 119Q: 3 clusters Score -2202426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2202422.750000 Penalty: 3201.791992
	Iteration 120F: 3 clusters Score -2202423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2202423.250000 Penalty: 3201.791992
	Iteration 121Q: 3 clusters Score -2202423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2202427.000000 Penalty: 3201.791992
	Iteration 122Q: 3 clusters Score -2202427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2202431.000000 Penalty: 3201.791992
	Iteration 123Q: 3 clusters Score -2202431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2202428.500000 Penalty: 3201.791992
	Iteration 124Q: 3 clusters Score -2202428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2202427.500000 Penalty: 3201.791992
	Iteration 125Q: 3 clusters Score -2202428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2202427.750000 Penalty: 3201.791992
	Iteration 126Q: 3 clusters Score -2202428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2202427.750000 Penalty: 3201.791992
	Iteration 127F: 3 clusters Score -2202428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -555334.062500 Penalty: 1377.647095
	Iteration 0F: 2 clusters Score -555334.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -551460.625000 Penalty: 2755.294189
	Iteration 0F: 3 clusters Score -551460.6 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -552486.000000 Penalty: 2755.294189
	Iteration 1F: 3 clusters Score -552486 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -552636.250000 Penalty: 2755.294189
	Iteration 2F: 3 clusters Score -552636.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -552749.562500 Penalty: 2755.294189
	Iteration 3Q: 3 clusters Score -552749.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -552831.250000 Penalty: 2755.294189
	Iteration 4Q: 3 clusters Score -552831.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -552900.187500 Penalty: 2755.294189
	Iteration 5Q: 3 clusters Score -552900.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -552970.125000 Penalty: 2755.294189
	Iteration 6Q: 3 clusters Score -552970.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -553041.312500 Penalty: 2755.294189
	Iteration 7Q: 3 clusters Score -553041.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -553121.125000 Penalty: 2755.294189
	Iteration 8Q: 3 clusters Score -553121.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -553218.812500 Penalty: 2755.294189
	Iteration 9Q: 3 clusters Score -553218.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -553319.562500 Penalty: 2755.294189
	Iteration 10Q: 3 clusters Score -553319.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -553446.500000 Penalty: 2755.294189
	Iteration 11Q: 3 clusters Score -553446.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -553586.000000 Penalty: 2755.294189
	Iteration 12Q: 3 clusters Score -553586 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -553716.750000 Penalty: 2755.294189
	Iteration 13Q: 3 clusters Score -553716.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -553810.187500 Penalty: 2755.294189
	Iteration 14Q: 3 clusters Score -553810.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -553888.437500 Penalty: 2755.294189
	Iteration 15Q: 3 clusters Score -553888.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -553969.125000 Penalty: 2755.294189
	Iteration 16Q: 3 clusters Score -553969.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -554040.937500 Penalty: 2755.294189
	Iteration 17Q: 3 clusters Score -554040.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -554076.375000 Penalty: 2755.294189
	Iteration 18Q: 3 clusters Score -554076.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -554100.562500 Penalty: 2755.294189
	Iteration 19Q: 3 clusters Score -554100.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -554111.687500 Penalty: 2755.294189
	Iteration 20F: 3 clusters Score -554111.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -554115.187500 Penalty: 2755.294189
	Iteration 21Q: 3 clusters Score -554115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -554122.625000 Penalty: 2755.294189
	Iteration 22Q: 3 clusters Score -554122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -554129.125000 Penalty: 2755.294189
	Iteration 23Q: 3 clusters Score -554129.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -554130.875000 Penalty: 2755.294189
	Iteration 24Q: 3 clusters Score -554130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -554132.937500 Penalty: 2755.294189
	Iteration 25Q: 3 clusters Score -554132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -554135.375000 Penalty: 2755.294189
	Iteration 26Q: 3 clusters Score -554135.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -554137.687500 Penalty: 2755.294189
	Iteration 27Q: 3 clusters Score -554137.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -554137.562500 Penalty: 2755.294189
	Iteration 28Q: 3 clusters Score -554137.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -554140.500000 Penalty: 2755.294189
	Iteration 29Q: 3 clusters Score -554140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -554145.125000 Penalty: 2755.294189
	Iteration 30Q: 3 clusters Score -554145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -554147.812500 Penalty: 2755.294189
	Iteration 31Q: 3 clusters Score -554147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -554148.812500 Penalty: 2755.294189
	Iteration 32Q: 3 clusters Score -554148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -554149.437500 Penalty: 2755.294189
	Iteration 33Q: 3 clusters Score -554149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -554149.625000 Penalty: 2755.294189
	Iteration 34Q: 3 clusters Score -554149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -554149.625000 Penalty: 2755.294189
	Iteration 35F: 3 clusters Score -554149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Entering Unmasked Estep 
Score: -3279708.500000 Penalty: 1663.824951
	Iteration 0F: 2 clusters Score -3279708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3260890.500000 Penalty: 3327.649902
	Iteration 0F: 3 clusters Score -3260890 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3268092.250000 Penalty: 3327.649902
	Iteration 1F: 3 clusters Score -3268092 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3268522.750000 Penalty: 3327.649902
	Iteration 2Q: 3 clusters Score -3268523 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3269018.250000 Penalty: 3327.649902
	Iteration 3Q: 3 clusters Score -3269018 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -3269779.250000 Penalty: 3327.649902
	Iteration 4F: 3 clusters Score -3269779 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3270940.250000 Penalty: 3327.649902
	Iteration 5F: 3 clusters Score -3270940 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3272497.750000 Penalty: 3327.649902
	Iteration 6F: 3 clusters Score -3272498 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3274377.500000 Penalty: 3327.649902
	Iteration 7F: 3 clusters Score -3274378 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3275997.500000 Penalty: 3327.649902
	Iteration 8F: 3 clusters Score -3275998 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3276828.500000 Penalty: 3327.649902
	Iteration 9Q: 3 clusters Score -3276828 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3277176.000000 Penalty: 3327.649902
	Iteration 10Q: 3 clusters Score -3277176 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3277362.750000 Penalty: 3327.649902
	Iteration 11Q: 3 clusters Score -3277363 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3277503.500000 Penalty: 3327.649902
	Iteration 12Q: 3 clusters Score -3277504 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3277594.500000 Penalty: 3327.649902
	Iteration 13Q: 3 clusters Score -3277594 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3277675.500000 Penalty: 3327.649902
	Iteration 14Q: 3 clusters Score -3277676 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3277748.750000 Penalty: 3327.649902
	Iteration 15Q: 3 clusters Score -3277749 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3277806.000000 Penalty: 3327.649902
	Iteration 16Q: 3 clusters Score -3277806 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3277839.000000 Penalty: 3327.649902
	Iteration 17Q: 3 clusters Score -3277839 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3277895.000000 Penalty: 3327.649902
	Iteration 18Q: 3 clusters Score -3277895 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3277933.500000 Penalty: 3327.649902
	Iteration 19Q: 3 clusters Score -3277934 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3277978.500000 Penalty: 3327.649902
	Iteration 20F: 3 clusters Score -3277978 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3277995.250000 Penalty: 3327.649902
	Iteration 21Q: 3 clusters Score -3277995 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3278011.000000 Penalty: 3327.649902
	Iteration 22Q: 3 clusters Score -3278011 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3278042.250000 Penalty: 3327.649902
	Iteration 23Q: 3 clusters Score -3278042 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3278058.750000 Penalty: 3327.649902
	Iteration 24Q: 3 clusters Score -3278059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3278067.500000 Penalty: 3327.649902
	Iteration 25Q: 3 clusters Score -3278068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3278082.500000 Penalty: 3327.649902
	Iteration 26Q: 3 clusters Score -3278082 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3278108.000000 Penalty: 3327.649902
	Iteration 27Q: 3 clusters Score -3278108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3278123.500000 Penalty: 3327.649902
	Iteration 28Q: 3 clusters Score -3278124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3278131.000000 Penalty: 3327.649902
	Iteration 29Q: 3 clusters Score -3278131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3278153.500000 Penalty: 3327.649902
	Iteration 30Q: 3 clusters Score -3278154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3278160.250000 Penalty: 3327.649902
	Iteration 31Q: 3 clusters Score -3278160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3278173.750000 Penalty: 3327.649902
	Iteration 32Q: 3 clusters Score -3278174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3278198.750000 Penalty: 3327.649902
	Iteration 33Q: 3 clusters Score -3278199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3278197.500000 Penalty: 3327.649902
	Iteration 34Q: 3 clusters Score -3278198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3278206.500000 Penalty: 3327.649902
	Iteration 35Q: 3 clusters Score -3278206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3278208.750000 Penalty: 3327.649902
	Iteration 36Q: 3 clusters Score -3278209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3278229.750000 Penalty: 3327.649902
	Iteration 37Q: 3 clusters Score -3278230 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3278228.750000 Penalty: 3327.649902
	Iteration 38Q: 3 clusters Score -3278229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3278234.750000 Penalty: 3327.649902
	Iteration 39Q: 3 clusters Score -3278235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3278238.500000 Penalty: 3327.649902
	Iteration 40F: 3 clusters Score -3278238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3278240.750000 Penalty: 3327.649902
	Iteration 41Q: 3 clusters Score -3278241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3278251.750000 Penalty: 3327.649902
	Iteration 42Q: 3 clusters Score -3278252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3278250.250000 Penalty: 3327.649902
	Iteration 43Q: 3 clusters Score -3278250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3278254.750000 Penalty: 3327.649902
	Iteration 44Q: 3 clusters Score -3278255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3278259.750000 Penalty: 3327.649902
	Iteration 45Q: 3 clusters Score -3278260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3278262.000000 Penalty: 3327.649902
	Iteration 46Q: 3 clusters Score -3278262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3278265.750000 Penalty: 3327.649902
	Iteration 47Q: 3 clusters Score -3278266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3278268.250000 Penalty: 3327.649902
	Iteration 48Q: 3 clusters Score -3278268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3278270.250000 Penalty: 3327.649902
	Iteration 49Q: 3 clusters Score -3278270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3278268.750000 Penalty: 3327.649902
	Iteration 50Q: 3 clusters Score -3278269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3278272.250000 Penalty: 3327.649902
	Iteration 51Q: 3 clusters Score -3278272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3278271.500000 Penalty: 3327.649902
	Iteration 52Q: 3 clusters Score -3278272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3278270.250000 Penalty: 3327.649902
	Iteration 53Q: 3 clusters Score -3278270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3278271.750000 Penalty: 3327.649902
	Iteration 54Q: 3 clusters Score -3278272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3278273.250000 Penalty: 3327.649902
	Iteration 55Q: 3 clusters Score -3278273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3278272.250000 Penalty: 3327.649902
	Iteration 56Q: 3 clusters Score -3278272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3278278.000000 Penalty: 3327.649902
	Iteration 57Q: 3 clusters Score -3278278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3278283.000000 Penalty: 3327.649902
	Iteration 58Q: 3 clusters Score -3278283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3278276.500000 Penalty: 3327.649902
	Iteration 59Q: 3 clusters Score -3278276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3278278.250000 Penalty: 3327.649902
	Iteration 60F: 3 clusters Score -3278278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3278281.500000 Penalty: 3327.649902
	Iteration 61Q: 3 clusters Score -3278282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3278285.750000 Penalty: 3327.649902
	Iteration 62Q: 3 clusters Score -3278286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3278284.000000 Penalty: 3327.649902
	Iteration 63Q: 3 clusters Score -3278284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3278285.000000 Penalty: 3327.649902
	Iteration 64Q: 3 clusters Score -3278285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3278287.000000 Penalty: 3327.649902
	Iteration 65Q: 3 clusters Score -3278287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3278277.250000 Penalty: 3327.649902
	Iteration 66Q: 3 clusters Score -3278277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3278282.750000 Penalty: 3327.649902
	Iteration 67Q: 3 clusters Score -3278283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3278281.000000 Penalty: 3327.649902
	Iteration 68Q: 3 clusters Score -3278281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3278284.000000 Penalty: 3327.649902
	Iteration 69Q: 3 clusters Score -3278284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3278288.500000 Penalty: 3327.649902
	Iteration 70Q: 3 clusters Score -3278288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3278290.500000 Penalty: 3327.649902
	Iteration 71Q: 3 clusters Score -3278290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3278287.250000 Penalty: 3327.649902
	Iteration 72Q: 3 clusters Score -3278287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3278292.250000 Penalty: 3327.649902
	Iteration 73Q: 3 clusters Score -3278292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3278297.250000 Penalty: 3327.649902
	Iteration 74Q: 3 clusters Score -3278297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3278301.500000 Penalty: 3327.649902
	Iteration 75Q: 3 clusters Score -3278302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3278300.250000 Penalty: 3327.649902
	Iteration 76Q: 3 clusters Score -3278300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3278297.250000 Penalty: 3327.649902
	Iteration 77Q: 3 clusters Score -3278297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3278297.500000 Penalty: 3327.649902
	Iteration 78Q: 3 clusters Score -3278298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3278295.750000 Penalty: 3327.649902
	Iteration 79Q: 3 clusters Score -3278296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3278293.500000 Penalty: 3327.649902
	Iteration 80F: 3 clusters Score -3278294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3278298.000000 Penalty: 3327.649902
	Iteration 81Q: 3 clusters Score -3278298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3278297.750000 Penalty: 3327.649902
	Iteration 82Q: 3 clusters Score -3278298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3278297.750000 Penalty: 3327.649902
	Iteration 83F: 3 clusters Score -3278298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Entering Unmasked Estep 
Score: -1442792.250000 Penalty: 1534.583862
	Iteration 0F: 2 clusters Score -1442792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1433970.125000 Penalty: 3069.167725
	Iteration 0F: 3 clusters Score -1433970 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1436918.625000 Penalty: 3069.167725
	Iteration 1F: 3 clusters Score -1436919 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1437258.750000 Penalty: 3069.167725
	Iteration 2F: 3 clusters Score -1437259 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1437615.750000 Penalty: 3069.167725
	Iteration 3F: 3 clusters Score -1437616 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1438026.750000 Penalty: 3069.167725
	Iteration 4F: 3 clusters Score -1438027 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1438459.875000 Penalty: 3069.167725
	Iteration 5F: 3 clusters Score -1438460 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1438921.875000 Penalty: 3069.167725
	Iteration 6F: 3 clusters Score -1438922 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1439373.625000 Penalty: 3069.167725
	Iteration 7F: 3 clusters Score -1439374 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1439704.375000 Penalty: 3069.167725
	Iteration 8F: 3 clusters Score -1439704 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1440031.000000 Penalty: 3069.167725
	Iteration 9Q: 3 clusters Score -1440031 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1440343.250000 Penalty: 3069.167725
	Iteration 10Q: 3 clusters Score -1440343 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1440661.875000 Penalty: 3069.167725
	Iteration 11Q: 3 clusters Score -1440662 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1440969.000000 Penalty: 3069.167725
	Iteration 12Q: 3 clusters Score -1440969 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1441251.500000 Penalty: 3069.167725
	Iteration 13Q: 3 clusters Score -1441252 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1441501.500000 Penalty: 3069.167725
	Iteration 14Q: 3 clusters Score -1441502 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1441711.125000 Penalty: 3069.167725
	Iteration 15Q: 3 clusters Score -1441711 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1441839.750000 Penalty: 3069.167725
	Iteration 16Q: 3 clusters Score -1441840 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1441934.000000 Penalty: 3069.167725
	Iteration 17Q: 3 clusters Score -1441934 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1441989.875000 Penalty: 3069.167725
	Iteration 18Q: 3 clusters Score -1441990 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1442028.125000 Penalty: 3069.167725
	Iteration 19Q: 3 clusters Score -1442028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1442068.125000 Penalty: 3069.167725
	Iteration 20F: 3 clusters Score -1442068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1442110.000000 Penalty: 3069.167725
	Iteration 21Q: 3 clusters Score -1442110 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1442144.750000 Penalty: 3069.167725
	Iteration 22Q: 3 clusters Score -1442145 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1442217.500000 Penalty: 3069.167725
	Iteration 23Q: 3 clusters Score -1442218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1442274.750000 Penalty: 3069.167725
	Iteration 24Q: 3 clusters Score -1442275 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1442351.000000 Penalty: 3069.167725
	Iteration 25Q: 3 clusters Score -1442351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1442428.000000 Penalty: 3069.167725
	Iteration 26Q: 3 clusters Score -1442428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1442476.750000 Penalty: 3069.167725
	Iteration 27Q: 3 clusters Score -1442477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1442507.000000 Penalty: 3069.167725
	Iteration 28Q: 3 clusters Score -1442507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1442522.750000 Penalty: 3069.167725
	Iteration 29Q: 3 clusters Score -1442523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1442535.125000 Penalty: 3069.167725
	Iteration 30Q: 3 clusters Score -1442535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1442545.875000 Penalty: 3069.167725
	Iteration 31Q: 3 clusters Score -1442546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1442553.625000 Penalty: 3069.167725
	Iteration 32Q: 3 clusters Score -1442554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1442559.125000 Penalty: 3069.167725
	Iteration 33Q: 3 clusters Score -1442559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1442560.875000 Penalty: 3069.167725
	Iteration 34Q: 3 clusters Score -1442561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1442565.250000 Penalty: 3069.167725
	Iteration 35Q: 3 clusters Score -1442565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1442566.125000 Penalty: 3069.167725
	Iteration 36Q: 3 clusters Score -1442566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1442568.250000 Penalty: 3069.167725
	Iteration 37Q: 3 clusters Score -1442568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1442569.750000 Penalty: 3069.167725
	Iteration 38Q: 3 clusters Score -1442570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1442568.500000 Penalty: 3069.167725
	Iteration 39Q: 3 clusters Score -1442568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1442568.500000 Penalty: 3069.167725
	Iteration 40F: 3 clusters Score -1442568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Entering Unmasked Estep 
Score: -4107832.750000 Penalty: 1702.339478
	Iteration 0F: 2 clusters Score -4107833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4084130.500000 Penalty: 3404.678955
	Iteration 0F: 3 clusters Score -4084130 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4093299.250000 Penalty: 3404.678955
	Iteration 1F: 3 clusters Score -4093299 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4093682.000000 Penalty: 3404.678955
	Iteration 2Q: 3 clusters Score -4093682 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4094066.250000 Penalty: 3404.678955
	Iteration 3Q: 3 clusters Score -4094066 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4094496.250000 Penalty: 3404.678955
	Iteration 4Q: 3 clusters Score -4094496 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4094985.250000 Penalty: 3404.678955
	Iteration 5Q: 3 clusters Score -4094985 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4095573.500000 Penalty: 3404.678955
	Iteration 6Q: 3 clusters Score -4095574 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4096338.750000 Penalty: 3404.678955
	Iteration 7Q: 3 clusters Score -4096339 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -4097290.250000 Penalty: 3404.678955
	Iteration 8Q: 3 clusters Score -4097290 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4098421.500000 Penalty: 3404.678955
	Iteration 9Q: 3 clusters Score -4098422 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -4099687.750000 Penalty: 3404.678955
	Iteration 10F: 3 clusters Score -4099688 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -4100793.000000 Penalty: 3404.678955
	Iteration 11Q: 3 clusters Score -4100793 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -4101859.750000 Penalty: 3404.678955
	Iteration 12Q: 3 clusters Score -4101860 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -4102823.250000 Penalty: 3404.678955
	Iteration 13Q: 3 clusters Score -4102823 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4103703.250000 Penalty: 3404.678955
	Iteration 14Q: 3 clusters Score -4103703 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4104458.000000 Penalty: 3404.678955
	Iteration 15Q: 3 clusters Score -4104458 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4105036.500000 Penalty: 3404.678955
	Iteration 16Q: 3 clusters Score -4105036 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4105449.000000 Penalty: 3404.678955
	Iteration 17Q: 3 clusters Score -4105449 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4105747.250000 Penalty: 3404.678955
	Iteration 18Q: 3 clusters Score -4105747 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -4105922.000000 Penalty: 3404.678955
	Iteration 19Q: 3 clusters Score -4105922 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4106032.750000 Penalty: 3404.678955
	Iteration 20F: 3 clusters Score -4106033 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4106107.500000 Penalty: 3404.678955
	Iteration 21Q: 3 clusters Score -4106108 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -4106177.500000 Penalty: 3404.678955
	Iteration 22Q: 3 clusters Score -4106178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4106230.500000 Penalty: 3404.678955
	Iteration 23Q: 3 clusters Score -4106230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -4106271.500000 Penalty: 3404.678955
	Iteration 24Q: 3 clusters Score -4106272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -4106307.500000 Penalty: 3404.678955
	Iteration 25Q: 3 clusters Score -4106308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -4106328.250000 Penalty: 3404.678955
	Iteration 26Q: 3 clusters Score -4106328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -4106336.500000 Penalty: 3404.678955
	Iteration 27Q: 3 clusters Score -4106336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -4106352.000000 Penalty: 3404.678955
	Iteration 28Q: 3 clusters Score -4106352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -4106365.500000 Penalty: 3404.678955
	Iteration 29Q: 3 clusters Score -4106366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4106366.500000 Penalty: 3404.678955
	Iteration 30Q: 3 clusters Score -4106366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -4106373.000000 Penalty: 3404.678955
	Iteration 31Q: 3 clusters Score -4106373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -4106374.750000 Penalty: 3404.678955
	Iteration 32Q: 3 clusters Score -4106375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -4106374.000000 Penalty: 3404.678955
	Iteration 33Q: 3 clusters Score -4106374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -4106386.250000 Penalty: 3404.678955
	Iteration 34Q: 3 clusters Score -4106386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4106389.500000 Penalty: 3404.678955
	Iteration 35Q: 3 clusters Score -4106390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -4106395.250000 Penalty: 3404.678955
	Iteration 36Q: 3 clusters Score -4106395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4106390.750000 Penalty: 3404.678955
	Iteration 37Q: 3 clusters Score -4106391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -4106393.250000 Penalty: 3404.678955
	Iteration 38Q: 3 clusters Score -4106393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -4106393.250000 Penalty: 3404.678955
	Iteration 39Q: 3 clusters Score -4106393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -4106398.000000 Penalty: 3404.678955
	Iteration 40F: 3 clusters Score -4106398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4106401.250000 Penalty: 3404.678955
	Iteration 41Q: 3 clusters Score -4106401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4106401.000000 Penalty: 3404.678955
	Iteration 42Q: 3 clusters Score -4106401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -4106403.750000 Penalty: 3404.678955
	Iteration 43Q: 3 clusters Score -4106404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -4106406.000000 Penalty: 3404.678955
	Iteration 44Q: 3 clusters Score -4106406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4106406.500000 Penalty: 3404.678955
	Iteration 45Q: 3 clusters Score -4106406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4106406.500000 Penalty: 3404.678955
	Iteration 46F: 3 clusters Score -4106406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (109839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Entering Unmasked Estep 
Score: -12838873.000000 Penalty: 1886.100220
	Iteration 0F: 2 clusters Score -1.283887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -12769619.000000 Penalty: 3772.200439
	Iteration 0F: 3 clusters Score -1.276962e+07 nChanged 52747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -12800244.000000 Penalty: 3772.200439
	Iteration 1F: 3 clusters Score -1.280024e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -12801248.000000 Penalty: 3772.200439
	Iteration 2Q: 3 clusters Score -1.280125e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -12803112.000000 Penalty: 3772.200439
	Iteration 3Q: 3 clusters Score -1.280311e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -12806347.000000 Penalty: 3772.200439
	Iteration 4F: 3 clusters Score -1.280635e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -12811833.000000 Penalty: 3772.200439
	Iteration 5F: 3 clusters Score -1.281183e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -12818815.000000 Penalty: 3772.200439
	Iteration 6F: 3 clusters Score -1.281882e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -12825507.000000 Penalty: 3772.200439
	Iteration 7F: 3 clusters Score -1.282551e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -12830787.000000 Penalty: 3772.200439
	Iteration 8F: 3 clusters Score -1.283079e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 104708 members 
Entering Unmasked Estep 
Score: -12834435.000000 Penalty: 3772.200439
	Iteration 9Q: 3 clusters Score -1.283444e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -12836088.000000 Penalty: 3772.200439
	Iteration 10Q: 3 clusters Score -1.283609e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -12836864.000000 Penalty: 3772.200439
	Iteration 11Q: 3 clusters Score -1.283686e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -12837289.000000 Penalty: 3772.200439
	Iteration 12Q: 3 clusters Score -1.283729e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 108642 members 
Entering Unmasked Estep 
Score: -12837487.000000 Penalty: 3772.200439
	Iteration 13Q: 3 clusters Score -1.283749e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 108752 members 
Entering Unmasked Estep 
Score: -12837616.000000 Penalty: 3772.200439
	Iteration 14Q: 3 clusters Score -1.283762e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 108819 members 
Entering Unmasked Estep 
Score: -12837714.000000 Penalty: 3772.200439
	Iteration 15Q: 3 clusters Score -1.283771e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 108849 members 
Entering Unmasked Estep 
Score: -12837771.000000 Penalty: 3772.200439
	Iteration 16Q: 3 clusters Score -1.283777e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -12837814.000000 Penalty: 3772.200439
	Iteration 17Q: 3 clusters Score -1.283781e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 108885 members 
Entering Unmasked Estep 
Score: -12837820.000000 Penalty: 3772.200439
	Iteration 18Q: 3 clusters Score -1.283782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 108902 members 
Entering Unmasked Estep 
Score: -12837836.000000 Penalty: 3772.200439
	Iteration 19Q: 3 clusters Score -1.283784e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 108911 members 
Entering Unmasked Estep 
Score: -12837835.000000 Penalty: 3772.200439
	Iteration 20F: 3 clusters Score -1.283784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 108922 members 
Entering Unmasked Estep 
Score: -12837845.000000 Penalty: 3772.200439
	Iteration 21Q: 3 clusters Score -1.283784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 108926 members 
Entering Unmasked Estep 
Score: -12837851.000000 Penalty: 3772.200439
	Iteration 22Q: 3 clusters Score -1.283785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 108934 members 
Entering Unmasked Estep 
Score: -12837856.000000 Penalty: 3772.200439
	Iteration 23Q: 3 clusters Score -1.283786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 108936 members 
Entering Unmasked Estep 
Score: -12837864.000000 Penalty: 3772.200439
	Iteration 24Q: 3 clusters Score -1.283786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 108937 members 
Entering Unmasked Estep 
Score: -12837878.000000 Penalty: 3772.200439
	Iteration 25Q: 3 clusters Score -1.283788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 108941 members 
Entering Unmasked Estep 
Score: -12837884.000000 Penalty: 3772.200439
	Iteration 26Q: 3 clusters Score -1.283788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 108942 members 
Entering Unmasked Estep 
Score: -12837884.000000 Penalty: 3772.200439
	Iteration 27Q: 3 clusters Score -1.283788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 108944 members 
Entering Unmasked Estep 
Score: -12837891.000000 Penalty: 3772.200439
	Iteration 28Q: 3 clusters Score -1.283789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 108948 members 
Entering Unmasked Estep 
Score: -12837883.000000 Penalty: 3772.200439
	Iteration 29Q: 3 clusters Score -1.283788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 108957 members 
Entering Unmasked Estep 
Score: -12837893.000000 Penalty: 3772.200439
	Iteration 30Q: 3 clusters Score -1.283789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 108963 members 
Entering Unmasked Estep 
Score: -12837900.000000 Penalty: 3772.200439
	Iteration 31Q: 3 clusters Score -1.28379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 108966 members 
Entering Unmasked Estep 
Score: -12837904.000000 Penalty: 3772.200439
	Iteration 32Q: 3 clusters Score -1.28379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -12837913.000000 Penalty: 3772.200439
	Iteration 33Q: 3 clusters Score -1.283791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -12837924.000000 Penalty: 3772.200439
	Iteration 34Q: 3 clusters Score -1.283792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -12837914.000000 Penalty: 3772.200439
	Iteration 35Q: 3 clusters Score -1.283791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -12837924.000000 Penalty: 3772.200439
	Iteration 36Q: 3 clusters Score -1.283792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 108969 members 
Entering Unmasked Estep 
Score: -12837915.000000 Penalty: 3772.200439
	Iteration 37Q: 3 clusters Score -1.283792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 108969 members 
Entering Unmasked Estep 
Score: -12837915.000000 Penalty: 3772.200439
	Iteration 38F: 3 clusters Score -1.283792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (92283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Entering Unmasked Estep 
Score: -10798199.000000 Penalty: 1857.799927
	Iteration 0F: 2 clusters Score -1.07982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -10738761.000000 Penalty: 3715.599854
	Iteration 0F: 3 clusters Score -1.073876e+07 nChanged 44059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -10764493.000000 Penalty: 3715.599854
	Iteration 1F: 3 clusters Score -1.076449e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -10765285.000000 Penalty: 3715.599854
	Iteration 2Q: 3 clusters Score -1.076528e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -10766272.000000 Penalty: 3715.599854
	Iteration 3Q: 3 clusters Score -1.076627e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -10767712.000000 Penalty: 3715.599854
	Iteration 4Q: 3 clusters Score -1.076771e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -10770182.000000 Penalty: 3715.599854
	Iteration 5F: 3 clusters Score -1.077018e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -10774342.000000 Penalty: 3715.599854
	Iteration 6F: 3 clusters Score -1.077434e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -10780084.000000 Penalty: 3715.599854
	Iteration 7F: 3 clusters Score -1.078008e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -10786234.000000 Penalty: 3715.599854
	Iteration 8F: 3 clusters Score -1.078623e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -10790607.000000 Penalty: 3715.599854
	Iteration 9F: 3 clusters Score -1.079061e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -10793210.000000 Penalty: 3715.599854
	Iteration 10Q: 3 clusters Score -1.079321e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 89595 members 
Entering Unmasked Estep 
Score: -10794765.000000 Penalty: 3715.599854
	Iteration 11Q: 3 clusters Score -1.079476e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -10795568.000000 Penalty: 3715.599854
	Iteration 12Q: 3 clusters Score -1.079557e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 91144 members 
Entering Unmasked Estep 
Score: -10795966.000000 Penalty: 3715.599854
	Iteration 13Q: 3 clusters Score -1.079597e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
Score: -10796179.000000 Penalty: 3715.599854
	Iteration 14Q: 3 clusters Score -1.079618e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -10796326.000000 Penalty: 3715.599854
	Iteration 15Q: 3 clusters Score -1.079633e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -10796424.000000 Penalty: 3715.599854
	Iteration 16Q: 3 clusters Score -1.079642e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -10796490.000000 Penalty: 3715.599854
	Iteration 17Q: 3 clusters Score -1.079649e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -10796539.000000 Penalty: 3715.599854
	Iteration 18Q: 3 clusters Score -1.079654e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -10796562.000000 Penalty: 3715.599854
	Iteration 19Q: 3 clusters Score -1.079656e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -10796576.000000 Penalty: 3715.599854
	Iteration 20F: 3 clusters Score -1.079658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 91828 members 
Entering Unmasked Estep 
Score: -10796586.000000 Penalty: 3715.599854
	Iteration 21Q: 3 clusters Score -1.079659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 91837 members 
Entering Unmasked Estep 
Score: -10796593.000000 Penalty: 3715.599854
	Iteration 22Q: 3 clusters Score -1.079659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 91848 members 
Entering Unmasked Estep 
Score: -10796600.000000 Penalty: 3715.599854
	Iteration 23Q: 3 clusters Score -1.07966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 91854 members 
Entering Unmasked Estep 
Score: -10796607.000000 Penalty: 3715.599854
	Iteration 24Q: 3 clusters Score -1.079661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 91856 members 
Entering Unmasked Estep 
Score: -10796608.000000 Penalty: 3715.599854
	Iteration 25Q: 3 clusters Score -1.079661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 91856 members 
Entering Unmasked Estep 
Score: -10796603.000000 Penalty: 3715.599854
	Iteration 26Q: 3 clusters Score -1.07966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -10796605.000000 Penalty: 3715.599854
	Iteration 27Q: 3 clusters Score -1.07966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -10796613.000000 Penalty: 3715.599854
	Iteration 28Q: 3 clusters Score -1.079661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -10796618.000000 Penalty: 3715.599854
	Iteration 29Q: 3 clusters Score -1.079662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 91869 members 
Entering Unmasked Estep 
Score: -10796630.000000 Penalty: 3715.599854
	Iteration 30Q: 3 clusters Score -1.079663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -10796632.000000 Penalty: 3715.599854
	Iteration 31Q: 3 clusters Score -1.079663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -10796632.000000 Penalty: 3715.599854
	Iteration 32F: 3 clusters Score -1.079663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Entering Unmasked Estep 
Score: -667920.187500 Penalty: 1420.979248
	Iteration 0F: 2 clusters Score -667920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -663172.437500 Penalty: 2841.958496
	Iteration 0F: 3 clusters Score -663172.4 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -664877.062500 Penalty: 2841.958496
	Iteration 1F: 3 clusters Score -664877.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -665346.437500 Penalty: 2841.958496
	Iteration 2F: 3 clusters Score -665346.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -665887.375000 Penalty: 2841.958496
	Iteration 3F: 3 clusters Score -665887.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -666450.000000 Penalty: 2841.958496
	Iteration 4F: 3 clusters Score -666450 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -666880.687500 Penalty: 2841.958496
	Iteration 5F: 3 clusters Score -666880.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -667147.187500 Penalty: 2841.958496
	Iteration 6F: 3 clusters Score -667147.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -667252.687500 Penalty: 2841.958496
	Iteration 7Q: 3 clusters Score -667252.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -667299.812500 Penalty: 2841.958496
	Iteration 8Q: 3 clusters Score -667299.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -667326.937500 Penalty: 2841.958496
	Iteration 9Q: 3 clusters Score -667326.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -667348.875000 Penalty: 2841.958496
	Iteration 10Q: 3 clusters Score -667348.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -667362.500000 Penalty: 2841.958496
	Iteration 11Q: 3 clusters Score -667362.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -667368.687500 Penalty: 2841.958496
	Iteration 12Q: 3 clusters Score -667368.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -667375.062500 Penalty: 2841.958496
	Iteration 13Q: 3 clusters Score -667375.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -667377.812500 Penalty: 2841.958496
	Iteration 14Q: 3 clusters Score -667377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -667381.437500 Penalty: 2841.958496
	Iteration 15Q: 3 clusters Score -667381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -667381.000000 Penalty: 2841.958496
	Iteration 16Q: 3 clusters Score -667381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -667382.312500 Penalty: 2841.958496
	Iteration 17Q: 3 clusters Score -667382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -667381.000000 Penalty: 2841.958496
	Iteration 18Q: 3 clusters Score -667381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -667384.375000 Penalty: 2841.958496
	Iteration 19Q: 3 clusters Score -667384.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -667388.312500 Penalty: 2841.958496
	Iteration 20F: 3 clusters Score -667388.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -667390.437500 Penalty: 2841.958496
	Iteration 21Q: 3 clusters Score -667390.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -667392.812500 Penalty: 2841.958496
	Iteration 22Q: 3 clusters Score -667392.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -667396.625000 Penalty: 2841.958496
	Iteration 23Q: 3 clusters Score -667396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -667396.562500 Penalty: 2841.958496
	Iteration 24Q: 3 clusters Score -667396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -667397.250000 Penalty: 2841.958496
	Iteration 25Q: 3 clusters Score -667397.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -667398.187500 Penalty: 2841.958496
	Iteration 26Q: 3 clusters Score -667398.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -667401.500000 Penalty: 2841.958496
	Iteration 27Q: 3 clusters Score -667401.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -667405.062500 Penalty: 2841.958496
	Iteration 28Q: 3 clusters Score -667405.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -667404.625000 Penalty: 2841.958496
	Iteration 29Q: 3 clusters Score -667404.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -667406.937500 Penalty: 2841.958496
	Iteration 30Q: 3 clusters Score -667406.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -667410.375000 Penalty: 2841.958496
	Iteration 31Q: 3 clusters Score -667410.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -667412.687500 Penalty: 2841.958496
	Iteration 32Q: 3 clusters Score -667412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -667413.625000 Penalty: 2841.958496
	Iteration 33Q: 3 clusters Score -667413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -667413.687500 Penalty: 2841.958496
	Iteration 34Q: 3 clusters Score -667413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -667414.000000 Penalty: 2841.958496
	Iteration 35Q: 3 clusters Score -667414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -667414.812500 Penalty: 2841.958496
	Iteration 36Q: 3 clusters Score -667414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -667417.437500 Penalty: 2841.958496
	Iteration 37Q: 3 clusters Score -667417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -667416.375000 Penalty: 2841.958496
	Iteration 38Q: 3 clusters Score -667416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -667416.375000 Penalty: 2841.958496
	Iteration 39F: 3 clusters Score -667416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Entering Unmasked Estep 
Score: -1701479.625000 Penalty: 1557.763916
	Iteration 0F: 2 clusters Score -1701480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1691413.375000 Penalty: 3115.527832
	Iteration 0F: 3 clusters Score -1691413 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1694783.375000 Penalty: 3115.527832
	Iteration 1F: 3 clusters Score -1694783 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1694993.500000 Penalty: 3115.527832
	Iteration 2Q: 3 clusters Score -1694994 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1695157.125000 Penalty: 3115.527832
	Iteration 3Q: 3 clusters Score -1695157 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1695289.750000 Penalty: 3115.527832
	Iteration 4Q: 3 clusters Score -1695290 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1695397.500000 Penalty: 3115.527832
	Iteration 5Q: 3 clusters Score -1695398 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1695479.750000 Penalty: 3115.527832
	Iteration 6Q: 3 clusters Score -1695480 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1695558.625000 Penalty: 3115.527832
	Iteration 7Q: 3 clusters Score -1695559 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1695620.000000 Penalty: 3115.527832
	Iteration 8Q: 3 clusters Score -1695620 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1695691.375000 Penalty: 3115.527832
	Iteration 9Q: 3 clusters Score -1695691 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1695745.375000 Penalty: 3115.527832
	Iteration 10Q: 3 clusters Score -1695745 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1695796.750000 Penalty: 3115.527832
	Iteration 11Q: 3 clusters Score -1695797 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1695851.125000 Penalty: 3115.527832
	Iteration 12Q: 3 clusters Score -1695851 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1695914.875000 Penalty: 3115.527832
	Iteration 13Q: 3 clusters Score -1695915 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1695988.125000 Penalty: 3115.527832
	Iteration 14Q: 3 clusters Score -1695988 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1696085.750000 Penalty: 3115.527832
	Iteration 15Q: 3 clusters Score -1696086 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1696210.125000 Penalty: 3115.527832
	Iteration 16Q: 3 clusters Score -1696210 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1696380.250000 Penalty: 3115.527832
	Iteration 17Q: 3 clusters Score -1696380 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1696588.500000 Penalty: 3115.527832
	Iteration 18Q: 3 clusters Score -1696588 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1696820.250000 Penalty: 3115.527832
	Iteration 19Q: 3 clusters Score -1696820 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1697113.625000 Penalty: 3115.527832
	Iteration 20F: 3 clusters Score -1697114 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1697450.125000 Penalty: 3115.527832
	Iteration 21Q: 3 clusters Score -1697450 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1697813.375000 Penalty: 3115.527832
	Iteration 22Q: 3 clusters Score -1697813 nChanged 555
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1698108 nChanged 454
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5285 members 
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	Iteration 24Q: 3 clusters Score -1698324 nChanged 329
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Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1698450 nChanged 270
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Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1698544 nChanged 221
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Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 5035 members 
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	Iteration 27Q: 3 clusters Score -1698610 nChanged 158
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Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1698641 nChanged 125
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Mstep: Class 1 contains 9635 members 
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	Iteration 29Q: 3 clusters Score -1698675 nChanged 119
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Mstep: Class 1 contains 9680 members 
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	Iteration 30Q: 3 clusters Score -1698701 nChanged 128
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Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1698731 nChanged 108
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Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 4753 members 
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	Iteration 32Q: 3 clusters Score -1698751 nChanged 100
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Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1698775 nChanged 107
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Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1698802 nChanged 93
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Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1698831 nChanged 103
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Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1698860 nChanged 91
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Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 4369 members 
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	Iteration 37Q: 3 clusters Score -1698878 nChanged 102
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Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1698900 nChanged 95
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Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1698924 nChanged 85
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Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1698938 nChanged 82
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Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1698954 nChanged 80
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Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4033 members 
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	Iteration 42Q: 3 clusters Score -1698973 nChanged 81
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Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3970 members 
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	Iteration 43Q: 3 clusters Score -1698987 nChanged 76
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Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 3906 members 
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	Iteration 44Q: 3 clusters Score -1699011 nChanged 75
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Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3839 members 
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	Iteration 45Q: 3 clusters Score -1699031 nChanged 86
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Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 3757 members 
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	Iteration 46Q: 3 clusters Score -1699047 nChanged 91
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Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3674 members 
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	Iteration 47Q: 3 clusters Score -1699078 nChanged 81
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Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3601 members 
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	Iteration 48Q: 3 clusters Score -1699092 nChanged 69
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Mstep: Class 1 contains 11025 members 
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	Iteration 49Q: 3 clusters Score -1699100 nChanged 65
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Mstep: Class 1 contains 11080 members 
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	Iteration 50Q: 3 clusters Score -1699114 nChanged 69
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Mstep: Class 1 contains 11139 members 
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	Iteration 51Q: 3 clusters Score -1699128 nChanged 66
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Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1699142 nChanged 70
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Mstep: Class 1 contains 11263 members 
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	Iteration 53Q: 3 clusters Score -1699160 nChanged 74
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Mstep: Class 1 contains 11329 members 
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	Iteration 54Q: 3 clusters Score -1699173 nChanged 84
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Mstep: Class 1 contains 11403 members 
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	Iteration 55Q: 3 clusters Score -1699194 nChanged 68
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Mstep: Class 1 contains 11463 members 
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	Iteration 56Q: 3 clusters Score -1699205 nChanged 57
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Mstep: Class 1 contains 11518 members 
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	Iteration 57Q: 3 clusters Score -1699223 nChanged 64
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Mstep: Class 1 contains 11580 members 
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	Iteration 58Q: 3 clusters Score -1699236 nChanged 73
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Mstep: Class 1 contains 11653 members 
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	Iteration 59Q: 3 clusters Score -1699254 nChanged 79
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Mstep: Class 1 contains 11730 members 
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	Iteration 60F: 3 clusters Score -1699270 nChanged 88
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Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2753 members 
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	Iteration 61Q: 3 clusters Score -1699293 nChanged 95
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Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2664 members 
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	Iteration 62Q: 3 clusters Score -1699317 nChanged 91
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Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2577 members 
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	Iteration 63Q: 3 clusters Score -1699339 nChanged 88
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Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2489 members 
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	Iteration 64Q: 3 clusters Score -1699360 nChanged 96
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Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2397 members 
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	Iteration 65Q: 3 clusters Score -1699392 nChanged 87
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Mstep: Class 1 contains 12249 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1699422 nChanged 81
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Mstep: Class 1 contains 12328 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1699446 nChanged 84
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Mstep: Class 1 contains 12412 members 
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	Iteration 68Q: 3 clusters Score -1699467 nChanged 88
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Mstep: Class 1 contains 12498 members 
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	Iteration 69Q: 3 clusters Score -1699498 nChanged 85
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Mstep: Class 1 contains 12581 members 
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	Iteration 70Q: 3 clusters Score -1699522 nChanged 83
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Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1901 members 
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	Iteration 71Q: 3 clusters Score -1699550 nChanged 75
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Mstep: Class 1 contains 12737 members 
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	Iteration 72Q: 3 clusters Score -1699574 nChanged 90
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Mstep: Class 1 contains 12823 members 
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	Iteration 73Q: 3 clusters Score -1699611 nChanged 82
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Mstep: Class 1 contains 12901 members 
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	Iteration 74Q: 3 clusters Score -1699645 nChanged 90
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Mstep: Class 1 contains 12987 members 
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	Iteration 75Q: 3 clusters Score -1699671 nChanged 75
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	Iteration 76Q: 3 clusters Score -1699702 nChanged 68
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	Iteration 77Q: 3 clusters Score -1699719 nChanged 58
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	Iteration 78Q: 3 clusters Score -1699744 nChanged 63
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	Iteration 79Q: 3 clusters Score -1699776 nChanged 72
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Mstep: Class 1 contains 13307 members 
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	Iteration 80F: 3 clusters Score -1699803 nChanged 70
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Mstep: Class 1 contains 13377 members 
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	Iteration 81Q: 3 clusters Score -1699834 nChanged 60
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Mstep: Class 1 contains 13435 members 
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	Iteration 82Q: 3 clusters Score -1699862 nChanged 56
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Mstep: Class 1 contains 13491 members 
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	Iteration 83Q: 3 clusters Score -1699889 nChanged 45
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Mstep: Class 1 contains 13536 members 
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	Iteration 84Q: 3 clusters Score -1699905 nChanged 41
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Mstep: Class 1 contains 13575 members 
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	Iteration 85Q: 3 clusters Score -1699920 nChanged 28
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Mstep: Class 1 contains 13603 members 
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	Iteration 86Q: 3 clusters Score -1699934 nChanged 39
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Mstep: Class 1 contains 13642 members 
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	Iteration 87Q: 3 clusters Score -1699954 nChanged 35
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Mstep: Class 1 contains 13675 members 
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	Iteration 88Q: 3 clusters Score -1699972 nChanged 36
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Mstep: Class 1 contains 13711 members 
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	Iteration 89Q: 3 clusters Score -1699984 nChanged 31
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Mstep: Class 1 contains 13738 members 
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	Iteration 90Q: 3 clusters Score -1699998 nChanged 24
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Mstep: Class 1 contains 13760 members 
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	Iteration 91Q: 3 clusters Score -1700010 nChanged 27
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	Iteration 92Q: 3 clusters Score -1700016 nChanged 23
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	Iteration 93Q: 3 clusters Score -1700030 nChanged 22
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	Iteration 94Q: 3 clusters Score -1700038 nChanged 18
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	Iteration 95Q: 3 clusters Score -1700046 nChanged 20
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	Iteration 96Q: 3 clusters Score -1700053 nChanged 15
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	Iteration 97Q: 3 clusters Score -1700058 nChanged 11
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	Iteration 98Q: 3 clusters Score -1700063 nChanged 4
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	Iteration 99Q: 3 clusters Score -1700064 nChanged 5
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	Iteration 100F: 3 clusters Score -1700067 nChanged 6
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	Iteration 101Q: 3 clusters Score -1700072 nChanged 11
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	Iteration 102Q: 3 clusters Score -1700077 nChanged 12
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	Iteration 103Q: 3 clusters Score -1700087 nChanged 18
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	Iteration 104Q: 3 clusters Score -1700098 nChanged 14
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	Iteration 105Q: 3 clusters Score -1700109 nChanged 16
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	Iteration 106Q: 3 clusters Score -1700118 nChanged 16
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	Iteration 107Q: 3 clusters Score -1700128 nChanged 11
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	Iteration 108Q: 3 clusters Score -1700130 nChanged 7
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	Iteration 109Q: 3 clusters Score -1700129 nChanged 6
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	Iteration 110Q: 3 clusters Score -1700135 nChanged 7
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	Iteration 111Q: 3 clusters Score -1700138 nChanged 10
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	Iteration 112Q: 3 clusters Score -1700143 nChanged 11
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	Iteration 113Q: 3 clusters Score -1700149 nChanged 8
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	Iteration 114Q: 3 clusters Score -1700152 nChanged 6
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	Iteration 115Q: 3 clusters Score -1700152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1700154.625000 Penalty: 3115.527832
	Iteration 116Q: 3 clusters Score -1700155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1700158.125000 Penalty: 3115.527832
	Iteration 117Q: 3 clusters Score -1700158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1700155.250000 Penalty: 3115.527832
	Iteration 118Q: 3 clusters Score -1700155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1700158.250000 Penalty: 3115.527832
	Iteration 119Q: 3 clusters Score -1700158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1700158.375000 Penalty: 3115.527832
	Iteration 120F: 3 clusters Score -1700158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -304541.937500 Penalty: 1280.261841
	Iteration 0F: 2 clusters Score -304541.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -302075.250000 Penalty: 2560.523682
	Iteration 0F: 3 clusters Score -302075.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -302640.968750 Penalty: 2560.523682
	Iteration 1F: 3 clusters Score -302641 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -302785.187500 Penalty: 2560.523682
	Iteration 2F: 3 clusters Score -302785.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -302870.156250 Penalty: 2560.523682
	Iteration 3F: 3 clusters Score -302870.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -302918.937500 Penalty: 2560.523682
	Iteration 4Q: 3 clusters Score -302918.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -302956.718750 Penalty: 2560.523682
	Iteration 5Q: 3 clusters Score -302956.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -302979.375000 Penalty: 2560.523682
	Iteration 6Q: 3 clusters Score -302979.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -302996.812500 Penalty: 2560.523682
	Iteration 7Q: 3 clusters Score -302996.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -303011.531250 Penalty: 2560.523682
	Iteration 8Q: 3 clusters Score -303011.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -303028.968750 Penalty: 2560.523682
	Iteration 9Q: 3 clusters Score -303029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -303040.437500 Penalty: 2560.523682
	Iteration 10Q: 3 clusters Score -303040.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -303051.593750 Penalty: 2560.523682
	Iteration 11Q: 3 clusters Score -303051.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -303059.093750 Penalty: 2560.523682
	Iteration 12Q: 3 clusters Score -303059.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -303072.906250 Penalty: 2560.523682
	Iteration 13Q: 3 clusters Score -303072.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -303082.093750 Penalty: 2560.523682
	Iteration 14Q: 3 clusters Score -303082.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -303091.000000 Penalty: 2560.523682
	Iteration 15Q: 3 clusters Score -303091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -303096.718750 Penalty: 2560.523682
	Iteration 16Q: 3 clusters Score -303096.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -303100.468750 Penalty: 2560.523682
	Iteration 17Q: 3 clusters Score -303100.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -303102.187500 Penalty: 2560.523682
	Iteration 18Q: 3 clusters Score -303102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -303103.875000 Penalty: 2560.523682
	Iteration 19Q: 3 clusters Score -303103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -303106.250000 Penalty: 2560.523682
	Iteration 20F: 3 clusters Score -303106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -303108.812500 Penalty: 2560.523682
	Iteration 21Q: 3 clusters Score -303108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -303110.468750 Penalty: 2560.523682
	Iteration 22Q: 3 clusters Score -303110.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -303113.593750 Penalty: 2560.523682
	Iteration 23Q: 3 clusters Score -303113.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -303117.062500 Penalty: 2560.523682
	Iteration 24Q: 3 clusters Score -303117.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -303120.218750 Penalty: 2560.523682
	Iteration 25Q: 3 clusters Score -303120.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -303123.656250 Penalty: 2560.523682
	Iteration 26Q: 3 clusters Score -303123.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -303129.656250 Penalty: 2560.523682
	Iteration 27Q: 3 clusters Score -303129.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -303135.062500 Penalty: 2560.523682
	Iteration 28Q: 3 clusters Score -303135.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -303136.781250 Penalty: 2560.523682
	Iteration 29Q: 3 clusters Score -303136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -303141.000000 Penalty: 2560.523682
	Iteration 30Q: 3 clusters Score -303141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -303143.875000 Penalty: 2560.523682
	Iteration 31Q: 3 clusters Score -303143.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -303147.812500 Penalty: 2560.523682
	Iteration 32Q: 3 clusters Score -303147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -303150.500000 Penalty: 2560.523682
	Iteration 33Q: 3 clusters Score -303150.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -303152.750000 Penalty: 2560.523682
	Iteration 34Q: 3 clusters Score -303152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -303155.656250 Penalty: 2560.523682
	Iteration 35Q: 3 clusters Score -303155.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -303158.500000 Penalty: 2560.523682
	Iteration 36Q: 3 clusters Score -303158.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -303160.875000 Penalty: 2560.523682
	Iteration 37Q: 3 clusters Score -303160.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -303161.875000 Penalty: 2560.523682
	Iteration 38Q: 3 clusters Score -303161.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -303163.250000 Penalty: 2560.523682
	Iteration 39Q: 3 clusters Score -303163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -303165.531250 Penalty: 2560.523682
	Iteration 40F: 3 clusters Score -303165.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -303169.125000 Penalty: 2560.523682
	Iteration 41Q: 3 clusters Score -303169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -303170.843750 Penalty: 2560.523682
	Iteration 42Q: 3 clusters Score -303170.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -303172.437500 Penalty: 2560.523682
	Iteration 43Q: 3 clusters Score -303172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -303173.437500 Penalty: 2560.523682
	Iteration 44Q: 3 clusters Score -303173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -303173.687500 Penalty: 2560.523682
	Iteration 45Q: 3 clusters Score -303173.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -303173.687500 Penalty: 2560.523682
	Iteration 46F: 3 clusters Score -303173.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -43657.976562 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -43657.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42807.566406 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -42807.57 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43071.984375 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -43071.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43180.082031 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -43180.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43218.050781 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -43218.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43237.980469 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -43237.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43260.222656 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -43260.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43287.851562 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -43287.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43305.085938 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -43305.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43324.515625 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -43324.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43325.144531 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -43325.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43325.144531 Penalty: 1981.143066
	Iteration 10F: 3 clusters Score -43325.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -11671.138672 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -11671.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11239.841797 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -11239.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11369.836914 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -11369.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11451.765625 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -11451.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11459.841797 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -11459.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11459.841797 Penalty: 1612.924561
	Iteration 4F: 3 clusters Score -11459.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -115171.859375 Penalty: 1123.158936
	Iteration 0F: 2 clusters Score -115171.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -113724.085938 Penalty: 2246.317871
	Iteration 0F: 3 clusters Score -113724.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113977.351562 Penalty: 2246.317871
	Iteration 1F: 3 clusters Score -113977.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114055.726562 Penalty: 2246.317871
	Iteration 2F: 3 clusters Score -114055.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114082.273438 Penalty: 2246.317871
	Iteration 3Q: 3 clusters Score -114082.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -114096.625000 Penalty: 2246.317871
	Iteration 4Q: 3 clusters Score -114096.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -114103.492188 Penalty: 2246.317871
	Iteration 5Q: 3 clusters Score -114103.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -114111.437500 Penalty: 2246.317871
	Iteration 6Q: 3 clusters Score -114111.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -114119.476562 Penalty: 2246.317871
	Iteration 7Q: 3 clusters Score -114119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -114125.554688 Penalty: 2246.317871
	Iteration 8Q: 3 clusters Score -114125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -114127.500000 Penalty: 2246.317871
	Iteration 9Q: 3 clusters Score -114127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114128.632812 Penalty: 2246.317871
	Iteration 10Q: 3 clusters Score -114128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -114129.218750 Penalty: 2246.317871
	Iteration 11Q: 3 clusters Score -114129.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -114129.218750 Penalty: 2246.317871
	Iteration 12F: 3 clusters Score -114129.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28378 members 
Mstep: Class 4 contains 134380 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 110191 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3055 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 11278 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28443 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18990 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27971 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 35452 members 
Mstep: Class 21 contains 109839 members 
Mstep: Class 22 contains 92283 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14563 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207080.000000 Penalty: 61608.199219
Iteration 279Q: 29 clusters Score -8.620708e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28377 members 
Mstep: Class 4 contains 134385 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 110245 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3053 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 4786 members 
Mstep: Class 11 contains 11272 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28446 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18987 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27916 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 35455 members 
Mstep: Class 21 contains 109836 members 
Mstep: Class 22 contains 92288 members 
Mstep: Class 23 contains 6276 members 
Mstep: Class 24 contains 14564 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207096.000000 Penalty: 61608.199219
Iteration 280F: 29 clusters Score -8.62071e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28377 members 
Mstep: Class 4 contains 134387 members 
Mstep: Class 5 contains 4753 members 
Mstep: Class 6 contains 110293 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 11270 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28450 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18982 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27870 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 35456 members 
Mstep: Class 21 contains 109832 members 
Mstep: Class 22 contains 92294 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14564 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207104.000000 Penalty: 61608.199219
Iteration 281Q: 29 clusters Score -8.62071e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67775 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28379 members 
Mstep: Class 4 contains 134386 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 110338 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 11264 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28451 members 
Mstep: Class 15 contains 29976 members 
Mstep: Class 16 contains 18975 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27834 members 
Mstep: Class 19 contains 12626 members 
Mstep: Class 20 contains 35461 members 
Mstep: Class 21 contains 109827 members 
Mstep: Class 22 contains 92301 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14561 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207104.000000 Penalty: 61608.199219
Iteration 282Q: 29 clusters Score -8.62071e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28380 members 
Mstep: Class 4 contains 134383 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 110368 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3042 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4783 members 
Mstep: Class 11 contains 11261 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28455 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18965 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27801 members 
Mstep: Class 19 contains 12626 members 
Mstep: Class 20 contains 35465 members 
Mstep: Class 21 contains 109835 members 
Mstep: Class 22 contains 92308 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14558 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207040.000000 Penalty: 61608.199219
Iteration 283Q: 29 clusters Score -8.620704e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28378 members 
Mstep: Class 4 contains 134386 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110383 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4784 members 
Mstep: Class 11 contains 11262 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28461 members 
Mstep: Class 15 contains 29976 members 
Mstep: Class 16 contains 18957 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27770 members 
Mstep: Class 19 contains 12624 members 
Mstep: Class 20 contains 35470 members 
Mstep: Class 21 contains 109839 members 
Mstep: Class 22 contains 92307 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14556 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207184.000000 Penalty: 61608.199219
Iteration 284Q: 29 clusters Score -8.620718e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28377 members 
Mstep: Class 4 contains 134386 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110387 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3038 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4783 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28465 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18954 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27748 members 
Mstep: Class 19 contains 12623 members 
Mstep: Class 20 contains 35474 members 
Mstep: Class 21 contains 109840 members 
Mstep: Class 22 contains 92325 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14556 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207176.000000 Penalty: 61608.199219
Iteration 285Q: 29 clusters Score -8.620718e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67801 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28379 members 
Mstep: Class 4 contains 134382 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110402 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3034 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4782 members 
Mstep: Class 11 contains 11251 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28467 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18955 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27721 members 
Mstep: Class 19 contains 12622 members 
Mstep: Class 20 contains 35476 members 
Mstep: Class 21 contains 109841 members 
Mstep: Class 22 contains 92341 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14555 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207232.000000 Penalty: 61608.199219
Iteration 286Q: 29 clusters Score -8.620723e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28381 members 
Mstep: Class 4 contains 134380 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110421 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4781 members 
Mstep: Class 11 contains 11241 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28470 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18952 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27695 members 
Mstep: Class 19 contains 12622 members 
Mstep: Class 20 contains 35480 members 
Mstep: Class 21 contains 109837 members 
Mstep: Class 22 contains 92357 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14556 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207152.000000 Penalty: 61608.199219
Iteration 287Q: 29 clusters Score -8.620715e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28383 members 
Mstep: Class 4 contains 134380 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110426 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3024 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28475 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18947 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27671 members 
Mstep: Class 19 contains 12621 members 
Mstep: Class 20 contains 35483 members 
Mstep: Class 21 contains 109840 members 
Mstep: Class 22 contains 92375 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14556 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207136.000000 Penalty: 61608.199219
Iteration 288Q: 29 clusters Score -8.620714e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28383 members 
Mstep: Class 4 contains 134384 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110441 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3015 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4777 members 
Mstep: Class 11 contains 11228 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28482 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18945 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27648 members 
Mstep: Class 19 contains 12621 members 
Mstep: Class 20 contains 35484 members 
Mstep: Class 21 contains 109837 members 
Mstep: Class 22 contains 92394 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14556 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207184.000000 Penalty: 61608.199219
Iteration 289Q: 29 clusters Score -8.620718e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28381 members 
Mstep: Class 4 contains 134383 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110457 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28485 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18944 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27630 members 
Mstep: Class 19 contains 12621 members 
Mstep: Class 20 contains 35486 members 
Mstep: Class 21 contains 109831 members 
Mstep: Class 22 contains 92410 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14555 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207176.000000 Penalty: 61608.199219
Iteration 290Q: 29 clusters Score -8.620718e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67817 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28380 members 
Mstep: Class 4 contains 134381 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110476 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28489 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18938 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27607 members 
Mstep: Class 19 contains 12620 members 
Mstep: Class 20 contains 35490 members 
Mstep: Class 21 contains 109824 members 
Mstep: Class 22 contains 92427 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14553 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207232.000000 Penalty: 61608.199219
Iteration 291Q: 29 clusters Score -8.620723e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67822 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28377 members 
Mstep: Class 4 contains 134378 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110482 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4777 members 
Mstep: Class 11 contains 11213 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28492 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18937 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27597 members 
Mstep: Class 19 contains 12620 members 
Mstep: Class 20 contains 35490 members 
Mstep: Class 21 contains 109820 members 
Mstep: Class 22 contains 92446 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14553 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207168.000000 Penalty: 61608.199219
Iteration 292Q: 29 clusters Score -8.620717e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28378 members 
Mstep: Class 4 contains 134372 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110498 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4777 members 
Mstep: Class 11 contains 11204 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28491 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18934 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27583 members 
Mstep: Class 19 contains 12620 members 
Mstep: Class 20 contains 35492 members 
Mstep: Class 21 contains 109812 members 
Mstep: Class 22 contains 92468 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207176.000000 Penalty: 61608.199219
Iteration 293Q: 29 clusters Score -8.620718e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28377 members 
Mstep: Class 4 contains 134371 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110499 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11197 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28491 members 
Mstep: Class 15 contains 29976 members 
Mstep: Class 16 contains 18932 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27565 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 35492 members 
Mstep: Class 21 contains 109814 members 
Mstep: Class 22 contains 92500 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14555 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207224.000000 Penalty: 61608.199219
Iteration 294Q: 29 clusters Score -8.620722e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28377 members 
Mstep: Class 4 contains 134367 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110499 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4773 members 
Mstep: Class 11 contains 11190 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28492 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18932 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27551 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 35491 members 
Mstep: Class 21 contains 109812 members 
Mstep: Class 22 contains 92529 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14556 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207224.000000 Penalty: 61608.199219
Iteration 295Q: 29 clusters Score -8.620722e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28378 members 
Mstep: Class 4 contains 134363 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110512 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4773 members 
Mstep: Class 11 contains 11180 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28493 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18930 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27531 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 35491 members 
Mstep: Class 21 contains 109801 members 
Mstep: Class 22 contains 92561 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14556 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207168.000000 Penalty: 61608.199219
Iteration 296Q: 29 clusters Score -8.620717e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67817 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28379 members 
Mstep: Class 4 contains 134362 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110533 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28492 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18926 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27507 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 35491 members 
Mstep: Class 21 contains 109793 members 
Mstep: Class 22 contains 92591 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14555 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207192.000000 Penalty: 61608.199219
Iteration 297Q: 29 clusters Score -8.620719e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28378 members 
Mstep: Class 4 contains 134359 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110547 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 11161 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28494 members 
Mstep: Class 15 contains 29976 members 
Mstep: Class 16 contains 18924 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27486 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 35492 members 
Mstep: Class 21 contains 109792 members 
Mstep: Class 22 contains 92614 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207168.000000 Penalty: 61608.199219
Iteration 298Q: 29 clusters Score -8.620717e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28378 members 
Mstep: Class 4 contains 134356 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 110559 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 11150 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28495 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18924 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27469 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 35490 members 
Mstep: Class 21 contains 109796 members 
Mstep: Class 22 contains 92632 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14553 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207144.000000 Penalty: 61608.199219
Iteration 299Q: 29 clusters Score -8.620714e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28376 members 
Mstep: Class 4 contains 134350 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 110571 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 11138 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28498 members 
Mstep: Class 15 contains 29977 members 
Mstep: Class 16 contains 18924 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 27456 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 35489 members 
Mstep: Class 21 contains 109794 members 
Mstep: Class 22 contains 92651 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14553 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207168.000000 Penalty: 61608.199219
Iteration 300F: 29 clusters Score -8.620717e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28374 members 
Mstep: Class 4 contains 134350 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 110572 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 2995 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4772 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28498 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18922 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 27441 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 35491 members 
Mstep: Class 21 contains 109800 members 
Mstep: Class 22 contains 92671 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207184.000000 Penalty: 61608.199219
Iteration 301Q: 29 clusters Score -8.620718e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28370 members 
Mstep: Class 4 contains 134348 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 110578 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 2994 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4773 members 
Mstep: Class 11 contains 11122 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28499 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18921 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 27424 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 35494 members 
Mstep: Class 21 contains 109802 members 
Mstep: Class 22 contains 92693 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14551 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207192.000000 Penalty: 61608.199219
Iteration 302Q: 29 clusters Score -8.620719e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67824 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28367 members 
Mstep: Class 4 contains 134352 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 110585 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 2995 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 11114 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28498 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18921 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 27404 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 35494 members 
Mstep: Class 21 contains 109805 members 
Mstep: Class 22 contains 92706 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14551 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207224.000000 Penalty: 61608.199219
Iteration 303Q: 29 clusters Score -8.620722e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28365 members 
Mstep: Class 4 contains 134351 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 110590 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 2994 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 11105 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28497 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18919 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 27396 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 35495 members 
Mstep: Class 21 contains 109806 members 
Mstep: Class 22 contains 92720 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207208.000000 Penalty: 61608.199219
Iteration 304Q: 29 clusters Score -8.620721e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 28366 members 
Mstep: Class 4 contains 134350 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110598 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 2994 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11095 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28496 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18917 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 27388 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35494 members 
Mstep: Class 21 contains 109804 members 
Mstep: Class 22 contains 92735 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207176.000000 Penalty: 61608.199219
Iteration 305Q: 29 clusters Score -8.620718e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 28367 members 
Mstep: Class 4 contains 134347 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110609 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 2994 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11089 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28496 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18915 members 
Mstep: Class 17 contains 4809 members 
Mstep: Class 18 contains 27376 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35494 members 
Mstep: Class 21 contains 109806 members 
Mstep: Class 22 contains 92741 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207168.000000 Penalty: 61608.199219
Iteration 306Q: 29 clusters Score -8.620717e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 28367 members 
Mstep: Class 4 contains 134345 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 110618 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 2993 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11084 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28496 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18911 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27367 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35494 members 
Mstep: Class 21 contains 109804 members 
Mstep: Class 22 contains 92753 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207216.000000 Penalty: 61608.199219
Iteration 307Q: 29 clusters Score -8.620722e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28366 members 
Mstep: Class 4 contains 134347 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 110633 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11083 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28497 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18908 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27359 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35493 members 
Mstep: Class 21 contains 109798 members 
Mstep: Class 22 contains 92755 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207216.000000 Penalty: 61608.199219
Iteration 308Q: 29 clusters Score -8.620722e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28366 members 
Mstep: Class 4 contains 134346 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 110649 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11078 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28496 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18907 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27352 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35495 members 
Mstep: Class 21 contains 109790 members 
Mstep: Class 22 contains 92761 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14551 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207264.000000 Penalty: 61608.199219
Iteration 309Q: 29 clusters Score -8.620726e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28367 members 
Mstep: Class 4 contains 134342 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 110652 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11074 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28496 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18906 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27343 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35495 members 
Mstep: Class 21 contains 109785 members 
Mstep: Class 22 contains 92772 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207256.000000 Penalty: 61608.199219
Iteration 310Q: 29 clusters Score -8.620726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28365 members 
Mstep: Class 4 contains 134343 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 110656 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11071 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28496 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18904 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27337 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35495 members 
Mstep: Class 21 contains 109784 members 
Mstep: Class 22 contains 92775 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14555 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207248.000000 Penalty: 61608.199219
Iteration 311Q: 29 clusters Score -8.620725e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28366 members 
Mstep: Class 4 contains 134336 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 110656 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11069 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28497 members 
Mstep: Class 15 contains 29975 members 
Mstep: Class 16 contains 18904 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27332 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35499 members 
Mstep: Class 21 contains 109779 members 
Mstep: Class 22 contains 92785 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207288.000000 Penalty: 61608.199219
Iteration 312Q: 29 clusters Score -8.620729e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28365 members 
Mstep: Class 4 contains 134334 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 110661 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11069 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 28493 members 
Mstep: Class 15 contains 29974 members 
Mstep: Class 16 contains 18904 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27322 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35501 members 
Mstep: Class 21 contains 109776 members 
Mstep: Class 22 contains 92794 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207312.000000 Penalty: 61608.199219
Iteration 313Q: 29 clusters Score -8.620731e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28366 members 
Mstep: Class 4 contains 134328 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 110661 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11069 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28493 members 
Mstep: Class 15 contains 29973 members 
Mstep: Class 16 contains 18904 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27310 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35501 members 
Mstep: Class 21 contains 109776 members 
Mstep: Class 22 contains 92810 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207320.000000 Penalty: 61608.199219
Iteration 314Q: 29 clusters Score -8.620732e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28368 members 
Mstep: Class 4 contains 134329 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110665 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11065 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28493 members 
Mstep: Class 15 contains 29972 members 
Mstep: Class 16 contains 18905 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27301 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35499 members 
Mstep: Class 21 contains 109776 members 
Mstep: Class 22 contains 92815 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207376.000000 Penalty: 61608.199219
Iteration 315Q: 29 clusters Score -8.620738e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28367 members 
Mstep: Class 4 contains 134330 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 110669 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11056 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28493 members 
Mstep: Class 15 contains 29971 members 
Mstep: Class 16 contains 18904 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27292 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35500 members 
Mstep: Class 21 contains 109774 members 
Mstep: Class 22 contains 92825 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207408.000000 Penalty: 61608.199219
Iteration 316Q: 29 clusters Score -8.620741e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28367 members 
Mstep: Class 4 contains 134328 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110668 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11046 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28496 members 
Mstep: Class 15 contains 29971 members 
Mstep: Class 16 contains 18903 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27289 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35500 members 
Mstep: Class 21 contains 109771 members 
Mstep: Class 22 contains 92839 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207400.000000 Penalty: 61608.199219
Iteration 317Q: 29 clusters Score -8.62074e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28368 members 
Mstep: Class 4 contains 134328 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110665 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2992 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11046 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28499 members 
Mstep: Class 15 contains 29971 members 
Mstep: Class 16 contains 18904 members 
Mstep: Class 17 contains 4808 members 
Mstep: Class 18 contains 27283 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35498 members 
Mstep: Class 21 contains 109767 members 
Mstep: Class 22 contains 92848 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207432.000000 Penalty: 61608.199219
Iteration 318Q: 29 clusters Score -8.620743e+07 nChanged 40
Entering ConstructFrom: 
Score: -86207432.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (67869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Entering Unmasked Estep 
Score: -7905327.000000 Penalty: 1807.866943
	Iteration 0F: 2 clusters Score -7905327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -7860200.500000 Penalty: 3615.733887
	Iteration 0F: 3 clusters Score -7860200 nChanged 32069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -7878650.500000 Penalty: 3615.733887
	Iteration 1F: 3 clusters Score -7878650 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -7879217.000000 Penalty: 3615.733887
	Iteration 2Q: 3 clusters Score -7879217 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -7879885.500000 Penalty: 3615.733887
	Iteration 3Q: 3 clusters Score -7879886 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -7880831.500000 Penalty: 3615.733887
	Iteration 4Q: 3 clusters Score -7880832 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -7882358.000000 Penalty: 3615.733887
	Iteration 5Q: 3 clusters Score -7882358 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -7884683.000000 Penalty: 3615.733887
	Iteration 6F: 3 clusters Score -7884683 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -7888136.500000 Penalty: 3615.733887
	Iteration 7F: 3 clusters Score -7888136 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -7892549.500000 Penalty: 3615.733887
	Iteration 8F: 3 clusters Score -7892550 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -7896765.500000 Penalty: 3615.733887
	Iteration 9F: 3 clusters Score -7896766 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -7899631.000000 Penalty: 3615.733887
	Iteration 10Q: 3 clusters Score -7899631 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -7901217.000000 Penalty: 3615.733887
	Iteration 11Q: 3 clusters Score -7901217 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -7902223.500000 Penalty: 3615.733887
	Iteration 12Q: 3 clusters Score -7902224 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -7902928.000000 Penalty: 3615.733887
	Iteration 13Q: 3 clusters Score -7902928 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -7903387.500000 Penalty: 3615.733887
	Iteration 14Q: 3 clusters Score -7903388 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -7903716.000000 Penalty: 3615.733887
	Iteration 15Q: 3 clusters Score -7903716 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -7903985.000000 Penalty: 3615.733887
	Iteration 16Q: 3 clusters Score -7903985 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -7904213.000000 Penalty: 3615.733887
	Iteration 17Q: 3 clusters Score -7904213 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -7904290.000000 Penalty: 3615.733887
	Iteration 18Q: 3 clusters Score -7904290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -7904319.000000 Penalty: 3615.733887
	Iteration 19Q: 3 clusters Score -7904319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -7904340.500000 Penalty: 3615.733887
	Iteration 20F: 3 clusters Score -7904340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -7904363.500000 Penalty: 3615.733887
	Iteration 21Q: 3 clusters Score -7904364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -7904369.500000 Penalty: 3615.733887
	Iteration 22Q: 3 clusters Score -7904370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -7904372.500000 Penalty: 3615.733887
	Iteration 23Q: 3 clusters Score -7904372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -7904386.000000 Penalty: 3615.733887
	Iteration 24Q: 3 clusters Score -7904386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 66890 members 
Entering Unmasked Estep 
Score: -7904390.000000 Penalty: 3615.733887
	Iteration 25Q: 3 clusters Score -7904390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -7904398.000000 Penalty: 3615.733887
	Iteration 26Q: 3 clusters Score -7904398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -7904405.000000 Penalty: 3615.733887
	Iteration 27Q: 3 clusters Score -7904405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -7904402.500000 Penalty: 3615.733887
	Iteration 28Q: 3 clusters Score -7904402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -7904400.500000 Penalty: 3615.733887
	Iteration 29Q: 3 clusters Score -7904400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -7904400.500000 Penalty: 3615.733887
	Iteration 30Q: 3 clusters Score -7904400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -7904408.500000 Penalty: 3615.733887
	Iteration 31Q: 3 clusters Score -7904408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -7904416.500000 Penalty: 3615.733887
	Iteration 32Q: 3 clusters Score -7904416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -7904420.500000 Penalty: 3615.733887
	Iteration 33Q: 3 clusters Score -7904420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -7904426.000000 Penalty: 3615.733887
	Iteration 34Q: 3 clusters Score -7904426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -7904423.500000 Penalty: 3615.733887
	Iteration 35Q: 3 clusters Score -7904424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -7904423.000000 Penalty: 3615.733887
	Iteration 36Q: 3 clusters Score -7904423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -7904423.000000 Penalty: 3615.733887
	Iteration 37Q: 3 clusters Score -7904423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -7904428.000000 Penalty: 3615.733887
	Iteration 38Q: 3 clusters Score -7904428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -7904429.000000 Penalty: 3615.733887
	Iteration 39Q: 3 clusters Score -7904429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -7904425.500000 Penalty: 3615.733887
	Iteration 40F: 3 clusters Score -7904426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Entering Unmasked Estep 
Score: -346422.625000 Penalty: 1307.824219
	Iteration 0F: 2 clusters Score -346422.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -343619.937500 Penalty: 2615.648438
	Iteration 0F: 3 clusters Score -343619.9 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -344328.906250 Penalty: 2615.648438
	Iteration 1F: 3 clusters Score -344328.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -344499.125000 Penalty: 2615.648438
	Iteration 2F: 3 clusters Score -344499.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -344625.375000 Penalty: 2615.648438
	Iteration 3F: 3 clusters Score -344625.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -344741.343750 Penalty: 2615.648438
	Iteration 4Q: 3 clusters Score -344741.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -344843.031250 Penalty: 2615.648438
	Iteration 5Q: 3 clusters Score -344843 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -344928.562500 Penalty: 2615.648438
	Iteration 6Q: 3 clusters Score -344928.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -345006.468750 Penalty: 2615.648438
	Iteration 7Q: 3 clusters Score -345006.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -345082.593750 Penalty: 2615.648438
	Iteration 8Q: 3 clusters Score -345082.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -345170.312500 Penalty: 2615.648438
	Iteration 9Q: 3 clusters Score -345170.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -345247.000000 Penalty: 2615.648438
	Iteration 10Q: 3 clusters Score -345247 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -345297.687500 Penalty: 2615.648438
	Iteration 11Q: 3 clusters Score -345297.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -345327.937500 Penalty: 2615.648438
	Iteration 12Q: 3 clusters Score -345327.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -345365.031250 Penalty: 2615.648438
	Iteration 13Q: 3 clusters Score -345365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -345393.375000 Penalty: 2615.648438
	Iteration 14Q: 3 clusters Score -345393.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -345413.343750 Penalty: 2615.648438
	Iteration 15Q: 3 clusters Score -345413.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -345420.281250 Penalty: 2615.648438
	Iteration 16Q: 3 clusters Score -345420.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -345426.500000 Penalty: 2615.648438
	Iteration 17Q: 3 clusters Score -345426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -345427.843750 Penalty: 2615.648438
	Iteration 18Q: 3 clusters Score -345427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -345428.250000 Penalty: 2615.648438
	Iteration 19Q: 3 clusters Score -345428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -345428.468750 Penalty: 2615.648438
	Iteration 20F: 3 clusters Score -345428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -345429.750000 Penalty: 2615.648438
	Iteration 21Q: 3 clusters Score -345429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -345431.468750 Penalty: 2615.648438
	Iteration 22Q: 3 clusters Score -345431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -345432.562500 Penalty: 2615.648438
	Iteration 23Q: 3 clusters Score -345432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -345431.718750 Penalty: 2615.648438
	Iteration 24Q: 3 clusters Score -345431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -345431.718750 Penalty: 2615.648438
	Iteration 25F: 3 clusters Score -345431.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Entering Unmasked Estep 
Score: -3311712.250000 Penalty: 1666.121094
	Iteration 0F: 2 clusters Score -3311712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3292616.000000 Penalty: 3332.242188
	Iteration 0F: 3 clusters Score -3292616 nChanged 13083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3299883.000000 Penalty: 3332.242188
	Iteration 1F: 3 clusters Score -3299883 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3300168.500000 Penalty: 3332.242188
	Iteration 2Q: 3 clusters Score -3300168 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3300419.750000 Penalty: 3332.242188
	Iteration 3Q: 3 clusters Score -3300420 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3300609.000000 Penalty: 3332.242188
	Iteration 4Q: 3 clusters Score -3300609 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3300858.500000 Penalty: 3332.242188
	Iteration 5Q: 3 clusters Score -3300858 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3301118.750000 Penalty: 3332.242188
	Iteration 6Q: 3 clusters Score -3301119 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3301424.250000 Penalty: 3332.242188
	Iteration 7Q: 3 clusters Score -3301424 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3301725.000000 Penalty: 3332.242188
	Iteration 8Q: 3 clusters Score -3301725 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3302091.750000 Penalty: 3332.242188
	Iteration 9Q: 3 clusters Score -3302092 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3302557.250000 Penalty: 3332.242188
	Iteration 10Q: 3 clusters Score -3302557 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3303246.750000 Penalty: 3332.242188
	Iteration 11Q: 3 clusters Score -3303247 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3304225.750000 Penalty: 3332.242188
	Iteration 12Q: 3 clusters Score -3304226 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3305489.250000 Penalty: 3332.242188
	Iteration 13F: 3 clusters Score -3305489 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3306605.250000 Penalty: 3332.242188
	Iteration 14F: 3 clusters Score -3306605 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3307213.750000 Penalty: 3332.242188
	Iteration 15Q: 3 clusters Score -3307214 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3307446.750000 Penalty: 3332.242188
	Iteration 16Q: 3 clusters Score -3307447 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3307545.250000 Penalty: 3332.242188
	Iteration 17Q: 3 clusters Score -3307545 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3307599.000000 Penalty: 3332.242188
	Iteration 18Q: 3 clusters Score -3307599 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3307654.500000 Penalty: 3332.242188
	Iteration 19Q: 3 clusters Score -3307654 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3307693.000000 Penalty: 3332.242188
	Iteration 20F: 3 clusters Score -3307693 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3307721.500000 Penalty: 3332.242188
	Iteration 21Q: 3 clusters Score -3307722 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3307762.750000 Penalty: 3332.242188
	Iteration 22Q: 3 clusters Score -3307763 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3307804.750000 Penalty: 3332.242188
	Iteration 23Q: 3 clusters Score -3307805 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3307831.750000 Penalty: 3332.242188
	Iteration 24Q: 3 clusters Score -3307832 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3307853.750000 Penalty: 3332.242188
	Iteration 25Q: 3 clusters Score -3307854 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3307861.750000 Penalty: 3332.242188
	Iteration 26Q: 3 clusters Score -3307862 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3307886.500000 Penalty: 3332.242188
	Iteration 27Q: 3 clusters Score -3307886 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3307910.500000 Penalty: 3332.242188
	Iteration 28Q: 3 clusters Score -3307910 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3307939.250000 Penalty: 3332.242188
	Iteration 29Q: 3 clusters Score -3307939 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3307964.750000 Penalty: 3332.242188
	Iteration 30Q: 3 clusters Score -3307965 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3307972.500000 Penalty: 3332.242188
	Iteration 31Q: 3 clusters Score -3307972 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3307991.500000 Penalty: 3332.242188
	Iteration 32Q: 3 clusters Score -3307992 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3308005.000000 Penalty: 3332.242188
	Iteration 33Q: 3 clusters Score -3308005 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3308027.500000 Penalty: 3332.242188
	Iteration 34Q: 3 clusters Score -3308028 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3308040.000000 Penalty: 3332.242188
	Iteration 35Q: 3 clusters Score -3308040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3308055.500000 Penalty: 3332.242188
	Iteration 36Q: 3 clusters Score -3308056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3308069.500000 Penalty: 3332.242188
	Iteration 37Q: 3 clusters Score -3308070 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3308093.750000 Penalty: 3332.242188
	Iteration 38Q: 3 clusters Score -3308094 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3308092.750000 Penalty: 3332.242188
	Iteration 39Q: 3 clusters Score -3308093 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3308119.000000 Penalty: 3332.242188
	Iteration 40F: 3 clusters Score -3308119 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3308117.750000 Penalty: 3332.242188
	Iteration 41Q: 3 clusters Score -3308118 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3308108.250000 Penalty: 3332.242188
	Iteration 42Q: 3 clusters Score -3308108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3308123.000000 Penalty: 3332.242188
	Iteration 43Q: 3 clusters Score -3308123 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3308136.250000 Penalty: 3332.242188
	Iteration 44Q: 3 clusters Score -3308136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3308153.000000 Penalty: 3332.242188
	Iteration 45Q: 3 clusters Score -3308153 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3308167.000000 Penalty: 3332.242188
	Iteration 46Q: 3 clusters Score -3308167 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3308181.750000 Penalty: 3332.242188
	Iteration 47Q: 3 clusters Score -3308182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3308202.750000 Penalty: 3332.242188
	Iteration 48Q: 3 clusters Score -3308203 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -3308210.500000 Penalty: 3332.242188
	Iteration 49Q: 3 clusters Score -3308210 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -3308223.750000 Penalty: 3332.242188
	Iteration 50Q: 3 clusters Score -3308224 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3308247.500000 Penalty: 3332.242188
	Iteration 51Q: 3 clusters Score -3308248 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3308264.750000 Penalty: 3332.242188
	Iteration 52Q: 3 clusters Score -3308265 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3308275.750000 Penalty: 3332.242188
	Iteration 53Q: 3 clusters Score -3308276 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -3308294.000000 Penalty: 3332.242188
	Iteration 54Q: 3 clusters Score -3308294 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3308300.250000 Penalty: 3332.242188
	Iteration 55Q: 3 clusters Score -3308300 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3308312.250000 Penalty: 3332.242188
	Iteration 56Q: 3 clusters Score -3308312 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3308327.500000 Penalty: 3332.242188
	Iteration 57Q: 3 clusters Score -3308328 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3308358.250000 Penalty: 3332.242188
	Iteration 58Q: 3 clusters Score -3308358 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3308378.750000 Penalty: 3332.242188
	Iteration 59Q: 3 clusters Score -3308379 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3308386.250000 Penalty: 3332.242188
	Iteration 60F: 3 clusters Score -3308386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3308409.250000 Penalty: 3332.242188
	Iteration 61Q: 3 clusters Score -3308409 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3308428.250000 Penalty: 3332.242188
	Iteration 62Q: 3 clusters Score -3308428 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3308444.000000 Penalty: 3332.242188
	Iteration 63Q: 3 clusters Score -3308444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3308453.250000 Penalty: 3332.242188
	Iteration 64Q: 3 clusters Score -3308453 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3308469.250000 Penalty: 3332.242188
	Iteration 65Q: 3 clusters Score -3308469 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3308503.000000 Penalty: 3332.242188
	Iteration 66Q: 3 clusters Score -3308503 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3308526.500000 Penalty: 3332.242188
	Iteration 67Q: 3 clusters Score -3308526 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3308551.000000 Penalty: 3332.242188
	Iteration 68Q: 3 clusters Score -3308551 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3308565.500000 Penalty: 3332.242188
	Iteration 69Q: 3 clusters Score -3308566 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3308586.750000 Penalty: 3332.242188
	Iteration 70Q: 3 clusters Score -3308587 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3308611.500000 Penalty: 3332.242188
	Iteration 71Q: 3 clusters Score -3308612 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3308624.000000 Penalty: 3332.242188
	Iteration 72Q: 3 clusters Score -3308624 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -3308645.750000 Penalty: 3332.242188
	Iteration 73Q: 3 clusters Score -3308646 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3308667.750000 Penalty: 3332.242188
	Iteration 74Q: 3 clusters Score -3308668 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3308702.250000 Penalty: 3332.242188
	Iteration 75Q: 3 clusters Score -3308702 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3308732.250000 Penalty: 3332.242188
	Iteration 76Q: 3 clusters Score -3308732 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3308750.250000 Penalty: 3332.242188
	Iteration 77Q: 3 clusters Score -3308750 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -3308786.000000 Penalty: 3332.242188
	Iteration 78Q: 3 clusters Score -3308786 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3308816.500000 Penalty: 3332.242188
	Iteration 79Q: 3 clusters Score -3308816 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3308831.500000 Penalty: 3332.242188
	Iteration 80F: 3 clusters Score -3308832 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3308872.750000 Penalty: 3332.242188
	Iteration 81Q: 3 clusters Score -3308873 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3308915.750000 Penalty: 3332.242188
	Iteration 82Q: 3 clusters Score -3308916 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3308942.250000 Penalty: 3332.242188
	Iteration 83Q: 3 clusters Score -3308942 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3308991.000000 Penalty: 3332.242188
	Iteration 84Q: 3 clusters Score -3308991 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3309024.000000 Penalty: 3332.242188
	Iteration 85Q: 3 clusters Score -3309024 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3309052.500000 Penalty: 3332.242188
	Iteration 86Q: 3 clusters Score -3309052 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3309111.250000 Penalty: 3332.242188
	Iteration 87Q: 3 clusters Score -3309111 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3309151.500000 Penalty: 3332.242188
	Iteration 88Q: 3 clusters Score -3309152 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3309196.000000 Penalty: 3332.242188
	Iteration 89Q: 3 clusters Score -3309196 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3309225.750000 Penalty: 3332.242188
	Iteration 90Q: 3 clusters Score -3309226 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3309242.500000 Penalty: 3332.242188
	Iteration 91Q: 3 clusters Score -3309242 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3309270.000000 Penalty: 3332.242188
	Iteration 92Q: 3 clusters Score -3309270 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3309309.000000 Penalty: 3332.242188
	Iteration 93Q: 3 clusters Score -3309309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3309336.000000 Penalty: 3332.242188
	Iteration 94Q: 3 clusters Score -3309336 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3309371.500000 Penalty: 3332.242188
	Iteration 95Q: 3 clusters Score -3309372 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3309400.000000 Penalty: 3332.242188
	Iteration 96Q: 3 clusters Score -3309400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3309412.000000 Penalty: 3332.242188
	Iteration 97Q: 3 clusters Score -3309412 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3309447.500000 Penalty: 3332.242188
	Iteration 98Q: 3 clusters Score -3309448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3309478.250000 Penalty: 3332.242188
	Iteration 99Q: 3 clusters Score -3309478 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3309517.250000 Penalty: 3332.242188
	Iteration 100F: 3 clusters Score -3309517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3309546.750000 Penalty: 3332.242188
	Iteration 101Q: 3 clusters Score -3309547 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3309576.500000 Penalty: 3332.242188
	Iteration 102Q: 3 clusters Score -3309576 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3309616.000000 Penalty: 3332.242188
	Iteration 103Q: 3 clusters Score -3309616 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3309641.250000 Penalty: 3332.242188
	Iteration 104Q: 3 clusters Score -3309641 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3309665.750000 Penalty: 3332.242188
	Iteration 105Q: 3 clusters Score -3309666 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3309697.750000 Penalty: 3332.242188
	Iteration 106Q: 3 clusters Score -3309698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3309743.750000 Penalty: 3332.242188
	Iteration 107Q: 3 clusters Score -3309744 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3309769.750000 Penalty: 3332.242188
	Iteration 108Q: 3 clusters Score -3309770 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3309796.000000 Penalty: 3332.242188
	Iteration 109Q: 3 clusters Score -3309796 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3309837.000000 Penalty: 3332.242188
	Iteration 110Q: 3 clusters Score -3309837 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3309855.750000 Penalty: 3332.242188
	Iteration 111Q: 3 clusters Score -3309856 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3309870.750000 Penalty: 3332.242188
	Iteration 112Q: 3 clusters Score -3309871 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3309906.000000 Penalty: 3332.242188
	Iteration 113Q: 3 clusters Score -3309906 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3309940.750000 Penalty: 3332.242188
	Iteration 114Q: 3 clusters Score -3309941 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3309972.250000 Penalty: 3332.242188
	Iteration 115Q: 3 clusters Score -3309972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3309997.000000 Penalty: 3332.242188
	Iteration 116Q: 3 clusters Score -3309997 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3310025.750000 Penalty: 3332.242188
	Iteration 117Q: 3 clusters Score -3310026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3310052.750000 Penalty: 3332.242188
	Iteration 118Q: 3 clusters Score -3310053 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3310090.000000 Penalty: 3332.242188
	Iteration 119Q: 3 clusters Score -3310090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -3310120.750000 Penalty: 3332.242188
	Iteration 120F: 3 clusters Score -3310121 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3310141.000000 Penalty: 3332.242188
	Iteration 121Q: 3 clusters Score -3310141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3310155.000000 Penalty: 3332.242188
	Iteration 122Q: 3 clusters Score -3310155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3310176.750000 Penalty: 3332.242188
	Iteration 123Q: 3 clusters Score -3310177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3310200.750000 Penalty: 3332.242188
	Iteration 124Q: 3 clusters Score -3310201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3310202.000000 Penalty: 3332.242188
	Iteration 125Q: 3 clusters Score -3310202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3310213.750000 Penalty: 3332.242188
	Iteration 126Q: 3 clusters Score -3310214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3310221.000000 Penalty: 3332.242188
	Iteration 127Q: 3 clusters Score -3310221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -3310232.750000 Penalty: 3332.242188
	Iteration 128Q: 3 clusters Score -3310233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3310241.750000 Penalty: 3332.242188
	Iteration 129Q: 3 clusters Score -3310242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3310246.750000 Penalty: 3332.242188
	Iteration 130Q: 3 clusters Score -3310247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3310256.500000 Penalty: 3332.242188
	Iteration 131Q: 3 clusters Score -3310256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3310266.500000 Penalty: 3332.242188
	Iteration 132Q: 3 clusters Score -3310266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3310273.750000 Penalty: 3332.242188
	Iteration 133Q: 3 clusters Score -3310274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3310279.250000 Penalty: 3332.242188
	Iteration 134Q: 3 clusters Score -3310279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -3310278.500000 Penalty: 3332.242188
	Iteration 135Q: 3 clusters Score -3310278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3310281.500000 Penalty: 3332.242188
	Iteration 136Q: 3 clusters Score -3310282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3310285.750000 Penalty: 3332.242188
	Iteration 137Q: 3 clusters Score -3310286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -3310287.000000 Penalty: 3332.242188
	Iteration 138Q: 3 clusters Score -3310287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3310285.250000 Penalty: 3332.242188
	Iteration 139Q: 3 clusters Score -3310285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3310285.250000 Penalty: 3332.242188
	Iteration 140F: 3 clusters Score -3310285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3310290.000000 Penalty: 3332.242188
	Iteration 141Q: 3 clusters Score -3310290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3310289.000000 Penalty: 3332.242188
	Iteration 142Q: 3 clusters Score -3310289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3310287.250000 Penalty: 3332.242188
	Iteration 143Q: 3 clusters Score -3310287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3310295.500000 Penalty: 3332.242188
	Iteration 144Q: 3 clusters Score -3310296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3310296.250000 Penalty: 3332.242188
	Iteration 145Q: 3 clusters Score -3310296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3310297.500000 Penalty: 3332.242188
	Iteration 146Q: 3 clusters Score -3310298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3310303.500000 Penalty: 3332.242188
	Iteration 147Q: 3 clusters Score -3310304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3310303.750000 Penalty: 3332.242188
	Iteration 148Q: 3 clusters Score -3310304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3310304.750000 Penalty: 3332.242188
	Iteration 149Q: 3 clusters Score -3310305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3310309.750000 Penalty: 3332.242188
	Iteration 150Q: 3 clusters Score -3310310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3310310.000000 Penalty: 3332.242188
	Iteration 151Q: 3 clusters Score -3310310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3310309.000000 Penalty: 3332.242188
	Iteration 152Q: 3 clusters Score -3310309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3310307.250000 Penalty: 3332.242188
	Iteration 153Q: 3 clusters Score -3310307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3310313.750000 Penalty: 3332.242188
	Iteration 154Q: 3 clusters Score -3310314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3310312.000000 Penalty: 3332.242188
	Iteration 155Q: 3 clusters Score -3310312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3310309.000000 Penalty: 3332.242188
	Iteration 156Q: 3 clusters Score -3310309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3310309.000000 Penalty: 3332.242188
	Iteration 157F: 3 clusters Score -3310309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (134325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134325 members 
Entering Unmasked Estep 
Score: -15443284.000000 Penalty: 1918.802856
	Iteration 0F: 2 clusters Score -1.544328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 67180 members 
Entering Unmasked Estep 
Score: -15358874.000000 Penalty: 3837.605713
	Iteration 0F: 3 clusters Score -1.535887e+07 nChanged 64468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -15398133.000000 Penalty: 3837.605713
	Iteration 1F: 3 clusters Score -1.539813e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -15399985.000000 Penalty: 3837.605713
	Iteration 2Q: 3 clusters Score -1.539998e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -15402928.000000 Penalty: 3837.605713
	Iteration 3Q: 3 clusters Score -1.540293e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -15407365.000000 Penalty: 3837.605713
	Iteration 4F: 3 clusters Score -1.540736e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -15413506.000000 Penalty: 3837.605713
	Iteration 5F: 3 clusters Score -1.541351e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -15420632.000000 Penalty: 3837.605713
	Iteration 6F: 3 clusters Score -1.542063e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -15426845.000000 Penalty: 3837.605713
	Iteration 7F: 3 clusters Score -1.542684e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -15430390.000000 Penalty: 3837.605713
	Iteration 8Q: 3 clusters Score -1.543039e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96275 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -15432054.000000 Penalty: 3837.605713
	Iteration 9Q: 3 clusters Score -1.543205e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99134 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -15433347.000000 Penalty: 3837.605713
	Iteration 10Q: 3 clusters Score -1.543335e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -15434564.000000 Penalty: 3837.605713
	Iteration 11Q: 3 clusters Score -1.543456e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104739 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -15435773.000000 Penalty: 3837.605713
	Iteration 12Q: 3 clusters Score -1.543577e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -15436920.000000 Penalty: 3837.605713
	Iteration 13Q: 3 clusters Score -1.543692e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -15438022.000000 Penalty: 3837.605713
	Iteration 14Q: 3 clusters Score -1.543802e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112525 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -15439018.000000 Penalty: 3837.605713
	Iteration 15Q: 3 clusters Score -1.543902e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -15439724.000000 Penalty: 3837.605713
	Iteration 16Q: 3 clusters Score -1.543972e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116573 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -15440267.000000 Penalty: 3837.605713
	Iteration 17Q: 3 clusters Score -1.544027e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118245 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -15440675.000000 Penalty: 3837.605713
	Iteration 18Q: 3 clusters Score -1.544068e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -15441102.000000 Penalty: 3837.605713
	Iteration 19Q: 3 clusters Score -1.54411e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121135 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -15441431.000000 Penalty: 3837.605713
	Iteration 20F: 3 clusters Score -1.544143e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122298 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -15441564.000000 Penalty: 3837.605713
	Iteration 21Q: 3 clusters Score -1.544156e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123320 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -15441808.000000 Penalty: 3837.605713
	Iteration 22Q: 3 clusters Score -1.544181e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124211 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -15441882.000000 Penalty: 3837.605713
	Iteration 23Q: 3 clusters Score -1.544188e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125035 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -15441987.000000 Penalty: 3837.605713
	Iteration 24Q: 3 clusters Score -1.544199e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125746 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -15442054.000000 Penalty: 3837.605713
	Iteration 25Q: 3 clusters Score -1.544205e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126396 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -15442095.000000 Penalty: 3837.605713
	Iteration 26Q: 3 clusters Score -1.54421e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126962 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -15442156.000000 Penalty: 3837.605713
	Iteration 27Q: 3 clusters Score -1.544216e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127491 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -15442141.000000 Penalty: 3837.605713
	Iteration 28Q: 3 clusters Score -1.544214e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127954 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -15442167.000000 Penalty: 3837.605713
	Iteration 29Q: 3 clusters Score -1.544217e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128373 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -15442123.000000 Penalty: 3837.605713
	Iteration 30Q: 3 clusters Score -1.544212e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128715 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -15442126.000000 Penalty: 3837.605713
	Iteration 31Q: 3 clusters Score -1.544213e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129027 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -15442125.000000 Penalty: 3837.605713
	Iteration 32Q: 3 clusters Score -1.544212e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129310 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -15442114.000000 Penalty: 3837.605713
	Iteration 33Q: 3 clusters Score -1.544211e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129574 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -15442085.000000 Penalty: 3837.605713
	Iteration 34Q: 3 clusters Score -1.544208e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129834 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -15442011.000000 Penalty: 3837.605713
	Iteration 35Q: 3 clusters Score -1.544201e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130076 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -15442032.000000 Penalty: 3837.605713
	Iteration 36Q: 3 clusters Score -1.544203e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130299 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -15441964.000000 Penalty: 3837.605713
	Iteration 37Q: 3 clusters Score -1.544196e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130500 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -15441932.000000 Penalty: 3837.605713
	Iteration 38Q: 3 clusters Score -1.544193e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130687 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -15441923.000000 Penalty: 3837.605713
	Iteration 39Q: 3 clusters Score -1.544192e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130853 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -15441929.000000 Penalty: 3837.605713
	Iteration 40F: 3 clusters Score -1.544193e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -15441893.000000 Penalty: 3837.605713
	Iteration 41Q: 3 clusters Score -1.544189e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131162 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -15441907.000000 Penalty: 3837.605713
	Iteration 42Q: 3 clusters Score -1.544191e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131297 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -15441902.000000 Penalty: 3837.605713
	Iteration 43Q: 3 clusters Score -1.54419e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131433 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -15441869.000000 Penalty: 3837.605713
	Iteration 44Q: 3 clusters Score -1.544187e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131555 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -15441869.000000 Penalty: 3837.605713
	Iteration 45Q: 3 clusters Score -1.544187e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131656 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -15441871.000000 Penalty: 3837.605713
	Iteration 46Q: 3 clusters Score -1.544187e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131753 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -15441869.000000 Penalty: 3837.605713
	Iteration 47Q: 3 clusters Score -1.544187e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131846 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -15441864.000000 Penalty: 3837.605713
	Iteration 48Q: 3 clusters Score -1.544186e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131940 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -15441870.000000 Penalty: 3837.605713
	Iteration 49Q: 3 clusters Score -1.544187e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132031 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -15441881.000000 Penalty: 3837.605713
	Iteration 50Q: 3 clusters Score -1.544188e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132097 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -15441883.000000 Penalty: 3837.605713
	Iteration 51Q: 3 clusters Score -1.544188e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132163 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -15441898.000000 Penalty: 3837.605713
	Iteration 52Q: 3 clusters Score -1.54419e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132223 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -15441884.000000 Penalty: 3837.605713
	Iteration 53Q: 3 clusters Score -1.544188e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132285 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -15441870.000000 Penalty: 3837.605713
	Iteration 54Q: 3 clusters Score -1.544187e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132344 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -15441868.000000 Penalty: 3837.605713
	Iteration 55Q: 3 clusters Score -1.544187e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132412 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -15441855.000000 Penalty: 3837.605713
	Iteration 56Q: 3 clusters Score -1.544186e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132475 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -15441863.000000 Penalty: 3837.605713
	Iteration 57Q: 3 clusters Score -1.544186e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132534 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -15441883.000000 Penalty: 3837.605713
	Iteration 58Q: 3 clusters Score -1.544188e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132592 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -15441869.000000 Penalty: 3837.605713
	Iteration 59Q: 3 clusters Score -1.544187e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132649 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -15441874.000000 Penalty: 3837.605713
	Iteration 60F: 3 clusters Score -1.544187e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132712 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15441866.000000 Penalty: 3837.605713
	Iteration 61Q: 3 clusters Score -1.544187e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132779 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -15441866.000000 Penalty: 3837.605713
	Iteration 62Q: 3 clusters Score -1.544187e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -15441855.000000 Penalty: 3837.605713
	Iteration 63Q: 3 clusters Score -1.544186e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132894 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15441867.000000 Penalty: 3837.605713
	Iteration 64Q: 3 clusters Score -1.544187e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132946 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -15441855.000000 Penalty: 3837.605713
	Iteration 65Q: 3 clusters Score -1.544186e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133000 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -15441873.000000 Penalty: 3837.605713
	Iteration 66Q: 3 clusters Score -1.544187e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133044 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -15441861.000000 Penalty: 3837.605713
	Iteration 67Q: 3 clusters Score -1.544186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133081 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15441866.000000 Penalty: 3837.605713
	Iteration 68Q: 3 clusters Score -1.544187e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133114 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -15441847.000000 Penalty: 3837.605713
	Iteration 69Q: 3 clusters Score -1.544185e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133142 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -15441858.000000 Penalty: 3837.605713
	Iteration 70Q: 3 clusters Score -1.544186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133166 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -15441848.000000 Penalty: 3837.605713
	Iteration 71Q: 3 clusters Score -1.544185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133186 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -15441851.000000 Penalty: 3837.605713
	Iteration 72Q: 3 clusters Score -1.544185e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133213 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -15441834.000000 Penalty: 3837.605713
	Iteration 73Q: 3 clusters Score -1.544183e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133243 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -15441843.000000 Penalty: 3837.605713
	Iteration 74Q: 3 clusters Score -1.544184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133258 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -15441850.000000 Penalty: 3837.605713
	Iteration 75Q: 3 clusters Score -1.544185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133277 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -15441850.000000 Penalty: 3837.605713
	Iteration 76Q: 3 clusters Score -1.544185e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133303 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -15441852.000000 Penalty: 3837.605713
	Iteration 77Q: 3 clusters Score -1.544185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133322 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -15441864.000000 Penalty: 3837.605713
	Iteration 78Q: 3 clusters Score -1.544186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133342 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -15441878.000000 Penalty: 3837.605713
	Iteration 79Q: 3 clusters Score -1.544188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133367 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -15441883.000000 Penalty: 3837.605713
	Iteration 80F: 3 clusters Score -1.544188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133393 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -15441879.000000 Penalty: 3837.605713
	Iteration 81Q: 3 clusters Score -1.544188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133417 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15441878.000000 Penalty: 3837.605713
	Iteration 82Q: 3 clusters Score -1.544188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133432 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -15441883.000000 Penalty: 3837.605713
	Iteration 83Q: 3 clusters Score -1.544188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -15441877.000000 Penalty: 3837.605713
	Iteration 84Q: 3 clusters Score -1.544188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133461 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -15441866.000000 Penalty: 3837.605713
	Iteration 85Q: 3 clusters Score -1.544187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133468 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15441875.000000 Penalty: 3837.605713
	Iteration 86Q: 3 clusters Score -1.544188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133474 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -15441868.000000 Penalty: 3837.605713
	Iteration 87Q: 3 clusters Score -1.544187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133483 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -15441876.000000 Penalty: 3837.605713
	Iteration 88Q: 3 clusters Score -1.544188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133491 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -15441887.000000 Penalty: 3837.605713
	Iteration 89Q: 3 clusters Score -1.544189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133509 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -15441893.000000 Penalty: 3837.605713
	Iteration 90Q: 3 clusters Score -1.544189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133524 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15441882.000000 Penalty: 3837.605713
	Iteration 91Q: 3 clusters Score -1.544188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133534 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -15441885.000000 Penalty: 3837.605713
	Iteration 92Q: 3 clusters Score -1.544188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133539 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -15441881.000000 Penalty: 3837.605713
	Iteration 93Q: 3 clusters Score -1.544188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133545 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -15441884.000000 Penalty: 3837.605713
	Iteration 94Q: 3 clusters Score -1.544188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133550 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -15441872.000000 Penalty: 3837.605713
	Iteration 95Q: 3 clusters Score -1.544187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133552 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -15441872.000000 Penalty: 3837.605713
	Iteration 96Q: 3 clusters Score -1.544187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133556 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -15441874.000000 Penalty: 3837.605713
	Iteration 97Q: 3 clusters Score -1.544187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133562 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -15441868.000000 Penalty: 3837.605713
	Iteration 98Q: 3 clusters Score -1.544187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133565 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -15441862.000000 Penalty: 3837.605713
	Iteration 99Q: 3 clusters Score -1.544186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133568 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15441867.000000 Penalty: 3837.605713
	Iteration 100F: 3 clusters Score -1.544187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133568 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15441870.000000 Penalty: 3837.605713
	Iteration 101Q: 3 clusters Score -1.544187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133568 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15441865.000000 Penalty: 3837.605713
	Iteration 102Q: 3 clusters Score -1.544186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133570 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -15441865.000000 Penalty: 3837.605713
	Iteration 103Q: 3 clusters Score -1.544186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133571 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15441865.000000 Penalty: 3837.605713
	Iteration 104Q: 3 clusters Score -1.544186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133571 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15441865.000000 Penalty: 3837.605713
	Iteration 105F: 3 clusters Score -1.544186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Entering Unmasked Estep 
Score: -554122.937500 Penalty: 1375.845459
	Iteration 0F: 2 clusters Score -554122.9 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 2436 members 
Entering Unmasked Estep 
Score: -550300.250000 Penalty: 2751.690918
	Iteration 0F: 3 clusters Score -550300.2 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -551324.312500 Penalty: 2751.690918
	Iteration 1F: 3 clusters Score -551324.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -551477.750000 Penalty: 2751.690918
	Iteration 2F: 3 clusters Score -551477.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -551602.437500 Penalty: 2751.690918
	Iteration 3Q: 3 clusters Score -551602.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -551711.750000 Penalty: 2751.690918
	Iteration 4Q: 3 clusters Score -551711.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -551809.937500 Penalty: 2751.690918
	Iteration 5Q: 3 clusters Score -551809.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -551900.437500 Penalty: 2751.690918
	Iteration 6Q: 3 clusters Score -551900.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -551979.000000 Penalty: 2751.690918
	Iteration 7Q: 3 clusters Score -551979 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -552056.500000 Penalty: 2751.690918
	Iteration 8Q: 3 clusters Score -552056.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -552133.375000 Penalty: 2751.690918
	Iteration 9Q: 3 clusters Score -552133.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -552226.062500 Penalty: 2751.690918
	Iteration 10Q: 3 clusters Score -552226.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -552328.750000 Penalty: 2751.690918
	Iteration 11Q: 3 clusters Score -552328.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -552437.750000 Penalty: 2751.690918
	Iteration 12Q: 3 clusters Score -552437.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -552530.187500 Penalty: 2751.690918
	Iteration 13Q: 3 clusters Score -552530.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -552615.375000 Penalty: 2751.690918
	Iteration 14Q: 3 clusters Score -552615.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -552682.250000 Penalty: 2751.690918
	Iteration 15Q: 3 clusters Score -552682.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -552731.562500 Penalty: 2751.690918
	Iteration 16Q: 3 clusters Score -552731.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -552771.687500 Penalty: 2751.690918
	Iteration 17Q: 3 clusters Score -552771.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -552809.312500 Penalty: 2751.690918
	Iteration 18Q: 3 clusters Score -552809.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -552838.687500 Penalty: 2751.690918
	Iteration 19Q: 3 clusters Score -552838.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -552861.125000 Penalty: 2751.690918
	Iteration 20F: 3 clusters Score -552861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -552876.750000 Penalty: 2751.690918
	Iteration 21Q: 3 clusters Score -552876.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -552891.937500 Penalty: 2751.690918
	Iteration 22Q: 3 clusters Score -552891.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -552903.812500 Penalty: 2751.690918
	Iteration 23Q: 3 clusters Score -552903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -552914.375000 Penalty: 2751.690918
	Iteration 24Q: 3 clusters Score -552914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -552923.062500 Penalty: 2751.690918
	Iteration 25Q: 3 clusters Score -552923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -552924.375000 Penalty: 2751.690918
	Iteration 26Q: 3 clusters Score -552924.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -552927.125000 Penalty: 2751.690918
	Iteration 27Q: 3 clusters Score -552927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -552928.625000 Penalty: 2751.690918
	Iteration 28Q: 3 clusters Score -552928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -552930.437500 Penalty: 2751.690918
	Iteration 29Q: 3 clusters Score -552930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -552931.312500 Penalty: 2751.690918
	Iteration 30Q: 3 clusters Score -552931.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -552931.312500 Penalty: 2751.690918
	Iteration 31F: 3 clusters Score -552931.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (110663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Entering Unmasked Estep 
Score: -12976303.000000 Penalty: 1887.314697
	Iteration 0F: 2 clusters Score -1.29763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -12907535.000000 Penalty: 3774.629395
	Iteration 0F: 3 clusters Score -1.290754e+07 nChanged 53020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -12938392.000000 Penalty: 3774.629395
	Iteration 1F: 3 clusters Score -1.293839e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -12939327.000000 Penalty: 3774.629395
	Iteration 2Q: 3 clusters Score -1.293933e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -12940780.000000 Penalty: 3774.629395
	Iteration 3Q: 3 clusters Score -1.294078e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -12942857.000000 Penalty: 3774.629395
	Iteration 4Q: 3 clusters Score -1.294286e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
Score: -12946167.000000 Penalty: 3774.629395
	Iteration 5F: 3 clusters Score -1.294617e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -12950590.000000 Penalty: 3774.629395
	Iteration 6F: 3 clusters Score -1.295059e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -12956202.000000 Penalty: 3774.629395
	Iteration 7F: 3 clusters Score -1.29562e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 91967 members 
Entering Unmasked Estep 
Score: -12961910.000000 Penalty: 3774.629395
	Iteration 8F: 3 clusters Score -1.296191e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 98481 members 
Entering Unmasked Estep 
Score: -12966685.000000 Penalty: 3774.629395
	Iteration 9F: 3 clusters Score -1.296668e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -12970782.000000 Penalty: 3774.629395
	Iteration 10Q: 3 clusters Score -1.297078e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 106726 members 
Entering Unmasked Estep 
Score: -12973028.000000 Penalty: 3774.629395
	Iteration 11Q: 3 clusters Score -1.297303e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -12973994.000000 Penalty: 3774.629395
	Iteration 12Q: 3 clusters Score -1.297399e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 109339 members 
Entering Unmasked Estep 
Score: -12974400.000000 Penalty: 3774.629395
	Iteration 13Q: 3 clusters Score -1.29744e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 109686 members 
Entering Unmasked Estep 
Score: -12974641.000000 Penalty: 3774.629395
	Iteration 14Q: 3 clusters Score -1.297464e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 109817 members 
Entering Unmasked Estep 
Score: -12974788.000000 Penalty: 3774.629395
	Iteration 15Q: 3 clusters Score -1.297479e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -12974861.000000 Penalty: 3774.629395
	Iteration 16Q: 3 clusters Score -1.297486e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 109920 members 
Entering Unmasked Estep 
Score: -12974859.000000 Penalty: 3774.629395
	Iteration 17Q: 3 clusters Score -1.297486e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -12974872.000000 Penalty: 3774.629395
	Iteration 18Q: 3 clusters Score -1.297487e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 109960 members 
Entering Unmasked Estep 
Score: -12974887.000000 Penalty: 3774.629395
	Iteration 19Q: 3 clusters Score -1.297489e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 109984 members 
Entering Unmasked Estep 
Score: -12974917.000000 Penalty: 3774.629395
	Iteration 20F: 3 clusters Score -1.297492e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 110009 members 
Entering Unmasked Estep 
Score: -12974942.000000 Penalty: 3774.629395
	Iteration 21Q: 3 clusters Score -1.297494e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 110031 members 
Entering Unmasked Estep 
Score: -12974938.000000 Penalty: 3774.629395
	Iteration 22Q: 3 clusters Score -1.297494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 110044 members 
Entering Unmasked Estep 
Score: -12974936.000000 Penalty: 3774.629395
	Iteration 23Q: 3 clusters Score -1.297494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -12974960.000000 Penalty: 3774.629395
	Iteration 24Q: 3 clusters Score -1.297496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 110055 members 
Entering Unmasked Estep 
Score: -12974976.000000 Penalty: 3774.629395
	Iteration 25Q: 3 clusters Score -1.297498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 110060 members 
Entering Unmasked Estep 
Score: -12974963.000000 Penalty: 3774.629395
	Iteration 26Q: 3 clusters Score -1.297496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 110064 members 
Entering Unmasked Estep 
Score: -12974971.000000 Penalty: 3774.629395
	Iteration 27Q: 3 clusters Score -1.297497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 110069 members 
Entering Unmasked Estep 
Score: -12974977.000000 Penalty: 3774.629395
	Iteration 28Q: 3 clusters Score -1.297498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 110072 members 
Entering Unmasked Estep 
Score: -12974972.000000 Penalty: 3774.629395
	Iteration 29Q: 3 clusters Score -1.297497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 110074 members 
Entering Unmasked Estep 
Score: -12974966.000000 Penalty: 3774.629395
	Iteration 30Q: 3 clusters Score -1.297497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 110074 members 
Entering Unmasked Estep 
Score: -12974966.000000 Penalty: 3774.629395
	Iteration 31F: 3 clusters Score -1.297497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -36765.492188 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -36765.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35860.519531 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -35860.52 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36005.855469 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -36005.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36051.320312 Penalty: 1920.126953
	Iteration 2F: 3 clusters Score -36051.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36069.175781 Penalty: 1920.126953
	Iteration 3Q: 3 clusters Score -36069.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36073.816406 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -36073.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36074.707031 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -36074.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36074.707031 Penalty: 1920.126953
	Iteration 6F: 3 clusters Score -36074.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -342716.187500 Penalty: 1300.546387
	Iteration 0F: 2 clusters Score -342716.2 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 1539 members 
Entering Unmasked Estep 
Score: -340068.093750 Penalty: 2601.092773
	Iteration 0F: 3 clusters Score -340068.1 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -340748.593750 Penalty: 2601.092773
	Iteration 1F: 3 clusters Score -340748.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -340896.593750 Penalty: 2601.092773
	Iteration 2F: 3 clusters Score -340896.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -341013.406250 Penalty: 2601.092773
	Iteration 3F: 3 clusters Score -341013.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -341119.156250 Penalty: 2601.092773
	Iteration 4F: 3 clusters Score -341119.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -341196.406250 Penalty: 2601.092773
	Iteration 5Q: 3 clusters Score -341196.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -341255.062500 Penalty: 2601.092773
	Iteration 6Q: 3 clusters Score -341255.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -341293.375000 Penalty: 2601.092773
	Iteration 7Q: 3 clusters Score -341293.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -341333.187500 Penalty: 2601.092773
	Iteration 8Q: 3 clusters Score -341333.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -341368.500000 Penalty: 2601.092773
	Iteration 9Q: 3 clusters Score -341368.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -341395.625000 Penalty: 2601.092773
	Iteration 10Q: 3 clusters Score -341395.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -341423.593750 Penalty: 2601.092773
	Iteration 11Q: 3 clusters Score -341423.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -341446.500000 Penalty: 2601.092773
	Iteration 12Q: 3 clusters Score -341446.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -341464.937500 Penalty: 2601.092773
	Iteration 13Q: 3 clusters Score -341464.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -341482.625000 Penalty: 2601.092773
	Iteration 14Q: 3 clusters Score -341482.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -341499.187500 Penalty: 2601.092773
	Iteration 15Q: 3 clusters Score -341499.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -341514.062500 Penalty: 2601.092773
	Iteration 16Q: 3 clusters Score -341514.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -341525.250000 Penalty: 2601.092773
	Iteration 17Q: 3 clusters Score -341525.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -341532.500000 Penalty: 2601.092773
	Iteration 18Q: 3 clusters Score -341532.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -341538.562500 Penalty: 2601.092773
	Iteration 19Q: 3 clusters Score -341538.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -341550.156250 Penalty: 2601.092773
	Iteration 20F: 3 clusters Score -341550.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -341558.843750 Penalty: 2601.092773
	Iteration 21Q: 3 clusters Score -341558.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -341571.031250 Penalty: 2601.092773
	Iteration 22Q: 3 clusters Score -341571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -341581.875000 Penalty: 2601.092773
	Iteration 23Q: 3 clusters Score -341581.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -341589.500000 Penalty: 2601.092773
	Iteration 24Q: 3 clusters Score -341589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -341594.625000 Penalty: 2601.092773
	Iteration 25Q: 3 clusters Score -341594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -341596.250000 Penalty: 2601.092773
	Iteration 26Q: 3 clusters Score -341596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -341598.625000 Penalty: 2601.092773
	Iteration 27Q: 3 clusters Score -341598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -341600.062500 Penalty: 2601.092773
	Iteration 28Q: 3 clusters Score -341600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -341601.031250 Penalty: 2601.092773
	Iteration 29Q: 3 clusters Score -341601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -341601.281250 Penalty: 2601.092773
	Iteration 30Q: 3 clusters Score -341601.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -341601.281250 Penalty: 2601.092773
	Iteration 31F: 3 clusters Score -341601.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -145586.375000 Penalty: 1159.807739
	Iteration 0F: 2 clusters Score -145586.4 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 654 members 
Entering Unmasked Estep 
Score: -143952.250000 Penalty: 2319.615479
	Iteration 0F: 3 clusters Score -143952.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -144223.906250 Penalty: 2319.615479
	Iteration 1F: 3 clusters Score -144223.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144316.531250 Penalty: 2319.615479
	Iteration 2F: 3 clusters Score -144316.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -144374.343750 Penalty: 2319.615479
	Iteration 3Q: 3 clusters Score -144374.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -144404.546875 Penalty: 2319.615479
	Iteration 4Q: 3 clusters Score -144404.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -144428.265625 Penalty: 2319.615479
	Iteration 5Q: 3 clusters Score -144428.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -144446.921875 Penalty: 2319.615479
	Iteration 6Q: 3 clusters Score -144446.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -144459.984375 Penalty: 2319.615479
	Iteration 7Q: 3 clusters Score -144460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -144469.312500 Penalty: 2319.615479
	Iteration 8Q: 3 clusters Score -144469.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -144475.078125 Penalty: 2319.615479
	Iteration 9Q: 3 clusters Score -144475.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -144478.718750 Penalty: 2319.615479
	Iteration 10Q: 3 clusters Score -144478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -144481.000000 Penalty: 2319.615479
	Iteration 11Q: 3 clusters Score -144481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -144484.828125 Penalty: 2319.615479
	Iteration 12Q: 3 clusters Score -144484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -144489.750000 Penalty: 2319.615479
	Iteration 13Q: 3 clusters Score -144489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -144490.500000 Penalty: 2319.615479
	Iteration 14Q: 3 clusters Score -144490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144492.156250 Penalty: 2319.615479
	Iteration 15Q: 3 clusters Score -144492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144494.593750 Penalty: 2319.615479
	Iteration 16Q: 3 clusters Score -144494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144494.890625 Penalty: 2319.615479
	Iteration 17Q: 3 clusters Score -144494.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144494.890625 Penalty: 2319.615479
	Iteration 18F: 3 clusters Score -144494.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -523035.312500 Penalty: 1376.595703
	Iteration 0F: 2 clusters Score -523035.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -519189.593750 Penalty: 2753.191406
	Iteration 0F: 3 clusters Score -519189.6 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -520233.343750 Penalty: 2753.191406
	Iteration 1F: 3 clusters Score -520233.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -520409.843750 Penalty: 2753.191406
	Iteration 2F: 3 clusters Score -520409.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -520533.500000 Penalty: 2753.191406
	Iteration 3F: 3 clusters Score -520533.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -520617.625000 Penalty: 2753.191406
	Iteration 4Q: 3 clusters Score -520617.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -520693.312500 Penalty: 2753.191406
	Iteration 5Q: 3 clusters Score -520693.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -520753.468750 Penalty: 2753.191406
	Iteration 6Q: 3 clusters Score -520753.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -520826.437500 Penalty: 2753.191406
	Iteration 7Q: 3 clusters Score -520826.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -520899.843750 Penalty: 2753.191406
	Iteration 8Q: 3 clusters Score -520899.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -520987.250000 Penalty: 2753.191406
	Iteration 9Q: 3 clusters Score -520987.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -521075.281250 Penalty: 2753.191406
	Iteration 10Q: 3 clusters Score -521075.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -521167.218750 Penalty: 2753.191406
	Iteration 11Q: 3 clusters Score -521167.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -521252.406250 Penalty: 2753.191406
	Iteration 12Q: 3 clusters Score -521252.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -521334.375000 Penalty: 2753.191406
	Iteration 13Q: 3 clusters Score -521334.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -521423.500000 Penalty: 2753.191406
	Iteration 14Q: 3 clusters Score -521423.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -521524.468750 Penalty: 2753.191406
	Iteration 15Q: 3 clusters Score -521524.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -521612.593750 Penalty: 2753.191406
	Iteration 16Q: 3 clusters Score -521612.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -521671.031250 Penalty: 2753.191406
	Iteration 17Q: 3 clusters Score -521671 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -521732.968750 Penalty: 2753.191406
	Iteration 18Q: 3 clusters Score -521733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -521792.187500 Penalty: 2753.191406
	Iteration 19Q: 3 clusters Score -521792.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -521835.812500 Penalty: 2753.191406
	Iteration 20F: 3 clusters Score -521835.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -521865.625000 Penalty: 2753.191406
	Iteration 21Q: 3 clusters Score -521865.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -521881.656250 Penalty: 2753.191406
	Iteration 22Q: 3 clusters Score -521881.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -521892.250000 Penalty: 2753.191406
	Iteration 23Q: 3 clusters Score -521892.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -521903.062500 Penalty: 2753.191406
	Iteration 24Q: 3 clusters Score -521903.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -521910.093750 Penalty: 2753.191406
	Iteration 25Q: 3 clusters Score -521910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -521915.625000 Penalty: 2753.191406
	Iteration 26Q: 3 clusters Score -521915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -521919.968750 Penalty: 2753.191406
	Iteration 27Q: 3 clusters Score -521920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -521922.250000 Penalty: 2753.191406
	Iteration 28Q: 3 clusters Score -521922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -521925.125000 Penalty: 2753.191406
	Iteration 29Q: 3 clusters Score -521925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -521925.937500 Penalty: 2753.191406
	Iteration 30Q: 3 clusters Score -521925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -521926.812500 Penalty: 2753.191406
	Iteration 31Q: 3 clusters Score -521926.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -521926.812500 Penalty: 2753.191406
	Iteration 32F: 3 clusters Score -521926.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Entering Unmasked Estep 
Score: -1324703.375000 Penalty: 1512.846436
	Iteration 0F: 2 clusters Score -1324703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1316926.500000 Penalty: 3025.692871
	Iteration 0F: 3 clusters Score -1316926 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1319483.750000 Penalty: 3025.692871
	Iteration 1F: 3 clusters Score -1319484 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1319698.750000 Penalty: 3025.692871
	Iteration 2F: 3 clusters Score -1319699 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1319859.375000 Penalty: 3025.692871
	Iteration 3Q: 3 clusters Score -1319859 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1320002.375000 Penalty: 3025.692871
	Iteration 4Q: 3 clusters Score -1320002 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1320138.625000 Penalty: 3025.692871
	Iteration 5Q: 3 clusters Score -1320139 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1320260.125000 Penalty: 3025.692871
	Iteration 6Q: 3 clusters Score -1320260 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1320372.750000 Penalty: 3025.692871
	Iteration 7Q: 3 clusters Score -1320373 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1320480.750000 Penalty: 3025.692871
	Iteration 8Q: 3 clusters Score -1320481 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1320605.625000 Penalty: 3025.692871
	Iteration 9Q: 3 clusters Score -1320606 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1320753.250000 Penalty: 3025.692871
	Iteration 10Q: 3 clusters Score -1320753 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1320907.625000 Penalty: 3025.692871
	Iteration 11Q: 3 clusters Score -1320908 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1321112.750000 Penalty: 3025.692871
	Iteration 12Q: 3 clusters Score -1321113 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1321337.000000 Penalty: 3025.692871
	Iteration 13Q: 3 clusters Score -1321337 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1321580.625000 Penalty: 3025.692871
	Iteration 14Q: 3 clusters Score -1321581 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1321840.750000 Penalty: 3025.692871
	Iteration 15Q: 3 clusters Score -1321841 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1322047.125000 Penalty: 3025.692871
	Iteration 16Q: 3 clusters Score -1322047 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1322227.750000 Penalty: 3025.692871
	Iteration 17Q: 3 clusters Score -1322228 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1322341.125000 Penalty: 3025.692871
	Iteration 18Q: 3 clusters Score -1322341 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1322421.625000 Penalty: 3025.692871
	Iteration 19Q: 3 clusters Score -1322422 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1322506.750000 Penalty: 3025.692871
	Iteration 20F: 3 clusters Score -1322507 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1322586.875000 Penalty: 3025.692871
	Iteration 21Q: 3 clusters Score -1322587 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1322663.000000 Penalty: 3025.692871
	Iteration 22Q: 3 clusters Score -1322663 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1322731.125000 Penalty: 3025.692871
	Iteration 23Q: 3 clusters Score -1322731 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1322804.000000 Penalty: 3025.692871
	Iteration 24Q: 3 clusters Score -1322804 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1322862.500000 Penalty: 3025.692871
	Iteration 25Q: 3 clusters Score -1322862 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1322912.375000 Penalty: 3025.692871
	Iteration 26Q: 3 clusters Score -1322912 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1322951.250000 Penalty: 3025.692871
	Iteration 27Q: 3 clusters Score -1322951 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1322985.625000 Penalty: 3025.692871
	Iteration 28Q: 3 clusters Score -1322986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1323018.875000 Penalty: 3025.692871
	Iteration 29Q: 3 clusters Score -1323019 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1323048.750000 Penalty: 3025.692871
	Iteration 30Q: 3 clusters Score -1323049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1323080.125000 Penalty: 3025.692871
	Iteration 31Q: 3 clusters Score -1323080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1323121.000000 Penalty: 3025.692871
	Iteration 32Q: 3 clusters Score -1323121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1323167.250000 Penalty: 3025.692871
	Iteration 33Q: 3 clusters Score -1323167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1323209.625000 Penalty: 3025.692871
	Iteration 34Q: 3 clusters Score -1323210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1323242.750000 Penalty: 3025.692871
	Iteration 35Q: 3 clusters Score -1323243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1323279.875000 Penalty: 3025.692871
	Iteration 36Q: 3 clusters Score -1323280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1323309.125000 Penalty: 3025.692871
	Iteration 37Q: 3 clusters Score -1323309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1323340.250000 Penalty: 3025.692871
	Iteration 38Q: 3 clusters Score -1323340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1323365.500000 Penalty: 3025.692871
	Iteration 39Q: 3 clusters Score -1323366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1323388.625000 Penalty: 3025.692871
	Iteration 40F: 3 clusters Score -1323389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1323404.500000 Penalty: 3025.692871
	Iteration 41Q: 3 clusters Score -1323404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1323408.125000 Penalty: 3025.692871
	Iteration 42Q: 3 clusters Score -1323408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1323416.000000 Penalty: 3025.692871
	Iteration 43Q: 3 clusters Score -1323416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1323421.000000 Penalty: 3025.692871
	Iteration 44Q: 3 clusters Score -1323421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1323421.750000 Penalty: 3025.692871
	Iteration 45Q: 3 clusters Score -1323422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1323425.000000 Penalty: 3025.692871
	Iteration 46Q: 3 clusters Score -1323425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1323424.250000 Penalty: 3025.692871
	Iteration 47Q: 3 clusters Score -1323424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1323427.875000 Penalty: 3025.692871
	Iteration 48Q: 3 clusters Score -1323428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1323431.625000 Penalty: 3025.692871
	Iteration 49Q: 3 clusters Score -1323432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1323430.500000 Penalty: 3025.692871
	Iteration 50Q: 3 clusters Score -1323430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1323430.250000 Penalty: 3025.692871
	Iteration 51Q: 3 clusters Score -1323430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1323430.250000 Penalty: 3025.692871
	Iteration 52F: 3 clusters Score -1323430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -12559.765625 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -12559.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12002.618164 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -12002.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12122.145508 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -12122.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12174.065430 Penalty: 1647.393921
	Iteration 2F: 3 clusters Score -12174.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12199.737305 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -12199.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12203.142578 Penalty: 1647.393921
	Iteration 4Q: 3 clusters Score -12203.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12210.841797 Penalty: 1647.393921
	Iteration 5Q: 3 clusters Score -12210.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12210.841797 Penalty: 1647.393921
	Iteration 6F: 3 clusters Score -12210.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Entering Unmasked Estep 
Score: -510831.187500 Penalty: 1363.381714
	Iteration 0F: 2 clusters Score -510831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -507276.187500 Penalty: 2726.763428
	Iteration 0F: 3 clusters Score -507276.2 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -508209.406250 Penalty: 2726.763428
	Iteration 1F: 3 clusters Score -508209.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -508324.687500 Penalty: 2726.763428
	Iteration 2F: 3 clusters Score -508324.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -508407.906250 Penalty: 2726.763428
	Iteration 3Q: 3 clusters Score -508407.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -508469.750000 Penalty: 2726.763428
	Iteration 4Q: 3 clusters Score -508469.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -508513.593750 Penalty: 2726.763428
	Iteration 5Q: 3 clusters Score -508513.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -508545.406250 Penalty: 2726.763428
	Iteration 6Q: 3 clusters Score -508545.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -508575.000000 Penalty: 2726.763428
	Iteration 7Q: 3 clusters Score -508575 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -508614.031250 Penalty: 2726.763428
	Iteration 8Q: 3 clusters Score -508614 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -508654.156250 Penalty: 2726.763428
	Iteration 9Q: 3 clusters Score -508654.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -508706.218750 Penalty: 2726.763428
	Iteration 10Q: 3 clusters Score -508706.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -508779.625000 Penalty: 2726.763428
	Iteration 11Q: 3 clusters Score -508779.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -508856.937500 Penalty: 2726.763428
	Iteration 12Q: 3 clusters Score -508856.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -508931.125000 Penalty: 2726.763428
	Iteration 13Q: 3 clusters Score -508931.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -509007.843750 Penalty: 2726.763428
	Iteration 14Q: 3 clusters Score -509007.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -509070.656250 Penalty: 2726.763428
	Iteration 15Q: 3 clusters Score -509070.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -509120.687500 Penalty: 2726.763428
	Iteration 16Q: 3 clusters Score -509120.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -509183.031250 Penalty: 2726.763428
	Iteration 17Q: 3 clusters Score -509183 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -509241.343750 Penalty: 2726.763428
	Iteration 18Q: 3 clusters Score -509241.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -509301.343750 Penalty: 2726.763428
	Iteration 19Q: 3 clusters Score -509301.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -509372.906250 Penalty: 2726.763428
	Iteration 20F: 3 clusters Score -509372.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -509429.125000 Penalty: 2726.763428
	Iteration 21Q: 3 clusters Score -509429.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -509488.281250 Penalty: 2726.763428
	Iteration 22Q: 3 clusters Score -509488.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -509530.812500 Penalty: 2726.763428
	Iteration 23Q: 3 clusters Score -509530.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -509557.093750 Penalty: 2726.763428
	Iteration 24Q: 3 clusters Score -509557.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -509576.000000 Penalty: 2726.763428
	Iteration 25Q: 3 clusters Score -509576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -509589.843750 Penalty: 2726.763428
	Iteration 26Q: 3 clusters Score -509589.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -509604.062500 Penalty: 2726.763428
	Iteration 27Q: 3 clusters Score -509604.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -509615.468750 Penalty: 2726.763428
	Iteration 28Q: 3 clusters Score -509615.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -509624.593750 Penalty: 2726.763428
	Iteration 29Q: 3 clusters Score -509624.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -509631.625000 Penalty: 2726.763428
	Iteration 30Q: 3 clusters Score -509631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -509636.468750 Penalty: 2726.763428
	Iteration 31Q: 3 clusters Score -509636.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -509639.125000 Penalty: 2726.763428
	Iteration 32Q: 3 clusters Score -509639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -509641.750000 Penalty: 2726.763428
	Iteration 33Q: 3 clusters Score -509641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -509643.125000 Penalty: 2726.763428
	Iteration 34Q: 3 clusters Score -509643.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -509647.125000 Penalty: 2726.763428
	Iteration 35Q: 3 clusters Score -509647.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -509652.187500 Penalty: 2726.763428
	Iteration 36Q: 3 clusters Score -509652.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -509653.843750 Penalty: 2726.763428
	Iteration 37Q: 3 clusters Score -509653.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -509656.156250 Penalty: 2726.763428
	Iteration 38Q: 3 clusters Score -509656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -509658.625000 Penalty: 2726.763428
	Iteration 39Q: 3 clusters Score -509658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -509657.687500 Penalty: 2726.763428
	Iteration 40F: 3 clusters Score -509657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -509658.000000 Penalty: 2726.763428
	Iteration 41Q: 3 clusters Score -509658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -509658.593750 Penalty: 2726.763428
	Iteration 42Q: 3 clusters Score -509658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -509658.250000 Penalty: 2726.763428
	Iteration 43Q: 3 clusters Score -509658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -509659.406250 Penalty: 2726.763428
	Iteration 44Q: 3 clusters Score -509659.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -509660.656250 Penalty: 2726.763428
	Iteration 45Q: 3 clusters Score -509660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -509660.312500 Penalty: 2726.763428
	Iteration 46Q: 3 clusters Score -509660.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -509660.312500 Penalty: 2726.763428
	Iteration 47F: 3 clusters Score -509660.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Entering Unmasked Estep 
Score: -3324814.250000 Penalty: 1666.881104
	Iteration 0F: 2 clusters Score -3324814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3305556.000000 Penalty: 3333.762207
	Iteration 0F: 3 clusters Score -3305556 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3312864.000000 Penalty: 3333.762207
	Iteration 1F: 3 clusters Score -3312864 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3313415.500000 Penalty: 3333.762207
	Iteration 2F: 3 clusters Score -3313416 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3314135.250000 Penalty: 3333.762207
	Iteration 3F: 3 clusters Score -3314135 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3315107.000000 Penalty: 3333.762207
	Iteration 4F: 3 clusters Score -3315107 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3316565.500000 Penalty: 3333.762207
	Iteration 5F: 3 clusters Score -3316566 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3318426.000000 Penalty: 3333.762207
	Iteration 6F: 3 clusters Score -3318426 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3320434.000000 Penalty: 3333.762207
	Iteration 7F: 3 clusters Score -3320434 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3321922.250000 Penalty: 3333.762207
	Iteration 8F: 3 clusters Score -3321922 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3322723.000000 Penalty: 3333.762207
	Iteration 9Q: 3 clusters Score -3322723 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3323132.500000 Penalty: 3333.762207
	Iteration 10Q: 3 clusters Score -3323132 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3323319.250000 Penalty: 3333.762207
	Iteration 11Q: 3 clusters Score -3323319 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3323435.000000 Penalty: 3333.762207
	Iteration 12Q: 3 clusters Score -3323435 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3323518.000000 Penalty: 3333.762207
	Iteration 13Q: 3 clusters Score -3323518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3323554.750000 Penalty: 3333.762207
	Iteration 14Q: 3 clusters Score -3323555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3323582.500000 Penalty: 3333.762207
	Iteration 15Q: 3 clusters Score -3323582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3323603.750000 Penalty: 3333.762207
	Iteration 16Q: 3 clusters Score -3323604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3323610.000000 Penalty: 3333.762207
	Iteration 17Q: 3 clusters Score -3323610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3323621.750000 Penalty: 3333.762207
	Iteration 18Q: 3 clusters Score -3323622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3323629.500000 Penalty: 3333.762207
	Iteration 19Q: 3 clusters Score -3323630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3323634.000000 Penalty: 3333.762207
	Iteration 20F: 3 clusters Score -3323634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3323631.000000 Penalty: 3333.762207
	Iteration 21Q: 3 clusters Score -3323631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3323630.750000 Penalty: 3333.762207
	Iteration 22Q: 3 clusters Score -3323631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3323633.750000 Penalty: 3333.762207
	Iteration 23Q: 3 clusters Score -3323634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3323636.000000 Penalty: 3333.762207
	Iteration 24Q: 3 clusters Score -3323636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3323635.000000 Penalty: 3333.762207
	Iteration 25Q: 3 clusters Score -3323635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3323636.500000 Penalty: 3333.762207
	Iteration 26Q: 3 clusters Score -3323636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3323640.500000 Penalty: 3333.762207
	Iteration 27Q: 3 clusters Score -3323640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3323639.250000 Penalty: 3333.762207
	Iteration 28Q: 3 clusters Score -3323639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3323642.000000 Penalty: 3333.762207
	Iteration 29Q: 3 clusters Score -3323642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3323641.750000 Penalty: 3333.762207
	Iteration 30Q: 3 clusters Score -3323642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3323641.750000 Penalty: 3333.762207
	Iteration 31F: 3 clusters Score -3323642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Entering Unmasked Estep 
Score: -3351663.500000 Penalty: 1675.042236
	Iteration 0F: 2 clusters Score -3351664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3331408.250000 Penalty: 3350.084473
	Iteration 0F: 3 clusters Score -3331408 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3339604.750000 Penalty: 3350.084473
	Iteration 1F: 3 clusters Score -3339605 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3340250.000000 Penalty: 3350.084473
	Iteration 2F: 3 clusters Score -3340250 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3340845.250000 Penalty: 3350.084473
	Iteration 3Q: 3 clusters Score -3340845 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3341504.750000 Penalty: 3350.084473
	Iteration 4Q: 3 clusters Score -3341505 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3342333.500000 Penalty: 3350.084473
	Iteration 5Q: 3 clusters Score -3342334 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3343250.500000 Penalty: 3350.084473
	Iteration 6F: 3 clusters Score -3343250 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3344187.500000 Penalty: 3350.084473
	Iteration 7F: 3 clusters Score -3344188 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3345124.750000 Penalty: 3350.084473
	Iteration 8F: 3 clusters Score -3345125 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3345816.000000 Penalty: 3350.084473
	Iteration 9Q: 3 clusters Score -3345816 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3346208.750000 Penalty: 3350.084473
	Iteration 10Q: 3 clusters Score -3346209 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3346405.250000 Penalty: 3350.084473
	Iteration 11Q: 3 clusters Score -3346405 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3346492.500000 Penalty: 3350.084473
	Iteration 12Q: 3 clusters Score -3346492 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3346593.000000 Penalty: 3350.084473
	Iteration 13Q: 3 clusters Score -3346593 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3346637.500000 Penalty: 3350.084473
	Iteration 14Q: 3 clusters Score -3346638 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3346687.500000 Penalty: 3350.084473
	Iteration 15Q: 3 clusters Score -3346688 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3346749.500000 Penalty: 3350.084473
	Iteration 16Q: 3 clusters Score -3346750 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3346797.750000 Penalty: 3350.084473
	Iteration 17Q: 3 clusters Score -3346798 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3346836.000000 Penalty: 3350.084473
	Iteration 18Q: 3 clusters Score -3346836 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3346875.000000 Penalty: 3350.084473
	Iteration 19Q: 3 clusters Score -3346875 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3346904.500000 Penalty: 3350.084473
	Iteration 20F: 3 clusters Score -3346904 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3346926.500000 Penalty: 3350.084473
	Iteration 21Q: 3 clusters Score -3346926 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3346942.000000 Penalty: 3350.084473
	Iteration 22Q: 3 clusters Score -3346942 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3346966.250000 Penalty: 3350.084473
	Iteration 23Q: 3 clusters Score -3346966 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3346983.500000 Penalty: 3350.084473
	Iteration 24Q: 3 clusters Score -3346984 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3347001.500000 Penalty: 3350.084473
	Iteration 25Q: 3 clusters Score -3347002 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3347015.750000 Penalty: 3350.084473
	Iteration 26Q: 3 clusters Score -3347016 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3347030.750000 Penalty: 3350.084473
	Iteration 27Q: 3 clusters Score -3347031 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3347054.500000 Penalty: 3350.084473
	Iteration 28Q: 3 clusters Score -3347054 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3347067.250000 Penalty: 3350.084473
	Iteration 29Q: 3 clusters Score -3347067 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3347082.000000 Penalty: 3350.084473
	Iteration 30Q: 3 clusters Score -3347082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3347089.750000 Penalty: 3350.084473
	Iteration 31Q: 3 clusters Score -3347090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3347102.500000 Penalty: 3350.084473
	Iteration 32Q: 3 clusters Score -3347102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3347115.500000 Penalty: 3350.084473
	Iteration 33Q: 3 clusters Score -3347116 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3347114.750000 Penalty: 3350.084473
	Iteration 34Q: 3 clusters Score -3347115 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3347127.500000 Penalty: 3350.084473
	Iteration 35Q: 3 clusters Score -3347128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3347130.750000 Penalty: 3350.084473
	Iteration 36Q: 3 clusters Score -3347131 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3347125.250000 Penalty: 3350.084473
	Iteration 37Q: 3 clusters Score -3347125 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3347127.750000 Penalty: 3350.084473
	Iteration 38Q: 3 clusters Score -3347128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3347139.000000 Penalty: 3350.084473
	Iteration 39Q: 3 clusters Score -3347139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3347140.500000 Penalty: 3350.084473
	Iteration 40F: 3 clusters Score -3347140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3347142.750000 Penalty: 3350.084473
	Iteration 41Q: 3 clusters Score -3347143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3347148.000000 Penalty: 3350.084473
	Iteration 42Q: 3 clusters Score -3347148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3347146.250000 Penalty: 3350.084473
	Iteration 43Q: 3 clusters Score -3347146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3347152.000000 Penalty: 3350.084473
	Iteration 44Q: 3 clusters Score -3347152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3347153.250000 Penalty: 3350.084473
	Iteration 45Q: 3 clusters Score -3347153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3347165.750000 Penalty: 3350.084473
	Iteration 46Q: 3 clusters Score -3347166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3347159.000000 Penalty: 3350.084473
	Iteration 47Q: 3 clusters Score -3347159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3347161.250000 Penalty: 3350.084473
	Iteration 48Q: 3 clusters Score -3347161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3347164.250000 Penalty: 3350.084473
	Iteration 49Q: 3 clusters Score -3347164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3347161.500000 Penalty: 3350.084473
	Iteration 50Q: 3 clusters Score -3347162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3347171.000000 Penalty: 3350.084473
	Iteration 51Q: 3 clusters Score -3347171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3347175.500000 Penalty: 3350.084473
	Iteration 52Q: 3 clusters Score -3347176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3347168.750000 Penalty: 3350.084473
	Iteration 53Q: 3 clusters Score -3347169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3347179.500000 Penalty: 3350.084473
	Iteration 54Q: 3 clusters Score -3347180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3347188.000000 Penalty: 3350.084473
	Iteration 55Q: 3 clusters Score -3347188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3347181.500000 Penalty: 3350.084473
	Iteration 56Q: 3 clusters Score -3347182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3347180.750000 Penalty: 3350.084473
	Iteration 57Q: 3 clusters Score -3347181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3347187.250000 Penalty: 3350.084473
	Iteration 58Q: 3 clusters Score -3347187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3347193.250000 Penalty: 3350.084473
	Iteration 59Q: 3 clusters Score -3347193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3347203.750000 Penalty: 3350.084473
	Iteration 60F: 3 clusters Score -3347204 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3347211.500000 Penalty: 3350.084473
	Iteration 61Q: 3 clusters Score -3347212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3347219.500000 Penalty: 3350.084473
	Iteration 62Q: 3 clusters Score -3347220 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3347234.500000 Penalty: 3350.084473
	Iteration 63Q: 3 clusters Score -3347234 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3347247.250000 Penalty: 3350.084473
	Iteration 64Q: 3 clusters Score -3347247 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3347267.000000 Penalty: 3350.084473
	Iteration 65Q: 3 clusters Score -3347267 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3347287.000000 Penalty: 3350.084473
	Iteration 66Q: 3 clusters Score -3347287 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3347316.500000 Penalty: 3350.084473
	Iteration 67Q: 3 clusters Score -3347316 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3347343.250000 Penalty: 3350.084473
	Iteration 68Q: 3 clusters Score -3347343 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3347353.000000 Penalty: 3350.084473
	Iteration 69Q: 3 clusters Score -3347353 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3347400.750000 Penalty: 3350.084473
	Iteration 70Q: 3 clusters Score -3347401 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3347418.750000 Penalty: 3350.084473
	Iteration 71Q: 3 clusters Score -3347419 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3347460.250000 Penalty: 3350.084473
	Iteration 72Q: 3 clusters Score -3347460 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -3347483.750000 Penalty: 3350.084473
	Iteration 73Q: 3 clusters Score -3347484 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3347518.500000 Penalty: 3350.084473
	Iteration 74Q: 3 clusters Score -3347518 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3347571.750000 Penalty: 3350.084473
	Iteration 75Q: 3 clusters Score -3347572 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3347634.000000 Penalty: 3350.084473
	Iteration 76Q: 3 clusters Score -3347634 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3347686.500000 Penalty: 3350.084473
	Iteration 77Q: 3 clusters Score -3347686 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3347708.750000 Penalty: 3350.084473
	Iteration 78Q: 3 clusters Score -3347709 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3347745.750000 Penalty: 3350.084473
	Iteration 79Q: 3 clusters Score -3347746 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -3347811.500000 Penalty: 3350.084473
	Iteration 80F: 3 clusters Score -3347812 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3347862.750000 Penalty: 3350.084473
	Iteration 81Q: 3 clusters Score -3347863 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3347914.000000 Penalty: 3350.084473
	Iteration 82Q: 3 clusters Score -3347914 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3347979.750000 Penalty: 3350.084473
	Iteration 83Q: 3 clusters Score -3347980 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3348019.250000 Penalty: 3350.084473
	Iteration 84Q: 3 clusters Score -3348019 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3348089.000000 Penalty: 3350.084473
	Iteration 85Q: 3 clusters Score -3348089 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3348136.500000 Penalty: 3350.084473
	Iteration 86Q: 3 clusters Score -3348136 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3348191.750000 Penalty: 3350.084473
	Iteration 87Q: 3 clusters Score -3348192 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3348245.500000 Penalty: 3350.084473
	Iteration 88Q: 3 clusters Score -3348246 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3348303.750000 Penalty: 3350.084473
	Iteration 89Q: 3 clusters Score -3348304 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -3348358.250000 Penalty: 3350.084473
	Iteration 90Q: 3 clusters Score -3348358 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3348454.250000 Penalty: 3350.084473
	Iteration 91Q: 3 clusters Score -3348454 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3348547.750000 Penalty: 3350.084473
	Iteration 92Q: 3 clusters Score -3348548 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3348661.750000 Penalty: 3350.084473
	Iteration 93Q: 3 clusters Score -3348662 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -3348766.250000 Penalty: 3350.084473
	Iteration 94Q: 3 clusters Score -3348766 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3348874.000000 Penalty: 3350.084473
	Iteration 95Q: 3 clusters Score -3348874 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3348959.250000 Penalty: 3350.084473
	Iteration 96Q: 3 clusters Score -3348959 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3349044.250000 Penalty: 3350.084473
	Iteration 97Q: 3 clusters Score -3349044 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3349119.750000 Penalty: 3350.084473
	Iteration 98Q: 3 clusters Score -3349120 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3349189.000000 Penalty: 3350.084473
	Iteration 99Q: 3 clusters Score -3349189 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3349253.250000 Penalty: 3350.084473
	Iteration 100F: 3 clusters Score -3349253 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3349328.750000 Penalty: 3350.084473
	Iteration 101Q: 3 clusters Score -3349329 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3349389.250000 Penalty: 3350.084473
	Iteration 102Q: 3 clusters Score -3349389 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3349460.750000 Penalty: 3350.084473
	Iteration 103Q: 3 clusters Score -3349461 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3349535.500000 Penalty: 3350.084473
	Iteration 104Q: 3 clusters Score -3349536 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3349586.750000 Penalty: 3350.084473
	Iteration 105Q: 3 clusters Score -3349587 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3349631.500000 Penalty: 3350.084473
	Iteration 106Q: 3 clusters Score -3349632 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3349675.000000 Penalty: 3350.084473
	Iteration 107Q: 3 clusters Score -3349675 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3349729.750000 Penalty: 3350.084473
	Iteration 108Q: 3 clusters Score -3349730 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3349760.500000 Penalty: 3350.084473
	Iteration 109Q: 3 clusters Score -3349760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3349806.500000 Penalty: 3350.084473
	Iteration 110Q: 3 clusters Score -3349806 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3349844.250000 Penalty: 3350.084473
	Iteration 111Q: 3 clusters Score -3349844 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3349889.500000 Penalty: 3350.084473
	Iteration 112Q: 3 clusters Score -3349890 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3349932.250000 Penalty: 3350.084473
	Iteration 113Q: 3 clusters Score -3349932 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3349985.000000 Penalty: 3350.084473
	Iteration 114Q: 3 clusters Score -3349985 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3350023.250000 Penalty: 3350.084473
	Iteration 115Q: 3 clusters Score -3350023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3350043.500000 Penalty: 3350.084473
	Iteration 116Q: 3 clusters Score -3350044 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3350064.000000 Penalty: 3350.084473
	Iteration 117Q: 3 clusters Score -3350064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3350092.000000 Penalty: 3350.084473
	Iteration 118Q: 3 clusters Score -3350092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3350116.500000 Penalty: 3350.084473
	Iteration 119Q: 3 clusters Score -3350116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3350142.250000 Penalty: 3350.084473
	Iteration 120F: 3 clusters Score -3350142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3350160.500000 Penalty: 3350.084473
	Iteration 121Q: 3 clusters Score -3350160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3350174.250000 Penalty: 3350.084473
	Iteration 122Q: 3 clusters Score -3350174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3350188.250000 Penalty: 3350.084473
	Iteration 123Q: 3 clusters Score -3350188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3350203.500000 Penalty: 3350.084473
	Iteration 124Q: 3 clusters Score -3350204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3350209.500000 Penalty: 3350.084473
	Iteration 125Q: 3 clusters Score -3350210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3350224.750000 Penalty: 3350.084473
	Iteration 126Q: 3 clusters Score -3350225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3350239.500000 Penalty: 3350.084473
	Iteration 127Q: 3 clusters Score -3350240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3350253.750000 Penalty: 3350.084473
	Iteration 128Q: 3 clusters Score -3350254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3350256.250000 Penalty: 3350.084473
	Iteration 129Q: 3 clusters Score -3350256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3350257.000000 Penalty: 3350.084473
	Iteration 130Q: 3 clusters Score -3350257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3350267.500000 Penalty: 3350.084473
	Iteration 131Q: 3 clusters Score -3350268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3350271.500000 Penalty: 3350.084473
	Iteration 132Q: 3 clusters Score -3350272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3350274.750000 Penalty: 3350.084473
	Iteration 133Q: 3 clusters Score -3350275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3350276.000000 Penalty: 3350.084473
	Iteration 134Q: 3 clusters Score -3350276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3350276.250000 Penalty: 3350.084473
	Iteration 135Q: 3 clusters Score -3350276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3350276.500000 Penalty: 3350.084473
	Iteration 136Q: 3 clusters Score -3350276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3350279.000000 Penalty: 3350.084473
	Iteration 137Q: 3 clusters Score -3350279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3350279.750000 Penalty: 3350.084473
	Iteration 138Q: 3 clusters Score -3350280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3350285.750000 Penalty: 3350.084473
	Iteration 139Q: 3 clusters Score -3350286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3350283.000000 Penalty: 3350.084473
	Iteration 140F: 3 clusters Score -3350283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3350284.250000 Penalty: 3350.084473
	Iteration 141Q: 3 clusters Score -3350284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3350282.250000 Penalty: 3350.084473
	Iteration 142Q: 3 clusters Score -3350282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3350287.500000 Penalty: 3350.084473
	Iteration 143Q: 3 clusters Score -3350288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3350287.250000 Penalty: 3350.084473
	Iteration 144Q: 3 clusters Score -3350287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3350290.250000 Penalty: 3350.084473
	Iteration 145Q: 3 clusters Score -3350290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3350292.250000 Penalty: 3350.084473
	Iteration 146Q: 3 clusters Score -3350292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3350296.250000 Penalty: 3350.084473
	Iteration 147Q: 3 clusters Score -3350296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3350304.000000 Penalty: 3350.084473
	Iteration 148Q: 3 clusters Score -3350304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3350301.250000 Penalty: 3350.084473
	Iteration 149Q: 3 clusters Score -3350301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3350303.500000 Penalty: 3350.084473
	Iteration 150Q: 3 clusters Score -3350304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3350309.250000 Penalty: 3350.084473
	Iteration 151Q: 3 clusters Score -3350309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3350312.500000 Penalty: 3350.084473
	Iteration 152Q: 3 clusters Score -3350312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3350310.000000 Penalty: 3350.084473
	Iteration 153Q: 3 clusters Score -3350310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3350310.000000 Penalty: 3350.084473
	Iteration 154F: 3 clusters Score -3350310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Entering Unmasked Estep 
Score: -2193906.250000 Penalty: 1600.158447
	Iteration 0F: 2 clusters Score -2193906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2180993.250000 Penalty: 3200.316895
	Iteration 0F: 3 clusters Score -2180993 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2185645.250000 Penalty: 3200.316895
	Iteration 1F: 3 clusters Score -2185645 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2185910.000000 Penalty: 3200.316895
	Iteration 2Q: 3 clusters Score -2185910 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2186124.000000 Penalty: 3200.316895
	Iteration 3Q: 3 clusters Score -2186124 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2186330.500000 Penalty: 3200.316895
	Iteration 4Q: 3 clusters Score -2186330 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2186542.250000 Penalty: 3200.316895
	Iteration 5Q: 3 clusters Score -2186542 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2186772.750000 Penalty: 3200.316895
	Iteration 6Q: 3 clusters Score -2186773 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2187036.750000 Penalty: 3200.316895
	Iteration 7Q: 3 clusters Score -2187037 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2187449.500000 Penalty: 3200.316895
	Iteration 8Q: 3 clusters Score -2187450 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2188044.250000 Penalty: 3200.316895
	Iteration 9F: 3 clusters Score -2188044 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2188869.250000 Penalty: 3200.316895
	Iteration 10F: 3 clusters Score -2188869 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2189829.750000 Penalty: 3200.316895
	Iteration 11F: 3 clusters Score -2189830 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2190758.000000 Penalty: 3200.316895
	Iteration 12F: 3 clusters Score -2190758 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2191509.750000 Penalty: 3200.316895
	Iteration 13Q: 3 clusters Score -2191510 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2191978.000000 Penalty: 3200.316895
	Iteration 14Q: 3 clusters Score -2191978 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2192255.750000 Penalty: 3200.316895
	Iteration 15Q: 3 clusters Score -2192256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2192426.000000 Penalty: 3200.316895
	Iteration 16Q: 3 clusters Score -2192426 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2192539.000000 Penalty: 3200.316895
	Iteration 17Q: 3 clusters Score -2192539 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2192603.250000 Penalty: 3200.316895
	Iteration 18Q: 3 clusters Score -2192603 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2192656.250000 Penalty: 3200.316895
	Iteration 19Q: 3 clusters Score -2192656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2192684.000000 Penalty: 3200.316895
	Iteration 20F: 3 clusters Score -2192684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2192718.000000 Penalty: 3200.316895
	Iteration 21Q: 3 clusters Score -2192718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2192730.500000 Penalty: 3200.316895
	Iteration 22Q: 3 clusters Score -2192730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2192730.000000 Penalty: 3200.316895
	Iteration 23Q: 3 clusters Score -2192730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2192732.750000 Penalty: 3200.316895
	Iteration 24Q: 3 clusters Score -2192733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2192733.000000 Penalty: 3200.316895
	Iteration 25Q: 3 clusters Score -2192733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2192742.000000 Penalty: 3200.316895
	Iteration 26Q: 3 clusters Score -2192742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2192744.000000 Penalty: 3200.316895
	Iteration 27Q: 3 clusters Score -2192744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2192743.500000 Penalty: 3200.316895
	Iteration 28Q: 3 clusters Score -2192744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2192744.250000 Penalty: 3200.316895
	Iteration 29Q: 3 clusters Score -2192744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2192749.000000 Penalty: 3200.316895
	Iteration 30Q: 3 clusters Score -2192749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2192752.250000 Penalty: 3200.316895
	Iteration 31Q: 3 clusters Score -2192752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2192750.250000 Penalty: 3200.316895
	Iteration 32Q: 3 clusters Score -2192750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2192754.500000 Penalty: 3200.316895
	Iteration 33Q: 3 clusters Score -2192754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2192753.250000 Penalty: 3200.316895
	Iteration 34Q: 3 clusters Score -2192753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2192753.750000 Penalty: 3200.316895
	Iteration 35Q: 3 clusters Score -2192754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2192756.000000 Penalty: 3200.316895
	Iteration 36Q: 3 clusters Score -2192756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2192757.000000 Penalty: 3200.316895
	Iteration 37Q: 3 clusters Score -2192757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2192757.000000 Penalty: 3200.316895
	Iteration 38F: 3 clusters Score -2192757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -555334.187500 Penalty: 1377.647095
	Iteration 0F: 2 clusters Score -555334.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -551447.375000 Penalty: 2755.294189
	Iteration 0F: 3 clusters Score -551447.4 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -552514.875000 Penalty: 2755.294189
	Iteration 1F: 3 clusters Score -552514.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -552679.437500 Penalty: 2755.294189
	Iteration 2F: 3 clusters Score -552679.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -552792.437500 Penalty: 2755.294189
	Iteration 3F: 3 clusters Score -552792.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -552885.562500 Penalty: 2755.294189
	Iteration 4Q: 3 clusters Score -552885.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -552962.750000 Penalty: 2755.294189
	Iteration 5Q: 3 clusters Score -552962.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -553046.125000 Penalty: 2755.294189
	Iteration 6Q: 3 clusters Score -553046.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -553132.812500 Penalty: 2755.294189
	Iteration 7Q: 3 clusters Score -553132.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -553205.875000 Penalty: 2755.294189
	Iteration 8Q: 3 clusters Score -553205.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -553289.125000 Penalty: 2755.294189
	Iteration 9Q: 3 clusters Score -553289.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -553401.062500 Penalty: 2755.294189
	Iteration 10Q: 3 clusters Score -553401.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -553540.250000 Penalty: 2755.294189
	Iteration 11Q: 3 clusters Score -553540.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -553722.187500 Penalty: 2755.294189
	Iteration 12Q: 3 clusters Score -553722.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -553920.875000 Penalty: 2755.294189
	Iteration 13Q: 3 clusters Score -553920.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -554097.125000 Penalty: 2755.294189
	Iteration 14Q: 3 clusters Score -554097.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -554248.687500 Penalty: 2755.294189
	Iteration 15Q: 3 clusters Score -554248.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -554367.750000 Penalty: 2755.294189
	Iteration 16Q: 3 clusters Score -554367.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -554494.937500 Penalty: 2755.294189
	Iteration 17Q: 3 clusters Score -554494.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -554609.312500 Penalty: 2755.294189
	Iteration 18Q: 3 clusters Score -554609.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -554714.625000 Penalty: 2755.294189
	Iteration 19Q: 3 clusters Score -554714.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -554815.062500 Penalty: 2755.294189
	Iteration 20F: 3 clusters Score -554815.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -554880.312500 Penalty: 2755.294189
	Iteration 21Q: 3 clusters Score -554880.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -554919.437500 Penalty: 2755.294189
	Iteration 22Q: 3 clusters Score -554919.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -554951.937500 Penalty: 2755.294189
	Iteration 23Q: 3 clusters Score -554951.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -554973.500000 Penalty: 2755.294189
	Iteration 24Q: 3 clusters Score -554973.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -554989.812500 Penalty: 2755.294189
	Iteration 25Q: 3 clusters Score -554989.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -554997.937500 Penalty: 2755.294189
	Iteration 26Q: 3 clusters Score -554997.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -555005.062500 Penalty: 2755.294189
	Iteration 27Q: 3 clusters Score -555005.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -555011.312500 Penalty: 2755.294189
	Iteration 28Q: 3 clusters Score -555011.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -555016.500000 Penalty: 2755.294189
	Iteration 29Q: 3 clusters Score -555016.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -555024.437500 Penalty: 2755.294189
	Iteration 30Q: 3 clusters Score -555024.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -555033.312500 Penalty: 2755.294189
	Iteration 31Q: 3 clusters Score -555033.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -555038.187500 Penalty: 2755.294189
	Iteration 32Q: 3 clusters Score -555038.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -555042.937500 Penalty: 2755.294189
	Iteration 33Q: 3 clusters Score -555042.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -555047.687500 Penalty: 2755.294189
	Iteration 34Q: 3 clusters Score -555047.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -555048.500000 Penalty: 2755.294189
	Iteration 35Q: 3 clusters Score -555048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -555048.562500 Penalty: 2755.294189
	Iteration 36Q: 3 clusters Score -555048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -555050.687500 Penalty: 2755.294189
	Iteration 37Q: 3 clusters Score -555050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -555051.312500 Penalty: 2755.294189
	Iteration 38Q: 3 clusters Score -555051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -555051.312500 Penalty: 2755.294189
	Iteration 39F: 3 clusters Score -555051.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Entering Unmasked Estep 
Score: -3198977.500000 Penalty: 1659.760254
	Iteration 0F: 2 clusters Score -3198978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3180554.000000 Penalty: 3319.520508
	Iteration 0F: 3 clusters Score -3180554 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3187480.250000 Penalty: 3319.520508
	Iteration 1F: 3 clusters Score -3187480 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3187919.000000 Penalty: 3319.520508
	Iteration 2Q: 3 clusters Score -3187919 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3188484.750000 Penalty: 3319.520508
	Iteration 3Q: 3 clusters Score -3188485 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3189302.500000 Penalty: 3319.520508
	Iteration 4F: 3 clusters Score -3189302 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3190505.750000 Penalty: 3319.520508
	Iteration 5F: 3 clusters Score -3190506 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3192181.750000 Penalty: 3319.520508
	Iteration 6F: 3 clusters Score -3192182 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3194025.000000 Penalty: 3319.520508
	Iteration 7F: 3 clusters Score -3194025 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3195601.750000 Penalty: 3319.520508
	Iteration 8F: 3 clusters Score -3195602 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3196686.250000 Penalty: 3319.520508
	Iteration 9Q: 3 clusters Score -3196686 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3197127.000000 Penalty: 3319.520508
	Iteration 10Q: 3 clusters Score -3197127 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3197303.250000 Penalty: 3319.520508
	Iteration 11Q: 3 clusters Score -3197303 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3197359.250000 Penalty: 3319.520508
	Iteration 12Q: 3 clusters Score -3197359 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3197404.250000 Penalty: 3319.520508
	Iteration 13Q: 3 clusters Score -3197404 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3197436.750000 Penalty: 3319.520508
	Iteration 14Q: 3 clusters Score -3197437 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3197455.500000 Penalty: 3319.520508
	Iteration 15Q: 3 clusters Score -3197456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3197491.000000 Penalty: 3319.520508
	Iteration 16Q: 3 clusters Score -3197491 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3197503.500000 Penalty: 3319.520508
	Iteration 17Q: 3 clusters Score -3197504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3197509.750000 Penalty: 3319.520508
	Iteration 18Q: 3 clusters Score -3197510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3197517.500000 Penalty: 3319.520508
	Iteration 19Q: 3 clusters Score -3197518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3197519.500000 Penalty: 3319.520508
	Iteration 20F: 3 clusters Score -3197520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3197526.500000 Penalty: 3319.520508
	Iteration 21Q: 3 clusters Score -3197526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3197537.000000 Penalty: 3319.520508
	Iteration 22Q: 3 clusters Score -3197537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3197531.500000 Penalty: 3319.520508
	Iteration 23Q: 3 clusters Score -3197532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3197532.250000 Penalty: 3319.520508
	Iteration 24Q: 3 clusters Score -3197532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3197538.500000 Penalty: 3319.520508
	Iteration 25Q: 3 clusters Score -3197538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3197539.500000 Penalty: 3319.520508
	Iteration 26Q: 3 clusters Score -3197540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3197543.750000 Penalty: 3319.520508
	Iteration 27Q: 3 clusters Score -3197544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3197539.750000 Penalty: 3319.520508
	Iteration 28Q: 3 clusters Score -3197540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3197543.000000 Penalty: 3319.520508
	Iteration 29Q: 3 clusters Score -3197543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3197545.250000 Penalty: 3319.520508
	Iteration 30Q: 3 clusters Score -3197545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3197548.500000 Penalty: 3319.520508
	Iteration 31Q: 3 clusters Score -3197548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -3197549.500000 Penalty: 3319.520508
	Iteration 32Q: 3 clusters Score -3197550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3197549.500000 Penalty: 3319.520508
	Iteration 33Q: 3 clusters Score -3197550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3197552.000000 Penalty: 3319.520508
	Iteration 34Q: 3 clusters Score -3197552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3197551.750000 Penalty: 3319.520508
	Iteration 35Q: 3 clusters Score -3197552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3197557.250000 Penalty: 3319.520508
	Iteration 36Q: 3 clusters Score -3197557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3197560.250000 Penalty: 3319.520508
	Iteration 37Q: 3 clusters Score -3197560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3197562.000000 Penalty: 3319.520508
	Iteration 38Q: 3 clusters Score -3197562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3197558.750000 Penalty: 3319.520508
	Iteration 39Q: 3 clusters Score -3197559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3197557.250000 Penalty: 3319.520508
	Iteration 40F: 3 clusters Score -3197557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3197563.000000 Penalty: 3319.520508
	Iteration 41Q: 3 clusters Score -3197563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3197575.250000 Penalty: 3319.520508
	Iteration 42Q: 3 clusters Score -3197575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3197571.250000 Penalty: 3319.520508
	Iteration 43Q: 3 clusters Score -3197571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3197577.000000 Penalty: 3319.520508
	Iteration 44Q: 3 clusters Score -3197577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3197587.250000 Penalty: 3319.520508
	Iteration 45Q: 3 clusters Score -3197587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3197583.000000 Penalty: 3319.520508
	Iteration 46Q: 3 clusters Score -3197583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3197586.750000 Penalty: 3319.520508
	Iteration 47Q: 3 clusters Score -3197587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3197595.500000 Penalty: 3319.520508
	Iteration 48Q: 3 clusters Score -3197596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3197590.000000 Penalty: 3319.520508
	Iteration 49Q: 3 clusters Score -3197590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3197588.000000 Penalty: 3319.520508
	Iteration 50Q: 3 clusters Score -3197588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3197585.000000 Penalty: 3319.520508
	Iteration 51Q: 3 clusters Score -3197585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3197584.250000 Penalty: 3319.520508
	Iteration 52Q: 3 clusters Score -3197584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3197590.250000 Penalty: 3319.520508
	Iteration 53Q: 3 clusters Score -3197590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3197593.250000 Penalty: 3319.520508
	Iteration 54Q: 3 clusters Score -3197593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3197595.250000 Penalty: 3319.520508
	Iteration 55Q: 3 clusters Score -3197595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3197597.000000 Penalty: 3319.520508
	Iteration 56Q: 3 clusters Score -3197597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3197598.000000 Penalty: 3319.520508
	Iteration 57Q: 3 clusters Score -3197598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3197605.500000 Penalty: 3319.520508
	Iteration 58Q: 3 clusters Score -3197606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3197607.250000 Penalty: 3319.520508
	Iteration 59Q: 3 clusters Score -3197607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3197607.000000 Penalty: 3319.520508
	Iteration 60F: 3 clusters Score -3197607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3197612.000000 Penalty: 3319.520508
	Iteration 61Q: 3 clusters Score -3197612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3197608.500000 Penalty: 3319.520508
	Iteration 62Q: 3 clusters Score -3197608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3197615.000000 Penalty: 3319.520508
	Iteration 63Q: 3 clusters Score -3197615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3197619.250000 Penalty: 3319.520508
	Iteration 64Q: 3 clusters Score -3197619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3197621.000000 Penalty: 3319.520508
	Iteration 65Q: 3 clusters Score -3197621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3197627.500000 Penalty: 3319.520508
	Iteration 66Q: 3 clusters Score -3197628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3197625.500000 Penalty: 3319.520508
	Iteration 67Q: 3 clusters Score -3197626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3197623.000000 Penalty: 3319.520508
	Iteration 68Q: 3 clusters Score -3197623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3197625.250000 Penalty: 3319.520508
	Iteration 69Q: 3 clusters Score -3197625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3197624.000000 Penalty: 3319.520508
	Iteration 70Q: 3 clusters Score -3197624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3197624.500000 Penalty: 3319.520508
	Iteration 71Q: 3 clusters Score -3197624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3197624.500000 Penalty: 3319.520508
	Iteration 72F: 3 clusters Score -3197624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Entering Unmasked Estep 
Score: -1441644.625000 Penalty: 1534.455078
	Iteration 0F: 2 clusters Score -1441645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1432756.000000 Penalty: 3068.910156
	Iteration 0F: 3 clusters Score -1432756 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1435772.125000 Penalty: 3068.910156
	Iteration 1F: 3 clusters Score -1435772 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1436211.750000 Penalty: 3068.910156
	Iteration 2F: 3 clusters Score -1436212 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1436676.500000 Penalty: 3068.910156
	Iteration 3F: 3 clusters Score -1436676 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1437108.125000 Penalty: 3068.910156
	Iteration 4F: 3 clusters Score -1437108 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1437511.250000 Penalty: 3068.910156
	Iteration 5F: 3 clusters Score -1437511 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1437848.250000 Penalty: 3068.910156
	Iteration 6Q: 3 clusters Score -1437848 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1438136.250000 Penalty: 3068.910156
	Iteration 7Q: 3 clusters Score -1438136 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1438418.625000 Penalty: 3068.910156
	Iteration 8Q: 3 clusters Score -1438419 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1438713.500000 Penalty: 3068.910156
	Iteration 9Q: 3 clusters Score -1438714 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1438977.375000 Penalty: 3068.910156
	Iteration 10Q: 3 clusters Score -1438977 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1439188.750000 Penalty: 3068.910156
	Iteration 11Q: 3 clusters Score -1439189 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1439349.375000 Penalty: 3068.910156
	Iteration 12Q: 3 clusters Score -1439349 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1439496.875000 Penalty: 3068.910156
	Iteration 13Q: 3 clusters Score -1439497 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1439606.625000 Penalty: 3068.910156
	Iteration 14Q: 3 clusters Score -1439607 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1439676.625000 Penalty: 3068.910156
	Iteration 15Q: 3 clusters Score -1439677 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1439735.750000 Penalty: 3068.910156
	Iteration 16Q: 3 clusters Score -1439736 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1439783.125000 Penalty: 3068.910156
	Iteration 17Q: 3 clusters Score -1439783 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1439825.000000 Penalty: 3068.910156
	Iteration 18Q: 3 clusters Score -1439825 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1439856.625000 Penalty: 3068.910156
	Iteration 19Q: 3 clusters Score -1439857 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1439895.750000 Penalty: 3068.910156
	Iteration 20F: 3 clusters Score -1439896 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1439908.500000 Penalty: 3068.910156
	Iteration 21Q: 3 clusters Score -1439908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1439931.750000 Penalty: 3068.910156
	Iteration 22Q: 3 clusters Score -1439932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1439951.750000 Penalty: 3068.910156
	Iteration 23Q: 3 clusters Score -1439952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1439966.875000 Penalty: 3068.910156
	Iteration 24Q: 3 clusters Score -1439967 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1439981.000000 Penalty: 3068.910156
	Iteration 25Q: 3 clusters Score -1439981 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1439998.750000 Penalty: 3068.910156
	Iteration 26Q: 3 clusters Score -1439999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1440015.875000 Penalty: 3068.910156
	Iteration 27Q: 3 clusters Score -1440016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1440050.375000 Penalty: 3068.910156
	Iteration 28Q: 3 clusters Score -1440050 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1440083.500000 Penalty: 3068.910156
	Iteration 29Q: 3 clusters Score -1440084 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1440113.000000 Penalty: 3068.910156
	Iteration 30Q: 3 clusters Score -1440113 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1440151.500000 Penalty: 3068.910156
	Iteration 31Q: 3 clusters Score -1440152 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1440177.500000 Penalty: 3068.910156
	Iteration 32Q: 3 clusters Score -1440178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1440208.500000 Penalty: 3068.910156
	Iteration 33Q: 3 clusters Score -1440208 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1440232.500000 Penalty: 3068.910156
	Iteration 34Q: 3 clusters Score -1440232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1440252.125000 Penalty: 3068.910156
	Iteration 35Q: 3 clusters Score -1440252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1440277.125000 Penalty: 3068.910156
	Iteration 36Q: 3 clusters Score -1440277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1440298.250000 Penalty: 3068.910156
	Iteration 37Q: 3 clusters Score -1440298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1440311.500000 Penalty: 3068.910156
	Iteration 38Q: 3 clusters Score -1440312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1440334.125000 Penalty: 3068.910156
	Iteration 39Q: 3 clusters Score -1440334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1440347.750000 Penalty: 3068.910156
	Iteration 40F: 3 clusters Score -1440348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1440361.375000 Penalty: 3068.910156
	Iteration 41Q: 3 clusters Score -1440361 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1440382.125000 Penalty: 3068.910156
	Iteration 42Q: 3 clusters Score -1440382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1440395.500000 Penalty: 3068.910156
	Iteration 43Q: 3 clusters Score -1440396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1440411.875000 Penalty: 3068.910156
	Iteration 44Q: 3 clusters Score -1440412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1440426.750000 Penalty: 3068.910156
	Iteration 45Q: 3 clusters Score -1440427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1440437.125000 Penalty: 3068.910156
	Iteration 46Q: 3 clusters Score -1440437 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1440452.000000 Penalty: 3068.910156
	Iteration 47Q: 3 clusters Score -1440452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1440477.875000 Penalty: 3068.910156
	Iteration 48Q: 3 clusters Score -1440478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1440510.375000 Penalty: 3068.910156
	Iteration 49Q: 3 clusters Score -1440510 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1440539.750000 Penalty: 3068.910156
	Iteration 50Q: 3 clusters Score -1440540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1440562.125000 Penalty: 3068.910156
	Iteration 51Q: 3 clusters Score -1440562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1440591.250000 Penalty: 3068.910156
	Iteration 52Q: 3 clusters Score -1440591 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1440631.250000 Penalty: 3068.910156
	Iteration 53Q: 3 clusters Score -1440631 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1440664.250000 Penalty: 3068.910156
	Iteration 54Q: 3 clusters Score -1440664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1440699.875000 Penalty: 3068.910156
	Iteration 55Q: 3 clusters Score -1440700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1440737.625000 Penalty: 3068.910156
	Iteration 56Q: 3 clusters Score -1440738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1440763.375000 Penalty: 3068.910156
	Iteration 57Q: 3 clusters Score -1440763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1440783.125000 Penalty: 3068.910156
	Iteration 58Q: 3 clusters Score -1440783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1440799.000000 Penalty: 3068.910156
	Iteration 59Q: 3 clusters Score -1440799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1440807.125000 Penalty: 3068.910156
	Iteration 60F: 3 clusters Score -1440807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1440820.750000 Penalty: 3068.910156
	Iteration 61Q: 3 clusters Score -1440821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1440828.375000 Penalty: 3068.910156
	Iteration 62Q: 3 clusters Score -1440828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1440837.375000 Penalty: 3068.910156
	Iteration 63Q: 3 clusters Score -1440837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1440838.750000 Penalty: 3068.910156
	Iteration 64Q: 3 clusters Score -1440839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1440841.375000 Penalty: 3068.910156
	Iteration 65Q: 3 clusters Score -1440841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1440850.125000 Penalty: 3068.910156
	Iteration 66Q: 3 clusters Score -1440850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1440855.375000 Penalty: 3068.910156
	Iteration 67Q: 3 clusters Score -1440855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1440856.875000 Penalty: 3068.910156
	Iteration 68Q: 3 clusters Score -1440857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1440861.000000 Penalty: 3068.910156
	Iteration 69Q: 3 clusters Score -1440861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1440861.000000 Penalty: 3068.910156
	Iteration 70Q: 3 clusters Score -1440861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1440861.875000 Penalty: 3068.910156
	Iteration 71Q: 3 clusters Score -1440862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1440862.375000 Penalty: 3068.910156
	Iteration 72Q: 3 clusters Score -1440862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1440867.500000 Penalty: 3068.910156
	Iteration 73Q: 3 clusters Score -1440868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1440865.875000 Penalty: 3068.910156
	Iteration 74Q: 3 clusters Score -1440866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1440870.375000 Penalty: 3068.910156
	Iteration 75Q: 3 clusters Score -1440870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1440874.750000 Penalty: 3068.910156
	Iteration 76Q: 3 clusters Score -1440875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1440876.625000 Penalty: 3068.910156
	Iteration 77Q: 3 clusters Score -1440877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1440873.375000 Penalty: 3068.910156
	Iteration 78Q: 3 clusters Score -1440873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1440874.750000 Penalty: 3068.910156
	Iteration 79Q: 3 clusters Score -1440875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1440876.000000 Penalty: 3068.910156
	Iteration 80F: 3 clusters Score -1440876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1440875.250000 Penalty: 3068.910156
	Iteration 81Q: 3 clusters Score -1440875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1440875.500000 Penalty: 3068.910156
	Iteration 82Q: 3 clusters Score -1440876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1440876.500000 Penalty: 3068.910156
	Iteration 83Q: 3 clusters Score -1440876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1440878.000000 Penalty: 3068.910156
	Iteration 84Q: 3 clusters Score -1440878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1440877.000000 Penalty: 3068.910156
	Iteration 85Q: 3 clusters Score -1440877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1440876.625000 Penalty: 3068.910156
	Iteration 86Q: 3 clusters Score -1440877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1440875.875000 Penalty: 3068.910156
	Iteration 87Q: 3 clusters Score -1440876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1440878.000000 Penalty: 3068.910156
	Iteration 88Q: 3 clusters Score -1440878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1440884.625000 Penalty: 3068.910156
	Iteration 89Q: 3 clusters Score -1440885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1440883.750000 Penalty: 3068.910156
	Iteration 90Q: 3 clusters Score -1440884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1440883.625000 Penalty: 3068.910156
	Iteration 91Q: 3 clusters Score -1440884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1440884.625000 Penalty: 3068.910156
	Iteration 92Q: 3 clusters Score -1440885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1440887.125000 Penalty: 3068.910156
	Iteration 93Q: 3 clusters Score -1440887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1440888.500000 Penalty: 3068.910156
	Iteration 94Q: 3 clusters Score -1440888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1440889.375000 Penalty: 3068.910156
	Iteration 95Q: 3 clusters Score -1440889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1440888.250000 Penalty: 3068.910156
	Iteration 96Q: 3 clusters Score -1440888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1440888.000000 Penalty: 3068.910156
	Iteration 97Q: 3 clusters Score -1440888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1440889.750000 Penalty: 3068.910156
	Iteration 98Q: 3 clusters Score -1440890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1440892.500000 Penalty: 3068.910156
	Iteration 99Q: 3 clusters Score -1440892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1440892.500000 Penalty: 3068.910156
	Iteration 100F: 3 clusters Score -1440892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Entering Unmasked Estep 
Score: -4113159.000000 Penalty: 1702.550171
	Iteration 0F: 2 clusters Score -4113159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -4089351.000000 Penalty: 3405.100342
	Iteration 0F: 3 clusters Score -4089351 nChanged 16507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -4098439.500000 Penalty: 3405.100342
	Iteration 1F: 3 clusters Score -4098440 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4098808.750000 Penalty: 3405.100342
	Iteration 2Q: 3 clusters Score -4098809 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4099136.000000 Penalty: 3405.100342
	Iteration 3Q: 3 clusters Score -4099136 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -4099483.750000 Penalty: 3405.100342
	Iteration 4Q: 3 clusters Score -4099484 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4099877.500000 Penalty: 3405.100342
	Iteration 5Q: 3 clusters Score -4099878 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4100311.000000 Penalty: 3405.100342
	Iteration 6Q: 3 clusters Score -4100311 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4100892.750000 Penalty: 3405.100342
	Iteration 7Q: 3 clusters Score -4100893 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -4101732.500000 Penalty: 3405.100342
	Iteration 8Q: 3 clusters Score -4101732 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4102758.750000 Penalty: 3405.100342
	Iteration 9Q: 3 clusters Score -4102759 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -4103855.500000 Penalty: 3405.100342
	Iteration 10Q: 3 clusters Score -4103856 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -4105080.500000 Penalty: 3405.100342
	Iteration 11Q: 3 clusters Score -4105080 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -4106150.000000 Penalty: 3405.100342
	Iteration 12Q: 3 clusters Score -4106150 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -4106960.250000 Penalty: 3405.100342
	Iteration 13Q: 3 clusters Score -4106960 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -4107561.750000 Penalty: 3405.100342
	Iteration 14Q: 3 clusters Score -4107562 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4108053.750000 Penalty: 3405.100342
	Iteration 15Q: 3 clusters Score -4108054 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -4108520.750000 Penalty: 3405.100342
	Iteration 16Q: 3 clusters Score -4108521 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -4108932.250000 Penalty: 3405.100342
	Iteration 17Q: 3 clusters Score -4108932 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -4109303.250000 Penalty: 3405.100342
	Iteration 18Q: 3 clusters Score -4109303 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -4109675.750000 Penalty: 3405.100342
	Iteration 19Q: 3 clusters Score -4109676 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4109947.750000 Penalty: 3405.100342
	Iteration 20F: 3 clusters Score -4109948 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4110170.250000 Penalty: 3405.100342
	Iteration 21Q: 3 clusters Score -4110170 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -4110357.000000 Penalty: 3405.100342
	Iteration 22Q: 3 clusters Score -4110357 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4110541.000000 Penalty: 3405.100342
	Iteration 23Q: 3 clusters Score -4110541 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4110719.000000 Penalty: 3405.100342
	Iteration 24Q: 3 clusters Score -4110719 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4110867.750000 Penalty: 3405.100342
	Iteration 25Q: 3 clusters Score -4110868 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -4110998.500000 Penalty: 3405.100342
	Iteration 26Q: 3 clusters Score -4110998 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4111142.000000 Penalty: 3405.100342
	Iteration 27Q: 3 clusters Score -4111142 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -4111249.000000 Penalty: 3405.100342
	Iteration 28Q: 3 clusters Score -4111249 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4111348.500000 Penalty: 3405.100342
	Iteration 29Q: 3 clusters Score -4111348 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4111418.500000 Penalty: 3405.100342
	Iteration 30Q: 3 clusters Score -4111418 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4111461.250000 Penalty: 3405.100342
	Iteration 31Q: 3 clusters Score -4111461 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4111497.750000 Penalty: 3405.100342
	Iteration 32Q: 3 clusters Score -4111498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4111530.750000 Penalty: 3405.100342
	Iteration 33Q: 3 clusters Score -4111531 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4111573.250000 Penalty: 3405.100342
	Iteration 34Q: 3 clusters Score -4111573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -4111611.250000 Penalty: 3405.100342
	Iteration 35Q: 3 clusters Score -4111611 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4111634.500000 Penalty: 3405.100342
	Iteration 36Q: 3 clusters Score -4111634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4111662.250000 Penalty: 3405.100342
	Iteration 37Q: 3 clusters Score -4111662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4111678.250000 Penalty: 3405.100342
	Iteration 38Q: 3 clusters Score -4111678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4111703.250000 Penalty: 3405.100342
	Iteration 39Q: 3 clusters Score -4111703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -4111716.250000 Penalty: 3405.100342
	Iteration 40F: 3 clusters Score -4111716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4111725.000000 Penalty: 3405.100342
	Iteration 41Q: 3 clusters Score -4111725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -4111740.000000 Penalty: 3405.100342
	Iteration 42Q: 3 clusters Score -4111740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -4111748.250000 Penalty: 3405.100342
	Iteration 43Q: 3 clusters Score -4111748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -4111750.250000 Penalty: 3405.100342
	Iteration 44Q: 3 clusters Score -4111750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -4111762.750000 Penalty: 3405.100342
	Iteration 45Q: 3 clusters Score -4111763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -4111767.500000 Penalty: 3405.100342
	Iteration 46Q: 3 clusters Score -4111768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -4111774.750000 Penalty: 3405.100342
	Iteration 47Q: 3 clusters Score -4111775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -4111784.250000 Penalty: 3405.100342
	Iteration 48Q: 3 clusters Score -4111784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -4111788.000000 Penalty: 3405.100342
	Iteration 49Q: 3 clusters Score -4111788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4111790.250000 Penalty: 3405.100342
	Iteration 50Q: 3 clusters Score -4111790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4111789.250000 Penalty: 3405.100342
	Iteration 51Q: 3 clusters Score -4111789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4111789.250000 Penalty: 3405.100342
	Iteration 52F: 3 clusters Score -4111789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (109767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109767 members 
Entering Unmasked Estep 
Score: -12830465.000000 Penalty: 1885.993774
	Iteration 0F: 2 clusters Score -1.283046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -12761092.000000 Penalty: 3771.987549
	Iteration 0F: 3 clusters Score -1.276109e+07 nChanged 52417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -12791479.000000 Penalty: 3771.987549
	Iteration 1F: 3 clusters Score -1.279148e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -12792057.000000 Penalty: 3771.987549
	Iteration 2Q: 3 clusters Score -1.279206e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -12792707.000000 Penalty: 3771.987549
	Iteration 3Q: 3 clusters Score -1.279271e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -12793686.000000 Penalty: 3771.987549
	Iteration 4Q: 3 clusters Score -1.279369e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -12795004.000000 Penalty: 3771.987549
	Iteration 5Q: 3 clusters Score -1.2795e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -12797143.000000 Penalty: 3771.987549
	Iteration 6Q: 3 clusters Score -1.279714e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -12800482.000000 Penalty: 3771.987549
	Iteration 7F: 3 clusters Score -1.280048e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -12805484.000000 Penalty: 3771.987549
	Iteration 8F: 3 clusters Score -1.280548e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -12810285.000000 Penalty: 3771.987549
	Iteration 9F: 3 clusters Score -1.281028e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -12812796.000000 Penalty: 3771.987549
	Iteration 10F: 3 clusters Score -1.28128e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -12813407.000000 Penalty: 3771.987549
	Iteration 11Q: 3 clusters Score -1.281341e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -12813628.000000 Penalty: 3771.987549
	Iteration 12Q: 3 clusters Score -1.281363e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -12813742.000000 Penalty: 3771.987549
	Iteration 13Q: 3 clusters Score -1.281374e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -12813965.000000 Penalty: 3771.987549
	Iteration 14Q: 3 clusters Score -1.281396e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -12814093.000000 Penalty: 3771.987549
	Iteration 15Q: 3 clusters Score -1.281409e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 78674 members 
Entering Unmasked Estep 
Score: -12814233.000000 Penalty: 3771.987549
	Iteration 16Q: 3 clusters Score -1.281423e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -12814401.000000 Penalty: 3771.987549
	Iteration 17Q: 3 clusters Score -1.28144e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -12814625.000000 Penalty: 3771.987549
	Iteration 18Q: 3 clusters Score -1.281462e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -12814852.000000 Penalty: 3771.987549
	Iteration 19Q: 3 clusters Score -1.281485e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
Score: -12815061.000000 Penalty: 3771.987549
	Iteration 20F: 3 clusters Score -1.281506e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -12815311.000000 Penalty: 3771.987549
	Iteration 21Q: 3 clusters Score -1.281531e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -12815529.000000 Penalty: 3771.987549
	Iteration 22Q: 3 clusters Score -1.281553e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -12815826.000000 Penalty: 3771.987549
	Iteration 23Q: 3 clusters Score -1.281583e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -12816093.000000 Penalty: 3771.987549
	Iteration 24Q: 3 clusters Score -1.281609e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -12816380.000000 Penalty: 3771.987549
	Iteration 25Q: 3 clusters Score -1.281638e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -12816634.000000 Penalty: 3771.987549
	Iteration 26Q: 3 clusters Score -1.281663e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -12817018.000000 Penalty: 3771.987549
	Iteration 27Q: 3 clusters Score -1.281702e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -12817388.000000 Penalty: 3771.987549
	Iteration 28Q: 3 clusters Score -1.281739e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 90128 members 
Entering Unmasked Estep 
Score: -12817837.000000 Penalty: 3771.987549
	Iteration 29Q: 3 clusters Score -1.281784e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -12818249.000000 Penalty: 3771.987549
	Iteration 30Q: 3 clusters Score -1.281825e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
Score: -12818738.000000 Penalty: 3771.987549
	Iteration 31Q: 3 clusters Score -1.281874e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 93303 members 
Entering Unmasked Estep 
Score: -12819172.000000 Penalty: 3771.987549
	Iteration 32Q: 3 clusters Score -1.281917e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 94410 members 
Entering Unmasked Estep 
Score: -12819648.000000 Penalty: 3771.987549
	Iteration 33Q: 3 clusters Score -1.281965e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -12820195.000000 Penalty: 3771.987549
	Iteration 34Q: 3 clusters Score -1.28202e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 96686 members 
Entering Unmasked Estep 
Score: -12820833.000000 Penalty: 3771.987549
	Iteration 35Q: 3 clusters Score -1.282083e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 97854 members 
Entering Unmasked Estep 
Score: -12821513.000000 Penalty: 3771.987549
	Iteration 36Q: 3 clusters Score -1.282151e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -12822183.000000 Penalty: 3771.987549
	Iteration 37Q: 3 clusters Score -1.282218e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 100179 members 
Entering Unmasked Estep 
Score: -12822942.000000 Penalty: 3771.987549
	Iteration 38Q: 3 clusters Score -1.282294e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
Score: -12824039.000000 Penalty: 3771.987549
	Iteration 39Q: 3 clusters Score -1.282404e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -12824986.000000 Penalty: 3771.987549
	Iteration 40F: 3 clusters Score -1.282499e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -12825920.000000 Penalty: 3771.987549
	Iteration 41Q: 3 clusters Score -1.282592e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 104488 members 
Entering Unmasked Estep 
Score: -12826730.000000 Penalty: 3771.987549
	Iteration 42Q: 3 clusters Score -1.282673e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 105403 members 
Entering Unmasked Estep 
Score: -12827403.000000 Penalty: 3771.987549
	Iteration 43Q: 3 clusters Score -1.28274e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -12827929.000000 Penalty: 3771.987549
	Iteration 44Q: 3 clusters Score -1.282793e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -12828323.000000 Penalty: 3771.987549
	Iteration 45Q: 3 clusters Score -1.282832e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 107390 members 
Entering Unmasked Estep 
Score: -12828678.000000 Penalty: 3771.987549
	Iteration 46Q: 3 clusters Score -1.282868e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -12828875.000000 Penalty: 3771.987549
	Iteration 47Q: 3 clusters Score -1.282888e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 108078 members 
Entering Unmasked Estep 
Score: -12829056.000000 Penalty: 3771.987549
	Iteration 48Q: 3 clusters Score -1.282906e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -12829132.000000 Penalty: 3771.987549
	Iteration 49Q: 3 clusters Score -1.282913e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -12829175.000000 Penalty: 3771.987549
	Iteration 50Q: 3 clusters Score -1.282918e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -12829231.000000 Penalty: 3771.987549
	Iteration 51Q: 3 clusters Score -1.282923e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -12829307.000000 Penalty: 3771.987549
	Iteration 52Q: 3 clusters Score -1.282931e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -12829320.000000 Penalty: 3771.987549
	Iteration 53Q: 3 clusters Score -1.282932e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 108722 members 
Entering Unmasked Estep 
Score: -12829318.000000 Penalty: 3771.987549
	Iteration 54Q: 3 clusters Score -1.282932e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 108755 members 
Entering Unmasked Estep 
Score: -12829322.000000 Penalty: 3771.987549
	Iteration 55Q: 3 clusters Score -1.282932e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -12829319.000000 Penalty: 3771.987549
	Iteration 56Q: 3 clusters Score -1.282932e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -12829326.000000 Penalty: 3771.987549
	Iteration 57Q: 3 clusters Score -1.282933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 108787 members 
Entering Unmasked Estep 
Score: -12829333.000000 Penalty: 3771.987549
	Iteration 58Q: 3 clusters Score -1.282933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 108795 members 
Entering Unmasked Estep 
Score: -12829341.000000 Penalty: 3771.987549
	Iteration 59Q: 3 clusters Score -1.282934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -12829363.000000 Penalty: 3771.987549
	Iteration 60F: 3 clusters Score -1.282936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 108813 members 
Entering Unmasked Estep 
Score: -12829354.000000 Penalty: 3771.987549
	Iteration 61Q: 3 clusters Score -1.282935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 108815 members 
Entering Unmasked Estep 
Score: -12829391.000000 Penalty: 3771.987549
	Iteration 62Q: 3 clusters Score -1.282939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -12829388.000000 Penalty: 3771.987549
	Iteration 63Q: 3 clusters Score -1.282939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -12829386.000000 Penalty: 3771.987549
	Iteration 64Q: 3 clusters Score -1.282939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -12829389.000000 Penalty: 3771.987549
	Iteration 65Q: 3 clusters Score -1.282939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 108812 members 
Entering Unmasked Estep 
Score: -12829389.000000 Penalty: 3771.987549
	Iteration 66Q: 3 clusters Score -1.282939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -12829389.000000 Penalty: 3771.987549
	Iteration 67Q: 3 clusters Score -1.282939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -12829388.000000 Penalty: 3771.987549
	Iteration 68Q: 3 clusters Score -1.282939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -12829415.000000 Penalty: 3771.987549
	Iteration 69Q: 3 clusters Score -1.282942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -12829413.000000 Penalty: 3771.987549
	Iteration 70Q: 3 clusters Score -1.282941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 108808 members 
Entering Unmasked Estep 
Score: -12829419.000000 Penalty: 3771.987549
	Iteration 71Q: 3 clusters Score -1.282942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -12829427.000000 Penalty: 3771.987549
	Iteration 72Q: 3 clusters Score -1.282943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 108801 members 
Entering Unmasked Estep 
Score: -12829437.000000 Penalty: 3771.987549
	Iteration 73Q: 3 clusters Score -1.282944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 108802 members 
Entering Unmasked Estep 
Score: -12829440.000000 Penalty: 3771.987549
	Iteration 74Q: 3 clusters Score -1.282944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 108802 members 
Entering Unmasked Estep 
Score: -12829451.000000 Penalty: 3771.987549
	Iteration 75Q: 3 clusters Score -1.282945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -12829461.000000 Penalty: 3771.987549
	Iteration 76Q: 3 clusters Score -1.282946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 108802 members 
Entering Unmasked Estep 
Score: -12829456.000000 Penalty: 3771.987549
	Iteration 77Q: 3 clusters Score -1.282946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 108797 members 
Entering Unmasked Estep 
Score: -12829471.000000 Penalty: 3771.987549
	Iteration 78Q: 3 clusters Score -1.282947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 108792 members 
Entering Unmasked Estep 
Score: -12829482.000000 Penalty: 3771.987549
	Iteration 79Q: 3 clusters Score -1.282948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 108789 members 
Entering Unmasked Estep 
Score: -12829488.000000 Penalty: 3771.987549
	Iteration 80F: 3 clusters Score -1.282949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 108785 members 
Entering Unmasked Estep 
Score: -12829510.000000 Penalty: 3771.987549
	Iteration 81Q: 3 clusters Score -1.282951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 108782 members 
Entering Unmasked Estep 
Score: -12829505.000000 Penalty: 3771.987549
	Iteration 82Q: 3 clusters Score -1.28295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 108777 members 
Entering Unmasked Estep 
Score: -12829516.000000 Penalty: 3771.987549
	Iteration 83Q: 3 clusters Score -1.282952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -12829517.000000 Penalty: 3771.987549
	Iteration 84Q: 3 clusters Score -1.282952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 108777 members 
Entering Unmasked Estep 
Score: -12829522.000000 Penalty: 3771.987549
	Iteration 85Q: 3 clusters Score -1.282952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 108774 members 
Entering Unmasked Estep 
Score: -12829524.000000 Penalty: 3771.987549
	Iteration 86Q: 3 clusters Score -1.282952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 108771 members 
Entering Unmasked Estep 
Score: -12829524.000000 Penalty: 3771.987549
	Iteration 87Q: 3 clusters Score -1.282952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 108769 members 
Entering Unmasked Estep 
Score: -12829519.000000 Penalty: 3771.987549
	Iteration 88Q: 3 clusters Score -1.282952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 108766 members 
Entering Unmasked Estep 
Score: -12829519.000000 Penalty: 3771.987549
	Iteration 89Q: 3 clusters Score -1.282952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 108768 members 
Entering Unmasked Estep 
Score: -12829514.000000 Penalty: 3771.987549
	Iteration 90Q: 3 clusters Score -1.282951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 108770 members 
Entering Unmasked Estep 
Score: -12829516.000000 Penalty: 3771.987549
	Iteration 91Q: 3 clusters Score -1.282952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 108772 members 
Entering Unmasked Estep 
Score: -12829514.000000 Penalty: 3771.987549
	Iteration 92Q: 3 clusters Score -1.282951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -12829509.000000 Penalty: 3771.987549
	Iteration 93Q: 3 clusters Score -1.282951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -12829516.000000 Penalty: 3771.987549
	Iteration 94Q: 3 clusters Score -1.282952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 108774 members 
Entering Unmasked Estep 
Score: -12829509.000000 Penalty: 3771.987549
	Iteration 95Q: 3 clusters Score -1.282951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 108770 members 
Entering Unmasked Estep 
Score: -12829512.000000 Penalty: 3771.987549
	Iteration 96Q: 3 clusters Score -1.282951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -12829530.000000 Penalty: 3771.987549
	Iteration 97Q: 3 clusters Score -1.282953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 108765 members 
Entering Unmasked Estep 
Score: -12829535.000000 Penalty: 3771.987549
	Iteration 98Q: 3 clusters Score -1.282954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 108762 members 
Entering Unmasked Estep 
Score: -12829543.000000 Penalty: 3771.987549
	Iteration 99Q: 3 clusters Score -1.282954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 108765 members 
Entering Unmasked Estep 
Score: -12829534.000000 Penalty: 3771.987549
	Iteration 100F: 3 clusters Score -1.282953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 108769 members 
Entering Unmasked Estep 
Score: -12829537.000000 Penalty: 3771.987549
	Iteration 101Q: 3 clusters Score -1.282954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 108769 members 
Entering Unmasked Estep 
Score: -12829533.000000 Penalty: 3771.987549
	Iteration 102Q: 3 clusters Score -1.282953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 108773 members 
Entering Unmasked Estep 
Score: -12829543.000000 Penalty: 3771.987549
	Iteration 103Q: 3 clusters Score -1.282954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -12829541.000000 Penalty: 3771.987549
	Iteration 104Q: 3 clusters Score -1.282954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 108777 members 
Entering Unmasked Estep 
Score: -12829546.000000 Penalty: 3771.987549
	Iteration 105Q: 3 clusters Score -1.282955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -12829541.000000 Penalty: 3771.987549
	Iteration 106Q: 3 clusters Score -1.282954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -12829537.000000 Penalty: 3771.987549
	Iteration 107Q: 3 clusters Score -1.282954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -12829540.000000 Penalty: 3771.987549
	Iteration 108Q: 3 clusters Score -1.282954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 108780 members 
Entering Unmasked Estep 
Score: -12829536.000000 Penalty: 3771.987549
	Iteration 109Q: 3 clusters Score -1.282954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 108783 members 
Entering Unmasked Estep 
Score: -12829535.000000 Penalty: 3771.987549
	Iteration 110Q: 3 clusters Score -1.282954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 108782 members 
Entering Unmasked Estep 
Score: -12829535.000000 Penalty: 3771.987549
	Iteration 111Q: 3 clusters Score -1.282954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 108781 members 
Entering Unmasked Estep 
Score: -12829542.000000 Penalty: 3771.987549
	Iteration 112Q: 3 clusters Score -1.282954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 108781 members 
Entering Unmasked Estep 
Score: -12829542.000000 Penalty: 3771.987549
	Iteration 113F: 3 clusters Score -1.282954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (92851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Entering Unmasked Estep 
Score: -10863652.000000 Penalty: 1858.797119
	Iteration 0F: 2 clusters Score -1.086365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -10803929.000000 Penalty: 3717.594238
	Iteration 0F: 3 clusters Score -1.080393e+07 nChanged 44247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -10829822.000000 Penalty: 3717.594238
	Iteration 1F: 3 clusters Score -1.082982e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -10830406.000000 Penalty: 3717.594238
	Iteration 2Q: 3 clusters Score -1.083041e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -10831175.000000 Penalty: 3717.594238
	Iteration 3Q: 3 clusters Score -1.083118e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -10832261.000000 Penalty: 3717.594238
	Iteration 4Q: 3 clusters Score -1.083226e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -10833878.000000 Penalty: 3717.594238
	Iteration 5Q: 3 clusters Score -1.083388e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -10836616.000000 Penalty: 3717.594238
	Iteration 6F: 3 clusters Score -1.083662e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -10841309.000000 Penalty: 3717.594238
	Iteration 7F: 3 clusters Score -1.084131e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -10847678.000000 Penalty: 3717.594238
	Iteration 8F: 3 clusters Score -1.084768e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -10853495.000000 Penalty: 3717.594238
	Iteration 9F: 3 clusters Score -1.08535e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -10857179.000000 Penalty: 3717.594238
	Iteration 10Q: 3 clusters Score -1.085718e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -10859338.000000 Penalty: 3717.594238
	Iteration 11Q: 3 clusters Score -1.085934e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89481 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -10860482.000000 Penalty: 3717.594238
	Iteration 12Q: 3 clusters Score -1.086048e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90436 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -10861108.000000 Penalty: 3717.594238
	Iteration 13Q: 3 clusters Score -1.086111e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91064 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -10861423.000000 Penalty: 3717.594238
	Iteration 14Q: 3 clusters Score -1.086142e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91496 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -10861658.000000 Penalty: 3717.594238
	Iteration 15Q: 3 clusters Score -1.086166e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91800 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10861809.000000 Penalty: 3717.594238
	Iteration 16Q: 3 clusters Score -1.086181e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10861912.000000 Penalty: 3717.594238
	Iteration 17Q: 3 clusters Score -1.086191e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92106 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10861989.000000 Penalty: 3717.594238
	Iteration 18Q: 3 clusters Score -1.086199e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92198 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10862033.000000 Penalty: 3717.594238
	Iteration 19Q: 3 clusters Score -1.086203e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92266 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10862070.000000 Penalty: 3717.594238
	Iteration 20F: 3 clusters Score -1.086207e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10862102.000000 Penalty: 3717.594238
	Iteration 21Q: 3 clusters Score -1.08621e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92339 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10862110.000000 Penalty: 3717.594238
	Iteration 22Q: 3 clusters Score -1.086211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10862115.000000 Penalty: 3717.594238
	Iteration 23Q: 3 clusters Score -1.086212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10862139.000000 Penalty: 3717.594238
	Iteration 24Q: 3 clusters Score -1.086214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10862160.000000 Penalty: 3717.594238
	Iteration 25Q: 3 clusters Score -1.086216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10862161.000000 Penalty: 3717.594238
	Iteration 26Q: 3 clusters Score -1.086216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10862165.000000 Penalty: 3717.594238
	Iteration 27Q: 3 clusters Score -1.086216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10862169.000000 Penalty: 3717.594238
	Iteration 28Q: 3 clusters Score -1.086217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10862179.000000 Penalty: 3717.594238
	Iteration 29Q: 3 clusters Score -1.086218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92426 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10862170.000000 Penalty: 3717.594238
	Iteration 30Q: 3 clusters Score -1.086217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92428 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10862166.000000 Penalty: 3717.594238
	Iteration 31Q: 3 clusters Score -1.086217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92428 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10862166.000000 Penalty: 3717.594238
	Iteration 32F: 3 clusters Score -1.086217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Entering Unmasked Estep 
Score: -667805.000000 Penalty: 1420.953369
	Iteration 0F: 2 clusters Score -667805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -663087.187500 Penalty: 2841.906738
	Iteration 0F: 3 clusters Score -663087.2 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -664755.625000 Penalty: 2841.906738
	Iteration 1F: 3 clusters Score -664755.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -665263.375000 Penalty: 2841.906738
	Iteration 2F: 3 clusters Score -665263.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -665815.000000 Penalty: 2841.906738
	Iteration 3F: 3 clusters Score -665815 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -666281.500000 Penalty: 2841.906738
	Iteration 4F: 3 clusters Score -666281.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -666626.812500 Penalty: 2841.906738
	Iteration 5F: 3 clusters Score -666626.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -666835.875000 Penalty: 2841.906738
	Iteration 6Q: 3 clusters Score -666835.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -666960.687500 Penalty: 2841.906738
	Iteration 7Q: 3 clusters Score -666960.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -667022.687500 Penalty: 2841.906738
	Iteration 8Q: 3 clusters Score -667022.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -667058.000000 Penalty: 2841.906738
	Iteration 9Q: 3 clusters Score -667058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -667074.500000 Penalty: 2841.906738
	Iteration 10Q: 3 clusters Score -667074.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -667089.750000 Penalty: 2841.906738
	Iteration 11Q: 3 clusters Score -667089.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -667105.000000 Penalty: 2841.906738
	Iteration 12Q: 3 clusters Score -667105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -667116.937500 Penalty: 2841.906738
	Iteration 13Q: 3 clusters Score -667116.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -667129.312500 Penalty: 2841.906738
	Iteration 14Q: 3 clusters Score -667129.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -667143.062500 Penalty: 2841.906738
	Iteration 15Q: 3 clusters Score -667143.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -667158.500000 Penalty: 2841.906738
	Iteration 16Q: 3 clusters Score -667158.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -667173.562500 Penalty: 2841.906738
	Iteration 17Q: 3 clusters Score -667173.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -667184.687500 Penalty: 2841.906738
	Iteration 18Q: 3 clusters Score -667184.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -667197.312500 Penalty: 2841.906738
	Iteration 19Q: 3 clusters Score -667197.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -667201.187500 Penalty: 2841.906738
	Iteration 20F: 3 clusters Score -667201.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -667206.750000 Penalty: 2841.906738
	Iteration 21Q: 3 clusters Score -667206.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -667208.437500 Penalty: 2841.906738
	Iteration 22Q: 3 clusters Score -667208.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -667212.750000 Penalty: 2841.906738
	Iteration 23Q: 3 clusters Score -667212.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -667215.187500 Penalty: 2841.906738
	Iteration 24Q: 3 clusters Score -667215.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -667218.312500 Penalty: 2841.906738
	Iteration 25Q: 3 clusters Score -667218.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -667219.250000 Penalty: 2841.906738
	Iteration 26Q: 3 clusters Score -667219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -667218.000000 Penalty: 2841.906738
	Iteration 27Q: 3 clusters Score -667218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -667220.062500 Penalty: 2841.906738
	Iteration 28Q: 3 clusters Score -667220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -667220.625000 Penalty: 2841.906738
	Iteration 29Q: 3 clusters Score -667220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -667221.625000 Penalty: 2841.906738
	Iteration 30Q: 3 clusters Score -667221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -667221.687500 Penalty: 2841.906738
	Iteration 31Q: 3 clusters Score -667221.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -667221.687500 Penalty: 2841.906738
	Iteration 32F: 3 clusters Score -667221.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Entering Unmasked Estep 
Score: -1700497.875000 Penalty: 1557.674561
	Iteration 0F: 2 clusters Score -1700498 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 7314 members 
Entering Unmasked Estep 
Score: -1690319.625000 Penalty: 3115.349121
	Iteration 0F: 3 clusters Score -1690320 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1693798.125000 Penalty: 3115.349121
	Iteration 1F: 3 clusters Score -1693798 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1694067.000000 Penalty: 3115.349121
	Iteration 2F: 3 clusters Score -1694067 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1694304.250000 Penalty: 3115.349121
	Iteration 3Q: 3 clusters Score -1694304 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1694531.500000 Penalty: 3115.349121
	Iteration 4Q: 3 clusters Score -1694532 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1694764.000000 Penalty: 3115.349121
	Iteration 5Q: 3 clusters Score -1694764 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1694982.000000 Penalty: 3115.349121
	Iteration 6Q: 3 clusters Score -1694982 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1695262.500000 Penalty: 3115.349121
	Iteration 7Q: 3 clusters Score -1695262 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1695593.250000 Penalty: 3115.349121
	Iteration 8Q: 3 clusters Score -1695593 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1696015.250000 Penalty: 3115.349121
	Iteration 9Q: 3 clusters Score -1696015 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1696372.625000 Penalty: 3115.349121
	Iteration 10Q: 3 clusters Score -1696373 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1696709.500000 Penalty: 3115.349121
	Iteration 11Q: 3 clusters Score -1696710 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1697031.000000 Penalty: 3115.349121
	Iteration 12Q: 3 clusters Score -1697031 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1697252.875000 Penalty: 3115.349121
	Iteration 13Q: 3 clusters Score -1697253 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1697360.875000 Penalty: 3115.349121
	Iteration 14Q: 3 clusters Score -1697361 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1697451.375000 Penalty: 3115.349121
	Iteration 15Q: 3 clusters Score -1697451 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1697511.250000 Penalty: 3115.349121
	Iteration 16Q: 3 clusters Score -1697511 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1697548.875000 Penalty: 3115.349121
	Iteration 17Q: 3 clusters Score -1697549 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1697581.125000 Penalty: 3115.349121
	Iteration 18Q: 3 clusters Score -1697581 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1697607.750000 Penalty: 3115.349121
	Iteration 19Q: 3 clusters Score -1697608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1697637.000000 Penalty: 3115.349121
	Iteration 20F: 3 clusters Score -1697637 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1697676.625000 Penalty: 3115.349121
	Iteration 21Q: 3 clusters Score -1697677 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1697713.875000 Penalty: 3115.349121
	Iteration 22Q: 3 clusters Score -1697714 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1697746.250000 Penalty: 3115.349121
	Iteration 23Q: 3 clusters Score -1697746 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1697785.500000 Penalty: 3115.349121
	Iteration 24Q: 3 clusters Score -1697786 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1697827.750000 Penalty: 3115.349121
	Iteration 25Q: 3 clusters Score -1697828 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1697858.000000 Penalty: 3115.349121
	Iteration 26Q: 3 clusters Score -1697858 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1697898.625000 Penalty: 3115.349121
	Iteration 27Q: 3 clusters Score -1697899 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1697926.875000 Penalty: 3115.349121
	Iteration 28Q: 3 clusters Score -1697927 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1697957.500000 Penalty: 3115.349121
	Iteration 29Q: 3 clusters Score -1697958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1697976.875000 Penalty: 3115.349121
	Iteration 30Q: 3 clusters Score -1697977 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1697997.000000 Penalty: 3115.349121
	Iteration 31Q: 3 clusters Score -1697997 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1698005.875000 Penalty: 3115.349121
	Iteration 32Q: 3 clusters Score -1698006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1698024.375000 Penalty: 3115.349121
	Iteration 33Q: 3 clusters Score -1698024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1698034.750000 Penalty: 3115.349121
	Iteration 34Q: 3 clusters Score -1698035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1698041.500000 Penalty: 3115.349121
	Iteration 35Q: 3 clusters Score -1698042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1698051.125000 Penalty: 3115.349121
	Iteration 36Q: 3 clusters Score -1698051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1698054.125000 Penalty: 3115.349121
	Iteration 37Q: 3 clusters Score -1698054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1698057.250000 Penalty: 3115.349121
	Iteration 38Q: 3 clusters Score -1698057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1698061.875000 Penalty: 3115.349121
	Iteration 39Q: 3 clusters Score -1698062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1698063.875000 Penalty: 3115.349121
	Iteration 40F: 3 clusters Score -1698064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1698069.500000 Penalty: 3115.349121
	Iteration 41Q: 3 clusters Score -1698070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1698070.750000 Penalty: 3115.349121
	Iteration 42Q: 3 clusters Score -1698071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1698072.875000 Penalty: 3115.349121
	Iteration 43Q: 3 clusters Score -1698073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1698072.875000 Penalty: 3115.349121
	Iteration 44Q: 3 clusters Score -1698073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1698075.250000 Penalty: 3115.349121
	Iteration 45Q: 3 clusters Score -1698075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1698076.875000 Penalty: 3115.349121
	Iteration 46Q: 3 clusters Score -1698077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1698074.625000 Penalty: 3115.349121
	Iteration 47Q: 3 clusters Score -1698075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1698080.375000 Penalty: 3115.349121
	Iteration 48Q: 3 clusters Score -1698080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1698079.000000 Penalty: 3115.349121
	Iteration 49Q: 3 clusters Score -1698079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1698080.500000 Penalty: 3115.349121
	Iteration 50Q: 3 clusters Score -1698080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1698080.500000 Penalty: 3115.349121
	Iteration 51Q: 3 clusters Score -1698080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1698081.750000 Penalty: 3115.349121
	Iteration 52Q: 3 clusters Score -1698082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1698077.625000 Penalty: 3115.349121
	Iteration 53Q: 3 clusters Score -1698078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1698081.875000 Penalty: 3115.349121
	Iteration 54Q: 3 clusters Score -1698082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1698085.375000 Penalty: 3115.349121
	Iteration 55Q: 3 clusters Score -1698085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1698088.250000 Penalty: 3115.349121
	Iteration 56Q: 3 clusters Score -1698088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1698091.000000 Penalty: 3115.349121
	Iteration 57Q: 3 clusters Score -1698091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1698092.375000 Penalty: 3115.349121
	Iteration 58Q: 3 clusters Score -1698092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1698091.500000 Penalty: 3115.349121
	Iteration 59Q: 3 clusters Score -1698092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1698090.875000 Penalty: 3115.349121
	Iteration 60F: 3 clusters Score -1698091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1698089.000000 Penalty: 3115.349121
	Iteration 61Q: 3 clusters Score -1698089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1698092.250000 Penalty: 3115.349121
	Iteration 62Q: 3 clusters Score -1698092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1698091.625000 Penalty: 3115.349121
	Iteration 63Q: 3 clusters Score -1698092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1698095.750000 Penalty: 3115.349121
	Iteration 64Q: 3 clusters Score -1698096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1698094.000000 Penalty: 3115.349121
	Iteration 65Q: 3 clusters Score -1698094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1698095.000000 Penalty: 3115.349121
	Iteration 66Q: 3 clusters Score -1698095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1698095.500000 Penalty: 3115.349121
	Iteration 67Q: 3 clusters Score -1698096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1698094.875000 Penalty: 3115.349121
	Iteration 68Q: 3 clusters Score -1698095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1698094.875000 Penalty: 3115.349121
	Iteration 69F: 3 clusters Score -1698095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -304432.406250 Penalty: 1280.200195
	Iteration 0F: 2 clusters Score -304432.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -301903.312500 Penalty: 2560.400391
	Iteration 0F: 3 clusters Score -301903.3 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -302440.875000 Penalty: 2560.400391
	Iteration 1F: 3 clusters Score -302440.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -302574.781250 Penalty: 2560.400391
	Iteration 2F: 3 clusters Score -302574.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -302663.968750 Penalty: 2560.400391
	Iteration 3F: 3 clusters Score -302664 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -302743.781250 Penalty: 2560.400391
	Iteration 4Q: 3 clusters Score -302743.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -302825.218750 Penalty: 2560.400391
	Iteration 5Q: 3 clusters Score -302825.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -302892.250000 Penalty: 2560.400391
	Iteration 6Q: 3 clusters Score -302892.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -302946.187500 Penalty: 2560.400391
	Iteration 7Q: 3 clusters Score -302946.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -303002.625000 Penalty: 2560.400391
	Iteration 8Q: 3 clusters Score -303002.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -303050.562500 Penalty: 2560.400391
	Iteration 9Q: 3 clusters Score -303050.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -303101.343750 Penalty: 2560.400391
	Iteration 10Q: 3 clusters Score -303101.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -303141.750000 Penalty: 2560.400391
	Iteration 11Q: 3 clusters Score -303141.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -303178.562500 Penalty: 2560.400391
	Iteration 12Q: 3 clusters Score -303178.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -303203.750000 Penalty: 2560.400391
	Iteration 13Q: 3 clusters Score -303203.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -303219.406250 Penalty: 2560.400391
	Iteration 14Q: 3 clusters Score -303219.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -303229.468750 Penalty: 2560.400391
	Iteration 15Q: 3 clusters Score -303229.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -303243.500000 Penalty: 2560.400391
	Iteration 16Q: 3 clusters Score -303243.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -303256.437500 Penalty: 2560.400391
	Iteration 17Q: 3 clusters Score -303256.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -303268.531250 Penalty: 2560.400391
	Iteration 18Q: 3 clusters Score -303268.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -303274.718750 Penalty: 2560.400391
	Iteration 19Q: 3 clusters Score -303274.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -303280.718750 Penalty: 2560.400391
	Iteration 20F: 3 clusters Score -303280.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -303283.875000 Penalty: 2560.400391
	Iteration 21Q: 3 clusters Score -303283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -303285.375000 Penalty: 2560.400391
	Iteration 22Q: 3 clusters Score -303285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -303286.625000 Penalty: 2560.400391
	Iteration 23Q: 3 clusters Score -303286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -303286.593750 Penalty: 2560.400391
	Iteration 24Q: 3 clusters Score -303286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -303286.593750 Penalty: 2560.400391
	Iteration 25F: 3 clusters Score -303286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -43657.976562 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -43657.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42772.074219 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -42772.07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43108.593750 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -43108.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43284.074219 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -43284.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43362.851562 Penalty: 1981.143066
	Iteration 3F: 3 clusters Score -43362.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43395.582031 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -43395.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43404.027344 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -43404.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43407.242188 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -43407.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43407.242188 Penalty: 1981.143066
	Iteration 7F: 3 clusters Score -43407.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -11671.138672 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -11671.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11139.071289 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -11139.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11210.140625 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -11210.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11254.584961 Penalty: 1612.924561
	Iteration 2F: 3 clusters Score -11254.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11284.083984 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -11284.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -11306.778320 Penalty: 1612.924561
	Iteration 4Q: 3 clusters Score -11306.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -11321.384766 Penalty: 1612.924561
	Iteration 5Q: 3 clusters Score -11321.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -11332.318359 Penalty: 1612.924561
	Iteration 6Q: 3 clusters Score -11332.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -11332.318359 Penalty: 1612.924561
	Iteration 7F: 3 clusters Score -11332.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -115171.859375 Penalty: 1123.158936
	Iteration 0F: 2 clusters Score -115171.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -113710.867188 Penalty: 2246.317871
	Iteration 0F: 3 clusters Score -113710.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113948.554688 Penalty: 2246.317871
	Iteration 1F: 3 clusters Score -113948.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114018.460938 Penalty: 2246.317871
	Iteration 2F: 3 clusters Score -114018.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114054.281250 Penalty: 2246.317871
	Iteration 3Q: 3 clusters Score -114054.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -114076.312500 Penalty: 2246.317871
	Iteration 4Q: 3 clusters Score -114076.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114091.390625 Penalty: 2246.317871
	Iteration 5Q: 3 clusters Score -114091.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114097.000000 Penalty: 2246.317871
	Iteration 6Q: 3 clusters Score -114097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114098.414062 Penalty: 2246.317871
	Iteration 7Q: 3 clusters Score -114098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114099.273438 Penalty: 2246.317871
	Iteration 8Q: 3 clusters Score -114099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -114099.273438 Penalty: 2246.317871
	Iteration 9F: 3 clusters Score -114099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28369 members 
Mstep: Class 4 contains 134325 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 110663 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11046 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28502 members 
Mstep: Class 15 contains 29970 members 
Mstep: Class 16 contains 18904 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27280 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35498 members 
Mstep: Class 21 contains 109767 members 
Mstep: Class 22 contains 92851 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14555 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207424.000000 Penalty: 61608.199219
Iteration 319Q: 29 clusters Score -8.620742e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28368 members 
Mstep: Class 4 contains 134323 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 110663 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11046 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28501 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18904 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27274 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35497 members 
Mstep: Class 21 contains 109769 members 
Mstep: Class 22 contains 92857 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 14557 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207392.000000 Penalty: 61608.199219
Iteration 320F: 29 clusters Score -8.620739e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28368 members 
Mstep: Class 4 contains 134328 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 110660 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2988 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11044 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28502 members 
Mstep: Class 15 contains 29970 members 
Mstep: Class 16 contains 18904 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27267 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35496 members 
Mstep: Class 21 contains 109772 members 
Mstep: Class 22 contains 92861 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14556 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207368.000000 Penalty: 61608.199219
Iteration 321Q: 29 clusters Score -8.620737e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28369 members 
Mstep: Class 4 contains 134330 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 110654 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11044 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28502 members 
Mstep: Class 15 contains 29970 members 
Mstep: Class 16 contains 18903 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27260 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35497 members 
Mstep: Class 21 contains 109774 members 
Mstep: Class 22 contains 92871 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14555 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207304.000000 Penalty: 61608.199219
Iteration 322Q: 29 clusters Score -8.62073e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 28369 members 
Mstep: Class 4 contains 134334 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 110649 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11042 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28501 members 
Mstep: Class 15 contains 29970 members 
Mstep: Class 16 contains 18903 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27252 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35498 members 
Mstep: Class 21 contains 109775 members 
Mstep: Class 22 contains 92884 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14553 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207288.000000 Penalty: 61608.199219
Iteration 323Q: 29 clusters Score -8.620729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28369 members 
Mstep: Class 4 contains 134336 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 110644 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11041 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28502 members 
Mstep: Class 15 contains 29970 members 
Mstep: Class 16 contains 18902 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27250 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35498 members 
Mstep: Class 21 contains 109776 members 
Mstep: Class 22 contains 92892 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207240.000000 Penalty: 61608.199219
Iteration 324Q: 29 clusters Score -8.620724e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28367 members 
Mstep: Class 4 contains 134337 members 
Mstep: Class 5 contains 4757 members 
Mstep: Class 6 contains 110641 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 11039 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28503 members 
Mstep: Class 15 contains 29970 members 
Mstep: Class 16 contains 18902 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27248 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35499 members 
Mstep: Class 21 contains 109778 members 
Mstep: Class 22 contains 92899 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207288.000000 Penalty: 61608.199219
Iteration 325Q: 29 clusters Score -8.620729e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28366 members 
Mstep: Class 4 contains 134340 members 
Mstep: Class 5 contains 4758 members 
Mstep: Class 6 contains 110635 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 11037 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28504 members 
Mstep: Class 15 contains 29970 members 
Mstep: Class 16 contains 18901 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27241 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 35500 members 
Mstep: Class 21 contains 109778 members 
Mstep: Class 22 contains 92911 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207328.000000 Penalty: 61608.199219
Iteration 326Q: 29 clusters Score -8.620733e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28364 members 
Mstep: Class 4 contains 134341 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110637 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 11033 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28505 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18901 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27231 members 
Mstep: Class 19 contains 12616 members 
Mstep: Class 20 contains 35499 members 
Mstep: Class 21 contains 109779 members 
Mstep: Class 22 contains 92923 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14554 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207352.000000 Penalty: 61608.199219
Iteration 327Q: 29 clusters Score -8.620735e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28362 members 
Mstep: Class 4 contains 134342 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110643 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 11032 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28506 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18902 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27219 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35499 members 
Mstep: Class 21 contains 109779 members 
Mstep: Class 22 contains 92930 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14553 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207312.000000 Penalty: 61608.199219
Iteration 328Q: 29 clusters Score -8.620731e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28361 members 
Mstep: Class 4 contains 134343 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110648 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 11032 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28508 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18900 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27207 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35500 members 
Mstep: Class 21 contains 109781 members 
Mstep: Class 22 contains 92931 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14553 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207320.000000 Penalty: 61608.199219
Iteration 329Q: 29 clusters Score -8.620732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 28361 members 
Mstep: Class 4 contains 134343 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110650 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4774 members 
Mstep: Class 11 contains 11032 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28508 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18899 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27200 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35499 members 
Mstep: Class 21 contains 109781 members 
Mstep: Class 22 contains 92934 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14553 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207296.000000 Penalty: 61608.199219
Iteration 330Q: 29 clusters Score -8.62073e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28361 members 
Mstep: Class 4 contains 134350 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110656 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11032 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28507 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18899 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27191 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35499 members 
Mstep: Class 21 contains 109779 members 
Mstep: Class 22 contains 92933 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14553 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207280.000000 Penalty: 61608.199219
Iteration 331Q: 29 clusters Score -8.620728e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134353 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110667 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11029 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28507 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18899 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27185 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35499 members 
Mstep: Class 21 contains 109780 members 
Mstep: Class 22 contains 92930 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14553 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207288.000000 Penalty: 61608.199219
Iteration 332Q: 29 clusters Score -8.620729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134354 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110672 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11026 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28508 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18899 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27182 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35501 members 
Mstep: Class 21 contains 109777 members 
Mstep: Class 22 contains 92929 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207248.000000 Penalty: 61608.199219
Iteration 333Q: 29 clusters Score -8.620725e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28359 members 
Mstep: Class 4 contains 134355 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110679 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11025 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28508 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18900 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27176 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35503 members 
Mstep: Class 21 contains 109775 members 
Mstep: Class 22 contains 92929 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207280.000000 Penalty: 61608.199219
Iteration 334Q: 29 clusters Score -8.620728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28359 members 
Mstep: Class 4 contains 134353 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110682 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11025 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28508 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18900 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27174 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35504 members 
Mstep: Class 21 contains 109773 members 
Mstep: Class 22 contains 92932 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207272.000000 Penalty: 61608.199219
Iteration 335Q: 29 clusters Score -8.620727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28359 members 
Mstep: Class 4 contains 134353 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110684 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11025 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28508 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18900 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27170 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35504 members 
Mstep: Class 21 contains 109774 members 
Mstep: Class 22 contains 92933 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207256.000000 Penalty: 61608.199219
Iteration 336Q: 29 clusters Score -8.620726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28359 members 
Mstep: Class 4 contains 134353 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110691 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11024 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28508 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18899 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27165 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35504 members 
Mstep: Class 21 contains 109773 members 
Mstep: Class 22 contains 92934 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207264.000000 Penalty: 61608.199219
Iteration 337Q: 29 clusters Score -8.620726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134352 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110697 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11024 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28508 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18896 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27164 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35504 members 
Mstep: Class 21 contains 109772 members 
Mstep: Class 22 contains 92934 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207312.000000 Penalty: 61608.199219
Iteration 338Q: 29 clusters Score -8.620731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134353 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110705 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11024 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28509 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18895 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27160 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 35504 members 
Mstep: Class 21 contains 109769 members 
Mstep: Class 22 contains 92933 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207296.000000 Penalty: 61608.199219
Iteration 339Q: 29 clusters Score -8.62073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134353 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110707 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 11024 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28509 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18893 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27158 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 35504 members 
Mstep: Class 21 contains 109769 members 
Mstep: Class 22 contains 92933 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207280.000000 Penalty: 61608.199219
Iteration 340F: 29 clusters Score -8.620728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134353 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110708 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11024 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28509 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18893 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27156 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 35504 members 
Mstep: Class 21 contains 109768 members 
Mstep: Class 22 contains 92932 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207272.000000 Penalty: 61608.199219
Iteration 341Q: 29 clusters Score -8.620727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134355 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110713 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11023 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28509 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18893 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27158 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 35504 members 
Mstep: Class 21 contains 109764 members 
Mstep: Class 22 contains 92930 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207248.000000 Penalty: 61608.199219
Iteration 342Q: 29 clusters Score -8.620725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134355 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110716 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11022 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28509 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18893 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27158 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 35505 members 
Mstep: Class 21 contains 109760 members 
Mstep: Class 22 contains 92930 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207256.000000 Penalty: 61608.199219
Iteration 343Q: 29 clusters Score -8.620726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134355 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110717 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11023 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28509 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18893 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27158 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 35505 members 
Mstep: Class 21 contains 109759 members 
Mstep: Class 22 contains 92929 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207264.000000 Penalty: 61608.199219
Iteration 344Q: 29 clusters Score -8.620726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134355 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110718 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11023 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28509 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18892 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27158 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 35505 members 
Mstep: Class 21 contains 109759 members 
Mstep: Class 22 contains 92929 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207280.000000 Penalty: 61608.199219
Iteration 345Q: 29 clusters Score -8.620728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 28360 members 
Mstep: Class 4 contains 134355 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 110718 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 11023 members 
Mstep: Class 12 contains 159 members 
Mstep: Class 13 contains 4403 members 
Mstep: Class 14 contains 28509 members 
Mstep: Class 15 contains 29969 members 
Mstep: Class 16 contains 18892 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 27158 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 35505 members 
Mstep: Class 21 contains 109759 members 
Mstep: Class 22 contains 92929 members 
Mstep: Class 23 contains 6274 members 
Mstep: Class 24 contains 14552 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 444 members 
Mstep: Class 27 contains 143 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207280.000000 Penalty: 61608.199219
Iteration 346F: 29 clusters Score -8.620728e+07 nChanged 0
Entering ConstructFrom: 
Score: -86207280.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (67885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Entering Unmasked Estep 
Score: -7907176.500000 Penalty: 1807.905151
	Iteration 0F: 2 clusters Score -7907176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -7861909.500000 Penalty: 3615.810303
	Iteration 0F: 3 clusters Score -7861910 nChanged 32127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -7880494.500000 Penalty: 3615.810303
	Iteration 1F: 3 clusters Score -7880494 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -7881097.500000 Penalty: 3615.810303
	Iteration 2Q: 3 clusters Score -7881098 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -7881912.500000 Penalty: 3615.810303
	Iteration 3Q: 3 clusters Score -7881912 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -7883014.500000 Penalty: 3615.810303
	Iteration 4Q: 3 clusters Score -7883014 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -7884695.000000 Penalty: 3615.810303
	Iteration 5Q: 3 clusters Score -7884695 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -7887114.000000 Penalty: 3615.810303
	Iteration 6F: 3 clusters Score -7887114 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -7890366.000000 Penalty: 3615.810303
	Iteration 7F: 3 clusters Score -7890366 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -7893891.000000 Penalty: 3615.810303
	Iteration 8F: 3 clusters Score -7893891 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -7896997.500000 Penalty: 3615.810303
	Iteration 9F: 3 clusters Score -7896998 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -7899267.500000 Penalty: 3615.810303
	Iteration 10Q: 3 clusters Score -7899268 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -7900832.000000 Penalty: 3615.810303
	Iteration 11Q: 3 clusters Score -7900832 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -7902002.000000 Penalty: 3615.810303
	Iteration 12Q: 3 clusters Score -7902002 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -7903039.000000 Penalty: 3615.810303
	Iteration 13Q: 3 clusters Score -7903039 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7903873.000000 Penalty: 3615.810303
	Iteration 14Q: 3 clusters Score -7903873 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7904615.500000 Penalty: 3615.810303
	Iteration 15Q: 3 clusters Score -7904616 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7905209.000000 Penalty: 3615.810303
	Iteration 16Q: 3 clusters Score -7905209 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7905632.500000 Penalty: 3615.810303
	Iteration 17Q: 3 clusters Score -7905632 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7905940.000000 Penalty: 3615.810303
	Iteration 18Q: 3 clusters Score -7905940 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7906061.000000 Penalty: 3615.810303
	Iteration 19Q: 3 clusters Score -7906061 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7906153.000000 Penalty: 3615.810303
	Iteration 20F: 3 clusters Score -7906153 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7906160.500000 Penalty: 3615.810303
	Iteration 21Q: 3 clusters Score -7906160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7906188.000000 Penalty: 3615.810303
	Iteration 22Q: 3 clusters Score -7906188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66810 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7906197.500000 Penalty: 3615.810303
	Iteration 23Q: 3 clusters Score -7906198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7906190.500000 Penalty: 3615.810303
	Iteration 24Q: 3 clusters Score -7906190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7906194.000000 Penalty: 3615.810303
	Iteration 25Q: 3 clusters Score -7906194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7906203.000000 Penalty: 3615.810303
	Iteration 26Q: 3 clusters Score -7906203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7906206.500000 Penalty: 3615.810303
	Iteration 27Q: 3 clusters Score -7906206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7906200.000000 Penalty: 3615.810303
	Iteration 28Q: 3 clusters Score -7906200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7906200.000000 Penalty: 3615.810303
	Iteration 29F: 3 clusters Score -7906200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Entering Unmasked Estep 
Score: -346305.406250 Penalty: 1307.772339
	Iteration 0F: 2 clusters Score -346305.4 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 1600 members 
Entering Unmasked Estep 
Score: -343529.156250 Penalty: 2615.544678
	Iteration 0F: 3 clusters Score -343529.2 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -344227.812500 Penalty: 2615.544678
	Iteration 1F: 3 clusters Score -344227.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -344412.312500 Penalty: 2615.544678
	Iteration 2F: 3 clusters Score -344412.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -344534.562500 Penalty: 2615.544678
	Iteration 3F: 3 clusters Score -344534.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -344626.718750 Penalty: 2615.544678
	Iteration 4Q: 3 clusters Score -344626.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -344698.187500 Penalty: 2615.544678
	Iteration 5Q: 3 clusters Score -344698.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -344749.187500 Penalty: 2615.544678
	Iteration 6Q: 3 clusters Score -344749.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -344789.218750 Penalty: 2615.544678
	Iteration 7Q: 3 clusters Score -344789.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -344822.906250 Penalty: 2615.544678
	Iteration 8Q: 3 clusters Score -344822.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -344849.312500 Penalty: 2615.544678
	Iteration 9Q: 3 clusters Score -344849.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -344868.531250 Penalty: 2615.544678
	Iteration 10Q: 3 clusters Score -344868.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -344880.343750 Penalty: 2615.544678
	Iteration 11Q: 3 clusters Score -344880.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -344898.343750 Penalty: 2615.544678
	Iteration 12Q: 3 clusters Score -344898.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -344923.750000 Penalty: 2615.544678
	Iteration 13Q: 3 clusters Score -344923.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -344953.875000 Penalty: 2615.544678
	Iteration 14Q: 3 clusters Score -344953.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -344977.406250 Penalty: 2615.544678
	Iteration 15Q: 3 clusters Score -344977.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -344992.468750 Penalty: 2615.544678
	Iteration 16Q: 3 clusters Score -344992.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -344999.968750 Penalty: 2615.544678
	Iteration 17Q: 3 clusters Score -345000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -345006.593750 Penalty: 2615.544678
	Iteration 18Q: 3 clusters Score -345006.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -345011.687500 Penalty: 2615.544678
	Iteration 19Q: 3 clusters Score -345011.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -345017.187500 Penalty: 2615.544678
	Iteration 20F: 3 clusters Score -345017.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -345023.843750 Penalty: 2615.544678
	Iteration 21Q: 3 clusters Score -345023.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -345030.625000 Penalty: 2615.544678
	Iteration 22Q: 3 clusters Score -345030.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -345035.593750 Penalty: 2615.544678
	Iteration 23Q: 3 clusters Score -345035.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -345043.375000 Penalty: 2615.544678
	Iteration 24Q: 3 clusters Score -345043.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -345048.031250 Penalty: 2615.544678
	Iteration 25Q: 3 clusters Score -345048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -345052.562500 Penalty: 2615.544678
	Iteration 26Q: 3 clusters Score -345052.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -345056.218750 Penalty: 2615.544678
	Iteration 27Q: 3 clusters Score -345056.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -345060.312500 Penalty: 2615.544678
	Iteration 28Q: 3 clusters Score -345060.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -345062.343750 Penalty: 2615.544678
	Iteration 29Q: 3 clusters Score -345062.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -345062.312500 Penalty: 2615.544678
	Iteration 30Q: 3 clusters Score -345062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -345063.437500 Penalty: 2615.544678
	Iteration 31Q: 3 clusters Score -345063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -345064.625000 Penalty: 2615.544678
	Iteration 32Q: 3 clusters Score -345064.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -345066.593750 Penalty: 2615.544678
	Iteration 33Q: 3 clusters Score -345066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -345067.375000 Penalty: 2615.544678
	Iteration 34Q: 3 clusters Score -345067.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -345069.843750 Penalty: 2615.544678
	Iteration 35Q: 3 clusters Score -345069.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -345073.500000 Penalty: 2615.544678
	Iteration 36Q: 3 clusters Score -345073.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -345076.000000 Penalty: 2615.544678
	Iteration 37Q: 3 clusters Score -345076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -345077.375000 Penalty: 2615.544678
	Iteration 38Q: 3 clusters Score -345077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -345078.125000 Penalty: 2615.544678
	Iteration 39Q: 3 clusters Score -345078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -345078.250000 Penalty: 2615.544678
	Iteration 40F: 3 clusters Score -345078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -345079.093750 Penalty: 2615.544678
	Iteration 41Q: 3 clusters Score -345079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -345079.468750 Penalty: 2615.544678
	Iteration 42Q: 3 clusters Score -345079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -345079.781250 Penalty: 2615.544678
	Iteration 43Q: 3 clusters Score -345079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -345079.781250 Penalty: 2615.544678
	Iteration 44F: 3 clusters Score -345079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Entering Unmasked Estep 
Score: -3310669.750000 Penalty: 1666.069458
	Iteration 0F: 2 clusters Score -3310670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3291633.000000 Penalty: 3332.138916
	Iteration 0F: 3 clusters Score -3291633 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3298672.250000 Penalty: 3332.138916
	Iteration 1F: 3 clusters Score -3298672 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3299001.250000 Penalty: 3332.138916
	Iteration 2Q: 3 clusters Score -3299001 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3299368.250000 Penalty: 3332.138916
	Iteration 3Q: 3 clusters Score -3299368 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3299806.750000 Penalty: 3332.138916
	Iteration 4Q: 3 clusters Score -3299807 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3300421.500000 Penalty: 3332.138916
	Iteration 5Q: 3 clusters Score -3300422 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3301339.000000 Penalty: 3332.138916
	Iteration 6F: 3 clusters Score -3301339 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3302702.000000 Penalty: 3332.138916
	Iteration 7F: 3 clusters Score -3302702 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3304498.250000 Penalty: 3332.138916
	Iteration 8F: 3 clusters Score -3304498 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3306258.000000 Penalty: 3332.138916
	Iteration 9F: 3 clusters Score -3306258 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3307636.000000 Penalty: 3332.138916
	Iteration 10F: 3 clusters Score -3307636 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3308486.500000 Penalty: 3332.138916
	Iteration 11Q: 3 clusters Score -3308486 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3308873.250000 Penalty: 3332.138916
	Iteration 12Q: 3 clusters Score -3308873 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3309018.750000 Penalty: 3332.138916
	Iteration 13Q: 3 clusters Score -3309019 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3309086.500000 Penalty: 3332.138916
	Iteration 14Q: 3 clusters Score -3309086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3309121.750000 Penalty: 3332.138916
	Iteration 15Q: 3 clusters Score -3309122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3309141.250000 Penalty: 3332.138916
	Iteration 16Q: 3 clusters Score -3309141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3309157.250000 Penalty: 3332.138916
	Iteration 17Q: 3 clusters Score -3309157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3309172.250000 Penalty: 3332.138916
	Iteration 18Q: 3 clusters Score -3309172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3309189.500000 Penalty: 3332.138916
	Iteration 19Q: 3 clusters Score -3309190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3309200.500000 Penalty: 3332.138916
	Iteration 20F: 3 clusters Score -3309200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3309211.000000 Penalty: 3332.138916
	Iteration 21Q: 3 clusters Score -3309211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3309211.500000 Penalty: 3332.138916
	Iteration 22Q: 3 clusters Score -3309212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3309213.750000 Penalty: 3332.138916
	Iteration 23Q: 3 clusters Score -3309214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3309213.750000 Penalty: 3332.138916
	Iteration 24F: 3 clusters Score -3309214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (134355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134355 members 
Entering Unmasked Estep 
Score: -15446649.000000 Penalty: 1918.839111
	Iteration 0F: 2 clusters Score -1.544665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67249 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -15362202.000000 Penalty: 3837.678223
	Iteration 0F: 3 clusters Score -1.53622e+07 nChanged 64670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -15399466.000000 Penalty: 3837.678223
	Iteration 1F: 3 clusters Score -1.539947e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 66398 members 
Entering Unmasked Estep 
Score: -15399968.000000 Penalty: 3837.678223
	Iteration 2Q: 3 clusters Score -1.539997e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -15400543.000000 Penalty: 3837.678223
	Iteration 3Q: 3 clusters Score -1.540054e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -15401053.000000 Penalty: 3837.678223
	Iteration 4Q: 3 clusters Score -1.540105e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -15401728.000000 Penalty: 3837.678223
	Iteration 5Q: 3 clusters Score -1.540173e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -15402450.000000 Penalty: 3837.678223
	Iteration 6Q: 3 clusters Score -1.540245e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -15403849.000000 Penalty: 3837.678223
	Iteration 7Q: 3 clusters Score -1.540385e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -15406061.000000 Penalty: 3837.678223
	Iteration 8Q: 3 clusters Score -1.540606e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87445 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -15410092.000000 Penalty: 3837.678223
	Iteration 9F: 3 clusters Score -1.541009e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -15416321.000000 Penalty: 3837.678223
	Iteration 10F: 3 clusters Score -1.541632e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106057 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -15424082.000000 Penalty: 3837.678223
	Iteration 11F: 3 clusters Score -1.542408e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -15431415.000000 Penalty: 3837.678223
	Iteration 12F: 3 clusters Score -1.543142e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122399 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -15436737.000000 Penalty: 3837.678223
	Iteration 13F: 3 clusters Score -1.543674e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127304 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -15440291.000000 Penalty: 3837.678223
	Iteration 14Q: 3 clusters Score -1.544029e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130366 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -15442337.000000 Penalty: 3837.678223
	Iteration 15Q: 3 clusters Score -1.544234e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132186 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -15443487.000000 Penalty: 3837.678223
	Iteration 16Q: 3 clusters Score -1.544349e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133171 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -15444218.000000 Penalty: 3837.678223
	Iteration 17Q: 3 clusters Score -1.544422e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15444593.000000 Penalty: 3837.678223
	Iteration 18Q: 3 clusters Score -1.544459e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133912 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15444781.000000 Penalty: 3837.678223
	Iteration 19Q: 3 clusters Score -1.544478e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134019 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15444873.000000 Penalty: 3837.678223
	Iteration 20F: 3 clusters Score -1.544487e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134073 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15444933.000000 Penalty: 3837.678223
	Iteration 21Q: 3 clusters Score -1.544493e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134098 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15444979.000000 Penalty: 3837.678223
	Iteration 22Q: 3 clusters Score -1.544498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134111 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15444987.000000 Penalty: 3837.678223
	Iteration 23Q: 3 clusters Score -1.544499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134117 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15445009.000000 Penalty: 3837.678223
	Iteration 24Q: 3 clusters Score -1.544501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134120 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15445007.000000 Penalty: 3837.678223
	Iteration 25Q: 3 clusters Score -1.544501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134123 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15445020.000000 Penalty: 3837.678223
	Iteration 26Q: 3 clusters Score -1.544502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134127 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15445007.000000 Penalty: 3837.678223
	Iteration 27Q: 3 clusters Score -1.544501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134129 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15445028.000000 Penalty: 3837.678223
	Iteration 28Q: 3 clusters Score -1.544503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134133 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15445022.000000 Penalty: 3837.678223
	Iteration 29Q: 3 clusters Score -1.544502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15445028.000000 Penalty: 3837.678223
	Iteration 30Q: 3 clusters Score -1.544503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134134 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15445021.000000 Penalty: 3837.678223
	Iteration 31Q: 3 clusters Score -1.544502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15445023.000000 Penalty: 3837.678223
	Iteration 32Q: 3 clusters Score -1.544502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134135 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15445023.000000 Penalty: 3837.678223
	Iteration 33F: 3 clusters Score -1.544502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Entering Unmasked Estep 
Score: -554828.750000 Penalty: 1376.050537
	Iteration 0F: 2 clusters Score -554828.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -550962.750000 Penalty: 2752.101074
	Iteration 0F: 3 clusters Score -550962.8 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -551951.500000 Penalty: 2752.101074
	Iteration 1F: 3 clusters Score -551951.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -552096.812500 Penalty: 2752.101074
	Iteration 2F: 3 clusters Score -552096.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -552205.125000 Penalty: 2752.101074
	Iteration 3Q: 3 clusters Score -552205.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -552283.750000 Penalty: 2752.101074
	Iteration 4Q: 3 clusters Score -552283.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -552350.750000 Penalty: 2752.101074
	Iteration 5Q: 3 clusters Score -552350.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -552411.187500 Penalty: 2752.101074
	Iteration 6Q: 3 clusters Score -552411.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -552463.937500 Penalty: 2752.101074
	Iteration 7Q: 3 clusters Score -552463.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -552513.562500 Penalty: 2752.101074
	Iteration 8Q: 3 clusters Score -552513.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -552567.000000 Penalty: 2752.101074
	Iteration 9Q: 3 clusters Score -552567 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -552625.000000 Penalty: 2752.101074
	Iteration 10Q: 3 clusters Score -552625 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -552677.562500 Penalty: 2752.101074
	Iteration 11Q: 3 clusters Score -552677.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -552720.750000 Penalty: 2752.101074
	Iteration 12Q: 3 clusters Score -552720.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -552769.250000 Penalty: 2752.101074
	Iteration 13Q: 3 clusters Score -552769.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -552824.375000 Penalty: 2752.101074
	Iteration 14Q: 3 clusters Score -552824.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -552883.187500 Penalty: 2752.101074
	Iteration 15Q: 3 clusters Score -552883.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -552955.437500 Penalty: 2752.101074
	Iteration 16Q: 3 clusters Score -552955.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -553028.500000 Penalty: 2752.101074
	Iteration 17Q: 3 clusters Score -553028.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -553092.937500 Penalty: 2752.101074
	Iteration 18Q: 3 clusters Score -553092.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -553145.750000 Penalty: 2752.101074
	Iteration 19Q: 3 clusters Score -553145.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -553194.812500 Penalty: 2752.101074
	Iteration 20F: 3 clusters Score -553194.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -553236.562500 Penalty: 2752.101074
	Iteration 21Q: 3 clusters Score -553236.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -553277.812500 Penalty: 2752.101074
	Iteration 22Q: 3 clusters Score -553277.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -553317.937500 Penalty: 2752.101074
	Iteration 23Q: 3 clusters Score -553317.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -553350.250000 Penalty: 2752.101074
	Iteration 24Q: 3 clusters Score -553350.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -553375.250000 Penalty: 2752.101074
	Iteration 25Q: 3 clusters Score -553375.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -553395.875000 Penalty: 2752.101074
	Iteration 26Q: 3 clusters Score -553395.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -553416.812500 Penalty: 2752.101074
	Iteration 27Q: 3 clusters Score -553416.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -553434.375000 Penalty: 2752.101074
	Iteration 28Q: 3 clusters Score -553434.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -553452.625000 Penalty: 2752.101074
	Iteration 29Q: 3 clusters Score -553452.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -553465.937500 Penalty: 2752.101074
	Iteration 30Q: 3 clusters Score -553465.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -553475.937500 Penalty: 2752.101074
	Iteration 31Q: 3 clusters Score -553475.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -553493.062500 Penalty: 2752.101074
	Iteration 32Q: 3 clusters Score -553493.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -553512.687500 Penalty: 2752.101074
	Iteration 33Q: 3 clusters Score -553512.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -553530.187500 Penalty: 2752.101074
	Iteration 34Q: 3 clusters Score -553530.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -553545.062500 Penalty: 2752.101074
	Iteration 35Q: 3 clusters Score -553545.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -553559.562500 Penalty: 2752.101074
	Iteration 36Q: 3 clusters Score -553559.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -553568.187500 Penalty: 2752.101074
	Iteration 37Q: 3 clusters Score -553568.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -553576.187500 Penalty: 2752.101074
	Iteration 38Q: 3 clusters Score -553576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -553581.312500 Penalty: 2752.101074
	Iteration 39Q: 3 clusters Score -553581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -553587.625000 Penalty: 2752.101074
	Iteration 40F: 3 clusters Score -553587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -553588.687500 Penalty: 2752.101074
	Iteration 41Q: 3 clusters Score -553588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -553590.250000 Penalty: 2752.101074
	Iteration 42Q: 3 clusters Score -553590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -553592.750000 Penalty: 2752.101074
	Iteration 43Q: 3 clusters Score -553592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -553594.187500 Penalty: 2752.101074
	Iteration 44Q: 3 clusters Score -553594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -553594.750000 Penalty: 2752.101074
	Iteration 45Q: 3 clusters Score -553594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -553594.750000 Penalty: 2752.101074
	Iteration 46Q: 3 clusters Score -553594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -553595.250000 Penalty: 2752.101074
	Iteration 47Q: 3 clusters Score -553595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -553596.687500 Penalty: 2752.101074
	Iteration 48Q: 3 clusters Score -553596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -553597.750000 Penalty: 2752.101074
	Iteration 49Q: 3 clusters Score -553597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -553598.500000 Penalty: 2752.101074
	Iteration 50Q: 3 clusters Score -553598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -553599.687500 Penalty: 2752.101074
	Iteration 51Q: 3 clusters Score -553599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -553600.062500 Penalty: 2752.101074
	Iteration 52Q: 3 clusters Score -553600.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -553601.187500 Penalty: 2752.101074
	Iteration 53Q: 3 clusters Score -553601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -553601.187500 Penalty: 2752.101074
	Iteration 54F: 3 clusters Score -553601.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (110718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Entering Unmasked Estep 
Score: -12982703.000000 Penalty: 1887.395508
	Iteration 0F: 2 clusters Score -1.29827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -12913574.000000 Penalty: 3774.791016
	Iteration 0F: 3 clusters Score -1.291357e+07 nChanged 52919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -12944377.000000 Penalty: 3774.791016
	Iteration 1F: 3 clusters Score -1.294438e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -12945110.000000 Penalty: 3774.791016
	Iteration 2Q: 3 clusters Score -1.294511e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -12945876.000000 Penalty: 3774.791016
	Iteration 3Q: 3 clusters Score -1.294588e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -12946853.000000 Penalty: 3774.791016
	Iteration 4Q: 3 clusters Score -1.294685e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -12948442.000000 Penalty: 3774.791016
	Iteration 5Q: 3 clusters Score -1.294844e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -12950889.000000 Penalty: 3774.791016
	Iteration 6Q: 3 clusters Score -1.295089e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -12954480.000000 Penalty: 3774.791016
	Iteration 7F: 3 clusters Score -1.295448e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -12959780.000000 Penalty: 3774.791016
	Iteration 8F: 3 clusters Score -1.295978e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -12965817.000000 Penalty: 3774.791016
	Iteration 9F: 3 clusters Score -1.296582e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -12971201.000000 Penalty: 3774.791016
	Iteration 10F: 3 clusters Score -1.29712e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -12974822.000000 Penalty: 3774.791016
	Iteration 11Q: 3 clusters Score -1.297482e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102385 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -12977408.000000 Penalty: 3774.791016
	Iteration 12Q: 3 clusters Score -1.297741e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -12978956.000000 Penalty: 3774.791016
	Iteration 13Q: 3 clusters Score -1.297896e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107208 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -12979934.000000 Penalty: 3774.791016
	Iteration 14Q: 3 clusters Score -1.297993e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108604 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -12980474.000000 Penalty: 3774.791016
	Iteration 15Q: 3 clusters Score -1.298047e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109464 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12980827.000000 Penalty: 3774.791016
	Iteration 16Q: 3 clusters Score -1.298083e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109953 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12980952.000000 Penalty: 3774.791016
	Iteration 17Q: 3 clusters Score -1.298095e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110196 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12981038.000000 Penalty: 3774.791016
	Iteration 18Q: 3 clusters Score -1.298104e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110308 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12981138.000000 Penalty: 3774.791016
	Iteration 19Q: 3 clusters Score -1.298114e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110351 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12981163.000000 Penalty: 3774.791016
	Iteration 20F: 3 clusters Score -1.298116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110379 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12981186.000000 Penalty: 3774.791016
	Iteration 21Q: 3 clusters Score -1.298119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110398 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12981188.000000 Penalty: 3774.791016
	Iteration 22Q: 3 clusters Score -1.298119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110414 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12981184.000000 Penalty: 3774.791016
	Iteration 23Q: 3 clusters Score -1.298118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110425 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -12981199.000000 Penalty: 3774.791016
	Iteration 24Q: 3 clusters Score -1.29812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110432 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12981203.000000 Penalty: 3774.791016
	Iteration 25Q: 3 clusters Score -1.29812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110439 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12981205.000000 Penalty: 3774.791016
	Iteration 26Q: 3 clusters Score -1.29812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12981200.000000 Penalty: 3774.791016
	Iteration 27Q: 3 clusters Score -1.29812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12981192.000000 Penalty: 3774.791016
	Iteration 28Q: 3 clusters Score -1.298119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12981192.000000 Penalty: 3774.791016
	Iteration 29Q: 3 clusters Score -1.298119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -12981195.000000 Penalty: 3774.791016
	Iteration 30Q: 3 clusters Score -1.29812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110455 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12981192.000000 Penalty: 3774.791016
	Iteration 31Q: 3 clusters Score -1.298119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110454 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12981184.000000 Penalty: 3774.791016
	Iteration 32Q: 3 clusters Score -1.298118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110453 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12981197.000000 Penalty: 3774.791016
	Iteration 33Q: 3 clusters Score -1.29812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110454 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12981194.000000 Penalty: 3774.791016
	Iteration 34Q: 3 clusters Score -1.298119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110454 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12981194.000000 Penalty: 3774.791016
	Iteration 35F: 3 clusters Score -1.298119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -36765.492188 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -36765.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35857.480469 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -35857.48 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35997.003906 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -35997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36046.058594 Penalty: 1920.126953
	Iteration 2Q: 3 clusters Score -36046.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36093.156250 Penalty: 1920.126953
	Iteration 3Q: 3 clusters Score -36093.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36130.914062 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -36130.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36181.394531 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -36181.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36218.832031 Penalty: 1920.126953
	Iteration 6Q: 3 clusters Score -36218.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36240.000000 Penalty: 1920.126953
	Iteration 7Q: 3 clusters Score -36240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36267.300781 Penalty: 1920.126953
	Iteration 8Q: 3 clusters Score -36267.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36279.312500 Penalty: 1920.126953
	Iteration 9Q: 3 clusters Score -36279.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36284.296875 Penalty: 1920.126953
	Iteration 10Q: 3 clusters Score -36284.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36284.296875 Penalty: 1920.126953
	Iteration 11F: 3 clusters Score -36284.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -340964.906250 Penalty: 1299.729492
	Iteration 0F: 2 clusters Score -340964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -338244.093750 Penalty: 2599.458984
	Iteration 0F: 3 clusters Score -338244.1 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -338910.312500 Penalty: 2599.458984
	Iteration 1F: 3 clusters Score -338910.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -339105.312500 Penalty: 2599.458984
	Iteration 2F: 3 clusters Score -339105.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -339219.187500 Penalty: 2599.458984
	Iteration 3F: 3 clusters Score -339219.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -339299.656250 Penalty: 2599.458984
	Iteration 4Q: 3 clusters Score -339299.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -339375.906250 Penalty: 2599.458984
	Iteration 5Q: 3 clusters Score -339375.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -339450.562500 Penalty: 2599.458984
	Iteration 6Q: 3 clusters Score -339450.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -339507.781250 Penalty: 2599.458984
	Iteration 7Q: 3 clusters Score -339507.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -339553.031250 Penalty: 2599.458984
	Iteration 8Q: 3 clusters Score -339553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -339588.343750 Penalty: 2599.458984
	Iteration 9Q: 3 clusters Score -339588.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -339615.312500 Penalty: 2599.458984
	Iteration 10Q: 3 clusters Score -339615.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -339636.906250 Penalty: 2599.458984
	Iteration 11Q: 3 clusters Score -339636.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -339654.250000 Penalty: 2599.458984
	Iteration 12Q: 3 clusters Score -339654.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -339665.718750 Penalty: 2599.458984
	Iteration 13Q: 3 clusters Score -339665.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -339674.312500 Penalty: 2599.458984
	Iteration 14Q: 3 clusters Score -339674.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -339687.312500 Penalty: 2599.458984
	Iteration 15Q: 3 clusters Score -339687.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -339697.781250 Penalty: 2599.458984
	Iteration 16Q: 3 clusters Score -339697.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -339703.250000 Penalty: 2599.458984
	Iteration 17Q: 3 clusters Score -339703.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -339705.500000 Penalty: 2599.458984
	Iteration 18Q: 3 clusters Score -339705.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -339706.406250 Penalty: 2599.458984
	Iteration 19Q: 3 clusters Score -339706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -339707.250000 Penalty: 2599.458984
	Iteration 20F: 3 clusters Score -339707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -145468.015625 Penalty: 1159.678467
	Iteration 0F: 2 clusters Score -145468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -143841.828125 Penalty: 2319.356934
	Iteration 0F: 3 clusters Score -143841.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -144104.187500 Penalty: 2319.356934
	Iteration 1F: 3 clusters Score -144104.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -144175.750000 Penalty: 2319.356934
	Iteration 2F: 3 clusters Score -144175.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -144225.687500 Penalty: 2319.356934
	Iteration 3Q: 3 clusters Score -144225.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -144264.093750 Penalty: 2319.356934
	Iteration 4Q: 3 clusters Score -144264.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -144295.062500 Penalty: 2319.356934
	Iteration 5Q: 3 clusters Score -144295.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -144314.875000 Penalty: 2319.356934
	Iteration 6Q: 3 clusters Score -144314.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -144334.578125 Penalty: 2319.356934
	Iteration 7Q: 3 clusters Score -144334.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -144354.765625 Penalty: 2319.356934
	Iteration 8Q: 3 clusters Score -144354.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -144366.812500 Penalty: 2319.356934
	Iteration 9Q: 3 clusters Score -144366.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -144376.671875 Penalty: 2319.356934
	Iteration 10Q: 3 clusters Score -144376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -144381.781250 Penalty: 2319.356934
	Iteration 11Q: 3 clusters Score -144381.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -144384.671875 Penalty: 2319.356934
	Iteration 12Q: 3 clusters Score -144384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -144391.296875 Penalty: 2319.356934
	Iteration 13Q: 3 clusters Score -144391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -144395.281250 Penalty: 2319.356934
	Iteration 14Q: 3 clusters Score -144395.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -144398.468750 Penalty: 2319.356934
	Iteration 15Q: 3 clusters Score -144398.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144399.187500 Penalty: 2319.356934
	Iteration 16Q: 3 clusters Score -144399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144400.203125 Penalty: 2319.356934
	Iteration 17Q: 3 clusters Score -144400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -144401.968750 Penalty: 2319.356934
	Iteration 18Q: 3 clusters Score -144402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -144402.984375 Penalty: 2319.356934
	Iteration 19Q: 3 clusters Score -144403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -144406.468750 Penalty: 2319.356934
	Iteration 20F: 3 clusters Score -144406.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144407.734375 Penalty: 2319.356934
	Iteration 21Q: 3 clusters Score -144407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144407.734375 Penalty: 2319.356934
	Iteration 22F: 3 clusters Score -144407.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -523041.875000 Penalty: 1376.595703
	Iteration 0F: 2 clusters Score -523041.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -519188.406250 Penalty: 2753.191406
	Iteration 0F: 3 clusters Score -519188.4 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -520347.093750 Penalty: 2753.191406
	Iteration 1F: 3 clusters Score -520347.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -520582.687500 Penalty: 2753.191406
	Iteration 2F: 3 clusters Score -520582.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -520748.156250 Penalty: 2753.191406
	Iteration 3F: 3 clusters Score -520748.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -520881.125000 Penalty: 2753.191406
	Iteration 4Q: 3 clusters Score -520881.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -520975.781250 Penalty: 2753.191406
	Iteration 5Q: 3 clusters Score -520975.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -521055.875000 Penalty: 2753.191406
	Iteration 6Q: 3 clusters Score -521055.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -521130.218750 Penalty: 2753.191406
	Iteration 7Q: 3 clusters Score -521130.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -521215.312500 Penalty: 2753.191406
	Iteration 8Q: 3 clusters Score -521215.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -521320.718750 Penalty: 2753.191406
	Iteration 9Q: 3 clusters Score -521320.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -521429.125000 Penalty: 2753.191406
	Iteration 10Q: 3 clusters Score -521429.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -521551.062500 Penalty: 2753.191406
	Iteration 11Q: 3 clusters Score -521551.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -521646.937500 Penalty: 2753.191406
	Iteration 12Q: 3 clusters Score -521646.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -521730.718750 Penalty: 2753.191406
	Iteration 13Q: 3 clusters Score -521730.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -521808.468750 Penalty: 2753.191406
	Iteration 14Q: 3 clusters Score -521808.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -521871.656250 Penalty: 2753.191406
	Iteration 15Q: 3 clusters Score -521871.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -521926.687500 Penalty: 2753.191406
	Iteration 16Q: 3 clusters Score -521926.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -521962.812500 Penalty: 2753.191406
	Iteration 17Q: 3 clusters Score -521962.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -522010.187500 Penalty: 2753.191406
	Iteration 18Q: 3 clusters Score -522010.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -522066.593750 Penalty: 2753.191406
	Iteration 19Q: 3 clusters Score -522066.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -522127.468750 Penalty: 2753.191406
	Iteration 20F: 3 clusters Score -522127.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -522189.281250 Penalty: 2753.191406
	Iteration 21Q: 3 clusters Score -522189.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -522233.250000 Penalty: 2753.191406
	Iteration 22Q: 3 clusters Score -522233.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -522269.000000 Penalty: 2753.191406
	Iteration 23Q: 3 clusters Score -522269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -522285.093750 Penalty: 2753.191406
	Iteration 24Q: 3 clusters Score -522285.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -522295.718750 Penalty: 2753.191406
	Iteration 25Q: 3 clusters Score -522295.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -522308.187500 Penalty: 2753.191406
	Iteration 26Q: 3 clusters Score -522308.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -522315.718750 Penalty: 2753.191406
	Iteration 27Q: 3 clusters Score -522315.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -522321.781250 Penalty: 2753.191406
	Iteration 28Q: 3 clusters Score -522321.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -522326.812500 Penalty: 2753.191406
	Iteration 29Q: 3 clusters Score -522326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -522329.437500 Penalty: 2753.191406
	Iteration 30Q: 3 clusters Score -522329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -522329.812500 Penalty: 2753.191406
	Iteration 31Q: 3 clusters Score -522329.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -522332.000000 Penalty: 2753.191406
	Iteration 32Q: 3 clusters Score -522332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -522333.343750 Penalty: 2753.191406
	Iteration 33Q: 3 clusters Score -522333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -522333.562500 Penalty: 2753.191406
	Iteration 34Q: 3 clusters Score -522333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -522336.031250 Penalty: 2753.191406
	Iteration 35Q: 3 clusters Score -522336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -522335.906250 Penalty: 2753.191406
	Iteration 36Q: 3 clusters Score -522335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -522336.656250 Penalty: 2753.191406
	Iteration 37Q: 3 clusters Score -522336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -522336.843750 Penalty: 2753.191406
	Iteration 38Q: 3 clusters Score -522336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -522337.187500 Penalty: 2753.191406
	Iteration 39Q: 3 clusters Score -522337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -522337.187500 Penalty: 2753.191406
	Iteration 40F: 3 clusters Score -522337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Entering Unmasked Estep 
Score: -1322007.375000 Penalty: 1512.507568
	Iteration 0F: 2 clusters Score -1322007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1314166.875000 Penalty: 3025.015137
	Iteration 0F: 3 clusters Score -1314167 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1316716.000000 Penalty: 3025.015137
	Iteration 1F: 3 clusters Score -1316716 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1316970.000000 Penalty: 3025.015137
	Iteration 2F: 3 clusters Score -1316970 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1317166.500000 Penalty: 3025.015137
	Iteration 3Q: 3 clusters Score -1317166 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1317342.000000 Penalty: 3025.015137
	Iteration 4Q: 3 clusters Score -1317342 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1317502.250000 Penalty: 3025.015137
	Iteration 5Q: 3 clusters Score -1317502 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1317646.875000 Penalty: 3025.015137
	Iteration 6Q: 3 clusters Score -1317647 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1317790.375000 Penalty: 3025.015137
	Iteration 7Q: 3 clusters Score -1317790 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1317971.250000 Penalty: 3025.015137
	Iteration 8Q: 3 clusters Score -1317971 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1318185.875000 Penalty: 3025.015137
	Iteration 9Q: 3 clusters Score -1318186 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1318423.875000 Penalty: 3025.015137
	Iteration 10Q: 3 clusters Score -1318424 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1318701.125000 Penalty: 3025.015137
	Iteration 11Q: 3 clusters Score -1318701 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1318965.250000 Penalty: 3025.015137
	Iteration 12Q: 3 clusters Score -1318965 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1319183.375000 Penalty: 3025.015137
	Iteration 13Q: 3 clusters Score -1319183 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1319336.125000 Penalty: 3025.015137
	Iteration 14Q: 3 clusters Score -1319336 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1319476.750000 Penalty: 3025.015137
	Iteration 15Q: 3 clusters Score -1319477 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1319588.250000 Penalty: 3025.015137
	Iteration 16Q: 3 clusters Score -1319588 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1319688.250000 Penalty: 3025.015137
	Iteration 17Q: 3 clusters Score -1319688 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1319774.000000 Penalty: 3025.015137
	Iteration 18Q: 3 clusters Score -1319774 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1319839.750000 Penalty: 3025.015137
	Iteration 19Q: 3 clusters Score -1319840 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1319904.125000 Penalty: 3025.015137
	Iteration 20F: 3 clusters Score -1319904 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1319973.625000 Penalty: 3025.015137
	Iteration 21Q: 3 clusters Score -1319974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1320025.750000 Penalty: 3025.015137
	Iteration 22Q: 3 clusters Score -1320026 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1320092.750000 Penalty: 3025.015137
	Iteration 23Q: 3 clusters Score -1320093 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1320167.750000 Penalty: 3025.015137
	Iteration 24Q: 3 clusters Score -1320168 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1320250.250000 Penalty: 3025.015137
	Iteration 25Q: 3 clusters Score -1320250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1320318.875000 Penalty: 3025.015137
	Iteration 26Q: 3 clusters Score -1320319 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1320374.250000 Penalty: 3025.015137
	Iteration 27Q: 3 clusters Score -1320374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1320418.125000 Penalty: 3025.015137
	Iteration 28Q: 3 clusters Score -1320418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1320457.125000 Penalty: 3025.015137
	Iteration 29Q: 3 clusters Score -1320457 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1320501.750000 Penalty: 3025.015137
	Iteration 30Q: 3 clusters Score -1320502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1320541.625000 Penalty: 3025.015137
	Iteration 31Q: 3 clusters Score -1320542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1320578.250000 Penalty: 3025.015137
	Iteration 32Q: 3 clusters Score -1320578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1320607.000000 Penalty: 3025.015137
	Iteration 33Q: 3 clusters Score -1320607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1320624.750000 Penalty: 3025.015137
	Iteration 34Q: 3 clusters Score -1320625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1320645.750000 Penalty: 3025.015137
	Iteration 35Q: 3 clusters Score -1320646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1320659.625000 Penalty: 3025.015137
	Iteration 36Q: 3 clusters Score -1320660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1320662.750000 Penalty: 3025.015137
	Iteration 37Q: 3 clusters Score -1320663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1320668.250000 Penalty: 3025.015137
	Iteration 38Q: 3 clusters Score -1320668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1320673.750000 Penalty: 3025.015137
	Iteration 39Q: 3 clusters Score -1320674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1320674.375000 Penalty: 3025.015137
	Iteration 40F: 3 clusters Score -1320674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1320681.625000 Penalty: 3025.015137
	Iteration 41Q: 3 clusters Score -1320682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1320688.250000 Penalty: 3025.015137
	Iteration 42Q: 3 clusters Score -1320688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1320690.500000 Penalty: 3025.015137
	Iteration 43Q: 3 clusters Score -1320690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1320695.625000 Penalty: 3025.015137
	Iteration 44Q: 3 clusters Score -1320696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1320697.250000 Penalty: 3025.015137
	Iteration 45Q: 3 clusters Score -1320697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1320700.500000 Penalty: 3025.015137
	Iteration 46Q: 3 clusters Score -1320700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1320700.500000 Penalty: 3025.015137
	Iteration 47Q: 3 clusters Score -1320700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1320702.000000 Penalty: 3025.015137
	Iteration 48Q: 3 clusters Score -1320702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1320703.125000 Penalty: 3025.015137
	Iteration 49Q: 3 clusters Score -1320703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1320703.125000 Penalty: 3025.015137
	Iteration 50F: 3 clusters Score -1320703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -12559.765625 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -12559.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12013.197266 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -12013.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12123.856445 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -12123.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -12186.518555 Penalty: 1647.393921
	Iteration 2F: 3 clusters Score -12186.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -12213.823242 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -12213.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -12222.238281 Penalty: 1647.393921
	Iteration 4Q: 3 clusters Score -12222.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -12231.735352 Penalty: 1647.393921
	Iteration 5Q: 3 clusters Score -12231.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -12231.735352 Penalty: 1647.393921
	Iteration 6F: 3 clusters Score -12231.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Entering Unmasked Estep 
Score: -510831.187500 Penalty: 1363.381714
	Iteration 0F: 2 clusters Score -510831.2 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 2207 members 
Entering Unmasked Estep 
Score: -507246.968750 Penalty: 2726.763428
	Iteration 0F: 3 clusters Score -507247 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -508183.687500 Penalty: 2726.763428
	Iteration 1F: 3 clusters Score -508183.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -508386.281250 Penalty: 2726.763428
	Iteration 2F: 3 clusters Score -508386.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -508498.156250 Penalty: 2726.763428
	Iteration 3F: 3 clusters Score -508498.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -508578.156250 Penalty: 2726.763428
	Iteration 4Q: 3 clusters Score -508578.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -508634.875000 Penalty: 2726.763428
	Iteration 5Q: 3 clusters Score -508634.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -508682.875000 Penalty: 2726.763428
	Iteration 6Q: 3 clusters Score -508682.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -508729.687500 Penalty: 2726.763428
	Iteration 7Q: 3 clusters Score -508729.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -508782.000000 Penalty: 2726.763428
	Iteration 8Q: 3 clusters Score -508782 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -508842.000000 Penalty: 2726.763428
	Iteration 9Q: 3 clusters Score -508842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -508897.750000 Penalty: 2726.763428
	Iteration 10Q: 3 clusters Score -508897.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -508944.343750 Penalty: 2726.763428
	Iteration 11Q: 3 clusters Score -508944.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -508993.406250 Penalty: 2726.763428
	Iteration 12Q: 3 clusters Score -508993.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -509030.562500 Penalty: 2726.763428
	Iteration 13Q: 3 clusters Score -509030.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -509069.343750 Penalty: 2726.763428
	Iteration 14Q: 3 clusters Score -509069.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -509109.218750 Penalty: 2726.763428
	Iteration 15Q: 3 clusters Score -509109.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -509150.937500 Penalty: 2726.763428
	Iteration 16Q: 3 clusters Score -509150.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -509192.468750 Penalty: 2726.763428
	Iteration 17Q: 3 clusters Score -509192.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -509233.187500 Penalty: 2726.763428
	Iteration 18Q: 3 clusters Score -509233.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -509261.562500 Penalty: 2726.763428
	Iteration 19Q: 3 clusters Score -509261.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -509286.406250 Penalty: 2726.763428
	Iteration 20F: 3 clusters Score -509286.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -509308.656250 Penalty: 2726.763428
	Iteration 21Q: 3 clusters Score -509308.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -509332.281250 Penalty: 2726.763428
	Iteration 22Q: 3 clusters Score -509332.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -509355.125000 Penalty: 2726.763428
	Iteration 23Q: 3 clusters Score -509355.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -509374.500000 Penalty: 2726.763428
	Iteration 24Q: 3 clusters Score -509374.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -509394.156250 Penalty: 2726.763428
	Iteration 25Q: 3 clusters Score -509394.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -509409.968750 Penalty: 2726.763428
	Iteration 26Q: 3 clusters Score -509410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -509424.468750 Penalty: 2726.763428
	Iteration 27Q: 3 clusters Score -509424.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -509442.625000 Penalty: 2726.763428
	Iteration 28Q: 3 clusters Score -509442.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -509456.468750 Penalty: 2726.763428
	Iteration 29Q: 3 clusters Score -509456.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -509474.125000 Penalty: 2726.763428
	Iteration 30Q: 3 clusters Score -509474.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -509498.937500 Penalty: 2726.763428
	Iteration 31Q: 3 clusters Score -509498.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -509525.906250 Penalty: 2726.763428
	Iteration 32Q: 3 clusters Score -509525.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -509550.562500 Penalty: 2726.763428
	Iteration 33Q: 3 clusters Score -509550.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -509575.000000 Penalty: 2726.763428
	Iteration 34Q: 3 clusters Score -509575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -509596.406250 Penalty: 2726.763428
	Iteration 35Q: 3 clusters Score -509596.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -509610.031250 Penalty: 2726.763428
	Iteration 36Q: 3 clusters Score -509610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -509627.437500 Penalty: 2726.763428
	Iteration 37Q: 3 clusters Score -509627.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -509640.375000 Penalty: 2726.763428
	Iteration 38Q: 3 clusters Score -509640.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -509651.468750 Penalty: 2726.763428
	Iteration 39Q: 3 clusters Score -509651.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -509659.093750 Penalty: 2726.763428
	Iteration 40F: 3 clusters Score -509659.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -509665.187500 Penalty: 2726.763428
	Iteration 41Q: 3 clusters Score -509665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -509672.531250 Penalty: 2726.763428
	Iteration 42Q: 3 clusters Score -509672.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -509681.843750 Penalty: 2726.763428
	Iteration 43Q: 3 clusters Score -509681.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -509691.656250 Penalty: 2726.763428
	Iteration 44Q: 3 clusters Score -509691.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -509702.437500 Penalty: 2726.763428
	Iteration 45Q: 3 clusters Score -509702.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -509712.250000 Penalty: 2726.763428
	Iteration 46Q: 3 clusters Score -509712.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -509723.375000 Penalty: 2726.763428
	Iteration 47Q: 3 clusters Score -509723.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -509732.531250 Penalty: 2726.763428
	Iteration 48Q: 3 clusters Score -509732.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -509734.343750 Penalty: 2726.763428
	Iteration 49Q: 3 clusters Score -509734.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -509736.468750 Penalty: 2726.763428
	Iteration 50Q: 3 clusters Score -509736.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -509738.312500 Penalty: 2726.763428
	Iteration 51Q: 3 clusters Score -509738.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -509741.062500 Penalty: 2726.763428
	Iteration 52Q: 3 clusters Score -509741.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -509742.156250 Penalty: 2726.763428
	Iteration 53Q: 3 clusters Score -509742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -509742.250000 Penalty: 2726.763428
	Iteration 54Q: 3 clusters Score -509742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -509742.250000 Penalty: 2726.763428
	Iteration 55F: 3 clusters Score -509742.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Entering Unmasked Estep 
Score: -3325630.250000 Penalty: 1666.920898
	Iteration 0F: 2 clusters Score -3325630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3306435.000000 Penalty: 3333.841797
	Iteration 0F: 3 clusters Score -3306435 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3313547.250000 Penalty: 3333.841797
	Iteration 1F: 3 clusters Score -3313547 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3313886.500000 Penalty: 3333.841797
	Iteration 2Q: 3 clusters Score -3313886 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3314202.750000 Penalty: 3333.841797
	Iteration 3Q: 3 clusters Score -3314203 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3314510.250000 Penalty: 3333.841797
	Iteration 4Q: 3 clusters Score -3314510 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3314918.500000 Penalty: 3333.841797
	Iteration 5Q: 3 clusters Score -3314918 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3315504.500000 Penalty: 3333.841797
	Iteration 6Q: 3 clusters Score -3315504 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3316377.750000 Penalty: 3333.841797
	Iteration 7F: 3 clusters Score -3316378 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3317770.250000 Penalty: 3333.841797
	Iteration 8F: 3 clusters Score -3317770 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3319707.500000 Penalty: 3333.841797
	Iteration 9F: 3 clusters Score -3319708 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3321718.750000 Penalty: 3333.841797
	Iteration 10F: 3 clusters Score -3321719 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3323088.000000 Penalty: 3333.841797
	Iteration 11Q: 3 clusters Score -3323088 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3323723.750000 Penalty: 3333.841797
	Iteration 12Q: 3 clusters Score -3323724 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3323972.000000 Penalty: 3333.841797
	Iteration 13Q: 3 clusters Score -3323972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3324067.250000 Penalty: 3333.841797
	Iteration 14Q: 3 clusters Score -3324067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3324124.250000 Penalty: 3333.841797
	Iteration 15Q: 3 clusters Score -3324124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3324146.500000 Penalty: 3333.841797
	Iteration 16Q: 3 clusters Score -3324146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3324164.000000 Penalty: 3333.841797
	Iteration 17Q: 3 clusters Score -3324164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -3324168.000000 Penalty: 3333.841797
	Iteration 18Q: 3 clusters Score -3324168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3324168.750000 Penalty: 3333.841797
	Iteration 19Q: 3 clusters Score -3324169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3324173.750000 Penalty: 3333.841797
	Iteration 20F: 3 clusters Score -3324174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3324173.500000 Penalty: 3333.841797
	Iteration 21Q: 3 clusters Score -3324174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3324175.250000 Penalty: 3333.841797
	Iteration 22Q: 3 clusters Score -3324175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3324177.000000 Penalty: 3333.841797
	Iteration 23Q: 3 clusters Score -3324177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3324177.000000 Penalty: 3333.841797
	Iteration 24F: 3 clusters Score -3324177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Entering Unmasked Estep 
Score: -3351543.000000 Penalty: 1675.036743
	Iteration 0F: 2 clusters Score -3351543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3331346.500000 Penalty: 3350.073486
	Iteration 0F: 3 clusters Score -3331346 nChanged 13864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3339154.000000 Penalty: 3350.073486
	Iteration 1F: 3 clusters Score -3339154 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3339841.750000 Penalty: 3350.073486
	Iteration 2F: 3 clusters Score -3339842 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3340679.500000 Penalty: 3350.073486
	Iteration 3F: 3 clusters Score -3340680 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3341852.250000 Penalty: 3350.073486
	Iteration 4F: 3 clusters Score -3341852 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3343412.500000 Penalty: 3350.073486
	Iteration 5F: 3 clusters Score -3343412 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3345188.750000 Penalty: 3350.073486
	Iteration 6F: 3 clusters Score -3345189 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3346903.500000 Penalty: 3350.073486
	Iteration 7F: 3 clusters Score -3346904 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3348081.500000 Penalty: 3350.073486
	Iteration 8Q: 3 clusters Score -3348082 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3348869.750000 Penalty: 3350.073486
	Iteration 9Q: 3 clusters Score -3348870 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3349383.000000 Penalty: 3350.073486
	Iteration 10Q: 3 clusters Score -3349383 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3349752.250000 Penalty: 3350.073486
	Iteration 11Q: 3 clusters Score -3349752 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -3349988.250000 Penalty: 3350.073486
	Iteration 12Q: 3 clusters Score -3349988 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -3350097.750000 Penalty: 3350.073486
	Iteration 13Q: 3 clusters Score -3350098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -3350169.750000 Penalty: 3350.073486
	Iteration 14Q: 3 clusters Score -3350170 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -3350235.500000 Penalty: 3350.073486
	Iteration 15Q: 3 clusters Score -3350236 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3350280.500000 Penalty: 3350.073486
	Iteration 16Q: 3 clusters Score -3350280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -3350304.750000 Penalty: 3350.073486
	Iteration 17Q: 3 clusters Score -3350305 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3350333.250000 Penalty: 3350.073486
	Iteration 18Q: 3 clusters Score -3350333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3350346.750000 Penalty: 3350.073486
	Iteration 19Q: 3 clusters Score -3350347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3350366.250000 Penalty: 3350.073486
	Iteration 20F: 3 clusters Score -3350366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3350368.750000 Penalty: 3350.073486
	Iteration 21Q: 3 clusters Score -3350369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -3350385.500000 Penalty: 3350.073486
	Iteration 22Q: 3 clusters Score -3350386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3350387.000000 Penalty: 3350.073486
	Iteration 23Q: 3 clusters Score -3350387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -3350388.250000 Penalty: 3350.073486
	Iteration 24Q: 3 clusters Score -3350388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -3350406.750000 Penalty: 3350.073486
	Iteration 25Q: 3 clusters Score -3350407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3350411.250000 Penalty: 3350.073486
	Iteration 26Q: 3 clusters Score -3350411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3350412.750000 Penalty: 3350.073486
	Iteration 27Q: 3 clusters Score -3350413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3350415.000000 Penalty: 3350.073486
	Iteration 28Q: 3 clusters Score -3350415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3350414.250000 Penalty: 3350.073486
	Iteration 29Q: 3 clusters Score -3350414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3350411.750000 Penalty: 3350.073486
	Iteration 30Q: 3 clusters Score -3350412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3350413.000000 Penalty: 3350.073486
	Iteration 31Q: 3 clusters Score -3350413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3350414.750000 Penalty: 3350.073486
	Iteration 32Q: 3 clusters Score -3350415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3350414.000000 Penalty: 3350.073486
	Iteration 33Q: 3 clusters Score -3350414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3350414.250000 Penalty: 3350.073486
	Iteration 34Q: 3 clusters Score -3350414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3350415.250000 Penalty: 3350.073486
	Iteration 35Q: 3 clusters Score -3350415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3350417.250000 Penalty: 3350.073486
	Iteration 36Q: 3 clusters Score -3350417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3350420.750000 Penalty: 3350.073486
	Iteration 37Q: 3 clusters Score -3350421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3350420.750000 Penalty: 3350.073486
	Iteration 38F: 3 clusters Score -3350421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Entering Unmasked Estep 
Score: -2192508.250000 Penalty: 1600.055176
	Iteration 0F: 2 clusters Score -2192508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2179416.000000 Penalty: 3200.110352
	Iteration 0F: 3 clusters Score -2179416 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2184162.750000 Penalty: 3200.110352
	Iteration 1F: 3 clusters Score -2184163 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2184537.500000 Penalty: 3200.110352
	Iteration 2F: 3 clusters Score -2184538 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2185007.500000 Penalty: 3200.110352
	Iteration 3Q: 3 clusters Score -2185008 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2185578.500000 Penalty: 3200.110352
	Iteration 4F: 3 clusters Score -2185578 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2186299.250000 Penalty: 3200.110352
	Iteration 5F: 3 clusters Score -2186299 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2187109.250000 Penalty: 3200.110352
	Iteration 6F: 3 clusters Score -2187109 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2187930.250000 Penalty: 3200.110352
	Iteration 7F: 3 clusters Score -2187930 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2188657.000000 Penalty: 3200.110352
	Iteration 8F: 3 clusters Score -2188657 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2189194.250000 Penalty: 3200.110352
	Iteration 9F: 3 clusters Score -2189194 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2189603.000000 Penalty: 3200.110352
	Iteration 10Q: 3 clusters Score -2189603 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2189914.000000 Penalty: 3200.110352
	Iteration 11Q: 3 clusters Score -2189914 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2190141.000000 Penalty: 3200.110352
	Iteration 12Q: 3 clusters Score -2190141 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2190338.500000 Penalty: 3200.110352
	Iteration 13Q: 3 clusters Score -2190338 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2190541.250000 Penalty: 3200.110352
	Iteration 14Q: 3 clusters Score -2190541 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2190698.750000 Penalty: 3200.110352
	Iteration 15Q: 3 clusters Score -2190699 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2190792.000000 Penalty: 3200.110352
	Iteration 16Q: 3 clusters Score -2190792 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2190844.000000 Penalty: 3200.110352
	Iteration 17Q: 3 clusters Score -2190844 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2190890.000000 Penalty: 3200.110352
	Iteration 18Q: 3 clusters Score -2190890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2190905.750000 Penalty: 3200.110352
	Iteration 19Q: 3 clusters Score -2190906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2190913.000000 Penalty: 3200.110352
	Iteration 20F: 3 clusters Score -2190913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2190918.500000 Penalty: 3200.110352
	Iteration 21Q: 3 clusters Score -2190918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2190932.250000 Penalty: 3200.110352
	Iteration 22Q: 3 clusters Score -2190932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2190939.000000 Penalty: 3200.110352
	Iteration 23Q: 3 clusters Score -2190939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2190946.250000 Penalty: 3200.110352
	Iteration 24Q: 3 clusters Score -2190946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2190949.500000 Penalty: 3200.110352
	Iteration 25Q: 3 clusters Score -2190950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2190957.000000 Penalty: 3200.110352
	Iteration 26Q: 3 clusters Score -2190957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2190960.500000 Penalty: 3200.110352
	Iteration 27Q: 3 clusters Score -2190960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2190965.250000 Penalty: 3200.110352
	Iteration 28Q: 3 clusters Score -2190965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2190967.250000 Penalty: 3200.110352
	Iteration 29Q: 3 clusters Score -2190967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2190965.750000 Penalty: 3200.110352
	Iteration 30Q: 3 clusters Score -2190966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2190971.250000 Penalty: 3200.110352
	Iteration 31Q: 3 clusters Score -2190971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2190972.500000 Penalty: 3200.110352
	Iteration 32Q: 3 clusters Score -2190972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2190978.000000 Penalty: 3200.110352
	Iteration 33Q: 3 clusters Score -2190978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2190982.000000 Penalty: 3200.110352
	Iteration 34Q: 3 clusters Score -2190982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2190985.500000 Penalty: 3200.110352
	Iteration 35Q: 3 clusters Score -2190986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2190988.250000 Penalty: 3200.110352
	Iteration 36Q: 3 clusters Score -2190988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2190986.250000 Penalty: 3200.110352
	Iteration 37Q: 3 clusters Score -2190986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2190987.250000 Penalty: 3200.110352
	Iteration 38Q: 3 clusters Score -2190987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2190992.500000 Penalty: 3200.110352
	Iteration 39Q: 3 clusters Score -2190992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2190999.500000 Penalty: 3200.110352
	Iteration 40F: 3 clusters Score -2191000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2190996.750000 Penalty: 3200.110352
	Iteration 41Q: 3 clusters Score -2190997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2190995.250000 Penalty: 3200.110352
	Iteration 42Q: 3 clusters Score -2190995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2191000.000000 Penalty: 3200.110352
	Iteration 43Q: 3 clusters Score -2191000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2191002.750000 Penalty: 3200.110352
	Iteration 44Q: 3 clusters Score -2191003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2191005.500000 Penalty: 3200.110352
	Iteration 45Q: 3 clusters Score -2191006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2191004.000000 Penalty: 3200.110352
	Iteration 46Q: 3 clusters Score -2191004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2191003.250000 Penalty: 3200.110352
	Iteration 47Q: 3 clusters Score -2191003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2191004.250000 Penalty: 3200.110352
	Iteration 48Q: 3 clusters Score -2191004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2191001.000000 Penalty: 3200.110352
	Iteration 49Q: 3 clusters Score -2191001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2191002.000000 Penalty: 3200.110352
	Iteration 50Q: 3 clusters Score -2191002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2191002.750000 Penalty: 3200.110352
	Iteration 51Q: 3 clusters Score -2191003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2191004.250000 Penalty: 3200.110352
	Iteration 52Q: 3 clusters Score -2191004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2191004.500000 Penalty: 3200.110352
	Iteration 53Q: 3 clusters Score -2191004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2191006.750000 Penalty: 3200.110352
	Iteration 54Q: 3 clusters Score -2191007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2191011.000000 Penalty: 3200.110352
	Iteration 55Q: 3 clusters Score -2191011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2191012.000000 Penalty: 3200.110352
	Iteration 56Q: 3 clusters Score -2191012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2191012.250000 Penalty: 3200.110352
	Iteration 57Q: 3 clusters Score -2191012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2191015.750000 Penalty: 3200.110352
	Iteration 58Q: 3 clusters Score -2191016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2191014.500000 Penalty: 3200.110352
	Iteration 59Q: 3 clusters Score -2191014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2191012.250000 Penalty: 3200.110352
	Iteration 60F: 3 clusters Score -2191012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -555334.187500 Penalty: 1377.647095
	Iteration 0F: 2 clusters Score -555334.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -551449.312500 Penalty: 2755.294189
	Iteration 0F: 3 clusters Score -551449.3 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -552482.375000 Penalty: 2755.294189
	Iteration 1F: 3 clusters Score -552482.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -552646.500000 Penalty: 2755.294189
	Iteration 2F: 3 clusters Score -552646.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -552767.187500 Penalty: 2755.294189
	Iteration 3F: 3 clusters Score -552767.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -552852.062500 Penalty: 2755.294189
	Iteration 4Q: 3 clusters Score -552852.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -552940.437500 Penalty: 2755.294189
	Iteration 5Q: 3 clusters Score -552940.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -553017.875000 Penalty: 2755.294189
	Iteration 6Q: 3 clusters Score -553017.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -553083.125000 Penalty: 2755.294189
	Iteration 7Q: 3 clusters Score -553083.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -553147.250000 Penalty: 2755.294189
	Iteration 8Q: 3 clusters Score -553147.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -553226.937500 Penalty: 2755.294189
	Iteration 9Q: 3 clusters Score -553226.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -553325.000000 Penalty: 2755.294189
	Iteration 10Q: 3 clusters Score -553325 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -553417.312500 Penalty: 2755.294189
	Iteration 11Q: 3 clusters Score -553417.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -553506.187500 Penalty: 2755.294189
	Iteration 12Q: 3 clusters Score -553506.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -553586.437500 Penalty: 2755.294189
	Iteration 13Q: 3 clusters Score -553586.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -553657.437500 Penalty: 2755.294189
	Iteration 14Q: 3 clusters Score -553657.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -553732.250000 Penalty: 2755.294189
	Iteration 15Q: 3 clusters Score -553732.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -553791.750000 Penalty: 2755.294189
	Iteration 16Q: 3 clusters Score -553791.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -553846.687500 Penalty: 2755.294189
	Iteration 17Q: 3 clusters Score -553846.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -553897.750000 Penalty: 2755.294189
	Iteration 18Q: 3 clusters Score -553897.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -553935.062500 Penalty: 2755.294189
	Iteration 19Q: 3 clusters Score -553935.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -553961.250000 Penalty: 2755.294189
	Iteration 20F: 3 clusters Score -553961.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -553990.937500 Penalty: 2755.294189
	Iteration 21Q: 3 clusters Score -553990.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -554015.125000 Penalty: 2755.294189
	Iteration 22Q: 3 clusters Score -554015.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -554043.250000 Penalty: 2755.294189
	Iteration 23Q: 3 clusters Score -554043.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -554070.750000 Penalty: 2755.294189
	Iteration 24Q: 3 clusters Score -554070.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -554091.000000 Penalty: 2755.294189
	Iteration 25Q: 3 clusters Score -554091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -554114.875000 Penalty: 2755.294189
	Iteration 26Q: 3 clusters Score -554114.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -554136.312500 Penalty: 2755.294189
	Iteration 27Q: 3 clusters Score -554136.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -554155.250000 Penalty: 2755.294189
	Iteration 28Q: 3 clusters Score -554155.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -554174.500000 Penalty: 2755.294189
	Iteration 29Q: 3 clusters Score -554174.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -554193.687500 Penalty: 2755.294189
	Iteration 30Q: 3 clusters Score -554193.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -554212.937500 Penalty: 2755.294189
	Iteration 31Q: 3 clusters Score -554212.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -554224.812500 Penalty: 2755.294189
	Iteration 32Q: 3 clusters Score -554224.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -554248.750000 Penalty: 2755.294189
	Iteration 33Q: 3 clusters Score -554248.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -554270.062500 Penalty: 2755.294189
	Iteration 34Q: 3 clusters Score -554270.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -554289.312500 Penalty: 2755.294189
	Iteration 35Q: 3 clusters Score -554289.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -554310.812500 Penalty: 2755.294189
	Iteration 36Q: 3 clusters Score -554310.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -554332.187500 Penalty: 2755.294189
	Iteration 37Q: 3 clusters Score -554332.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -554358.312500 Penalty: 2755.294189
	Iteration 38Q: 3 clusters Score -554358.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -554371.125000 Penalty: 2755.294189
	Iteration 39Q: 3 clusters Score -554371.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -554384.500000 Penalty: 2755.294189
	Iteration 40F: 3 clusters Score -554384.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -554392.812500 Penalty: 2755.294189
	Iteration 41Q: 3 clusters Score -554392.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -554403.062500 Penalty: 2755.294189
	Iteration 42Q: 3 clusters Score -554403.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -554410.125000 Penalty: 2755.294189
	Iteration 43Q: 3 clusters Score -554410.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -554412.625000 Penalty: 2755.294189
	Iteration 44Q: 3 clusters Score -554412.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -554413.500000 Penalty: 2755.294189
	Iteration 45Q: 3 clusters Score -554413.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -554416.750000 Penalty: 2755.294189
	Iteration 46Q: 3 clusters Score -554416.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -554425.812500 Penalty: 2755.294189
	Iteration 47Q: 3 clusters Score -554425.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -554434.375000 Penalty: 2755.294189
	Iteration 48Q: 3 clusters Score -554434.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -554447.187500 Penalty: 2755.294189
	Iteration 49Q: 3 clusters Score -554447.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -554460.812500 Penalty: 2755.294189
	Iteration 50Q: 3 clusters Score -554460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -554473.812500 Penalty: 2755.294189
	Iteration 51Q: 3 clusters Score -554473.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -554489.250000 Penalty: 2755.294189
	Iteration 52Q: 3 clusters Score -554489.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -554502.187500 Penalty: 2755.294189
	Iteration 53Q: 3 clusters Score -554502.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -554522.562500 Penalty: 2755.294189
	Iteration 54Q: 3 clusters Score -554522.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -554547.125000 Penalty: 2755.294189
	Iteration 55Q: 3 clusters Score -554547.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -554570.562500 Penalty: 2755.294189
	Iteration 56Q: 3 clusters Score -554570.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -554594.625000 Penalty: 2755.294189
	Iteration 57Q: 3 clusters Score -554594.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -554618.562500 Penalty: 2755.294189
	Iteration 58Q: 3 clusters Score -554618.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -554655.562500 Penalty: 2755.294189
	Iteration 59Q: 3 clusters Score -554655.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -554709.062500 Penalty: 2755.294189
	Iteration 60F: 3 clusters Score -554709.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -554766.062500 Penalty: 2755.294189
	Iteration 61Q: 3 clusters Score -554766.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -554832.687500 Penalty: 2755.294189
	Iteration 62Q: 3 clusters Score -554832.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -554885.000000 Penalty: 2755.294189
	Iteration 63Q: 3 clusters Score -554885 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -554929.562500 Penalty: 2755.294189
	Iteration 64Q: 3 clusters Score -554929.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -554963.187500 Penalty: 2755.294189
	Iteration 65Q: 3 clusters Score -554963.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -554994.562500 Penalty: 2755.294189
	Iteration 66Q: 3 clusters Score -554994.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -555012.000000 Penalty: 2755.294189
	Iteration 67Q: 3 clusters Score -555012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -555022.750000 Penalty: 2755.294189
	Iteration 68Q: 3 clusters Score -555022.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -555030.187500 Penalty: 2755.294189
	Iteration 69Q: 3 clusters Score -555030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -555034.437500 Penalty: 2755.294189
	Iteration 70Q: 3 clusters Score -555034.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -555037.562500 Penalty: 2755.294189
	Iteration 71Q: 3 clusters Score -555037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -555038.687500 Penalty: 2755.294189
	Iteration 72Q: 3 clusters Score -555038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -555041.062500 Penalty: 2755.294189
	Iteration 73Q: 3 clusters Score -555041.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -555042.437500 Penalty: 2755.294189
	Iteration 74Q: 3 clusters Score -555042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -555043.937500 Penalty: 2755.294189
	Iteration 75Q: 3 clusters Score -555043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -555044.437500 Penalty: 2755.294189
	Iteration 76Q: 3 clusters Score -555044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -555047.000000 Penalty: 2755.294189
	Iteration 77Q: 3 clusters Score -555047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -555046.625000 Penalty: 2755.294189
	Iteration 78Q: 3 clusters Score -555046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -555047.437500 Penalty: 2755.294189
	Iteration 79Q: 3 clusters Score -555047.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -555046.500000 Penalty: 2755.294189
	Iteration 80F: 3 clusters Score -555046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -555046.875000 Penalty: 2755.294189
	Iteration 81Q: 3 clusters Score -555046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -555048.375000 Penalty: 2755.294189
	Iteration 82Q: 3 clusters Score -555048.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -555048.375000 Penalty: 2755.294189
	Iteration 83F: 3 clusters Score -555048.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Entering Unmasked Estep 
Score: -3184732.500000 Penalty: 1659.031860
	Iteration 0F: 2 clusters Score -3184732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3166467.750000 Penalty: 3318.063721
	Iteration 0F: 3 clusters Score -3166468 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3173410.750000 Penalty: 3318.063721
	Iteration 1F: 3 clusters Score -3173411 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3173762.750000 Penalty: 3318.063721
	Iteration 2Q: 3 clusters Score -3173763 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3174070.000000 Penalty: 3318.063721
	Iteration 3Q: 3 clusters Score -3174070 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3174409.000000 Penalty: 3318.063721
	Iteration 4Q: 3 clusters Score -3174409 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3174812.250000 Penalty: 3318.063721
	Iteration 5Q: 3 clusters Score -3174812 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3175319.000000 Penalty: 3318.063721
	Iteration 6Q: 3 clusters Score -3175319 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3175968.250000 Penalty: 3318.063721
	Iteration 7Q: 3 clusters Score -3175968 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3176812.750000 Penalty: 3318.063721
	Iteration 8F: 3 clusters Score -3176813 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3177905.750000 Penalty: 3318.063721
	Iteration 9F: 3 clusters Score -3177906 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3179156.000000 Penalty: 3318.063721
	Iteration 10F: 3 clusters Score -3179156 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3180258.250000 Penalty: 3318.063721
	Iteration 11F: 3 clusters Score -3180258 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3180983.250000 Penalty: 3318.063721
	Iteration 12Q: 3 clusters Score -3180983 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3181313.250000 Penalty: 3318.063721
	Iteration 13Q: 3 clusters Score -3181313 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3181498.000000 Penalty: 3318.063721
	Iteration 14Q: 3 clusters Score -3181498 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3181639.000000 Penalty: 3318.063721
	Iteration 15Q: 3 clusters Score -3181639 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3181739.750000 Penalty: 3318.063721
	Iteration 16Q: 3 clusters Score -3181740 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3181821.500000 Penalty: 3318.063721
	Iteration 17Q: 3 clusters Score -3181822 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3181892.000000 Penalty: 3318.063721
	Iteration 18Q: 3 clusters Score -3181892 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3181952.750000 Penalty: 3318.063721
	Iteration 19Q: 3 clusters Score -3181953 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3182005.250000 Penalty: 3318.063721
	Iteration 20F: 3 clusters Score -3182005 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3182048.750000 Penalty: 3318.063721
	Iteration 21Q: 3 clusters Score -3182049 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -3182079.000000 Penalty: 3318.063721
	Iteration 22Q: 3 clusters Score -3182079 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3182110.000000 Penalty: 3318.063721
	Iteration 23Q: 3 clusters Score -3182110 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3182148.000000 Penalty: 3318.063721
	Iteration 24Q: 3 clusters Score -3182148 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3182172.750000 Penalty: 3318.063721
	Iteration 25Q: 3 clusters Score -3182173 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -3182197.500000 Penalty: 3318.063721
	Iteration 26Q: 3 clusters Score -3182198 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -3182224.250000 Penalty: 3318.063721
	Iteration 27Q: 3 clusters Score -3182224 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3182245.000000 Penalty: 3318.063721
	Iteration 28Q: 3 clusters Score -3182245 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3182269.000000 Penalty: 3318.063721
	Iteration 29Q: 3 clusters Score -3182269 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3182296.000000 Penalty: 3318.063721
	Iteration 30Q: 3 clusters Score -3182296 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3182328.750000 Penalty: 3318.063721
	Iteration 31Q: 3 clusters Score -3182329 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3182339.750000 Penalty: 3318.063721
	Iteration 32Q: 3 clusters Score -3182340 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3182368.000000 Penalty: 3318.063721
	Iteration 33Q: 3 clusters Score -3182368 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3182384.250000 Penalty: 3318.063721
	Iteration 34Q: 3 clusters Score -3182384 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3182399.000000 Penalty: 3318.063721
	Iteration 35Q: 3 clusters Score -3182399 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3182422.500000 Penalty: 3318.063721
	Iteration 36Q: 3 clusters Score -3182422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3182447.750000 Penalty: 3318.063721
	Iteration 37Q: 3 clusters Score -3182448 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3182456.500000 Penalty: 3318.063721
	Iteration 38Q: 3 clusters Score -3182456 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3182465.250000 Penalty: 3318.063721
	Iteration 39Q: 3 clusters Score -3182465 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3182485.500000 Penalty: 3318.063721
	Iteration 40F: 3 clusters Score -3182486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3182504.750000 Penalty: 3318.063721
	Iteration 41Q: 3 clusters Score -3182505 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3182519.750000 Penalty: 3318.063721
	Iteration 42Q: 3 clusters Score -3182520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3182562.750000 Penalty: 3318.063721
	Iteration 43Q: 3 clusters Score -3182563 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3182589.000000 Penalty: 3318.063721
	Iteration 44Q: 3 clusters Score -3182589 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3182614.750000 Penalty: 3318.063721
	Iteration 45Q: 3 clusters Score -3182615 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3182648.750000 Penalty: 3318.063721
	Iteration 46Q: 3 clusters Score -3182649 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3182673.500000 Penalty: 3318.063721
	Iteration 47Q: 3 clusters Score -3182674 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -3182704.750000 Penalty: 3318.063721
	Iteration 48Q: 3 clusters Score -3182705 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3182738.250000 Penalty: 3318.063721
	Iteration 49Q: 3 clusters Score -3182738 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3182773.500000 Penalty: 3318.063721
	Iteration 50Q: 3 clusters Score -3182774 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3182798.250000 Penalty: 3318.063721
	Iteration 51Q: 3 clusters Score -3182798 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3182827.000000 Penalty: 3318.063721
	Iteration 52Q: 3 clusters Score -3182827 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3182867.000000 Penalty: 3318.063721
	Iteration 53Q: 3 clusters Score -3182867 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3182899.250000 Penalty: 3318.063721
	Iteration 54Q: 3 clusters Score -3182899 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3182920.500000 Penalty: 3318.063721
	Iteration 55Q: 3 clusters Score -3182920 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3182951.000000 Penalty: 3318.063721
	Iteration 56Q: 3 clusters Score -3182951 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3182969.750000 Penalty: 3318.063721
	Iteration 57Q: 3 clusters Score -3182970 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3182994.250000 Penalty: 3318.063721
	Iteration 58Q: 3 clusters Score -3182994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3183014.500000 Penalty: 3318.063721
	Iteration 59Q: 3 clusters Score -3183014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3183028.500000 Penalty: 3318.063721
	Iteration 60F: 3 clusters Score -3183028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3183048.000000 Penalty: 3318.063721
	Iteration 61Q: 3 clusters Score -3183048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3183061.750000 Penalty: 3318.063721
	Iteration 62Q: 3 clusters Score -3183062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3183070.500000 Penalty: 3318.063721
	Iteration 63Q: 3 clusters Score -3183070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3183071.500000 Penalty: 3318.063721
	Iteration 64Q: 3 clusters Score -3183072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3183096.250000 Penalty: 3318.063721
	Iteration 65Q: 3 clusters Score -3183096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3183103.250000 Penalty: 3318.063721
	Iteration 66Q: 3 clusters Score -3183103 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3183119.500000 Penalty: 3318.063721
	Iteration 67Q: 3 clusters Score -3183120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3183136.250000 Penalty: 3318.063721
	Iteration 68Q: 3 clusters Score -3183136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3183142.500000 Penalty: 3318.063721
	Iteration 69Q: 3 clusters Score -3183142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3183154.500000 Penalty: 3318.063721
	Iteration 70Q: 3 clusters Score -3183154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3183152.500000 Penalty: 3318.063721
	Iteration 71Q: 3 clusters Score -3183152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3183168.000000 Penalty: 3318.063721
	Iteration 72Q: 3 clusters Score -3183168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3183179.250000 Penalty: 3318.063721
	Iteration 73Q: 3 clusters Score -3183179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3183180.750000 Penalty: 3318.063721
	Iteration 74Q: 3 clusters Score -3183181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3183198.000000 Penalty: 3318.063721
	Iteration 75Q: 3 clusters Score -3183198 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3183196.500000 Penalty: 3318.063721
	Iteration 76Q: 3 clusters Score -3183196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3183206.000000 Penalty: 3318.063721
	Iteration 77Q: 3 clusters Score -3183206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3183212.500000 Penalty: 3318.063721
	Iteration 78Q: 3 clusters Score -3183212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3183221.750000 Penalty: 3318.063721
	Iteration 79Q: 3 clusters Score -3183222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3183227.750000 Penalty: 3318.063721
	Iteration 80F: 3 clusters Score -3183228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3183232.500000 Penalty: 3318.063721
	Iteration 81Q: 3 clusters Score -3183232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3183230.750000 Penalty: 3318.063721
	Iteration 82Q: 3 clusters Score -3183231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3183223.750000 Penalty: 3318.063721
	Iteration 83Q: 3 clusters Score -3183224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3183225.000000 Penalty: 3318.063721
	Iteration 84Q: 3 clusters Score -3183225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3183239.500000 Penalty: 3318.063721
	Iteration 85Q: 3 clusters Score -3183240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3183244.500000 Penalty: 3318.063721
	Iteration 86Q: 3 clusters Score -3183244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3183243.000000 Penalty: 3318.063721
	Iteration 87Q: 3 clusters Score -3183243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3183240.250000 Penalty: 3318.063721
	Iteration 88Q: 3 clusters Score -3183240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3183241.000000 Penalty: 3318.063721
	Iteration 89Q: 3 clusters Score -3183241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3183238.250000 Penalty: 3318.063721
	Iteration 90Q: 3 clusters Score -3183238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3183241.750000 Penalty: 3318.063721
	Iteration 91Q: 3 clusters Score -3183242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3183244.000000 Penalty: 3318.063721
	Iteration 92Q: 3 clusters Score -3183244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3183245.000000 Penalty: 3318.063721
	Iteration 93Q: 3 clusters Score -3183245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3183246.250000 Penalty: 3318.063721
	Iteration 94Q: 3 clusters Score -3183246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3183249.500000 Penalty: 3318.063721
	Iteration 95Q: 3 clusters Score -3183250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3183251.500000 Penalty: 3318.063721
	Iteration 96Q: 3 clusters Score -3183252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3183253.500000 Penalty: 3318.063721
	Iteration 97Q: 3 clusters Score -3183254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3183255.250000 Penalty: 3318.063721
	Iteration 98Q: 3 clusters Score -3183255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3183254.500000 Penalty: 3318.063721
	Iteration 99Q: 3 clusters Score -3183254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3183256.250000 Penalty: 3318.063721
	Iteration 100F: 3 clusters Score -3183256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3183264.000000 Penalty: 3318.063721
	Iteration 101Q: 3 clusters Score -3183264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3183266.500000 Penalty: 3318.063721
	Iteration 102Q: 3 clusters Score -3183266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3183265.250000 Penalty: 3318.063721
	Iteration 103Q: 3 clusters Score -3183265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3183273.000000 Penalty: 3318.063721
	Iteration 104Q: 3 clusters Score -3183273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3183278.250000 Penalty: 3318.063721
	Iteration 105Q: 3 clusters Score -3183278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3183276.250000 Penalty: 3318.063721
	Iteration 106Q: 3 clusters Score -3183276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3183277.250000 Penalty: 3318.063721
	Iteration 107Q: 3 clusters Score -3183277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3183280.500000 Penalty: 3318.063721
	Iteration 108Q: 3 clusters Score -3183280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -3183279.000000 Penalty: 3318.063721
	Iteration 109Q: 3 clusters Score -3183279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3183285.500000 Penalty: 3318.063721
	Iteration 110Q: 3 clusters Score -3183286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3183286.000000 Penalty: 3318.063721
	Iteration 111Q: 3 clusters Score -3183286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3183280.250000 Penalty: 3318.063721
	Iteration 112Q: 3 clusters Score -3183280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3183282.500000 Penalty: 3318.063721
	Iteration 113Q: 3 clusters Score -3183282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3183282.750000 Penalty: 3318.063721
	Iteration 114Q: 3 clusters Score -3183283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3183286.500000 Penalty: 3318.063721
	Iteration 115Q: 3 clusters Score -3183286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3183285.250000 Penalty: 3318.063721
	Iteration 116Q: 3 clusters Score -3183285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3183292.000000 Penalty: 3318.063721
	Iteration 117Q: 3 clusters Score -3183292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3183289.500000 Penalty: 3318.063721
	Iteration 118Q: 3 clusters Score -3183290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3183288.250000 Penalty: 3318.063721
	Iteration 119Q: 3 clusters Score -3183288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3183291.500000 Penalty: 3318.063721
	Iteration 120F: 3 clusters Score -3183292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3183289.500000 Penalty: 3318.063721
	Iteration 121Q: 3 clusters Score -3183290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3183295.750000 Penalty: 3318.063721
	Iteration 122Q: 3 clusters Score -3183296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3183301.500000 Penalty: 3318.063721
	Iteration 123Q: 3 clusters Score -3183302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3183299.000000 Penalty: 3318.063721
	Iteration 124Q: 3 clusters Score -3183299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3183297.000000 Penalty: 3318.063721
	Iteration 125Q: 3 clusters Score -3183297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3183302.000000 Penalty: 3318.063721
	Iteration 126Q: 3 clusters Score -3183302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3183300.250000 Penalty: 3318.063721
	Iteration 127Q: 3 clusters Score -3183300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3183301.000000 Penalty: 3318.063721
	Iteration 128Q: 3 clusters Score -3183301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3183305.500000 Penalty: 3318.063721
	Iteration 129Q: 3 clusters Score -3183306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3183301.500000 Penalty: 3318.063721
	Iteration 130Q: 3 clusters Score -3183302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3183301.250000 Penalty: 3318.063721
	Iteration 131Q: 3 clusters Score -3183301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3183307.500000 Penalty: 3318.063721
	Iteration 132Q: 3 clusters Score -3183308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3183306.250000 Penalty: 3318.063721
	Iteration 133Q: 3 clusters Score -3183306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3183311.000000 Penalty: 3318.063721
	Iteration 134Q: 3 clusters Score -3183311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3183312.500000 Penalty: 3318.063721
	Iteration 135Q: 3 clusters Score -3183312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3183312.500000 Penalty: 3318.063721
	Iteration 136Q: 3 clusters Score -3183312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3183315.500000 Penalty: 3318.063721
	Iteration 137Q: 3 clusters Score -3183316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3183311.750000 Penalty: 3318.063721
	Iteration 138Q: 3 clusters Score -3183312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3183317.500000 Penalty: 3318.063721
	Iteration 139Q: 3 clusters Score -3183318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3183312.250000 Penalty: 3318.063721
	Iteration 140F: 3 clusters Score -3183312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3183316.750000 Penalty: 3318.063721
	Iteration 141Q: 3 clusters Score -3183317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3183312.500000 Penalty: 3318.063721
	Iteration 142Q: 3 clusters Score -3183312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3183312.500000 Penalty: 3318.063721
	Iteration 143Q: 3 clusters Score -3183312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3183312.250000 Penalty: 3318.063721
	Iteration 144Q: 3 clusters Score -3183312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3183314.500000 Penalty: 3318.063721
	Iteration 145Q: 3 clusters Score -3183314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3183317.750000 Penalty: 3318.063721
	Iteration 146Q: 3 clusters Score -3183318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3183314.750000 Penalty: 3318.063721
	Iteration 147Q: 3 clusters Score -3183315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3183316.750000 Penalty: 3318.063721
	Iteration 148Q: 3 clusters Score -3183317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3183325.000000 Penalty: 3318.063721
	Iteration 149Q: 3 clusters Score -3183325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3183321.250000 Penalty: 3318.063721
	Iteration 150Q: 3 clusters Score -3183321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3183328.000000 Penalty: 3318.063721
	Iteration 151Q: 3 clusters Score -3183328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3183335.750000 Penalty: 3318.063721
	Iteration 152Q: 3 clusters Score -3183336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3183331.000000 Penalty: 3318.063721
	Iteration 153Q: 3 clusters Score -3183331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3183333.250000 Penalty: 3318.063721
	Iteration 154Q: 3 clusters Score -3183333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3183337.750000 Penalty: 3318.063721
	Iteration 155Q: 3 clusters Score -3183338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3183343.250000 Penalty: 3318.063721
	Iteration 156Q: 3 clusters Score -3183343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3183348.000000 Penalty: 3318.063721
	Iteration 157Q: 3 clusters Score -3183348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3183346.250000 Penalty: 3318.063721
	Iteration 158Q: 3 clusters Score -3183346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3183345.250000 Penalty: 3318.063721
	Iteration 159Q: 3 clusters Score -3183345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3183348.000000 Penalty: 3318.063721
	Iteration 160F: 3 clusters Score -3183348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3183356.750000 Penalty: 3318.063721
	Iteration 161Q: 3 clusters Score -3183357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3183354.500000 Penalty: 3318.063721
	Iteration 162Q: 3 clusters Score -3183354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3183356.000000 Penalty: 3318.063721
	Iteration 163Q: 3 clusters Score -3183356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3183351.500000 Penalty: 3318.063721
	Iteration 164Q: 3 clusters Score -3183352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3183359.750000 Penalty: 3318.063721
	Iteration 165Q: 3 clusters Score -3183360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3183359.000000 Penalty: 3318.063721
	Iteration 166Q: 3 clusters Score -3183359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3183360.500000 Penalty: 3318.063721
	Iteration 167Q: 3 clusters Score -3183360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3183364.750000 Penalty: 3318.063721
	Iteration 168Q: 3 clusters Score -3183365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3183357.500000 Penalty: 3318.063721
	Iteration 169Q: 3 clusters Score -3183358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3183362.750000 Penalty: 3318.063721
	Iteration 170Q: 3 clusters Score -3183363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3183362.250000 Penalty: 3318.063721
	Iteration 171Q: 3 clusters Score -3183362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3183362.000000 Penalty: 3318.063721
	Iteration 172Q: 3 clusters Score -3183362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3183360.750000 Penalty: 3318.063721
	Iteration 173Q: 3 clusters Score -3183361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3183362.750000 Penalty: 3318.063721
	Iteration 174Q: 3 clusters Score -3183363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3183363.500000 Penalty: 3318.063721
	Iteration 175Q: 3 clusters Score -3183364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3183363.750000 Penalty: 3318.063721
	Iteration 176Q: 3 clusters Score -3183364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3183363.750000 Penalty: 3318.063721
	Iteration 177F: 3 clusters Score -3183364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Entering Unmasked Estep 
Score: -1441315.875000 Penalty: 1534.416382
	Iteration 0F: 2 clusters Score -1441316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1432515.375000 Penalty: 3068.832764
	Iteration 0F: 3 clusters Score -1432515 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1435562.250000 Penalty: 3068.832764
	Iteration 1F: 3 clusters Score -1435562 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1436051.500000 Penalty: 3068.832764
	Iteration 2F: 3 clusters Score -1436052 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1436709.125000 Penalty: 3068.832764
	Iteration 3F: 3 clusters Score -1436709 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1437347.750000 Penalty: 3068.832764
	Iteration 4F: 3 clusters Score -1437348 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1437917.375000 Penalty: 3068.832764
	Iteration 5F: 3 clusters Score -1437917 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1438376.750000 Penalty: 3068.832764
	Iteration 6F: 3 clusters Score -1438377 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1438794.500000 Penalty: 3068.832764
	Iteration 7F: 3 clusters Score -1438794 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1439213.625000 Penalty: 3068.832764
	Iteration 8F: 3 clusters Score -1439214 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1439577.125000 Penalty: 3068.832764
	Iteration 9Q: 3 clusters Score -1439577 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1439916.000000 Penalty: 3068.832764
	Iteration 10Q: 3 clusters Score -1439916 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1440191.125000 Penalty: 3068.832764
	Iteration 11Q: 3 clusters Score -1440191 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1440357.000000 Penalty: 3068.832764
	Iteration 12Q: 3 clusters Score -1440357 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1440457.875000 Penalty: 3068.832764
	Iteration 13Q: 3 clusters Score -1440458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1440529.750000 Penalty: 3068.832764
	Iteration 14Q: 3 clusters Score -1440530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1440579.125000 Penalty: 3068.832764
	Iteration 15Q: 3 clusters Score -1440579 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1440619.375000 Penalty: 3068.832764
	Iteration 16Q: 3 clusters Score -1440619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1440652.375000 Penalty: 3068.832764
	Iteration 17Q: 3 clusters Score -1440652 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1440677.750000 Penalty: 3068.832764
	Iteration 18Q: 3 clusters Score -1440678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1440719.000000 Penalty: 3068.832764
	Iteration 19Q: 3 clusters Score -1440719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1440784.625000 Penalty: 3068.832764
	Iteration 20F: 3 clusters Score -1440785 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1440852.875000 Penalty: 3068.832764
	Iteration 21Q: 3 clusters Score -1440853 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1440925.750000 Penalty: 3068.832764
	Iteration 22Q: 3 clusters Score -1440926 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1440988.000000 Penalty: 3068.832764
	Iteration 23Q: 3 clusters Score -1440988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1441017.250000 Penalty: 3068.832764
	Iteration 24Q: 3 clusters Score -1441017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1441035.500000 Penalty: 3068.832764
	Iteration 25Q: 3 clusters Score -1441036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1441050.750000 Penalty: 3068.832764
	Iteration 26Q: 3 clusters Score -1441051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1441063.250000 Penalty: 3068.832764
	Iteration 27Q: 3 clusters Score -1441063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1441072.625000 Penalty: 3068.832764
	Iteration 28Q: 3 clusters Score -1441073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1441081.875000 Penalty: 3068.832764
	Iteration 29Q: 3 clusters Score -1441082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1441084.375000 Penalty: 3068.832764
	Iteration 30Q: 3 clusters Score -1441084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1441087.750000 Penalty: 3068.832764
	Iteration 31Q: 3 clusters Score -1441088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1441089.875000 Penalty: 3068.832764
	Iteration 32Q: 3 clusters Score -1441090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1441088.375000 Penalty: 3068.832764
	Iteration 33Q: 3 clusters Score -1441088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1441089.500000 Penalty: 3068.832764
	Iteration 34Q: 3 clusters Score -1441090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1441089.625000 Penalty: 3068.832764
	Iteration 35Q: 3 clusters Score -1441090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1441090.125000 Penalty: 3068.832764
	Iteration 36Q: 3 clusters Score -1441090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1441090.125000 Penalty: 3068.832764
	Iteration 37F: 3 clusters Score -1441090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Entering Unmasked Estep 
Score: -4113963.750000 Penalty: 1702.582153
	Iteration 0F: 2 clusters Score -4113964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -4090120.250000 Penalty: 3405.164307
	Iteration 0F: 3 clusters Score -4090120 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4099082.500000 Penalty: 3405.164307
	Iteration 1F: 3 clusters Score -4099082 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -4099411.750000 Penalty: 3405.164307
	Iteration 2Q: 3 clusters Score -4099412 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4099729.000000 Penalty: 3405.164307
	Iteration 3Q: 3 clusters Score -4099729 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4099988.500000 Penalty: 3405.164307
	Iteration 4Q: 3 clusters Score -4099988 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4100207.000000 Penalty: 3405.164307
	Iteration 5Q: 3 clusters Score -4100207 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -4100408.000000 Penalty: 3405.164307
	Iteration 6Q: 3 clusters Score -4100408 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4100614.000000 Penalty: 3405.164307
	Iteration 7Q: 3 clusters Score -4100614 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -4100839.250000 Penalty: 3405.164307
	Iteration 8Q: 3 clusters Score -4100839 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4101126.000000 Penalty: 3405.164307
	Iteration 9Q: 3 clusters Score -4101126 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4101484.750000 Penalty: 3405.164307
	Iteration 10Q: 3 clusters Score -4101485 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4101993.000000 Penalty: 3405.164307
	Iteration 11Q: 3 clusters Score -4101993 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4102740.750000 Penalty: 3405.164307
	Iteration 12Q: 3 clusters Score -4102741 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -4103835.750000 Penalty: 3405.164307
	Iteration 13Q: 3 clusters Score -4103836 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -4105232.750000 Penalty: 3405.164307
	Iteration 14F: 3 clusters Score -4105233 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -4106731.000000 Penalty: 3405.164307
	Iteration 15F: 3 clusters Score -4106731 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4107929.750000 Penalty: 3405.164307
	Iteration 16Q: 3 clusters Score -4107930 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4108849.250000 Penalty: 3405.164307
	Iteration 17Q: 3 clusters Score -4108849 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -4109591.250000 Penalty: 3405.164307
	Iteration 18Q: 3 clusters Score -4109591 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -4110127.500000 Penalty: 3405.164307
	Iteration 19Q: 3 clusters Score -4110128 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4110662.000000 Penalty: 3405.164307
	Iteration 20F: 3 clusters Score -4110662 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -4111113.750000 Penalty: 3405.164307
	Iteration 21Q: 3 clusters Score -4111114 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4111484.250000 Penalty: 3405.164307
	Iteration 22Q: 3 clusters Score -4111484 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4111780.750000 Penalty: 3405.164307
	Iteration 23Q: 3 clusters Score -4111781 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -4112027.500000 Penalty: 3405.164307
	Iteration 24Q: 3 clusters Score -4112028 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -4112197.250000 Penalty: 3405.164307
	Iteration 25Q: 3 clusters Score -4112197 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4112339.750000 Penalty: 3405.164307
	Iteration 26Q: 3 clusters Score -4112340 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -4112410.750000 Penalty: 3405.164307
	Iteration 27Q: 3 clusters Score -4112411 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4112447.250000 Penalty: 3405.164307
	Iteration 28Q: 3 clusters Score -4112447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -4112491.750000 Penalty: 3405.164307
	Iteration 29Q: 3 clusters Score -4112492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4112533.000000 Penalty: 3405.164307
	Iteration 30Q: 3 clusters Score -4112533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4112547.750000 Penalty: 3405.164307
	Iteration 31Q: 3 clusters Score -4112548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4112559.500000 Penalty: 3405.164307
	Iteration 32Q: 3 clusters Score -4112560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4112557.000000 Penalty: 3405.164307
	Iteration 33Q: 3 clusters Score -4112557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4112564.000000 Penalty: 3405.164307
	Iteration 34Q: 3 clusters Score -4112564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4112565.750000 Penalty: 3405.164307
	Iteration 35Q: 3 clusters Score -4112566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4112565.750000 Penalty: 3405.164307
	Iteration 36F: 3 clusters Score -4112566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (109759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Entering Unmasked Estep 
Score: -12829468.000000 Penalty: 1885.981812
	Iteration 0F: 2 clusters Score -1.282947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -12760685.000000 Penalty: 3771.963623
	Iteration 0F: 3 clusters Score -1.276068e+07 nChanged 52266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -12790991.000000 Penalty: 3771.963623
	Iteration 1F: 3 clusters Score -1.279099e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -12791768.000000 Penalty: 3771.963623
	Iteration 2Q: 3 clusters Score -1.279177e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -12792884.000000 Penalty: 3771.963623
	Iteration 3Q: 3 clusters Score -1.279288e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -12794718.000000 Penalty: 3771.963623
	Iteration 4Q: 3 clusters Score -1.279472e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -12797614.000000 Penalty: 3771.963623
	Iteration 5Q: 3 clusters Score -1.279761e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -12801878.000000 Penalty: 3771.963623
	Iteration 6F: 3 clusters Score -1.280188e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -12807783.000000 Penalty: 3771.963623
	Iteration 7F: 3 clusters Score -1.280778e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -12813225.000000 Penalty: 3771.963623
	Iteration 8F: 3 clusters Score -1.281322e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -12816082.000000 Penalty: 3771.963623
	Iteration 9F: 3 clusters Score -1.281608e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -12817038.000000 Penalty: 3771.963623
	Iteration 10Q: 3 clusters Score -1.281704e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -12817520.000000 Penalty: 3771.963623
	Iteration 11Q: 3 clusters Score -1.281752e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -12817932.000000 Penalty: 3771.963623
	Iteration 12Q: 3 clusters Score -1.281793e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -12818280.000000 Penalty: 3771.963623
	Iteration 13Q: 3 clusters Score -1.281828e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -12818648.000000 Penalty: 3771.963623
	Iteration 14Q: 3 clusters Score -1.281865e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -12819006.000000 Penalty: 3771.963623
	Iteration 15Q: 3 clusters Score -1.281901e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -12819342.000000 Penalty: 3771.963623
	Iteration 16Q: 3 clusters Score -1.281934e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -12819641.000000 Penalty: 3771.963623
	Iteration 17Q: 3 clusters Score -1.281964e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -12820004.000000 Penalty: 3771.963623
	Iteration 18Q: 3 clusters Score -1.282e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -12820218.000000 Penalty: 3771.963623
	Iteration 19Q: 3 clusters Score -1.282022e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -12820490.000000 Penalty: 3771.963623
	Iteration 20F: 3 clusters Score -1.282049e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -12820770.000000 Penalty: 3771.963623
	Iteration 21Q: 3 clusters Score -1.282077e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -12821034.000000 Penalty: 3771.963623
	Iteration 22Q: 3 clusters Score -1.282103e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -12821398.000000 Penalty: 3771.963623
	Iteration 23Q: 3 clusters Score -1.28214e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -12821621.000000 Penalty: 3771.963623
	Iteration 24Q: 3 clusters Score -1.282162e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -12822000.000000 Penalty: 3771.963623
	Iteration 25Q: 3 clusters Score -1.2822e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -12822417.000000 Penalty: 3771.963623
	Iteration 26Q: 3 clusters Score -1.282242e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -12822656.000000 Penalty: 3771.963623
	Iteration 27Q: 3 clusters Score -1.282266e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -12822827.000000 Penalty: 3771.963623
	Iteration 28Q: 3 clusters Score -1.282283e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -12822947.000000 Penalty: 3771.963623
	Iteration 29Q: 3 clusters Score -1.282295e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -12823052.000000 Penalty: 3771.963623
	Iteration 30Q: 3 clusters Score -1.282305e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -12823109.000000 Penalty: 3771.963623
	Iteration 31Q: 3 clusters Score -1.282311e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -12823170.000000 Penalty: 3771.963623
	Iteration 32Q: 3 clusters Score -1.282317e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -12823255.000000 Penalty: 3771.963623
	Iteration 33Q: 3 clusters Score -1.282326e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -12823344.000000 Penalty: 3771.963623
	Iteration 34Q: 3 clusters Score -1.282334e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -12823401.000000 Penalty: 3771.963623
	Iteration 35Q: 3 clusters Score -1.28234e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -12823395.000000 Penalty: 3771.963623
	Iteration 36Q: 3 clusters Score -1.28234e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -12823459.000000 Penalty: 3771.963623
	Iteration 37Q: 3 clusters Score -1.282346e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -12823479.000000 Penalty: 3771.963623
	Iteration 38Q: 3 clusters Score -1.282348e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -12823534.000000 Penalty: 3771.963623
	Iteration 39Q: 3 clusters Score -1.282353e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -12823557.000000 Penalty: 3771.963623
	Iteration 40F: 3 clusters Score -1.282356e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -12823569.000000 Penalty: 3771.963623
	Iteration 41Q: 3 clusters Score -1.282357e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -12823562.000000 Penalty: 3771.963623
	Iteration 42Q: 3 clusters Score -1.282356e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -12823579.000000 Penalty: 3771.963623
	Iteration 43Q: 3 clusters Score -1.282358e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -12823561.000000 Penalty: 3771.963623
	Iteration 44Q: 3 clusters Score -1.282356e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -12823554.000000 Penalty: 3771.963623
	Iteration 45Q: 3 clusters Score -1.282355e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -12823567.000000 Penalty: 3771.963623
	Iteration 46Q: 3 clusters Score -1.282357e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -12823585.000000 Penalty: 3771.963623
	Iteration 47Q: 3 clusters Score -1.282358e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -12823563.000000 Penalty: 3771.963623
	Iteration 48Q: 3 clusters Score -1.282356e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -12823570.000000 Penalty: 3771.963623
	Iteration 49Q: 3 clusters Score -1.282357e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -12823578.000000 Penalty: 3771.963623
	Iteration 50Q: 3 clusters Score -1.282358e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -12823563.000000 Penalty: 3771.963623
	Iteration 51Q: 3 clusters Score -1.282356e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -12823534.000000 Penalty: 3771.963623
	Iteration 52Q: 3 clusters Score -1.282353e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -12823498.000000 Penalty: 3771.963623
	Iteration 53Q: 3 clusters Score -1.28235e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -12823532.000000 Penalty: 3771.963623
	Iteration 54Q: 3 clusters Score -1.282353e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -12823501.000000 Penalty: 3771.963623
	Iteration 55Q: 3 clusters Score -1.28235e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -12823483.000000 Penalty: 3771.963623
	Iteration 56Q: 3 clusters Score -1.282348e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -12823483.000000 Penalty: 3771.963623
	Iteration 57Q: 3 clusters Score -1.282348e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -12823500.000000 Penalty: 3771.963623
	Iteration 58Q: 3 clusters Score -1.28235e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -12823476.000000 Penalty: 3771.963623
	Iteration 59Q: 3 clusters Score -1.282348e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -12823464.000000 Penalty: 3771.963623
	Iteration 60F: 3 clusters Score -1.282346e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -12823453.000000 Penalty: 3771.963623
	Iteration 61Q: 3 clusters Score -1.282345e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -12823478.000000 Penalty: 3771.963623
	Iteration 62Q: 3 clusters Score -1.282348e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -12823460.000000 Penalty: 3771.963623
	Iteration 63Q: 3 clusters Score -1.282346e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -12823442.000000 Penalty: 3771.963623
	Iteration 64Q: 3 clusters Score -1.282344e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -12823439.000000 Penalty: 3771.963623
	Iteration 65Q: 3 clusters Score -1.282344e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -12823449.000000 Penalty: 3771.963623
	Iteration 66Q: 3 clusters Score -1.282345e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -12823428.000000 Penalty: 3771.963623
	Iteration 67Q: 3 clusters Score -1.282343e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -12823434.000000 Penalty: 3771.963623
	Iteration 68Q: 3 clusters Score -1.282343e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -12823447.000000 Penalty: 3771.963623
	Iteration 69Q: 3 clusters Score -1.282345e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -12823450.000000 Penalty: 3771.963623
	Iteration 70Q: 3 clusters Score -1.282345e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -12823429.000000 Penalty: 3771.963623
	Iteration 71Q: 3 clusters Score -1.282343e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -12823463.000000 Penalty: 3771.963623
	Iteration 72Q: 3 clusters Score -1.282346e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -12823435.000000 Penalty: 3771.963623
	Iteration 73Q: 3 clusters Score -1.282344e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -12823420.000000 Penalty: 3771.963623
	Iteration 74Q: 3 clusters Score -1.282342e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69442 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -12823418.000000 Penalty: 3771.963623
	Iteration 75Q: 3 clusters Score -1.282342e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -12823411.000000 Penalty: 3771.963623
	Iteration 76Q: 3 clusters Score -1.282341e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -12823426.000000 Penalty: 3771.963623
	Iteration 77Q: 3 clusters Score -1.282343e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -12823405.000000 Penalty: 3771.963623
	Iteration 78Q: 3 clusters Score -1.28234e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -12823428.000000 Penalty: 3771.963623
	Iteration 79Q: 3 clusters Score -1.282343e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -12823406.000000 Penalty: 3771.963623
	Iteration 80F: 3 clusters Score -1.282341e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -12823400.000000 Penalty: 3771.963623
	Iteration 81Q: 3 clusters Score -1.28234e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -12823410.000000 Penalty: 3771.963623
	Iteration 82Q: 3 clusters Score -1.282341e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -12823425.000000 Penalty: 3771.963623
	Iteration 83Q: 3 clusters Score -1.282342e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -12823426.000000 Penalty: 3771.963623
	Iteration 84Q: 3 clusters Score -1.282343e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -12823435.000000 Penalty: 3771.963623
	Iteration 85Q: 3 clusters Score -1.282344e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -12823411.000000 Penalty: 3771.963623
	Iteration 86Q: 3 clusters Score -1.282341e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70509 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -12823417.000000 Penalty: 3771.963623
	Iteration 87Q: 3 clusters Score -1.282342e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -12823410.000000 Penalty: 3771.963623
	Iteration 88Q: 3 clusters Score -1.282341e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -12823408.000000 Penalty: 3771.963623
	Iteration 89Q: 3 clusters Score -1.282341e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -12823413.000000 Penalty: 3771.963623
	Iteration 90Q: 3 clusters Score -1.282341e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70920 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -12823396.000000 Penalty: 3771.963623
	Iteration 91Q: 3 clusters Score -1.28234e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -12823410.000000 Penalty: 3771.963623
	Iteration 92Q: 3 clusters Score -1.282341e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -12823396.000000 Penalty: 3771.963623
	Iteration 93Q: 3 clusters Score -1.28234e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -12823392.000000 Penalty: 3771.963623
	Iteration 94Q: 3 clusters Score -1.282339e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -12823386.000000 Penalty: 3771.963623
	Iteration 95Q: 3 clusters Score -1.282339e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -12823390.000000 Penalty: 3771.963623
	Iteration 96Q: 3 clusters Score -1.282339e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -12823433.000000 Penalty: 3771.963623
	Iteration 97Q: 3 clusters Score -1.282343e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -12823390.000000 Penalty: 3771.963623
	Iteration 98Q: 3 clusters Score -1.282339e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -12823405.000000 Penalty: 3771.963623
	Iteration 99Q: 3 clusters Score -1.28234e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -12823423.000000 Penalty: 3771.963623
	Iteration 100F: 3 clusters Score -1.282342e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72072 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -12823423.000000 Penalty: 3771.963623
	Iteration 101Q: 3 clusters Score -1.282342e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -12823433.000000 Penalty: 3771.963623
	Iteration 102Q: 3 clusters Score -1.282343e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -12823419.000000 Penalty: 3771.963623
	Iteration 103Q: 3 clusters Score -1.282342e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -12823426.000000 Penalty: 3771.963623
	Iteration 104Q: 3 clusters Score -1.282343e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -12823422.000000 Penalty: 3771.963623
	Iteration 105Q: 3 clusters Score -1.282342e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -12823438.000000 Penalty: 3771.963623
	Iteration 106Q: 3 clusters Score -1.282344e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -12823432.000000 Penalty: 3771.963623
	Iteration 107Q: 3 clusters Score -1.282343e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -12823446.000000 Penalty: 3771.963623
	Iteration 108Q: 3 clusters Score -1.282345e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -12823449.000000 Penalty: 3771.963623
	Iteration 109Q: 3 clusters Score -1.282345e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -12823427.000000 Penalty: 3771.963623
	Iteration 110Q: 3 clusters Score -1.282343e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -12823456.000000 Penalty: 3771.963623
	Iteration 111Q: 3 clusters Score -1.282346e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -12823449.000000 Penalty: 3771.963623
	Iteration 112Q: 3 clusters Score -1.282345e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -12823457.000000 Penalty: 3771.963623
	Iteration 113Q: 3 clusters Score -1.282346e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -12823448.000000 Penalty: 3771.963623
	Iteration 114Q: 3 clusters Score -1.282345e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -12823453.000000 Penalty: 3771.963623
	Iteration 115Q: 3 clusters Score -1.282345e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -12823454.000000 Penalty: 3771.963623
	Iteration 116Q: 3 clusters Score -1.282345e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -12823443.000000 Penalty: 3771.963623
	Iteration 117Q: 3 clusters Score -1.282344e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -12823453.000000 Penalty: 3771.963623
	Iteration 118Q: 3 clusters Score -1.282345e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -12823455.000000 Penalty: 3771.963623
	Iteration 119Q: 3 clusters Score -1.282346e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -12823458.000000 Penalty: 3771.963623
	Iteration 120F: 3 clusters Score -1.282346e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -12823460.000000 Penalty: 3771.963623
	Iteration 121Q: 3 clusters Score -1.282346e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -12823446.000000 Penalty: 3771.963623
	Iteration 122Q: 3 clusters Score -1.282345e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -12823441.000000 Penalty: 3771.963623
	Iteration 123Q: 3 clusters Score -1.282344e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -12823451.000000 Penalty: 3771.963623
	Iteration 124Q: 3 clusters Score -1.282345e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -12823432.000000 Penalty: 3771.963623
	Iteration 125Q: 3 clusters Score -1.282343e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -12823449.000000 Penalty: 3771.963623
	Iteration 126Q: 3 clusters Score -1.282345e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -12823442.000000 Penalty: 3771.963623
	Iteration 127Q: 3 clusters Score -1.282344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73812 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -12823440.000000 Penalty: 3771.963623
	Iteration 128Q: 3 clusters Score -1.282344e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -12823442.000000 Penalty: 3771.963623
	Iteration 129Q: 3 clusters Score -1.282344e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73903 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -12823453.000000 Penalty: 3771.963623
	Iteration 130Q: 3 clusters Score -1.282345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -12823454.000000 Penalty: 3771.963623
	Iteration 131Q: 3 clusters Score -1.282345e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73973 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -12823458.000000 Penalty: 3771.963623
	Iteration 132Q: 3 clusters Score -1.282346e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -12823448.000000 Penalty: 3771.963623
	Iteration 133Q: 3 clusters Score -1.282345e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -12823446.000000 Penalty: 3771.963623
	Iteration 134Q: 3 clusters Score -1.282345e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -12823439.000000 Penalty: 3771.963623
	Iteration 135Q: 3 clusters Score -1.282344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -12823442.000000 Penalty: 3771.963623
	Iteration 136Q: 3 clusters Score -1.282344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -12823446.000000 Penalty: 3771.963623
	Iteration 137Q: 3 clusters Score -1.282345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -12823459.000000 Penalty: 3771.963623
	Iteration 138Q: 3 clusters Score -1.282346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -12823459.000000 Penalty: 3771.963623
	Iteration 139Q: 3 clusters Score -1.282346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -12823426.000000 Penalty: 3771.963623
	Iteration 140F: 3 clusters Score -1.282343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -12823428.000000 Penalty: 3771.963623
	Iteration 141Q: 3 clusters Score -1.282343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -12823439.000000 Penalty: 3771.963623
	Iteration 142Q: 3 clusters Score -1.282344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -12823430.000000 Penalty: 3771.963623
	Iteration 143Q: 3 clusters Score -1.282343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74225 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -12823426.000000 Penalty: 3771.963623
	Iteration 144Q: 3 clusters Score -1.282343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -12823445.000000 Penalty: 3771.963623
	Iteration 145Q: 3 clusters Score -1.282344e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -12823445.000000 Penalty: 3771.963623
	Iteration 146Q: 3 clusters Score -1.282344e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -12823445.000000 Penalty: 3771.963623
	Iteration 147Q: 3 clusters Score -1.282344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -12823441.000000 Penalty: 3771.963623
	Iteration 148Q: 3 clusters Score -1.282344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -12823444.000000 Penalty: 3771.963623
	Iteration 149Q: 3 clusters Score -1.282344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -12823452.000000 Penalty: 3771.963623
	Iteration 150Q: 3 clusters Score -1.282345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -12823450.000000 Penalty: 3771.963623
	Iteration 151Q: 3 clusters Score -1.282345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -12823463.000000 Penalty: 3771.963623
	Iteration 152Q: 3 clusters Score -1.282346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -12823465.000000 Penalty: 3771.963623
	Iteration 153Q: 3 clusters Score -1.282346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74377 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -12823458.000000 Penalty: 3771.963623
	Iteration 154Q: 3 clusters Score -1.282346e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -12823456.000000 Penalty: 3771.963623
	Iteration 155Q: 3 clusters Score -1.282346e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74434 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -12823442.000000 Penalty: 3771.963623
	Iteration 156Q: 3 clusters Score -1.282344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -12823439.000000 Penalty: 3771.963623
	Iteration 157Q: 3 clusters Score -1.282344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -12823419.000000 Penalty: 3771.963623
	Iteration 158Q: 3 clusters Score -1.282342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -12823431.000000 Penalty: 3771.963623
	Iteration 159Q: 3 clusters Score -1.282343e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -12823424.000000 Penalty: 3771.963623
	Iteration 160F: 3 clusters Score -1.282342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -12823433.000000 Penalty: 3771.963623
	Iteration 161Q: 3 clusters Score -1.282343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -12823442.000000 Penalty: 3771.963623
	Iteration 162Q: 3 clusters Score -1.282344e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -12823453.000000 Penalty: 3771.963623
	Iteration 163Q: 3 clusters Score -1.282345e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -12823461.000000 Penalty: 3771.963623
	Iteration 164Q: 3 clusters Score -1.282346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -12823463.000000 Penalty: 3771.963623
	Iteration 165Q: 3 clusters Score -1.282346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -12823462.000000 Penalty: 3771.963623
	Iteration 166Q: 3 clusters Score -1.282346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74634 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -12823467.000000 Penalty: 3771.963623
	Iteration 167Q: 3 clusters Score -1.282347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74641 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -12823454.000000 Penalty: 3771.963623
	Iteration 168Q: 3 clusters Score -1.282345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -12823460.000000 Penalty: 3771.963623
	Iteration 169Q: 3 clusters Score -1.282346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -12823457.000000 Penalty: 3771.963623
	Iteration 170Q: 3 clusters Score -1.282346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -12823461.000000 Penalty: 3771.963623
	Iteration 171Q: 3 clusters Score -1.282346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -12823473.000000 Penalty: 3771.963623
	Iteration 172Q: 3 clusters Score -1.282347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -12823460.000000 Penalty: 3771.963623
	Iteration 173Q: 3 clusters Score -1.282346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -12823462.000000 Penalty: 3771.963623
	Iteration 174Q: 3 clusters Score -1.282346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -12823458.000000 Penalty: 3771.963623
	Iteration 175Q: 3 clusters Score -1.282346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -12823468.000000 Penalty: 3771.963623
	Iteration 176Q: 3 clusters Score -1.282347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -12823470.000000 Penalty: 3771.963623
	Iteration 177Q: 3 clusters Score -1.282347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -12823474.000000 Penalty: 3771.963623
	Iteration 178Q: 3 clusters Score -1.282347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -12823464.000000 Penalty: 3771.963623
	Iteration 179Q: 3 clusters Score -1.282346e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -12823471.000000 Penalty: 3771.963623
	Iteration 180F: 3 clusters Score -1.282347e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -12823448.000000 Penalty: 3771.963623
	Iteration 181Q: 3 clusters Score -1.282345e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -12823459.000000 Penalty: 3771.963623
	Iteration 182Q: 3 clusters Score -1.282346e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -12823449.000000 Penalty: 3771.963623
	Iteration 183Q: 3 clusters Score -1.282345e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -12823448.000000 Penalty: 3771.963623
	Iteration 184Q: 3 clusters Score -1.282345e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -12823455.000000 Penalty: 3771.963623
	Iteration 185Q: 3 clusters Score -1.282346e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -12823465.000000 Penalty: 3771.963623
	Iteration 186Q: 3 clusters Score -1.282346e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -12823447.000000 Penalty: 3771.963623
	Iteration 187Q: 3 clusters Score -1.282345e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -12823472.000000 Penalty: 3771.963623
	Iteration 188Q: 3 clusters Score -1.282347e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -12823454.000000 Penalty: 3771.963623
	Iteration 189Q: 3 clusters Score -1.282345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -12823458.000000 Penalty: 3771.963623
	Iteration 190Q: 3 clusters Score -1.282346e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -12823472.000000 Penalty: 3771.963623
	Iteration 191Q: 3 clusters Score -1.282347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75231 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -12823453.000000 Penalty: 3771.963623
	Iteration 192Q: 3 clusters Score -1.282345e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75258 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -12823438.000000 Penalty: 3771.963623
	Iteration 193Q: 3 clusters Score -1.282344e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -12823440.000000 Penalty: 3771.963623
	Iteration 194Q: 3 clusters Score -1.282344e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -12823436.000000 Penalty: 3771.963623
	Iteration 195Q: 3 clusters Score -1.282344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -12823457.000000 Penalty: 3771.963623
	Iteration 196Q: 3 clusters Score -1.282346e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -12823458.000000 Penalty: 3771.963623
	Iteration 197Q: 3 clusters Score -1.282346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -12823447.000000 Penalty: 3771.963623
	Iteration 198Q: 3 clusters Score -1.282345e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -12823453.000000 Penalty: 3771.963623
	Iteration 199Q: 3 clusters Score -1.282345e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -12823463.000000 Penalty: 3771.963623
	Iteration 200F: 3 clusters Score -1.282346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -12823464.000000 Penalty: 3771.963623
	Iteration 201Q: 3 clusters Score -1.282346e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -12823480.000000 Penalty: 3771.963623
	Iteration 202Q: 3 clusters Score -1.282348e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -12823458.000000 Penalty: 3771.963623
	Iteration 203Q: 3 clusters Score -1.282346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75598 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -12823459.000000 Penalty: 3771.963623
	Iteration 204Q: 3 clusters Score -1.282346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -12823454.000000 Penalty: 3771.963623
	Iteration 205Q: 3 clusters Score -1.282345e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -12823439.000000 Penalty: 3771.963623
	Iteration 206Q: 3 clusters Score -1.282344e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -12823437.000000 Penalty: 3771.963623
	Iteration 207Q: 3 clusters Score -1.282344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -12823427.000000 Penalty: 3771.963623
	Iteration 208Q: 3 clusters Score -1.282343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -12823429.000000 Penalty: 3771.963623
	Iteration 209Q: 3 clusters Score -1.282343e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -12823423.000000 Penalty: 3771.963623
	Iteration 210Q: 3 clusters Score -1.282342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -12823428.000000 Penalty: 3771.963623
	Iteration 211Q: 3 clusters Score -1.282343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -12823430.000000 Penalty: 3771.963623
	Iteration 212Q: 3 clusters Score -1.282343e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -12823430.000000 Penalty: 3771.963623
	Iteration 213Q: 3 clusters Score -1.282343e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -12823412.000000 Penalty: 3771.963623
	Iteration 214Q: 3 clusters Score -1.282341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -12823416.000000 Penalty: 3771.963623
	Iteration 215Q: 3 clusters Score -1.282342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -12823413.000000 Penalty: 3771.963623
	Iteration 216Q: 3 clusters Score -1.282341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -12823402.000000 Penalty: 3771.963623
	Iteration 217Q: 3 clusters Score -1.28234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -12823408.000000 Penalty: 3771.963623
	Iteration 218Q: 3 clusters Score -1.282341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -12823403.000000 Penalty: 3771.963623
	Iteration 219Q: 3 clusters Score -1.28234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -12823408.000000 Penalty: 3771.963623
	Iteration 220F: 3 clusters Score -1.282341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -12823410.000000 Penalty: 3771.963623
	Iteration 221Q: 3 clusters Score -1.282341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -12823410.000000 Penalty: 3771.963623
	Iteration 222Q: 3 clusters Score -1.282341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -12823408.000000 Penalty: 3771.963623
	Iteration 223Q: 3 clusters Score -1.282341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -12823423.000000 Penalty: 3771.963623
	Iteration 224Q: 3 clusters Score -1.282342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -12823411.000000 Penalty: 3771.963623
	Iteration 225Q: 3 clusters Score -1.282341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -12823416.000000 Penalty: 3771.963623
	Iteration 226Q: 3 clusters Score -1.282342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -12823415.000000 Penalty: 3771.963623
	Iteration 227Q: 3 clusters Score -1.282342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -12823423.000000 Penalty: 3771.963623
	Iteration 228Q: 3 clusters Score -1.282342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -12823432.000000 Penalty: 3771.963623
	Iteration 229Q: 3 clusters Score -1.282343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76042 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -12823429.000000 Penalty: 3771.963623
	Iteration 230Q: 3 clusters Score -1.282343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -12823417.000000 Penalty: 3771.963623
	Iteration 231Q: 3 clusters Score -1.282342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -12823418.000000 Penalty: 3771.963623
	Iteration 232Q: 3 clusters Score -1.282342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -12823415.000000 Penalty: 3771.963623
	Iteration 233Q: 3 clusters Score -1.282342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76080 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -12823404.000000 Penalty: 3771.963623
	Iteration 234Q: 3 clusters Score -1.28234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -12823405.000000 Penalty: 3771.963623
	Iteration 235Q: 3 clusters Score -1.28234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -12823414.000000 Penalty: 3771.963623
	Iteration 236Q: 3 clusters Score -1.282341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -12823418.000000 Penalty: 3771.963623
	Iteration 237Q: 3 clusters Score -1.282342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -12823417.000000 Penalty: 3771.963623
	Iteration 238Q: 3 clusters Score -1.282342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -12823421.000000 Penalty: 3771.963623
	Iteration 239Q: 3 clusters Score -1.282342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -12823416.000000 Penalty: 3771.963623
	Iteration 240F: 3 clusters Score -1.282342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -12823413.000000 Penalty: 3771.963623
	Iteration 241Q: 3 clusters Score -1.282341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -12823412.000000 Penalty: 3771.963623
	Iteration 242Q: 3 clusters Score -1.282341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -12823404.000000 Penalty: 3771.963623
	Iteration 243Q: 3 clusters Score -1.28234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -12823405.000000 Penalty: 3771.963623
	Iteration 244Q: 3 clusters Score -1.28234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -12823416.000000 Penalty: 3771.963623
	Iteration 245Q: 3 clusters Score -1.282342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -12823428.000000 Penalty: 3771.963623
	Iteration 246Q: 3 clusters Score -1.282343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -12823413.000000 Penalty: 3771.963623
	Iteration 247Q: 3 clusters Score -1.282341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -12823415.000000 Penalty: 3771.963623
	Iteration 248Q: 3 clusters Score -1.282342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -12823415.000000 Penalty: 3771.963623
	Iteration 249Q: 3 clusters Score -1.282342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -12823406.000000 Penalty: 3771.963623
	Iteration 250Q: 3 clusters Score -1.282341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -12823413.000000 Penalty: 3771.963623
	Iteration 251Q: 3 clusters Score -1.282341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -12823422.000000 Penalty: 3771.963623
	Iteration 252Q: 3 clusters Score -1.282342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -12823416.000000 Penalty: 3771.963623
	Iteration 253Q: 3 clusters Score -1.282342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -12823415.000000 Penalty: 3771.963623
	Iteration 254Q: 3 clusters Score -1.282342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -12823418.000000 Penalty: 3771.963623
	Iteration 255Q: 3 clusters Score -1.282342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -12823418.000000 Penalty: 3771.963623
	Iteration 256Q: 3 clusters Score -1.282342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -12823426.000000 Penalty: 3771.963623
	Iteration 257Q: 3 clusters Score -1.282343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -12823411.000000 Penalty: 3771.963623
	Iteration 258Q: 3 clusters Score -1.282341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -12823427.000000 Penalty: 3771.963623
	Iteration 259Q: 3 clusters Score -1.282343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -12823426.000000 Penalty: 3771.963623
	Iteration 260F: 3 clusters Score -1.282343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -12823424.000000 Penalty: 3771.963623
	Iteration 261Q: 3 clusters Score -1.282342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -12823425.000000 Penalty: 3771.963623
	Iteration 262Q: 3 clusters Score -1.282342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -12823410.000000 Penalty: 3771.963623
	Iteration 263Q: 3 clusters Score -1.282341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -12823415.000000 Penalty: 3771.963623
	Iteration 264Q: 3 clusters Score -1.282342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -12823421.000000 Penalty: 3771.963623
	Iteration 265Q: 3 clusters Score -1.282342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76371 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -12823420.000000 Penalty: 3771.963623
	Iteration 266Q: 3 clusters Score -1.282342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -12823430.000000 Penalty: 3771.963623
	Iteration 267Q: 3 clusters Score -1.282343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -12823415.000000 Penalty: 3771.963623
	Iteration 268Q: 3 clusters Score -1.282342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -12823428.000000 Penalty: 3771.963623
	Iteration 269Q: 3 clusters Score -1.282343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -12823423.000000 Penalty: 3771.963623
	Iteration 270Q: 3 clusters Score -1.282342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -12823422.000000 Penalty: 3771.963623
	Iteration 271Q: 3 clusters Score -1.282342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -12823420.000000 Penalty: 3771.963623
	Iteration 272Q: 3 clusters Score -1.282342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76457 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -12823425.000000 Penalty: 3771.963623
	Iteration 273Q: 3 clusters Score -1.282342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -12823424.000000 Penalty: 3771.963623
	Iteration 274Q: 3 clusters Score -1.282342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -12823443.000000 Penalty: 3771.963623
	Iteration 275Q: 3 clusters Score -1.282344e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -12823450.000000 Penalty: 3771.963623
	Iteration 276Q: 3 clusters Score -1.282345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -12823443.000000 Penalty: 3771.963623
	Iteration 277Q: 3 clusters Score -1.282344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -12823443.000000 Penalty: 3771.963623
	Iteration 278Q: 3 clusters Score -1.282344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76550 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -12823435.000000 Penalty: 3771.963623
	Iteration 279Q: 3 clusters Score -1.282344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -12823436.000000 Penalty: 3771.963623
	Iteration 280F: 3 clusters Score -1.282344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76591 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -12823437.000000 Penalty: 3771.963623
	Iteration 281Q: 3 clusters Score -1.282344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -12823432.000000 Penalty: 3771.963623
	Iteration 282Q: 3 clusters Score -1.282343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -12823436.000000 Penalty: 3771.963623
	Iteration 283Q: 3 clusters Score -1.282344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -12823422.000000 Penalty: 3771.963623
	Iteration 284Q: 3 clusters Score -1.282342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -12823421.000000 Penalty: 3771.963623
	Iteration 285Q: 3 clusters Score -1.282342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -12823427.000000 Penalty: 3771.963623
	Iteration 286Q: 3 clusters Score -1.282343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76713 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -12823427.000000 Penalty: 3771.963623
	Iteration 287Q: 3 clusters Score -1.282343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -12823420.000000 Penalty: 3771.963623
	Iteration 288Q: 3 clusters Score -1.282342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -12823424.000000 Penalty: 3771.963623
	Iteration 289Q: 3 clusters Score -1.282342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76757 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -12823432.000000 Penalty: 3771.963623
	Iteration 290Q: 3 clusters Score -1.282343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -12823432.000000 Penalty: 3771.963623
	Iteration 291Q: 3 clusters Score -1.282343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76779 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -12823428.000000 Penalty: 3771.963623
	Iteration 292Q: 3 clusters Score -1.282343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -12823433.000000 Penalty: 3771.963623
	Iteration 293Q: 3 clusters Score -1.282343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -12823442.000000 Penalty: 3771.963623
	Iteration 294Q: 3 clusters Score -1.282344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -12823439.000000 Penalty: 3771.963623
	Iteration 295Q: 3 clusters Score -1.282344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -12823446.000000 Penalty: 3771.963623
	Iteration 296Q: 3 clusters Score -1.282345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -12823446.000000 Penalty: 3771.963623
	Iteration 297Q: 3 clusters Score -1.282345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -12823452.000000 Penalty: 3771.963623
	Iteration 298Q: 3 clusters Score -1.282345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -12823452.000000 Penalty: 3771.963623
	Iteration 299Q: 3 clusters Score -1.282345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -12823454.000000 Penalty: 3771.963623
	Iteration 300F: 3 clusters Score -1.282345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76864 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -12823449.000000 Penalty: 3771.963623
	Iteration 301Q: 3 clusters Score -1.282345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -12823448.000000 Penalty: 3771.963623
	Iteration 302Q: 3 clusters Score -1.282345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76888 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -12823448.000000 Penalty: 3771.963623
	Iteration 303Q: 3 clusters Score -1.282345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -12823442.000000 Penalty: 3771.963623
	Iteration 304Q: 3 clusters Score -1.282344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -12823428.000000 Penalty: 3771.963623
	Iteration 305Q: 3 clusters Score -1.282343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -12823426.000000 Penalty: 3771.963623
	Iteration 306Q: 3 clusters Score -1.282343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76958 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -12823408.000000 Penalty: 3771.963623
	Iteration 307Q: 3 clusters Score -1.282341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -12823404.000000 Penalty: 3771.963623
	Iteration 308Q: 3 clusters Score -1.28234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -12823410.000000 Penalty: 3771.963623
	Iteration 309Q: 3 clusters Score -1.282341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -12823412.000000 Penalty: 3771.963623
	Iteration 310Q: 3 clusters Score -1.282341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -12823408.000000 Penalty: 3771.963623
	Iteration 311Q: 3 clusters Score -1.282341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -12823411.000000 Penalty: 3771.963623
	Iteration 312Q: 3 clusters Score -1.282341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -12823412.000000 Penalty: 3771.963623
	Iteration 313Q: 3 clusters Score -1.282341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -12823421.000000 Penalty: 3771.963623
	Iteration 314Q: 3 clusters Score -1.282342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -12823420.000000 Penalty: 3771.963623
	Iteration 315Q: 3 clusters Score -1.282342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77006 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -12823419.000000 Penalty: 3771.963623
	Iteration 316Q: 3 clusters Score -1.282342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -12823416.000000 Penalty: 3771.963623
	Iteration 317Q: 3 clusters Score -1.282342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -12823423.000000 Penalty: 3771.963623
	Iteration 318Q: 3 clusters Score -1.282342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -12823430.000000 Penalty: 3771.963623
	Iteration 319Q: 3 clusters Score -1.282343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -12823421.000000 Penalty: 3771.963623
	Iteration 320F: 3 clusters Score -1.282342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -12823420.000000 Penalty: 3771.963623
	Iteration 321Q: 3 clusters Score -1.282342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -12823416.000000 Penalty: 3771.963623
	Iteration 322Q: 3 clusters Score -1.282342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -12823417.000000 Penalty: 3771.963623
	Iteration 323Q: 3 clusters Score -1.282342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -12823418.000000 Penalty: 3771.963623
	Iteration 324Q: 3 clusters Score -1.282342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -12823419.000000 Penalty: 3771.963623
	Iteration 325Q: 3 clusters Score -1.282342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -12823417.000000 Penalty: 3771.963623
	Iteration 326Q: 3 clusters Score -1.282342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -12823406.000000 Penalty: 3771.963623
	Iteration 327Q: 3 clusters Score -1.282341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -12823406.000000 Penalty: 3771.963623
	Iteration 328F: 3 clusters Score -1.282341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (92929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Entering Unmasked Estep 
Score: -10872674.000000 Penalty: 1858.933594
	Iteration 0F: 2 clusters Score -1.087267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -10812850.000000 Penalty: 3717.867188
	Iteration 0F: 3 clusters Score -1.081285e+07 nChanged 44373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -10838899.000000 Penalty: 3717.867188
	Iteration 1F: 3 clusters Score -1.08389e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -10839784.000000 Penalty: 3717.867188
	Iteration 2Q: 3 clusters Score -1.083978e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -10841142.000000 Penalty: 3717.867188
	Iteration 3Q: 3 clusters Score -1.084114e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -10843194.000000 Penalty: 3717.867188
	Iteration 4F: 3 clusters Score -1.084319e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -10846580.000000 Penalty: 3717.867188
	Iteration 5F: 3 clusters Score -1.084658e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -10851628.000000 Penalty: 3717.867188
	Iteration 6F: 3 clusters Score -1.085163e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -10858011.000000 Penalty: 3717.867188
	Iteration 7F: 3 clusters Score -1.085801e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -10863848.000000 Penalty: 3717.867188
	Iteration 8F: 3 clusters Score -1.086385e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -10867440.000000 Penalty: 3717.867188
	Iteration 9Q: 3 clusters Score -1.086744e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -10869365.000000 Penalty: 3717.867188
	Iteration 10Q: 3 clusters Score -1.086936e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 91196 members 
Entering Unmasked Estep 
Score: -10870269.000000 Penalty: 3717.867188
	Iteration 11Q: 3 clusters Score -1.087027e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -10870593.000000 Penalty: 3717.867188
	Iteration 12Q: 3 clusters Score -1.087059e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -10870772.000000 Penalty: 3717.867188
	Iteration 13Q: 3 clusters Score -1.087077e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -10870881.000000 Penalty: 3717.867188
	Iteration 14Q: 3 clusters Score -1.087088e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -10870947.000000 Penalty: 3717.867188
	Iteration 15Q: 3 clusters Score -1.087095e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -10871006.000000 Penalty: 3717.867188
	Iteration 16Q: 3 clusters Score -1.087101e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 92684 members 
Entering Unmasked Estep 
Score: -10871034.000000 Penalty: 3717.867188
	Iteration 17Q: 3 clusters Score -1.087103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 92699 members 
Entering Unmasked Estep 
Score: -10871034.000000 Penalty: 3717.867188
	Iteration 18Q: 3 clusters Score -1.087103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 92709 members 
Entering Unmasked Estep 
Score: -10871041.000000 Penalty: 3717.867188
	Iteration 19Q: 3 clusters Score -1.087104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -10871050.000000 Penalty: 3717.867188
	Iteration 20F: 3 clusters Score -1.087105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 92723 members 
Entering Unmasked Estep 
Score: -10871061.000000 Penalty: 3717.867188
	Iteration 21Q: 3 clusters Score -1.087106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 92727 members 
Entering Unmasked Estep 
Score: -10871062.000000 Penalty: 3717.867188
	Iteration 22Q: 3 clusters Score -1.087106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 92730 members 
Entering Unmasked Estep 
Score: -10871062.000000 Penalty: 3717.867188
	Iteration 23Q: 3 clusters Score -1.087106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 92736 members 
Entering Unmasked Estep 
Score: -10871069.000000 Penalty: 3717.867188
	Iteration 24Q: 3 clusters Score -1.087107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -10871073.000000 Penalty: 3717.867188
	Iteration 25Q: 3 clusters Score -1.087107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -10871074.000000 Penalty: 3717.867188
	Iteration 26Q: 3 clusters Score -1.087107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 92743 members 
Entering Unmasked Estep 
Score: -10871074.000000 Penalty: 3717.867188
	Iteration 27F: 3 clusters Score -1.087107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Entering Unmasked Estep 
Score: -667691.750000 Penalty: 1420.927490
	Iteration 0F: 2 clusters Score -667691.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -663001.687500 Penalty: 2841.854980
	Iteration 0F: 3 clusters Score -663001.7 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -664498.062500 Penalty: 2841.854980
	Iteration 1F: 3 clusters Score -664498.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -664756.250000 Penalty: 2841.854980
	Iteration 2F: 3 clusters Score -664756.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -664957.375000 Penalty: 2841.854980
	Iteration 3F: 3 clusters Score -664957.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -665156.812500 Penalty: 2841.854980
	Iteration 4F: 3 clusters Score -665156.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -665388.875000 Penalty: 2841.854980
	Iteration 5F: 3 clusters Score -665388.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -665655.187500 Penalty: 2841.854980
	Iteration 6Q: 3 clusters Score -665655.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -665945.812500 Penalty: 2841.854980
	Iteration 7F: 3 clusters Score -665945.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -666234.062500 Penalty: 2841.854980
	Iteration 8F: 3 clusters Score -666234.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -666455.562500 Penalty: 2841.854980
	Iteration 9Q: 3 clusters Score -666455.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -666597.187500 Penalty: 2841.854980
	Iteration 10Q: 3 clusters Score -666597.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -666689.187500 Penalty: 2841.854980
	Iteration 11Q: 3 clusters Score -666689.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -666746.250000 Penalty: 2841.854980
	Iteration 12Q: 3 clusters Score -666746.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -666787.750000 Penalty: 2841.854980
	Iteration 13Q: 3 clusters Score -666787.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -666817.187500 Penalty: 2841.854980
	Iteration 14Q: 3 clusters Score -666817.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -666843.500000 Penalty: 2841.854980
	Iteration 15Q: 3 clusters Score -666843.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -666865.437500 Penalty: 2841.854980
	Iteration 16Q: 3 clusters Score -666865.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -666883.375000 Penalty: 2841.854980
	Iteration 17Q: 3 clusters Score -666883.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -666893.125000 Penalty: 2841.854980
	Iteration 18Q: 3 clusters Score -666893.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -666905.000000 Penalty: 2841.854980
	Iteration 19Q: 3 clusters Score -666905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -666917.000000 Penalty: 2841.854980
	Iteration 20F: 3 clusters Score -666917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -666927.687500 Penalty: 2841.854980
	Iteration 21Q: 3 clusters Score -666927.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -666937.687500 Penalty: 2841.854980
	Iteration 22Q: 3 clusters Score -666937.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -666947.625000 Penalty: 2841.854980
	Iteration 23Q: 3 clusters Score -666947.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -666958.000000 Penalty: 2841.854980
	Iteration 24Q: 3 clusters Score -666958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -666970.750000 Penalty: 2841.854980
	Iteration 25Q: 3 clusters Score -666970.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -666976.687500 Penalty: 2841.854980
	Iteration 26Q: 3 clusters Score -666976.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -666981.687500 Penalty: 2841.854980
	Iteration 27Q: 3 clusters Score -666981.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -666984.562500 Penalty: 2841.854980
	Iteration 28Q: 3 clusters Score -666984.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -666985.875000 Penalty: 2841.854980
	Iteration 29Q: 3 clusters Score -666985.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -666986.812500 Penalty: 2841.854980
	Iteration 30Q: 3 clusters Score -666986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -666987.250000 Penalty: 2841.854980
	Iteration 31Q: 3 clusters Score -666987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -666988.500000 Penalty: 2841.854980
	Iteration 32Q: 3 clusters Score -666988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -666990.312500 Penalty: 2841.854980
	Iteration 33Q: 3 clusters Score -666990.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -666993.000000 Penalty: 2841.854980
	Iteration 34Q: 3 clusters Score -666993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -666992.125000 Penalty: 2841.854980
	Iteration 35Q: 3 clusters Score -666992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -666992.125000 Penalty: 2841.854980
	Iteration 36Q: 3 clusters Score -666992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -666993.000000 Penalty: 2841.854980
	Iteration 37Q: 3 clusters Score -666993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -666993.500000 Penalty: 2841.854980
	Iteration 38Q: 3 clusters Score -666993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -666994.937500 Penalty: 2841.854980
	Iteration 39Q: 3 clusters Score -666994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -666995.250000 Penalty: 2841.854980
	Iteration 40F: 3 clusters Score -666995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -666994.250000 Penalty: 2841.854980
	Iteration 41Q: 3 clusters Score -666994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -666993.437500 Penalty: 2841.854980
	Iteration 42Q: 3 clusters Score -666993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -666995.312500 Penalty: 2841.854980
	Iteration 43Q: 3 clusters Score -666995.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -666995.312500 Penalty: 2841.854980
	Iteration 44F: 3 clusters Score -666995.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Entering Unmasked Estep 
Score: -1700147.750000 Penalty: 1557.641113
	Iteration 0F: 2 clusters Score -1700148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1690180.500000 Penalty: 3115.282227
	Iteration 0F: 3 clusters Score -1690180 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1693556.875000 Penalty: 3115.282227
	Iteration 1F: 3 clusters Score -1693557 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1693839.875000 Penalty: 3115.282227
	Iteration 2F: 3 clusters Score -1693840 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1694074.375000 Penalty: 3115.282227
	Iteration 3Q: 3 clusters Score -1694074 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1694295.875000 Penalty: 3115.282227
	Iteration 4Q: 3 clusters Score -1694296 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1694579.375000 Penalty: 3115.282227
	Iteration 5Q: 3 clusters Score -1694579 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1694959.000000 Penalty: 3115.282227
	Iteration 6Q: 3 clusters Score -1694959 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1695473.875000 Penalty: 3115.282227
	Iteration 7F: 3 clusters Score -1695474 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1696089.125000 Penalty: 3115.282227
	Iteration 8F: 3 clusters Score -1696089 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1696796.125000 Penalty: 3115.282227
	Iteration 9F: 3 clusters Score -1696796 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1697481.375000 Penalty: 3115.282227
	Iteration 10F: 3 clusters Score -1697481 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1698039.625000 Penalty: 3115.282227
	Iteration 11Q: 3 clusters Score -1698040 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1698387.250000 Penalty: 3115.282227
	Iteration 12Q: 3 clusters Score -1698387 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1698591.875000 Penalty: 3115.282227
	Iteration 13Q: 3 clusters Score -1698592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1698692.000000 Penalty: 3115.282227
	Iteration 14Q: 3 clusters Score -1698692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1698726.625000 Penalty: 3115.282227
	Iteration 15Q: 3 clusters Score -1698727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1698748.375000 Penalty: 3115.282227
	Iteration 16Q: 3 clusters Score -1698748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1698760.750000 Penalty: 3115.282227
	Iteration 17Q: 3 clusters Score -1698761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1698770.750000 Penalty: 3115.282227
	Iteration 18Q: 3 clusters Score -1698771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1698778.875000 Penalty: 3115.282227
	Iteration 19Q: 3 clusters Score -1698779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1698790.125000 Penalty: 3115.282227
	Iteration 20F: 3 clusters Score -1698790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1698792.375000 Penalty: 3115.282227
	Iteration 21Q: 3 clusters Score -1698792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1698801.375000 Penalty: 3115.282227
	Iteration 22Q: 3 clusters Score -1698801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1698802.625000 Penalty: 3115.282227
	Iteration 23Q: 3 clusters Score -1698803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1698802.625000 Penalty: 3115.282227
	Iteration 24F: 3 clusters Score -1698803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -304432.406250 Penalty: 1280.200195
	Iteration 0F: 2 clusters Score -304432.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -301914.781250 Penalty: 2560.400391
	Iteration 0F: 3 clusters Score -301914.8 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -302495.937500 Penalty: 2560.400391
	Iteration 1F: 3 clusters Score -302495.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -302626.656250 Penalty: 2560.400391
	Iteration 2F: 3 clusters Score -302626.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -302724.312500 Penalty: 2560.400391
	Iteration 3F: 3 clusters Score -302724.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -302791.625000 Penalty: 2560.400391
	Iteration 4Q: 3 clusters Score -302791.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -302846.781250 Penalty: 2560.400391
	Iteration 5Q: 3 clusters Score -302846.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -302890.687500 Penalty: 2560.400391
	Iteration 6Q: 3 clusters Score -302890.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -302923.312500 Penalty: 2560.400391
	Iteration 7Q: 3 clusters Score -302923.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -302957.343750 Penalty: 2560.400391
	Iteration 8Q: 3 clusters Score -302957.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -302991.906250 Penalty: 2560.400391
	Iteration 9Q: 3 clusters Score -302991.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -303012.093750 Penalty: 2560.400391
	Iteration 10Q: 3 clusters Score -303012.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -303035.062500 Penalty: 2560.400391
	Iteration 11Q: 3 clusters Score -303035.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -303048.218750 Penalty: 2560.400391
	Iteration 12Q: 3 clusters Score -303048.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -303062.468750 Penalty: 2560.400391
	Iteration 13Q: 3 clusters Score -303062.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -303079.281250 Penalty: 2560.400391
	Iteration 14Q: 3 clusters Score -303079.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -303095.000000 Penalty: 2560.400391
	Iteration 15Q: 3 clusters Score -303095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -303122.531250 Penalty: 2560.400391
	Iteration 16Q: 3 clusters Score -303122.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -303145.250000 Penalty: 2560.400391
	Iteration 17Q: 3 clusters Score -303145.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -303163.375000 Penalty: 2560.400391
	Iteration 18Q: 3 clusters Score -303163.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -303186.500000 Penalty: 2560.400391
	Iteration 19Q: 3 clusters Score -303186.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -303205.500000 Penalty: 2560.400391
	Iteration 20F: 3 clusters Score -303205.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -303227.687500 Penalty: 2560.400391
	Iteration 21Q: 3 clusters Score -303227.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -303253.375000 Penalty: 2560.400391
	Iteration 22Q: 3 clusters Score -303253.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -303280.375000 Penalty: 2560.400391
	Iteration 23Q: 3 clusters Score -303280.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -303304.843750 Penalty: 2560.400391
	Iteration 24Q: 3 clusters Score -303304.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -303318.718750 Penalty: 2560.400391
	Iteration 25Q: 3 clusters Score -303318.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -303333.750000 Penalty: 2560.400391
	Iteration 26Q: 3 clusters Score -303333.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -303352.843750 Penalty: 2560.400391
	Iteration 27Q: 3 clusters Score -303352.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -303363.187500 Penalty: 2560.400391
	Iteration 28Q: 3 clusters Score -303363.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -303373.125000 Penalty: 2560.400391
	Iteration 29Q: 3 clusters Score -303373.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -303381.218750 Penalty: 2560.400391
	Iteration 30Q: 3 clusters Score -303381.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -303388.312500 Penalty: 2560.400391
	Iteration 31Q: 3 clusters Score -303388.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -303392.406250 Penalty: 2560.400391
	Iteration 32Q: 3 clusters Score -303392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -303395.093750 Penalty: 2560.400391
	Iteration 33Q: 3 clusters Score -303395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -303396.531250 Penalty: 2560.400391
	Iteration 34Q: 3 clusters Score -303396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -303397.406250 Penalty: 2560.400391
	Iteration 35Q: 3 clusters Score -303397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -303398.968750 Penalty: 2560.400391
	Iteration 36Q: 3 clusters Score -303399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -303401.156250 Penalty: 2560.400391
	Iteration 37Q: 3 clusters Score -303401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -303405.625000 Penalty: 2560.400391
	Iteration 38Q: 3 clusters Score -303405.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -303412.531250 Penalty: 2560.400391
	Iteration 39Q: 3 clusters Score -303412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -303416.968750 Penalty: 2560.400391
	Iteration 40F: 3 clusters Score -303417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -303424.656250 Penalty: 2560.400391
	Iteration 41Q: 3 clusters Score -303424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -303430.500000 Penalty: 2560.400391
	Iteration 42Q: 3 clusters Score -303430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -303430.875000 Penalty: 2560.400391
	Iteration 43Q: 3 clusters Score -303430.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -303432.093750 Penalty: 2560.400391
	Iteration 44Q: 3 clusters Score -303432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -303432.625000 Penalty: 2560.400391
	Iteration 45Q: 3 clusters Score -303432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -303433.125000 Penalty: 2560.400391
	Iteration 46Q: 3 clusters Score -303433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -303434.468750 Penalty: 2560.400391
	Iteration 47Q: 3 clusters Score -303434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -303435.375000 Penalty: 2560.400391
	Iteration 48Q: 3 clusters Score -303435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -303435.375000 Penalty: 2560.400391
	Iteration 49F: 3 clusters Score -303435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -43657.976562 Penalty: 990.571533
	Iteration 0F: 2 clusters Score -43657.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42710.207031 Penalty: 1981.143066
	Iteration 0F: 3 clusters Score -42710.21 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42874.781250 Penalty: 1981.143066
	Iteration 1F: 3 clusters Score -42874.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42935.742188 Penalty: 1981.143066
	Iteration 2F: 3 clusters Score -42935.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42953.550781 Penalty: 1981.143066
	Iteration 3Q: 3 clusters Score -42953.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42984.003906 Penalty: 1981.143066
	Iteration 4Q: 3 clusters Score -42984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42995.675781 Penalty: 1981.143066
	Iteration 5Q: 3 clusters Score -42995.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43000.390625 Penalty: 1981.143066
	Iteration 6Q: 3 clusters Score -43000.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43010.078125 Penalty: 1981.143066
	Iteration 7Q: 3 clusters Score -43010.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43016.234375 Penalty: 1981.143066
	Iteration 8Q: 3 clusters Score -43016.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43020.078125 Penalty: 1981.143066
	Iteration 9Q: 3 clusters Score -43020.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43020.976562 Penalty: 1981.143066
	Iteration 10Q: 3 clusters Score -43020.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43022.761719 Penalty: 1981.143066
	Iteration 11Q: 3 clusters Score -43022.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43026.707031 Penalty: 1981.143066
	Iteration 12Q: 3 clusters Score -43026.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43029.503906 Penalty: 1981.143066
	Iteration 13Q: 3 clusters Score -43029.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43031.875000 Penalty: 1981.143066
	Iteration 14Q: 3 clusters Score -43031.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43034.234375 Penalty: 1981.143066
	Iteration 15Q: 3 clusters Score -43034.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43035.339844 Penalty: 1981.143066
	Iteration 16Q: 3 clusters Score -43035.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43038.316406 Penalty: 1981.143066
	Iteration 17Q: 3 clusters Score -43038.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43038.316406 Penalty: 1981.143066
	Iteration 18F: 3 clusters Score -43038.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -11671.138672 Penalty: 806.462280
	Iteration 0F: 2 clusters Score -11671.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11206.242188 Penalty: 1612.924561
	Iteration 0F: 3 clusters Score -11206.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11257.441406 Penalty: 1612.924561
	Iteration 1F: 3 clusters Score -11257.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11268.085938 Penalty: 1612.924561
	Iteration 2Q: 3 clusters Score -11268.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11270.291016 Penalty: 1612.924561
	Iteration 3Q: 3 clusters Score -11270.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11273.044922 Penalty: 1612.924561
	Iteration 4Q: 3 clusters Score -11273.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11273.044922 Penalty: 1612.924561
	Iteration 5F: 3 clusters Score -11273.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -115171.859375 Penalty: 1123.158936
	Iteration 0F: 2 clusters Score -115171.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113738.875000 Penalty: 2246.317871
	Iteration 0F: 3 clusters Score -113738.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113975.585938 Penalty: 2246.317871
	Iteration 1F: 3 clusters Score -113975.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -114045.171875 Penalty: 2246.317871
	Iteration 2F: 3 clusters Score -114045.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -114076.398438 Penalty: 2246.317871
	Iteration 3Q: 3 clusters Score -114076.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -114090.156250 Penalty: 2246.317871
	Iteration 4Q: 3 clusters Score -114090.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -114103.132812 Penalty: 2246.317871
	Iteration 5Q: 3 clusters Score -114103.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -114115.578125 Penalty: 2246.317871
	Iteration 6Q: 3 clusters Score -114115.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114133.625000 Penalty: 2246.317871
	Iteration 7Q: 3 clusters Score -114133.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -114146.218750 Penalty: 2246.317871
	Iteration 8Q: 3 clusters Score -114146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114154.718750 Penalty: 2246.317871
	Iteration 9Q: 3 clusters Score -114154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114157.023438 Penalty: 2246.317871
	Iteration 10Q: 3 clusters Score -114157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114159.281250 Penalty: 2246.317871
	Iteration 11Q: 3 clusters Score -114159.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114159.281250 Penalty: 2246.317871
	Iteration 12F: 3 clusters Score -114159.3 nChanged 0
--- Evaluating fit on full set of 2278154 points ---
Entering Unmasked Estep 
Score: -257222288.000000 Penalty: 66606.882812
22->29 Clusters: Score -257222288.000000, best is -257261696.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 759384 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 34343 members 
Mstep: Class 3 contains 34400 members 
Mstep: Class 4 contains 34418 members 
Mstep: Class 5 contains 34801 members 
Mstep: Class 6 contains 34417 members 
Mstep: Class 7 contains 34681 members 
Mstep: Class 8 contains 34470 members 
Mstep: Class 9 contains 34511 members 
Mstep: Class 10 contains 34810 members 
Mstep: Class 11 contains 34568 members 
Mstep: Class 12 contains 34644 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 34357 members 
Mstep: Class 15 contains 34751 members 
Mstep: Class 16 contains 34376 members 
Mstep: Class 17 contains 34801 members 
Mstep: Class 18 contains 34405 members 
Mstep: Class 19 contains 34360 members 
Mstep: Class 20 contains 34719 members 
Mstep: Class 21 contains 34548 members 
Mstep: Class 22 contains 34538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 390.352234 but Gain 2200.292969
Score: -83335792.000000 Penalty: 46206.148438
Iteration 0F: 22 clusters Score -8.333579e+07 nChanged 723053
Entering Unmasked Mstep 
Mstep: Class 0 contains 615 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 31340 members 
Mstep: Class 3 contains 32322 members 
Mstep: Class 4 contains 59358 members 
Mstep: Class 5 contains 15289 members 
Mstep: Class 6 contains 100979 members 
Mstep: Class 7 contains 46655 members 
Mstep: Class 8 contains 22463 members 
Mstep: Class 9 contains 30333 members 
Mstep: Class 10 contains 35942 members 
Mstep: Class 11 contains 46610 members 
Mstep: Class 12 contains 29885 members 
Mstep: Class 13 contains 14728 members 
Mstep: Class 14 contains 50825 members 
Mstep: Class 16 contains 41360 members 
Mstep: Class 17 contains 51076 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 19 contains 23479 members 
Mstep: Class 20 contains 29604 members 
Mstep: Class 21 contains 33471 members 
Mstep: Class 22 contains 21399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85042472.000000 Penalty: 46206.148438
Iteration 1F: 22 clusters Score -8.504247e+07 nChanged 263108
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 30848 members 
Mstep: Class 3 contains 25264 members 
Mstep: Class 4 contains 63831 members 
Mstep: Class 5 contains 11789 members 
Mstep: Class 6 contains 147842 members 
Mstep: Class 7 contains 43218 members 
Mstep: Class 8 contains 21796 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 29546 members 
Mstep: Class 11 contains 53518 members 
Mstep: Class 12 contains 20099 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 49708 members 
Mstep: Class 16 contains 39012 members 
Mstep: Class 17 contains 48360 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 24746 members 
Mstep: Class 20 contains 34213 members 
Mstep: Class 21 contains 28262 members 
Mstep: Class 22 contains 17410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85349424.000000 Penalty: 46206.148438
Iteration 2F: 22 clusters Score -8.534942e+07 nChanged 192251
Entering Unmasked Mstep 
Mstep: Class 0 contains 371 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 26887 members 
Mstep: Class 3 contains 21427 members 
Mstep: Class 4 contains 66783 members 
Mstep: Class 5 contains 9699 members 
Mstep: Class 6 contains 167254 members 
Mstep: Class 7 contains 36070 members 
Mstep: Class 8 contains 26266 members 
Mstep: Class 9 contains 19503 members 
Mstep: Class 10 contains 23842 members 
Mstep: Class 11 contains 57304 members 
Mstep: Class 12 contains 14442 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 46901 members 
Mstep: Class 16 contains 34296 members 
Mstep: Class 17 contains 42746 members 
Mstep: Class 18 contains 4776 members 
Mstep: Class 19 contains 26346 members 
Mstep: Class 20 contains 41157 members 
Mstep: Class 21 contains 38303 members 
Mstep: Class 22 contains 14455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85518512.000000 Penalty: 46206.148438
Iteration 3F: 22 clusters Score -8.551851e+07 nChanged 159995
Entering Unmasked Mstep 
Mstep: Class 0 contains 338 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 21725 members 
Mstep: Class 3 contains 19521 members 
Mstep: Class 4 contains 70222 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 164020 members 
Mstep: Class 7 contains 28844 members 
Mstep: Class 8 contains 33105 members 
Mstep: Class 9 contains 14983 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 60940 members 
Mstep: Class 12 contains 12663 members 
Mstep: Class 13 contains 13547 members 
Mstep: Class 14 contains 44134 members 
Mstep: Class 16 contains 29026 members 
Mstep: Class 17 contains 37526 members 
Mstep: Class 18 contains 2993 members 
Mstep: Class 19 contains 29801 members 
Mstep: Class 20 contains 50153 members 
Mstep: Class 21 contains 54892 members 
Mstep: Class 22 contains 12200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2047.132080 but Gain 2200.292969
Score: -85650400.000000 Penalty: 44005.855469
Iteration 4F: 21 clusters Score -8.56504e+07 nChanged 126614
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 18191 members 
Mstep: Class 3 contains 18328 members 
Mstep: Class 4 contains 75106 members 
Mstep: Class 5 contains 7122 members 
Mstep: Class 6 contains 150844 members 
Mstep: Class 7 contains 23775 members 
Mstep: Class 8 contains 40051 members 
Mstep: Class 9 contains 11791 members 
Mstep: Class 10 contains 14575 members 
Mstep: Class 11 contains 64235 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 13559 members 
Mstep: Class 14 contains 43190 members 
Mstep: Class 16 contains 23657 members 
Mstep: Class 17 contains 32978 members 
Mstep: Class 19 contains 32859 members 
Mstep: Class 20 contains 61111 members 
Mstep: Class 21 contains 70239 members 
Mstep: Class 22 contains 10898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85759128.000000 Penalty: 44005.855469
Iteration 5F: 21 clusters Score -8.575913e+07 nChanged 108302
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 15701 members 
Mstep: Class 3 contains 16952 members 
Mstep: Class 4 contains 81789 members 
Mstep: Class 5 contains 5873 members 
Mstep: Class 6 contains 137719 members 
Mstep: Class 7 contains 20149 members 
Mstep: Class 8 contains 45745 members 
Mstep: Class 9 contains 9364 members 
Mstep: Class 10 contains 11792 members 
Mstep: Class 11 contains 65787 members 
Mstep: Class 12 contains 11462 members 
Mstep: Class 13 contains 12261 members 
Mstep: Class 14 contains 42205 members 
Mstep: Class 16 contains 18073 members 
Mstep: Class 17 contains 29257 members 
Mstep: Class 19 contains 33767 members 
Mstep: Class 20 contains 72519 members 
Mstep: Class 21 contains 81822 members 
Mstep: Class 22 contains 10091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85840400.000000 Penalty: 44005.855469
Iteration 6F: 21 clusters Score -8.58404e+07 nChanged 95018
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 13433 members 
Mstep: Class 3 contains 16449 members 
Mstep: Class 4 contains 91871 members 
Mstep: Class 5 contains 4520 members 
Mstep: Class 6 contains 124928 members 
Mstep: Class 7 contains 17642 members 
Mstep: Class 8 contains 50564 members 
Mstep: Class 9 contains 7437 members 
Mstep: Class 10 contains 10007 members 
Mstep: Class 11 contains 65594 members 
Mstep: Class 12 contains 10604 members 
Mstep: Class 13 contains 10950 members 
Mstep: Class 14 contains 40797 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 26392 members 
Mstep: Class 19 contains 32938 members 
Mstep: Class 20 contains 82975 members 
Mstep: Class 21 contains 90852 members 
Mstep: Class 22 contains 9665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85910080.000000 Penalty: 44005.855469
Iteration 7F: 21 clusters Score -8.591008e+07 nChanged 79565
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 11530 members 
Mstep: Class 3 contains 16440 members 
Mstep: Class 4 contains 103004 members 
Mstep: Class 5 contains 3283 members 
Mstep: Class 6 contains 114994 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 54535 members 
Mstep: Class 9 contains 5872 members 
Mstep: Class 10 contains 8777 members 
Mstep: Class 11 contains 62997 members 
Mstep: Class 12 contains 9725 members 
Mstep: Class 13 contains 10071 members 
Mstep: Class 14 contains 38991 members 
Mstep: Class 16 contains 8630 members 
Mstep: Class 17 contains 23948 members 
Mstep: Class 19 contains 31130 members 
Mstep: Class 20 contains 92048 members 
Mstep: Class 21 contains 98472 members 
Mstep: Class 22 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85964544.000000 Penalty: 44005.855469
Iteration 8F: 21 clusters Score -8.596454e+07 nChanged 68373
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 10000 members 
Mstep: Class 3 contains 16660 members 
Mstep: Class 4 contains 114616 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 106087 members 
Mstep: Class 7 contains 14344 members 
Mstep: Class 8 contains 57770 members 
Mstep: Class 9 contains 4515 members 
Mstep: Class 10 contains 7797 members 
Mstep: Class 11 contains 58993 members 
Mstep: Class 12 contains 8922 members 
Mstep: Class 13 contains 9604 members 
Mstep: Class 14 contains 37087 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 21523 members 
Mstep: Class 19 contains 28791 members 
Mstep: Class 20 contains 100129 members 
Mstep: Class 21 contains 105452 members 
Mstep: Class 22 contains 8835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1674.094727 but Gain 2200.292969
Score: -86007848.000000 Penalty: 41805.562500
Iteration 9F: 20 clusters Score -8.600785e+07 nChanged 63407
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 8832 members 
Mstep: Class 3 contains 16839 members 
Mstep: Class 4 contains 129220 members 
Mstep: Class 6 contains 96014 members 
Mstep: Class 7 contains 13107 members 
Mstep: Class 8 contains 60191 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 6866 members 
Mstep: Class 11 contains 54829 members 
Mstep: Class 12 contains 8126 members 
Mstep: Class 13 contains 9454 members 
Mstep: Class 14 contains 35478 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 17 contains 19088 members 
Mstep: Class 19 contains 26308 members 
Mstep: Class 20 contains 107202 members 
Mstep: Class 21 contains 112239 members 
Mstep: Class 22 contains 8219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86040160.000000 Penalty: 41805.562500
Iteration 10F: 20 clusters Score -8.604016e+07 nChanged 58043
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 7927 members 
Mstep: Class 3 contains 16780 members 
Mstep: Class 4 contains 142279 members 
Mstep: Class 6 contains 82688 members 
Mstep: Class 7 contains 12065 members 
Mstep: Class 8 contains 62071 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 6040 members 
Mstep: Class 11 contains 51281 members 
Mstep: Class 12 contains 7356 members 
Mstep: Class 13 contains 9530 members 
Mstep: Class 14 contains 34028 members 
Mstep: Class 16 contains 2482 members 
Mstep: Class 17 contains 16710 members 
Mstep: Class 19 contains 24101 members 
Mstep: Class 20 contains 115413 members 
Mstep: Class 21 contains 118649 members 
Mstep: Class 22 contains 7411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1695.337891 but Gain 2200.292969
Score: -86059160.000000 Penalty: 39605.269531
Iteration 11F: 19 clusters Score -8.605916e+07 nChanged 53941
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 7232 members 
Mstep: Class 3 contains 16611 members 
Mstep: Class 4 contains 150719 members 
Mstep: Class 6 contains 69076 members 
Mstep: Class 7 contains 11154 members 
Mstep: Class 8 contains 63963 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 11 contains 50087 members 
Mstep: Class 12 contains 6542 members 
Mstep: Class 13 contains 9739 members 
Mstep: Class 14 contains 32811 members 
Mstep: Class 17 contains 15267 members 
Mstep: Class 19 contains 22546 members 
Mstep: Class 20 contains 125177 members 
Mstep: Class 21 contains 124386 members 
Mstep: Class 22 contains 6889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86068344.000000 Penalty: 39605.269531
Iteration 12F: 19 clusters Score -8.606834e+07 nChanged 44829
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 6720 members 
Mstep: Class 3 contains 16146 members 
Mstep: Class 4 contains 153208 members 
Mstep: Class 6 contains 58950 members 
Mstep: Class 7 contains 10210 members 
Mstep: Class 8 contains 65747 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 5148 members 
Mstep: Class 11 contains 49897 members 
Mstep: Class 12 contains 5791 members 
Mstep: Class 13 contains 9881 members 
Mstep: Class 14 contains 31808 members 
Mstep: Class 17 contains 14404 members 
Mstep: Class 19 contains 21331 members 
Mstep: Class 20 contains 133643 members 
Mstep: Class 21 contains 128860 members 
Mstep: Class 22 contains 6821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86071440.000000 Penalty: 39605.269531
Iteration 13F: 19 clusters Score -8.607144e+07 nChanged 37561
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 6338 members 
Mstep: Class 3 contains 15777 members 
Mstep: Class 4 contains 153357 members 
Mstep: Class 6 contains 52229 members 
Mstep: Class 7 contains 9385 members 
Mstep: Class 8 contains 67934 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 50647 members 
Mstep: Class 12 contains 5196 members 
Mstep: Class 13 contains 9959 members 
Mstep: Class 14 contains 31157 members 
Mstep: Class 17 contains 13719 members 
Mstep: Class 19 contains 20540 members 
Mstep: Class 20 contains 139093 members 
Mstep: Class 21 contains 131934 members 
Mstep: Class 22 contains 7002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86074488.000000 Penalty: 39605.269531
Iteration 14Q: 19 clusters Score -8.607449e+07 nChanged 30465
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 6003 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 153247 members 
Mstep: Class 6 contains 48340 members 
Mstep: Class 7 contains 8744 members 
Mstep: Class 8 contains 70409 members 
Mstep: Class 9 contains 544 members 
Mstep: Class 10 contains 4841 members 
Mstep: Class 11 contains 51764 members 
Mstep: Class 12 contains 4675 members 
Mstep: Class 13 contains 10044 members 
Mstep: Class 14 contains 30866 members 
Mstep: Class 17 contains 13176 members 
Mstep: Class 19 contains 20152 members 
Mstep: Class 20 contains 140799 members 
Mstep: Class 21 contains 133877 members 
Mstep: Class 22 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86077432.000000 Penalty: 39605.269531
Iteration 15Q: 19 clusters Score -8.607743e+07 nChanged 25164
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 15106 members 
Mstep: Class 4 contains 153092 members 
Mstep: Class 6 contains 46182 members 
Mstep: Class 7 contains 8348 members 
Mstep: Class 8 contains 73082 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 53116 members 
Mstep: Class 12 contains 4224 members 
Mstep: Class 13 contains 10028 members 
Mstep: Class 14 contains 30729 members 
Mstep: Class 17 contains 12730 members 
Mstep: Class 19 contains 20144 members 
Mstep: Class 20 contains 140098 members 
Mstep: Class 21 contains 134954 members 
Mstep: Class 22 contains 7580 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 16Q: 19 clusters Score -8.60806e+07 nChanged 21452
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 5597 members 
Mstep: Class 3 contains 14749 members 
Mstep: Class 4 contains 152797 members 
Mstep: Class 6 contains 45146 members 
Mstep: Class 7 contains 8086 members 
Mstep: Class 8 contains 75798 members 
Mstep: Class 9 contains 425 members 
Mstep: Class 10 contains 4741 members 
Mstep: Class 11 contains 54672 members 
Mstep: Class 12 contains 3912 members 
Mstep: Class 13 contains 9919 members 
Mstep: Class 14 contains 30649 members 
Mstep: Class 17 contains 12313 members 
Mstep: Class 19 contains 20232 members 
Mstep: Class 20 contains 138090 members 
Mstep: Class 21 contains 135509 members 
Mstep: Class 22 contains 7976 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 17Q: 19 clusters Score -8.608413e+07 nChanged 18561
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 5455 members 
Mstep: Class 3 contains 14384 members 
Mstep: Class 4 contains 152329 members 
Mstep: Class 6 contains 44648 members 
Mstep: Class 7 contains 7830 members 
Mstep: Class 8 contains 78770 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 4740 members 
Mstep: Class 11 contains 56382 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 9735 members 
Mstep: Class 14 contains 30601 members 
Mstep: Class 17 contains 11990 members 
Mstep: Class 19 contains 20389 members 
Mstep: Class 20 contains 135733 members 
Mstep: Class 21 contains 135339 members 
Mstep: Class 22 contains 8377 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 18Q: 19 clusters Score -8.608786e+07 nChanged 16900
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 5324 members 
Mstep: Class 3 contains 13945 members 
Mstep: Class 4 contains 151516 members 
Mstep: Class 6 contains 44603 members 
Mstep: Class 7 contains 7606 members 
Mstep: Class 8 contains 82060 members 
Mstep: Class 9 contains 419 members 
Mstep: Class 10 contains 4777 members 
Mstep: Class 11 contains 58269 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 9448 members 
Mstep: Class 14 contains 30528 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 19 contains 20535 members 
Mstep: Class 20 contains 133377 members 
Mstep: Class 21 contains 134578 members 
Mstep: Class 22 contains 8759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86091576.000000 Penalty: 39605.269531
Iteration 19Q: 19 clusters Score -8.609158e+07 nChanged 15735
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 5211 members 
Mstep: Class 3 contains 13488 members 
Mstep: Class 4 contains 150619 members 
Mstep: Class 6 contains 44781 members 
Mstep: Class 7 contains 7390 members 
Mstep: Class 8 contains 85431 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 60297 members 
Mstep: Class 12 contains 3418 members 
Mstep: Class 13 contains 9084 members 
Mstep: Class 14 contains 30433 members 
Mstep: Class 17 contains 11610 members 
Mstep: Class 19 contains 20548 members 
Mstep: Class 20 contains 131037 members 
Mstep: Class 21 contains 133534 members 
Mstep: Class 22 contains 9099 members 
Entering Unmasked Estep 
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Iteration 20F: 19 clusters Score -8.60976e+07 nChanged 14842
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 5095 members 
Mstep: Class 3 contains 13076 members 
Mstep: Class 4 contains 149634 members 
Mstep: Class 6 contains 45160 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 88866 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 10 contains 4918 members 
Mstep: Class 11 contains 62454 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 30305 members 
Mstep: Class 17 contains 11516 members 
Mstep: Class 19 contains 20412 members 
Mstep: Class 20 contains 128880 members 
Mstep: Class 21 contains 132181 members 
Mstep: Class 22 contains 9380 members 
Entering Unmasked Estep 
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Iteration 21Q: 19 clusters Score -8.610173e+07 nChanged 13883
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 12693 members 
Mstep: Class 4 contains 148707 members 
Mstep: Class 6 contains 45640 members 
Mstep: Class 7 contains 7079 members 
Mstep: Class 8 contains 92212 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 4961 members 
Mstep: Class 11 contains 64622 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 8173 members 
Mstep: Class 14 contains 30141 members 
Mstep: Class 17 contains 11478 members 
Mstep: Class 19 contains 20135 members 
Mstep: Class 20 contains 126813 members 
Mstep: Class 21 contains 130783 members 
Mstep: Class 22 contains 9614 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 22Q: 19 clusters Score -8.610446e+07 nChanged 13360
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 12324 members 
Mstep: Class 4 contains 147710 members 
Mstep: Class 6 contains 46162 members 
Mstep: Class 7 contains 6957 members 
Mstep: Class 8 contains 95372 members 
Mstep: Class 9 contains 454 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 66896 members 
Mstep: Class 12 contains 3309 members 
Mstep: Class 13 contains 7696 members 
Mstep: Class 14 contains 29965 members 
Mstep: Class 17 contains 11491 members 
Mstep: Class 19 contains 19784 members 
Mstep: Class 20 contains 124997 members 
Mstep: Class 21 contains 129299 members 
Mstep: Class 22 contains 9791 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 23Q: 19 clusters Score -8.610648e+07 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 12060 members 
Mstep: Class 4 contains 146766 members 
Mstep: Class 6 contains 46629 members 
Mstep: Class 7 contains 6835 members 
Mstep: Class 8 contains 98089 members 
Mstep: Class 9 contains 454 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 69298 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 7253 members 
Mstep: Class 14 contains 29831 members 
Mstep: Class 17 contains 11520 members 
Mstep: Class 19 contains 19481 members 
Mstep: Class 20 contains 123223 members 
Mstep: Class 21 contains 127855 members 
Mstep: Class 22 contains 9920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86108456.000000 Penalty: 39605.269531
Iteration 24Q: 19 clusters Score -8.610846e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 11859 members 
Mstep: Class 4 contains 145794 members 
Mstep: Class 6 contains 47142 members 
Mstep: Class 7 contains 6748 members 
Mstep: Class 8 contains 100528 members 
Mstep: Class 9 contains 453 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 71730 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 29665 members 
Mstep: Class 17 contains 11548 members 
Mstep: Class 19 contains 19110 members 
Mstep: Class 20 contains 121656 members 
Mstep: Class 21 contains 126385 members 
Mstep: Class 22 contains 10042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86110688.000000 Penalty: 39605.269531
Iteration 25Q: 19 clusters Score -8.611069e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 4529 members 
Mstep: Class 3 contains 11669 members 
Mstep: Class 4 contains 144698 members 
Mstep: Class 6 contains 47723 members 
Mstep: Class 7 contains 6663 members 
Mstep: Class 8 contains 102657 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 11 contains 74251 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 29501 members 
Mstep: Class 17 contains 11572 members 
Mstep: Class 19 contains 18703 members 
Mstep: Class 20 contains 120272 members 
Mstep: Class 21 contains 124981 members 
Mstep: Class 22 contains 10137 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 26Q: 19 clusters Score -8.611296e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 11506 members 
Mstep: Class 4 contains 143363 members 
Mstep: Class 6 contains 48301 members 
Mstep: Class 7 contains 6615 members 
Mstep: Class 8 contains 104693 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 76897 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 6024 members 
Mstep: Class 14 contains 29424 members 
Mstep: Class 17 contains 11590 members 
Mstep: Class 19 contains 18312 members 
Mstep: Class 20 contains 119015 members 
Mstep: Class 21 contains 123461 members 
Mstep: Class 22 contains 10233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86114616.000000 Penalty: 39605.269531
Iteration 27Q: 19 clusters Score -8.611462e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 11379 members 
Mstep: Class 4 contains 141893 members 
Mstep: Class 6 contains 48916 members 
Mstep: Class 7 contains 6576 members 
Mstep: Class 8 contains 106488 members 
Mstep: Class 9 contains 453 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 79693 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 5647 members 
Mstep: Class 14 contains 29333 members 
Mstep: Class 17 contains 11620 members 
Mstep: Class 19 contains 17925 members 
Mstep: Class 20 contains 117818 members 
Mstep: Class 21 contains 122066 members 
Mstep: Class 22 contains 10299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86116552.000000 Penalty: 39605.269531
Iteration 28Q: 19 clusters Score -8.611655e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 11285 members 
Mstep: Class 4 contains 140256 members 
Mstep: Class 6 contains 49578 members 
Mstep: Class 7 contains 6542 members 
Mstep: Class 8 contains 108054 members 
Mstep: Class 9 contains 453 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 82753 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 5286 members 
Mstep: Class 14 contains 29281 members 
Mstep: Class 17 contains 11622 members 
Mstep: Class 19 contains 17477 members 
Mstep: Class 20 contains 116553 members 
Mstep: Class 21 contains 120798 members 
Mstep: Class 22 contains 10341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86118904.000000 Penalty: 39605.269531
Iteration 29Q: 19 clusters Score -8.61189e+07 nChanged 10336
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 138479 members 
Mstep: Class 6 contains 50247 members 
Mstep: Class 7 contains 6564 members 
Mstep: Class 8 contains 109389 members 
Mstep: Class 9 contains 455 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 86022 members 
Mstep: Class 12 contains 3375 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 29181 members 
Mstep: Class 17 contains 11611 members 
Mstep: Class 19 contains 17006 members 
Mstep: Class 20 contains 115364 members 
Mstep: Class 21 contains 119619 members 
Mstep: Class 22 contains 10369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 30Q: 19 clusters Score -8.612027e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 4174 members 
Mstep: Class 3 contains 11192 members 
Mstep: Class 4 contains 136690 members 
Mstep: Class 6 contains 50924 members 
Mstep: Class 7 contains 6610 members 
Mstep: Class 8 contains 110342 members 
Mstep: Class 9 contains 457 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 89397 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 4608 members 
Mstep: Class 14 contains 29084 members 
Mstep: Class 17 contains 11583 members 
Mstep: Class 19 contains 16541 members 
Mstep: Class 20 contains 114154 members 
Mstep: Class 21 contains 118748 members 
Mstep: Class 22 contains 10372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86122440.000000 Penalty: 39605.269531
Iteration 31Q: 19 clusters Score -8.612244e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 11095 members 
Mstep: Class 4 contains 134847 members 
Mstep: Class 6 contains 51678 members 
Mstep: Class 7 contains 6662 members 
Mstep: Class 8 contains 111034 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 92830 members 
Mstep: Class 12 contains 3427 members 
Mstep: Class 13 contains 4269 members 
Mstep: Class 14 contains 28969 members 
Mstep: Class 17 contains 11570 members 
Mstep: Class 19 contains 16121 members 
Mstep: Class 20 contains 112964 members 
Mstep: Class 21 contains 118020 members 
Mstep: Class 22 contains 10341 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 32Q: 19 clusters Score -8.612451e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 10960 members 
Mstep: Class 4 contains 133067 members 
Mstep: Class 6 contains 52448 members 
Mstep: Class 7 contains 6736 members 
Mstep: Class 8 contains 111464 members 
Mstep: Class 9 contains 458 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 96172 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 3930 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 17 contains 11537 members 
Mstep: Class 19 contains 15740 members 
Mstep: Class 20 contains 111887 members 
Mstep: Class 21 contains 117426 members 
Mstep: Class 22 contains 10282 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 33Q: 19 clusters Score -8.612583e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 4055 members 
Mstep: Class 3 contains 10830 members 
Mstep: Class 4 contains 131403 members 
Mstep: Class 6 contains 53211 members 
Mstep: Class 7 contains 6809 members 
Mstep: Class 8 contains 111635 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 99382 members 
Mstep: Class 12 contains 3482 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 28797 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 19 contains 15348 members 
Mstep: Class 20 contains 110885 members 
Mstep: Class 21 contains 117059 members 
Mstep: Class 22 contains 10190 members 
Entering Unmasked Estep 
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Iteration 34Q: 19 clusters Score -8.612793e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 4029 members 
Mstep: Class 3 contains 10720 members 
Mstep: Class 4 contains 129822 members 
Mstep: Class 6 contains 53994 members 
Mstep: Class 7 contains 6893 members 
Mstep: Class 8 contains 111551 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 102419 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 28733 members 
Mstep: Class 17 contains 11527 members 
Mstep: Class 19 contains 14938 members 
Mstep: Class 20 contains 110049 members 
Mstep: Class 21 contains 116819 members 
Mstep: Class 22 contains 10083 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 35Q: 19 clusters Score -8.612988e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 10532 members 
Mstep: Class 4 contains 127849 members 
Mstep: Class 6 contains 54838 members 
Mstep: Class 7 contains 6995 members 
Mstep: Class 8 contains 111204 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 5069 members 
Mstep: Class 11 contains 106055 members 
Mstep: Class 12 contains 3553 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 14 contains 28687 members 
Mstep: Class 17 contains 11509 members 
Mstep: Class 19 contains 14558 members 
Mstep: Class 20 contains 109006 members 
Mstep: Class 21 contains 116785 members 
Mstep: Class 22 contains 9959 members 
Entering Unmasked Estep 
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Iteration 36Q: 19 clusters Score -8.613222e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 10336 members 
Mstep: Class 4 contains 125458 members 
Mstep: Class 6 contains 55645 members 
Mstep: Class 7 contains 7152 members 
Mstep: Class 8 contains 110735 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 110309 members 
Mstep: Class 12 contains 3596 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 28647 members 
Mstep: Class 17 contains 11487 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 107765 members 
Mstep: Class 21 contains 116845 members 
Mstep: Class 22 contains 9802 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 37Q: 19 clusters Score -8.613504e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 3948 members 
Mstep: Class 3 contains 10160 members 
Mstep: Class 4 contains 122851 members 
Mstep: Class 6 contains 56440 members 
Mstep: Class 7 contains 7358 members 
Mstep: Class 8 contains 110031 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 5236 members 
Mstep: Class 11 contains 114926 members 
Mstep: Class 12 contains 3630 members 
Mstep: Class 13 contains 2368 members 
Mstep: Class 14 contains 28618 members 
Mstep: Class 17 contains 11460 members 
Mstep: Class 19 contains 13667 members 
Mstep: Class 20 contains 106377 members 
Mstep: Class 21 contains 117058 members 
Mstep: Class 22 contains 9641 members 
Entering Unmasked Estep 
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Iteration 38Q: 19 clusters Score -8.613724e+07 nChanged 11122
Entering ConstructFrom: 
Score: -86137240.000000 Penalty: 39605.269531
Entering ConstructFrom: 
Trying to split cluster 1 (34923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Entering Unmasked Estep 
Score: -3861185.000000 Penalty: 1699.896484
	Iteration 0F: 2 clusters Score -3861185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3837646.000000 Penalty: 3399.792969
	Iteration 0F: 3 clusters Score -3837646 nChanged 16178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3846893.500000 Penalty: 3399.792969
	Iteration 1F: 3 clusters Score -3846894 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3847760.250000 Penalty: 3399.792969
	Iteration 2Q: 3 clusters Score -3847760 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3849215.000000 Penalty: 3399.792969
	Iteration 3F: 3 clusters Score -3849215 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -3851425.500000 Penalty: 3399.792969
	Iteration 4F: 3 clusters Score -3851426 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3853889.000000 Penalty: 3399.792969
	Iteration 5F: 3 clusters Score -3853889 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3855980.000000 Penalty: 3399.792969
	Iteration 6F: 3 clusters Score -3855980 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3857342.250000 Penalty: 3399.792969
	Iteration 7F: 3 clusters Score -3857342 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3858058.000000 Penalty: 3399.792969
	Iteration 8Q: 3 clusters Score -3858058 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3858394.000000 Penalty: 3399.792969
	Iteration 9Q: 3 clusters Score -3858394 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3858546.250000 Penalty: 3399.792969
	Iteration 10Q: 3 clusters Score -3858546 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3858652.500000 Penalty: 3399.792969
	Iteration 11Q: 3 clusters Score -3858652 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3858696.500000 Penalty: 3399.792969
	Iteration 12Q: 3 clusters Score -3858696 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3858741.500000 Penalty: 3399.792969
	Iteration 13Q: 3 clusters Score -3858742 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3858774.000000 Penalty: 3399.792969
	Iteration 14Q: 3 clusters Score -3858774 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3858804.750000 Penalty: 3399.792969
	Iteration 15Q: 3 clusters Score -3858805 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3858822.250000 Penalty: 3399.792969
	Iteration 16Q: 3 clusters Score -3858822 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3858864.250000 Penalty: 3399.792969
	Iteration 17Q: 3 clusters Score -3858864 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3858886.250000 Penalty: 3399.792969
	Iteration 18Q: 3 clusters Score -3858886 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -3858903.250000 Penalty: 3399.792969
	Iteration 19Q: 3 clusters Score -3858903 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3858920.500000 Penalty: 3399.792969
	Iteration 20F: 3 clusters Score -3858920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3858940.500000 Penalty: 3399.792969
	Iteration 21Q: 3 clusters Score -3858940 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3858967.250000 Penalty: 3399.792969
	Iteration 22Q: 3 clusters Score -3858967 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3859014.750000 Penalty: 3399.792969
	Iteration 23Q: 3 clusters Score -3859015 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3859062.250000 Penalty: 3399.792969
	Iteration 24Q: 3 clusters Score -3859062 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3859098.250000 Penalty: 3399.792969
	Iteration 25Q: 3 clusters Score -3859098 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3859184.250000 Penalty: 3399.792969
	Iteration 26Q: 3 clusters Score -3859184 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3859257.750000 Penalty: 3399.792969
	Iteration 27Q: 3 clusters Score -3859258 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3859329.000000 Penalty: 3399.792969
	Iteration 28Q: 3 clusters Score -3859329 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3859425.250000 Penalty: 3399.792969
	Iteration 29Q: 3 clusters Score -3859425 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3859498.250000 Penalty: 3399.792969
	Iteration 30Q: 3 clusters Score -3859498 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3859581.750000 Penalty: 3399.792969
	Iteration 31Q: 3 clusters Score -3859582 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3859652.000000 Penalty: 3399.792969
	Iteration 32Q: 3 clusters Score -3859652 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3859714.000000 Penalty: 3399.792969
	Iteration 33Q: 3 clusters Score -3859714 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3859768.500000 Penalty: 3399.792969
	Iteration 34Q: 3 clusters Score -3859768 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3859810.000000 Penalty: 3399.792969
	Iteration 35Q: 3 clusters Score -3859810 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3859838.500000 Penalty: 3399.792969
	Iteration 36Q: 3 clusters Score -3859838 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3859891.750000 Penalty: 3399.792969
	Iteration 37Q: 3 clusters Score -3859892 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3859922.000000 Penalty: 3399.792969
	Iteration 38Q: 3 clusters Score -3859922 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3859952.000000 Penalty: 3399.792969
	Iteration 39Q: 3 clusters Score -3859952 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3859984.750000 Penalty: 3399.792969
	Iteration 40F: 3 clusters Score -3859985 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -3860032.000000 Penalty: 3399.792969
	Iteration 41Q: 3 clusters Score -3860032 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3860072.750000 Penalty: 3399.792969
	Iteration 42Q: 3 clusters Score -3860073 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3860095.000000 Penalty: 3399.792969
	Iteration 43Q: 3 clusters Score -3860095 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3860134.500000 Penalty: 3399.792969
	Iteration 44Q: 3 clusters Score -3860134 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3860165.250000 Penalty: 3399.792969
	Iteration 45Q: 3 clusters Score -3860165 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3860198.500000 Penalty: 3399.792969
	Iteration 46Q: 3 clusters Score -3860198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3860228.000000 Penalty: 3399.792969
	Iteration 47Q: 3 clusters Score -3860228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3860258.000000 Penalty: 3399.792969
	Iteration 48Q: 3 clusters Score -3860258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3860300.250000 Penalty: 3399.792969
	Iteration 49Q: 3 clusters Score -3860300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3860333.250000 Penalty: 3399.792969
	Iteration 50Q: 3 clusters Score -3860333 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3860397.750000 Penalty: 3399.792969
	Iteration 51Q: 3 clusters Score -3860398 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3860481.000000 Penalty: 3399.792969
	Iteration 52Q: 3 clusters Score -3860481 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3860602.000000 Penalty: 3399.792969
	Iteration 53Q: 3 clusters Score -3860602 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3860732.500000 Penalty: 3399.792969
	Iteration 54Q: 3 clusters Score -3860732 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3860828.750000 Penalty: 3399.792969
	Iteration 55Q: 3 clusters Score -3860829 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3860914.000000 Penalty: 3399.792969
	Iteration 56Q: 3 clusters Score -3860914 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3860987.750000 Penalty: 3399.792969
	Iteration 57Q: 3 clusters Score -3860988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3861014.500000 Penalty: 3399.792969
	Iteration 58Q: 3 clusters Score -3861014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3861039.500000 Penalty: 3399.792969
	Iteration 59Q: 3 clusters Score -3861040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3861047.500000 Penalty: 3399.792969
	Iteration 60F: 3 clusters Score -3861048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3861051.500000 Penalty: 3399.792969
	Iteration 61Q: 3 clusters Score -3861052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3861060.750000 Penalty: 3399.792969
	Iteration 62Q: 3 clusters Score -3861061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3861061.750000 Penalty: 3399.792969
	Iteration 63Q: 3 clusters Score -3861062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3861065.750000 Penalty: 3399.792969
	Iteration 64Q: 3 clusters Score -3861066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3861066.750000 Penalty: 3399.792969
	Iteration 65Q: 3 clusters Score -3861067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3861069.000000 Penalty: 3399.792969
	Iteration 66Q: 3 clusters Score -3861069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3861075.250000 Penalty: 3399.792969
	Iteration 67Q: 3 clusters Score -3861075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3861070.500000 Penalty: 3399.792969
	Iteration 68Q: 3 clusters Score -3861070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3861072.000000 Penalty: 3399.792969
	Iteration 69Q: 3 clusters Score -3861072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3861070.250000 Penalty: 3399.792969
	Iteration 70Q: 3 clusters Score -3861070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -3861073.000000 Penalty: 3399.792969
	Iteration 71Q: 3 clusters Score -3861073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3861078.500000 Penalty: 3399.792969
	Iteration 72Q: 3 clusters Score -3861078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3861074.500000 Penalty: 3399.792969
	Iteration 73Q: 3 clusters Score -3861074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3861077.000000 Penalty: 3399.792969
	Iteration 74Q: 3 clusters Score -3861077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3861081.250000 Penalty: 3399.792969
	Iteration 75Q: 3 clusters Score -3861081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3861083.250000 Penalty: 3399.792969
	Iteration 76Q: 3 clusters Score -3861083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3861082.250000 Penalty: 3399.792969
	Iteration 77Q: 3 clusters Score -3861082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3861081.750000 Penalty: 3399.792969
	Iteration 78Q: 3 clusters Score -3861082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3861078.750000 Penalty: 3399.792969
	Iteration 79Q: 3 clusters Score -3861079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3861077.750000 Penalty: 3399.792969
	Iteration 80F: 3 clusters Score -3861078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3861084.000000 Penalty: 3399.792969
	Iteration 81Q: 3 clusters Score -3861084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3861083.750000 Penalty: 3399.792969
	Iteration 82Q: 3 clusters Score -3861084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3861083.500000 Penalty: 3399.792969
	Iteration 83Q: 3 clusters Score -3861084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3861083.500000 Penalty: 3399.792969
	Iteration 84Q: 3 clusters Score -3861084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3861080.750000 Penalty: 3399.792969
	Iteration 85Q: 3 clusters Score -3861081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3861080.750000 Penalty: 3399.792969
	Iteration 86F: 3 clusters Score -3861081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -399277.062500 Penalty: 1344.831421
	Iteration 0F: 2 clusters Score -399277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -396236.812500 Penalty: 2689.662842
	Iteration 0F: 3 clusters Score -396236.8 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -398242.625000 Penalty: 2689.662842
	Iteration 1F: 3 clusters Score -398242.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -399389.312500 Penalty: 2689.662842
	Iteration 2F: 3 clusters Score -399389.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -400172.281250 Penalty: 2689.662842
	Iteration 3F: 3 clusters Score -400172.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -400538.562500 Penalty: 2689.662842
	Iteration 4F: 3 clusters Score -400538.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -400749.656250 Penalty: 2689.662842
	Iteration 5Q: 3 clusters Score -400749.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -401023.875000 Penalty: 2689.662842
	Iteration 6Q: 3 clusters Score -401023.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -401516.531250 Penalty: 2689.662842
	Iteration 7Q: 3 clusters Score -401516.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -402352.562500 Penalty: 2689.662842
	Iteration 8F: 3 clusters Score -402352.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -404042.656250 Penalty: 2689.662842
	Iteration 9F: 3 clusters Score -404042.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -405197.968750 Penalty: 2689.662842
	Iteration 10F: 3 clusters Score -405198 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -405732.500000 Penalty: 2689.662842
	Iteration 11Q: 3 clusters Score -405732.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -405843.031250 Penalty: 2689.662842
	Iteration 12Q: 3 clusters Score -405843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -405891.875000 Penalty: 2689.662842
	Iteration 13Q: 3 clusters Score -405891.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -405926.125000 Penalty: 2689.662842
	Iteration 14Q: 3 clusters Score -405926.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -405942.562500 Penalty: 2689.662842
	Iteration 15Q: 3 clusters Score -405942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -405944.875000 Penalty: 2689.662842
	Iteration 16Q: 3 clusters Score -405944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -405947.875000 Penalty: 2689.662842
	Iteration 17Q: 3 clusters Score -405947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -405948.687500 Penalty: 2689.662842
	Iteration 18F: 3 clusters Score -405948.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -405950.750000 Penalty: 2689.662842
	Iteration 19Q: 3 clusters Score -405950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -405951.156250 Penalty: 2689.662842
	Iteration 20F: 3 clusters Score -405951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -405951.093750 Penalty: 2689.662842
	Iteration 21Q: 3 clusters Score -405951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -405951.093750 Penalty: 2689.662842
	Iteration 22F: 3 clusters Score -405951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 120010 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 57276 members 
Mstep: Class 7 contains 7627 members 
Mstep: Class 8 contains 109125 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 119824 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 28576 members 
Mstep: Class 17 contains 11447 members 
Mstep: Class 19 contains 13250 members 
Mstep: Class 20 contains 104748 members 
Mstep: Class 21 contains 117377 members 
Mstep: Class 22 contains 9482 members 
Entering Unmasked Estep 
Score: -86142912.000000 Penalty: 41805.562500
Splitting cluster 2 changes total score from -86137240.000000 to -86142912.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (9957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Entering Unmasked Estep 
Score: -1169848.500000 Penalty: 1495.979980
	Iteration 0F: 2 clusters Score -1169848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1162833.625000 Penalty: 2991.959961
	Iteration 0F: 3 clusters Score -1162834 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1165121.250000 Penalty: 2991.959961
	Iteration 1F: 3 clusters Score -1165121 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1165372.375000 Penalty: 2991.959961
	Iteration 2F: 3 clusters Score -1165372 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1165572.625000 Penalty: 2991.959961
	Iteration 3Q: 3 clusters Score -1165573 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1165797.250000 Penalty: 2991.959961
	Iteration 4Q: 3 clusters Score -1165797 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1166093.500000 Penalty: 2991.959961
	Iteration 5F: 3 clusters Score -1166094 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1166456.500000 Penalty: 2991.959961
	Iteration 6F: 3 clusters Score -1166456 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1166879.375000 Penalty: 2991.959961
	Iteration 7F: 3 clusters Score -1166879 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1167342.750000 Penalty: 2991.959961
	Iteration 8F: 3 clusters Score -1167343 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1167771.750000 Penalty: 2991.959961
	Iteration 9F: 3 clusters Score -1167772 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1168020.000000 Penalty: 2991.959961
	Iteration 10Q: 3 clusters Score -1168020 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1168132.125000 Penalty: 2991.959961
	Iteration 11Q: 3 clusters Score -1168132 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1168202.125000 Penalty: 2991.959961
	Iteration 12Q: 3 clusters Score -1168202 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1168240.750000 Penalty: 2991.959961
	Iteration 13Q: 3 clusters Score -1168241 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1168259.125000 Penalty: 2991.959961
	Iteration 14Q: 3 clusters Score -1168259 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1168272.000000 Penalty: 2991.959961
	Iteration 15Q: 3 clusters Score -1168272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1168283.250000 Penalty: 2991.959961
	Iteration 16Q: 3 clusters Score -1168283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1168292.500000 Penalty: 2991.959961
	Iteration 17Q: 3 clusters Score -1168292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1168302.750000 Penalty: 2991.959961
	Iteration 18Q: 3 clusters Score -1168303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1168314.000000 Penalty: 2991.959961
	Iteration 19Q: 3 clusters Score -1168314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1168325.750000 Penalty: 2991.959961
	Iteration 20F: 3 clusters Score -1168326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1168334.125000 Penalty: 2991.959961
	Iteration 21Q: 3 clusters Score -1168334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1168345.875000 Penalty: 2991.959961
	Iteration 22Q: 3 clusters Score -1168346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1168353.500000 Penalty: 2991.959961
	Iteration 23Q: 3 clusters Score -1168354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1168361.000000 Penalty: 2991.959961
	Iteration 24Q: 3 clusters Score -1168361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1168369.125000 Penalty: 2991.959961
	Iteration 25Q: 3 clusters Score -1168369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1168382.750000 Penalty: 2991.959961
	Iteration 26Q: 3 clusters Score -1168383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1168394.625000 Penalty: 2991.959961
	Iteration 27Q: 3 clusters Score -1168395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1168409.750000 Penalty: 2991.959961
	Iteration 28Q: 3 clusters Score -1168410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1168418.500000 Penalty: 2991.959961
	Iteration 29Q: 3 clusters Score -1168418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1168429.750000 Penalty: 2991.959961
	Iteration 30Q: 3 clusters Score -1168430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1168434.625000 Penalty: 2991.959961
	Iteration 31Q: 3 clusters Score -1168435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1168444.500000 Penalty: 2991.959961
	Iteration 32Q: 3 clusters Score -1168444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1168446.375000 Penalty: 2991.959961
	Iteration 33Q: 3 clusters Score -1168446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1168450.125000 Penalty: 2991.959961
	Iteration 34Q: 3 clusters Score -1168450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1168456.625000 Penalty: 2991.959961
	Iteration 35Q: 3 clusters Score -1168457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1168460.875000 Penalty: 2991.959961
	Iteration 36Q: 3 clusters Score -1168461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1168459.500000 Penalty: 2991.959961
	Iteration 37Q: 3 clusters Score -1168460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1168460.875000 Penalty: 2991.959961
	Iteration 38Q: 3 clusters Score -1168461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1168463.375000 Penalty: 2991.959961
	Iteration 39Q: 3 clusters Score -1168463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1168466.750000 Penalty: 2991.959961
	Iteration 40F: 3 clusters Score -1168467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1168469.250000 Penalty: 2991.959961
	Iteration 41Q: 3 clusters Score -1168469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1168473.750000 Penalty: 2991.959961
	Iteration 42Q: 3 clusters Score -1168474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1168478.250000 Penalty: 2991.959961
	Iteration 43Q: 3 clusters Score -1168478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1168484.500000 Penalty: 2991.959961
	Iteration 44Q: 3 clusters Score -1168484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1168484.000000 Penalty: 2991.959961
	Iteration 45Q: 3 clusters Score -1168484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1168484.375000 Penalty: 2991.959961
	Iteration 46Q: 3 clusters Score -1168484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1168484.250000 Penalty: 2991.959961
	Iteration 47Q: 3 clusters Score -1168484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1168487.250000 Penalty: 2991.959961
	Iteration 48Q: 3 clusters Score -1168487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1168487.500000 Penalty: 2991.959961
	Iteration 49Q: 3 clusters Score -1168488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1168487.875000 Penalty: 2991.959961
	Iteration 50Q: 3 clusters Score -1168488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1168490.500000 Penalty: 2991.959961
	Iteration 51Q: 3 clusters Score -1168490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1168491.250000 Penalty: 2991.959961
	Iteration 52Q: 3 clusters Score -1168491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1168490.500000 Penalty: 2991.959961
	Iteration 53Q: 3 clusters Score -1168490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1168489.875000 Penalty: 2991.959961
	Iteration 54Q: 3 clusters Score -1168490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1168488.750000 Penalty: 2991.959961
	Iteration 55Q: 3 clusters Score -1168489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1168490.375000 Penalty: 2991.959961
	Iteration 56Q: 3 clusters Score -1168490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1168490.625000 Penalty: 2991.959961
	Iteration 57Q: 3 clusters Score -1168491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1168490.500000 Penalty: 2991.959961
	Iteration 58Q: 3 clusters Score -1168490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1168491.250000 Penalty: 2991.959961
	Iteration 59Q: 3 clusters Score -1168491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1168489.250000 Penalty: 2991.959961
	Iteration 60F: 3 clusters Score -1168489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1168491.000000 Penalty: 2991.959961
	Iteration 61Q: 3 clusters Score -1168491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1168490.500000 Penalty: 2991.959961
	Iteration 62Q: 3 clusters Score -1168490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1168489.625000 Penalty: 2991.959961
	Iteration 63Q: 3 clusters Score -1168490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1168489.375000 Penalty: 2991.959961
	Iteration 64Q: 3 clusters Score -1168489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1168489.375000 Penalty: 2991.959961
	Iteration 65F: 3 clusters Score -1168489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (120010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Entering Unmasked Estep 
Score: -14060518.000000 Penalty: 1900.491211
	Iteration 0F: 2 clusters Score -1.406052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -13987904.000000 Penalty: 3800.982422
	Iteration 0F: 3 clusters Score -1.39879e+07 nChanged 57906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -14021496.000000 Penalty: 3800.982422
	Iteration 1F: 3 clusters Score -1.40215e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -14022352.000000 Penalty: 3800.982422
	Iteration 2Q: 3 clusters Score -1.402235e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -14023476.000000 Penalty: 3800.982422
	Iteration 3Q: 3 clusters Score -1.402348e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -14025365.000000 Penalty: 3800.982422
	Iteration 4Q: 3 clusters Score -1.402536e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -14028651.000000 Penalty: 3800.982422
	Iteration 5F: 3 clusters Score -1.402865e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -14034127.000000 Penalty: 3800.982422
	Iteration 6F: 3 clusters Score -1.403413e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -14040991.000000 Penalty: 3800.982422
	Iteration 7F: 3 clusters Score -1.404099e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -14047641.000000 Penalty: 3800.982422
	Iteration 8F: 3 clusters Score -1.404764e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100652 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -14052182.000000 Penalty: 3800.982422
	Iteration 9Q: 3 clusters Score -1.405218e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -14055013.000000 Penalty: 3800.982422
	Iteration 10Q: 3 clusters Score -1.405501e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -14056524.000000 Penalty: 3800.982422
	Iteration 11Q: 3 clusters Score -1.405652e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104843 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -14057641.000000 Penalty: 3800.982422
	Iteration 12Q: 3 clusters Score -1.405764e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -14058546.000000 Penalty: 3800.982422
	Iteration 13Q: 3 clusters Score -1.405855e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107345 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -14059145.000000 Penalty: 3800.982422
	Iteration 14Q: 3 clusters Score -1.405914e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108581 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -14059581.000000 Penalty: 3800.982422
	Iteration 15Q: 3 clusters Score -1.405958e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -14059993.000000 Penalty: 3800.982422
	Iteration 16Q: 3 clusters Score -1.405999e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111087 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -14060204.000000 Penalty: 3800.982422
	Iteration 17Q: 3 clusters Score -1.40602e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112214 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -14060310.000000 Penalty: 3800.982422
	Iteration 18Q: 3 clusters Score -1.406031e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113219 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -14060295.000000 Penalty: 3800.982422
	Iteration 19Q: 3 clusters Score -1.40603e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -14060182.000000 Penalty: 3800.982422
	Iteration 20F: 3 clusters Score -1.406018e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114906 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -14060272.000000 Penalty: 3800.982422
	Iteration 21Q: 3 clusters Score -1.406027e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115635 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -14060194.000000 Penalty: 3800.982422
	Iteration 22Q: 3 clusters Score -1.406019e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -14060059.000000 Penalty: 3800.982422
	Iteration 23Q: 3 clusters Score -1.406006e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116855 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -14060033.000000 Penalty: 3800.982422
	Iteration 24Q: 3 clusters Score -1.406003e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117330 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -14059957.000000 Penalty: 3800.982422
	Iteration 25Q: 3 clusters Score -1.405996e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117749 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -14059783.000000 Penalty: 3800.982422
	Iteration 26Q: 3 clusters Score -1.405978e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118077 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -14059760.000000 Penalty: 3800.982422
	Iteration 27Q: 3 clusters Score -1.405976e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118321 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -14059697.000000 Penalty: 3800.982422
	Iteration 28Q: 3 clusters Score -1.40597e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118534 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -14059641.000000 Penalty: 3800.982422
	Iteration 29Q: 3 clusters Score -1.405964e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118695 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14059667.000000 Penalty: 3800.982422
	Iteration 30Q: 3 clusters Score -1.405967e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118812 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -14059583.000000 Penalty: 3800.982422
	Iteration 31Q: 3 clusters Score -1.405958e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118912 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -14059564.000000 Penalty: 3800.982422
	Iteration 32Q: 3 clusters Score -1.405956e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119000 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -14059509.000000 Penalty: 3800.982422
	Iteration 33Q: 3 clusters Score -1.405951e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119078 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14059505.000000 Penalty: 3800.982422
	Iteration 34Q: 3 clusters Score -1.40595e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119129 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -14059495.000000 Penalty: 3800.982422
	Iteration 35Q: 3 clusters Score -1.40595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119162 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14059489.000000 Penalty: 3800.982422
	Iteration 36Q: 3 clusters Score -1.405949e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119190 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -14059469.000000 Penalty: 3800.982422
	Iteration 37Q: 3 clusters Score -1.405947e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119213 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -14059461.000000 Penalty: 3800.982422
	Iteration 38Q: 3 clusters Score -1.405946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -14059439.000000 Penalty: 3800.982422
	Iteration 39Q: 3 clusters Score -1.405944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119255 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -14059436.000000 Penalty: 3800.982422
	Iteration 40F: 3 clusters Score -1.405944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119281 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -14059403.000000 Penalty: 3800.982422
	Iteration 41Q: 3 clusters Score -1.40594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119306 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14059385.000000 Penalty: 3800.982422
	Iteration 42Q: 3 clusters Score -1.405938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14059374.000000 Penalty: 3800.982422
	Iteration 43Q: 3 clusters Score -1.405937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119346 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14059358.000000 Penalty: 3800.982422
	Iteration 44Q: 3 clusters Score -1.405936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119360 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -14059373.000000 Penalty: 3800.982422
	Iteration 45Q: 3 clusters Score -1.405937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119371 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14059384.000000 Penalty: 3800.982422
	Iteration 46Q: 3 clusters Score -1.405938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119379 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14059372.000000 Penalty: 3800.982422
	Iteration 47Q: 3 clusters Score -1.405937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119386 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -14059374.000000 Penalty: 3800.982422
	Iteration 48Q: 3 clusters Score -1.405937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119390 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14059371.000000 Penalty: 3800.982422
	Iteration 49Q: 3 clusters Score -1.405937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -14059372.000000 Penalty: 3800.982422
	Iteration 50Q: 3 clusters Score -1.405937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -14059377.000000 Penalty: 3800.982422
	Iteration 51Q: 3 clusters Score -1.405938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119405 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -14059377.000000 Penalty: 3800.982422
	Iteration 52Q: 3 clusters Score -1.405938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119409 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14059370.000000 Penalty: 3800.982422
	Iteration 53Q: 3 clusters Score -1.405937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14059368.000000 Penalty: 3800.982422
	Iteration 54Q: 3 clusters Score -1.405937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -14059370.000000 Penalty: 3800.982422
	Iteration 55Q: 3 clusters Score -1.405937e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -14059368.000000 Penalty: 3800.982422
	Iteration 56Q: 3 clusters Score -1.405937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119422 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14059364.000000 Penalty: 3800.982422
	Iteration 57Q: 3 clusters Score -1.405936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119426 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14059365.000000 Penalty: 3800.982422
	Iteration 58Q: 3 clusters Score -1.405936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119428 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14059358.000000 Penalty: 3800.982422
	Iteration 59Q: 3 clusters Score -1.405936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119429 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -14059359.000000 Penalty: 3800.982422
	Iteration 60F: 3 clusters Score -1.405936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14059358.000000 Penalty: 3800.982422
	Iteration 61Q: 3 clusters Score -1.405936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14059358.000000 Penalty: 3800.982422
	Iteration 62F: 3 clusters Score -1.405936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Entering Unmasked Estep 
Score: -6680038.500000 Penalty: 1780.291016
	Iteration 0F: 2 clusters Score -6680038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -6641739.500000 Penalty: 3560.582031
	Iteration 0F: 3 clusters Score -6641740 nChanged 26980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -6657298.500000 Penalty: 3560.582031
	Iteration 1F: 3 clusters Score -6657298 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -6657910.500000 Penalty: 3560.582031
	Iteration 2Q: 3 clusters Score -6657910 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -6658734.000000 Penalty: 3560.582031
	Iteration 3Q: 3 clusters Score -6658734 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -6659751.500000 Penalty: 3560.582031
	Iteration 4Q: 3 clusters Score -6659752 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -6660984.000000 Penalty: 3560.582031
	Iteration 5Q: 3 clusters Score -6660984 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -6662696.000000 Penalty: 3560.582031
	Iteration 6F: 3 clusters Score -6662696 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -6664950.500000 Penalty: 3560.582031
	Iteration 7F: 3 clusters Score -6664950 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -6667493.000000 Penalty: 3560.582031
	Iteration 8F: 3 clusters Score -6667493 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -6669696.000000 Penalty: 3560.582031
	Iteration 9F: 3 clusters Score -6669696 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -6671066.000000 Penalty: 3560.582031
	Iteration 10Q: 3 clusters Score -6671066 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -6671793.000000 Penalty: 3560.582031
	Iteration 11Q: 3 clusters Score -6671793 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -6672267.500000 Penalty: 3560.582031
	Iteration 12Q: 3 clusters Score -6672268 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -6672644.000000 Penalty: 3560.582031
	Iteration 13Q: 3 clusters Score -6672644 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -6672978.000000 Penalty: 3560.582031
	Iteration 14Q: 3 clusters Score -6672978 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -6673330.000000 Penalty: 3560.582031
	Iteration 15Q: 3 clusters Score -6673330 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -6673620.500000 Penalty: 3560.582031
	Iteration 16Q: 3 clusters Score -6673620 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -6674006.000000 Penalty: 3560.582031
	Iteration 17Q: 3 clusters Score -6674006 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -6674374.000000 Penalty: 3560.582031
	Iteration 18Q: 3 clusters Score -6674374 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -6674727.500000 Penalty: 3560.582031
	Iteration 19Q: 3 clusters Score -6674728 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -6675096.000000 Penalty: 3560.582031
	Iteration 20F: 3 clusters Score -6675096 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -6675468.500000 Penalty: 3560.582031
	Iteration 21Q: 3 clusters Score -6675468 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -6675760.000000 Penalty: 3560.582031
	Iteration 22Q: 3 clusters Score -6675760 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -6676089.500000 Penalty: 3560.582031
	Iteration 23Q: 3 clusters Score -6676090 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -6676360.500000 Penalty: 3560.582031
	Iteration 24Q: 3 clusters Score -6676360 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -6676623.500000 Penalty: 3560.582031
	Iteration 25Q: 3 clusters Score -6676624 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -6676853.500000 Penalty: 3560.582031
	Iteration 26Q: 3 clusters Score -6676854 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -6677047.500000 Penalty: 3560.582031
	Iteration 27Q: 3 clusters Score -6677048 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -6677253.000000 Penalty: 3560.582031
	Iteration 28Q: 3 clusters Score -6677253 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -6677438.000000 Penalty: 3560.582031
	Iteration 29Q: 3 clusters Score -6677438 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -6677573.000000 Penalty: 3560.582031
	Iteration 30Q: 3 clusters Score -6677573 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -6677747.000000 Penalty: 3560.582031
	Iteration 31Q: 3 clusters Score -6677747 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -6677876.500000 Penalty: 3560.582031
	Iteration 32Q: 3 clusters Score -6677876 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -6677944.000000 Penalty: 3560.582031
	Iteration 33Q: 3 clusters Score -6677944 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -6678032.500000 Penalty: 3560.582031
	Iteration 34Q: 3 clusters Score -6678032 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -6678136.000000 Penalty: 3560.582031
	Iteration 35Q: 3 clusters Score -6678136 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -6678234.500000 Penalty: 3560.582031
	Iteration 36Q: 3 clusters Score -6678234 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6678318.000000 Penalty: 3560.582031
	Iteration 37Q: 3 clusters Score -6678318 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6678381.000000 Penalty: 3560.582031
	Iteration 38Q: 3 clusters Score -6678381 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -6678446.000000 Penalty: 3560.582031
	Iteration 39Q: 3 clusters Score -6678446 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -6678494.000000 Penalty: 3560.582031
	Iteration 40F: 3 clusters Score -6678494 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6678531.500000 Penalty: 3560.582031
	Iteration 41Q: 3 clusters Score -6678532 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6678595.500000 Penalty: 3560.582031
	Iteration 42Q: 3 clusters Score -6678596 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6678646.500000 Penalty: 3560.582031
	Iteration 43Q: 3 clusters Score -6678646 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6678654.500000 Penalty: 3560.582031
	Iteration 44Q: 3 clusters Score -6678654 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6678664.500000 Penalty: 3560.582031
	Iteration 45Q: 3 clusters Score -6678664 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6678690.500000 Penalty: 3560.582031
	Iteration 46Q: 3 clusters Score -6678690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6678722.500000 Penalty: 3560.582031
	Iteration 47Q: 3 clusters Score -6678722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6678740.000000 Penalty: 3560.582031
	Iteration 48Q: 3 clusters Score -6678740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6678751.500000 Penalty: 3560.582031
	Iteration 49Q: 3 clusters Score -6678752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6678761.000000 Penalty: 3560.582031
	Iteration 50Q: 3 clusters Score -6678761 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6678768.000000 Penalty: 3560.582031
	Iteration 51Q: 3 clusters Score -6678768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -6678775.000000 Penalty: 3560.582031
	Iteration 52Q: 3 clusters Score -6678775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6678785.000000 Penalty: 3560.582031
	Iteration 53Q: 3 clusters Score -6678785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6678790.500000 Penalty: 3560.582031
	Iteration 54Q: 3 clusters Score -6678790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6678799.500000 Penalty: 3560.582031
	Iteration 55Q: 3 clusters Score -6678800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6678796.000000 Penalty: 3560.582031
	Iteration 56Q: 3 clusters Score -6678796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6678797.000000 Penalty: 3560.582031
	Iteration 57Q: 3 clusters Score -6678797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6678798.500000 Penalty: 3560.582031
	Iteration 58Q: 3 clusters Score -6678798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6678817.000000 Penalty: 3560.582031
	Iteration 59Q: 3 clusters Score -6678817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6678827.000000 Penalty: 3560.582031
	Iteration 60F: 3 clusters Score -6678827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6678835.000000 Penalty: 3560.582031
	Iteration 61Q: 3 clusters Score -6678835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6678834.000000 Penalty: 3560.582031
	Iteration 62Q: 3 clusters Score -6678834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6678835.500000 Penalty: 3560.582031
	Iteration 63Q: 3 clusters Score -6678836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6678846.500000 Penalty: 3560.582031
	Iteration 64Q: 3 clusters Score -6678846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6678862.500000 Penalty: 3560.582031
	Iteration 65Q: 3 clusters Score -6678862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6678862.500000 Penalty: 3560.582031
	Iteration 66Q: 3 clusters Score -6678862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6678862.000000 Penalty: 3560.582031
	Iteration 67Q: 3 clusters Score -6678862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6678869.000000 Penalty: 3560.582031
	Iteration 68Q: 3 clusters Score -6678869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6678863.000000 Penalty: 3560.582031
	Iteration 69Q: 3 clusters Score -6678863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6678862.000000 Penalty: 3560.582031
	Iteration 70Q: 3 clusters Score -6678862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6678866.500000 Penalty: 3560.582031
	Iteration 71Q: 3 clusters Score -6678866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6678863.500000 Penalty: 3560.582031
	Iteration 72Q: 3 clusters Score -6678864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6678866.500000 Penalty: 3560.582031
	Iteration 73Q: 3 clusters Score -6678866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6678864.500000 Penalty: 3560.582031
	Iteration 74Q: 3 clusters Score -6678864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6678871.500000 Penalty: 3560.582031
	Iteration 75Q: 3 clusters Score -6678872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6678872.500000 Penalty: 3560.582031
	Iteration 76Q: 3 clusters Score -6678872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6678875.000000 Penalty: 3560.582031
	Iteration 77Q: 3 clusters Score -6678875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6678875.500000 Penalty: 3560.582031
	Iteration 78Q: 3 clusters Score -6678876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6678875.500000 Penalty: 3560.582031
	Iteration 79F: 3 clusters Score -6678876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Entering Unmasked Estep 
Score: -844662.750000 Penalty: 1452.660645
	Iteration 0F: 2 clusters Score -844662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -839036.312500 Penalty: 2905.321289
	Iteration 0F: 3 clusters Score -839036.3 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -840885.687500 Penalty: 2905.321289
	Iteration 1F: 3 clusters Score -840885.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -841324.875000 Penalty: 2905.321289
	Iteration 2F: 3 clusters Score -841324.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -841789.125000 Penalty: 2905.321289
	Iteration 3F: 3 clusters Score -841789.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -842296.312500 Penalty: 2905.321289
	Iteration 4F: 3 clusters Score -842296.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -842770.437500 Penalty: 2905.321289
	Iteration 5F: 3 clusters Score -842770.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -843121.312500 Penalty: 2905.321289
	Iteration 6F: 3 clusters Score -843121.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -843338.500000 Penalty: 2905.321289
	Iteration 7Q: 3 clusters Score -843338.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -843473.750000 Penalty: 2905.321289
	Iteration 8Q: 3 clusters Score -843473.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -843544.937500 Penalty: 2905.321289
	Iteration 9Q: 3 clusters Score -843544.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -843586.687500 Penalty: 2905.321289
	Iteration 10Q: 3 clusters Score -843586.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -843611.312500 Penalty: 2905.321289
	Iteration 11Q: 3 clusters Score -843611.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -843637.562500 Penalty: 2905.321289
	Iteration 12Q: 3 clusters Score -843637.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -843657.187500 Penalty: 2905.321289
	Iteration 13Q: 3 clusters Score -843657.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -843680.937500 Penalty: 2905.321289
	Iteration 14Q: 3 clusters Score -843680.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -843708.750000 Penalty: 2905.321289
	Iteration 15Q: 3 clusters Score -843708.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -843742.937500 Penalty: 2905.321289
	Iteration 16Q: 3 clusters Score -843742.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -843786.000000 Penalty: 2905.321289
	Iteration 17Q: 3 clusters Score -843786 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -843862.437500 Penalty: 2905.321289
	Iteration 18Q: 3 clusters Score -843862.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -843990.187500 Penalty: 2905.321289
	Iteration 19Q: 3 clusters Score -843990.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -844174.500000 Penalty: 2905.321289
	Iteration 20F: 3 clusters Score -844174.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -844395.875000 Penalty: 2905.321289
	Iteration 21Q: 3 clusters Score -844395.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -844606.812500 Penalty: 2905.321289
	Iteration 22Q: 3 clusters Score -844606.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -844698.625000 Penalty: 2905.321289
	Iteration 23Q: 3 clusters Score -844698.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -844751.812500 Penalty: 2905.321289
	Iteration 24Q: 3 clusters Score -844751.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -844783.562500 Penalty: 2905.321289
	Iteration 25Q: 3 clusters Score -844783.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -844805.250000 Penalty: 2905.321289
	Iteration 26Q: 3 clusters Score -844805.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -844818.562500 Penalty: 2905.321289
	Iteration 27Q: 3 clusters Score -844818.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -844827.437500 Penalty: 2905.321289
	Iteration 28Q: 3 clusters Score -844827.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -844835.437500 Penalty: 2905.321289
	Iteration 29Q: 3 clusters Score -844835.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -844849.125000 Penalty: 2905.321289
	Iteration 30Q: 3 clusters Score -844849.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -844858.875000 Penalty: 2905.321289
	Iteration 31Q: 3 clusters Score -844858.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -844862.937500 Penalty: 2905.321289
	Iteration 32Q: 3 clusters Score -844862.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -844869.562500 Penalty: 2905.321289
	Iteration 33Q: 3 clusters Score -844869.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -844874.312500 Penalty: 2905.321289
	Iteration 34Q: 3 clusters Score -844874.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -844876.500000 Penalty: 2905.321289
	Iteration 35Q: 3 clusters Score -844876.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -844880.500000 Penalty: 2905.321289
	Iteration 36Q: 3 clusters Score -844880.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -844883.125000 Penalty: 2905.321289
	Iteration 37Q: 3 clusters Score -844883.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -844887.000000 Penalty: 2905.321289
	Iteration 38Q: 3 clusters Score -844887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -844888.750000 Penalty: 2905.321289
	Iteration 39Q: 3 clusters Score -844888.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -844890.250000 Penalty: 2905.321289
	Iteration 40F: 3 clusters Score -844890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -844891.437500 Penalty: 2905.321289
	Iteration 41Q: 3 clusters Score -844891.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -844894.125000 Penalty: 2905.321289
	Iteration 42Q: 3 clusters Score -844894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -844896.125000 Penalty: 2905.321289
	Iteration 43Q: 3 clusters Score -844896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -844895.875000 Penalty: 2905.321289
	Iteration 44Q: 3 clusters Score -844895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -844898.562500 Penalty: 2905.321289
	Iteration 45Q: 3 clusters Score -844898.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -844900.375000 Penalty: 2905.321289
	Iteration 46Q: 3 clusters Score -844900.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -844901.187500 Penalty: 2905.321289
	Iteration 47Q: 3 clusters Score -844901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -844903.062500 Penalty: 2905.321289
	Iteration 48Q: 3 clusters Score -844903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -844903.375000 Penalty: 2905.321289
	Iteration 49Q: 3 clusters Score -844903.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -844904.375000 Penalty: 2905.321289
	Iteration 50Q: 3 clusters Score -844904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -844905.687500 Penalty: 2905.321289
	Iteration 51Q: 3 clusters Score -844905.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -844907.375000 Penalty: 2905.321289
	Iteration 52Q: 3 clusters Score -844907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -844906.125000 Penalty: 2905.321289
	Iteration 53Q: 3 clusters Score -844906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -844906.437500 Penalty: 2905.321289
	Iteration 54Q: 3 clusters Score -844906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -844907.062500 Penalty: 2905.321289
	Iteration 55Q: 3 clusters Score -844907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -844907.062500 Penalty: 2905.321289
	Iteration 56F: 3 clusters Score -844907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 120010 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 57276 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 109125 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 119824 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 28576 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 17 contains 11447 members 
Mstep: Class 19 contains 13250 members 
Mstep: Class 20 contains 104748 members 
Mstep: Class 21 contains 117377 members 
Mstep: Class 22 contains 9482 members 
Entering Unmasked Estep 
Score: -86142520.000000 Penalty: 44005.855469
Splitting cluster 7 changes total score from -86137240.000000 to -86142520.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 8 (109125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Entering Unmasked Estep 
Score: -12573588.000000 Penalty: 1885.040527
	Iteration 0F: 2 clusters Score -1.257359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -12503588.000000 Penalty: 3770.081055
	Iteration 0F: 3 clusters Score -1.250359e+07 nChanged 52515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -12535785.000000 Penalty: 3770.081055
	Iteration 1F: 3 clusters Score -1.253578e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -12538604.000000 Penalty: 3770.081055
	Iteration 2Q: 3 clusters Score -1.25386e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -12542124.000000 Penalty: 3770.081055
	Iteration 3F: 3 clusters Score -1.254212e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -12546577.000000 Penalty: 3770.081055
	Iteration 4F: 3 clusters Score -1.254658e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59734 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -12551587.000000 Penalty: 3770.081055
	Iteration 5F: 3 clusters Score -1.255159e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -12557023.000000 Penalty: 3770.081055
	Iteration 6F: 3 clusters Score -1.255702e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -12561597.000000 Penalty: 3770.081055
	Iteration 7F: 3 clusters Score -1.25616e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -12564612.000000 Penalty: 3770.081055
	Iteration 8Q: 3 clusters Score -1.256461e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -12566267.000000 Penalty: 3770.081055
	Iteration 9Q: 3 clusters Score -1.256627e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -12567502.000000 Penalty: 3770.081055
	Iteration 10Q: 3 clusters Score -1.25675e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -12568341.000000 Penalty: 3770.081055
	Iteration 11Q: 3 clusters Score -1.256834e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -12569061.000000 Penalty: 3770.081055
	Iteration 12Q: 3 clusters Score -1.256906e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -12569614.000000 Penalty: 3770.081055
	Iteration 13Q: 3 clusters Score -1.256961e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83092 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -12570108.000000 Penalty: 3770.081055
	Iteration 14Q: 3 clusters Score -1.257011e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -12570487.000000 Penalty: 3770.081055
	Iteration 15Q: 3 clusters Score -1.257049e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -12570752.000000 Penalty: 3770.081055
	Iteration 16Q: 3 clusters Score -1.257075e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -12571041.000000 Penalty: 3770.081055
	Iteration 17Q: 3 clusters Score -1.257104e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -12571315.000000 Penalty: 3770.081055
	Iteration 18Q: 3 clusters Score -1.257132e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -12571606.000000 Penalty: 3770.081055
	Iteration 19Q: 3 clusters Score -1.257161e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -12571884.000000 Penalty: 3770.081055
	Iteration 20F: 3 clusters Score -1.257188e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -12572142.000000 Penalty: 3770.081055
	Iteration 21Q: 3 clusters Score -1.257214e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -12572352.000000 Penalty: 3770.081055
	Iteration 22Q: 3 clusters Score -1.257235e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94921 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -12572667.000000 Penalty: 3770.081055
	Iteration 23Q: 3 clusters Score -1.257267e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -12572891.000000 Penalty: 3770.081055
	Iteration 24Q: 3 clusters Score -1.257289e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -12573163.000000 Penalty: 3770.081055
	Iteration 25Q: 3 clusters Score -1.257316e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -12573382.000000 Penalty: 3770.081055
	Iteration 26Q: 3 clusters Score -1.257338e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98710 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -12573668.000000 Penalty: 3770.081055
	Iteration 27Q: 3 clusters Score -1.257367e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99537 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -12573897.000000 Penalty: 3770.081055
	Iteration 28Q: 3 clusters Score -1.25739e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100250 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -12574161.000000 Penalty: 3770.081055
	Iteration 29Q: 3 clusters Score -1.257416e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100859 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -12574424.000000 Penalty: 3770.081055
	Iteration 30Q: 3 clusters Score -1.257442e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -12574629.000000 Penalty: 3770.081055
	Iteration 31Q: 3 clusters Score -1.257463e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -12574758.000000 Penalty: 3770.081055
	Iteration 32Q: 3 clusters Score -1.257476e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -12574879.000000 Penalty: 3770.081055
	Iteration 33Q: 3 clusters Score -1.257488e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -12574998.000000 Penalty: 3770.081055
	Iteration 34Q: 3 clusters Score -1.2575e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103060 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -12575143.000000 Penalty: 3770.081055
	Iteration 35Q: 3 clusters Score -1.257514e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -12575266.000000 Penalty: 3770.081055
	Iteration 36Q: 3 clusters Score -1.257527e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -12575354.000000 Penalty: 3770.081055
	Iteration 37Q: 3 clusters Score -1.257535e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -12575476.000000 Penalty: 3770.081055
	Iteration 38Q: 3 clusters Score -1.257548e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -12575551.000000 Penalty: 3770.081055
	Iteration 39Q: 3 clusters Score -1.257555e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104194 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -12575692.000000 Penalty: 3770.081055
	Iteration 40F: 3 clusters Score -1.257569e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -12575831.000000 Penalty: 3770.081055
	Iteration 41Q: 3 clusters Score -1.257583e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -12575950.000000 Penalty: 3770.081055
	Iteration 42Q: 3 clusters Score -1.257595e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104673 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -12576019.000000 Penalty: 3770.081055
	Iteration 43Q: 3 clusters Score -1.257602e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104780 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -12576095.000000 Penalty: 3770.081055
	Iteration 44Q: 3 clusters Score -1.25761e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -12576149.000000 Penalty: 3770.081055
	Iteration 45Q: 3 clusters Score -1.257615e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -12576165.000000 Penalty: 3770.081055
	Iteration 46Q: 3 clusters Score -1.257616e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104942 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -12576180.000000 Penalty: 3770.081055
	Iteration 47Q: 3 clusters Score -1.257618e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -12576193.000000 Penalty: 3770.081055
	Iteration 48Q: 3 clusters Score -1.257619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -12576196.000000 Penalty: 3770.081055
	Iteration 49Q: 3 clusters Score -1.25762e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105030 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -12576219.000000 Penalty: 3770.081055
	Iteration 50Q: 3 clusters Score -1.257622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -12576220.000000 Penalty: 3770.081055
	Iteration 51Q: 3 clusters Score -1.257622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105079 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -12576218.000000 Penalty: 3770.081055
	Iteration 52Q: 3 clusters Score -1.257622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105102 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -12576221.000000 Penalty: 3770.081055
	Iteration 53Q: 3 clusters Score -1.257622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -12576215.000000 Penalty: 3770.081055
	Iteration 54Q: 3 clusters Score -1.257622e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -12576215.000000 Penalty: 3770.081055
	Iteration 55Q: 3 clusters Score -1.257622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -12576212.000000 Penalty: 3770.081055
	Iteration 56Q: 3 clusters Score -1.257621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105158 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -12576213.000000 Penalty: 3770.081055
	Iteration 57Q: 3 clusters Score -1.257621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105165 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -12576206.000000 Penalty: 3770.081055
	Iteration 58Q: 3 clusters Score -1.257621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105168 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -12576206.000000 Penalty: 3770.081055
	Iteration 59Q: 3 clusters Score -1.257621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105170 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -12576203.000000 Penalty: 3770.081055
	Iteration 60F: 3 clusters Score -1.25762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105170 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -12576206.000000 Penalty: 3770.081055
	Iteration 61Q: 3 clusters Score -1.257621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -12576206.000000 Penalty: 3770.081055
	Iteration 62Q: 3 clusters Score -1.257621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -12576210.000000 Penalty: 3770.081055
	Iteration 63Q: 3 clusters Score -1.257621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -12576204.000000 Penalty: 3770.081055
	Iteration 64Q: 3 clusters Score -1.25762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -12576211.000000 Penalty: 3770.081055
	Iteration 65Q: 3 clusters Score -1.257621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105177 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -12576207.000000 Penalty: 3770.081055
	Iteration 66Q: 3 clusters Score -1.257621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105177 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -12576207.000000 Penalty: 3770.081055
	Iteration 67F: 3 clusters Score -1.257621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 120010 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 57276 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 105177 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 119824 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 28576 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 3948 members 
Mstep: Class 17 contains 11447 members 
Mstep: Class 19 contains 13250 members 
Mstep: Class 20 contains 104748 members 
Mstep: Class 21 contains 117377 members 
Mstep: Class 22 contains 9482 members 
Entering Unmasked Estep 
Score: -86145080.000000 Penalty: 46206.148438
Splitting cluster 8 changes total score from -86137240.000000 to -86145080.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 9 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -43579.699219 Penalty: 997.380676
	Iteration 0F: 2 clusters Score -43579.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42757.589844 Penalty: 1994.761353
	Iteration 0F: 3 clusters Score -42757.59 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43137.976562 Penalty: 1994.761353
	Iteration 1F: 3 clusters Score -43137.98 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -43467.191406 Penalty: 1994.761353
	Iteration 2F: 3 clusters Score -43467.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -43742.074219 Penalty: 1994.761353
	Iteration 3F: 3 clusters Score -43742.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -44052.640625 Penalty: 1994.761353
	Iteration 4Q: 3 clusters Score -44052.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -44131.390625 Penalty: 1994.761353
	Iteration 5Q: 3 clusters Score -44131.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -44136.296875 Penalty: 1994.761353
	Iteration 6Q: 3 clusters Score -44136.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -44139.375000 Penalty: 1994.761353
	Iteration 7Q: 3 clusters Score -44139.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -44139.375000 Penalty: 1994.761353
	Iteration 8F: 3 clusters Score -44139.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 120010 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 57276 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 105177 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 119824 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 28576 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 3948 members 
Mstep: Class 17 contains 11447 members 
Mstep: Class 18 contains 90 members 
Mstep: Class 19 contains 13250 members 
Mstep: Class 20 contains 104748 members 
Mstep: Class 21 contains 117377 members 
Mstep: Class 22 contains 9482 members 
Entering Unmasked Estep 
Score: -86144456.000000 Penalty: 48406.441406
Splitting cluster 9 changes total score from -86137240.000000 to -86144456.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 10 (5444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Entering Unmasked Estep 
Score: -626780.250000 Penalty: 1397.868774
	Iteration 0F: 2 clusters Score -626780.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -622513.750000 Penalty: 2795.737549
	Iteration 0F: 3 clusters Score -622513.8 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -623652.937500 Penalty: 2795.737549
	Iteration 1F: 3 clusters Score -623652.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -623847.375000 Penalty: 2795.737549
	Iteration 2F: 3 clusters Score -623847.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -623999.812500 Penalty: 2795.737549
	Iteration 3F: 3 clusters Score -623999.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -624126.937500 Penalty: 2795.737549
	Iteration 4Q: 3 clusters Score -624126.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -624261.437500 Penalty: 2795.737549
	Iteration 5Q: 3 clusters Score -624261.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -624401.812500 Penalty: 2795.737549
	Iteration 6Q: 3 clusters Score -624401.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -624558.937500 Penalty: 2795.737549
	Iteration 7Q: 3 clusters Score -624558.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -624720.812500 Penalty: 2795.737549
	Iteration 8Q: 3 clusters Score -624720.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -624868.750000 Penalty: 2795.737549
	Iteration 9Q: 3 clusters Score -624868.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -625009.375000 Penalty: 2795.737549
	Iteration 10Q: 3 clusters Score -625009.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -625104.375000 Penalty: 2795.737549
	Iteration 11Q: 3 clusters Score -625104.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -625193.000000 Penalty: 2795.737549
	Iteration 12Q: 3 clusters Score -625193 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -625263.687500 Penalty: 2795.737549
	Iteration 13Q: 3 clusters Score -625263.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -625329.000000 Penalty: 2795.737549
	Iteration 14Q: 3 clusters Score -625329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -625381.625000 Penalty: 2795.737549
	Iteration 15Q: 3 clusters Score -625381.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -625427.687500 Penalty: 2795.737549
	Iteration 16Q: 3 clusters Score -625427.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -625447.250000 Penalty: 2795.737549
	Iteration 17Q: 3 clusters Score -625447.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -625469.875000 Penalty: 2795.737549
	Iteration 18Q: 3 clusters Score -625469.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -625484.125000 Penalty: 2795.737549
	Iteration 19Q: 3 clusters Score -625484.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -625490.875000 Penalty: 2795.737549
	Iteration 20F: 3 clusters Score -625490.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -625499.500000 Penalty: 2795.737549
	Iteration 21Q: 3 clusters Score -625499.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -625507.562500 Penalty: 2795.737549
	Iteration 22Q: 3 clusters Score -625507.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -625521.625000 Penalty: 2795.737549
	Iteration 23Q: 3 clusters Score -625521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -625535.125000 Penalty: 2795.737549
	Iteration 24Q: 3 clusters Score -625535.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -625542.000000 Penalty: 2795.737549
	Iteration 25Q: 3 clusters Score -625542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -625547.750000 Penalty: 2795.737549
	Iteration 26Q: 3 clusters Score -625547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -625554.687500 Penalty: 2795.737549
	Iteration 27Q: 3 clusters Score -625554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -625557.250000 Penalty: 2795.737549
	Iteration 28Q: 3 clusters Score -625557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -625558.437500 Penalty: 2795.737549
	Iteration 29Q: 3 clusters Score -625558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -625560.375000 Penalty: 2795.737549
	Iteration 30Q: 3 clusters Score -625560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -625561.437500 Penalty: 2795.737549
	Iteration 31Q: 3 clusters Score -625561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -625562.625000 Penalty: 2795.737549
	Iteration 32Q: 3 clusters Score -625562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -625564.687500 Penalty: 2795.737549
	Iteration 33Q: 3 clusters Score -625564.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -625564.687500 Penalty: 2795.737549
	Iteration 34F: 3 clusters Score -625564.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (119824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119824 members 
Entering Unmasked Estep 
Score: -13928116.000000 Penalty: 1900.239136
	Iteration 0F: 2 clusters Score -1.392812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -13854215.000000 Penalty: 3800.478271
	Iteration 0F: 3 clusters Score -1.385422e+07 nChanged 57685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -13888368.000000 Penalty: 3800.478271
	Iteration 1F: 3 clusters Score -1.388837e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -13890520.000000 Penalty: 3800.478271
	Iteration 2Q: 3 clusters Score -1.389052e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -13894234.000000 Penalty: 3800.478271
	Iteration 3F: 3 clusters Score -1.389423e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -13899813.000000 Penalty: 3800.478271
	Iteration 4F: 3 clusters Score -1.389981e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -13906385.000000 Penalty: 3800.478271
	Iteration 5F: 3 clusters Score -1.390638e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -13912810.000000 Penalty: 3800.478271
	Iteration 6F: 3 clusters Score -1.391281e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -13918630.000000 Penalty: 3800.478271
	Iteration 7F: 3 clusters Score -1.391863e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -13923909.000000 Penalty: 3800.478271
	Iteration 8Q: 3 clusters Score -1.392391e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 98778 members 
Entering Unmasked Estep 
Score: -13927596.000000 Penalty: 3800.478271
	Iteration 9Q: 3 clusters Score -1.39276e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -13929300.000000 Penalty: 3800.478271
	Iteration 10Q: 3 clusters Score -1.39293e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -13930544.000000 Penalty: 3800.478271
	Iteration 11Q: 3 clusters Score -1.393054e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 103953 members 
Entering Unmasked Estep 
Score: -13931369.000000 Penalty: 3800.478271
	Iteration 12Q: 3 clusters Score -1.393137e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 105100 members 
Entering Unmasked Estep 
Score: -13931845.000000 Penalty: 3800.478271
	Iteration 13Q: 3 clusters Score -1.393184e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -13932212.000000 Penalty: 3800.478271
	Iteration 14Q: 3 clusters Score -1.393221e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 106836 members 
Entering Unmasked Estep 
Score: -13932525.000000 Penalty: 3800.478271
	Iteration 15Q: 3 clusters Score -1.393252e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
Score: -13932739.000000 Penalty: 3800.478271
	Iteration 16Q: 3 clusters Score -1.393274e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -13932842.000000 Penalty: 3800.478271
	Iteration 17Q: 3 clusters Score -1.393284e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 108546 members 
Entering Unmasked Estep 
Score: -13932942.000000 Penalty: 3800.478271
	Iteration 18Q: 3 clusters Score -1.393294e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 109000 members 
Entering Unmasked Estep 
Score: -13933021.000000 Penalty: 3800.478271
	Iteration 19Q: 3 clusters Score -1.393302e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 109390 members 
Entering Unmasked Estep 
Score: -13933126.000000 Penalty: 3800.478271
	Iteration 20F: 3 clusters Score -1.393313e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 109740 members 
Entering Unmasked Estep 
Score: -13933275.000000 Penalty: 3800.478271
	Iteration 21Q: 3 clusters Score -1.393328e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -13933315.000000 Penalty: 3800.478271
	Iteration 22Q: 3 clusters Score -1.393332e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 110295 members 
Entering Unmasked Estep 
Score: -13933458.000000 Penalty: 3800.478271
	Iteration 23Q: 3 clusters Score -1.393346e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -13933496.000000 Penalty: 3800.478271
	Iteration 24Q: 3 clusters Score -1.39335e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 110731 members 
Entering Unmasked Estep 
Score: -13933532.000000 Penalty: 3800.478271
	Iteration 25Q: 3 clusters Score -1.393353e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 110899 members 
Entering Unmasked Estep 
Score: -13933561.000000 Penalty: 3800.478271
	Iteration 26Q: 3 clusters Score -1.393356e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 111020 members 
Entering Unmasked Estep 
Score: -13933602.000000 Penalty: 3800.478271
	Iteration 27Q: 3 clusters Score -1.39336e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -13933610.000000 Penalty: 3800.478271
	Iteration 28Q: 3 clusters Score -1.393361e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 111215 members 
Entering Unmasked Estep 
Score: -13933599.000000 Penalty: 3800.478271
	Iteration 29Q: 3 clusters Score -1.39336e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 111294 members 
Entering Unmasked Estep 
Score: -13933623.000000 Penalty: 3800.478271
	Iteration 30Q: 3 clusters Score -1.393362e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 111365 members 
Entering Unmasked Estep 
Score: -13933647.000000 Penalty: 3800.478271
	Iteration 31Q: 3 clusters Score -1.393365e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 111416 members 
Entering Unmasked Estep 
Score: -13933660.000000 Penalty: 3800.478271
	Iteration 32Q: 3 clusters Score -1.393366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 111442 members 
Entering Unmasked Estep 
Score: -13933674.000000 Penalty: 3800.478271
	Iteration 33Q: 3 clusters Score -1.393367e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 111472 members 
Entering Unmasked Estep 
Score: -13933681.000000 Penalty: 3800.478271
	Iteration 34Q: 3 clusters Score -1.393368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 111495 members 
Entering Unmasked Estep 
Score: -13933676.000000 Penalty: 3800.478271
	Iteration 35Q: 3 clusters Score -1.393368e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 111522 members 
Entering Unmasked Estep 
Score: -13933668.000000 Penalty: 3800.478271
	Iteration 36Q: 3 clusters Score -1.393367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 111541 members 
Entering Unmasked Estep 
Score: -13933662.000000 Penalty: 3800.478271
	Iteration 37Q: 3 clusters Score -1.393366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 111550 members 
Entering Unmasked Estep 
Score: -13933670.000000 Penalty: 3800.478271
	Iteration 38Q: 3 clusters Score -1.393367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 111557 members 
Entering Unmasked Estep 
Score: -13933658.000000 Penalty: 3800.478271
	Iteration 39Q: 3 clusters Score -1.393366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 111565 members 
Entering Unmasked Estep 
Score: -13933657.000000 Penalty: 3800.478271
	Iteration 40F: 3 clusters Score -1.393366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 111571 members 
Entering Unmasked Estep 
Score: -13933644.000000 Penalty: 3800.478271
	Iteration 41Q: 3 clusters Score -1.393364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 111577 members 
Entering Unmasked Estep 
Score: -13933649.000000 Penalty: 3800.478271
	Iteration 42Q: 3 clusters Score -1.393365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 111580 members 
Entering Unmasked Estep 
Score: -13933644.000000 Penalty: 3800.478271
	Iteration 43Q: 3 clusters Score -1.393364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 111584 members 
Entering Unmasked Estep 
Score: -13933644.000000 Penalty: 3800.478271
	Iteration 44Q: 3 clusters Score -1.393364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 111587 members 
Entering Unmasked Estep 
Score: -13933651.000000 Penalty: 3800.478271
	Iteration 45Q: 3 clusters Score -1.393365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 111593 members 
Entering Unmasked Estep 
Score: -13933636.000000 Penalty: 3800.478271
	Iteration 46Q: 3 clusters Score -1.393364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 111599 members 
Entering Unmasked Estep 
Score: -13933635.000000 Penalty: 3800.478271
	Iteration 47Q: 3 clusters Score -1.393364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -13933629.000000 Penalty: 3800.478271
	Iteration 48Q: 3 clusters Score -1.393363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 111606 members 
Entering Unmasked Estep 
Score: -13933631.000000 Penalty: 3800.478271
	Iteration 49Q: 3 clusters Score -1.393363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 111610 members 
Entering Unmasked Estep 
Score: -13933626.000000 Penalty: 3800.478271
	Iteration 50Q: 3 clusters Score -1.393363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 111611 members 
Entering Unmasked Estep 
Score: -13933619.000000 Penalty: 3800.478271
	Iteration 51Q: 3 clusters Score -1.393362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 111611 members 
Entering Unmasked Estep 
Score: -13933619.000000 Penalty: 3800.478271
	Iteration 52F: 3 clusters Score -1.393362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 120010 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 57276 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 105177 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 28576 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 3948 members 
Mstep: Class 17 contains 11447 members 
Mstep: Class 18 contains 90 members 
Mstep: Class 19 contains 13250 members 
Mstep: Class 20 contains 104748 members 
Mstep: Class 21 contains 117377 members 
Mstep: Class 22 contains 9482 members 
Mstep: Class 23 contains 111611 members 
Entering Unmasked Estep 
Score: -86150056.000000 Penalty: 50606.734375
Splitting cluster 11 changes total score from -86137240.000000 to -86150056.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -417586.218750 Penalty: 1333.879883
	Iteration 0F: 2 clusters Score -417586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -414468.343750 Penalty: 2667.759766
	Iteration 0F: 3 clusters Score -414468.3 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -415345.312500 Penalty: 2667.759766
	Iteration 1F: 3 clusters Score -415345.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -415577.312500 Penalty: 2667.759766
	Iteration 2F: 3 clusters Score -415577.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -415819.343750 Penalty: 2667.759766
	Iteration 3F: 3 clusters Score -415819.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -416139.125000 Penalty: 2667.759766
	Iteration 4F: 3 clusters Score -416139.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -416459.875000 Penalty: 2667.759766
	Iteration 5F: 3 clusters Score -416459.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -416678.093750 Penalty: 2667.759766
	Iteration 6F: 3 clusters Score -416678.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -416808.656250 Penalty: 2667.759766
	Iteration 7Q: 3 clusters Score -416808.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -416895.281250 Penalty: 2667.759766
	Iteration 8Q: 3 clusters Score -416895.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -416952.031250 Penalty: 2667.759766
	Iteration 9Q: 3 clusters Score -416952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -416980.937500 Penalty: 2667.759766
	Iteration 10Q: 3 clusters Score -416980.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -416997.187500 Penalty: 2667.759766
	Iteration 11Q: 3 clusters Score -416997.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -417014.781250 Penalty: 2667.759766
	Iteration 12Q: 3 clusters Score -417014.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -417029.000000 Penalty: 2667.759766
	Iteration 13Q: 3 clusters Score -417029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -417044.031250 Penalty: 2667.759766
	Iteration 14Q: 3 clusters Score -417044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -417059.062500 Penalty: 2667.759766
	Iteration 15Q: 3 clusters Score -417059.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -417070.562500 Penalty: 2667.759766
	Iteration 16Q: 3 clusters Score -417070.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -417073.906250 Penalty: 2667.759766
	Iteration 17Q: 3 clusters Score -417073.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -417077.375000 Penalty: 2667.759766
	Iteration 18Q: 3 clusters Score -417077.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -417084.718750 Penalty: 2667.759766
	Iteration 19Q: 3 clusters Score -417084.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -417090.781250 Penalty: 2667.759766
	Iteration 20F: 3 clusters Score -417090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -417092.593750 Penalty: 2667.759766
	Iteration 21Q: 3 clusters Score -417092.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -417092.968750 Penalty: 2667.759766
	Iteration 22Q: 3 clusters Score -417093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -417093.968750 Penalty: 2667.759766
	Iteration 23Q: 3 clusters Score -417094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -417094.437500 Penalty: 2667.759766
	Iteration 24Q: 3 clusters Score -417094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -417094.687500 Penalty: 2667.759766
	Iteration 25Q: 3 clusters Score -417094.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -417094.687500 Penalty: 2667.759766
	Iteration 26F: 3 clusters Score -417094.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -254255.125000 Penalty: 1244.077881
	Iteration 0F: 2 clusters Score -254255.1 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 1047 members 
Entering Unmasked Estep 
Score: -252089.656250 Penalty: 2488.155762
	Iteration 0F: 3 clusters Score -252089.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -252561.812500 Penalty: 2488.155762
	Iteration 1F: 3 clusters Score -252561.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -252651.828125 Penalty: 2488.155762
	Iteration 2F: 3 clusters Score -252651.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -252695.125000 Penalty: 2488.155762
	Iteration 3Q: 3 clusters Score -252695.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -252728.203125 Penalty: 2488.155762
	Iteration 4Q: 3 clusters Score -252728.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -252749.312500 Penalty: 2488.155762
	Iteration 5Q: 3 clusters Score -252749.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -252769.171875 Penalty: 2488.155762
	Iteration 6Q: 3 clusters Score -252769.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -252782.640625 Penalty: 2488.155762
	Iteration 7Q: 3 clusters Score -252782.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -252789.468750 Penalty: 2488.155762
	Iteration 8Q: 3 clusters Score -252789.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -252796.984375 Penalty: 2488.155762
	Iteration 9Q: 3 clusters Score -252797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -252804.890625 Penalty: 2488.155762
	Iteration 10Q: 3 clusters Score -252804.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -252810.640625 Penalty: 2488.155762
	Iteration 11Q: 3 clusters Score -252810.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -252817.156250 Penalty: 2488.155762
	Iteration 12Q: 3 clusters Score -252817.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -252821.500000 Penalty: 2488.155762
	Iteration 13Q: 3 clusters Score -252821.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -252824.890625 Penalty: 2488.155762
	Iteration 14Q: 3 clusters Score -252824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -252827.531250 Penalty: 2488.155762
	Iteration 15Q: 3 clusters Score -252827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -252829.171875 Penalty: 2488.155762
	Iteration 16Q: 3 clusters Score -252829.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -252830.890625 Penalty: 2488.155762
	Iteration 17Q: 3 clusters Score -252830.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -252833.609375 Penalty: 2488.155762
	Iteration 18Q: 3 clusters Score -252833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -252834.843750 Penalty: 2488.155762
	Iteration 19Q: 3 clusters Score -252834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -252837.203125 Penalty: 2488.155762
	Iteration 20F: 3 clusters Score -252837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -252838.578125 Penalty: 2488.155762
	Iteration 21Q: 3 clusters Score -252838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -252841.515625 Penalty: 2488.155762
	Iteration 22Q: 3 clusters Score -252841.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -252844.421875 Penalty: 2488.155762
	Iteration 23Q: 3 clusters Score -252844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -252847.046875 Penalty: 2488.155762
	Iteration 24Q: 3 clusters Score -252847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -252847.765625 Penalty: 2488.155762
	Iteration 25Q: 3 clusters Score -252847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -252850.625000 Penalty: 2488.155762
	Iteration 26Q: 3 clusters Score -252850.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -252859.625000 Penalty: 2488.155762
	Iteration 27Q: 3 clusters Score -252859.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -252865.031250 Penalty: 2488.155762
	Iteration 28Q: 3 clusters Score -252865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -252865.578125 Penalty: 2488.155762
	Iteration 29Q: 3 clusters Score -252865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -252867.062500 Penalty: 2488.155762
	Iteration 30Q: 3 clusters Score -252867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -252867.343750 Penalty: 2488.155762
	Iteration 31Q: 3 clusters Score -252867.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -252868.015625 Penalty: 2488.155762
	Iteration 32Q: 3 clusters Score -252868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -252868.812500 Penalty: 2488.155762
	Iteration 33Q: 3 clusters Score -252868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -252869.515625 Penalty: 2488.155762
	Iteration 34Q: 3 clusters Score -252869.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -252872.062500 Penalty: 2488.155762
	Iteration 35Q: 3 clusters Score -252872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -252876.156250 Penalty: 2488.155762
	Iteration 36Q: 3 clusters Score -252876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -252881.578125 Penalty: 2488.155762
	Iteration 37Q: 3 clusters Score -252881.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -252887.671875 Penalty: 2488.155762
	Iteration 38Q: 3 clusters Score -252887.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -252892.453125 Penalty: 2488.155762
	Iteration 39Q: 3 clusters Score -252892.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -252894.593750 Penalty: 2488.155762
	Iteration 40F: 3 clusters Score -252894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -252896.390625 Penalty: 2488.155762
	Iteration 41Q: 3 clusters Score -252896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -252896.875000 Penalty: 2488.155762
	Iteration 42Q: 3 clusters Score -252896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -252896.875000 Penalty: 2488.155762
	Iteration 43F: 3 clusters Score -252896.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Entering Unmasked Estep 
Score: -3295095.750000 Penalty: 1667.302368
	Iteration 0F: 2 clusters Score -3295096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3275887.250000 Penalty: 3334.604736
	Iteration 0F: 3 clusters Score -3275887 nChanged 13122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3283351.500000 Penalty: 3334.604736
	Iteration 1F: 3 clusters Score -3283352 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3283954.000000 Penalty: 3334.604736
	Iteration 2Q: 3 clusters Score -3283954 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3284705.500000 Penalty: 3334.604736
	Iteration 3F: 3 clusters Score -3284706 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3285733.500000 Penalty: 3334.604736
	Iteration 4F: 3 clusters Score -3285734 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3287051.750000 Penalty: 3334.604736
	Iteration 5F: 3 clusters Score -3287052 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3288685.000000 Penalty: 3334.604736
	Iteration 6F: 3 clusters Score -3288685 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3290492.000000 Penalty: 3334.604736
	Iteration 7F: 3 clusters Score -3290492 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3292278.500000 Penalty: 3334.604736
	Iteration 8F: 3 clusters Score -3292278 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -3293781.750000 Penalty: 3334.604736
	Iteration 9F: 3 clusters Score -3293782 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3294961.250000 Penalty: 3334.604736
	Iteration 10Q: 3 clusters Score -3294961 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3295658.750000 Penalty: 3334.604736
	Iteration 11Q: 3 clusters Score -3295659 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3296076.250000 Penalty: 3334.604736
	Iteration 12Q: 3 clusters Score -3296076 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3296321.500000 Penalty: 3334.604736
	Iteration 13Q: 3 clusters Score -3296322 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3296516.000000 Penalty: 3334.604736
	Iteration 14Q: 3 clusters Score -3296516 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3296639.500000 Penalty: 3334.604736
	Iteration 15Q: 3 clusters Score -3296640 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3296720.000000 Penalty: 3334.604736
	Iteration 16Q: 3 clusters Score -3296720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3296796.750000 Penalty: 3334.604736
	Iteration 17Q: 3 clusters Score -3296797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3296823.250000 Penalty: 3334.604736
	Iteration 18Q: 3 clusters Score -3296823 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3296855.750000 Penalty: 3334.604736
	Iteration 19Q: 3 clusters Score -3296856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3296882.500000 Penalty: 3334.604736
	Iteration 20F: 3 clusters Score -3296882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3296917.750000 Penalty: 3334.604736
	Iteration 21Q: 3 clusters Score -3296918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3296924.250000 Penalty: 3334.604736
	Iteration 22Q: 3 clusters Score -3296924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3296929.000000 Penalty: 3334.604736
	Iteration 23Q: 3 clusters Score -3296929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3296930.500000 Penalty: 3334.604736
	Iteration 24Q: 3 clusters Score -3296930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3296927.250000 Penalty: 3334.604736
	Iteration 25Q: 3 clusters Score -3296927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3296924.000000 Penalty: 3334.604736
	Iteration 26Q: 3 clusters Score -3296924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3296920.750000 Penalty: 3334.604736
	Iteration 27Q: 3 clusters Score -3296921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3296927.250000 Penalty: 3334.604736
	Iteration 28Q: 3 clusters Score -3296927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3296921.750000 Penalty: 3334.604736
	Iteration 29Q: 3 clusters Score -3296922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3296921.750000 Penalty: 3334.604736
	Iteration 30F: 3 clusters Score -3296922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 120010 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 57276 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 105177 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 27104 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 3948 members 
Mstep: Class 17 contains 11447 members 
Mstep: Class 18 contains 90 members 
Mstep: Class 19 contains 13250 members 
Mstep: Class 20 contains 104748 members 
Mstep: Class 21 contains 117377 members 
Mstep: Class 22 contains 9482 members 
Mstep: Class 23 contains 111611 members 
Mstep: Class 24 contains 1472 members 
Entering Unmasked Estep 
Score: -86151720.000000 Penalty: 52807.027344
Splitting cluster 14 changes total score from -86137240.000000 to -86151720.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (11447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Entering Unmasked Estep 
Score: -1311040.250000 Penalty: 1518.640991
	Iteration 0F: 2 clusters Score -1311040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1302944.125000 Penalty: 3037.281982
	Iteration 0F: 3 clusters Score -1302944 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1305674.125000 Penalty: 3037.281982
	Iteration 1F: 3 clusters Score -1305674 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1305942.250000 Penalty: 3037.281982
	Iteration 2F: 3 clusters Score -1305942 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1306174.125000 Penalty: 3037.281982
	Iteration 3Q: 3 clusters Score -1306174 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1306449.500000 Penalty: 3037.281982
	Iteration 4Q: 3 clusters Score -1306450 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1306750.625000 Penalty: 3037.281982
	Iteration 5Q: 3 clusters Score -1306751 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1307150.375000 Penalty: 3037.281982
	Iteration 6F: 3 clusters Score -1307150 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1307699.000000 Penalty: 3037.281982
	Iteration 7F: 3 clusters Score -1307699 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1308297.125000 Penalty: 3037.281982
	Iteration 8F: 3 clusters Score -1308297 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1308931.625000 Penalty: 3037.281982
	Iteration 9F: 3 clusters Score -1308932 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1309704.875000 Penalty: 3037.281982
	Iteration 10F: 3 clusters Score -1309705 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1310731.000000 Penalty: 3037.281982
	Iteration 11F: 3 clusters Score -1310731 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1311969.500000 Penalty: 3037.281982
	Iteration 12F: 3 clusters Score -1311970 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1312761.750000 Penalty: 3037.281982
	Iteration 13Q: 3 clusters Score -1312762 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1312959.000000 Penalty: 3037.281982
	Iteration 14Q: 3 clusters Score -1312959 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1313013.000000 Penalty: 3037.281982
	Iteration 15Q: 3 clusters Score -1313013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1313037.375000 Penalty: 3037.281982
	Iteration 16Q: 3 clusters Score -1313037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1313042.500000 Penalty: 3037.281982
	Iteration 17Q: 3 clusters Score -1313042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1313052.750000 Penalty: 3037.281982
	Iteration 18Q: 3 clusters Score -1313053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1313061.250000 Penalty: 3037.281982
	Iteration 19Q: 3 clusters Score -1313061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1313072.125000 Penalty: 3037.281982
	Iteration 20F: 3 clusters Score -1313072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1313086.000000 Penalty: 3037.281982
	Iteration 21Q: 3 clusters Score -1313086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1313094.875000 Penalty: 3037.281982
	Iteration 22Q: 3 clusters Score -1313095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1313096.500000 Penalty: 3037.281982
	Iteration 23Q: 3 clusters Score -1313096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1313099.125000 Penalty: 3037.281982
	Iteration 24Q: 3 clusters Score -1313099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1313099.750000 Penalty: 3037.281982
	Iteration 25Q: 3 clusters Score -1313100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1313101.875000 Penalty: 3037.281982
	Iteration 26Q: 3 clusters Score -1313102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1313104.500000 Penalty: 3037.281982
	Iteration 27Q: 3 clusters Score -1313104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1313103.875000 Penalty: 3037.281982
	Iteration 28Q: 3 clusters Score -1313104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1313103.500000 Penalty: 3037.281982
	Iteration 29Q: 3 clusters Score -1313104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1313103.500000 Penalty: 3037.281982
	Iteration 30F: 3 clusters Score -1313104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 120010 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 57276 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 105177 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 27104 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 3948 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 90 members 
Mstep: Class 19 contains 13250 members 
Mstep: Class 20 contains 104748 members 
Mstep: Class 21 contains 117377 members 
Mstep: Class 22 contains 9482 members 
Mstep: Class 23 contains 111611 members 
Mstep: Class 24 contains 1472 members 
Mstep: Class 25 contains 7714 members 
Entering Unmasked Estep 
Score: -86153104.000000 Penalty: 55007.320312
Splitting cluster 17 changes total score from -86137240.000000 to -86153104.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (13250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Entering Unmasked Estep 
Score: -1568125.750000 Penalty: 1542.409790
	Iteration 0F: 2 clusters Score -1568126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1558916.000000 Penalty: 3084.819580
	Iteration 0F: 3 clusters Score -1558916 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1561997.375000 Penalty: 3084.819580
	Iteration 1F: 3 clusters Score -1561997 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1562245.250000 Penalty: 3084.819580
	Iteration 2F: 3 clusters Score -1562245 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1562438.750000 Penalty: 3084.819580
	Iteration 3Q: 3 clusters Score -1562439 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1562627.875000 Penalty: 3084.819580
	Iteration 4Q: 3 clusters Score -1562628 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1562837.500000 Penalty: 3084.819580
	Iteration 5Q: 3 clusters Score -1562838 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1563081.125000 Penalty: 3084.819580
	Iteration 6Q: 3 clusters Score -1563081 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1563360.250000 Penalty: 3084.819580
	Iteration 7Q: 3 clusters Score -1563360 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1563711.625000 Penalty: 3084.819580
	Iteration 8Q: 3 clusters Score -1563712 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1564168.000000 Penalty: 3084.819580
	Iteration 9Q: 3 clusters Score -1564168 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1564625.000000 Penalty: 3084.819580
	Iteration 10Q: 3 clusters Score -1564625 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1565085.250000 Penalty: 3084.819580
	Iteration 11Q: 3 clusters Score -1565085 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1565437.250000 Penalty: 3084.819580
	Iteration 12Q: 3 clusters Score -1565437 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1565610.750000 Penalty: 3084.819580
	Iteration 13Q: 3 clusters Score -1565611 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1565728.750000 Penalty: 3084.819580
	Iteration 14Q: 3 clusters Score -1565729 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1565801.875000 Penalty: 3084.819580
	Iteration 15Q: 3 clusters Score -1565802 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1565864.500000 Penalty: 3084.819580
	Iteration 16Q: 3 clusters Score -1565864 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1565919.125000 Penalty: 3084.819580
	Iteration 17Q: 3 clusters Score -1565919 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1565959.875000 Penalty: 3084.819580
	Iteration 18Q: 3 clusters Score -1565960 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1566013.750000 Penalty: 3084.819580
	Iteration 19Q: 3 clusters Score -1566014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1566064.500000 Penalty: 3084.819580
	Iteration 20F: 3 clusters Score -1566064 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1566113.125000 Penalty: 3084.819580
	Iteration 21Q: 3 clusters Score -1566113 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1566159.250000 Penalty: 3084.819580
	Iteration 22Q: 3 clusters Score -1566159 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1566206.375000 Penalty: 3084.819580
	Iteration 23Q: 3 clusters Score -1566206 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1566243.500000 Penalty: 3084.819580
	Iteration 24Q: 3 clusters Score -1566244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1566273.375000 Penalty: 3084.819580
	Iteration 25Q: 3 clusters Score -1566273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1566304.375000 Penalty: 3084.819580
	Iteration 26Q: 3 clusters Score -1566304 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1566341.250000 Penalty: 3084.819580
	Iteration 27Q: 3 clusters Score -1566341 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1566377.375000 Penalty: 3084.819580
	Iteration 28Q: 3 clusters Score -1566377 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1566415.125000 Penalty: 3084.819580
	Iteration 29Q: 3 clusters Score -1566415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1566446.500000 Penalty: 3084.819580
	Iteration 30Q: 3 clusters Score -1566446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1566468.625000 Penalty: 3084.819580
	Iteration 31Q: 3 clusters Score -1566469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1566491.000000 Penalty: 3084.819580
	Iteration 32Q: 3 clusters Score -1566491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1566516.250000 Penalty: 3084.819580
	Iteration 33Q: 3 clusters Score -1566516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1566534.375000 Penalty: 3084.819580
	Iteration 34Q: 3 clusters Score -1566534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1566542.875000 Penalty: 3084.819580
	Iteration 35Q: 3 clusters Score -1566543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1566551.000000 Penalty: 3084.819580
	Iteration 36Q: 3 clusters Score -1566551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1566562.375000 Penalty: 3084.819580
	Iteration 37Q: 3 clusters Score -1566562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1566574.125000 Penalty: 3084.819580
	Iteration 38Q: 3 clusters Score -1566574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1566587.000000 Penalty: 3084.819580
	Iteration 39Q: 3 clusters Score -1566587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1566598.125000 Penalty: 3084.819580
	Iteration 40F: 3 clusters Score -1566598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1566616.250000 Penalty: 3084.819580
	Iteration 41Q: 3 clusters Score -1566616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1566616.125000 Penalty: 3084.819580
	Iteration 42Q: 3 clusters Score -1566616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1566623.125000 Penalty: 3084.819580
	Iteration 43Q: 3 clusters Score -1566623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1566628.125000 Penalty: 3084.819580
	Iteration 44Q: 3 clusters Score -1566628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1566633.750000 Penalty: 3084.819580
	Iteration 45Q: 3 clusters Score -1566634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1566648.250000 Penalty: 3084.819580
	Iteration 46Q: 3 clusters Score -1566648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1566660.500000 Penalty: 3084.819580
	Iteration 47Q: 3 clusters Score -1566660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1566665.250000 Penalty: 3084.819580
	Iteration 48Q: 3 clusters Score -1566665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1566670.375000 Penalty: 3084.819580
	Iteration 49Q: 3 clusters Score -1566670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1566680.750000 Penalty: 3084.819580
	Iteration 50Q: 3 clusters Score -1566681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1566688.625000 Penalty: 3084.819580
	Iteration 51Q: 3 clusters Score -1566689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1566695.000000 Penalty: 3084.819580
	Iteration 52Q: 3 clusters Score -1566695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1566700.125000 Penalty: 3084.819580
	Iteration 53Q: 3 clusters Score -1566700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1566702.000000 Penalty: 3084.819580
	Iteration 54Q: 3 clusters Score -1566702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1566708.750000 Penalty: 3084.819580
	Iteration 55Q: 3 clusters Score -1566709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1566714.750000 Penalty: 3084.819580
	Iteration 56Q: 3 clusters Score -1566715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1566726.625000 Penalty: 3084.819580
	Iteration 57Q: 3 clusters Score -1566727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1566732.375000 Penalty: 3084.819580
	Iteration 58Q: 3 clusters Score -1566732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1566745.500000 Penalty: 3084.819580
	Iteration 59Q: 3 clusters Score -1566746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1566750.875000 Penalty: 3084.819580
	Iteration 60F: 3 clusters Score -1566751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1566751.875000 Penalty: 3084.819580
	Iteration 61Q: 3 clusters Score -1566752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1566753.875000 Penalty: 3084.819580
	Iteration 62Q: 3 clusters Score -1566754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1566755.625000 Penalty: 3084.819580
	Iteration 63Q: 3 clusters Score -1566756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1566756.000000 Penalty: 3084.819580
	Iteration 64Q: 3 clusters Score -1566756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1566759.000000 Penalty: 3084.819580
	Iteration 65Q: 3 clusters Score -1566759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1566760.875000 Penalty: 3084.819580
	Iteration 66Q: 3 clusters Score -1566761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1566762.375000 Penalty: 3084.819580
	Iteration 67Q: 3 clusters Score -1566762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1566762.500000 Penalty: 3084.819580
	Iteration 68Q: 3 clusters Score -1566762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1566762.500000 Penalty: 3084.819580
	Iteration 69F: 3 clusters Score -1566762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (104748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104748 members 
Entering Unmasked Estep 
Score: -12254135.000000 Penalty: 1878.388306
	Iteration 0F: 2 clusters Score -1.225414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -12188532.000000 Penalty: 3756.776611
	Iteration 0F: 3 clusters Score -1.218853e+07 nChanged 50297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -12218079.000000 Penalty: 3756.776611
	Iteration 1F: 3 clusters Score -1.221808e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -12218876.000000 Penalty: 3756.776611
	Iteration 2Q: 3 clusters Score -1.221888e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -12220106.000000 Penalty: 3756.776611
	Iteration 3Q: 3 clusters Score -1.222011e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -12221571.000000 Penalty: 3756.776611
	Iteration 4Q: 3 clusters Score -1.222157e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -12223529.000000 Penalty: 3756.776611
	Iteration 5Q: 3 clusters Score -1.222353e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -12226056.000000 Penalty: 3756.776611
	Iteration 6Q: 3 clusters Score -1.222606e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -12229481.000000 Penalty: 3756.776611
	Iteration 7F: 3 clusters Score -1.222948e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -12233816.000000 Penalty: 3756.776611
	Iteration 8F: 3 clusters Score -1.223382e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -12238688.000000 Penalty: 3756.776611
	Iteration 9F: 3 clusters Score -1.223869e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -12242539.000000 Penalty: 3756.776611
	Iteration 10F: 3 clusters Score -1.224254e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -12244345.000000 Penalty: 3756.776611
	Iteration 11Q: 3 clusters Score -1.224434e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -12245040.000000 Penalty: 3756.776611
	Iteration 12Q: 3 clusters Score -1.224504e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -12245482.000000 Penalty: 3756.776611
	Iteration 13Q: 3 clusters Score -1.224548e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -12245750.000000 Penalty: 3756.776611
	Iteration 14Q: 3 clusters Score -1.224575e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -12245949.000000 Penalty: 3756.776611
	Iteration 15Q: 3 clusters Score -1.224595e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -12246094.000000 Penalty: 3756.776611
	Iteration 16Q: 3 clusters Score -1.224609e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -12246325.000000 Penalty: 3756.776611
	Iteration 17Q: 3 clusters Score -1.224632e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -12246478.000000 Penalty: 3756.776611
	Iteration 18Q: 3 clusters Score -1.224648e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -12246622.000000 Penalty: 3756.776611
	Iteration 19Q: 3 clusters Score -1.224662e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -12246762.000000 Penalty: 3756.776611
	Iteration 20F: 3 clusters Score -1.224676e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63769 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -12246943.000000 Penalty: 3756.776611
	Iteration 21Q: 3 clusters Score -1.224694e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -12247113.000000 Penalty: 3756.776611
	Iteration 22Q: 3 clusters Score -1.224711e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -12247261.000000 Penalty: 3756.776611
	Iteration 23Q: 3 clusters Score -1.224726e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -12247365.000000 Penalty: 3756.776611
	Iteration 24Q: 3 clusters Score -1.224736e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -12247484.000000 Penalty: 3756.776611
	Iteration 25Q: 3 clusters Score -1.224748e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -12247650.000000 Penalty: 3756.776611
	Iteration 26Q: 3 clusters Score -1.224765e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -12247736.000000 Penalty: 3756.776611
	Iteration 27Q: 3 clusters Score -1.224774e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -12247831.000000 Penalty: 3756.776611
	Iteration 28Q: 3 clusters Score -1.224783e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -12247943.000000 Penalty: 3756.776611
	Iteration 29Q: 3 clusters Score -1.224794e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -12248066.000000 Penalty: 3756.776611
	Iteration 30Q: 3 clusters Score -1.224807e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -12248243.000000 Penalty: 3756.776611
	Iteration 31Q: 3 clusters Score -1.224824e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -12248382.000000 Penalty: 3756.776611
	Iteration 32Q: 3 clusters Score -1.224838e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -12248603.000000 Penalty: 3756.776611
	Iteration 33Q: 3 clusters Score -1.22486e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -12248764.000000 Penalty: 3756.776611
	Iteration 34Q: 3 clusters Score -1.224876e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -12248985.000000 Penalty: 3756.776611
	Iteration 35Q: 3 clusters Score -1.224898e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -12249110.000000 Penalty: 3756.776611
	Iteration 36Q: 3 clusters Score -1.224911e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -12249318.000000 Penalty: 3756.776611
	Iteration 37Q: 3 clusters Score -1.224932e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -12249444.000000 Penalty: 3756.776611
	Iteration 38Q: 3 clusters Score -1.224944e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -12249616.000000 Penalty: 3756.776611
	Iteration 39Q: 3 clusters Score -1.224962e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -12249741.000000 Penalty: 3756.776611
	Iteration 40F: 3 clusters Score -1.224974e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -12249882.000000 Penalty: 3756.776611
	Iteration 41Q: 3 clusters Score -1.224988e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -12250088.000000 Penalty: 3756.776611
	Iteration 42Q: 3 clusters Score -1.225009e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -12250274.000000 Penalty: 3756.776611
	Iteration 43Q: 3 clusters Score -1.225027e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -12250419.000000 Penalty: 3756.776611
	Iteration 44Q: 3 clusters Score -1.225042e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -12250517.000000 Penalty: 3756.776611
	Iteration 45Q: 3 clusters Score -1.225052e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -12250613.000000 Penalty: 3756.776611
	Iteration 46Q: 3 clusters Score -1.225061e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -12250716.000000 Penalty: 3756.776611
	Iteration 47Q: 3 clusters Score -1.225072e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -12250763.000000 Penalty: 3756.776611
	Iteration 48Q: 3 clusters Score -1.225076e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -12250826.000000 Penalty: 3756.776611
	Iteration 49Q: 3 clusters Score -1.225083e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85355 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -12250923.000000 Penalty: 3756.776611
	Iteration 50Q: 3 clusters Score -1.225092e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -12250986.000000 Penalty: 3756.776611
	Iteration 51Q: 3 clusters Score -1.225099e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86501 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -12250993.000000 Penalty: 3756.776611
	Iteration 52Q: 3 clusters Score -1.225099e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -12251002.000000 Penalty: 3756.776611
	Iteration 53Q: 3 clusters Score -1.2251e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87608 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -12251059.000000 Penalty: 3756.776611
	Iteration 54Q: 3 clusters Score -1.225106e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -12251128.000000 Penalty: 3756.776611
	Iteration 55Q: 3 clusters Score -1.225113e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -12251201.000000 Penalty: 3756.776611
	Iteration 56Q: 3 clusters Score -1.22512e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -12251287.000000 Penalty: 3756.776611
	Iteration 57Q: 3 clusters Score -1.225129e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -12251294.000000 Penalty: 3756.776611
	Iteration 58Q: 3 clusters Score -1.225129e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -12251395.000000 Penalty: 3756.776611
	Iteration 59Q: 3 clusters Score -1.22514e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -12251482.000000 Penalty: 3756.776611
	Iteration 60F: 3 clusters Score -1.225148e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -12251554.000000 Penalty: 3756.776611
	Iteration 61Q: 3 clusters Score -1.225155e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -12251590.000000 Penalty: 3756.776611
	Iteration 62Q: 3 clusters Score -1.225159e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -12251659.000000 Penalty: 3756.776611
	Iteration 63Q: 3 clusters Score -1.225166e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93164 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -12251697.000000 Penalty: 3756.776611
	Iteration 64Q: 3 clusters Score -1.22517e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -12251761.000000 Penalty: 3756.776611
	Iteration 65Q: 3 clusters Score -1.225176e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -12251872.000000 Penalty: 3756.776611
	Iteration 66Q: 3 clusters Score -1.225187e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94721 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -12251975.000000 Penalty: 3756.776611
	Iteration 67Q: 3 clusters Score -1.225198e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95223 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -12252087.000000 Penalty: 3756.776611
	Iteration 68Q: 3 clusters Score -1.225209e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -12252144.000000 Penalty: 3756.776611
	Iteration 69Q: 3 clusters Score -1.225214e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -12252188.000000 Penalty: 3756.776611
	Iteration 70Q: 3 clusters Score -1.225219e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -12252282.000000 Penalty: 3756.776611
	Iteration 71Q: 3 clusters Score -1.225228e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -12252374.000000 Penalty: 3756.776611
	Iteration 72Q: 3 clusters Score -1.225237e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -12252467.000000 Penalty: 3756.776611
	Iteration 73Q: 3 clusters Score -1.225247e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97685 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -12252513.000000 Penalty: 3756.776611
	Iteration 74Q: 3 clusters Score -1.225251e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -12252559.000000 Penalty: 3756.776611
	Iteration 75Q: 3 clusters Score -1.225256e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -12252564.000000 Penalty: 3756.776611
	Iteration 76Q: 3 clusters Score -1.225256e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -12252589.000000 Penalty: 3756.776611
	Iteration 77Q: 3 clusters Score -1.225259e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -12252621.000000 Penalty: 3756.776611
	Iteration 78Q: 3 clusters Score -1.225262e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99153 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -12252677.000000 Penalty: 3756.776611
	Iteration 79Q: 3 clusters Score -1.225268e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99386 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -12252734.000000 Penalty: 3756.776611
	Iteration 80F: 3 clusters Score -1.225273e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -12252787.000000 Penalty: 3756.776611
	Iteration 81Q: 3 clusters Score -1.225279e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99825 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -12252813.000000 Penalty: 3756.776611
	Iteration 82Q: 3 clusters Score -1.225281e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100014 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -12252835.000000 Penalty: 3756.776611
	Iteration 83Q: 3 clusters Score -1.225284e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -12252837.000000 Penalty: 3756.776611
	Iteration 84Q: 3 clusters Score -1.225284e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -12252860.000000 Penalty: 3756.776611
	Iteration 85Q: 3 clusters Score -1.225286e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100445 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -12252838.000000 Penalty: 3756.776611
	Iteration 86Q: 3 clusters Score -1.225284e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -12252874.000000 Penalty: 3756.776611
	Iteration 87Q: 3 clusters Score -1.225287e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -12252906.000000 Penalty: 3756.776611
	Iteration 88Q: 3 clusters Score -1.225291e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -12252909.000000 Penalty: 3756.776611
	Iteration 89Q: 3 clusters Score -1.225291e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100818 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -12252921.000000 Penalty: 3756.776611
	Iteration 90Q: 3 clusters Score -1.225292e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100898 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -12252938.000000 Penalty: 3756.776611
	Iteration 91Q: 3 clusters Score -1.225294e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -12252979.000000 Penalty: 3756.776611
	Iteration 92Q: 3 clusters Score -1.225298e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -12253000.000000 Penalty: 3756.776611
	Iteration 93Q: 3 clusters Score -1.2253e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101144 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -12253020.000000 Penalty: 3756.776611
	Iteration 94Q: 3 clusters Score -1.225302e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -12253030.000000 Penalty: 3756.776611
	Iteration 95Q: 3 clusters Score -1.225303e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -12253027.000000 Penalty: 3756.776611
	Iteration 96Q: 3 clusters Score -1.225303e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101304 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -12253019.000000 Penalty: 3756.776611
	Iteration 97Q: 3 clusters Score -1.225302e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -12253025.000000 Penalty: 3756.776611
	Iteration 98Q: 3 clusters Score -1.225302e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101379 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -12253025.000000 Penalty: 3756.776611
	Iteration 99Q: 3 clusters Score -1.225302e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -12253027.000000 Penalty: 3756.776611
	Iteration 100F: 3 clusters Score -1.225303e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -12253037.000000 Penalty: 3756.776611
	Iteration 101Q: 3 clusters Score -1.225304e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -12253036.000000 Penalty: 3756.776611
	Iteration 102Q: 3 clusters Score -1.225304e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101541 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -12253043.000000 Penalty: 3756.776611
	Iteration 103Q: 3 clusters Score -1.225304e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -12253042.000000 Penalty: 3756.776611
	Iteration 104Q: 3 clusters Score -1.225304e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -12253045.000000 Penalty: 3756.776611
	Iteration 105Q: 3 clusters Score -1.225304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -12253051.000000 Penalty: 3756.776611
	Iteration 106Q: 3 clusters Score -1.225305e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -12253051.000000 Penalty: 3756.776611
	Iteration 107Q: 3 clusters Score -1.225305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101686 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -12253050.000000 Penalty: 3756.776611
	Iteration 108Q: 3 clusters Score -1.225305e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101707 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -12253053.000000 Penalty: 3756.776611
	Iteration 109Q: 3 clusters Score -1.225305e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101734 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -12253072.000000 Penalty: 3756.776611
	Iteration 110Q: 3 clusters Score -1.225307e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -12253079.000000 Penalty: 3756.776611
	Iteration 111Q: 3 clusters Score -1.225308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -12253092.000000 Penalty: 3756.776611
	Iteration 112Q: 3 clusters Score -1.225309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -12253072.000000 Penalty: 3756.776611
	Iteration 113Q: 3 clusters Score -1.225307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -12253064.000000 Penalty: 3756.776611
	Iteration 114Q: 3 clusters Score -1.225306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -12253076.000000 Penalty: 3756.776611
	Iteration 115Q: 3 clusters Score -1.225308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101839 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -12253064.000000 Penalty: 3756.776611
	Iteration 116Q: 3 clusters Score -1.225306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -12253064.000000 Penalty: 3756.776611
	Iteration 117Q: 3 clusters Score -1.225306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101861 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -12253055.000000 Penalty: 3756.776611
	Iteration 118Q: 3 clusters Score -1.225306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -12253068.000000 Penalty: 3756.776611
	Iteration 119Q: 3 clusters Score -1.225307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101886 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -12253070.000000 Penalty: 3756.776611
	Iteration 120F: 3 clusters Score -1.225307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101899 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -12253070.000000 Penalty: 3756.776611
	Iteration 121Q: 3 clusters Score -1.225307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101905 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -12253071.000000 Penalty: 3756.776611
	Iteration 122Q: 3 clusters Score -1.225307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -12253068.000000 Penalty: 3756.776611
	Iteration 123Q: 3 clusters Score -1.225307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -12253074.000000 Penalty: 3756.776611
	Iteration 124Q: 3 clusters Score -1.225307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -12253074.000000 Penalty: 3756.776611
	Iteration 125F: 3 clusters Score -1.225307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117377 members 
Entering Unmasked Estep 
Score: -13489975.000000 Penalty: 1896.886230
	Iteration 0F: 2 clusters Score -1.348998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -13414235.000000 Penalty: 3793.772461
	Iteration 0F: 3 clusters Score -1.341424e+07 nChanged 56300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -13448289.000000 Penalty: 3793.772461
	Iteration 1F: 3 clusters Score -1.344829e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -13450230.000000 Penalty: 3793.772461
	Iteration 2Q: 3 clusters Score -1.345023e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -13453311.000000 Penalty: 3793.772461
	Iteration 3F: 3 clusters Score -1.345331e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -13457810.000000 Penalty: 3793.772461
	Iteration 4F: 3 clusters Score -1.345781e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -13463984.000000 Penalty: 3793.772461
	Iteration 5F: 3 clusters Score -1.346398e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -13471050.000000 Penalty: 3793.772461
	Iteration 6F: 3 clusters Score -1.347105e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -13476467.000000 Penalty: 3793.772461
	Iteration 7F: 3 clusters Score -1.347647e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86309 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -13479452.000000 Penalty: 3793.772461
	Iteration 8Q: 3 clusters Score -1.347945e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -13481113.000000 Penalty: 3793.772461
	Iteration 9Q: 3 clusters Score -1.348111e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -13482091.000000 Penalty: 3793.772461
	Iteration 10Q: 3 clusters Score -1.348209e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92062 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -13482830.000000 Penalty: 3793.772461
	Iteration 11Q: 3 clusters Score -1.348283e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -13483553.000000 Penalty: 3793.772461
	Iteration 12Q: 3 clusters Score -1.348355e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -13484269.000000 Penalty: 3793.772461
	Iteration 13Q: 3 clusters Score -1.348427e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96786 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -13485009.000000 Penalty: 3793.772461
	Iteration 14Q: 3 clusters Score -1.348501e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98253 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -13485783.000000 Penalty: 3793.772461
	Iteration 15Q: 3 clusters Score -1.348578e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -13486503.000000 Penalty: 3793.772461
	Iteration 16Q: 3 clusters Score -1.34865e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -13487310.000000 Penalty: 3793.772461
	Iteration 17Q: 3 clusters Score -1.348731e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102547 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -13488331.000000 Penalty: 3793.772461
	Iteration 18Q: 3 clusters Score -1.348833e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -13489246.000000 Penalty: 3793.772461
	Iteration 19Q: 3 clusters Score -1.348925e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -13490269.000000 Penalty: 3793.772461
	Iteration 20F: 3 clusters Score -1.349027e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -13491206.000000 Penalty: 3793.772461
	Iteration 21Q: 3 clusters Score -1.349121e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -13492083.000000 Penalty: 3793.772461
	Iteration 22Q: 3 clusters Score -1.349208e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108441 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -13492683.000000 Penalty: 3793.772461
	Iteration 23Q: 3 clusters Score -1.349268e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -13493120.000000 Penalty: 3793.772461
	Iteration 24Q: 3 clusters Score -1.349312e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109682 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -13493405.000000 Penalty: 3793.772461
	Iteration 25Q: 3 clusters Score -1.34934e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -13493533.000000 Penalty: 3793.772461
	Iteration 26Q: 3 clusters Score -1.349353e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110502 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -13493619.000000 Penalty: 3793.772461
	Iteration 27Q: 3 clusters Score -1.349362e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110807 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -13493664.000000 Penalty: 3793.772461
	Iteration 28Q: 3 clusters Score -1.349366e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111054 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -13493721.000000 Penalty: 3793.772461
	Iteration 29Q: 3 clusters Score -1.349372e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111250 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -13493741.000000 Penalty: 3793.772461
	Iteration 30Q: 3 clusters Score -1.349374e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111410 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -13493783.000000 Penalty: 3793.772461
	Iteration 31Q: 3 clusters Score -1.349378e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111534 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -13493784.000000 Penalty: 3793.772461
	Iteration 32Q: 3 clusters Score -1.349378e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111659 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -13493791.000000 Penalty: 3793.772461
	Iteration 33Q: 3 clusters Score -1.349379e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111761 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -13493786.000000 Penalty: 3793.772461
	Iteration 34Q: 3 clusters Score -1.349379e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111843 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -13493816.000000 Penalty: 3793.772461
	Iteration 35Q: 3 clusters Score -1.349382e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111929 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -13493791.000000 Penalty: 3793.772461
	Iteration 36Q: 3 clusters Score -1.349379e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112007 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -13493784.000000 Penalty: 3793.772461
	Iteration 37Q: 3 clusters Score -1.349378e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112083 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -13493780.000000 Penalty: 3793.772461
	Iteration 38Q: 3 clusters Score -1.349378e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112142 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -13493781.000000 Penalty: 3793.772461
	Iteration 39Q: 3 clusters Score -1.349378e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112196 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -13493788.000000 Penalty: 3793.772461
	Iteration 40F: 3 clusters Score -1.349379e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112247 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -13493784.000000 Penalty: 3793.772461
	Iteration 41Q: 3 clusters Score -1.349378e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112294 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -13493805.000000 Penalty: 3793.772461
	Iteration 42Q: 3 clusters Score -1.34938e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -13493810.000000 Penalty: 3793.772461
	Iteration 43Q: 3 clusters Score -1.349381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112350 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -13493804.000000 Penalty: 3793.772461
	Iteration 44Q: 3 clusters Score -1.34938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112370 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -13493815.000000 Penalty: 3793.772461
	Iteration 45Q: 3 clusters Score -1.349382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112396 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -13493810.000000 Penalty: 3793.772461
	Iteration 46Q: 3 clusters Score -1.349381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112422 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -13493793.000000 Penalty: 3793.772461
	Iteration 47Q: 3 clusters Score -1.349379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112443 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -13493765.000000 Penalty: 3793.772461
	Iteration 48Q: 3 clusters Score -1.349376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112468 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -13493781.000000 Penalty: 3793.772461
	Iteration 49Q: 3 clusters Score -1.349378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112483 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -13493783.000000 Penalty: 3793.772461
	Iteration 50Q: 3 clusters Score -1.349378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112500 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -13493787.000000 Penalty: 3793.772461
	Iteration 51Q: 3 clusters Score -1.349379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112516 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -13493792.000000 Penalty: 3793.772461
	Iteration 52Q: 3 clusters Score -1.349379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -13493781.000000 Penalty: 3793.772461
	Iteration 53Q: 3 clusters Score -1.349378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112545 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -13493797.000000 Penalty: 3793.772461
	Iteration 54Q: 3 clusters Score -1.34938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112566 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -13493792.000000 Penalty: 3793.772461
	Iteration 55Q: 3 clusters Score -1.349379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112585 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -13493767.000000 Penalty: 3793.772461
	Iteration 56Q: 3 clusters Score -1.349377e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -13493759.000000 Penalty: 3793.772461
	Iteration 57Q: 3 clusters Score -1.349376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112627 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -13493755.000000 Penalty: 3793.772461
	Iteration 58Q: 3 clusters Score -1.349376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112647 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -13493745.000000 Penalty: 3793.772461
	Iteration 59Q: 3 clusters Score -1.349374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112662 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -13493745.000000 Penalty: 3793.772461
	Iteration 60F: 3 clusters Score -1.349374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112677 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -13493744.000000 Penalty: 3793.772461
	Iteration 61Q: 3 clusters Score -1.349374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112685 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -13493753.000000 Penalty: 3793.772461
	Iteration 62Q: 3 clusters Score -1.349375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112691 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -13493766.000000 Penalty: 3793.772461
	Iteration 63Q: 3 clusters Score -1.349377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112696 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -13493761.000000 Penalty: 3793.772461
	Iteration 64Q: 3 clusters Score -1.349376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112701 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -13493766.000000 Penalty: 3793.772461
	Iteration 65Q: 3 clusters Score -1.349377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112702 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -13493763.000000 Penalty: 3793.772461
	Iteration 66Q: 3 clusters Score -1.349376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -13493769.000000 Penalty: 3793.772461
	Iteration 67Q: 3 clusters Score -1.349377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112706 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -13493766.000000 Penalty: 3793.772461
	Iteration 68Q: 3 clusters Score -1.349377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112708 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -13493763.000000 Penalty: 3793.772461
	Iteration 69Q: 3 clusters Score -1.349376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -13493757.000000 Penalty: 3793.772461
	Iteration 70Q: 3 clusters Score -1.349376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112713 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -13493760.000000 Penalty: 3793.772461
	Iteration 71Q: 3 clusters Score -1.349376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112716 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -13493763.000000 Penalty: 3793.772461
	Iteration 72Q: 3 clusters Score -1.349376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -13493763.000000 Penalty: 3793.772461
	Iteration 73Q: 3 clusters Score -1.349376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112721 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -13493773.000000 Penalty: 3793.772461
	Iteration 74Q: 3 clusters Score -1.349377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112725 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -13493773.000000 Penalty: 3793.772461
	Iteration 75Q: 3 clusters Score -1.349377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112728 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -13493765.000000 Penalty: 3793.772461
	Iteration 76Q: 3 clusters Score -1.349376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -13493771.000000 Penalty: 3793.772461
	Iteration 77Q: 3 clusters Score -1.349377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112734 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -13493777.000000 Penalty: 3793.772461
	Iteration 78Q: 3 clusters Score -1.349378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112736 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -13493775.000000 Penalty: 3793.772461
	Iteration 79Q: 3 clusters Score -1.349378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112737 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -13493776.000000 Penalty: 3793.772461
	Iteration 80F: 3 clusters Score -1.349378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112738 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -13493775.000000 Penalty: 3793.772461
	Iteration 81Q: 3 clusters Score -1.349378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -13493777.000000 Penalty: 3793.772461
	Iteration 82Q: 3 clusters Score -1.349378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -13493777.000000 Penalty: 3793.772461
	Iteration 83F: 3 clusters Score -1.349378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 120010 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 57276 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 105177 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 27104 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 3948 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 90 members 
Mstep: Class 19 contains 13250 members 
Mstep: Class 20 contains 104748 members 
Mstep: Class 21 contains 112739 members 
Mstep: Class 22 contains 9482 members 
Mstep: Class 23 contains 111611 members 
Mstep: Class 24 contains 1472 members 
Mstep: Class 25 contains 7714 members 
Mstep: Class 26 contains 4638 members 
Entering Unmasked Estep 
Score: -86156320.000000 Penalty: 57207.613281
Splitting cluster 21 changes total score from -86137240.000000 to -86156320.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (9482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Entering Unmasked Estep 
Score: -1105510.375000 Penalty: 1488.036865
	Iteration 0F: 2 clusters Score -1105510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1098753.125000 Penalty: 2976.073730
	Iteration 0F: 3 clusters Score -1098753 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1100942.375000 Penalty: 2976.073730
	Iteration 1F: 3 clusters Score -1100942 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1101256.500000 Penalty: 2976.073730
	Iteration 2F: 3 clusters Score -1101256 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1101595.000000 Penalty: 2976.073730
	Iteration 3F: 3 clusters Score -1101595 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1101967.500000 Penalty: 2976.073730
	Iteration 4F: 3 clusters Score -1101968 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1102318.750000 Penalty: 2976.073730
	Iteration 5Q: 3 clusters Score -1102319 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1102645.625000 Penalty: 2976.073730
	Iteration 6Q: 3 clusters Score -1102646 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1102943.000000 Penalty: 2976.073730
	Iteration 7Q: 3 clusters Score -1102943 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1103201.000000 Penalty: 2976.073730
	Iteration 8Q: 3 clusters Score -1103201 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1103403.875000 Penalty: 2976.073730
	Iteration 9Q: 3 clusters Score -1103404 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1103584.875000 Penalty: 2976.073730
	Iteration 10Q: 3 clusters Score -1103585 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1103728.000000 Penalty: 2976.073730
	Iteration 11Q: 3 clusters Score -1103728 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1103828.125000 Penalty: 2976.073730
	Iteration 12Q: 3 clusters Score -1103828 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1103912.250000 Penalty: 2976.073730
	Iteration 13Q: 3 clusters Score -1103912 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1103992.125000 Penalty: 2976.073730
	Iteration 14Q: 3 clusters Score -1103992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1104045.375000 Penalty: 2976.073730
	Iteration 15Q: 3 clusters Score -1104045 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1104082.000000 Penalty: 2976.073730
	Iteration 16Q: 3 clusters Score -1104082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1104107.125000 Penalty: 2976.073730
	Iteration 17Q: 3 clusters Score -1104107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1104134.875000 Penalty: 2976.073730
	Iteration 18Q: 3 clusters Score -1104135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1104150.625000 Penalty: 2976.073730
	Iteration 19Q: 3 clusters Score -1104151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1104159.500000 Penalty: 2976.073730
	Iteration 20F: 3 clusters Score -1104160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1104169.000000 Penalty: 2976.073730
	Iteration 21Q: 3 clusters Score -1104169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1104180.125000 Penalty: 2976.073730
	Iteration 22Q: 3 clusters Score -1104180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1104187.250000 Penalty: 2976.073730
	Iteration 23Q: 3 clusters Score -1104187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1104189.000000 Penalty: 2976.073730
	Iteration 24Q: 3 clusters Score -1104189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1104193.875000 Penalty: 2976.073730
	Iteration 25Q: 3 clusters Score -1104194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1104197.125000 Penalty: 2976.073730
	Iteration 26Q: 3 clusters Score -1104197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1104198.625000 Penalty: 2976.073730
	Iteration 27Q: 3 clusters Score -1104199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1104200.500000 Penalty: 2976.073730
	Iteration 28Q: 3 clusters Score -1104200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1104200.875000 Penalty: 2976.073730
	Iteration 29Q: 3 clusters Score -1104201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1104204.000000 Penalty: 2976.073730
	Iteration 30Q: 3 clusters Score -1104204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1104205.125000 Penalty: 2976.073730
	Iteration 31Q: 3 clusters Score -1104205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1104205.125000 Penalty: 2976.073730
	Iteration 32F: 3 clusters Score -1104205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 120010 members 
Mstep: Class 6 contains 57276 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 105177 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 27104 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 19 contains 13250 members 
Mstep: Class 20 contains 104748 members 
Mstep: Class 21 contains 112739 members 
Mstep: Class 22 contains 9482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86161032.000000 Penalty: 57207.613281
Iteration 39Q: 27 clusters Score -8.616103e+07 nChanged 14334
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 9807 members 
Mstep: Class 4 contains 120581 members 
Mstep: Class 5 contains 1749 members 
Mstep: Class 6 contains 57879 members 
Mstep: Class 7 contains 2173 members 
Mstep: Class 8 contains 104170 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 8595 members 
Mstep: Class 12 contains 3611 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 27795 members 
Mstep: Class 15 contains 5179 members 
Mstep: Class 16 contains 3940 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 96 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 105583 members 
Mstep: Class 21 contains 113815 members 
Mstep: Class 22 contains 9561 members 
Mstep: Class 23 contains 109812 members 
Mstep: Class 24 contains 1463 members 
Mstep: Class 25 contains 7596 members 
Mstep: Class 26 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2121.511719 but Gain 2200.292969
Score: -86169264.000000 Penalty: 55007.320312
Iteration 40F: 26 clusters Score -8.616926e+07 nChanged 18198
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 9666 members 
Mstep: Class 4 contains 117639 members 
Mstep: Class 5 contains 2227 members 
Mstep: Class 6 contains 59306 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 103072 members 
Mstep: Class 9 contains 403 members 
Mstep: Class 10 contains 6027 members 
Mstep: Class 11 contains 8900 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 14 contains 28145 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 4034 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 160 members 
Mstep: Class 19 contains 12036 members 
Mstep: Class 20 contains 103724 members 
Mstep: Class 21 contains 114690 members 
Mstep: Class 22 contains 9530 members 
Mstep: Class 23 contains 115110 members 
Mstep: Class 24 contains 1532 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86176296.000000 Penalty: 55007.320312
Iteration 41Q: 26 clusters Score -8.61763e+07 nChanged 15369
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 9507 members 
Mstep: Class 4 contains 114523 members 
Mstep: Class 5 contains 2432 members 
Mstep: Class 6 contains 59955 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 101608 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 9346 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 14 contains 28416 members 
Mstep: Class 15 contains 4957 members 
Mstep: Class 16 contains 4114 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 101587 members 
Mstep: Class 21 contains 115141 members 
Mstep: Class 22 contains 9388 members 
Mstep: Class 23 contains 120529 members 
Mstep: Class 24 contains 1641 members 
Mstep: Class 25 contains 8167 members 
Mstep: Class 26 contains 5162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86178736.000000 Penalty: 55007.320312
Iteration 42Q: 26 clusters Score -8.617874e+07 nChanged 15719
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 9314 members 
Mstep: Class 4 contains 111430 members 
Mstep: Class 5 contains 2528 members 
Mstep: Class 6 contains 60550 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 100170 members 
Mstep: Class 9 contains 407 members 
Mstep: Class 10 contains 6698 members 
Mstep: Class 11 contains 9856 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 14 contains 28690 members 
Mstep: Class 15 contains 4844 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 169 members 
Mstep: Class 19 contains 10860 members 
Mstep: Class 20 contains 99534 members 
Mstep: Class 21 contains 115662 members 
Mstep: Class 22 contains 9208 members 
Mstep: Class 23 contains 125681 members 
Mstep: Class 24 contains 1745 members 
Mstep: Class 25 contains 8362 members 
Mstep: Class 26 contains 5405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86180256.000000 Penalty: 55007.320312
Iteration 43Q: 26 clusters Score -8.618026e+07 nChanged 15772
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 9087 members 
Mstep: Class 4 contains 108946 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 61114 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 8 contains 98743 members 
Mstep: Class 9 contains 408 members 
Mstep: Class 10 contains 7067 members 
Mstep: Class 11 contains 10323 members 
Mstep: Class 12 contains 2812 members 
Mstep: Class 14 contains 28955 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 4240 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 10293 members 
Mstep: Class 20 contains 97872 members 
Mstep: Class 21 contains 116246 members 
Mstep: Class 22 contains 8978 members 
Mstep: Class 23 contains 129903 members 
Mstep: Class 24 contains 1832 members 
Mstep: Class 25 contains 8528 members 
Mstep: Class 26 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86180768.000000 Penalty: 55007.320312
Iteration 44Q: 26 clusters Score -8.618077e+07 nChanged 15259
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 8881 members 
Mstep: Class 4 contains 107322 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 61615 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 97640 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 10861 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 14 contains 29216 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 4283 members 
Mstep: Class 17 contains 3963 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 9852 members 
Mstep: Class 20 contains 96435 members 
Mstep: Class 21 contains 116556 members 
Mstep: Class 22 contains 8708 members 
Mstep: Class 23 contains 132909 members 
Mstep: Class 24 contains 1915 members 
Mstep: Class 25 contains 8655 members 
Mstep: Class 26 contains 5889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86181504.000000 Penalty: 55007.320312
Iteration 45Q: 26 clusters Score -8.61815e+07 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 8669 members 
Mstep: Class 4 contains 106678 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 62104 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 96717 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 7673 members 
Mstep: Class 11 contains 11397 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 14 contains 29447 members 
Mstep: Class 15 contains 4516 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 9494 members 
Mstep: Class 20 contains 95586 members 
Mstep: Class 21 contains 116753 members 
Mstep: Class 22 contains 8457 members 
Mstep: Class 23 contains 134279 members 
Mstep: Class 24 contains 1978 members 
Mstep: Class 25 contains 8745 members 
Mstep: Class 26 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86181856.000000 Penalty: 55007.320312
Iteration 46Q: 26 clusters Score -8.618186e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 106870 members 
Mstep: Class 5 contains 2640 members 
Mstep: Class 6 contains 62577 members 
Mstep: Class 7 contains 1754 members 
Mstep: Class 8 contains 95906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 11920 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 14 contains 29655 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 4342 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 9160 members 
Mstep: Class 20 contains 95273 members 
Mstep: Class 21 contains 116869 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 134359 members 
Mstep: Class 24 contains 2025 members 
Mstep: Class 25 contains 8825 members 
Mstep: Class 26 contains 6450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182008.000000 Penalty: 55007.320312
Iteration 47Q: 26 clusters Score -8.618201e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 8203 members 
Mstep: Class 4 contains 107688 members 
Mstep: Class 5 contains 2652 members 
Mstep: Class 6 contains 63037 members 
Mstep: Class 7 contains 1724 members 
Mstep: Class 8 contains 95182 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 12348 members 
Mstep: Class 12 contains 2530 members 
Mstep: Class 14 contains 29811 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 17 contains 3942 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 8915 members 
Mstep: Class 20 contains 95468 members 
Mstep: Class 21 contains 116886 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 133469 members 
Mstep: Class 24 contains 2063 members 
Mstep: Class 25 contains 8869 members 
Mstep: Class 26 contains 6750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86181976.000000 Penalty: 55007.320312
Iteration 48Q: 26 clusters Score -8.618198e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 2662 members 
Mstep: Class 3 contains 7952 members 
Mstep: Class 4 contains 109055 members 
Mstep: Class 5 contains 2664 members 
Mstep: Class 6 contains 63410 members 
Mstep: Class 7 contains 1699 members 
Mstep: Class 8 contains 94581 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 7951 members 
Mstep: Class 11 contains 12709 members 
Mstep: Class 12 contains 2493 members 
Mstep: Class 14 contains 29963 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 4366 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 8668 members 
Mstep: Class 20 contains 95933 members 
Mstep: Class 21 contains 116913 members 
Mstep: Class 22 contains 7813 members 
Mstep: Class 23 contains 131810 members 
Mstep: Class 24 contains 2094 members 
Mstep: Class 25 contains 8902 members 
Mstep: Class 26 contains 7072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182312.000000 Penalty: 55007.320312
Iteration 49Q: 26 clusters Score -8.618231e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 2672 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 110720 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 63729 members 
Mstep: Class 7 contains 1676 members 
Mstep: Class 8 contains 94067 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 7866 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 14 contains 30125 members 
Mstep: Class 15 contains 4295 members 
Mstep: Class 16 contains 4374 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 8453 members 
Mstep: Class 20 contains 96648 members 
Mstep: Class 21 contains 116933 members 
Mstep: Class 22 contains 7663 members 
Mstep: Class 23 contains 129693 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 8918 members 
Mstep: Class 26 contains 7396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182288.000000 Penalty: 55007.320312
Iteration 50Q: 26 clusters Score -8.618229e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 2686 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 112535 members 
Mstep: Class 5 contains 2681 members 
Mstep: Class 6 contains 63992 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 93632 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 7742 members 
Mstep: Class 11 contains 13224 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 14 contains 30260 members 
Mstep: Class 15 contains 4255 members 
Mstep: Class 16 contains 4376 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 168 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 97437 members 
Mstep: Class 21 contains 116883 members 
Mstep: Class 22 contains 7548 members 
Mstep: Class 23 contains 127381 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 8940 members 
Mstep: Class 26 contains 7727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182304.000000 Penalty: 55007.320312
Iteration 51Q: 26 clusters Score -8.61823e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 2697 members 
Mstep: Class 3 contains 7281 members 
Mstep: Class 4 contains 114305 members 
Mstep: Class 5 contains 2692 members 
Mstep: Class 6 contains 64233 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 93258 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 7618 members 
Mstep: Class 11 contains 13402 members 
Mstep: Class 12 contains 2447 members 
Mstep: Class 14 contains 30380 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 4379 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 169 members 
Mstep: Class 19 contains 8125 members 
Mstep: Class 20 contains 98181 members 
Mstep: Class 21 contains 116814 members 
Mstep: Class 22 contains 7464 members 
Mstep: Class 23 contains 125159 members 
Mstep: Class 24 contains 2188 members 
Mstep: Class 25 contains 8942 members 
Mstep: Class 26 contains 8041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182168.000000 Penalty: 55007.320312
Iteration 52Q: 26 clusters Score -8.618217e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 115972 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 64465 members 
Mstep: Class 7 contains 1627 members 
Mstep: Class 8 contains 92868 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 13548 members 
Mstep: Class 12 contains 2440 members 
Mstep: Class 14 contains 30500 members 
Mstep: Class 15 contains 4204 members 
Mstep: Class 16 contains 4384 members 
Mstep: Class 17 contains 3834 members 
Mstep: Class 18 contains 169 members 
Mstep: Class 19 contains 7974 members 
Mstep: Class 20 contains 98879 members 
Mstep: Class 21 contains 116742 members 
Mstep: Class 22 contains 7389 members 
Mstep: Class 23 contains 123161 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 8948 members 
Mstep: Class 26 contains 8322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182440.000000 Penalty: 55007.320312
Iteration 53Q: 26 clusters Score -8.618244e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 117391 members 
Mstep: Class 5 contains 2710 members 
Mstep: Class 6 contains 64629 members 
Mstep: Class 7 contains 1614 members 
Mstep: Class 8 contains 92502 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 13679 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 14 contains 30625 members 
Mstep: Class 15 contains 4193 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 169 members 
Mstep: Class 19 contains 7808 members 
Mstep: Class 20 contains 99461 members 
Mstep: Class 21 contains 116706 members 
Mstep: Class 22 contains 7313 members 
Mstep: Class 23 contains 121489 members 
Mstep: Class 24 contains 2248 members 
Mstep: Class 25 contains 8958 members 
Mstep: Class 26 contains 8596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182680.000000 Penalty: 55007.320312
Iteration 54Q: 26 clusters Score -8.618268e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 6817 members 
Mstep: Class 4 contains 118610 members 
Mstep: Class 5 contains 2727 members 
Mstep: Class 6 contains 64817 members 
Mstep: Class 7 contains 1602 members 
Mstep: Class 8 contains 92127 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 7174 members 
Mstep: Class 11 contains 13783 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 14 contains 30714 members 
Mstep: Class 15 contains 4175 members 
Mstep: Class 16 contains 4396 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 170 members 
Mstep: Class 19 contains 7644 members 
Mstep: Class 20 contains 99937 members 
Mstep: Class 21 contains 116690 members 
Mstep: Class 22 contains 7226 members 
Mstep: Class 23 contains 120156 members 
Mstep: Class 24 contains 2270 members 
Mstep: Class 25 contains 8968 members 
Mstep: Class 26 contains 8834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182872.000000 Penalty: 55007.320312
Iteration 55Q: 26 clusters Score -8.618287e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 119635 members 
Mstep: Class 5 contains 2734 members 
Mstep: Class 6 contains 64974 members 
Mstep: Class 7 contains 1588 members 
Mstep: Class 8 contains 91761 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 7070 members 
Mstep: Class 11 contains 13889 members 
Mstep: Class 12 contains 2420 members 
Mstep: Class 14 contains 30808 members 
Mstep: Class 15 contains 4150 members 
Mstep: Class 16 contains 4400 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 18 contains 171 members 
Mstep: Class 19 contains 7502 members 
Mstep: Class 20 contains 100365 members 
Mstep: Class 21 contains 116678 members 
Mstep: Class 22 contains 7156 members 
Mstep: Class 23 contains 119048 members 
Mstep: Class 24 contains 2293 members 
Mstep: Class 25 contains 8969 members 
Mstep: Class 26 contains 9063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182864.000000 Penalty: 55007.320312
Iteration 56Q: 26 clusters Score -8.618286e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 2720 members 
Mstep: Class 3 contains 6569 members 
Mstep: Class 4 contains 120485 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 65117 members 
Mstep: Class 7 contains 1570 members 
Mstep: Class 8 contains 91465 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 6977 members 
Mstep: Class 11 contains 13990 members 
Mstep: Class 12 contains 2417 members 
Mstep: Class 14 contains 30894 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 16 contains 4400 members 
Mstep: Class 17 contains 3781 members 
Mstep: Class 18 contains 171 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 20 contains 100723 members 
Mstep: Class 21 contains 116601 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 118143 members 
Mstep: Class 24 contains 2317 members 
Mstep: Class 25 contains 8973 members 
Mstep: Class 26 contains 9292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86183104.000000 Penalty: 55007.320312
Iteration 57Q: 26 clusters Score -8.61831e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 6480 members 
Mstep: Class 4 contains 121116 members 
Mstep: Class 5 contains 2744 members 
Mstep: Class 6 contains 65240 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 91207 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 6903 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 2415 members 
Mstep: Class 14 contains 31013 members 
Mstep: Class 15 contains 4126 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 171 members 
Mstep: Class 19 contains 7218 members 
Mstep: Class 20 contains 101042 members 
Mstep: Class 21 contains 116499 members 
Mstep: Class 22 contains 7010 members 
Mstep: Class 23 contains 117453 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 8973 members 
Mstep: Class 26 contains 9502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86183384.000000 Penalty: 55007.320312
Iteration 58Q: 26 clusters Score -8.618338e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 6398 members 
Mstep: Class 4 contains 121612 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 65401 members 
Mstep: Class 7 contains 1542 members 
Mstep: Class 8 contains 90944 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 6853 members 
Mstep: Class 11 contains 14181 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 14 contains 31123 members 
Mstep: Class 15 contains 4122 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 171 members 
Mstep: Class 19 contains 7080 members 
Mstep: Class 20 contains 101320 members 
Mstep: Class 21 contains 116424 members 
Mstep: Class 22 contains 6944 members 
Mstep: Class 23 contains 116841 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 8972 members 
Mstep: Class 26 contains 9705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86183376.000000 Penalty: 55007.320312
Iteration 59Q: 26 clusters Score -8.618338e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 6322 members 
Mstep: Class 4 contains 121997 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 65497 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 90745 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 6802 members 
Mstep: Class 11 contains 14287 members 
Mstep: Class 12 contains 2416 members 
Mstep: Class 14 contains 31201 members 
Mstep: Class 15 contains 4123 members 
Mstep: Class 16 contains 4399 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 18 contains 171 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 101595 members 
Mstep: Class 21 contains 116351 members 
Mstep: Class 22 contains 6887 members 
Mstep: Class 23 contains 116348 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 8971 members 
Mstep: Class 26 contains 9909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86184464.000000 Penalty: 55007.320312
Iteration 60F: 26 clusters Score -8.618446e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 6253 members 
Mstep: Class 4 contains 122300 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 65603 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 90578 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 6755 members 
Mstep: Class 11 contains 14386 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 14 contains 31265 members 
Mstep: Class 15 contains 4113 members 
Mstep: Class 16 contains 4396 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 202 members 
Mstep: Class 19 contains 6812 members 
Mstep: Class 20 contains 101822 members 
Mstep: Class 21 contains 116254 members 
Mstep: Class 22 contains 6840 members 
Mstep: Class 23 contains 116030 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 8966 members 
Mstep: Class 26 contains 10085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86185104.000000 Penalty: 55007.320312
Iteration 61Q: 26 clusters Score -8.61851e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 2736 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 122520 members 
Mstep: Class 5 contains 2751 members 
Mstep: Class 6 contains 65693 members 
Mstep: Class 7 contains 1493 members 
Mstep: Class 8 contains 90433 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6724 members 
Mstep: Class 11 contains 14508 members 
Mstep: Class 12 contains 2406 members 
Mstep: Class 14 contains 31329 members 
Mstep: Class 15 contains 4110 members 
Mstep: Class 16 contains 4395 members 
Mstep: Class 17 contains 3751 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6679 members 
Mstep: Class 20 contains 102044 members 
Mstep: Class 21 contains 116160 members 
Mstep: Class 22 contains 6799 members 
Mstep: Class 23 contains 115711 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 8960 members 
Mstep: Class 26 contains 10245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86184904.000000 Penalty: 55007.320312
Iteration 62Q: 26 clusters Score -8.61849e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 6137 members 
Mstep: Class 4 contains 122681 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 65791 members 
Mstep: Class 7 contains 1485 members 
Mstep: Class 8 contains 90266 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 6707 members 
Mstep: Class 11 contains 14606 members 
Mstep: Class 12 contains 2399 members 
Mstep: Class 14 contains 31389 members 
Mstep: Class 15 contains 4099 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 3746 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 102261 members 
Mstep: Class 21 contains 116146 members 
Mstep: Class 22 contains 6756 members 
Mstep: Class 23 contains 115432 members 
Mstep: Class 24 contains 2435 members 
Mstep: Class 25 contains 8960 members 
Mstep: Class 26 contains 10376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86185088.000000 Penalty: 55007.320312
Iteration 63Q: 26 clusters Score -8.618509e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 6076 members 
Mstep: Class 4 contains 122754 members 
Mstep: Class 5 contains 2754 members 
Mstep: Class 6 contains 65893 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 90078 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6678 members 
Mstep: Class 11 contains 14698 members 
Mstep: Class 12 contains 2392 members 
Mstep: Class 14 contains 31463 members 
Mstep: Class 15 contains 4094 members 
Mstep: Class 16 contains 4389 members 
Mstep: Class 17 contains 3737 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6458 members 
Mstep: Class 20 contains 102455 members 
Mstep: Class 21 contains 116128 members 
Mstep: Class 22 contains 6703 members 
Mstep: Class 23 contains 115259 members 
Mstep: Class 24 contains 2451 members 
Mstep: Class 25 contains 8953 members 
Mstep: Class 26 contains 10511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86184904.000000 Penalty: 55007.320312
Iteration 64Q: 26 clusters Score -8.61849e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 6015 members 
Mstep: Class 4 contains 122787 members 
Mstep: Class 5 contains 2753 members 
Mstep: Class 6 contains 65964 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 89868 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 6661 members 
Mstep: Class 11 contains 14793 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 14 contains 31531 members 
Mstep: Class 15 contains 4084 members 
Mstep: Class 16 contains 4384 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 102634 members 
Mstep: Class 21 contains 116143 members 
Mstep: Class 22 contains 6654 members 
Mstep: Class 23 contains 115106 members 
Mstep: Class 24 contains 2464 members 
Mstep: Class 25 contains 8950 members 
Mstep: Class 26 contains 10665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86184944.000000 Penalty: 55007.320312
Iteration 65Q: 26 clusters Score -8.618494e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 5948 members 
Mstep: Class 4 contains 122788 members 
Mstep: Class 5 contains 2754 members 
Mstep: Class 6 contains 66013 members 
Mstep: Class 7 contains 1469 members 
Mstep: Class 8 contains 89613 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6645 members 
Mstep: Class 11 contains 14880 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 14 contains 31556 members 
Mstep: Class 15 contains 4076 members 
Mstep: Class 16 contains 4382 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6335 members 
Mstep: Class 20 contains 102890 members 
Mstep: Class 21 contains 116232 members 
Mstep: Class 22 contains 6604 members 
Mstep: Class 23 contains 114940 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 10811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86185240.000000 Penalty: 55007.320312
Iteration 66Q: 26 clusters Score -8.618524e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 122682 members 
Mstep: Class 5 contains 2756 members 
Mstep: Class 6 contains 66060 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 89347 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6630 members 
Mstep: Class 11 contains 14975 members 
Mstep: Class 12 contains 2378 members 
Mstep: Class 14 contains 31582 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 16 contains 4380 members 
Mstep: Class 17 contains 3700 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6289 members 
Mstep: Class 20 contains 103219 members 
Mstep: Class 21 contains 116323 members 
Mstep: Class 22 contains 6553 members 
Mstep: Class 23 contains 114834 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 8938 members 
Mstep: Class 26 contains 10942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86185544.000000 Penalty: 55007.320312
Iteration 67Q: 26 clusters Score -8.618554e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 2738 members 
Mstep: Class 3 contains 5813 members 
Mstep: Class 4 contains 122514 members 
Mstep: Class 5 contains 2756 members 
Mstep: Class 6 contains 66088 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 89080 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 15052 members 
Mstep: Class 12 contains 2377 members 
Mstep: Class 14 contains 31606 members 
Mstep: Class 15 contains 4049 members 
Mstep: Class 16 contains 4369 members 
Mstep: Class 17 contains 3684 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6260 members 
Mstep: Class 20 contains 103573 members 
Mstep: Class 21 contains 116389 members 
Mstep: Class 22 contains 6502 members 
Mstep: Class 23 contains 114796 members 
Mstep: Class 24 contains 2516 members 
Mstep: Class 25 contains 8936 members 
Mstep: Class 26 contains 11070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86185736.000000 Penalty: 55007.320312
Iteration 68Q: 26 clusters Score -8.618574e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 3 contains 5753 members 
Mstep: Class 4 contains 122264 members 
Mstep: Class 5 contains 2755 members 
Mstep: Class 6 contains 66126 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 88859 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 15129 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 14 contains 31621 members 
Mstep: Class 15 contains 4029 members 
Mstep: Class 16 contains 4364 members 
Mstep: Class 17 contains 3671 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6244 members 
Mstep: Class 20 contains 103919 members 
Mstep: Class 21 contains 116444 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 114823 members 
Mstep: Class 24 contains 2534 members 
Mstep: Class 25 contains 8934 members 
Mstep: Class 26 contains 11174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86185752.000000 Penalty: 55007.320312
Iteration 69Q: 26 clusters Score -8.618575e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 3 contains 5701 members 
Mstep: Class 4 contains 121987 members 
Mstep: Class 5 contains 2754 members 
Mstep: Class 6 contains 66123 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 88646 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6602 members 
Mstep: Class 11 contains 15196 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 14 contains 31663 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 4357 members 
Mstep: Class 17 contains 3662 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6253 members 
Mstep: Class 20 contains 104236 members 
Mstep: Class 21 contains 116517 members 
Mstep: Class 22 contains 6396 members 
Mstep: Class 23 contains 114895 members 
Mstep: Class 24 contains 2544 members 
Mstep: Class 25 contains 8927 members 
Mstep: Class 26 contains 11278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86186144.000000 Penalty: 55007.320312
Iteration 70Q: 26 clusters Score -8.618614e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 121656 members 
Mstep: Class 5 contains 2753 members 
Mstep: Class 6 contains 66121 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 88407 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6590 members 
Mstep: Class 11 contains 15260 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 14 contains 31700 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 3645 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6250 members 
Mstep: Class 20 contains 104536 members 
Mstep: Class 21 contains 116612 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 115049 members 
Mstep: Class 24 contains 2559 members 
Mstep: Class 25 contains 8914 members 
Mstep: Class 26 contains 11363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86186424.000000 Penalty: 55007.320312
Iteration 71Q: 26 clusters Score -8.618642e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 121319 members 
Mstep: Class 5 contains 2751 members 
Mstep: Class 6 contains 66118 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 88146 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 15313 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 14 contains 31724 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 4352 members 
Mstep: Class 17 contains 3636 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6261 members 
Mstep: Class 20 contains 104822 members 
Mstep: Class 21 contains 116744 members 
Mstep: Class 22 contains 6289 members 
Mstep: Class 23 contains 115220 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 8907 members 
Mstep: Class 26 contains 11424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86186656.000000 Penalty: 55007.320312
Iteration 72Q: 26 clusters Score -8.618666e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 2753 members 
Mstep: Class 3 contains 5559 members 
Mstep: Class 4 contains 120958 members 
Mstep: Class 5 contains 2752 members 
Mstep: Class 6 contains 66106 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 87898 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 15351 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 31737 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 4345 members 
Mstep: Class 17 contains 3625 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6278 members 
Mstep: Class 20 contains 105096 members 
Mstep: Class 21 contains 116875 members 
Mstep: Class 22 contains 6248 members 
Mstep: Class 23 contains 115437 members 
Mstep: Class 24 contains 2580 members 
Mstep: Class 25 contains 8906 members 
Mstep: Class 26 contains 11480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86186712.000000 Penalty: 55007.320312
Iteration 73Q: 26 clusters Score -8.618671e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 2754 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 120588 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 66081 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 87685 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 15391 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 31769 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 4341 members 
Mstep: Class 17 contains 3618 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6317 members 
Mstep: Class 20 contains 105363 members 
Mstep: Class 21 contains 117012 members 
Mstep: Class 22 contains 6204 members 
Mstep: Class 23 contains 115620 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 8905 members 
Mstep: Class 26 contains 11543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86186984.000000 Penalty: 55007.320312
Iteration 74Q: 26 clusters Score -8.618698e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 5470 members 
Mstep: Class 4 contains 120260 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 66064 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 87466 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 2366 members 
Mstep: Class 14 contains 31785 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 4330 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6305 members 
Mstep: Class 20 contains 105612 members 
Mstep: Class 21 contains 117175 members 
Mstep: Class 22 contains 6164 members 
Mstep: Class 23 contains 115788 members 
Mstep: Class 24 contains 2584 members 
Mstep: Class 25 contains 8901 members 
Mstep: Class 26 contains 11611 members 
Entering Unmasked Estep 
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Score: -86187136.000000 Penalty: 55007.320312
Iteration 75Q: 26 clusters Score -8.618714e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 119985 members 
Mstep: Class 5 contains 2749 members 
Mstep: Class 6 contains 66070 members 
Mstep: Class 7 contains 1405 members 
Mstep: Class 8 contains 87247 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 15465 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 31807 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6319 members 
Mstep: Class 20 contains 105845 members 
Mstep: Class 21 contains 117325 members 
Mstep: Class 22 contains 6126 members 
Mstep: Class 23 contains 115876 members 
Mstep: Class 24 contains 2587 members 
Mstep: Class 25 contains 8898 members 
Mstep: Class 26 contains 11671 members 
Entering Unmasked Estep 
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Score: -86187368.000000 Penalty: 55007.320312
Iteration 76Q: 26 clusters Score -8.618737e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 5400 members 
Mstep: Class 4 contains 119768 members 
Mstep: Class 5 contains 2751 members 
Mstep: Class 6 contains 66060 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 86992 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 15503 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 31828 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 4309 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6335 members 
Mstep: Class 20 contains 106068 members 
Mstep: Class 21 contains 117524 members 
Mstep: Class 22 contains 6082 members 
Mstep: Class 23 contains 115966 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 8894 members 
Mstep: Class 26 contains 11718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86187536.000000 Penalty: 55007.320312
Iteration 77Q: 26 clusters Score -8.618754e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 5366 members 
Mstep: Class 4 contains 119562 members 
Mstep: Class 5 contains 2756 members 
Mstep: Class 6 contains 66054 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 86760 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 15523 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 14 contains 31837 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 4302 members 
Mstep: Class 17 contains 3581 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6349 members 
Mstep: Class 20 contains 106260 members 
Mstep: Class 21 contains 117722 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 116047 members 
Mstep: Class 24 contains 2593 members 
Mstep: Class 25 contains 8893 members 
Mstep: Class 26 contains 11758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86187544.000000 Penalty: 55007.320312
Iteration 78Q: 26 clusters Score -8.618754e+07 nChanged 2052
Entering ConstructFrom: 
Score: -86187544.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (30227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Entering Unmasked Estep 
Score: -3348676.250000 Penalty: 1676.429810
	Iteration 0F: 2 clusters Score -3348676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3328448.500000 Penalty: 3352.859619
	Iteration 0F: 3 clusters Score -3328448 nChanged 13874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3335934.500000 Penalty: 3352.859619
	Iteration 1F: 3 clusters Score -3335934 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3336403.500000 Penalty: 3352.859619
	Iteration 2Q: 3 clusters Score -3336404 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3337020.000000 Penalty: 3352.859619
	Iteration 3Q: 3 clusters Score -3337020 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3337843.750000 Penalty: 3352.859619
	Iteration 4F: 3 clusters Score -3337844 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3339125.250000 Penalty: 3352.859619
	Iteration 5F: 3 clusters Score -3339125 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3340878.750000 Penalty: 3352.859619
	Iteration 6F: 3 clusters Score -3340879 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3342866.750000 Penalty: 3352.859619
	Iteration 7F: 3 clusters Score -3342867 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3344538.250000 Penalty: 3352.859619
	Iteration 8F: 3 clusters Score -3344538 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3345807.750000 Penalty: 3352.859619
	Iteration 9F: 3 clusters Score -3345808 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3346908.500000 Penalty: 3352.859619
	Iteration 10Q: 3 clusters Score -3346908 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3347767.250000 Penalty: 3352.859619
	Iteration 11Q: 3 clusters Score -3347767 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3348067.750000 Penalty: 3352.859619
	Iteration 12Q: 3 clusters Score -3348068 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3348182.500000 Penalty: 3352.859619
	Iteration 13Q: 3 clusters Score -3348182 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3348236.250000 Penalty: 3352.859619
	Iteration 14Q: 3 clusters Score -3348236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3348259.000000 Penalty: 3352.859619
	Iteration 15Q: 3 clusters Score -3348259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3348282.500000 Penalty: 3352.859619
	Iteration 16Q: 3 clusters Score -3348282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3348285.500000 Penalty: 3352.859619
	Iteration 17Q: 3 clusters Score -3348286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3348300.500000 Penalty: 3352.859619
	Iteration 18Q: 3 clusters Score -3348300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3348303.500000 Penalty: 3352.859619
	Iteration 19Q: 3 clusters Score -3348304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3348303.500000 Penalty: 3352.859619
	Iteration 20F: 3 clusters Score -3348304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3348305.500000 Penalty: 3352.859619
	Iteration 21Q: 3 clusters Score -3348306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3348308.750000 Penalty: 3352.859619
	Iteration 22Q: 3 clusters Score -3348309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3348299.750000 Penalty: 3352.859619
	Iteration 23Q: 3 clusters Score -3348300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3348301.000000 Penalty: 3352.859619
	Iteration 24Q: 3 clusters Score -3348301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3348307.500000 Penalty: 3352.859619
	Iteration 25Q: 3 clusters Score -3348308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3348311.250000 Penalty: 3352.859619
	Iteration 26Q: 3 clusters Score -3348311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3348309.250000 Penalty: 3352.859619
	Iteration 27Q: 3 clusters Score -3348309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3348309.500000 Penalty: 3352.859619
	Iteration 28Q: 3 clusters Score -3348310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3348312.750000 Penalty: 3352.859619
	Iteration 29Q: 3 clusters Score -3348313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3348309.250000 Penalty: 3352.859619
	Iteration 30Q: 3 clusters Score -3348309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3348305.500000 Penalty: 3352.859619
	Iteration 31Q: 3 clusters Score -3348306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3348304.750000 Penalty: 3352.859619
	Iteration 32Q: 3 clusters Score -3348305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3348303.500000 Penalty: 3352.859619
	Iteration 33Q: 3 clusters Score -3348304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3348309.750000 Penalty: 3352.859619
	Iteration 34Q: 3 clusters Score -3348310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3348309.000000 Penalty: 3352.859619
	Iteration 35Q: 3 clusters Score -3348309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3348308.500000 Penalty: 3352.859619
	Iteration 36Q: 3 clusters Score -3348308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3348310.000000 Penalty: 3352.859619
	Iteration 37Q: 3 clusters Score -3348310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3348309.500000 Penalty: 3352.859619
	Iteration 38Q: 3 clusters Score -3348310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3348309.500000 Penalty: 3352.859619
	Iteration 39F: 3 clusters Score -3348310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -286051.750000 Penalty: 1288.716919
	Iteration 0F: 2 clusters Score -286051.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -283579.937500 Penalty: 2577.433838
	Iteration 0F: 3 clusters Score -283579.9 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -284302.406250 Penalty: 2577.433838
	Iteration 1F: 3 clusters Score -284302.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -284543.906250 Penalty: 2577.433838
	Iteration 2F: 3 clusters Score -284543.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -284776.687500 Penalty: 2577.433838
	Iteration 3F: 3 clusters Score -284776.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -285026.312500 Penalty: 2577.433838
	Iteration 4F: 3 clusters Score -285026.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -285500.437500 Penalty: 2577.433838
	Iteration 5F: 3 clusters Score -285500.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -286250.625000 Penalty: 2577.433838
	Iteration 6F: 3 clusters Score -286250.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -286809.500000 Penalty: 2577.433838
	Iteration 7F: 3 clusters Score -286809.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -287131.218750 Penalty: 2577.433838
	Iteration 8F: 3 clusters Score -287131.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -287318.968750 Penalty: 2577.433838
	Iteration 9Q: 3 clusters Score -287319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -287415.125000 Penalty: 2577.433838
	Iteration 10Q: 3 clusters Score -287415.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -287483.812500 Penalty: 2577.433838
	Iteration 11Q: 3 clusters Score -287483.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -287507.187500 Penalty: 2577.433838
	Iteration 12Q: 3 clusters Score -287507.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -287513.281250 Penalty: 2577.433838
	Iteration 13Q: 3 clusters Score -287513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -287516.750000 Penalty: 2577.433838
	Iteration 14Q: 3 clusters Score -287516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -287517.781250 Penalty: 2577.433838
	Iteration 15Q: 3 clusters Score -287517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -287521.062500 Penalty: 2577.433838
	Iteration 16F: 3 clusters Score -287521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -287535.531250 Penalty: 2577.433838
	Iteration 17Q: 3 clusters Score -287535.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -287542.531250 Penalty: 2577.433838
	Iteration 18Q: 3 clusters Score -287542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -287543.468750 Penalty: 2577.433838
	Iteration 19Q: 3 clusters Score -287543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -287543.468750 Penalty: 2577.433838
	Iteration 20F: 3 clusters Score -287543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 119334 members 
Mstep: Class 5 contains 2757 members 
Mstep: Class 6 contains 66033 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 86521 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 15550 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 151 members 
Mstep: Class 14 contains 31866 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6378 members 
Mstep: Class 20 contains 106412 members 
Mstep: Class 21 contains 117917 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 116192 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 8891 members 
Mstep: Class 26 contains 11793 members 
Entering Unmasked Estep 
Score: -86188432.000000 Penalty: 57207.613281
Splitting cluster 2 changes total score from -86187544.000000 to -86188432.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 3 (5336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Entering Unmasked Estep 
Score: -625816.062500 Penalty: 1394.612671
	Iteration 0F: 2 clusters Score -625816.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -621646.625000 Penalty: 2789.225342
	Iteration 0F: 3 clusters Score -621646.6 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -622816.937500 Penalty: 2789.225342
	Iteration 1F: 3 clusters Score -622816.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -623019.187500 Penalty: 2789.225342
	Iteration 2F: 3 clusters Score -623019.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -623137.062500 Penalty: 2789.225342
	Iteration 3F: 3 clusters Score -623137.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -623207.937500 Penalty: 2789.225342
	Iteration 4Q: 3 clusters Score -623207.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -623275.625000 Penalty: 2789.225342
	Iteration 5Q: 3 clusters Score -623275.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -623365.875000 Penalty: 2789.225342
	Iteration 6Q: 3 clusters Score -623365.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -623449.562500 Penalty: 2789.225342
	Iteration 7Q: 3 clusters Score -623449.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -623529.687500 Penalty: 2789.225342
	Iteration 8Q: 3 clusters Score -623529.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -623608.250000 Penalty: 2789.225342
	Iteration 9Q: 3 clusters Score -623608.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -623681.812500 Penalty: 2789.225342
	Iteration 10Q: 3 clusters Score -623681.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -623753.500000 Penalty: 2789.225342
	Iteration 11Q: 3 clusters Score -623753.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -623822.375000 Penalty: 2789.225342
	Iteration 12Q: 3 clusters Score -623822.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -623889.937500 Penalty: 2789.225342
	Iteration 13Q: 3 clusters Score -623889.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -623960.625000 Penalty: 2789.225342
	Iteration 14Q: 3 clusters Score -623960.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -624015.062500 Penalty: 2789.225342
	Iteration 15Q: 3 clusters Score -624015.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -624055.062500 Penalty: 2789.225342
	Iteration 16Q: 3 clusters Score -624055.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -624077.562500 Penalty: 2789.225342
	Iteration 17Q: 3 clusters Score -624077.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -624101.000000 Penalty: 2789.225342
	Iteration 18Q: 3 clusters Score -624101 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -624119.937500 Penalty: 2789.225342
	Iteration 19Q: 3 clusters Score -624119.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -624133.437500 Penalty: 2789.225342
	Iteration 20F: 3 clusters Score -624133.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -624144.125000 Penalty: 2789.225342
	Iteration 21Q: 3 clusters Score -624144.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -624157.437500 Penalty: 2789.225342
	Iteration 22Q: 3 clusters Score -624157.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -624170.312500 Penalty: 2789.225342
	Iteration 23Q: 3 clusters Score -624170.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -624185.937500 Penalty: 2789.225342
	Iteration 24Q: 3 clusters Score -624185.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -624195.625000 Penalty: 2789.225342
	Iteration 25Q: 3 clusters Score -624195.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -624203.812500 Penalty: 2789.225342
	Iteration 26Q: 3 clusters Score -624203.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -624208.812500 Penalty: 2789.225342
	Iteration 27Q: 3 clusters Score -624208.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -624213.687500 Penalty: 2789.225342
	Iteration 28Q: 3 clusters Score -624213.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -624218.125000 Penalty: 2789.225342
	Iteration 29Q: 3 clusters Score -624218.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -624223.937500 Penalty: 2789.225342
	Iteration 30Q: 3 clusters Score -624223.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -624228.937500 Penalty: 2789.225342
	Iteration 31Q: 3 clusters Score -624228.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -624230.687500 Penalty: 2789.225342
	Iteration 32Q: 3 clusters Score -624230.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -624234.562500 Penalty: 2789.225342
	Iteration 33Q: 3 clusters Score -624234.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -624237.562500 Penalty: 2789.225342
	Iteration 34Q: 3 clusters Score -624237.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -624238.812500 Penalty: 2789.225342
	Iteration 35Q: 3 clusters Score -624238.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -624241.687500 Penalty: 2789.225342
	Iteration 36Q: 3 clusters Score -624241.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -624244.312500 Penalty: 2789.225342
	Iteration 37Q: 3 clusters Score -624244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -624246.687500 Penalty: 2789.225342
	Iteration 38Q: 3 clusters Score -624246.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -624249.187500 Penalty: 2789.225342
	Iteration 39Q: 3 clusters Score -624249.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -624254.625000 Penalty: 2789.225342
	Iteration 40F: 3 clusters Score -624254.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -624258.625000 Penalty: 2789.225342
	Iteration 41Q: 3 clusters Score -624258.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -624260.812500 Penalty: 2789.225342
	Iteration 42Q: 3 clusters Score -624260.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -624263.000000 Penalty: 2789.225342
	Iteration 43Q: 3 clusters Score -624263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -624264.750000 Penalty: 2789.225342
	Iteration 44Q: 3 clusters Score -624264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -624266.562500 Penalty: 2789.225342
	Iteration 45Q: 3 clusters Score -624266.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -624267.562500 Penalty: 2789.225342
	Iteration 46Q: 3 clusters Score -624267.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -624270.562500 Penalty: 2789.225342
	Iteration 47Q: 3 clusters Score -624270.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -624274.562500 Penalty: 2789.225342
	Iteration 48Q: 3 clusters Score -624274.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -624275.937500 Penalty: 2789.225342
	Iteration 49Q: 3 clusters Score -624275.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -624278.562500 Penalty: 2789.225342
	Iteration 50Q: 3 clusters Score -624278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -624279.000000 Penalty: 2789.225342
	Iteration 51Q: 3 clusters Score -624279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -624279.875000 Penalty: 2789.225342
	Iteration 52Q: 3 clusters Score -624279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -624281.437500 Penalty: 2789.225342
	Iteration 53Q: 3 clusters Score -624281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -624281.500000 Penalty: 2789.225342
	Iteration 54Q: 3 clusters Score -624281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -624281.875000 Penalty: 2789.225342
	Iteration 55Q: 3 clusters Score -624281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -624281.875000 Penalty: 2789.225342
	Iteration 56F: 3 clusters Score -624281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119334 members 
Entering Unmasked Estep 
Score: -13959992.000000 Penalty: 1899.573364
	Iteration 0F: 2 clusters Score -1.395999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -13888571.000000 Penalty: 3799.146729
	Iteration 0F: 3 clusters Score -1.388857e+07 nChanged 57181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -13922509.000000 Penalty: 3799.146729
	Iteration 1F: 3 clusters Score -1.392251e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -13923871.000000 Penalty: 3799.146729
	Iteration 2Q: 3 clusters Score -1.392387e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -13926300.000000 Penalty: 3799.146729
	Iteration 3Q: 3 clusters Score -1.39263e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -13929987.000000 Penalty: 3799.146729
	Iteration 4F: 3 clusters Score -1.392999e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -13935512.000000 Penalty: 3799.146729
	Iteration 5F: 3 clusters Score -1.393551e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -13942725.000000 Penalty: 3799.146729
	Iteration 6F: 3 clusters Score -1.394272e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -13948837.000000 Penalty: 3799.146729
	Iteration 7F: 3 clusters Score -1.394884e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -13951897.000000 Penalty: 3799.146729
	Iteration 8F: 3 clusters Score -1.39519e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -13953114.000000 Penalty: 3799.146729
	Iteration 9Q: 3 clusters Score -1.395311e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -13953868.000000 Penalty: 3799.146729
	Iteration 10Q: 3 clusters Score -1.395387e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
Score: -13954524.000000 Penalty: 3799.146729
	Iteration 11Q: 3 clusters Score -1.395452e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -13955223.000000 Penalty: 3799.146729
	Iteration 12Q: 3 clusters Score -1.395522e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -13955825.000000 Penalty: 3799.146729
	Iteration 13Q: 3 clusters Score -1.395582e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -13956482.000000 Penalty: 3799.146729
	Iteration 14Q: 3 clusters Score -1.395648e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -13957030.000000 Penalty: 3799.146729
	Iteration 15Q: 3 clusters Score -1.395703e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -13957524.000000 Penalty: 3799.146729
	Iteration 16Q: 3 clusters Score -1.395752e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -13958061.000000 Penalty: 3799.146729
	Iteration 17Q: 3 clusters Score -1.395806e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -13958435.000000 Penalty: 3799.146729
	Iteration 18Q: 3 clusters Score -1.395844e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -13958883.000000 Penalty: 3799.146729
	Iteration 19Q: 3 clusters Score -1.395888e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -13959185.000000 Penalty: 3799.146729
	Iteration 20F: 3 clusters Score -1.395918e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -13959347.000000 Penalty: 3799.146729
	Iteration 21Q: 3 clusters Score -1.395935e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -13959447.000000 Penalty: 3799.146729
	Iteration 22Q: 3 clusters Score -1.395945e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 68713 members 
Entering Unmasked Estep 
Score: -13959513.000000 Penalty: 3799.146729
	Iteration 23Q: 3 clusters Score -1.395951e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -13959569.000000 Penalty: 3799.146729
	Iteration 24Q: 3 clusters Score -1.395957e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -13959657.000000 Penalty: 3799.146729
	Iteration 25Q: 3 clusters Score -1.395966e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -13959733.000000 Penalty: 3799.146729
	Iteration 26Q: 3 clusters Score -1.395973e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -13959751.000000 Penalty: 3799.146729
	Iteration 27Q: 3 clusters Score -1.395975e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -13959752.000000 Penalty: 3799.146729
	Iteration 28Q: 3 clusters Score -1.395975e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -13959749.000000 Penalty: 3799.146729
	Iteration 29Q: 3 clusters Score -1.395975e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -13959799.000000 Penalty: 3799.146729
	Iteration 30Q: 3 clusters Score -1.39598e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -13959794.000000 Penalty: 3799.146729
	Iteration 31Q: 3 clusters Score -1.395979e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -13959799.000000 Penalty: 3799.146729
	Iteration 32Q: 3 clusters Score -1.39598e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -13959855.000000 Penalty: 3799.146729
	Iteration 33Q: 3 clusters Score -1.395986e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -13959845.000000 Penalty: 3799.146729
	Iteration 34Q: 3 clusters Score -1.395984e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -13959856.000000 Penalty: 3799.146729
	Iteration 35Q: 3 clusters Score -1.395986e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -13959863.000000 Penalty: 3799.146729
	Iteration 36Q: 3 clusters Score -1.395986e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -13959866.000000 Penalty: 3799.146729
	Iteration 37Q: 3 clusters Score -1.395987e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -13959900.000000 Penalty: 3799.146729
	Iteration 38Q: 3 clusters Score -1.39599e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -13959904.000000 Penalty: 3799.146729
	Iteration 39Q: 3 clusters Score -1.39599e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -13959886.000000 Penalty: 3799.146729
	Iteration 40F: 3 clusters Score -1.395989e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -13959883.000000 Penalty: 3799.146729
	Iteration 41Q: 3 clusters Score -1.395988e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -13959854.000000 Penalty: 3799.146729
	Iteration 42Q: 3 clusters Score -1.395985e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -13959899.000000 Penalty: 3799.146729
	Iteration 43Q: 3 clusters Score -1.39599e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -13959907.000000 Penalty: 3799.146729
	Iteration 44Q: 3 clusters Score -1.395991e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -13959935.000000 Penalty: 3799.146729
	Iteration 45Q: 3 clusters Score -1.395994e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -13959940.000000 Penalty: 3799.146729
	Iteration 46Q: 3 clusters Score -1.395994e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -13959905.000000 Penalty: 3799.146729
	Iteration 47Q: 3 clusters Score -1.39599e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -13959913.000000 Penalty: 3799.146729
	Iteration 48Q: 3 clusters Score -1.395991e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 75373 members 
Entering Unmasked Estep 
Score: -13959958.000000 Penalty: 3799.146729
	Iteration 49Q: 3 clusters Score -1.395996e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -13959934.000000 Penalty: 3799.146729
	Iteration 50Q: 3 clusters Score -1.395993e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -13959947.000000 Penalty: 3799.146729
	Iteration 51Q: 3 clusters Score -1.395995e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -13959961.000000 Penalty: 3799.146729
	Iteration 52Q: 3 clusters Score -1.395996e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 76572 members 
Entering Unmasked Estep 
Score: -13960010.000000 Penalty: 3799.146729
	Iteration 53Q: 3 clusters Score -1.396001e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -13959979.000000 Penalty: 3799.146729
	Iteration 54Q: 3 clusters Score -1.395998e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -13959962.000000 Penalty: 3799.146729
	Iteration 55Q: 3 clusters Score -1.395996e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -13959984.000000 Penalty: 3799.146729
	Iteration 56Q: 3 clusters Score -1.395998e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -13960039.000000 Penalty: 3799.146729
	Iteration 57Q: 3 clusters Score -1.396004e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -13960044.000000 Penalty: 3799.146729
	Iteration 58Q: 3 clusters Score -1.396004e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -13960084.000000 Penalty: 3799.146729
	Iteration 59Q: 3 clusters Score -1.396008e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -13960128.000000 Penalty: 3799.146729
	Iteration 60F: 3 clusters Score -1.396013e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -13960150.000000 Penalty: 3799.146729
	Iteration 61Q: 3 clusters Score -1.396015e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -13960142.000000 Penalty: 3799.146729
	Iteration 62Q: 3 clusters Score -1.396014e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -13960129.000000 Penalty: 3799.146729
	Iteration 63Q: 3 clusters Score -1.396013e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -13960144.000000 Penalty: 3799.146729
	Iteration 64Q: 3 clusters Score -1.396014e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -13960119.000000 Penalty: 3799.146729
	Iteration 65Q: 3 clusters Score -1.396012e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -13960149.000000 Penalty: 3799.146729
	Iteration 66Q: 3 clusters Score -1.396015e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -13960167.000000 Penalty: 3799.146729
	Iteration 67Q: 3 clusters Score -1.396017e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -13960185.000000 Penalty: 3799.146729
	Iteration 68Q: 3 clusters Score -1.396018e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 81239 members 
Entering Unmasked Estep 
Score: -13960206.000000 Penalty: 3799.146729
	Iteration 69Q: 3 clusters Score -1.396021e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -13960214.000000 Penalty: 3799.146729
	Iteration 70Q: 3 clusters Score -1.396021e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -13960260.000000 Penalty: 3799.146729
	Iteration 71Q: 3 clusters Score -1.396026e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -13960248.000000 Penalty: 3799.146729
	Iteration 72Q: 3 clusters Score -1.396025e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 82297 members 
Entering Unmasked Estep 
Score: -13960238.000000 Penalty: 3799.146729
	Iteration 73Q: 3 clusters Score -1.396024e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 82550 members 
Entering Unmasked Estep 
Score: -13960266.000000 Penalty: 3799.146729
	Iteration 74Q: 3 clusters Score -1.396027e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -13960204.000000 Penalty: 3799.146729
	Iteration 75Q: 3 clusters Score -1.39602e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -13960203.000000 Penalty: 3799.146729
	Iteration 76Q: 3 clusters Score -1.39602e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -13960183.000000 Penalty: 3799.146729
	Iteration 77Q: 3 clusters Score -1.396018e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 83522 members 
Entering Unmasked Estep 
Score: -13960170.000000 Penalty: 3799.146729
	Iteration 78Q: 3 clusters Score -1.396017e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -13960140.000000 Penalty: 3799.146729
	Iteration 79Q: 3 clusters Score -1.396014e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -13960130.000000 Penalty: 3799.146729
	Iteration 80F: 3 clusters Score -1.396013e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -13960181.000000 Penalty: 3799.146729
	Iteration 81Q: 3 clusters Score -1.396018e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -13960173.000000 Penalty: 3799.146729
	Iteration 82Q: 3 clusters Score -1.396017e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 84707 members 
Entering Unmasked Estep 
Score: -13960162.000000 Penalty: 3799.146729
	Iteration 83Q: 3 clusters Score -1.396016e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -13960153.000000 Penalty: 3799.146729
	Iteration 84Q: 3 clusters Score -1.396015e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -13960140.000000 Penalty: 3799.146729
	Iteration 85Q: 3 clusters Score -1.396014e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -13960106.000000 Penalty: 3799.146729
	Iteration 86Q: 3 clusters Score -1.396011e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -13960089.000000 Penalty: 3799.146729
	Iteration 87Q: 3 clusters Score -1.396009e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 85702 members 
Entering Unmasked Estep 
Score: -13960077.000000 Penalty: 3799.146729
	Iteration 88Q: 3 clusters Score -1.396008e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -13960051.000000 Penalty: 3799.146729
	Iteration 89Q: 3 clusters Score -1.396005e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -13960044.000000 Penalty: 3799.146729
	Iteration 90Q: 3 clusters Score -1.396004e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -13960055.000000 Penalty: 3799.146729
	Iteration 91Q: 3 clusters Score -1.396006e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -13960082.000000 Penalty: 3799.146729
	Iteration 92Q: 3 clusters Score -1.396008e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -13960059.000000 Penalty: 3799.146729
	Iteration 93Q: 3 clusters Score -1.396006e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -13960061.000000 Penalty: 3799.146729
	Iteration 94Q: 3 clusters Score -1.396006e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -13960108.000000 Penalty: 3799.146729
	Iteration 95Q: 3 clusters Score -1.396011e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -13960126.000000 Penalty: 3799.146729
	Iteration 96Q: 3 clusters Score -1.396013e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -13960111.000000 Penalty: 3799.146729
	Iteration 97Q: 3 clusters Score -1.396011e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -13960094.000000 Penalty: 3799.146729
	Iteration 98Q: 3 clusters Score -1.396009e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 88465 members 
Entering Unmasked Estep 
Score: -13960076.000000 Penalty: 3799.146729
	Iteration 99Q: 3 clusters Score -1.396008e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -13960069.000000 Penalty: 3799.146729
	Iteration 100F: 3 clusters Score -1.396007e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -13960078.000000 Penalty: 3799.146729
	Iteration 101Q: 3 clusters Score -1.396008e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -13960121.000000 Penalty: 3799.146729
	Iteration 102Q: 3 clusters Score -1.396012e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -13960081.000000 Penalty: 3799.146729
	Iteration 103Q: 3 clusters Score -1.396008e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 89792 members 
Entering Unmasked Estep 
Score: -13960055.000000 Penalty: 3799.146729
	Iteration 104Q: 3 clusters Score -1.396006e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 90041 members 
Entering Unmasked Estep 
Score: -13960077.000000 Penalty: 3799.146729
	Iteration 105Q: 3 clusters Score -1.396008e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -13960085.000000 Penalty: 3799.146729
	Iteration 106Q: 3 clusters Score -1.396008e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -13960068.000000 Penalty: 3799.146729
	Iteration 107Q: 3 clusters Score -1.396007e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 90824 members 
Entering Unmasked Estep 
Score: -13960086.000000 Penalty: 3799.146729
	Iteration 108Q: 3 clusters Score -1.396009e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -13960088.000000 Penalty: 3799.146729
	Iteration 109Q: 3 clusters Score -1.396009e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -13960097.000000 Penalty: 3799.146729
	Iteration 110Q: 3 clusters Score -1.39601e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -13960075.000000 Penalty: 3799.146729
	Iteration 111Q: 3 clusters Score -1.396008e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -13960076.000000 Penalty: 3799.146729
	Iteration 112Q: 3 clusters Score -1.396008e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -13960046.000000 Penalty: 3799.146729
	Iteration 113Q: 3 clusters Score -1.396005e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 92343 members 
Entering Unmasked Estep 
Score: -13960080.000000 Penalty: 3799.146729
	Iteration 114Q: 3 clusters Score -1.396008e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -13960115.000000 Penalty: 3799.146729
	Iteration 115Q: 3 clusters Score -1.396012e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -13960101.000000 Penalty: 3799.146729
	Iteration 116Q: 3 clusters Score -1.39601e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -13960087.000000 Penalty: 3799.146729
	Iteration 117Q: 3 clusters Score -1.396009e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -13960050.000000 Penalty: 3799.146729
	Iteration 118Q: 3 clusters Score -1.396005e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -13960059.000000 Penalty: 3799.146729
	Iteration 119Q: 3 clusters Score -1.396006e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -13960080.000000 Penalty: 3799.146729
	Iteration 120F: 3 clusters Score -1.396008e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 93638 members 
Entering Unmasked Estep 
Score: -13960089.000000 Penalty: 3799.146729
	Iteration 121Q: 3 clusters Score -1.396009e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -13960106.000000 Penalty: 3799.146729
	Iteration 122Q: 3 clusters Score -1.396011e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -13960137.000000 Penalty: 3799.146729
	Iteration 123Q: 3 clusters Score -1.396014e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -13960151.000000 Penalty: 3799.146729
	Iteration 124Q: 3 clusters Score -1.396015e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 94317 members 
Entering Unmasked Estep 
Score: -13960181.000000 Penalty: 3799.146729
	Iteration 125Q: 3 clusters Score -1.396018e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -13960198.000000 Penalty: 3799.146729
	Iteration 126Q: 3 clusters Score -1.39602e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -13960223.000000 Penalty: 3799.146729
	Iteration 127Q: 3 clusters Score -1.396022e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -13960218.000000 Penalty: 3799.146729
	Iteration 128Q: 3 clusters Score -1.396022e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -13960224.000000 Penalty: 3799.146729
	Iteration 129Q: 3 clusters Score -1.396022e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -13960252.000000 Penalty: 3799.146729
	Iteration 130Q: 3 clusters Score -1.396025e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -13960273.000000 Penalty: 3799.146729
	Iteration 131Q: 3 clusters Score -1.396027e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -13960280.000000 Penalty: 3799.146729
	Iteration 132Q: 3 clusters Score -1.396028e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -13960276.000000 Penalty: 3799.146729
	Iteration 133Q: 3 clusters Score -1.396028e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -13960304.000000 Penalty: 3799.146729
	Iteration 134Q: 3 clusters Score -1.39603e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -13960313.000000 Penalty: 3799.146729
	Iteration 135Q: 3 clusters Score -1.396031e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -13960347.000000 Penalty: 3799.146729
	Iteration 136Q: 3 clusters Score -1.396035e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 96422 members 
Entering Unmasked Estep 
Score: -13960314.000000 Penalty: 3799.146729
	Iteration 137Q: 3 clusters Score -1.396031e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -13960300.000000 Penalty: 3799.146729
	Iteration 138Q: 3 clusters Score -1.39603e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -13960331.000000 Penalty: 3799.146729
	Iteration 139Q: 3 clusters Score -1.396033e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -13960338.000000 Penalty: 3799.146729
	Iteration 140F: 3 clusters Score -1.396034e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -13960323.000000 Penalty: 3799.146729
	Iteration 141Q: 3 clusters Score -1.396032e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -13960326.000000 Penalty: 3799.146729
	Iteration 142Q: 3 clusters Score -1.396033e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 97315 members 
Entering Unmasked Estep 
Score: -13960301.000000 Penalty: 3799.146729
	Iteration 143Q: 3 clusters Score -1.39603e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -13960330.000000 Penalty: 3799.146729
	Iteration 144Q: 3 clusters Score -1.396033e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -13960349.000000 Penalty: 3799.146729
	Iteration 145Q: 3 clusters Score -1.396035e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 97675 members 
Entering Unmasked Estep 
Score: -13960362.000000 Penalty: 3799.146729
	Iteration 146Q: 3 clusters Score -1.396036e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 97812 members 
Entering Unmasked Estep 
Score: -13960365.000000 Penalty: 3799.146729
	Iteration 147Q: 3 clusters Score -1.396036e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -13960371.000000 Penalty: 3799.146729
	Iteration 148Q: 3 clusters Score -1.396037e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -13960360.000000 Penalty: 3799.146729
	Iteration 149Q: 3 clusters Score -1.396036e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -13960335.000000 Penalty: 3799.146729
	Iteration 150Q: 3 clusters Score -1.396034e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -13960354.000000 Penalty: 3799.146729
	Iteration 151Q: 3 clusters Score -1.396035e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -13960351.000000 Penalty: 3799.146729
	Iteration 152Q: 3 clusters Score -1.396035e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -13960360.000000 Penalty: 3799.146729
	Iteration 153Q: 3 clusters Score -1.396036e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -13960390.000000 Penalty: 3799.146729
	Iteration 154Q: 3 clusters Score -1.396039e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -13960400.000000 Penalty: 3799.146729
	Iteration 155Q: 3 clusters Score -1.39604e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 98821 members 
Entering Unmasked Estep 
Score: -13960382.000000 Penalty: 3799.146729
	Iteration 156Q: 3 clusters Score -1.396038e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -13960381.000000 Penalty: 3799.146729
	Iteration 157Q: 3 clusters Score -1.396038e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -13960379.000000 Penalty: 3799.146729
	Iteration 158Q: 3 clusters Score -1.396038e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -13960411.000000 Penalty: 3799.146729
	Iteration 159Q: 3 clusters Score -1.396041e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -13960416.000000 Penalty: 3799.146729
	Iteration 160F: 3 clusters Score -1.396042e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -13960438.000000 Penalty: 3799.146729
	Iteration 161Q: 3 clusters Score -1.396044e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 99517 members 
Entering Unmasked Estep 
Score: -13960437.000000 Penalty: 3799.146729
	Iteration 162Q: 3 clusters Score -1.396044e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -13960427.000000 Penalty: 3799.146729
	Iteration 163Q: 3 clusters Score -1.396043e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 99747 members 
Entering Unmasked Estep 
Score: -13960428.000000 Penalty: 3799.146729
	Iteration 164Q: 3 clusters Score -1.396043e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 99868 members 
Entering Unmasked Estep 
Score: -13960464.000000 Penalty: 3799.146729
	Iteration 165Q: 3 clusters Score -1.396046e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 99979 members 
Entering Unmasked Estep 
Score: -13960467.000000 Penalty: 3799.146729
	Iteration 166Q: 3 clusters Score -1.396047e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -13960475.000000 Penalty: 3799.146729
	Iteration 167Q: 3 clusters Score -1.396048e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -13960475.000000 Penalty: 3799.146729
	Iteration 168Q: 3 clusters Score -1.396048e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
Score: -13960474.000000 Penalty: 3799.146729
	Iteration 169Q: 3 clusters Score -1.396047e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 100414 members 
Entering Unmasked Estep 
Score: -13960536.000000 Penalty: 3799.146729
	Iteration 170Q: 3 clusters Score -1.396054e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 100521 members 
Entering Unmasked Estep 
Score: -13960572.000000 Penalty: 3799.146729
	Iteration 171Q: 3 clusters Score -1.396057e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -13960596.000000 Penalty: 3799.146729
	Iteration 172Q: 3 clusters Score -1.39606e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -13960623.000000 Penalty: 3799.146729
	Iteration 173Q: 3 clusters Score -1.396062e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -13960634.000000 Penalty: 3799.146729
	Iteration 174Q: 3 clusters Score -1.396063e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -13960631.000000 Penalty: 3799.146729
	Iteration 175Q: 3 clusters Score -1.396063e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -13960647.000000 Penalty: 3799.146729
	Iteration 176Q: 3 clusters Score -1.396065e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -13960680.000000 Penalty: 3799.146729
	Iteration 177Q: 3 clusters Score -1.396068e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -13960702.000000 Penalty: 3799.146729
	Iteration 178Q: 3 clusters Score -1.39607e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 101362 members 
Entering Unmasked Estep 
Score: -13960750.000000 Penalty: 3799.146729
	Iteration 179Q: 3 clusters Score -1.396075e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 101440 members 
Entering Unmasked Estep 
Score: -13960783.000000 Penalty: 3799.146729
	Iteration 180F: 3 clusters Score -1.396078e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -13960840.000000 Penalty: 3799.146729
	Iteration 181Q: 3 clusters Score -1.396084e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -13960840.000000 Penalty: 3799.146729
	Iteration 182Q: 3 clusters Score -1.396084e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -13960860.000000 Penalty: 3799.146729
	Iteration 183Q: 3 clusters Score -1.396086e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -13960861.000000 Penalty: 3799.146729
	Iteration 184Q: 3 clusters Score -1.396086e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 101878 members 
Entering Unmasked Estep 
Score: -13960890.000000 Penalty: 3799.146729
	Iteration 185Q: 3 clusters Score -1.396089e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 101991 members 
Entering Unmasked Estep 
Score: -13960925.000000 Penalty: 3799.146729
	Iteration 186Q: 3 clusters Score -1.396092e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 102112 members 
Entering Unmasked Estep 
Score: -13960972.000000 Penalty: 3799.146729
	Iteration 187Q: 3 clusters Score -1.396097e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 102232 members 
Entering Unmasked Estep 
Score: -13961005.000000 Penalty: 3799.146729
	Iteration 188Q: 3 clusters Score -1.3961e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 102348 members 
Entering Unmasked Estep 
Score: -13961009.000000 Penalty: 3799.146729
	Iteration 189Q: 3 clusters Score -1.396101e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 102452 members 
Entering Unmasked Estep 
Score: -13961057.000000 Penalty: 3799.146729
	Iteration 190Q: 3 clusters Score -1.396106e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 102553 members 
Entering Unmasked Estep 
Score: -13961070.000000 Penalty: 3799.146729
	Iteration 191Q: 3 clusters Score -1.396107e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 102661 members 
Entering Unmasked Estep 
Score: -13961072.000000 Penalty: 3799.146729
	Iteration 192Q: 3 clusters Score -1.396107e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 102776 members 
Entering Unmasked Estep 
Score: -13961084.000000 Penalty: 3799.146729
	Iteration 193Q: 3 clusters Score -1.396108e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 102886 members 
Entering Unmasked Estep 
Score: -13961099.000000 Penalty: 3799.146729
	Iteration 194Q: 3 clusters Score -1.39611e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 102993 members 
Entering Unmasked Estep 
Score: -13961107.000000 Penalty: 3799.146729
	Iteration 195Q: 3 clusters Score -1.396111e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -13961152.000000 Penalty: 3799.146729
	Iteration 196Q: 3 clusters Score -1.396115e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -13961145.000000 Penalty: 3799.146729
	Iteration 197Q: 3 clusters Score -1.396114e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 103322 members 
Entering Unmasked Estep 
Score: -13961203.000000 Penalty: 3799.146729
	Iteration 198Q: 3 clusters Score -1.39612e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 103435 members 
Entering Unmasked Estep 
Score: -13961226.000000 Penalty: 3799.146729
	Iteration 199Q: 3 clusters Score -1.396123e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -13961264.000000 Penalty: 3799.146729
	Iteration 200F: 3 clusters Score -1.396126e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 103717 members 
Entering Unmasked Estep 
Score: -13961253.000000 Penalty: 3799.146729
	Iteration 201Q: 3 clusters Score -1.396125e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
Score: -13961275.000000 Penalty: 3799.146729
	Iteration 202Q: 3 clusters Score -1.396128e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 103996 members 
Entering Unmasked Estep 
Score: -13961317.000000 Penalty: 3799.146729
	Iteration 203Q: 3 clusters Score -1.396132e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -13961350.000000 Penalty: 3799.146729
	Iteration 204Q: 3 clusters Score -1.396135e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 104272 members 
Entering Unmasked Estep 
Score: -13961347.000000 Penalty: 3799.146729
	Iteration 205Q: 3 clusters Score -1.396135e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 104430 members 
Entering Unmasked Estep 
Score: -13961334.000000 Penalty: 3799.146729
	Iteration 206Q: 3 clusters Score -1.396133e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -13961332.000000 Penalty: 3799.146729
	Iteration 207Q: 3 clusters Score -1.396133e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -13961336.000000 Penalty: 3799.146729
	Iteration 208Q: 3 clusters Score -1.396134e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 104838 members 
Entering Unmasked Estep 
Score: -13961332.000000 Penalty: 3799.146729
	Iteration 209Q: 3 clusters Score -1.396133e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -13961358.000000 Penalty: 3799.146729
	Iteration 210Q: 3 clusters Score -1.396136e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 105093 members 
Entering Unmasked Estep 
Score: -13961413.000000 Penalty: 3799.146729
	Iteration 211Q: 3 clusters Score -1.396141e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -13961403.000000 Penalty: 3799.146729
	Iteration 212Q: 3 clusters Score -1.39614e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -13961421.000000 Penalty: 3799.146729
	Iteration 213Q: 3 clusters Score -1.396142e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 105455 members 
Entering Unmasked Estep 
Score: -13961451.000000 Penalty: 3799.146729
	Iteration 214Q: 3 clusters Score -1.396145e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 105576 members 
Entering Unmasked Estep 
Score: -13961473.000000 Penalty: 3799.146729
	Iteration 215Q: 3 clusters Score -1.396147e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -13961478.000000 Penalty: 3799.146729
	Iteration 216Q: 3 clusters Score -1.396148e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 105798 members 
Entering Unmasked Estep 
Score: -13961499.000000 Penalty: 3799.146729
	Iteration 217Q: 3 clusters Score -1.39615e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -13961526.000000 Penalty: 3799.146729
	Iteration 218Q: 3 clusters Score -1.396153e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 106029 members 
Entering Unmasked Estep 
Score: -13961505.000000 Penalty: 3799.146729
	Iteration 219Q: 3 clusters Score -1.39615e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -13961504.000000 Penalty: 3799.146729
	Iteration 220F: 3 clusters Score -1.39615e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 106297 members 
Entering Unmasked Estep 
Score: -13961535.000000 Penalty: 3799.146729
	Iteration 221Q: 3 clusters Score -1.396154e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -13961581.000000 Penalty: 3799.146729
	Iteration 222Q: 3 clusters Score -1.396158e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -13961601.000000 Penalty: 3799.146729
	Iteration 223Q: 3 clusters Score -1.39616e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 106705 members 
Entering Unmasked Estep 
Score: -13961657.000000 Penalty: 3799.146729
	Iteration 224Q: 3 clusters Score -1.396166e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 106833 members 
Entering Unmasked Estep 
Score: -13961673.000000 Penalty: 3799.146729
	Iteration 225Q: 3 clusters Score -1.396167e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 106947 members 
Entering Unmasked Estep 
Score: -13961670.000000 Penalty: 3799.146729
	Iteration 226Q: 3 clusters Score -1.396167e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 107058 members 
Entering Unmasked Estep 
Score: -13961713.000000 Penalty: 3799.146729
	Iteration 227Q: 3 clusters Score -1.396171e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 107160 members 
Entering Unmasked Estep 
Score: -13961722.000000 Penalty: 3799.146729
	Iteration 228Q: 3 clusters Score -1.396172e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -13961706.000000 Penalty: 3799.146729
	Iteration 229Q: 3 clusters Score -1.396171e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 107342 members 
Entering Unmasked Estep 
Score: -13961684.000000 Penalty: 3799.146729
	Iteration 230Q: 3 clusters Score -1.396168e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -13961687.000000 Penalty: 3799.146729
	Iteration 231Q: 3 clusters Score -1.396169e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 107495 members 
Entering Unmasked Estep 
Score: -13961666.000000 Penalty: 3799.146729
	Iteration 232Q: 3 clusters Score -1.396167e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -13961679.000000 Penalty: 3799.146729
	Iteration 233Q: 3 clusters Score -1.396168e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 107637 members 
Entering Unmasked Estep 
Score: -13961678.000000 Penalty: 3799.146729
	Iteration 234Q: 3 clusters Score -1.396168e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 107706 members 
Entering Unmasked Estep 
Score: -13961666.000000 Penalty: 3799.146729
	Iteration 235Q: 3 clusters Score -1.396167e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 107763 members 
Entering Unmasked Estep 
Score: -13961675.000000 Penalty: 3799.146729
	Iteration 236Q: 3 clusters Score -1.396168e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -13961651.000000 Penalty: 3799.146729
	Iteration 237Q: 3 clusters Score -1.396165e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 107854 members 
Entering Unmasked Estep 
Score: -13961632.000000 Penalty: 3799.146729
	Iteration 238Q: 3 clusters Score -1.396163e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 107906 members 
Entering Unmasked Estep 
Score: -13961631.000000 Penalty: 3799.146729
	Iteration 239Q: 3 clusters Score -1.396163e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 107951 members 
Entering Unmasked Estep 
Score: -13961626.000000 Penalty: 3799.146729
	Iteration 240F: 3 clusters Score -1.396163e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 107994 members 
Entering Unmasked Estep 
Score: -13961657.000000 Penalty: 3799.146729
	Iteration 241Q: 3 clusters Score -1.396166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 108031 members 
Entering Unmasked Estep 
Score: -13961651.000000 Penalty: 3799.146729
	Iteration 242Q: 3 clusters Score -1.396165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 108052 members 
Entering Unmasked Estep 
Score: -13961639.000000 Penalty: 3799.146729
	Iteration 243Q: 3 clusters Score -1.396164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 108068 members 
Entering Unmasked Estep 
Score: -13961650.000000 Penalty: 3799.146729
	Iteration 244Q: 3 clusters Score -1.396165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 108084 members 
Entering Unmasked Estep 
Score: -13961649.000000 Penalty: 3799.146729
	Iteration 245Q: 3 clusters Score -1.396165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 108101 members 
Entering Unmasked Estep 
Score: -13961634.000000 Penalty: 3799.146729
	Iteration 246Q: 3 clusters Score -1.396163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 108110 members 
Entering Unmasked Estep 
Score: -13961638.000000 Penalty: 3799.146729
	Iteration 247Q: 3 clusters Score -1.396164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -13961634.000000 Penalty: 3799.146729
	Iteration 248Q: 3 clusters Score -1.396163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 108128 members 
Entering Unmasked Estep 
Score: -13961627.000000 Penalty: 3799.146729
	Iteration 249Q: 3 clusters Score -1.396163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 108131 members 
Entering Unmasked Estep 
Score: -13961628.000000 Penalty: 3799.146729
	Iteration 250Q: 3 clusters Score -1.396163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 108137 members 
Entering Unmasked Estep 
Score: -13961633.000000 Penalty: 3799.146729
	Iteration 251Q: 3 clusters Score -1.396163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 108143 members 
Entering Unmasked Estep 
Score: -13961638.000000 Penalty: 3799.146729
	Iteration 252Q: 3 clusters Score -1.396164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -13961626.000000 Penalty: 3799.146729
	Iteration 253Q: 3 clusters Score -1.396163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 108155 members 
Entering Unmasked Estep 
Score: -13961626.000000 Penalty: 3799.146729
	Iteration 254Q: 3 clusters Score -1.396163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 108158 members 
Entering Unmasked Estep 
Score: -13961625.000000 Penalty: 3799.146729
	Iteration 255Q: 3 clusters Score -1.396162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 108162 members 
Entering Unmasked Estep 
Score: -13961621.000000 Penalty: 3799.146729
	Iteration 256Q: 3 clusters Score -1.396162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 108164 members 
Entering Unmasked Estep 
Score: -13961617.000000 Penalty: 3799.146729
	Iteration 257Q: 3 clusters Score -1.396162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 108164 members 
Entering Unmasked Estep 
Score: -13961617.000000 Penalty: 3799.146729
	Iteration 258F: 3 clusters Score -1.396162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 11170 members 
Mstep: Class 5 contains 2757 members 
Mstep: Class 6 contains 66033 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 86521 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 15550 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 151 members 
Mstep: Class 14 contains 31866 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6378 members 
Mstep: Class 20 contains 106412 members 
Mstep: Class 21 contains 117917 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 116192 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 8891 members 
Mstep: Class 26 contains 11793 members 
Mstep: Class 27 contains 108164 members 
Entering Unmasked Estep 
Score: -86190032.000000 Penalty: 59407.906250
Splitting cluster 4 changes total score from -86187544.000000 to -86190032.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 5 (2757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Entering Unmasked Estep 
Score: -297980.093750 Penalty: 1287.308472
	Iteration 0F: 2 clusters Score -297980.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -295529.968750 Penalty: 2574.616943
	Iteration 0F: 3 clusters Score -295530 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -296698.312500 Penalty: 2574.616943
	Iteration 1F: 3 clusters Score -296698.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -297628.875000 Penalty: 2574.616943
	Iteration 2F: 3 clusters Score -297628.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -298477.000000 Penalty: 2574.616943
	Iteration 3F: 3 clusters Score -298477 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -298856.187500 Penalty: 2574.616943
	Iteration 4F: 3 clusters Score -298856.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -299045.687500 Penalty: 2574.616943
	Iteration 5Q: 3 clusters Score -299045.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -299102.312500 Penalty: 2574.616943
	Iteration 6Q: 3 clusters Score -299102.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -299129.812500 Penalty: 2574.616943
	Iteration 7Q: 3 clusters Score -299129.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -299141.156250 Penalty: 2574.616943
	Iteration 8Q: 3 clusters Score -299141.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -299151.093750 Penalty: 2574.616943
	Iteration 9Q: 3 clusters Score -299151.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -299153.781250 Penalty: 2574.616943
	Iteration 10Q: 3 clusters Score -299153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -299155.656250 Penalty: 2574.616943
	Iteration 11Q: 3 clusters Score -299155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -299155.562500 Penalty: 2574.616943
	Iteration 12Q: 3 clusters Score -299155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -299155.562500 Penalty: 2574.616943
	Iteration 13F: 3 clusters Score -299155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 11170 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 66033 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 86521 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 15550 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 151 members 
Mstep: Class 14 contains 31866 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6378 members 
Mstep: Class 20 contains 106412 members 
Mstep: Class 21 contains 117917 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 116192 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 8891 members 
Mstep: Class 26 contains 11793 members 
Mstep: Class 27 contains 108164 members 
Mstep: Class 28 contains 427 members 
Entering Unmasked Estep 
Score: -86190280.000000 Penalty: 61608.199219
Splitting cluster 5 changes total score from -86187544.000000 to -86190280.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 6 (66033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Entering Unmasked Estep 
Score: -7693014.500000 Penalty: 1803.410400
	Iteration 0F: 2 clusters Score -7693014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -7649106.000000 Penalty: 3606.820801
	Iteration 0F: 3 clusters Score -7649106 nChanged 31192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -7666794.000000 Penalty: 3606.820801
	Iteration 1F: 3 clusters Score -7666794 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -7667471.500000 Penalty: 3606.820801
	Iteration 2Q: 3 clusters Score -7667472 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -7668509.000000 Penalty: 3606.820801
	Iteration 3Q: 3 clusters Score -7668509 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -7670174.000000 Penalty: 3606.820801
	Iteration 4Q: 3 clusters Score -7670174 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -7672613.000000 Penalty: 3606.820801
	Iteration 5F: 3 clusters Score -7672613 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -7675830.000000 Penalty: 3606.820801
	Iteration 6F: 3 clusters Score -7675830 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -7679546.500000 Penalty: 3606.820801
	Iteration 7F: 3 clusters Score -7679546 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -7683315.500000 Penalty: 3606.820801
	Iteration 8F: 3 clusters Score -7683316 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -7686348.500000 Penalty: 3606.820801
	Iteration 9F: 3 clusters Score -7686348 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -7688466.000000 Penalty: 3606.820801
	Iteration 10Q: 3 clusters Score -7688466 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -7689784.000000 Penalty: 3606.820801
	Iteration 11Q: 3 clusters Score -7689784 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -7690471.000000 Penalty: 3606.820801
	Iteration 12Q: 3 clusters Score -7690471 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -7690866.500000 Penalty: 3606.820801
	Iteration 13Q: 3 clusters Score -7690866 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -7691076.500000 Penalty: 3606.820801
	Iteration 14Q: 3 clusters Score -7691076 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -7691220.000000 Penalty: 3606.820801
	Iteration 15Q: 3 clusters Score -7691220 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -7691302.500000 Penalty: 3606.820801
	Iteration 16Q: 3 clusters Score -7691302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -7691359.500000 Penalty: 3606.820801
	Iteration 17Q: 3 clusters Score -7691360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -7691394.000000 Penalty: 3606.820801
	Iteration 18Q: 3 clusters Score -7691394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -7691413.500000 Penalty: 3606.820801
	Iteration 19Q: 3 clusters Score -7691414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -7691428.000000 Penalty: 3606.820801
	Iteration 20F: 3 clusters Score -7691428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -7691436.500000 Penalty: 3606.820801
	Iteration 21Q: 3 clusters Score -7691436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -7691435.500000 Penalty: 3606.820801
	Iteration 22Q: 3 clusters Score -7691436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -7691441.500000 Penalty: 3606.820801
	Iteration 23Q: 3 clusters Score -7691442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -7691440.000000 Penalty: 3606.820801
	Iteration 24Q: 3 clusters Score -7691440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -7691443.000000 Penalty: 3606.820801
	Iteration 25Q: 3 clusters Score -7691443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -7691445.500000 Penalty: 3606.820801
	Iteration 26Q: 3 clusters Score -7691446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -7691453.000000 Penalty: 3606.820801
	Iteration 27Q: 3 clusters Score -7691453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -7691451.000000 Penalty: 3606.820801
	Iteration 28Q: 3 clusters Score -7691451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -7691456.000000 Penalty: 3606.820801
	Iteration 29Q: 3 clusters Score -7691456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -7691453.000000 Penalty: 3606.820801
	Iteration 30Q: 3 clusters Score -7691453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -7691460.000000 Penalty: 3606.820801
	Iteration 31Q: 3 clusters Score -7691460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -7691459.500000 Penalty: 3606.820801
	Iteration 32Q: 3 clusters Score -7691460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -7691464.000000 Penalty: 3606.820801
	Iteration 33Q: 3 clusters Score -7691464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -7691469.500000 Penalty: 3606.820801
	Iteration 34Q: 3 clusters Score -7691470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -7691471.500000 Penalty: 3606.820801
	Iteration 35Q: 3 clusters Score -7691472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -7691472.000000 Penalty: 3606.820801
	Iteration 36Q: 3 clusters Score -7691472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -7691475.000000 Penalty: 3606.820801
	Iteration 37Q: 3 clusters Score -7691475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -7691480.000000 Penalty: 3606.820801
	Iteration 38Q: 3 clusters Score -7691480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -7691485.500000 Penalty: 3606.820801
	Iteration 39Q: 3 clusters Score -7691486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -7691485.500000 Penalty: 3606.820801
	Iteration 40F: 3 clusters Score -7691486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -160008.187500 Penalty: 1176.022095
	Iteration 0F: 2 clusters Score -160008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -158284.781250 Penalty: 2352.044189
	Iteration 0F: 3 clusters Score -158284.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -158627.453125 Penalty: 2352.044189
	Iteration 1F: 3 clusters Score -158627.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158719.812500 Penalty: 2352.044189
	Iteration 2F: 3 clusters Score -158719.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158771.078125 Penalty: 2352.044189
	Iteration 3Q: 3 clusters Score -158771.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158805.546875 Penalty: 2352.044189
	Iteration 4Q: 3 clusters Score -158805.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -158829.375000 Penalty: 2352.044189
	Iteration 5Q: 3 clusters Score -158829.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -158843.171875 Penalty: 2352.044189
	Iteration 6Q: 3 clusters Score -158843.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -158853.687500 Penalty: 2352.044189
	Iteration 7Q: 3 clusters Score -158853.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -158860.421875 Penalty: 2352.044189
	Iteration 8Q: 3 clusters Score -158860.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -158867.171875 Penalty: 2352.044189
	Iteration 9Q: 3 clusters Score -158867.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -158875.140625 Penalty: 2352.044189
	Iteration 10Q: 3 clusters Score -158875.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158882.781250 Penalty: 2352.044189
	Iteration 11Q: 3 clusters Score -158882.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -158887.218750 Penalty: 2352.044189
	Iteration 12Q: 3 clusters Score -158887.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -158892.140625 Penalty: 2352.044189
	Iteration 13Q: 3 clusters Score -158892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -158894.906250 Penalty: 2352.044189
	Iteration 14Q: 3 clusters Score -158894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -158896.531250 Penalty: 2352.044189
	Iteration 15Q: 3 clusters Score -158896.5 nChanged 1
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: -158897.343750 Penalty: 2352.044189
	Iteration 16Q: 3 clusters Score -158897.3 nChanged 0
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: -158897.343750 Penalty: 2352.044189
	Iteration 17F: 3 clusters Score -158897.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (86521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Entering Unmasked Estep 
Score: -10003406.000000 Penalty: 1847.323120
	Iteration 0F: 2 clusters Score -1.000341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -9946320.000000 Penalty: 3694.646240
	Iteration 0F: 3 clusters Score -9946320 nChanged 41207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -9970955.000000 Penalty: 3694.646240
	Iteration 1F: 3 clusters Score -9970955 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -9971972.000000 Penalty: 3694.646240
	Iteration 2Q: 3 clusters Score -9971972 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -9973422.000000 Penalty: 3694.646240
	Iteration 3Q: 3 clusters Score -9973422 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -9975749.000000 Penalty: 3694.646240
	Iteration 4F: 3 clusters Score -9975749 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -9979508.000000 Penalty: 3694.646240
	Iteration 5F: 3 clusters Score -9979508 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -9984846.000000 Penalty: 3694.646240
	Iteration 6F: 3 clusters Score -9984846 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -9990889.000000 Penalty: 3694.646240
	Iteration 7F: 3 clusters Score -9990889 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78924 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -9996263.000000 Penalty: 3694.646240
	Iteration 8F: 3 clusters Score -9996263 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -9999280.000000 Penalty: 3694.646240
	Iteration 9Q: 3 clusters Score -9999280 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -10000824.000000 Penalty: 3694.646240
	Iteration 10Q: 3 clusters Score -1.000082e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10001480.000000 Penalty: 3694.646240
	Iteration 11Q: 3 clusters Score -1.000148e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10001759.000000 Penalty: 3694.646240
	Iteration 12Q: 3 clusters Score -1.000176e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10001901.000000 Penalty: 3694.646240
	Iteration 13Q: 3 clusters Score -1.00019e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85810 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10001980.000000 Penalty: 3694.646240
	Iteration 14Q: 3 clusters Score -1.000198e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10002009.000000 Penalty: 3694.646240
	Iteration 15Q: 3 clusters Score -1.000201e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10002026.000000 Penalty: 3694.646240
	Iteration 16Q: 3 clusters Score -1.000203e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10002026.000000 Penalty: 3694.646240
	Iteration 17Q: 3 clusters Score -1.000203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10002034.000000 Penalty: 3694.646240
	Iteration 18Q: 3 clusters Score -1.000203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10002050.000000 Penalty: 3694.646240
	Iteration 19Q: 3 clusters Score -1.000205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10002063.000000 Penalty: 3694.646240
	Iteration 20F: 3 clusters Score -1.000206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10002062.000000 Penalty: 3694.646240
	Iteration 21Q: 3 clusters Score -1.000206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10002065.000000 Penalty: 3694.646240
	Iteration 22Q: 3 clusters Score -1.000206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10002060.000000 Penalty: 3694.646240
	Iteration 23Q: 3 clusters Score -1.000206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10002065.000000 Penalty: 3694.646240
	Iteration 24Q: 3 clusters Score -1.000206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10002072.000000 Penalty: 3694.646240
	Iteration 25Q: 3 clusters Score -1.000207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10002070.000000 Penalty: 3694.646240
	Iteration 26Q: 3 clusters Score -1.000207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10002075.000000 Penalty: 3694.646240
	Iteration 27Q: 3 clusters Score -1.000208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10002072.000000 Penalty: 3694.646240
	Iteration 28Q: 3 clusters Score -1.000207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10002072.000000 Penalty: 3694.646240
	Iteration 29Q: 3 clusters Score -1.000207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10002077.000000 Penalty: 3694.646240
	Iteration 30Q: 3 clusters Score -1.000208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85926 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10002072.000000 Penalty: 3694.646240
	Iteration 31Q: 3 clusters Score -1.000207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10002063.000000 Penalty: 3694.646240
	Iteration 32Q: 3 clusters Score -1.000206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10002071.000000 Penalty: 3694.646240
	Iteration 33Q: 3 clusters Score -1.000207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10002072.000000 Penalty: 3694.646240
	Iteration 34Q: 3 clusters Score -1.000207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10002079.000000 Penalty: 3694.646240
	Iteration 35Q: 3 clusters Score -1.000208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10002079.000000 Penalty: 3694.646240
	Iteration 36F: 3 clusters Score -1.000208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -42099.863281 Penalty: 980.765747
	Iteration 0F: 2 clusters Score -42099.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41185.316406 Penalty: 1961.531494
	Iteration 0F: 3 clusters Score -41185.32 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41431.292969 Penalty: 1961.531494
	Iteration 1F: 3 clusters Score -41431.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41547.574219 Penalty: 1961.531494
	Iteration 2F: 3 clusters Score -41547.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41647.519531 Penalty: 1961.531494
	Iteration 3F: 3 clusters Score -41647.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41727.921875 Penalty: 1961.531494
	Iteration 4F: 3 clusters Score -41727.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -41770.628906 Penalty: 1961.531494
	Iteration 5Q: 3 clusters Score -41770.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -41803.925781 Penalty: 1961.531494
	Iteration 6Q: 3 clusters Score -41803.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41834.328125 Penalty: 1961.531494
	Iteration 7Q: 3 clusters Score -41834.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41847.863281 Penalty: 1961.531494
	Iteration 8Q: 3 clusters Score -41847.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41863.019531 Penalty: 1961.531494
	Iteration 9Q: 3 clusters Score -41863.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41876.214844 Penalty: 1961.531494
	Iteration 10Q: 3 clusters Score -41876.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41884.070312 Penalty: 1961.531494
	Iteration 11Q: 3 clusters Score -41884.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41887.503906 Penalty: 1961.531494
	Iteration 12Q: 3 clusters Score -41887.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41887.503906 Penalty: 1961.531494
	Iteration 13F: 3 clusters Score -41887.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Entering Unmasked Estep 
Score: -753962.687500 Penalty: 1428.196045
	Iteration 0F: 2 clusters Score -753962.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -748999.250000 Penalty: 2856.392090
	Iteration 0F: 3 clusters Score -748999.2 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -750455.375000 Penalty: 2856.392090
	Iteration 1F: 3 clusters Score -750455.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -750676.562500 Penalty: 2856.392090
	Iteration 2F: 3 clusters Score -750676.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -750842.562500 Penalty: 2856.392090
	Iteration 3F: 3 clusters Score -750842.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -750974.125000 Penalty: 2856.392090
	Iteration 4Q: 3 clusters Score -750974.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -751088.312500 Penalty: 2856.392090
	Iteration 5Q: 3 clusters Score -751088.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -751203.687500 Penalty: 2856.392090
	Iteration 6Q: 3 clusters Score -751203.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -751316.812500 Penalty: 2856.392090
	Iteration 7Q: 3 clusters Score -751316.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -751440.312500 Penalty: 2856.392090
	Iteration 8Q: 3 clusters Score -751440.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -751583.437500 Penalty: 2856.392090
	Iteration 9Q: 3 clusters Score -751583.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -751744.312500 Penalty: 2856.392090
	Iteration 10Q: 3 clusters Score -751744.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -751911.375000 Penalty: 2856.392090
	Iteration 11Q: 3 clusters Score -751911.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -752058.125000 Penalty: 2856.392090
	Iteration 12Q: 3 clusters Score -752058.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -752195.312500 Penalty: 2856.392090
	Iteration 13Q: 3 clusters Score -752195.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -752326.500000 Penalty: 2856.392090
	Iteration 14Q: 3 clusters Score -752326.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -752442.000000 Penalty: 2856.392090
	Iteration 15Q: 3 clusters Score -752442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -752533.437500 Penalty: 2856.392090
	Iteration 16Q: 3 clusters Score -752533.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -752618.875000 Penalty: 2856.392090
	Iteration 17Q: 3 clusters Score -752618.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -752683.250000 Penalty: 2856.392090
	Iteration 18Q: 3 clusters Score -752683.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -752730.875000 Penalty: 2856.392090
	Iteration 19Q: 3 clusters Score -752730.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -752771.062500 Penalty: 2856.392090
	Iteration 20F: 3 clusters Score -752771.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -752810.812500 Penalty: 2856.392090
	Iteration 21Q: 3 clusters Score -752810.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -752841.687500 Penalty: 2856.392090
	Iteration 22Q: 3 clusters Score -752841.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -752864.687500 Penalty: 2856.392090
	Iteration 23Q: 3 clusters Score -752864.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -752879.812500 Penalty: 2856.392090
	Iteration 24Q: 3 clusters Score -752879.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -752887.500000 Penalty: 2856.392090
	Iteration 25Q: 3 clusters Score -752887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -752892.375000 Penalty: 2856.392090
	Iteration 26Q: 3 clusters Score -752892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -752896.312500 Penalty: 2856.392090
	Iteration 27Q: 3 clusters Score -752896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -752897.000000 Penalty: 2856.392090
	Iteration 28Q: 3 clusters Score -752897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -752898.250000 Penalty: 2856.392090
	Iteration 29Q: 3 clusters Score -752898.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -752898.250000 Penalty: 2856.392090
	Iteration 30F: 3 clusters Score -752898.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Entering Unmasked Estep 
Score: -1810149.875000 Penalty: 1568.420166
	Iteration 0F: 2 clusters Score -1810150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1799358.250000 Penalty: 3136.840332
	Iteration 0F: 3 clusters Score -1799358 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1803123.250000 Penalty: 3136.840332
	Iteration 1F: 3 clusters Score -1803123 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1803418.625000 Penalty: 3136.840332
	Iteration 2F: 3 clusters Score -1803419 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1803679.250000 Penalty: 3136.840332
	Iteration 3Q: 3 clusters Score -1803679 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1803946.000000 Penalty: 3136.840332
	Iteration 4Q: 3 clusters Score -1803946 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1804240.625000 Penalty: 3136.840332
	Iteration 5Q: 3 clusters Score -1804241 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1804607.625000 Penalty: 3136.840332
	Iteration 6Q: 3 clusters Score -1804608 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1805058.125000 Penalty: 3136.840332
	Iteration 7Q: 3 clusters Score -1805058 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1805599.625000 Penalty: 3136.840332
	Iteration 8F: 3 clusters Score -1805600 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1806220.750000 Penalty: 3136.840332
	Iteration 9F: 3 clusters Score -1806221 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1806907.125000 Penalty: 3136.840332
	Iteration 10F: 3 clusters Score -1806907 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1807503.500000 Penalty: 3136.840332
	Iteration 11Q: 3 clusters Score -1807504 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1807967.750000 Penalty: 3136.840332
	Iteration 12Q: 3 clusters Score -1807968 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1808307.125000 Penalty: 3136.840332
	Iteration 13Q: 3 clusters Score -1808307 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1808496.125000 Penalty: 3136.840332
	Iteration 14Q: 3 clusters Score -1808496 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1808605.000000 Penalty: 3136.840332
	Iteration 15Q: 3 clusters Score -1808605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1808671.750000 Penalty: 3136.840332
	Iteration 16Q: 3 clusters Score -1808672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1808725.000000 Penalty: 3136.840332
	Iteration 17Q: 3 clusters Score -1808725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1808759.375000 Penalty: 3136.840332
	Iteration 18Q: 3 clusters Score -1808759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1808770.625000 Penalty: 3136.840332
	Iteration 19Q: 3 clusters Score -1808771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1808775.250000 Penalty: 3136.840332
	Iteration 20F: 3 clusters Score -1808775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1808781.375000 Penalty: 3136.840332
	Iteration 21Q: 3 clusters Score -1808781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1808787.250000 Penalty: 3136.840332
	Iteration 22Q: 3 clusters Score -1808787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1808792.000000 Penalty: 3136.840332
	Iteration 23Q: 3 clusters Score -1808792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1808795.875000 Penalty: 3136.840332
	Iteration 24Q: 3 clusters Score -1808796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1808803.125000 Penalty: 3136.840332
	Iteration 25Q: 3 clusters Score -1808803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1808803.375000 Penalty: 3136.840332
	Iteration 26Q: 3 clusters Score -1808803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1808808.250000 Penalty: 3136.840332
	Iteration 27Q: 3 clusters Score -1808808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1808808.250000 Penalty: 3136.840332
	Iteration 28F: 3 clusters Score -1808808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -268806.812500 Penalty: 1262.317871
	Iteration 0F: 2 clusters Score -268806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -266497.187500 Penalty: 2524.635742
	Iteration 0F: 3 clusters Score -266497.2 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -267085.468750 Penalty: 2524.635742
	Iteration 1F: 3 clusters Score -267085.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -267310.468750 Penalty: 2524.635742
	Iteration 2F: 3 clusters Score -267310.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -267498.718750 Penalty: 2524.635742
	Iteration 3F: 3 clusters Score -267498.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -267713.875000 Penalty: 2524.635742
	Iteration 4F: 3 clusters Score -267713.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -267977.531250 Penalty: 2524.635742
	Iteration 5F: 3 clusters Score -267977.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -268266.562500 Penalty: 2524.635742
	Iteration 6F: 3 clusters Score -268266.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -268446.562500 Penalty: 2524.635742
	Iteration 7F: 3 clusters Score -268446.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -268529.531250 Penalty: 2524.635742
	Iteration 8Q: 3 clusters Score -268529.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -268578.625000 Penalty: 2524.635742
	Iteration 9Q: 3 clusters Score -268578.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -268606.937500 Penalty: 2524.635742
	Iteration 10Q: 3 clusters Score -268606.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -268618.718750 Penalty: 2524.635742
	Iteration 11Q: 3 clusters Score -268618.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -268627.343750 Penalty: 2524.635742
	Iteration 12Q: 3 clusters Score -268627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -268629.656250 Penalty: 2524.635742
	Iteration 13Q: 3 clusters Score -268629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -268630.343750 Penalty: 2524.635742
	Iteration 14Q: 3 clusters Score -268630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -268632.000000 Penalty: 2524.635742
	Iteration 15Q: 3 clusters Score -268632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -268633.406250 Penalty: 2524.635742
	Iteration 16Q: 3 clusters Score -268633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -268633.500000 Penalty: 2524.635742
	Iteration 17Q: 3 clusters Score -268633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -268634.156250 Penalty: 2524.635742
	Iteration 18Q: 3 clusters Score -268634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -268634.156250 Penalty: 2524.635742
	Iteration 19F: 3 clusters Score -268634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Entering Unmasked Estep 
Score: -3692166.000000 Penalty: 1685.010498
	Iteration 0F: 2 clusters Score -3692166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3670648.250000 Penalty: 3370.020996
	Iteration 0F: 3 clusters Score -3670648 nChanged 14833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3679201.250000 Penalty: 3370.020996
	Iteration 1F: 3 clusters Score -3679201 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3679906.500000 Penalty: 3370.020996
	Iteration 2F: 3 clusters Score -3679906 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3680822.000000 Penalty: 3370.020996
	Iteration 3F: 3 clusters Score -3680822 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -3682258.750000 Penalty: 3370.020996
	Iteration 4F: 3 clusters Score -3682259 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3684259.500000 Penalty: 3370.020996
	Iteration 5F: 3 clusters Score -3684260 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3686744.500000 Penalty: 3370.020996
	Iteration 6F: 3 clusters Score -3686744 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -3688785.000000 Penalty: 3370.020996
	Iteration 7F: 3 clusters Score -3688785 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -3690049.000000 Penalty: 3370.020996
	Iteration 8Q: 3 clusters Score -3690049 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -3690574.500000 Penalty: 3370.020996
	Iteration 9Q: 3 clusters Score -3690574 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -3690837.000000 Penalty: 3370.020996
	Iteration 10Q: 3 clusters Score -3690837 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -3690963.500000 Penalty: 3370.020996
	Iteration 11Q: 3 clusters Score -3690964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -3691028.750000 Penalty: 3370.020996
	Iteration 12Q: 3 clusters Score -3691029 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -3691067.250000 Penalty: 3370.020996
	Iteration 13Q: 3 clusters Score -3691067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -3691088.000000 Penalty: 3370.020996
	Iteration 14Q: 3 clusters Score -3691088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -3691119.750000 Penalty: 3370.020996
	Iteration 15Q: 3 clusters Score -3691120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3691143.250000 Penalty: 3370.020996
	Iteration 16Q: 3 clusters Score -3691143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -3691161.750000 Penalty: 3370.020996
	Iteration 17Q: 3 clusters Score -3691162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3691170.250000 Penalty: 3370.020996
	Iteration 18Q: 3 clusters Score -3691170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3691178.500000 Penalty: 3370.020996
	Iteration 19Q: 3 clusters Score -3691178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -3691189.250000 Penalty: 3370.020996
	Iteration 20F: 3 clusters Score -3691189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3691192.750000 Penalty: 3370.020996
	Iteration 21Q: 3 clusters Score -3691193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3691196.500000 Penalty: 3370.020996
	Iteration 22Q: 3 clusters Score -3691196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3691197.000000 Penalty: 3370.020996
	Iteration 23Q: 3 clusters Score -3691197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3691203.500000 Penalty: 3370.020996
	Iteration 24Q: 3 clusters Score -3691204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3691203.500000 Penalty: 3370.020996
	Iteration 25F: 3 clusters Score -3691204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -431637.000000 Penalty: 1345.450806
	Iteration 0F: 2 clusters Score -431637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -428343.906250 Penalty: 2690.901611
	Iteration 0F: 3 clusters Score -428343.9 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -429167.187500 Penalty: 2690.901611
	Iteration 1F: 3 clusters Score -429167.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -429337.750000 Penalty: 2690.901611
	Iteration 2F: 3 clusters Score -429337.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -429456.062500 Penalty: 2690.901611
	Iteration 3F: 3 clusters Score -429456.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -429577.125000 Penalty: 2690.901611
	Iteration 4F: 3 clusters Score -429577.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -429664.000000 Penalty: 2690.901611
	Iteration 5Q: 3 clusters Score -429664 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -429740.562500 Penalty: 2690.901611
	Iteration 6Q: 3 clusters Score -429740.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -429811.031250 Penalty: 2690.901611
	Iteration 7Q: 3 clusters Score -429811 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -429882.625000 Penalty: 2690.901611
	Iteration 8Q: 3 clusters Score -429882.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -429962.875000 Penalty: 2690.901611
	Iteration 9Q: 3 clusters Score -429962.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -430049.937500 Penalty: 2690.901611
	Iteration 10Q: 3 clusters Score -430049.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -430138.937500 Penalty: 2690.901611
	Iteration 11Q: 3 clusters Score -430138.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -430219.468750 Penalty: 2690.901611
	Iteration 12Q: 3 clusters Score -430219.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -430292.281250 Penalty: 2690.901611
	Iteration 13Q: 3 clusters Score -430292.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -430358.156250 Penalty: 2690.901611
	Iteration 14Q: 3 clusters Score -430358.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -430416.906250 Penalty: 2690.901611
	Iteration 15Q: 3 clusters Score -430416.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -430464.281250 Penalty: 2690.901611
	Iteration 16Q: 3 clusters Score -430464.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -430515.000000 Penalty: 2690.901611
	Iteration 17Q: 3 clusters Score -430515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -430551.500000 Penalty: 2690.901611
	Iteration 18Q: 3 clusters Score -430551.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -430580.250000 Penalty: 2690.901611
	Iteration 19Q: 3 clusters Score -430580.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -430607.906250 Penalty: 2690.901611
	Iteration 20F: 3 clusters Score -430607.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -430635.062500 Penalty: 2690.901611
	Iteration 21Q: 3 clusters Score -430635.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -430651.187500 Penalty: 2690.901611
	Iteration 22Q: 3 clusters Score -430651.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -430657.218750 Penalty: 2690.901611
	Iteration 23Q: 3 clusters Score -430657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -430658.656250 Penalty: 2690.901611
	Iteration 24Q: 3 clusters Score -430658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -430660.812500 Penalty: 2690.901611
	Iteration 25Q: 3 clusters Score -430660.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -430660.343750 Penalty: 2690.901611
	Iteration 26Q: 3 clusters Score -430660.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -430662.468750 Penalty: 2690.901611
	Iteration 27Q: 3 clusters Score -430662.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -430665.281250 Penalty: 2690.901611
	Iteration 28Q: 3 clusters Score -430665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -430666.343750 Penalty: 2690.901611
	Iteration 29Q: 3 clusters Score -430666.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -430667.750000 Penalty: 2690.901611
	Iteration 30Q: 3 clusters Score -430667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -430668.343750 Penalty: 2690.901611
	Iteration 31Q: 3 clusters Score -430668.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -430668.343750 Penalty: 2690.901611
	Iteration 32F: 3 clusters Score -430668.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Entering Unmasked Estep 
Score: -501738.093750 Penalty: 1359.308228
	Iteration 0F: 2 clusters Score -501738.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -498241.843750 Penalty: 2718.616455
	Iteration 0F: 3 clusters Score -498241.8 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -499101.625000 Penalty: 2718.616455
	Iteration 1F: 3 clusters Score -499101.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -499285.656250 Penalty: 2718.616455
	Iteration 2F: 3 clusters Score -499285.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -499411.687500 Penalty: 2718.616455
	Iteration 3F: 3 clusters Score -499411.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -499523.062500 Penalty: 2718.616455
	Iteration 4Q: 3 clusters Score -499523.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -499619.968750 Penalty: 2718.616455
	Iteration 5Q: 3 clusters Score -499620 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -499700.875000 Penalty: 2718.616455
	Iteration 6Q: 3 clusters Score -499700.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -499772.187500 Penalty: 2718.616455
	Iteration 7Q: 3 clusters Score -499772.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -499851.312500 Penalty: 2718.616455
	Iteration 8Q: 3 clusters Score -499851.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -499928.437500 Penalty: 2718.616455
	Iteration 9Q: 3 clusters Score -499928.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -500016.125000 Penalty: 2718.616455
	Iteration 10Q: 3 clusters Score -500016.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -500098.062500 Penalty: 2718.616455
	Iteration 11Q: 3 clusters Score -500098.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -500173.250000 Penalty: 2718.616455
	Iteration 12Q: 3 clusters Score -500173.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -500245.968750 Penalty: 2718.616455
	Iteration 13Q: 3 clusters Score -500246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -500305.062500 Penalty: 2718.616455
	Iteration 14Q: 3 clusters Score -500305.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -500342.437500 Penalty: 2718.616455
	Iteration 15Q: 3 clusters Score -500342.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -500376.718750 Penalty: 2718.616455
	Iteration 16Q: 3 clusters Score -500376.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -500411.281250 Penalty: 2718.616455
	Iteration 17Q: 3 clusters Score -500411.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -500433.000000 Penalty: 2718.616455
	Iteration 18Q: 3 clusters Score -500433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -500454.062500 Penalty: 2718.616455
	Iteration 19Q: 3 clusters Score -500454.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -500468.843750 Penalty: 2718.616455
	Iteration 20F: 3 clusters Score -500468.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -500485.281250 Penalty: 2718.616455
	Iteration 21Q: 3 clusters Score -500485.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -500490.531250 Penalty: 2718.616455
	Iteration 22Q: 3 clusters Score -500490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -500495.312500 Penalty: 2718.616455
	Iteration 23Q: 3 clusters Score -500495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -500497.750000 Penalty: 2718.616455
	Iteration 24Q: 3 clusters Score -500497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -500501.781250 Penalty: 2718.616455
	Iteration 25Q: 3 clusters Score -500501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -500503.781250 Penalty: 2718.616455
	Iteration 26Q: 3 clusters Score -500503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -500505.437500 Penalty: 2718.616455
	Iteration 27Q: 3 clusters Score -500505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -500508.406250 Penalty: 2718.616455
	Iteration 28Q: 3 clusters Score -500508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -500510.968750 Penalty: 2718.616455
	Iteration 29Q: 3 clusters Score -500511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -500513.562500 Penalty: 2718.616455
	Iteration 30Q: 3 clusters Score -500513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -500516.375000 Penalty: 2718.616455
	Iteration 31Q: 3 clusters Score -500516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -500518.343750 Penalty: 2718.616455
	Iteration 32Q: 3 clusters Score -500518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -500519.625000 Penalty: 2718.616455
	Iteration 33Q: 3 clusters Score -500519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -500521.718750 Penalty: 2718.616455
	Iteration 34Q: 3 clusters Score -500521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -500524.062500 Penalty: 2718.616455
	Iteration 35Q: 3 clusters Score -500524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -500524.906250 Penalty: 2718.616455
	Iteration 36Q: 3 clusters Score -500524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -500524.906250 Penalty: 2718.616455
	Iteration 37F: 3 clusters Score -500524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Entering Unmasked Estep 
Score: -411472.718750 Penalty: 1329.665894
	Iteration 0F: 2 clusters Score -411472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -408403.750000 Penalty: 2659.331787
	Iteration 0F: 3 clusters Score -408403.8 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -409151.687500 Penalty: 2659.331787
	Iteration 1F: 3 clusters Score -409151.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -409304.781250 Penalty: 2659.331787
	Iteration 2F: 3 clusters Score -409304.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -409414.500000 Penalty: 2659.331787
	Iteration 3F: 3 clusters Score -409414.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -409500.437500 Penalty: 2659.331787
	Iteration 4Q: 3 clusters Score -409500.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -409584.687500 Penalty: 2659.331787
	Iteration 5Q: 3 clusters Score -409584.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -409649.625000 Penalty: 2659.331787
	Iteration 6Q: 3 clusters Score -409649.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -409712.531250 Penalty: 2659.331787
	Iteration 7Q: 3 clusters Score -409712.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -409764.156250 Penalty: 2659.331787
	Iteration 8Q: 3 clusters Score -409764.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -409802.312500 Penalty: 2659.331787
	Iteration 9Q: 3 clusters Score -409802.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -409828.156250 Penalty: 2659.331787
	Iteration 10Q: 3 clusters Score -409828.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -409858.718750 Penalty: 2659.331787
	Iteration 11Q: 3 clusters Score -409858.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -409882.812500 Penalty: 2659.331787
	Iteration 12Q: 3 clusters Score -409882.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -409899.281250 Penalty: 2659.331787
	Iteration 13Q: 3 clusters Score -409899.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -409917.625000 Penalty: 2659.331787
	Iteration 14Q: 3 clusters Score -409917.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -409934.968750 Penalty: 2659.331787
	Iteration 15Q: 3 clusters Score -409935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -409948.375000 Penalty: 2659.331787
	Iteration 16Q: 3 clusters Score -409948.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -409964.718750 Penalty: 2659.331787
	Iteration 17Q: 3 clusters Score -409964.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -409982.968750 Penalty: 2659.331787
	Iteration 18Q: 3 clusters Score -409983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -409999.125000 Penalty: 2659.331787
	Iteration 19Q: 3 clusters Score -409999.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -410017.281250 Penalty: 2659.331787
	Iteration 20F: 3 clusters Score -410017.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -410034.937500 Penalty: 2659.331787
	Iteration 21Q: 3 clusters Score -410034.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -410052.781250 Penalty: 2659.331787
	Iteration 22Q: 3 clusters Score -410052.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -410076.343750 Penalty: 2659.331787
	Iteration 23Q: 3 clusters Score -410076.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -410093.093750 Penalty: 2659.331787
	Iteration 24Q: 3 clusters Score -410093.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -410107.218750 Penalty: 2659.331787
	Iteration 25Q: 3 clusters Score -410107.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -410123.250000 Penalty: 2659.331787
	Iteration 26Q: 3 clusters Score -410123.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -410145.937500 Penalty: 2659.331787
	Iteration 27Q: 3 clusters Score -410145.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -410175.156250 Penalty: 2659.331787
	Iteration 28Q: 3 clusters Score -410175.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -410198.187500 Penalty: 2659.331787
	Iteration 29Q: 3 clusters Score -410198.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -410208.968750 Penalty: 2659.331787
	Iteration 30Q: 3 clusters Score -410209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -410218.218750 Penalty: 2659.331787
	Iteration 31Q: 3 clusters Score -410218.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -410225.687500 Penalty: 2659.331787
	Iteration 32Q: 3 clusters Score -410225.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -410233.375000 Penalty: 2659.331787
	Iteration 33Q: 3 clusters Score -410233.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -410238.656250 Penalty: 2659.331787
	Iteration 34Q: 3 clusters Score -410238.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -410244.375000 Penalty: 2659.331787
	Iteration 35Q: 3 clusters Score -410244.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -410249.312500 Penalty: 2659.331787
	Iteration 36Q: 3 clusters Score -410249.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -410254.718750 Penalty: 2659.331787
	Iteration 37Q: 3 clusters Score -410254.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -410259.875000 Penalty: 2659.331787
	Iteration 38Q: 3 clusters Score -410259.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -410265.500000 Penalty: 2659.331787
	Iteration 39Q: 3 clusters Score -410265.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -410273.875000 Penalty: 2659.331787
	Iteration 40F: 3 clusters Score -410273.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -410282.906250 Penalty: 2659.331787
	Iteration 41Q: 3 clusters Score -410282.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -410288.656250 Penalty: 2659.331787
	Iteration 42Q: 3 clusters Score -410288.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -410294.531250 Penalty: 2659.331787
	Iteration 43Q: 3 clusters Score -410294.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -410299.750000 Penalty: 2659.331787
	Iteration 44Q: 3 clusters Score -410299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -410304.562500 Penalty: 2659.331787
	Iteration 45Q: 3 clusters Score -410304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -410307.781250 Penalty: 2659.331787
	Iteration 46Q: 3 clusters Score -410307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -410315.781250 Penalty: 2659.331787
	Iteration 47Q: 3 clusters Score -410315.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -410321.031250 Penalty: 2659.331787
	Iteration 48Q: 3 clusters Score -410321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -410326.718750 Penalty: 2659.331787
	Iteration 49Q: 3 clusters Score -410326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -410330.000000 Penalty: 2659.331787
	Iteration 50Q: 3 clusters Score -410330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -410333.750000 Penalty: 2659.331787
	Iteration 51Q: 3 clusters Score -410333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -410335.031250 Penalty: 2659.331787
	Iteration 52Q: 3 clusters Score -410335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -410336.375000 Penalty: 2659.331787
	Iteration 53Q: 3 clusters Score -410336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -410337.625000 Penalty: 2659.331787
	Iteration 54Q: 3 clusters Score -410337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -410337.718750 Penalty: 2659.331787
	Iteration 55Q: 3 clusters Score -410337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -410339.281250 Penalty: 2659.331787
	Iteration 56Q: 3 clusters Score -410339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -410342.312500 Penalty: 2659.331787
	Iteration 57Q: 3 clusters Score -410342.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -410346.437500 Penalty: 2659.331787
	Iteration 58Q: 3 clusters Score -410346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -410346.437500 Penalty: 2659.331787
	Iteration 59Q: 3 clusters Score -410346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -410346.625000 Penalty: 2659.331787
	Iteration 60F: 3 clusters Score -410346.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -14995.605469 Penalty: 861.786987
	Iteration 0F: 2 clusters Score -14995.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14403.813477 Penalty: 1723.573975
	Iteration 0F: 3 clusters Score -14403.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14580.604492 Penalty: 1723.573975
	Iteration 1F: 3 clusters Score -14580.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14657.376953 Penalty: 1723.573975
	Iteration 2F: 3 clusters Score -14657.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14735.931641 Penalty: 1723.573975
	Iteration 3Q: 3 clusters Score -14735.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14739.120117 Penalty: 1723.573975
	Iteration 4Q: 3 clusters Score -14739.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14739.120117 Penalty: 1723.573975
	Iteration 5F: 3 clusters Score -14739.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -761567.687500 Penalty: 1423.599121
	Iteration 0F: 2 clusters Score -761567.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -756715.937500 Penalty: 2847.198242
	Iteration 0F: 3 clusters Score -756715.9 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -758070.500000 Penalty: 2847.198242
	Iteration 1F: 3 clusters Score -758070.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -758239.125000 Penalty: 2847.198242
	Iteration 2F: 3 clusters Score -758239.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -758349.687500 Penalty: 2847.198242
	Iteration 3Q: 3 clusters Score -758349.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -758428.562500 Penalty: 2847.198242
	Iteration 4Q: 3 clusters Score -758428.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -758490.375000 Penalty: 2847.198242
	Iteration 5Q: 3 clusters Score -758490.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -758534.187500 Penalty: 2847.198242
	Iteration 6Q: 3 clusters Score -758534.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -758574.312500 Penalty: 2847.198242
	Iteration 7Q: 3 clusters Score -758574.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -758604.437500 Penalty: 2847.198242
	Iteration 8Q: 3 clusters Score -758604.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -758646.437500 Penalty: 2847.198242
	Iteration 9Q: 3 clusters Score -758646.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -758676.625000 Penalty: 2847.198242
	Iteration 10Q: 3 clusters Score -758676.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -758696.750000 Penalty: 2847.198242
	Iteration 11Q: 3 clusters Score -758696.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -758716.062500 Penalty: 2847.198242
	Iteration 12Q: 3 clusters Score -758716.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -758729.312500 Penalty: 2847.198242
	Iteration 13Q: 3 clusters Score -758729.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -758747.812500 Penalty: 2847.198242
	Iteration 14Q: 3 clusters Score -758747.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -758761.125000 Penalty: 2847.198242
	Iteration 15Q: 3 clusters Score -758761.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -758771.187500 Penalty: 2847.198242
	Iteration 16Q: 3 clusters Score -758771.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -758784.062500 Penalty: 2847.198242
	Iteration 17Q: 3 clusters Score -758784.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -758794.812500 Penalty: 2847.198242
	Iteration 18Q: 3 clusters Score -758794.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -758803.375000 Penalty: 2847.198242
	Iteration 19Q: 3 clusters Score -758803.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -758811.562500 Penalty: 2847.198242
	Iteration 20F: 3 clusters Score -758811.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -758826.812500 Penalty: 2847.198242
	Iteration 21Q: 3 clusters Score -758826.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -758837.687500 Penalty: 2847.198242
	Iteration 22Q: 3 clusters Score -758837.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -758845.187500 Penalty: 2847.198242
	Iteration 23Q: 3 clusters Score -758845.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -758856.250000 Penalty: 2847.198242
	Iteration 24Q: 3 clusters Score -758856.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -758868.937500 Penalty: 2847.198242
	Iteration 25Q: 3 clusters Score -758868.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -758877.875000 Penalty: 2847.198242
	Iteration 26Q: 3 clusters Score -758877.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -758892.000000 Penalty: 2847.198242
	Iteration 27Q: 3 clusters Score -758892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -758908.812500 Penalty: 2847.198242
	Iteration 28Q: 3 clusters Score -758908.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -758924.875000 Penalty: 2847.198242
	Iteration 29Q: 3 clusters Score -758924.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -758945.937500 Penalty: 2847.198242
	Iteration 30Q: 3 clusters Score -758945.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -758977.375000 Penalty: 2847.198242
	Iteration 31Q: 3 clusters Score -758977.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -759019.312500 Penalty: 2847.198242
	Iteration 32Q: 3 clusters Score -759019.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -759055.187500 Penalty: 2847.198242
	Iteration 33Q: 3 clusters Score -759055.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -759095.250000 Penalty: 2847.198242
	Iteration 34Q: 3 clusters Score -759095.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -759136.375000 Penalty: 2847.198242
	Iteration 35Q: 3 clusters Score -759136.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -759187.812500 Penalty: 2847.198242
	Iteration 36Q: 3 clusters Score -759187.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -759264.937500 Penalty: 2847.198242
	Iteration 37Q: 3 clusters Score -759264.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -759375.625000 Penalty: 2847.198242
	Iteration 38Q: 3 clusters Score -759375.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -759512.062500 Penalty: 2847.198242
	Iteration 39Q: 3 clusters Score -759512.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -759666.125000 Penalty: 2847.198242
	Iteration 40F: 3 clusters Score -759666.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -759824.250000 Penalty: 2847.198242
	Iteration 41Q: 3 clusters Score -759824.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -759961.125000 Penalty: 2847.198242
	Iteration 42Q: 3 clusters Score -759961.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -760081.312500 Penalty: 2847.198242
	Iteration 43Q: 3 clusters Score -760081.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -760151.437500 Penalty: 2847.198242
	Iteration 44Q: 3 clusters Score -760151.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -760197.812500 Penalty: 2847.198242
	Iteration 45Q: 3 clusters Score -760197.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -760220.000000 Penalty: 2847.198242
	Iteration 46Q: 3 clusters Score -760220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -760242.375000 Penalty: 2847.198242
	Iteration 47Q: 3 clusters Score -760242.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -760272.000000 Penalty: 2847.198242
	Iteration 48Q: 3 clusters Score -760272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -760299.000000 Penalty: 2847.198242
	Iteration 49Q: 3 clusters Score -760299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -760312.937500 Penalty: 2847.198242
	Iteration 50Q: 3 clusters Score -760312.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -760328.125000 Penalty: 2847.198242
	Iteration 51Q: 3 clusters Score -760328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -760337.437500 Penalty: 2847.198242
	Iteration 52Q: 3 clusters Score -760337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -760342.062500 Penalty: 2847.198242
	Iteration 53Q: 3 clusters Score -760342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -760343.250000 Penalty: 2847.198242
	Iteration 54Q: 3 clusters Score -760343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -760343.250000 Penalty: 2847.198242
	Iteration 55F: 3 clusters Score -760343.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (106412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Entering Unmasked Estep 
Score: -12444734.000000 Penalty: 1880.949463
	Iteration 0F: 2 clusters Score -1.244473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -12377858.000000 Penalty: 3761.898926
	Iteration 0F: 3 clusters Score -1.237786e+07 nChanged 50965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -12407404.000000 Penalty: 3761.898926
	Iteration 1F: 3 clusters Score -1.24074e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -12408093.000000 Penalty: 3761.898926
	Iteration 2Q: 3 clusters Score -1.240809e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -12408763.000000 Penalty: 3761.898926
	Iteration 3Q: 3 clusters Score -1.240876e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -12409717.000000 Penalty: 3761.898926
	Iteration 4Q: 3 clusters Score -1.240972e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -12410896.000000 Penalty: 3761.898926
	Iteration 5Q: 3 clusters Score -1.24109e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -12412648.000000 Penalty: 3761.898926
	Iteration 6Q: 3 clusters Score -1.241265e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -12415063.000000 Penalty: 3761.898926
	Iteration 7Q: 3 clusters Score -1.241506e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -12418957.000000 Penalty: 3761.898926
	Iteration 8F: 3 clusters Score -1.241896e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -12423625.000000 Penalty: 3761.898926
	Iteration 9F: 3 clusters Score -1.242362e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -12427232.000000 Penalty: 3761.898926
	Iteration 10F: 3 clusters Score -1.242723e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -12428889.000000 Penalty: 3761.898926
	Iteration 11Q: 3 clusters Score -1.242889e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -12429471.000000 Penalty: 3761.898926
	Iteration 12Q: 3 clusters Score -1.242947e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -12429749.000000 Penalty: 3761.898926
	Iteration 13Q: 3 clusters Score -1.242975e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -12429906.000000 Penalty: 3761.898926
	Iteration 14Q: 3 clusters Score -1.242991e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -12430137.000000 Penalty: 3761.898926
	Iteration 15Q: 3 clusters Score -1.243014e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -12430352.000000 Penalty: 3761.898926
	Iteration 16Q: 3 clusters Score -1.243035e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -12430461.000000 Penalty: 3761.898926
	Iteration 17Q: 3 clusters Score -1.243046e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -12430756.000000 Penalty: 3761.898926
	Iteration 18Q: 3 clusters Score -1.243076e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -12431061.000000 Penalty: 3761.898926
	Iteration 19Q: 3 clusters Score -1.243106e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -12431321.000000 Penalty: 3761.898926
	Iteration 20F: 3 clusters Score -1.243132e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -12431616.000000 Penalty: 3761.898926
	Iteration 21Q: 3 clusters Score -1.243162e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -12431925.000000 Penalty: 3761.898926
	Iteration 22Q: 3 clusters Score -1.243192e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -12432237.000000 Penalty: 3761.898926
	Iteration 23Q: 3 clusters Score -1.243224e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -12432552.000000 Penalty: 3761.898926
	Iteration 24Q: 3 clusters Score -1.243255e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -12432824.000000 Penalty: 3761.898926
	Iteration 25Q: 3 clusters Score -1.243282e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -12433144.000000 Penalty: 3761.898926
	Iteration 26Q: 3 clusters Score -1.243314e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -12433444.000000 Penalty: 3761.898926
	Iteration 27Q: 3 clusters Score -1.243344e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -12433734.000000 Penalty: 3761.898926
	Iteration 28Q: 3 clusters Score -1.243373e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -12434106.000000 Penalty: 3761.898926
	Iteration 29Q: 3 clusters Score -1.243411e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -12434551.000000 Penalty: 3761.898926
	Iteration 30Q: 3 clusters Score -1.243455e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -12435047.000000 Penalty: 3761.898926
	Iteration 31Q: 3 clusters Score -1.243505e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -12435469.000000 Penalty: 3761.898926
	Iteration 32Q: 3 clusters Score -1.243547e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -12436000.000000 Penalty: 3761.898926
	Iteration 33Q: 3 clusters Score -1.2436e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -12436551.000000 Penalty: 3761.898926
	Iteration 34Q: 3 clusters Score -1.243655e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 84395 members 
Entering Unmasked Estep 
Score: -12436970.000000 Penalty: 3761.898926
	Iteration 35Q: 3 clusters Score -1.243697e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -12437470.000000 Penalty: 3761.898926
	Iteration 36Q: 3 clusters Score -1.243747e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -12437918.000000 Penalty: 3761.898926
	Iteration 37Q: 3 clusters Score -1.243792e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
Score: -12438377.000000 Penalty: 3761.898926
	Iteration 38Q: 3 clusters Score -1.243838e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -12438850.000000 Penalty: 3761.898926
	Iteration 39Q: 3 clusters Score -1.243885e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -12439458.000000 Penalty: 3761.898926
	Iteration 40F: 3 clusters Score -1.243946e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -12439933.000000 Penalty: 3761.898926
	Iteration 41Q: 3 clusters Score -1.243993e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -12440340.000000 Penalty: 3761.898926
	Iteration 42Q: 3 clusters Score -1.244034e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -12440901.000000 Penalty: 3761.898926
	Iteration 43Q: 3 clusters Score -1.24409e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 98922 members 
Entering Unmasked Estep 
Score: -12441288.000000 Penalty: 3761.898926
	Iteration 44Q: 3 clusters Score -1.244129e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -12441658.000000 Penalty: 3761.898926
	Iteration 45Q: 3 clusters Score -1.244166e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -12442025.000000 Penalty: 3761.898926
	Iteration 46Q: 3 clusters Score -1.244202e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 101631 members 
Entering Unmasked Estep 
Score: -12442341.000000 Penalty: 3761.898926
	Iteration 47Q: 3 clusters Score -1.244234e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 102271 members 
Entering Unmasked Estep 
Score: -12442591.000000 Penalty: 3761.898926
	Iteration 48Q: 3 clusters Score -1.244259e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 102858 members 
Entering Unmasked Estep 
Score: -12442827.000000 Penalty: 3761.898926
	Iteration 49Q: 3 clusters Score -1.244283e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 103344 members 
Entering Unmasked Estep 
Score: -12443010.000000 Penalty: 3761.898926
	Iteration 50Q: 3 clusters Score -1.244301e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -12443232.000000 Penalty: 3761.898926
	Iteration 51Q: 3 clusters Score -1.244323e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 104084 members 
Entering Unmasked Estep 
Score: -12443390.000000 Penalty: 3761.898926
	Iteration 52Q: 3 clusters Score -1.244339e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 104362 members 
Entering Unmasked Estep 
Score: -12443527.000000 Penalty: 3761.898926
	Iteration 53Q: 3 clusters Score -1.244353e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 104581 members 
Entering Unmasked Estep 
Score: -12443580.000000 Penalty: 3761.898926
	Iteration 54Q: 3 clusters Score -1.244358e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -12443596.000000 Penalty: 3761.898926
	Iteration 55Q: 3 clusters Score -1.24436e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -12443653.000000 Penalty: 3761.898926
	Iteration 56Q: 3 clusters Score -1.244365e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -12443673.000000 Penalty: 3761.898926
	Iteration 57Q: 3 clusters Score -1.244367e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 105068 members 
Entering Unmasked Estep 
Score: -12443663.000000 Penalty: 3761.898926
	Iteration 58Q: 3 clusters Score -1.244366e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -12443696.000000 Penalty: 3761.898926
	Iteration 59Q: 3 clusters Score -1.24437e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -12443713.000000 Penalty: 3761.898926
	Iteration 60F: 3 clusters Score -1.244371e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 105255 members 
Entering Unmasked Estep 
Score: -12443707.000000 Penalty: 3761.898926
	Iteration 61Q: 3 clusters Score -1.244371e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 105305 members 
Entering Unmasked Estep 
Score: -12443717.000000 Penalty: 3761.898926
	Iteration 62Q: 3 clusters Score -1.244372e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -12443728.000000 Penalty: 3761.898926
	Iteration 63Q: 3 clusters Score -1.244373e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 105379 members 
Entering Unmasked Estep 
Score: -12443738.000000 Penalty: 3761.898926
	Iteration 64Q: 3 clusters Score -1.244374e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 105411 members 
Entering Unmasked Estep 
Score: -12443713.000000 Penalty: 3761.898926
	Iteration 65Q: 3 clusters Score -1.244371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 105433 members 
Entering Unmasked Estep 
Score: -12443714.000000 Penalty: 3761.898926
	Iteration 66Q: 3 clusters Score -1.244371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 105454 members 
Entering Unmasked Estep 
Score: -12443708.000000 Penalty: 3761.898926
	Iteration 67Q: 3 clusters Score -1.244371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 105472 members 
Entering Unmasked Estep 
Score: -12443700.000000 Penalty: 3761.898926
	Iteration 68Q: 3 clusters Score -1.24437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 105488 members 
Entering Unmasked Estep 
Score: -12443707.000000 Penalty: 3761.898926
	Iteration 69Q: 3 clusters Score -1.244371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -12443714.000000 Penalty: 3761.898926
	Iteration 70Q: 3 clusters Score -1.244371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 105513 members 
Entering Unmasked Estep 
Score: -12443716.000000 Penalty: 3761.898926
	Iteration 71Q: 3 clusters Score -1.244372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -12443731.000000 Penalty: 3761.898926
	Iteration 72Q: 3 clusters Score -1.244373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 105541 members 
Entering Unmasked Estep 
Score: -12443733.000000 Penalty: 3761.898926
	Iteration 73Q: 3 clusters Score -1.244373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -12443728.000000 Penalty: 3761.898926
	Iteration 74Q: 3 clusters Score -1.244373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 105552 members 
Entering Unmasked Estep 
Score: -12443720.000000 Penalty: 3761.898926
	Iteration 75Q: 3 clusters Score -1.244372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 105553 members 
Entering Unmasked Estep 
Score: -12443717.000000 Penalty: 3761.898926
	Iteration 76Q: 3 clusters Score -1.244372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 105555 members 
Entering Unmasked Estep 
Score: -12443717.000000 Penalty: 3761.898926
	Iteration 77Q: 3 clusters Score -1.244372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -12443722.000000 Penalty: 3761.898926
	Iteration 78Q: 3 clusters Score -1.244372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 105557 members 
Entering Unmasked Estep 
Score: -12443715.000000 Penalty: 3761.898926
	Iteration 79Q: 3 clusters Score -1.244372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -12443713.000000 Penalty: 3761.898926
	Iteration 80F: 3 clusters Score -1.244371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (117917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117917 members 
Entering Unmasked Estep 
Score: -13555578.000000 Penalty: 1897.632202
	Iteration 0F: 2 clusters Score -1.355558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -13478504.000000 Penalty: 3795.264404
	Iteration 0F: 3 clusters Score -1.34785e+07 nChanged 56607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -13511544.000000 Penalty: 3795.264404
	Iteration 1F: 3 clusters Score -1.351154e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -13512456.000000 Penalty: 3795.264404
	Iteration 2Q: 3 clusters Score -1.351246e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -13513613.000000 Penalty: 3795.264404
	Iteration 3Q: 3 clusters Score -1.351361e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62462 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -13515583.000000 Penalty: 3795.264404
	Iteration 4Q: 3 clusters Score -1.351558e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -13518286.000000 Penalty: 3795.264404
	Iteration 5Q: 3 clusters Score -1.351829e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -13521949.000000 Penalty: 3795.264404
	Iteration 6F: 3 clusters Score -1.352195e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -13526175.000000 Penalty: 3795.264404
	Iteration 7F: 3 clusters Score -1.352618e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -13530533.000000 Penalty: 3795.264404
	Iteration 8F: 3 clusters Score -1.353053e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -13534282.000000 Penalty: 3795.264404
	Iteration 9F: 3 clusters Score -1.353428e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -13536923.000000 Penalty: 3795.264404
	Iteration 10Q: 3 clusters Score -1.353692e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -13538674.000000 Penalty: 3795.264404
	Iteration 11Q: 3 clusters Score -1.353867e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -13539720.000000 Penalty: 3795.264404
	Iteration 12Q: 3 clusters Score -1.353972e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -13540587.000000 Penalty: 3795.264404
	Iteration 13Q: 3 clusters Score -1.354059e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -13541383.000000 Penalty: 3795.264404
	Iteration 14Q: 3 clusters Score -1.354138e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -13542086.000000 Penalty: 3795.264404
	Iteration 15Q: 3 clusters Score -1.354209e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -13542892.000000 Penalty: 3795.264404
	Iteration 16Q: 3 clusters Score -1.354289e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -13543770.000000 Penalty: 3795.264404
	Iteration 17Q: 3 clusters Score -1.354377e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95438 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -13544780.000000 Penalty: 3795.264404
	Iteration 18Q: 3 clusters Score -1.354478e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98274 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -13545987.000000 Penalty: 3795.264404
	Iteration 19Q: 3 clusters Score -1.354599e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -13547281.000000 Penalty: 3795.264404
	Iteration 20F: 3 clusters Score -1.354728e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -13548548.000000 Penalty: 3795.264404
	Iteration 21Q: 3 clusters Score -1.354855e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106366 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -13549593.000000 Penalty: 3795.264404
	Iteration 22Q: 3 clusters Score -1.354959e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108589 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -13550571.000000 Penalty: 3795.264404
	Iteration 23Q: 3 clusters Score -1.355057e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -13551448.000000 Penalty: 3795.264404
	Iteration 24Q: 3 clusters Score -1.355145e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111971 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -13552069.000000 Penalty: 3795.264404
	Iteration 25Q: 3 clusters Score -1.355207e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -13552496.000000 Penalty: 3795.264404
	Iteration 26Q: 3 clusters Score -1.35525e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114078 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -13552774.000000 Penalty: 3795.264404
	Iteration 27Q: 3 clusters Score -1.355277e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114783 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -13553030.000000 Penalty: 3795.264404
	Iteration 28Q: 3 clusters Score -1.355303e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115341 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -13553296.000000 Penalty: 3795.264404
	Iteration 29Q: 3 clusters Score -1.35533e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115735 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -13553411.000000 Penalty: 3795.264404
	Iteration 30Q: 3 clusters Score -1.355341e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116036 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -13553546.000000 Penalty: 3795.264404
	Iteration 31Q: 3 clusters Score -1.355355e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116275 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -13553614.000000 Penalty: 3795.264404
	Iteration 32Q: 3 clusters Score -1.355361e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116432 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13553691.000000 Penalty: 3795.264404
	Iteration 33Q: 3 clusters Score -1.355369e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -13553718.000000 Penalty: 3795.264404
	Iteration 34Q: 3 clusters Score -1.355372e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116672 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13553781.000000 Penalty: 3795.264404
	Iteration 35Q: 3 clusters Score -1.355378e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116761 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13553790.000000 Penalty: 3795.264404
	Iteration 36Q: 3 clusters Score -1.355379e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116825 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13553822.000000 Penalty: 3795.264404
	Iteration 37Q: 3 clusters Score -1.355382e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116882 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -13553834.000000 Penalty: 3795.264404
	Iteration 38Q: 3 clusters Score -1.355383e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116934 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13553822.000000 Penalty: 3795.264404
	Iteration 39Q: 3 clusters Score -1.355382e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116980 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13553830.000000 Penalty: 3795.264404
	Iteration 40F: 3 clusters Score -1.355383e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117020 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13553874.000000 Penalty: 3795.264404
	Iteration 41Q: 3 clusters Score -1.355387e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117050 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13553882.000000 Penalty: 3795.264404
	Iteration 42Q: 3 clusters Score -1.355388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117077 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -13553911.000000 Penalty: 3795.264404
	Iteration 43Q: 3 clusters Score -1.355391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117097 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -13553909.000000 Penalty: 3795.264404
	Iteration 44Q: 3 clusters Score -1.355391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13553929.000000 Penalty: 3795.264404
	Iteration 45Q: 3 clusters Score -1.355393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13553937.000000 Penalty: 3795.264404
	Iteration 46Q: 3 clusters Score -1.355394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117143 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13553949.000000 Penalty: 3795.264404
	Iteration 47Q: 3 clusters Score -1.355395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117159 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -13553959.000000 Penalty: 3795.264404
	Iteration 48Q: 3 clusters Score -1.355396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117171 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13553958.000000 Penalty: 3795.264404
	Iteration 49Q: 3 clusters Score -1.355396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13553954.000000 Penalty: 3795.264404
	Iteration 50Q: 3 clusters Score -1.355395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117183 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -13553960.000000 Penalty: 3795.264404
	Iteration 51Q: 3 clusters Score -1.355396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117187 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -13553952.000000 Penalty: 3795.264404
	Iteration 52Q: 3 clusters Score -1.355395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117188 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -13553960.000000 Penalty: 3795.264404
	Iteration 53Q: 3 clusters Score -1.355396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117190 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13553961.000000 Penalty: 3795.264404
	Iteration 54Q: 3 clusters Score -1.355396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117191 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13553956.000000 Penalty: 3795.264404
	Iteration 55Q: 3 clusters Score -1.355396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117192 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -13553953.000000 Penalty: 3795.264404
	Iteration 56Q: 3 clusters Score -1.355395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117192 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -13553953.000000 Penalty: 3795.264404
	Iteration 57F: 3 clusters Score -1.355395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Entering Unmasked Estep 
Score: -695019.562500 Penalty: 1413.318726
	Iteration 0F: 2 clusters Score -695019.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -690353.312500 Penalty: 2826.637451
	Iteration 0F: 3 clusters Score -690353.3 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -691717.625000 Penalty: 2826.637451
	Iteration 1F: 3 clusters Score -691717.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -691979.562500 Penalty: 2826.637451
	Iteration 2F: 3 clusters Score -691979.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -692205.437500 Penalty: 2826.637451
	Iteration 3F: 3 clusters Score -692205.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -692406.250000 Penalty: 2826.637451
	Iteration 4F: 3 clusters Score -692406.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -692589.187500 Penalty: 2826.637451
	Iteration 5Q: 3 clusters Score -692589.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -692782.000000 Penalty: 2826.637451
	Iteration 6Q: 3 clusters Score -692782 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -693031.812500 Penalty: 2826.637451
	Iteration 7F: 3 clusters Score -693031.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -693270.375000 Penalty: 2826.637451
	Iteration 8F: 3 clusters Score -693270.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -693497.687500 Penalty: 2826.637451
	Iteration 9Q: 3 clusters Score -693497.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -693715.437500 Penalty: 2826.637451
	Iteration 10Q: 3 clusters Score -693715.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -693849.812500 Penalty: 2826.637451
	Iteration 11Q: 3 clusters Score -693849.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -693925.812500 Penalty: 2826.637451
	Iteration 12Q: 3 clusters Score -693925.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -693989.312500 Penalty: 2826.637451
	Iteration 13Q: 3 clusters Score -693989.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -694033.437500 Penalty: 2826.637451
	Iteration 14Q: 3 clusters Score -694033.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -694065.937500 Penalty: 2826.637451
	Iteration 15Q: 3 clusters Score -694065.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -694083.250000 Penalty: 2826.637451
	Iteration 16Q: 3 clusters Score -694083.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -694096.875000 Penalty: 2826.637451
	Iteration 17Q: 3 clusters Score -694096.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -694105.437500 Penalty: 2826.637451
	Iteration 18Q: 3 clusters Score -694105.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -694119.250000 Penalty: 2826.637451
	Iteration 19Q: 3 clusters Score -694119.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -694124.812500 Penalty: 2826.637451
	Iteration 20F: 3 clusters Score -694124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -694127.125000 Penalty: 2826.637451
	Iteration 21Q: 3 clusters Score -694127.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -694128.687500 Penalty: 2826.637451
	Iteration 22Q: 3 clusters Score -694128.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -694130.875000 Penalty: 2826.637451
	Iteration 23Q: 3 clusters Score -694130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -694132.687500 Penalty: 2826.637451
	Iteration 24Q: 3 clusters Score -694132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -694131.937500 Penalty: 2826.637451
	Iteration 25Q: 3 clusters Score -694131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -694131.687500 Penalty: 2826.637451
	Iteration 26Q: 3 clusters Score -694131.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -694133.562500 Penalty: 2826.637451
	Iteration 27Q: 3 clusters Score -694133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -694135.375000 Penalty: 2826.637451
	Iteration 28Q: 3 clusters Score -694135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -694137.312500 Penalty: 2826.637451
	Iteration 29Q: 3 clusters Score -694137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -694138.750000 Penalty: 2826.637451
	Iteration 30Q: 3 clusters Score -694138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -694138.812500 Penalty: 2826.637451
	Iteration 31Q: 3 clusters Score -694138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -694139.562500 Penalty: 2826.637451
	Iteration 32Q: 3 clusters Score -694139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -694139.562500 Penalty: 2826.637451
	Iteration 33Q: 3 clusters Score -694139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -694142.125000 Penalty: 2826.637451
	Iteration 34Q: 3 clusters Score -694142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -694142.687500 Penalty: 2826.637451
	Iteration 35Q: 3 clusters Score -694142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -694142.187500 Penalty: 2826.637451
	Iteration 36Q: 3 clusters Score -694142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -694142.375000 Penalty: 2826.637451
	Iteration 37Q: 3 clusters Score -694142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -694142.375000 Penalty: 2826.637451
	Iteration 38F: 3 clusters Score -694142.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (116192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Entering Unmasked Estep 
Score: -13566490.000000 Penalty: 1895.237305
	Iteration 0F: 2 clusters Score -1.356649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -13496504.000000 Penalty: 3790.474609
	Iteration 0F: 3 clusters Score -1.34965e+07 nChanged 55514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -13528654.000000 Penalty: 3790.474609
	Iteration 1F: 3 clusters Score -1.352865e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -13529486.000000 Penalty: 3790.474609
	Iteration 2Q: 3 clusters Score -1.352949e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -13530843.000000 Penalty: 3790.474609
	Iteration 3Q: 3 clusters Score -1.353084e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -13533265.000000 Penalty: 3790.474609
	Iteration 4Q: 3 clusters Score -1.353326e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 76426 members 
Entering Unmasked Estep 
Score: -13537790.000000 Penalty: 3790.474609
	Iteration 5F: 3 clusters Score -1.353779e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 84571 members 
Entering Unmasked Estep 
Score: -13544312.000000 Penalty: 3790.474609
	Iteration 6F: 3 clusters Score -1.354431e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 93014 members 
Entering Unmasked Estep 
Score: -13551532.000000 Penalty: 3790.474609
	Iteration 7F: 3 clusters Score -1.355153e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 99879 members 
Entering Unmasked Estep 
Score: -13557293.000000 Penalty: 3790.474609
	Iteration 8F: 3 clusters Score -1.355729e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 104223 members 
Entering Unmasked Estep 
Score: -13561693.000000 Penalty: 3790.474609
	Iteration 9Q: 3 clusters Score -1.356169e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 106901 members 
Entering Unmasked Estep 
Score: -13563822.000000 Penalty: 3790.474609
	Iteration 10Q: 3 clusters Score -1.356382e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -13564928.000000 Penalty: 3790.474609
	Iteration 11Q: 3 clusters Score -1.356493e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -13565428.000000 Penalty: 3790.474609
	Iteration 12Q: 3 clusters Score -1.356543e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 111034 members 
Entering Unmasked Estep 
Score: -13565582.000000 Penalty: 3790.474609
	Iteration 13Q: 3 clusters Score -1.356558e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 111855 members 
Entering Unmasked Estep 
Score: -13565664.000000 Penalty: 3790.474609
	Iteration 14Q: 3 clusters Score -1.356566e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 112515 members 
Entering Unmasked Estep 
Score: -13565689.000000 Penalty: 3790.474609
	Iteration 15Q: 3 clusters Score -1.356569e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -13565539.000000 Penalty: 3790.474609
	Iteration 16Q: 3 clusters Score -1.356554e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 113441 members 
Entering Unmasked Estep 
Score: -13565555.000000 Penalty: 3790.474609
	Iteration 17Q: 3 clusters Score -1.356556e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -13565486.000000 Penalty: 3790.474609
	Iteration 18Q: 3 clusters Score -1.356549e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -13565439.000000 Penalty: 3790.474609
	Iteration 19Q: 3 clusters Score -1.356544e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 114264 members 
Entering Unmasked Estep 
Score: -13565451.000000 Penalty: 3790.474609
	Iteration 20F: 3 clusters Score -1.356545e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -13565429.000000 Penalty: 3790.474609
	Iteration 21Q: 3 clusters Score -1.356543e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 114566 members 
Entering Unmasked Estep 
Score: -13565411.000000 Penalty: 3790.474609
	Iteration 22Q: 3 clusters Score -1.356541e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 114686 members 
Entering Unmasked Estep 
Score: -13565399.000000 Penalty: 3790.474609
	Iteration 23Q: 3 clusters Score -1.35654e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 114782 members 
Entering Unmasked Estep 
Score: -13565447.000000 Penalty: 3790.474609
	Iteration 24Q: 3 clusters Score -1.356545e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 114867 members 
Entering Unmasked Estep 
Score: -13565416.000000 Penalty: 3790.474609
	Iteration 25Q: 3 clusters Score -1.356542e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -13565382.000000 Penalty: 3790.474609
	Iteration 26Q: 3 clusters Score -1.356538e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 115007 members 
Entering Unmasked Estep 
Score: -13565381.000000 Penalty: 3790.474609
	Iteration 27Q: 3 clusters Score -1.356538e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -13565353.000000 Penalty: 3790.474609
	Iteration 28Q: 3 clusters Score -1.356535e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 115104 members 
Entering Unmasked Estep 
Score: -13565371.000000 Penalty: 3790.474609
	Iteration 29Q: 3 clusters Score -1.356537e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 115146 members 
Entering Unmasked Estep 
Score: -13565381.000000 Penalty: 3790.474609
	Iteration 30Q: 3 clusters Score -1.356538e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -13565377.000000 Penalty: 3790.474609
	Iteration 31Q: 3 clusters Score -1.356538e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 115217 members 
Entering Unmasked Estep 
Score: -13565389.000000 Penalty: 3790.474609
	Iteration 32Q: 3 clusters Score -1.356539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 115243 members 
Entering Unmasked Estep 
Score: -13565377.000000 Penalty: 3790.474609
	Iteration 33Q: 3 clusters Score -1.356538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 115264 members 
Entering Unmasked Estep 
Score: -13565371.000000 Penalty: 3790.474609
	Iteration 34Q: 3 clusters Score -1.356537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 115281 members 
Entering Unmasked Estep 
Score: -13565366.000000 Penalty: 3790.474609
	Iteration 35Q: 3 clusters Score -1.356537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 115294 members 
Entering Unmasked Estep 
Score: -13565355.000000 Penalty: 3790.474609
	Iteration 36Q: 3 clusters Score -1.356536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 115300 members 
Entering Unmasked Estep 
Score: -13565363.000000 Penalty: 3790.474609
	Iteration 37Q: 3 clusters Score -1.356536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 115308 members 
Entering Unmasked Estep 
Score: -13565363.000000 Penalty: 3790.474609
	Iteration 38Q: 3 clusters Score -1.356536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 115311 members 
Entering Unmasked Estep 
Score: -13565375.000000 Penalty: 3790.474609
	Iteration 39Q: 3 clusters Score -1.356538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -13565372.000000 Penalty: 3790.474609
	Iteration 40F: 3 clusters Score -1.356537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 115318 members 
Entering Unmasked Estep 
Score: -13565371.000000 Penalty: 3790.474609
	Iteration 41Q: 3 clusters Score -1.356537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -13565366.000000 Penalty: 3790.474609
	Iteration 42Q: 3 clusters Score -1.356537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 115332 members 
Entering Unmasked Estep 
Score: -13565372.000000 Penalty: 3790.474609
	Iteration 43Q: 3 clusters Score -1.356537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 115340 members 
Entering Unmasked Estep 
Score: -13565344.000000 Penalty: 3790.474609
	Iteration 44Q: 3 clusters Score -1.356534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 115342 members 
Entering Unmasked Estep 
Score: -13565352.000000 Penalty: 3790.474609
	Iteration 45Q: 3 clusters Score -1.356535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 115347 members 
Entering Unmasked Estep 
Score: -13565350.000000 Penalty: 3790.474609
	Iteration 46Q: 3 clusters Score -1.356535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 115350 members 
Entering Unmasked Estep 
Score: -13565343.000000 Penalty: 3790.474609
	Iteration 47Q: 3 clusters Score -1.356534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 115354 members 
Entering Unmasked Estep 
Score: -13565354.000000 Penalty: 3790.474609
	Iteration 48Q: 3 clusters Score -1.356535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -13565346.000000 Penalty: 3790.474609
	Iteration 49Q: 3 clusters Score -1.356535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 115361 members 
Entering Unmasked Estep 
Score: -13565349.000000 Penalty: 3790.474609
	Iteration 50Q: 3 clusters Score -1.356535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 115362 members 
Entering Unmasked Estep 
Score: -13565352.000000 Penalty: 3790.474609
	Iteration 51Q: 3 clusters Score -1.356535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 115364 members 
Entering Unmasked Estep 
Score: -13565343.000000 Penalty: 3790.474609
	Iteration 52Q: 3 clusters Score -1.356534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 115365 members 
Entering Unmasked Estep 
Score: -13565345.000000 Penalty: 3790.474609
	Iteration 53Q: 3 clusters Score -1.356534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 115368 members 
Entering Unmasked Estep 
Score: -13565334.000000 Penalty: 3790.474609
	Iteration 54Q: 3 clusters Score -1.356533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 115371 members 
Entering Unmasked Estep 
Score: -13565338.000000 Penalty: 3790.474609
	Iteration 55Q: 3 clusters Score -1.356534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 115373 members 
Entering Unmasked Estep 
Score: -13565341.000000 Penalty: 3790.474609
	Iteration 56Q: 3 clusters Score -1.356534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 115375 members 
Entering Unmasked Estep 
Score: -13565336.000000 Penalty: 3790.474609
	Iteration 57Q: 3 clusters Score -1.356534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 115378 members 
Entering Unmasked Estep 
Score: -13565335.000000 Penalty: 3790.474609
	Iteration 58Q: 3 clusters Score -1.356534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 115381 members 
Entering Unmasked Estep 
Score: -13565330.000000 Penalty: 3790.474609
	Iteration 59Q: 3 clusters Score -1.356533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 115384 members 
Entering Unmasked Estep 
Score: -13565324.000000 Penalty: 3790.474609
	Iteration 60F: 3 clusters Score -1.356532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 115384 members 
Entering Unmasked Estep 
Score: -13565328.000000 Penalty: 3790.474609
	Iteration 61Q: 3 clusters Score -1.356533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 115383 members 
Entering Unmasked Estep 
Score: -13565319.000000 Penalty: 3790.474609
	Iteration 62Q: 3 clusters Score -1.356532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 115383 members 
Entering Unmasked Estep 
Score: -13565319.000000 Penalty: 3790.474609
	Iteration 63F: 3 clusters Score -1.356532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -299269.843750 Penalty: 1277.530640
	Iteration 0F: 2 clusters Score -299269.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -296790.250000 Penalty: 2555.061279
	Iteration 0F: 3 clusters Score -296790.2 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -297368.500000 Penalty: 2555.061279
	Iteration 1F: 3 clusters Score -297368.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -297517.968750 Penalty: 2555.061279
	Iteration 2F: 3 clusters Score -297518 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -297627.218750 Penalty: 2555.061279
	Iteration 3F: 3 clusters Score -297627.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -297736.875000 Penalty: 2555.061279
	Iteration 4F: 3 clusters Score -297736.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -297824.687500 Penalty: 2555.061279
	Iteration 5Q: 3 clusters Score -297824.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -297885.875000 Penalty: 2555.061279
	Iteration 6Q: 3 clusters Score -297885.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -297918.343750 Penalty: 2555.061279
	Iteration 7Q: 3 clusters Score -297918.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -297938.781250 Penalty: 2555.061279
	Iteration 8Q: 3 clusters Score -297938.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -297953.625000 Penalty: 2555.061279
	Iteration 9Q: 3 clusters Score -297953.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -297971.437500 Penalty: 2555.061279
	Iteration 10Q: 3 clusters Score -297971.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -297991.218750 Penalty: 2555.061279
	Iteration 11Q: 3 clusters Score -297991.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -298010.468750 Penalty: 2555.061279
	Iteration 12Q: 3 clusters Score -298010.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -298029.000000 Penalty: 2555.061279
	Iteration 13Q: 3 clusters Score -298029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -298054.500000 Penalty: 2555.061279
	Iteration 14Q: 3 clusters Score -298054.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -298073.687500 Penalty: 2555.061279
	Iteration 15Q: 3 clusters Score -298073.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -298095.656250 Penalty: 2555.061279
	Iteration 16Q: 3 clusters Score -298095.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -298117.718750 Penalty: 2555.061279
	Iteration 17Q: 3 clusters Score -298117.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -298141.031250 Penalty: 2555.061279
	Iteration 18Q: 3 clusters Score -298141 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -298167.656250 Penalty: 2555.061279
	Iteration 19Q: 3 clusters Score -298167.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -298187.812500 Penalty: 2555.061279
	Iteration 20F: 3 clusters Score -298187.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -298205.843750 Penalty: 2555.061279
	Iteration 21Q: 3 clusters Score -298205.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -298221.093750 Penalty: 2555.061279
	Iteration 22Q: 3 clusters Score -298221.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -298233.125000 Penalty: 2555.061279
	Iteration 23Q: 3 clusters Score -298233.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -298243.218750 Penalty: 2555.061279
	Iteration 24Q: 3 clusters Score -298243.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -298253.375000 Penalty: 2555.061279
	Iteration 25Q: 3 clusters Score -298253.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -298261.156250 Penalty: 2555.061279
	Iteration 26Q: 3 clusters Score -298261.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -298268.375000 Penalty: 2555.061279
	Iteration 27Q: 3 clusters Score -298268.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -298272.500000 Penalty: 2555.061279
	Iteration 28Q: 3 clusters Score -298272.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -298275.656250 Penalty: 2555.061279
	Iteration 29Q: 3 clusters Score -298275.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -298279.125000 Penalty: 2555.061279
	Iteration 30Q: 3 clusters Score -298279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -298284.250000 Penalty: 2555.061279
	Iteration 31Q: 3 clusters Score -298284.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -298287.000000 Penalty: 2555.061279
	Iteration 32Q: 3 clusters Score -298287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -298291.531250 Penalty: 2555.061279
	Iteration 33Q: 3 clusters Score -298291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -298293.843750 Penalty: 2555.061279
	Iteration 34Q: 3 clusters Score -298293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -298294.187500 Penalty: 2555.061279
	Iteration 35Q: 3 clusters Score -298294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -298296.906250 Penalty: 2555.061279
	Iteration 36Q: 3 clusters Score -298296.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -298298.406250 Penalty: 2555.061279
	Iteration 37Q: 3 clusters Score -298298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -298300.281250 Penalty: 2555.061279
	Iteration 38Q: 3 clusters Score -298300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -298302.125000 Penalty: 2555.061279
	Iteration 39Q: 3 clusters Score -298302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -298308.468750 Penalty: 2555.061279
	Iteration 40F: 3 clusters Score -298308.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -298311.062500 Penalty: 2555.061279
	Iteration 41Q: 3 clusters Score -298311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -298311.468750 Penalty: 2555.061279
	Iteration 42Q: 3 clusters Score -298311.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -298311.468750 Penalty: 2555.061279
	Iteration 43F: 3 clusters Score -298311.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Entering Unmasked Estep 
Score: -1025055.937500 Penalty: 1477.579102
	Iteration 0F: 2 clusters Score -1025056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1018600.312500 Penalty: 2955.158203
	Iteration 0F: 3 clusters Score -1018600 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1020691.375000 Penalty: 2955.158203
	Iteration 1F: 3 clusters Score -1020691 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1020897.187500 Penalty: 2955.158203
	Iteration 2F: 3 clusters Score -1020897 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1021048.250000 Penalty: 2955.158203
	Iteration 3Q: 3 clusters Score -1021048 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1021174.812500 Penalty: 2955.158203
	Iteration 4Q: 3 clusters Score -1021175 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1021303.250000 Penalty: 2955.158203
	Iteration 5Q: 3 clusters Score -1021303 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1021443.562500 Penalty: 2955.158203
	Iteration 6Q: 3 clusters Score -1021444 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1021589.375000 Penalty: 2955.158203
	Iteration 7Q: 3 clusters Score -1021589 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1021730.875000 Penalty: 2955.158203
	Iteration 8Q: 3 clusters Score -1021731 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1021867.437500 Penalty: 2955.158203
	Iteration 9Q: 3 clusters Score -1021867 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1022005.875000 Penalty: 2955.158203
	Iteration 10Q: 3 clusters Score -1022006 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1022130.875000 Penalty: 2955.158203
	Iteration 11Q: 3 clusters Score -1022131 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1022251.562500 Penalty: 2955.158203
	Iteration 12Q: 3 clusters Score -1022252 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1022365.250000 Penalty: 2955.158203
	Iteration 13Q: 3 clusters Score -1022365 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1022483.250000 Penalty: 2955.158203
	Iteration 14Q: 3 clusters Score -1022483 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1022605.437500 Penalty: 2955.158203
	Iteration 15Q: 3 clusters Score -1022605 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1022713.750000 Penalty: 2955.158203
	Iteration 16Q: 3 clusters Score -1022714 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1022806.437500 Penalty: 2955.158203
	Iteration 17Q: 3 clusters Score -1022806 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1022910.812500 Penalty: 2955.158203
	Iteration 18Q: 3 clusters Score -1022911 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1023007.625000 Penalty: 2955.158203
	Iteration 19Q: 3 clusters Score -1023008 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1023090.187500 Penalty: 2955.158203
	Iteration 20F: 3 clusters Score -1023090 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1023171.125000 Penalty: 2955.158203
	Iteration 21Q: 3 clusters Score -1023171 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1023247.000000 Penalty: 2955.158203
	Iteration 22Q: 3 clusters Score -1023247 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1023318.625000 Penalty: 2955.158203
	Iteration 23Q: 3 clusters Score -1023319 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1023373.812500 Penalty: 2955.158203
	Iteration 24Q: 3 clusters Score -1023374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1023426.875000 Penalty: 2955.158203
	Iteration 25Q: 3 clusters Score -1023427 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1023471.375000 Penalty: 2955.158203
	Iteration 26Q: 3 clusters Score -1023471 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1023509.375000 Penalty: 2955.158203
	Iteration 27Q: 3 clusters Score -1023509 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1023543.312500 Penalty: 2955.158203
	Iteration 28Q: 3 clusters Score -1023543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1023573.437500 Penalty: 2955.158203
	Iteration 29Q: 3 clusters Score -1023573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1023594.062500 Penalty: 2955.158203
	Iteration 30Q: 3 clusters Score -1023594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1023611.187500 Penalty: 2955.158203
	Iteration 31Q: 3 clusters Score -1023611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1023628.250000 Penalty: 2955.158203
	Iteration 32Q: 3 clusters Score -1023628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1023654.000000 Penalty: 2955.158203
	Iteration 33Q: 3 clusters Score -1023654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1023663.125000 Penalty: 2955.158203
	Iteration 34Q: 3 clusters Score -1023663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1023673.687500 Penalty: 2955.158203
	Iteration 35Q: 3 clusters Score -1023674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1023685.437500 Penalty: 2955.158203
	Iteration 36Q: 3 clusters Score -1023685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1023697.625000 Penalty: 2955.158203
	Iteration 37Q: 3 clusters Score -1023698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1023709.062500 Penalty: 2955.158203
	Iteration 38Q: 3 clusters Score -1023709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1023721.125000 Penalty: 2955.158203
	Iteration 39Q: 3 clusters Score -1023721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1023726.625000 Penalty: 2955.158203
	Iteration 40F: 3 clusters Score -1023727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1023731.125000 Penalty: 2955.158203
	Iteration 41Q: 3 clusters Score -1023731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1023732.875000 Penalty: 2955.158203
	Iteration 42Q: 3 clusters Score -1023733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1023733.312500 Penalty: 2955.158203
	Iteration 43Q: 3 clusters Score -1023733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1023733.312500 Penalty: 2955.158203
	Iteration 44F: 3 clusters Score -1023733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Entering Unmasked Estep 
Score: -1373363.750000 Penalty: 1523.479980
	Iteration 0F: 2 clusters Score -1373364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1365134.250000 Penalty: 3046.959961
	Iteration 0F: 3 clusters Score -1365134 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1367902.500000 Penalty: 3046.959961
	Iteration 1F: 3 clusters Score -1367902 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1368231.000000 Penalty: 3046.959961
	Iteration 2F: 3 clusters Score -1368231 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1368694.000000 Penalty: 3046.959961
	Iteration 3F: 3 clusters Score -1368694 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1369400.375000 Penalty: 3046.959961
	Iteration 4F: 3 clusters Score -1369400 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1370293.250000 Penalty: 3046.959961
	Iteration 5F: 3 clusters Score -1370293 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1371257.375000 Penalty: 3046.959961
	Iteration 6F: 3 clusters Score -1371257 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1372108.250000 Penalty: 3046.959961
	Iteration 7F: 3 clusters Score -1372108 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1372722.875000 Penalty: 3046.959961
	Iteration 8F: 3 clusters Score -1372723 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1373104.875000 Penalty: 3046.959961
	Iteration 9Q: 3 clusters Score -1373105 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1373308.875000 Penalty: 3046.959961
	Iteration 10Q: 3 clusters Score -1373309 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1373425.750000 Penalty: 3046.959961
	Iteration 11Q: 3 clusters Score -1373426 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1373486.750000 Penalty: 3046.959961
	Iteration 12Q: 3 clusters Score -1373487 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1373524.500000 Penalty: 3046.959961
	Iteration 13Q: 3 clusters Score -1373524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1373550.125000 Penalty: 3046.959961
	Iteration 14Q: 3 clusters Score -1373550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1373569.250000 Penalty: 3046.959961
	Iteration 15Q: 3 clusters Score -1373569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1373575.875000 Penalty: 3046.959961
	Iteration 16Q: 3 clusters Score -1373576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1373584.125000 Penalty: 3046.959961
	Iteration 17Q: 3 clusters Score -1373584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1373591.875000 Penalty: 3046.959961
	Iteration 18Q: 3 clusters Score -1373592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1373594.125000 Penalty: 3046.959961
	Iteration 19Q: 3 clusters Score -1373594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1373595.125000 Penalty: 3046.959961
	Iteration 20F: 3 clusters Score -1373595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1373598.500000 Penalty: 3046.959961
	Iteration 21Q: 3 clusters Score -1373598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1373602.875000 Penalty: 3046.959961
	Iteration 22Q: 3 clusters Score -1373603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1373603.500000 Penalty: 3046.959961
	Iteration 23Q: 3 clusters Score -1373604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1373605.750000 Penalty: 3046.959961
	Iteration 24Q: 3 clusters Score -1373606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1373607.250000 Penalty: 3046.959961
	Iteration 25Q: 3 clusters Score -1373607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1373606.875000 Penalty: 3046.959961
	Iteration 26Q: 3 clusters Score -1373607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1373609.375000 Penalty: 3046.959961
	Iteration 27Q: 3 clusters Score -1373609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1373611.500000 Penalty: 3046.959961
	Iteration 28Q: 3 clusters Score -1373612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1373612.750000 Penalty: 3046.959961
	Iteration 29Q: 3 clusters Score -1373613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1373613.000000 Penalty: 3046.959961
	Iteration 30Q: 3 clusters Score -1373613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1373611.375000 Penalty: 3046.959961
	Iteration 31Q: 3 clusters Score -1373611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1373611.750000 Penalty: 3046.959961
	Iteration 32Q: 3 clusters Score -1373612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1373612.875000 Penalty: 3046.959961
	Iteration 33Q: 3 clusters Score -1373613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1373612.875000 Penalty: 3046.959961
	Iteration 34F: 3 clusters Score -1373613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 11170 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 66033 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 86521 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 15550 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 151 members 
Mstep: Class 14 contains 31866 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6378 members 
Mstep: Class 20 contains 106412 members 
Mstep: Class 21 contains 117917 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 116192 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 8891 members 
Mstep: Class 26 contains 920 members 
Mstep: Class 27 contains 108164 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 10873 members 
Entering Unmasked Estep 
Score: -86189864.000000 Penalty: 63808.488281
Splitting cluster 26 changes total score from -86187544.000000 to -86189864.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 11170 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 66033 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 86521 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 15550 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 14 contains 31866 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 201 members 
Mstep: Class 19 contains 6378 members 
Mstep: Class 20 contains 106412 members 
Mstep: Class 21 contains 117917 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 116192 members 
Mstep: Class 24 contains 2596 members 
Mstep: Class 25 contains 8891 members 
Mstep: Class 26 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86192400.000000 Penalty: 63808.488281
Iteration 79Q: 30 clusters Score -8.61924e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 12329 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 66022 members 
Mstep: Class 7 contains 1387 members 
Mstep: Class 8 contains 86320 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 15629 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 151 members 
Mstep: Class 14 contains 31914 members 
Mstep: Class 15 contains 3964 members 
Mstep: Class 16 contains 4294 members 
Mstep: Class 17 contains 3587 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6309 members 
Mstep: Class 20 contains 106896 members 
Mstep: Class 21 contains 118112 members 
Mstep: Class 22 contains 6007 members 
Mstep: Class 23 contains 117313 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 8907 members 
Mstep: Class 26 contains 929 members 
Mstep: Class 27 contains 105280 members 
Mstep: Class 28 contains 431 members 
Mstep: Class 29 contains 10662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196168.000000 Penalty: 63808.488281
Iteration 80F: 30 clusters Score -8.619617e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 5272 members 
Mstep: Class 4 contains 13152 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 6 contains 65922 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 85961 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6502 members 
Mstep: Class 11 contains 15675 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 31890 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 4287 members 
Mstep: Class 17 contains 3510 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 6255 members 
Mstep: Class 20 contains 107091 members 
Mstep: Class 21 contains 117967 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 117377 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 8877 members 
Mstep: Class 26 contains 932 members 
Mstep: Class 27 contains 104750 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 11076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86198400.000000 Penalty: 63808.488281
Iteration 81Q: 30 clusters Score -8.61984e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 3496 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 2929 members 
Mstep: Class 6 contains 65821 members 
Mstep: Class 7 contains 1380 members 
Mstep: Class 8 contains 85617 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 15705 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 170 members 
Mstep: Class 14 contains 31888 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 4279 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6201 members 
Mstep: Class 20 contains 107203 members 
Mstep: Class 21 contains 117911 members 
Mstep: Class 22 contains 5506 members 
Mstep: Class 23 contains 117139 members 
Mstep: Class 24 contains 2623 members 
Mstep: Class 25 contains 8862 members 
Mstep: Class 26 contains 935 members 
Mstep: Class 27 contains 104534 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 11369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86199624.000000 Penalty: 63808.488281
Iteration 82Q: 30 clusters Score -8.619962e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 3707 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 14746 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 65736 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 85282 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 6485 members 
Mstep: Class 11 contains 15733 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 166 members 
Mstep: Class 14 contains 31896 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 17 contains 3456 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6157 members 
Mstep: Class 20 contains 107242 members 
Mstep: Class 21 contains 117961 members 
Mstep: Class 22 contains 5310 members 
Mstep: Class 23 contains 116722 members 
Mstep: Class 24 contains 2630 members 
Mstep: Class 25 contains 8863 members 
Mstep: Class 26 contains 945 members 
Mstep: Class 27 contains 104459 members 
Mstep: Class 28 contains 411 members 
Mstep: Class 29 contains 11572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200696.000000 Penalty: 63808.488281
Iteration 83Q: 30 clusters Score -8.62007e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 3881 members 
Mstep: Class 3 contains 5207 members 
Mstep: Class 4 contains 15548 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 65648 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 84932 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 6478 members 
Mstep: Class 11 contains 15743 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 164 members 
Mstep: Class 14 contains 31917 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 4263 members 
Mstep: Class 17 contains 3443 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6111 members 
Mstep: Class 20 contains 107230 members 
Mstep: Class 21 contains 118040 members 
Mstep: Class 22 contains 5134 members 
Mstep: Class 23 contains 116250 members 
Mstep: Class 24 contains 2636 members 
Mstep: Class 25 contains 8868 members 
Mstep: Class 26 contains 949 members 
Mstep: Class 27 contains 104464 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 11730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201160.000000 Penalty: 63808.488281
Iteration 84Q: 30 clusters Score -8.620116e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 4026 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 16358 members 
Mstep: Class 5 contains 3035 members 
Mstep: Class 6 contains 65568 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 84618 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 6462 members 
Mstep: Class 11 contains 15750 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 165 members 
Mstep: Class 14 contains 31942 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 4259 members 
Mstep: Class 17 contains 3439 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6084 members 
Mstep: Class 20 contains 107149 members 
Mstep: Class 21 contains 118119 members 
Mstep: Class 22 contains 5010 members 
Mstep: Class 23 contains 115773 members 
Mstep: Class 24 contains 2642 members 
Mstep: Class 25 contains 8871 members 
Mstep: Class 26 contains 952 members 
Mstep: Class 27 contains 104494 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 11836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201408.000000 Penalty: 63808.488281
Iteration 85Q: 30 clusters Score -8.620141e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 5154 members 
Mstep: Class 4 contains 17187 members 
Mstep: Class 5 contains 3042 members 
Mstep: Class 6 contains 65468 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 84248 members 
Mstep: Class 9 contains 415 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 15749 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 167 members 
Mstep: Class 14 contains 31970 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 3432 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 107057 members 
Mstep: Class 21 contains 118300 members 
Mstep: Class 22 contains 4898 members 
Mstep: Class 23 contains 115236 members 
Mstep: Class 24 contains 2650 members 
Mstep: Class 25 contains 8878 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 104542 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 11929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201872.000000 Penalty: 63808.488281
Iteration 86Q: 30 clusters Score -8.620187e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 5126 members 
Mstep: Class 4 contains 18044 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 65360 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 83889 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6434 members 
Mstep: Class 11 contains 15750 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 167 members 
Mstep: Class 14 contains 32022 members 
Mstep: Class 15 contains 3971 members 
Mstep: Class 16 contains 4251 members 
Mstep: Class 17 contains 3427 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 6004 members 
Mstep: Class 20 contains 106979 members 
Mstep: Class 21 contains 118504 members 
Mstep: Class 22 contains 4803 members 
Mstep: Class 23 contains 114636 members 
Mstep: Class 24 contains 2655 members 
Mstep: Class 25 contains 8882 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 104615 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 12000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202304.000000 Penalty: 63808.488281
Iteration 87Q: 30 clusters Score -8.62023e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 4428 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 18931 members 
Mstep: Class 5 contains 3053 members 
Mstep: Class 6 contains 65272 members 
Mstep: Class 7 contains 1381 members 
Mstep: Class 8 contains 83553 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6418 members 
Mstep: Class 11 contains 15743 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 167 members 
Mstep: Class 14 contains 32045 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 4243 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5954 members 
Mstep: Class 20 contains 106849 members 
Mstep: Class 21 contains 118703 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 114029 members 
Mstep: Class 24 contains 2663 members 
Mstep: Class 25 contains 8881 members 
Mstep: Class 26 contains 967 members 
Mstep: Class 27 contains 104688 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 12072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202960.000000 Penalty: 63808.488281
Iteration 88Q: 30 clusters Score -8.620296e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 4551 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 19835 members 
Mstep: Class 5 contains 3062 members 
Mstep: Class 6 contains 65187 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 83229 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6404 members 
Mstep: Class 11 contains 15734 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 168 members 
Mstep: Class 14 contains 32081 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 4235 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5895 members 
Mstep: Class 20 contains 106697 members 
Mstep: Class 21 contains 118871 members 
Mstep: Class 22 contains 4659 members 
Mstep: Class 23 contains 113413 members 
Mstep: Class 24 contains 2672 members 
Mstep: Class 25 contains 8878 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 104761 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 12138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203568.000000 Penalty: 63808.488281
Iteration 89Q: 30 clusters Score -8.620357e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 4672 members 
Mstep: Class 3 contains 5056 members 
Mstep: Class 4 contains 20655 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 65096 members 
Mstep: Class 7 contains 1383 members 
Mstep: Class 8 contains 82887 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6377 members 
Mstep: Class 11 contains 15733 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 170 members 
Mstep: Class 14 contains 32109 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5817 members 
Mstep: Class 20 contains 106487 members 
Mstep: Class 21 contains 119103 members 
Mstep: Class 22 contains 4588 members 
Mstep: Class 23 contains 112937 members 
Mstep: Class 24 contains 2680 members 
Mstep: Class 25 contains 8874 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 104829 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204232.000000 Penalty: 63808.488281
Iteration 90Q: 30 clusters Score -8.620423e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 21356 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 65000 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 82550 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 15733 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 173 members 
Mstep: Class 14 contains 32138 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 3386 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 106320 members 
Mstep: Class 21 contains 119301 members 
Mstep: Class 22 contains 4535 members 
Mstep: Class 23 contains 112538 members 
Mstep: Class 24 contains 2684 members 
Mstep: Class 25 contains 8876 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 104913 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 12246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204696.000000 Penalty: 63808.488281
Iteration 91Q: 30 clusters Score -8.62047e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 21945 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 64907 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 82188 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 15730 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 174 members 
Mstep: Class 14 contains 32158 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 4226 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 106191 members 
Mstep: Class 21 contains 119568 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 112140 members 
Mstep: Class 24 contains 2687 members 
Mstep: Class 25 contains 8872 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 105033 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 12287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204856.000000 Penalty: 63808.488281
Iteration 92Q: 30 clusters Score -8.620486e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 5081 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 22447 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 64823 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 81786 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6311 members 
Mstep: Class 11 contains 15726 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 177 members 
Mstep: Class 14 contains 32172 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 4222 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5579 members 
Mstep: Class 20 contains 106032 members 
Mstep: Class 21 contains 119885 members 
Mstep: Class 22 contains 4432 members 
Mstep: Class 23 contains 111856 members 
Mstep: Class 24 contains 2690 members 
Mstep: Class 25 contains 8869 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 105155 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 12337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205360.000000 Penalty: 63808.488281
Iteration 93Q: 30 clusters Score -8.620536e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 22912 members 
Mstep: Class 5 contains 3082 members 
Mstep: Class 6 contains 64721 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 81395 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 15723 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 180 members 
Mstep: Class 14 contains 32197 members 
Mstep: Class 15 contains 3977 members 
Mstep: Class 16 contains 4215 members 
Mstep: Class 17 contains 3358 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5538 members 
Mstep: Class 20 contains 105869 members 
Mstep: Class 21 contains 120219 members 
Mstep: Class 22 contains 4371 members 
Mstep: Class 23 contains 111626 members 
Mstep: Class 24 contains 2689 members 
Mstep: Class 25 contains 8866 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 105248 members 
Mstep: Class 28 contains 413 members 
Mstep: Class 29 contains 12376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86205744.000000 Penalty: 63808.488281
Iteration 94Q: 30 clusters Score -8.620574e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 5324 members 
Mstep: Class 3 contains 4949 members 
Mstep: Class 4 contains 23321 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 64648 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 81011 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6244 members 
Mstep: Class 11 contains 15728 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 180 members 
Mstep: Class 14 contains 32208 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 4202 members 
Mstep: Class 17 contains 3351 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5507 members 
Mstep: Class 20 contains 105726 members 
Mstep: Class 21 contains 120520 members 
Mstep: Class 22 contains 4318 members 
Mstep: Class 23 contains 111429 members 
Mstep: Class 24 contains 2691 members 
Mstep: Class 25 contains 8862 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 105326 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206304.000000 Penalty: 63808.488281
Iteration 95Q: 30 clusters Score -8.62063e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 5423 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 23714 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 64558 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 80647 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6210 members 
Mstep: Class 11 contains 15733 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 180 members 
Mstep: Class 14 contains 32221 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 4188 members 
Mstep: Class 17 contains 3345 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5483 members 
Mstep: Class 20 contains 105630 members 
Mstep: Class 21 contains 120803 members 
Mstep: Class 22 contains 4262 members 
Mstep: Class 23 contains 111228 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 8854 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 105401 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206312.000000 Penalty: 63808.488281
Iteration 96Q: 30 clusters Score -8.620631e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 5520 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 4 contains 24084 members 
Mstep: Class 5 contains 3076 members 
Mstep: Class 6 contains 64473 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 80265 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 6188 members 
Mstep: Class 11 contains 15741 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 180 members 
Mstep: Class 14 contains 32246 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 17 contains 3341 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 105531 members 
Mstep: Class 21 contains 121064 members 
Mstep: Class 22 contains 4204 members 
Mstep: Class 23 contains 111060 members 
Mstep: Class 24 contains 2697 members 
Mstep: Class 25 contains 8852 members 
Mstep: Class 26 contains 980 members 
Mstep: Class 27 contains 105450 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206736.000000 Penalty: 63808.488281
Iteration 97Q: 30 clusters Score -8.620674e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 5604 members 
Mstep: Class 3 contains 4895 members 
Mstep: Class 4 contains 24447 members 
Mstep: Class 5 contains 3075 members 
Mstep: Class 6 contains 64375 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 79901 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 6167 members 
Mstep: Class 11 contains 15752 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 180 members 
Mstep: Class 14 contains 32274 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 4172 members 
Mstep: Class 17 contains 3336 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 105416 members 
Mstep: Class 21 contains 121348 members 
Mstep: Class 22 contains 4155 members 
Mstep: Class 23 contains 110912 members 
Mstep: Class 24 contains 2699 members 
Mstep: Class 25 contains 8854 members 
Mstep: Class 26 contains 981 members 
Mstep: Class 27 contains 105481 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206664.000000 Penalty: 63808.488281
Iteration 98Q: 30 clusters Score -8.620666e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 4895 members 
Mstep: Class 4 contains 24771 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 64265 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 79545 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 15769 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 180 members 
Mstep: Class 14 contains 32312 members 
Mstep: Class 15 contains 3952 members 
Mstep: Class 16 contains 4158 members 
Mstep: Class 17 contains 3332 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5456 members 
Mstep: Class 20 contains 105357 members 
Mstep: Class 21 contains 121643 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 110749 members 
Mstep: Class 24 contains 2699 members 
Mstep: Class 25 contains 8849 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 105516 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206816.000000 Penalty: 63808.488281
Iteration 99Q: 30 clusters Score -8.620682e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 5759 members 
Mstep: Class 3 contains 4889 members 
Mstep: Class 4 contains 25078 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 64179 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 79231 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 6117 members 
Mstep: Class 11 contains 15775 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 182 members 
Mstep: Class 14 contains 32329 members 
Mstep: Class 15 contains 3951 members 
Mstep: Class 16 contains 4144 members 
Mstep: Class 17 contains 3325 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5436 members 
Mstep: Class 20 contains 105298 members 
Mstep: Class 21 contains 121927 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 110590 members 
Mstep: Class 24 contains 2702 members 
Mstep: Class 25 contains 8847 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 105538 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207000.000000 Penalty: 63808.488281
Iteration 100F: 30 clusters Score -8.6207e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 4879 members 
Mstep: Class 4 contains 25749 members 
Mstep: Class 5 contains 3076 members 
Mstep: Class 6 contains 64087 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 78964 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 6089 members 
Mstep: Class 11 contains 15774 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 187 members 
Mstep: Class 14 contains 32343 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 4127 members 
Mstep: Class 17 contains 3315 members 
Mstep: Class 18 contains 200 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 105062 members 
Mstep: Class 21 contains 122157 members 
Mstep: Class 22 contains 4015 members 
Mstep: Class 23 contains 110271 members 
Mstep: Class 24 contains 2705 members 
Mstep: Class 25 contains 8846 members 
Mstep: Class 26 contains 988 members 
Mstep: Class 27 contains 105572 members 
Mstep: Class 28 contains 411 members 
Mstep: Class 29 contains 12606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207288.000000 Penalty: 63808.488281
Iteration 101Q: 30 clusters Score -8.620729e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 5878 members 
Mstep: Class 3 contains 4868 members 
Mstep: Class 4 contains 26438 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 63984 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 78676 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 15772 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 191 members 
Mstep: Class 14 contains 32357 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 16 contains 4113 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5406 members 
Mstep: Class 20 contains 104833 members 
Mstep: Class 21 contains 122386 members 
Mstep: Class 22 contains 3972 members 
Mstep: Class 23 contains 109972 members 
Mstep: Class 24 contains 2709 members 
Mstep: Class 25 contains 8846 members 
Mstep: Class 26 contains 992 members 
Mstep: Class 27 contains 105574 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207512.000000 Penalty: 63808.488281
Iteration 102Q: 30 clusters Score -8.620751e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 5931 members 
Mstep: Class 3 contains 4855 members 
Mstep: Class 4 contains 27145 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 63874 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 78404 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 6051 members 
Mstep: Class 11 contains 15778 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 193 members 
Mstep: Class 14 contains 32363 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 4099 members 
Mstep: Class 17 contains 3290 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5382 members 
Mstep: Class 20 contains 104547 members 
Mstep: Class 21 contains 122661 members 
Mstep: Class 22 contains 3929 members 
Mstep: Class 23 contains 109677 members 
Mstep: Class 24 contains 2712 members 
Mstep: Class 25 contains 8845 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 105562 members 
Mstep: Class 28 contains 411 members 
Mstep: Class 29 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207568.000000 Penalty: 63808.488281
Iteration 103Q: 30 clusters Score -8.620757e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 5983 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 27840 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 63748 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 78125 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 15779 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 194 members 
Mstep: Class 14 contains 32362 members 
Mstep: Class 15 contains 3927 members 
Mstep: Class 16 contains 4093 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5346 members 
Mstep: Class 20 contains 104311 members 
Mstep: Class 21 contains 122975 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 109319 members 
Mstep: Class 24 contains 2715 members 
Mstep: Class 25 contains 8841 members 
Mstep: Class 26 contains 1001 members 
Mstep: Class 27 contains 105579 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207936.000000 Penalty: 63808.488281
Iteration 104Q: 30 clusters Score -8.620794e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 6037 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 28550 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 63645 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 77844 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 15783 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 32371 members 
Mstep: Class 15 contains 3919 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 3275 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 104056 members 
Mstep: Class 21 contains 123232 members 
Mstep: Class 22 contains 3856 members 
Mstep: Class 23 contains 108961 members 
Mstep: Class 24 contains 2717 members 
Mstep: Class 25 contains 8836 members 
Mstep: Class 26 contains 1002 members 
Mstep: Class 27 contains 105618 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208232.000000 Penalty: 63808.488281
Iteration 105Q: 30 clusters Score -8.620823e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 6086 members 
Mstep: Class 3 contains 4804 members 
Mstep: Class 4 contains 29249 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 63551 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 77597 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 6026 members 
Mstep: Class 11 contains 15783 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 32387 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 3272 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5295 members 
Mstep: Class 20 contains 103812 members 
Mstep: Class 21 contains 123487 members 
Mstep: Class 22 contains 3823 members 
Mstep: Class 23 contains 108581 members 
Mstep: Class 24 contains 2719 members 
Mstep: Class 25 contains 8833 members 
Mstep: Class 26 contains 1004 members 
Mstep: Class 27 contains 105658 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208176.000000 Penalty: 63808.488281
Iteration 106Q: 30 clusters Score -8.620818e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 4795 members 
Mstep: Class 4 contains 29989 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 63451 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 77348 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 6016 members 
Mstep: Class 11 contains 15788 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 32414 members 
Mstep: Class 15 contains 3913 members 
Mstep: Class 16 contains 4052 members 
Mstep: Class 17 contains 3269 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 5283 members 
Mstep: Class 20 contains 103601 members 
Mstep: Class 21 contains 123707 members 
Mstep: Class 22 contains 3791 members 
Mstep: Class 23 contains 108136 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 8830 members 
Mstep: Class 26 contains 1004 members 
Mstep: Class 27 contains 105683 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208032.000000 Penalty: 63808.488281
Iteration 107Q: 30 clusters Score -8.620803e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 6175 members 
Mstep: Class 3 contains 4780 members 
Mstep: Class 4 contains 30661 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 63357 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 77096 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 6003 members 
Mstep: Class 11 contains 15786 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 32432 members 
Mstep: Class 15 contains 3914 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 3268 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5271 members 
Mstep: Class 20 contains 103368 members 
Mstep: Class 21 contains 123957 members 
Mstep: Class 22 contains 3763 members 
Mstep: Class 23 contains 107765 members 
Mstep: Class 24 contains 2733 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 1004 members 
Mstep: Class 27 contains 105699 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208192.000000 Penalty: 63808.488281
Iteration 108Q: 30 clusters Score -8.620819e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 6213 members 
Mstep: Class 3 contains 4770 members 
Mstep: Class 4 contains 31314 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 63275 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 76853 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5996 members 
Mstep: Class 11 contains 15789 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 32441 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 4039 members 
Mstep: Class 17 contains 3265 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5257 members 
Mstep: Class 20 contains 103110 members 
Mstep: Class 21 contains 124227 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 107385 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 8823 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 105722 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208696.000000 Penalty: 63808.488281
Iteration 109Q: 30 clusters Score -8.62087e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 6246 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 31949 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 63177 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 76577 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5994 members 
Mstep: Class 11 contains 15787 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 32469 members 
Mstep: Class 15 contains 3906 members 
Mstep: Class 16 contains 4029 members 
Mstep: Class 17 contains 3262 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5240 members 
Mstep: Class 20 contains 102845 members 
Mstep: Class 21 contains 124526 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 107051 members 
Mstep: Class 24 contains 2752 members 
Mstep: Class 25 contains 8819 members 
Mstep: Class 26 contains 1007 members 
Mstep: Class 27 contains 105732 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208792.000000 Penalty: 63808.488281
Iteration 110Q: 30 clusters Score -8.620879e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 6279 members 
Mstep: Class 3 contains 4713 members 
Mstep: Class 4 contains 32599 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 63077 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 76288 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5993 members 
Mstep: Class 11 contains 15785 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 32488 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 4020 members 
Mstep: Class 17 contains 3259 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 102623 members 
Mstep: Class 21 contains 124828 members 
Mstep: Class 22 contains 3702 members 
Mstep: Class 23 contains 106714 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 8819 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 105723 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208944.000000 Penalty: 63808.488281
Iteration 111Q: 30 clusters Score -8.620894e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 6309 members 
Mstep: Class 3 contains 4698 members 
Mstep: Class 4 contains 33267 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 62969 members 
Mstep: Class 7 contains 1376 members 
Mstep: Class 8 contains 75968 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5977 members 
Mstep: Class 11 contains 15780 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 32517 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 16 contains 4010 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 102386 members 
Mstep: Class 21 contains 125156 members 
Mstep: Class 22 contains 3683 members 
Mstep: Class 23 contains 106369 members 
Mstep: Class 24 contains 2757 members 
Mstep: Class 25 contains 8815 members 
Mstep: Class 26 contains 1012 members 
Mstep: Class 27 contains 105740 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208752.000000 Penalty: 63808.488281
Iteration 112Q: 30 clusters Score -8.620875e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 4692 members 
Mstep: Class 4 contains 33906 members 
Mstep: Class 5 contains 3075 members 
Mstep: Class 6 contains 62860 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 75648 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5967 members 
Mstep: Class 11 contains 15777 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 200 members 
Mstep: Class 14 contains 32555 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 4002 members 
Mstep: Class 17 contains 3254 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 102154 members 
Mstep: Class 21 contains 125460 members 
Mstep: Class 22 contains 3662 members 
Mstep: Class 23 contains 106050 members 
Mstep: Class 24 contains 2758 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 105762 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208704.000000 Penalty: 63808.488281
Iteration 113Q: 30 clusters Score -8.62087e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 6347 members 
Mstep: Class 3 contains 4685 members 
Mstep: Class 4 contains 34524 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 62772 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 75357 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5967 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 32596 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 3994 members 
Mstep: Class 17 contains 3251 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5138 members 
Mstep: Class 20 contains 101956 members 
Mstep: Class 21 contains 125735 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 105709 members 
Mstep: Class 24 contains 2759 members 
Mstep: Class 25 contains 8809 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 105754 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208688.000000 Penalty: 63808.488281
Iteration 114Q: 30 clusters Score -8.620869e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 6359 members 
Mstep: Class 3 contains 4675 members 
Mstep: Class 4 contains 35122 members 
Mstep: Class 5 contains 3076 members 
Mstep: Class 6 contains 62703 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 75078 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5950 members 
Mstep: Class 11 contains 15765 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 32627 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 3985 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 101800 members 
Mstep: Class 21 contains 125981 members 
Mstep: Class 22 contains 3631 members 
Mstep: Class 23 contains 105375 members 
Mstep: Class 24 contains 2760 members 
Mstep: Class 25 contains 8810 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 105758 members 
Mstep: Class 28 contains 412 members 
Mstep: Class 29 contains 12901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208640.000000 Penalty: 63808.488281
Iteration 115Q: 30 clusters Score -8.620864e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 4660 members 
Mstep: Class 4 contains 35669 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 62601 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 74847 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5942 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 32648 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 3978 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 101707 members 
Mstep: Class 21 contains 126195 members 
Mstep: Class 22 contains 3622 members 
Mstep: Class 23 contains 105078 members 
Mstep: Class 24 contains 2759 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 105719 members 
Mstep: Class 28 contains 411 members 
Mstep: Class 29 contains 12902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208400.000000 Penalty: 63808.488281
Iteration 116Q: 30 clusters Score -8.62084e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 6383 members 
Mstep: Class 3 contains 4649 members 
Mstep: Class 4 contains 36197 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 62522 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 74639 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5926 members 
Mstep: Class 11 contains 15758 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 32670 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 3966 members 
Mstep: Class 17 contains 3248 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 101616 members 
Mstep: Class 21 contains 126391 members 
Mstep: Class 22 contains 3604 members 
Mstep: Class 23 contains 104779 members 
Mstep: Class 24 contains 2761 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 105687 members 
Mstep: Class 28 contains 411 members 
Mstep: Class 29 contains 12911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208488.000000 Penalty: 63808.488281
Iteration 117Q: 30 clusters Score -8.620849e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 6392 members 
Mstep: Class 3 contains 4634 members 
Mstep: Class 4 contains 36719 members 
Mstep: Class 5 contains 3073 members 
Mstep: Class 6 contains 62454 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 74437 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5912 members 
Mstep: Class 11 contains 15754 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 202 members 
Mstep: Class 14 contains 32687 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 3956 members 
Mstep: Class 17 contains 3246 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5077 members 
Mstep: Class 20 contains 101552 members 
Mstep: Class 21 contains 126583 members 
Mstep: Class 22 contains 3584 members 
Mstep: Class 23 contains 104451 members 
Mstep: Class 24 contains 2766 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 105652 members 
Mstep: Class 28 contains 411 members 
Mstep: Class 29 contains 12916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208696.000000 Penalty: 63808.488281
Iteration 118Q: 30 clusters Score -8.62087e+07 nChanged 1697
Entering ConstructFrom: 
Score: -86208696.000000 Penalty: 63808.488281
Entering ConstructFrom: 
Trying to split cluster 1 (28851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Entering Unmasked Estep 
Score: -3227922.750000 Penalty: 1668.858765
	Iteration 0F: 2 clusters Score -3227923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3208601.250000 Penalty: 3337.717529
	Iteration 0F: 3 clusters Score -3208601 nChanged 13167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3215906.750000 Penalty: 3337.717529
	Iteration 1F: 3 clusters Score -3215907 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3216450.250000 Penalty: 3337.717529
	Iteration 2Q: 3 clusters Score -3216450 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3217139.000000 Penalty: 3337.717529
	Iteration 3F: 3 clusters Score -3217139 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3218105.750000 Penalty: 3337.717529
	Iteration 4F: 3 clusters Score -3218106 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3219334.500000 Penalty: 3337.717529
	Iteration 5F: 3 clusters Score -3219334 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3220713.750000 Penalty: 3337.717529
	Iteration 6F: 3 clusters Score -3220714 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3221981.750000 Penalty: 3337.717529
	Iteration 7F: 3 clusters Score -3221982 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3223050.500000 Penalty: 3337.717529
	Iteration 8F: 3 clusters Score -3223050 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3223775.250000 Penalty: 3337.717529
	Iteration 9Q: 3 clusters Score -3223775 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3224327.250000 Penalty: 3337.717529
	Iteration 10Q: 3 clusters Score -3224327 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3224758.500000 Penalty: 3337.717529
	Iteration 11Q: 3 clusters Score -3224758 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3225117.750000 Penalty: 3337.717529
	Iteration 12Q: 3 clusters Score -3225118 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3225403.750000 Penalty: 3337.717529
	Iteration 13Q: 3 clusters Score -3225404 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3225617.500000 Penalty: 3337.717529
	Iteration 14Q: 3 clusters Score -3225618 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3225813.500000 Penalty: 3337.717529
	Iteration 15Q: 3 clusters Score -3225814 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3225979.500000 Penalty: 3337.717529
	Iteration 16Q: 3 clusters Score -3225980 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3226100.750000 Penalty: 3337.717529
	Iteration 17Q: 3 clusters Score -3226101 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3226217.250000 Penalty: 3337.717529
	Iteration 18Q: 3 clusters Score -3226217 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3226323.250000 Penalty: 3337.717529
	Iteration 19Q: 3 clusters Score -3226323 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3226386.250000 Penalty: 3337.717529
	Iteration 20F: 3 clusters Score -3226386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3226449.750000 Penalty: 3337.717529
	Iteration 21Q: 3 clusters Score -3226450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3226492.250000 Penalty: 3337.717529
	Iteration 22Q: 3 clusters Score -3226492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3226516.500000 Penalty: 3337.717529
	Iteration 23Q: 3 clusters Score -3226516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3226539.000000 Penalty: 3337.717529
	Iteration 24Q: 3 clusters Score -3226539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3226551.750000 Penalty: 3337.717529
	Iteration 25Q: 3 clusters Score -3226552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3226559.500000 Penalty: 3337.717529
	Iteration 26Q: 3 clusters Score -3226560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3226573.750000 Penalty: 3337.717529
	Iteration 27Q: 3 clusters Score -3226574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3226577.250000 Penalty: 3337.717529
	Iteration 28Q: 3 clusters Score -3226577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3226582.000000 Penalty: 3337.717529
	Iteration 29Q: 3 clusters Score -3226582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3226587.250000 Penalty: 3337.717529
	Iteration 30Q: 3 clusters Score -3226587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3226596.500000 Penalty: 3337.717529
	Iteration 31Q: 3 clusters Score -3226596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3226609.000000 Penalty: 3337.717529
	Iteration 32Q: 3 clusters Score -3226609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3226606.500000 Penalty: 3337.717529
	Iteration 33Q: 3 clusters Score -3226606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3226611.500000 Penalty: 3337.717529
	Iteration 34Q: 3 clusters Score -3226612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3226611.750000 Penalty: 3337.717529
	Iteration 35Q: 3 clusters Score -3226612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3226617.500000 Penalty: 3337.717529
	Iteration 36Q: 3 clusters Score -3226618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3226620.000000 Penalty: 3337.717529
	Iteration 37Q: 3 clusters Score -3226620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3226615.750000 Penalty: 3337.717529
	Iteration 38Q: 3 clusters Score -3226616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3226614.750000 Penalty: 3337.717529
	Iteration 39Q: 3 clusters Score -3226615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3226615.500000 Penalty: 3337.717529
	Iteration 40F: 3 clusters Score -3226616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3226623.250000 Penalty: 3337.717529
	Iteration 41Q: 3 clusters Score -3226623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3226627.250000 Penalty: 3337.717529
	Iteration 42Q: 3 clusters Score -3226627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3226622.500000 Penalty: 3337.717529
	Iteration 43Q: 3 clusters Score -3226622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3226624.500000 Penalty: 3337.717529
	Iteration 44Q: 3 clusters Score -3226624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3226624.500000 Penalty: 3337.717529
	Iteration 45F: 3 clusters Score -3226624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -682101.562500 Penalty: 1424.133301
	Iteration 0F: 2 clusters Score -682101.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -677278.187500 Penalty: 2848.266602
	Iteration 0F: 3 clusters Score -677278.2 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -678666.187500 Penalty: 2848.266602
	Iteration 1F: 3 clusters Score -678666.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -678946.875000 Penalty: 2848.266602
	Iteration 2F: 3 clusters Score -678946.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -679231.312500 Penalty: 2848.266602
	Iteration 3F: 3 clusters Score -679231.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -679514.062500 Penalty: 2848.266602
	Iteration 4F: 3 clusters Score -679514.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -679926.437500 Penalty: 2848.266602
	Iteration 5F: 3 clusters Score -679926.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -680343.875000 Penalty: 2848.266602
	Iteration 6F: 3 clusters Score -680343.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -680648.562500 Penalty: 2848.266602
	Iteration 7F: 3 clusters Score -680648.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -680876.625000 Penalty: 2848.266602
	Iteration 8Q: 3 clusters Score -680876.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -681011.062500 Penalty: 2848.266602
	Iteration 9Q: 3 clusters Score -681011.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -681097.937500 Penalty: 2848.266602
	Iteration 10Q: 3 clusters Score -681097.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -681166.062500 Penalty: 2848.266602
	Iteration 11Q: 3 clusters Score -681166.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -681209.750000 Penalty: 2848.266602
	Iteration 12Q: 3 clusters Score -681209.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -681249.312500 Penalty: 2848.266602
	Iteration 13Q: 3 clusters Score -681249.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -681288.250000 Penalty: 2848.266602
	Iteration 14Q: 3 clusters Score -681288.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -681330.500000 Penalty: 2848.266602
	Iteration 15Q: 3 clusters Score -681330.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -681360.437500 Penalty: 2848.266602
	Iteration 16Q: 3 clusters Score -681360.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -681383.250000 Penalty: 2848.266602
	Iteration 17Q: 3 clusters Score -681383.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -681397.187500 Penalty: 2848.266602
	Iteration 18Q: 3 clusters Score -681397.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -681411.187500 Penalty: 2848.266602
	Iteration 19Q: 3 clusters Score -681411.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -681422.750000 Penalty: 2848.266602
	Iteration 20F: 3 clusters Score -681422.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -681433.000000 Penalty: 2848.266602
	Iteration 21Q: 3 clusters Score -681433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -681444.687500 Penalty: 2848.266602
	Iteration 22Q: 3 clusters Score -681444.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -681453.062500 Penalty: 2848.266602
	Iteration 23Q: 3 clusters Score -681453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -681457.312500 Penalty: 2848.266602
	Iteration 24Q: 3 clusters Score -681457.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -681456.937500 Penalty: 2848.266602
	Iteration 25Q: 3 clusters Score -681456.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -681457.500000 Penalty: 2848.266602
	Iteration 26Q: 3 clusters Score -681457.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -681459.625000 Penalty: 2848.266602
	Iteration 27Q: 3 clusters Score -681459.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -681460.437500 Penalty: 2848.266602
	Iteration 28Q: 3 clusters Score -681460.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -681460.687500 Penalty: 2848.266602
	Iteration 29Q: 3 clusters Score -681460.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -681463.250000 Penalty: 2848.266602
	Iteration 30Q: 3 clusters Score -681463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -681464.687500 Penalty: 2848.266602
	Iteration 31Q: 3 clusters Score -681464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -681465.125000 Penalty: 2848.266602
	Iteration 32Q: 3 clusters Score -681465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -681467.500000 Penalty: 2848.266602
	Iteration 33Q: 3 clusters Score -681467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -681466.812500 Penalty: 2848.266602
	Iteration 34Q: 3 clusters Score -681466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -681468.187500 Penalty: 2848.266602
	Iteration 35Q: 3 clusters Score -681468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -681468.687500 Penalty: 2848.266602
	Iteration 36Q: 3 clusters Score -681468.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -681471.125000 Penalty: 2848.266602
	Iteration 37Q: 3 clusters Score -681471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -681471.312500 Penalty: 2848.266602
	Iteration 38Q: 3 clusters Score -681471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -681472.062500 Penalty: 2848.266602
	Iteration 39Q: 3 clusters Score -681472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -681471.625000 Penalty: 2848.266602
	Iteration 40F: 3 clusters Score -681471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -681472.437500 Penalty: 2848.266602
	Iteration 41Q: 3 clusters Score -681472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -681472.875000 Penalty: 2848.266602
	Iteration 42Q: 3 clusters Score -681472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -681472.875000 Penalty: 2848.266602
	Iteration 43F: 3 clusters Score -681472.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -541750.062500 Penalty: 1371.199463
	Iteration 0F: 2 clusters Score -541750.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -538011.000000 Penalty: 2742.398926
	Iteration 0F: 3 clusters Score -538011 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -539042.562500 Penalty: 2742.398926
	Iteration 1F: 3 clusters Score -539042.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -539185.437500 Penalty: 2742.398926
	Iteration 2F: 3 clusters Score -539185.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -539280.187500 Penalty: 2742.398926
	Iteration 3Q: 3 clusters Score -539280.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -539348.625000 Penalty: 2742.398926
	Iteration 4Q: 3 clusters Score -539348.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -539394.312500 Penalty: 2742.398926
	Iteration 5Q: 3 clusters Score -539394.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -539428.437500 Penalty: 2742.398926
	Iteration 6Q: 3 clusters Score -539428.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -539452.125000 Penalty: 2742.398926
	Iteration 7Q: 3 clusters Score -539452.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -539471.937500 Penalty: 2742.398926
	Iteration 8Q: 3 clusters Score -539471.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -539494.375000 Penalty: 2742.398926
	Iteration 9Q: 3 clusters Score -539494.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -539527.375000 Penalty: 2742.398926
	Iteration 10Q: 3 clusters Score -539527.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -539570.500000 Penalty: 2742.398926
	Iteration 11Q: 3 clusters Score -539570.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -539605.812500 Penalty: 2742.398926
	Iteration 12Q: 3 clusters Score -539605.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -539643.750000 Penalty: 2742.398926
	Iteration 13Q: 3 clusters Score -539643.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -539680.937500 Penalty: 2742.398926
	Iteration 14Q: 3 clusters Score -539680.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -539718.875000 Penalty: 2742.398926
	Iteration 15Q: 3 clusters Score -539718.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -539767.187500 Penalty: 2742.398926
	Iteration 16Q: 3 clusters Score -539767.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -539809.312500 Penalty: 2742.398926
	Iteration 17Q: 3 clusters Score -539809.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -539847.937500 Penalty: 2742.398926
	Iteration 18Q: 3 clusters Score -539847.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -539888.000000 Penalty: 2742.398926
	Iteration 19Q: 3 clusters Score -539888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -539918.437500 Penalty: 2742.398926
	Iteration 20F: 3 clusters Score -539918.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -539947.312500 Penalty: 2742.398926
	Iteration 21Q: 3 clusters Score -539947.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -539985.000000 Penalty: 2742.398926
	Iteration 22Q: 3 clusters Score -539985 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -540017.812500 Penalty: 2742.398926
	Iteration 23Q: 3 clusters Score -540017.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -540051.687500 Penalty: 2742.398926
	Iteration 24Q: 3 clusters Score -540051.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -540074.500000 Penalty: 2742.398926
	Iteration 25Q: 3 clusters Score -540074.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -540095.125000 Penalty: 2742.398926
	Iteration 26Q: 3 clusters Score -540095.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -540125.812500 Penalty: 2742.398926
	Iteration 27Q: 3 clusters Score -540125.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -540148.312500 Penalty: 2742.398926
	Iteration 28Q: 3 clusters Score -540148.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -540167.562500 Penalty: 2742.398926
	Iteration 29Q: 3 clusters Score -540167.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -540185.687500 Penalty: 2742.398926
	Iteration 30Q: 3 clusters Score -540185.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -540203.000000 Penalty: 2742.398926
	Iteration 31Q: 3 clusters Score -540203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -540221.312500 Penalty: 2742.398926
	Iteration 32Q: 3 clusters Score -540221.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -540230.375000 Penalty: 2742.398926
	Iteration 33Q: 3 clusters Score -540230.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -540242.875000 Penalty: 2742.398926
	Iteration 34Q: 3 clusters Score -540242.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -540253.500000 Penalty: 2742.398926
	Iteration 35Q: 3 clusters Score -540253.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -540260.125000 Penalty: 2742.398926
	Iteration 36Q: 3 clusters Score -540260.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -540265.937500 Penalty: 2742.398926
	Iteration 37Q: 3 clusters Score -540265.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -540270.437500 Penalty: 2742.398926
	Iteration 38Q: 3 clusters Score -540270.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -540274.312500 Penalty: 2742.398926
	Iteration 39Q: 3 clusters Score -540274.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -540276.062500 Penalty: 2742.398926
	Iteration 40F: 3 clusters Score -540276.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -540277.812500 Penalty: 2742.398926
	Iteration 41Q: 3 clusters Score -540277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -540280.437500 Penalty: 2742.398926
	Iteration 42Q: 3 clusters Score -540280.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -540282.937500 Penalty: 2742.398926
	Iteration 43Q: 3 clusters Score -540282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -540283.750000 Penalty: 2742.398926
	Iteration 44Q: 3 clusters Score -540283.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -540284.750000 Penalty: 2742.398926
	Iteration 45Q: 3 clusters Score -540284.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -540287.062500 Penalty: 2742.398926
	Iteration 46Q: 3 clusters Score -540287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -540287.937500 Penalty: 2742.398926
	Iteration 47Q: 3 clusters Score -540287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -540290.000000 Penalty: 2742.398926
	Iteration 48Q: 3 clusters Score -540290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -540290.500000 Penalty: 2742.398926
	Iteration 49Q: 3 clusters Score -540290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -540292.687500 Penalty: 2742.398926
	Iteration 50Q: 3 clusters Score -540292.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -540293.500000 Penalty: 2742.398926
	Iteration 51Q: 3 clusters Score -540293.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -540294.312500 Penalty: 2742.398926
	Iteration 52Q: 3 clusters Score -540294.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -540294.625000 Penalty: 2742.398926
	Iteration 53Q: 3 clusters Score -540294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -540294.625000 Penalty: 2742.398926
	Iteration 54F: 3 clusters Score -540294.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Entering Unmasked Estep 
Score: -4427147.500000 Penalty: 1710.321899
	Iteration 0F: 2 clusters Score -4427148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4402232.500000 Penalty: 3420.643799
	Iteration 0F: 3 clusters Score -4402232 nChanged 17277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4411510.500000 Penalty: 3420.643799
	Iteration 1F: 3 clusters Score -4411510 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -4411857.500000 Penalty: 3420.643799
	Iteration 2Q: 3 clusters Score -4411858 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -4412181.000000 Penalty: 3420.643799
	Iteration 3Q: 3 clusters Score -4412181 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -4412512.500000 Penalty: 3420.643799
	Iteration 4Q: 3 clusters Score -4412512 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4412827.000000 Penalty: 3420.643799
	Iteration 5Q: 3 clusters Score -4412827 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -4413235.500000 Penalty: 3420.643799
	Iteration 6Q: 3 clusters Score -4413236 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4413848.000000 Penalty: 3420.643799
	Iteration 7Q: 3 clusters Score -4413848 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4414788.500000 Penalty: 3420.643799
	Iteration 8Q: 3 clusters Score -4414788 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -4416250.000000 Penalty: 3420.643799
	Iteration 9F: 3 clusters Score -4416250 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -4418181.000000 Penalty: 3420.643799
	Iteration 10F: 3 clusters Score -4418181 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -4420007.500000 Penalty: 3420.643799
	Iteration 11F: 3 clusters Score -4420008 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -4421372.000000 Penalty: 3420.643799
	Iteration 12Q: 3 clusters Score -4421372 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -4422244.000000 Penalty: 3420.643799
	Iteration 13Q: 3 clusters Score -4422244 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4422791.500000 Penalty: 3420.643799
	Iteration 14Q: 3 clusters Score -4422792 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4423238.000000 Penalty: 3420.643799
	Iteration 15Q: 3 clusters Score -4423238 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -4423562.000000 Penalty: 3420.643799
	Iteration 16Q: 3 clusters Score -4423562 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -4423828.500000 Penalty: 3420.643799
	Iteration 17Q: 3 clusters Score -4423828 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4424090.000000 Penalty: 3420.643799
	Iteration 18Q: 3 clusters Score -4424090 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4424369.500000 Penalty: 3420.643799
	Iteration 19Q: 3 clusters Score -4424370 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4424578.500000 Penalty: 3420.643799
	Iteration 20F: 3 clusters Score -4424578 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4424735.000000 Penalty: 3420.643799
	Iteration 21Q: 3 clusters Score -4424735 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4424856.500000 Penalty: 3420.643799
	Iteration 22Q: 3 clusters Score -4424856 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4424975.000000 Penalty: 3420.643799
	Iteration 23Q: 3 clusters Score -4424975 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4425052.500000 Penalty: 3420.643799
	Iteration 24Q: 3 clusters Score -4425052 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4425147.500000 Penalty: 3420.643799
	Iteration 25Q: 3 clusters Score -4425148 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4425197.500000 Penalty: 3420.643799
	Iteration 26Q: 3 clusters Score -4425198 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4425257.000000 Penalty: 3420.643799
	Iteration 27Q: 3 clusters Score -4425257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4425310.500000 Penalty: 3420.643799
	Iteration 28Q: 3 clusters Score -4425310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4425368.500000 Penalty: 3420.643799
	Iteration 29Q: 3 clusters Score -4425368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4425418.000000 Penalty: 3420.643799
	Iteration 30Q: 3 clusters Score -4425418 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4425453.500000 Penalty: 3420.643799
	Iteration 31Q: 3 clusters Score -4425454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4425485.500000 Penalty: 3420.643799
	Iteration 32Q: 3 clusters Score -4425486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4425498.500000 Penalty: 3420.643799
	Iteration 33Q: 3 clusters Score -4425498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4425516.500000 Penalty: 3420.643799
	Iteration 34Q: 3 clusters Score -4425516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4425518.500000 Penalty: 3420.643799
	Iteration 35Q: 3 clusters Score -4425518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4425532.500000 Penalty: 3420.643799
	Iteration 36Q: 3 clusters Score -4425532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4425534.000000 Penalty: 3420.643799
	Iteration 37Q: 3 clusters Score -4425534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4425537.500000 Penalty: 3420.643799
	Iteration 38Q: 3 clusters Score -4425538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4425548.000000 Penalty: 3420.643799
	Iteration 39Q: 3 clusters Score -4425548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4425554.500000 Penalty: 3420.643799
	Iteration 40F: 3 clusters Score -4425554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4425555.000000 Penalty: 3420.643799
	Iteration 41Q: 3 clusters Score -4425555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4425560.000000 Penalty: 3420.643799
	Iteration 42Q: 3 clusters Score -4425560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4425557.000000 Penalty: 3420.643799
	Iteration 43Q: 3 clusters Score -4425557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4425566.500000 Penalty: 3420.643799
	Iteration 44Q: 3 clusters Score -4425566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4425568.500000 Penalty: 3420.643799
	Iteration 45Q: 3 clusters Score -4425568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4425572.500000 Penalty: 3420.643799
	Iteration 46Q: 3 clusters Score -4425572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4425581.000000 Penalty: 3420.643799
	Iteration 47Q: 3 clusters Score -4425581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4425586.000000 Penalty: 3420.643799
	Iteration 48Q: 3 clusters Score -4425586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4425584.500000 Penalty: 3420.643799
	Iteration 49Q: 3 clusters Score -4425584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4425584.500000 Penalty: 3420.643799
	Iteration 50Q: 3 clusters Score -4425584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4425591.000000 Penalty: 3420.643799
	Iteration 51Q: 3 clusters Score -4425591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4425597.500000 Penalty: 3420.643799
	Iteration 52Q: 3 clusters Score -4425598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4425596.500000 Penalty: 3420.643799
	Iteration 53Q: 3 clusters Score -4425596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4425608.000000 Penalty: 3420.643799
	Iteration 54Q: 3 clusters Score -4425608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4425612.000000 Penalty: 3420.643799
	Iteration 55Q: 3 clusters Score -4425612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4425617.500000 Penalty: 3420.643799
	Iteration 56Q: 3 clusters Score -4425618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4425614.500000 Penalty: 3420.643799
	Iteration 57Q: 3 clusters Score -4425614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4425611.500000 Penalty: 3420.643799
	Iteration 58Q: 3 clusters Score -4425612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4425612.000000 Penalty: 3420.643799
	Iteration 59Q: 3 clusters Score -4425612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4425611.000000 Penalty: 3420.643799
	Iteration 60F: 3 clusters Score -4425611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4425616.500000 Penalty: 3420.643799
	Iteration 61Q: 3 clusters Score -4425616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4425618.500000 Penalty: 3420.643799
	Iteration 62Q: 3 clusters Score -4425618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4425622.000000 Penalty: 3420.643799
	Iteration 63Q: 3 clusters Score -4425622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4425618.000000 Penalty: 3420.643799
	Iteration 64Q: 3 clusters Score -4425618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4425621.500000 Penalty: 3420.643799
	Iteration 65Q: 3 clusters Score -4425622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4425625.500000 Penalty: 3420.643799
	Iteration 66Q: 3 clusters Score -4425626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4425625.000000 Penalty: 3420.643799
	Iteration 67Q: 3 clusters Score -4425625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4425624.000000 Penalty: 3420.643799
	Iteration 68Q: 3 clusters Score -4425624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4425626.000000 Penalty: 3420.643799
	Iteration 69Q: 3 clusters Score -4425626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4425623.500000 Penalty: 3420.643799
	Iteration 70Q: 3 clusters Score -4425624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4425624.500000 Penalty: 3420.643799
	Iteration 71Q: 3 clusters Score -4425624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4425624.000000 Penalty: 3420.643799
	Iteration 72Q: 3 clusters Score -4425624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4425624.500000 Penalty: 3420.643799
	Iteration 73Q: 3 clusters Score -4425624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4425624.000000 Penalty: 3420.643799
	Iteration 74Q: 3 clusters Score -4425624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4425623.500000 Penalty: 3420.643799
	Iteration 75Q: 3 clusters Score -4425624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4425625.500000 Penalty: 3420.643799
	Iteration 76Q: 3 clusters Score -4425626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4425630.500000 Penalty: 3420.643799
	Iteration 77Q: 3 clusters Score -4425630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4425632.000000 Penalty: 3420.643799
	Iteration 78Q: 3 clusters Score -4425632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4425635.000000 Penalty: 3420.643799
	Iteration 79Q: 3 clusters Score -4425635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4425635.000000 Penalty: 3420.643799
	Iteration 80F: 3 clusters Score -4425635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4425646.500000 Penalty: 3420.643799
	Iteration 81Q: 3 clusters Score -4425646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4425652.500000 Penalty: 3420.643799
	Iteration 82Q: 3 clusters Score -4425652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4425651.500000 Penalty: 3420.643799
	Iteration 83Q: 3 clusters Score -4425652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4425657.000000 Penalty: 3420.643799
	Iteration 84Q: 3 clusters Score -4425657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4425659.500000 Penalty: 3420.643799
	Iteration 85Q: 3 clusters Score -4425660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4425658.500000 Penalty: 3420.643799
	Iteration 86Q: 3 clusters Score -4425658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4425662.000000 Penalty: 3420.643799
	Iteration 87Q: 3 clusters Score -4425662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4425660.000000 Penalty: 3420.643799
	Iteration 88Q: 3 clusters Score -4425660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4425659.500000 Penalty: 3420.643799
	Iteration 89Q: 3 clusters Score -4425660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4425663.500000 Penalty: 3420.643799
	Iteration 90Q: 3 clusters Score -4425664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4425668.000000 Penalty: 3420.643799
	Iteration 91Q: 3 clusters Score -4425668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4425665.500000 Penalty: 3420.643799
	Iteration 92Q: 3 clusters Score -4425666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4425664.500000 Penalty: 3420.643799
	Iteration 93Q: 3 clusters Score -4425664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4425664.500000 Penalty: 3420.643799
	Iteration 94F: 3 clusters Score -4425664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Entering Unmasked Estep 
Score: -339950.906250 Penalty: 1304.888550
	Iteration 0F: 2 clusters Score -339950.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -337214.250000 Penalty: 2609.777100
	Iteration 0F: 3 clusters Score -337214.2 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -337838.062500 Penalty: 2609.777100
	Iteration 1F: 3 clusters Score -337838.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -337959.812500 Penalty: 2609.777100
	Iteration 2F: 3 clusters Score -337959.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -338035.843750 Penalty: 2609.777100
	Iteration 3Q: 3 clusters Score -338035.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -338100.312500 Penalty: 2609.777100
	Iteration 4Q: 3 clusters Score -338100.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -338148.937500 Penalty: 2609.777100
	Iteration 5Q: 3 clusters Score -338148.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -338202.250000 Penalty: 2609.777100
	Iteration 6Q: 3 clusters Score -338202.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -338243.437500 Penalty: 2609.777100
	Iteration 7Q: 3 clusters Score -338243.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -338278.250000 Penalty: 2609.777100
	Iteration 8Q: 3 clusters Score -338278.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -338311.281250 Penalty: 2609.777100
	Iteration 9Q: 3 clusters Score -338311.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -338348.468750 Penalty: 2609.777100
	Iteration 10Q: 3 clusters Score -338348.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -338388.437500 Penalty: 2609.777100
	Iteration 11Q: 3 clusters Score -338388.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -338443.375000 Penalty: 2609.777100
	Iteration 12Q: 3 clusters Score -338443.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -338505.343750 Penalty: 2609.777100
	Iteration 13Q: 3 clusters Score -338505.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -338568.906250 Penalty: 2609.777100
	Iteration 14Q: 3 clusters Score -338568.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -338618.843750 Penalty: 2609.777100
	Iteration 15Q: 3 clusters Score -338618.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -338673.812500 Penalty: 2609.777100
	Iteration 16Q: 3 clusters Score -338673.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -338714.750000 Penalty: 2609.777100
	Iteration 17Q: 3 clusters Score -338714.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -338742.531250 Penalty: 2609.777100
	Iteration 18Q: 3 clusters Score -338742.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -338763.843750 Penalty: 2609.777100
	Iteration 19Q: 3 clusters Score -338763.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -338781.281250 Penalty: 2609.777100
	Iteration 20F: 3 clusters Score -338781.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -338792.531250 Penalty: 2609.777100
	Iteration 21Q: 3 clusters Score -338792.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -338802.125000 Penalty: 2609.777100
	Iteration 22Q: 3 clusters Score -338802.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -338809.906250 Penalty: 2609.777100
	Iteration 23Q: 3 clusters Score -338809.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -338816.750000 Penalty: 2609.777100
	Iteration 24Q: 3 clusters Score -338816.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -338826.312500 Penalty: 2609.777100
	Iteration 25Q: 3 clusters Score -338826.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -338831.843750 Penalty: 2609.777100
	Iteration 26Q: 3 clusters Score -338831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -338839.562500 Penalty: 2609.777100
	Iteration 27Q: 3 clusters Score -338839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -338844.937500 Penalty: 2609.777100
	Iteration 28Q: 3 clusters Score -338844.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -338849.250000 Penalty: 2609.777100
	Iteration 29Q: 3 clusters Score -338849.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -338854.406250 Penalty: 2609.777100
	Iteration 30Q: 3 clusters Score -338854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -338856.375000 Penalty: 2609.777100
	Iteration 31Q: 3 clusters Score -338856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -338857.343750 Penalty: 2609.777100
	Iteration 32Q: 3 clusters Score -338857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -338858.187500 Penalty: 2609.777100
	Iteration 33Q: 3 clusters Score -338858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -338858.375000 Penalty: 2609.777100
	Iteration 34Q: 3 clusters Score -338858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -338858.375000 Penalty: 2609.777100
	Iteration 35F: 3 clusters Score -338858.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Entering Unmasked Estep 
Score: -7271688.000000 Penalty: 1794.191040
	Iteration 0F: 2 clusters Score -7271688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -7230291.000000 Penalty: 3588.382080
	Iteration 0F: 3 clusters Score -7230291 nChanged 29473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -7247682.000000 Penalty: 3588.382080
	Iteration 1F: 3 clusters Score -7247682 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -7249155.000000 Penalty: 3588.382080
	Iteration 2Q: 3 clusters Score -7249155 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -7251225.000000 Penalty: 3588.382080
	Iteration 3F: 3 clusters Score -7251225 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -7254182.000000 Penalty: 3588.382080
	Iteration 4F: 3 clusters Score -7254182 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -7257683.500000 Penalty: 3588.382080
	Iteration 5F: 3 clusters Score -7257684 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -7260850.500000 Penalty: 3588.382080
	Iteration 6F: 3 clusters Score -7260850 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -7262940.500000 Penalty: 3588.382080
	Iteration 7F: 3 clusters Score -7262940 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -7264009.000000 Penalty: 3588.382080
	Iteration 8Q: 3 clusters Score -7264009 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -7264496.000000 Penalty: 3588.382080
	Iteration 9Q: 3 clusters Score -7264496 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -7264914.000000 Penalty: 3588.382080
	Iteration 10Q: 3 clusters Score -7264914 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -7265313.000000 Penalty: 3588.382080
	Iteration 11Q: 3 clusters Score -7265313 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -7265730.500000 Penalty: 3588.382080
	Iteration 12Q: 3 clusters Score -7265730 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -7266138.500000 Penalty: 3588.382080
	Iteration 13Q: 3 clusters Score -7266138 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -7266476.000000 Penalty: 3588.382080
	Iteration 14Q: 3 clusters Score -7266476 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -7266867.000000 Penalty: 3588.382080
	Iteration 15Q: 3 clusters Score -7266867 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -7267178.500000 Penalty: 3588.382080
	Iteration 16Q: 3 clusters Score -7267178 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -7267479.000000 Penalty: 3588.382080
	Iteration 17Q: 3 clusters Score -7267479 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -7267715.500000 Penalty: 3588.382080
	Iteration 18Q: 3 clusters Score -7267716 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -7268038.000000 Penalty: 3588.382080
	Iteration 19Q: 3 clusters Score -7268038 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -7268291.500000 Penalty: 3588.382080
	Iteration 20F: 3 clusters Score -7268292 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -7268549.000000 Penalty: 3588.382080
	Iteration 21Q: 3 clusters Score -7268549 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -7268756.500000 Penalty: 3588.382080
	Iteration 22Q: 3 clusters Score -7268756 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -7268994.500000 Penalty: 3588.382080
	Iteration 23Q: 3 clusters Score -7268994 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -7269184.000000 Penalty: 3588.382080
	Iteration 24Q: 3 clusters Score -7269184 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -7269345.500000 Penalty: 3588.382080
	Iteration 25Q: 3 clusters Score -7269346 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -7269549.000000 Penalty: 3588.382080
	Iteration 26Q: 3 clusters Score -7269549 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -7269701.500000 Penalty: 3588.382080
	Iteration 27Q: 3 clusters Score -7269702 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -7269798.500000 Penalty: 3588.382080
	Iteration 28Q: 3 clusters Score -7269798 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -7269930.500000 Penalty: 3588.382080
	Iteration 29Q: 3 clusters Score -7269930 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -7269997.500000 Penalty: 3588.382080
	Iteration 30Q: 3 clusters Score -7269998 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -7270044.500000 Penalty: 3588.382080
	Iteration 31Q: 3 clusters Score -7270044 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -7270092.000000 Penalty: 3588.382080
	Iteration 32Q: 3 clusters Score -7270092 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -7270098.500000 Penalty: 3588.382080
	Iteration 33Q: 3 clusters Score -7270098 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -7270107.500000 Penalty: 3588.382080
	Iteration 34Q: 3 clusters Score -7270108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -7270142.500000 Penalty: 3588.382080
	Iteration 35Q: 3 clusters Score -7270142 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -7270153.000000 Penalty: 3588.382080
	Iteration 36Q: 3 clusters Score -7270153 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -7270158.500000 Penalty: 3588.382080
	Iteration 37Q: 3 clusters Score -7270158 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -7270177.500000 Penalty: 3588.382080
	Iteration 38Q: 3 clusters Score -7270178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -7270204.000000 Penalty: 3588.382080
	Iteration 39Q: 3 clusters Score -7270204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -7270214.500000 Penalty: 3588.382080
	Iteration 40F: 3 clusters Score -7270214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -7270216.500000 Penalty: 3588.382080
	Iteration 41Q: 3 clusters Score -7270216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -7270225.000000 Penalty: 3588.382080
	Iteration 42Q: 3 clusters Score -7270225 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 60527 members 
Entering Unmasked Estep 
Score: -7270235.000000 Penalty: 3588.382080
	Iteration 43Q: 3 clusters Score -7270235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -7270249.000000 Penalty: 3588.382080
	Iteration 44Q: 3 clusters Score -7270249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -7270248.500000 Penalty: 3588.382080
	Iteration 45Q: 3 clusters Score -7270248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -7270263.500000 Penalty: 3588.382080
	Iteration 46Q: 3 clusters Score -7270264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -7270276.500000 Penalty: 3588.382080
	Iteration 47Q: 3 clusters Score -7270276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -7270293.000000 Penalty: 3588.382080
	Iteration 48Q: 3 clusters Score -7270293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -7270301.500000 Penalty: 3588.382080
	Iteration 49Q: 3 clusters Score -7270302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7270303.500000 Penalty: 3588.382080
	Iteration 50Q: 3 clusters Score -7270304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -7270310.000000 Penalty: 3588.382080
	Iteration 51Q: 3 clusters Score -7270310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -7270320.000000 Penalty: 3588.382080
	Iteration 52Q: 3 clusters Score -7270320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -7270320.000000 Penalty: 3588.382080
	Iteration 53Q: 3 clusters Score -7270320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -7270333.000000 Penalty: 3588.382080
	Iteration 54Q: 3 clusters Score -7270333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -7270340.500000 Penalty: 3588.382080
	Iteration 55Q: 3 clusters Score -7270340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -7270335.500000 Penalty: 3588.382080
	Iteration 56Q: 3 clusters Score -7270336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -7270363.500000 Penalty: 3588.382080
	Iteration 57Q: 3 clusters Score -7270364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -7270369.000000 Penalty: 3588.382080
	Iteration 58Q: 3 clusters Score -7270369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -7270379.500000 Penalty: 3588.382080
	Iteration 59Q: 3 clusters Score -7270380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -7270385.500000 Penalty: 3588.382080
	Iteration 60F: 3 clusters Score -7270386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -7270377.500000 Penalty: 3588.382080
	Iteration 61Q: 3 clusters Score -7270378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -7270377.500000 Penalty: 3588.382080
	Iteration 62Q: 3 clusters Score -7270378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -7270380.500000 Penalty: 3588.382080
	Iteration 63Q: 3 clusters Score -7270380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -7270383.500000 Penalty: 3588.382080
	Iteration 64Q: 3 clusters Score -7270384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -7270390.000000 Penalty: 3588.382080
	Iteration 65Q: 3 clusters Score -7270390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -7270390.000000 Penalty: 3588.382080
	Iteration 66F: 3 clusters Score -7270390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -157526.218750 Penalty: 1173.548340
	Iteration 0F: 2 clusters Score -157526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -155813.953125 Penalty: 2347.096680
	Iteration 0F: 3 clusters Score -155814 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -156123.328125 Penalty: 2347.096680
	Iteration 1F: 3 clusters Score -156123.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156207.062500 Penalty: 2347.096680
	Iteration 2F: 3 clusters Score -156207.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -156256.953125 Penalty: 2347.096680
	Iteration 3F: 3 clusters Score -156257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -156284.578125 Penalty: 2347.096680
	Iteration 4Q: 3 clusters Score -156284.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156301.187500 Penalty: 2347.096680
	Iteration 5Q: 3 clusters Score -156301.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -156317.281250 Penalty: 2347.096680
	Iteration 6Q: 3 clusters Score -156317.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -156329.812500 Penalty: 2347.096680
	Iteration 7Q: 3 clusters Score -156329.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -156335.437500 Penalty: 2347.096680
	Iteration 8Q: 3 clusters Score -156335.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156338.718750 Penalty: 2347.096680
	Iteration 9Q: 3 clusters Score -156338.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -156341.265625 Penalty: 2347.096680
	Iteration 10Q: 3 clusters Score -156341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -156341.828125 Penalty: 2347.096680
	Iteration 11Q: 3 clusters Score -156341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -156341.828125 Penalty: 2347.096680
	Iteration 12F: 3 clusters Score -156341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74242 members 
Entering Unmasked Estep 
Score: -8599873.000000 Penalty: 1822.451294
	Iteration 0F: 2 clusters Score -8599873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -8550332.000000 Penalty: 3644.902588
	Iteration 0F: 3 clusters Score -8550332 nChanged 35364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -8570658.000000 Penalty: 3644.902588
	Iteration 1F: 3 clusters Score -8570658 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -8571475.000000 Penalty: 3644.902588
	Iteration 2Q: 3 clusters Score -8571475 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -8572657.000000 Penalty: 3644.902588
	Iteration 3Q: 3 clusters Score -8572657 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -8574305.000000 Penalty: 3644.902588
	Iteration 4Q: 3 clusters Score -8574305 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -8576687.000000 Penalty: 3644.902588
	Iteration 5F: 3 clusters Score -8576687 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -8579556.000000 Penalty: 3644.902588
	Iteration 6F: 3 clusters Score -8579556 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -8582678.000000 Penalty: 3644.902588
	Iteration 7F: 3 clusters Score -8582678 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -8585357.000000 Penalty: 3644.902588
	Iteration 8F: 3 clusters Score -8585357 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -8586983.000000 Penalty: 3644.902588
	Iteration 9Q: 3 clusters Score -8586983 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -8587658.000000 Penalty: 3644.902588
	Iteration 10Q: 3 clusters Score -8587658 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -8588008.000000 Penalty: 3644.902588
	Iteration 11Q: 3 clusters Score -8588008 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -8588211.000000 Penalty: 3644.902588
	Iteration 12Q: 3 clusters Score -8588211 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -8588372.000000 Penalty: 3644.902588
	Iteration 13Q: 3 clusters Score -8588372 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -8588505.000000 Penalty: 3644.902588
	Iteration 14Q: 3 clusters Score -8588505 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -8588712.000000 Penalty: 3644.902588
	Iteration 15Q: 3 clusters Score -8588712 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -8588856.000000 Penalty: 3644.902588
	Iteration 16Q: 3 clusters Score -8588856 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -8589032.000000 Penalty: 3644.902588
	Iteration 17Q: 3 clusters Score -8589032 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -8589214.000000 Penalty: 3644.902588
	Iteration 18Q: 3 clusters Score -8589214 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -8589399.000000 Penalty: 3644.902588
	Iteration 19Q: 3 clusters Score -8589399 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -8589632.000000 Penalty: 3644.902588
	Iteration 20F: 3 clusters Score -8589632 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -8589803.000000 Penalty: 3644.902588
	Iteration 21Q: 3 clusters Score -8589803 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -8589953.000000 Penalty: 3644.902588
	Iteration 22Q: 3 clusters Score -8589953 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -8590081.000000 Penalty: 3644.902588
	Iteration 23Q: 3 clusters Score -8590081 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -8590240.000000 Penalty: 3644.902588
	Iteration 24Q: 3 clusters Score -8590240 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -8590350.000000 Penalty: 3644.902588
	Iteration 25Q: 3 clusters Score -8590350 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -8590468.000000 Penalty: 3644.902588
	Iteration 26Q: 3 clusters Score -8590468 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54309 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -8590607.000000 Penalty: 3644.902588
	Iteration 27Q: 3 clusters Score -8590607 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -8590738.000000 Penalty: 3644.902588
	Iteration 28Q: 3 clusters Score -8590738 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -8590920.000000 Penalty: 3644.902588
	Iteration 29Q: 3 clusters Score -8590920 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -8591060.000000 Penalty: 3644.902588
	Iteration 30Q: 3 clusters Score -8591060 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -8591206.000000 Penalty: 3644.902588
	Iteration 31Q: 3 clusters Score -8591206 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -8591353.000000 Penalty: 3644.902588
	Iteration 32Q: 3 clusters Score -8591353 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -8591518.000000 Penalty: 3644.902588
	Iteration 33Q: 3 clusters Score -8591518 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -8591652.000000 Penalty: 3644.902588
	Iteration 34Q: 3 clusters Score -8591652 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -8591808.000000 Penalty: 3644.902588
	Iteration 35Q: 3 clusters Score -8591808 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -8592003.000000 Penalty: 3644.902588
	Iteration 36Q: 3 clusters Score -8592003 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60029 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -8592217.000000 Penalty: 3644.902588
	Iteration 37Q: 3 clusters Score -8592217 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -8592416.000000 Penalty: 3644.902588
	Iteration 38Q: 3 clusters Score -8592416 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -8592647.000000 Penalty: 3644.902588
	Iteration 39Q: 3 clusters Score -8592647 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -8592872.000000 Penalty: 3644.902588
	Iteration 40F: 3 clusters Score -8592872 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -8593137.000000 Penalty: 3644.902588
	Iteration 41Q: 3 clusters Score -8593137 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -8593482.000000 Penalty: 3644.902588
	Iteration 42Q: 3 clusters Score -8593482 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -8593813.000000 Penalty: 3644.902588
	Iteration 43Q: 3 clusters Score -8593813 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -8594174.000000 Penalty: 3644.902588
	Iteration 44Q: 3 clusters Score -8594174 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -8594538.000000 Penalty: 3644.902588
	Iteration 45Q: 3 clusters Score -8594538 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -8594903.000000 Penalty: 3644.902588
	Iteration 46Q: 3 clusters Score -8594903 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -8595254.000000 Penalty: 3644.902588
	Iteration 47Q: 3 clusters Score -8595254 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68776 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -8595646.000000 Penalty: 3644.902588
	Iteration 48Q: 3 clusters Score -8595646 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -8596003.000000 Penalty: 3644.902588
	Iteration 49Q: 3 clusters Score -8596003 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -8596347.000000 Penalty: 3644.902588
	Iteration 50Q: 3 clusters Score -8596347 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8596687.000000 Penalty: 3644.902588
	Iteration 51Q: 3 clusters Score -8596687 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8596956.000000 Penalty: 3644.902588
	Iteration 52Q: 3 clusters Score -8596956 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8597189.000000 Penalty: 3644.902588
	Iteration 53Q: 3 clusters Score -8597189 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8597383.000000 Penalty: 3644.902588
	Iteration 54Q: 3 clusters Score -8597383 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8597525.000000 Penalty: 3644.902588
	Iteration 55Q: 3 clusters Score -8597525 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8597645.000000 Penalty: 3644.902588
	Iteration 56Q: 3 clusters Score -8597645 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8597763.000000 Penalty: 3644.902588
	Iteration 57Q: 3 clusters Score -8597763 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8597882.000000 Penalty: 3644.902588
	Iteration 58Q: 3 clusters Score -8597882 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8597953.000000 Penalty: 3644.902588
	Iteration 59Q: 3 clusters Score -8597953 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8598010.000000 Penalty: 3644.902588
	Iteration 60F: 3 clusters Score -8598010 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8598045.000000 Penalty: 3644.902588
	Iteration 61Q: 3 clusters Score -8598045 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8598087.000000 Penalty: 3644.902588
	Iteration 62Q: 3 clusters Score -8598087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8598108.000000 Penalty: 3644.902588
	Iteration 63Q: 3 clusters Score -8598108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8598134.000000 Penalty: 3644.902588
	Iteration 64Q: 3 clusters Score -8598134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8598154.000000 Penalty: 3644.902588
	Iteration 65Q: 3 clusters Score -8598154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8598172.000000 Penalty: 3644.902588
	Iteration 66Q: 3 clusters Score -8598172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8598190.000000 Penalty: 3644.902588
	Iteration 67Q: 3 clusters Score -8598190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8598205.000000 Penalty: 3644.902588
	Iteration 68Q: 3 clusters Score -8598205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73685 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8598210.000000 Penalty: 3644.902588
	Iteration 69Q: 3 clusters Score -8598210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8598227.000000 Penalty: 3644.902588
	Iteration 70Q: 3 clusters Score -8598227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8598236.000000 Penalty: 3644.902588
	Iteration 71Q: 3 clusters Score -8598236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8598236.000000 Penalty: 3644.902588
	Iteration 72Q: 3 clusters Score -8598236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8598241.000000 Penalty: 3644.902588
	Iteration 73Q: 3 clusters Score -8598241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8598245.000000 Penalty: 3644.902588
	Iteration 74Q: 3 clusters Score -8598245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8598249.000000 Penalty: 3644.902588
	Iteration 75Q: 3 clusters Score -8598249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8598256.000000 Penalty: 3644.902588
	Iteration 76Q: 3 clusters Score -8598256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8598257.000000 Penalty: 3644.902588
	Iteration 77Q: 3 clusters Score -8598257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73776 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8598272.000000 Penalty: 3644.902588
	Iteration 78Q: 3 clusters Score -8598272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8598274.000000 Penalty: 3644.902588
	Iteration 79Q: 3 clusters Score -8598274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8598273.000000 Penalty: 3644.902588
	Iteration 80F: 3 clusters Score -8598273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8598284.000000 Penalty: 3644.902588
	Iteration 81Q: 3 clusters Score -8598284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8598287.000000 Penalty: 3644.902588
	Iteration 82Q: 3 clusters Score -8598287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8598286.000000 Penalty: 3644.902588
	Iteration 83Q: 3 clusters Score -8598286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8598289.000000 Penalty: 3644.902588
	Iteration 84Q: 3 clusters Score -8598289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8598289.000000 Penalty: 3644.902588
	Iteration 85F: 3 clusters Score -8598289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -41336.984375 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -41336.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40336.187500 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -40336.19 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40465.648438 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -40465.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40539.546875 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -40539.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40584.636719 Penalty: 1956.042847
	Iteration 3Q: 3 clusters Score -40584.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40621.339844 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -40621.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40665.984375 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -40665.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40719.812500 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -40719.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40769.078125 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -40769.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40816.710938 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -40816.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40858.261719 Penalty: 1956.042847
	Iteration 9Q: 3 clusters Score -40858.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40893.308594 Penalty: 1956.042847
	Iteration 10Q: 3 clusters Score -40893.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40925.039062 Penalty: 1956.042847
	Iteration 11Q: 3 clusters Score -40925.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40971.722656 Penalty: 1956.042847
	Iteration 12Q: 3 clusters Score -40971.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40997.199219 Penalty: 1956.042847
	Iteration 13Q: 3 clusters Score -40997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41016.882812 Penalty: 1956.042847
	Iteration 14Q: 3 clusters Score -41016.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41032.230469 Penalty: 1956.042847
	Iteration 15Q: 3 clusters Score -41032.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41042.046875 Penalty: 1956.042847
	Iteration 16Q: 3 clusters Score -41042.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -41053.140625 Penalty: 1956.042847
	Iteration 17Q: 3 clusters Score -41053.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41062.914062 Penalty: 1956.042847
	Iteration 18Q: 3 clusters Score -41062.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41067.988281 Penalty: 1956.042847
	Iteration 19Q: 3 clusters Score -41067.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41088.921875 Penalty: 1956.042847
	Iteration 20F: 3 clusters Score -41088.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41110.949219 Penalty: 1956.042847
	Iteration 21Q: 3 clusters Score -41110.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41110.949219 Penalty: 1956.042847
	Iteration 22F: 3 clusters Score -41110.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Entering Unmasked Estep 
Score: -676702.937500 Penalty: 1410.691895
	Iteration 0F: 2 clusters Score -676702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -672085.812500 Penalty: 2821.383789
	Iteration 0F: 3 clusters Score -672085.8 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -673448.625000 Penalty: 2821.383789
	Iteration 1F: 3 clusters Score -673448.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -673706.250000 Penalty: 2821.383789
	Iteration 2F: 3 clusters Score -673706.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -673923.312500 Penalty: 2821.383789
	Iteration 3F: 3 clusters Score -673923.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -674109.562500 Penalty: 2821.383789
	Iteration 4F: 3 clusters Score -674109.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -674261.562500 Penalty: 2821.383789
	Iteration 5Q: 3 clusters Score -674261.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -674398.437500 Penalty: 2821.383789
	Iteration 6Q: 3 clusters Score -674398.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -674517.187500 Penalty: 2821.383789
	Iteration 7Q: 3 clusters Score -674517.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -674670.375000 Penalty: 2821.383789
	Iteration 8Q: 3 clusters Score -674670.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -674849.562500 Penalty: 2821.383789
	Iteration 9Q: 3 clusters Score -674849.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -674976.500000 Penalty: 2821.383789
	Iteration 10Q: 3 clusters Score -674976.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -675086.812500 Penalty: 2821.383789
	Iteration 11Q: 3 clusters Score -675086.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -675173.562500 Penalty: 2821.383789
	Iteration 12Q: 3 clusters Score -675173.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -675228.937500 Penalty: 2821.383789
	Iteration 13Q: 3 clusters Score -675228.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -675279.625000 Penalty: 2821.383789
	Iteration 14Q: 3 clusters Score -675279.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -675341.062500 Penalty: 2821.383789
	Iteration 15Q: 3 clusters Score -675341.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -675389.062500 Penalty: 2821.383789
	Iteration 16Q: 3 clusters Score -675389.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -675428.937500 Penalty: 2821.383789
	Iteration 17Q: 3 clusters Score -675428.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -675462.437500 Penalty: 2821.383789
	Iteration 18Q: 3 clusters Score -675462.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -675484.937500 Penalty: 2821.383789
	Iteration 19Q: 3 clusters Score -675484.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -675501.562500 Penalty: 2821.383789
	Iteration 20F: 3 clusters Score -675501.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -675518.625000 Penalty: 2821.383789
	Iteration 21Q: 3 clusters Score -675518.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -675531.187500 Penalty: 2821.383789
	Iteration 22Q: 3 clusters Score -675531.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -675546.375000 Penalty: 2821.383789
	Iteration 23Q: 3 clusters Score -675546.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -675562.187500 Penalty: 2821.383789
	Iteration 24Q: 3 clusters Score -675562.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -675576.000000 Penalty: 2821.383789
	Iteration 25Q: 3 clusters Score -675576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -675587.187500 Penalty: 2821.383789
	Iteration 26Q: 3 clusters Score -675587.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -675602.312500 Penalty: 2821.383789
	Iteration 27Q: 3 clusters Score -675602.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -675616.625000 Penalty: 2821.383789
	Iteration 28Q: 3 clusters Score -675616.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -675629.250000 Penalty: 2821.383789
	Iteration 29Q: 3 clusters Score -675629.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -675645.187500 Penalty: 2821.383789
	Iteration 30Q: 3 clusters Score -675645.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -675662.500000 Penalty: 2821.383789
	Iteration 31Q: 3 clusters Score -675662.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -675674.000000 Penalty: 2821.383789
	Iteration 32Q: 3 clusters Score -675674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -675690.375000 Penalty: 2821.383789
	Iteration 33Q: 3 clusters Score -675690.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -675707.437500 Penalty: 2821.383789
	Iteration 34Q: 3 clusters Score -675707.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -675724.312500 Penalty: 2821.383789
	Iteration 35Q: 3 clusters Score -675724.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -675738.812500 Penalty: 2821.383789
	Iteration 36Q: 3 clusters Score -675738.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -675752.312500 Penalty: 2821.383789
	Iteration 37Q: 3 clusters Score -675752.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -675770.125000 Penalty: 2821.383789
	Iteration 38Q: 3 clusters Score -675770.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -675792.062500 Penalty: 2821.383789
	Iteration 39Q: 3 clusters Score -675792.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -675810.500000 Penalty: 2821.383789
	Iteration 40F: 3 clusters Score -675810.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -675831.062500 Penalty: 2821.383789
	Iteration 41Q: 3 clusters Score -675831.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -675862.875000 Penalty: 2821.383789
	Iteration 42Q: 3 clusters Score -675862.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -675893.812500 Penalty: 2821.383789
	Iteration 43Q: 3 clusters Score -675893.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -675917.375000 Penalty: 2821.383789
	Iteration 44Q: 3 clusters Score -675917.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -675932.687500 Penalty: 2821.383789
	Iteration 45Q: 3 clusters Score -675932.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -675944.187500 Penalty: 2821.383789
	Iteration 46Q: 3 clusters Score -675944.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -675949.375000 Penalty: 2821.383789
	Iteration 47Q: 3 clusters Score -675949.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -675951.750000 Penalty: 2821.383789
	Iteration 48Q: 3 clusters Score -675951.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -675954.187500 Penalty: 2821.383789
	Iteration 49Q: 3 clusters Score -675954.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -675955.812500 Penalty: 2821.383789
	Iteration 50Q: 3 clusters Score -675955.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -675958.875000 Penalty: 2821.383789
	Iteration 51Q: 3 clusters Score -675958.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -675959.625000 Penalty: 2821.383789
	Iteration 52Q: 3 clusters Score -675959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -675961.312500 Penalty: 2821.383789
	Iteration 53Q: 3 clusters Score -675961.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -675963.875000 Penalty: 2821.383789
	Iteration 54Q: 3 clusters Score -675963.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -675967.500000 Penalty: 2821.383789
	Iteration 55Q: 3 clusters Score -675967.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -675968.750000 Penalty: 2821.383789
	Iteration 56Q: 3 clusters Score -675968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -675970.375000 Penalty: 2821.383789
	Iteration 57Q: 3 clusters Score -675970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -675969.875000 Penalty: 2821.383789
	Iteration 58Q: 3 clusters Score -675969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -675970.750000 Penalty: 2821.383789
	Iteration 59Q: 3 clusters Score -675970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -675971.125000 Penalty: 2821.383789
	Iteration 60F: 3 clusters Score -675971.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Entering Unmasked Estep 
Score: -1833763.375000 Penalty: 1570.589600
	Iteration 0F: 2 clusters Score -1833763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1822950.000000 Penalty: 3141.179199
	Iteration 0F: 3 clusters Score -1822950 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1826607.750000 Penalty: 3141.179199
	Iteration 1F: 3 clusters Score -1826608 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1826880.000000 Penalty: 3141.179199
	Iteration 2Q: 3 clusters Score -1826880 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1827128.375000 Penalty: 3141.179199
	Iteration 3Q: 3 clusters Score -1827128 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1827428.875000 Penalty: 3141.179199
	Iteration 4Q: 3 clusters Score -1827429 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1827819.125000 Penalty: 3141.179199
	Iteration 5Q: 3 clusters Score -1827819 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1828354.500000 Penalty: 3141.179199
	Iteration 6F: 3 clusters Score -1828354 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1829103.625000 Penalty: 3141.179199
	Iteration 7F: 3 clusters Score -1829104 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1829961.250000 Penalty: 3141.179199
	Iteration 8F: 3 clusters Score -1829961 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1830879.250000 Penalty: 3141.179199
	Iteration 9F: 3 clusters Score -1830879 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1831556.500000 Penalty: 3141.179199
	Iteration 10Q: 3 clusters Score -1831556 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1831912.375000 Penalty: 3141.179199
	Iteration 11Q: 3 clusters Score -1831912 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1832111.500000 Penalty: 3141.179199
	Iteration 12Q: 3 clusters Score -1832112 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1832250.250000 Penalty: 3141.179199
	Iteration 13Q: 3 clusters Score -1832250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1832323.250000 Penalty: 3141.179199
	Iteration 14Q: 3 clusters Score -1832323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1832361.625000 Penalty: 3141.179199
	Iteration 15Q: 3 clusters Score -1832362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1832382.625000 Penalty: 3141.179199
	Iteration 16Q: 3 clusters Score -1832383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1832395.625000 Penalty: 3141.179199
	Iteration 17Q: 3 clusters Score -1832396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1832408.375000 Penalty: 3141.179199
	Iteration 18Q: 3 clusters Score -1832408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1832420.000000 Penalty: 3141.179199
	Iteration 19Q: 3 clusters Score -1832420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1832427.375000 Penalty: 3141.179199
	Iteration 20F: 3 clusters Score -1832427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1832435.750000 Penalty: 3141.179199
	Iteration 21Q: 3 clusters Score -1832436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1832442.250000 Penalty: 3141.179199
	Iteration 22Q: 3 clusters Score -1832442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1832447.625000 Penalty: 3141.179199
	Iteration 23Q: 3 clusters Score -1832448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1832452.750000 Penalty: 3141.179199
	Iteration 24Q: 3 clusters Score -1832453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1832460.000000 Penalty: 3141.179199
	Iteration 25Q: 3 clusters Score -1832460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1832465.250000 Penalty: 3141.179199
	Iteration 26Q: 3 clusters Score -1832465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1832467.250000 Penalty: 3141.179199
	Iteration 27Q: 3 clusters Score -1832467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1832470.500000 Penalty: 3141.179199
	Iteration 28Q: 3 clusters Score -1832470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1832476.250000 Penalty: 3141.179199
	Iteration 29Q: 3 clusters Score -1832476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1832480.875000 Penalty: 3141.179199
	Iteration 30Q: 3 clusters Score -1832481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1832481.375000 Penalty: 3141.179199
	Iteration 31Q: 3 clusters Score -1832481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1832481.875000 Penalty: 3141.179199
	Iteration 32Q: 3 clusters Score -1832482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1832482.875000 Penalty: 3141.179199
	Iteration 33Q: 3 clusters Score -1832483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1832482.875000 Penalty: 3141.179199
	Iteration 34F: 3 clusters Score -1832483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -268370.156250 Penalty: 1262.042725
	Iteration 0F: 2 clusters Score -268370.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -266024.281250 Penalty: 2524.085449
	Iteration 0F: 3 clusters Score -266024.3 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -266614.843750 Penalty: 2524.085449
	Iteration 1F: 3 clusters Score -266614.8 nChanged 203
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: -266781.500000 Penalty: 2524.085449
	Iteration 2F: 3 clusters Score -266781.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -266923.750000 Penalty: 2524.085449
	Iteration 3F: 3 clusters Score -266923.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -267102.781250 Penalty: 2524.085449
	Iteration 4F: 3 clusters Score -267102.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -267291.875000 Penalty: 2524.085449
	Iteration 5F: 3 clusters Score -267291.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -267460.125000 Penalty: 2524.085449
	Iteration 6F: 3 clusters Score -267460.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -267597.187500 Penalty: 2524.085449
	Iteration 7Q: 3 clusters Score -267597.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -267765.312500 Penalty: 2524.085449
	Iteration 8Q: 3 clusters Score -267765.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -267920.843750 Penalty: 2524.085449
	Iteration 9Q: 3 clusters Score -267920.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -268046.375000 Penalty: 2524.085449
	Iteration 10Q: 3 clusters Score -268046.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -268118.187500 Penalty: 2524.085449
	Iteration 11Q: 3 clusters Score -268118.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -268159.031250 Penalty: 2524.085449
	Iteration 12Q: 3 clusters Score -268159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -268182.187500 Penalty: 2524.085449
	Iteration 13Q: 3 clusters Score -268182.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -268194.718750 Penalty: 2524.085449
	Iteration 14Q: 3 clusters Score -268194.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -268199.875000 Penalty: 2524.085449
	Iteration 15Q: 3 clusters Score -268199.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -268202.187500 Penalty: 2524.085449
	Iteration 16Q: 3 clusters Score -268202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -268203.156250 Penalty: 2524.085449
	Iteration 17Q: 3 clusters Score -268203.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -268204.187500 Penalty: 2524.085449
	Iteration 18Q: 3 clusters Score -268204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -268206.875000 Penalty: 2524.085449
	Iteration 19Q: 3 clusters Score -268206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -268207.937500 Penalty: 2524.085449
	Iteration 20F: 3 clusters Score -268207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -268207.812500 Penalty: 2524.085449
	Iteration 21Q: 3 clusters Score -268207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -268207.812500 Penalty: 2524.085449
	Iteration 22F: 3 clusters Score -268207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -17990.173828 Penalty: 863.395996
	Iteration 0F: 2 clusters Score -17990.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17322.998047 Penalty: 1726.791992
	Iteration 0F: 3 clusters Score -17323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17435.369141 Penalty: 1726.791992
	Iteration 1F: 3 clusters Score -17435.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17460.937500 Penalty: 1726.791992
	Iteration 2Q: 3 clusters Score -17460.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17464.224609 Penalty: 1726.791992
	Iteration 3Q: 3 clusters Score -17464.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17464.224609 Penalty: 1726.791992
	Iteration 4F: 3 clusters Score -17464.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Entering Unmasked Estep 
Score: -3789131.500000 Penalty: 1689.248535
	Iteration 0F: 2 clusters Score -3789132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3767134.500000 Penalty: 3378.497070
	Iteration 0F: 3 clusters Score -3767134 nChanged 15088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3775540.500000 Penalty: 3378.497070
	Iteration 1F: 3 clusters Score -3775540 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3775928.750000 Penalty: 3378.497070
	Iteration 2Q: 3 clusters Score -3775929 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3776350.500000 Penalty: 3378.497070
	Iteration 3Q: 3 clusters Score -3776350 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3776884.750000 Penalty: 3378.497070
	Iteration 4Q: 3 clusters Score -3776885 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3777609.500000 Penalty: 3378.497070
	Iteration 5Q: 3 clusters Score -3777610 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3778626.250000 Penalty: 3378.497070
	Iteration 6F: 3 clusters Score -3778626 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3780076.000000 Penalty: 3378.497070
	Iteration 7F: 3 clusters Score -3780076 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3781998.750000 Penalty: 3378.497070
	Iteration 8F: 3 clusters Score -3781999 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3783993.750000 Penalty: 3378.497070
	Iteration 9F: 3 clusters Score -3783994 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3785554.750000 Penalty: 3378.497070
	Iteration 10F: 3 clusters Score -3785555 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3786631.250000 Penalty: 3378.497070
	Iteration 11Q: 3 clusters Score -3786631 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3787137.750000 Penalty: 3378.497070
	Iteration 12Q: 3 clusters Score -3787138 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3787383.000000 Penalty: 3378.497070
	Iteration 13Q: 3 clusters Score -3787383 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3787511.500000 Penalty: 3378.497070
	Iteration 14Q: 3 clusters Score -3787512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3787600.750000 Penalty: 3378.497070
	Iteration 15Q: 3 clusters Score -3787601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3787633.250000 Penalty: 3378.497070
	Iteration 16Q: 3 clusters Score -3787633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3787651.500000 Penalty: 3378.497070
	Iteration 17Q: 3 clusters Score -3787652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3787656.500000 Penalty: 3378.497070
	Iteration 18Q: 3 clusters Score -3787656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3787663.250000 Penalty: 3378.497070
	Iteration 19Q: 3 clusters Score -3787663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3787664.500000 Penalty: 3378.497070
	Iteration 20F: 3 clusters Score -3787664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3787665.500000 Penalty: 3378.497070
	Iteration 21Q: 3 clusters Score -3787666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3787669.500000 Penalty: 3378.497070
	Iteration 22Q: 3 clusters Score -3787670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3787681.000000 Penalty: 3378.497070
	Iteration 23Q: 3 clusters Score -3787681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3787681.500000 Penalty: 3378.497070
	Iteration 24Q: 3 clusters Score -3787682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3787688.500000 Penalty: 3378.497070
	Iteration 25Q: 3 clusters Score -3787688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3787693.250000 Penalty: 3378.497070
	Iteration 26Q: 3 clusters Score -3787693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3787693.250000 Penalty: 3378.497070
	Iteration 27F: 3 clusters Score -3787693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Entering Unmasked Estep 
Score: -427450.718750 Penalty: 1344.043579
	Iteration 0F: 2 clusters Score -427450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -424132.281250 Penalty: 2688.087158
	Iteration 0F: 3 clusters Score -424132.3 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -424987.187500 Penalty: 2688.087158
	Iteration 1F: 3 clusters Score -424987.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -425212.187500 Penalty: 2688.087158
	Iteration 2F: 3 clusters Score -425212.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -425393.062500 Penalty: 2688.087158
	Iteration 3F: 3 clusters Score -425393.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -425548.437500 Penalty: 2688.087158
	Iteration 4F: 3 clusters Score -425548.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -425707.437500 Penalty: 2688.087158
	Iteration 5F: 3 clusters Score -425707.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -425853.531250 Penalty: 2688.087158
	Iteration 6F: 3 clusters Score -425853.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -425967.687500 Penalty: 2688.087158
	Iteration 7Q: 3 clusters Score -425967.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -426066.781250 Penalty: 2688.087158
	Iteration 8Q: 3 clusters Score -426066.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -426158.968750 Penalty: 2688.087158
	Iteration 9Q: 3 clusters Score -426159 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -426240.468750 Penalty: 2688.087158
	Iteration 10Q: 3 clusters Score -426240.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -426313.281250 Penalty: 2688.087158
	Iteration 11Q: 3 clusters Score -426313.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -426379.343750 Penalty: 2688.087158
	Iteration 12Q: 3 clusters Score -426379.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -426428.656250 Penalty: 2688.087158
	Iteration 13Q: 3 clusters Score -426428.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -426476.437500 Penalty: 2688.087158
	Iteration 14Q: 3 clusters Score -426476.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -426511.531250 Penalty: 2688.087158
	Iteration 15Q: 3 clusters Score -426511.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -426529.093750 Penalty: 2688.087158
	Iteration 16Q: 3 clusters Score -426529.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -426543.750000 Penalty: 2688.087158
	Iteration 17Q: 3 clusters Score -426543.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -426556.218750 Penalty: 2688.087158
	Iteration 18Q: 3 clusters Score -426556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -426567.718750 Penalty: 2688.087158
	Iteration 19Q: 3 clusters Score -426567.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -426571.218750 Penalty: 2688.087158
	Iteration 20F: 3 clusters Score -426571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -426573.312500 Penalty: 2688.087158
	Iteration 21Q: 3 clusters Score -426573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -426574.562500 Penalty: 2688.087158
	Iteration 22Q: 3 clusters Score -426574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -426578.093750 Penalty: 2688.087158
	Iteration 23Q: 3 clusters Score -426578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -426579.781250 Penalty: 2688.087158
	Iteration 24Q: 3 clusters Score -426579.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -426582.937500 Penalty: 2688.087158
	Iteration 25Q: 3 clusters Score -426582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -426586.218750 Penalty: 2688.087158
	Iteration 26Q: 3 clusters Score -426586.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -426589.531250 Penalty: 2688.087158
	Iteration 27Q: 3 clusters Score -426589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -426591.156250 Penalty: 2688.087158
	Iteration 28Q: 3 clusters Score -426591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -426594.156250 Penalty: 2688.087158
	Iteration 29Q: 3 clusters Score -426594.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -426598.687500 Penalty: 2688.087158
	Iteration 30Q: 3 clusters Score -426598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -426601.437500 Penalty: 2688.087158
	Iteration 31Q: 3 clusters Score -426601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -426602.218750 Penalty: 2688.087158
	Iteration 32Q: 3 clusters Score -426602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -426603.281250 Penalty: 2688.087158
	Iteration 33Q: 3 clusters Score -426603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -426603.281250 Penalty: 2688.087158
	Iteration 34F: 3 clusters Score -426603.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -460642.812500 Penalty: 1345.533081
	Iteration 0F: 2 clusters Score -460642.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -457347.000000 Penalty: 2691.066162
	Iteration 0F: 3 clusters Score -457347 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -458209.375000 Penalty: 2691.066162
	Iteration 1F: 3 clusters Score -458209.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -458357.593750 Penalty: 2691.066162
	Iteration 2F: 3 clusters Score -458357.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -458438.281250 Penalty: 2691.066162
	Iteration 3Q: 3 clusters Score -458438.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -458504.812500 Penalty: 2691.066162
	Iteration 4Q: 3 clusters Score -458504.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -458564.812500 Penalty: 2691.066162
	Iteration 5Q: 3 clusters Score -458564.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -458618.437500 Penalty: 2691.066162
	Iteration 6Q: 3 clusters Score -458618.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -458674.156250 Penalty: 2691.066162
	Iteration 7Q: 3 clusters Score -458674.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -458731.312500 Penalty: 2691.066162
	Iteration 8Q: 3 clusters Score -458731.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -458779.718750 Penalty: 2691.066162
	Iteration 9Q: 3 clusters Score -458779.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -458830.906250 Penalty: 2691.066162
	Iteration 10Q: 3 clusters Score -458830.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -458877.437500 Penalty: 2691.066162
	Iteration 11Q: 3 clusters Score -458877.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -458936.406250 Penalty: 2691.066162
	Iteration 12Q: 3 clusters Score -458936.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -459002.468750 Penalty: 2691.066162
	Iteration 13Q: 3 clusters Score -459002.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -459087.156250 Penalty: 2691.066162
	Iteration 14Q: 3 clusters Score -459087.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -459153.656250 Penalty: 2691.066162
	Iteration 15Q: 3 clusters Score -459153.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -459210.968750 Penalty: 2691.066162
	Iteration 16Q: 3 clusters Score -459211 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -459245.812500 Penalty: 2691.066162
	Iteration 17Q: 3 clusters Score -459245.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -459291.593750 Penalty: 2691.066162
	Iteration 18Q: 3 clusters Score -459291.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -459324.843750 Penalty: 2691.066162
	Iteration 19Q: 3 clusters Score -459324.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -459357.687500 Penalty: 2691.066162
	Iteration 20F: 3 clusters Score -459357.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -459378.875000 Penalty: 2691.066162
	Iteration 21Q: 3 clusters Score -459378.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -459391.406250 Penalty: 2691.066162
	Iteration 22Q: 3 clusters Score -459391.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -459409.156250 Penalty: 2691.066162
	Iteration 23Q: 3 clusters Score -459409.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -459428.593750 Penalty: 2691.066162
	Iteration 24Q: 3 clusters Score -459428.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -459443.937500 Penalty: 2691.066162
	Iteration 25Q: 3 clusters Score -459443.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -459459.687500 Penalty: 2691.066162
	Iteration 26Q: 3 clusters Score -459459.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -459477.718750 Penalty: 2691.066162
	Iteration 27Q: 3 clusters Score -459477.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -459497.312500 Penalty: 2691.066162
	Iteration 28Q: 3 clusters Score -459497.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -459510.250000 Penalty: 2691.066162
	Iteration 29Q: 3 clusters Score -459510.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -459522.468750 Penalty: 2691.066162
	Iteration 30Q: 3 clusters Score -459522.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -459528.781250 Penalty: 2691.066162
	Iteration 31Q: 3 clusters Score -459528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -459531.156250 Penalty: 2691.066162
	Iteration 32Q: 3 clusters Score -459531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -459532.375000 Penalty: 2691.066162
	Iteration 33Q: 3 clusters Score -459532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -459532.906250 Penalty: 2691.066162
	Iteration 34Q: 3 clusters Score -459532.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -459532.906250 Penalty: 2691.066162
	Iteration 35F: 3 clusters Score -459532.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Entering Unmasked Estep 
Score: -372746.875000 Penalty: 1313.691284
	Iteration 0F: 2 clusters Score -372746.9 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 1544 members 
Entering Unmasked Estep 
Score: -369865.562500 Penalty: 2627.382568
	Iteration 0F: 3 clusters Score -369865.6 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -370601.781250 Penalty: 2627.382568
	Iteration 1F: 3 clusters Score -370601.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -370740.375000 Penalty: 2627.382568
	Iteration 2F: 3 clusters Score -370740.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -370844.843750 Penalty: 2627.382568
	Iteration 3Q: 3 clusters Score -370844.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -370935.062500 Penalty: 2627.382568
	Iteration 4Q: 3 clusters Score -370935.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -371011.250000 Penalty: 2627.382568
	Iteration 5Q: 3 clusters Score -371011.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -371088.750000 Penalty: 2627.382568
	Iteration 6Q: 3 clusters Score -371088.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -371169.187500 Penalty: 2627.382568
	Iteration 7Q: 3 clusters Score -371169.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -371236.031250 Penalty: 2627.382568
	Iteration 8Q: 3 clusters Score -371236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -371294.000000 Penalty: 2627.382568
	Iteration 9Q: 3 clusters Score -371294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -371353.781250 Penalty: 2627.382568
	Iteration 10Q: 3 clusters Score -371353.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -371399.531250 Penalty: 2627.382568
	Iteration 11Q: 3 clusters Score -371399.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -371441.250000 Penalty: 2627.382568
	Iteration 12Q: 3 clusters Score -371441.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -371465.312500 Penalty: 2627.382568
	Iteration 13Q: 3 clusters Score -371465.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -371495.062500 Penalty: 2627.382568
	Iteration 14Q: 3 clusters Score -371495.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -371524.531250 Penalty: 2627.382568
	Iteration 15Q: 3 clusters Score -371524.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -371546.375000 Penalty: 2627.382568
	Iteration 16Q: 3 clusters Score -371546.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -371559.031250 Penalty: 2627.382568
	Iteration 17Q: 3 clusters Score -371559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -371567.281250 Penalty: 2627.382568
	Iteration 18Q: 3 clusters Score -371567.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -371572.843750 Penalty: 2627.382568
	Iteration 19Q: 3 clusters Score -371572.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -371577.000000 Penalty: 2627.382568
	Iteration 20F: 3 clusters Score -371577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -371579.250000 Penalty: 2627.382568
	Iteration 21Q: 3 clusters Score -371579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -371582.218750 Penalty: 2627.382568
	Iteration 22Q: 3 clusters Score -371582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -371584.187500 Penalty: 2627.382568
	Iteration 23Q: 3 clusters Score -371584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -371585.531250 Penalty: 2627.382568
	Iteration 24Q: 3 clusters Score -371585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -371587.343750 Penalty: 2627.382568
	Iteration 25Q: 3 clusters Score -371587.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -371587.750000 Penalty: 2627.382568
	Iteration 26Q: 3 clusters Score -371587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -371589.343750 Penalty: 2627.382568
	Iteration 27Q: 3 clusters Score -371589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -371589.406250 Penalty: 2627.382568
	Iteration 28Q: 3 clusters Score -371589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -371589.406250 Penalty: 2627.382568
	Iteration 29F: 3 clusters Score -371589.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14430.957031 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14430.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13853.529297 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13853.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13984.147461 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -13984.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14076.180664 Penalty: 1718.686768
	Iteration 2F: 3 clusters Score -14076.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14085.977539 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -14085.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14085.977539 Penalty: 1718.686768
	Iteration 4F: 3 clusters Score -14085.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -603760.125000 Penalty: 1386.014404
	Iteration 0F: 2 clusters Score -603760.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -599719.375000 Penalty: 2772.028809
	Iteration 0F: 3 clusters Score -599719.4 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -600816.187500 Penalty: 2772.028809
	Iteration 1F: 3 clusters Score -600816.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -600987.625000 Penalty: 2772.028809
	Iteration 2F: 3 clusters Score -600987.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -601101.437500 Penalty: 2772.028809
	Iteration 3F: 3 clusters Score -601101.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -601181.187500 Penalty: 2772.028809
	Iteration 4Q: 3 clusters Score -601181.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -601241.750000 Penalty: 2772.028809
	Iteration 5Q: 3 clusters Score -601241.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -601297.437500 Penalty: 2772.028809
	Iteration 6Q: 3 clusters Score -601297.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -601346.750000 Penalty: 2772.028809
	Iteration 7Q: 3 clusters Score -601346.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -601389.750000 Penalty: 2772.028809
	Iteration 8Q: 3 clusters Score -601389.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -601433.125000 Penalty: 2772.028809
	Iteration 9Q: 3 clusters Score -601433.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -601480.875000 Penalty: 2772.028809
	Iteration 10Q: 3 clusters Score -601480.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -601546.687500 Penalty: 2772.028809
	Iteration 11Q: 3 clusters Score -601546.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -601611.812500 Penalty: 2772.028809
	Iteration 12Q: 3 clusters Score -601611.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -601683.250000 Penalty: 2772.028809
	Iteration 13Q: 3 clusters Score -601683.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -601757.312500 Penalty: 2772.028809
	Iteration 14Q: 3 clusters Score -601757.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -601846.250000 Penalty: 2772.028809
	Iteration 15Q: 3 clusters Score -601846.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -601911.750000 Penalty: 2772.028809
	Iteration 16Q: 3 clusters Score -601911.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -601989.187500 Penalty: 2772.028809
	Iteration 17Q: 3 clusters Score -601989.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -602056.312500 Penalty: 2772.028809
	Iteration 18Q: 3 clusters Score -602056.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -602114.875000 Penalty: 2772.028809
	Iteration 19Q: 3 clusters Score -602114.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -602167.062500 Penalty: 2772.028809
	Iteration 20F: 3 clusters Score -602167.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -602217.875000 Penalty: 2772.028809
	Iteration 21Q: 3 clusters Score -602217.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -602255.812500 Penalty: 2772.028809
	Iteration 22Q: 3 clusters Score -602255.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -602280.562500 Penalty: 2772.028809
	Iteration 23Q: 3 clusters Score -602280.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -602303.437500 Penalty: 2772.028809
	Iteration 24Q: 3 clusters Score -602303.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -602321.625000 Penalty: 2772.028809
	Iteration 25Q: 3 clusters Score -602321.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -602335.875000 Penalty: 2772.028809
	Iteration 26Q: 3 clusters Score -602335.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -602348.000000 Penalty: 2772.028809
	Iteration 27Q: 3 clusters Score -602348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -602362.625000 Penalty: 2772.028809
	Iteration 28Q: 3 clusters Score -602362.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -602372.875000 Penalty: 2772.028809
	Iteration 29Q: 3 clusters Score -602372.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -602378.937500 Penalty: 2772.028809
	Iteration 30Q: 3 clusters Score -602378.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -602383.562500 Penalty: 2772.028809
	Iteration 31Q: 3 clusters Score -602383.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -602387.375000 Penalty: 2772.028809
	Iteration 32Q: 3 clusters Score -602387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -602392.250000 Penalty: 2772.028809
	Iteration 33Q: 3 clusters Score -602392.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -602402.187500 Penalty: 2772.028809
	Iteration 34Q: 3 clusters Score -602402.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -602413.062500 Penalty: 2772.028809
	Iteration 35Q: 3 clusters Score -602413.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -602423.312500 Penalty: 2772.028809
	Iteration 36Q: 3 clusters Score -602423.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -602427.125000 Penalty: 2772.028809
	Iteration 37Q: 3 clusters Score -602427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -602431.625000 Penalty: 2772.028809
	Iteration 38Q: 3 clusters Score -602431.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -602435.625000 Penalty: 2772.028809
	Iteration 39Q: 3 clusters Score -602435.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -602439.812500 Penalty: 2772.028809
	Iteration 40F: 3 clusters Score -602439.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -602440.562500 Penalty: 2772.028809
	Iteration 41Q: 3 clusters Score -602440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -602442.312500 Penalty: 2772.028809
	Iteration 42Q: 3 clusters Score -602442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -602442.937500 Penalty: 2772.028809
	Iteration 43Q: 3 clusters Score -602442.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -602442.812500 Penalty: 2772.028809
	Iteration 44Q: 3 clusters Score -602442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -602442.812500 Penalty: 2772.028809
	Iteration 45F: 3 clusters Score -602442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (101457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Entering Unmasked Estep 
Score: -11866915.000000 Penalty: 1873.200928
	Iteration 0F: 2 clusters Score -1.186692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -11802534.000000 Penalty: 3746.401855
	Iteration 0F: 3 clusters Score -1.180253e+07 nChanged 48367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -11830725.000000 Penalty: 3746.401855
	Iteration 1F: 3 clusters Score -1.183072e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -11831783.000000 Penalty: 3746.401855
	Iteration 2Q: 3 clusters Score -1.183178e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -11833434.000000 Penalty: 3746.401855
	Iteration 3Q: 3 clusters Score -1.183343e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -11836035.000000 Penalty: 3746.401855
	Iteration 4F: 3 clusters Score -1.183604e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -11840170.000000 Penalty: 3746.401855
	Iteration 5F: 3 clusters Score -1.184017e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -11846066.000000 Penalty: 3746.401855
	Iteration 6F: 3 clusters Score -1.184607e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -11852262.000000 Penalty: 3746.401855
	Iteration 7F: 3 clusters Score -1.185226e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -11857456.000000 Penalty: 3746.401855
	Iteration 8F: 3 clusters Score -1.185746e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -11860681.000000 Penalty: 3746.401855
	Iteration 9Q: 3 clusters Score -1.186068e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -11862563.000000 Penalty: 3746.401855
	Iteration 10Q: 3 clusters Score -1.186256e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -11863617.000000 Penalty: 3746.401855
	Iteration 11Q: 3 clusters Score -1.186362e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 100050 members 
Entering Unmasked Estep 
Score: -11864358.000000 Penalty: 3746.401855
	Iteration 12Q: 3 clusters Score -1.186436e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -11864704.000000 Penalty: 3746.401855
	Iteration 13Q: 3 clusters Score -1.18647e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -11864946.000000 Penalty: 3746.401855
	Iteration 14Q: 3 clusters Score -1.186495e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 100903 members 
Entering Unmasked Estep 
Score: -11865065.000000 Penalty: 3746.401855
	Iteration 15Q: 3 clusters Score -1.186506e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -11865112.000000 Penalty: 3746.401855
	Iteration 16Q: 3 clusters Score -1.186511e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -11865140.000000 Penalty: 3746.401855
	Iteration 17Q: 3 clusters Score -1.186514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -11865176.000000 Penalty: 3746.401855
	Iteration 18Q: 3 clusters Score -1.186518e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -11865196.000000 Penalty: 3746.401855
	Iteration 19Q: 3 clusters Score -1.18652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -11865228.000000 Penalty: 3746.401855
	Iteration 20F: 3 clusters Score -1.186523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -11865238.000000 Penalty: 3746.401855
	Iteration 21Q: 3 clusters Score -1.186524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -11865250.000000 Penalty: 3746.401855
	Iteration 22Q: 3 clusters Score -1.186525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -11865255.000000 Penalty: 3746.401855
	Iteration 23Q: 3 clusters Score -1.186526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 101117 members 
Entering Unmasked Estep 
Score: -11865246.000000 Penalty: 3746.401855
	Iteration 24Q: 3 clusters Score -1.186525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -11865243.000000 Penalty: 3746.401855
	Iteration 25Q: 3 clusters Score -1.186524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 101122 members 
Entering Unmasked Estep 
Score: -11865259.000000 Penalty: 3746.401855
	Iteration 26Q: 3 clusters Score -1.186526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 101126 members 
Entering Unmasked Estep 
Score: -11865266.000000 Penalty: 3746.401855
	Iteration 27Q: 3 clusters Score -1.186527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -11865276.000000 Penalty: 3746.401855
	Iteration 28Q: 3 clusters Score -1.186528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -11865268.000000 Penalty: 3746.401855
	Iteration 29Q: 3 clusters Score -1.186527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -11865268.000000 Penalty: 3746.401855
	Iteration 30F: 3 clusters Score -1.186527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (126814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126814 members 
Entering Unmasked Estep 
Score: -14575567.000000 Penalty: 1909.452515
	Iteration 0F: 2 clusters Score -1.457557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -14494470.000000 Penalty: 3818.905029
	Iteration 0F: 3 clusters Score -1.449447e+07 nChanged 61077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -14530144.000000 Penalty: 3818.905029
	Iteration 1F: 3 clusters Score -1.453014e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -14530756.000000 Penalty: 3818.905029
	Iteration 2Q: 3 clusters Score -1.453076e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66875 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -14531551.000000 Penalty: 3818.905029
	Iteration 3Q: 3 clusters Score -1.453155e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -14532590.000000 Penalty: 3818.905029
	Iteration 4Q: 3 clusters Score -1.453259e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -14533942.000000 Penalty: 3818.905029
	Iteration 5Q: 3 clusters Score -1.453394e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -14536407.000000 Penalty: 3818.905029
	Iteration 6Q: 3 clusters Score -1.453641e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -14540149.000000 Penalty: 3818.905029
	Iteration 7F: 3 clusters Score -1.454015e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -14546067.000000 Penalty: 3818.905029
	Iteration 8F: 3 clusters Score -1.454607e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102133 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -14553857.000000 Penalty: 3818.905029
	Iteration 9F: 3 clusters Score -1.455386e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111534 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -14561953.000000 Penalty: 3818.905029
	Iteration 10F: 3 clusters Score -1.456195e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118962 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -14568216.000000 Penalty: 3818.905029
	Iteration 11F: 3 clusters Score -1.456822e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123547 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -14571641.000000 Penalty: 3818.905029
	Iteration 12Q: 3 clusters Score -1.457164e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125539 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -14573038.000000 Penalty: 3818.905029
	Iteration 13Q: 3 clusters Score -1.457304e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126207 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -14573517.000000 Penalty: 3818.905029
	Iteration 14Q: 3 clusters Score -1.457352e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126422 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -14573709.000000 Penalty: 3818.905029
	Iteration 15Q: 3 clusters Score -1.457371e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126504 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14573806.000000 Penalty: 3818.905029
	Iteration 16Q: 3 clusters Score -1.457381e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126542 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14573876.000000 Penalty: 3818.905029
	Iteration 17Q: 3 clusters Score -1.457388e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126566 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14573920.000000 Penalty: 3818.905029
	Iteration 18Q: 3 clusters Score -1.457392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126573 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14573942.000000 Penalty: 3818.905029
	Iteration 19Q: 3 clusters Score -1.457394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126578 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14573951.000000 Penalty: 3818.905029
	Iteration 20F: 3 clusters Score -1.457395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126584 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14573957.000000 Penalty: 3818.905029
	Iteration 21Q: 3 clusters Score -1.457396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126586 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14573955.000000 Penalty: 3818.905029
	Iteration 22Q: 3 clusters Score -1.457396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126586 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14573955.000000 Penalty: 3818.905029
	Iteration 23F: 3 clusters Score -1.457396e+07 nChanged 0
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: -413646.812500 Penalty: 1329.484009
	Iteration 0F: 2 clusters Score -413646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -410539.562500 Penalty: 2658.968018
	Iteration 0F: 3 clusters Score -410539.6 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -411323.656250 Penalty: 2658.968018
	Iteration 1F: 3 clusters Score -411323.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -411502.125000 Penalty: 2658.968018
	Iteration 2F: 3 clusters Score -411502.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -411643.937500 Penalty: 2658.968018
	Iteration 3F: 3 clusters Score -411643.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -411754.062500 Penalty: 2658.968018
	Iteration 4Q: 3 clusters Score -411754.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -411833.812500 Penalty: 2658.968018
	Iteration 5Q: 3 clusters Score -411833.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -411900.906250 Penalty: 2658.968018
	Iteration 6Q: 3 clusters Score -411900.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -411970.468750 Penalty: 2658.968018
	Iteration 7Q: 3 clusters Score -411970.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -412029.375000 Penalty: 2658.968018
	Iteration 8Q: 3 clusters Score -412029.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -412081.781250 Penalty: 2658.968018
	Iteration 9Q: 3 clusters Score -412081.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -412132.656250 Penalty: 2658.968018
	Iteration 10Q: 3 clusters Score -412132.7 nChanged 87
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: -412180.812500 Penalty: 2658.968018
	Iteration 11Q: 3 clusters Score -412180.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -412231.718750 Penalty: 2658.968018
	Iteration 12Q: 3 clusters Score -412231.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -412275.656250 Penalty: 2658.968018
	Iteration 13Q: 3 clusters Score -412275.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -412321.281250 Penalty: 2658.968018
	Iteration 14Q: 3 clusters Score -412321.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -412370.218750 Penalty: 2658.968018
	Iteration 15Q: 3 clusters Score -412370.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -412404.500000 Penalty: 2658.968018
	Iteration 16Q: 3 clusters Score -412404.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -412432.156250 Penalty: 2658.968018
	Iteration 17Q: 3 clusters Score -412432.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -412452.218750 Penalty: 2658.968018
	Iteration 18Q: 3 clusters Score -412452.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -412471.562500 Penalty: 2658.968018
	Iteration 19Q: 3 clusters Score -412471.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -412490.187500 Penalty: 2658.968018
	Iteration 20F: 3 clusters Score -412490.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -412511.218750 Penalty: 2658.968018
	Iteration 21Q: 3 clusters Score -412511.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -412535.500000 Penalty: 2658.968018
	Iteration 22Q: 3 clusters Score -412535.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -412559.281250 Penalty: 2658.968018
	Iteration 23Q: 3 clusters Score -412559.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -412569.812500 Penalty: 2658.968018
	Iteration 24Q: 3 clusters Score -412569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -412580.218750 Penalty: 2658.968018
	Iteration 25Q: 3 clusters Score -412580.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -412592.031250 Penalty: 2658.968018
	Iteration 26Q: 3 clusters Score -412592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -412599.968750 Penalty: 2658.968018
	Iteration 27Q: 3 clusters Score -412600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -412603.593750 Penalty: 2658.968018
	Iteration 28Q: 3 clusters Score -412603.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -412609.875000 Penalty: 2658.968018
	Iteration 29Q: 3 clusters Score -412609.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -412614.406250 Penalty: 2658.968018
	Iteration 30Q: 3 clusters Score -412614.4 nChanged 9
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: -412617.156250 Penalty: 2658.968018
	Iteration 31Q: 3 clusters Score -412617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -412619.093750 Penalty: 2658.968018
	Iteration 32Q: 3 clusters Score -412619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -412619.593750 Penalty: 2658.968018
	Iteration 33Q: 3 clusters Score -412619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -412621.687500 Penalty: 2658.968018
	Iteration 34Q: 3 clusters Score -412621.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -412622.812500 Penalty: 2658.968018
	Iteration 35Q: 3 clusters Score -412622.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -412622.812500 Penalty: 2658.968018
	Iteration 36F: 3 clusters Score -412622.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (104143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Entering Unmasked Estep 
Score: -12161181.000000 Penalty: 1877.447021
	Iteration 0F: 2 clusters Score -1.216118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -12094879.000000 Penalty: 3754.894043
	Iteration 0F: 3 clusters Score -1.209488e+07 nChanged 49697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -12123876.000000 Penalty: 3754.894043
	Iteration 1F: 3 clusters Score -1.212388e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -12125048.000000 Penalty: 3754.894043
	Iteration 2Q: 3 clusters Score -1.212505e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -12126589.000000 Penalty: 3754.894043
	Iteration 3Q: 3 clusters Score -1.212659e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -12128896.000000 Penalty: 3754.894043
	Iteration 4Q: 3 clusters Score -1.21289e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -12132349.000000 Penalty: 3754.894043
	Iteration 5F: 3 clusters Score -1.213235e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -12137403.000000 Penalty: 3754.894043
	Iteration 6F: 3 clusters Score -1.21374e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -12143596.000000 Penalty: 3754.894043
	Iteration 7F: 3 clusters Score -1.21436e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61232 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -12149027.000000 Penalty: 3754.894043
	Iteration 8F: 3 clusters Score -1.214903e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -12151679.000000 Penalty: 3754.894043
	Iteration 9F: 3 clusters Score -1.215168e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -12152852.000000 Penalty: 3754.894043
	Iteration 10Q: 3 clusters Score -1.215285e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -12153441.000000 Penalty: 3754.894043
	Iteration 11Q: 3 clusters Score -1.215344e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -12153955.000000 Penalty: 3754.894043
	Iteration 12Q: 3 clusters Score -1.215396e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -12154438.000000 Penalty: 3754.894043
	Iteration 13Q: 3 clusters Score -1.215444e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66860 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -12154870.000000 Penalty: 3754.894043
	Iteration 14Q: 3 clusters Score -1.215487e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -12155192.000000 Penalty: 3754.894043
	Iteration 15Q: 3 clusters Score -1.215519e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -12155488.000000 Penalty: 3754.894043
	Iteration 16Q: 3 clusters Score -1.215549e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69048 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -12155652.000000 Penalty: 3754.894043
	Iteration 17Q: 3 clusters Score -1.215565e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69671 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -12155743.000000 Penalty: 3754.894043
	Iteration 18Q: 3 clusters Score -1.215574e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -12155922.000000 Penalty: 3754.894043
	Iteration 19Q: 3 clusters Score -1.215592e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -12156076.000000 Penalty: 3754.894043
	Iteration 20F: 3 clusters Score -1.215608e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -12156224.000000 Penalty: 3754.894043
	Iteration 21Q: 3 clusters Score -1.215622e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71977 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -12156333.000000 Penalty: 3754.894043
	Iteration 22Q: 3 clusters Score -1.215633e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -12156422.000000 Penalty: 3754.894043
	Iteration 23Q: 3 clusters Score -1.215642e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -12156535.000000 Penalty: 3754.894043
	Iteration 24Q: 3 clusters Score -1.215654e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -12156645.000000 Penalty: 3754.894043
	Iteration 25Q: 3 clusters Score -1.215664e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -12156778.000000 Penalty: 3754.894043
	Iteration 26Q: 3 clusters Score -1.215678e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -12156977.000000 Penalty: 3754.894043
	Iteration 27Q: 3 clusters Score -1.215698e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -12157170.000000 Penalty: 3754.894043
	Iteration 28Q: 3 clusters Score -1.215717e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -12157324.000000 Penalty: 3754.894043
	Iteration 29Q: 3 clusters Score -1.215732e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -12157496.000000 Penalty: 3754.894043
	Iteration 30Q: 3 clusters Score -1.21575e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -12157618.000000 Penalty: 3754.894043
	Iteration 31Q: 3 clusters Score -1.215762e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -12157798.000000 Penalty: 3754.894043
	Iteration 32Q: 3 clusters Score -1.21578e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -12157991.000000 Penalty: 3754.894043
	Iteration 33Q: 3 clusters Score -1.215799e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -12158106.000000 Penalty: 3754.894043
	Iteration 34Q: 3 clusters Score -1.215811e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -12158332.000000 Penalty: 3754.894043
	Iteration 35Q: 3 clusters Score -1.215833e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -12158520.000000 Penalty: 3754.894043
	Iteration 36Q: 3 clusters Score -1.215852e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -12158654.000000 Penalty: 3754.894043
	Iteration 37Q: 3 clusters Score -1.215865e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84217 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -12158867.000000 Penalty: 3754.894043
	Iteration 38Q: 3 clusters Score -1.215887e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -12159084.000000 Penalty: 3754.894043
	Iteration 39Q: 3 clusters Score -1.215908e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -12159170.000000 Penalty: 3754.894043
	Iteration 40F: 3 clusters Score -1.215917e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -12159367.000000 Penalty: 3754.894043
	Iteration 41Q: 3 clusters Score -1.215937e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -12159535.000000 Penalty: 3754.894043
	Iteration 42Q: 3 clusters Score -1.215954e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -12159601.000000 Penalty: 3754.894043
	Iteration 43Q: 3 clusters Score -1.21596e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -12159687.000000 Penalty: 3754.894043
	Iteration 44Q: 3 clusters Score -1.215969e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -12159799.000000 Penalty: 3754.894043
	Iteration 45Q: 3 clusters Score -1.21598e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -12159790.000000 Penalty: 3754.894043
	Iteration 46Q: 3 clusters Score -1.215979e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92230 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -12159789.000000 Penalty: 3754.894043
	Iteration 47Q: 3 clusters Score -1.215979e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92916 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -12159821.000000 Penalty: 3754.894043
	Iteration 48Q: 3 clusters Score -1.215982e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -12159863.000000 Penalty: 3754.894043
	Iteration 49Q: 3 clusters Score -1.215986e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94201 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -12159840.000000 Penalty: 3754.894043
	Iteration 50Q: 3 clusters Score -1.215984e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94785 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -12159855.000000 Penalty: 3754.894043
	Iteration 51Q: 3 clusters Score -1.215986e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -12159895.000000 Penalty: 3754.894043
	Iteration 52Q: 3 clusters Score -1.21599e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -12159912.000000 Penalty: 3754.894043
	Iteration 53Q: 3 clusters Score -1.215991e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -12159905.000000 Penalty: 3754.894043
	Iteration 54Q: 3 clusters Score -1.21599e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -12159898.000000 Penalty: 3754.894043
	Iteration 55Q: 3 clusters Score -1.21599e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97206 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -12159946.000000 Penalty: 3754.894043
	Iteration 56Q: 3 clusters Score -1.215995e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97599 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -12159929.000000 Penalty: 3754.894043
	Iteration 57Q: 3 clusters Score -1.215993e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97959 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -12159897.000000 Penalty: 3754.894043
	Iteration 58Q: 3 clusters Score -1.21599e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -12159907.000000 Penalty: 3754.894043
	Iteration 59Q: 3 clusters Score -1.215991e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98615 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -12159876.000000 Penalty: 3754.894043
	Iteration 60F: 3 clusters Score -1.215988e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98875 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -12159921.000000 Penalty: 3754.894043
	Iteration 61Q: 3 clusters Score -1.215992e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99121 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -12159926.000000 Penalty: 3754.894043
	Iteration 62Q: 3 clusters Score -1.215993e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99342 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -12159916.000000 Penalty: 3754.894043
	Iteration 63Q: 3 clusters Score -1.215992e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99540 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -12159915.000000 Penalty: 3754.894043
	Iteration 64Q: 3 clusters Score -1.215992e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -12159879.000000 Penalty: 3754.894043
	Iteration 65Q: 3 clusters Score -1.215988e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99925 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -12159829.000000 Penalty: 3754.894043
	Iteration 66Q: 3 clusters Score -1.215983e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100099 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -12159786.000000 Penalty: 3754.894043
	Iteration 67Q: 3 clusters Score -1.215979e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -12159818.000000 Penalty: 3754.894043
	Iteration 68Q: 3 clusters Score -1.215982e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -12159842.000000 Penalty: 3754.894043
	Iteration 69Q: 3 clusters Score -1.215984e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -12159882.000000 Penalty: 3754.894043
	Iteration 70Q: 3 clusters Score -1.215988e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100561 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -12159898.000000 Penalty: 3754.894043
	Iteration 71Q: 3 clusters Score -1.21599e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -12159872.000000 Penalty: 3754.894043
	Iteration 72Q: 3 clusters Score -1.215987e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -12159852.000000 Penalty: 3754.894043
	Iteration 73Q: 3 clusters Score -1.215985e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -12159881.000000 Penalty: 3754.894043
	Iteration 74Q: 3 clusters Score -1.215988e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -12159880.000000 Penalty: 3754.894043
	Iteration 75Q: 3 clusters Score -1.215988e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -12159889.000000 Penalty: 3754.894043
	Iteration 76Q: 3 clusters Score -1.215989e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -12159880.000000 Penalty: 3754.894043
	Iteration 77Q: 3 clusters Score -1.215988e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101277 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -12159908.000000 Penalty: 3754.894043
	Iteration 78Q: 3 clusters Score -1.215991e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101368 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -12159931.000000 Penalty: 3754.894043
	Iteration 79Q: 3 clusters Score -1.215993e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -12159966.000000 Penalty: 3754.894043
	Iteration 80F: 3 clusters Score -1.215997e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -12159968.000000 Penalty: 3754.894043
	Iteration 81Q: 3 clusters Score -1.215997e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -12159965.000000 Penalty: 3754.894043
	Iteration 82Q: 3 clusters Score -1.215996e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -12159969.000000 Penalty: 3754.894043
	Iteration 83Q: 3 clusters Score -1.215997e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101766 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -12159985.000000 Penalty: 3754.894043
	Iteration 84Q: 3 clusters Score -1.215998e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -12160017.000000 Penalty: 3754.894043
	Iteration 85Q: 3 clusters Score -1.216002e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101878 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -12160014.000000 Penalty: 3754.894043
	Iteration 86Q: 3 clusters Score -1.216001e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101935 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -12160000.000000 Penalty: 3754.894043
	Iteration 87Q: 3 clusters Score -1.216e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -12160005.000000 Penalty: 3754.894043
	Iteration 88Q: 3 clusters Score -1.216e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102049 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -12160016.000000 Penalty: 3754.894043
	Iteration 89Q: 3 clusters Score -1.216002e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -12160003.000000 Penalty: 3754.894043
	Iteration 90Q: 3 clusters Score -1.216e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -12160016.000000 Penalty: 3754.894043
	Iteration 91Q: 3 clusters Score -1.216002e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -12160003.000000 Penalty: 3754.894043
	Iteration 92Q: 3 clusters Score -1.216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102222 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -12160000.000000 Penalty: 3754.894043
	Iteration 93Q: 3 clusters Score -1.216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -12159990.000000 Penalty: 3754.894043
	Iteration 94Q: 3 clusters Score -1.215999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102270 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -12159996.000000 Penalty: 3754.894043
	Iteration 95Q: 3 clusters Score -1.216e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102299 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -12159993.000000 Penalty: 3754.894043
	Iteration 96Q: 3 clusters Score -1.215999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102326 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -12160003.000000 Penalty: 3754.894043
	Iteration 97Q: 3 clusters Score -1.216e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102347 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -12159993.000000 Penalty: 3754.894043
	Iteration 98Q: 3 clusters Score -1.215999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102363 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -12160002.000000 Penalty: 3754.894043
	Iteration 99Q: 3 clusters Score -1.216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102386 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -12160010.000000 Penalty: 3754.894043
	Iteration 100F: 3 clusters Score -1.216001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -12160007.000000 Penalty: 3754.894043
	Iteration 101Q: 3 clusters Score -1.216001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -12159998.000000 Penalty: 3754.894043
	Iteration 102Q: 3 clusters Score -1.216e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -12160010.000000 Penalty: 3754.894043
	Iteration 103Q: 3 clusters Score -1.216001e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102472 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -12160001.000000 Penalty: 3754.894043
	Iteration 104Q: 3 clusters Score -1.216e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102500 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12159994.000000 Penalty: 3754.894043
	Iteration 105Q: 3 clusters Score -1.215999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102513 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -12160012.000000 Penalty: 3754.894043
	Iteration 106Q: 3 clusters Score -1.216001e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -12160011.000000 Penalty: 3754.894043
	Iteration 107Q: 3 clusters Score -1.216001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -12160011.000000 Penalty: 3754.894043
	Iteration 108Q: 3 clusters Score -1.216001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12160015.000000 Penalty: 3754.894043
	Iteration 109Q: 3 clusters Score -1.216002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12160031.000000 Penalty: 3754.894043
	Iteration 110Q: 3 clusters Score -1.216003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -12160030.000000 Penalty: 3754.894043
	Iteration 111Q: 3 clusters Score -1.216003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -12160026.000000 Penalty: 3754.894043
	Iteration 112Q: 3 clusters Score -1.216003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -12160025.000000 Penalty: 3754.894043
	Iteration 113Q: 3 clusters Score -1.216002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -12160032.000000 Penalty: 3754.894043
	Iteration 114Q: 3 clusters Score -1.216003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -12160024.000000 Penalty: 3754.894043
	Iteration 115Q: 3 clusters Score -1.216002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102630 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -12160035.000000 Penalty: 3754.894043
	Iteration 116Q: 3 clusters Score -1.216004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102635 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -12160026.000000 Penalty: 3754.894043
	Iteration 117Q: 3 clusters Score -1.216003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -12160035.000000 Penalty: 3754.894043
	Iteration 118Q: 3 clusters Score -1.216004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12160022.000000 Penalty: 3754.894043
	Iteration 119Q: 3 clusters Score -1.216002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12160022.000000 Penalty: 3754.894043
	Iteration 120F: 3 clusters Score -1.216002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -319357.687500 Penalty: 1287.896851
	Iteration 0F: 2 clusters Score -319357.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -316777.843750 Penalty: 2575.793701
	Iteration 0F: 3 clusters Score -316777.8 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -317400.093750 Penalty: 2575.793701
	Iteration 1F: 3 clusters Score -317400.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -317565.312500 Penalty: 2575.793701
	Iteration 2F: 3 clusters Score -317565.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -317710.406250 Penalty: 2575.793701
	Iteration 3F: 3 clusters Score -317710.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -317837.093750 Penalty: 2575.793701
	Iteration 4F: 3 clusters Score -317837.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -317946.781250 Penalty: 2575.793701
	Iteration 5Q: 3 clusters Score -317946.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -318027.906250 Penalty: 2575.793701
	Iteration 6Q: 3 clusters Score -318027.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -318096.125000 Penalty: 2575.793701
	Iteration 7Q: 3 clusters Score -318096.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -318162.062500 Penalty: 2575.793701
	Iteration 8Q: 3 clusters Score -318162.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -318199.500000 Penalty: 2575.793701
	Iteration 9Q: 3 clusters Score -318199.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -318225.343750 Penalty: 2575.793701
	Iteration 10Q: 3 clusters Score -318225.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -318241.937500 Penalty: 2575.793701
	Iteration 11Q: 3 clusters Score -318241.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -318259.156250 Penalty: 2575.793701
	Iteration 12Q: 3 clusters Score -318259.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -318278.593750 Penalty: 2575.793701
	Iteration 13Q: 3 clusters Score -318278.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -318293.562500 Penalty: 2575.793701
	Iteration 14Q: 3 clusters Score -318293.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -318317.250000 Penalty: 2575.793701
	Iteration 15Q: 3 clusters Score -318317.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -318337.593750 Penalty: 2575.793701
	Iteration 16Q: 3 clusters Score -318337.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -318351.656250 Penalty: 2575.793701
	Iteration 17Q: 3 clusters Score -318351.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -318363.062500 Penalty: 2575.793701
	Iteration 18Q: 3 clusters Score -318363.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -318375.125000 Penalty: 2575.793701
	Iteration 19Q: 3 clusters Score -318375.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -318383.593750 Penalty: 2575.793701
	Iteration 20F: 3 clusters Score -318383.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -318390.062500 Penalty: 2575.793701
	Iteration 21Q: 3 clusters Score -318390.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -318396.625000 Penalty: 2575.793701
	Iteration 22Q: 3 clusters Score -318396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -318401.250000 Penalty: 2575.793701
	Iteration 23Q: 3 clusters Score -318401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -318403.593750 Penalty: 2575.793701
	Iteration 24Q: 3 clusters Score -318403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -318406.593750 Penalty: 2575.793701
	Iteration 25Q: 3 clusters Score -318406.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -318408.718750 Penalty: 2575.793701
	Iteration 26Q: 3 clusters Score -318408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -318410.343750 Penalty: 2575.793701
	Iteration 27Q: 3 clusters Score -318410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -318411.812500 Penalty: 2575.793701
	Iteration 28Q: 3 clusters Score -318411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -318413.000000 Penalty: 2575.793701
	Iteration 29Q: 3 clusters Score -318413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -318413.125000 Penalty: 2575.793701
	Iteration 30Q: 3 clusters Score -318413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -318413.250000 Penalty: 2575.793701
	Iteration 31Q: 3 clusters Score -318413.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -318413.250000 Penalty: 2575.793701
	Iteration 32F: 3 clusters Score -318413.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Entering Unmasked Estep 
Score: -1014835.687500 Penalty: 1475.962769
	Iteration 0F: 2 clusters Score -1014836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1008475.125000 Penalty: 2951.925537
	Iteration 0F: 3 clusters Score -1008475 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1010500.875000 Penalty: 2951.925537
	Iteration 1F: 3 clusters Score -1010501 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1010769.062500 Penalty: 2951.925537
	Iteration 2F: 3 clusters Score -1010769 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1010995.000000 Penalty: 2951.925537
	Iteration 3F: 3 clusters Score -1010995 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1011200.500000 Penalty: 2951.925537
	Iteration 4Q: 3 clusters Score -1011200 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1011396.250000 Penalty: 2951.925537
	Iteration 5Q: 3 clusters Score -1011396 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1011562.062500 Penalty: 2951.925537
	Iteration 6Q: 3 clusters Score -1011562 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1011724.687500 Penalty: 2951.925537
	Iteration 7Q: 3 clusters Score -1011725 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1011894.812500 Penalty: 2951.925537
	Iteration 8Q: 3 clusters Score -1011895 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1012085.562500 Penalty: 2951.925537
	Iteration 9Q: 3 clusters Score -1012086 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1012297.125000 Penalty: 2951.925537
	Iteration 10Q: 3 clusters Score -1012297 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1012538.812500 Penalty: 2951.925537
	Iteration 11Q: 3 clusters Score -1012539 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1012783.812500 Penalty: 2951.925537
	Iteration 12Q: 3 clusters Score -1012784 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1012971.687500 Penalty: 2951.925537
	Iteration 13Q: 3 clusters Score -1012972 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1013100.625000 Penalty: 2951.925537
	Iteration 14Q: 3 clusters Score -1013101 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1013209.500000 Penalty: 2951.925537
	Iteration 15Q: 3 clusters Score -1013210 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1013288.187500 Penalty: 2951.925537
	Iteration 16Q: 3 clusters Score -1013288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1013342.250000 Penalty: 2951.925537
	Iteration 17Q: 3 clusters Score -1013342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1013392.125000 Penalty: 2951.925537
	Iteration 18Q: 3 clusters Score -1013392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1013444.812500 Penalty: 2951.925537
	Iteration 19Q: 3 clusters Score -1013445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1013469.625000 Penalty: 2951.925537
	Iteration 20F: 3 clusters Score -1013470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1013486.312500 Penalty: 2951.925537
	Iteration 21Q: 3 clusters Score -1013486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1013505.375000 Penalty: 2951.925537
	Iteration 22Q: 3 clusters Score -1013505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1013519.875000 Penalty: 2951.925537
	Iteration 23Q: 3 clusters Score -1013520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1013532.750000 Penalty: 2951.925537
	Iteration 24Q: 3 clusters Score -1013533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1013538.687500 Penalty: 2951.925537
	Iteration 25Q: 3 clusters Score -1013539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1013545.812500 Penalty: 2951.925537
	Iteration 26Q: 3 clusters Score -1013546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1013550.062500 Penalty: 2951.925537
	Iteration 27Q: 3 clusters Score -1013550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1013558.250000 Penalty: 2951.925537
	Iteration 28Q: 3 clusters Score -1013558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1013564.125000 Penalty: 2951.925537
	Iteration 29Q: 3 clusters Score -1013564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1013567.562500 Penalty: 2951.925537
	Iteration 30Q: 3 clusters Score -1013568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1013569.875000 Penalty: 2951.925537
	Iteration 31Q: 3 clusters Score -1013570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1013569.875000 Penalty: 2951.925537
	Iteration 32F: 3 clusters Score -1013570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -117236.640625 Penalty: 1126.839600
	Iteration 0F: 2 clusters Score -117236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -115758.046875 Penalty: 2253.679199
	Iteration 0F: 3 clusters Score -115758 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -115981.093750 Penalty: 2253.679199
	Iteration 1F: 3 clusters Score -115981.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -116041.273438 Penalty: 2253.679199
	Iteration 2F: 3 clusters Score -116041.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -116076.078125 Penalty: 2253.679199
	Iteration 3Q: 3 clusters Score -116076.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -116092.703125 Penalty: 2253.679199
	Iteration 4Q: 3 clusters Score -116092.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116104.656250 Penalty: 2253.679199
	Iteration 5Q: 3 clusters Score -116104.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -116113.960938 Penalty: 2253.679199
	Iteration 6Q: 3 clusters Score -116114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -116121.023438 Penalty: 2253.679199
	Iteration 7Q: 3 clusters Score -116121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116124.757812 Penalty: 2253.679199
	Iteration 8Q: 3 clusters Score -116124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -116134.859375 Penalty: 2253.679199
	Iteration 9Q: 3 clusters Score -116134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -116137.437500 Penalty: 2253.679199
	Iteration 10Q: 3 clusters Score -116137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -116145.234375 Penalty: 2253.679199
	Iteration 11Q: 3 clusters Score -116145.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -116155.093750 Penalty: 2253.679199
	Iteration 12Q: 3 clusters Score -116155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116162.390625 Penalty: 2253.679199
	Iteration 13Q: 3 clusters Score -116162.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116171.828125 Penalty: 2253.679199
	Iteration 14Q: 3 clusters Score -116171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -116178.281250 Penalty: 2253.679199
	Iteration 15Q: 3 clusters Score -116178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -116181.890625 Penalty: 2253.679199
	Iteration 16Q: 3 clusters Score -116181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -116188.140625 Penalty: 2253.679199
	Iteration 17Q: 3 clusters Score -116188.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -116190.828125 Penalty: 2253.679199
	Iteration 18Q: 3 clusters Score -116190.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -116190.828125 Penalty: 2253.679199
	Iteration 19F: 3 clusters Score -116190.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (105584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105584 members 
Entering Unmasked Estep 
Score: -12350071.000000 Penalty: 1879.680054
	Iteration 0F: 2 clusters Score -1.235007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -12282904.000000 Penalty: 3759.360107
	Iteration 0F: 3 clusters Score -1.22829e+07 nChanged 50610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -12312027.000000 Penalty: 3759.360107
	Iteration 1F: 3 clusters Score -1.231203e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -12312604.000000 Penalty: 3759.360107
	Iteration 2Q: 3 clusters Score -1.23126e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -12313221.000000 Penalty: 3759.360107
	Iteration 3Q: 3 clusters Score -1.231322e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -12313984.000000 Penalty: 3759.360107
	Iteration 4Q: 3 clusters Score -1.231398e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -12314970.000000 Penalty: 3759.360107
	Iteration 5Q: 3 clusters Score -1.231497e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -12316344.000000 Penalty: 3759.360107
	Iteration 6Q: 3 clusters Score -1.231634e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -12318360.000000 Penalty: 3759.360107
	Iteration 7Q: 3 clusters Score -1.231836e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -12321202.000000 Penalty: 3759.360107
	Iteration 8F: 3 clusters Score -1.23212e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -12325323.000000 Penalty: 3759.360107
	Iteration 9F: 3 clusters Score -1.232532e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -12330238.000000 Penalty: 3759.360107
	Iteration 10F: 3 clusters Score -1.233024e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -12334140.000000 Penalty: 3759.360107
	Iteration 11F: 3 clusters Score -1.233414e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -12335898.000000 Penalty: 3759.360107
	Iteration 12Q: 3 clusters Score -1.23359e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -12336545.000000 Penalty: 3759.360107
	Iteration 13Q: 3 clusters Score -1.233654e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -12337034.000000 Penalty: 3759.360107
	Iteration 14Q: 3 clusters Score -1.233703e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -12337320.000000 Penalty: 3759.360107
	Iteration 15Q: 3 clusters Score -1.233732e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -12337580.000000 Penalty: 3759.360107
	Iteration 16Q: 3 clusters Score -1.233758e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -12337941.000000 Penalty: 3759.360107
	Iteration 17Q: 3 clusters Score -1.233794e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -12338296.000000 Penalty: 3759.360107
	Iteration 18Q: 3 clusters Score -1.23383e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -12338673.000000 Penalty: 3759.360107
	Iteration 19Q: 3 clusters Score -1.233867e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -12339006.000000 Penalty: 3759.360107
	Iteration 20F: 3 clusters Score -1.233901e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -12339334.000000 Penalty: 3759.360107
	Iteration 21Q: 3 clusters Score -1.233933e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -12339764.000000 Penalty: 3759.360107
	Iteration 22Q: 3 clusters Score -1.233976e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -12340168.000000 Penalty: 3759.360107
	Iteration 23Q: 3 clusters Score -1.234017e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -12340647.000000 Penalty: 3759.360107
	Iteration 24Q: 3 clusters Score -1.234065e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -12341099.000000 Penalty: 3759.360107
	Iteration 25Q: 3 clusters Score -1.23411e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -12341612.000000 Penalty: 3759.360107
	Iteration 26Q: 3 clusters Score -1.234161e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -12342046.000000 Penalty: 3759.360107
	Iteration 27Q: 3 clusters Score -1.234205e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -12342506.000000 Penalty: 3759.360107
	Iteration 28Q: 3 clusters Score -1.234251e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -12342971.000000 Penalty: 3759.360107
	Iteration 29Q: 3 clusters Score -1.234297e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -12343387.000000 Penalty: 3759.360107
	Iteration 30Q: 3 clusters Score -1.234339e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -12343767.000000 Penalty: 3759.360107
	Iteration 31Q: 3 clusters Score -1.234377e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -12343973.000000 Penalty: 3759.360107
	Iteration 32Q: 3 clusters Score -1.234397e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -12344222.000000 Penalty: 3759.360107
	Iteration 33Q: 3 clusters Score -1.234422e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66872 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -12344311.000000 Penalty: 3759.360107
	Iteration 34Q: 3 clusters Score -1.234431e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -12344400.000000 Penalty: 3759.360107
	Iteration 35Q: 3 clusters Score -1.23444e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -12344479.000000 Penalty: 3759.360107
	Iteration 36Q: 3 clusters Score -1.234448e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -12344548.000000 Penalty: 3759.360107
	Iteration 37Q: 3 clusters Score -1.234455e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -12344624.000000 Penalty: 3759.360107
	Iteration 38Q: 3 clusters Score -1.234462e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -12344744.000000 Penalty: 3759.360107
	Iteration 39Q: 3 clusters Score -1.234474e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -12344798.000000 Penalty: 3759.360107
	Iteration 40F: 3 clusters Score -1.23448e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69120 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -12344810.000000 Penalty: 3759.360107
	Iteration 41Q: 3 clusters Score -1.234481e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -12344843.000000 Penalty: 3759.360107
	Iteration 42Q: 3 clusters Score -1.234484e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -12344905.000000 Penalty: 3759.360107
	Iteration 43Q: 3 clusters Score -1.23449e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -12344927.000000 Penalty: 3759.360107
	Iteration 44Q: 3 clusters Score -1.234493e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -12344925.000000 Penalty: 3759.360107
	Iteration 45Q: 3 clusters Score -1.234492e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -12344994.000000 Penalty: 3759.360107
	Iteration 46Q: 3 clusters Score -1.234499e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -12345059.000000 Penalty: 3759.360107
	Iteration 47Q: 3 clusters Score -1.234506e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -12345065.000000 Penalty: 3759.360107
	Iteration 48Q: 3 clusters Score -1.234506e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71667 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -12345110.000000 Penalty: 3759.360107
	Iteration 49Q: 3 clusters Score -1.234511e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -12345166.000000 Penalty: 3759.360107
	Iteration 50Q: 3 clusters Score -1.234517e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -12345173.000000 Penalty: 3759.360107
	Iteration 51Q: 3 clusters Score -1.234517e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -12345209.000000 Penalty: 3759.360107
	Iteration 52Q: 3 clusters Score -1.234521e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -12345244.000000 Penalty: 3759.360107
	Iteration 53Q: 3 clusters Score -1.234524e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -12345273.000000 Penalty: 3759.360107
	Iteration 54Q: 3 clusters Score -1.234527e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -12345301.000000 Penalty: 3759.360107
	Iteration 55Q: 3 clusters Score -1.23453e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -12345366.000000 Penalty: 3759.360107
	Iteration 56Q: 3 clusters Score -1.234537e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -12345444.000000 Penalty: 3759.360107
	Iteration 57Q: 3 clusters Score -1.234544e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -12345436.000000 Penalty: 3759.360107
	Iteration 58Q: 3 clusters Score -1.234544e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -12345490.000000 Penalty: 3759.360107
	Iteration 59Q: 3 clusters Score -1.234549e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76719 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -12345536.000000 Penalty: 3759.360107
	Iteration 60F: 3 clusters Score -1.234554e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -12345580.000000 Penalty: 3759.360107
	Iteration 61Q: 3 clusters Score -1.234558e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -12345632.000000 Penalty: 3759.360107
	Iteration 62Q: 3 clusters Score -1.234563e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -12345660.000000 Penalty: 3759.360107
	Iteration 63Q: 3 clusters Score -1.234566e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -12345760.000000 Penalty: 3759.360107
	Iteration 64Q: 3 clusters Score -1.234576e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -12345805.000000 Penalty: 3759.360107
	Iteration 65Q: 3 clusters Score -1.23458e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -12345847.000000 Penalty: 3759.360107
	Iteration 66Q: 3 clusters Score -1.234585e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -12345830.000000 Penalty: 3759.360107
	Iteration 67Q: 3 clusters Score -1.234583e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -12345910.000000 Penalty: 3759.360107
	Iteration 68Q: 3 clusters Score -1.234591e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -12345970.000000 Penalty: 3759.360107
	Iteration 69Q: 3 clusters Score -1.234597e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -12345993.000000 Penalty: 3759.360107
	Iteration 70Q: 3 clusters Score -1.234599e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -12346080.000000 Penalty: 3759.360107
	Iteration 71Q: 3 clusters Score -1.234608e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -12346049.000000 Penalty: 3759.360107
	Iteration 72Q: 3 clusters Score -1.234605e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -12346141.000000 Penalty: 3759.360107
	Iteration 73Q: 3 clusters Score -1.234614e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89552 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -12346171.000000 Penalty: 3759.360107
	Iteration 74Q: 3 clusters Score -1.234617e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -12346216.000000 Penalty: 3759.360107
	Iteration 75Q: 3 clusters Score -1.234622e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -12346337.000000 Penalty: 3759.360107
	Iteration 76Q: 3 clusters Score -1.234634e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92722 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -12346486.000000 Penalty: 3759.360107
	Iteration 77Q: 3 clusters Score -1.234649e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93794 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -12346571.000000 Penalty: 3759.360107
	Iteration 78Q: 3 clusters Score -1.234657e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -12346699.000000 Penalty: 3759.360107
	Iteration 79Q: 3 clusters Score -1.23467e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -12346868.000000 Penalty: 3759.360107
	Iteration 80F: 3 clusters Score -1.234687e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96859 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -12346981.000000 Penalty: 3759.360107
	Iteration 81Q: 3 clusters Score -1.234698e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97775 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -12347113.000000 Penalty: 3759.360107
	Iteration 82Q: 3 clusters Score -1.234711e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -12347260.000000 Penalty: 3759.360107
	Iteration 83Q: 3 clusters Score -1.234726e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99420 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -12347354.000000 Penalty: 3759.360107
	Iteration 84Q: 3 clusters Score -1.234735e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -12347412.000000 Penalty: 3759.360107
	Iteration 85Q: 3 clusters Score -1.234741e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -12347531.000000 Penalty: 3759.360107
	Iteration 86Q: 3 clusters Score -1.234753e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -12347783.000000 Penalty: 3759.360107
	Iteration 87Q: 3 clusters Score -1.234778e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101751 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -12347976.000000 Penalty: 3759.360107
	Iteration 88Q: 3 clusters Score -1.234798e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102172 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -12348066.000000 Penalty: 3759.360107
	Iteration 89Q: 3 clusters Score -1.234807e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102522 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -12348224.000000 Penalty: 3759.360107
	Iteration 90Q: 3 clusters Score -1.234822e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102842 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -12348296.000000 Penalty: 3759.360107
	Iteration 91Q: 3 clusters Score -1.23483e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103106 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -12348381.000000 Penalty: 3759.360107
	Iteration 92Q: 3 clusters Score -1.234838e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103338 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -12348437.000000 Penalty: 3759.360107
	Iteration 93Q: 3 clusters Score -1.234844e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -12348508.000000 Penalty: 3759.360107
	Iteration 94Q: 3 clusters Score -1.234851e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12348547.000000 Penalty: 3759.360107
	Iteration 95Q: 3 clusters Score -1.234855e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103882 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -12348576.000000 Penalty: 3759.360107
	Iteration 96Q: 3 clusters Score -1.234858e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -12348571.000000 Penalty: 3759.360107
	Iteration 97Q: 3 clusters Score -1.234857e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104170 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -12348604.000000 Penalty: 3759.360107
	Iteration 98Q: 3 clusters Score -1.23486e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -12348638.000000 Penalty: 3759.360107
	Iteration 99Q: 3 clusters Score -1.234864e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104364 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -12348621.000000 Penalty: 3759.360107
	Iteration 100F: 3 clusters Score -1.234862e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12348647.000000 Penalty: 3759.360107
	Iteration 101Q: 3 clusters Score -1.234865e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -12348663.000000 Penalty: 3759.360107
	Iteration 102Q: 3 clusters Score -1.234866e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104569 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12348686.000000 Penalty: 3759.360107
	Iteration 103Q: 3 clusters Score -1.234869e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12348686.000000 Penalty: 3759.360107
	Iteration 104Q: 3 clusters Score -1.234869e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -12348677.000000 Penalty: 3759.360107
	Iteration 105Q: 3 clusters Score -1.234868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12348687.000000 Penalty: 3759.360107
	Iteration 106Q: 3 clusters Score -1.234869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12348692.000000 Penalty: 3759.360107
	Iteration 107Q: 3 clusters Score -1.234869e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -12348710.000000 Penalty: 3759.360107
	Iteration 108Q: 3 clusters Score -1.234871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12348717.000000 Penalty: 3759.360107
	Iteration 109Q: 3 clusters Score -1.234872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12348709.000000 Penalty: 3759.360107
	Iteration 110Q: 3 clusters Score -1.234871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104760 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12348718.000000 Penalty: 3759.360107
	Iteration 111Q: 3 clusters Score -1.234872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12348715.000000 Penalty: 3759.360107
	Iteration 112Q: 3 clusters Score -1.234872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104775 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12348709.000000 Penalty: 3759.360107
	Iteration 113Q: 3 clusters Score -1.234871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104783 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12348715.000000 Penalty: 3759.360107
	Iteration 114Q: 3 clusters Score -1.234872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104792 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12348706.000000 Penalty: 3759.360107
	Iteration 115Q: 3 clusters Score -1.234871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104802 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12348710.000000 Penalty: 3759.360107
	Iteration 116Q: 3 clusters Score -1.234871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -12348711.000000 Penalty: 3759.360107
	Iteration 117Q: 3 clusters Score -1.234871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104819 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12348702.000000 Penalty: 3759.360107
	Iteration 118Q: 3 clusters Score -1.23487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104822 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12348699.000000 Penalty: 3759.360107
	Iteration 119Q: 3 clusters Score -1.23487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104825 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12348696.000000 Penalty: 3759.360107
	Iteration 120F: 3 clusters Score -1.23487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12348705.000000 Penalty: 3759.360107
	Iteration 121Q: 3 clusters Score -1.23487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104832 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12348696.000000 Penalty: 3759.360107
	Iteration 122Q: 3 clusters Score -1.23487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12348703.000000 Penalty: 3759.360107
	Iteration 123Q: 3 clusters Score -1.23487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104840 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -12348704.000000 Penalty: 3759.360107
	Iteration 124Q: 3 clusters Score -1.23487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104842 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12348702.000000 Penalty: 3759.360107
	Iteration 125Q: 3 clusters Score -1.23487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104846 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -12348705.000000 Penalty: 3759.360107
	Iteration 126Q: 3 clusters Score -1.23487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104851 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12348699.000000 Penalty: 3759.360107
	Iteration 127Q: 3 clusters Score -1.23487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104853 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12348699.000000 Penalty: 3759.360107
	Iteration 128Q: 3 clusters Score -1.23487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104856 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12348704.000000 Penalty: 3759.360107
	Iteration 129Q: 3 clusters Score -1.23487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104860 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12348702.000000 Penalty: 3759.360107
	Iteration 130Q: 3 clusters Score -1.23487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -12348705.000000 Penalty: 3759.360107
	Iteration 131Q: 3 clusters Score -1.23487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12348701.000000 Penalty: 3759.360107
	Iteration 132Q: 3 clusters Score -1.23487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104872 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12348698.000000 Penalty: 3759.360107
	Iteration 133Q: 3 clusters Score -1.23487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104874 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12348693.000000 Penalty: 3759.360107
	Iteration 134Q: 3 clusters Score -1.234869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104875 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12348695.000000 Penalty: 3759.360107
	Iteration 135Q: 3 clusters Score -1.23487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104875 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12348695.000000 Penalty: 3759.360107
	Iteration 136F: 3 clusters Score -1.23487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -41255.855469 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -41255.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40320.050781 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -40320.05 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40490.953125 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -40490.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40555.253906 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -40555.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40598.457031 Penalty: 1956.042847
	Iteration 3Q: 3 clusters Score -40598.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40626.277344 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -40626.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40639.222656 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -40639.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40657.601562 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -40657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40665.406250 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -40665.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40669.824219 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -40669.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40669.824219 Penalty: 1956.042847
	Iteration 9F: 3 clusters Score -40669.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Entering Unmasked Estep 
Score: -1510730.625000 Penalty: 1538.298828
	Iteration 0F: 2 clusters Score -1510731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1501725.125000 Penalty: 3076.597656
	Iteration 0F: 3 clusters Score -1501725 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1504750.875000 Penalty: 3076.597656
	Iteration 1F: 3 clusters Score -1504751 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1504983.625000 Penalty: 3076.597656
	Iteration 2F: 3 clusters Score -1504984 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1505150.000000 Penalty: 3076.597656
	Iteration 3Q: 3 clusters Score -1505150 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1505264.500000 Penalty: 3076.597656
	Iteration 4Q: 3 clusters Score -1505264 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1505365.000000 Penalty: 3076.597656
	Iteration 5Q: 3 clusters Score -1505365 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1505443.750000 Penalty: 3076.597656
	Iteration 6Q: 3 clusters Score -1505444 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1505529.000000 Penalty: 3076.597656
	Iteration 7Q: 3 clusters Score -1505529 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1505641.625000 Penalty: 3076.597656
	Iteration 8Q: 3 clusters Score -1505642 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1505784.875000 Penalty: 3076.597656
	Iteration 9Q: 3 clusters Score -1505785 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1505967.250000 Penalty: 3076.597656
	Iteration 10Q: 3 clusters Score -1505967 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1506207.000000 Penalty: 3076.597656
	Iteration 11Q: 3 clusters Score -1506207 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1506507.500000 Penalty: 3076.597656
	Iteration 12Q: 3 clusters Score -1506508 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1506871.500000 Penalty: 3076.597656
	Iteration 13Q: 3 clusters Score -1506872 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1507245.000000 Penalty: 3076.597656
	Iteration 14Q: 3 clusters Score -1507245 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1507666.500000 Penalty: 3076.597656
	Iteration 15Q: 3 clusters Score -1507666 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1508047.500000 Penalty: 3076.597656
	Iteration 16Q: 3 clusters Score -1508048 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1508308.875000 Penalty: 3076.597656
	Iteration 17Q: 3 clusters Score -1508309 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1508509.250000 Penalty: 3076.597656
	Iteration 18Q: 3 clusters Score -1508509 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1508652.125000 Penalty: 3076.597656
	Iteration 19Q: 3 clusters Score -1508652 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1508762.250000 Penalty: 3076.597656
	Iteration 20F: 3 clusters Score -1508762 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1508848.500000 Penalty: 3076.597656
	Iteration 21Q: 3 clusters Score -1508848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1508924.250000 Penalty: 3076.597656
	Iteration 22Q: 3 clusters Score -1508924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1508995.875000 Penalty: 3076.597656
	Iteration 23Q: 3 clusters Score -1508996 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1509060.125000 Penalty: 3076.597656
	Iteration 24Q: 3 clusters Score -1509060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1509115.625000 Penalty: 3076.597656
	Iteration 25Q: 3 clusters Score -1509116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1509155.625000 Penalty: 3076.597656
	Iteration 26Q: 3 clusters Score -1509156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1509185.250000 Penalty: 3076.597656
	Iteration 27Q: 3 clusters Score -1509185 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1509208.875000 Penalty: 3076.597656
	Iteration 28Q: 3 clusters Score -1509209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1509236.250000 Penalty: 3076.597656
	Iteration 29Q: 3 clusters Score -1509236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1509256.750000 Penalty: 3076.597656
	Iteration 30Q: 3 clusters Score -1509257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1509273.125000 Penalty: 3076.597656
	Iteration 31Q: 3 clusters Score -1509273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1509280.375000 Penalty: 3076.597656
	Iteration 32Q: 3 clusters Score -1509280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1509290.000000 Penalty: 3076.597656
	Iteration 33Q: 3 clusters Score -1509290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1509302.250000 Penalty: 3076.597656
	Iteration 34Q: 3 clusters Score -1509302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1509311.750000 Penalty: 3076.597656
	Iteration 35Q: 3 clusters Score -1509312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1509315.500000 Penalty: 3076.597656
	Iteration 36Q: 3 clusters Score -1509316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1509321.000000 Penalty: 3076.597656
	Iteration 37Q: 3 clusters Score -1509321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1509322.875000 Penalty: 3076.597656
	Iteration 38Q: 3 clusters Score -1509323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1509323.000000 Penalty: 3076.597656
	Iteration 39Q: 3 clusters Score -1509323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1509324.625000 Penalty: 3076.597656
	Iteration 40F: 3 clusters Score -1509325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1509325.750000 Penalty: 3076.597656
	Iteration 41Q: 3 clusters Score -1509326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1509327.000000 Penalty: 3076.597656
	Iteration 42Q: 3 clusters Score -1509327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1509328.750000 Penalty: 3076.597656
	Iteration 43Q: 3 clusters Score -1509329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1509328.500000 Penalty: 3076.597656
	Iteration 44Q: 3 clusters Score -1509328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1509330.500000 Penalty: 3076.597656
	Iteration 45Q: 3 clusters Score -1509330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1509332.375000 Penalty: 3076.597656
	Iteration 46Q: 3 clusters Score -1509332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1509335.375000 Penalty: 3076.597656
	Iteration 47Q: 3 clusters Score -1509335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1509341.000000 Penalty: 3076.597656
	Iteration 48Q: 3 clusters Score -1509341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1509342.000000 Penalty: 3076.597656
	Iteration 49Q: 3 clusters Score -1509342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1509347.125000 Penalty: 3076.597656
	Iteration 50Q: 3 clusters Score -1509347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1509351.875000 Penalty: 3076.597656
	Iteration 51Q: 3 clusters Score -1509352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1509356.875000 Penalty: 3076.597656
	Iteration 52Q: 3 clusters Score -1509357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1509360.750000 Penalty: 3076.597656
	Iteration 53Q: 3 clusters Score -1509361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1509365.125000 Penalty: 3076.597656
	Iteration 54Q: 3 clusters Score -1509365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1509369.750000 Penalty: 3076.597656
	Iteration 55Q: 3 clusters Score -1509370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1509369.250000 Penalty: 3076.597656
	Iteration 56Q: 3 clusters Score -1509369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1509371.750000 Penalty: 3076.597656
	Iteration 57Q: 3 clusters Score -1509372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1509372.500000 Penalty: 3076.597656
	Iteration 58Q: 3 clusters Score -1509372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1509372.000000 Penalty: 3076.597656
	Iteration 59Q: 3 clusters Score -1509372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1509374.375000 Penalty: 3076.597656
	Iteration 60F: 3 clusters Score -1509374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1509375.000000 Penalty: 3076.597656
	Iteration 61Q: 3 clusters Score -1509375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1509376.500000 Penalty: 3076.597656
	Iteration 62Q: 3 clusters Score -1509376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1509380.875000 Penalty: 3076.597656
	Iteration 63Q: 3 clusters Score -1509381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1509381.625000 Penalty: 3076.597656
	Iteration 64Q: 3 clusters Score -1509382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1509382.125000 Penalty: 3076.597656
	Iteration 65Q: 3 clusters Score -1509382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1509384.500000 Penalty: 3076.597656
	Iteration 66Q: 3 clusters Score -1509384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1509386.000000 Penalty: 3076.597656
	Iteration 67Q: 3 clusters Score -1509386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1509390.000000 Penalty: 3076.597656
	Iteration 68Q: 3 clusters Score -1509390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1509391.500000 Penalty: 3076.597656
	Iteration 69Q: 3 clusters Score -1509392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1509392.500000 Penalty: 3076.597656
	Iteration 70Q: 3 clusters Score -1509392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1509398.250000 Penalty: 3076.597656
	Iteration 71Q: 3 clusters Score -1509398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1509399.875000 Penalty: 3076.597656
	Iteration 72Q: 3 clusters Score -1509400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1509399.500000 Penalty: 3076.597656
	Iteration 73Q: 3 clusters Score -1509400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1509405.625000 Penalty: 3076.597656
	Iteration 74Q: 3 clusters Score -1509406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1509405.625000 Penalty: 3076.597656
	Iteration 75F: 3 clusters Score -1509406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 6399 members 
Mstep: Class 3 contains 4620 members 
Mstep: Class 4 contains 37237 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 62391 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 74242 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5891 members 
Mstep: Class 11 contains 15759 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 32708 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 3945 members 
Mstep: Class 17 contains 3243 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5061 members 
Mstep: Class 20 contains 101457 members 
Mstep: Class 21 contains 126814 members 
Mstep: Class 22 contains 3574 members 
Mstep: Class 23 contains 104143 members 
Mstep: Class 24 contains 2767 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 105584 members 
Mstep: Class 28 contains 411 members 
Mstep: Class 29 contains 12919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208768.000000 Penalty: 63808.488281
Iteration 119Q: 30 clusters Score -8.620877e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 4606 members 
Mstep: Class 4 contains 37717 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 62314 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 74078 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 15760 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 32735 members 
Mstep: Class 15 contains 3910 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 3240 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5022 members 
Mstep: Class 20 contains 101378 members 
Mstep: Class 21 contains 127017 members 
Mstep: Class 22 contains 3563 members 
Mstep: Class 23 contains 103880 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 105525 members 
Mstep: Class 28 contains 411 members 
Mstep: Class 29 contains 12915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208928.000000 Penalty: 63808.488281
Iteration 120F: 30 clusters Score -8.620893e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 6416 members 
Mstep: Class 3 contains 4594 members 
Mstep: Class 4 contains 38196 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 62258 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 73927 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5862 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32752 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 101285 members 
Mstep: Class 21 contains 127187 members 
Mstep: Class 22 contains 3557 members 
Mstep: Class 23 contains 103593 members 
Mstep: Class 24 contains 2774 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 105459 members 
Mstep: Class 28 contains 411 members 
Mstep: Class 29 contains 12919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209008.000000 Penalty: 63808.488281
Iteration 121Q: 30 clusters Score -8.620901e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 6422 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 38689 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 62217 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 73799 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5870 members 
Mstep: Class 11 contains 15770 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32764 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 3930 members 
Mstep: Class 17 contains 3236 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4987 members 
Mstep: Class 20 contains 101169 members 
Mstep: Class 21 contains 127334 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 103311 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 105381 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209128.000000 Penalty: 63808.488281
Iteration 122Q: 30 clusters Score -8.620913e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 4554 members 
Mstep: Class 4 contains 39144 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 62173 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 73660 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5878 members 
Mstep: Class 11 contains 15769 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32785 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 3926 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 101087 members 
Mstep: Class 21 contains 127495 members 
Mstep: Class 22 contains 3542 members 
Mstep: Class 23 contains 103012 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 105346 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209336.000000 Penalty: 63808.488281
Iteration 123Q: 30 clusters Score -8.620934e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 6428 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 39606 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 62142 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 73520 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5878 members 
Mstep: Class 11 contains 15769 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32804 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 3233 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 100974 members 
Mstep: Class 21 contains 127652 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 102730 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 105308 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209120.000000 Penalty: 63808.488281
Iteration 124Q: 30 clusters Score -8.620912e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 4508 members 
Mstep: Class 4 contains 40063 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 62122 members 
Mstep: Class 7 contains 1364 members 
Mstep: Class 8 contains 73351 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5875 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32815 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4903 members 
Mstep: Class 20 contains 100879 members 
Mstep: Class 21 contains 127810 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 102486 members 
Mstep: Class 24 contains 2798 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 1032 members 
Mstep: Class 27 contains 105259 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209096.000000 Penalty: 63808.488281
Iteration 125Q: 30 clusters Score -8.62091e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 6432 members 
Mstep: Class 3 contains 4492 members 
Mstep: Class 4 contains 40489 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 62104 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 73211 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5868 members 
Mstep: Class 11 contains 15779 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32830 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 3218 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4858 members 
Mstep: Class 20 contains 100796 members 
Mstep: Class 21 contains 127959 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 102259 members 
Mstep: Class 24 contains 2803 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 1034 members 
Mstep: Class 27 contains 105192 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209088.000000 Penalty: 63808.488281
Iteration 126Q: 30 clusters Score -8.620909e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 6435 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 40952 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 62074 members 
Mstep: Class 7 contains 1360 members 
Mstep: Class 8 contains 73101 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5866 members 
Mstep: Class 11 contains 15803 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32844 members 
Mstep: Class 15 contains 3892 members 
Mstep: Class 16 contains 3914 members 
Mstep: Class 17 contains 3214 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4826 members 
Mstep: Class 20 contains 100736 members 
Mstep: Class 21 contains 128067 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 102016 members 
Mstep: Class 24 contains 2806 members 
Mstep: Class 25 contains 8798 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 105094 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208752.000000 Penalty: 63808.488281
Iteration 127Q: 30 clusters Score -8.620875e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 6438 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 41382 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 62053 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 72994 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5863 members 
Mstep: Class 11 contains 15820 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32861 members 
Mstep: Class 15 contains 3893 members 
Mstep: Class 16 contains 3910 members 
Mstep: Class 17 contains 3212 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4798 members 
Mstep: Class 20 contains 100654 members 
Mstep: Class 21 contains 128174 members 
Mstep: Class 22 contains 3521 members 
Mstep: Class 23 contains 101780 members 
Mstep: Class 24 contains 2806 members 
Mstep: Class 25 contains 8795 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 105024 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208728.000000 Penalty: 63808.488281
Iteration 128Q: 30 clusters Score -8.620873e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 6442 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 41832 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 62028 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 72924 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5861 members 
Mstep: Class 11 contains 15823 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32891 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 3207 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4758 members 
Mstep: Class 20 contains 100544 members 
Mstep: Class 21 contains 128286 members 
Mstep: Class 22 contains 3506 members 
Mstep: Class 23 contains 101502 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 8791 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104969 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208448.000000 Penalty: 63808.488281
Iteration 129Q: 30 clusters Score -8.620845e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 3 contains 4390 members 
Mstep: Class 4 contains 42266 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 62020 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 72866 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5859 members 
Mstep: Class 11 contains 15835 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32906 members 
Mstep: Class 15 contains 3912 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 17 contains 3204 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4724 members 
Mstep: Class 20 contains 100466 members 
Mstep: Class 21 contains 128382 members 
Mstep: Class 22 contains 3484 members 
Mstep: Class 23 contains 101202 members 
Mstep: Class 24 contains 2810 members 
Mstep: Class 25 contains 8788 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104921 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208528.000000 Penalty: 63808.488281
Iteration 130Q: 30 clusters Score -8.620853e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 6451 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 42677 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 62019 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 72793 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5858 members 
Mstep: Class 11 contains 15844 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32912 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 16 contains 3896 members 
Mstep: Class 17 contains 3200 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4688 members 
Mstep: Class 20 contains 100406 members 
Mstep: Class 21 contains 128477 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 100933 members 
Mstep: Class 24 contains 2810 members 
Mstep: Class 25 contains 8789 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104866 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208408.000000 Penalty: 63808.488281
Iteration 131Q: 30 clusters Score -8.620841e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 6457 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 4 contains 43031 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 62020 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 72719 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5843 members 
Mstep: Class 11 contains 15847 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32920 members 
Mstep: Class 15 contains 3922 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 3197 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4638 members 
Mstep: Class 20 contains 100382 members 
Mstep: Class 21 contains 128577 members 
Mstep: Class 22 contains 3437 members 
Mstep: Class 23 contains 100698 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 8788 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104826 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208320.000000 Penalty: 63808.488281
Iteration 132Q: 30 clusters Score -8.620832e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 43377 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 62022 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 72658 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5834 members 
Mstep: Class 11 contains 15848 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32935 members 
Mstep: Class 15 contains 3924 members 
Mstep: Class 16 contains 3890 members 
Mstep: Class 17 contains 3195 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4596 members 
Mstep: Class 20 contains 100348 members 
Mstep: Class 21 contains 128651 members 
Mstep: Class 22 contains 3406 members 
Mstep: Class 23 contains 100470 members 
Mstep: Class 24 contains 2812 members 
Mstep: Class 25 contains 8785 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104800 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208640.000000 Penalty: 63808.488281
Iteration 133Q: 30 clusters Score -8.620864e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 6464 members 
Mstep: Class 3 contains 4315 members 
Mstep: Class 4 contains 43705 members 
Mstep: Class 5 contains 3062 members 
Mstep: Class 6 contains 62034 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 72583 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5829 members 
Mstep: Class 11 contains 15844 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32950 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 3890 members 
Mstep: Class 17 contains 3195 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 100335 members 
Mstep: Class 21 contains 128725 members 
Mstep: Class 22 contains 3383 members 
Mstep: Class 23 contains 100228 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 8781 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104762 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208448.000000 Penalty: 63808.488281
Iteration 134Q: 30 clusters Score -8.620845e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 4302 members 
Mstep: Class 4 contains 44017 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 62025 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 72516 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5826 members 
Mstep: Class 11 contains 15858 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32969 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 3189 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 100334 members 
Mstep: Class 21 contains 128788 members 
Mstep: Class 22 contains 3367 members 
Mstep: Class 23 contains 99992 members 
Mstep: Class 24 contains 2817 members 
Mstep: Class 25 contains 8781 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104727 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208624.000000 Penalty: 63808.488281
Iteration 135Q: 30 clusters Score -8.620862e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 44331 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62022 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 72460 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5827 members 
Mstep: Class 11 contains 15871 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 32995 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 3182 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4471 members 
Mstep: Class 20 contains 100345 members 
Mstep: Class 21 contains 128832 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 99761 members 
Mstep: Class 24 contains 2817 members 
Mstep: Class 25 contains 8780 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104693 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208744.000000 Penalty: 63808.488281
Iteration 136Q: 30 clusters Score -8.620874e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 4282 members 
Mstep: Class 4 contains 44631 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 62028 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 72425 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5827 members 
Mstep: Class 11 contains 15873 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33006 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 3886 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4443 members 
Mstep: Class 20 contains 100325 members 
Mstep: Class 21 contains 128844 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 99592 members 
Mstep: Class 24 contains 2817 members 
Mstep: Class 25 contains 8776 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104653 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208680.000000 Penalty: 63808.488281
Iteration 137Q: 30 clusters Score -8.620868e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 6470 members 
Mstep: Class 3 contains 4272 members 
Mstep: Class 4 contains 44914 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 62028 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 72406 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5832 members 
Mstep: Class 11 contains 15877 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33011 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4421 members 
Mstep: Class 20 contains 100302 members 
Mstep: Class 21 contains 128868 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 99417 members 
Mstep: Class 24 contains 2817 members 
Mstep: Class 25 contains 8775 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104612 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 12997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208920.000000 Penalty: 63808.488281
Iteration 138Q: 30 clusters Score -8.620892e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 6470 members 
Mstep: Class 3 contains 4265 members 
Mstep: Class 4 contains 45187 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62041 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 72394 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5837 members 
Mstep: Class 11 contains 15883 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33023 members 
Mstep: Class 15 contains 3928 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4384 members 
Mstep: Class 20 contains 100270 members 
Mstep: Class 21 contains 128894 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 99226 members 
Mstep: Class 24 contains 2817 members 
Mstep: Class 25 contains 8772 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104577 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 13002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209104.000000 Penalty: 63808.488281
Iteration 139Q: 30 clusters Score -8.62091e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 6471 members 
Mstep: Class 3 contains 4260 members 
Mstep: Class 4 contains 45436 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 62070 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 72379 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5837 members 
Mstep: Class 11 contains 15900 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33024 members 
Mstep: Class 15 contains 3926 members 
Mstep: Class 16 contains 3882 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4365 members 
Mstep: Class 20 contains 100249 members 
Mstep: Class 21 contains 128905 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 99020 members 
Mstep: Class 24 contains 2820 members 
Mstep: Class 25 contains 8769 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104554 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 13006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209352.000000 Penalty: 63808.488281
Iteration 140F: 30 clusters Score -8.620935e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 6471 members 
Mstep: Class 3 contains 4257 members 
Mstep: Class 4 contains 45705 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 62082 members 
Mstep: Class 7 contains 1336 members 
Mstep: Class 8 contains 72361 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5841 members 
Mstep: Class 11 contains 15912 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33031 members 
Mstep: Class 15 contains 3924 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4343 members 
Mstep: Class 20 contains 100234 members 
Mstep: Class 21 contains 128903 members 
Mstep: Class 22 contains 3272 members 
Mstep: Class 23 contains 98815 members 
Mstep: Class 24 contains 2825 members 
Mstep: Class 25 contains 8764 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104538 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209224.000000 Penalty: 63808.488281
Iteration 141Q: 30 clusters Score -8.620922e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 6471 members 
Mstep: Class 3 contains 4248 members 
Mstep: Class 4 contains 45946 members 
Mstep: Class 5 contains 3053 members 
Mstep: Class 6 contains 62091 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 72346 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 15925 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33033 members 
Mstep: Class 15 contains 3923 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4326 members 
Mstep: Class 20 contains 100229 members 
Mstep: Class 21 contains 128911 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 98611 members 
Mstep: Class 24 contains 2827 members 
Mstep: Class 25 contains 8764 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104530 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209400.000000 Penalty: 63808.488281
Iteration 142Q: 30 clusters Score -8.62094e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 6472 members 
Mstep: Class 3 contains 4242 members 
Mstep: Class 4 contains 46193 members 
Mstep: Class 5 contains 3054 members 
Mstep: Class 6 contains 62102 members 
Mstep: Class 7 contains 1332 members 
Mstep: Class 8 contains 72325 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5852 members 
Mstep: Class 11 contains 15926 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33034 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 16 contains 3882 members 
Mstep: Class 17 contains 3150 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4307 members 
Mstep: Class 20 contains 100250 members 
Mstep: Class 21 contains 128907 members 
Mstep: Class 22 contains 3253 members 
Mstep: Class 23 contains 98410 members 
Mstep: Class 24 contains 2829 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104512 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209704.000000 Penalty: 63808.488281
Iteration 143Q: 30 clusters Score -8.62097e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 6472 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 4 contains 46433 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 62106 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 72312 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5863 members 
Mstep: Class 11 contains 15927 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33038 members 
Mstep: Class 15 contains 3921 members 
Mstep: Class 16 contains 3882 members 
Mstep: Class 17 contains 3144 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 100245 members 
Mstep: Class 21 contains 128915 members 
Mstep: Class 22 contains 3240 members 
Mstep: Class 23 contains 98231 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104485 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209712.000000 Penalty: 63808.488281
Iteration 144Q: 30 clusters Score -8.620971e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 6472 members 
Mstep: Class 3 contains 4234 members 
Mstep: Class 4 contains 46682 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 62105 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 72303 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 15922 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33036 members 
Mstep: Class 15 contains 3918 members 
Mstep: Class 16 contains 3882 members 
Mstep: Class 17 contains 3138 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 100241 members 
Mstep: Class 21 contains 128926 members 
Mstep: Class 22 contains 3232 members 
Mstep: Class 23 contains 98060 members 
Mstep: Class 24 contains 2832 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104446 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209840.000000 Penalty: 63808.488281
Iteration 145Q: 30 clusters Score -8.620984e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 6473 members 
Mstep: Class 3 contains 4226 members 
Mstep: Class 4 contains 46928 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 62107 members 
Mstep: Class 7 contains 1326 members 
Mstep: Class 8 contains 72283 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 15918 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33048 members 
Mstep: Class 15 contains 3919 members 
Mstep: Class 16 contains 3882 members 
Mstep: Class 17 contains 3135 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4234 members 
Mstep: Class 20 contains 100213 members 
Mstep: Class 21 contains 128937 members 
Mstep: Class 22 contains 3224 members 
Mstep: Class 23 contains 97913 members 
Mstep: Class 24 contains 2833 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104414 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209944.000000 Penalty: 63808.488281
Iteration 146Q: 30 clusters Score -8.620994e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 6476 members 
Mstep: Class 3 contains 4225 members 
Mstep: Class 4 contains 47137 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 62095 members 
Mstep: Class 7 contains 1323 members 
Mstep: Class 8 contains 72265 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 15920 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33056 members 
Mstep: Class 15 contains 3916 members 
Mstep: Class 16 contains 3881 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4216 members 
Mstep: Class 20 contains 100216 members 
Mstep: Class 21 contains 128958 members 
Mstep: Class 22 contains 3220 members 
Mstep: Class 23 contains 97772 members 
Mstep: Class 24 contains 2834 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104386 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210056.000000 Penalty: 63808.488281
Iteration 147Q: 30 clusters Score -8.621006e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 6478 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 47331 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 62094 members 
Mstep: Class 7 contains 1318 members 
Mstep: Class 8 contains 72239 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5864 members 
Mstep: Class 11 contains 15927 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33063 members 
Mstep: Class 15 contains 3915 members 
Mstep: Class 16 contains 3880 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4196 members 
Mstep: Class 20 contains 100217 members 
Mstep: Class 21 contains 128983 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 97629 members 
Mstep: Class 24 contains 2834 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1034 members 
Mstep: Class 27 contains 104374 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210152.000000 Penalty: 63808.488281
Iteration 148Q: 30 clusters Score -8.621015e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 4216 members 
Mstep: Class 4 contains 47549 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 62082 members 
Mstep: Class 7 contains 1311 members 
Mstep: Class 8 contains 72225 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5857 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33071 members 
Mstep: Class 15 contains 3910 members 
Mstep: Class 16 contains 3880 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 100203 members 
Mstep: Class 21 contains 129001 members 
Mstep: Class 22 contains 3208 members 
Mstep: Class 23 contains 97486 members 
Mstep: Class 24 contains 2835 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 104346 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210120.000000 Penalty: 63808.488281
Iteration 149Q: 30 clusters Score -8.621012e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 4213 members 
Mstep: Class 4 contains 47752 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 62067 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 72207 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5858 members 
Mstep: Class 11 contains 15945 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33080 members 
Mstep: Class 15 contains 3911 members 
Mstep: Class 16 contains 3880 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4172 members 
Mstep: Class 20 contains 100202 members 
Mstep: Class 21 contains 129029 members 
Mstep: Class 22 contains 3203 members 
Mstep: Class 23 contains 97324 members 
Mstep: Class 24 contains 2837 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104324 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210080.000000 Penalty: 63808.488281
Iteration 150Q: 30 clusters Score -8.621008e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 4210 members 
Mstep: Class 4 contains 47961 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62053 members 
Mstep: Class 7 contains 1307 members 
Mstep: Class 8 contains 72196 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5858 members 
Mstep: Class 11 contains 15952 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33088 members 
Mstep: Class 15 contains 3915 members 
Mstep: Class 16 contains 3880 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 100184 members 
Mstep: Class 21 contains 129058 members 
Mstep: Class 22 contains 3199 members 
Mstep: Class 23 contains 97156 members 
Mstep: Class 24 contains 2837 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104289 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210144.000000 Penalty: 63808.488281
Iteration 151Q: 30 clusters Score -8.621014e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 4209 members 
Mstep: Class 4 contains 48178 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62047 members 
Mstep: Class 7 contains 1306 members 
Mstep: Class 8 contains 72184 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5859 members 
Mstep: Class 11 contains 15959 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33092 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 100157 members 
Mstep: Class 21 contains 129093 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 96969 members 
Mstep: Class 24 contains 2839 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104269 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210256.000000 Penalty: 63808.488281
Iteration 152Q: 30 clusters Score -8.621026e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 4205 members 
Mstep: Class 4 contains 48407 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62032 members 
Mstep: Class 7 contains 1303 members 
Mstep: Class 8 contains 72172 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5857 members 
Mstep: Class 11 contains 15975 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33095 members 
Mstep: Class 15 contains 3924 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4145 members 
Mstep: Class 20 contains 100130 members 
Mstep: Class 21 contains 129118 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 96788 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104246 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210296.000000 Penalty: 63808.488281
Iteration 153Q: 30 clusters Score -8.62103e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 4201 members 
Mstep: Class 4 contains 48619 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62022 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 72160 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5858 members 
Mstep: Class 11 contains 15979 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33102 members 
Mstep: Class 15 contains 3924 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3092 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 100104 members 
Mstep: Class 21 contains 129152 members 
Mstep: Class 22 contains 3193 members 
Mstep: Class 23 contains 96631 members 
Mstep: Class 24 contains 2841 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104222 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210288.000000 Penalty: 63808.488281
Iteration 154Q: 30 clusters Score -8.621029e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 4199 members 
Mstep: Class 4 contains 48837 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62020 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 72152 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5852 members 
Mstep: Class 11 contains 15979 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33114 members 
Mstep: Class 15 contains 3921 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4099 members 
Mstep: Class 20 contains 100068 members 
Mstep: Class 21 contains 129195 members 
Mstep: Class 22 contains 3192 members 
Mstep: Class 23 contains 96459 members 
Mstep: Class 24 contains 2842 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104212 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210344.000000 Penalty: 63808.488281
Iteration 155Q: 30 clusters Score -8.621034e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 49051 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62009 members 
Mstep: Class 7 contains 1295 members 
Mstep: Class 8 contains 72141 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5846 members 
Mstep: Class 11 contains 15975 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33123 members 
Mstep: Class 15 contains 3922 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 100058 members 
Mstep: Class 21 contains 129219 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 96279 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104206 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210480.000000 Penalty: 63808.488281
Iteration 156Q: 30 clusters Score -8.621048e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 49244 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62005 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 72134 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 15975 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33129 members 
Mstep: Class 15 contains 3923 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 100033 members 
Mstep: Class 21 contains 129240 members 
Mstep: Class 22 contains 3190 members 
Mstep: Class 23 contains 96094 members 
Mstep: Class 24 contains 2842 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104218 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210368.000000 Penalty: 63808.488281
Iteration 157Q: 30 clusters Score -8.621037e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 49448 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62000 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 72137 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5842 members 
Mstep: Class 11 contains 15970 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33137 members 
Mstep: Class 15 contains 3924 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4043 members 
Mstep: Class 20 contains 100010 members 
Mstep: Class 21 contains 129249 members 
Mstep: Class 22 contains 3190 members 
Mstep: Class 23 contains 95930 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104210 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210408.000000 Penalty: 63808.488281
Iteration 158Q: 30 clusters Score -8.621041e+07 nChanged 534
Entering ConstructFrom: 
Score: -86210408.000000 Penalty: 63808.488281
Entering ConstructFrom: 
Trying to split cluster 1 (29029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Entering Unmasked Estep 
Score: -3248151.000000 Penalty: 1669.858276
	Iteration 0F: 2 clusters Score -3248151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3228616.250000 Penalty: 3339.716553
	Iteration 0F: 3 clusters Score -3228616 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3235849.250000 Penalty: 3339.716553
	Iteration 1F: 3 clusters Score -3235849 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3236223.750000 Penalty: 3339.716553
	Iteration 2Q: 3 clusters Score -3236224 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3236610.500000 Penalty: 3339.716553
	Iteration 3Q: 3 clusters Score -3236610 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3236972.500000 Penalty: 3339.716553
	Iteration 4Q: 3 clusters Score -3236972 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3237284.750000 Penalty: 3339.716553
	Iteration 5Q: 3 clusters Score -3237285 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3237598.250000 Penalty: 3339.716553
	Iteration 6Q: 3 clusters Score -3237598 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3237952.000000 Penalty: 3339.716553
	Iteration 7Q: 3 clusters Score -3237952 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3238318.750000 Penalty: 3339.716553
	Iteration 8Q: 3 clusters Score -3238319 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3238752.250000 Penalty: 3339.716553
	Iteration 9Q: 3 clusters Score -3238752 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3239332.250000 Penalty: 3339.716553
	Iteration 10Q: 3 clusters Score -3239332 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3240112.250000 Penalty: 3339.716553
	Iteration 11Q: 3 clusters Score -3240112 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3240994.000000 Penalty: 3339.716553
	Iteration 12Q: 3 clusters Score -3240994 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3241838.000000 Penalty: 3339.716553
	Iteration 13Q: 3 clusters Score -3241838 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3242406.000000 Penalty: 3339.716553
	Iteration 14Q: 3 clusters Score -3242406 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3242744.250000 Penalty: 3339.716553
	Iteration 15Q: 3 clusters Score -3242744 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3242944.750000 Penalty: 3339.716553
	Iteration 16Q: 3 clusters Score -3242945 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3243105.500000 Penalty: 3339.716553
	Iteration 17Q: 3 clusters Score -3243106 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3243218.750000 Penalty: 3339.716553
	Iteration 18Q: 3 clusters Score -3243219 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3243307.000000 Penalty: 3339.716553
	Iteration 19Q: 3 clusters Score -3243307 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3243402.750000 Penalty: 3339.716553
	Iteration 20F: 3 clusters Score -3243403 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3243508.000000 Penalty: 3339.716553
	Iteration 21Q: 3 clusters Score -3243508 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3243603.250000 Penalty: 3339.716553
	Iteration 22Q: 3 clusters Score -3243603 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3243703.500000 Penalty: 3339.716553
	Iteration 23Q: 3 clusters Score -3243704 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3243829.000000 Penalty: 3339.716553
	Iteration 24Q: 3 clusters Score -3243829 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3243947.750000 Penalty: 3339.716553
	Iteration 25Q: 3 clusters Score -3243948 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3244085.000000 Penalty: 3339.716553
	Iteration 26Q: 3 clusters Score -3244085 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3244230.750000 Penalty: 3339.716553
	Iteration 27Q: 3 clusters Score -3244231 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3244426.750000 Penalty: 3339.716553
	Iteration 28Q: 3 clusters Score -3244427 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3244682.500000 Penalty: 3339.716553
	Iteration 29Q: 3 clusters Score -3244682 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -3245002.750000 Penalty: 3339.716553
	Iteration 30Q: 3 clusters Score -3245003 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -3245383.250000 Penalty: 3339.716553
	Iteration 31Q: 3 clusters Score -3245383 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3245723.250000 Penalty: 3339.716553
	Iteration 32Q: 3 clusters Score -3245723 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3246040.250000 Penalty: 3339.716553
	Iteration 33Q: 3 clusters Score -3246040 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3246243.000000 Penalty: 3339.716553
	Iteration 34Q: 3 clusters Score -3246243 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3246405.750000 Penalty: 3339.716553
	Iteration 35Q: 3 clusters Score -3246406 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3246503.000000 Penalty: 3339.716553
	Iteration 36Q: 3 clusters Score -3246503 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3246583.500000 Penalty: 3339.716553
	Iteration 37Q: 3 clusters Score -3246584 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3246653.250000 Penalty: 3339.716553
	Iteration 38Q: 3 clusters Score -3246653 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3246688.250000 Penalty: 3339.716553
	Iteration 39Q: 3 clusters Score -3246688 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3246742.000000 Penalty: 3339.716553
	Iteration 40F: 3 clusters Score -3246742 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3246784.750000 Penalty: 3339.716553
	Iteration 41Q: 3 clusters Score -3246785 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3246833.750000 Penalty: 3339.716553
	Iteration 42Q: 3 clusters Score -3246834 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3246854.750000 Penalty: 3339.716553
	Iteration 43Q: 3 clusters Score -3246855 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3246878.750000 Penalty: 3339.716553
	Iteration 44Q: 3 clusters Score -3246879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3246897.000000 Penalty: 3339.716553
	Iteration 45Q: 3 clusters Score -3246897 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3246920.250000 Penalty: 3339.716553
	Iteration 46Q: 3 clusters Score -3246920 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3246934.500000 Penalty: 3339.716553
	Iteration 47Q: 3 clusters Score -3246934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3246949.500000 Penalty: 3339.716553
	Iteration 48Q: 3 clusters Score -3246950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3246958.000000 Penalty: 3339.716553
	Iteration 49Q: 3 clusters Score -3246958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3246974.750000 Penalty: 3339.716553
	Iteration 50Q: 3 clusters Score -3246975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3246983.500000 Penalty: 3339.716553
	Iteration 51Q: 3 clusters Score -3246984 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3246995.250000 Penalty: 3339.716553
	Iteration 52Q: 3 clusters Score -3246995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3246997.750000 Penalty: 3339.716553
	Iteration 53Q: 3 clusters Score -3246998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3247006.500000 Penalty: 3339.716553
	Iteration 54Q: 3 clusters Score -3247006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3247009.750000 Penalty: 3339.716553
	Iteration 55Q: 3 clusters Score -3247010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3247018.750000 Penalty: 3339.716553
	Iteration 56Q: 3 clusters Score -3247019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3247021.250000 Penalty: 3339.716553
	Iteration 57Q: 3 clusters Score -3247021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3247028.250000 Penalty: 3339.716553
	Iteration 58Q: 3 clusters Score -3247028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3247026.750000 Penalty: 3339.716553
	Iteration 59Q: 3 clusters Score -3247027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3247025.000000 Penalty: 3339.716553
	Iteration 60F: 3 clusters Score -3247025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3247031.750000 Penalty: 3339.716553
	Iteration 61Q: 3 clusters Score -3247032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3247029.500000 Penalty: 3339.716553
	Iteration 62Q: 3 clusters Score -3247030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3247037.500000 Penalty: 3339.716553
	Iteration 63Q: 3 clusters Score -3247038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3247033.750000 Penalty: 3339.716553
	Iteration 64Q: 3 clusters Score -3247034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3247036.250000 Penalty: 3339.716553
	Iteration 65Q: 3 clusters Score -3247036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3247033.250000 Penalty: 3339.716553
	Iteration 66Q: 3 clusters Score -3247033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3247039.000000 Penalty: 3339.716553
	Iteration 67Q: 3 clusters Score -3247039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3247037.000000 Penalty: 3339.716553
	Iteration 68Q: 3 clusters Score -3247037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3247033.500000 Penalty: 3339.716553
	Iteration 69Q: 3 clusters Score -3247034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3247035.500000 Penalty: 3339.716553
	Iteration 70Q: 3 clusters Score -3247036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3247040.000000 Penalty: 3339.716553
	Iteration 71Q: 3 clusters Score -3247040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3247039.000000 Penalty: 3339.716553
	Iteration 72Q: 3 clusters Score -3247039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3247037.250000 Penalty: 3339.716553
	Iteration 73Q: 3 clusters Score -3247037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3247041.500000 Penalty: 3339.716553
	Iteration 74Q: 3 clusters Score -3247042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3247042.750000 Penalty: 3339.716553
	Iteration 75Q: 3 clusters Score -3247043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3247046.750000 Penalty: 3339.716553
	Iteration 76Q: 3 clusters Score -3247047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3247038.250000 Penalty: 3339.716553
	Iteration 77Q: 3 clusters Score -3247038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3247042.500000 Penalty: 3339.716553
	Iteration 78Q: 3 clusters Score -3247042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3247043.500000 Penalty: 3339.716553
	Iteration 79Q: 3 clusters Score -3247044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3247044.250000 Penalty: 3339.716553
	Iteration 80F: 3 clusters Score -3247044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3247046.250000 Penalty: 3339.716553
	Iteration 81Q: 3 clusters Score -3247046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3247048.000000 Penalty: 3339.716553
	Iteration 82Q: 3 clusters Score -3247048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3247045.000000 Penalty: 3339.716553
	Iteration 83Q: 3 clusters Score -3247045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3247047.500000 Penalty: 3339.716553
	Iteration 84Q: 3 clusters Score -3247048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3247048.250000 Penalty: 3339.716553
	Iteration 85Q: 3 clusters Score -3247048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3247052.000000 Penalty: 3339.716553
	Iteration 86Q: 3 clusters Score -3247052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3247051.000000 Penalty: 3339.716553
	Iteration 87Q: 3 clusters Score -3247051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3247051.500000 Penalty: 3339.716553
	Iteration 88Q: 3 clusters Score -3247052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3247044.250000 Penalty: 3339.716553
	Iteration 89Q: 3 clusters Score -3247044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3247049.000000 Penalty: 3339.716553
	Iteration 90Q: 3 clusters Score -3247049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3247051.250000 Penalty: 3339.716553
	Iteration 91Q: 3 clusters Score -3247051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3247048.000000 Penalty: 3339.716553
	Iteration 92Q: 3 clusters Score -3247048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3247051.000000 Penalty: 3339.716553
	Iteration 93Q: 3 clusters Score -3247051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3247050.750000 Penalty: 3339.716553
	Iteration 94Q: 3 clusters Score -3247051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3247052.500000 Penalty: 3339.716553
	Iteration 95Q: 3 clusters Score -3247052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3247055.750000 Penalty: 3339.716553
	Iteration 96Q: 3 clusters Score -3247056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3247056.000000 Penalty: 3339.716553
	Iteration 97Q: 3 clusters Score -3247056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3247054.500000 Penalty: 3339.716553
	Iteration 98Q: 3 clusters Score -3247054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3247053.750000 Penalty: 3339.716553
	Iteration 99Q: 3 clusters Score -3247054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3247053.750000 Penalty: 3339.716553
	Iteration 100F: 3 clusters Score -3247054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Entering Unmasked Estep 
Score: -691779.375000 Penalty: 1426.352783
	Iteration 0F: 2 clusters Score -691779.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -686850.687500 Penalty: 2852.705566
	Iteration 0F: 3 clusters Score -686850.7 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -688318.125000 Penalty: 2852.705566
	Iteration 1F: 3 clusters Score -688318.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -688512.437500 Penalty: 2852.705566
	Iteration 2F: 3 clusters Score -688512.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -688691.125000 Penalty: 2852.705566
	Iteration 3F: 3 clusters Score -688691.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -688846.500000 Penalty: 2852.705566
	Iteration 4Q: 3 clusters Score -688846.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -688992.500000 Penalty: 2852.705566
	Iteration 5Q: 3 clusters Score -688992.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -689132.875000 Penalty: 2852.705566
	Iteration 6Q: 3 clusters Score -689132.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -689306.500000 Penalty: 2852.705566
	Iteration 7Q: 3 clusters Score -689306.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -689575.875000 Penalty: 2852.705566
	Iteration 8F: 3 clusters Score -689575.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -689927.687500 Penalty: 2852.705566
	Iteration 9F: 3 clusters Score -689927.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -690304.937500 Penalty: 2852.705566
	Iteration 10F: 3 clusters Score -690304.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -690613.750000 Penalty: 2852.705566
	Iteration 11F: 3 clusters Score -690613.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -690815.750000 Penalty: 2852.705566
	Iteration 12Q: 3 clusters Score -690815.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -690924.937500 Penalty: 2852.705566
	Iteration 13Q: 3 clusters Score -690924.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -690999.625000 Penalty: 2852.705566
	Iteration 14Q: 3 clusters Score -690999.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -691045.000000 Penalty: 2852.705566
	Iteration 15Q: 3 clusters Score -691045 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -691078.125000 Penalty: 2852.705566
	Iteration 16Q: 3 clusters Score -691078.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -691103.562500 Penalty: 2852.705566
	Iteration 17Q: 3 clusters Score -691103.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -691115.625000 Penalty: 2852.705566
	Iteration 18Q: 3 clusters Score -691115.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -691122.687500 Penalty: 2852.705566
	Iteration 19Q: 3 clusters Score -691122.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -691130.125000 Penalty: 2852.705566
	Iteration 20F: 3 clusters Score -691130.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -691135.875000 Penalty: 2852.705566
	Iteration 21Q: 3 clusters Score -691135.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -691139.750000 Penalty: 2852.705566
	Iteration 22Q: 3 clusters Score -691139.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -691142.125000 Penalty: 2852.705566
	Iteration 23Q: 3 clusters Score -691142.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -691147.375000 Penalty: 2852.705566
	Iteration 24Q: 3 clusters Score -691147.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -691150.625000 Penalty: 2852.705566
	Iteration 25Q: 3 clusters Score -691150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -691151.937500 Penalty: 2852.705566
	Iteration 26Q: 3 clusters Score -691151.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -691154.312500 Penalty: 2852.705566
	Iteration 27Q: 3 clusters Score -691154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -691155.187500 Penalty: 2852.705566
	Iteration 28Q: 3 clusters Score -691155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -691157.437500 Penalty: 2852.705566
	Iteration 29Q: 3 clusters Score -691157.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -691162.250000 Penalty: 2852.705566
	Iteration 30Q: 3 clusters Score -691162.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -691165.000000 Penalty: 2852.705566
	Iteration 31Q: 3 clusters Score -691165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -691166.187500 Penalty: 2852.705566
	Iteration 32Q: 3 clusters Score -691166.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -691167.000000 Penalty: 2852.705566
	Iteration 33Q: 3 clusters Score -691167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -691170.187500 Penalty: 2852.705566
	Iteration 34Q: 3 clusters Score -691170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -691169.812500 Penalty: 2852.705566
	Iteration 35Q: 3 clusters Score -691169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -691170.500000 Penalty: 2852.705566
	Iteration 36Q: 3 clusters Score -691170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -691172.000000 Penalty: 2852.705566
	Iteration 37Q: 3 clusters Score -691172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -691172.750000 Penalty: 2852.705566
	Iteration 38Q: 3 clusters Score -691172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -691174.437500 Penalty: 2852.705566
	Iteration 39Q: 3 clusters Score -691174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -691174.250000 Penalty: 2852.705566
	Iteration 40F: 3 clusters Score -691174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -691175.500000 Penalty: 2852.705566
	Iteration 41Q: 3 clusters Score -691175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -691175.812500 Penalty: 2852.705566
	Iteration 42Q: 3 clusters Score -691175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -691175.812500 Penalty: 2852.705566
	Iteration 43F: 3 clusters Score -691175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Entering Unmasked Estep 
Score: -492086.968750 Penalty: 1355.595337
	Iteration 0F: 2 clusters Score -492087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -488542.656250 Penalty: 2711.190674
	Iteration 0F: 3 clusters Score -488542.7 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -489443.531250 Penalty: 2711.190674
	Iteration 1F: 3 clusters Score -489443.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -489633.062500 Penalty: 2711.190674
	Iteration 2F: 3 clusters Score -489633.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -489749.406250 Penalty: 2711.190674
	Iteration 3F: 3 clusters Score -489749.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -489830.343750 Penalty: 2711.190674
	Iteration 4Q: 3 clusters Score -489830.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -489898.125000 Penalty: 2711.190674
	Iteration 5Q: 3 clusters Score -489898.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -489953.968750 Penalty: 2711.190674
	Iteration 6Q: 3 clusters Score -489954 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -490008.875000 Penalty: 2711.190674
	Iteration 7Q: 3 clusters Score -490008.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -490055.843750 Penalty: 2711.190674
	Iteration 8Q: 3 clusters Score -490055.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -490116.187500 Penalty: 2711.190674
	Iteration 9Q: 3 clusters Score -490116.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -490186.781250 Penalty: 2711.190674
	Iteration 10Q: 3 clusters Score -490186.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -490250.687500 Penalty: 2711.190674
	Iteration 11Q: 3 clusters Score -490250.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -490321.562500 Penalty: 2711.190674
	Iteration 12Q: 3 clusters Score -490321.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -490401.406250 Penalty: 2711.190674
	Iteration 13Q: 3 clusters Score -490401.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -490477.250000 Penalty: 2711.190674
	Iteration 14Q: 3 clusters Score -490477.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -490552.687500 Penalty: 2711.190674
	Iteration 15Q: 3 clusters Score -490552.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -490618.031250 Penalty: 2711.190674
	Iteration 16Q: 3 clusters Score -490618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -490664.031250 Penalty: 2711.190674
	Iteration 17Q: 3 clusters Score -490664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -490704.937500 Penalty: 2711.190674
	Iteration 18Q: 3 clusters Score -490704.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -490740.781250 Penalty: 2711.190674
	Iteration 19Q: 3 clusters Score -490740.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -490769.093750 Penalty: 2711.190674
	Iteration 20F: 3 clusters Score -490769.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -490784.468750 Penalty: 2711.190674
	Iteration 21Q: 3 clusters Score -490784.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -490799.593750 Penalty: 2711.190674
	Iteration 22Q: 3 clusters Score -490799.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -490812.437500 Penalty: 2711.190674
	Iteration 23Q: 3 clusters Score -490812.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -490822.156250 Penalty: 2711.190674
	Iteration 24Q: 3 clusters Score -490822.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -490829.250000 Penalty: 2711.190674
	Iteration 25Q: 3 clusters Score -490829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -490833.937500 Penalty: 2711.190674
	Iteration 26Q: 3 clusters Score -490833.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -490837.125000 Penalty: 2711.190674
	Iteration 27Q: 3 clusters Score -490837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -490837.093750 Penalty: 2711.190674
	Iteration 28Q: 3 clusters Score -490837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -490837.906250 Penalty: 2711.190674
	Iteration 29Q: 3 clusters Score -490837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -490837.906250 Penalty: 2711.190674
	Iteration 30F: 3 clusters Score -490837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Entering Unmasked Estep 
Score: -5885280.000000 Penalty: 1757.082275
	Iteration 0F: 2 clusters Score -5885280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -5852001.000000 Penalty: 3514.164551
	Iteration 0F: 3 clusters Score -5852001 nChanged 23266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -5865471.000000 Penalty: 3514.164551
	Iteration 1F: 3 clusters Score -5865471 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -5866251.000000 Penalty: 3514.164551
	Iteration 2Q: 3 clusters Score -5866251 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -5867284.000000 Penalty: 3514.164551
	Iteration 3Q: 3 clusters Score -5867284 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -5868863.500000 Penalty: 3514.164551
	Iteration 4F: 3 clusters Score -5868864 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -5871230.500000 Penalty: 3514.164551
	Iteration 5F: 3 clusters Score -5871230 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -5874308.500000 Penalty: 3514.164551
	Iteration 6F: 3 clusters Score -5874308 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -5877640.500000 Penalty: 3514.164551
	Iteration 7F: 3 clusters Score -5877640 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -5880459.500000 Penalty: 3514.164551
	Iteration 8F: 3 clusters Score -5880460 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -5882208.500000 Penalty: 3514.164551
	Iteration 9Q: 3 clusters Score -5882208 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -5883073.000000 Penalty: 3514.164551
	Iteration 10Q: 3 clusters Score -5883073 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -5883440.000000 Penalty: 3514.164551
	Iteration 11Q: 3 clusters Score -5883440 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -5883574.500000 Penalty: 3514.164551
	Iteration 12Q: 3 clusters Score -5883574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -5883648.500000 Penalty: 3514.164551
	Iteration 13Q: 3 clusters Score -5883648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -5883677.500000 Penalty: 3514.164551
	Iteration 14Q: 3 clusters Score -5883678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -5883696.000000 Penalty: 3514.164551
	Iteration 15Q: 3 clusters Score -5883696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -5883703.000000 Penalty: 3514.164551
	Iteration 16Q: 3 clusters Score -5883703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -5883713.000000 Penalty: 3514.164551
	Iteration 17Q: 3 clusters Score -5883713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -5883725.000000 Penalty: 3514.164551
	Iteration 18Q: 3 clusters Score -5883725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -5883723.500000 Penalty: 3514.164551
	Iteration 19Q: 3 clusters Score -5883724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -5883726.000000 Penalty: 3514.164551
	Iteration 20F: 3 clusters Score -5883726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -5883729.500000 Penalty: 3514.164551
	Iteration 21Q: 3 clusters Score -5883730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -5883733.000000 Penalty: 3514.164551
	Iteration 22Q: 3 clusters Score -5883733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -5883735.000000 Penalty: 3514.164551
	Iteration 23Q: 3 clusters Score -5883735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -5883732.000000 Penalty: 3514.164551
	Iteration 24Q: 3 clusters Score -5883732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -5883738.500000 Penalty: 3514.164551
	Iteration 25Q: 3 clusters Score -5883738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -5883743.000000 Penalty: 3514.164551
	Iteration 26Q: 3 clusters Score -5883743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -5883751.000000 Penalty: 3514.164551
	Iteration 27Q: 3 clusters Score -5883751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -5883751.000000 Penalty: 3514.164551
	Iteration 28F: 3 clusters Score -5883751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -338452.312500 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -338452.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -335716.843750 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -335716.8 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -336364.281250 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -336364.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -336502.781250 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -336502.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -336582.312500 Penalty: 2608.399170
	Iteration 3Q: 3 clusters Score -336582.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -336637.250000 Penalty: 2608.399170
	Iteration 4Q: 3 clusters Score -336637.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -336696.187500 Penalty: 2608.399170
	Iteration 5Q: 3 clusters Score -336696.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -336750.343750 Penalty: 2608.399170
	Iteration 6Q: 3 clusters Score -336750.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -336793.531250 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -336793.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -336834.125000 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -336834.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -336877.312500 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -336877.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -336916.531250 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -336916.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -336968.687500 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -336968.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -337031.250000 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -337031.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -337098.187500 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -337098.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -337146.593750 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -337146.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -337190.906250 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -337190.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -337230.906250 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -337230.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -337262.750000 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -337262.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -337289.000000 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -337289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -337310.468750 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -337310.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -337326.125000 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -337326.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -337338.250000 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -337338.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -337346.468750 Penalty: 2608.399170
	Iteration 22Q: 3 clusters Score -337346.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -337354.187500 Penalty: 2608.399170
	Iteration 23Q: 3 clusters Score -337354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -337360.343750 Penalty: 2608.399170
	Iteration 24Q: 3 clusters Score -337360.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -337364.875000 Penalty: 2608.399170
	Iteration 25Q: 3 clusters Score -337364.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -337366.656250 Penalty: 2608.399170
	Iteration 26Q: 3 clusters Score -337366.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -337366.656250 Penalty: 2608.399170
	Iteration 27F: 3 clusters Score -337366.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Entering Unmasked Estep 
Score: -7225972.500000 Penalty: 1793.169556
	Iteration 0F: 2 clusters Score -7225972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -7184542.000000 Penalty: 3586.339111
	Iteration 0F: 3 clusters Score -7184542 nChanged 29359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -7201664.500000 Penalty: 3586.339111
	Iteration 1F: 3 clusters Score -7201664 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -7202697.000000 Penalty: 3586.339111
	Iteration 2Q: 3 clusters Score -7202697 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -7204442.000000 Penalty: 3586.339111
	Iteration 3F: 3 clusters Score -7204442 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -7207192.500000 Penalty: 3586.339111
	Iteration 4F: 3 clusters Score -7207192 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -7210878.000000 Penalty: 3586.339111
	Iteration 5F: 3 clusters Score -7210878 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -7215007.500000 Penalty: 3586.339111
	Iteration 6F: 3 clusters Score -7215008 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -7218619.500000 Penalty: 3586.339111
	Iteration 7F: 3 clusters Score -7218620 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -7220801.500000 Penalty: 3586.339111
	Iteration 8Q: 3 clusters Score -7220802 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -7221849.500000 Penalty: 3586.339111
	Iteration 9Q: 3 clusters Score -7221850 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -7222435.500000 Penalty: 3586.339111
	Iteration 10Q: 3 clusters Score -7222436 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -7222872.500000 Penalty: 3586.339111
	Iteration 11Q: 3 clusters Score -7222872 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -7223197.000000 Penalty: 3586.339111
	Iteration 12Q: 3 clusters Score -7223197 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -7223419.500000 Penalty: 3586.339111
	Iteration 13Q: 3 clusters Score -7223420 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -7223550.000000 Penalty: 3586.339111
	Iteration 14Q: 3 clusters Score -7223550 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -7223660.500000 Penalty: 3586.339111
	Iteration 15Q: 3 clusters Score -7223660 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -7223761.000000 Penalty: 3586.339111
	Iteration 16Q: 3 clusters Score -7223761 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -7223881.500000 Penalty: 3586.339111
	Iteration 17Q: 3 clusters Score -7223882 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -7223985.000000 Penalty: 3586.339111
	Iteration 18Q: 3 clusters Score -7223985 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -7224067.500000 Penalty: 3586.339111
	Iteration 19Q: 3 clusters Score -7224068 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -7224129.500000 Penalty: 3586.339111
	Iteration 20F: 3 clusters Score -7224130 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -7224169.500000 Penalty: 3586.339111
	Iteration 21Q: 3 clusters Score -7224170 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -7224228.500000 Penalty: 3586.339111
	Iteration 22Q: 3 clusters Score -7224228 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7224265.500000 Penalty: 3586.339111
	Iteration 23Q: 3 clusters Score -7224266 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7224298.500000 Penalty: 3586.339111
	Iteration 24Q: 3 clusters Score -7224298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7224300.500000 Penalty: 3586.339111
	Iteration 25Q: 3 clusters Score -7224300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7224323.500000 Penalty: 3586.339111
	Iteration 26Q: 3 clusters Score -7224324 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7224345.500000 Penalty: 3586.339111
	Iteration 27Q: 3 clusters Score -7224346 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7224380.500000 Penalty: 3586.339111
	Iteration 28Q: 3 clusters Score -7224380 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -7224401.000000 Penalty: 3586.339111
	Iteration 29Q: 3 clusters Score -7224401 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7224436.500000 Penalty: 3586.339111
	Iteration 30Q: 3 clusters Score -7224436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7224455.000000 Penalty: 3586.339111
	Iteration 31Q: 3 clusters Score -7224455 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7224473.000000 Penalty: 3586.339111
	Iteration 32Q: 3 clusters Score -7224473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7224477.000000 Penalty: 3586.339111
	Iteration 33Q: 3 clusters Score -7224477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7224479.000000 Penalty: 3586.339111
	Iteration 34Q: 3 clusters Score -7224479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7224507.000000 Penalty: 3586.339111
	Iteration 35Q: 3 clusters Score -7224507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7224516.000000 Penalty: 3586.339111
	Iteration 36Q: 3 clusters Score -7224516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7224521.500000 Penalty: 3586.339111
	Iteration 37Q: 3 clusters Score -7224522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7224536.000000 Penalty: 3586.339111
	Iteration 38Q: 3 clusters Score -7224536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7224537.500000 Penalty: 3586.339111
	Iteration 39Q: 3 clusters Score -7224538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7224542.000000 Penalty: 3586.339111
	Iteration 40F: 3 clusters Score -7224542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7224561.500000 Penalty: 3586.339111
	Iteration 41Q: 3 clusters Score -7224562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7224566.500000 Penalty: 3586.339111
	Iteration 42Q: 3 clusters Score -7224566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7224573.000000 Penalty: 3586.339111
	Iteration 43Q: 3 clusters Score -7224573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7224575.000000 Penalty: 3586.339111
	Iteration 44Q: 3 clusters Score -7224575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7224589.000000 Penalty: 3586.339111
	Iteration 45Q: 3 clusters Score -7224589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7224603.000000 Penalty: 3586.339111
	Iteration 46Q: 3 clusters Score -7224603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7224608.000000 Penalty: 3586.339111
	Iteration 47Q: 3 clusters Score -7224608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7224610.000000 Penalty: 3586.339111
	Iteration 48Q: 3 clusters Score -7224610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7224623.000000 Penalty: 3586.339111
	Iteration 49Q: 3 clusters Score -7224623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7224627.500000 Penalty: 3586.339111
	Iteration 50Q: 3 clusters Score -7224628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7224634.500000 Penalty: 3586.339111
	Iteration 51Q: 3 clusters Score -7224634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7224644.500000 Penalty: 3586.339111
	Iteration 52Q: 3 clusters Score -7224644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7224646.000000 Penalty: 3586.339111
	Iteration 53Q: 3 clusters Score -7224646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7224655.500000 Penalty: 3586.339111
	Iteration 54Q: 3 clusters Score -7224656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7224673.000000 Penalty: 3586.339111
	Iteration 55Q: 3 clusters Score -7224673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7224673.500000 Penalty: 3586.339111
	Iteration 56Q: 3 clusters Score -7224674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7224680.500000 Penalty: 3586.339111
	Iteration 57Q: 3 clusters Score -7224680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7224681.000000 Penalty: 3586.339111
	Iteration 58Q: 3 clusters Score -7224681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7224685.500000 Penalty: 3586.339111
	Iteration 59Q: 3 clusters Score -7224686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7224676.500000 Penalty: 3586.339111
	Iteration 60F: 3 clusters Score -7224676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7224682.000000 Penalty: 3586.339111
	Iteration 61Q: 3 clusters Score -7224682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7224691.500000 Penalty: 3586.339111
	Iteration 62Q: 3 clusters Score -7224692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7224687.500000 Penalty: 3586.339111
	Iteration 63Q: 3 clusters Score -7224688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7224699.000000 Penalty: 3586.339111
	Iteration 64Q: 3 clusters Score -7224699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7224704.000000 Penalty: 3586.339111
	Iteration 65Q: 3 clusters Score -7224704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7224702.500000 Penalty: 3586.339111
	Iteration 66Q: 3 clusters Score -7224702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7224708.000000 Penalty: 3586.339111
	Iteration 67Q: 3 clusters Score -7224708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7224708.000000 Penalty: 3586.339111
	Iteration 68F: 3 clusters Score -7224708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -148797.125000 Penalty: 1164.392700
	Iteration 0F: 2 clusters Score -148797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -147169.281250 Penalty: 2328.785400
	Iteration 0F: 3 clusters Score -147169.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -147508.359375 Penalty: 2328.785400
	Iteration 1F: 3 clusters Score -147508.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147578.796875 Penalty: 2328.785400
	Iteration 2F: 3 clusters Score -147578.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -147625.484375 Penalty: 2328.785400
	Iteration 3Q: 3 clusters Score -147625.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -147644.796875 Penalty: 2328.785400
	Iteration 4Q: 3 clusters Score -147644.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -147654.437500 Penalty: 2328.785400
	Iteration 5Q: 3 clusters Score -147654.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -147659.109375 Penalty: 2328.785400
	Iteration 6Q: 3 clusters Score -147659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -147661.781250 Penalty: 2328.785400
	Iteration 7Q: 3 clusters Score -147661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -147663.875000 Penalty: 2328.785400
	Iteration 8Q: 3 clusters Score -147663.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -147667.031250 Penalty: 2328.785400
	Iteration 9Q: 3 clusters Score -147667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -147668.765625 Penalty: 2328.785400
	Iteration 10Q: 3 clusters Score -147668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -147669.437500 Penalty: 2328.785400
	Iteration 11Q: 3 clusters Score -147669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -147671.453125 Penalty: 2328.785400
	Iteration 12Q: 3 clusters Score -147671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -147673.296875 Penalty: 2328.785400
	Iteration 13Q: 3 clusters Score -147673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -147673.921875 Penalty: 2328.785400
	Iteration 14Q: 3 clusters Score -147673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -147673.921875 Penalty: 2328.785400
	Iteration 15F: 3 clusters Score -147673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Entering Unmasked Estep 
Score: -8356276.000000 Penalty: 1817.752563
	Iteration 0F: 2 clusters Score -8356276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -8308159.000000 Penalty: 3635.505127
	Iteration 0F: 3 clusters Score -8308159 nChanged 34280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -8327545.500000 Penalty: 3635.505127
	Iteration 1F: 3 clusters Score -8327546 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -8328173.500000 Penalty: 3635.505127
	Iteration 2Q: 3 clusters Score -8328174 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -8328894.000000 Penalty: 3635.505127
	Iteration 3Q: 3 clusters Score -8328894 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -8329832.500000 Penalty: 3635.505127
	Iteration 4Q: 3 clusters Score -8329832 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -8331090.500000 Penalty: 3635.505127
	Iteration 5Q: 3 clusters Score -8331090 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -8332840.000000 Penalty: 3635.505127
	Iteration 6Q: 3 clusters Score -8332840 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -8335544.500000 Penalty: 3635.505127
	Iteration 7F: 3 clusters Score -8335544 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -8339421.000000 Penalty: 3635.505127
	Iteration 8F: 3 clusters Score -8339421 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -8344138.500000 Penalty: 3635.505127
	Iteration 9F: 3 clusters Score -8344138 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -8348484.000000 Penalty: 3635.505127
	Iteration 10F: 3 clusters Score -8348484 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -8351654.500000 Penalty: 3635.505127
	Iteration 11Q: 3 clusters Score -8351654 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -8353281.000000 Penalty: 3635.505127
	Iteration 12Q: 3 clusters Score -8353281 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 71329 members 
Entering Unmasked Estep 
Score: -8354040.000000 Penalty: 3635.505127
	Iteration 13Q: 3 clusters Score -8354040 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -8354348.000000 Penalty: 3635.505127
	Iteration 14Q: 3 clusters Score -8354348 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -8354519.000000 Penalty: 3635.505127
	Iteration 15Q: 3 clusters Score -8354519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -8354598.000000 Penalty: 3635.505127
	Iteration 16Q: 3 clusters Score -8354598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -8354627.500000 Penalty: 3635.505127
	Iteration 17Q: 3 clusters Score -8354628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -8354643.000000 Penalty: 3635.505127
	Iteration 18Q: 3 clusters Score -8354643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 71889 members 
Entering Unmasked Estep 
Score: -8354643.500000 Penalty: 3635.505127
	Iteration 19Q: 3 clusters Score -8354644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 71893 members 
Entering Unmasked Estep 
Score: -8354655.500000 Penalty: 3635.505127
	Iteration 20F: 3 clusters Score -8354656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -41440.914062 Penalty: 978.416260
	Iteration 0F: 2 clusters Score -41440.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40474.312500 Penalty: 1956.832520
	Iteration 0F: 3 clusters Score -40474.31 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40629.765625 Penalty: 1956.832520
	Iteration 1F: 3 clusters Score -40629.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40709.496094 Penalty: 1956.832520
	Iteration 2F: 3 clusters Score -40709.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40744.507812 Penalty: 1956.832520
	Iteration 3Q: 3 clusters Score -40744.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40757.968750 Penalty: 1956.832520
	Iteration 4Q: 3 clusters Score -40757.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40773.230469 Penalty: 1956.832520
	Iteration 5Q: 3 clusters Score -40773.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40793.355469 Penalty: 1956.832520
	Iteration 6Q: 3 clusters Score -40793.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40817.898438 Penalty: 1956.832520
	Iteration 7Q: 3 clusters Score -40817.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40873.511719 Penalty: 1956.832520
	Iteration 8Q: 3 clusters Score -40873.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40952.992188 Penalty: 1956.832520
	Iteration 9F: 3 clusters Score -40952.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41046.710938 Penalty: 1956.832520
	Iteration 10Q: 3 clusters Score -41046.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41105.433594 Penalty: 1956.832520
	Iteration 11Q: 3 clusters Score -41105.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41146.265625 Penalty: 1956.832520
	Iteration 12Q: 3 clusters Score -41146.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41174.871094 Penalty: 1956.832520
	Iteration 13Q: 3 clusters Score -41174.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41178.949219 Penalty: 1956.832520
	Iteration 14Q: 3 clusters Score -41178.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41183.937500 Penalty: 1956.832520
	Iteration 15Q: 3 clusters Score -41183.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41185.300781 Penalty: 1956.832520
	Iteration 16Q: 3 clusters Score -41185.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41185.300781 Penalty: 1956.832520
	Iteration 17F: 3 clusters Score -41185.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Entering Unmasked Estep 
Score: -671744.812500 Penalty: 1409.306763
	Iteration 0F: 2 clusters Score -671744.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -667149.812500 Penalty: 2818.613525
	Iteration 0F: 3 clusters Score -667149.8 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -668468.750000 Penalty: 2818.613525
	Iteration 1F: 3 clusters Score -668468.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -668653.937500 Penalty: 2818.613525
	Iteration 2F: 3 clusters Score -668653.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -668782.937500 Penalty: 2818.613525
	Iteration 3Q: 3 clusters Score -668782.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -668889.562500 Penalty: 2818.613525
	Iteration 4Q: 3 clusters Score -668889.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -668980.562500 Penalty: 2818.613525
	Iteration 5Q: 3 clusters Score -668980.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -669059.125000 Penalty: 2818.613525
	Iteration 6Q: 3 clusters Score -669059.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -669145.500000 Penalty: 2818.613525
	Iteration 7Q: 3 clusters Score -669145.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -669251.312500 Penalty: 2818.613525
	Iteration 8Q: 3 clusters Score -669251.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -669395.125000 Penalty: 2818.613525
	Iteration 9Q: 3 clusters Score -669395.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -669550.625000 Penalty: 2818.613525
	Iteration 10Q: 3 clusters Score -669550.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -669711.687500 Penalty: 2818.613525
	Iteration 11Q: 3 clusters Score -669711.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -669863.250000 Penalty: 2818.613525
	Iteration 12Q: 3 clusters Score -669863.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -669982.312500 Penalty: 2818.613525
	Iteration 13Q: 3 clusters Score -669982.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -670080.437500 Penalty: 2818.613525
	Iteration 14Q: 3 clusters Score -670080.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -670165.812500 Penalty: 2818.613525
	Iteration 15Q: 3 clusters Score -670165.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -670234.625000 Penalty: 2818.613525
	Iteration 16Q: 3 clusters Score -670234.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -670282.187500 Penalty: 2818.613525
	Iteration 17Q: 3 clusters Score -670282.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -670328.375000 Penalty: 2818.613525
	Iteration 18Q: 3 clusters Score -670328.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -670371.250000 Penalty: 2818.613525
	Iteration 19Q: 3 clusters Score -670371.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -670394.875000 Penalty: 2818.613525
	Iteration 20F: 3 clusters Score -670394.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -670416.437500 Penalty: 2818.613525
	Iteration 21Q: 3 clusters Score -670416.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -670443.500000 Penalty: 2818.613525
	Iteration 22Q: 3 clusters Score -670443.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -670467.000000 Penalty: 2818.613525
	Iteration 23Q: 3 clusters Score -670467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -670484.937500 Penalty: 2818.613525
	Iteration 24Q: 3 clusters Score -670484.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -670505.437500 Penalty: 2818.613525
	Iteration 25Q: 3 clusters Score -670505.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -670519.062500 Penalty: 2818.613525
	Iteration 26Q: 3 clusters Score -670519.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -670531.062500 Penalty: 2818.613525
	Iteration 27Q: 3 clusters Score -670531.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -670537.687500 Penalty: 2818.613525
	Iteration 28Q: 3 clusters Score -670537.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -670542.812500 Penalty: 2818.613525
	Iteration 29Q: 3 clusters Score -670542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -670545.500000 Penalty: 2818.613525
	Iteration 30Q: 3 clusters Score -670545.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -670547.812500 Penalty: 2818.613525
	Iteration 31Q: 3 clusters Score -670547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -670549.375000 Penalty: 2818.613525
	Iteration 32Q: 3 clusters Score -670549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -670551.375000 Penalty: 2818.613525
	Iteration 33Q: 3 clusters Score -670551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -670551.375000 Penalty: 2818.613525
	Iteration 34F: 3 clusters Score -670551.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Entering Unmasked Estep 
Score: -1857493.000000 Penalty: 1572.730591
	Iteration 0F: 2 clusters Score -1857493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1846508.250000 Penalty: 3145.461182
	Iteration 0F: 3 clusters Score -1846508 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1850341.625000 Penalty: 3145.461182
	Iteration 1F: 3 clusters Score -1850342 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1850718.875000 Penalty: 3145.461182
	Iteration 2F: 3 clusters Score -1850719 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1851060.125000 Penalty: 3145.461182
	Iteration 3Q: 3 clusters Score -1851060 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1851386.125000 Penalty: 3145.461182
	Iteration 4Q: 3 clusters Score -1851386 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1851661.250000 Penalty: 3145.461182
	Iteration 5Q: 3 clusters Score -1851661 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1851949.750000 Penalty: 3145.461182
	Iteration 6Q: 3 clusters Score -1851950 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1852239.625000 Penalty: 3145.461182
	Iteration 7Q: 3 clusters Score -1852240 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1852585.250000 Penalty: 3145.461182
	Iteration 8Q: 3 clusters Score -1852585 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1853012.625000 Penalty: 3145.461182
	Iteration 9Q: 3 clusters Score -1853013 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1853538.125000 Penalty: 3145.461182
	Iteration 10Q: 3 clusters Score -1853538 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1854111.875000 Penalty: 3145.461182
	Iteration 11Q: 3 clusters Score -1854112 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1854614.875000 Penalty: 3145.461182
	Iteration 12Q: 3 clusters Score -1854615 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1854971.875000 Penalty: 3145.461182
	Iteration 13Q: 3 clusters Score -1854972 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1855226.250000 Penalty: 3145.461182
	Iteration 14Q: 3 clusters Score -1855226 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1855411.000000 Penalty: 3145.461182
	Iteration 15Q: 3 clusters Score -1855411 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1855565.000000 Penalty: 3145.461182
	Iteration 16Q: 3 clusters Score -1855565 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1855681.625000 Penalty: 3145.461182
	Iteration 17Q: 3 clusters Score -1855682 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1855771.125000 Penalty: 3145.461182
	Iteration 18Q: 3 clusters Score -1855771 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1855833.125000 Penalty: 3145.461182
	Iteration 19Q: 3 clusters Score -1855833 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1855890.125000 Penalty: 3145.461182
	Iteration 20F: 3 clusters Score -1855890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1855912.250000 Penalty: 3145.461182
	Iteration 21Q: 3 clusters Score -1855912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1855931.000000 Penalty: 3145.461182
	Iteration 22Q: 3 clusters Score -1855931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1855932.250000 Penalty: 3145.461182
	Iteration 23Q: 3 clusters Score -1855932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1855938.875000 Penalty: 3145.461182
	Iteration 24Q: 3 clusters Score -1855939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1855949.750000 Penalty: 3145.461182
	Iteration 25Q: 3 clusters Score -1855950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1855955.750000 Penalty: 3145.461182
	Iteration 26Q: 3 clusters Score -1855956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1855969.000000 Penalty: 3145.461182
	Iteration 27Q: 3 clusters Score -1855969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1855977.750000 Penalty: 3145.461182
	Iteration 28Q: 3 clusters Score -1855978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1855989.750000 Penalty: 3145.461182
	Iteration 29Q: 3 clusters Score -1855990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1856004.875000 Penalty: 3145.461182
	Iteration 30Q: 3 clusters Score -1856005 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1856012.750000 Penalty: 3145.461182
	Iteration 31Q: 3 clusters Score -1856013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1856022.500000 Penalty: 3145.461182
	Iteration 32Q: 3 clusters Score -1856022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1856025.375000 Penalty: 3145.461182
	Iteration 33Q: 3 clusters Score -1856025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1856026.375000 Penalty: 3145.461182
	Iteration 34Q: 3 clusters Score -1856026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1856023.125000 Penalty: 3145.461182
	Iteration 35Q: 3 clusters Score -1856023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1856035.500000 Penalty: 3145.461182
	Iteration 36Q: 3 clusters Score -1856036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1856044.875000 Penalty: 3145.461182
	Iteration 37Q: 3 clusters Score -1856045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1856051.625000 Penalty: 3145.461182
	Iteration 38Q: 3 clusters Score -1856052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1856052.000000 Penalty: 3145.461182
	Iteration 39Q: 3 clusters Score -1856052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1856058.500000 Penalty: 3145.461182
	Iteration 40F: 3 clusters Score -1856058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1856061.500000 Penalty: 3145.461182
	Iteration 41Q: 3 clusters Score -1856062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1856065.250000 Penalty: 3145.461182
	Iteration 42Q: 3 clusters Score -1856065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1856069.000000 Penalty: 3145.461182
	Iteration 43Q: 3 clusters Score -1856069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1856070.375000 Penalty: 3145.461182
	Iteration 44Q: 3 clusters Score -1856070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1856073.750000 Penalty: 3145.461182
	Iteration 45Q: 3 clusters Score -1856074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1856073.625000 Penalty: 3145.461182
	Iteration 46Q: 3 clusters Score -1856074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1856073.875000 Penalty: 3145.461182
	Iteration 47Q: 3 clusters Score -1856074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1856078.250000 Penalty: 3145.461182
	Iteration 48Q: 3 clusters Score -1856078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1856077.000000 Penalty: 3145.461182
	Iteration 49Q: 3 clusters Score -1856077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1856081.625000 Penalty: 3145.461182
	Iteration 50Q: 3 clusters Score -1856082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1856082.750000 Penalty: 3145.461182
	Iteration 51Q: 3 clusters Score -1856083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1856084.250000 Penalty: 3145.461182
	Iteration 52Q: 3 clusters Score -1856084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1856082.750000 Penalty: 3145.461182
	Iteration 53Q: 3 clusters Score -1856083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1856081.625000 Penalty: 3145.461182
	Iteration 54Q: 3 clusters Score -1856082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1856083.750000 Penalty: 3145.461182
	Iteration 55Q: 3 clusters Score -1856084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1856084.250000 Penalty: 3145.461182
	Iteration 56Q: 3 clusters Score -1856084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1856084.000000 Penalty: 3145.461182
	Iteration 57Q: 3 clusters Score -1856084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1856084.750000 Penalty: 3145.461182
	Iteration 58Q: 3 clusters Score -1856085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1856084.250000 Penalty: 3145.461182
	Iteration 59Q: 3 clusters Score -1856084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1856083.250000 Penalty: 3145.461182
	Iteration 60F: 3 clusters Score -1856083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1856083.875000 Penalty: 3145.461182
	Iteration 61Q: 3 clusters Score -1856084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1856084.750000 Penalty: 3145.461182
	Iteration 62Q: 3 clusters Score -1856085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1856087.375000 Penalty: 3145.461182
	Iteration 63Q: 3 clusters Score -1856087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1856087.000000 Penalty: 3145.461182
	Iteration 64Q: 3 clusters Score -1856087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1856086.625000 Penalty: 3145.461182
	Iteration 65Q: 3 clusters Score -1856087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1856086.000000 Penalty: 3145.461182
	Iteration 66Q: 3 clusters Score -1856086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1856087.375000 Penalty: 3145.461182
	Iteration 67Q: 3 clusters Score -1856087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1856087.250000 Penalty: 3145.461182
	Iteration 68Q: 3 clusters Score -1856087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1856086.250000 Penalty: 3145.461182
	Iteration 69Q: 3 clusters Score -1856086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1856086.875000 Penalty: 3145.461182
	Iteration 70Q: 3 clusters Score -1856087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1856087.375000 Penalty: 3145.461182
	Iteration 71Q: 3 clusters Score -1856087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1856088.375000 Penalty: 3145.461182
	Iteration 72Q: 3 clusters Score -1856088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1856086.875000 Penalty: 3145.461182
	Iteration 73Q: 3 clusters Score -1856087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1856086.250000 Penalty: 3145.461182
	Iteration 74Q: 3 clusters Score -1856086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1856086.250000 Penalty: 3145.461182
	Iteration 75F: 3 clusters Score -1856086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -268825.812500 Penalty: 1262.317871
	Iteration 0F: 2 clusters Score -268825.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -266487.593750 Penalty: 2524.635742
	Iteration 0F: 3 clusters Score -266487.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -266972.531250 Penalty: 2524.635742
	Iteration 1F: 3 clusters Score -266972.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -267109.187500 Penalty: 2524.635742
	Iteration 2F: 3 clusters Score -267109.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -267181.218750 Penalty: 2524.635742
	Iteration 3F: 3 clusters Score -267181.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -267222.500000 Penalty: 2524.635742
	Iteration 4Q: 3 clusters Score -267222.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -267246.343750 Penalty: 2524.635742
	Iteration 5Q: 3 clusters Score -267246.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -267263.687500 Penalty: 2524.635742
	Iteration 6Q: 3 clusters Score -267263.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -267273.750000 Penalty: 2524.635742
	Iteration 7Q: 3 clusters Score -267273.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -267282.000000 Penalty: 2524.635742
	Iteration 8Q: 3 clusters Score -267282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -267289.093750 Penalty: 2524.635742
	Iteration 9Q: 3 clusters Score -267289.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -267295.625000 Penalty: 2524.635742
	Iteration 10Q: 3 clusters Score -267295.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -267304.000000 Penalty: 2524.635742
	Iteration 11Q: 3 clusters Score -267304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -267313.468750 Penalty: 2524.635742
	Iteration 12Q: 3 clusters Score -267313.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -267327.000000 Penalty: 2524.635742
	Iteration 13Q: 3 clusters Score -267327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -267341.500000 Penalty: 2524.635742
	Iteration 14Q: 3 clusters Score -267341.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -267359.093750 Penalty: 2524.635742
	Iteration 15Q: 3 clusters Score -267359.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -267371.781250 Penalty: 2524.635742
	Iteration 16Q: 3 clusters Score -267371.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -267381.343750 Penalty: 2524.635742
	Iteration 17Q: 3 clusters Score -267381.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -267390.781250 Penalty: 2524.635742
	Iteration 18Q: 3 clusters Score -267390.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -267396.437500 Penalty: 2524.635742
	Iteration 19Q: 3 clusters Score -267396.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -267403.687500 Penalty: 2524.635742
	Iteration 20F: 3 clusters Score -267403.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -267411.468750 Penalty: 2524.635742
	Iteration 21Q: 3 clusters Score -267411.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -267418.406250 Penalty: 2524.635742
	Iteration 22Q: 3 clusters Score -267418.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267425.250000 Penalty: 2524.635742
	Iteration 23Q: 3 clusters Score -267425.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -267439.625000 Penalty: 2524.635742
	Iteration 24Q: 3 clusters Score -267439.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -267450.687500 Penalty: 2524.635742
	Iteration 25Q: 3 clusters Score -267450.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -267457.031250 Penalty: 2524.635742
	Iteration 26Q: 3 clusters Score -267457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -267468.000000 Penalty: 2524.635742
	Iteration 27Q: 3 clusters Score -267468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -267483.531250 Penalty: 2524.635742
	Iteration 28Q: 3 clusters Score -267483.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267527.906250 Penalty: 2524.635742
	Iteration 29Q: 3 clusters Score -267527.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -267594.750000 Penalty: 2524.635742
	Iteration 30Q: 3 clusters Score -267594.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -267708.218750 Penalty: 2524.635742
	Iteration 31Q: 3 clusters Score -267708.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -267853.437500 Penalty: 2524.635742
	Iteration 32Q: 3 clusters Score -267853.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -268037.781250 Penalty: 2524.635742
	Iteration 33Q: 3 clusters Score -268037.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -268240.750000 Penalty: 2524.635742
	Iteration 34F: 3 clusters Score -268240.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -268380.500000 Penalty: 2524.635742
	Iteration 35Q: 3 clusters Score -268380.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -268473.812500 Penalty: 2524.635742
	Iteration 36Q: 3 clusters Score -268473.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -268550.843750 Penalty: 2524.635742
	Iteration 37Q: 3 clusters Score -268550.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -268603.000000 Penalty: 2524.635742
	Iteration 38Q: 3 clusters Score -268603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -268627.031250 Penalty: 2524.635742
	Iteration 39Q: 3 clusters Score -268627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -268635.593750 Penalty: 2524.635742
	Iteration 40F: 3 clusters Score -268635.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -268643.687500 Penalty: 2524.635742
	Iteration 41Q: 3 clusters Score -268643.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -268647.781250 Penalty: 2524.635742
	Iteration 42Q: 3 clusters Score -268647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -268651.000000 Penalty: 2524.635742
	Iteration 43Q: 3 clusters Score -268651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -268652.218750 Penalty: 2524.635742
	Iteration 44Q: 3 clusters Score -268652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -268652.562500 Penalty: 2524.635742
	Iteration 45Q: 3 clusters Score -268652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -268653.656250 Penalty: 2524.635742
	Iteration 46Q: 3 clusters Score -268653.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -268653.656250 Penalty: 2524.635742
	Iteration 47F: 3 clusters Score -268653.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -18273.091797 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18273.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17546.613281 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17546.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17647.638672 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -17647.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17722.210938 Penalty: 1731.559692
	Iteration 2F: 3 clusters Score -17722.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17760.833984 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -17760.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17771.636719 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -17771.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17775.291016 Penalty: 1731.559692
	Iteration 5Q: 3 clusters Score -17775.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17775.841797 Penalty: 1731.559692
	Iteration 6Q: 3 clusters Score -17775.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17775.841797 Penalty: 1731.559692
	Iteration 7F: 3 clusters Score -17775.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Entering Unmasked Estep 
Score: -3839304.250000 Penalty: 1691.385498
	Iteration 0F: 2 clusters Score -3839304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3816870.750000 Penalty: 3382.770996
	Iteration 0F: 3 clusters Score -3816871 nChanged 15471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3825453.000000 Penalty: 3382.770996
	Iteration 1F: 3 clusters Score -3825453 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3825839.250000 Penalty: 3382.770996
	Iteration 2Q: 3 clusters Score -3825839 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3826213.000000 Penalty: 3382.770996
	Iteration 3Q: 3 clusters Score -3826213 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3826703.750000 Penalty: 3382.770996
	Iteration 4Q: 3 clusters Score -3826704 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3827292.000000 Penalty: 3382.770996
	Iteration 5Q: 3 clusters Score -3827292 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3828250.500000 Penalty: 3382.770996
	Iteration 6Q: 3 clusters Score -3828250 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3829524.000000 Penalty: 3382.770996
	Iteration 7F: 3 clusters Score -3829524 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3831111.500000 Penalty: 3382.770996
	Iteration 8F: 3 clusters Score -3831112 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3832841.750000 Penalty: 3382.770996
	Iteration 9F: 3 clusters Score -3832842 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3834376.000000 Penalty: 3382.770996
	Iteration 10F: 3 clusters Score -3834376 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3835617.250000 Penalty: 3382.770996
	Iteration 11Q: 3 clusters Score -3835617 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3836447.250000 Penalty: 3382.770996
	Iteration 12Q: 3 clusters Score -3836447 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3836951.000000 Penalty: 3382.770996
	Iteration 13Q: 3 clusters Score -3836951 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3837283.250000 Penalty: 3382.770996
	Iteration 14Q: 3 clusters Score -3837283 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3837458.250000 Penalty: 3382.770996
	Iteration 15Q: 3 clusters Score -3837458 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3837589.000000 Penalty: 3382.770996
	Iteration 16Q: 3 clusters Score -3837589 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3837660.500000 Penalty: 3382.770996
	Iteration 17Q: 3 clusters Score -3837660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3837713.750000 Penalty: 3382.770996
	Iteration 18Q: 3 clusters Score -3837714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3837757.000000 Penalty: 3382.770996
	Iteration 19Q: 3 clusters Score -3837757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3837786.000000 Penalty: 3382.770996
	Iteration 20F: 3 clusters Score -3837786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3837806.500000 Penalty: 3382.770996
	Iteration 21Q: 3 clusters Score -3837806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3837829.500000 Penalty: 3382.770996
	Iteration 22Q: 3 clusters Score -3837830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3837854.750000 Penalty: 3382.770996
	Iteration 23Q: 3 clusters Score -3837855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3837860.750000 Penalty: 3382.770996
	Iteration 24Q: 3 clusters Score -3837861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3837870.000000 Penalty: 3382.770996
	Iteration 25Q: 3 clusters Score -3837870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3837876.000000 Penalty: 3382.770996
	Iteration 26Q: 3 clusters Score -3837876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3837881.250000 Penalty: 3382.770996
	Iteration 27Q: 3 clusters Score -3837881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3837883.750000 Penalty: 3382.770996
	Iteration 28Q: 3 clusters Score -3837884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3837883.750000 Penalty: 3382.770996
	Iteration 29F: 3 clusters Score -3837884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -429591.218750 Penalty: 1344.831421
	Iteration 0F: 2 clusters Score -429591.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -426316.250000 Penalty: 2689.662842
	Iteration 0F: 3 clusters Score -426316.2 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -427190.406250 Penalty: 2689.662842
	Iteration 1F: 3 clusters Score -427190.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -427406.125000 Penalty: 2689.662842
	Iteration 2F: 3 clusters Score -427406.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -427621.125000 Penalty: 2689.662842
	Iteration 3F: 3 clusters Score -427621.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -427789.062500 Penalty: 2689.662842
	Iteration 4F: 3 clusters Score -427789.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -427928.562500 Penalty: 2689.662842
	Iteration 5Q: 3 clusters Score -427928.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -428058.156250 Penalty: 2689.662842
	Iteration 6Q: 3 clusters Score -428058.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -428155.843750 Penalty: 2689.662842
	Iteration 7Q: 3 clusters Score -428155.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -428252.812500 Penalty: 2689.662842
	Iteration 8Q: 3 clusters Score -428252.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -428328.093750 Penalty: 2689.662842
	Iteration 9Q: 3 clusters Score -428328.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -428393.000000 Penalty: 2689.662842
	Iteration 10Q: 3 clusters Score -428393 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -428449.437500 Penalty: 2689.662842
	Iteration 11Q: 3 clusters Score -428449.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -428509.281250 Penalty: 2689.662842
	Iteration 12Q: 3 clusters Score -428509.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -428548.125000 Penalty: 2689.662842
	Iteration 13Q: 3 clusters Score -428548.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -428574.375000 Penalty: 2689.662842
	Iteration 14Q: 3 clusters Score -428574.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -428596.406250 Penalty: 2689.662842
	Iteration 15Q: 3 clusters Score -428596.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -428612.468750 Penalty: 2689.662842
	Iteration 16Q: 3 clusters Score -428612.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -428623.875000 Penalty: 2689.662842
	Iteration 17Q: 3 clusters Score -428623.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -428632.125000 Penalty: 2689.662842
	Iteration 18Q: 3 clusters Score -428632.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -428638.812500 Penalty: 2689.662842
	Iteration 19Q: 3 clusters Score -428638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -428642.093750 Penalty: 2689.662842
	Iteration 20F: 3 clusters Score -428642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -428642.843750 Penalty: 2689.662842
	Iteration 21Q: 3 clusters Score -428642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -428645.093750 Penalty: 2689.662842
	Iteration 22Q: 3 clusters Score -428645.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -428649.062500 Penalty: 2689.662842
	Iteration 23Q: 3 clusters Score -428649.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -428655.093750 Penalty: 2689.662842
	Iteration 24Q: 3 clusters Score -428655.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -428660.343750 Penalty: 2689.662842
	Iteration 25Q: 3 clusters Score -428660.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -428671.000000 Penalty: 2689.662842
	Iteration 26Q: 3 clusters Score -428671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -428680.062500 Penalty: 2689.662842
	Iteration 27Q: 3 clusters Score -428680.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -428684.187500 Penalty: 2689.662842
	Iteration 28Q: 3 clusters Score -428684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -428686.875000 Penalty: 2689.662842
	Iteration 29Q: 3 clusters Score -428686.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -428687.218750 Penalty: 2689.662842
	Iteration 30Q: 3 clusters Score -428687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -428687.218750 Penalty: 2689.662842
	Iteration 31F: 3 clusters Score -428687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Entering Unmasked Estep 
Score: -452897.031250 Penalty: 1342.791504
	Iteration 0F: 2 clusters Score -452897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -449632.906250 Penalty: 2685.583008
	Iteration 0F: 3 clusters Score -449632.9 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -450481.250000 Penalty: 2685.583008
	Iteration 1F: 3 clusters Score -450481.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -450627.937500 Penalty: 2685.583008
	Iteration 2F: 3 clusters Score -450627.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -450721.281250 Penalty: 2685.583008
	Iteration 3Q: 3 clusters Score -450721.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -450781.625000 Penalty: 2685.583008
	Iteration 4Q: 3 clusters Score -450781.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -450819.062500 Penalty: 2685.583008
	Iteration 5Q: 3 clusters Score -450819.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -450859.437500 Penalty: 2685.583008
	Iteration 6Q: 3 clusters Score -450859.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -450893.562500 Penalty: 2685.583008
	Iteration 7Q: 3 clusters Score -450893.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -450923.531250 Penalty: 2685.583008
	Iteration 8Q: 3 clusters Score -450923.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -450954.312500 Penalty: 2685.583008
	Iteration 9Q: 3 clusters Score -450954.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -450981.312500 Penalty: 2685.583008
	Iteration 10Q: 3 clusters Score -450981.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -451013.437500 Penalty: 2685.583008
	Iteration 11Q: 3 clusters Score -451013.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -451044.156250 Penalty: 2685.583008
	Iteration 12Q: 3 clusters Score -451044.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -451075.250000 Penalty: 2685.583008
	Iteration 13Q: 3 clusters Score -451075.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -451108.187500 Penalty: 2685.583008
	Iteration 14Q: 3 clusters Score -451108.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -451146.031250 Penalty: 2685.583008
	Iteration 15Q: 3 clusters Score -451146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -451191.000000 Penalty: 2685.583008
	Iteration 16Q: 3 clusters Score -451191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -451234.156250 Penalty: 2685.583008
	Iteration 17Q: 3 clusters Score -451234.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -451271.156250 Penalty: 2685.583008
	Iteration 18Q: 3 clusters Score -451271.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -451308.593750 Penalty: 2685.583008
	Iteration 19Q: 3 clusters Score -451308.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -451355.187500 Penalty: 2685.583008
	Iteration 20F: 3 clusters Score -451355.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -451391.187500 Penalty: 2685.583008
	Iteration 21Q: 3 clusters Score -451391.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -451427.093750 Penalty: 2685.583008
	Iteration 22Q: 3 clusters Score -451427.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -451469.781250 Penalty: 2685.583008
	Iteration 23Q: 3 clusters Score -451469.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -451509.937500 Penalty: 2685.583008
	Iteration 24Q: 3 clusters Score -451509.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -451547.593750 Penalty: 2685.583008
	Iteration 25Q: 3 clusters Score -451547.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -451590.593750 Penalty: 2685.583008
	Iteration 26Q: 3 clusters Score -451590.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -451626.250000 Penalty: 2685.583008
	Iteration 27Q: 3 clusters Score -451626.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -451642.968750 Penalty: 2685.583008
	Iteration 28Q: 3 clusters Score -451643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -451660.156250 Penalty: 2685.583008
	Iteration 29Q: 3 clusters Score -451660.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -451677.437500 Penalty: 2685.583008
	Iteration 30Q: 3 clusters Score -451677.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -451692.812500 Penalty: 2685.583008
	Iteration 31Q: 3 clusters Score -451692.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -451704.500000 Penalty: 2685.583008
	Iteration 32Q: 3 clusters Score -451704.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -451714.812500 Penalty: 2685.583008
	Iteration 33Q: 3 clusters Score -451714.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -451720.125000 Penalty: 2685.583008
	Iteration 34Q: 3 clusters Score -451720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -451721.687500 Penalty: 2685.583008
	Iteration 35Q: 3 clusters Score -451721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -451725.062500 Penalty: 2685.583008
	Iteration 36Q: 3 clusters Score -451725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -451730.031250 Penalty: 2685.583008
	Iteration 37Q: 3 clusters Score -451730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -451739.093750 Penalty: 2685.583008
	Iteration 38Q: 3 clusters Score -451739.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -451746.625000 Penalty: 2685.583008
	Iteration 39Q: 3 clusters Score -451746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -451749.250000 Penalty: 2685.583008
	Iteration 40F: 3 clusters Score -451749.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -451751.406250 Penalty: 2685.583008
	Iteration 41Q: 3 clusters Score -451751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -451751.406250 Penalty: 2685.583008
	Iteration 42F: 3 clusters Score -451751.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -353905.625000 Penalty: 1305.311401
	Iteration 0F: 2 clusters Score -353905.6 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 1546 members 
Entering Unmasked Estep 
Score: -351161.312500 Penalty: 2610.622803
	Iteration 0F: 3 clusters Score -351161.3 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -351828.500000 Penalty: 2610.622803
	Iteration 1F: 3 clusters Score -351828.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -351979.062500 Penalty: 2610.622803
	Iteration 2F: 3 clusters Score -351979.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -352066.125000 Penalty: 2610.622803
	Iteration 3F: 3 clusters Score -352066.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -352128.250000 Penalty: 2610.622803
	Iteration 4Q: 3 clusters Score -352128.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -352175.812500 Penalty: 2610.622803
	Iteration 5Q: 3 clusters Score -352175.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -352216.437500 Penalty: 2610.622803
	Iteration 6Q: 3 clusters Score -352216.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -352254.625000 Penalty: 2610.622803
	Iteration 7Q: 3 clusters Score -352254.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -352283.812500 Penalty: 2610.622803
	Iteration 8Q: 3 clusters Score -352283.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -352304.593750 Penalty: 2610.622803
	Iteration 9Q: 3 clusters Score -352304.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -352321.843750 Penalty: 2610.622803
	Iteration 10Q: 3 clusters Score -352321.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -352333.906250 Penalty: 2610.622803
	Iteration 11Q: 3 clusters Score -352333.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -352346.875000 Penalty: 2610.622803
	Iteration 12Q: 3 clusters Score -352346.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -352363.812500 Penalty: 2610.622803
	Iteration 13Q: 3 clusters Score -352363.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352383.843750 Penalty: 2610.622803
	Iteration 14Q: 3 clusters Score -352383.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -352397.281250 Penalty: 2610.622803
	Iteration 15Q: 3 clusters Score -352397.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -352405.687500 Penalty: 2610.622803
	Iteration 16Q: 3 clusters Score -352405.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -352414.218750 Penalty: 2610.622803
	Iteration 17Q: 3 clusters Score -352414.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -352423.000000 Penalty: 2610.622803
	Iteration 18Q: 3 clusters Score -352423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -352427.625000 Penalty: 2610.622803
	Iteration 19Q: 3 clusters Score -352427.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -352433.218750 Penalty: 2610.622803
	Iteration 20F: 3 clusters Score -352433.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352438.437500 Penalty: 2610.622803
	Iteration 21Q: 3 clusters Score -352438.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -352443.468750 Penalty: 2610.622803
	Iteration 22Q: 3 clusters Score -352443.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -352447.531250 Penalty: 2610.622803
	Iteration 23Q: 3 clusters Score -352447.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -352448.562500 Penalty: 2610.622803
	Iteration 24Q: 3 clusters Score -352448.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -352452.625000 Penalty: 2610.622803
	Iteration 25Q: 3 clusters Score -352452.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -352455.531250 Penalty: 2610.622803
	Iteration 26Q: 3 clusters Score -352455.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352460.031250 Penalty: 2610.622803
	Iteration 27Q: 3 clusters Score -352460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -352466.812500 Penalty: 2610.622803
	Iteration 28Q: 3 clusters Score -352466.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -352474.687500 Penalty: 2610.622803
	Iteration 29Q: 3 clusters Score -352474.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -352483.031250 Penalty: 2610.622803
	Iteration 30Q: 3 clusters Score -352483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -352492.406250 Penalty: 2610.622803
	Iteration 31Q: 3 clusters Score -352492.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -352504.625000 Penalty: 2610.622803
	Iteration 32Q: 3 clusters Score -352504.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -352517.812500 Penalty: 2610.622803
	Iteration 33Q: 3 clusters Score -352517.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -352528.312500 Penalty: 2610.622803
	Iteration 34Q: 3 clusters Score -352528.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -352542.125000 Penalty: 2610.622803
	Iteration 35Q: 3 clusters Score -352542.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -352554.000000 Penalty: 2610.622803
	Iteration 36Q: 3 clusters Score -352554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -352562.843750 Penalty: 2610.622803
	Iteration 37Q: 3 clusters Score -352562.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -352569.812500 Penalty: 2610.622803
	Iteration 38Q: 3 clusters Score -352569.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -352579.187500 Penalty: 2610.622803
	Iteration 39Q: 3 clusters Score -352579.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -352590.062500 Penalty: 2610.622803
	Iteration 40F: 3 clusters Score -352590.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -352602.937500 Penalty: 2610.622803
	Iteration 41Q: 3 clusters Score -352602.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -352610.968750 Penalty: 2610.622803
	Iteration 42Q: 3 clusters Score -352611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -352618.343750 Penalty: 2610.622803
	Iteration 43Q: 3 clusters Score -352618.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -352622.375000 Penalty: 2610.622803
	Iteration 44Q: 3 clusters Score -352622.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -352624.937500 Penalty: 2610.622803
	Iteration 45Q: 3 clusters Score -352624.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -352630.156250 Penalty: 2610.622803
	Iteration 46Q: 3 clusters Score -352630.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -352634.531250 Penalty: 2610.622803
	Iteration 47Q: 3 clusters Score -352634.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -352639.093750 Penalty: 2610.622803
	Iteration 48Q: 3 clusters Score -352639.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -352643.250000 Penalty: 2610.622803
	Iteration 49Q: 3 clusters Score -352643.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -352646.125000 Penalty: 2610.622803
	Iteration 50Q: 3 clusters Score -352646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -352649.000000 Penalty: 2610.622803
	Iteration 51Q: 3 clusters Score -352649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -352653.187500 Penalty: 2610.622803
	Iteration 52Q: 3 clusters Score -352653.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -352659.531250 Penalty: 2610.622803
	Iteration 53Q: 3 clusters Score -352659.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -352665.343750 Penalty: 2610.622803
	Iteration 54Q: 3 clusters Score -352665.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -352667.593750 Penalty: 2610.622803
	Iteration 55Q: 3 clusters Score -352667.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -352671.375000 Penalty: 2610.622803
	Iteration 56Q: 3 clusters Score -352671.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -352677.625000 Penalty: 2610.622803
	Iteration 57Q: 3 clusters Score -352677.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -352684.000000 Penalty: 2610.622803
	Iteration 58Q: 3 clusters Score -352684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -352690.000000 Penalty: 2610.622803
	Iteration 59Q: 3 clusters Score -352690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -352696.031250 Penalty: 2610.622803
	Iteration 60F: 3 clusters Score -352696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -352699.843750 Penalty: 2610.622803
	Iteration 61Q: 3 clusters Score -352699.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -352703.000000 Penalty: 2610.622803
	Iteration 62Q: 3 clusters Score -352703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -352704.687500 Penalty: 2610.622803
	Iteration 63Q: 3 clusters Score -352704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -352706.687500 Penalty: 2610.622803
	Iteration 64Q: 3 clusters Score -352706.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -352708.687500 Penalty: 2610.622803
	Iteration 65Q: 3 clusters Score -352708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -352709.968750 Penalty: 2610.622803
	Iteration 66Q: 3 clusters Score -352710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -352710.593750 Penalty: 2610.622803
	Iteration 67Q: 3 clusters Score -352710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -352712.437500 Penalty: 2610.622803
	Iteration 68Q: 3 clusters Score -352712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -352713.875000 Penalty: 2610.622803
	Iteration 69Q: 3 clusters Score -352713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -352715.000000 Penalty: 2610.622803
	Iteration 70Q: 3 clusters Score -352715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -352716.531250 Penalty: 2610.622803
	Iteration 71Q: 3 clusters Score -352716.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -352719.187500 Penalty: 2610.622803
	Iteration 72Q: 3 clusters Score -352719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -352721.781250 Penalty: 2610.622803
	Iteration 73Q: 3 clusters Score -352721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -352726.281250 Penalty: 2610.622803
	Iteration 74Q: 3 clusters Score -352726.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -352728.906250 Penalty: 2610.622803
	Iteration 75Q: 3 clusters Score -352728.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -352729.343750 Penalty: 2610.622803
	Iteration 76Q: 3 clusters Score -352729.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -352729.343750 Penalty: 2610.622803
	Iteration 77F: 3 clusters Score -352729.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14430.957031 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14430.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13867.198242 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13867.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14045.744141 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -14045.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14184.291016 Penalty: 1718.686768
	Iteration 2F: 3 clusters Score -14184.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14251.657227 Penalty: 1718.686768
	Iteration 3F: 3 clusters Score -14251.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14261.750000 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -14261.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14269.092773 Penalty: 1718.686768
	Iteration 5Q: 3 clusters Score -14269.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14296.423828 Penalty: 1718.686768
	Iteration 6Q: 3 clusters Score -14296.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14334.034180 Penalty: 1718.686768
	Iteration 7Q: 3 clusters Score -14334.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14398.610352 Penalty: 1718.686768
	Iteration 8Q: 3 clusters Score -14398.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14416.580078 Penalty: 1718.686768
	Iteration 9Q: 3 clusters Score -14416.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14424.729492 Penalty: 1718.686768
	Iteration 10Q: 3 clusters Score -14424.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14430.831055 Penalty: 1718.686768
	Iteration 11Q: 3 clusters Score -14430.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14430.831055 Penalty: 1718.686768
	Iteration 12F: 3 clusters Score -14430.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -478739.187500 Penalty: 1348.674438
	Iteration 0F: 2 clusters Score -478739.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -475379.656250 Penalty: 2697.348877
	Iteration 0F: 3 clusters Score -475379.7 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -476179.000000 Penalty: 2697.348877
	Iteration 1F: 3 clusters Score -476179 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -476309.156250 Penalty: 2697.348877
	Iteration 2F: 3 clusters Score -476309.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -476407.625000 Penalty: 2697.348877
	Iteration 3Q: 3 clusters Score -476407.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -476492.468750 Penalty: 2697.348877
	Iteration 4Q: 3 clusters Score -476492.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -476563.656250 Penalty: 2697.348877
	Iteration 5Q: 3 clusters Score -476563.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -476635.468750 Penalty: 2697.348877
	Iteration 6Q: 3 clusters Score -476635.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -476707.437500 Penalty: 2697.348877
	Iteration 7Q: 3 clusters Score -476707.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -476779.781250 Penalty: 2697.348877
	Iteration 8Q: 3 clusters Score -476779.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -476842.781250 Penalty: 2697.348877
	Iteration 9Q: 3 clusters Score -476842.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -476897.062500 Penalty: 2697.348877
	Iteration 10Q: 3 clusters Score -476897.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -476941.437500 Penalty: 2697.348877
	Iteration 11Q: 3 clusters Score -476941.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -476986.875000 Penalty: 2697.348877
	Iteration 12Q: 3 clusters Score -476986.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -477034.093750 Penalty: 2697.348877
	Iteration 13Q: 3 clusters Score -477034.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -477078.031250 Penalty: 2697.348877
	Iteration 14Q: 3 clusters Score -477078 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -477117.093750 Penalty: 2697.348877
	Iteration 15Q: 3 clusters Score -477117.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -477152.656250 Penalty: 2697.348877
	Iteration 16Q: 3 clusters Score -477152.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -477193.406250 Penalty: 2697.348877
	Iteration 17Q: 3 clusters Score -477193.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -477234.062500 Penalty: 2697.348877
	Iteration 18Q: 3 clusters Score -477234.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -477282.312500 Penalty: 2697.348877
	Iteration 19Q: 3 clusters Score -477282.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -477321.531250 Penalty: 2697.348877
	Iteration 20F: 3 clusters Score -477321.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -477341.375000 Penalty: 2697.348877
	Iteration 21Q: 3 clusters Score -477341.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -477364.875000 Penalty: 2697.348877
	Iteration 22Q: 3 clusters Score -477364.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -477390.468750 Penalty: 2697.348877
	Iteration 23Q: 3 clusters Score -477390.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -477414.906250 Penalty: 2697.348877
	Iteration 24Q: 3 clusters Score -477414.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -477436.593750 Penalty: 2697.348877
	Iteration 25Q: 3 clusters Score -477436.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -477454.718750 Penalty: 2697.348877
	Iteration 26Q: 3 clusters Score -477454.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -477469.468750 Penalty: 2697.348877
	Iteration 27Q: 3 clusters Score -477469.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -477481.437500 Penalty: 2697.348877
	Iteration 28Q: 3 clusters Score -477481.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -477494.937500 Penalty: 2697.348877
	Iteration 29Q: 3 clusters Score -477494.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -477504.375000 Penalty: 2697.348877
	Iteration 30Q: 3 clusters Score -477504.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -477511.250000 Penalty: 2697.348877
	Iteration 31Q: 3 clusters Score -477511.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -477518.468750 Penalty: 2697.348877
	Iteration 32Q: 3 clusters Score -477518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -477526.718750 Penalty: 2697.348877
	Iteration 33Q: 3 clusters Score -477526.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -477532.031250 Penalty: 2697.348877
	Iteration 34Q: 3 clusters Score -477532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -477539.031250 Penalty: 2697.348877
	Iteration 35Q: 3 clusters Score -477539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -477541.125000 Penalty: 2697.348877
	Iteration 36Q: 3 clusters Score -477541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -477543.593750 Penalty: 2697.348877
	Iteration 37Q: 3 clusters Score -477543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -477547.593750 Penalty: 2697.348877
	Iteration 38Q: 3 clusters Score -477547.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -477552.500000 Penalty: 2697.348877
	Iteration 39Q: 3 clusters Score -477552.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -477557.343750 Penalty: 2697.348877
	Iteration 40F: 3 clusters Score -477557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -477559.968750 Penalty: 2697.348877
	Iteration 41Q: 3 clusters Score -477560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -477562.031250 Penalty: 2697.348877
	Iteration 42Q: 3 clusters Score -477562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -477562.062500 Penalty: 2697.348877
	Iteration 43Q: 3 clusters Score -477562.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -477563.656250 Penalty: 2697.348877
	Iteration 44Q: 3 clusters Score -477563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -477563.843750 Penalty: 2697.348877
	Iteration 45Q: 3 clusters Score -477563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -477563.812500 Penalty: 2697.348877
	Iteration 46Q: 3 clusters Score -477563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -477563.812500 Penalty: 2697.348877
	Iteration 47F: 3 clusters Score -477563.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99967 members 
Entering Unmasked Estep 
Score: -11695588.000000 Penalty: 1870.796753
	Iteration 0F: 2 clusters Score -1.169559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -11631954.000000 Penalty: 3741.593506
	Iteration 0F: 3 clusters Score -1.163195e+07 nChanged 47725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -11660336.000000 Penalty: 3741.593506
	Iteration 1F: 3 clusters Score -1.166034e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -11662408.000000 Penalty: 3741.593506
	Iteration 2Q: 3 clusters Score -1.166241e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -11666143.000000 Penalty: 3741.593506
	Iteration 3F: 3 clusters Score -1.166614e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -11672330.000000 Penalty: 3741.593506
	Iteration 4F: 3 clusters Score -1.167233e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -11680705.000000 Penalty: 3741.593506
	Iteration 5F: 3 clusters Score -1.16807e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -11688094.000000 Penalty: 3741.593506
	Iteration 6F: 3 clusters Score -1.168809e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -11691887.000000 Penalty: 3741.593506
	Iteration 7Q: 3 clusters Score -1.169189e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -11693306.000000 Penalty: 3741.593506
	Iteration 8Q: 3 clusters Score -1.169331e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -11693824.000000 Penalty: 3741.593506
	Iteration 9Q: 3 clusters Score -1.169382e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -11694027.000000 Penalty: 3741.593506
	Iteration 10Q: 3 clusters Score -1.169403e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 99332 members 
Entering Unmasked Estep 
Score: -11694126.000000 Penalty: 3741.593506
	Iteration 11Q: 3 clusters Score -1.169413e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -11694166.000000 Penalty: 3741.593506
	Iteration 12Q: 3 clusters Score -1.169417e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 99315 members 
Entering Unmasked Estep 
Score: -11694215.000000 Penalty: 3741.593506
	Iteration 13Q: 3 clusters Score -1.169422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -11694224.000000 Penalty: 3741.593506
	Iteration 14Q: 3 clusters Score -1.169422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -11694241.000000 Penalty: 3741.593506
	Iteration 15Q: 3 clusters Score -1.169424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 99298 members 
Entering Unmasked Estep 
Score: -11694240.000000 Penalty: 3741.593506
	Iteration 16Q: 3 clusters Score -1.169424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -11694264.000000 Penalty: 3741.593506
	Iteration 17Q: 3 clusters Score -1.169426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -11694265.000000 Penalty: 3741.593506
	Iteration 18Q: 3 clusters Score -1.169426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -11694266.000000 Penalty: 3741.593506
	Iteration 19Q: 3 clusters Score -1.169427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -11694258.000000 Penalty: 3741.593506
	Iteration 20F: 3 clusters Score -1.169426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -11694263.000000 Penalty: 3741.593506
	Iteration 21Q: 3 clusters Score -1.169426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -11694261.000000 Penalty: 3741.593506
	Iteration 22Q: 3 clusters Score -1.169426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -11694262.000000 Penalty: 3741.593506
	Iteration 23Q: 3 clusters Score -1.169426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -11694271.000000 Penalty: 3741.593506
	Iteration 24Q: 3 clusters Score -1.169427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -11694275.000000 Penalty: 3741.593506
	Iteration 25Q: 3 clusters Score -1.169428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 99296 members 
Entering Unmasked Estep 
Score: -11694275.000000 Penalty: 3741.593506
	Iteration 26Q: 3 clusters Score -1.169428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -11694264.000000 Penalty: 3741.593506
	Iteration 27Q: 3 clusters Score -1.169426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -11694263.000000 Penalty: 3741.593506
	Iteration 28Q: 3 clusters Score -1.169426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -11694265.000000 Penalty: 3741.593506
	Iteration 29Q: 3 clusters Score -1.169426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -11694262.000000 Penalty: 3741.593506
	Iteration 30Q: 3 clusters Score -1.169426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -11694262.000000 Penalty: 3741.593506
	Iteration 31F: 3 clusters Score -1.169426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (129264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129264 members 
Entering Unmasked Estep 
Score: -14856075.000000 Penalty: 1912.562012
	Iteration 0F: 2 clusters Score -1.485608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -14774632.000000 Penalty: 3825.124023
	Iteration 0F: 3 clusters Score -1.477463e+07 nChanged 62040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
Score: -14810576.000000 Penalty: 3825.124023
	Iteration 1F: 3 clusters Score -1.481058e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -14811663.000000 Penalty: 3825.124023
	Iteration 2Q: 3 clusters Score -1.481166e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -14813139.000000 Penalty: 3825.124023
	Iteration 3Q: 3 clusters Score -1.481314e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -14815468.000000 Penalty: 3825.124023
	Iteration 4Q: 3 clusters Score -1.481547e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -14819266.000000 Penalty: 3825.124023
	Iteration 5F: 3 clusters Score -1.481927e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -14825905.000000 Penalty: 3825.124023
	Iteration 6F: 3 clusters Score -1.48259e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -14835318.000000 Penalty: 3825.124023
	Iteration 7F: 3 clusters Score -1.483532e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114294 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -14844569.000000 Penalty: 3825.124023
	Iteration 8F: 3 clusters Score -1.484457e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121846 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -14850345.000000 Penalty: 3825.124023
	Iteration 9F: 3 clusters Score -1.485034e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125959 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -14852967.000000 Penalty: 3825.124023
	Iteration 10Q: 3 clusters Score -1.485297e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127656 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14853882.000000 Penalty: 3825.124023
	Iteration 11Q: 3 clusters Score -1.485388e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128315 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14854261.000000 Penalty: 3825.124023
	Iteration 12Q: 3 clusters Score -1.485426e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128567 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -14854419.000000 Penalty: 3825.124023
	Iteration 13Q: 3 clusters Score -1.485442e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128676 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14854504.000000 Penalty: 3825.124023
	Iteration 14Q: 3 clusters Score -1.48545e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128738 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -14854545.000000 Penalty: 3825.124023
	Iteration 15Q: 3 clusters Score -1.485454e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128777 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -14854587.000000 Penalty: 3825.124023
	Iteration 16Q: 3 clusters Score -1.485459e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128808 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -14854589.000000 Penalty: 3825.124023
	Iteration 17Q: 3 clusters Score -1.485459e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128821 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -14854608.000000 Penalty: 3825.124023
	Iteration 18Q: 3 clusters Score -1.485461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128830 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -14854598.000000 Penalty: 3825.124023
	Iteration 19Q: 3 clusters Score -1.48546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128836 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14854608.000000 Penalty: 3825.124023
	Iteration 20F: 3 clusters Score -1.485461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128840 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14854615.000000 Penalty: 3825.124023
	Iteration 21Q: 3 clusters Score -1.485462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128846 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -14854602.000000 Penalty: 3825.124023
	Iteration 22Q: 3 clusters Score -1.48546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128851 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -14854616.000000 Penalty: 3825.124023
	Iteration 23Q: 3 clusters Score -1.485462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128855 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -14854597.000000 Penalty: 3825.124023
	Iteration 24Q: 3 clusters Score -1.48546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128859 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -14854611.000000 Penalty: 3825.124023
	Iteration 25Q: 3 clusters Score -1.485461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128859 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -14854604.000000 Penalty: 3825.124023
	Iteration 26Q: 3 clusters Score -1.48546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128861 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -14854607.000000 Penalty: 3825.124023
	Iteration 27Q: 3 clusters Score -1.485461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128865 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -14854612.000000 Penalty: 3825.124023
	Iteration 28Q: 3 clusters Score -1.485461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14854613.000000 Penalty: 3825.124023
	Iteration 29Q: 3 clusters Score -1.485461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128872 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -14854617.000000 Penalty: 3825.124023
	Iteration 30Q: 3 clusters Score -1.485462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128876 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -14854627.000000 Penalty: 3825.124023
	Iteration 31Q: 3 clusters Score -1.485463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128882 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -14854642.000000 Penalty: 3825.124023
	Iteration 32Q: 3 clusters Score -1.485464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128888 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -14854655.000000 Penalty: 3825.124023
	Iteration 33Q: 3 clusters Score -1.485466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128891 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -14854639.000000 Penalty: 3825.124023
	Iteration 34Q: 3 clusters Score -1.485464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128893 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14854631.000000 Penalty: 3825.124023
	Iteration 35Q: 3 clusters Score -1.485463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128894 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -14854624.000000 Penalty: 3825.124023
	Iteration 36Q: 3 clusters Score -1.485462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128895 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14854618.000000 Penalty: 3825.124023
	Iteration 37Q: 3 clusters Score -1.485462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128896 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -14854620.000000 Penalty: 3825.124023
	Iteration 38Q: 3 clusters Score -1.485462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128897 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14854624.000000 Penalty: 3825.124023
	Iteration 39Q: 3 clusters Score -1.485462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128897 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14854624.000000 Penalty: 3825.124023
	Iteration 40F: 3 clusters Score -1.485462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -368880.375000 Penalty: 1310.911743
	Iteration 0F: 2 clusters Score -368880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -366084.593750 Penalty: 2621.823486
	Iteration 0F: 3 clusters Score -366084.6 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -366715.562500 Penalty: 2621.823486
	Iteration 1F: 3 clusters Score -366715.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -366824.656250 Penalty: 2621.823486
	Iteration 2F: 3 clusters Score -366824.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -366901.125000 Penalty: 2621.823486
	Iteration 3Q: 3 clusters Score -366901.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -366958.125000 Penalty: 2621.823486
	Iteration 4Q: 3 clusters Score -366958.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -367016.437500 Penalty: 2621.823486
	Iteration 5Q: 3 clusters Score -367016.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -367066.750000 Penalty: 2621.823486
	Iteration 6Q: 3 clusters Score -367066.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -367107.781250 Penalty: 2621.823486
	Iteration 7Q: 3 clusters Score -367107.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -367139.812500 Penalty: 2621.823486
	Iteration 8Q: 3 clusters Score -367139.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -367169.375000 Penalty: 2621.823486
	Iteration 9Q: 3 clusters Score -367169.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -367194.593750 Penalty: 2621.823486
	Iteration 10Q: 3 clusters Score -367194.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -367216.718750 Penalty: 2621.823486
	Iteration 11Q: 3 clusters Score -367216.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -367240.187500 Penalty: 2621.823486
	Iteration 12Q: 3 clusters Score -367240.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -367258.656250 Penalty: 2621.823486
	Iteration 13Q: 3 clusters Score -367258.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -367277.531250 Penalty: 2621.823486
	Iteration 14Q: 3 clusters Score -367277.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -367292.937500 Penalty: 2621.823486
	Iteration 15Q: 3 clusters Score -367292.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -367305.718750 Penalty: 2621.823486
	Iteration 16Q: 3 clusters Score -367305.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -367320.718750 Penalty: 2621.823486
	Iteration 17Q: 3 clusters Score -367320.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -367332.093750 Penalty: 2621.823486
	Iteration 18Q: 3 clusters Score -367332.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -367345.187500 Penalty: 2621.823486
	Iteration 19Q: 3 clusters Score -367345.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -367354.468750 Penalty: 2621.823486
	Iteration 20F: 3 clusters Score -367354.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -367363.968750 Penalty: 2621.823486
	Iteration 21Q: 3 clusters Score -367364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -367373.500000 Penalty: 2621.823486
	Iteration 22Q: 3 clusters Score -367373.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -367384.031250 Penalty: 2621.823486
	Iteration 23Q: 3 clusters Score -367384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -367395.125000 Penalty: 2621.823486
	Iteration 24Q: 3 clusters Score -367395.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -367402.218750 Penalty: 2621.823486
	Iteration 25Q: 3 clusters Score -367402.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -367408.500000 Penalty: 2621.823486
	Iteration 26Q: 3 clusters Score -367408.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -367411.312500 Penalty: 2621.823486
	Iteration 27Q: 3 clusters Score -367411.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -367415.062500 Penalty: 2621.823486
	Iteration 28Q: 3 clusters Score -367415.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -367419.875000 Penalty: 2621.823486
	Iteration 29Q: 3 clusters Score -367419.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -367424.687500 Penalty: 2621.823486
	Iteration 30Q: 3 clusters Score -367424.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -367430.718750 Penalty: 2621.823486
	Iteration 31Q: 3 clusters Score -367430.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -367434.843750 Penalty: 2621.823486
	Iteration 32Q: 3 clusters Score -367434.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -367438.125000 Penalty: 2621.823486
	Iteration 33Q: 3 clusters Score -367438.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -367441.750000 Penalty: 2621.823486
	Iteration 34Q: 3 clusters Score -367441.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -367446.312500 Penalty: 2621.823486
	Iteration 35Q: 3 clusters Score -367446.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -367450.250000 Penalty: 2621.823486
	Iteration 36Q: 3 clusters Score -367450.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -367451.562500 Penalty: 2621.823486
	Iteration 37Q: 3 clusters Score -367451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -367453.562500 Penalty: 2621.823486
	Iteration 38Q: 3 clusters Score -367453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -367453.656250 Penalty: 2621.823486
	Iteration 39Q: 3 clusters Score -367453.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -367455.125000 Penalty: 2621.823486
	Iteration 40F: 3 clusters Score -367455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -367454.843750 Penalty: 2621.823486
	Iteration 41Q: 3 clusters Score -367454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -367456.562500 Penalty: 2621.823486
	Iteration 42Q: 3 clusters Score -367456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -367456.906250 Penalty: 2621.823486
	Iteration 43Q: 3 clusters Score -367456.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -367458.312500 Penalty: 2621.823486
	Iteration 44Q: 3 clusters Score -367458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -367457.937500 Penalty: 2621.823486
	Iteration 45Q: 3 clusters Score -367457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -367458.625000 Penalty: 2621.823486
	Iteration 46Q: 3 clusters Score -367458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -367458.875000 Penalty: 2621.823486
	Iteration 47Q: 3 clusters Score -367458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -367458.875000 Penalty: 2621.823486
	Iteration 48F: 3 clusters Score -367458.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (95795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Entering Unmasked Estep 
Score: -11187415.000000 Penalty: 1863.869507
	Iteration 0F: 2 clusters Score -1.118742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -11125630.000000 Penalty: 3727.739014
	Iteration 0F: 3 clusters Score -1.112563e+07 nChanged 45572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -11151687.000000 Penalty: 3727.739014
	Iteration 1F: 3 clusters Score -1.115169e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -11152218.000000 Penalty: 3727.739014
	Iteration 2Q: 3 clusters Score -1.115222e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -11152743.000000 Penalty: 3727.739014
	Iteration 3Q: 3 clusters Score -1.115274e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -11153303.000000 Penalty: 3727.739014
	Iteration 4Q: 3 clusters Score -1.11533e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -11153968.000000 Penalty: 3727.739014
	Iteration 5Q: 3 clusters Score -1.115397e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -11154880.000000 Penalty: 3727.739014
	Iteration 6Q: 3 clusters Score -1.115488e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -11156214.000000 Penalty: 3727.739014
	Iteration 7Q: 3 clusters Score -1.115621e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -11158384.000000 Penalty: 3727.739014
	Iteration 8Q: 3 clusters Score -1.115838e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -11161546.000000 Penalty: 3727.739014
	Iteration 9Q: 3 clusters Score -1.116155e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -11165163.000000 Penalty: 3727.739014
	Iteration 10F: 3 clusters Score -1.116516e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -11168761.000000 Penalty: 3727.739014
	Iteration 11F: 3 clusters Score -1.116876e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -11171997.000000 Penalty: 3727.739014
	Iteration 12F: 3 clusters Score -1.1172e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -11174319.000000 Penalty: 3727.739014
	Iteration 13Q: 3 clusters Score -1.117432e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -11175684.000000 Penalty: 3727.739014
	Iteration 14Q: 3 clusters Score -1.117568e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -11176436.000000 Penalty: 3727.739014
	Iteration 15Q: 3 clusters Score -1.117644e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -11176892.000000 Penalty: 3727.739014
	Iteration 16Q: 3 clusters Score -1.117689e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -11177149.000000 Penalty: 3727.739014
	Iteration 17Q: 3 clusters Score -1.117715e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -11177388.000000 Penalty: 3727.739014
	Iteration 18Q: 3 clusters Score -1.117739e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -11177582.000000 Penalty: 3727.739014
	Iteration 19Q: 3 clusters Score -1.117758e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -11177774.000000 Penalty: 3727.739014
	Iteration 20F: 3 clusters Score -1.117777e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -11178050.000000 Penalty: 3727.739014
	Iteration 21Q: 3 clusters Score -1.117805e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -11178256.000000 Penalty: 3727.739014
	Iteration 22Q: 3 clusters Score -1.117826e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74788 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -11178491.000000 Penalty: 3727.739014
	Iteration 23Q: 3 clusters Score -1.117849e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -11178692.000000 Penalty: 3727.739014
	Iteration 24Q: 3 clusters Score -1.117869e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -11178925.000000 Penalty: 3727.739014
	Iteration 25Q: 3 clusters Score -1.117892e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -11179175.000000 Penalty: 3727.739014
	Iteration 26Q: 3 clusters Score -1.117918e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -11179388.000000 Penalty: 3727.739014
	Iteration 27Q: 3 clusters Score -1.117939e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -11179629.000000 Penalty: 3727.739014
	Iteration 28Q: 3 clusters Score -1.117963e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -11179926.000000 Penalty: 3727.739014
	Iteration 29Q: 3 clusters Score -1.117993e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -11180231.000000 Penalty: 3727.739014
	Iteration 30Q: 3 clusters Score -1.118023e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82897 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -11180598.000000 Penalty: 3727.739014
	Iteration 31Q: 3 clusters Score -1.11806e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -11180952.000000 Penalty: 3727.739014
	Iteration 32Q: 3 clusters Score -1.118095e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -11181303.000000 Penalty: 3727.739014
	Iteration 33Q: 3 clusters Score -1.11813e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -11181658.000000 Penalty: 3727.739014
	Iteration 34Q: 3 clusters Score -1.118166e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -11182042.000000 Penalty: 3727.739014
	Iteration 35Q: 3 clusters Score -1.118204e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -11182430.000000 Penalty: 3727.739014
	Iteration 36Q: 3 clusters Score -1.118243e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -11182833.000000 Penalty: 3727.739014
	Iteration 37Q: 3 clusters Score -1.118283e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -11183229.000000 Penalty: 3727.739014
	Iteration 38Q: 3 clusters Score -1.118323e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -11183547.000000 Penalty: 3727.739014
	Iteration 39Q: 3 clusters Score -1.118355e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -11183849.000000 Penalty: 3727.739014
	Iteration 40F: 3 clusters Score -1.118385e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -11184082.000000 Penalty: 3727.739014
	Iteration 41Q: 3 clusters Score -1.118408e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92379 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -11184300.000000 Penalty: 3727.739014
	Iteration 42Q: 3 clusters Score -1.11843e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92802 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -11184491.000000 Penalty: 3727.739014
	Iteration 43Q: 3 clusters Score -1.118449e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93164 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -11184663.000000 Penalty: 3727.739014
	Iteration 44Q: 3 clusters Score -1.118466e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -11184832.000000 Penalty: 3727.739014
	Iteration 45Q: 3 clusters Score -1.118483e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -11184984.000000 Penalty: 3727.739014
	Iteration 46Q: 3 clusters Score -1.118498e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -11185108.000000 Penalty: 3727.739014
	Iteration 47Q: 3 clusters Score -1.118511e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -11185158.000000 Penalty: 3727.739014
	Iteration 48Q: 3 clusters Score -1.118516e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -11185204.000000 Penalty: 3727.739014
	Iteration 49Q: 3 clusters Score -1.11852e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11185254.000000 Penalty: 3727.739014
	Iteration 50Q: 3 clusters Score -1.118525e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11185323.000000 Penalty: 3727.739014
	Iteration 51Q: 3 clusters Score -1.118532e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11185378.000000 Penalty: 3727.739014
	Iteration 52Q: 3 clusters Score -1.118538e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94594 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -11185407.000000 Penalty: 3727.739014
	Iteration 53Q: 3 clusters Score -1.118541e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -11185416.000000 Penalty: 3727.739014
	Iteration 54Q: 3 clusters Score -1.118542e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11185448.000000 Penalty: 3727.739014
	Iteration 55Q: 3 clusters Score -1.118545e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11185461.000000 Penalty: 3727.739014
	Iteration 56Q: 3 clusters Score -1.118546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94761 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11185465.000000 Penalty: 3727.739014
	Iteration 57Q: 3 clusters Score -1.118546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11185476.000000 Penalty: 3727.739014
	Iteration 58Q: 3 clusters Score -1.118548e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11185505.000000 Penalty: 3727.739014
	Iteration 59Q: 3 clusters Score -1.11855e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11185515.000000 Penalty: 3727.739014
	Iteration 60F: 3 clusters Score -1.118552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94886 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11185550.000000 Penalty: 3727.739014
	Iteration 61Q: 3 clusters Score -1.118555e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11185538.000000 Penalty: 3727.739014
	Iteration 62Q: 3 clusters Score -1.118554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11185545.000000 Penalty: 3727.739014
	Iteration 63Q: 3 clusters Score -1.118554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94938 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11185543.000000 Penalty: 3727.739014
	Iteration 64Q: 3 clusters Score -1.118554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11185540.000000 Penalty: 3727.739014
	Iteration 65Q: 3 clusters Score -1.118554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94952 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11185542.000000 Penalty: 3727.739014
	Iteration 66Q: 3 clusters Score -1.118554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11185547.000000 Penalty: 3727.739014
	Iteration 67Q: 3 clusters Score -1.118555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11185556.000000 Penalty: 3727.739014
	Iteration 68Q: 3 clusters Score -1.118556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94975 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11185555.000000 Penalty: 3727.739014
	Iteration 69Q: 3 clusters Score -1.118556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11185573.000000 Penalty: 3727.739014
	Iteration 70Q: 3 clusters Score -1.118557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94988 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11185567.000000 Penalty: 3727.739014
	Iteration 71Q: 3 clusters Score -1.118557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11185575.000000 Penalty: 3727.739014
	Iteration 72Q: 3 clusters Score -1.118558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95006 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11185591.000000 Penalty: 3727.739014
	Iteration 73Q: 3 clusters Score -1.118559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11185601.000000 Penalty: 3727.739014
	Iteration 74Q: 3 clusters Score -1.11856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95029 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11185600.000000 Penalty: 3727.739014
	Iteration 75Q: 3 clusters Score -1.11856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95040 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11185608.000000 Penalty: 3727.739014
	Iteration 76Q: 3 clusters Score -1.118561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11185620.000000 Penalty: 3727.739014
	Iteration 77Q: 3 clusters Score -1.118562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11185617.000000 Penalty: 3727.739014
	Iteration 78Q: 3 clusters Score -1.118562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11185628.000000 Penalty: 3727.739014
	Iteration 79Q: 3 clusters Score -1.118563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -11185642.000000 Penalty: 3727.739014
	Iteration 80F: 3 clusters Score -1.118564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -11185653.000000 Penalty: 3727.739014
	Iteration 81Q: 3 clusters Score -1.118565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11185658.000000 Penalty: 3727.739014
	Iteration 82Q: 3 clusters Score -1.118566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95088 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11185656.000000 Penalty: 3727.739014
	Iteration 83Q: 3 clusters Score -1.118566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11185656.000000 Penalty: 3727.739014
	Iteration 84Q: 3 clusters Score -1.118566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11185659.000000 Penalty: 3727.739014
	Iteration 85Q: 3 clusters Score -1.118566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -11185660.000000 Penalty: 3727.739014
	Iteration 86Q: 3 clusters Score -1.118566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -11185663.000000 Penalty: 3727.739014
	Iteration 87Q: 3 clusters Score -1.118566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -11185662.000000 Penalty: 3727.739014
	Iteration 88Q: 3 clusters Score -1.118566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11185662.000000 Penalty: 3727.739014
	Iteration 89Q: 3 clusters Score -1.118566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -11185662.000000 Penalty: 3727.739014
	Iteration 90Q: 3 clusters Score -1.118566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95110 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11185665.000000 Penalty: 3727.739014
	Iteration 91Q: 3 clusters Score -1.118566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -11185674.000000 Penalty: 3727.739014
	Iteration 92Q: 3 clusters Score -1.118567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11185676.000000 Penalty: 3727.739014
	Iteration 93Q: 3 clusters Score -1.118568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11185683.000000 Penalty: 3727.739014
	Iteration 94Q: 3 clusters Score -1.118568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95123 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -11185682.000000 Penalty: 3727.739014
	Iteration 95Q: 3 clusters Score -1.118568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95123 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -11185691.000000 Penalty: 3727.739014
	Iteration 96Q: 3 clusters Score -1.118569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11185695.000000 Penalty: 3727.739014
	Iteration 97Q: 3 clusters Score -1.11857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95129 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11185695.000000 Penalty: 3727.739014
	Iteration 98Q: 3 clusters Score -1.11857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11185700.000000 Penalty: 3727.739014
	Iteration 99Q: 3 clusters Score -1.11857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11185698.000000 Penalty: 3727.739014
	Iteration 100F: 3 clusters Score -1.11857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11185701.000000 Penalty: 3727.739014
	Iteration 101Q: 3 clusters Score -1.11857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95134 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11185707.000000 Penalty: 3727.739014
	Iteration 102Q: 3 clusters Score -1.118571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11185707.000000 Penalty: 3727.739014
	Iteration 103Q: 3 clusters Score -1.118571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95135 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11185707.000000 Penalty: 3727.739014
	Iteration 104F: 3 clusters Score -1.118571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -328030.062500 Penalty: 1292.185669
	Iteration 0F: 2 clusters Score -328030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -325443.281250 Penalty: 2584.371338
	Iteration 0F: 3 clusters Score -325443.3 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -326028.000000 Penalty: 2584.371338
	Iteration 1F: 3 clusters Score -326028 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -326142.500000 Penalty: 2584.371338
	Iteration 2F: 3 clusters Score -326142.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -326223.656250 Penalty: 2584.371338
	Iteration 3Q: 3 clusters Score -326223.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -326288.531250 Penalty: 2584.371338
	Iteration 4Q: 3 clusters Score -326288.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -326340.750000 Penalty: 2584.371338
	Iteration 5Q: 3 clusters Score -326340.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -326389.093750 Penalty: 2584.371338
	Iteration 6Q: 3 clusters Score -326389.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -326427.968750 Penalty: 2584.371338
	Iteration 7Q: 3 clusters Score -326428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -326449.843750 Penalty: 2584.371338
	Iteration 8Q: 3 clusters Score -326449.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -326466.812500 Penalty: 2584.371338
	Iteration 9Q: 3 clusters Score -326466.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -326483.875000 Penalty: 2584.371338
	Iteration 10Q: 3 clusters Score -326483.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -326496.968750 Penalty: 2584.371338
	Iteration 11Q: 3 clusters Score -326497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -326507.062500 Penalty: 2584.371338
	Iteration 12Q: 3 clusters Score -326507.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -326517.875000 Penalty: 2584.371338
	Iteration 13Q: 3 clusters Score -326517.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -326525.093750 Penalty: 2584.371338
	Iteration 14Q: 3 clusters Score -326525.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -326531.593750 Penalty: 2584.371338
	Iteration 15Q: 3 clusters Score -326531.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -326542.000000 Penalty: 2584.371338
	Iteration 16Q: 3 clusters Score -326542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -326551.656250 Penalty: 2584.371338
	Iteration 17Q: 3 clusters Score -326551.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -326561.437500 Penalty: 2584.371338
	Iteration 18Q: 3 clusters Score -326561.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -326569.156250 Penalty: 2584.371338
	Iteration 19Q: 3 clusters Score -326569.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -326574.718750 Penalty: 2584.371338
	Iteration 20F: 3 clusters Score -326574.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -326577.750000 Penalty: 2584.371338
	Iteration 21Q: 3 clusters Score -326577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -326579.906250 Penalty: 2584.371338
	Iteration 22Q: 3 clusters Score -326579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -326581.687500 Penalty: 2584.371338
	Iteration 23Q: 3 clusters Score -326581.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -326581.687500 Penalty: 2584.371338
	Iteration 24F: 3 clusters Score -326581.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -1008948.375000 Penalty: 1475.000000
	Iteration 0F: 2 clusters Score -1008948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1002597.312500 Penalty: 2950.000000
	Iteration 0F: 3 clusters Score -1002597 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1004598.562500 Penalty: 2950.000000
	Iteration 1F: 3 clusters Score -1004599 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1004791.812500 Penalty: 2950.000000
	Iteration 2F: 3 clusters Score -1004792 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1004943.125000 Penalty: 2950.000000
	Iteration 3Q: 3 clusters Score -1004943 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1005070.500000 Penalty: 2950.000000
	Iteration 4Q: 3 clusters Score -1005070 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1005191.625000 Penalty: 2950.000000
	Iteration 5Q: 3 clusters Score -1005192 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1005299.000000 Penalty: 2950.000000
	Iteration 6Q: 3 clusters Score -1005299 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1005443.500000 Penalty: 2950.000000
	Iteration 7Q: 3 clusters Score -1005444 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1005642.937500 Penalty: 2950.000000
	Iteration 8Q: 3 clusters Score -1005643 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1005867.625000 Penalty: 2950.000000
	Iteration 9Q: 3 clusters Score -1005868 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1006113.187500 Penalty: 2950.000000
	Iteration 10Q: 3 clusters Score -1006113 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1006339.625000 Penalty: 2950.000000
	Iteration 11Q: 3 clusters Score -1006340 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1006556.875000 Penalty: 2950.000000
	Iteration 12Q: 3 clusters Score -1006557 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1006754.687500 Penalty: 2950.000000
	Iteration 13Q: 3 clusters Score -1006755 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1006932.812500 Penalty: 2950.000000
	Iteration 14Q: 3 clusters Score -1006933 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1007111.750000 Penalty: 2950.000000
	Iteration 15Q: 3 clusters Score -1007112 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1007251.062500 Penalty: 2950.000000
	Iteration 16Q: 3 clusters Score -1007251 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1007366.250000 Penalty: 2950.000000
	Iteration 17Q: 3 clusters Score -1007366 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1007444.062500 Penalty: 2950.000000
	Iteration 18Q: 3 clusters Score -1007444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1007502.312500 Penalty: 2950.000000
	Iteration 19Q: 3 clusters Score -1007502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1007547.500000 Penalty: 2950.000000
	Iteration 20F: 3 clusters Score -1007548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1007577.187500 Penalty: 2950.000000
	Iteration 21Q: 3 clusters Score -1007577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1007595.312500 Penalty: 2950.000000
	Iteration 22Q: 3 clusters Score -1007595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1007612.062500 Penalty: 2950.000000
	Iteration 23Q: 3 clusters Score -1007612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1007622.875000 Penalty: 2950.000000
	Iteration 24Q: 3 clusters Score -1007623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1007631.937500 Penalty: 2950.000000
	Iteration 25Q: 3 clusters Score -1007632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1007639.500000 Penalty: 2950.000000
	Iteration 26Q: 3 clusters Score -1007640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1007643.250000 Penalty: 2950.000000
	Iteration 27Q: 3 clusters Score -1007643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1007647.750000 Penalty: 2950.000000
	Iteration 28Q: 3 clusters Score -1007648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1007652.375000 Penalty: 2950.000000
	Iteration 29Q: 3 clusters Score -1007652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1007652.562500 Penalty: 2950.000000
	Iteration 30Q: 3 clusters Score -1007653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1007654.250000 Penalty: 2950.000000
	Iteration 31Q: 3 clusters Score -1007654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1007654.250000 Penalty: 2950.000000
	Iteration 32F: 3 clusters Score -1007654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -118270.781250 Penalty: 1128.257446
	Iteration 0F: 2 clusters Score -118270.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116800.546875 Penalty: 2256.514893
	Iteration 0F: 3 clusters Score -116800.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117084.250000 Penalty: 2256.514893
	Iteration 1F: 3 clusters Score -117084.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117154.890625 Penalty: 2256.514893
	Iteration 2F: 3 clusters Score -117154.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117188.546875 Penalty: 2256.514893
	Iteration 3Q: 3 clusters Score -117188.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117212.164062 Penalty: 2256.514893
	Iteration 4Q: 3 clusters Score -117212.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117232.960938 Penalty: 2256.514893
	Iteration 5Q: 3 clusters Score -117233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117240.226562 Penalty: 2256.514893
	Iteration 6Q: 3 clusters Score -117240.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117247.648438 Penalty: 2256.514893
	Iteration 7Q: 3 clusters Score -117247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117250.000000 Penalty: 2256.514893
	Iteration 8Q: 3 clusters Score -117250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117250.992188 Penalty: 2256.514893
	Iteration 9Q: 3 clusters Score -117251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117251.718750 Penalty: 2256.514893
	Iteration 10Q: 3 clusters Score -117251.7 nChanged 1
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: -117251.789062 Penalty: 2256.514893
	Iteration 11Q: 3 clusters Score -117251.8 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: -117251.789062 Penalty: 2256.514893
	Iteration 12F: 3 clusters Score -117251.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (104192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104192 members 
Entering Unmasked Estep 
Score: -12187336.000000 Penalty: 1877.523438
	Iteration 0F: 2 clusters Score -1.218734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -12120651.000000 Penalty: 3755.046875
	Iteration 0F: 3 clusters Score -1.212065e+07 nChanged 49792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -12149806.000000 Penalty: 3755.046875
	Iteration 1F: 3 clusters Score -1.214981e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -12150869.000000 Penalty: 3755.046875
	Iteration 2Q: 3 clusters Score -1.215087e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -12152212.000000 Penalty: 3755.046875
	Iteration 3Q: 3 clusters Score -1.215221e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -12154307.000000 Penalty: 3755.046875
	Iteration 4Q: 3 clusters Score -1.215431e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -12157151.000000 Penalty: 3755.046875
	Iteration 5F: 3 clusters Score -1.215715e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -12160997.000000 Penalty: 3755.046875
	Iteration 6F: 3 clusters Score -1.2161e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -12165823.000000 Penalty: 3755.046875
	Iteration 7F: 3 clusters Score -1.216582e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -12170536.000000 Penalty: 3755.046875
	Iteration 8F: 3 clusters Score -1.217054e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -12174466.000000 Penalty: 3755.046875
	Iteration 9F: 3 clusters Score -1.217447e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -12177011.000000 Penalty: 3755.046875
	Iteration 10Q: 3 clusters Score -1.217701e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -12178545.000000 Penalty: 3755.046875
	Iteration 11Q: 3 clusters Score -1.217854e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88574 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -12179427.000000 Penalty: 3755.046875
	Iteration 12Q: 3 clusters Score -1.217943e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -12180083.000000 Penalty: 3755.046875
	Iteration 13Q: 3 clusters Score -1.218008e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -12180610.000000 Penalty: 3755.046875
	Iteration 14Q: 3 clusters Score -1.218061e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93541 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -12181028.000000 Penalty: 3755.046875
	Iteration 15Q: 3 clusters Score -1.218103e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94943 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -12181442.000000 Penalty: 3755.046875
	Iteration 16Q: 3 clusters Score -1.218144e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -12181941.000000 Penalty: 3755.046875
	Iteration 17Q: 3 clusters Score -1.218194e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -12182319.000000 Penalty: 3755.046875
	Iteration 18Q: 3 clusters Score -1.218232e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -12182679.000000 Penalty: 3755.046875
	Iteration 19Q: 3 clusters Score -1.218268e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -12183023.000000 Penalty: 3755.046875
	Iteration 20F: 3 clusters Score -1.218302e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100200 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -12183277.000000 Penalty: 3755.046875
	Iteration 21Q: 3 clusters Score -1.218328e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -12183696.000000 Penalty: 3755.046875
	Iteration 22Q: 3 clusters Score -1.21837e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -12184163.000000 Penalty: 3755.046875
	Iteration 23Q: 3 clusters Score -1.218416e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101897 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -12184508.000000 Penalty: 3755.046875
	Iteration 24Q: 3 clusters Score -1.218451e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -12184727.000000 Penalty: 3755.046875
	Iteration 25Q: 3 clusters Score -1.218473e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12184896.000000 Penalty: 3755.046875
	Iteration 26Q: 3 clusters Score -1.21849e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -12185065.000000 Penalty: 3755.046875
	Iteration 27Q: 3 clusters Score -1.218506e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -12185244.000000 Penalty: 3755.046875
	Iteration 28Q: 3 clusters Score -1.218524e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12185305.000000 Penalty: 3755.046875
	Iteration 29Q: 3 clusters Score -1.21853e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12185407.000000 Penalty: 3755.046875
	Iteration 30Q: 3 clusters Score -1.218541e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -12185466.000000 Penalty: 3755.046875
	Iteration 31Q: 3 clusters Score -1.218547e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12185482.000000 Penalty: 3755.046875
	Iteration 32Q: 3 clusters Score -1.218548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103440 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -12185501.000000 Penalty: 3755.046875
	Iteration 33Q: 3 clusters Score -1.21855e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -12185528.000000 Penalty: 3755.046875
	Iteration 34Q: 3 clusters Score -1.218553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -12185541.000000 Penalty: 3755.046875
	Iteration 35Q: 3 clusters Score -1.218554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103509 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12185541.000000 Penalty: 3755.046875
	Iteration 36Q: 3 clusters Score -1.218554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12185553.000000 Penalty: 3755.046875
	Iteration 37Q: 3 clusters Score -1.218555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12185545.000000 Penalty: 3755.046875
	Iteration 38Q: 3 clusters Score -1.218554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12185553.000000 Penalty: 3755.046875
	Iteration 39Q: 3 clusters Score -1.218555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12185561.000000 Penalty: 3755.046875
	Iteration 40F: 3 clusters Score -1.218556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103562 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -12185579.000000 Penalty: 3755.046875
	Iteration 41Q: 3 clusters Score -1.218558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103567 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -12185585.000000 Penalty: 3755.046875
	Iteration 42Q: 3 clusters Score -1.218558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103568 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12185590.000000 Penalty: 3755.046875
	Iteration 43Q: 3 clusters Score -1.218559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103573 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12185594.000000 Penalty: 3755.046875
	Iteration 44Q: 3 clusters Score -1.218559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12185589.000000 Penalty: 3755.046875
	Iteration 45Q: 3 clusters Score -1.218559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12185595.000000 Penalty: 3755.046875
	Iteration 46Q: 3 clusters Score -1.21856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -12185590.000000 Penalty: 3755.046875
	Iteration 47Q: 3 clusters Score -1.218559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12185614.000000 Penalty: 3755.046875
	Iteration 48Q: 3 clusters Score -1.218561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12185612.000000 Penalty: 3755.046875
	Iteration 49Q: 3 clusters Score -1.218561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103608 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -12185619.000000 Penalty: 3755.046875
	Iteration 50Q: 3 clusters Score -1.218562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103611 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12185619.000000 Penalty: 3755.046875
	Iteration 51Q: 3 clusters Score -1.218562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12185623.000000 Penalty: 3755.046875
	Iteration 52Q: 3 clusters Score -1.218562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12185623.000000 Penalty: 3755.046875
	Iteration 53F: 3 clusters Score -1.218562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -41046.082031 Penalty: 977.228760
	Iteration 0F: 2 clusters Score -41046.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40129.074219 Penalty: 1954.457520
	Iteration 0F: 3 clusters Score -40129.07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40360.007812 Penalty: 1954.457520
	Iteration 1F: 3 clusters Score -40360.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40441.507812 Penalty: 1954.457520
	Iteration 2F: 3 clusters Score -40441.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40467.226562 Penalty: 1954.457520
	Iteration 3Q: 3 clusters Score -40467.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40475.804688 Penalty: 1954.457520
	Iteration 4Q: 3 clusters Score -40475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40482.312500 Penalty: 1954.457520
	Iteration 5Q: 3 clusters Score -40482.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40486.312500 Penalty: 1954.457520
	Iteration 6Q: 3 clusters Score -40486.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40487.386719 Penalty: 1954.457520
	Iteration 7Q: 3 clusters Score -40487.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40487.386719 Penalty: 1954.457520
	Iteration 8F: 3 clusters Score -40487.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Entering Unmasked Estep 
Score: -1525033.625000 Penalty: 1539.826294
	Iteration 0F: 2 clusters Score -1525034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1515902.000000 Penalty: 3079.652588
	Iteration 0F: 3 clusters Score -1515902 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1518883.000000 Penalty: 3079.652588
	Iteration 1F: 3 clusters Score -1518883 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1519150.750000 Penalty: 3079.652588
	Iteration 2F: 3 clusters Score -1519151 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1519342.375000 Penalty: 3079.652588
	Iteration 3Q: 3 clusters Score -1519342 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1519490.500000 Penalty: 3079.652588
	Iteration 4Q: 3 clusters Score -1519490 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1519594.375000 Penalty: 3079.652588
	Iteration 5Q: 3 clusters Score -1519594 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1519673.250000 Penalty: 3079.652588
	Iteration 6Q: 3 clusters Score -1519673 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1519737.500000 Penalty: 3079.652588
	Iteration 7Q: 3 clusters Score -1519738 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1519798.375000 Penalty: 3079.652588
	Iteration 8Q: 3 clusters Score -1519798 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1519850.250000 Penalty: 3079.652588
	Iteration 9Q: 3 clusters Score -1519850 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1519904.875000 Penalty: 3079.652588
	Iteration 10Q: 3 clusters Score -1519905 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1519960.875000 Penalty: 3079.652588
	Iteration 11Q: 3 clusters Score -1519961 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1520022.875000 Penalty: 3079.652588
	Iteration 12Q: 3 clusters Score -1520023 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1520082.375000 Penalty: 3079.652588
	Iteration 13Q: 3 clusters Score -1520082 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1520175.500000 Penalty: 3079.652588
	Iteration 14Q: 3 clusters Score -1520176 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1520284.500000 Penalty: 3079.652588
	Iteration 15Q: 3 clusters Score -1520284 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1520404.625000 Penalty: 3079.652588
	Iteration 16Q: 3 clusters Score -1520405 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1520574.625000 Penalty: 3079.652588
	Iteration 17Q: 3 clusters Score -1520575 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1520818.250000 Penalty: 3079.652588
	Iteration 18Q: 3 clusters Score -1520818 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1521149.500000 Penalty: 3079.652588
	Iteration 19Q: 3 clusters Score -1521150 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1521574.625000 Penalty: 3079.652588
	Iteration 20F: 3 clusters Score -1521575 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1521985.750000 Penalty: 3079.652588
	Iteration 21Q: 3 clusters Score -1521986 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1522335.250000 Penalty: 3079.652588
	Iteration 22Q: 3 clusters Score -1522335 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1522587.000000 Penalty: 3079.652588
	Iteration 23Q: 3 clusters Score -1522587 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1522751.000000 Penalty: 3079.652588
	Iteration 24Q: 3 clusters Score -1522751 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1522879.000000 Penalty: 3079.652588
	Iteration 25Q: 3 clusters Score -1522879 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1522998.375000 Penalty: 3079.652588
	Iteration 26Q: 3 clusters Score -1522998 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1523092.250000 Penalty: 3079.652588
	Iteration 27Q: 3 clusters Score -1523092 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1523169.750000 Penalty: 3079.652588
	Iteration 28Q: 3 clusters Score -1523170 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1523238.875000 Penalty: 3079.652588
	Iteration 29Q: 3 clusters Score -1523239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1523287.125000 Penalty: 3079.652588
	Iteration 30Q: 3 clusters Score -1523287 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1523336.000000 Penalty: 3079.652588
	Iteration 31Q: 3 clusters Score -1523336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1523371.875000 Penalty: 3079.652588
	Iteration 32Q: 3 clusters Score -1523372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1523399.875000 Penalty: 3079.652588
	Iteration 33Q: 3 clusters Score -1523400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1523424.000000 Penalty: 3079.652588
	Iteration 34Q: 3 clusters Score -1523424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1523436.750000 Penalty: 3079.652588
	Iteration 35Q: 3 clusters Score -1523437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1523458.125000 Penalty: 3079.652588
	Iteration 36Q: 3 clusters Score -1523458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1523475.875000 Penalty: 3079.652588
	Iteration 37Q: 3 clusters Score -1523476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1523490.750000 Penalty: 3079.652588
	Iteration 38Q: 3 clusters Score -1523491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1523500.375000 Penalty: 3079.652588
	Iteration 39Q: 3 clusters Score -1523500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1523512.500000 Penalty: 3079.652588
	Iteration 40F: 3 clusters Score -1523512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1523523.375000 Penalty: 3079.652588
	Iteration 41Q: 3 clusters Score -1523523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1523545.375000 Penalty: 3079.652588
	Iteration 42Q: 3 clusters Score -1523545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1523561.875000 Penalty: 3079.652588
	Iteration 43Q: 3 clusters Score -1523562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1523577.375000 Penalty: 3079.652588
	Iteration 44Q: 3 clusters Score -1523577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1523582.625000 Penalty: 3079.652588
	Iteration 45Q: 3 clusters Score -1523583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1523589.875000 Penalty: 3079.652588
	Iteration 46Q: 3 clusters Score -1523590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1523589.125000 Penalty: 3079.652588
	Iteration 47Q: 3 clusters Score -1523589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1523594.375000 Penalty: 3079.652588
	Iteration 48Q: 3 clusters Score -1523594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1523598.375000 Penalty: 3079.652588
	Iteration 49Q: 3 clusters Score -1523598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1523598.250000 Penalty: 3079.652588
	Iteration 50Q: 3 clusters Score -1523598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1523599.875000 Penalty: 3079.652588
	Iteration 51Q: 3 clusters Score -1523600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1523600.125000 Penalty: 3079.652588
	Iteration 52Q: 3 clusters Score -1523600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1523601.375000 Penalty: 3079.652588
	Iteration 53Q: 3 clusters Score -1523601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1523601.000000 Penalty: 3079.652588
	Iteration 54Q: 3 clusters Score -1523601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1523603.000000 Penalty: 3079.652588
	Iteration 55Q: 3 clusters Score -1523603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1523602.000000 Penalty: 3079.652588
	Iteration 56Q: 3 clusters Score -1523602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1523603.125000 Penalty: 3079.652588
	Iteration 57Q: 3 clusters Score -1523603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1523603.250000 Penalty: 3079.652588
	Iteration 58Q: 3 clusters Score -1523603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1523602.125000 Penalty: 3079.652588
	Iteration 59Q: 3 clusters Score -1523602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1523602.625000 Penalty: 3079.652588
	Iteration 60F: 3 clusters Score -1523603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1523603.625000 Penalty: 3079.652588
	Iteration 61Q: 3 clusters Score -1523604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1523604.625000 Penalty: 3079.652588
	Iteration 62Q: 3 clusters Score -1523605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1523605.500000 Penalty: 3079.652588
	Iteration 63Q: 3 clusters Score -1523606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1523605.875000 Penalty: 3079.652588
	Iteration 64Q: 3 clusters Score -1523606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1523606.500000 Penalty: 3079.652588
	Iteration 65Q: 3 clusters Score -1523606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1523606.500000 Penalty: 3079.652588
	Iteration 66F: 3 clusters Score -1523606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 49653 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62000 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 72126 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5841 members 
Mstep: Class 11 contains 15968 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33141 members 
Mstep: Class 15 contains 3928 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3080 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 99967 members 
Mstep: Class 21 contains 129264 members 
Mstep: Class 22 contains 3188 members 
Mstep: Class 23 contains 95795 members 
Mstep: Class 24 contains 2841 members 
Mstep: Class 25 contains 8751 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104192 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210648.000000 Penalty: 63808.488281
Iteration 159Q: 30 clusters Score -8.621065e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4195 members 
Mstep: Class 4 contains 49847 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 61992 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 72119 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5840 members 
Mstep: Class 11 contains 15964 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33142 members 
Mstep: Class 15 contains 3930 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4001 members 
Mstep: Class 20 contains 99949 members 
Mstep: Class 21 contains 129283 members 
Mstep: Class 22 contains 3188 members 
Mstep: Class 23 contains 95650 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104173 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210520.000000 Penalty: 63808.488281
Iteration 160F: 30 clusters Score -8.621052e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4192 members 
Mstep: Class 4 contains 50009 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 61993 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72116 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5832 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33147 members 
Mstep: Class 15 contains 3929 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 99927 members 
Mstep: Class 21 contains 129305 members 
Mstep: Class 22 contains 3186 members 
Mstep: Class 23 contains 95524 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104163 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210648.000000 Penalty: 63808.488281
Iteration 161Q: 30 clusters Score -8.621065e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4188 members 
Mstep: Class 4 contains 50149 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 61996 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 72115 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33154 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 99896 members 
Mstep: Class 21 contains 129310 members 
Mstep: Class 22 contains 3183 members 
Mstep: Class 23 contains 95425 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104151 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210792.000000 Penalty: 63808.488281
Iteration 162Q: 30 clusters Score -8.621079e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4187 members 
Mstep: Class 4 contains 50268 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 62001 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72115 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5827 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33160 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3973 members 
Mstep: Class 20 contains 99860 members 
Mstep: Class 21 contains 129319 members 
Mstep: Class 22 contains 3180 members 
Mstep: Class 23 contains 95346 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104136 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210792.000000 Penalty: 63808.488281
Iteration 163Q: 30 clusters Score -8.621079e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4185 members 
Mstep: Class 4 contains 50413 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 62005 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72119 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5823 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33174 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3074 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 99827 members 
Mstep: Class 21 contains 129311 members 
Mstep: Class 22 contains 3175 members 
Mstep: Class 23 contains 95244 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8751 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104125 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210792.000000 Penalty: 63808.488281
Iteration 164Q: 30 clusters Score -8.621079e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 50551 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 62008 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72125 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5821 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33189 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3072 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3951 members 
Mstep: Class 20 contains 99794 members 
Mstep: Class 21 contains 129306 members 
Mstep: Class 22 contains 3166 members 
Mstep: Class 23 contains 95157 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8750 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104110 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210912.000000 Penalty: 63808.488281
Iteration 165Q: 30 clusters Score -8.621091e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 50663 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62011 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 72127 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5818 members 
Mstep: Class 11 contains 15973 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33195 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3950 members 
Mstep: Class 20 contains 99783 members 
Mstep: Class 21 contains 129313 members 
Mstep: Class 22 contains 3163 members 
Mstep: Class 23 contains 95063 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8749 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104089 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210984.000000 Penalty: 63808.488281
Iteration 166Q: 30 clusters Score -8.621098e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 50743 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62011 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72124 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5818 members 
Mstep: Class 11 contains 15973 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33200 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 99768 members 
Mstep: Class 21 contains 129323 members 
Mstep: Class 22 contains 3162 members 
Mstep: Class 23 contains 94991 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8748 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104084 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211192.000000 Penalty: 63808.488281
Iteration 167Q: 30 clusters Score -8.621119e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 50824 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62008 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72126 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5822 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33203 members 
Mstep: Class 15 contains 3930 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 99746 members 
Mstep: Class 21 contains 129328 members 
Mstep: Class 22 contains 3161 members 
Mstep: Class 23 contains 94934 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8747 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104083 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211176.000000 Penalty: 63808.488281
Iteration 168Q: 30 clusters Score -8.621118e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 50890 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62008 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72124 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5833 members 
Mstep: Class 11 contains 15958 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33205 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 99738 members 
Mstep: Class 21 contains 129323 members 
Mstep: Class 22 contains 3161 members 
Mstep: Class 23 contains 94892 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8746 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104075 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211152.000000 Penalty: 63808.488281
Iteration 169Q: 30 clusters Score -8.621115e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 50936 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62009 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72119 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5834 members 
Mstep: Class 11 contains 15950 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33206 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 99741 members 
Mstep: Class 21 contains 129325 members 
Mstep: Class 22 contains 3159 members 
Mstep: Class 23 contains 94861 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 8746 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104070 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211216.000000 Penalty: 63808.488281
Iteration 170Q: 30 clusters Score -8.621122e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 50990 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62009 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72113 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5837 members 
Mstep: Class 11 contains 15941 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33210 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 99746 members 
Mstep: Class 21 contains 129319 members 
Mstep: Class 22 contains 3157 members 
Mstep: Class 23 contains 94820 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 8747 members 
Mstep: Class 26 contains 1036 members 
Mstep: Class 27 contains 104068 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211072.000000 Penalty: 63808.488281
Iteration 171Q: 30 clusters Score -8.621107e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 51045 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62006 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 72103 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5835 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33210 members 
Mstep: Class 15 contains 3930 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 99746 members 
Mstep: Class 21 contains 129327 members 
Mstep: Class 22 contains 3154 members 
Mstep: Class 23 contains 94783 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 8748 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 104063 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211064.000000 Penalty: 63808.488281
Iteration 172Q: 30 clusters Score -8.621106e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 51114 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62004 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72095 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5837 members 
Mstep: Class 11 contains 15936 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33212 members 
Mstep: Class 15 contains 3930 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 99721 members 
Mstep: Class 21 contains 129336 members 
Mstep: Class 22 contains 3151 members 
Mstep: Class 23 contains 94745 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 8750 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104055 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211224.000000 Penalty: 63808.488281
Iteration 173Q: 30 clusters Score -8.621122e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4175 members 
Mstep: Class 4 contains 51172 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62008 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72090 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5836 members 
Mstep: Class 11 contains 15936 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33215 members 
Mstep: Class 15 contains 3929 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 99704 members 
Mstep: Class 21 contains 129334 members 
Mstep: Class 22 contains 3149 members 
Mstep: Class 23 contains 94705 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 8750 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104057 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211232.000000 Penalty: 63808.488281
Iteration 174Q: 30 clusters Score -8.621123e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 51222 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62015 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72081 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5835 members 
Mstep: Class 11 contains 15934 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33219 members 
Mstep: Class 15 contains 3929 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3945 members 
Mstep: Class 20 contains 99704 members 
Mstep: Class 21 contains 129330 members 
Mstep: Class 22 contains 3148 members 
Mstep: Class 23 contains 94650 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 8750 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104070 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211280.000000 Penalty: 63808.488281
Iteration 175Q: 30 clusters Score -8.621128e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 51264 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62021 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72074 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5837 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33226 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 99691 members 
Mstep: Class 21 contains 129326 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 94606 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8749 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104072 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211264.000000 Penalty: 63808.488281
Iteration 176Q: 30 clusters Score -8.621126e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 51325 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62023 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 72069 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5841 members 
Mstep: Class 11 contains 15944 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33231 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3951 members 
Mstep: Class 20 contains 99667 members 
Mstep: Class 21 contains 129327 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 94561 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 8749 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104063 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211272.000000 Penalty: 63808.488281
Iteration 177Q: 30 clusters Score -8.621127e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 51382 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62020 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 72065 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5841 members 
Mstep: Class 11 contains 15944 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33238 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 99657 members 
Mstep: Class 21 contains 129327 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 94508 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8748 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104068 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211352.000000 Penalty: 63808.488281
Iteration 178Q: 30 clusters Score -8.621135e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 51445 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62012 members 
Mstep: Class 7 contains 1294 members 
Mstep: Class 8 contains 72053 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5841 members 
Mstep: Class 11 contains 15942 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33237 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3948 members 
Mstep: Class 20 contains 99650 members 
Mstep: Class 21 contains 129331 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 94447 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8748 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104080 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211400.000000 Penalty: 63808.488281
Iteration 179Q: 30 clusters Score -8.62114e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 51515 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62009 members 
Mstep: Class 7 contains 1293 members 
Mstep: Class 8 contains 72042 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5843 members 
Mstep: Class 11 contains 15936 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33238 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 99641 members 
Mstep: Class 21 contains 129325 members 
Mstep: Class 22 contains 3144 members 
Mstep: Class 23 contains 94398 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8748 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104090 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211544.000000 Penalty: 63808.488281
Iteration 180F: 30 clusters Score -8.621154e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 51587 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62004 members 
Mstep: Class 7 contains 1291 members 
Mstep: Class 8 contains 72043 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 15931 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33240 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 99637 members 
Mstep: Class 21 contains 129320 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 94340 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 8749 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104097 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211504.000000 Penalty: 63808.488281
Iteration 181Q: 30 clusters Score -8.62115e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4185 members 
Mstep: Class 4 contains 51677 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62012 members 
Mstep: Class 7 contains 1287 members 
Mstep: Class 8 contains 72039 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5846 members 
Mstep: Class 11 contains 15930 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33244 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 20 contains 99620 members 
Mstep: Class 21 contains 129307 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 94286 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 8750 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104099 members 
Mstep: Class 28 contains 409 members 
Mstep: Class 29 contains 13116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211568.000000 Penalty: 63808.488281
Iteration 182Q: 30 clusters Score -8.621157e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4185 members 
Mstep: Class 4 contains 51746 members 
Mstep: Class 5 contains 3062 members 
Mstep: Class 6 contains 62012 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 72027 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 15931 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33243 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3930 members 
Mstep: Class 20 contains 99619 members 
Mstep: Class 21 contains 129304 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 94230 members 
Mstep: Class 24 contains 2846 members 
Mstep: Class 25 contains 8752 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104100 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211656.000000 Penalty: 63808.488281
Iteration 183Q: 30 clusters Score -8.621166e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 51786 members 
Mstep: Class 5 contains 3062 members 
Mstep: Class 6 contains 62012 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 72018 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5843 members 
Mstep: Class 11 contains 15928 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33244 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 99613 members 
Mstep: Class 21 contains 129301 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 94200 members 
Mstep: Class 24 contains 2847 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104108 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211592.000000 Penalty: 63808.488281
Iteration 184Q: 30 clusters Score -8.621159e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 51826 members 
Mstep: Class 5 contains 3062 members 
Mstep: Class 6 contains 62014 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 72009 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5846 members 
Mstep: Class 11 contains 15922 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33245 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 3875 members 
Mstep: Class 17 contains 3032 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3948 members 
Mstep: Class 20 contains 99602 members 
Mstep: Class 21 contains 129292 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 94168 members 
Mstep: Class 24 contains 2850 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104119 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211616.000000 Penalty: 63808.488281
Iteration 185Q: 30 clusters Score -8.621162e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 51882 members 
Mstep: Class 5 contains 3062 members 
Mstep: Class 6 contains 62016 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 71990 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5849 members 
Mstep: Class 11 contains 15915 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33248 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 3032 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 99588 members 
Mstep: Class 21 contains 129297 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 94117 members 
Mstep: Class 24 contains 2854 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104130 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211568.000000 Penalty: 63808.488281
Iteration 186Q: 30 clusters Score -8.621157e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 51938 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 62021 members 
Mstep: Class 7 contains 1280 members 
Mstep: Class 8 contains 71979 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5850 members 
Mstep: Class 11 contains 15907 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33250 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 99571 members 
Mstep: Class 21 contains 129294 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 94078 members 
Mstep: Class 24 contains 2856 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104137 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211632.000000 Penalty: 63808.488281
Iteration 187Q: 30 clusters Score -8.621163e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 51982 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 62026 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 71967 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5847 members 
Mstep: Class 11 contains 15907 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33252 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 3029 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3976 members 
Mstep: Class 20 contains 99566 members 
Mstep: Class 21 contains 129285 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 94014 members 
Mstep: Class 24 contains 2856 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104160 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211704.000000 Penalty: 63808.488281
Iteration 188Q: 30 clusters Score -8.62117e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 52064 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62023 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 71957 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5843 members 
Mstep: Class 11 contains 15908 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33254 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 99546 members 
Mstep: Class 21 contains 129290 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 93949 members 
Mstep: Class 24 contains 2856 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104161 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211848.000000 Penalty: 63808.488281
Iteration 189Q: 30 clusters Score -8.621185e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 6488 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 52151 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62024 members 
Mstep: Class 7 contains 1270 members 
Mstep: Class 8 contains 71946 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5839 members 
Mstep: Class 11 contains 15906 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33260 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 99522 members 
Mstep: Class 21 contains 129295 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 93891 members 
Mstep: Class 24 contains 2856 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104156 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211960.000000 Penalty: 63808.488281
Iteration 190Q: 30 clusters Score -8.621196e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 52239 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62027 members 
Mstep: Class 7 contains 1265 members 
Mstep: Class 8 contains 71943 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5837 members 
Mstep: Class 11 contains 15908 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33261 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 99497 members 
Mstep: Class 21 contains 129292 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 93848 members 
Mstep: Class 24 contains 2856 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104147 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211896.000000 Penalty: 63808.488281
Iteration 191Q: 30 clusters Score -8.62119e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 52314 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62033 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71943 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5838 members 
Mstep: Class 11 contains 15901 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33264 members 
Mstep: Class 15 contains 3950 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 99461 members 
Mstep: Class 21 contains 129290 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 93808 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104146 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211872.000000 Penalty: 63808.488281
Iteration 192Q: 30 clusters Score -8.621187e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4187 members 
Mstep: Class 4 contains 52388 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62038 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71937 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5836 members 
Mstep: Class 11 contains 15897 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33266 members 
Mstep: Class 15 contains 3955 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 99431 members 
Mstep: Class 21 contains 129293 members 
Mstep: Class 22 contains 3137 members 
Mstep: Class 23 contains 93760 members 
Mstep: Class 24 contains 2858 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104140 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212040.000000 Penalty: 63808.488281
Iteration 193Q: 30 clusters Score -8.621204e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4189 members 
Mstep: Class 4 contains 52459 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62043 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71908 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5837 members 
Mstep: Class 11 contains 15892 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33269 members 
Mstep: Class 15 contains 3958 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 99421 members 
Mstep: Class 21 contains 129295 members 
Mstep: Class 22 contains 3137 members 
Mstep: Class 23 contains 93718 members 
Mstep: Class 24 contains 2859 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 104127 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212008.000000 Penalty: 63808.488281
Iteration 194Q: 30 clusters Score -8.621201e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4190 members 
Mstep: Class 4 contains 52540 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62044 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71906 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5833 members 
Mstep: Class 11 contains 15886 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33269 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 99404 members 
Mstep: Class 21 contains 129296 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 93681 members 
Mstep: Class 24 contains 2859 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 104104 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211896.000000 Penalty: 63808.488281
Iteration 195Q: 30 clusters Score -8.62119e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4189 members 
Mstep: Class 4 contains 52594 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 62042 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71901 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5833 members 
Mstep: Class 11 contains 15881 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33270 members 
Mstep: Class 15 contains 3965 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 2990 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 99395 members 
Mstep: Class 21 contains 129299 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 93641 members 
Mstep: Class 24 contains 2860 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1039 members 
Mstep: Class 27 contains 104099 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211936.000000 Penalty: 63808.488281
Iteration 196Q: 30 clusters Score -8.621194e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4187 members 
Mstep: Class 4 contains 52654 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62041 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71894 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5834 members 
Mstep: Class 11 contains 15876 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33274 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 99374 members 
Mstep: Class 21 contains 129303 members 
Mstep: Class 22 contains 3136 members 
Mstep: Class 23 contains 93606 members 
Mstep: Class 24 contains 2861 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1039 members 
Mstep: Class 27 contains 104092 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211848.000000 Penalty: 63808.488281
Iteration 197Q: 30 clusters Score -8.621185e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4187 members 
Mstep: Class 4 contains 52705 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62041 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71882 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5833 members 
Mstep: Class 11 contains 15872 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33276 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 2986 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 99358 members 
Mstep: Class 21 contains 129314 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 93563 members 
Mstep: Class 24 contains 2864 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1039 members 
Mstep: Class 27 contains 104094 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211880.000000 Penalty: 63808.488281
Iteration 198Q: 30 clusters Score -8.621188e+07 nChanged 200
Entering ConstructFrom: 
Score: -86211880.000000 Penalty: 63808.488281
Entering ConstructFrom: 
Trying to split cluster 1 (29055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Entering Unmasked Estep 
Score: -3250959.500000 Penalty: 1670.003784
	Iteration 0F: 2 clusters Score -3250960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3231584.250000 Penalty: 3340.007568
	Iteration 0F: 3 clusters Score -3231584 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3238870.500000 Penalty: 3340.007568
	Iteration 1F: 3 clusters Score -3238870 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3239332.000000 Penalty: 3340.007568
	Iteration 2Q: 3 clusters Score -3239332 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3239901.750000 Penalty: 3340.007568
	Iteration 3Q: 3 clusters Score -3239902 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3240606.500000 Penalty: 3340.007568
	Iteration 4Q: 3 clusters Score -3240606 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3241533.000000 Penalty: 3340.007568
	Iteration 5F: 3 clusters Score -3241533 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3242647.000000 Penalty: 3340.007568
	Iteration 6F: 3 clusters Score -3242647 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3244018.250000 Penalty: 3340.007568
	Iteration 7F: 3 clusters Score -3244018 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3245367.500000 Penalty: 3340.007568
	Iteration 8F: 3 clusters Score -3245368 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3246559.250000 Penalty: 3340.007568
	Iteration 9F: 3 clusters Score -3246559 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3247428.250000 Penalty: 3340.007568
	Iteration 10Q: 3 clusters Score -3247428 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3248093.750000 Penalty: 3340.007568
	Iteration 11Q: 3 clusters Score -3248094 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3248554.750000 Penalty: 3340.007568
	Iteration 12Q: 3 clusters Score -3248555 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3248860.750000 Penalty: 3340.007568
	Iteration 13Q: 3 clusters Score -3248861 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3249089.000000 Penalty: 3340.007568
	Iteration 14Q: 3 clusters Score -3249089 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3249239.750000 Penalty: 3340.007568
	Iteration 15Q: 3 clusters Score -3249240 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3249338.000000 Penalty: 3340.007568
	Iteration 16Q: 3 clusters Score -3249338 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3249404.250000 Penalty: 3340.007568
	Iteration 17Q: 3 clusters Score -3249404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3249457.250000 Penalty: 3340.007568
	Iteration 18Q: 3 clusters Score -3249457 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -3249484.000000 Penalty: 3340.007568
	Iteration 19Q: 3 clusters Score -3249484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3249515.750000 Penalty: 3340.007568
	Iteration 20F: 3 clusters Score -3249516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3249546.750000 Penalty: 3340.007568
	Iteration 21Q: 3 clusters Score -3249547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3249557.000000 Penalty: 3340.007568
	Iteration 22Q: 3 clusters Score -3249557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3249566.750000 Penalty: 3340.007568
	Iteration 23Q: 3 clusters Score -3249567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3249579.250000 Penalty: 3340.007568
	Iteration 24Q: 3 clusters Score -3249579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3249594.000000 Penalty: 3340.007568
	Iteration 25Q: 3 clusters Score -3249594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -3249598.250000 Penalty: 3340.007568
	Iteration 26Q: 3 clusters Score -3249598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3249606.750000 Penalty: 3340.007568
	Iteration 27Q: 3 clusters Score -3249607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3249609.750000 Penalty: 3340.007568
	Iteration 28Q: 3 clusters Score -3249610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3249610.000000 Penalty: 3340.007568
	Iteration 29Q: 3 clusters Score -3249610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3249610.000000 Penalty: 3340.007568
	Iteration 30Q: 3 clusters Score -3249610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3249608.500000 Penalty: 3340.007568
	Iteration 31Q: 3 clusters Score -3249608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3249610.000000 Penalty: 3340.007568
	Iteration 32Q: 3 clusters Score -3249610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -3249612.000000 Penalty: 3340.007568
	Iteration 33Q: 3 clusters Score -3249612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3249612.000000 Penalty: 3340.007568
	Iteration 34Q: 3 clusters Score -3249612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3249616.500000 Penalty: 3340.007568
	Iteration 35Q: 3 clusters Score -3249616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3249617.250000 Penalty: 3340.007568
	Iteration 36Q: 3 clusters Score -3249617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3249617.500000 Penalty: 3340.007568
	Iteration 37Q: 3 clusters Score -3249618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3249617.000000 Penalty: 3340.007568
	Iteration 38Q: 3 clusters Score -3249617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3249617.250000 Penalty: 3340.007568
	Iteration 39Q: 3 clusters Score -3249617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -3249617.500000 Penalty: 3340.007568
	Iteration 40F: 3 clusters Score -3249618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3249620.250000 Penalty: 3340.007568
	Iteration 41Q: 3 clusters Score -3249620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3249620.250000 Penalty: 3340.007568
	Iteration 42F: 3 clusters Score -3249620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Entering Unmasked Estep 
Score: -691772.625000 Penalty: 1426.352783
	Iteration 0F: 2 clusters Score -691772.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -686880.625000 Penalty: 2852.705566
	Iteration 0F: 3 clusters Score -686880.6 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -688301.937500 Penalty: 2852.705566
	Iteration 1F: 3 clusters Score -688301.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -688571.437500 Penalty: 2852.705566
	Iteration 2F: 3 clusters Score -688571.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -688801.312500 Penalty: 2852.705566
	Iteration 3F: 3 clusters Score -688801.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -689006.187500 Penalty: 2852.705566
	Iteration 4F: 3 clusters Score -689006.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -689226.375000 Penalty: 2852.705566
	Iteration 5Q: 3 clusters Score -689226.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -689475.062500 Penalty: 2852.705566
	Iteration 6F: 3 clusters Score -689475.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -689722.812500 Penalty: 2852.705566
	Iteration 7Q: 3 clusters Score -689722.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -689993.375000 Penalty: 2852.705566
	Iteration 8Q: 3 clusters Score -689993.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -690259.375000 Penalty: 2852.705566
	Iteration 9Q: 3 clusters Score -690259.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -690478.812500 Penalty: 2852.705566
	Iteration 10Q: 3 clusters Score -690478.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -690635.250000 Penalty: 2852.705566
	Iteration 11Q: 3 clusters Score -690635.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -690759.437500 Penalty: 2852.705566
	Iteration 12Q: 3 clusters Score -690759.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -690847.000000 Penalty: 2852.705566
	Iteration 13Q: 3 clusters Score -690847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -690893.875000 Penalty: 2852.705566
	Iteration 14Q: 3 clusters Score -690893.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -690922.500000 Penalty: 2852.705566
	Iteration 15Q: 3 clusters Score -690922.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -690934.812500 Penalty: 2852.705566
	Iteration 16Q: 3 clusters Score -690934.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -690973.312500 Penalty: 2852.705566
	Iteration 17Q: 3 clusters Score -690973.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -690986.500000 Penalty: 2852.705566
	Iteration 18Q: 3 clusters Score -690986.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -690994.875000 Penalty: 2852.705566
	Iteration 19Q: 3 clusters Score -690994.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -691016.187500 Penalty: 2852.705566
	Iteration 20F: 3 clusters Score -691016.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -691048.750000 Penalty: 2852.705566
	Iteration 21Q: 3 clusters Score -691048.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -691070.625000 Penalty: 2852.705566
	Iteration 22Q: 3 clusters Score -691070.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -691082.875000 Penalty: 2852.705566
	Iteration 23Q: 3 clusters Score -691082.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -691092.187500 Penalty: 2852.705566
	Iteration 24Q: 3 clusters Score -691092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -691102.437500 Penalty: 2852.705566
	Iteration 25Q: 3 clusters Score -691102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -691102.437500 Penalty: 2852.705566
	Iteration 26Q: 3 clusters Score -691102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -691103.000000 Penalty: 2852.705566
	Iteration 27Q: 3 clusters Score -691103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -691105.375000 Penalty: 2852.705566
	Iteration 28Q: 3 clusters Score -691105.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -691106.125000 Penalty: 2852.705566
	Iteration 29Q: 3 clusters Score -691106.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -691107.125000 Penalty: 2852.705566
	Iteration 30Q: 3 clusters Score -691107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -691110.687500 Penalty: 2852.705566
	Iteration 31Q: 3 clusters Score -691110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -691114.312500 Penalty: 2852.705566
	Iteration 32Q: 3 clusters Score -691114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -691115.250000 Penalty: 2852.705566
	Iteration 33Q: 3 clusters Score -691115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -691115.250000 Penalty: 2852.705566
	Iteration 34F: 3 clusters Score -691115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Entering Unmasked Estep 
Score: -490794.281250 Penalty: 1355.246460
	Iteration 0F: 2 clusters Score -490794.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -487326.375000 Penalty: 2710.492920
	Iteration 0F: 3 clusters Score -487326.4 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -488197.468750 Penalty: 2710.492920
	Iteration 1F: 3 clusters Score -488197.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -488370.062500 Penalty: 2710.492920
	Iteration 2F: 3 clusters Score -488370.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -488493.500000 Penalty: 2710.492920
	Iteration 3F: 3 clusters Score -488493.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -488585.875000 Penalty: 2710.492920
	Iteration 4Q: 3 clusters Score -488585.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -488662.500000 Penalty: 2710.492920
	Iteration 5Q: 3 clusters Score -488662.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -488732.437500 Penalty: 2710.492920
	Iteration 6Q: 3 clusters Score -488732.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -488816.343750 Penalty: 2710.492920
	Iteration 7Q: 3 clusters Score -488816.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -488899.093750 Penalty: 2710.492920
	Iteration 8Q: 3 clusters Score -488899.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -488969.718750 Penalty: 2710.492920
	Iteration 9Q: 3 clusters Score -488969.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -489034.062500 Penalty: 2710.492920
	Iteration 10Q: 3 clusters Score -489034.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -489101.781250 Penalty: 2710.492920
	Iteration 11Q: 3 clusters Score -489101.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -489159.812500 Penalty: 2710.492920
	Iteration 12Q: 3 clusters Score -489159.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -489208.093750 Penalty: 2710.492920
	Iteration 13Q: 3 clusters Score -489208.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -489260.187500 Penalty: 2710.492920
	Iteration 14Q: 3 clusters Score -489260.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -489317.562500 Penalty: 2710.492920
	Iteration 15Q: 3 clusters Score -489317.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -489368.093750 Penalty: 2710.492920
	Iteration 16Q: 3 clusters Score -489368.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -489405.156250 Penalty: 2710.492920
	Iteration 17Q: 3 clusters Score -489405.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -489440.250000 Penalty: 2710.492920
	Iteration 18Q: 3 clusters Score -489440.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -489480.437500 Penalty: 2710.492920
	Iteration 19Q: 3 clusters Score -489480.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -489513.156250 Penalty: 2710.492920
	Iteration 20F: 3 clusters Score -489513.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -489539.906250 Penalty: 2710.492920
	Iteration 21Q: 3 clusters Score -489539.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -489565.218750 Penalty: 2710.492920
	Iteration 22Q: 3 clusters Score -489565.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -489585.625000 Penalty: 2710.492920
	Iteration 23Q: 3 clusters Score -489585.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -489599.125000 Penalty: 2710.492920
	Iteration 24Q: 3 clusters Score -489599.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -489608.406250 Penalty: 2710.492920
	Iteration 25Q: 3 clusters Score -489608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -489614.250000 Penalty: 2710.492920
	Iteration 26Q: 3 clusters Score -489614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -489615.562500 Penalty: 2710.492920
	Iteration 27Q: 3 clusters Score -489615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -489617.625000 Penalty: 2710.492920
	Iteration 28Q: 3 clusters Score -489617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -489621.343750 Penalty: 2710.492920
	Iteration 29Q: 3 clusters Score -489621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -489621.531250 Penalty: 2710.492920
	Iteration 30Q: 3 clusters Score -489621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -489622.312500 Penalty: 2710.492920
	Iteration 31Q: 3 clusters Score -489622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -489624.375000 Penalty: 2710.492920
	Iteration 32Q: 3 clusters Score -489624.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -489626.218750 Penalty: 2710.492920
	Iteration 33Q: 3 clusters Score -489626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -489627.281250 Penalty: 2710.492920
	Iteration 34Q: 3 clusters Score -489627.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -489630.375000 Penalty: 2710.492920
	Iteration 35Q: 3 clusters Score -489630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -489630.718750 Penalty: 2710.492920
	Iteration 36Q: 3 clusters Score -489630.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -489637.375000 Penalty: 2710.492920
	Iteration 37Q: 3 clusters Score -489637.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -489638.750000 Penalty: 2710.492920
	Iteration 38Q: 3 clusters Score -489638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -489642.781250 Penalty: 2710.492920
	Iteration 39Q: 3 clusters Score -489642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -489646.750000 Penalty: 2710.492920
	Iteration 40F: 3 clusters Score -489646.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -489650.125000 Penalty: 2710.492920
	Iteration 41Q: 3 clusters Score -489650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -489652.968750 Penalty: 2710.492920
	Iteration 42Q: 3 clusters Score -489653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -489657.218750 Penalty: 2710.492920
	Iteration 43Q: 3 clusters Score -489657.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -489657.906250 Penalty: 2710.492920
	Iteration 44Q: 3 clusters Score -489657.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -489657.906250 Penalty: 2710.492920
	Iteration 45F: 3 clusters Score -489657.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Entering Unmasked Estep 
Score: -6246104.000000 Penalty: 1766.871216
	Iteration 0F: 2 clusters Score -6246104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -6210853.000000 Penalty: 3533.742432
	Iteration 0F: 3 clusters Score -6210853 nChanged 24900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -6225414.000000 Penalty: 3533.742432
	Iteration 1F: 3 clusters Score -6225414 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -6226084.000000 Penalty: 3533.742432
	Iteration 2Q: 3 clusters Score -6226084 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -6226951.500000 Penalty: 3533.742432
	Iteration 3Q: 3 clusters Score -6226952 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -6228196.000000 Penalty: 3533.742432
	Iteration 4Q: 3 clusters Score -6228196 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -6229766.500000 Penalty: 3533.742432
	Iteration 5F: 3 clusters Score -6229766 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -6231973.000000 Penalty: 3533.742432
	Iteration 6F: 3 clusters Score -6231973 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -6234480.000000 Penalty: 3533.742432
	Iteration 7F: 3 clusters Score -6234480 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -6237115.500000 Penalty: 3533.742432
	Iteration 8F: 3 clusters Score -6237116 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -6239364.500000 Penalty: 3533.742432
	Iteration 9F: 3 clusters Score -6239364 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -6241256.500000 Penalty: 3533.742432
	Iteration 10Q: 3 clusters Score -6241256 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -6242524.000000 Penalty: 3533.742432
	Iteration 11Q: 3 clusters Score -6242524 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6243353.500000 Penalty: 3533.742432
	Iteration 12Q: 3 clusters Score -6243354 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6243881.500000 Penalty: 3533.742432
	Iteration 13Q: 3 clusters Score -6243882 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6244136.000000 Penalty: 3533.742432
	Iteration 14Q: 3 clusters Score -6244136 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6244273.500000 Penalty: 3533.742432
	Iteration 15Q: 3 clusters Score -6244274 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6244358.500000 Penalty: 3533.742432
	Iteration 16Q: 3 clusters Score -6244358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6244418.000000 Penalty: 3533.742432
	Iteration 17Q: 3 clusters Score -6244418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6244467.500000 Penalty: 3533.742432
	Iteration 18Q: 3 clusters Score -6244468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6244497.000000 Penalty: 3533.742432
	Iteration 19Q: 3 clusters Score -6244497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6244505.500000 Penalty: 3533.742432
	Iteration 20F: 3 clusters Score -6244506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6244510.500000 Penalty: 3533.742432
	Iteration 21Q: 3 clusters Score -6244510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6244525.500000 Penalty: 3533.742432
	Iteration 22Q: 3 clusters Score -6244526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6244525.000000 Penalty: 3533.742432
	Iteration 23Q: 3 clusters Score -6244525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6244530.500000 Penalty: 3533.742432
	Iteration 24Q: 3 clusters Score -6244530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6244530.500000 Penalty: 3533.742432
	Iteration 25Q: 3 clusters Score -6244530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6244533.500000 Penalty: 3533.742432
	Iteration 26Q: 3 clusters Score -6244534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6244536.500000 Penalty: 3533.742432
	Iteration 27Q: 3 clusters Score -6244536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6244540.500000 Penalty: 3533.742432
	Iteration 28Q: 3 clusters Score -6244540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6244539.500000 Penalty: 3533.742432
	Iteration 29Q: 3 clusters Score -6244540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6244542.500000 Penalty: 3533.742432
	Iteration 30Q: 3 clusters Score -6244542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6244542.500000 Penalty: 3533.742432
	Iteration 31Q: 3 clusters Score -6244542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6244543.000000 Penalty: 3533.742432
	Iteration 32Q: 3 clusters Score -6244543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6244548.000000 Penalty: 3533.742432
	Iteration 33Q: 3 clusters Score -6244548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6244549.500000 Penalty: 3533.742432
	Iteration 34Q: 3 clusters Score -6244550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6244551.000000 Penalty: 3533.742432
	Iteration 35Q: 3 clusters Score -6244551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6244549.500000 Penalty: 3533.742432
	Iteration 36Q: 3 clusters Score -6244550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6244551.500000 Penalty: 3533.742432
	Iteration 37Q: 3 clusters Score -6244552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6244551.500000 Penalty: 3533.742432
	Iteration 38F: 3 clusters Score -6244552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -338246.156250 Penalty: 1304.093262
	Iteration 0F: 2 clusters Score -338246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -335485.250000 Penalty: 2608.186523
	Iteration 0F: 3 clusters Score -335485.2 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -336229.437500 Penalty: 2608.186523
	Iteration 1F: 3 clusters Score -336229.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -336435.062500 Penalty: 2608.186523
	Iteration 2F: 3 clusters Score -336435.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -336572.250000 Penalty: 2608.186523
	Iteration 3F: 3 clusters Score -336572.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -336688.187500 Penalty: 2608.186523
	Iteration 4Q: 3 clusters Score -336688.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -336775.000000 Penalty: 2608.186523
	Iteration 5Q: 3 clusters Score -336775 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -336831.468750 Penalty: 2608.186523
	Iteration 6Q: 3 clusters Score -336831.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -336883.656250 Penalty: 2608.186523
	Iteration 7Q: 3 clusters Score -336883.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -336929.968750 Penalty: 2608.186523
	Iteration 8Q: 3 clusters Score -336930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -336968.031250 Penalty: 2608.186523
	Iteration 9Q: 3 clusters Score -336968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -336995.718750 Penalty: 2608.186523
	Iteration 10Q: 3 clusters Score -336995.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -337016.906250 Penalty: 2608.186523
	Iteration 11Q: 3 clusters Score -337016.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -337030.281250 Penalty: 2608.186523
	Iteration 12Q: 3 clusters Score -337030.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -337042.468750 Penalty: 2608.186523
	Iteration 13Q: 3 clusters Score -337042.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -337051.812500 Penalty: 2608.186523
	Iteration 14Q: 3 clusters Score -337051.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -337063.312500 Penalty: 2608.186523
	Iteration 15Q: 3 clusters Score -337063.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -337075.437500 Penalty: 2608.186523
	Iteration 16Q: 3 clusters Score -337075.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -337082.531250 Penalty: 2608.186523
	Iteration 17Q: 3 clusters Score -337082.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -337087.718750 Penalty: 2608.186523
	Iteration 18Q: 3 clusters Score -337087.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -337093.218750 Penalty: 2608.186523
	Iteration 19Q: 3 clusters Score -337093.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -337096.937500 Penalty: 2608.186523
	Iteration 20F: 3 clusters Score -337096.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -337100.156250 Penalty: 2608.186523
	Iteration 21Q: 3 clusters Score -337100.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -337103.312500 Penalty: 2608.186523
	Iteration 22Q: 3 clusters Score -337103.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -337107.437500 Penalty: 2608.186523
	Iteration 23Q: 3 clusters Score -337107.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -337108.093750 Penalty: 2608.186523
	Iteration 24Q: 3 clusters Score -337108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -337109.656250 Penalty: 2608.186523
	Iteration 25Q: 3 clusters Score -337109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -337111.156250 Penalty: 2608.186523
	Iteration 26Q: 3 clusters Score -337111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -337111.593750 Penalty: 2608.186523
	Iteration 27Q: 3 clusters Score -337111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -337112.593750 Penalty: 2608.186523
	Iteration 28Q: 3 clusters Score -337112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -337112.562500 Penalty: 2608.186523
	Iteration 29Q: 3 clusters Score -337112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -337112.875000 Penalty: 2608.186523
	Iteration 30Q: 3 clusters Score -337112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -337113.906250 Penalty: 2608.186523
	Iteration 31Q: 3 clusters Score -337113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -337113.718750 Penalty: 2608.186523
	Iteration 32Q: 3 clusters Score -337113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -337113.718750 Penalty: 2608.186523
	Iteration 33F: 3 clusters Score -337113.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62044 members 
Entering Unmasked Estep 
Score: -7231327.500000 Penalty: 1793.284790
	Iteration 0F: 2 clusters Score -7231328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -7189998.000000 Penalty: 3586.569580
	Iteration 0F: 3 clusters Score -7189998 nChanged 29259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -7206754.500000 Penalty: 3586.569580
	Iteration 1F: 3 clusters Score -7206754 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -7207600.000000 Penalty: 3586.569580
	Iteration 2Q: 3 clusters Score -7207600 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -7209117.500000 Penalty: 3586.569580
	Iteration 3Q: 3 clusters Score -7209118 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -7211571.500000 Penalty: 3586.569580
	Iteration 4F: 3 clusters Score -7211572 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -7215342.500000 Penalty: 3586.569580
	Iteration 5F: 3 clusters Score -7215342 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -7220130.000000 Penalty: 3586.569580
	Iteration 6F: 3 clusters Score -7220130 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -7224393.500000 Penalty: 3586.569580
	Iteration 7F: 3 clusters Score -7224394 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -7227097.500000 Penalty: 3586.569580
	Iteration 8Q: 3 clusters Score -7227098 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -7228423.000000 Penalty: 3586.569580
	Iteration 9Q: 3 clusters Score -7228423 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -7228991.000000 Penalty: 3586.569580
	Iteration 10Q: 3 clusters Score -7228991 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -7229347.500000 Penalty: 3586.569580
	Iteration 11Q: 3 clusters Score -7229348 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -7229561.000000 Penalty: 3586.569580
	Iteration 12Q: 3 clusters Score -7229561 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -7229692.500000 Penalty: 3586.569580
	Iteration 13Q: 3 clusters Score -7229692 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -7229781.500000 Penalty: 3586.569580
	Iteration 14Q: 3 clusters Score -7229782 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -7229845.000000 Penalty: 3586.569580
	Iteration 15Q: 3 clusters Score -7229845 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -7229888.500000 Penalty: 3586.569580
	Iteration 16Q: 3 clusters Score -7229888 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -7229900.000000 Penalty: 3586.569580
	Iteration 17Q: 3 clusters Score -7229900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -7229925.500000 Penalty: 3586.569580
	Iteration 18Q: 3 clusters Score -7229926 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 60323 members 
Entering Unmasked Estep 
Score: -7229947.500000 Penalty: 3586.569580
	Iteration 19Q: 3 clusters Score -7229948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -7229974.000000 Penalty: 3586.569580
	Iteration 20F: 3 clusters Score -7229974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -7229999.000000 Penalty: 3586.569580
	Iteration 21Q: 3 clusters Score -7229999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -7229997.500000 Penalty: 3586.569580
	Iteration 22Q: 3 clusters Score -7229998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -7230017.500000 Penalty: 3586.569580
	Iteration 23Q: 3 clusters Score -7230018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -7230018.500000 Penalty: 3586.569580
	Iteration 24Q: 3 clusters Score -7230018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -7230038.500000 Penalty: 3586.569580
	Iteration 25Q: 3 clusters Score -7230038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -7230051.500000 Penalty: 3586.569580
	Iteration 26Q: 3 clusters Score -7230052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -7230058.500000 Penalty: 3586.569580
	Iteration 27Q: 3 clusters Score -7230058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -7230067.000000 Penalty: 3586.569580
	Iteration 28Q: 3 clusters Score -7230067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -7230068.500000 Penalty: 3586.569580
	Iteration 29Q: 3 clusters Score -7230068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -7230070.000000 Penalty: 3586.569580
	Iteration 30Q: 3 clusters Score -7230070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -7230078.000000 Penalty: 3586.569580
	Iteration 31Q: 3 clusters Score -7230078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 60770 members 
Entering Unmasked Estep 
Score: -7230079.500000 Penalty: 3586.569580
	Iteration 32Q: 3 clusters Score -7230080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -7230080.000000 Penalty: 3586.569580
	Iteration 33Q: 3 clusters Score -7230080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -7230079.500000 Penalty: 3586.569580
	Iteration 34Q: 3 clusters Score -7230080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -7230080.000000 Penalty: 3586.569580
	Iteration 35Q: 3 clusters Score -7230080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -7230079.500000 Penalty: 3586.569580
	Iteration 36Q: 3 clusters Score -7230080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -7230081.000000 Penalty: 3586.569580
	Iteration 37Q: 3 clusters Score -7230081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -7230089.000000 Penalty: 3586.569580
	Iteration 38Q: 3 clusters Score -7230089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -7230087.500000 Penalty: 3586.569580
	Iteration 39Q: 3 clusters Score -7230088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7230084.500000 Penalty: 3586.569580
	Iteration 40F: 3 clusters Score -7230084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -7230081.500000 Penalty: 3586.569580
	Iteration 41Q: 3 clusters Score -7230082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -7230082.000000 Penalty: 3586.569580
	Iteration 42Q: 3 clusters Score -7230082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -7230086.000000 Penalty: 3586.569580
	Iteration 43Q: 3 clusters Score -7230086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -7230091.000000 Penalty: 3586.569580
	Iteration 44Q: 3 clusters Score -7230091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -7230091.000000 Penalty: 3586.569580
	Iteration 45F: 3 clusters Score -7230091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -144914.187500 Penalty: 1160.194824
	Iteration 0F: 2 clusters Score -144914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -143295.546875 Penalty: 2320.389648
	Iteration 0F: 3 clusters Score -143295.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143596.390625 Penalty: 2320.389648
	Iteration 1F: 3 clusters Score -143596.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -143669.078125 Penalty: 2320.389648
	Iteration 2F: 3 clusters Score -143669.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -143705.765625 Penalty: 2320.389648
	Iteration 3Q: 3 clusters Score -143705.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143732.421875 Penalty: 2320.389648
	Iteration 4Q: 3 clusters Score -143732.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143753.000000 Penalty: 2320.389648
	Iteration 5Q: 3 clusters Score -143753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143768.125000 Penalty: 2320.389648
	Iteration 6Q: 3 clusters Score -143768.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143777.093750 Penalty: 2320.389648
	Iteration 7Q: 3 clusters Score -143777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143784.390625 Penalty: 2320.389648
	Iteration 8Q: 3 clusters Score -143784.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143791.031250 Penalty: 2320.389648
	Iteration 9Q: 3 clusters Score -143791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143795.750000 Penalty: 2320.389648
	Iteration 10Q: 3 clusters Score -143795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143802.437500 Penalty: 2320.389648
	Iteration 11Q: 3 clusters Score -143802.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -143808.625000 Penalty: 2320.389648
	Iteration 12Q: 3 clusters Score -143808.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143815.203125 Penalty: 2320.389648
	Iteration 13Q: 3 clusters Score -143815.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143817.359375 Penalty: 2320.389648
	Iteration 14Q: 3 clusters Score -143817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143817.359375 Penalty: 2320.389648
	Iteration 15F: 3 clusters Score -143817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Entering Unmasked Estep 
Score: -8326710.000000 Penalty: 1817.165894
	Iteration 0F: 2 clusters Score -8326710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -8278714.000000 Penalty: 3634.331787
	Iteration 0F: 3 clusters Score -8278714 nChanged 33984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -8298492.500000 Penalty: 3634.331787
	Iteration 1F: 3 clusters Score -8298492 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -8299243.000000 Penalty: 3634.331787
	Iteration 2Q: 3 clusters Score -8299243 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -8300190.000000 Penalty: 3634.331787
	Iteration 3Q: 3 clusters Score -8300190 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -8301537.500000 Penalty: 3634.331787
	Iteration 4Q: 3 clusters Score -8301538 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -8303424.000000 Penalty: 3634.331787
	Iteration 5F: 3 clusters Score -8303424 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -8306361.500000 Penalty: 3634.331787
	Iteration 6F: 3 clusters Score -8306362 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -8310152.000000 Penalty: 3634.331787
	Iteration 7F: 3 clusters Score -8310152 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -8314403.500000 Penalty: 3634.331787
	Iteration 8F: 3 clusters Score -8314404 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -8318147.500000 Penalty: 3634.331787
	Iteration 9F: 3 clusters Score -8318148 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -8320848.000000 Penalty: 3634.331787
	Iteration 10Q: 3 clusters Score -8320848 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8322703.000000 Penalty: 3634.331787
	Iteration 11Q: 3 clusters Score -8322703 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8323869.500000 Penalty: 3634.331787
	Iteration 12Q: 3 clusters Score -8323870 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8324474.000000 Penalty: 3634.331787
	Iteration 13Q: 3 clusters Score -8324474 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8324763.000000 Penalty: 3634.331787
	Iteration 14Q: 3 clusters Score -8324763 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8324907.500000 Penalty: 3634.331787
	Iteration 15Q: 3 clusters Score -8324908 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8324960.500000 Penalty: 3634.331787
	Iteration 16Q: 3 clusters Score -8324960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8324994.500000 Penalty: 3634.331787
	Iteration 17Q: 3 clusters Score -8324994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8325002.000000 Penalty: 3634.331787
	Iteration 18Q: 3 clusters Score -8325002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8325009.000000 Penalty: 3634.331787
	Iteration 19Q: 3 clusters Score -8325009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71663 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8325013.500000 Penalty: 3634.331787
	Iteration 20F: 3 clusters Score -8325014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71665 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8325032.500000 Penalty: 3634.331787
	Iteration 21Q: 3 clusters Score -8325032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8325032.000000 Penalty: 3634.331787
	Iteration 22Q: 3 clusters Score -8325032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71667 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8325041.500000 Penalty: 3634.331787
	Iteration 23Q: 3 clusters Score -8325042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8325058.500000 Penalty: 3634.331787
	Iteration 24Q: 3 clusters Score -8325058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8325074.500000 Penalty: 3634.331787
	Iteration 25Q: 3 clusters Score -8325074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8325072.000000 Penalty: 3634.331787
	Iteration 26Q: 3 clusters Score -8325072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8325088.500000 Penalty: 3634.331787
	Iteration 27Q: 3 clusters Score -8325088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71690 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8325108.000000 Penalty: 3634.331787
	Iteration 28Q: 3 clusters Score -8325108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8325114.000000 Penalty: 3634.331787
	Iteration 29Q: 3 clusters Score -8325114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8325119.000000 Penalty: 3634.331787
	Iteration 30Q: 3 clusters Score -8325119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8325127.000000 Penalty: 3634.331787
	Iteration 31Q: 3 clusters Score -8325127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8325130.000000 Penalty: 3634.331787
	Iteration 32Q: 3 clusters Score -8325130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8325150.000000 Penalty: 3634.331787
	Iteration 33Q: 3 clusters Score -8325150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8325161.000000 Penalty: 3634.331787
	Iteration 34Q: 3 clusters Score -8325161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8325158.500000 Penalty: 3634.331787
	Iteration 35Q: 3 clusters Score -8325158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8325158.500000 Penalty: 3634.331787
	Iteration 36F: 3 clusters Score -8325158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -41342.546875 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -41342.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40377.835938 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -40377.84 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40556.269531 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -40556.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40631.128906 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -40631.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40656.511719 Penalty: 1956.042847
	Iteration 3Q: 3 clusters Score -40656.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40672.285156 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -40672.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40693.898438 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -40693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -40723.394531 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -40723.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40737.996094 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -40738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40783.722656 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -40783.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40812.085938 Penalty: 1956.042847
	Iteration 9Q: 3 clusters Score -40812.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40826.601562 Penalty: 1956.042847
	Iteration 10Q: 3 clusters Score -40826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -40832.089844 Penalty: 1956.042847
	Iteration 11Q: 3 clusters Score -40832.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -40834.476562 Penalty: 1956.042847
	Iteration 12Q: 3 clusters Score -40834.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -40838.335938 Penalty: 1956.042847
	Iteration 13Q: 3 clusters Score -40838.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -40840.203125 Penalty: 1956.042847
	Iteration 14Q: 3 clusters Score -40840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -40841.335938 Penalty: 1956.042847
	Iteration 15Q: 3 clusters Score -40841.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -40841.335938 Penalty: 1956.042847
	Iteration 16F: 3 clusters Score -40841.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Entering Unmasked Estep 
Score: -670981.562500 Penalty: 1409.056152
	Iteration 0F: 2 clusters Score -670981.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -666419.437500 Penalty: 2818.112305
	Iteration 0F: 3 clusters Score -666419.4 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -667739.625000 Penalty: 2818.112305
	Iteration 1F: 3 clusters Score -667739.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -667999.187500 Penalty: 2818.112305
	Iteration 2F: 3 clusters Score -667999.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -668219.062500 Penalty: 2818.112305
	Iteration 3F: 3 clusters Score -668219.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -668379.375000 Penalty: 2818.112305
	Iteration 4F: 3 clusters Score -668379.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -668518.250000 Penalty: 2818.112305
	Iteration 5Q: 3 clusters Score -668518.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -668671.812500 Penalty: 2818.112305
	Iteration 6Q: 3 clusters Score -668671.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -668810.250000 Penalty: 2818.112305
	Iteration 7Q: 3 clusters Score -668810.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -668947.937500 Penalty: 2818.112305
	Iteration 8Q: 3 clusters Score -668947.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -669071.687500 Penalty: 2818.112305
	Iteration 9Q: 3 clusters Score -669071.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -669185.437500 Penalty: 2818.112305
	Iteration 10Q: 3 clusters Score -669185.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -669290.312500 Penalty: 2818.112305
	Iteration 11Q: 3 clusters Score -669290.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -669412.750000 Penalty: 2818.112305
	Iteration 12Q: 3 clusters Score -669412.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -669544.250000 Penalty: 2818.112305
	Iteration 13Q: 3 clusters Score -669544.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -669647.250000 Penalty: 2818.112305
	Iteration 14Q: 3 clusters Score -669647.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -669734.625000 Penalty: 2818.112305
	Iteration 15Q: 3 clusters Score -669734.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -669821.812500 Penalty: 2818.112305
	Iteration 16Q: 3 clusters Score -669821.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -669881.500000 Penalty: 2818.112305
	Iteration 17Q: 3 clusters Score -669881.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -669933.750000 Penalty: 2818.112305
	Iteration 18Q: 3 clusters Score -669933.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -669971.812500 Penalty: 2818.112305
	Iteration 19Q: 3 clusters Score -669971.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -669998.375000 Penalty: 2818.112305
	Iteration 20F: 3 clusters Score -669998.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -670019.562500 Penalty: 2818.112305
	Iteration 21Q: 3 clusters Score -670019.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -670041.062500 Penalty: 2818.112305
	Iteration 22Q: 3 clusters Score -670041.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -670052.250000 Penalty: 2818.112305
	Iteration 23Q: 3 clusters Score -670052.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -670062.437500 Penalty: 2818.112305
	Iteration 24Q: 3 clusters Score -670062.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -670070.125000 Penalty: 2818.112305
	Iteration 25Q: 3 clusters Score -670070.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -670075.125000 Penalty: 2818.112305
	Iteration 26Q: 3 clusters Score -670075.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -670079.312500 Penalty: 2818.112305
	Iteration 27Q: 3 clusters Score -670079.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -670080.562500 Penalty: 2818.112305
	Iteration 28Q: 3 clusters Score -670080.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -670081.312500 Penalty: 2818.112305
	Iteration 29Q: 3 clusters Score -670081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -670083.562500 Penalty: 2818.112305
	Iteration 30Q: 3 clusters Score -670083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -670082.500000 Penalty: 2818.112305
	Iteration 31Q: 3 clusters Score -670082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -670083.500000 Penalty: 2818.112305
	Iteration 32Q: 3 clusters Score -670083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -670084.062500 Penalty: 2818.112305
	Iteration 33Q: 3 clusters Score -670084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -670084.062500 Penalty: 2818.112305
	Iteration 34Q: 3 clusters Score -670084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -670084.187500 Penalty: 2818.112305
	Iteration 35Q: 3 clusters Score -670084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -670083.937500 Penalty: 2818.112305
	Iteration 36Q: 3 clusters Score -670083.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -670083.937500 Penalty: 2818.112305
	Iteration 37F: 3 clusters Score -670083.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Entering Unmasked Estep 
Score: -1845545.125000 Penalty: 1571.678955
	Iteration 0F: 2 clusters Score -1845545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1834602.625000 Penalty: 3143.357910
	Iteration 0F: 3 clusters Score -1834603 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1838556.375000 Penalty: 3143.357910
	Iteration 1F: 3 clusters Score -1838556 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1838904.875000 Penalty: 3143.357910
	Iteration 2F: 3 clusters Score -1838905 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1839225.750000 Penalty: 3143.357910
	Iteration 3Q: 3 clusters Score -1839226 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1839541.500000 Penalty: 3143.357910
	Iteration 4Q: 3 clusters Score -1839542 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1839840.500000 Penalty: 3143.357910
	Iteration 5Q: 3 clusters Score -1839840 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1840164.250000 Penalty: 3143.357910
	Iteration 6Q: 3 clusters Score -1840164 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1840453.750000 Penalty: 3143.357910
	Iteration 7Q: 3 clusters Score -1840454 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1840772.000000 Penalty: 3143.357910
	Iteration 8Q: 3 clusters Score -1840772 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1841090.750000 Penalty: 3143.357910
	Iteration 9Q: 3 clusters Score -1841091 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1841514.500000 Penalty: 3143.357910
	Iteration 10Q: 3 clusters Score -1841514 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1841952.250000 Penalty: 3143.357910
	Iteration 11Q: 3 clusters Score -1841952 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1842349.250000 Penalty: 3143.357910
	Iteration 12Q: 3 clusters Score -1842349 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1842639.500000 Penalty: 3143.357910
	Iteration 13Q: 3 clusters Score -1842640 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1842887.125000 Penalty: 3143.357910
	Iteration 14Q: 3 clusters Score -1842887 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1843111.625000 Penalty: 3143.357910
	Iteration 15Q: 3 clusters Score -1843112 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1843331.500000 Penalty: 3143.357910
	Iteration 16Q: 3 clusters Score -1843332 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1843511.625000 Penalty: 3143.357910
	Iteration 17Q: 3 clusters Score -1843512 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1843660.375000 Penalty: 3143.357910
	Iteration 18Q: 3 clusters Score -1843660 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1843792.125000 Penalty: 3143.357910
	Iteration 19Q: 3 clusters Score -1843792 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1843870.875000 Penalty: 3143.357910
	Iteration 20F: 3 clusters Score -1843871 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1843924.750000 Penalty: 3143.357910
	Iteration 21Q: 3 clusters Score -1843925 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1843962.875000 Penalty: 3143.357910
	Iteration 22Q: 3 clusters Score -1843963 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1843986.375000 Penalty: 3143.357910
	Iteration 23Q: 3 clusters Score -1843986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1844010.375000 Penalty: 3143.357910
	Iteration 24Q: 3 clusters Score -1844010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1844037.625000 Penalty: 3143.357910
	Iteration 25Q: 3 clusters Score -1844038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1844049.250000 Penalty: 3143.357910
	Iteration 26Q: 3 clusters Score -1844049 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1844062.625000 Penalty: 3143.357910
	Iteration 27Q: 3 clusters Score -1844063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1844068.375000 Penalty: 3143.357910
	Iteration 28Q: 3 clusters Score -1844068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1844077.000000 Penalty: 3143.357910
	Iteration 29Q: 3 clusters Score -1844077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1844079.000000 Penalty: 3143.357910
	Iteration 30Q: 3 clusters Score -1844079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1844088.875000 Penalty: 3143.357910
	Iteration 31Q: 3 clusters Score -1844089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1844097.750000 Penalty: 3143.357910
	Iteration 32Q: 3 clusters Score -1844098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1844097.750000 Penalty: 3143.357910
	Iteration 33Q: 3 clusters Score -1844098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1844108.625000 Penalty: 3143.357910
	Iteration 34Q: 3 clusters Score -1844109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1844116.500000 Penalty: 3143.357910
	Iteration 35Q: 3 clusters Score -1844116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1844116.875000 Penalty: 3143.357910
	Iteration 36Q: 3 clusters Score -1844117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1844122.000000 Penalty: 3143.357910
	Iteration 37Q: 3 clusters Score -1844122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1844125.000000 Penalty: 3143.357910
	Iteration 38Q: 3 clusters Score -1844125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1844131.125000 Penalty: 3143.357910
	Iteration 39Q: 3 clusters Score -1844131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1844129.000000 Penalty: 3143.357910
	Iteration 40F: 3 clusters Score -1844129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1844132.125000 Penalty: 3143.357910
	Iteration 41Q: 3 clusters Score -1844132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1844130.375000 Penalty: 3143.357910
	Iteration 42Q: 3 clusters Score -1844130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1844137.125000 Penalty: 3143.357910
	Iteration 43Q: 3 clusters Score -1844137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1844134.875000 Penalty: 3143.357910
	Iteration 44Q: 3 clusters Score -1844135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1844139.625000 Penalty: 3143.357910
	Iteration 45Q: 3 clusters Score -1844140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1844139.250000 Penalty: 3143.357910
	Iteration 46Q: 3 clusters Score -1844139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1844142.500000 Penalty: 3143.357910
	Iteration 47Q: 3 clusters Score -1844142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1844145.250000 Penalty: 3143.357910
	Iteration 48Q: 3 clusters Score -1844145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1844146.375000 Penalty: 3143.357910
	Iteration 49Q: 3 clusters Score -1844146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1844147.625000 Penalty: 3143.357910
	Iteration 50Q: 3 clusters Score -1844148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1844148.625000 Penalty: 3143.357910
	Iteration 51Q: 3 clusters Score -1844149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1844150.500000 Penalty: 3143.357910
	Iteration 52Q: 3 clusters Score -1844150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1844154.125000 Penalty: 3143.357910
	Iteration 53Q: 3 clusters Score -1844154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1844154.125000 Penalty: 3143.357910
	Iteration 54Q: 3 clusters Score -1844154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1844153.750000 Penalty: 3143.357910
	Iteration 55Q: 3 clusters Score -1844154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1844155.375000 Penalty: 3143.357910
	Iteration 56Q: 3 clusters Score -1844155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1844155.750000 Penalty: 3143.357910
	Iteration 57Q: 3 clusters Score -1844156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1844156.875000 Penalty: 3143.357910
	Iteration 58Q: 3 clusters Score -1844157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1844162.250000 Penalty: 3143.357910
	Iteration 59Q: 3 clusters Score -1844162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1844159.000000 Penalty: 3143.357910
	Iteration 60F: 3 clusters Score -1844159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1844160.625000 Penalty: 3143.357910
	Iteration 61Q: 3 clusters Score -1844161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1844161.000000 Penalty: 3143.357910
	Iteration 62Q: 3 clusters Score -1844161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1844161.000000 Penalty: 3143.357910
	Iteration 63F: 3 clusters Score -1844161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -268596.375000 Penalty: 1262.180420
	Iteration 0F: 2 clusters Score -268596.4 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 1157 members 
Entering Unmasked Estep 
Score: -266325.906250 Penalty: 2524.360840
	Iteration 0F: 3 clusters Score -266325.9 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -266793.687500 Penalty: 2524.360840
	Iteration 1F: 3 clusters Score -266793.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -266911.187500 Penalty: 2524.360840
	Iteration 2F: 3 clusters Score -266911.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -266987.750000 Penalty: 2524.360840
	Iteration 3Q: 3 clusters Score -266987.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -267042.843750 Penalty: 2524.360840
	Iteration 4Q: 3 clusters Score -267042.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -267082.875000 Penalty: 2524.360840
	Iteration 5Q: 3 clusters Score -267082.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -267114.875000 Penalty: 2524.360840
	Iteration 6Q: 3 clusters Score -267114.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -267139.750000 Penalty: 2524.360840
	Iteration 7Q: 3 clusters Score -267139.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -267162.000000 Penalty: 2524.360840
	Iteration 8Q: 3 clusters Score -267162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -267183.531250 Penalty: 2524.360840
	Iteration 9Q: 3 clusters Score -267183.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -267201.937500 Penalty: 2524.360840
	Iteration 10Q: 3 clusters Score -267201.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -267232.875000 Penalty: 2524.360840
	Iteration 11Q: 3 clusters Score -267232.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -267257.937500 Penalty: 2524.360840
	Iteration 12Q: 3 clusters Score -267257.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -267283.375000 Penalty: 2524.360840
	Iteration 13Q: 3 clusters Score -267283.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -267307.375000 Penalty: 2524.360840
	Iteration 14Q: 3 clusters Score -267307.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -267362.500000 Penalty: 2524.360840
	Iteration 15Q: 3 clusters Score -267362.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -267443.218750 Penalty: 2524.360840
	Iteration 16Q: 3 clusters Score -267443.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -267539.312500 Penalty: 2524.360840
	Iteration 17Q: 3 clusters Score -267539.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -267628.468750 Penalty: 2524.360840
	Iteration 18Q: 3 clusters Score -267628.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -267692.656250 Penalty: 2524.360840
	Iteration 19Q: 3 clusters Score -267692.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -267754.843750 Penalty: 2524.360840
	Iteration 20F: 3 clusters Score -267754.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -267802.656250 Penalty: 2524.360840
	Iteration 21Q: 3 clusters Score -267802.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -267833.562500 Penalty: 2524.360840
	Iteration 22Q: 3 clusters Score -267833.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -267875.906250 Penalty: 2524.360840
	Iteration 23Q: 3 clusters Score -267875.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -267931.781250 Penalty: 2524.360840
	Iteration 24Q: 3 clusters Score -267931.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -268001.531250 Penalty: 2524.360840
	Iteration 25Q: 3 clusters Score -268001.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -268073.437500 Penalty: 2524.360840
	Iteration 26Q: 3 clusters Score -268073.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -268140.375000 Penalty: 2524.360840
	Iteration 27Q: 3 clusters Score -268140.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -268205.468750 Penalty: 2524.360840
	Iteration 28Q: 3 clusters Score -268205.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -268251.500000 Penalty: 2524.360840
	Iteration 29Q: 3 clusters Score -268251.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -268281.812500 Penalty: 2524.360840
	Iteration 30Q: 3 clusters Score -268281.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -268296.218750 Penalty: 2524.360840
	Iteration 31Q: 3 clusters Score -268296.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -268308.250000 Penalty: 2524.360840
	Iteration 32Q: 3 clusters Score -268308.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -268316.250000 Penalty: 2524.360840
	Iteration 33Q: 3 clusters Score -268316.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -268327.000000 Penalty: 2524.360840
	Iteration 34Q: 3 clusters Score -268327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -268337.437500 Penalty: 2524.360840
	Iteration 35Q: 3 clusters Score -268337.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -268346.656250 Penalty: 2524.360840
	Iteration 36Q: 3 clusters Score -268346.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -268358.343750 Penalty: 2524.360840
	Iteration 37Q: 3 clusters Score -268358.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -268370.687500 Penalty: 2524.360840
	Iteration 38Q: 3 clusters Score -268370.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -268379.375000 Penalty: 2524.360840
	Iteration 39Q: 3 clusters Score -268379.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -268397.843750 Penalty: 2524.360840
	Iteration 40F: 3 clusters Score -268397.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -268418.093750 Penalty: 2524.360840
	Iteration 41Q: 3 clusters Score -268418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -268427.281250 Penalty: 2524.360840
	Iteration 42Q: 3 clusters Score -268427.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -268432.062500 Penalty: 2524.360840
	Iteration 43Q: 3 clusters Score -268432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -268432.500000 Penalty: 2524.360840
	Iteration 44Q: 3 clusters Score -268432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -268432.812500 Penalty: 2524.360840
	Iteration 45Q: 3 clusters Score -268432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -268434.343750 Penalty: 2524.360840
	Iteration 46Q: 3 clusters Score -268434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -268434.687500 Penalty: 2524.360840
	Iteration 47Q: 3 clusters Score -268434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -268434.781250 Penalty: 2524.360840
	Iteration 48Q: 3 clusters Score -268434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -268435.437500 Penalty: 2524.360840
	Iteration 49Q: 3 clusters Score -268435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -268435.437500 Penalty: 2524.360840
	Iteration 50F: 3 clusters Score -268435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -18273.091797 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18273.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17535.044922 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17535.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17627.539062 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -17627.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17645.191406 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -17645.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17647.888672 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -17647.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17650.802734 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -17650.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17650.802734 Penalty: 1731.559692
	Iteration 5F: 3 clusters Score -17650.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Entering Unmasked Estep 
Score: -3854439.000000 Penalty: 1692.036377
	Iteration 0F: 2 clusters Score -3854439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -3831843.250000 Penalty: 3384.072754
	Iteration 0F: 3 clusters Score -3831843 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3840599.750000 Penalty: 3384.072754
	Iteration 1F: 3 clusters Score -3840600 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3841052.500000 Penalty: 3384.072754
	Iteration 2Q: 3 clusters Score -3841052 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3841506.250000 Penalty: 3384.072754
	Iteration 3Q: 3 clusters Score -3841506 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3841935.000000 Penalty: 3384.072754
	Iteration 4Q: 3 clusters Score -3841935 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3842435.250000 Penalty: 3384.072754
	Iteration 5Q: 3 clusters Score -3842435 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3843064.750000 Penalty: 3384.072754
	Iteration 6Q: 3 clusters Score -3843065 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3843885.000000 Penalty: 3384.072754
	Iteration 7Q: 3 clusters Score -3843885 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3845059.250000 Penalty: 3384.072754
	Iteration 8F: 3 clusters Score -3845059 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3846450.500000 Penalty: 3384.072754
	Iteration 9F: 3 clusters Score -3846450 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3848024.500000 Penalty: 3384.072754
	Iteration 10F: 3 clusters Score -3848024 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3849631.500000 Penalty: 3384.072754
	Iteration 11F: 3 clusters Score -3849632 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3850996.250000 Penalty: 3384.072754
	Iteration 12Q: 3 clusters Score -3850996 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3851845.000000 Penalty: 3384.072754
	Iteration 13Q: 3 clusters Score -3851845 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3852320.250000 Penalty: 3384.072754
	Iteration 14Q: 3 clusters Score -3852320 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3852606.250000 Penalty: 3384.072754
	Iteration 15Q: 3 clusters Score -3852606 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3852736.000000 Penalty: 3384.072754
	Iteration 16Q: 3 clusters Score -3852736 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3852815.250000 Penalty: 3384.072754
	Iteration 17Q: 3 clusters Score -3852815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3852852.250000 Penalty: 3384.072754
	Iteration 18Q: 3 clusters Score -3852852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3852889.750000 Penalty: 3384.072754
	Iteration 19Q: 3 clusters Score -3852890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3852927.250000 Penalty: 3384.072754
	Iteration 20F: 3 clusters Score -3852927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3852957.500000 Penalty: 3384.072754
	Iteration 21Q: 3 clusters Score -3852958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3852980.750000 Penalty: 3384.072754
	Iteration 22Q: 3 clusters Score -3852981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3852994.500000 Penalty: 3384.072754
	Iteration 23Q: 3 clusters Score -3852994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3852999.000000 Penalty: 3384.072754
	Iteration 24Q: 3 clusters Score -3852999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3853009.000000 Penalty: 3384.072754
	Iteration 25Q: 3 clusters Score -3853009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3853014.000000 Penalty: 3384.072754
	Iteration 26Q: 3 clusters Score -3853014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3853015.250000 Penalty: 3384.072754
	Iteration 27Q: 3 clusters Score -3853015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3853019.750000 Penalty: 3384.072754
	Iteration 28Q: 3 clusters Score -3853020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3853023.000000 Penalty: 3384.072754
	Iteration 29Q: 3 clusters Score -3853023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3853024.500000 Penalty: 3384.072754
	Iteration 30Q: 3 clusters Score -3853024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3853023.500000 Penalty: 3384.072754
	Iteration 31Q: 3 clusters Score -3853024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3853028.000000 Penalty: 3384.072754
	Iteration 32Q: 3 clusters Score -3853028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3853028.750000 Penalty: 3384.072754
	Iteration 33Q: 3 clusters Score -3853029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3853028.750000 Penalty: 3384.072754
	Iteration 34F: 3 clusters Score -3853029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -434496.750000 Penalty: 1346.641602
	Iteration 0F: 2 clusters Score -434496.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -431171.187500 Penalty: 2693.283203
	Iteration 0F: 3 clusters Score -431171.2 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -432121.968750 Penalty: 2693.283203
	Iteration 1F: 3 clusters Score -432122 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -432283.218750 Penalty: 2693.283203
	Iteration 2F: 3 clusters Score -432283.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -432429.937500 Penalty: 2693.283203
	Iteration 3F: 3 clusters Score -432429.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -432561.062500 Penalty: 2693.283203
	Iteration 4F: 3 clusters Score -432561.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -432685.718750 Penalty: 2693.283203
	Iteration 5Q: 3 clusters Score -432685.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -432788.031250 Penalty: 2693.283203
	Iteration 6Q: 3 clusters Score -432788 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -432897.468750 Penalty: 2693.283203
	Iteration 7Q: 3 clusters Score -432897.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -432993.187500 Penalty: 2693.283203
	Iteration 8Q: 3 clusters Score -432993.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -433080.468750 Penalty: 2693.283203
	Iteration 9Q: 3 clusters Score -433080.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -433153.656250 Penalty: 2693.283203
	Iteration 10Q: 3 clusters Score -433153.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -433211.625000 Penalty: 2693.283203
	Iteration 11Q: 3 clusters Score -433211.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -433255.968750 Penalty: 2693.283203
	Iteration 12Q: 3 clusters Score -433256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -433292.250000 Penalty: 2693.283203
	Iteration 13Q: 3 clusters Score -433292.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -433326.812500 Penalty: 2693.283203
	Iteration 14Q: 3 clusters Score -433326.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -433354.656250 Penalty: 2693.283203
	Iteration 15Q: 3 clusters Score -433354.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -433374.968750 Penalty: 2693.283203
	Iteration 16Q: 3 clusters Score -433375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -433386.562500 Penalty: 2693.283203
	Iteration 17Q: 3 clusters Score -433386.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -433401.187500 Penalty: 2693.283203
	Iteration 18Q: 3 clusters Score -433401.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -433419.531250 Penalty: 2693.283203
	Iteration 19Q: 3 clusters Score -433419.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -433436.187500 Penalty: 2693.283203
	Iteration 20F: 3 clusters Score -433436.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -433450.093750 Penalty: 2693.283203
	Iteration 21Q: 3 clusters Score -433450.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -433459.906250 Penalty: 2693.283203
	Iteration 22Q: 3 clusters Score -433459.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -433467.562500 Penalty: 2693.283203
	Iteration 23Q: 3 clusters Score -433467.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -433473.437500 Penalty: 2693.283203
	Iteration 24Q: 3 clusters Score -433473.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -433479.781250 Penalty: 2693.283203
	Iteration 25Q: 3 clusters Score -433479.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -433484.156250 Penalty: 2693.283203
	Iteration 26Q: 3 clusters Score -433484.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -433488.531250 Penalty: 2693.283203
	Iteration 27Q: 3 clusters Score -433488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -433490.781250 Penalty: 2693.283203
	Iteration 28Q: 3 clusters Score -433490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -433492.156250 Penalty: 2693.283203
	Iteration 29Q: 3 clusters Score -433492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -433493.656250 Penalty: 2693.283203
	Iteration 30Q: 3 clusters Score -433493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -433494.000000 Penalty: 2693.283203
	Iteration 31Q: 3 clusters Score -433494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -433494.125000 Penalty: 2693.283203
	Iteration 32Q: 3 clusters Score -433494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -433495.843750 Penalty: 2693.283203
	Iteration 33Q: 3 clusters Score -433495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -433496.593750 Penalty: 2693.283203
	Iteration 34Q: 3 clusters Score -433496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -433497.250000 Penalty: 2693.283203
	Iteration 35Q: 3 clusters Score -433497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -433497.500000 Penalty: 2693.283203
	Iteration 36Q: 3 clusters Score -433497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -433497.625000 Penalty: 2693.283203
	Iteration 37Q: 3 clusters Score -433497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -433497.031250 Penalty: 2693.283203
	Iteration 38Q: 3 clusters Score -433497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -433496.781250 Penalty: 2693.283203
	Iteration 39Q: 3 clusters Score -433496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -433497.062500 Penalty: 2693.283203
	Iteration 40F: 3 clusters Score -433497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -433497.437500 Penalty: 2693.283203
	Iteration 41Q: 3 clusters Score -433497.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -433499.375000 Penalty: 2693.283203
	Iteration 42Q: 3 clusters Score -433499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -433500.843750 Penalty: 2693.283203
	Iteration 43Q: 3 clusters Score -433500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -433503.250000 Penalty: 2693.283203
	Iteration 44Q: 3 clusters Score -433503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -433505.281250 Penalty: 2693.283203
	Iteration 45Q: 3 clusters Score -433505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -433506.406250 Penalty: 2693.283203
	Iteration 46Q: 3 clusters Score -433506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -433508.156250 Penalty: 2693.283203
	Iteration 47Q: 3 clusters Score -433508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -433509.875000 Penalty: 2693.283203
	Iteration 48Q: 3 clusters Score -433509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -433512.343750 Penalty: 2693.283203
	Iteration 49Q: 3 clusters Score -433512.3 nChanged 3
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: -433514.187500 Penalty: 2693.283203
	Iteration 50Q: 3 clusters Score -433514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -433516.468750 Penalty: 2693.283203
	Iteration 51Q: 3 clusters Score -433516.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -433519.593750 Penalty: 2693.283203
	Iteration 52Q: 3 clusters Score -433519.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -433523.437500 Penalty: 2693.283203
	Iteration 53Q: 3 clusters Score -433523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -433527.812500 Penalty: 2693.283203
	Iteration 54Q: 3 clusters Score -433527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -433530.156250 Penalty: 2693.283203
	Iteration 55Q: 3 clusters Score -433530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -433534.031250 Penalty: 2693.283203
	Iteration 56Q: 3 clusters Score -433534 nChanged 9
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: -433539.218750 Penalty: 2693.283203
	Iteration 57Q: 3 clusters Score -433539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -433541.406250 Penalty: 2693.283203
	Iteration 58Q: 3 clusters Score -433541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -433544.562500 Penalty: 2693.283203
	Iteration 59Q: 3 clusters Score -433544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -433547.125000 Penalty: 2693.283203
	Iteration 60F: 3 clusters Score -433547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -433548.156250 Penalty: 2693.283203
	Iteration 61Q: 3 clusters Score -433548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -433548.187500 Penalty: 2693.283203
	Iteration 62Q: 3 clusters Score -433548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -433549.281250 Penalty: 2693.283203
	Iteration 63Q: 3 clusters Score -433549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -433549.000000 Penalty: 2693.283203
	Iteration 64Q: 3 clusters Score -433549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -433550.281250 Penalty: 2693.283203
	Iteration 65Q: 3 clusters Score -433550.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -433552.500000 Penalty: 2693.283203
	Iteration 66Q: 3 clusters Score -433552.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -433553.500000 Penalty: 2693.283203
	Iteration 67Q: 3 clusters Score -433553.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -433555.500000 Penalty: 2693.283203
	Iteration 68Q: 3 clusters Score -433555.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -433558.656250 Penalty: 2693.283203
	Iteration 69Q: 3 clusters Score -433558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -433561.031250 Penalty: 2693.283203
	Iteration 70Q: 3 clusters Score -433561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -433562.375000 Penalty: 2693.283203
	Iteration 71Q: 3 clusters Score -433562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -433563.312500 Penalty: 2693.283203
	Iteration 72Q: 3 clusters Score -433563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -433564.593750 Penalty: 2693.283203
	Iteration 73Q: 3 clusters Score -433564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -433564.062500 Penalty: 2693.283203
	Iteration 74Q: 3 clusters Score -433564.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -433564.562500 Penalty: 2693.283203
	Iteration 75Q: 3 clusters Score -433564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -433566.156250 Penalty: 2693.283203
	Iteration 76Q: 3 clusters Score -433566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -433569.531250 Penalty: 2693.283203
	Iteration 77Q: 3 clusters Score -433569.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -433571.781250 Penalty: 2693.283203
	Iteration 78Q: 3 clusters Score -433571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -433574.968750 Penalty: 2693.283203
	Iteration 79Q: 3 clusters Score -433575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -433576.281250 Penalty: 2693.283203
	Iteration 80F: 3 clusters Score -433576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -433578.718750 Penalty: 2693.283203
	Iteration 81Q: 3 clusters Score -433578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -433581.281250 Penalty: 2693.283203
	Iteration 82Q: 3 clusters Score -433581.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -433582.312500 Penalty: 2693.283203
	Iteration 83Q: 3 clusters Score -433582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -433583.562500 Penalty: 2693.283203
	Iteration 84Q: 3 clusters Score -433583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -433584.906250 Penalty: 2693.283203
	Iteration 85Q: 3 clusters Score -433584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -433588.437500 Penalty: 2693.283203
	Iteration 86Q: 3 clusters Score -433588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -433590.218750 Penalty: 2693.283203
	Iteration 87Q: 3 clusters Score -433590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -433590.093750 Penalty: 2693.283203
	Iteration 88Q: 3 clusters Score -433590.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -433592.281250 Penalty: 2693.283203
	Iteration 89Q: 3 clusters Score -433592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -433594.468750 Penalty: 2693.283203
	Iteration 90Q: 3 clusters Score -433594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -433596.718750 Penalty: 2693.283203
	Iteration 91Q: 3 clusters Score -433596.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -433598.812500 Penalty: 2693.283203
	Iteration 92Q: 3 clusters Score -433598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -433602.250000 Penalty: 2693.283203
	Iteration 93Q: 3 clusters Score -433602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -433605.093750 Penalty: 2693.283203
	Iteration 94Q: 3 clusters Score -433605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -433605.500000 Penalty: 2693.283203
	Iteration 95Q: 3 clusters Score -433605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -433606.750000 Penalty: 2693.283203
	Iteration 96Q: 3 clusters Score -433606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -433607.875000 Penalty: 2693.283203
	Iteration 97Q: 3 clusters Score -433607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -433608.718750 Penalty: 2693.283203
	Iteration 98Q: 3 clusters Score -433608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -433608.812500 Penalty: 2693.283203
	Iteration 99Q: 3 clusters Score -433608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -433608.812500 Penalty: 2693.283203
	Iteration 100F: 3 clusters Score -433608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -452316.812500 Penalty: 1342.582031
	Iteration 0F: 2 clusters Score -452316.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -449018.750000 Penalty: 2685.164062
	Iteration 0F: 3 clusters Score -449018.8 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -449838.593750 Penalty: 2685.164062
	Iteration 1F: 3 clusters Score -449838.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -450039.375000 Penalty: 2685.164062
	Iteration 2F: 3 clusters Score -450039.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -450168.906250 Penalty: 2685.164062
	Iteration 3F: 3 clusters Score -450168.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -450250.593750 Penalty: 2685.164062
	Iteration 4Q: 3 clusters Score -450250.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -450306.281250 Penalty: 2685.164062
	Iteration 5Q: 3 clusters Score -450306.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -450366.125000 Penalty: 2685.164062
	Iteration 6Q: 3 clusters Score -450366.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -450427.750000 Penalty: 2685.164062
	Iteration 7Q: 3 clusters Score -450427.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -450498.125000 Penalty: 2685.164062
	Iteration 8Q: 3 clusters Score -450498.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -450555.843750 Penalty: 2685.164062
	Iteration 9Q: 3 clusters Score -450555.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -450610.843750 Penalty: 2685.164062
	Iteration 10Q: 3 clusters Score -450610.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -450651.406250 Penalty: 2685.164062
	Iteration 11Q: 3 clusters Score -450651.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -450690.531250 Penalty: 2685.164062
	Iteration 12Q: 3 clusters Score -450690.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -450720.718750 Penalty: 2685.164062
	Iteration 13Q: 3 clusters Score -450720.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -450754.906250 Penalty: 2685.164062
	Iteration 14Q: 3 clusters Score -450754.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -450786.500000 Penalty: 2685.164062
	Iteration 15Q: 3 clusters Score -450786.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -450813.500000 Penalty: 2685.164062
	Iteration 16Q: 3 clusters Score -450813.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -450833.718750 Penalty: 2685.164062
	Iteration 17Q: 3 clusters Score -450833.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -450843.843750 Penalty: 2685.164062
	Iteration 18Q: 3 clusters Score -450843.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -450846.531250 Penalty: 2685.164062
	Iteration 19Q: 3 clusters Score -450846.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -450851.843750 Penalty: 2685.164062
	Iteration 20F: 3 clusters Score -450851.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -450857.000000 Penalty: 2685.164062
	Iteration 21Q: 3 clusters Score -450857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -450863.156250 Penalty: 2685.164062
	Iteration 22Q: 3 clusters Score -450863.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -450871.375000 Penalty: 2685.164062
	Iteration 23Q: 3 clusters Score -450871.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -450878.937500 Penalty: 2685.164062
	Iteration 24Q: 3 clusters Score -450878.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -450885.343750 Penalty: 2685.164062
	Iteration 25Q: 3 clusters Score -450885.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -450888.531250 Penalty: 2685.164062
	Iteration 26Q: 3 clusters Score -450888.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -450890.125000 Penalty: 2685.164062
	Iteration 27Q: 3 clusters Score -450890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -450891.343750 Penalty: 2685.164062
	Iteration 28Q: 3 clusters Score -450891.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -450891.343750 Penalty: 2685.164062
	Iteration 29F: 3 clusters Score -450891.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -342736.343750 Penalty: 1300.056763
	Iteration 0F: 2 clusters Score -342736.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -340012.031250 Penalty: 2600.113525
	Iteration 0F: 3 clusters Score -340012 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -340739.968750 Penalty: 2600.113525
	Iteration 1F: 3 clusters Score -340740 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -340907.781250 Penalty: 2600.113525
	Iteration 2F: 3 clusters Score -340907.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -341007.281250 Penalty: 2600.113525
	Iteration 3F: 3 clusters Score -341007.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -341088.593750 Penalty: 2600.113525
	Iteration 4Q: 3 clusters Score -341088.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -341152.843750 Penalty: 2600.113525
	Iteration 5Q: 3 clusters Score -341152.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -341218.718750 Penalty: 2600.113525
	Iteration 6Q: 3 clusters Score -341218.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -341277.593750 Penalty: 2600.113525
	Iteration 7Q: 3 clusters Score -341277.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -341320.781250 Penalty: 2600.113525
	Iteration 8Q: 3 clusters Score -341320.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -341350.562500 Penalty: 2600.113525
	Iteration 9Q: 3 clusters Score -341350.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -341385.781250 Penalty: 2600.113525
	Iteration 10Q: 3 clusters Score -341385.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -341408.843750 Penalty: 2600.113525
	Iteration 11Q: 3 clusters Score -341408.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -341433.656250 Penalty: 2600.113525
	Iteration 12Q: 3 clusters Score -341433.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -341457.718750 Penalty: 2600.113525
	Iteration 13Q: 3 clusters Score -341457.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -341482.750000 Penalty: 2600.113525
	Iteration 14Q: 3 clusters Score -341482.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -341497.312500 Penalty: 2600.113525
	Iteration 15Q: 3 clusters Score -341497.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -341514.093750 Penalty: 2600.113525
	Iteration 16Q: 3 clusters Score -341514.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -341532.750000 Penalty: 2600.113525
	Iteration 17Q: 3 clusters Score -341532.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -341542.812500 Penalty: 2600.113525
	Iteration 18Q: 3 clusters Score -341542.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -341550.781250 Penalty: 2600.113525
	Iteration 19Q: 3 clusters Score -341550.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -341559.562500 Penalty: 2600.113525
	Iteration 20F: 3 clusters Score -341559.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -341569.187500 Penalty: 2600.113525
	Iteration 21Q: 3 clusters Score -341569.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -341585.687500 Penalty: 2600.113525
	Iteration 22Q: 3 clusters Score -341585.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -341598.281250 Penalty: 2600.113525
	Iteration 23Q: 3 clusters Score -341598.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -341603.843750 Penalty: 2600.113525
	Iteration 24Q: 3 clusters Score -341603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -341606.406250 Penalty: 2600.113525
	Iteration 25Q: 3 clusters Score -341606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -341610.343750 Penalty: 2600.113525
	Iteration 26Q: 3 clusters Score -341610.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -341611.875000 Penalty: 2600.113525
	Iteration 27Q: 3 clusters Score -341611.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -341615.500000 Penalty: 2600.113525
	Iteration 28Q: 3 clusters Score -341615.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -341621.343750 Penalty: 2600.113525
	Iteration 29Q: 3 clusters Score -341621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -341624.312500 Penalty: 2600.113525
	Iteration 30Q: 3 clusters Score -341624.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -341628.875000 Penalty: 2600.113525
	Iteration 31Q: 3 clusters Score -341628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -341629.468750 Penalty: 2600.113525
	Iteration 32Q: 3 clusters Score -341629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -341630.468750 Penalty: 2600.113525
	Iteration 33Q: 3 clusters Score -341630.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -341630.468750 Penalty: 2600.113525
	Iteration 34Q: 3 clusters Score -341630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -341630.468750 Penalty: 2600.113525
	Iteration 35F: 3 clusters Score -341630.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14430.957031 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14430.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13917.308594 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13917.31 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14216.812500 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -14216.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14255.597656 Penalty: 1718.686768
	Iteration 2Q: 3 clusters Score -14255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14295.050781 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -14295.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14298.785156 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -14298.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14311.306641 Penalty: 1718.686768
	Iteration 5Q: 3 clusters Score -14311.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14316.452148 Penalty: 1718.686768
	Iteration 6Q: 3 clusters Score -14316.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14316.452148 Penalty: 1718.686768
	Iteration 7F: 3 clusters Score -14316.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -481212.718750 Penalty: 1349.841797
	Iteration 0F: 2 clusters Score -481212.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -477857.343750 Penalty: 2699.683594
	Iteration 0F: 3 clusters Score -477857.3 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -478707.906250 Penalty: 2699.683594
	Iteration 1F: 3 clusters Score -478707.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -478851.625000 Penalty: 2699.683594
	Iteration 2F: 3 clusters Score -478851.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -478946.187500 Penalty: 2699.683594
	Iteration 3Q: 3 clusters Score -478946.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -479012.937500 Penalty: 2699.683594
	Iteration 4Q: 3 clusters Score -479012.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -479072.531250 Penalty: 2699.683594
	Iteration 5Q: 3 clusters Score -479072.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -479119.000000 Penalty: 2699.683594
	Iteration 6Q: 3 clusters Score -479119 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -479149.625000 Penalty: 2699.683594
	Iteration 7Q: 3 clusters Score -479149.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -479178.906250 Penalty: 2699.683594
	Iteration 8Q: 3 clusters Score -479178.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -479206.375000 Penalty: 2699.683594
	Iteration 9Q: 3 clusters Score -479206.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -479228.875000 Penalty: 2699.683594
	Iteration 10Q: 3 clusters Score -479228.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -479249.093750 Penalty: 2699.683594
	Iteration 11Q: 3 clusters Score -479249.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -479266.781250 Penalty: 2699.683594
	Iteration 12Q: 3 clusters Score -479266.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -479280.875000 Penalty: 2699.683594
	Iteration 13Q: 3 clusters Score -479280.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -479295.750000 Penalty: 2699.683594
	Iteration 14Q: 3 clusters Score -479295.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -479312.312500 Penalty: 2699.683594
	Iteration 15Q: 3 clusters Score -479312.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -479334.187500 Penalty: 2699.683594
	Iteration 16Q: 3 clusters Score -479334.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -479358.343750 Penalty: 2699.683594
	Iteration 17Q: 3 clusters Score -479358.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -479385.750000 Penalty: 2699.683594
	Iteration 18Q: 3 clusters Score -479385.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -479410.281250 Penalty: 2699.683594
	Iteration 19Q: 3 clusters Score -479410.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -479433.437500 Penalty: 2699.683594
	Iteration 20F: 3 clusters Score -479433.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -479460.906250 Penalty: 2699.683594
	Iteration 21Q: 3 clusters Score -479460.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -479485.656250 Penalty: 2699.683594
	Iteration 22Q: 3 clusters Score -479485.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -479504.750000 Penalty: 2699.683594
	Iteration 23Q: 3 clusters Score -479504.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -479524.906250 Penalty: 2699.683594
	Iteration 24Q: 3 clusters Score -479524.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -479546.593750 Penalty: 2699.683594
	Iteration 25Q: 3 clusters Score -479546.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -479565.468750 Penalty: 2699.683594
	Iteration 26Q: 3 clusters Score -479565.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -479586.000000 Penalty: 2699.683594
	Iteration 27Q: 3 clusters Score -479586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -479612.437500 Penalty: 2699.683594
	Iteration 28Q: 3 clusters Score -479612.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -479633.218750 Penalty: 2699.683594
	Iteration 29Q: 3 clusters Score -479633.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -479655.062500 Penalty: 2699.683594
	Iteration 30Q: 3 clusters Score -479655.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -479676.593750 Penalty: 2699.683594
	Iteration 31Q: 3 clusters Score -479676.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -479698.187500 Penalty: 2699.683594
	Iteration 32Q: 3 clusters Score -479698.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -479725.125000 Penalty: 2699.683594
	Iteration 33Q: 3 clusters Score -479725.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -479751.187500 Penalty: 2699.683594
	Iteration 34Q: 3 clusters Score -479751.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -479791.500000 Penalty: 2699.683594
	Iteration 35Q: 3 clusters Score -479791.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -479815.281250 Penalty: 2699.683594
	Iteration 36Q: 3 clusters Score -479815.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -479837.781250 Penalty: 2699.683594
	Iteration 37Q: 3 clusters Score -479837.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -479861.562500 Penalty: 2699.683594
	Iteration 38Q: 3 clusters Score -479861.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -479878.468750 Penalty: 2699.683594
	Iteration 39Q: 3 clusters Score -479878.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -479890.375000 Penalty: 2699.683594
	Iteration 40F: 3 clusters Score -479890.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -479899.531250 Penalty: 2699.683594
	Iteration 41Q: 3 clusters Score -479899.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -479906.843750 Penalty: 2699.683594
	Iteration 42Q: 3 clusters Score -479906.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -479915.312500 Penalty: 2699.683594
	Iteration 43Q: 3 clusters Score -479915.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -479928.093750 Penalty: 2699.683594
	Iteration 44Q: 3 clusters Score -479928.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -479934.000000 Penalty: 2699.683594
	Iteration 45Q: 3 clusters Score -479934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -479938.968750 Penalty: 2699.683594
	Iteration 46Q: 3 clusters Score -479939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -479940.812500 Penalty: 2699.683594
	Iteration 47Q: 3 clusters Score -479940.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -479941.718750 Penalty: 2699.683594
	Iteration 48Q: 3 clusters Score -479941.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -479942.875000 Penalty: 2699.683594
	Iteration 49Q: 3 clusters Score -479942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -479945.093750 Penalty: 2699.683594
	Iteration 50Q: 3 clusters Score -479945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -479947.062500 Penalty: 2699.683594
	Iteration 51Q: 3 clusters Score -479947.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -479948.968750 Penalty: 2699.683594
	Iteration 52Q: 3 clusters Score -479949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -479951.781250 Penalty: 2699.683594
	Iteration 53Q: 3 clusters Score -479951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -479953.812500 Penalty: 2699.683594
	Iteration 54Q: 3 clusters Score -479953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -479956.218750 Penalty: 2699.683594
	Iteration 55Q: 3 clusters Score -479956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -479960.187500 Penalty: 2699.683594
	Iteration 56Q: 3 clusters Score -479960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -479961.312500 Penalty: 2699.683594
	Iteration 57Q: 3 clusters Score -479961.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -479962.843750 Penalty: 2699.683594
	Iteration 58Q: 3 clusters Score -479962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -479965.000000 Penalty: 2699.683594
	Iteration 59Q: 3 clusters Score -479965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -479967.468750 Penalty: 2699.683594
	Iteration 60F: 3 clusters Score -479967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -479970.437500 Penalty: 2699.683594
	Iteration 61Q: 3 clusters Score -479970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -479973.375000 Penalty: 2699.683594
	Iteration 62Q: 3 clusters Score -479973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -479976.687500 Penalty: 2699.683594
	Iteration 63Q: 3 clusters Score -479976.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -479978.156250 Penalty: 2699.683594
	Iteration 64Q: 3 clusters Score -479978.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -479979.000000 Penalty: 2699.683594
	Iteration 65Q: 3 clusters Score -479979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -479979.937500 Penalty: 2699.683594
	Iteration 66Q: 3 clusters Score -479979.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -479979.937500 Penalty: 2699.683594
	Iteration 67F: 3 clusters Score -479979.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99360 members 
Entering Unmasked Estep 
Score: -11625438.000000 Penalty: 1869.807007
	Iteration 0F: 2 clusters Score -1.162544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -11561911.000000 Penalty: 3739.614014
	Iteration 0F: 3 clusters Score -1.156191e+07 nChanged 47548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -11589526.000000 Penalty: 3739.614014
	Iteration 1F: 3 clusters Score -1.158953e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -11590121.000000 Penalty: 3739.614014
	Iteration 2Q: 3 clusters Score -1.159012e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -11590857.000000 Penalty: 3739.614014
	Iteration 3Q: 3 clusters Score -1.159086e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -11591839.000000 Penalty: 3739.614014
	Iteration 4Q: 3 clusters Score -1.159184e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -11593002.000000 Penalty: 3739.614014
	Iteration 5Q: 3 clusters Score -1.1593e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -11594877.000000 Penalty: 3739.614014
	Iteration 6Q: 3 clusters Score -1.159488e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -11597693.000000 Penalty: 3739.614014
	Iteration 7F: 3 clusters Score -1.159769e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -11601660.000000 Penalty: 3739.614014
	Iteration 8F: 3 clusters Score -1.160166e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -11606744.000000 Penalty: 3739.614014
	Iteration 9F: 3 clusters Score -1.160674e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -11611500.000000 Penalty: 3739.614014
	Iteration 10F: 3 clusters Score -1.16115e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82659 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -11615014.000000 Penalty: 3739.614014
	Iteration 11Q: 3 clusters Score -1.161501e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -11617355.000000 Penalty: 3739.614014
	Iteration 12Q: 3 clusters Score -1.161736e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -11618874.000000 Penalty: 3739.614014
	Iteration 13Q: 3 clusters Score -1.161887e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -11620088.000000 Penalty: 3739.614014
	Iteration 14Q: 3 clusters Score -1.162009e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -11620981.000000 Penalty: 3739.614014
	Iteration 15Q: 3 clusters Score -1.162098e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -11621778.000000 Penalty: 3739.614014
	Iteration 16Q: 3 clusters Score -1.162178e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -11622227.000000 Penalty: 3739.614014
	Iteration 17Q: 3 clusters Score -1.162223e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -11622659.000000 Penalty: 3739.614014
	Iteration 18Q: 3 clusters Score -1.162266e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -11622989.000000 Penalty: 3739.614014
	Iteration 19Q: 3 clusters Score -1.162299e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11623201.000000 Penalty: 3739.614014
	Iteration 20F: 3 clusters Score -1.16232e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11623385.000000 Penalty: 3739.614014
	Iteration 21Q: 3 clusters Score -1.162338e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98104 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11623493.000000 Penalty: 3739.614014
	Iteration 22Q: 3 clusters Score -1.162349e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11623622.000000 Penalty: 3739.614014
	Iteration 23Q: 3 clusters Score -1.162362e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11623681.000000 Penalty: 3739.614014
	Iteration 24Q: 3 clusters Score -1.162368e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98574 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11623696.000000 Penalty: 3739.614014
	Iteration 25Q: 3 clusters Score -1.16237e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11623738.000000 Penalty: 3739.614014
	Iteration 26Q: 3 clusters Score -1.162374e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11623742.000000 Penalty: 3739.614014
	Iteration 27Q: 3 clusters Score -1.162374e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11623761.000000 Penalty: 3739.614014
	Iteration 28Q: 3 clusters Score -1.162376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98788 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11623786.000000 Penalty: 3739.614014
	Iteration 29Q: 3 clusters Score -1.162379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -11623788.000000 Penalty: 3739.614014
	Iteration 30Q: 3 clusters Score -1.162379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11623807.000000 Penalty: 3739.614014
	Iteration 31Q: 3 clusters Score -1.162381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11623817.000000 Penalty: 3739.614014
	Iteration 32Q: 3 clusters Score -1.162382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98839 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11623826.000000 Penalty: 3739.614014
	Iteration 33Q: 3 clusters Score -1.162383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98841 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11623822.000000 Penalty: 3739.614014
	Iteration 34Q: 3 clusters Score -1.162382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11623820.000000 Penalty: 3739.614014
	Iteration 35Q: 3 clusters Score -1.162382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11623820.000000 Penalty: 3739.614014
	Iteration 36F: 3 clusters Score -1.162382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (129320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129320 members 
Entering Unmasked Estep 
Score: -14862481.000000 Penalty: 1912.632324
	Iteration 0F: 2 clusters Score -1.486248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 64612 members 
Entering Unmasked Estep 
Score: -14780514.000000 Penalty: 3825.264648
	Iteration 0F: 3 clusters Score -1.478051e+07 nChanged 62179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -14816747.000000 Penalty: 3825.264648
	Iteration 1F: 3 clusters Score -1.481675e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -14817252.000000 Penalty: 3825.264648
	Iteration 2Q: 3 clusters Score -1.481725e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -14817824.000000 Penalty: 3825.264648
	Iteration 3Q: 3 clusters Score -1.481782e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -14818433.000000 Penalty: 3825.264648
	Iteration 4Q: 3 clusters Score -1.481843e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -14819257.000000 Penalty: 3825.264648
	Iteration 5Q: 3 clusters Score -1.481926e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 71205 members 
Entering Unmasked Estep 
Score: -14820308.000000 Penalty: 3825.264648
	Iteration 6Q: 3 clusters Score -1.482031e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -14821896.000000 Penalty: 3825.264648
	Iteration 7Q: 3 clusters Score -1.48219e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -14824302.000000 Penalty: 3825.264648
	Iteration 8Q: 3 clusters Score -1.48243e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -14828225.000000 Penalty: 3825.264648
	Iteration 9F: 3 clusters Score -1.482822e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 93930 members 
Entering Unmasked Estep 
Score: -14834170.000000 Penalty: 3825.264648
	Iteration 10F: 3 clusters Score -1.483417e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -14841737.000000 Penalty: 3825.264648
	Iteration 11F: 3 clusters Score -1.484174e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 112464 members 
Entering Unmasked Estep 
Score: -14849449.000000 Penalty: 3825.264648
	Iteration 12F: 3 clusters Score -1.484945e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 120332 members 
Entering Unmasked Estep 
Score: -14855545.000000 Penalty: 3825.264648
	Iteration 13F: 3 clusters Score -1.485554e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 125386 members 
Entering Unmasked Estep 
Score: -14858801.000000 Penalty: 3825.264648
	Iteration 14Q: 3 clusters Score -1.48588e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 127762 members 
Entering Unmasked Estep 
Score: -14860054.000000 Penalty: 3825.264648
	Iteration 15Q: 3 clusters Score -1.486005e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 128627 members 
Entering Unmasked Estep 
Score: -14860526.000000 Penalty: 3825.264648
	Iteration 16Q: 3 clusters Score -1.486053e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 128915 members 
Entering Unmasked Estep 
Score: -14860696.000000 Penalty: 3825.264648
	Iteration 17Q: 3 clusters Score -1.48607e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 129005 members 
Entering Unmasked Estep 
Score: -14860758.000000 Penalty: 3825.264648
	Iteration 18Q: 3 clusters Score -1.486076e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 129045 members 
Entering Unmasked Estep 
Score: -14860802.000000 Penalty: 3825.264648
	Iteration 19Q: 3 clusters Score -1.48608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 129059 members 
Entering Unmasked Estep 
Score: -14860835.000000 Penalty: 3825.264648
	Iteration 20F: 3 clusters Score -1.486084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 129070 members 
Entering Unmasked Estep 
Score: -14860835.000000 Penalty: 3825.264648
	Iteration 21Q: 3 clusters Score -1.486084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 129076 members 
Entering Unmasked Estep 
Score: -14860867.000000 Penalty: 3825.264648
	Iteration 22Q: 3 clusters Score -1.486087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 129080 members 
Entering Unmasked Estep 
Score: -14860875.000000 Penalty: 3825.264648
	Iteration 23Q: 3 clusters Score -1.486088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 129088 members 
Entering Unmasked Estep 
Score: -14860894.000000 Penalty: 3825.264648
	Iteration 24Q: 3 clusters Score -1.486089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 129092 members 
Entering Unmasked Estep 
Score: -14860891.000000 Penalty: 3825.264648
	Iteration 25Q: 3 clusters Score -1.486089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 129093 members 
Entering Unmasked Estep 
Score: -14860899.000000 Penalty: 3825.264648
	Iteration 26Q: 3 clusters Score -1.48609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 129093 members 
Entering Unmasked Estep 
Score: -14860899.000000 Penalty: 3825.264648
	Iteration 27F: 3 clusters Score -1.48609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -362426.843750 Penalty: 1308.031860
	Iteration 0F: 2 clusters Score -362426.8 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 1579 members 
Entering Unmasked Estep 
Score: -359606.718750 Penalty: 2616.063721
	Iteration 0F: 3 clusters Score -359606.7 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -360298.750000 Penalty: 2616.063721
	Iteration 1F: 3 clusters Score -360298.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -360431.093750 Penalty: 2616.063721
	Iteration 2F: 3 clusters Score -360431.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -360521.250000 Penalty: 2616.063721
	Iteration 3Q: 3 clusters Score -360521.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -360592.875000 Penalty: 2616.063721
	Iteration 4Q: 3 clusters Score -360592.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -360653.687500 Penalty: 2616.063721
	Iteration 5Q: 3 clusters Score -360653.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -360697.500000 Penalty: 2616.063721
	Iteration 6Q: 3 clusters Score -360697.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -360742.125000 Penalty: 2616.063721
	Iteration 7Q: 3 clusters Score -360742.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -360790.593750 Penalty: 2616.063721
	Iteration 8Q: 3 clusters Score -360790.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -360832.562500 Penalty: 2616.063721
	Iteration 9Q: 3 clusters Score -360832.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -360873.843750 Penalty: 2616.063721
	Iteration 10Q: 3 clusters Score -360873.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -360903.781250 Penalty: 2616.063721
	Iteration 11Q: 3 clusters Score -360903.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -360934.125000 Penalty: 2616.063721
	Iteration 12Q: 3 clusters Score -360934.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -360964.437500 Penalty: 2616.063721
	Iteration 13Q: 3 clusters Score -360964.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -360988.500000 Penalty: 2616.063721
	Iteration 14Q: 3 clusters Score -360988.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -361013.406250 Penalty: 2616.063721
	Iteration 15Q: 3 clusters Score -361013.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -361037.437500 Penalty: 2616.063721
	Iteration 16Q: 3 clusters Score -361037.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -361077.500000 Penalty: 2616.063721
	Iteration 17Q: 3 clusters Score -361077.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -361127.812500 Penalty: 2616.063721
	Iteration 18Q: 3 clusters Score -361127.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -361165.250000 Penalty: 2616.063721
	Iteration 19Q: 3 clusters Score -361165.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -361189.656250 Penalty: 2616.063721
	Iteration 20F: 3 clusters Score -361189.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -361203.375000 Penalty: 2616.063721
	Iteration 21Q: 3 clusters Score -361203.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -361218.000000 Penalty: 2616.063721
	Iteration 22Q: 3 clusters Score -361218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -361234.593750 Penalty: 2616.063721
	Iteration 23Q: 3 clusters Score -361234.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -361246.937500 Penalty: 2616.063721
	Iteration 24Q: 3 clusters Score -361246.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -361258.937500 Penalty: 2616.063721
	Iteration 25Q: 3 clusters Score -361258.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -361269.343750 Penalty: 2616.063721
	Iteration 26Q: 3 clusters Score -361269.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -361278.406250 Penalty: 2616.063721
	Iteration 27Q: 3 clusters Score -361278.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -361285.812500 Penalty: 2616.063721
	Iteration 28Q: 3 clusters Score -361285.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -361291.750000 Penalty: 2616.063721
	Iteration 29Q: 3 clusters Score -361291.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -361299.468750 Penalty: 2616.063721
	Iteration 30Q: 3 clusters Score -361299.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -361309.031250 Penalty: 2616.063721
	Iteration 31Q: 3 clusters Score -361309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -361315.343750 Penalty: 2616.063721
	Iteration 32Q: 3 clusters Score -361315.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -361322.750000 Penalty: 2616.063721
	Iteration 33Q: 3 clusters Score -361322.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -361328.593750 Penalty: 2616.063721
	Iteration 34Q: 3 clusters Score -361328.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -361335.312500 Penalty: 2616.063721
	Iteration 35Q: 3 clusters Score -361335.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -361344.343750 Penalty: 2616.063721
	Iteration 36Q: 3 clusters Score -361344.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -361354.687500 Penalty: 2616.063721
	Iteration 37Q: 3 clusters Score -361354.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -361374.187500 Penalty: 2616.063721
	Iteration 38Q: 3 clusters Score -361374.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -361389.531250 Penalty: 2616.063721
	Iteration 39Q: 3 clusters Score -361389.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -361399.656250 Penalty: 2616.063721
	Iteration 40F: 3 clusters Score -361399.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -361413.843750 Penalty: 2616.063721
	Iteration 41Q: 3 clusters Score -361413.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -361423.343750 Penalty: 2616.063721
	Iteration 42Q: 3 clusters Score -361423.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -361430.156250 Penalty: 2616.063721
	Iteration 43Q: 3 clusters Score -361430.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -361435.843750 Penalty: 2616.063721
	Iteration 44Q: 3 clusters Score -361435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -361438.406250 Penalty: 2616.063721
	Iteration 45Q: 3 clusters Score -361438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -361439.750000 Penalty: 2616.063721
	Iteration 46Q: 3 clusters Score -361439.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -361439.937500 Penalty: 2616.063721
	Iteration 47Q: 3 clusters Score -361439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -361441.125000 Penalty: 2616.063721
	Iteration 48Q: 3 clusters Score -361441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -361441.125000 Penalty: 2616.063721
	Iteration 49F: 3 clusters Score -361441.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Entering Unmasked Estep 
Score: -10923864.000000 Penalty: 1859.982788
	Iteration 0F: 2 clusters Score -1.092386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -10863108.000000 Penalty: 3719.965576
	Iteration 0F: 3 clusters Score -1.086311e+07 nChanged 44588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -10889132.000000 Penalty: 3719.965576
	Iteration 1F: 3 clusters Score -1.088913e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -10889841.000000 Penalty: 3719.965576
	Iteration 2Q: 3 clusters Score -1.088984e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -10890776.000000 Penalty: 3719.965576
	Iteration 3Q: 3 clusters Score -1.089078e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -10892293.000000 Penalty: 3719.965576
	Iteration 4Q: 3 clusters Score -1.089229e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -10894535.000000 Penalty: 3719.965576
	Iteration 5Q: 3 clusters Score -1.089454e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -10897390.000000 Penalty: 3719.965576
	Iteration 6F: 3 clusters Score -1.089739e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -10900910.000000 Penalty: 3719.965576
	Iteration 7F: 3 clusters Score -1.090091e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -10905055.000000 Penalty: 3719.965576
	Iteration 8F: 3 clusters Score -1.090506e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -10909072.000000 Penalty: 3719.965576
	Iteration 9F: 3 clusters Score -1.090907e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 76396 members 
Entering Unmasked Estep 
Score: -10912136.000000 Penalty: 3719.965576
	Iteration 10Q: 3 clusters Score -1.091214e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -10914196.000000 Penalty: 3719.965576
	Iteration 11Q: 3 clusters Score -1.09142e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 81136 members 
Entering Unmasked Estep 
Score: -10915624.000000 Penalty: 3719.965576
	Iteration 12Q: 3 clusters Score -1.091562e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -10916798.000000 Penalty: 3719.965576
	Iteration 13Q: 3 clusters Score -1.09168e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 84940 members 
Entering Unmasked Estep 
Score: -10917819.000000 Penalty: 3719.965576
	Iteration 14Q: 3 clusters Score -1.091782e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -10918644.000000 Penalty: 3719.965576
	Iteration 15Q: 3 clusters Score -1.091864e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -10919450.000000 Penalty: 3719.965576
	Iteration 16Q: 3 clusters Score -1.091945e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 89359 members 
Entering Unmasked Estep 
Score: -10920142.000000 Penalty: 3719.965576
	Iteration 17Q: 3 clusters Score -1.092014e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 90427 members 
Entering Unmasked Estep 
Score: -10920748.000000 Penalty: 3719.965576
	Iteration 18Q: 3 clusters Score -1.092075e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 91269 members 
Entering Unmasked Estep 
Score: -10921193.000000 Penalty: 3719.965576
	Iteration 19Q: 3 clusters Score -1.092119e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 91877 members 
Entering Unmasked Estep 
Score: -10921475.000000 Penalty: 3719.965576
	Iteration 20F: 3 clusters Score -1.092148e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 92290 members 
Entering Unmasked Estep 
Score: -10921712.000000 Penalty: 3719.965576
	Iteration 21Q: 3 clusters Score -1.092171e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 92528 members 
Entering Unmasked Estep 
Score: -10921851.000000 Penalty: 3719.965576
	Iteration 22Q: 3 clusters Score -1.092185e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -10921942.000000 Penalty: 3719.965576
	Iteration 23Q: 3 clusters Score -1.092194e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 92804 members 
Entering Unmasked Estep 
Score: -10922001.000000 Penalty: 3719.965576
	Iteration 24Q: 3 clusters Score -1.0922e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -10922062.000000 Penalty: 3719.965576
	Iteration 25Q: 3 clusters Score -1.092206e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -10922079.000000 Penalty: 3719.965576
	Iteration 26Q: 3 clusters Score -1.092208e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -10922108.000000 Penalty: 3719.965576
	Iteration 27Q: 3 clusters Score -1.092211e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -10922120.000000 Penalty: 3719.965576
	Iteration 28Q: 3 clusters Score -1.092212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -10922126.000000 Penalty: 3719.965576
	Iteration 29Q: 3 clusters Score -1.092213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -10922147.000000 Penalty: 3719.965576
	Iteration 30Q: 3 clusters Score -1.092215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -10922139.000000 Penalty: 3719.965576
	Iteration 31Q: 3 clusters Score -1.092214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -10922153.000000 Penalty: 3719.965576
	Iteration 32Q: 3 clusters Score -1.092215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -10922163.000000 Penalty: 3719.965576
	Iteration 33Q: 3 clusters Score -1.092216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -10922165.000000 Penalty: 3719.965576
	Iteration 34Q: 3 clusters Score -1.092216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 93110 members 
Entering Unmasked Estep 
Score: -10922172.000000 Penalty: 3719.965576
	Iteration 35Q: 3 clusters Score -1.092217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
Score: -10922179.000000 Penalty: 3719.965576
	Iteration 36Q: 3 clusters Score -1.092218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 93125 members 
Entering Unmasked Estep 
Score: -10922192.000000 Penalty: 3719.965576
	Iteration 37Q: 3 clusters Score -1.092219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -10922197.000000 Penalty: 3719.965576
	Iteration 38Q: 3 clusters Score -1.09222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
Score: -10922190.000000 Penalty: 3719.965576
	Iteration 39Q: 3 clusters Score -1.092219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -10922198.000000 Penalty: 3719.965576
	Iteration 40F: 3 clusters Score -1.09222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 93146 members 
Entering Unmasked Estep 
Score: -10922197.000000 Penalty: 3719.965576
	Iteration 41Q: 3 clusters Score -1.09222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 93149 members 
Entering Unmasked Estep 
Score: -10922209.000000 Penalty: 3719.965576
	Iteration 42Q: 3 clusters Score -1.092221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -10922211.000000 Penalty: 3719.965576
	Iteration 43Q: 3 clusters Score -1.092221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 93156 members 
Entering Unmasked Estep 
Score: -10922218.000000 Penalty: 3719.965576
	Iteration 44Q: 3 clusters Score -1.092222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 93156 members 
Entering Unmasked Estep 
Score: -10922220.000000 Penalty: 3719.965576
	Iteration 45Q: 3 clusters Score -1.092222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -10922212.000000 Penalty: 3719.965576
	Iteration 46Q: 3 clusters Score -1.092221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -10922212.000000 Penalty: 3719.965576
	Iteration 47F: 3 clusters Score -1.092221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -330809.250000 Penalty: 1293.552612
	Iteration 0F: 2 clusters Score -330809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -328151.531250 Penalty: 2587.105225
	Iteration 0F: 3 clusters Score -328151.5 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -328828.718750 Penalty: 2587.105225
	Iteration 1F: 3 clusters Score -328828.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -328971.312500 Penalty: 2587.105225
	Iteration 2F: 3 clusters Score -328971.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -329054.437500 Penalty: 2587.105225
	Iteration 3Q: 3 clusters Score -329054.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -329102.281250 Penalty: 2587.105225
	Iteration 4Q: 3 clusters Score -329102.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -329131.843750 Penalty: 2587.105225
	Iteration 5Q: 3 clusters Score -329131.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -329159.718750 Penalty: 2587.105225
	Iteration 6Q: 3 clusters Score -329159.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -329184.906250 Penalty: 2587.105225
	Iteration 7Q: 3 clusters Score -329184.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -329208.718750 Penalty: 2587.105225
	Iteration 8Q: 3 clusters Score -329208.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -329227.125000 Penalty: 2587.105225
	Iteration 9Q: 3 clusters Score -329227.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -329239.937500 Penalty: 2587.105225
	Iteration 10Q: 3 clusters Score -329239.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -329247.625000 Penalty: 2587.105225
	Iteration 11Q: 3 clusters Score -329247.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -329252.718750 Penalty: 2587.105225
	Iteration 12Q: 3 clusters Score -329252.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -329255.875000 Penalty: 2587.105225
	Iteration 13Q: 3 clusters Score -329255.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -329260.062500 Penalty: 2587.105225
	Iteration 14Q: 3 clusters Score -329260.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -329262.593750 Penalty: 2587.105225
	Iteration 15Q: 3 clusters Score -329262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -329263.156250 Penalty: 2587.105225
	Iteration 16Q: 3 clusters Score -329263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -329264.312500 Penalty: 2587.105225
	Iteration 17Q: 3 clusters Score -329264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -329265.437500 Penalty: 2587.105225
	Iteration 18Q: 3 clusters Score -329265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -329265.687500 Penalty: 2587.105225
	Iteration 19Q: 3 clusters Score -329265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -329266.406250 Penalty: 2587.105225
	Iteration 20F: 3 clusters Score -329266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -329269.812500 Penalty: 2587.105225
	Iteration 21Q: 3 clusters Score -329269.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -329271.187500 Penalty: 2587.105225
	Iteration 22Q: 3 clusters Score -329271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -329272.625000 Penalty: 2587.105225
	Iteration 23Q: 3 clusters Score -329272.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -329274.812500 Penalty: 2587.105225
	Iteration 24Q: 3 clusters Score -329274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -329281.343750 Penalty: 2587.105225
	Iteration 25Q: 3 clusters Score -329281.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -329285.718750 Penalty: 2587.105225
	Iteration 26Q: 3 clusters Score -329285.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -329287.468750 Penalty: 2587.105225
	Iteration 27Q: 3 clusters Score -329287.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -329288.750000 Penalty: 2587.105225
	Iteration 28Q: 3 clusters Score -329288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -329288.968750 Penalty: 2587.105225
	Iteration 29Q: 3 clusters Score -329289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -329288.937500 Penalty: 2587.105225
	Iteration 30Q: 3 clusters Score -329288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -329289.656250 Penalty: 2587.105225
	Iteration 31Q: 3 clusters Score -329289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -329290.375000 Penalty: 2587.105225
	Iteration 32Q: 3 clusters Score -329290.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -329290.968750 Penalty: 2587.105225
	Iteration 33Q: 3 clusters Score -329291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -329292.593750 Penalty: 2587.105225
	Iteration 34Q: 3 clusters Score -329292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -329296.500000 Penalty: 2587.105225
	Iteration 35Q: 3 clusters Score -329296.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -329299.125000 Penalty: 2587.105225
	Iteration 36Q: 3 clusters Score -329299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -329299.187500 Penalty: 2587.105225
	Iteration 37Q: 3 clusters Score -329299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -329300.312500 Penalty: 2587.105225
	Iteration 38Q: 3 clusters Score -329300.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -329300.312500 Penalty: 2587.105225
	Iteration 39F: 3 clusters Score -329300.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Entering Unmasked Estep 
Score: -1009738.375000 Penalty: 1475.129883
	Iteration 0F: 2 clusters Score -1009738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1003462.687500 Penalty: 2950.259766
	Iteration 0F: 3 clusters Score -1003463 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1005453.937500 Penalty: 2950.259766
	Iteration 1F: 3 clusters Score -1005454 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1005706.437500 Penalty: 2950.259766
	Iteration 2F: 3 clusters Score -1005706 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1005906.812500 Penalty: 2950.259766
	Iteration 3Q: 3 clusters Score -1005907 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1006083.750000 Penalty: 2950.259766
	Iteration 4Q: 3 clusters Score -1006084 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1006216.312500 Penalty: 2950.259766
	Iteration 5Q: 3 clusters Score -1006216 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1006344.375000 Penalty: 2950.259766
	Iteration 6Q: 3 clusters Score -1006344 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1006476.937500 Penalty: 2950.259766
	Iteration 7Q: 3 clusters Score -1006477 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1006609.562500 Penalty: 2950.259766
	Iteration 8Q: 3 clusters Score -1006610 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1006755.125000 Penalty: 2950.259766
	Iteration 9Q: 3 clusters Score -1006755 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1006905.187500 Penalty: 2950.259766
	Iteration 10Q: 3 clusters Score -1006905 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1007040.125000 Penalty: 2950.259766
	Iteration 11Q: 3 clusters Score -1007040 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1007192.125000 Penalty: 2950.259766
	Iteration 12Q: 3 clusters Score -1007192 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1007350.562500 Penalty: 2950.259766
	Iteration 13Q: 3 clusters Score -1007351 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1007516.500000 Penalty: 2950.259766
	Iteration 14Q: 3 clusters Score -1007516 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1007676.937500 Penalty: 2950.259766
	Iteration 15Q: 3 clusters Score -1007677 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1007800.187500 Penalty: 2950.259766
	Iteration 16Q: 3 clusters Score -1007800 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1007923.687500 Penalty: 2950.259766
	Iteration 17Q: 3 clusters Score -1007924 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1008066.875000 Penalty: 2950.259766
	Iteration 18Q: 3 clusters Score -1008067 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1008181.500000 Penalty: 2950.259766
	Iteration 19Q: 3 clusters Score -1008182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1008277.937500 Penalty: 2950.259766
	Iteration 20F: 3 clusters Score -1008278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1008350.937500 Penalty: 2950.259766
	Iteration 21Q: 3 clusters Score -1008351 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1008414.187500 Penalty: 2950.259766
	Iteration 22Q: 3 clusters Score -1008414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1008460.937500 Penalty: 2950.259766
	Iteration 23Q: 3 clusters Score -1008461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1008498.187500 Penalty: 2950.259766
	Iteration 24Q: 3 clusters Score -1008498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1008540.812500 Penalty: 2950.259766
	Iteration 25Q: 3 clusters Score -1008541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1008598.375000 Penalty: 2950.259766
	Iteration 26Q: 3 clusters Score -1008598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1008629.562500 Penalty: 2950.259766
	Iteration 27Q: 3 clusters Score -1008630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1008647.937500 Penalty: 2950.259766
	Iteration 28Q: 3 clusters Score -1008648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1008658.562500 Penalty: 2950.259766
	Iteration 29Q: 3 clusters Score -1008659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1008666.312500 Penalty: 2950.259766
	Iteration 30Q: 3 clusters Score -1008666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1008668.562500 Penalty: 2950.259766
	Iteration 31Q: 3 clusters Score -1008669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1008671.062500 Penalty: 2950.259766
	Iteration 32Q: 3 clusters Score -1008671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1008673.812500 Penalty: 2950.259766
	Iteration 33Q: 3 clusters Score -1008674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1008675.687500 Penalty: 2950.259766
	Iteration 34Q: 3 clusters Score -1008676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1008674.562500 Penalty: 2950.259766
	Iteration 35Q: 3 clusters Score -1008675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1008675.937500 Penalty: 2950.259766
	Iteration 36Q: 3 clusters Score -1008676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1008675.125000 Penalty: 2950.259766
	Iteration 37Q: 3 clusters Score -1008675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1008675.125000 Penalty: 2950.259766
	Iteration 38F: 3 clusters Score -1008675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -118652.125000 Penalty: 1128.727295
	Iteration 0F: 2 clusters Score -118652.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117186.875000 Penalty: 2257.454590
	Iteration 0F: 3 clusters Score -117186.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117438.140625 Penalty: 2257.454590
	Iteration 1F: 3 clusters Score -117438.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117515.960938 Penalty: 2257.454590
	Iteration 2F: 3 clusters Score -117516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117556.210938 Penalty: 2257.454590
	Iteration 3Q: 3 clusters Score -117556.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -117577.281250 Penalty: 2257.454590
	Iteration 4Q: 3 clusters Score -117577.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117593.828125 Penalty: 2257.454590
	Iteration 5Q: 3 clusters Score -117593.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117603.796875 Penalty: 2257.454590
	Iteration 6Q: 3 clusters Score -117603.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -117612.304688 Penalty: 2257.454590
	Iteration 7Q: 3 clusters Score -117612.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117616.984375 Penalty: 2257.454590
	Iteration 8Q: 3 clusters Score -117617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117619.179688 Penalty: 2257.454590
	Iteration 9Q: 3 clusters Score -117619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -117620.914062 Penalty: 2257.454590
	Iteration 10Q: 3 clusters Score -117620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117623.734375 Penalty: 2257.454590
	Iteration 11Q: 3 clusters Score -117623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117626.828125 Penalty: 2257.454590
	Iteration 12Q: 3 clusters Score -117626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117628.351562 Penalty: 2257.454590
	Iteration 13Q: 3 clusters Score -117628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -117630.421875 Penalty: 2257.454590
	Iteration 14Q: 3 clusters Score -117630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -117635.773438 Penalty: 2257.454590
	Iteration 15Q: 3 clusters Score -117635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117638.882812 Penalty: 2257.454590
	Iteration 16Q: 3 clusters Score -117638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117639.210938 Penalty: 2257.454590
	Iteration 17Q: 3 clusters Score -117639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117639.789062 Penalty: 2257.454590
	Iteration 18Q: 3 clusters Score -117639.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117639.789062 Penalty: 2257.454590
	Iteration 19F: 3 clusters Score -117639.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (104091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104091 members 
Entering Unmasked Estep 
Score: -12176281.000000 Penalty: 1877.365845
	Iteration 0F: 2 clusters Score -1.217628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -12109886.000000 Penalty: 3754.731689
	Iteration 0F: 3 clusters Score -1.210989e+07 nChanged 49606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -12138739.000000 Penalty: 3754.731689
	Iteration 1F: 3 clusters Score -1.213874e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -12140018.000000 Penalty: 3754.731689
	Iteration 2Q: 3 clusters Score -1.214002e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -12142496.000000 Penalty: 3754.731689
	Iteration 3F: 3 clusters Score -1.21425e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -12146441.000000 Penalty: 3754.731689
	Iteration 4F: 3 clusters Score -1.214644e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -12152306.000000 Penalty: 3754.731689
	Iteration 5F: 3 clusters Score -1.215231e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86461 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -12159169.000000 Penalty: 3754.731689
	Iteration 6F: 3 clusters Score -1.215917e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92709 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -12164893.000000 Penalty: 3754.731689
	Iteration 7F: 3 clusters Score -1.216489e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96773 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -12168589.000000 Penalty: 3754.731689
	Iteration 8Q: 3 clusters Score -1.216859e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99041 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -12170671.000000 Penalty: 3754.731689
	Iteration 9Q: 3 clusters Score -1.217067e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100313 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -12171770.000000 Penalty: 3754.731689
	Iteration 10Q: 3 clusters Score -1.217177e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101152 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -12172675.000000 Penalty: 3754.731689
	Iteration 11Q: 3 clusters Score -1.217268e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -12173304.000000 Penalty: 3754.731689
	Iteration 12Q: 3 clusters Score -1.21733e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -12173696.000000 Penalty: 3754.731689
	Iteration 13Q: 3 clusters Score -1.21737e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102470 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -12173944.000000 Penalty: 3754.731689
	Iteration 14Q: 3 clusters Score -1.217394e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102717 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12174148.000000 Penalty: 3754.731689
	Iteration 15Q: 3 clusters Score -1.217415e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102928 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12174259.000000 Penalty: 3754.731689
	Iteration 16Q: 3 clusters Score -1.217426e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12174363.000000 Penalty: 3754.731689
	Iteration 17Q: 3 clusters Score -1.217436e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103191 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12174463.000000 Penalty: 3754.731689
	Iteration 18Q: 3 clusters Score -1.217446e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -12174507.000000 Penalty: 3754.731689
	Iteration 19Q: 3 clusters Score -1.217451e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12174552.000000 Penalty: 3754.731689
	Iteration 20F: 3 clusters Score -1.217455e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103405 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12174615.000000 Penalty: 3754.731689
	Iteration 21Q: 3 clusters Score -1.217462e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -12174639.000000 Penalty: 3754.731689
	Iteration 22Q: 3 clusters Score -1.217464e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -12174657.000000 Penalty: 3754.731689
	Iteration 23Q: 3 clusters Score -1.217466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12174675.000000 Penalty: 3754.731689
	Iteration 24Q: 3 clusters Score -1.217468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103537 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -12174708.000000 Penalty: 3754.731689
	Iteration 25Q: 3 clusters Score -1.217471e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12174702.000000 Penalty: 3754.731689
	Iteration 26Q: 3 clusters Score -1.21747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12174703.000000 Penalty: 3754.731689
	Iteration 27Q: 3 clusters Score -1.21747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12174711.000000 Penalty: 3754.731689
	Iteration 28Q: 3 clusters Score -1.217471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103596 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12174712.000000 Penalty: 3754.731689
	Iteration 29Q: 3 clusters Score -1.217471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103600 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12174718.000000 Penalty: 3754.731689
	Iteration 30Q: 3 clusters Score -1.217472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12174715.000000 Penalty: 3754.731689
	Iteration 31Q: 3 clusters Score -1.217472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12174717.000000 Penalty: 3754.731689
	Iteration 32Q: 3 clusters Score -1.217472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12174718.000000 Penalty: 3754.731689
	Iteration 33Q: 3 clusters Score -1.217472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12174720.000000 Penalty: 3754.731689
	Iteration 34Q: 3 clusters Score -1.217472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103604 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12174720.000000 Penalty: 3754.731689
	Iteration 35F: 3 clusters Score -1.217472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -40939.679688 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -40939.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40003.324219 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -40003.32 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40197.660156 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -40197.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40276.148438 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -40276.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40342.554688 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -40342.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40387.351562 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -40387.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40409.421875 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -40409.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40419.164062 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -40419.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40421.726562 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -40421.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40424.589844 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -40424.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40424.589844 Penalty: 1953.661865
	Iteration 9F: 3 clusters Score -40424.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Entering Unmasked Estep 
Score: -1536804.000000 Penalty: 1541.092285
	Iteration 0F: 2 clusters Score -1536804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1527573.000000 Penalty: 3082.184570
	Iteration 0F: 3 clusters Score -1527573 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1530797.625000 Penalty: 3082.184570
	Iteration 1F: 3 clusters Score -1530798 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1531086.000000 Penalty: 3082.184570
	Iteration 2F: 3 clusters Score -1531086 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1531323.125000 Penalty: 3082.184570
	Iteration 3Q: 3 clusters Score -1531323 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1531579.250000 Penalty: 3082.184570
	Iteration 4Q: 3 clusters Score -1531579 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1531854.500000 Penalty: 3082.184570
	Iteration 5Q: 3 clusters Score -1531854 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1532151.625000 Penalty: 3082.184570
	Iteration 6Q: 3 clusters Score -1532152 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1532515.500000 Penalty: 3082.184570
	Iteration 7Q: 3 clusters Score -1532516 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1532916.875000 Penalty: 3082.184570
	Iteration 8Q: 3 clusters Score -1532917 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1533295.125000 Penalty: 3082.184570
	Iteration 9Q: 3 clusters Score -1533295 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1533619.500000 Penalty: 3082.184570
	Iteration 10Q: 3 clusters Score -1533620 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1533861.125000 Penalty: 3082.184570
	Iteration 11Q: 3 clusters Score -1533861 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1534073.500000 Penalty: 3082.184570
	Iteration 12Q: 3 clusters Score -1534074 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1534268.625000 Penalty: 3082.184570
	Iteration 13Q: 3 clusters Score -1534269 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1534427.875000 Penalty: 3082.184570
	Iteration 14Q: 3 clusters Score -1534428 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1534555.375000 Penalty: 3082.184570
	Iteration 15Q: 3 clusters Score -1534555 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1534652.500000 Penalty: 3082.184570
	Iteration 16Q: 3 clusters Score -1534652 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1534731.750000 Penalty: 3082.184570
	Iteration 17Q: 3 clusters Score -1534732 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1534813.875000 Penalty: 3082.184570
	Iteration 18Q: 3 clusters Score -1534814 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1534883.875000 Penalty: 3082.184570
	Iteration 19Q: 3 clusters Score -1534884 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1534945.375000 Penalty: 3082.184570
	Iteration 20F: 3 clusters Score -1534945 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1534999.375000 Penalty: 3082.184570
	Iteration 21Q: 3 clusters Score -1534999 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1535057.875000 Penalty: 3082.184570
	Iteration 22Q: 3 clusters Score -1535058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1535105.500000 Penalty: 3082.184570
	Iteration 23Q: 3 clusters Score -1535106 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1535154.125000 Penalty: 3082.184570
	Iteration 24Q: 3 clusters Score -1535154 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1535199.500000 Penalty: 3082.184570
	Iteration 25Q: 3 clusters Score -1535200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1535226.500000 Penalty: 3082.184570
	Iteration 26Q: 3 clusters Score -1535226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1535258.750000 Penalty: 3082.184570
	Iteration 27Q: 3 clusters Score -1535259 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1535288.750000 Penalty: 3082.184570
	Iteration 28Q: 3 clusters Score -1535289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1535309.375000 Penalty: 3082.184570
	Iteration 29Q: 3 clusters Score -1535309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1535334.375000 Penalty: 3082.184570
	Iteration 30Q: 3 clusters Score -1535334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1535353.250000 Penalty: 3082.184570
	Iteration 31Q: 3 clusters Score -1535353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1535371.625000 Penalty: 3082.184570
	Iteration 32Q: 3 clusters Score -1535372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1535378.875000 Penalty: 3082.184570
	Iteration 33Q: 3 clusters Score -1535379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1535391.250000 Penalty: 3082.184570
	Iteration 34Q: 3 clusters Score -1535391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1535398.125000 Penalty: 3082.184570
	Iteration 35Q: 3 clusters Score -1535398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1535412.875000 Penalty: 3082.184570
	Iteration 36Q: 3 clusters Score -1535413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1535419.250000 Penalty: 3082.184570
	Iteration 37Q: 3 clusters Score -1535419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1535425.750000 Penalty: 3082.184570
	Iteration 38Q: 3 clusters Score -1535426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1535430.125000 Penalty: 3082.184570
	Iteration 39Q: 3 clusters Score -1535430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1535433.375000 Penalty: 3082.184570
	Iteration 40F: 3 clusters Score -1535433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1535438.125000 Penalty: 3082.184570
	Iteration 41Q: 3 clusters Score -1535438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1535444.750000 Penalty: 3082.184570
	Iteration 42Q: 3 clusters Score -1535445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1535447.125000 Penalty: 3082.184570
	Iteration 43Q: 3 clusters Score -1535447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1535455.000000 Penalty: 3082.184570
	Iteration 44Q: 3 clusters Score -1535455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1535458.500000 Penalty: 3082.184570
	Iteration 45Q: 3 clusters Score -1535458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1535459.875000 Penalty: 3082.184570
	Iteration 46Q: 3 clusters Score -1535460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1535463.750000 Penalty: 3082.184570
	Iteration 47Q: 3 clusters Score -1535464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1535466.750000 Penalty: 3082.184570
	Iteration 48Q: 3 clusters Score -1535467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1535465.125000 Penalty: 3082.184570
	Iteration 49Q: 3 clusters Score -1535465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1535465.125000 Penalty: 3082.184570
	Iteration 50Q: 3 clusters Score -1535465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1535465.500000 Penalty: 3082.184570
	Iteration 51Q: 3 clusters Score -1535466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1535467.250000 Penalty: 3082.184570
	Iteration 52Q: 3 clusters Score -1535467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1535469.250000 Penalty: 3082.184570
	Iteration 53Q: 3 clusters Score -1535469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1535471.750000 Penalty: 3082.184570
	Iteration 54Q: 3 clusters Score -1535472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1535474.500000 Penalty: 3082.184570
	Iteration 55Q: 3 clusters Score -1535474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1535476.750000 Penalty: 3082.184570
	Iteration 56Q: 3 clusters Score -1535477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1535476.125000 Penalty: 3082.184570
	Iteration 57Q: 3 clusters Score -1535476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1535476.125000 Penalty: 3082.184570
	Iteration 58F: 3 clusters Score -1535476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4188 members 
Mstep: Class 4 contains 52736 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62044 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71866 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5832 members 
Mstep: Class 11 contains 15865 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33274 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4051 members 
Mstep: Class 20 contains 99360 members 
Mstep: Class 21 contains 129320 members 
Mstep: Class 22 contains 3132 members 
Mstep: Class 23 contains 93531 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1039 members 
Mstep: Class 27 contains 104091 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211864.000000 Penalty: 63808.488281
Iteration 199Q: 30 clusters Score -8.621186e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4191 members 
Mstep: Class 4 contains 52770 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62045 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71854 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5824 members 
Mstep: Class 11 contains 15861 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33276 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4065 members 
Mstep: Class 20 contains 99366 members 
Mstep: Class 21 contains 129311 members 
Mstep: Class 22 contains 3131 members 
Mstep: Class 23 contains 93506 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1039 members 
Mstep: Class 27 contains 104091 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211984.000000 Penalty: 63808.488281
Iteration 200F: 30 clusters Score -8.621198e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4193 members 
Mstep: Class 4 contains 52800 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 62047 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71847 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5821 members 
Mstep: Class 11 contains 15859 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33280 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4070 members 
Mstep: Class 20 contains 99360 members 
Mstep: Class 21 contains 129314 members 
Mstep: Class 22 contains 3131 members 
Mstep: Class 23 contains 93492 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 8756 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 104087 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211984.000000 Penalty: 63808.488281
Iteration 201Q: 30 clusters Score -8.621198e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 52822 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 62045 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71843 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 15856 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33282 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4074 members 
Mstep: Class 20 contains 99355 members 
Mstep: Class 21 contains 129309 members 
Mstep: Class 22 contains 3131 members 
Mstep: Class 23 contains 93496 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 104083 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211960.000000 Penalty: 63808.488281
Iteration 202Q: 30 clusters Score -8.621196e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4194 members 
Mstep: Class 4 contains 52839 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 62045 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71841 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 15851 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33282 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 3862 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 99354 members 
Mstep: Class 21 contains 129310 members 
Mstep: Class 22 contains 3131 members 
Mstep: Class 23 contains 93492 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 104090 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212032.000000 Penalty: 63808.488281
Iteration 203Q: 30 clusters Score -8.621203e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4194 members 
Mstep: Class 4 contains 52863 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 62043 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71839 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 15849 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33287 members 
Mstep: Class 15 contains 3980 members 
Mstep: Class 16 contains 3859 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 99349 members 
Mstep: Class 21 contains 129311 members 
Mstep: Class 22 contains 3129 members 
Mstep: Class 23 contains 93489 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 8756 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 104093 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212176.000000 Penalty: 63808.488281
Iteration 204Q: 30 clusters Score -8.621218e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4190 members 
Mstep: Class 4 contains 52892 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 62041 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71833 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 15845 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33296 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 3857 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4059 members 
Mstep: Class 20 contains 99347 members 
Mstep: Class 21 contains 129311 members 
Mstep: Class 22 contains 3128 members 
Mstep: Class 23 contains 93492 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 104087 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212120.000000 Penalty: 63808.488281
Iteration 205Q: 30 clusters Score -8.621212e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 52916 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 62044 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71823 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 15838 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33305 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4063 members 
Mstep: Class 20 contains 99345 members 
Mstep: Class 21 contains 129298 members 
Mstep: Class 22 contains 3128 members 
Mstep: Class 23 contains 93496 members 
Mstep: Class 24 contains 2865 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 104092 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212104.000000 Penalty: 63808.488281
Iteration 206Q: 30 clusters Score -8.62121e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4179 members 
Mstep: Class 4 contains 52950 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 62046 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71811 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15837 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33311 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 2951 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 99341 members 
Mstep: Class 21 contains 129294 members 
Mstep: Class 22 contains 3128 members 
Mstep: Class 23 contains 93479 members 
Mstep: Class 24 contains 2866 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 104081 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212064.000000 Penalty: 63808.488281
Iteration 207Q: 30 clusters Score -8.621206e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 52979 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 62049 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71794 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5783 members 
Mstep: Class 11 contains 15831 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33310 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4098 members 
Mstep: Class 20 contains 99328 members 
Mstep: Class 21 contains 129282 members 
Mstep: Class 22 contains 3128 members 
Mstep: Class 23 contains 93480 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 104085 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212056.000000 Penalty: 63808.488281
Iteration 208Q: 30 clusters Score -8.621206e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 6488 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 53010 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62049 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71778 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5783 members 
Mstep: Class 11 contains 15825 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33314 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 3851 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4106 members 
Mstep: Class 20 contains 99318 members 
Mstep: Class 21 contains 129278 members 
Mstep: Class 22 contains 3129 members 
Mstep: Class 23 contains 93480 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1040 members 
Mstep: Class 27 contains 104085 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212128.000000 Penalty: 63808.488281
Iteration 209Q: 30 clusters Score -8.621213e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 6489 members 
Mstep: Class 3 contains 4171 members 
Mstep: Class 4 contains 53042 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62047 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71773 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15819 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33314 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4107 members 
Mstep: Class 20 contains 99302 members 
Mstep: Class 21 contains 129271 members 
Mstep: Class 22 contains 3129 members 
Mstep: Class 23 contains 93474 members 
Mstep: Class 24 contains 2873 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104088 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212168.000000 Penalty: 63808.488281
Iteration 210Q: 30 clusters Score -8.621217e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 6488 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 53072 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62053 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71756 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15819 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33315 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 3849 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 99289 members 
Mstep: Class 21 contains 129265 members 
Mstep: Class 22 contains 3128 members 
Mstep: Class 23 contains 93457 members 
Mstep: Class 24 contains 2877 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104088 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212224.000000 Penalty: 63808.488281
Iteration 211Q: 30 clusters Score -8.621222e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 6488 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 53093 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62060 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71742 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 15816 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33313 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 3848 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 99276 members 
Mstep: Class 21 contains 129255 members 
Mstep: Class 22 contains 3127 members 
Mstep: Class 23 contains 93445 members 
Mstep: Class 24 contains 2880 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104093 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212112.000000 Penalty: 63808.488281
Iteration 212Q: 30 clusters Score -8.621211e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 6488 members 
Mstep: Class 3 contains 4162 members 
Mstep: Class 4 contains 53120 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62061 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71731 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 15809 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33311 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 16 contains 3848 members 
Mstep: Class 17 contains 2933 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 99269 members 
Mstep: Class 21 contains 129240 members 
Mstep: Class 22 contains 3127 members 
Mstep: Class 23 contains 93447 members 
Mstep: Class 24 contains 2885 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104093 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212096.000000 Penalty: 63808.488281
Iteration 213Q: 30 clusters Score -8.62121e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 6488 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 53133 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62054 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71720 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5798 members 
Mstep: Class 11 contains 15801 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33312 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 3848 members 
Mstep: Class 17 contains 2927 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 99266 members 
Mstep: Class 21 contains 129236 members 
Mstep: Class 22 contains 3127 members 
Mstep: Class 23 contains 93446 members 
Mstep: Class 24 contains 2885 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104102 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212104.000000 Penalty: 63808.488281
Iteration 214Q: 30 clusters Score -8.62121e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 6488 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 53149 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62055 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71713 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5804 members 
Mstep: Class 11 contains 15793 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33312 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4177 members 
Mstep: Class 20 contains 99254 members 
Mstep: Class 21 contains 129227 members 
Mstep: Class 22 contains 3127 members 
Mstep: Class 23 contains 93448 members 
Mstep: Class 24 contains 2885 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104102 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212192.000000 Penalty: 63808.488281
Iteration 215Q: 30 clusters Score -8.621219e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 6489 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 53163 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62059 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71710 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 15784 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33311 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 99247 members 
Mstep: Class 21 contains 129215 members 
Mstep: Class 22 contains 3126 members 
Mstep: Class 23 contains 93453 members 
Mstep: Class 24 contains 2886 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104110 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212184.000000 Penalty: 63808.488281
Iteration 216Q: 30 clusters Score -8.621218e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 4162 members 
Mstep: Class 4 contains 53176 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62065 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71707 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 15774 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33314 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2912 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 99231 members 
Mstep: Class 21 contains 129216 members 
Mstep: Class 22 contains 3124 members 
Mstep: Class 23 contains 93463 members 
Mstep: Class 24 contains 2886 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104114 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212344.000000 Penalty: 63808.488281
Iteration 217Q: 30 clusters Score -8.621234e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 53176 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62066 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71708 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 15766 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33316 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 99227 members 
Mstep: Class 21 contains 129210 members 
Mstep: Class 22 contains 3122 members 
Mstep: Class 23 contains 93473 members 
Mstep: Class 24 contains 2886 members 
Mstep: Class 25 contains 8756 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104126 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212328.000000 Penalty: 63808.488281
Iteration 218Q: 30 clusters Score -8.621233e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 53189 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62065 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71702 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33317 members 
Mstep: Class 15 contains 3990 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2912 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4197 members 
Mstep: Class 20 contains 99225 members 
Mstep: Class 21 contains 129193 members 
Mstep: Class 22 contains 3118 members 
Mstep: Class 23 contains 93476 members 
Mstep: Class 24 contains 2886 members 
Mstep: Class 25 contains 8756 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104131 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212312.000000 Penalty: 63808.488281
Iteration 219Q: 30 clusters Score -8.621231e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 53179 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62067 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71692 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5801 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33320 members 
Mstep: Class 15 contains 3990 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4205 members 
Mstep: Class 20 contains 99227 members 
Mstep: Class 21 contains 129173 members 
Mstep: Class 22 contains 3111 members 
Mstep: Class 23 contains 93476 members 
Mstep: Class 24 contains 2886 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104159 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212256.000000 Penalty: 63808.488281
Iteration 220F: 30 clusters Score -8.621226e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 4162 members 
Mstep: Class 4 contains 53186 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62075 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71682 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5805 members 
Mstep: Class 11 contains 15760 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33323 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4207 members 
Mstep: Class 20 contains 99223 members 
Mstep: Class 21 contains 129163 members 
Mstep: Class 22 contains 3104 members 
Mstep: Class 23 contains 93469 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104182 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212248.000000 Penalty: 63808.488281
Iteration 221Q: 30 clusters Score -8.621225e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4154 members 
Mstep: Class 4 contains 53200 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62082 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71680 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5807 members 
Mstep: Class 11 contains 15758 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33331 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2906 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4215 members 
Mstep: Class 20 contains 99214 members 
Mstep: Class 21 contains 129146 members 
Mstep: Class 22 contains 3097 members 
Mstep: Class 23 contains 93451 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 8759 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104207 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212312.000000 Penalty: 63808.488281
Iteration 222Q: 30 clusters Score -8.621231e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4145 members 
Mstep: Class 4 contains 53225 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62088 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71671 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5812 members 
Mstep: Class 11 contains 15757 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33335 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2905 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4215 members 
Mstep: Class 20 contains 99207 members 
Mstep: Class 21 contains 129126 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 93440 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104228 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212392.000000 Penalty: 63808.488281
Iteration 223Q: 30 clusters Score -8.621239e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4137 members 
Mstep: Class 4 contains 53247 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62096 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71660 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5810 members 
Mstep: Class 11 contains 15754 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33333 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2905 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4224 members 
Mstep: Class 20 contains 99197 members 
Mstep: Class 21 contains 129111 members 
Mstep: Class 22 contains 3083 members 
Mstep: Class 23 contains 93436 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 8759 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104246 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212416.000000 Penalty: 63808.488281
Iteration 224Q: 30 clusters Score -8.621242e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 53270 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62099 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71649 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5805 members 
Mstep: Class 11 contains 15753 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33331 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2904 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4231 members 
Mstep: Class 20 contains 99198 members 
Mstep: Class 21 contains 129088 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 93423 members 
Mstep: Class 24 contains 2887 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104272 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212368.000000 Penalty: 63808.488281
Iteration 225Q: 30 clusters Score -8.621237e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 53285 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62099 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71644 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5801 members 
Mstep: Class 11 contains 15753 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33328 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4224 members 
Mstep: Class 20 contains 99195 members 
Mstep: Class 21 contains 129073 members 
Mstep: Class 22 contains 3074 members 
Mstep: Class 23 contains 93423 members 
Mstep: Class 24 contains 2888 members 
Mstep: Class 25 contains 8759 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104297 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212368.000000 Penalty: 63808.488281
Iteration 226Q: 30 clusters Score -8.621237e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 53298 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62102 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71638 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5798 members 
Mstep: Class 11 contains 15748 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33323 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4230 members 
Mstep: Class 20 contains 99187 members 
Mstep: Class 21 contains 129065 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 93426 members 
Mstep: Class 24 contains 2888 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104309 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212520.000000 Penalty: 63808.488281
Iteration 227Q: 30 clusters Score -8.621252e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 53300 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62105 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71634 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 15742 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33320 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4235 members 
Mstep: Class 20 contains 99178 members 
Mstep: Class 21 contains 129056 members 
Mstep: Class 22 contains 3072 members 
Mstep: Class 23 contains 93428 members 
Mstep: Class 24 contains 2889 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104330 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212488.000000 Penalty: 63808.488281
Iteration 228Q: 30 clusters Score -8.621249e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53302 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62104 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71635 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5796 members 
Mstep: Class 11 contains 15738 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33318 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4242 members 
Mstep: Class 20 contains 99164 members 
Mstep: Class 21 contains 129046 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 93434 members 
Mstep: Class 24 contains 2890 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104344 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212432.000000 Penalty: 63808.488281
Iteration 229Q: 30 clusters Score -8.621243e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53304 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62108 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71631 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5795 members 
Mstep: Class 11 contains 15732 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33314 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2899 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4244 members 
Mstep: Class 20 contains 99161 members 
Mstep: Class 21 contains 129042 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 93432 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8759 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104360 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212512.000000 Penalty: 63808.488281
Iteration 230Q: 30 clusters Score -8.621251e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4137 members 
Mstep: Class 4 contains 53295 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62108 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71625 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5790 members 
Mstep: Class 11 contains 15726 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33311 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2896 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4257 members 
Mstep: Class 20 contains 99161 members 
Mstep: Class 21 contains 129034 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 93434 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104390 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212480.000000 Penalty: 63808.488281
Iteration 231Q: 30 clusters Score -8.621248e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53294 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62110 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71619 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5786 members 
Mstep: Class 11 contains 15722 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33311 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2896 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4266 members 
Mstep: Class 20 contains 99159 members 
Mstep: Class 21 contains 129019 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 93443 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104405 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212536.000000 Penalty: 63808.488281
Iteration 232Q: 30 clusters Score -8.621254e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53298 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62111 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71614 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 15719 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33311 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4283 members 
Mstep: Class 20 contains 99143 members 
Mstep: Class 21 contains 129007 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 93457 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104417 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212344.000000 Penalty: 63808.488281
Iteration 233Q: 30 clusters Score -8.621234e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53305 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62108 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71613 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 15722 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33309 members 
Mstep: Class 15 contains 3984 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4295 members 
Mstep: Class 20 contains 99135 members 
Mstep: Class 21 contains 128998 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 93457 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104428 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212472.000000 Penalty: 63808.488281
Iteration 234Q: 30 clusters Score -8.621247e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53315 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62110 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71608 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5775 members 
Mstep: Class 11 contains 15721 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33310 members 
Mstep: Class 15 contains 3986 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 99124 members 
Mstep: Class 21 contains 128985 members 
Mstep: Class 22 contains 3038 members 
Mstep: Class 23 contains 93455 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8759 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104442 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212488.000000 Penalty: 63808.488281
Iteration 235Q: 30 clusters Score -8.621249e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53323 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62112 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71606 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 15721 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33310 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4324 members 
Mstep: Class 20 contains 99114 members 
Mstep: Class 21 contains 128970 members 
Mstep: Class 22 contains 3032 members 
Mstep: Class 23 contains 93450 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104452 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212384.000000 Penalty: 63808.488281
Iteration 236Q: 30 clusters Score -8.621238e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53332 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62113 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71604 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5767 members 
Mstep: Class 11 contains 15719 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33308 members 
Mstep: Class 15 contains 3990 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4335 members 
Mstep: Class 20 contains 99105 members 
Mstep: Class 21 contains 128954 members 
Mstep: Class 22 contains 3026 members 
Mstep: Class 23 contains 93451 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104470 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212472.000000 Penalty: 63808.488281
Iteration 237Q: 30 clusters Score -8.621247e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53335 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62116 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71600 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5762 members 
Mstep: Class 11 contains 15719 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33306 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 99100 members 
Mstep: Class 21 contains 128944 members 
Mstep: Class 22 contains 3023 members 
Mstep: Class 23 contains 93449 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104480 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212488.000000 Penalty: 63808.488281
Iteration 238Q: 30 clusters Score -8.621249e+07 nChanged 85
Entering ConstructFrom: 
Score: -86212488.000000 Penalty: 63808.488281
Entering ConstructFrom: 
Trying to split cluster 1 (29084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Entering Unmasked Estep 
Score: -3254242.500000 Penalty: 1670.165894
	Iteration 0F: 2 clusters Score -3254242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3234789.000000 Penalty: 3340.331787
	Iteration 0F: 3 clusters Score -3234789 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3242461.250000 Penalty: 3340.331787
	Iteration 1F: 3 clusters Score -3242461 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3243298.250000 Penalty: 3340.331787
	Iteration 2F: 3 clusters Score -3243298 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3244499.000000 Penalty: 3340.331787
	Iteration 3F: 3 clusters Score -3244499 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3246149.000000 Penalty: 3340.331787
	Iteration 4F: 3 clusters Score -3246149 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3247964.000000 Penalty: 3340.331787
	Iteration 5F: 3 clusters Score -3247964 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3249651.500000 Penalty: 3340.331787
	Iteration 6F: 3 clusters Score -3249652 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3251048.000000 Penalty: 3340.331787
	Iteration 7Q: 3 clusters Score -3251048 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3252301.250000 Penalty: 3340.331787
	Iteration 8Q: 3 clusters Score -3252301 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3252864.000000 Penalty: 3340.331787
	Iteration 9Q: 3 clusters Score -3252864 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3253008.750000 Penalty: 3340.331787
	Iteration 10Q: 3 clusters Score -3253009 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3253083.750000 Penalty: 3340.331787
	Iteration 11Q: 3 clusters Score -3253084 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3253115.750000 Penalty: 3340.331787
	Iteration 12Q: 3 clusters Score -3253116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -3253137.000000 Penalty: 3340.331787
	Iteration 13Q: 3 clusters Score -3253137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3253141.000000 Penalty: 3340.331787
	Iteration 14Q: 3 clusters Score -3253141 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3253149.500000 Penalty: 3340.331787
	Iteration 15Q: 3 clusters Score -3253150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3253149.500000 Penalty: 3340.331787
	Iteration 16Q: 3 clusters Score -3253150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3253150.250000 Penalty: 3340.331787
	Iteration 17Q: 3 clusters Score -3253150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3253150.500000 Penalty: 3340.331787
	Iteration 18Q: 3 clusters Score -3253150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3253153.500000 Penalty: 3340.331787
	Iteration 19Q: 3 clusters Score -3253154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3253149.500000 Penalty: 3340.331787
	Iteration 20F: 3 clusters Score -3253150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3253148.250000 Penalty: 3340.331787
	Iteration 21Q: 3 clusters Score -3253148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3253147.750000 Penalty: 3340.331787
	Iteration 22Q: 3 clusters Score -3253148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3253148.500000 Penalty: 3340.331787
	Iteration 23Q: 3 clusters Score -3253148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3253148.500000 Penalty: 3340.331787
	Iteration 24F: 3 clusters Score -3253148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Entering Unmasked Estep 
Score: -692194.125000 Penalty: 1426.452881
	Iteration 0F: 2 clusters Score -692194.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -687289.500000 Penalty: 2852.905762
	Iteration 0F: 3 clusters Score -687289.5 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -688821.500000 Penalty: 2852.905762
	Iteration 1F: 3 clusters Score -688821.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -689059.187500 Penalty: 2852.905762
	Iteration 2F: 3 clusters Score -689059.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -689235.000000 Penalty: 2852.905762
	Iteration 3F: 3 clusters Score -689235 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -689373.187500 Penalty: 2852.905762
	Iteration 4Q: 3 clusters Score -689373.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -689535.937500 Penalty: 2852.905762
	Iteration 5Q: 3 clusters Score -689535.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -689732.375000 Penalty: 2852.905762
	Iteration 6Q: 3 clusters Score -689732.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -689981.937500 Penalty: 2852.905762
	Iteration 7Q: 3 clusters Score -689981.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -690262.062500 Penalty: 2852.905762
	Iteration 8Q: 3 clusters Score -690262.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -690562.375000 Penalty: 2852.905762
	Iteration 9Q: 3 clusters Score -690562.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -690845.250000 Penalty: 2852.905762
	Iteration 10Q: 3 clusters Score -690845.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -691102.375000 Penalty: 2852.905762
	Iteration 11Q: 3 clusters Score -691102.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -691296.437500 Penalty: 2852.905762
	Iteration 12Q: 3 clusters Score -691296.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -691424.187500 Penalty: 2852.905762
	Iteration 13Q: 3 clusters Score -691424.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -691484.375000 Penalty: 2852.905762
	Iteration 14Q: 3 clusters Score -691484.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -691518.500000 Penalty: 2852.905762
	Iteration 15Q: 3 clusters Score -691518.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -691542.312500 Penalty: 2852.905762
	Iteration 16Q: 3 clusters Score -691542.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -691552.062500 Penalty: 2852.905762
	Iteration 17Q: 3 clusters Score -691552.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -691559.125000 Penalty: 2852.905762
	Iteration 18Q: 3 clusters Score -691559.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -691561.437500 Penalty: 2852.905762
	Iteration 19Q: 3 clusters Score -691561.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -691561.812500 Penalty: 2852.905762
	Iteration 20F: 3 clusters Score -691561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -691563.937500 Penalty: 2852.905762
	Iteration 21Q: 3 clusters Score -691563.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -691564.812500 Penalty: 2852.905762
	Iteration 22Q: 3 clusters Score -691564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -691564.812500 Penalty: 2852.905762
	Iteration 23Q: 3 clusters Score -691564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -691565.187500 Penalty: 2852.905762
	Iteration 24Q: 3 clusters Score -691565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -691566.187500 Penalty: 2852.905762
	Iteration 25Q: 3 clusters Score -691566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -691565.375000 Penalty: 2852.905762
	Iteration 26Q: 3 clusters Score -691565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -691567.437500 Penalty: 2852.905762
	Iteration 27Q: 3 clusters Score -691567.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -691567.937500 Penalty: 2852.905762
	Iteration 28Q: 3 clusters Score -691567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -691568.000000 Penalty: 2852.905762
	Iteration 29Q: 3 clusters Score -691568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -691567.125000 Penalty: 2852.905762
	Iteration 30Q: 3 clusters Score -691567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -691568.250000 Penalty: 2852.905762
	Iteration 31Q: 3 clusters Score -691568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -691569.250000 Penalty: 2852.905762
	Iteration 32Q: 3 clusters Score -691569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -691570.062500 Penalty: 2852.905762
	Iteration 33Q: 3 clusters Score -691570.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -691570.062500 Penalty: 2852.905762
	Iteration 34F: 3 clusters Score -691570.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Entering Unmasked Estep 
Score: -484138.468750 Penalty: 1353.216187
	Iteration 0F: 2 clusters Score -484138.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -480715.500000 Penalty: 2706.432373
	Iteration 0F: 3 clusters Score -480715.5 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -481594.843750 Penalty: 2706.432373
	Iteration 1F: 3 clusters Score -481594.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -481739.187500 Penalty: 2706.432373
	Iteration 2F: 3 clusters Score -481739.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -481825.156250 Penalty: 2706.432373
	Iteration 3Q: 3 clusters Score -481825.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -481893.125000 Penalty: 2706.432373
	Iteration 4Q: 3 clusters Score -481893.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -481952.593750 Penalty: 2706.432373
	Iteration 5Q: 3 clusters Score -481952.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -482011.093750 Penalty: 2706.432373
	Iteration 6Q: 3 clusters Score -482011.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -482083.406250 Penalty: 2706.432373
	Iteration 7Q: 3 clusters Score -482083.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -482155.343750 Penalty: 2706.432373
	Iteration 8Q: 3 clusters Score -482155.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -482211.625000 Penalty: 2706.432373
	Iteration 9Q: 3 clusters Score -482211.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -482269.937500 Penalty: 2706.432373
	Iteration 10Q: 3 clusters Score -482269.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -482347.781250 Penalty: 2706.432373
	Iteration 11Q: 3 clusters Score -482347.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -482429.812500 Penalty: 2706.432373
	Iteration 12Q: 3 clusters Score -482429.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -482508.718750 Penalty: 2706.432373
	Iteration 13Q: 3 clusters Score -482508.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -482575.375000 Penalty: 2706.432373
	Iteration 14Q: 3 clusters Score -482575.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -482643.781250 Penalty: 2706.432373
	Iteration 15Q: 3 clusters Score -482643.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -482700.375000 Penalty: 2706.432373
	Iteration 16Q: 3 clusters Score -482700.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -482773.656250 Penalty: 2706.432373
	Iteration 17Q: 3 clusters Score -482773.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -482826.312500 Penalty: 2706.432373
	Iteration 18Q: 3 clusters Score -482826.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -482863.812500 Penalty: 2706.432373
	Iteration 19Q: 3 clusters Score -482863.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -482883.343750 Penalty: 2706.432373
	Iteration 20F: 3 clusters Score -482883.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -482895.093750 Penalty: 2706.432373
	Iteration 21Q: 3 clusters Score -482895.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -482907.093750 Penalty: 2706.432373
	Iteration 22Q: 3 clusters Score -482907.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -482917.625000 Penalty: 2706.432373
	Iteration 23Q: 3 clusters Score -482917.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -482924.968750 Penalty: 2706.432373
	Iteration 24Q: 3 clusters Score -482925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -482932.062500 Penalty: 2706.432373
	Iteration 25Q: 3 clusters Score -482932.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -482937.781250 Penalty: 2706.432373
	Iteration 26Q: 3 clusters Score -482937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -482939.250000 Penalty: 2706.432373
	Iteration 27Q: 3 clusters Score -482939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -482944.437500 Penalty: 2706.432373
	Iteration 28Q: 3 clusters Score -482944.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -482947.937500 Penalty: 2706.432373
	Iteration 29Q: 3 clusters Score -482947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -482954.343750 Penalty: 2706.432373
	Iteration 30Q: 3 clusters Score -482954.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -482961.625000 Penalty: 2706.432373
	Iteration 31Q: 3 clusters Score -482961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -482967.500000 Penalty: 2706.432373
	Iteration 32Q: 3 clusters Score -482967.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -482979.468750 Penalty: 2706.432373
	Iteration 33Q: 3 clusters Score -482979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -482983.187500 Penalty: 2706.432373
	Iteration 34Q: 3 clusters Score -482983.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -482984.437500 Penalty: 2706.432373
	Iteration 35Q: 3 clusters Score -482984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -482987.531250 Penalty: 2706.432373
	Iteration 36Q: 3 clusters Score -482987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -482990.718750 Penalty: 2706.432373
	Iteration 37Q: 3 clusters Score -482990.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -483000.281250 Penalty: 2706.432373
	Iteration 38Q: 3 clusters Score -483000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -483002.468750 Penalty: 2706.432373
	Iteration 39Q: 3 clusters Score -483002.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -483002.468750 Penalty: 2706.432373
	Iteration 40F: 3 clusters Score -483002.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Entering Unmasked Estep 
Score: -6317381.000000 Penalty: 1768.715698
	Iteration 0F: 2 clusters Score -6317381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -6281696.000000 Penalty: 3537.431396
	Iteration 0F: 3 clusters Score -6281696 nChanged 25105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -6295857.000000 Penalty: 3537.431396
	Iteration 1F: 3 clusters Score -6295857 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -6296240.000000 Penalty: 3537.431396
	Iteration 2Q: 3 clusters Score -6296240 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -6296628.500000 Penalty: 3537.431396
	Iteration 3Q: 3 clusters Score -6296628 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -6297089.000000 Penalty: 3537.431396
	Iteration 4Q: 3 clusters Score -6297089 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -6297761.500000 Penalty: 3537.431396
	Iteration 5Q: 3 clusters Score -6297762 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -6298684.000000 Penalty: 3537.431396
	Iteration 6Q: 3 clusters Score -6298684 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -6300063.500000 Penalty: 3537.431396
	Iteration 7Q: 3 clusters Score -6300064 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -6301922.500000 Penalty: 3537.431396
	Iteration 8F: 3 clusters Score -6301922 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -6304179.000000 Penalty: 3537.431396
	Iteration 9F: 3 clusters Score -6304179 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -6306287.500000 Penalty: 3537.431396
	Iteration 10F: 3 clusters Score -6306288 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -6307830.000000 Penalty: 3537.431396
	Iteration 11Q: 3 clusters Score -6307830 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -6308819.000000 Penalty: 3537.431396
	Iteration 12Q: 3 clusters Score -6308819 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -6309516.500000 Penalty: 3537.431396
	Iteration 13Q: 3 clusters Score -6309516 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -6310182.500000 Penalty: 3537.431396
	Iteration 14Q: 3 clusters Score -6310182 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -6310791.000000 Penalty: 3537.431396
	Iteration 15Q: 3 clusters Score -6310791 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -6311414.000000 Penalty: 3537.431396
	Iteration 16Q: 3 clusters Score -6311414 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -6312012.500000 Penalty: 3537.431396
	Iteration 17Q: 3 clusters Score -6312012 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -6312600.000000 Penalty: 3537.431396
	Iteration 18Q: 3 clusters Score -6312600 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -6313173.500000 Penalty: 3537.431396
	Iteration 19Q: 3 clusters Score -6313174 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -6313651.500000 Penalty: 3537.431396
	Iteration 20F: 3 clusters Score -6313652 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6314108.000000 Penalty: 3537.431396
	Iteration 21Q: 3 clusters Score -6314108 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6314501.000000 Penalty: 3537.431396
	Iteration 22Q: 3 clusters Score -6314501 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6314821.500000 Penalty: 3537.431396
	Iteration 23Q: 3 clusters Score -6314822 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6315070.500000 Penalty: 3537.431396
	Iteration 24Q: 3 clusters Score -6315070 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6315256.000000 Penalty: 3537.431396
	Iteration 25Q: 3 clusters Score -6315256 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6315394.000000 Penalty: 3537.431396
	Iteration 26Q: 3 clusters Score -6315394 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6315525.000000 Penalty: 3537.431396
	Iteration 27Q: 3 clusters Score -6315525 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6315634.000000 Penalty: 3537.431396
	Iteration 28Q: 3 clusters Score -6315634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6315699.500000 Penalty: 3537.431396
	Iteration 29Q: 3 clusters Score -6315700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6315769.500000 Penalty: 3537.431396
	Iteration 30Q: 3 clusters Score -6315770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6315811.500000 Penalty: 3537.431396
	Iteration 31Q: 3 clusters Score -6315812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6315836.000000 Penalty: 3537.431396
	Iteration 32Q: 3 clusters Score -6315836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6315850.500000 Penalty: 3537.431396
	Iteration 33Q: 3 clusters Score -6315850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6315857.000000 Penalty: 3537.431396
	Iteration 34Q: 3 clusters Score -6315857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6315859.000000 Penalty: 3537.431396
	Iteration 35Q: 3 clusters Score -6315859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6315863.000000 Penalty: 3537.431396
	Iteration 36Q: 3 clusters Score -6315863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6315858.000000 Penalty: 3537.431396
	Iteration 37Q: 3 clusters Score -6315858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6315865.000000 Penalty: 3537.431396
	Iteration 38Q: 3 clusters Score -6315865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6315867.500000 Penalty: 3537.431396
	Iteration 39Q: 3 clusters Score -6315868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6315865.500000 Penalty: 3537.431396
	Iteration 40F: 3 clusters Score -6315866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6315864.000000 Penalty: 3537.431396
	Iteration 41Q: 3 clusters Score -6315864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6315864.000000 Penalty: 3537.431396
	Iteration 42F: 3 clusters Score -6315864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -338455.875000 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -338455.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -335708.281250 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -335708.3 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -336366.406250 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -336366.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -336510.625000 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -336510.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -336602.281250 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -336602.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -336697.187500 Penalty: 2608.399170
	Iteration 4Q: 3 clusters Score -336697.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -336784.093750 Penalty: 2608.399170
	Iteration 5Q: 3 clusters Score -336784.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -336855.156250 Penalty: 2608.399170
	Iteration 6Q: 3 clusters Score -336855.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -336909.500000 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -336909.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -336962.312500 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -336962.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -337000.718750 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -337000.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -337037.562500 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -337037.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -337060.906250 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -337060.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -337072.031250 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -337072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -337080.062500 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -337080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -337084.875000 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -337084.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -337090.281250 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -337090.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -337092.906250 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -337092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -337095.218750 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -337095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -337098.812500 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -337098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -337102.062500 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -337102.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -337105.812500 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -337105.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -337108.750000 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -337108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -337109.406250 Penalty: 2608.399170
	Iteration 22Q: 3 clusters Score -337109.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -337111.781250 Penalty: 2608.399170
	Iteration 23Q: 3 clusters Score -337111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -337114.781250 Penalty: 2608.399170
	Iteration 24Q: 3 clusters Score -337114.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -337118.406250 Penalty: 2608.399170
	Iteration 25Q: 3 clusters Score -337118.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -337119.718750 Penalty: 2608.399170
	Iteration 26Q: 3 clusters Score -337119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -337120.937500 Penalty: 2608.399170
	Iteration 27Q: 3 clusters Score -337120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -337123.031250 Penalty: 2608.399170
	Iteration 28Q: 3 clusters Score -337123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -337125.406250 Penalty: 2608.399170
	Iteration 29Q: 3 clusters Score -337125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -337126.843750 Penalty: 2608.399170
	Iteration 30Q: 3 clusters Score -337126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -337128.468750 Penalty: 2608.399170
	Iteration 31Q: 3 clusters Score -337128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -337129.437500 Penalty: 2608.399170
	Iteration 32Q: 3 clusters Score -337129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -337129.562500 Penalty: 2608.399170
	Iteration 33Q: 3 clusters Score -337129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -337130.187500 Penalty: 2608.399170
	Iteration 34Q: 3 clusters Score -337130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -337130.531250 Penalty: 2608.399170
	Iteration 35Q: 3 clusters Score -337130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -337130.562500 Penalty: 2608.399170
	Iteration 36Q: 3 clusters Score -337130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -337130.968750 Penalty: 2608.399170
	Iteration 37Q: 3 clusters Score -337131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -337131.312500 Penalty: 2608.399170
	Iteration 38Q: 3 clusters Score -337131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -337131.875000 Penalty: 2608.399170
	Iteration 39Q: 3 clusters Score -337131.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -337131.875000 Penalty: 2608.399170
	Iteration 40F: 3 clusters Score -337131.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Entering Unmasked Estep 
Score: -7240057.000000 Penalty: 1793.481201
	Iteration 0F: 2 clusters Score -7240057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -7198515.000000 Penalty: 3586.962402
	Iteration 0F: 3 clusters Score -7198515 nChanged 29347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -7215158.500000 Penalty: 3586.962402
	Iteration 1F: 3 clusters Score -7215158 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -7215763.000000 Penalty: 3586.962402
	Iteration 2Q: 3 clusters Score -7215763 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -7216364.000000 Penalty: 3586.962402
	Iteration 3Q: 3 clusters Score -7216364 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -7217225.500000 Penalty: 3586.962402
	Iteration 4Q: 3 clusters Score -7217226 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -7218257.000000 Penalty: 3586.962402
	Iteration 5Q: 3 clusters Score -7218257 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -7219493.000000 Penalty: 3586.962402
	Iteration 6Q: 3 clusters Score -7219493 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -7221141.000000 Penalty: 3586.962402
	Iteration 7F: 3 clusters Score -7221141 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -7223016.500000 Penalty: 3586.962402
	Iteration 8F: 3 clusters Score -7223016 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -7224970.500000 Penalty: 3586.962402
	Iteration 9F: 3 clusters Score -7224970 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -7226709.000000 Penalty: 3586.962402
	Iteration 10F: 3 clusters Score -7226709 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -7228272.500000 Penalty: 3586.962402
	Iteration 11Q: 3 clusters Score -7228272 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -7229283.500000 Penalty: 3586.962402
	Iteration 12Q: 3 clusters Score -7229284 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -7229967.500000 Penalty: 3586.962402
	Iteration 13Q: 3 clusters Score -7229968 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -7230341.000000 Penalty: 3586.962402
	Iteration 14Q: 3 clusters Score -7230341 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -7230569.500000 Penalty: 3586.962402
	Iteration 15Q: 3 clusters Score -7230570 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7230725 nChanged 730
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7230876 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7231034 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7231120 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7231167 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7231277 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7231342 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7231401 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7231460 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7231489 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7231544 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7231619 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7231676 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7231684 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7231754 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7231798 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7231839 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7231848 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7231870 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7231898 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7231912 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7231926 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7231943 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7231967 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7231975 nChanged 158
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Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7231982 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7232006 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7232011 nChanged 176
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Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7232022 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7232040 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7232050 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30747 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7232070 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7232072 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7232099 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7232110 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7232128 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -7232119.500000 Penalty: 3586.962402
	Iteration 52Q: 3 clusters Score -7232120 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7232130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7232129 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -7232150.500000 Penalty: 3586.962402
	Iteration 55Q: 3 clusters Score -7232150 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -7232158.000000 Penalty: 3586.962402
	Iteration 56Q: 3 clusters Score -7232158 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -7232182.500000 Penalty: 3586.962402
	Iteration 57Q: 3 clusters Score -7232182 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -7232180.000000 Penalty: 3586.962402
	Iteration 58Q: 3 clusters Score -7232180 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7232180 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -7232207.500000 Penalty: 3586.962402
	Iteration 60F: 3 clusters Score -7232208 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
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Entering Unmasked Estep 
Score: -7232214.500000 Penalty: 3586.962402
	Iteration 61Q: 3 clusters Score -7232214 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7232214 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28046 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7232250 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7232260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7232258 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7232260 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7232299 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7232336 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7232346 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -7232385.000000 Penalty: 3586.962402
	Iteration 70Q: 3 clusters Score -7232385 nChanged 288
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Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7232408 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7232412 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7232468 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7232540 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7232590 nChanged 398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7232634 nChanged 418
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7232694 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7232744 nChanged 501
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7232820 nChanged 542
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7232924 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7232977 nChanged 629
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7233140 nChanged 646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7233250 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7233394 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7233564 nChanged 814
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7233718 nChanged 847
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7233886 nChanged 857
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7234144 nChanged 868
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Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7234375 nChanged 807
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7234622 nChanged 823
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14090 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7234840 nChanged 806
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7235070 nChanged 832
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7235330 nChanged 855
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Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7235615 nChanged 802
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Mstep: Class 1 contains 10799 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7235882 nChanged 761
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Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7236134 nChanged 755
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Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7236400 nChanged 738
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7236650 nChanged 706
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Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7236916 nChanged 605
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -7237111.500000 Penalty: 3586.962402
	Iteration 100F: 3 clusters Score -7237112 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -7237363.000000 Penalty: 3586.962402
	Iteration 101Q: 3 clusters Score -7237363 nChanged 571
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7237542 nChanged 538
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Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7237712 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -7237838.500000 Penalty: 3586.962402
	Iteration 104Q: 3 clusters Score -7237838 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4630 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7237965 nChanged 361
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Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7238054 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -7238149.000000 Penalty: 3586.962402
	Iteration 107Q: 3 clusters Score -7238149 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -7238218.500000 Penalty: 3586.962402
	Iteration 108Q: 3 clusters Score -7238218 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -7238289.500000 Penalty: 3586.962402
	Iteration 109Q: 3 clusters Score -7238290 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -7238344.000000 Penalty: 3586.962402
	Iteration 110Q: 3 clusters Score -7238344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -7238342.000000 Penalty: 3586.962402
	Iteration 111Q: 3 clusters Score -7238342 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -7238375.500000 Penalty: 3586.962402
	Iteration 112Q: 3 clusters Score -7238376 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -7238407.500000 Penalty: 3586.962402
	Iteration 113Q: 3 clusters Score -7238408 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -7238432.000000 Penalty: 3586.962402
	Iteration 114Q: 3 clusters Score -7238432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -7238476.000000 Penalty: 3586.962402
	Iteration 115Q: 3 clusters Score -7238476 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -7238474.000000 Penalty: 3586.962402
	Iteration 116Q: 3 clusters Score -7238474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -7238470.000000 Penalty: 3586.962402
	Iteration 117Q: 3 clusters Score -7238470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -7238505.500000 Penalty: 3586.962402
	Iteration 118Q: 3 clusters Score -7238506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -7238530.500000 Penalty: 3586.962402
	Iteration 119Q: 3 clusters Score -7238530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -7238544.000000 Penalty: 3586.962402
	Iteration 120F: 3 clusters Score -7238544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -7238551.000000 Penalty: 3586.962402
	Iteration 121Q: 3 clusters Score -7238551 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -7238584.500000 Penalty: 3586.962402
	Iteration 122Q: 3 clusters Score -7238584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -7238617.000000 Penalty: 3586.962402
	Iteration 123Q: 3 clusters Score -7238617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -7238630.500000 Penalty: 3586.962402
	Iteration 124Q: 3 clusters Score -7238630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -7238650.000000 Penalty: 3586.962402
	Iteration 125Q: 3 clusters Score -7238650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -7238652.000000 Penalty: 3586.962402
	Iteration 126Q: 3 clusters Score -7238652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -7238655.500000 Penalty: 3586.962402
	Iteration 127Q: 3 clusters Score -7238656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -7238670.500000 Penalty: 3586.962402
	Iteration 128Q: 3 clusters Score -7238670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -7238683.500000 Penalty: 3586.962402
	Iteration 129Q: 3 clusters Score -7238684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -7238696.000000 Penalty: 3586.962402
	Iteration 130Q: 3 clusters Score -7238696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -7238707.500000 Penalty: 3586.962402
	Iteration 131Q: 3 clusters Score -7238708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -7238711.500000 Penalty: 3586.962402
	Iteration 132Q: 3 clusters Score -7238712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -7238731.500000 Penalty: 3586.962402
	Iteration 133Q: 3 clusters Score -7238732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -7238722.000000 Penalty: 3586.962402
	Iteration 134Q: 3 clusters Score -7238722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -7238725.500000 Penalty: 3586.962402
	Iteration 135Q: 3 clusters Score -7238726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -7238727.000000 Penalty: 3586.962402
	Iteration 136Q: 3 clusters Score -7238727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -7238725.500000 Penalty: 3586.962402
	Iteration 137Q: 3 clusters Score -7238726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -7238737.500000 Penalty: 3586.962402
	Iteration 138Q: 3 clusters Score -7238738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -7238731.500000 Penalty: 3586.962402
	Iteration 139Q: 3 clusters Score -7238732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -7238739.000000 Penalty: 3586.962402
	Iteration 140F: 3 clusters Score -7238739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -7238735.000000 Penalty: 3586.962402
	Iteration 141Q: 3 clusters Score -7238735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -7238741.500000 Penalty: 3586.962402
	Iteration 142Q: 3 clusters Score -7238742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -7238741.500000 Penalty: 3586.962402
	Iteration 143Q: 3 clusters Score -7238742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -7238745.500000 Penalty: 3586.962402
	Iteration 144Q: 3 clusters Score -7238746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -7238746.000000 Penalty: 3586.962402
	Iteration 145Q: 3 clusters Score -7238746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -7238750.000000 Penalty: 3586.962402
	Iteration 146Q: 3 clusters Score -7238750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -7238745.500000 Penalty: 3586.962402
	Iteration 147Q: 3 clusters Score -7238746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -7238749.000000 Penalty: 3586.962402
	Iteration 148Q: 3 clusters Score -7238749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -7238751.500000 Penalty: 3586.962402
	Iteration 149Q: 3 clusters Score -7238752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -7238751.000000 Penalty: 3586.962402
	Iteration 150Q: 3 clusters Score -7238751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -7238747.000000 Penalty: 3586.962402
	Iteration 151Q: 3 clusters Score -7238747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -7238751.000000 Penalty: 3586.962402
	Iteration 152Q: 3 clusters Score -7238751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -7238749.000000 Penalty: 3586.962402
	Iteration 153Q: 3 clusters Score -7238749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -7238752.500000 Penalty: 3586.962402
	Iteration 154Q: 3 clusters Score -7238752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -7238750.500000 Penalty: 3586.962402
	Iteration 155Q: 3 clusters Score -7238750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -7238748.000000 Penalty: 3586.962402
	Iteration 156Q: 3 clusters Score -7238748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -7238748.000000 Penalty: 3586.962402
	Iteration 157F: 3 clusters Score -7238748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Entering Unmasked Estep 
Score: -145029.656250 Penalty: 1160.323608
	Iteration 0F: 2 clusters Score -145029.7 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 628 members 
Entering Unmasked Estep 
Score: -143408.640625 Penalty: 2320.647217
	Iteration 0F: 3 clusters Score -143408.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143721.000000 Penalty: 2320.647217
	Iteration 1F: 3 clusters Score -143721 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -143786.656250 Penalty: 2320.647217
	Iteration 2F: 3 clusters Score -143786.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143825.328125 Penalty: 2320.647217
	Iteration 3Q: 3 clusters Score -143825.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143853.718750 Penalty: 2320.647217
	Iteration 4Q: 3 clusters Score -143853.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -143871.468750 Penalty: 2320.647217
	Iteration 5Q: 3 clusters Score -143871.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -143882.296875 Penalty: 2320.647217
	Iteration 6Q: 3 clusters Score -143882.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -143895.187500 Penalty: 2320.647217
	Iteration 7Q: 3 clusters Score -143895.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -143909.421875 Penalty: 2320.647217
	Iteration 8Q: 3 clusters Score -143909.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -143916.781250 Penalty: 2320.647217
	Iteration 9Q: 3 clusters Score -143916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -143918.625000 Penalty: 2320.647217
	Iteration 10Q: 3 clusters Score -143918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -143919.843750 Penalty: 2320.647217
	Iteration 11Q: 3 clusters Score -143919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143921.859375 Penalty: 2320.647217
	Iteration 12Q: 3 clusters Score -143921.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143925.484375 Penalty: 2320.647217
	Iteration 13Q: 3 clusters Score -143925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -143928.375000 Penalty: 2320.647217
	Iteration 14Q: 3 clusters Score -143928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -143929.703125 Penalty: 2320.647217
	Iteration 15Q: 3 clusters Score -143929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143929.937500 Penalty: 2320.647217
	Iteration 16Q: 3 clusters Score -143929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143929.937500 Penalty: 2320.647217
	Iteration 17F: 3 clusters Score -143929.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Entering Unmasked Estep 
Score: -8295559.000000 Penalty: 1816.549561
	Iteration 0F: 2 clusters Score -8295559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -8247821.000000 Penalty: 3633.099121
	Iteration 0F: 3 clusters Score -8247821 nChanged 34104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -8267497.000000 Penalty: 3633.099121
	Iteration 1F: 3 clusters Score -8267497 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -8268331.500000 Penalty: 3633.099121
	Iteration 2Q: 3 clusters Score -8268332 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -8269350.500000 Penalty: 3633.099121
	Iteration 3Q: 3 clusters Score -8269350 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -8270829.500000 Penalty: 3633.099121
	Iteration 4Q: 3 clusters Score -8270830 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -8273084.000000 Penalty: 3633.099121
	Iteration 5F: 3 clusters Score -8273084 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -8276427.000000 Penalty: 3633.099121
	Iteration 6F: 3 clusters Score -8276427 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -8280657.500000 Penalty: 3633.099121
	Iteration 7F: 3 clusters Score -8280658 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -8284884.000000 Penalty: 3633.099121
	Iteration 8F: 3 clusters Score -8284884 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -8288260.500000 Penalty: 3633.099121
	Iteration 9F: 3 clusters Score -8288260 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -8290658.500000 Penalty: 3633.099121
	Iteration 10Q: 3 clusters Score -8290658 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -8292107.500000 Penalty: 3633.099121
	Iteration 11Q: 3 clusters Score -8292108 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -8292935.000000 Penalty: 3633.099121
	Iteration 12Q: 3 clusters Score -8292935 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -8293426.500000 Penalty: 3633.099121
	Iteration 13Q: 3 clusters Score -8293426 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -8293656.500000 Penalty: 3633.099121
	Iteration 14Q: 3 clusters Score -8293656 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -8293755.000000 Penalty: 3633.099121
	Iteration 15Q: 3 clusters Score -8293755 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -8293849.000000 Penalty: 3633.099121
	Iteration 16Q: 3 clusters Score -8293849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -8293905.000000 Penalty: 3633.099121
	Iteration 17Q: 3 clusters Score -8293905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -8293941.000000 Penalty: 3633.099121
	Iteration 18Q: 3 clusters Score -8293941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -8293969.500000 Penalty: 3633.099121
	Iteration 19Q: 3 clusters Score -8293970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -8293966.000000 Penalty: 3633.099121
	Iteration 20F: 3 clusters Score -8293966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -8293976.500000 Penalty: 3633.099121
	Iteration 21Q: 3 clusters Score -8293976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -8293990.000000 Penalty: 3633.099121
	Iteration 22Q: 3 clusters Score -8293990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -8293991.000000 Penalty: 3633.099121
	Iteration 23Q: 3 clusters Score -8293991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -8293994.500000 Penalty: 3633.099121
	Iteration 24Q: 3 clusters Score -8293994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -8293999.000000 Penalty: 3633.099121
	Iteration 25Q: 3 clusters Score -8293999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -8294003.000000 Penalty: 3633.099121
	Iteration 26Q: 3 clusters Score -8294003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -8294003.000000 Penalty: 3633.099121
	Iteration 27Q: 3 clusters Score -8294003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -8294005.000000 Penalty: 3633.099121
	Iteration 28Q: 3 clusters Score -8294005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -8294005.000000 Penalty: 3633.099121
	Iteration 29F: 3 clusters Score -8294005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -41342.546875 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -41342.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40464.437500 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -40464.44 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40803.964844 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -40803.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40926.937500 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -40926.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41014.835938 Penalty: 1956.042847
	Iteration 3Q: 3 clusters Score -41014.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41073.664062 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -41073.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41109.539062 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -41109.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41124.906250 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -41124.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41124.906250 Penalty: 1956.042847
	Iteration 7F: 3 clusters Score -41124.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Entering Unmasked Estep 
Score: -662993.000000 Penalty: 1407.093872
	Iteration 0F: 2 clusters Score -662993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -658555.562500 Penalty: 2814.187744
	Iteration 0F: 3 clusters Score -658555.6 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -659955.562500 Penalty: 2814.187744
	Iteration 1F: 3 clusters Score -659955.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -660288.687500 Penalty: 2814.187744
	Iteration 2F: 3 clusters Score -660288.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -660600.812500 Penalty: 2814.187744
	Iteration 3F: 3 clusters Score -660600.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -660879.437500 Penalty: 2814.187744
	Iteration 4F: 3 clusters Score -660879.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -661108.125000 Penalty: 2814.187744
	Iteration 5F: 3 clusters Score -661108.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -661306.125000 Penalty: 2814.187744
	Iteration 6Q: 3 clusters Score -661306.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -661480.187500 Penalty: 2814.187744
	Iteration 7Q: 3 clusters Score -661480.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -661608.750000 Penalty: 2814.187744
	Iteration 8Q: 3 clusters Score -661608.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -661709.937500 Penalty: 2814.187744
	Iteration 9Q: 3 clusters Score -661709.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -661778.812500 Penalty: 2814.187744
	Iteration 10Q: 3 clusters Score -661778.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -661838.687500 Penalty: 2814.187744
	Iteration 11Q: 3 clusters Score -661838.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -661882.000000 Penalty: 2814.187744
	Iteration 12Q: 3 clusters Score -661882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -661915.000000 Penalty: 2814.187744
	Iteration 13Q: 3 clusters Score -661915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -661934.937500 Penalty: 2814.187744
	Iteration 14Q: 3 clusters Score -661934.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -661949.250000 Penalty: 2814.187744
	Iteration 15Q: 3 clusters Score -661949.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -661959.062500 Penalty: 2814.187744
	Iteration 16Q: 3 clusters Score -661959.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -661971.250000 Penalty: 2814.187744
	Iteration 17Q: 3 clusters Score -661971.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -661982.125000 Penalty: 2814.187744
	Iteration 18Q: 3 clusters Score -661982.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -661992.875000 Penalty: 2814.187744
	Iteration 19Q: 3 clusters Score -661992.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -662001.062500 Penalty: 2814.187744
	Iteration 20F: 3 clusters Score -662001.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -662013.187500 Penalty: 2814.187744
	Iteration 21Q: 3 clusters Score -662013.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -662018.812500 Penalty: 2814.187744
	Iteration 22Q: 3 clusters Score -662018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -662024.062500 Penalty: 2814.187744
	Iteration 23Q: 3 clusters Score -662024.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -662028.875000 Penalty: 2814.187744
	Iteration 24Q: 3 clusters Score -662028.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -662031.312500 Penalty: 2814.187744
	Iteration 25Q: 3 clusters Score -662031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -662032.500000 Penalty: 2814.187744
	Iteration 26Q: 3 clusters Score -662032.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -662033.000000 Penalty: 2814.187744
	Iteration 27Q: 3 clusters Score -662033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -662033.125000 Penalty: 2814.187744
	Iteration 28Q: 3 clusters Score -662033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -662032.937500 Penalty: 2814.187744
	Iteration 29Q: 3 clusters Score -662032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -662034.312500 Penalty: 2814.187744
	Iteration 30Q: 3 clusters Score -662034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -662035.125000 Penalty: 2814.187744
	Iteration 31Q: 3 clusters Score -662035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -662035.125000 Penalty: 2814.187744
	Iteration 32F: 3 clusters Score -662035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Entering Unmasked Estep 
Score: -1828288.875000 Penalty: 1570.145630
	Iteration 0F: 2 clusters Score -1828289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1817423.875000 Penalty: 3140.291260
	Iteration 0F: 3 clusters Score -1817424 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1821187.125000 Penalty: 3140.291260
	Iteration 1F: 3 clusters Score -1821187 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1821502.625000 Penalty: 3140.291260
	Iteration 2F: 3 clusters Score -1821503 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1821868.750000 Penalty: 3140.291260
	Iteration 3F: 3 clusters Score -1821869 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1822291.750000 Penalty: 3140.291260
	Iteration 4F: 3 clusters Score -1822292 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1822798.375000 Penalty: 3140.291260
	Iteration 5F: 3 clusters Score -1822798 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1823446.375000 Penalty: 3140.291260
	Iteration 6F: 3 clusters Score -1823446 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1824201.750000 Penalty: 3140.291260
	Iteration 7F: 3 clusters Score -1824202 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1824980.750000 Penalty: 3140.291260
	Iteration 8F: 3 clusters Score -1824981 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1825711.250000 Penalty: 3140.291260
	Iteration 9F: 3 clusters Score -1825711 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1826200.125000 Penalty: 3140.291260
	Iteration 10Q: 3 clusters Score -1826200 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1826497.125000 Penalty: 3140.291260
	Iteration 11Q: 3 clusters Score -1826497 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1826668.625000 Penalty: 3140.291260
	Iteration 12Q: 3 clusters Score -1826669 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1826766.625000 Penalty: 3140.291260
	Iteration 13Q: 3 clusters Score -1826767 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1826822.625000 Penalty: 3140.291260
	Iteration 14Q: 3 clusters Score -1826823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1826859.500000 Penalty: 3140.291260
	Iteration 15Q: 3 clusters Score -1826860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1826882.750000 Penalty: 3140.291260
	Iteration 16Q: 3 clusters Score -1826883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1826896.250000 Penalty: 3140.291260
	Iteration 17Q: 3 clusters Score -1826896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1826906.625000 Penalty: 3140.291260
	Iteration 18Q: 3 clusters Score -1826907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1826907.375000 Penalty: 3140.291260
	Iteration 19Q: 3 clusters Score -1826907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1826907.375000 Penalty: 3140.291260
	Iteration 20F: 3 clusters Score -1826907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1826909.625000 Penalty: 3140.291260
	Iteration 21Q: 3 clusters Score -1826910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1826910.000000 Penalty: 3140.291260
	Iteration 22Q: 3 clusters Score -1826910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1826910.000000 Penalty: 3140.291260
	Iteration 23F: 3 clusters Score -1826910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -268708.375000 Penalty: 1262.249146
	Iteration 0F: 2 clusters Score -268708.4 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 1227 members 
Entering Unmasked Estep 
Score: -266417.750000 Penalty: 2524.498291
	Iteration 0F: 3 clusters Score -266417.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -266945.218750 Penalty: 2524.498291
	Iteration 1F: 3 clusters Score -266945.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -267042.718750 Penalty: 2524.498291
	Iteration 2F: 3 clusters Score -267042.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -267102.750000 Penalty: 2524.498291
	Iteration 3Q: 3 clusters Score -267102.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -267139.250000 Penalty: 2524.498291
	Iteration 4Q: 3 clusters Score -267139.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -267166.875000 Penalty: 2524.498291
	Iteration 5Q: 3 clusters Score -267166.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -267195.312500 Penalty: 2524.498291
	Iteration 6Q: 3 clusters Score -267195.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -267223.187500 Penalty: 2524.498291
	Iteration 7Q: 3 clusters Score -267223.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -267247.500000 Penalty: 2524.498291
	Iteration 8Q: 3 clusters Score -267247.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -267275.812500 Penalty: 2524.498291
	Iteration 9Q: 3 clusters Score -267275.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -267305.937500 Penalty: 2524.498291
	Iteration 10Q: 3 clusters Score -267305.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -267335.718750 Penalty: 2524.498291
	Iteration 11Q: 3 clusters Score -267335.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -267378.312500 Penalty: 2524.498291
	Iteration 12Q: 3 clusters Score -267378.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -267448.562500 Penalty: 2524.498291
	Iteration 13Q: 3 clusters Score -267448.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -267543.875000 Penalty: 2524.498291
	Iteration 14Q: 3 clusters Score -267543.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -267670.343750 Penalty: 2524.498291
	Iteration 15Q: 3 clusters Score -267670.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -267856.937500 Penalty: 2524.498291
	Iteration 16Q: 3 clusters Score -267856.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -268084.093750 Penalty: 2524.498291
	Iteration 17F: 3 clusters Score -268084.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -268271.031250 Penalty: 2524.498291
	Iteration 18Q: 3 clusters Score -268271 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -268389.843750 Penalty: 2524.498291
	Iteration 19Q: 3 clusters Score -268389.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -268460.000000 Penalty: 2524.498291
	Iteration 20F: 3 clusters Score -268460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -268489.906250 Penalty: 2524.498291
	Iteration 21Q: 3 clusters Score -268489.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -268504.468750 Penalty: 2524.498291
	Iteration 22Q: 3 clusters Score -268504.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -268517.687500 Penalty: 2524.498291
	Iteration 23Q: 3 clusters Score -268517.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -268526.812500 Penalty: 2524.498291
	Iteration 24Q: 3 clusters Score -268526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -268529.343750 Penalty: 2524.498291
	Iteration 25Q: 3 clusters Score -268529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -268530.125000 Penalty: 2524.498291
	Iteration 26Q: 3 clusters Score -268530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -268530.656250 Penalty: 2524.498291
	Iteration 27Q: 3 clusters Score -268530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -268531.187500 Penalty: 2524.498291
	Iteration 28Q: 3 clusters Score -268531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -268532.125000 Penalty: 2524.498291
	Iteration 29Q: 3 clusters Score -268532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -268532.125000 Penalty: 2524.498291
	Iteration 30F: 3 clusters Score -268532.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -18273.091797 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18273.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17545.615234 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17545.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17615.523438 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -17615.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17642.576172 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -17642.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17661.167969 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -17661.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17669.570312 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -17669.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17670.773438 Penalty: 1731.559692
	Iteration 5Q: 3 clusters Score -17670.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17673.597656 Penalty: 1731.559692
	Iteration 6Q: 3 clusters Score -17673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17673.597656 Penalty: 1731.559692
	Iteration 7F: 3 clusters Score -17673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Entering Unmasked Estep 
Score: -3858396.250000 Penalty: 1692.202393
	Iteration 0F: 2 clusters Score -3858396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3835919.750000 Penalty: 3384.404785
	Iteration 0F: 3 clusters Score -3835920 nChanged 15400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3844484.250000 Penalty: 3384.404785
	Iteration 1F: 3 clusters Score -3844484 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3845046.500000 Penalty: 3384.404785
	Iteration 2Q: 3 clusters Score -3845046 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3845707.750000 Penalty: 3384.404785
	Iteration 3Q: 3 clusters Score -3845708 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3846490.500000 Penalty: 3384.404785
	Iteration 4Q: 3 clusters Score -3846490 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3847527.250000 Penalty: 3384.404785
	Iteration 5F: 3 clusters Score -3847527 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3848799.000000 Penalty: 3384.404785
	Iteration 6F: 3 clusters Score -3848799 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3850283.000000 Penalty: 3384.404785
	Iteration 7F: 3 clusters Score -3850283 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3851940.750000 Penalty: 3384.404785
	Iteration 8F: 3 clusters Score -3851941 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3853483.500000 Penalty: 3384.404785
	Iteration 9F: 3 clusters Score -3853484 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3854563.250000 Penalty: 3384.404785
	Iteration 10Q: 3 clusters Score -3854563 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3855257.000000 Penalty: 3384.404785
	Iteration 11Q: 3 clusters Score -3855257 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3855680.250000 Penalty: 3384.404785
	Iteration 12Q: 3 clusters Score -3855680 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3855939.250000 Penalty: 3384.404785
	Iteration 13Q: 3 clusters Score -3855939 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3856137.000000 Penalty: 3384.404785
	Iteration 14Q: 3 clusters Score -3856137 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3856290.500000 Penalty: 3384.404785
	Iteration 15Q: 3 clusters Score -3856290 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3856416.250000 Penalty: 3384.404785
	Iteration 16Q: 3 clusters Score -3856416 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3856510.750000 Penalty: 3384.404785
	Iteration 17Q: 3 clusters Score -3856511 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3856600.000000 Penalty: 3384.404785
	Iteration 18Q: 3 clusters Score -3856600 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3856658.000000 Penalty: 3384.404785
	Iteration 19Q: 3 clusters Score -3856658 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3856711.000000 Penalty: 3384.404785
	Iteration 20F: 3 clusters Score -3856711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3856752.000000 Penalty: 3384.404785
	Iteration 21Q: 3 clusters Score -3856752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3856790.500000 Penalty: 3384.404785
	Iteration 22Q: 3 clusters Score -3856790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3856811.750000 Penalty: 3384.404785
	Iteration 23Q: 3 clusters Score -3856812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3856843.250000 Penalty: 3384.404785
	Iteration 24Q: 3 clusters Score -3856843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3856862.000000 Penalty: 3384.404785
	Iteration 25Q: 3 clusters Score -3856862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3856884.750000 Penalty: 3384.404785
	Iteration 26Q: 3 clusters Score -3856885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3856905.000000 Penalty: 3384.404785
	Iteration 27Q: 3 clusters Score -3856905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3856918.500000 Penalty: 3384.404785
	Iteration 28Q: 3 clusters Score -3856918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3856927.250000 Penalty: 3384.404785
	Iteration 29Q: 3 clusters Score -3856927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3856935.000000 Penalty: 3384.404785
	Iteration 30Q: 3 clusters Score -3856935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3856942.000000 Penalty: 3384.404785
	Iteration 31Q: 3 clusters Score -3856942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3856945.250000 Penalty: 3384.404785
	Iteration 32Q: 3 clusters Score -3856945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3856946.000000 Penalty: 3384.404785
	Iteration 33Q: 3 clusters Score -3856946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3856952.000000 Penalty: 3384.404785
	Iteration 34Q: 3 clusters Score -3856952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3856949.750000 Penalty: 3384.404785
	Iteration 35Q: 3 clusters Score -3856950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3856956.250000 Penalty: 3384.404785
	Iteration 36Q: 3 clusters Score -3856956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3856953.250000 Penalty: 3384.404785
	Iteration 37Q: 3 clusters Score -3856953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3856959.000000 Penalty: 3384.404785
	Iteration 38Q: 3 clusters Score -3856959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3856959.250000 Penalty: 3384.404785
	Iteration 39Q: 3 clusters Score -3856959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3856959.250000 Penalty: 3384.404785
	Iteration 40F: 3 clusters Score -3856959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Entering Unmasked Estep 
Score: -436485.656250 Penalty: 1347.376343
	Iteration 0F: 2 clusters Score -436485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -433076.750000 Penalty: 2694.752686
	Iteration 0F: 3 clusters Score -433076.8 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -434000.718750 Penalty: 2694.752686
	Iteration 1F: 3 clusters Score -434000.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -434196.281250 Penalty: 2694.752686
	Iteration 2F: 3 clusters Score -434196.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -434339.500000 Penalty: 2694.752686
	Iteration 3F: 3 clusters Score -434339.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -434460.593750 Penalty: 2694.752686
	Iteration 4Q: 3 clusters Score -434460.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -434571.468750 Penalty: 2694.752686
	Iteration 5Q: 3 clusters Score -434571.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -434711.406250 Penalty: 2694.752686
	Iteration 6Q: 3 clusters Score -434711.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -434854.218750 Penalty: 2694.752686
	Iteration 7Q: 3 clusters Score -434854.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -434989.406250 Penalty: 2694.752686
	Iteration 8Q: 3 clusters Score -434989.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -435125.281250 Penalty: 2694.752686
	Iteration 9Q: 3 clusters Score -435125.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -435248.531250 Penalty: 2694.752686
	Iteration 10Q: 3 clusters Score -435248.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -435351.500000 Penalty: 2694.752686
	Iteration 11Q: 3 clusters Score -435351.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -435428.343750 Penalty: 2694.752686
	Iteration 12Q: 3 clusters Score -435428.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -435490.843750 Penalty: 2694.752686
	Iteration 13Q: 3 clusters Score -435490.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -435526.281250 Penalty: 2694.752686
	Iteration 14Q: 3 clusters Score -435526.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -435556.281250 Penalty: 2694.752686
	Iteration 15Q: 3 clusters Score -435556.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -435575.937500 Penalty: 2694.752686
	Iteration 16Q: 3 clusters Score -435575.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -435587.062500 Penalty: 2694.752686
	Iteration 17Q: 3 clusters Score -435587.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -435597.687500 Penalty: 2694.752686
	Iteration 18Q: 3 clusters Score -435597.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -435607.750000 Penalty: 2694.752686
	Iteration 19Q: 3 clusters Score -435607.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -435615.468750 Penalty: 2694.752686
	Iteration 20F: 3 clusters Score -435615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -435618.937500 Penalty: 2694.752686
	Iteration 21Q: 3 clusters Score -435618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -435624.375000 Penalty: 2694.752686
	Iteration 22Q: 3 clusters Score -435624.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -435628.718750 Penalty: 2694.752686
	Iteration 23Q: 3 clusters Score -435628.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -435628.906250 Penalty: 2694.752686
	Iteration 24Q: 3 clusters Score -435628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -435629.875000 Penalty: 2694.752686
	Iteration 25Q: 3 clusters Score -435629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -435630.937500 Penalty: 2694.752686
	Iteration 26Q: 3 clusters Score -435630.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -435631.437500 Penalty: 2694.752686
	Iteration 27Q: 3 clusters Score -435631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -435631.656250 Penalty: 2694.752686
	Iteration 28Q: 3 clusters Score -435631.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -435631.906250 Penalty: 2694.752686
	Iteration 29Q: 3 clusters Score -435631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -435631.906250 Penalty: 2694.752686
	Iteration 30F: 3 clusters Score -435631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -449163.312500 Penalty: 1341.445435
	Iteration 0F: 2 clusters Score -449163.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -445851.125000 Penalty: 2682.890869
	Iteration 0F: 3 clusters Score -445851.1 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -446698.625000 Penalty: 2682.890869
	Iteration 1F: 3 clusters Score -446698.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -446838.968750 Penalty: 2682.890869
	Iteration 2F: 3 clusters Score -446839 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -446926.781250 Penalty: 2682.890869
	Iteration 3Q: 3 clusters Score -446926.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -446992.000000 Penalty: 2682.890869
	Iteration 4Q: 3 clusters Score -446992 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -447055.968750 Penalty: 2682.890869
	Iteration 5Q: 3 clusters Score -447056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -447103.125000 Penalty: 2682.890869
	Iteration 6Q: 3 clusters Score -447103.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -447141.343750 Penalty: 2682.890869
	Iteration 7Q: 3 clusters Score -447141.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -447178.125000 Penalty: 2682.890869
	Iteration 8Q: 3 clusters Score -447178.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -447222.843750 Penalty: 2682.890869
	Iteration 9Q: 3 clusters Score -447222.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -447266.968750 Penalty: 2682.890869
	Iteration 10Q: 3 clusters Score -447267 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -447301.093750 Penalty: 2682.890869
	Iteration 11Q: 3 clusters Score -447301.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -447327.656250 Penalty: 2682.890869
	Iteration 12Q: 3 clusters Score -447327.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -447362.031250 Penalty: 2682.890869
	Iteration 13Q: 3 clusters Score -447362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -447395.031250 Penalty: 2682.890869
	Iteration 14Q: 3 clusters Score -447395 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -447444.968750 Penalty: 2682.890869
	Iteration 15Q: 3 clusters Score -447445 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -447497.750000 Penalty: 2682.890869
	Iteration 16Q: 3 clusters Score -447497.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -447540.937500 Penalty: 2682.890869
	Iteration 17Q: 3 clusters Score -447540.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -447582.718750 Penalty: 2682.890869
	Iteration 18Q: 3 clusters Score -447582.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -447615.656250 Penalty: 2682.890869
	Iteration 19Q: 3 clusters Score -447615.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -447655.593750 Penalty: 2682.890869
	Iteration 20F: 3 clusters Score -447655.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -447690.718750 Penalty: 2682.890869
	Iteration 21Q: 3 clusters Score -447690.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -447724.375000 Penalty: 2682.890869
	Iteration 22Q: 3 clusters Score -447724.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -447753.031250 Penalty: 2682.890869
	Iteration 23Q: 3 clusters Score -447753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -447789.187500 Penalty: 2682.890869
	Iteration 24Q: 3 clusters Score -447789.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -447819.875000 Penalty: 2682.890869
	Iteration 25Q: 3 clusters Score -447819.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -447842.906250 Penalty: 2682.890869
	Iteration 26Q: 3 clusters Score -447842.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -447870.531250 Penalty: 2682.890869
	Iteration 27Q: 3 clusters Score -447870.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -447899.125000 Penalty: 2682.890869
	Iteration 28Q: 3 clusters Score -447899.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -447924.500000 Penalty: 2682.890869
	Iteration 29Q: 3 clusters Score -447924.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -447943.875000 Penalty: 2682.890869
	Iteration 30Q: 3 clusters Score -447943.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -447953.937500 Penalty: 2682.890869
	Iteration 31Q: 3 clusters Score -447953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -447962.687500 Penalty: 2682.890869
	Iteration 32Q: 3 clusters Score -447962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -447966.687500 Penalty: 2682.890869
	Iteration 33Q: 3 clusters Score -447966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -447969.531250 Penalty: 2682.890869
	Iteration 34Q: 3 clusters Score -447969.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -447970.750000 Penalty: 2682.890869
	Iteration 35Q: 3 clusters Score -447970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -447972.093750 Penalty: 2682.890869
	Iteration 36Q: 3 clusters Score -447972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -447973.781250 Penalty: 2682.890869
	Iteration 37Q: 3 clusters Score -447973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -447973.312500 Penalty: 2682.890869
	Iteration 38Q: 3 clusters Score -447973.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -447973.312500 Penalty: 2682.890869
	Iteration 39F: 3 clusters Score -447973.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Entering Unmasked Estep 
Score: -333174.281250 Penalty: 1295.413574
	Iteration 0F: 2 clusters Score -333174.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -330461.656250 Penalty: 2590.827148
	Iteration 0F: 3 clusters Score -330461.7 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -331127.000000 Penalty: 2590.827148
	Iteration 1F: 3 clusters Score -331127 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -331306.656250 Penalty: 2590.827148
	Iteration 2F: 3 clusters Score -331306.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -331409.656250 Penalty: 2590.827148
	Iteration 3F: 3 clusters Score -331409.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -331484.031250 Penalty: 2590.827148
	Iteration 4Q: 3 clusters Score -331484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -331538.687500 Penalty: 2590.827148
	Iteration 5Q: 3 clusters Score -331538.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -331574.906250 Penalty: 2590.827148
	Iteration 6Q: 3 clusters Score -331574.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -331608.375000 Penalty: 2590.827148
	Iteration 7Q: 3 clusters Score -331608.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -331628.656250 Penalty: 2590.827148
	Iteration 8Q: 3 clusters Score -331628.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -331643.406250 Penalty: 2590.827148
	Iteration 9Q: 3 clusters Score -331643.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -331656.375000 Penalty: 2590.827148
	Iteration 10Q: 3 clusters Score -331656.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -331672.187500 Penalty: 2590.827148
	Iteration 11Q: 3 clusters Score -331672.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -331683.875000 Penalty: 2590.827148
	Iteration 12Q: 3 clusters Score -331683.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -331694.906250 Penalty: 2590.827148
	Iteration 13Q: 3 clusters Score -331694.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -331704.656250 Penalty: 2590.827148
	Iteration 14Q: 3 clusters Score -331704.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -331712.843750 Penalty: 2590.827148
	Iteration 15Q: 3 clusters Score -331712.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -331723.406250 Penalty: 2590.827148
	Iteration 16Q: 3 clusters Score -331723.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -331730.000000 Penalty: 2590.827148
	Iteration 17Q: 3 clusters Score -331730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -331735.281250 Penalty: 2590.827148
	Iteration 18Q: 3 clusters Score -331735.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -331738.093750 Penalty: 2590.827148
	Iteration 19Q: 3 clusters Score -331738.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -331739.656250 Penalty: 2590.827148
	Iteration 20F: 3 clusters Score -331739.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -331742.656250 Penalty: 2590.827148
	Iteration 21Q: 3 clusters Score -331742.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -331743.875000 Penalty: 2590.827148
	Iteration 22Q: 3 clusters Score -331743.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -331746.218750 Penalty: 2590.827148
	Iteration 23Q: 3 clusters Score -331746.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -331749.437500 Penalty: 2590.827148
	Iteration 24Q: 3 clusters Score -331749.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -331754.843750 Penalty: 2590.827148
	Iteration 25Q: 3 clusters Score -331754.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -331758.343750 Penalty: 2590.827148
	Iteration 26Q: 3 clusters Score -331758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -331760.281250 Penalty: 2590.827148
	Iteration 27Q: 3 clusters Score -331760.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -331764.281250 Penalty: 2590.827148
	Iteration 28Q: 3 clusters Score -331764.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -331765.062500 Penalty: 2590.827148
	Iteration 29Q: 3 clusters Score -331765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -331765.750000 Penalty: 2590.827148
	Iteration 30Q: 3 clusters Score -331765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -331766.531250 Penalty: 2590.827148
	Iteration 31Q: 3 clusters Score -331766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -331766.531250 Penalty: 2590.827148
	Iteration 32F: 3 clusters Score -331766.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14430.957031 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14430.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13831.882812 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13831.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13984.793945 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -13984.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14048.016602 Penalty: 1718.686768
	Iteration 2F: 3 clusters Score -14048.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14088.724609 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -14088.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14089.391602 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -14089.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14089.871094 Penalty: 1718.686768
	Iteration 5Q: 3 clusters Score -14089.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14090.521484 Penalty: 1718.686768
	Iteration 6Q: 3 clusters Score -14090.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14090.521484 Penalty: 1718.686768
	Iteration 7F: 3 clusters Score -14090.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -517142.187500 Penalty: 1361.861450
	Iteration 0F: 2 clusters Score -517142.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -513567.062500 Penalty: 2723.722900
	Iteration 0F: 3 clusters Score -513567.1 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -514516.687500 Penalty: 2723.722900
	Iteration 1F: 3 clusters Score -514516.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -514674.000000 Penalty: 2723.722900
	Iteration 2F: 3 clusters Score -514674 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -514786.000000 Penalty: 2723.722900
	Iteration 3F: 3 clusters Score -514786 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -514864.562500 Penalty: 2723.722900
	Iteration 4Q: 3 clusters Score -514864.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -514920.281250 Penalty: 2723.722900
	Iteration 5Q: 3 clusters Score -514920.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -514959.562500 Penalty: 2723.722900
	Iteration 6Q: 3 clusters Score -514959.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -514996.125000 Penalty: 2723.722900
	Iteration 7Q: 3 clusters Score -514996.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -515029.375000 Penalty: 2723.722900
	Iteration 8Q: 3 clusters Score -515029.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -515065.906250 Penalty: 2723.722900
	Iteration 9Q: 3 clusters Score -515065.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -515096.500000 Penalty: 2723.722900
	Iteration 10Q: 3 clusters Score -515096.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -515127.875000 Penalty: 2723.722900
	Iteration 11Q: 3 clusters Score -515127.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -515165.218750 Penalty: 2723.722900
	Iteration 12Q: 3 clusters Score -515165.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -515204.093750 Penalty: 2723.722900
	Iteration 13Q: 3 clusters Score -515204.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -515248.250000 Penalty: 2723.722900
	Iteration 14Q: 3 clusters Score -515248.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -515301.562500 Penalty: 2723.722900
	Iteration 15Q: 3 clusters Score -515301.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -515366.937500 Penalty: 2723.722900
	Iteration 16Q: 3 clusters Score -515366.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -515435.875000 Penalty: 2723.722900
	Iteration 17Q: 3 clusters Score -515435.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -515512.218750 Penalty: 2723.722900
	Iteration 18Q: 3 clusters Score -515512.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -515576.718750 Penalty: 2723.722900
	Iteration 19Q: 3 clusters Score -515576.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -515630.375000 Penalty: 2723.722900
	Iteration 20F: 3 clusters Score -515630.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -515679.656250 Penalty: 2723.722900
	Iteration 21Q: 3 clusters Score -515679.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -515717.687500 Penalty: 2723.722900
	Iteration 22Q: 3 clusters Score -515717.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -515757.062500 Penalty: 2723.722900
	Iteration 23Q: 3 clusters Score -515757.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -515793.875000 Penalty: 2723.722900
	Iteration 24Q: 3 clusters Score -515793.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -515829.062500 Penalty: 2723.722900
	Iteration 25Q: 3 clusters Score -515829.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -515853.375000 Penalty: 2723.722900
	Iteration 26Q: 3 clusters Score -515853.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -515878.906250 Penalty: 2723.722900
	Iteration 27Q: 3 clusters Score -515878.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -515905.000000 Penalty: 2723.722900
	Iteration 28Q: 3 clusters Score -515905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -515925.250000 Penalty: 2723.722900
	Iteration 29Q: 3 clusters Score -515925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -515935.593750 Penalty: 2723.722900
	Iteration 30Q: 3 clusters Score -515935.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -515942.437500 Penalty: 2723.722900
	Iteration 31Q: 3 clusters Score -515942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -515947.593750 Penalty: 2723.722900
	Iteration 32Q: 3 clusters Score -515947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -515948.375000 Penalty: 2723.722900
	Iteration 33Q: 3 clusters Score -515948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -515949.843750 Penalty: 2723.722900
	Iteration 34Q: 3 clusters Score -515949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -515951.281250 Penalty: 2723.722900
	Iteration 35Q: 3 clusters Score -515951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -515954.843750 Penalty: 2723.722900
	Iteration 36Q: 3 clusters Score -515954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -515957.593750 Penalty: 2723.722900
	Iteration 37Q: 3 clusters Score -515957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -515960.062500 Penalty: 2723.722900
	Iteration 38Q: 3 clusters Score -515960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -515961.031250 Penalty: 2723.722900
	Iteration 39Q: 3 clusters Score -515961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -515961.843750 Penalty: 2723.722900
	Iteration 40F: 3 clusters Score -515961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -515963.468750 Penalty: 2723.722900
	Iteration 41Q: 3 clusters Score -515963.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -515965.281250 Penalty: 2723.722900
	Iteration 42Q: 3 clusters Score -515965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -515972.656250 Penalty: 2723.722900
	Iteration 43Q: 3 clusters Score -515972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -515976.031250 Penalty: 2723.722900
	Iteration 44Q: 3 clusters Score -515976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -515976.687500 Penalty: 2723.722900
	Iteration 45Q: 3 clusters Score -515976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -515978.000000 Penalty: 2723.722900
	Iteration 46Q: 3 clusters Score -515978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -515978.000000 Penalty: 2723.722900
	Iteration 47F: 3 clusters Score -515978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Entering Unmasked Estep 
Score: -11594703.000000 Penalty: 1869.377930
	Iteration 0F: 2 clusters Score -1.15947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -11531689.000000 Penalty: 3738.755859
	Iteration 0F: 3 clusters Score -1.153169e+07 nChanged 47099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -11558927.000000 Penalty: 3738.755859
	Iteration 1F: 3 clusters Score -1.155893e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -11559511.000000 Penalty: 3738.755859
	Iteration 2Q: 3 clusters Score -1.155951e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -11560161.000000 Penalty: 3738.755859
	Iteration 3Q: 3 clusters Score -1.156016e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -11560949.000000 Penalty: 3738.755859
	Iteration 4Q: 3 clusters Score -1.156095e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -11562168.000000 Penalty: 3738.755859
	Iteration 5Q: 3 clusters Score -1.156217e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 63638 members 
Entering Unmasked Estep 
Score: -11564323.000000 Penalty: 3738.755859
	Iteration 6Q: 3 clusters Score -1.156432e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -11568152.000000 Penalty: 3738.755859
	Iteration 7F: 3 clusters Score -1.156815e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -11574372.000000 Penalty: 3738.755859
	Iteration 8F: 3 clusters Score -1.157437e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 86020 members 
Entering Unmasked Estep 
Score: -11582264.000000 Penalty: 3738.755859
	Iteration 9F: 3 clusters Score -1.158226e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -11588807.000000 Penalty: 3738.755859
	Iteration 10F: 3 clusters Score -1.158881e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -11591894.000000 Penalty: 3738.755859
	Iteration 11Q: 3 clusters Score -1.159189e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 98605 members 
Entering Unmasked Estep 
Score: -11592660.000000 Penalty: 3738.755859
	Iteration 12Q: 3 clusters Score -1.159266e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 98901 members 
Entering Unmasked Estep 
Score: -11592873.000000 Penalty: 3738.755859
	Iteration 13Q: 3 clusters Score -1.159287e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 98963 members 
Entering Unmasked Estep 
Score: -11592950.000000 Penalty: 3738.755859
	Iteration 14Q: 3 clusters Score -1.159295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98976 members 
Entering Unmasked Estep 
Score: -11592980.000000 Penalty: 3738.755859
	Iteration 15Q: 3 clusters Score -1.159298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 98977 members 
Entering Unmasked Estep 
Score: -11592980.000000 Penalty: 3738.755859
	Iteration 16Q: 3 clusters Score -1.159298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -11592979.000000 Penalty: 3738.755859
	Iteration 17Q: 3 clusters Score -1.159298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98984 members 
Entering Unmasked Estep 
Score: -11592987.000000 Penalty: 3738.755859
	Iteration 18Q: 3 clusters Score -1.159299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98984 members 
Entering Unmasked Estep 
Score: -11592987.000000 Penalty: 3738.755859
	Iteration 19F: 3 clusters Score -1.159299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Entering Unmasked Estep 
Score: -14818262.000000 Penalty: 1912.144043
	Iteration 0F: 2 clusters Score -1.481826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -14737023.000000 Penalty: 3824.288086
	Iteration 0F: 3 clusters Score -1.473702e+07 nChanged 61910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -14773044.000000 Penalty: 3824.288086
	Iteration 1F: 3 clusters Score -1.477304e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -14774008.000000 Penalty: 3824.288086
	Iteration 2Q: 3 clusters Score -1.477401e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -14775592.000000 Penalty: 3824.288086
	Iteration 3Q: 3 clusters Score -1.477559e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -14778100.000000 Penalty: 3824.288086
	Iteration 4Q: 3 clusters Score -1.47781e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -14783034.000000 Penalty: 3824.288086
	Iteration 5F: 3 clusters Score -1.478303e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -14791417.000000 Penalty: 3824.288086
	Iteration 6F: 3 clusters Score -1.479142e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110278 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -14801837.000000 Penalty: 3824.288086
	Iteration 7F: 3 clusters Score -1.480184e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120125 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -14810111.000000 Penalty: 3824.288086
	Iteration 8F: 3 clusters Score -1.481011e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125606 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -14814022.000000 Penalty: 3824.288086
	Iteration 9Q: 3 clusters Score -1.481402e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127656 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -14815636.000000 Penalty: 3824.288086
	Iteration 10Q: 3 clusters Score -1.481564e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128368 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -14816257.000000 Penalty: 3824.288086
	Iteration 11Q: 3 clusters Score -1.481626e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128607 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14816521.000000 Penalty: 3824.288086
	Iteration 12Q: 3 clusters Score -1.481652e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128671 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -14816602.000000 Penalty: 3824.288086
	Iteration 13Q: 3 clusters Score -1.48166e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128694 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -14816622.000000 Penalty: 3824.288086
	Iteration 14Q: 3 clusters Score -1.481662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128702 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14816635.000000 Penalty: 3824.288086
	Iteration 15Q: 3 clusters Score -1.481664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128702 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14816656.000000 Penalty: 3824.288086
	Iteration 16Q: 3 clusters Score -1.481666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128705 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14816664.000000 Penalty: 3824.288086
	Iteration 17Q: 3 clusters Score -1.481666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128708 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14816657.000000 Penalty: 3824.288086
	Iteration 18Q: 3 clusters Score -1.481666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128709 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14816676.000000 Penalty: 3824.288086
	Iteration 19Q: 3 clusters Score -1.481668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128712 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14816688.000000 Penalty: 3824.288086
	Iteration 20F: 3 clusters Score -1.481669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128712 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14816677.000000 Penalty: 3824.288086
	Iteration 21Q: 3 clusters Score -1.481668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128712 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14816676.000000 Penalty: 3824.288086
	Iteration 22Q: 3 clusters Score -1.481668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128713 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14816678.000000 Penalty: 3824.288086
	Iteration 23Q: 3 clusters Score -1.481668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128714 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14816688.000000 Penalty: 3824.288086
	Iteration 24Q: 3 clusters Score -1.481669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128715 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14816687.000000 Penalty: 3824.288086
	Iteration 25Q: 3 clusters Score -1.481669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128715 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14816695.000000 Penalty: 3824.288086
	Iteration 26Q: 3 clusters Score -1.48167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128717 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14816697.000000 Penalty: 3824.288086
	Iteration 27Q: 3 clusters Score -1.48167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128717 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14816697.000000 Penalty: 3824.288086
	Iteration 28F: 3 clusters Score -1.48167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -349720.312500 Penalty: 1302.222046
	Iteration 0F: 2 clusters Score -349720.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -346943.156250 Penalty: 2604.444092
	Iteration 0F: 3 clusters Score -346943.2 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -347583.468750 Penalty: 2604.444092
	Iteration 1F: 3 clusters Score -347583.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -347745.562500 Penalty: 2604.444092
	Iteration 2F: 3 clusters Score -347745.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -347876.000000 Penalty: 2604.444092
	Iteration 3F: 3 clusters Score -347876 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -347962.843750 Penalty: 2604.444092
	Iteration 4Q: 3 clusters Score -347962.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -348009.625000 Penalty: 2604.444092
	Iteration 5Q: 3 clusters Score -348009.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -348064.781250 Penalty: 2604.444092
	Iteration 6Q: 3 clusters Score -348064.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -348116.812500 Penalty: 2604.444092
	Iteration 7Q: 3 clusters Score -348116.8 nChanged 77
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: -348170.281250 Penalty: 2604.444092
	Iteration 8Q: 3 clusters Score -348170.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -348214.875000 Penalty: 2604.444092
	Iteration 9Q: 3 clusters Score -348214.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -348258.781250 Penalty: 2604.444092
	Iteration 10Q: 3 clusters Score -348258.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -348304.750000 Penalty: 2604.444092
	Iteration 11Q: 3 clusters Score -348304.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -348347.218750 Penalty: 2604.444092
	Iteration 12Q: 3 clusters Score -348347.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -348373.468750 Penalty: 2604.444092
	Iteration 13Q: 3 clusters Score -348373.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -348400.937500 Penalty: 2604.444092
	Iteration 14Q: 3 clusters Score -348400.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -348428.812500 Penalty: 2604.444092
	Iteration 15Q: 3 clusters Score -348428.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -348444.968750 Penalty: 2604.444092
	Iteration 16Q: 3 clusters Score -348445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -348460.531250 Penalty: 2604.444092
	Iteration 17Q: 3 clusters Score -348460.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -348474.375000 Penalty: 2604.444092
	Iteration 18Q: 3 clusters Score -348474.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -348482.062500 Penalty: 2604.444092
	Iteration 19Q: 3 clusters Score -348482.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -348485.500000 Penalty: 2604.444092
	Iteration 20F: 3 clusters Score -348485.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -348486.968750 Penalty: 2604.444092
	Iteration 21Q: 3 clusters Score -348487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -348489.500000 Penalty: 2604.444092
	Iteration 22Q: 3 clusters Score -348489.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -348492.656250 Penalty: 2604.444092
	Iteration 23Q: 3 clusters Score -348492.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -348498.437500 Penalty: 2604.444092
	Iteration 24Q: 3 clusters Score -348498.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -348501.562500 Penalty: 2604.444092
	Iteration 25Q: 3 clusters Score -348501.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -348502.781250 Penalty: 2604.444092
	Iteration 26Q: 3 clusters Score -348502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -348504.781250 Penalty: 2604.444092
	Iteration 27Q: 3 clusters Score -348504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -348506.781250 Penalty: 2604.444092
	Iteration 28Q: 3 clusters Score -348506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -348507.375000 Penalty: 2604.444092
	Iteration 29Q: 3 clusters Score -348507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -348508.625000 Penalty: 2604.444092
	Iteration 30Q: 3 clusters Score -348508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -348509.031250 Penalty: 2604.444092
	Iteration 31Q: 3 clusters Score -348509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -348509.031250 Penalty: 2604.444092
	Iteration 32F: 3 clusters Score -348509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Entering Unmasked Estep 
Score: -10913139.000000 Penalty: 1859.836792
	Iteration 0F: 2 clusters Score -1.091314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -10852189.000000 Penalty: 3719.673584
	Iteration 0F: 3 clusters Score -1.085219e+07 nChanged 44640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -10877870.000000 Penalty: 3719.673584
	Iteration 1F: 3 clusters Score -1.087787e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -10878617.000000 Penalty: 3719.673584
	Iteration 2Q: 3 clusters Score -1.087862e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -10879496.000000 Penalty: 3719.673584
	Iteration 3Q: 3 clusters Score -1.08795e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -10880788.000000 Penalty: 3719.673584
	Iteration 4Q: 3 clusters Score -1.088079e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -10882737.000000 Penalty: 3719.673584
	Iteration 5Q: 3 clusters Score -1.088274e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -10885931.000000 Penalty: 3719.673584
	Iteration 6F: 3 clusters Score -1.088593e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -10890653.000000 Penalty: 3719.673584
	Iteration 7F: 3 clusters Score -1.089065e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -10895744.000000 Penalty: 3719.673584
	Iteration 8F: 3 clusters Score -1.089574e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -10899233.000000 Penalty: 3719.673584
	Iteration 9F: 3 clusters Score -1.089923e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -10900610.000000 Penalty: 3719.673584
	Iteration 10Q: 3 clusters Score -1.090061e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -10901290.000000 Penalty: 3719.673584
	Iteration 11Q: 3 clusters Score -1.090129e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -10901743.000000 Penalty: 3719.673584
	Iteration 12Q: 3 clusters Score -1.090174e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -10902147.000000 Penalty: 3719.673584
	Iteration 13Q: 3 clusters Score -1.090215e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -10902517.000000 Penalty: 3719.673584
	Iteration 14Q: 3 clusters Score -1.090252e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -10902899.000000 Penalty: 3719.673584
	Iteration 15Q: 3 clusters Score -1.09029e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -10903187.000000 Penalty: 3719.673584
	Iteration 16Q: 3 clusters Score -1.090319e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -10903588.000000 Penalty: 3719.673584
	Iteration 17Q: 3 clusters Score -1.090359e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -10903932.000000 Penalty: 3719.673584
	Iteration 18Q: 3 clusters Score -1.090393e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -10904276.000000 Penalty: 3719.673584
	Iteration 19Q: 3 clusters Score -1.090428e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -10904561.000000 Penalty: 3719.673584
	Iteration 20F: 3 clusters Score -1.090456e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -10904798.000000 Penalty: 3719.673584
	Iteration 21Q: 3 clusters Score -1.09048e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -10905043.000000 Penalty: 3719.673584
	Iteration 22Q: 3 clusters Score -1.090504e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -10905335.000000 Penalty: 3719.673584
	Iteration 23Q: 3 clusters Score -1.090534e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -10905600.000000 Penalty: 3719.673584
	Iteration 24Q: 3 clusters Score -1.09056e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -10905896.000000 Penalty: 3719.673584
	Iteration 25Q: 3 clusters Score -1.09059e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -10906141.000000 Penalty: 3719.673584
	Iteration 26Q: 3 clusters Score -1.090614e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -10906411.000000 Penalty: 3719.673584
	Iteration 27Q: 3 clusters Score -1.090641e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -10906599.000000 Penalty: 3719.673584
	Iteration 28Q: 3 clusters Score -1.09066e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -10906780.000000 Penalty: 3719.673584
	Iteration 29Q: 3 clusters Score -1.090678e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -10906929.000000 Penalty: 3719.673584
	Iteration 30Q: 3 clusters Score -1.090693e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -10907103.000000 Penalty: 3719.673584
	Iteration 31Q: 3 clusters Score -1.09071e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -10907258.000000 Penalty: 3719.673584
	Iteration 32Q: 3 clusters Score -1.090726e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -10907475.000000 Penalty: 3719.673584
	Iteration 33Q: 3 clusters Score -1.090748e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -10907679.000000 Penalty: 3719.673584
	Iteration 34Q: 3 clusters Score -1.090768e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -10907871.000000 Penalty: 3719.673584
	Iteration 35Q: 3 clusters Score -1.090787e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -10908079.000000 Penalty: 3719.673584
	Iteration 36Q: 3 clusters Score -1.090808e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -10908272.000000 Penalty: 3719.673584
	Iteration 37Q: 3 clusters Score -1.090827e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -10908454.000000 Penalty: 3719.673584
	Iteration 38Q: 3 clusters Score -1.090845e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -10908716.000000 Penalty: 3719.673584
	Iteration 39Q: 3 clusters Score -1.090872e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66758 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -10908893.000000 Penalty: 3719.673584
	Iteration 40F: 3 clusters Score -1.090889e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -10909074.000000 Penalty: 3719.673584
	Iteration 41Q: 3 clusters Score -1.090907e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -10909246.000000 Penalty: 3719.673584
	Iteration 42Q: 3 clusters Score -1.090925e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -10909391.000000 Penalty: 3719.673584
	Iteration 43Q: 3 clusters Score -1.090939e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -10909581.000000 Penalty: 3719.673584
	Iteration 44Q: 3 clusters Score -1.090958e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -10909780.000000 Penalty: 3719.673584
	Iteration 45Q: 3 clusters Score -1.090978e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -10910000.000000 Penalty: 3719.673584
	Iteration 46Q: 3 clusters Score -1.091e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -10910229.000000 Penalty: 3719.673584
	Iteration 47Q: 3 clusters Score -1.091023e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -10910510.000000 Penalty: 3719.673584
	Iteration 48Q: 3 clusters Score -1.091051e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -10910755.000000 Penalty: 3719.673584
	Iteration 49Q: 3 clusters Score -1.091076e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -10910940.000000 Penalty: 3719.673584
	Iteration 50Q: 3 clusters Score -1.091094e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -10911127.000000 Penalty: 3719.673584
	Iteration 51Q: 3 clusters Score -1.091113e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78356 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -10911276.000000 Penalty: 3719.673584
	Iteration 52Q: 3 clusters Score -1.091128e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -10911388.000000 Penalty: 3719.673584
	Iteration 53Q: 3 clusters Score -1.091139e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -10911519.000000 Penalty: 3719.673584
	Iteration 54Q: 3 clusters Score -1.091152e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -10911639.000000 Penalty: 3719.673584
	Iteration 55Q: 3 clusters Score -1.091164e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -10911766.000000 Penalty: 3719.673584
	Iteration 56Q: 3 clusters Score -1.091177e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -10911861.000000 Penalty: 3719.673584
	Iteration 57Q: 3 clusters Score -1.091186e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -10911906.000000 Penalty: 3719.673584
	Iteration 58Q: 3 clusters Score -1.091191e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -10911910.000000 Penalty: 3719.673584
	Iteration 59Q: 3 clusters Score -1.091191e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83785 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -10912019.000000 Penalty: 3719.673584
	Iteration 60F: 3 clusters Score -1.091202e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -10912028.000000 Penalty: 3719.673584
	Iteration 61Q: 3 clusters Score -1.091203e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -10912061.000000 Penalty: 3719.673584
	Iteration 62Q: 3 clusters Score -1.091206e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -10912073.000000 Penalty: 3719.673584
	Iteration 63Q: 3 clusters Score -1.091207e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -10912097.000000 Penalty: 3719.673584
	Iteration 64Q: 3 clusters Score -1.09121e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -10912082.000000 Penalty: 3719.673584
	Iteration 65Q: 3 clusters Score -1.091208e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86122 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -10912092.000000 Penalty: 3719.673584
	Iteration 66Q: 3 clusters Score -1.091209e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -10912118.000000 Penalty: 3719.673584
	Iteration 67Q: 3 clusters Score -1.091212e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -10912136.000000 Penalty: 3719.673584
	Iteration 68Q: 3 clusters Score -1.091214e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -10912155.000000 Penalty: 3719.673584
	Iteration 69Q: 3 clusters Score -1.091216e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -10912210.000000 Penalty: 3719.673584
	Iteration 70Q: 3 clusters Score -1.091221e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -10912179.000000 Penalty: 3719.673584
	Iteration 71Q: 3 clusters Score -1.091218e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87891 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -10912232.000000 Penalty: 3719.673584
	Iteration 72Q: 3 clusters Score -1.091223e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -10912217.000000 Penalty: 3719.673584
	Iteration 73Q: 3 clusters Score -1.091222e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88337 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -10912198.000000 Penalty: 3719.673584
	Iteration 74Q: 3 clusters Score -1.09122e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -10912183.000000 Penalty: 3719.673584
	Iteration 75Q: 3 clusters Score -1.091218e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -10912201.000000 Penalty: 3719.673584
	Iteration 76Q: 3 clusters Score -1.09122e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88910 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -10912203.000000 Penalty: 3719.673584
	Iteration 77Q: 3 clusters Score -1.09122e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -10912208.000000 Penalty: 3719.673584
	Iteration 78Q: 3 clusters Score -1.091221e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -10912237.000000 Penalty: 3719.673584
	Iteration 79Q: 3 clusters Score -1.091224e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -10912223.000000 Penalty: 3719.673584
	Iteration 80F: 3 clusters Score -1.091222e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89479 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -10912212.000000 Penalty: 3719.673584
	Iteration 81Q: 3 clusters Score -1.091221e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -10912199.000000 Penalty: 3719.673584
	Iteration 82Q: 3 clusters Score -1.09122e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -10912210.000000 Penalty: 3719.673584
	Iteration 83Q: 3 clusters Score -1.091221e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -10912190.000000 Penalty: 3719.673584
	Iteration 84Q: 3 clusters Score -1.091219e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -10912196.000000 Penalty: 3719.673584
	Iteration 85Q: 3 clusters Score -1.09122e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89944 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -10912200.000000 Penalty: 3719.673584
	Iteration 86Q: 3 clusters Score -1.09122e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -10912175.000000 Penalty: 3719.673584
	Iteration 87Q: 3 clusters Score -1.091218e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -10912189.000000 Penalty: 3719.673584
	Iteration 88Q: 3 clusters Score -1.091219e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -10912175.000000 Penalty: 3719.673584
	Iteration 89Q: 3 clusters Score -1.091218e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -10912175.000000 Penalty: 3719.673584
	Iteration 90Q: 3 clusters Score -1.091218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -10912172.000000 Penalty: 3719.673584
	Iteration 91Q: 3 clusters Score -1.091217e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -10912165.000000 Penalty: 3719.673584
	Iteration 92Q: 3 clusters Score -1.091216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -10912170.000000 Penalty: 3719.673584
	Iteration 93Q: 3 clusters Score -1.091217e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -10912140.000000 Penalty: 3719.673584
	Iteration 94Q: 3 clusters Score -1.091214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -10912139.000000 Penalty: 3719.673584
	Iteration 95Q: 3 clusters Score -1.091214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90364 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -10912121.000000 Penalty: 3719.673584
	Iteration 96Q: 3 clusters Score -1.091212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -10912138.000000 Penalty: 3719.673584
	Iteration 97Q: 3 clusters Score -1.091214e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90436 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -10912153.000000 Penalty: 3719.673584
	Iteration 98Q: 3 clusters Score -1.091215e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90467 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -10912143.000000 Penalty: 3719.673584
	Iteration 99Q: 3 clusters Score -1.091214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -10912135.000000 Penalty: 3719.673584
	Iteration 100F: 3 clusters Score -1.091214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -10912122.000000 Penalty: 3719.673584
	Iteration 101Q: 3 clusters Score -1.091212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -10912129.000000 Penalty: 3719.673584
	Iteration 102Q: 3 clusters Score -1.091213e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -10912113.000000 Penalty: 3719.673584
	Iteration 103Q: 3 clusters Score -1.091211e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -10912121.000000 Penalty: 3719.673584
	Iteration 104Q: 3 clusters Score -1.091212e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -10912124.000000 Penalty: 3719.673584
	Iteration 105Q: 3 clusters Score -1.091212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -10912135.000000 Penalty: 3719.673584
	Iteration 106Q: 3 clusters Score -1.091214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -10912114.000000 Penalty: 3719.673584
	Iteration 107Q: 3 clusters Score -1.091211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -10912112.000000 Penalty: 3719.673584
	Iteration 108Q: 3 clusters Score -1.091211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -10912109.000000 Penalty: 3719.673584
	Iteration 109Q: 3 clusters Score -1.091211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -10912100.000000 Penalty: 3719.673584
	Iteration 110Q: 3 clusters Score -1.09121e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -10912097.000000 Penalty: 3719.673584
	Iteration 111Q: 3 clusters Score -1.09121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -10912092.000000 Penalty: 3719.673584
	Iteration 112Q: 3 clusters Score -1.091209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -10912096.000000 Penalty: 3719.673584
	Iteration 113Q: 3 clusters Score -1.09121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -10912110.000000 Penalty: 3719.673584
	Iteration 114Q: 3 clusters Score -1.091211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90861 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -10912103.000000 Penalty: 3719.673584
	Iteration 115Q: 3 clusters Score -1.09121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -10912090.000000 Penalty: 3719.673584
	Iteration 116Q: 3 clusters Score -1.091209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -10912081.000000 Penalty: 3719.673584
	Iteration 117Q: 3 clusters Score -1.091208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -10912083.000000 Penalty: 3719.673584
	Iteration 118Q: 3 clusters Score -1.091208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90914 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -10912084.000000 Penalty: 3719.673584
	Iteration 119Q: 3 clusters Score -1.091208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -10912087.000000 Penalty: 3719.673584
	Iteration 120F: 3 clusters Score -1.091209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90946 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -10912082.000000 Penalty: 3719.673584
	Iteration 121Q: 3 clusters Score -1.091208e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10912067.000000 Penalty: 3719.673584
	Iteration 122Q: 3 clusters Score -1.091207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -10912076.000000 Penalty: 3719.673584
	Iteration 123Q: 3 clusters Score -1.091208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -10912074.000000 Penalty: 3719.673584
	Iteration 124Q: 3 clusters Score -1.091207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91052 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10912071.000000 Penalty: 3719.673584
	Iteration 125Q: 3 clusters Score -1.091207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -10912077.000000 Penalty: 3719.673584
	Iteration 126Q: 3 clusters Score -1.091208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -10912080.000000 Penalty: 3719.673584
	Iteration 127Q: 3 clusters Score -1.091208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91085 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -10912078.000000 Penalty: 3719.673584
	Iteration 128Q: 3 clusters Score -1.091208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -10912082.000000 Penalty: 3719.673584
	Iteration 129Q: 3 clusters Score -1.091208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91104 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -10912069.000000 Penalty: 3719.673584
	Iteration 130Q: 3 clusters Score -1.091207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -10912068.000000 Penalty: 3719.673584
	Iteration 131Q: 3 clusters Score -1.091207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -10912067.000000 Penalty: 3719.673584
	Iteration 132Q: 3 clusters Score -1.091207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -10912069.000000 Penalty: 3719.673584
	Iteration 133Q: 3 clusters Score -1.091207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -10912071.000000 Penalty: 3719.673584
	Iteration 134Q: 3 clusters Score -1.091207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91113 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -10912073.000000 Penalty: 3719.673584
	Iteration 135Q: 3 clusters Score -1.091207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10912070.000000 Penalty: 3719.673584
	Iteration 136Q: 3 clusters Score -1.091207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10912070.000000 Penalty: 3719.673584
	Iteration 137F: 3 clusters Score -1.091207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -333817.031250 Penalty: 1295.020630
	Iteration 0F: 2 clusters Score -333817 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 1411 members 
Entering Unmasked Estep 
Score: -331174.281250 Penalty: 2590.041260
	Iteration 0F: 3 clusters Score -331174.3 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -331907.156250 Penalty: 2590.041260
	Iteration 1F: 3 clusters Score -331907.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -332111.218750 Penalty: 2590.041260
	Iteration 2F: 3 clusters Score -332111.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -332262.468750 Penalty: 2590.041260
	Iteration 3F: 3 clusters Score -332262.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -332368.062500 Penalty: 2590.041260
	Iteration 4F: 3 clusters Score -332368.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -332455.375000 Penalty: 2590.041260
	Iteration 5Q: 3 clusters Score -332455.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -332534.156250 Penalty: 2590.041260
	Iteration 6Q: 3 clusters Score -332534.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -332607.187500 Penalty: 2590.041260
	Iteration 7Q: 3 clusters Score -332607.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -332659.843750 Penalty: 2590.041260
	Iteration 8Q: 3 clusters Score -332659.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -332703.500000 Penalty: 2590.041260
	Iteration 9Q: 3 clusters Score -332703.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -332740.375000 Penalty: 2590.041260
	Iteration 10Q: 3 clusters Score -332740.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -332764.531250 Penalty: 2590.041260
	Iteration 11Q: 3 clusters Score -332764.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -332787.656250 Penalty: 2590.041260
	Iteration 12Q: 3 clusters Score -332787.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -332811.375000 Penalty: 2590.041260
	Iteration 13Q: 3 clusters Score -332811.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -332826.468750 Penalty: 2590.041260
	Iteration 14Q: 3 clusters Score -332826.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -332841.968750 Penalty: 2590.041260
	Iteration 15Q: 3 clusters Score -332842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -332849.656250 Penalty: 2590.041260
	Iteration 16Q: 3 clusters Score -332849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -332855.656250 Penalty: 2590.041260
	Iteration 17Q: 3 clusters Score -332855.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -332857.187500 Penalty: 2590.041260
	Iteration 18Q: 3 clusters Score -332857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -332860.187500 Penalty: 2590.041260
	Iteration 19Q: 3 clusters Score -332860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -332863.781250 Penalty: 2590.041260
	Iteration 20F: 3 clusters Score -332863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -332866.812500 Penalty: 2590.041260
	Iteration 21Q: 3 clusters Score -332866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -332868.437500 Penalty: 2590.041260
	Iteration 22Q: 3 clusters Score -332868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -332868.968750 Penalty: 2590.041260
	Iteration 23Q: 3 clusters Score -332869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -332869.531250 Penalty: 2590.041260
	Iteration 24Q: 3 clusters Score -332869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -332870.562500 Penalty: 2590.041260
	Iteration 25Q: 3 clusters Score -332870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -332871.625000 Penalty: 2590.041260
	Iteration 26Q: 3 clusters Score -332871.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -332871.625000 Penalty: 2590.041260
	Iteration 27F: 3 clusters Score -332871.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1010023.750000 Penalty: 1475.185547
	Iteration 0F: 2 clusters Score -1010024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1003637.375000 Penalty: 2950.371094
	Iteration 0F: 3 clusters Score -1003637 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1005581.125000 Penalty: 2950.371094
	Iteration 1F: 3 clusters Score -1005581 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1005776.250000 Penalty: 2950.371094
	Iteration 2F: 3 clusters Score -1005776 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1005940.687500 Penalty: 2950.371094
	Iteration 3Q: 3 clusters Score -1005941 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1006100.875000 Penalty: 2950.371094
	Iteration 4Q: 3 clusters Score -1006101 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1006245.000000 Penalty: 2950.371094
	Iteration 5Q: 3 clusters Score -1006245 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1006378.000000 Penalty: 2950.371094
	Iteration 6Q: 3 clusters Score -1006378 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1006504.375000 Penalty: 2950.371094
	Iteration 7Q: 3 clusters Score -1006504 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1006609.250000 Penalty: 2950.371094
	Iteration 8Q: 3 clusters Score -1006609 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1006721.000000 Penalty: 2950.371094
	Iteration 9Q: 3 clusters Score -1006721 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1006814.625000 Penalty: 2950.371094
	Iteration 10Q: 3 clusters Score -1006815 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1006888.375000 Penalty: 2950.371094
	Iteration 11Q: 3 clusters Score -1006888 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1006960.062500 Penalty: 2950.371094
	Iteration 12Q: 3 clusters Score -1006960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1007017.437500 Penalty: 2950.371094
	Iteration 13Q: 3 clusters Score -1007017 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1007062.437500 Penalty: 2950.371094
	Iteration 14Q: 3 clusters Score -1007062 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1007116.875000 Penalty: 2950.371094
	Iteration 15Q: 3 clusters Score -1007117 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1007161.687500 Penalty: 2950.371094
	Iteration 16Q: 3 clusters Score -1007162 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1007191.937500 Penalty: 2950.371094
	Iteration 17Q: 3 clusters Score -1007192 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1007221.250000 Penalty: 2950.371094
	Iteration 18Q: 3 clusters Score -1007221 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1007246.375000 Penalty: 2950.371094
	Iteration 19Q: 3 clusters Score -1007246 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1007268.562500 Penalty: 2950.371094
	Iteration 20F: 3 clusters Score -1007269 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1007290.000000 Penalty: 2950.371094
	Iteration 21Q: 3 clusters Score -1007290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1007313.625000 Penalty: 2950.371094
	Iteration 22Q: 3 clusters Score -1007314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1007329.437500 Penalty: 2950.371094
	Iteration 23Q: 3 clusters Score -1007329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1007352.250000 Penalty: 2950.371094
	Iteration 24Q: 3 clusters Score -1007352 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1007383.187500 Penalty: 2950.371094
	Iteration 25Q: 3 clusters Score -1007383 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1007409.000000 Penalty: 2950.371094
	Iteration 26Q: 3 clusters Score -1007409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1007445.437500 Penalty: 2950.371094
	Iteration 27Q: 3 clusters Score -1007445 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1007482.000000 Penalty: 2950.371094
	Iteration 28Q: 3 clusters Score -1007482 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1007531.937500 Penalty: 2950.371094
	Iteration 29Q: 3 clusters Score -1007532 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1007593.312500 Penalty: 2950.371094
	Iteration 30Q: 3 clusters Score -1007593 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1007665.312500 Penalty: 2950.371094
	Iteration 31Q: 3 clusters Score -1007665 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1007745.687500 Penalty: 2950.371094
	Iteration 32Q: 3 clusters Score -1007746 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1007821.312500 Penalty: 2950.371094
	Iteration 33Q: 3 clusters Score -1007821 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1007894.750000 Penalty: 2950.371094
	Iteration 34Q: 3 clusters Score -1007895 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1007959.187500 Penalty: 2950.371094
	Iteration 35Q: 3 clusters Score -1007959 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1008027.500000 Penalty: 2950.371094
	Iteration 36Q: 3 clusters Score -1008028 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1008080.437500 Penalty: 2950.371094
	Iteration 37Q: 3 clusters Score -1008080 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1008142.312500 Penalty: 2950.371094
	Iteration 38Q: 3 clusters Score -1008142 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1008191.937500 Penalty: 2950.371094
	Iteration 39Q: 3 clusters Score -1008192 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1008242.062500 Penalty: 2950.371094
	Iteration 40F: 3 clusters Score -1008242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1008323.437500 Penalty: 2950.371094
	Iteration 41Q: 3 clusters Score -1008323 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1008401.937500 Penalty: 2950.371094
	Iteration 42Q: 3 clusters Score -1008402 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1008474.625000 Penalty: 2950.371094
	Iteration 43Q: 3 clusters Score -1008475 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1008549.062500 Penalty: 2950.371094
	Iteration 44Q: 3 clusters Score -1008549 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1008625.062500 Penalty: 2950.371094
	Iteration 45Q: 3 clusters Score -1008625 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1008690.125000 Penalty: 2950.371094
	Iteration 46Q: 3 clusters Score -1008690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1008746.000000 Penalty: 2950.371094
	Iteration 47Q: 3 clusters Score -1008746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1008804.000000 Penalty: 2950.371094
	Iteration 48Q: 3 clusters Score -1008804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1008847.000000 Penalty: 2950.371094
	Iteration 49Q: 3 clusters Score -1008847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1008883.250000 Penalty: 2950.371094
	Iteration 50Q: 3 clusters Score -1008883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1008907.500000 Penalty: 2950.371094
	Iteration 51Q: 3 clusters Score -1008908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1008919.312500 Penalty: 2950.371094
	Iteration 52Q: 3 clusters Score -1008919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1008938.312500 Penalty: 2950.371094
	Iteration 53Q: 3 clusters Score -1008938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1008945.750000 Penalty: 2950.371094
	Iteration 54Q: 3 clusters Score -1008946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1008949.750000 Penalty: 2950.371094
	Iteration 55Q: 3 clusters Score -1008950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1008952.187500 Penalty: 2950.371094
	Iteration 56Q: 3 clusters Score -1008952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1008955.625000 Penalty: 2950.371094
	Iteration 57Q: 3 clusters Score -1008956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1008955.750000 Penalty: 2950.371094
	Iteration 58Q: 3 clusters Score -1008956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1008959.500000 Penalty: 2950.371094
	Iteration 59Q: 3 clusters Score -1008960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1008959.812500 Penalty: 2950.371094
	Iteration 60F: 3 clusters Score -1008960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1008961.125000 Penalty: 2950.371094
	Iteration 61Q: 3 clusters Score -1008961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1008960.562500 Penalty: 2950.371094
	Iteration 62Q: 3 clusters Score -1008961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1008960.562500 Penalty: 2950.371094
	Iteration 63F: 3 clusters Score -1008961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -118883.250000 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -118883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117390.632812 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -117390.6 nChanged 327
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: -117697.085938 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -117697.1 nChanged 77
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: -117759.812500 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -117759.8 nChanged 34
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: -117791.539062 Penalty: 2258.079590
	Iteration 3Q: 3 clusters Score -117791.5 nChanged 21
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: -117810.312500 Penalty: 2258.079590
	Iteration 4Q: 3 clusters Score -117810.3 nChanged 12
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: -117819.671875 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -117819.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117825.460938 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -117825.5 nChanged 3
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: -117828.726562 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -117828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117831.382812 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -117831.4 nChanged 1
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: -117831.632812 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -117831.6 nChanged 0
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: -117831.632812 Penalty: 2258.079590
	Iteration 10F: 3 clusters Score -117831.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (104485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104485 members 
Entering Unmasked Estep 
Score: -12222242.000000 Penalty: 1877.979858
	Iteration 0F: 2 clusters Score -1.222224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -12155183.000000 Penalty: 3755.959717
	Iteration 0F: 3 clusters Score -1.215518e+07 nChanged 50007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -12184706.000000 Penalty: 3755.959717
	Iteration 1F: 3 clusters Score -1.218471e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -12186417.000000 Penalty: 3755.959717
	Iteration 2Q: 3 clusters Score -1.218642e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -12189174.000000 Penalty: 3755.959717
	Iteration 3F: 3 clusters Score -1.218917e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -12193919.000000 Penalty: 3755.959717
	Iteration 4F: 3 clusters Score -1.219392e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79372 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -12200820.000000 Penalty: 3755.959717
	Iteration 5F: 3 clusters Score -1.220082e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -12207784.000000 Penalty: 3755.959717
	Iteration 6F: 3 clusters Score -1.220778e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -12212899.000000 Penalty: 3755.959717
	Iteration 7F: 3 clusters Score -1.22129e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94973 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -12215695.000000 Penalty: 3755.959717
	Iteration 8Q: 3 clusters Score -1.22157e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96512 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -12217216.000000 Penalty: 3755.959717
	Iteration 9Q: 3 clusters Score -1.221722e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -12217961.000000 Penalty: 3755.959717
	Iteration 10Q: 3 clusters Score -1.221796e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -12218365.000000 Penalty: 3755.959717
	Iteration 11Q: 3 clusters Score -1.221836e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98782 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -12218632.000000 Penalty: 3755.959717
	Iteration 12Q: 3 clusters Score -1.221863e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -12218860.000000 Penalty: 3755.959717
	Iteration 13Q: 3 clusters Score -1.221886e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99756 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -12219004.000000 Penalty: 3755.959717
	Iteration 14Q: 3 clusters Score -1.2219e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100146 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -12219110.000000 Penalty: 3755.959717
	Iteration 15Q: 3 clusters Score -1.221911e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -12219333.000000 Penalty: 3755.959717
	Iteration 16Q: 3 clusters Score -1.221933e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -12219512.000000 Penalty: 3755.959717
	Iteration 17Q: 3 clusters Score -1.221951e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -12219661.000000 Penalty: 3755.959717
	Iteration 18Q: 3 clusters Score -1.221966e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101341 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -12219778.000000 Penalty: 3755.959717
	Iteration 19Q: 3 clusters Score -1.221978e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -12219873.000000 Penalty: 3755.959717
	Iteration 20F: 3 clusters Score -1.221987e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101785 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -12219993.000000 Penalty: 3755.959717
	Iteration 21Q: 3 clusters Score -1.221999e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -12220041.000000 Penalty: 3755.959717
	Iteration 22Q: 3 clusters Score -1.222004e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102157 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12220129.000000 Penalty: 3755.959717
	Iteration 23Q: 3 clusters Score -1.222013e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -12220214.000000 Penalty: 3755.959717
	Iteration 24Q: 3 clusters Score -1.222021e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -12220323.000000 Penalty: 3755.959717
	Iteration 25Q: 3 clusters Score -1.222032e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -12220367.000000 Penalty: 3755.959717
	Iteration 26Q: 3 clusters Score -1.222037e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12220391.000000 Penalty: 3755.959717
	Iteration 27Q: 3 clusters Score -1.222039e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102842 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12220403.000000 Penalty: 3755.959717
	Iteration 28Q: 3 clusters Score -1.22204e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102937 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -12220449.000000 Penalty: 3755.959717
	Iteration 29Q: 3 clusters Score -1.222045e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -12220480.000000 Penalty: 3755.959717
	Iteration 30Q: 3 clusters Score -1.222048e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103064 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -12220502.000000 Penalty: 3755.959717
	Iteration 31Q: 3 clusters Score -1.22205e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12220519.000000 Penalty: 3755.959717
	Iteration 32Q: 3 clusters Score -1.222052e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12220543.000000 Penalty: 3755.959717
	Iteration 33Q: 3 clusters Score -1.222054e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103192 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12220556.000000 Penalty: 3755.959717
	Iteration 34Q: 3 clusters Score -1.222056e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -12220573.000000 Penalty: 3755.959717
	Iteration 35Q: 3 clusters Score -1.222057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -12220598.000000 Penalty: 3755.959717
	Iteration 36Q: 3 clusters Score -1.22206e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -12220600.000000 Penalty: 3755.959717
	Iteration 37Q: 3 clusters Score -1.22206e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12220573.000000 Penalty: 3755.959717
	Iteration 38Q: 3 clusters Score -1.222057e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103351 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12220591.000000 Penalty: 3755.959717
	Iteration 39Q: 3 clusters Score -1.222059e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103371 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12220583.000000 Penalty: 3755.959717
	Iteration 40F: 3 clusters Score -1.222058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12220574.000000 Penalty: 3755.959717
	Iteration 41Q: 3 clusters Score -1.222057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103405 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -12220583.000000 Penalty: 3755.959717
	Iteration 42Q: 3 clusters Score -1.222058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103414 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12220580.000000 Penalty: 3755.959717
	Iteration 43Q: 3 clusters Score -1.222058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -12220575.000000 Penalty: 3755.959717
	Iteration 44Q: 3 clusters Score -1.222058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12220561.000000 Penalty: 3755.959717
	Iteration 45Q: 3 clusters Score -1.222056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -12220568.000000 Penalty: 3755.959717
	Iteration 46Q: 3 clusters Score -1.222057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12220574.000000 Penalty: 3755.959717
	Iteration 47Q: 3 clusters Score -1.222057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12220586.000000 Penalty: 3755.959717
	Iteration 48Q: 3 clusters Score -1.222059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12220581.000000 Penalty: 3755.959717
	Iteration 49Q: 3 clusters Score -1.222058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -12220593.000000 Penalty: 3755.959717
	Iteration 50Q: 3 clusters Score -1.222059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12220592.000000 Penalty: 3755.959717
	Iteration 51Q: 3 clusters Score -1.222059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12220594.000000 Penalty: 3755.959717
	Iteration 52Q: 3 clusters Score -1.222059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103501 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12220591.000000 Penalty: 3755.959717
	Iteration 53Q: 3 clusters Score -1.222059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12220591.000000 Penalty: 3755.959717
	Iteration 54Q: 3 clusters Score -1.222059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12220592.000000 Penalty: 3755.959717
	Iteration 55Q: 3 clusters Score -1.222059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103508 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12220592.000000 Penalty: 3755.959717
	Iteration 56Q: 3 clusters Score -1.222059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12220591.000000 Penalty: 3755.959717
	Iteration 57Q: 3 clusters Score -1.222059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12220594.000000 Penalty: 3755.959717
	Iteration 58Q: 3 clusters Score -1.222059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12220594.000000 Penalty: 3755.959717
	Iteration 59F: 3 clusters Score -1.222059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -40939.679688 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -40939.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39975.656250 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -39975.66 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40137.011719 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -40137.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40221.804688 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -40221.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40260.097656 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -40260.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40289.109375 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -40289.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40301.511719 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -40301.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40320.503906 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -40320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40338.457031 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -40338.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40344.980469 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -40344.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40346.636719 Penalty: 1953.661865
	Iteration 9Q: 3 clusters Score -40346.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40346.636719 Penalty: 1953.661865
	Iteration 10F: 3 clusters Score -40346.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Entering Unmasked Estep 
Score: -1536322.250000 Penalty: 1541.042847
	Iteration 0F: 2 clusters Score -1536322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1527199.750000 Penalty: 3082.085693
	Iteration 0F: 3 clusters Score -1527200 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1530310.750000 Penalty: 3082.085693
	Iteration 1F: 3 clusters Score -1530311 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1530650.875000 Penalty: 3082.085693
	Iteration 2F: 3 clusters Score -1530651 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1531074.875000 Penalty: 3082.085693
	Iteration 3F: 3 clusters Score -1531075 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1531570.375000 Penalty: 3082.085693
	Iteration 4F: 3 clusters Score -1531570 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1532163.000000 Penalty: 3082.085693
	Iteration 5F: 3 clusters Score -1532163 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1532924.875000 Penalty: 3082.085693
	Iteration 6F: 3 clusters Score -1532925 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1533701.375000 Penalty: 3082.085693
	Iteration 7F: 3 clusters Score -1533701 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1534321.000000 Penalty: 3082.085693
	Iteration 8Q: 3 clusters Score -1534321 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1534650.750000 Penalty: 3082.085693
	Iteration 9Q: 3 clusters Score -1534651 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1534797.875000 Penalty: 3082.085693
	Iteration 10Q: 3 clusters Score -1534798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1534866.875000 Penalty: 3082.085693
	Iteration 11Q: 3 clusters Score -1534867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1534893.250000 Penalty: 3082.085693
	Iteration 12Q: 3 clusters Score -1534893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1534921.250000 Penalty: 3082.085693
	Iteration 13Q: 3 clusters Score -1534921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1534924.250000 Penalty: 3082.085693
	Iteration 14Q: 3 clusters Score -1534924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1534928.500000 Penalty: 3082.085693
	Iteration 15Q: 3 clusters Score -1534928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1534930.500000 Penalty: 3082.085693
	Iteration 16Q: 3 clusters Score -1534930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1534932.875000 Penalty: 3082.085693
	Iteration 17Q: 3 clusters Score -1534933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1534932.875000 Penalty: 3082.085693
	Iteration 18F: 3 clusters Score -1534933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53338 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62119 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71594 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5762 members 
Mstep: Class 11 contains 15716 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33308 members 
Mstep: Class 15 contains 3990 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4362 members 
Mstep: Class 20 contains 99098 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93447 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104485 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212552.000000 Penalty: 63808.488281
Iteration 239Q: 30 clusters Score -8.621255e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53346 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62123 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71589 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5754 members 
Mstep: Class 11 contains 15716 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33311 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4375 members 
Mstep: Class 20 contains 99088 members 
Mstep: Class 21 contains 128921 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93444 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104490 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212528.000000 Penalty: 63808.488281
Iteration 240F: 30 clusters Score -8.621253e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53353 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62124 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71583 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5742 members 
Mstep: Class 11 contains 15716 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33314 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 99080 members 
Mstep: Class 21 contains 128907 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93444 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104498 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212488.000000 Penalty: 63808.488281
Iteration 241Q: 30 clusters Score -8.621249e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53359 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62127 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71578 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5729 members 
Mstep: Class 11 contains 15715 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33315 members 
Mstep: Class 15 contains 3994 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 99069 members 
Mstep: Class 21 contains 128900 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93445 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104509 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212576.000000 Penalty: 63808.488281
Iteration 242Q: 30 clusters Score -8.621258e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53367 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62126 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71573 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5715 members 
Mstep: Class 11 contains 15714 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33316 members 
Mstep: Class 15 contains 3994 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4415 members 
Mstep: Class 20 contains 99064 members 
Mstep: Class 21 contains 128900 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93451 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104508 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212576.000000 Penalty: 63808.488281
Iteration 243Q: 30 clusters Score -8.621258e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53367 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62129 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71578 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5707 members 
Mstep: Class 11 contains 15715 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33318 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 99053 members 
Mstep: Class 21 contains 128901 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93457 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104509 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212688.000000 Penalty: 63808.488281
Iteration 244Q: 30 clusters Score -8.621269e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53371 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62131 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71575 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5703 members 
Mstep: Class 11 contains 15714 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33321 members 
Mstep: Class 15 contains 3994 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4421 members 
Mstep: Class 20 contains 99056 members 
Mstep: Class 21 contains 128895 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93450 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104513 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212696.000000 Penalty: 63808.488281
Iteration 245Q: 30 clusters Score -8.62127e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53372 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62134 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71576 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5698 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33323 members 
Mstep: Class 15 contains 3994 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4426 members 
Mstep: Class 20 contains 99055 members 
Mstep: Class 21 contains 128888 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93451 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104516 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212752.000000 Penalty: 63808.488281
Iteration 246Q: 30 clusters Score -8.621275e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53380 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62136 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71573 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5695 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33323 members 
Mstep: Class 15 contains 3994 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4431 members 
Mstep: Class 20 contains 99049 members 
Mstep: Class 21 contains 128887 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93444 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104519 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212696.000000 Penalty: 63808.488281
Iteration 247Q: 30 clusters Score -8.62127e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53383 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62137 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71569 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5692 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33324 members 
Mstep: Class 15 contains 3995 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 99047 members 
Mstep: Class 21 contains 128881 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93444 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104522 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212712.000000 Penalty: 63808.488281
Iteration 248Q: 30 clusters Score -8.621271e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 6491 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53390 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62138 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71567 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5694 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33325 members 
Mstep: Class 15 contains 3996 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 99044 members 
Mstep: Class 21 contains 128878 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93433 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104523 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212624.000000 Penalty: 63808.488281
Iteration 249Q: 30 clusters Score -8.621262e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53390 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62139 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71563 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5689 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33326 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 20 contains 99043 members 
Mstep: Class 21 contains 128876 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93438 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104525 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212616.000000 Penalty: 63808.488281
Iteration 250Q: 30 clusters Score -8.621262e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 6493 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53391 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62140 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71559 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5687 members 
Mstep: Class 11 contains 15712 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33327 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 20 contains 99044 members 
Mstep: Class 21 contains 128875 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93438 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104526 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212680.000000 Penalty: 63808.488281
Iteration 251Q: 30 clusters Score -8.621268e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53394 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62140 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71553 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5680 members 
Mstep: Class 11 contains 15712 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33328 members 
Mstep: Class 15 contains 4001 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 99045 members 
Mstep: Class 21 contains 128870 members 
Mstep: Class 22 contains 3021 members 
Mstep: Class 23 contains 93437 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104527 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212648.000000 Penalty: 63808.488281
Iteration 252Q: 30 clusters Score -8.621265e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 6495 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53400 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62140 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71547 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5676 members 
Mstep: Class 11 contains 15710 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33327 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 20 contains 99045 members 
Mstep: Class 21 contains 128870 members 
Mstep: Class 22 contains 3021 members 
Mstep: Class 23 contains 93439 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104527 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212552.000000 Penalty: 63808.488281
Iteration 253Q: 30 clusters Score -8.621255e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53404 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62140 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71540 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5674 members 
Mstep: Class 11 contains 15709 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33327 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4440 members 
Mstep: Class 20 contains 99050 members 
Mstep: Class 21 contains 128877 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93438 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104525 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212584.000000 Penalty: 63808.488281
Iteration 254Q: 30 clusters Score -8.621258e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53402 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62143 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71535 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5671 members 
Mstep: Class 11 contains 15708 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33327 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 99049 members 
Mstep: Class 21 contains 128878 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93441 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104526 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212584.000000 Penalty: 63808.488281
Iteration 255Q: 30 clusters Score -8.621258e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53401 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62144 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71529 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5668 members 
Mstep: Class 11 contains 15707 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33327 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4450 members 
Mstep: Class 20 contains 99053 members 
Mstep: Class 21 contains 128870 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93442 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104532 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212552.000000 Penalty: 63808.488281
Iteration 256Q: 30 clusters Score -8.621255e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53404 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62145 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71525 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 5665 members 
Mstep: Class 11 contains 15707 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33327 members 
Mstep: Class 15 contains 4001 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4458 members 
Mstep: Class 20 contains 99055 members 
Mstep: Class 21 contains 128861 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93442 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104534 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212560.000000 Penalty: 63808.488281
Iteration 257Q: 30 clusters Score -8.621256e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53402 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62145 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71525 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 15706 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33329 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4463 members 
Mstep: Class 20 contains 99051 members 
Mstep: Class 21 contains 128854 members 
Mstep: Class 22 contains 3022 members 
Mstep: Class 23 contains 93447 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104538 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212568.000000 Penalty: 63808.488281
Iteration 258Q: 30 clusters Score -8.621257e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53399 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62149 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71524 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5659 members 
Mstep: Class 11 contains 15705 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33329 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4471 members 
Mstep: Class 20 contains 99046 members 
Mstep: Class 21 contains 128846 members 
Mstep: Class 22 contains 3021 members 
Mstep: Class 23 contains 93451 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104540 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212584.000000 Penalty: 63808.488281
Iteration 259Q: 30 clusters Score -8.621258e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53396 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62149 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71526 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 15705 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33330 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4479 members 
Mstep: Class 20 contains 99043 members 
Mstep: Class 21 contains 128837 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 93456 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104544 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212544.000000 Penalty: 63808.488281
Iteration 260F: 30 clusters Score -8.621254e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53392 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62148 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71524 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 15705 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33329 members 
Mstep: Class 15 contains 4004 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4486 members 
Mstep: Class 20 contains 99040 members 
Mstep: Class 21 contains 128834 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 93455 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104552 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212544.000000 Penalty: 63808.488281
Iteration 261Q: 30 clusters Score -8.621254e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53390 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62147 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71520 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 15704 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33329 members 
Mstep: Class 15 contains 4004 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4493 members 
Mstep: Class 20 contains 99039 members 
Mstep: Class 21 contains 128839 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93449 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104558 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212560.000000 Penalty: 63808.488281
Iteration 262Q: 30 clusters Score -8.621256e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53391 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62147 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71516 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5649 members 
Mstep: Class 11 contains 15703 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33330 members 
Mstep: Class 15 contains 4004 members 
Mstep: Class 16 contains 3846 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4505 members 
Mstep: Class 20 contains 99036 members 
Mstep: Class 21 contains 128832 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93451 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104560 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212512.000000 Penalty: 63808.488281
Iteration 263Q: 30 clusters Score -8.621251e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53389 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62148 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71517 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5640 members 
Mstep: Class 11 contains 15703 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33331 members 
Mstep: Class 15 contains 4005 members 
Mstep: Class 16 contains 3845 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4523 members 
Mstep: Class 20 contains 99033 members 
Mstep: Class 21 contains 128817 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93455 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104565 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212560.000000 Penalty: 63808.488281
Iteration 264Q: 30 clusters Score -8.621256e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53387 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62150 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71515 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5634 members 
Mstep: Class 11 contains 15701 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33332 members 
Mstep: Class 15 contains 4004 members 
Mstep: Class 16 contains 3844 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 99030 members 
Mstep: Class 21 contains 128813 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93454 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104569 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212544.000000 Penalty: 63808.488281
Iteration 265Q: 30 clusters Score -8.621254e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 6496 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53374 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62152 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71514 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5627 members 
Mstep: Class 11 contains 15702 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33334 members 
Mstep: Class 15 contains 4006 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4544 members 
Mstep: Class 20 contains 99030 members 
Mstep: Class 21 contains 128800 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93463 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104578 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212600.000000 Penalty: 63808.488281
Iteration 266Q: 30 clusters Score -8.62126e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53365 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62151 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71513 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5620 members 
Mstep: Class 11 contains 15701 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33335 members 
Mstep: Class 15 contains 4008 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4552 members 
Mstep: Class 20 contains 99021 members 
Mstep: Class 21 contains 128787 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93476 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104589 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212632.000000 Penalty: 63808.488281
Iteration 267Q: 30 clusters Score -8.621263e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53358 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62152 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71512 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 15701 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33339 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4553 members 
Mstep: Class 20 contains 99017 members 
Mstep: Class 21 contains 128777 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93483 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104604 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212600.000000 Penalty: 63808.488281
Iteration 268Q: 30 clusters Score -8.62126e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53360 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62153 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71506 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 15703 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33338 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 99011 members 
Mstep: Class 21 contains 128761 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93481 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104624 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212608.000000 Penalty: 63808.488281
Iteration 269Q: 30 clusters Score -8.621261e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53369 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62150 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71500 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5581 members 
Mstep: Class 11 contains 15704 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33337 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 20 contains 99008 members 
Mstep: Class 21 contains 128753 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93480 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104638 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212584.000000 Penalty: 63808.488281
Iteration 270Q: 30 clusters Score -8.621258e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 6499 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53372 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62150 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71491 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5568 members 
Mstep: Class 11 contains 15704 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33338 members 
Mstep: Class 15 contains 4014 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 99011 members 
Mstep: Class 21 contains 128743 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93484 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104646 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212680.000000 Penalty: 63808.488281
Iteration 271Q: 30 clusters Score -8.621268e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53379 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62149 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71485 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5551 members 
Mstep: Class 11 contains 15703 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33338 members 
Mstep: Class 15 contains 4017 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 99006 members 
Mstep: Class 21 contains 128740 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93493 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104662 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212584.000000 Penalty: 63808.488281
Iteration 272Q: 30 clusters Score -8.621258e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53388 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62150 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71478 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5547 members 
Mstep: Class 11 contains 15702 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33337 members 
Mstep: Class 15 contains 4020 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4579 members 
Mstep: Class 20 contains 99004 members 
Mstep: Class 21 contains 128723 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93489 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104674 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212576.000000 Penalty: 63808.488281
Iteration 273Q: 30 clusters Score -8.621258e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53401 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62153 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71470 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5539 members 
Mstep: Class 11 contains 15703 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33338 members 
Mstep: Class 15 contains 4020 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4577 members 
Mstep: Class 20 contains 99006 members 
Mstep: Class 21 contains 128708 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93489 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104686 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212576.000000 Penalty: 63808.488281
Iteration 274Q: 30 clusters Score -8.621258e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53415 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62152 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71467 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 15703 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33338 members 
Mstep: Class 15 contains 4021 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4581 members 
Mstep: Class 20 contains 98997 members 
Mstep: Class 21 contains 128696 members 
Mstep: Class 22 contains 3014 members 
Mstep: Class 23 contains 93500 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104689 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212608.000000 Penalty: 63808.488281
Iteration 275Q: 30 clusters Score -8.621261e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53428 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62153 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71458 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 15700 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33341 members 
Mstep: Class 15 contains 4023 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 98993 members 
Mstep: Class 21 contains 128686 members 
Mstep: Class 22 contains 3013 members 
Mstep: Class 23 contains 93514 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104699 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212680.000000 Penalty: 63808.488281
Iteration 276Q: 30 clusters Score -8.621268e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53440 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62158 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71451 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 15701 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33342 members 
Mstep: Class 15 contains 4023 members 
Mstep: Class 16 contains 3842 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 98985 members 
Mstep: Class 21 contains 128675 members 
Mstep: Class 22 contains 3012 members 
Mstep: Class 23 contains 93527 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104712 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212600.000000 Penalty: 63808.488281
Iteration 277Q: 30 clusters Score -8.62126e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62161 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71438 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 15700 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33347 members 
Mstep: Class 15 contains 4023 members 
Mstep: Class 16 contains 3840 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4552 members 
Mstep: Class 20 contains 98982 members 
Mstep: Class 21 contains 128673 members 
Mstep: Class 22 contains 3012 members 
Mstep: Class 23 contains 93520 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104725 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212688.000000 Penalty: 63808.488281
Iteration 278Q: 30 clusters Score -8.621269e+07 nChanged 141
Entering ConstructFrom: 
Score: -86212688.000000 Penalty: 63808.488281
Entering ConstructFrom: 
Trying to split cluster 1 (29134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Entering Unmasked Estep 
Score: -3259953.000000 Penalty: 1670.444946
	Iteration 0F: 2 clusters Score -3259953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3240362.750000 Penalty: 3340.889893
	Iteration 0F: 3 clusters Score -3240363 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3247670.500000 Penalty: 3340.889893
	Iteration 1F: 3 clusters Score -3247670 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3248119.250000 Penalty: 3340.889893
	Iteration 2Q: 3 clusters Score -3248119 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3248738.750000 Penalty: 3340.889893
	Iteration 3Q: 3 clusters Score -3248739 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3249582.250000 Penalty: 3340.889893
	Iteration 4Q: 3 clusters Score -3249582 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3250651.000000 Penalty: 3340.889893
	Iteration 5F: 3 clusters Score -3250651 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3251912.750000 Penalty: 3340.889893
	Iteration 6F: 3 clusters Score -3251913 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3253114.750000 Penalty: 3340.889893
	Iteration 7F: 3 clusters Score -3253115 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3254147.500000 Penalty: 3340.889893
	Iteration 8F: 3 clusters Score -3254148 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3254868.750000 Penalty: 3340.889893
	Iteration 9Q: 3 clusters Score -3254869 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3255205.250000 Penalty: 3340.889893
	Iteration 10Q: 3 clusters Score -3255205 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3255403.750000 Penalty: 3340.889893
	Iteration 11Q: 3 clusters Score -3255404 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3255525.750000 Penalty: 3340.889893
	Iteration 12Q: 3 clusters Score -3255526 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3255626.000000 Penalty: 3340.889893
	Iteration 13Q: 3 clusters Score -3255626 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3255684.500000 Penalty: 3340.889893
	Iteration 14Q: 3 clusters Score -3255684 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3255761.500000 Penalty: 3340.889893
	Iteration 15Q: 3 clusters Score -3255762 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3255795.250000 Penalty: 3340.889893
	Iteration 16Q: 3 clusters Score -3255795 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3255839.500000 Penalty: 3340.889893
	Iteration 17Q: 3 clusters Score -3255840 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3255875.750000 Penalty: 3340.889893
	Iteration 18Q: 3 clusters Score -3255876 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3255924.000000 Penalty: 3340.889893
	Iteration 19Q: 3 clusters Score -3255924 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3255943.250000 Penalty: 3340.889893
	Iteration 20F: 3 clusters Score -3255943 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3255971.000000 Penalty: 3340.889893
	Iteration 21Q: 3 clusters Score -3255971 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3255992.250000 Penalty: 3340.889893
	Iteration 22Q: 3 clusters Score -3255992 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3256002.750000 Penalty: 3340.889893
	Iteration 23Q: 3 clusters Score -3256003 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3256025.500000 Penalty: 3340.889893
	Iteration 24Q: 3 clusters Score -3256026 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3256055.750000 Penalty: 3340.889893
	Iteration 25Q: 3 clusters Score -3256056 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3256078.500000 Penalty: 3340.889893
	Iteration 26Q: 3 clusters Score -3256078 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3256104.250000 Penalty: 3340.889893
	Iteration 27Q: 3 clusters Score -3256104 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3256132.750000 Penalty: 3340.889893
	Iteration 28Q: 3 clusters Score -3256133 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3256141.250000 Penalty: 3340.889893
	Iteration 29Q: 3 clusters Score -3256141 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3256182.000000 Penalty: 3340.889893
	Iteration 30Q: 3 clusters Score -3256182 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3256219.000000 Penalty: 3340.889893
	Iteration 31Q: 3 clusters Score -3256219 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3256260.250000 Penalty: 3340.889893
	Iteration 32Q: 3 clusters Score -3256260 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3256308.750000 Penalty: 3340.889893
	Iteration 33Q: 3 clusters Score -3256309 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3256373.000000 Penalty: 3340.889893
	Iteration 34Q: 3 clusters Score -3256373 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3256468.250000 Penalty: 3340.889893
	Iteration 35Q: 3 clusters Score -3256468 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3256617.250000 Penalty: 3340.889893
	Iteration 36Q: 3 clusters Score -3256617 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -3256898.500000 Penalty: 3340.889893
	Iteration 37Q: 3 clusters Score -3256898 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3257348.500000 Penalty: 3340.889893
	Iteration 38Q: 3 clusters Score -3257348 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3257693.000000 Penalty: 3340.889893
	Iteration 39Q: 3 clusters Score -3257693 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3257932.750000 Penalty: 3340.889893
	Iteration 40F: 3 clusters Score -3257933 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3258082.250000 Penalty: 3340.889893
	Iteration 41Q: 3 clusters Score -3258082 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3258194.750000 Penalty: 3340.889893
	Iteration 42Q: 3 clusters Score -3258195 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3258298.000000 Penalty: 3340.889893
	Iteration 43Q: 3 clusters Score -3258298 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3258380.000000 Penalty: 3340.889893
	Iteration 44Q: 3 clusters Score -3258380 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3258458.250000 Penalty: 3340.889893
	Iteration 45Q: 3 clusters Score -3258458 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3258496.000000 Penalty: 3340.889893
	Iteration 46Q: 3 clusters Score -3258496 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3258544.500000 Penalty: 3340.889893
	Iteration 47Q: 3 clusters Score -3258544 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3258573.000000 Penalty: 3340.889893
	Iteration 48Q: 3 clusters Score -3258573 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3258607.750000 Penalty: 3340.889893
	Iteration 49Q: 3 clusters Score -3258608 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3258623.500000 Penalty: 3340.889893
	Iteration 50Q: 3 clusters Score -3258624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3258647.750000 Penalty: 3340.889893
	Iteration 51Q: 3 clusters Score -3258648 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3258667.250000 Penalty: 3340.889893
	Iteration 52Q: 3 clusters Score -3258667 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3258688.750000 Penalty: 3340.889893
	Iteration 53Q: 3 clusters Score -3258689 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3258695.250000 Penalty: 3340.889893
	Iteration 54Q: 3 clusters Score -3258695 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3258709.750000 Penalty: 3340.889893
	Iteration 55Q: 3 clusters Score -3258710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -3258728.500000 Penalty: 3340.889893
	Iteration 56Q: 3 clusters Score -3258728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3258749.750000 Penalty: 3340.889893
	Iteration 57Q: 3 clusters Score -3258750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3258760.750000 Penalty: 3340.889893
	Iteration 58Q: 3 clusters Score -3258761 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3258755.750000 Penalty: 3340.889893
	Iteration 59Q: 3 clusters Score -3258756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3258766.750000 Penalty: 3340.889893
	Iteration 60F: 3 clusters Score -3258767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3258771.750000 Penalty: 3340.889893
	Iteration 61Q: 3 clusters Score -3258772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3258789.500000 Penalty: 3340.889893
	Iteration 62Q: 3 clusters Score -3258790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3258790.500000 Penalty: 3340.889893
	Iteration 63Q: 3 clusters Score -3258790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3258787.250000 Penalty: 3340.889893
	Iteration 64Q: 3 clusters Score -3258787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3258791.500000 Penalty: 3340.889893
	Iteration 65Q: 3 clusters Score -3258792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3258801.250000 Penalty: 3340.889893
	Iteration 66Q: 3 clusters Score -3258801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3258799.500000 Penalty: 3340.889893
	Iteration 67Q: 3 clusters Score -3258800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3258805.750000 Penalty: 3340.889893
	Iteration 68Q: 3 clusters Score -3258806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3258801.750000 Penalty: 3340.889893
	Iteration 69Q: 3 clusters Score -3258802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3258804.250000 Penalty: 3340.889893
	Iteration 70Q: 3 clusters Score -3258804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3258804.250000 Penalty: 3340.889893
	Iteration 71Q: 3 clusters Score -3258804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3258808.000000 Penalty: 3340.889893
	Iteration 72Q: 3 clusters Score -3258808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3258816.000000 Penalty: 3340.889893
	Iteration 73Q: 3 clusters Score -3258816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3258811.500000 Penalty: 3340.889893
	Iteration 74Q: 3 clusters Score -3258812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3258810.750000 Penalty: 3340.889893
	Iteration 75Q: 3 clusters Score -3258811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3258811.750000 Penalty: 3340.889893
	Iteration 76Q: 3 clusters Score -3258812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3258814.250000 Penalty: 3340.889893
	Iteration 77Q: 3 clusters Score -3258814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3258815.250000 Penalty: 3340.889893
	Iteration 78Q: 3 clusters Score -3258815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3258811.500000 Penalty: 3340.889893
	Iteration 79Q: 3 clusters Score -3258812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3258816.750000 Penalty: 3340.889893
	Iteration 80F: 3 clusters Score -3258817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3258819.250000 Penalty: 3340.889893
	Iteration 81Q: 3 clusters Score -3258819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3258819.250000 Penalty: 3340.889893
	Iteration 82Q: 3 clusters Score -3258819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3258830.750000 Penalty: 3340.889893
	Iteration 83Q: 3 clusters Score -3258831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3258828.750000 Penalty: 3340.889893
	Iteration 84Q: 3 clusters Score -3258829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3258831.250000 Penalty: 3340.889893
	Iteration 85Q: 3 clusters Score -3258831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3258833.250000 Penalty: 3340.889893
	Iteration 86Q: 3 clusters Score -3258833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3258835.750000 Penalty: 3340.889893
	Iteration 87Q: 3 clusters Score -3258836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3258831.750000 Penalty: 3340.889893
	Iteration 88Q: 3 clusters Score -3258832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3258832.750000 Penalty: 3340.889893
	Iteration 89Q: 3 clusters Score -3258833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3258833.750000 Penalty: 3340.889893
	Iteration 90Q: 3 clusters Score -3258834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3258832.250000 Penalty: 3340.889893
	Iteration 91Q: 3 clusters Score -3258832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3258831.250000 Penalty: 3340.889893
	Iteration 92Q: 3 clusters Score -3258831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3258829.000000 Penalty: 3340.889893
	Iteration 93Q: 3 clusters Score -3258829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3258829.750000 Penalty: 3340.889893
	Iteration 94Q: 3 clusters Score -3258830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3258833.500000 Penalty: 3340.889893
	Iteration 95Q: 3 clusters Score -3258834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3258827.750000 Penalty: 3340.889893
	Iteration 96Q: 3 clusters Score -3258828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3258828.500000 Penalty: 3340.889893
	Iteration 97Q: 3 clusters Score -3258828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3258828.500000 Penalty: 3340.889893
	Iteration 98F: 3 clusters Score -3258828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Entering Unmasked Estep 
Score: -692923.687500 Penalty: 1426.628174
	Iteration 0F: 2 clusters Score -692923.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -687964.937500 Penalty: 2853.256348
	Iteration 0F: 3 clusters Score -687964.9 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -689385.812500 Penalty: 2853.256348
	Iteration 1F: 3 clusters Score -689385.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -689673.000000 Penalty: 2853.256348
	Iteration 2F: 3 clusters Score -689673 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -689877.812500 Penalty: 2853.256348
	Iteration 3F: 3 clusters Score -689877.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -690033.187500 Penalty: 2853.256348
	Iteration 4Q: 3 clusters Score -690033.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -690166.500000 Penalty: 2853.256348
	Iteration 5Q: 3 clusters Score -690166.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -690313.000000 Penalty: 2853.256348
	Iteration 6Q: 3 clusters Score -690313 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -690498.375000 Penalty: 2853.256348
	Iteration 7Q: 3 clusters Score -690498.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -690730.500000 Penalty: 2853.256348
	Iteration 8F: 3 clusters Score -690730.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -690974.000000 Penalty: 2853.256348
	Iteration 9F: 3 clusters Score -690974 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -691258.937500 Penalty: 2853.256348
	Iteration 10F: 3 clusters Score -691258.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -691534.750000 Penalty: 2853.256348
	Iteration 11Q: 3 clusters Score -691534.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -691739.000000 Penalty: 2853.256348
	Iteration 12Q: 3 clusters Score -691739 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -691897.750000 Penalty: 2853.256348
	Iteration 13Q: 3 clusters Score -691897.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -692005.875000 Penalty: 2853.256348
	Iteration 14Q: 3 clusters Score -692005.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -692066.687500 Penalty: 2853.256348
	Iteration 15Q: 3 clusters Score -692066.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -692106.875000 Penalty: 2853.256348
	Iteration 16Q: 3 clusters Score -692106.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -692129.500000 Penalty: 2853.256348
	Iteration 17Q: 3 clusters Score -692129.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -692145.875000 Penalty: 2853.256348
	Iteration 18Q: 3 clusters Score -692145.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -692158.250000 Penalty: 2853.256348
	Iteration 19Q: 3 clusters Score -692158.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -692180.937500 Penalty: 2853.256348
	Iteration 20F: 3 clusters Score -692180.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -692189.625000 Penalty: 2853.256348
	Iteration 21Q: 3 clusters Score -692189.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -692195.500000 Penalty: 2853.256348
	Iteration 22Q: 3 clusters Score -692195.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -692204.062500 Penalty: 2853.256348
	Iteration 23Q: 3 clusters Score -692204.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -692210.562500 Penalty: 2853.256348
	Iteration 24Q: 3 clusters Score -692210.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -692217.562500 Penalty: 2853.256348
	Iteration 25Q: 3 clusters Score -692217.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -692222.875000 Penalty: 2853.256348
	Iteration 26Q: 3 clusters Score -692222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -692225.500000 Penalty: 2853.256348
	Iteration 27Q: 3 clusters Score -692225.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -692228.437500 Penalty: 2853.256348
	Iteration 28Q: 3 clusters Score -692228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -692229.000000 Penalty: 2853.256348
	Iteration 29Q: 3 clusters Score -692229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -692228.687500 Penalty: 2853.256348
	Iteration 30Q: 3 clusters Score -692228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -692228.875000 Penalty: 2853.256348
	Iteration 31Q: 3 clusters Score -692228.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -692228.875000 Penalty: 2853.256348
	Iteration 32F: 3 clusters Score -692228.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -484014.343750 Penalty: 1353.177002
	Iteration 0F: 2 clusters Score -484014.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -480516.250000 Penalty: 2706.354004
	Iteration 0F: 3 clusters Score -480516.2 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -481380.437500 Penalty: 2706.354004
	Iteration 1F: 3 clusters Score -481380.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -481534.625000 Penalty: 2706.354004
	Iteration 2F: 3 clusters Score -481534.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -481640.218750 Penalty: 2706.354004
	Iteration 3F: 3 clusters Score -481640.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -481719.031250 Penalty: 2706.354004
	Iteration 4Q: 3 clusters Score -481719 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -481785.281250 Penalty: 2706.354004
	Iteration 5Q: 3 clusters Score -481785.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -481860.468750 Penalty: 2706.354004
	Iteration 6Q: 3 clusters Score -481860.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -481935.187500 Penalty: 2706.354004
	Iteration 7Q: 3 clusters Score -481935.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -482029.218750 Penalty: 2706.354004
	Iteration 8Q: 3 clusters Score -482029.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -482136.156250 Penalty: 2706.354004
	Iteration 9Q: 3 clusters Score -482136.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -482240.031250 Penalty: 2706.354004
	Iteration 10Q: 3 clusters Score -482240 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -482341.843750 Penalty: 2706.354004
	Iteration 11Q: 3 clusters Score -482341.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -482428.843750 Penalty: 2706.354004
	Iteration 12Q: 3 clusters Score -482428.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -482498.031250 Penalty: 2706.354004
	Iteration 13Q: 3 clusters Score -482498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -482552.781250 Penalty: 2706.354004
	Iteration 14Q: 3 clusters Score -482552.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -482608.875000 Penalty: 2706.354004
	Iteration 15Q: 3 clusters Score -482608.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -482650.781250 Penalty: 2706.354004
	Iteration 16Q: 3 clusters Score -482650.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -482689.937500 Penalty: 2706.354004
	Iteration 17Q: 3 clusters Score -482689.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -482721.218750 Penalty: 2706.354004
	Iteration 18Q: 3 clusters Score -482721.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -482744.000000 Penalty: 2706.354004
	Iteration 19Q: 3 clusters Score -482744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -482764.375000 Penalty: 2706.354004
	Iteration 20F: 3 clusters Score -482764.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -482777.062500 Penalty: 2706.354004
	Iteration 21Q: 3 clusters Score -482777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -482784.437500 Penalty: 2706.354004
	Iteration 22Q: 3 clusters Score -482784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -482788.718750 Penalty: 2706.354004
	Iteration 23Q: 3 clusters Score -482788.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -482791.312500 Penalty: 2706.354004
	Iteration 24Q: 3 clusters Score -482791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -482791.562500 Penalty: 2706.354004
	Iteration 25Q: 3 clusters Score -482791.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -482798.000000 Penalty: 2706.354004
	Iteration 26Q: 3 clusters Score -482798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -482804.375000 Penalty: 2706.354004
	Iteration 27Q: 3 clusters Score -482804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -482807.562500 Penalty: 2706.354004
	Iteration 28Q: 3 clusters Score -482807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -482811.156250 Penalty: 2706.354004
	Iteration 29Q: 3 clusters Score -482811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -482812.718750 Penalty: 2706.354004
	Iteration 30Q: 3 clusters Score -482812.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -482814.968750 Penalty: 2706.354004
	Iteration 31Q: 3 clusters Score -482815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -482815.812500 Penalty: 2706.354004
	Iteration 32Q: 3 clusters Score -482815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -482818.500000 Penalty: 2706.354004
	Iteration 33Q: 3 clusters Score -482818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -482819.218750 Penalty: 2706.354004
	Iteration 34Q: 3 clusters Score -482819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -482819.250000 Penalty: 2706.354004
	Iteration 35Q: 3 clusters Score -482819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -482819.250000 Penalty: 2706.354004
	Iteration 36F: 3 clusters Score -482819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Entering Unmasked Estep 
Score: -6330716.000000 Penalty: 1769.056641
	Iteration 0F: 2 clusters Score -6330716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -6294738.500000 Penalty: 3538.113281
	Iteration 0F: 3 clusters Score -6294738 nChanged 25299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -6308983.500000 Penalty: 3538.113281
	Iteration 1F: 3 clusters Score -6308984 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -6309430.500000 Penalty: 3538.113281
	Iteration 2Q: 3 clusters Score -6309430 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -6309913.000000 Penalty: 3538.113281
	Iteration 3Q: 3 clusters Score -6309913 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -6310537.000000 Penalty: 3538.113281
	Iteration 4Q: 3 clusters Score -6310537 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -6311398.000000 Penalty: 3538.113281
	Iteration 5Q: 3 clusters Score -6311398 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -6312762.500000 Penalty: 3538.113281
	Iteration 6Q: 3 clusters Score -6312762 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -6315030.000000 Penalty: 3538.113281
	Iteration 7F: 3 clusters Score -6315030 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -6318163.000000 Penalty: 3538.113281
	Iteration 8F: 3 clusters Score -6318163 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -6321507.500000 Penalty: 3538.113281
	Iteration 9F: 3 clusters Score -6321508 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -6324256.500000 Penalty: 3538.113281
	Iteration 10F: 3 clusters Score -6324256 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -6325781.500000 Penalty: 3538.113281
	Iteration 11Q: 3 clusters Score -6325782 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -6326580.000000 Penalty: 3538.113281
	Iteration 12Q: 3 clusters Score -6326580 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -6327083.500000 Penalty: 3538.113281
	Iteration 13Q: 3 clusters Score -6327084 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -6327440.000000 Penalty: 3538.113281
	Iteration 14Q: 3 clusters Score -6327440 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6327700.000000 Penalty: 3538.113281
	Iteration 15Q: 3 clusters Score -6327700 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -6327919.000000 Penalty: 3538.113281
	Iteration 16Q: 3 clusters Score -6327919 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -6328115.000000 Penalty: 3538.113281
	Iteration 17Q: 3 clusters Score -6328115 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -6328253.000000 Penalty: 3538.113281
	Iteration 18Q: 3 clusters Score -6328253 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -6328367.000000 Penalty: 3538.113281
	Iteration 19Q: 3 clusters Score -6328367 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -6328478.500000 Penalty: 3538.113281
	Iteration 20F: 3 clusters Score -6328478 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -6328538.500000 Penalty: 3538.113281
	Iteration 21Q: 3 clusters Score -6328538 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -6328598.500000 Penalty: 3538.113281
	Iteration 22Q: 3 clusters Score -6328598 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6328694.500000 Penalty: 3538.113281
	Iteration 23Q: 3 clusters Score -6328694 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -6328773.000000 Penalty: 3538.113281
	Iteration 24Q: 3 clusters Score -6328773 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -6328832.000000 Penalty: 3538.113281
	Iteration 25Q: 3 clusters Score -6328832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -6328866.000000 Penalty: 3538.113281
	Iteration 26Q: 3 clusters Score -6328866 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -6328915.000000 Penalty: 3538.113281
	Iteration 27Q: 3 clusters Score -6328915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -6328934.000000 Penalty: 3538.113281
	Iteration 28Q: 3 clusters Score -6328934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -6328965.000000 Penalty: 3538.113281
	Iteration 29Q: 3 clusters Score -6328965 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -6328992.000000 Penalty: 3538.113281
	Iteration 30Q: 3 clusters Score -6328992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -6329018.000000 Penalty: 3538.113281
	Iteration 31Q: 3 clusters Score -6329018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 52344 members 
Entering Unmasked Estep 
Score: -6329038.000000 Penalty: 3538.113281
	Iteration 32Q: 3 clusters Score -6329038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -6329060.000000 Penalty: 3538.113281
	Iteration 33Q: 3 clusters Score -6329060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -6329072.500000 Penalty: 3538.113281
	Iteration 34Q: 3 clusters Score -6329072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -6329098.000000 Penalty: 3538.113281
	Iteration 35Q: 3 clusters Score -6329098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -6329106.000000 Penalty: 3538.113281
	Iteration 36Q: 3 clusters Score -6329106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -6329121.000000 Penalty: 3538.113281
	Iteration 37Q: 3 clusters Score -6329121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -6329144.500000 Penalty: 3538.113281
	Iteration 38Q: 3 clusters Score -6329144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -6329156.500000 Penalty: 3538.113281
	Iteration 39Q: 3 clusters Score -6329156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -6329170.000000 Penalty: 3538.113281
	Iteration 40F: 3 clusters Score -6329170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -6329168.500000 Penalty: 3538.113281
	Iteration 41Q: 3 clusters Score -6329168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -6329180.000000 Penalty: 3538.113281
	Iteration 42Q: 3 clusters Score -6329180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -6329185.500000 Penalty: 3538.113281
	Iteration 43Q: 3 clusters Score -6329186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -6329198.000000 Penalty: 3538.113281
	Iteration 44Q: 3 clusters Score -6329198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -6329195.500000 Penalty: 3538.113281
	Iteration 45Q: 3 clusters Score -6329196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -6329202.000000 Penalty: 3538.113281
	Iteration 46Q: 3 clusters Score -6329202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -6329199.500000 Penalty: 3538.113281
	Iteration 47Q: 3 clusters Score -6329200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -6329203.500000 Penalty: 3538.113281
	Iteration 48Q: 3 clusters Score -6329204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -6329204.500000 Penalty: 3538.113281
	Iteration 49Q: 3 clusters Score -6329204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -6329203.000000 Penalty: 3538.113281
	Iteration 50Q: 3 clusters Score -6329203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -6329205.000000 Penalty: 3538.113281
	Iteration 51Q: 3 clusters Score -6329205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -6329204.500000 Penalty: 3538.113281
	Iteration 52Q: 3 clusters Score -6329204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -6329209.000000 Penalty: 3538.113281
	Iteration 53Q: 3 clusters Score -6329209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -6329215.500000 Penalty: 3538.113281
	Iteration 54Q: 3 clusters Score -6329216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -6329225.000000 Penalty: 3538.113281
	Iteration 55Q: 3 clusters Score -6329225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -6329221.000000 Penalty: 3538.113281
	Iteration 56Q: 3 clusters Score -6329221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -6329222.500000 Penalty: 3538.113281
	Iteration 57Q: 3 clusters Score -6329222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -6329226.000000 Penalty: 3538.113281
	Iteration 58Q: 3 clusters Score -6329226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -6329223.500000 Penalty: 3538.113281
	Iteration 59Q: 3 clusters Score -6329224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -6329229.000000 Penalty: 3538.113281
	Iteration 60F: 3 clusters Score -6329229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -6329225.000000 Penalty: 3538.113281
	Iteration 61Q: 3 clusters Score -6329225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -6329225.500000 Penalty: 3538.113281
	Iteration 62Q: 3 clusters Score -6329226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -6329231.500000 Penalty: 3538.113281
	Iteration 63Q: 3 clusters Score -6329232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -6329227.500000 Penalty: 3538.113281
	Iteration 64Q: 3 clusters Score -6329228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -6329227.500000 Penalty: 3538.113281
	Iteration 65Q: 3 clusters Score -6329228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -6329234.000000 Penalty: 3538.113281
	Iteration 66Q: 3 clusters Score -6329234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -6329233.500000 Penalty: 3538.113281
	Iteration 67Q: 3 clusters Score -6329234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -6329234.000000 Penalty: 3538.113281
	Iteration 68Q: 3 clusters Score -6329234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -6329235.500000 Penalty: 3538.113281
	Iteration 69Q: 3 clusters Score -6329236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -6329234.500000 Penalty: 3538.113281
	Iteration 70Q: 3 clusters Score -6329234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -6329234.000000 Penalty: 3538.113281
	Iteration 71Q: 3 clusters Score -6329234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -6329235.500000 Penalty: 3538.113281
	Iteration 72Q: 3 clusters Score -6329236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -6329241.000000 Penalty: 3538.113281
	Iteration 73Q: 3 clusters Score -6329241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -6329241.000000 Penalty: 3538.113281
	Iteration 74Q: 3 clusters Score -6329241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -6329233.000000 Penalty: 3538.113281
	Iteration 75Q: 3 clusters Score -6329233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -6329239.000000 Penalty: 3538.113281
	Iteration 76Q: 3 clusters Score -6329239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -6329244.000000 Penalty: 3538.113281
	Iteration 77Q: 3 clusters Score -6329244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -6329244.000000 Penalty: 3538.113281
	Iteration 78F: 3 clusters Score -6329244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -338680.531250 Penalty: 1304.305786
	Iteration 0F: 2 clusters Score -338680.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -335907.406250 Penalty: 2608.611572
	Iteration 0F: 3 clusters Score -335907.4 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -336606.375000 Penalty: 2608.611572
	Iteration 1F: 3 clusters Score -336606.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -336746.625000 Penalty: 2608.611572
	Iteration 2F: 3 clusters Score -336746.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -336830.937500 Penalty: 2608.611572
	Iteration 3Q: 3 clusters Score -336830.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -336879.406250 Penalty: 2608.611572
	Iteration 4Q: 3 clusters Score -336879.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -336927.125000 Penalty: 2608.611572
	Iteration 5Q: 3 clusters Score -336927.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -336956.468750 Penalty: 2608.611572
	Iteration 6Q: 3 clusters Score -336956.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -336979.500000 Penalty: 2608.611572
	Iteration 7Q: 3 clusters Score -336979.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -336998.406250 Penalty: 2608.611572
	Iteration 8Q: 3 clusters Score -336998.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -337013.656250 Penalty: 2608.611572
	Iteration 9Q: 3 clusters Score -337013.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -337029.875000 Penalty: 2608.611572
	Iteration 10Q: 3 clusters Score -337029.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -337051.906250 Penalty: 2608.611572
	Iteration 11Q: 3 clusters Score -337051.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -337082.468750 Penalty: 2608.611572
	Iteration 12Q: 3 clusters Score -337082.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -337105.875000 Penalty: 2608.611572
	Iteration 13Q: 3 clusters Score -337105.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -337123.500000 Penalty: 2608.611572
	Iteration 14Q: 3 clusters Score -337123.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -337139.593750 Penalty: 2608.611572
	Iteration 15Q: 3 clusters Score -337139.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -337159.593750 Penalty: 2608.611572
	Iteration 16Q: 3 clusters Score -337159.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -337184.500000 Penalty: 2608.611572
	Iteration 17Q: 3 clusters Score -337184.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -337207.312500 Penalty: 2608.611572
	Iteration 18Q: 3 clusters Score -337207.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -337227.187500 Penalty: 2608.611572
	Iteration 19Q: 3 clusters Score -337227.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -337244.406250 Penalty: 2608.611572
	Iteration 20F: 3 clusters Score -337244.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -337257.031250 Penalty: 2608.611572
	Iteration 21Q: 3 clusters Score -337257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -337268.250000 Penalty: 2608.611572
	Iteration 22Q: 3 clusters Score -337268.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -337273.812500 Penalty: 2608.611572
	Iteration 23Q: 3 clusters Score -337273.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -337278.000000 Penalty: 2608.611572
	Iteration 24Q: 3 clusters Score -337278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -337281.812500 Penalty: 2608.611572
	Iteration 25Q: 3 clusters Score -337281.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -337285.375000 Penalty: 2608.611572
	Iteration 26Q: 3 clusters Score -337285.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -337287.750000 Penalty: 2608.611572
	Iteration 27Q: 3 clusters Score -337287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -337289.125000 Penalty: 2608.611572
	Iteration 28Q: 3 clusters Score -337289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -337290.375000 Penalty: 2608.611572
	Iteration 29Q: 3 clusters Score -337290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -337290.406250 Penalty: 2608.611572
	Iteration 30Q: 3 clusters Score -337290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -337290.406250 Penalty: 2608.611572
	Iteration 31F: 3 clusters Score -337290.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Entering Unmasked Estep 
Score: -7244862.000000 Penalty: 1793.591064
	Iteration 0F: 2 clusters Score -7244862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -7203723.500000 Penalty: 3587.182129
	Iteration 0F: 3 clusters Score -7203724 nChanged 29204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -7220036.500000 Penalty: 3587.182129
	Iteration 1F: 3 clusters Score -7220036 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -7220654.500000 Penalty: 3587.182129
	Iteration 2Q: 3 clusters Score -7220654 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -7221296.500000 Penalty: 3587.182129
	Iteration 3Q: 3 clusters Score -7221296 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -7222090.500000 Penalty: 3587.182129
	Iteration 4Q: 3 clusters Score -7222090 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -7223030.000000 Penalty: 3587.182129
	Iteration 5Q: 3 clusters Score -7223030 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -7224353.000000 Penalty: 3587.182129
	Iteration 6Q: 3 clusters Score -7224353 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -7226234.500000 Penalty: 3587.182129
	Iteration 7F: 3 clusters Score -7226234 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -7228788.000000 Penalty: 3587.182129
	Iteration 8F: 3 clusters Score -7228788 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -7231519.500000 Penalty: 3587.182129
	Iteration 9F: 3 clusters Score -7231520 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -7233649.500000 Penalty: 3587.182129
	Iteration 10F: 3 clusters Score -7233650 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -7234799.500000 Penalty: 3587.182129
	Iteration 11Q: 3 clusters Score -7234800 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -7235494.000000 Penalty: 3587.182129
	Iteration 12Q: 3 clusters Score -7235494 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -7236114.500000 Penalty: 3587.182129
	Iteration 13Q: 3 clusters Score -7236114 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -7236761.500000 Penalty: 3587.182129
	Iteration 14Q: 3 clusters Score -7236762 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -7237416.500000 Penalty: 3587.182129
	Iteration 15Q: 3 clusters Score -7237416 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -7237996.500000 Penalty: 3587.182129
	Iteration 16Q: 3 clusters Score -7237996 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -7238648.500000 Penalty: 3587.182129
	Iteration 17Q: 3 clusters Score -7238648 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -7239266.500000 Penalty: 3587.182129
	Iteration 18Q: 3 clusters Score -7239266 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -7239807.000000 Penalty: 3587.182129
	Iteration 19Q: 3 clusters Score -7239807 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -7240300.500000 Penalty: 3587.182129
	Iteration 20F: 3 clusters Score -7240300 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -7240753.500000 Penalty: 3587.182129
	Iteration 21Q: 3 clusters Score -7240754 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -7241188.500000 Penalty: 3587.182129
	Iteration 22Q: 3 clusters Score -7241188 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -7241644.000000 Penalty: 3587.182129
	Iteration 23Q: 3 clusters Score -7241644 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -7242006.500000 Penalty: 3587.182129
	Iteration 24Q: 3 clusters Score -7242006 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7242354.000000 Penalty: 3587.182129
	Iteration 25Q: 3 clusters Score -7242354 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -7242664.500000 Penalty: 3587.182129
	Iteration 26Q: 3 clusters Score -7242664 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7242947.000000 Penalty: 3587.182129
	Iteration 27Q: 3 clusters Score -7242947 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7243120.000000 Penalty: 3587.182129
	Iteration 28Q: 3 clusters Score -7243120 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7243245.000000 Penalty: 3587.182129
	Iteration 29Q: 3 clusters Score -7243245 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7243342.500000 Penalty: 3587.182129
	Iteration 30Q: 3 clusters Score -7243342 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7243429.500000 Penalty: 3587.182129
	Iteration 31Q: 3 clusters Score -7243430 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7243496.000000 Penalty: 3587.182129
	Iteration 32Q: 3 clusters Score -7243496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7243550.500000 Penalty: 3587.182129
	Iteration 33Q: 3 clusters Score -7243550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7243580.000000 Penalty: 3587.182129
	Iteration 34Q: 3 clusters Score -7243580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7243598.000000 Penalty: 3587.182129
	Iteration 35Q: 3 clusters Score -7243598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7243623.500000 Penalty: 3587.182129
	Iteration 36Q: 3 clusters Score -7243624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7243640.500000 Penalty: 3587.182129
	Iteration 37Q: 3 clusters Score -7243640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7243666.500000 Penalty: 3587.182129
	Iteration 38Q: 3 clusters Score -7243666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7243680.000000 Penalty: 3587.182129
	Iteration 39Q: 3 clusters Score -7243680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7243697.500000 Penalty: 3587.182129
	Iteration 40F: 3 clusters Score -7243698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7243732.500000 Penalty: 3587.182129
	Iteration 41Q: 3 clusters Score -7243732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7243748.000000 Penalty: 3587.182129
	Iteration 42Q: 3 clusters Score -7243748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7243763.000000 Penalty: 3587.182129
	Iteration 43Q: 3 clusters Score -7243763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7243772.500000 Penalty: 3587.182129
	Iteration 44Q: 3 clusters Score -7243772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7243771.000000 Penalty: 3587.182129
	Iteration 45Q: 3 clusters Score -7243771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7243783.000000 Penalty: 3587.182129
	Iteration 46Q: 3 clusters Score -7243783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7243778.000000 Penalty: 3587.182129
	Iteration 47Q: 3 clusters Score -7243778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7243782.500000 Penalty: 3587.182129
	Iteration 48Q: 3 clusters Score -7243782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7243783.000000 Penalty: 3587.182129
	Iteration 49Q: 3 clusters Score -7243783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7243783.000000 Penalty: 3587.182129
	Iteration 50Q: 3 clusters Score -7243783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7243787.000000 Penalty: 3587.182129
	Iteration 51Q: 3 clusters Score -7243787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7243790.500000 Penalty: 3587.182129
	Iteration 52Q: 3 clusters Score -7243790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7243786.500000 Penalty: 3587.182129
	Iteration 53Q: 3 clusters Score -7243786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7243786.500000 Penalty: 3587.182129
	Iteration 54Q: 3 clusters Score -7243786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7243788.000000 Penalty: 3587.182129
	Iteration 55Q: 3 clusters Score -7243788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7243795.000000 Penalty: 3587.182129
	Iteration 56Q: 3 clusters Score -7243795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7243801.500000 Penalty: 3587.182129
	Iteration 57Q: 3 clusters Score -7243802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7243803.500000 Penalty: 3587.182129
	Iteration 58Q: 3 clusters Score -7243804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7243803.000000 Penalty: 3587.182129
	Iteration 59Q: 3 clusters Score -7243803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7243801.500000 Penalty: 3587.182129
	Iteration 60F: 3 clusters Score -7243802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7243804.000000 Penalty: 3587.182129
	Iteration 61Q: 3 clusters Score -7243804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7243799.000000 Penalty: 3587.182129
	Iteration 62Q: 3 clusters Score -7243799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7243804.000000 Penalty: 3587.182129
	Iteration 63Q: 3 clusters Score -7243804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7243809.500000 Penalty: 3587.182129
	Iteration 64Q: 3 clusters Score -7243810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7243807.000000 Penalty: 3587.182129
	Iteration 65Q: 3 clusters Score -7243807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7243814.500000 Penalty: 3587.182129
	Iteration 66Q: 3 clusters Score -7243814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61146 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7243809.000000 Penalty: 3587.182129
	Iteration 67Q: 3 clusters Score -7243809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7243805.500000 Penalty: 3587.182129
	Iteration 68Q: 3 clusters Score -7243806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7243805.500000 Penalty: 3587.182129
	Iteration 69F: 3 clusters Score -7243806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -145144.718750 Penalty: 1160.452271
	Iteration 0F: 2 clusters Score -145144.7 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 622 members 
Entering Unmasked Estep 
Score: -143534.265625 Penalty: 2320.904541
	Iteration 0F: 3 clusters Score -143534.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -143825.765625 Penalty: 2320.904541
	Iteration 1F: 3 clusters Score -143825.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -143932.796875 Penalty: 2320.904541
	Iteration 2F: 3 clusters Score -143932.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -143983.640625 Penalty: 2320.904541
	Iteration 3Q: 3 clusters Score -143983.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -144018.343750 Penalty: 2320.904541
	Iteration 4Q: 3 clusters Score -144018.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -144039.468750 Penalty: 2320.904541
	Iteration 5Q: 3 clusters Score -144039.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144051.078125 Penalty: 2320.904541
	Iteration 6Q: 3 clusters Score -144051.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144058.625000 Penalty: 2320.904541
	Iteration 7Q: 3 clusters Score -144058.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144063.875000 Penalty: 2320.904541
	Iteration 8Q: 3 clusters Score -144063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144067.953125 Penalty: 2320.904541
	Iteration 9Q: 3 clusters Score -144068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144071.671875 Penalty: 2320.904541
	Iteration 10Q: 3 clusters Score -144071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -144075.375000 Penalty: 2320.904541
	Iteration 11Q: 3 clusters Score -144075.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -144082.281250 Penalty: 2320.904541
	Iteration 12Q: 3 clusters Score -144082.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144089.750000 Penalty: 2320.904541
	Iteration 13Q: 3 clusters Score -144089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -144094.312500 Penalty: 2320.904541
	Iteration 14Q: 3 clusters Score -144094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -144096.562500 Penalty: 2320.904541
	Iteration 15Q: 3 clusters Score -144096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -144098.234375 Penalty: 2320.904541
	Iteration 16Q: 3 clusters Score -144098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -144102.671875 Penalty: 2320.904541
	Iteration 17Q: 3 clusters Score -144102.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144105.062500 Penalty: 2320.904541
	Iteration 18Q: 3 clusters Score -144105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -144107.890625 Penalty: 2320.904541
	Iteration 19Q: 3 clusters Score -144107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -144110.140625 Penalty: 2320.904541
	Iteration 20F: 3 clusters Score -144110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -144111.312500 Penalty: 2320.904541
	Iteration 21Q: 3 clusters Score -144111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144112.953125 Penalty: 2320.904541
	Iteration 22Q: 3 clusters Score -144113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144112.953125 Penalty: 2320.904541
	Iteration 23F: 3 clusters Score -144113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Entering Unmasked Estep 
Score: -8276318.000000 Penalty: 1816.163330
	Iteration 0F: 2 clusters Score -8276318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -8228708.500000 Penalty: 3632.326660
	Iteration 0F: 3 clusters Score -8228708 nChanged 33857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -8248021.000000 Penalty: 3632.326660
	Iteration 1F: 3 clusters Score -8248021 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -8249089.000000 Penalty: 3632.326660
	Iteration 2Q: 3 clusters Score -8249089 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -8250689.000000 Penalty: 3632.326660
	Iteration 3Q: 3 clusters Score -8250689 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -8253386.500000 Penalty: 3632.326660
	Iteration 4F: 3 clusters Score -8253386 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -8257869.500000 Penalty: 3632.326660
	Iteration 5F: 3 clusters Score -8257870 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -8264002.500000 Penalty: 3632.326660
	Iteration 6F: 3 clusters Score -8264002 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -8269872.000000 Penalty: 3632.326660
	Iteration 7F: 3 clusters Score -8269872 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8273131.500000 Penalty: 3632.326660
	Iteration 8Q: 3 clusters Score -8273132 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8274179.000000 Penalty: 3632.326660
	Iteration 9Q: 3 clusters Score -8274179 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8274513.000000 Penalty: 3632.326660
	Iteration 10Q: 3 clusters Score -8274513 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8274613.000000 Penalty: 3632.326660
	Iteration 11Q: 3 clusters Score -8274613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8274648.500000 Penalty: 3632.326660
	Iteration 12Q: 3 clusters Score -8274648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8274658.000000 Penalty: 3632.326660
	Iteration 13Q: 3 clusters Score -8274658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8274669.000000 Penalty: 3632.326660
	Iteration 14Q: 3 clusters Score -8274669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8274680.500000 Penalty: 3632.326660
	Iteration 15Q: 3 clusters Score -8274680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8274687.000000 Penalty: 3632.326660
	Iteration 16Q: 3 clusters Score -8274687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8274687.500000 Penalty: 3632.326660
	Iteration 17Q: 3 clusters Score -8274688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8274692.000000 Penalty: 3632.326660
	Iteration 18Q: 3 clusters Score -8274692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8274697.500000 Penalty: 3632.326660
	Iteration 19Q: 3 clusters Score -8274698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71292 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8274703.500000 Penalty: 3632.326660
	Iteration 20F: 3 clusters Score -8274704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8274706.500000 Penalty: 3632.326660
	Iteration 21Q: 3 clusters Score -8274706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8274710.500000 Penalty: 3632.326660
	Iteration 22Q: 3 clusters Score -8274710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -8274707.500000 Penalty: 3632.326660
	Iteration 23Q: 3 clusters Score -8274708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8274711.000000 Penalty: 3632.326660
	Iteration 24Q: 3 clusters Score -8274711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8274711.000000 Penalty: 3632.326660
	Iteration 25F: 3 clusters Score -8274711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -41447.796875 Penalty: 978.416260
	Iteration 0F: 2 clusters Score -41447.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40462.828125 Penalty: 1956.832520
	Iteration 0F: 3 clusters Score -40462.83 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40622.917969 Penalty: 1956.832520
	Iteration 1F: 3 clusters Score -40622.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40694.964844 Penalty: 1956.832520
	Iteration 2F: 3 clusters Score -40694.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40770.781250 Penalty: 1956.832520
	Iteration 3Q: 3 clusters Score -40770.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40839.000000 Penalty: 1956.832520
	Iteration 4F: 3 clusters Score -40839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40893.257812 Penalty: 1956.832520
	Iteration 5Q: 3 clusters Score -40893.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40940.441406 Penalty: 1956.832520
	Iteration 6Q: 3 clusters Score -40940.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40976.285156 Penalty: 1956.832520
	Iteration 7Q: 3 clusters Score -40976.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41004.882812 Penalty: 1956.832520
	Iteration 8Q: 3 clusters Score -41004.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41034.664062 Penalty: 1956.832520
	Iteration 9Q: 3 clusters Score -41034.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41047.042969 Penalty: 1956.832520
	Iteration 10Q: 3 clusters Score -41047.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41061.250000 Penalty: 1956.832520
	Iteration 11Q: 3 clusters Score -41061.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41076.617188 Penalty: 1956.832520
	Iteration 12Q: 3 clusters Score -41076.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41096.449219 Penalty: 1956.832520
	Iteration 13Q: 3 clusters Score -41096.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41104.398438 Penalty: 1956.832520
	Iteration 14Q: 3 clusters Score -41104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41107.328125 Penalty: 1956.832520
	Iteration 15Q: 3 clusters Score -41107.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41125.105469 Penalty: 1956.832520
	Iteration 16F: 3 clusters Score -41125.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41182.695312 Penalty: 1956.832520
	Iteration 17Q: 3 clusters Score -41182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41198.996094 Penalty: 1956.832520
	Iteration 18Q: 3 clusters Score -41199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41207.851562 Penalty: 1956.832520
	Iteration 19Q: 3 clusters Score -41207.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41214.246094 Penalty: 1956.832520
	Iteration 20F: 3 clusters Score -41214.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41216.410156 Penalty: 1956.832520
	Iteration 21Q: 3 clusters Score -41216.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41221.132812 Penalty: 1956.832520
	Iteration 22Q: 3 clusters Score -41221.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41223.335938 Penalty: 1956.832520
	Iteration 23Q: 3 clusters Score -41223.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41224.007812 Penalty: 1956.832520
	Iteration 24Q: 3 clusters Score -41224.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41224.007812 Penalty: 1956.832520
	Iteration 25F: 3 clusters Score -41224.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Entering Unmasked Estep 
Score: -634939.562500 Penalty: 1400.003784
	Iteration 0F: 2 clusters Score -634939.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -630618.625000 Penalty: 2800.007568
	Iteration 0F: 3 clusters Score -630618.6 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -631941.500000 Penalty: 2800.007568
	Iteration 1F: 3 clusters Score -631941.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -632163.375000 Penalty: 2800.007568
	Iteration 2F: 3 clusters Score -632163.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -632339.375000 Penalty: 2800.007568
	Iteration 3F: 3 clusters Score -632339.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -632499.312500 Penalty: 2800.007568
	Iteration 4Q: 3 clusters Score -632499.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -632620.812500 Penalty: 2800.007568
	Iteration 5Q: 3 clusters Score -632620.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -632721.062500 Penalty: 2800.007568
	Iteration 6Q: 3 clusters Score -632721.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -632813.187500 Penalty: 2800.007568
	Iteration 7Q: 3 clusters Score -632813.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -632905.437500 Penalty: 2800.007568
	Iteration 8Q: 3 clusters Score -632905.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -632985.500000 Penalty: 2800.007568
	Iteration 9Q: 3 clusters Score -632985.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -633059.312500 Penalty: 2800.007568
	Iteration 10Q: 3 clusters Score -633059.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -633134.000000 Penalty: 2800.007568
	Iteration 11Q: 3 clusters Score -633134 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -633214.500000 Penalty: 2800.007568
	Iteration 12Q: 3 clusters Score -633214.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -633278.500000 Penalty: 2800.007568
	Iteration 13Q: 3 clusters Score -633278.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -633319.187500 Penalty: 2800.007568
	Iteration 14Q: 3 clusters Score -633319.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -633353.375000 Penalty: 2800.007568
	Iteration 15Q: 3 clusters Score -633353.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -633380.687500 Penalty: 2800.007568
	Iteration 16Q: 3 clusters Score -633380.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -633408.875000 Penalty: 2800.007568
	Iteration 17Q: 3 clusters Score -633408.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -633439.562500 Penalty: 2800.007568
	Iteration 18Q: 3 clusters Score -633439.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -633478.187500 Penalty: 2800.007568
	Iteration 19Q: 3 clusters Score -633478.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -633517.500000 Penalty: 2800.007568
	Iteration 20F: 3 clusters Score -633517.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -633568.312500 Penalty: 2800.007568
	Iteration 21Q: 3 clusters Score -633568.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -633619.062500 Penalty: 2800.007568
	Iteration 22Q: 3 clusters Score -633619.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -633664.312500 Penalty: 2800.007568
	Iteration 23Q: 3 clusters Score -633664.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -633696.875000 Penalty: 2800.007568
	Iteration 24Q: 3 clusters Score -633696.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -633726.375000 Penalty: 2800.007568
	Iteration 25Q: 3 clusters Score -633726.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -633752.812500 Penalty: 2800.007568
	Iteration 26Q: 3 clusters Score -633752.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -633765.250000 Penalty: 2800.007568
	Iteration 27Q: 3 clusters Score -633765.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -633772.937500 Penalty: 2800.007568
	Iteration 28Q: 3 clusters Score -633772.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -633779.312500 Penalty: 2800.007568
	Iteration 29Q: 3 clusters Score -633779.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -633784.625000 Penalty: 2800.007568
	Iteration 30Q: 3 clusters Score -633784.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -633791.437500 Penalty: 2800.007568
	Iteration 31Q: 3 clusters Score -633791.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -633796.062500 Penalty: 2800.007568
	Iteration 32Q: 3 clusters Score -633796.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -633799.562500 Penalty: 2800.007568
	Iteration 33Q: 3 clusters Score -633799.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -633801.937500 Penalty: 2800.007568
	Iteration 34Q: 3 clusters Score -633801.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -633809.812500 Penalty: 2800.007568
	Iteration 35Q: 3 clusters Score -633809.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -633817.750000 Penalty: 2800.007568
	Iteration 36Q: 3 clusters Score -633817.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -633822.812500 Penalty: 2800.007568
	Iteration 37Q: 3 clusters Score -633822.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -633830.937500 Penalty: 2800.007568
	Iteration 38Q: 3 clusters Score -633830.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -633833.312500 Penalty: 2800.007568
	Iteration 39Q: 3 clusters Score -633833.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -633838.562500 Penalty: 2800.007568
	Iteration 40F: 3 clusters Score -633838.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -633842.875000 Penalty: 2800.007568
	Iteration 41Q: 3 clusters Score -633842.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -633842.812500 Penalty: 2800.007568
	Iteration 42Q: 3 clusters Score -633842.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -633847.937500 Penalty: 2800.007568
	Iteration 43Q: 3 clusters Score -633847.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -633850.375000 Penalty: 2800.007568
	Iteration 44Q: 3 clusters Score -633850.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -633851.437500 Penalty: 2800.007568
	Iteration 45Q: 3 clusters Score -633851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -633852.875000 Penalty: 2800.007568
	Iteration 46Q: 3 clusters Score -633852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -633853.187500 Penalty: 2800.007568
	Iteration 47Q: 3 clusters Score -633853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -633854.812500 Penalty: 2800.007568
	Iteration 48Q: 3 clusters Score -633854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -633856.875000 Penalty: 2800.007568
	Iteration 49Q: 3 clusters Score -633856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -633857.937500 Penalty: 2800.007568
	Iteration 50Q: 3 clusters Score -633857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -633857.187500 Penalty: 2800.007568
	Iteration 51Q: 3 clusters Score -633857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -633857.187500 Penalty: 2800.007568
	Iteration 52Q: 3 clusters Score -633857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -633857.687500 Penalty: 2800.007568
	Iteration 53Q: 3 clusters Score -633857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -633860.562500 Penalty: 2800.007568
	Iteration 54Q: 3 clusters Score -633860.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -633862.500000 Penalty: 2800.007568
	Iteration 55Q: 3 clusters Score -633862.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -633866.625000 Penalty: 2800.007568
	Iteration 56Q: 3 clusters Score -633866.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -633870.250000 Penalty: 2800.007568
	Iteration 57Q: 3 clusters Score -633870.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -633872.687500 Penalty: 2800.007568
	Iteration 58Q: 3 clusters Score -633872.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -633878.375000 Penalty: 2800.007568
	Iteration 59Q: 3 clusters Score -633878.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -633881.000000 Penalty: 2800.007568
	Iteration 60F: 3 clusters Score -633881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -633884.875000 Penalty: 2800.007568
	Iteration 61Q: 3 clusters Score -633884.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -633889.937500 Penalty: 2800.007568
	Iteration 62Q: 3 clusters Score -633889.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -633898.875000 Penalty: 2800.007568
	Iteration 63Q: 3 clusters Score -633898.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -633909.750000 Penalty: 2800.007568
	Iteration 64Q: 3 clusters Score -633909.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -633919.375000 Penalty: 2800.007568
	Iteration 65Q: 3 clusters Score -633919.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -633928.812500 Penalty: 2800.007568
	Iteration 66Q: 3 clusters Score -633928.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -633938.062500 Penalty: 2800.007568
	Iteration 67Q: 3 clusters Score -633938.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -633943.375000 Penalty: 2800.007568
	Iteration 68Q: 3 clusters Score -633943.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -633947.062500 Penalty: 2800.007568
	Iteration 69Q: 3 clusters Score -633947.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -633949.625000 Penalty: 2800.007568
	Iteration 70Q: 3 clusters Score -633949.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -633950.125000 Penalty: 2800.007568
	Iteration 71Q: 3 clusters Score -633950.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -633952.875000 Penalty: 2800.007568
	Iteration 72Q: 3 clusters Score -633952.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -633956.437500 Penalty: 2800.007568
	Iteration 73Q: 3 clusters Score -633956.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -633957.250000 Penalty: 2800.007568
	Iteration 74Q: 3 clusters Score -633957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -633959.250000 Penalty: 2800.007568
	Iteration 75Q: 3 clusters Score -633959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -633958.937500 Penalty: 2800.007568
	Iteration 76Q: 3 clusters Score -633958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -633958.562500 Penalty: 2800.007568
	Iteration 77Q: 3 clusters Score -633958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -633958.562500 Penalty: 2800.007568
	Iteration 78Q: 3 clusters Score -633958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -633957.500000 Penalty: 2800.007568
	Iteration 79Q: 3 clusters Score -633957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -633957.500000 Penalty: 2800.007568
	Iteration 80F: 3 clusters Score -633957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Entering Unmasked Estep 
Score: -1826232.250000 Penalty: 1569.959351
	Iteration 0F: 2 clusters Score -1826232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1815377.250000 Penalty: 3139.918701
	Iteration 0F: 3 clusters Score -1815377 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1819146.500000 Penalty: 3139.918701
	Iteration 1F: 3 clusters Score -1819146 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1819524.250000 Penalty: 3139.918701
	Iteration 2F: 3 clusters Score -1819524 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1819886.625000 Penalty: 3139.918701
	Iteration 3F: 3 clusters Score -1819887 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1820198.375000 Penalty: 3139.918701
	Iteration 4Q: 3 clusters Score -1820198 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1820480.625000 Penalty: 3139.918701
	Iteration 5Q: 3 clusters Score -1820481 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1820749.250000 Penalty: 3139.918701
	Iteration 6Q: 3 clusters Score -1820749 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1820990.750000 Penalty: 3139.918701
	Iteration 7Q: 3 clusters Score -1820991 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1821203.500000 Penalty: 3139.918701
	Iteration 8Q: 3 clusters Score -1821204 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1821456.250000 Penalty: 3139.918701
	Iteration 9Q: 3 clusters Score -1821456 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1821783.000000 Penalty: 3139.918701
	Iteration 10Q: 3 clusters Score -1821783 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1822246.500000 Penalty: 3139.918701
	Iteration 11Q: 3 clusters Score -1822246 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1822841.750000 Penalty: 3139.918701
	Iteration 12Q: 3 clusters Score -1822842 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1823460.000000 Penalty: 3139.918701
	Iteration 13Q: 3 clusters Score -1823460 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1823897.875000 Penalty: 3139.918701
	Iteration 14Q: 3 clusters Score -1823898 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1824158.875000 Penalty: 3139.918701
	Iteration 15Q: 3 clusters Score -1824159 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1824342.125000 Penalty: 3139.918701
	Iteration 16Q: 3 clusters Score -1824342 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1824449.500000 Penalty: 3139.918701
	Iteration 17Q: 3 clusters Score -1824450 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1824537.000000 Penalty: 3139.918701
	Iteration 18Q: 3 clusters Score -1824537 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1824613.500000 Penalty: 3139.918701
	Iteration 19Q: 3 clusters Score -1824614 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1824657.000000 Penalty: 3139.918701
	Iteration 20F: 3 clusters Score -1824657 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1824690.625000 Penalty: 3139.918701
	Iteration 21Q: 3 clusters Score -1824691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1824715.625000 Penalty: 3139.918701
	Iteration 22Q: 3 clusters Score -1824716 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1824728.875000 Penalty: 3139.918701
	Iteration 23Q: 3 clusters Score -1824729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1824740.875000 Penalty: 3139.918701
	Iteration 24Q: 3 clusters Score -1824741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1824756.250000 Penalty: 3139.918701
	Iteration 25Q: 3 clusters Score -1824756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1824758.875000 Penalty: 3139.918701
	Iteration 26Q: 3 clusters Score -1824759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1824767.250000 Penalty: 3139.918701
	Iteration 27Q: 3 clusters Score -1824767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1824770.750000 Penalty: 3139.918701
	Iteration 28Q: 3 clusters Score -1824771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1824785.625000 Penalty: 3139.918701
	Iteration 29Q: 3 clusters Score -1824786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1824790.625000 Penalty: 3139.918701
	Iteration 30Q: 3 clusters Score -1824791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1824794.875000 Penalty: 3139.918701
	Iteration 31Q: 3 clusters Score -1824795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1824799.375000 Penalty: 3139.918701
	Iteration 32Q: 3 clusters Score -1824799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1824802.625000 Penalty: 3139.918701
	Iteration 33Q: 3 clusters Score -1824803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1824812.500000 Penalty: 3139.918701
	Iteration 34Q: 3 clusters Score -1824812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1824820.125000 Penalty: 3139.918701
	Iteration 35Q: 3 clusters Score -1824820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1824824.125000 Penalty: 3139.918701
	Iteration 36Q: 3 clusters Score -1824824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1824828.125000 Penalty: 3139.918701
	Iteration 37Q: 3 clusters Score -1824828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1824835.375000 Penalty: 3139.918701
	Iteration 38Q: 3 clusters Score -1824835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1824838.375000 Penalty: 3139.918701
	Iteration 39Q: 3 clusters Score -1824838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1824841.875000 Penalty: 3139.918701
	Iteration 40F: 3 clusters Score -1824842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1824842.000000 Penalty: 3139.918701
	Iteration 41Q: 3 clusters Score -1824842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1824845.375000 Penalty: 3139.918701
	Iteration 42Q: 3 clusters Score -1824845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1824843.500000 Penalty: 3139.918701
	Iteration 43Q: 3 clusters Score -1824844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1824842.750000 Penalty: 3139.918701
	Iteration 44Q: 3 clusters Score -1824843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1824847.500000 Penalty: 3139.918701
	Iteration 45Q: 3 clusters Score -1824848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1824849.500000 Penalty: 3139.918701
	Iteration 46Q: 3 clusters Score -1824850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1824858.625000 Penalty: 3139.918701
	Iteration 47Q: 3 clusters Score -1824859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1824855.250000 Penalty: 3139.918701
	Iteration 48Q: 3 clusters Score -1824855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1824855.125000 Penalty: 3139.918701
	Iteration 49Q: 3 clusters Score -1824855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1824855.125000 Penalty: 3139.918701
	Iteration 50Q: 3 clusters Score -1824855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1824857.500000 Penalty: 3139.918701
	Iteration 51Q: 3 clusters Score -1824858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1824862.000000 Penalty: 3139.918701
	Iteration 52Q: 3 clusters Score -1824862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1824866.625000 Penalty: 3139.918701
	Iteration 53Q: 3 clusters Score -1824867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1824867.625000 Penalty: 3139.918701
	Iteration 54Q: 3 clusters Score -1824868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1824866.250000 Penalty: 3139.918701
	Iteration 55Q: 3 clusters Score -1824866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1824865.750000 Penalty: 3139.918701
	Iteration 56Q: 3 clusters Score -1824866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1824866.250000 Penalty: 3139.918701
	Iteration 57Q: 3 clusters Score -1824866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1824866.250000 Penalty: 3139.918701
	Iteration 58F: 3 clusters Score -1824866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -268708.375000 Penalty: 1262.249146
	Iteration 0F: 2 clusters Score -268708.4 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 1216 members 
Entering Unmasked Estep 
Score: -266370.218750 Penalty: 2524.498291
	Iteration 0F: 3 clusters Score -266370.2 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -266917.093750 Penalty: 2524.498291
	Iteration 1F: 3 clusters Score -266917.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -267079.125000 Penalty: 2524.498291
	Iteration 2F: 3 clusters Score -267079.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -267174.187500 Penalty: 2524.498291
	Iteration 3F: 3 clusters Score -267174.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -267239.468750 Penalty: 2524.498291
	Iteration 4Q: 3 clusters Score -267239.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -267280.500000 Penalty: 2524.498291
	Iteration 5Q: 3 clusters Score -267280.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -267312.250000 Penalty: 2524.498291
	Iteration 6Q: 3 clusters Score -267312.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -267364.562500 Penalty: 2524.498291
	Iteration 7Q: 3 clusters Score -267364.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -267424.937500 Penalty: 2524.498291
	Iteration 8Q: 3 clusters Score -267424.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -267504.343750 Penalty: 2524.498291
	Iteration 9Q: 3 clusters Score -267504.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -267592.812500 Penalty: 2524.498291
	Iteration 10Q: 3 clusters Score -267592.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -267663.968750 Penalty: 2524.498291
	Iteration 11Q: 3 clusters Score -267664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -267727.062500 Penalty: 2524.498291
	Iteration 12Q: 3 clusters Score -267727.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -267770.187500 Penalty: 2524.498291
	Iteration 13Q: 3 clusters Score -267770.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -267794.468750 Penalty: 2524.498291
	Iteration 14Q: 3 clusters Score -267794.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -267808.750000 Penalty: 2524.498291
	Iteration 15Q: 3 clusters Score -267808.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -267823.562500 Penalty: 2524.498291
	Iteration 16Q: 3 clusters Score -267823.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -267839.156250 Penalty: 2524.498291
	Iteration 17Q: 3 clusters Score -267839.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -267849.343750 Penalty: 2524.498291
	Iteration 18Q: 3 clusters Score -267849.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -267864.343750 Penalty: 2524.498291
	Iteration 19Q: 3 clusters Score -267864.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -267881.562500 Penalty: 2524.498291
	Iteration 20F: 3 clusters Score -267881.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -267896.687500 Penalty: 2524.498291
	Iteration 21Q: 3 clusters Score -267896.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -267906.375000 Penalty: 2524.498291
	Iteration 22Q: 3 clusters Score -267906.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -267916.500000 Penalty: 2524.498291
	Iteration 23Q: 3 clusters Score -267916.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -267925.406250 Penalty: 2524.498291
	Iteration 24Q: 3 clusters Score -267925.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -267930.218750 Penalty: 2524.498291
	Iteration 25Q: 3 clusters Score -267930.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -267934.093750 Penalty: 2524.498291
	Iteration 26Q: 3 clusters Score -267934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -267936.156250 Penalty: 2524.498291
	Iteration 27Q: 3 clusters Score -267936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -267939.437500 Penalty: 2524.498291
	Iteration 28Q: 3 clusters Score -267939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -267943.000000 Penalty: 2524.498291
	Iteration 29Q: 3 clusters Score -267943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -267946.718750 Penalty: 2524.498291
	Iteration 30Q: 3 clusters Score -267946.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -267951.906250 Penalty: 2524.498291
	Iteration 31Q: 3 clusters Score -267951.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -267958.500000 Penalty: 2524.498291
	Iteration 32Q: 3 clusters Score -267958.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -267969.375000 Penalty: 2524.498291
	Iteration 33Q: 3 clusters Score -267969.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -267985.437500 Penalty: 2524.498291
	Iteration 34Q: 3 clusters Score -267985.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -267997.093750 Penalty: 2524.498291
	Iteration 35Q: 3 clusters Score -267997.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -268015.968750 Penalty: 2524.498291
	Iteration 36Q: 3 clusters Score -268016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -268041.843750 Penalty: 2524.498291
	Iteration 37Q: 3 clusters Score -268041.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -268085.500000 Penalty: 2524.498291
	Iteration 38Q: 3 clusters Score -268085.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -268139.375000 Penalty: 2524.498291
	Iteration 39Q: 3 clusters Score -268139.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -268221.062500 Penalty: 2524.498291
	Iteration 40F: 3 clusters Score -268221.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -268320.500000 Penalty: 2524.498291
	Iteration 41Q: 3 clusters Score -268320.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -268409.718750 Penalty: 2524.498291
	Iteration 42Q: 3 clusters Score -268409.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -268475.093750 Penalty: 2524.498291
	Iteration 43Q: 3 clusters Score -268475.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -268504.156250 Penalty: 2524.498291
	Iteration 44Q: 3 clusters Score -268504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -268521.593750 Penalty: 2524.498291
	Iteration 45Q: 3 clusters Score -268521.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -268532.562500 Penalty: 2524.498291
	Iteration 46Q: 3 clusters Score -268532.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -268541.562500 Penalty: 2524.498291
	Iteration 47Q: 3 clusters Score -268541.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -268546.843750 Penalty: 2524.498291
	Iteration 48Q: 3 clusters Score -268546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -268547.968750 Penalty: 2524.498291
	Iteration 49Q: 3 clusters Score -268548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -268548.593750 Penalty: 2524.498291
	Iteration 50Q: 3 clusters Score -268548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -268549.812500 Penalty: 2524.498291
	Iteration 51Q: 3 clusters Score -268549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -268549.812500 Penalty: 2524.498291
	Iteration 52F: 3 clusters Score -268549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -18273.091797 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18273.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17579.308594 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17579.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17675.726562 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -17675.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17698.980469 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -17698.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17717.937500 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -17717.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17730.556641 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -17730.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17744.830078 Penalty: 1731.559692
	Iteration 5Q: 3 clusters Score -17744.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -17754.451172 Penalty: 1731.559692
	Iteration 6Q: 3 clusters Score -17754.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -17755.146484 Penalty: 1731.559692
	Iteration 7Q: 3 clusters Score -17755.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -17755.146484 Penalty: 1731.559692
	Iteration 8F: 3 clusters Score -17755.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Entering Unmasked Estep 
Score: -3863141.250000 Penalty: 1692.402344
	Iteration 0F: 2 clusters Score -3863141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3840802.000000 Penalty: 3384.804688
	Iteration 0F: 3 clusters Score -3840802 nChanged 15450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3849244.250000 Penalty: 3384.804688
	Iteration 1F: 3 clusters Score -3849244 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3849552.250000 Penalty: 3384.804688
	Iteration 2Q: 3 clusters Score -3849552 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3849803.750000 Penalty: 3384.804688
	Iteration 3Q: 3 clusters Score -3849804 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3850030.750000 Penalty: 3384.804688
	Iteration 4Q: 3 clusters Score -3850031 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3850301.500000 Penalty: 3384.804688
	Iteration 5Q: 3 clusters Score -3850302 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3850548.250000 Penalty: 3384.804688
	Iteration 6Q: 3 clusters Score -3850548 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3850813.500000 Penalty: 3384.804688
	Iteration 7Q: 3 clusters Score -3850814 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3851114.250000 Penalty: 3384.804688
	Iteration 8Q: 3 clusters Score -3851114 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3851475.250000 Penalty: 3384.804688
	Iteration 9Q: 3 clusters Score -3851475 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3851975.500000 Penalty: 3384.804688
	Iteration 10Q: 3 clusters Score -3851976 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3852599.000000 Penalty: 3384.804688
	Iteration 11Q: 3 clusters Score -3852599 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3853549.500000 Penalty: 3384.804688
	Iteration 12F: 3 clusters Score -3853550 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3854713.500000 Penalty: 3384.804688
	Iteration 13F: 3 clusters Score -3854714 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3856008.000000 Penalty: 3384.804688
	Iteration 14F: 3 clusters Score -3856008 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3857163.000000 Penalty: 3384.804688
	Iteration 15F: 3 clusters Score -3857163 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3858062.500000 Penalty: 3384.804688
	Iteration 16Q: 3 clusters Score -3858062 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3858780.750000 Penalty: 3384.804688
	Iteration 17Q: 3 clusters Score -3858781 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3859374.750000 Penalty: 3384.804688
	Iteration 18Q: 3 clusters Score -3859375 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3859826.000000 Penalty: 3384.804688
	Iteration 19Q: 3 clusters Score -3859826 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3860136.500000 Penalty: 3384.804688
	Iteration 20F: 3 clusters Score -3860136 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3860393.500000 Penalty: 3384.804688
	Iteration 21Q: 3 clusters Score -3860394 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3860596.500000 Penalty: 3384.804688
	Iteration 22Q: 3 clusters Score -3860596 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3860744.500000 Penalty: 3384.804688
	Iteration 23Q: 3 clusters Score -3860744 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3860882.000000 Penalty: 3384.804688
	Iteration 24Q: 3 clusters Score -3860882 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3860993.750000 Penalty: 3384.804688
	Iteration 25Q: 3 clusters Score -3860994 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3861128.000000 Penalty: 3384.804688
	Iteration 26Q: 3 clusters Score -3861128 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3861243.250000 Penalty: 3384.804688
	Iteration 27Q: 3 clusters Score -3861243 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3861364.750000 Penalty: 3384.804688
	Iteration 28Q: 3 clusters Score -3861365 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3861505.750000 Penalty: 3384.804688
	Iteration 29Q: 3 clusters Score -3861506 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3861617.500000 Penalty: 3384.804688
	Iteration 30Q: 3 clusters Score -3861618 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3861740.750000 Penalty: 3384.804688
	Iteration 31Q: 3 clusters Score -3861741 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3861832.750000 Penalty: 3384.804688
	Iteration 32Q: 3 clusters Score -3861833 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3861902.750000 Penalty: 3384.804688
	Iteration 33Q: 3 clusters Score -3861903 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3861952.500000 Penalty: 3384.804688
	Iteration 34Q: 3 clusters Score -3861952 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3861996.750000 Penalty: 3384.804688
	Iteration 35Q: 3 clusters Score -3861997 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3862030.750000 Penalty: 3384.804688
	Iteration 36Q: 3 clusters Score -3862031 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3862061.000000 Penalty: 3384.804688
	Iteration 37Q: 3 clusters Score -3862061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3862095.750000 Penalty: 3384.804688
	Iteration 38Q: 3 clusters Score -3862096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3862118.000000 Penalty: 3384.804688
	Iteration 39Q: 3 clusters Score -3862118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3862127.000000 Penalty: 3384.804688
	Iteration 40F: 3 clusters Score -3862127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3862137.250000 Penalty: 3384.804688
	Iteration 41Q: 3 clusters Score -3862137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3862145.000000 Penalty: 3384.804688
	Iteration 42Q: 3 clusters Score -3862145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3862152.250000 Penalty: 3384.804688
	Iteration 43Q: 3 clusters Score -3862152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3862158.500000 Penalty: 3384.804688
	Iteration 44Q: 3 clusters Score -3862158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3862167.500000 Penalty: 3384.804688
	Iteration 45Q: 3 clusters Score -3862168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3862176.250000 Penalty: 3384.804688
	Iteration 46Q: 3 clusters Score -3862176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3862181.250000 Penalty: 3384.804688
	Iteration 47Q: 3 clusters Score -3862181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3862180.000000 Penalty: 3384.804688
	Iteration 48Q: 3 clusters Score -3862180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3862179.500000 Penalty: 3384.804688
	Iteration 49Q: 3 clusters Score -3862180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3862180.500000 Penalty: 3384.804688
	Iteration 50Q: 3 clusters Score -3862180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3862182.750000 Penalty: 3384.804688
	Iteration 51Q: 3 clusters Score -3862183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3862183.750000 Penalty: 3384.804688
	Iteration 52Q: 3 clusters Score -3862184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3862188.000000 Penalty: 3384.804688
	Iteration 53Q: 3 clusters Score -3862188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3862190.000000 Penalty: 3384.804688
	Iteration 54Q: 3 clusters Score -3862190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3862190.000000 Penalty: 3384.804688
	Iteration 55F: 3 clusters Score -3862190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Entering Unmasked Estep 
Score: -440254.812500 Penalty: 1348.755127
	Iteration 0F: 2 clusters Score -440254.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -436935.093750 Penalty: 2697.510254
	Iteration 0F: 3 clusters Score -436935.1 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -437920.718750 Penalty: 2697.510254
	Iteration 1F: 3 clusters Score -437920.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -438178.125000 Penalty: 2697.510254
	Iteration 2F: 3 clusters Score -438178.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -438378.843750 Penalty: 2697.510254
	Iteration 3F: 3 clusters Score -438378.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -438580.031250 Penalty: 2697.510254
	Iteration 4F: 3 clusters Score -438580 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -438758.437500 Penalty: 2697.510254
	Iteration 5F: 3 clusters Score -438758.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -438910.281250 Penalty: 2697.510254
	Iteration 6Q: 3 clusters Score -438910.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -439051.281250 Penalty: 2697.510254
	Iteration 7Q: 3 clusters Score -439051.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -439143.906250 Penalty: 2697.510254
	Iteration 8Q: 3 clusters Score -439143.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -439202.906250 Penalty: 2697.510254
	Iteration 9Q: 3 clusters Score -439202.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -439235.843750 Penalty: 2697.510254
	Iteration 10Q: 3 clusters Score -439235.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -439250.593750 Penalty: 2697.510254
	Iteration 11Q: 3 clusters Score -439250.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -439260.000000 Penalty: 2697.510254
	Iteration 12Q: 3 clusters Score -439260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -439263.812500 Penalty: 2697.510254
	Iteration 13Q: 3 clusters Score -439263.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -439269.718750 Penalty: 2697.510254
	Iteration 14Q: 3 clusters Score -439269.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -439272.156250 Penalty: 2697.510254
	Iteration 15Q: 3 clusters Score -439272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -439276.718750 Penalty: 2697.510254
	Iteration 16Q: 3 clusters Score -439276.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -439279.812500 Penalty: 2697.510254
	Iteration 17Q: 3 clusters Score -439279.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -439280.843750 Penalty: 2697.510254
	Iteration 18Q: 3 clusters Score -439280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -439282.937500 Penalty: 2697.510254
	Iteration 19Q: 3 clusters Score -439282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -439283.531250 Penalty: 2697.510254
	Iteration 20F: 3 clusters Score -439283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -439284.625000 Penalty: 2697.510254
	Iteration 21Q: 3 clusters Score -439284.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -439286.593750 Penalty: 2697.510254
	Iteration 22Q: 3 clusters Score -439286.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -439287.437500 Penalty: 2697.510254
	Iteration 23Q: 3 clusters Score -439287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -439288.375000 Penalty: 2697.510254
	Iteration 24Q: 3 clusters Score -439288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -439288.968750 Penalty: 2697.510254
	Iteration 25Q: 3 clusters Score -439289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -439290.312500 Penalty: 2697.510254
	Iteration 26Q: 3 clusters Score -439290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -439291.656250 Penalty: 2697.510254
	Iteration 27Q: 3 clusters Score -439291.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -439292.437500 Penalty: 2697.510254
	Iteration 28Q: 3 clusters Score -439292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -439294.156250 Penalty: 2697.510254
	Iteration 29Q: 3 clusters Score -439294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -439296.750000 Penalty: 2697.510254
	Iteration 30Q: 3 clusters Score -439296.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -439298.437500 Penalty: 2697.510254
	Iteration 31Q: 3 clusters Score -439298.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -439303.000000 Penalty: 2697.510254
	Iteration 32Q: 3 clusters Score -439303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -439306.218750 Penalty: 2697.510254
	Iteration 33Q: 3 clusters Score -439306.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -439310.156250 Penalty: 2697.510254
	Iteration 34Q: 3 clusters Score -439310.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -439316.156250 Penalty: 2697.510254
	Iteration 35Q: 3 clusters Score -439316.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -439323.343750 Penalty: 2697.510254
	Iteration 36Q: 3 clusters Score -439323.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -439330.781250 Penalty: 2697.510254
	Iteration 37Q: 3 clusters Score -439330.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -439334.937500 Penalty: 2697.510254
	Iteration 38Q: 3 clusters Score -439334.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -439340.968750 Penalty: 2697.510254
	Iteration 39Q: 3 clusters Score -439341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -439344.937500 Penalty: 2697.510254
	Iteration 40F: 3 clusters Score -439344.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -439348.593750 Penalty: 2697.510254
	Iteration 41Q: 3 clusters Score -439348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -439351.218750 Penalty: 2697.510254
	Iteration 42Q: 3 clusters Score -439351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -439351.687500 Penalty: 2697.510254
	Iteration 43Q: 3 clusters Score -439351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -439352.750000 Penalty: 2697.510254
	Iteration 44Q: 3 clusters Score -439352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -439354.781250 Penalty: 2697.510254
	Iteration 45Q: 3 clusters Score -439354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -439356.937500 Penalty: 2697.510254
	Iteration 46Q: 3 clusters Score -439356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -439358.312500 Penalty: 2697.510254
	Iteration 47Q: 3 clusters Score -439358.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -439361.625000 Penalty: 2697.510254
	Iteration 48Q: 3 clusters Score -439361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -439362.812500 Penalty: 2697.510254
	Iteration 49Q: 3 clusters Score -439362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -439362.812500 Penalty: 2697.510254
	Iteration 50F: 3 clusters Score -439362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -448228.843750 Penalty: 1341.107178
	Iteration 0F: 2 clusters Score -448228.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -444938.343750 Penalty: 2682.214355
	Iteration 0F: 3 clusters Score -444938.3 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -445743.812500 Penalty: 2682.214355
	Iteration 1F: 3 clusters Score -445743.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -445899.843750 Penalty: 2682.214355
	Iteration 2F: 3 clusters Score -445899.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -446003.031250 Penalty: 2682.214355
	Iteration 3F: 3 clusters Score -446003 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -446072.687500 Penalty: 2682.214355
	Iteration 4Q: 3 clusters Score -446072.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -446128.312500 Penalty: 2682.214355
	Iteration 5Q: 3 clusters Score -446128.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -446170.937500 Penalty: 2682.214355
	Iteration 6Q: 3 clusters Score -446170.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -446198.031250 Penalty: 2682.214355
	Iteration 7Q: 3 clusters Score -446198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -446215.750000 Penalty: 2682.214355
	Iteration 8Q: 3 clusters Score -446215.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -446231.000000 Penalty: 2682.214355
	Iteration 9Q: 3 clusters Score -446231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -446244.000000 Penalty: 2682.214355
	Iteration 10Q: 3 clusters Score -446244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -446258.062500 Penalty: 2682.214355
	Iteration 11Q: 3 clusters Score -446258.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -446275.468750 Penalty: 2682.214355
	Iteration 12Q: 3 clusters Score -446275.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -446289.187500 Penalty: 2682.214355
	Iteration 13Q: 3 clusters Score -446289.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -446303.843750 Penalty: 2682.214355
	Iteration 14Q: 3 clusters Score -446303.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -446315.062500 Penalty: 2682.214355
	Iteration 15Q: 3 clusters Score -446315.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -446322.812500 Penalty: 2682.214355
	Iteration 16Q: 3 clusters Score -446322.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -446328.687500 Penalty: 2682.214355
	Iteration 17Q: 3 clusters Score -446328.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -446335.062500 Penalty: 2682.214355
	Iteration 18Q: 3 clusters Score -446335.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -446344.062500 Penalty: 2682.214355
	Iteration 19Q: 3 clusters Score -446344.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -446351.343750 Penalty: 2682.214355
	Iteration 20F: 3 clusters Score -446351.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -446359.750000 Penalty: 2682.214355
	Iteration 21Q: 3 clusters Score -446359.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -446369.781250 Penalty: 2682.214355
	Iteration 22Q: 3 clusters Score -446369.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -446378.937500 Penalty: 2682.214355
	Iteration 23Q: 3 clusters Score -446378.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -446390.093750 Penalty: 2682.214355
	Iteration 24Q: 3 clusters Score -446390.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -446401.343750 Penalty: 2682.214355
	Iteration 25Q: 3 clusters Score -446401.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -446409.500000 Penalty: 2682.214355
	Iteration 26Q: 3 clusters Score -446409.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -446416.125000 Penalty: 2682.214355
	Iteration 27Q: 3 clusters Score -446416.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -446425.500000 Penalty: 2682.214355
	Iteration 28Q: 3 clusters Score -446425.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -446433.093750 Penalty: 2682.214355
	Iteration 29Q: 3 clusters Score -446433.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -446440.031250 Penalty: 2682.214355
	Iteration 30Q: 3 clusters Score -446440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -446451.218750 Penalty: 2682.214355
	Iteration 31Q: 3 clusters Score -446451.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -446461.093750 Penalty: 2682.214355
	Iteration 32Q: 3 clusters Score -446461.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -446475.250000 Penalty: 2682.214355
	Iteration 33Q: 3 clusters Score -446475.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -446489.500000 Penalty: 2682.214355
	Iteration 34Q: 3 clusters Score -446489.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -446502.531250 Penalty: 2682.214355
	Iteration 35Q: 3 clusters Score -446502.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -446515.250000 Penalty: 2682.214355
	Iteration 36Q: 3 clusters Score -446515.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -446528.437500 Penalty: 2682.214355
	Iteration 37Q: 3 clusters Score -446528.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -446539.937500 Penalty: 2682.214355
	Iteration 38Q: 3 clusters Score -446539.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -446547.187500 Penalty: 2682.214355
	Iteration 39Q: 3 clusters Score -446547.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -446555.562500 Penalty: 2682.214355
	Iteration 40F: 3 clusters Score -446555.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -446564.937500 Penalty: 2682.214355
	Iteration 41Q: 3 clusters Score -446564.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -446575.343750 Penalty: 2682.214355
	Iteration 42Q: 3 clusters Score -446575.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -446581.593750 Penalty: 2682.214355
	Iteration 43Q: 3 clusters Score -446581.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -446590.750000 Penalty: 2682.214355
	Iteration 44Q: 3 clusters Score -446590.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -446602.562500 Penalty: 2682.214355
	Iteration 45Q: 3 clusters Score -446602.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -446614.250000 Penalty: 2682.214355
	Iteration 46Q: 3 clusters Score -446614.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -446627.187500 Penalty: 2682.214355
	Iteration 47Q: 3 clusters Score -446627.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -446634.968750 Penalty: 2682.214355
	Iteration 48Q: 3 clusters Score -446635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -446642.375000 Penalty: 2682.214355
	Iteration 49Q: 3 clusters Score -446642.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -446645.875000 Penalty: 2682.214355
	Iteration 50Q: 3 clusters Score -446645.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -446651.656250 Penalty: 2682.214355
	Iteration 51Q: 3 clusters Score -446651.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -446657.843750 Penalty: 2682.214355
	Iteration 52Q: 3 clusters Score -446657.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -446665.031250 Penalty: 2682.214355
	Iteration 53Q: 3 clusters Score -446665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -446675.687500 Penalty: 2682.214355
	Iteration 54Q: 3 clusters Score -446675.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -446686.500000 Penalty: 2682.214355
	Iteration 55Q: 3 clusters Score -446686.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -446695.093750 Penalty: 2682.214355
	Iteration 56Q: 3 clusters Score -446695.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -446701.843750 Penalty: 2682.214355
	Iteration 57Q: 3 clusters Score -446701.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -446708.812500 Penalty: 2682.214355
	Iteration 58Q: 3 clusters Score -446708.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -446715.312500 Penalty: 2682.214355
	Iteration 59Q: 3 clusters Score -446715.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -446722.718750 Penalty: 2682.214355
	Iteration 60F: 3 clusters Score -446722.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -446731.437500 Penalty: 2682.214355
	Iteration 61Q: 3 clusters Score -446731.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -446743.312500 Penalty: 2682.214355
	Iteration 62Q: 3 clusters Score -446743.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -446752.468750 Penalty: 2682.214355
	Iteration 63Q: 3 clusters Score -446752.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -446759.156250 Penalty: 2682.214355
	Iteration 64Q: 3 clusters Score -446759.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -446770.906250 Penalty: 2682.214355
	Iteration 65Q: 3 clusters Score -446770.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -446782.406250 Penalty: 2682.214355
	Iteration 66Q: 3 clusters Score -446782.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -446789.656250 Penalty: 2682.214355
	Iteration 67Q: 3 clusters Score -446789.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -446795.968750 Penalty: 2682.214355
	Iteration 68Q: 3 clusters Score -446796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -446800.718750 Penalty: 2682.214355
	Iteration 69Q: 3 clusters Score -446800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -446804.718750 Penalty: 2682.214355
	Iteration 70Q: 3 clusters Score -446804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -446805.125000 Penalty: 2682.214355
	Iteration 71Q: 3 clusters Score -446805.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -446807.687500 Penalty: 2682.214355
	Iteration 72Q: 3 clusters Score -446807.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -446811.125000 Penalty: 2682.214355
	Iteration 73Q: 3 clusters Score -446811.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -446813.750000 Penalty: 2682.214355
	Iteration 74Q: 3 clusters Score -446813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -446814.562500 Penalty: 2682.214355
	Iteration 75Q: 3 clusters Score -446814.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -446817.843750 Penalty: 2682.214355
	Iteration 76Q: 3 clusters Score -446817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -446820.468750 Penalty: 2682.214355
	Iteration 77Q: 3 clusters Score -446820.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -446825.906250 Penalty: 2682.214355
	Iteration 78Q: 3 clusters Score -446825.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -446832.187500 Penalty: 2682.214355
	Iteration 79Q: 3 clusters Score -446832.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -446838.906250 Penalty: 2682.214355
	Iteration 80F: 3 clusters Score -446838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -446842.062500 Penalty: 2682.214355
	Iteration 81Q: 3 clusters Score -446842.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -446848.656250 Penalty: 2682.214355
	Iteration 82Q: 3 clusters Score -446848.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -446854.468750 Penalty: 2682.214355
	Iteration 83Q: 3 clusters Score -446854.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -446858.718750 Penalty: 2682.214355
	Iteration 84Q: 3 clusters Score -446858.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -446866.437500 Penalty: 2682.214355
	Iteration 85Q: 3 clusters Score -446866.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -446876.531250 Penalty: 2682.214355
	Iteration 86Q: 3 clusters Score -446876.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -446883.031250 Penalty: 2682.214355
	Iteration 87Q: 3 clusters Score -446883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -446887.375000 Penalty: 2682.214355
	Iteration 88Q: 3 clusters Score -446887.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -446890.000000 Penalty: 2682.214355
	Iteration 89Q: 3 clusters Score -446890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -446898.343750 Penalty: 2682.214355
	Iteration 90Q: 3 clusters Score -446898.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -446905.718750 Penalty: 2682.214355
	Iteration 91Q: 3 clusters Score -446905.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -446912.812500 Penalty: 2682.214355
	Iteration 92Q: 3 clusters Score -446912.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -446919.906250 Penalty: 2682.214355
	Iteration 93Q: 3 clusters Score -446919.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -446930.718750 Penalty: 2682.214355
	Iteration 94Q: 3 clusters Score -446930.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -446937.031250 Penalty: 2682.214355
	Iteration 95Q: 3 clusters Score -446937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -446943.250000 Penalty: 2682.214355
	Iteration 96Q: 3 clusters Score -446943.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -446951.812500 Penalty: 2682.214355
	Iteration 97Q: 3 clusters Score -446951.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -446958.187500 Penalty: 2682.214355
	Iteration 98Q: 3 clusters Score -446958.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -446961.593750 Penalty: 2682.214355
	Iteration 99Q: 3 clusters Score -446961.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -446965.250000 Penalty: 2682.214355
	Iteration 100F: 3 clusters Score -446965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -446967.156250 Penalty: 2682.214355
	Iteration 101Q: 3 clusters Score -446967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -446968.656250 Penalty: 2682.214355
	Iteration 102Q: 3 clusters Score -446968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -446970.875000 Penalty: 2682.214355
	Iteration 103Q: 3 clusters Score -446970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -446975.687500 Penalty: 2682.214355
	Iteration 104Q: 3 clusters Score -446975.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -446976.906250 Penalty: 2682.214355
	Iteration 105Q: 3 clusters Score -446976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -446978.125000 Penalty: 2682.214355
	Iteration 106Q: 3 clusters Score -446978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -446979.437500 Penalty: 2682.214355
	Iteration 107Q: 3 clusters Score -446979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -446980.031250 Penalty: 2682.214355
	Iteration 108Q: 3 clusters Score -446980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -446980.031250 Penalty: 2682.214355
	Iteration 109F: 3 clusters Score -446980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -333062.687500 Penalty: 1295.357544
	Iteration 0F: 2 clusters Score -333062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -330450.468750 Penalty: 2590.715088
	Iteration 0F: 3 clusters Score -330450.5 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -331086.406250 Penalty: 2590.715088
	Iteration 1F: 3 clusters Score -331086.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -331205.343750 Penalty: 2590.715088
	Iteration 2F: 3 clusters Score -331205.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -331265.062500 Penalty: 2590.715088
	Iteration 3Q: 3 clusters Score -331265.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -331302.375000 Penalty: 2590.715088
	Iteration 4Q: 3 clusters Score -331302.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -331335.312500 Penalty: 2590.715088
	Iteration 5Q: 3 clusters Score -331335.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -331366.500000 Penalty: 2590.715088
	Iteration 6Q: 3 clusters Score -331366.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -331398.343750 Penalty: 2590.715088
	Iteration 7Q: 3 clusters Score -331398.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -331423.031250 Penalty: 2590.715088
	Iteration 8Q: 3 clusters Score -331423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -331442.687500 Penalty: 2590.715088
	Iteration 9Q: 3 clusters Score -331442.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -331453.750000 Penalty: 2590.715088
	Iteration 10Q: 3 clusters Score -331453.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -331462.687500 Penalty: 2590.715088
	Iteration 11Q: 3 clusters Score -331462.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -331478.437500 Penalty: 2590.715088
	Iteration 12Q: 3 clusters Score -331478.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -331494.843750 Penalty: 2590.715088
	Iteration 13Q: 3 clusters Score -331494.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -331507.031250 Penalty: 2590.715088
	Iteration 14Q: 3 clusters Score -331507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -331521.062500 Penalty: 2590.715088
	Iteration 15Q: 3 clusters Score -331521.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -331530.500000 Penalty: 2590.715088
	Iteration 16Q: 3 clusters Score -331530.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -331537.250000 Penalty: 2590.715088
	Iteration 17Q: 3 clusters Score -331537.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -331541.656250 Penalty: 2590.715088
	Iteration 18Q: 3 clusters Score -331541.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -331543.375000 Penalty: 2590.715088
	Iteration 19Q: 3 clusters Score -331543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -331544.156250 Penalty: 2590.715088
	Iteration 20F: 3 clusters Score -331544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -331545.218750 Penalty: 2590.715088
	Iteration 21Q: 3 clusters Score -331545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -331545.968750 Penalty: 2590.715088
	Iteration 22Q: 3 clusters Score -331546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -331546.031250 Penalty: 2590.715088
	Iteration 23Q: 3 clusters Score -331546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -331546.531250 Penalty: 2590.715088
	Iteration 24Q: 3 clusters Score -331546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -331546.531250 Penalty: 2590.715088
	Iteration 25F: 3 clusters Score -331546.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14430.957031 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14430.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13817.514648 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13817.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13948.790039 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -13948.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13987.518555 Penalty: 1718.686768
	Iteration 2Q: 3 clusters Score -13987.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14008.363281 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -14008.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14015.056641 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -14015.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14021.322266 Penalty: 1718.686768
	Iteration 5Q: 3 clusters Score -14021.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14024.786133 Penalty: 1718.686768
	Iteration 6Q: 3 clusters Score -14024.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14028.858398 Penalty: 1718.686768
	Iteration 7Q: 3 clusters Score -14028.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14037.192383 Penalty: 1718.686768
	Iteration 8Q: 3 clusters Score -14037.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14038.517578 Penalty: 1718.686768
	Iteration 9Q: 3 clusters Score -14038.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14078.565430 Penalty: 1718.686768
	Iteration 10Q: 3 clusters Score -14078.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14092.646484 Penalty: 1718.686768
	Iteration 11Q: 3 clusters Score -14092.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14096.051758 Penalty: 1718.686768
	Iteration 12Q: 3 clusters Score -14096.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14101.799805 Penalty: 1718.686768
	Iteration 13Q: 3 clusters Score -14101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14105.187500 Penalty: 1718.686768
	Iteration 14Q: 3 clusters Score -14105.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14107.497070 Penalty: 1718.686768
	Iteration 15F: 3 clusters Score -14107.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14113.205078 Penalty: 1718.686768
	Iteration 16Q: 3 clusters Score -14113.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14121.527344 Penalty: 1718.686768
	Iteration 17Q: 3 clusters Score -14121.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14169.333008 Penalty: 1718.686768
	Iteration 18Q: 3 clusters Score -14169.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14190.594727 Penalty: 1718.686768
	Iteration 19Q: 3 clusters Score -14190.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14195.563477 Penalty: 1718.686768
	Iteration 20F: 3 clusters Score -14195.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14198.189453 Penalty: 1718.686768
	Iteration 21Q: 3 clusters Score -14198.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14198.189453 Penalty: 1718.686768
	Iteration 22F: 3 clusters Score -14198.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Entering Unmasked Estep 
Score: -537377.875000 Penalty: 1368.611206
	Iteration 0F: 2 clusters Score -537377.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -533702.562500 Penalty: 2737.222412
	Iteration 0F: 3 clusters Score -533702.6 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -534678.687500 Penalty: 2737.222412
	Iteration 1F: 3 clusters Score -534678.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -534834.937500 Penalty: 2737.222412
	Iteration 2F: 3 clusters Score -534834.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -534928.062500 Penalty: 2737.222412
	Iteration 3Q: 3 clusters Score -534928.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -535006.187500 Penalty: 2737.222412
	Iteration 4Q: 3 clusters Score -535006.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -535066.562500 Penalty: 2737.222412
	Iteration 5Q: 3 clusters Score -535066.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -535120.000000 Penalty: 2737.222412
	Iteration 6Q: 3 clusters Score -535120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -535170.875000 Penalty: 2737.222412
	Iteration 7Q: 3 clusters Score -535170.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -535213.187500 Penalty: 2737.222412
	Iteration 8Q: 3 clusters Score -535213.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -535266.562500 Penalty: 2737.222412
	Iteration 9Q: 3 clusters Score -535266.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -535329.750000 Penalty: 2737.222412
	Iteration 10Q: 3 clusters Score -535329.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -535392.250000 Penalty: 2737.222412
	Iteration 11Q: 3 clusters Score -535392.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -535462.187500 Penalty: 2737.222412
	Iteration 12Q: 3 clusters Score -535462.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -535550.562500 Penalty: 2737.222412
	Iteration 13Q: 3 clusters Score -535550.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -535652.687500 Penalty: 2737.222412
	Iteration 14Q: 3 clusters Score -535652.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -535733.375000 Penalty: 2737.222412
	Iteration 15Q: 3 clusters Score -535733.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -535788.937500 Penalty: 2737.222412
	Iteration 16Q: 3 clusters Score -535788.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -535823.875000 Penalty: 2737.222412
	Iteration 17Q: 3 clusters Score -535823.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -535851.937500 Penalty: 2737.222412
	Iteration 18Q: 3 clusters Score -535851.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -535870.375000 Penalty: 2737.222412
	Iteration 19Q: 3 clusters Score -535870.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -535879.687500 Penalty: 2737.222412
	Iteration 20F: 3 clusters Score -535879.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -535886.875000 Penalty: 2737.222412
	Iteration 21Q: 3 clusters Score -535886.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -535896.687500 Penalty: 2737.222412
	Iteration 22Q: 3 clusters Score -535896.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -535905.062500 Penalty: 2737.222412
	Iteration 23Q: 3 clusters Score -535905.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -535913.000000 Penalty: 2737.222412
	Iteration 24Q: 3 clusters Score -535913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -535919.375000 Penalty: 2737.222412
	Iteration 25Q: 3 clusters Score -535919.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -535923.875000 Penalty: 2737.222412
	Iteration 26Q: 3 clusters Score -535923.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -535926.937500 Penalty: 2737.222412
	Iteration 27Q: 3 clusters Score -535926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -535930.750000 Penalty: 2737.222412
	Iteration 28Q: 3 clusters Score -535930.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -535934.187500 Penalty: 2737.222412
	Iteration 29Q: 3 clusters Score -535934.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -535937.312500 Penalty: 2737.222412
	Iteration 30Q: 3 clusters Score -535937.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -535938.062500 Penalty: 2737.222412
	Iteration 31Q: 3 clusters Score -535938.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -535939.687500 Penalty: 2737.222412
	Iteration 32Q: 3 clusters Score -535939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -535939.750000 Penalty: 2737.222412
	Iteration 33Q: 3 clusters Score -535939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -535939.750000 Penalty: 2737.222412
	Iteration 34Q: 3 clusters Score -535939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -535939.750000 Penalty: 2737.222412
	Iteration 35F: 3 clusters Score -535939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Entering Unmasked Estep 
Score: -11581755.000000 Penalty: 1869.190918
	Iteration 0F: 2 clusters Score -1.158176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -11518494.000000 Penalty: 3738.381836
	Iteration 0F: 3 clusters Score -1.151849e+07 nChanged 47363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -11545829.000000 Penalty: 3738.381836
	Iteration 1F: 3 clusters Score -1.154583e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -11546518.000000 Penalty: 3738.381836
	Iteration 2Q: 3 clusters Score -1.154652e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -11547130.000000 Penalty: 3738.381836
	Iteration 3Q: 3 clusters Score -1.154713e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -11548046.000000 Penalty: 3738.381836
	Iteration 4Q: 3 clusters Score -1.154805e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -11549353.000000 Penalty: 3738.381836
	Iteration 5Q: 3 clusters Score -1.154935e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -11551346.000000 Penalty: 3738.381836
	Iteration 6Q: 3 clusters Score -1.155135e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -11554519.000000 Penalty: 3738.381836
	Iteration 7F: 3 clusters Score -1.155452e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -11559094.000000 Penalty: 3738.381836
	Iteration 8F: 3 clusters Score -1.155909e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -11564351.000000 Penalty: 3738.381836
	Iteration 9F: 3 clusters Score -1.156435e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -11568914.000000 Penalty: 3738.381836
	Iteration 10F: 3 clusters Score -1.156891e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -11571796.000000 Penalty: 3738.381836
	Iteration 11Q: 3 clusters Score -1.15718e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -11573543.000000 Penalty: 3738.381836
	Iteration 12Q: 3 clusters Score -1.157354e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -11574639.000000 Penalty: 3738.381836
	Iteration 13Q: 3 clusters Score -1.157464e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -11575661.000000 Penalty: 3738.381836
	Iteration 14Q: 3 clusters Score -1.157566e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -11576639.000000 Penalty: 3738.381836
	Iteration 15Q: 3 clusters Score -1.157664e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -11577387.000000 Penalty: 3738.381836
	Iteration 16Q: 3 clusters Score -1.157739e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -11578030.000000 Penalty: 3738.381836
	Iteration 17Q: 3 clusters Score -1.157803e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -11578653.000000 Penalty: 3738.381836
	Iteration 18Q: 3 clusters Score -1.157865e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95112 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -11579084.000000 Penalty: 3738.381836
	Iteration 19Q: 3 clusters Score -1.157908e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -11579477.000000 Penalty: 3738.381836
	Iteration 20F: 3 clusters Score -1.157948e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -11579718.000000 Penalty: 3738.381836
	Iteration 21Q: 3 clusters Score -1.157972e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -11579920.000000 Penalty: 3738.381836
	Iteration 22Q: 3 clusters Score -1.157992e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -11580062.000000 Penalty: 3738.381836
	Iteration 23Q: 3 clusters Score -1.158006e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -11580213.000000 Penalty: 3738.381836
	Iteration 24Q: 3 clusters Score -1.158021e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97335 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -11580299.000000 Penalty: 3738.381836
	Iteration 25Q: 3 clusters Score -1.15803e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97442 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11580365.000000 Penalty: 3738.381836
	Iteration 26Q: 3 clusters Score -1.158036e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97514 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11580398.000000 Penalty: 3738.381836
	Iteration 27Q: 3 clusters Score -1.15804e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97581 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -11580438.000000 Penalty: 3738.381836
	Iteration 28Q: 3 clusters Score -1.158044e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11580443.000000 Penalty: 3738.381836
	Iteration 29Q: 3 clusters Score -1.158044e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97658 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11580427.000000 Penalty: 3738.381836
	Iteration 30Q: 3 clusters Score -1.158043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11580438.000000 Penalty: 3738.381836
	Iteration 31Q: 3 clusters Score -1.158044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -11580442.000000 Penalty: 3738.381836
	Iteration 32Q: 3 clusters Score -1.158044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -11580446.000000 Penalty: 3738.381836
	Iteration 33Q: 3 clusters Score -1.158045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -11580452.000000 Penalty: 3738.381836
	Iteration 34Q: 3 clusters Score -1.158045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97728 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11580465.000000 Penalty: 3738.381836
	Iteration 35Q: 3 clusters Score -1.158046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97741 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11580465.000000 Penalty: 3738.381836
	Iteration 36Q: 3 clusters Score -1.158046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97747 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -11580460.000000 Penalty: 3738.381836
	Iteration 37Q: 3 clusters Score -1.158046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11580472.000000 Penalty: 3738.381836
	Iteration 38Q: 3 clusters Score -1.158047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97771 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11580474.000000 Penalty: 3738.381836
	Iteration 39Q: 3 clusters Score -1.158047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97779 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11580477.000000 Penalty: 3738.381836
	Iteration 40F: 3 clusters Score -1.158048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -11580473.000000 Penalty: 3738.381836
	Iteration 41Q: 3 clusters Score -1.158047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -11580472.000000 Penalty: 3738.381836
	Iteration 42Q: 3 clusters Score -1.158047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97797 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11580462.000000 Penalty: 3738.381836
	Iteration 43Q: 3 clusters Score -1.158046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11580466.000000 Penalty: 3738.381836
	Iteration 44Q: 3 clusters Score -1.158047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97813 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -11580464.000000 Penalty: 3738.381836
	Iteration 45Q: 3 clusters Score -1.158046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -11580460.000000 Penalty: 3738.381836
	Iteration 46Q: 3 clusters Score -1.158046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97823 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11580459.000000 Penalty: 3738.381836
	Iteration 47Q: 3 clusters Score -1.158046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97824 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11580450.000000 Penalty: 3738.381836
	Iteration 48Q: 3 clusters Score -1.158045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11580459.000000 Penalty: 3738.381836
	Iteration 49Q: 3 clusters Score -1.158046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11580463.000000 Penalty: 3738.381836
	Iteration 50Q: 3 clusters Score -1.158046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11580467.000000 Penalty: 3738.381836
	Iteration 51Q: 3 clusters Score -1.158047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11580459.000000 Penalty: 3738.381836
	Iteration 52Q: 3 clusters Score -1.158046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -11580467.000000 Penalty: 3738.381836
	Iteration 53Q: 3 clusters Score -1.158047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -11580467.000000 Penalty: 3738.381836
	Iteration 54F: 3 clusters Score -1.158047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128665 members 
Entering Unmasked Estep 
Score: -14788074.000000 Penalty: 1911.807129
	Iteration 0F: 2 clusters Score -1.478807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -14706369.000000 Penalty: 3823.614258
	Iteration 0F: 3 clusters Score -1.470637e+07 nChanged 61681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -14742560.000000 Penalty: 3823.614258
	Iteration 1F: 3 clusters Score -1.474256e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -14743204.000000 Penalty: 3823.614258
	Iteration 2Q: 3 clusters Score -1.47432e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -14743785.000000 Penalty: 3823.614258
	Iteration 3Q: 3 clusters Score -1.474378e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -14744595.000000 Penalty: 3823.614258
	Iteration 4Q: 3 clusters Score -1.47446e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -14745439.000000 Penalty: 3823.614258
	Iteration 5Q: 3 clusters Score -1.474544e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -14746574.000000 Penalty: 3823.614258
	Iteration 6Q: 3 clusters Score -1.474657e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -14748221.000000 Penalty: 3823.614258
	Iteration 7Q: 3 clusters Score -1.474822e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -14750924.000000 Penalty: 3823.614258
	Iteration 8Q: 3 clusters Score -1.475092e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -14754779.000000 Penalty: 3823.614258
	Iteration 9F: 3 clusters Score -1.475478e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -14760153.000000 Penalty: 3823.614258
	Iteration 10F: 3 clusters Score -1.476015e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -14766890.000000 Penalty: 3823.614258
	Iteration 11F: 3 clusters Score -1.476689e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108754 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -14773634.000000 Penalty: 3823.614258
	Iteration 12F: 3 clusters Score -1.477363e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116259 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -14779126.000000 Penalty: 3823.614258
	Iteration 13F: 3 clusters Score -1.477913e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121836 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -14782781.000000 Penalty: 3823.614258
	Iteration 14Q: 3 clusters Score -1.478278e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125288 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -14784603.000000 Penalty: 3823.614258
	Iteration 15Q: 3 clusters Score -1.47846e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127041 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -14785510.000000 Penalty: 3823.614258
	Iteration 16Q: 3 clusters Score -1.478551e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127819 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14785889.000000 Penalty: 3823.614258
	Iteration 17Q: 3 clusters Score -1.478589e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128155 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -14786107.000000 Penalty: 3823.614258
	Iteration 18Q: 3 clusters Score -1.478611e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14786239.000000 Penalty: 3823.614258
	Iteration 19Q: 3 clusters Score -1.478624e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128372 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14786312.000000 Penalty: 3823.614258
	Iteration 20F: 3 clusters Score -1.478631e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128403 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14786337.000000 Penalty: 3823.614258
	Iteration 21Q: 3 clusters Score -1.478634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128415 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14786344.000000 Penalty: 3823.614258
	Iteration 22Q: 3 clusters Score -1.478634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128424 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14786353.000000 Penalty: 3823.614258
	Iteration 23Q: 3 clusters Score -1.478635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128431 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14786369.000000 Penalty: 3823.614258
	Iteration 24Q: 3 clusters Score -1.478637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128433 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14786370.000000 Penalty: 3823.614258
	Iteration 25Q: 3 clusters Score -1.478637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128436 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14786376.000000 Penalty: 3823.614258
	Iteration 26Q: 3 clusters Score -1.478638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128438 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14786367.000000 Penalty: 3823.614258
	Iteration 27Q: 3 clusters Score -1.478637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128440 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14786374.000000 Penalty: 3823.614258
	Iteration 28Q: 3 clusters Score -1.478637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128442 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14786372.000000 Penalty: 3823.614258
	Iteration 29Q: 3 clusters Score -1.478637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128443 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14786375.000000 Penalty: 3823.614258
	Iteration 30Q: 3 clusters Score -1.478638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128445 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14786388.000000 Penalty: 3823.614258
	Iteration 31Q: 3 clusters Score -1.478639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128443 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14786383.000000 Penalty: 3823.614258
	Iteration 32Q: 3 clusters Score -1.478638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128443 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14786389.000000 Penalty: 3823.614258
	Iteration 33Q: 3 clusters Score -1.478639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128447 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14786400.000000 Penalty: 3823.614258
	Iteration 34Q: 3 clusters Score -1.47864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128448 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14786407.000000 Penalty: 3823.614258
	Iteration 35Q: 3 clusters Score -1.478641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128448 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14786407.000000 Penalty: 3823.614258
	Iteration 36F: 3 clusters Score -1.478641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -348544.187500 Penalty: 1301.683472
	Iteration 0F: 2 clusters Score -348544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -345843.906250 Penalty: 2603.366943
	Iteration 0F: 3 clusters Score -345843.9 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -346493.375000 Penalty: 2603.366943
	Iteration 1F: 3 clusters Score -346493.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -346623.468750 Penalty: 2603.366943
	Iteration 2F: 3 clusters Score -346623.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -346700.062500 Penalty: 2603.366943
	Iteration 3Q: 3 clusters Score -346700.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -346730.218750 Penalty: 2603.366943
	Iteration 4Q: 3 clusters Score -346730.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -346752.437500 Penalty: 2603.366943
	Iteration 5Q: 3 clusters Score -346752.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -346772.687500 Penalty: 2603.366943
	Iteration 6Q: 3 clusters Score -346772.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -346787.468750 Penalty: 2603.366943
	Iteration 7Q: 3 clusters Score -346787.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -346805.437500 Penalty: 2603.366943
	Iteration 8Q: 3 clusters Score -346805.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -346825.875000 Penalty: 2603.366943
	Iteration 9Q: 3 clusters Score -346825.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -346846.312500 Penalty: 2603.366943
	Iteration 10Q: 3 clusters Score -346846.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -346866.218750 Penalty: 2603.366943
	Iteration 11Q: 3 clusters Score -346866.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -346882.531250 Penalty: 2603.366943
	Iteration 12Q: 3 clusters Score -346882.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -346894.968750 Penalty: 2603.366943
	Iteration 13Q: 3 clusters Score -346895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -346913.875000 Penalty: 2603.366943
	Iteration 14Q: 3 clusters Score -346913.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -346933.343750 Penalty: 2603.366943
	Iteration 15Q: 3 clusters Score -346933.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -346949.468750 Penalty: 2603.366943
	Iteration 16Q: 3 clusters Score -346949.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -346969.125000 Penalty: 2603.366943
	Iteration 17Q: 3 clusters Score -346969.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -346984.562500 Penalty: 2603.366943
	Iteration 18Q: 3 clusters Score -346984.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -346999.000000 Penalty: 2603.366943
	Iteration 19Q: 3 clusters Score -346999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -347022.750000 Penalty: 2603.366943
	Iteration 20F: 3 clusters Score -347022.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -347055.062500 Penalty: 2603.366943
	Iteration 21Q: 3 clusters Score -347055.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -347088.562500 Penalty: 2603.366943
	Iteration 22Q: 3 clusters Score -347088.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -347120.687500 Penalty: 2603.366943
	Iteration 23Q: 3 clusters Score -347120.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -347149.625000 Penalty: 2603.366943
	Iteration 24Q: 3 clusters Score -347149.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -347172.468750 Penalty: 2603.366943
	Iteration 25Q: 3 clusters Score -347172.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -347192.656250 Penalty: 2603.366943
	Iteration 26Q: 3 clusters Score -347192.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -347214.718750 Penalty: 2603.366943
	Iteration 27Q: 3 clusters Score -347214.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -347233.187500 Penalty: 2603.366943
	Iteration 28Q: 3 clusters Score -347233.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -347249.687500 Penalty: 2603.366943
	Iteration 29Q: 3 clusters Score -347249.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -347262.218750 Penalty: 2603.366943
	Iteration 30Q: 3 clusters Score -347262.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -347268.156250 Penalty: 2603.366943
	Iteration 31Q: 3 clusters Score -347268.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -347272.906250 Penalty: 2603.366943
	Iteration 32Q: 3 clusters Score -347272.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -347277.593750 Penalty: 2603.366943
	Iteration 33Q: 3 clusters Score -347277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -347279.937500 Penalty: 2603.366943
	Iteration 34Q: 3 clusters Score -347279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -347281.187500 Penalty: 2603.366943
	Iteration 35Q: 3 clusters Score -347281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -347283.062500 Penalty: 2603.366943
	Iteration 36Q: 3 clusters Score -347283.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -347285.687500 Penalty: 2603.366943
	Iteration 37Q: 3 clusters Score -347285.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -347288.125000 Penalty: 2603.366943
	Iteration 38Q: 3 clusters Score -347288.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -347291.750000 Penalty: 2603.366943
	Iteration 39Q: 3 clusters Score -347291.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -347294.031250 Penalty: 2603.366943
	Iteration 40F: 3 clusters Score -347294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -347293.843750 Penalty: 2603.366943
	Iteration 41Q: 3 clusters Score -347293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -347295.093750 Penalty: 2603.366943
	Iteration 42Q: 3 clusters Score -347295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -347295.093750 Penalty: 2603.366943
	Iteration 43Q: 3 clusters Score -347295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -347295.687500 Penalty: 2603.366943
	Iteration 44Q: 3 clusters Score -347295.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -347295.281250 Penalty: 2603.366943
	Iteration 45Q: 3 clusters Score -347295.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -347295.593750 Penalty: 2603.366943
	Iteration 46Q: 3 clusters Score -347295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -347295.593750 Penalty: 2603.366943
	Iteration 47F: 3 clusters Score -347295.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93521 members 
Entering Unmasked Estep 
Score: -10921445.000000 Penalty: 1859.965454
	Iteration 0F: 2 clusters Score -1.092144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -10860399.000000 Penalty: 3719.930908
	Iteration 0F: 3 clusters Score -1.08604e+07 nChanged 44808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -10886084.000000 Penalty: 3719.930908
	Iteration 1F: 3 clusters Score -1.088608e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -10886529.000000 Penalty: 3719.930908
	Iteration 2Q: 3 clusters Score -1.088653e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -10886929.000000 Penalty: 3719.930908
	Iteration 3Q: 3 clusters Score -1.088693e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -10887484.000000 Penalty: 3719.930908
	Iteration 4Q: 3 clusters Score -1.088748e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -10888027.000000 Penalty: 3719.930908
	Iteration 5Q: 3 clusters Score -1.088803e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -10888680.000000 Penalty: 3719.930908
	Iteration 6Q: 3 clusters Score -1.088868e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -10889459.000000 Penalty: 3719.930908
	Iteration 7Q: 3 clusters Score -1.088946e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -10890539.000000 Penalty: 3719.930908
	Iteration 8Q: 3 clusters Score -1.089054e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -10892431.000000 Penalty: 3719.930908
	Iteration 9Q: 3 clusters Score -1.089243e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -10895304.000000 Penalty: 3719.930908
	Iteration 10Q: 3 clusters Score -1.08953e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -10899255.000000 Penalty: 3719.930908
	Iteration 11F: 3 clusters Score -1.089926e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -10903913.000000 Penalty: 3719.930908
	Iteration 12F: 3 clusters Score -1.090391e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -10907670.000000 Penalty: 3719.930908
	Iteration 13F: 3 clusters Score -1.090767e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -10909834.000000 Penalty: 3719.930908
	Iteration 14Q: 3 clusters Score -1.090983e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -10910942.000000 Penalty: 3719.930908
	Iteration 15Q: 3 clusters Score -1.091094e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -10911657.000000 Penalty: 3719.930908
	Iteration 16Q: 3 clusters Score -1.091166e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -10912161.000000 Penalty: 3719.930908
	Iteration 17Q: 3 clusters Score -1.091216e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -10912608.000000 Penalty: 3719.930908
	Iteration 18Q: 3 clusters Score -1.091261e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 77270 members 
Entering Unmasked Estep 
Score: -10913101.000000 Penalty: 3719.930908
	Iteration 19Q: 3 clusters Score -1.09131e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -10913607.000000 Penalty: 3719.930908
	Iteration 20F: 3 clusters Score -1.091361e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -10914049.000000 Penalty: 3719.930908
	Iteration 21Q: 3 clusters Score -1.091405e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -10914613.000000 Penalty: 3719.930908
	Iteration 22Q: 3 clusters Score -1.091461e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -10915096.000000 Penalty: 3719.930908
	Iteration 23Q: 3 clusters Score -1.09151e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -10915539.000000 Penalty: 3719.930908
	Iteration 24Q: 3 clusters Score -1.091554e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -10915967.000000 Penalty: 3719.930908
	Iteration 25Q: 3 clusters Score -1.091597e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 86211 members 
Entering Unmasked Estep 
Score: -10916387.000000 Penalty: 3719.930908
	Iteration 26Q: 3 clusters Score -1.091639e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -10916902.000000 Penalty: 3719.930908
	Iteration 27Q: 3 clusters Score -1.09169e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -10917395.000000 Penalty: 3719.930908
	Iteration 28Q: 3 clusters Score -1.09174e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -10917813.000000 Penalty: 3719.930908
	Iteration 29Q: 3 clusters Score -1.091781e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -10918209.000000 Penalty: 3719.930908
	Iteration 30Q: 3 clusters Score -1.091821e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 90245 members 
Entering Unmasked Estep 
Score: -10918547.000000 Penalty: 3719.930908
	Iteration 31Q: 3 clusters Score -1.091855e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -10918766.000000 Penalty: 3719.930908
	Iteration 32Q: 3 clusters Score -1.091877e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -10918915.000000 Penalty: 3719.930908
	Iteration 33Q: 3 clusters Score -1.091892e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -10919085.000000 Penalty: 3719.930908
	Iteration 34Q: 3 clusters Score -1.091908e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -10919234.000000 Penalty: 3719.930908
	Iteration 35Q: 3 clusters Score -1.091923e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 91799 members 
Entering Unmasked Estep 
Score: -10919347.000000 Penalty: 3719.930908
	Iteration 36Q: 3 clusters Score -1.091935e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 91956 members 
Entering Unmasked Estep 
Score: -10919427.000000 Penalty: 3719.930908
	Iteration 37Q: 3 clusters Score -1.091943e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 92065 members 
Entering Unmasked Estep 
Score: -10919481.000000 Penalty: 3719.930908
	Iteration 38Q: 3 clusters Score -1.091948e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 92150 members 
Entering Unmasked Estep 
Score: -10919542.000000 Penalty: 3719.930908
	Iteration 39Q: 3 clusters Score -1.091954e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -10919576.000000 Penalty: 3719.930908
	Iteration 40F: 3 clusters Score -1.091958e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -10919628.000000 Penalty: 3719.930908
	Iteration 41Q: 3 clusters Score -1.091963e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -10919660.000000 Penalty: 3719.930908
	Iteration 42Q: 3 clusters Score -1.091966e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -10919672.000000 Penalty: 3719.930908
	Iteration 43Q: 3 clusters Score -1.091967e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -10919697.000000 Penalty: 3719.930908
	Iteration 44Q: 3 clusters Score -1.09197e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 92427 members 
Entering Unmasked Estep 
Score: -10919714.000000 Penalty: 3719.930908
	Iteration 45Q: 3 clusters Score -1.091971e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -10919733.000000 Penalty: 3719.930908
	Iteration 46Q: 3 clusters Score -1.091973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -10919732.000000 Penalty: 3719.930908
	Iteration 47Q: 3 clusters Score -1.091973e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
Score: -10919741.000000 Penalty: 3719.930908
	Iteration 48Q: 3 clusters Score -1.091974e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 92537 members 
Entering Unmasked Estep 
Score: -10919751.000000 Penalty: 3719.930908
	Iteration 49Q: 3 clusters Score -1.091975e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 92554 members 
Entering Unmasked Estep 
Score: -10919778.000000 Penalty: 3719.930908
	Iteration 50Q: 3 clusters Score -1.091978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -10919787.000000 Penalty: 3719.930908
	Iteration 51Q: 3 clusters Score -1.091979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 92592 members 
Entering Unmasked Estep 
Score: -10919804.000000 Penalty: 3719.930908
	Iteration 52Q: 3 clusters Score -1.09198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
Score: -10919796.000000 Penalty: 3719.930908
	Iteration 53Q: 3 clusters Score -1.09198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -10919815.000000 Penalty: 3719.930908
	Iteration 54Q: 3 clusters Score -1.091982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -10919822.000000 Penalty: 3719.930908
	Iteration 55Q: 3 clusters Score -1.091982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 92634 members 
Entering Unmasked Estep 
Score: -10919822.000000 Penalty: 3719.930908
	Iteration 56Q: 3 clusters Score -1.091982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 92642 members 
Entering Unmasked Estep 
Score: -10919814.000000 Penalty: 3719.930908
	Iteration 57Q: 3 clusters Score -1.091981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 92648 members 
Entering Unmasked Estep 
Score: -10919814.000000 Penalty: 3719.930908
	Iteration 58Q: 3 clusters Score -1.091981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -10919818.000000 Penalty: 3719.930908
	Iteration 59Q: 3 clusters Score -1.091982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 92661 members 
Entering Unmasked Estep 
Score: -10919823.000000 Penalty: 3719.930908
	Iteration 60F: 3 clusters Score -1.091982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -10919820.000000 Penalty: 3719.930908
	Iteration 61Q: 3 clusters Score -1.091982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 92668 members 
Entering Unmasked Estep 
Score: -10919825.000000 Penalty: 3719.930908
	Iteration 62Q: 3 clusters Score -1.091982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 92668 members 
Entering Unmasked Estep 
Score: -10919826.000000 Penalty: 3719.930908
	Iteration 63Q: 3 clusters Score -1.091983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 92668 members 
Entering Unmasked Estep 
Score: -10919826.000000 Penalty: 3719.930908
	Iteration 64F: 3 clusters Score -1.091983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -333932.562500 Penalty: 1295.076904
	Iteration 0F: 2 clusters Score -333932.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -331293.437500 Penalty: 2590.153809
	Iteration 0F: 3 clusters Score -331293.4 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -331886.687500 Penalty: 2590.153809
	Iteration 1F: 3 clusters Score -331886.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -332002.250000 Penalty: 2590.153809
	Iteration 2F: 3 clusters Score -332002.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -332066.125000 Penalty: 2590.153809
	Iteration 3Q: 3 clusters Score -332066.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -332111.468750 Penalty: 2590.153809
	Iteration 4Q: 3 clusters Score -332111.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -332150.156250 Penalty: 2590.153809
	Iteration 5Q: 3 clusters Score -332150.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -332187.687500 Penalty: 2590.153809
	Iteration 6Q: 3 clusters Score -332187.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -332226.593750 Penalty: 2590.153809
	Iteration 7Q: 3 clusters Score -332226.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -332275.000000 Penalty: 2590.153809
	Iteration 8Q: 3 clusters Score -332275 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -332312.031250 Penalty: 2590.153809
	Iteration 9Q: 3 clusters Score -332312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -332350.687500 Penalty: 2590.153809
	Iteration 10Q: 3 clusters Score -332350.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -332384.875000 Penalty: 2590.153809
	Iteration 11Q: 3 clusters Score -332384.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -332406.625000 Penalty: 2590.153809
	Iteration 12Q: 3 clusters Score -332406.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -332427.531250 Penalty: 2590.153809
	Iteration 13Q: 3 clusters Score -332427.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -332442.562500 Penalty: 2590.153809
	Iteration 14Q: 3 clusters Score -332442.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -332458.156250 Penalty: 2590.153809
	Iteration 15Q: 3 clusters Score -332458.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -332471.281250 Penalty: 2590.153809
	Iteration 16Q: 3 clusters Score -332471.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -332482.625000 Penalty: 2590.153809
	Iteration 17Q: 3 clusters Score -332482.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -332489.718750 Penalty: 2590.153809
	Iteration 18Q: 3 clusters Score -332489.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -332497.250000 Penalty: 2590.153809
	Iteration 19Q: 3 clusters Score -332497.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -332506.406250 Penalty: 2590.153809
	Iteration 20F: 3 clusters Score -332506.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -332516.250000 Penalty: 2590.153809
	Iteration 21Q: 3 clusters Score -332516.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -332526.031250 Penalty: 2590.153809
	Iteration 22Q: 3 clusters Score -332526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -332537.531250 Penalty: 2590.153809
	Iteration 23Q: 3 clusters Score -332537.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -332549.000000 Penalty: 2590.153809
	Iteration 24Q: 3 clusters Score -332549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -332552.937500 Penalty: 2590.153809
	Iteration 25Q: 3 clusters Score -332552.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -332557.562500 Penalty: 2590.153809
	Iteration 26Q: 3 clusters Score -332557.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -332563.937500 Penalty: 2590.153809
	Iteration 27Q: 3 clusters Score -332563.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -332568.406250 Penalty: 2590.153809
	Iteration 28Q: 3 clusters Score -332568.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -332569.843750 Penalty: 2590.153809
	Iteration 29Q: 3 clusters Score -332569.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -332571.562500 Penalty: 2590.153809
	Iteration 30Q: 3 clusters Score -332571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -332572.218750 Penalty: 2590.153809
	Iteration 31Q: 3 clusters Score -332572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -332573.375000 Penalty: 2590.153809
	Iteration 32Q: 3 clusters Score -332573.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -332575.500000 Penalty: 2590.153809
	Iteration 33Q: 3 clusters Score -332575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -332576.062500 Penalty: 2590.153809
	Iteration 34Q: 3 clusters Score -332576.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -332576.750000 Penalty: 2590.153809
	Iteration 35Q: 3 clusters Score -332576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -332577.656250 Penalty: 2590.153809
	Iteration 36Q: 3 clusters Score -332577.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -332578.125000 Penalty: 2590.153809
	Iteration 37Q: 3 clusters Score -332578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -332579.187500 Penalty: 2590.153809
	Iteration 38Q: 3 clusters Score -332579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -332580.968750 Penalty: 2590.153809
	Iteration 39Q: 3 clusters Score -332581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -332581.875000 Penalty: 2590.153809
	Iteration 40F: 3 clusters Score -332581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -332583.750000 Penalty: 2590.153809
	Iteration 41Q: 3 clusters Score -332583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -332583.750000 Penalty: 2590.153809
	Iteration 42F: 3 clusters Score -332583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1010025.750000 Penalty: 1475.185547
	Iteration 0F: 2 clusters Score -1010026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1003667.437500 Penalty: 2950.371094
	Iteration 0F: 3 clusters Score -1003667 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1005668.375000 Penalty: 2950.371094
	Iteration 1F: 3 clusters Score -1005668 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1005895.312500 Penalty: 2950.371094
	Iteration 2F: 3 clusters Score -1005895 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1006040.875000 Penalty: 2950.371094
	Iteration 3Q: 3 clusters Score -1006041 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1006137.875000 Penalty: 2950.371094
	Iteration 4Q: 3 clusters Score -1006138 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1006216.125000 Penalty: 2950.371094
	Iteration 5Q: 3 clusters Score -1006216 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1006286.375000 Penalty: 2950.371094
	Iteration 6Q: 3 clusters Score -1006286 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1006340.875000 Penalty: 2950.371094
	Iteration 7Q: 3 clusters Score -1006341 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1006406.562500 Penalty: 2950.371094
	Iteration 8Q: 3 clusters Score -1006407 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1006470.312500 Penalty: 2950.371094
	Iteration 9Q: 3 clusters Score -1006470 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1006511.375000 Penalty: 2950.371094
	Iteration 10Q: 3 clusters Score -1006511 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1006542.375000 Penalty: 2950.371094
	Iteration 11Q: 3 clusters Score -1006542 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1006568.875000 Penalty: 2950.371094
	Iteration 12Q: 3 clusters Score -1006569 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1006591.500000 Penalty: 2950.371094
	Iteration 13Q: 3 clusters Score -1006592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1006612.875000 Penalty: 2950.371094
	Iteration 14Q: 3 clusters Score -1006613 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1006634.625000 Penalty: 2950.371094
	Iteration 15Q: 3 clusters Score -1006635 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1006665.062500 Penalty: 2950.371094
	Iteration 16Q: 3 clusters Score -1006665 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1006706.375000 Penalty: 2950.371094
	Iteration 17Q: 3 clusters Score -1006706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1006753.812500 Penalty: 2950.371094
	Iteration 18Q: 3 clusters Score -1006754 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1006808.312500 Penalty: 2950.371094
	Iteration 19Q: 3 clusters Score -1006808 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1006873.125000 Penalty: 2950.371094
	Iteration 20F: 3 clusters Score -1006873 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1006951.625000 Penalty: 2950.371094
	Iteration 21Q: 3 clusters Score -1006952 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1007040.000000 Penalty: 2950.371094
	Iteration 22Q: 3 clusters Score -1007040 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1007138.312500 Penalty: 2950.371094
	Iteration 23Q: 3 clusters Score -1007138 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1007234.437500 Penalty: 2950.371094
	Iteration 24Q: 3 clusters Score -1007234 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1007349.250000 Penalty: 2950.371094
	Iteration 25Q: 3 clusters Score -1007349 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1007474.500000 Penalty: 2950.371094
	Iteration 26Q: 3 clusters Score -1007474 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1007610.062500 Penalty: 2950.371094
	Iteration 27Q: 3 clusters Score -1007610 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1007728.812500 Penalty: 2950.371094
	Iteration 28Q: 3 clusters Score -1007729 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1007824.625000 Penalty: 2950.371094
	Iteration 29Q: 3 clusters Score -1007825 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1007917.000000 Penalty: 2950.371094
	Iteration 30Q: 3 clusters Score -1007917 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1008025.500000 Penalty: 2950.371094
	Iteration 31Q: 3 clusters Score -1008026 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1008120.125000 Penalty: 2950.371094
	Iteration 32Q: 3 clusters Score -1008120 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1008213.000000 Penalty: 2950.371094
	Iteration 33Q: 3 clusters Score -1008213 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1008319.312500 Penalty: 2950.371094
	Iteration 34Q: 3 clusters Score -1008319 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1008398.875000 Penalty: 2950.371094
	Iteration 35Q: 3 clusters Score -1008399 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1008463.625000 Penalty: 2950.371094
	Iteration 36Q: 3 clusters Score -1008464 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1008519.187500 Penalty: 2950.371094
	Iteration 37Q: 3 clusters Score -1008519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1008577.937500 Penalty: 2950.371094
	Iteration 38Q: 3 clusters Score -1008578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1008618.437500 Penalty: 2950.371094
	Iteration 39Q: 3 clusters Score -1008618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1008652.812500 Penalty: 2950.371094
	Iteration 40F: 3 clusters Score -1008653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1008675.437500 Penalty: 2950.371094
	Iteration 41Q: 3 clusters Score -1008675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1008698.312500 Penalty: 2950.371094
	Iteration 42Q: 3 clusters Score -1008698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1008711.000000 Penalty: 2950.371094
	Iteration 43Q: 3 clusters Score -1008711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1008716.187500 Penalty: 2950.371094
	Iteration 44Q: 3 clusters Score -1008716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1008717.812500 Penalty: 2950.371094
	Iteration 45Q: 3 clusters Score -1008718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1008718.000000 Penalty: 2950.371094
	Iteration 46Q: 3 clusters Score -1008718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1008719.562500 Penalty: 2950.371094
	Iteration 47Q: 3 clusters Score -1008720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1008722.250000 Penalty: 2950.371094
	Iteration 48Q: 3 clusters Score -1008722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1008722.250000 Penalty: 2950.371094
	Iteration 49F: 3 clusters Score -1008722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -118883.250000 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -118883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117398.835938 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -117398.8 nChanged 312
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: -117636.554688 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -117636.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117705.312500 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -117705.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117747.921875 Penalty: 2258.079590
	Iteration 3Q: 3 clusters Score -117747.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117764.414062 Penalty: 2258.079590
	Iteration 4Q: 3 clusters Score -117764.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117771.914062 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -117771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117774.820312 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -117774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117777.812500 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -117777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117779.093750 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -117779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117780.015625 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -117780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117780.015625 Penalty: 2258.079590
	Iteration 10F: 3 clusters Score -117780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (104744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Entering Unmasked Estep 
Score: -12252435.000000 Penalty: 1878.382080
	Iteration 0F: 2 clusters Score -1.225244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -12185037.000000 Penalty: 3756.764160
	Iteration 0F: 3 clusters Score -1.218504e+07 nChanged 50173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -12214128.000000 Penalty: 3756.764160
	Iteration 1F: 3 clusters Score -1.221413e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -12214950.000000 Penalty: 3756.764160
	Iteration 2Q: 3 clusters Score -1.221495e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -12216185.000000 Penalty: 3756.764160
	Iteration 3Q: 3 clusters Score -1.221618e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -12218388.000000 Penalty: 3756.764160
	Iteration 4Q: 3 clusters Score -1.221839e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -12221928.000000 Penalty: 3756.764160
	Iteration 5F: 3 clusters Score -1.222193e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -12227654.000000 Penalty: 3756.764160
	Iteration 6F: 3 clusters Score -1.222765e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -12234658.000000 Penalty: 3756.764160
	Iteration 7F: 3 clusters Score -1.223466e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -12240948.000000 Penalty: 3756.764160
	Iteration 8F: 3 clusters Score -1.224095e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 99732 members 
Entering Unmasked Estep 
Score: -12245484.000000 Penalty: 3756.764160
	Iteration 9Q: 3 clusters Score -1.224548e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -12248426.000000 Penalty: 3756.764160
	Iteration 10Q: 3 clusters Score -1.224843e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -12249687.000000 Penalty: 3756.764160
	Iteration 11Q: 3 clusters Score -1.224969e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -12250223.000000 Penalty: 3756.764160
	Iteration 12Q: 3 clusters Score -1.225022e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -12250446.000000 Penalty: 3756.764160
	Iteration 13Q: 3 clusters Score -1.225045e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 104451 members 
Entering Unmasked Estep 
Score: -12250561.000000 Penalty: 3756.764160
	Iteration 14Q: 3 clusters Score -1.225056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -12250599.000000 Penalty: 3756.764160
	Iteration 15Q: 3 clusters Score -1.22506e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 104480 members 
Entering Unmasked Estep 
Score: -12250641.000000 Penalty: 3756.764160
	Iteration 16Q: 3 clusters Score -1.225064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 104484 members 
Entering Unmasked Estep 
Score: -12250668.000000 Penalty: 3756.764160
	Iteration 17Q: 3 clusters Score -1.225067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 104491 members 
Entering Unmasked Estep 
Score: -12250685.000000 Penalty: 3756.764160
	Iteration 18Q: 3 clusters Score -1.225068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 104497 members 
Entering Unmasked Estep 
Score: -12250701.000000 Penalty: 3756.764160
	Iteration 19Q: 3 clusters Score -1.22507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -12250718.000000 Penalty: 3756.764160
	Iteration 20F: 3 clusters Score -1.225072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -12250734.000000 Penalty: 3756.764160
	Iteration 21Q: 3 clusters Score -1.225073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 104508 members 
Entering Unmasked Estep 
Score: -12250746.000000 Penalty: 3756.764160
	Iteration 22Q: 3 clusters Score -1.225075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 104511 members 
Entering Unmasked Estep 
Score: -12250744.000000 Penalty: 3756.764160
	Iteration 23Q: 3 clusters Score -1.225074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -12250743.000000 Penalty: 3756.764160
	Iteration 24Q: 3 clusters Score -1.225074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -12250745.000000 Penalty: 3756.764160
	Iteration 25Q: 3 clusters Score -1.225074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -12250745.000000 Penalty: 3756.764160
	Iteration 26F: 3 clusters Score -1.225074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -40939.679688 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -40939.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40006.773438 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -40006.77 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40196.628906 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -40196.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40267.582031 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -40267.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40290.218750 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -40290.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40295.292969 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -40295.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40301.433594 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -40301.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40302.839844 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -40302.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40303.304688 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -40303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40308.359375 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -40308.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40311.062500 Penalty: 1953.661865
	Iteration 9Q: 3 clusters Score -40311.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40313.542969 Penalty: 1953.661865
	Iteration 10Q: 3 clusters Score -40313.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40318.023438 Penalty: 1953.661865
	Iteration 11Q: 3 clusters Score -40318.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40320.398438 Penalty: 1953.661865
	Iteration 12Q: 3 clusters Score -40320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40343.707031 Penalty: 1953.661865
	Iteration 13Q: 3 clusters Score -40343.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40361.738281 Penalty: 1953.661865
	Iteration 14Q: 3 clusters Score -40361.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40371.839844 Penalty: 1953.661865
	Iteration 15Q: 3 clusters Score -40371.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40374.824219 Penalty: 1953.661865
	Iteration 16Q: 3 clusters Score -40374.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40374.824219 Penalty: 1953.661865
	Iteration 17F: 3 clusters Score -40374.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Entering Unmasked Estep 
Score: -1539317.125000 Penalty: 1541.364014
	Iteration 0F: 2 clusters Score -1539317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1530155.000000 Penalty: 3082.728027
	Iteration 0F: 3 clusters Score -1530155 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1533197.250000 Penalty: 3082.728027
	Iteration 1F: 3 clusters Score -1533197 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1533417.375000 Penalty: 3082.728027
	Iteration 2Q: 3 clusters Score -1533417 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1533574.250000 Penalty: 3082.728027
	Iteration 3Q: 3 clusters Score -1533574 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1533701.000000 Penalty: 3082.728027
	Iteration 4Q: 3 clusters Score -1533701 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1533791.625000 Penalty: 3082.728027
	Iteration 5Q: 3 clusters Score -1533792 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1533865.875000 Penalty: 3082.728027
	Iteration 6Q: 3 clusters Score -1533866 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1533953.250000 Penalty: 3082.728027
	Iteration 7Q: 3 clusters Score -1533953 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1534023.625000 Penalty: 3082.728027
	Iteration 8Q: 3 clusters Score -1534024 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1534107.750000 Penalty: 3082.728027
	Iteration 9Q: 3 clusters Score -1534108 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1534222.500000 Penalty: 3082.728027
	Iteration 10Q: 3 clusters Score -1534222 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1534388.375000 Penalty: 3082.728027
	Iteration 11Q: 3 clusters Score -1534388 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1534606.750000 Penalty: 3082.728027
	Iteration 12Q: 3 clusters Score -1534607 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1534907.625000 Penalty: 3082.728027
	Iteration 13Q: 3 clusters Score -1534908 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1535272.500000 Penalty: 3082.728027
	Iteration 14Q: 3 clusters Score -1535272 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1535675.250000 Penalty: 3082.728027
	Iteration 15Q: 3 clusters Score -1535675 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1536095.875000 Penalty: 3082.728027
	Iteration 16Q: 3 clusters Score -1536096 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1536564.375000 Penalty: 3082.728027
	Iteration 17Q: 3 clusters Score -1536564 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1536985.250000 Penalty: 3082.728027
	Iteration 18Q: 3 clusters Score -1536985 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1537288.375000 Penalty: 3082.728027
	Iteration 19Q: 3 clusters Score -1537288 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1537513.875000 Penalty: 3082.728027
	Iteration 20F: 3 clusters Score -1537514 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1537666.500000 Penalty: 3082.728027
	Iteration 21Q: 3 clusters Score -1537666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1537776.500000 Penalty: 3082.728027
	Iteration 22Q: 3 clusters Score -1537776 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1537836.250000 Penalty: 3082.728027
	Iteration 23Q: 3 clusters Score -1537836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1537866.625000 Penalty: 3082.728027
	Iteration 24Q: 3 clusters Score -1537867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1537892.625000 Penalty: 3082.728027
	Iteration 25Q: 3 clusters Score -1537893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1537912.875000 Penalty: 3082.728027
	Iteration 26Q: 3 clusters Score -1537913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1537927.000000 Penalty: 3082.728027
	Iteration 27Q: 3 clusters Score -1537927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1537936.500000 Penalty: 3082.728027
	Iteration 28Q: 3 clusters Score -1537936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1537945.000000 Penalty: 3082.728027
	Iteration 29Q: 3 clusters Score -1537945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1537952.875000 Penalty: 3082.728027
	Iteration 30Q: 3 clusters Score -1537953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1537958.500000 Penalty: 3082.728027
	Iteration 31Q: 3 clusters Score -1537958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1537971.000000 Penalty: 3082.728027
	Iteration 32Q: 3 clusters Score -1537971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1537978.875000 Penalty: 3082.728027
	Iteration 33Q: 3 clusters Score -1537979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1537989.000000 Penalty: 3082.728027
	Iteration 34Q: 3 clusters Score -1537989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1537998.125000 Penalty: 3082.728027
	Iteration 35Q: 3 clusters Score -1537998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1537999.250000 Penalty: 3082.728027
	Iteration 36Q: 3 clusters Score -1537999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1538001.500000 Penalty: 3082.728027
	Iteration 37Q: 3 clusters Score -1538002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1538001.500000 Penalty: 3082.728027
	Iteration 38F: 3 clusters Score -1538002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62161 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71424 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5516 members 
Mstep: Class 11 contains 15698 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33349 members 
Mstep: Class 15 contains 4024 members 
Mstep: Class 16 contains 3839 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 98984 members 
Mstep: Class 21 contains 128665 members 
Mstep: Class 22 contains 3012 members 
Mstep: Class 23 contains 93521 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104744 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212728.000000 Penalty: 63808.488281
Iteration 279Q: 30 clusters Score -8.621273e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53440 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62165 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 71409 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 15694 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33352 members 
Mstep: Class 15 contains 4024 members 
Mstep: Class 16 contains 3838 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4546 members 
Mstep: Class 20 contains 98983 members 
Mstep: Class 21 contains 128659 members 
Mstep: Class 22 contains 3012 members 
Mstep: Class 23 contains 93543 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104755 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212744.000000 Penalty: 63808.488281
Iteration 280F: 30 clusters Score -8.621274e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 53439 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62169 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71404 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5505 members 
Mstep: Class 11 contains 15692 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33352 members 
Mstep: Class 15 contains 4027 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 98979 members 
Mstep: Class 21 contains 128655 members 
Mstep: Class 22 contains 3013 members 
Mstep: Class 23 contains 93553 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104770 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212656.000000 Penalty: 63808.488281
Iteration 281Q: 30 clusters Score -8.621266e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 53453 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62173 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71397 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5499 members 
Mstep: Class 11 contains 15692 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33351 members 
Mstep: Class 15 contains 4029 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 2896 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4530 members 
Mstep: Class 20 contains 98962 members 
Mstep: Class 21 contains 128649 members 
Mstep: Class 22 contains 3015 members 
Mstep: Class 23 contains 93578 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104769 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212640.000000 Penalty: 63808.488281
Iteration 282Q: 30 clusters Score -8.621264e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 53462 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 62174 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71386 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 15690 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33354 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 98943 members 
Mstep: Class 21 contains 128650 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93590 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104770 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212600.000000 Penalty: 63808.488281
Iteration 283Q: 30 clusters Score -8.62126e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53472 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 62177 members 
Mstep: Class 7 contains 1262 members 
Mstep: Class 8 contains 71376 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5489 members 
Mstep: Class 11 contains 15687 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33354 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 2894 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 98927 members 
Mstep: Class 21 contains 128655 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 93596 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8759 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104773 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212664.000000 Penalty: 63808.488281
Iteration 284Q: 30 clusters Score -8.621266e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53476 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 62179 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71367 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5483 members 
Mstep: Class 11 contains 15691 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33352 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 2893 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 98925 members 
Mstep: Class 21 contains 128653 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 93598 members 
Mstep: Class 24 contains 2891 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104775 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212608.000000 Penalty: 63808.488281
Iteration 285Q: 30 clusters Score -8.621261e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53470 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62182 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71358 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5481 members 
Mstep: Class 11 contains 15691 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33352 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4552 members 
Mstep: Class 20 contains 98925 members 
Mstep: Class 21 contains 128654 members 
Mstep: Class 22 contains 3015 members 
Mstep: Class 23 contains 93596 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104784 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212664.000000 Penalty: 63808.488281
Iteration 286Q: 30 clusters Score -8.621266e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53471 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62185 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71352 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5474 members 
Mstep: Class 11 contains 15689 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33354 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 20 contains 98922 members 
Mstep: Class 21 contains 128644 members 
Mstep: Class 22 contains 3012 members 
Mstep: Class 23 contains 93598 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104799 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212664.000000 Penalty: 63808.488281
Iteration 287Q: 30 clusters Score -8.621266e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53468 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62185 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71353 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 15690 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33358 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 98919 members 
Mstep: Class 21 contains 128634 members 
Mstep: Class 22 contains 3007 members 
Mstep: Class 23 contains 93593 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104818 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212640.000000 Penalty: 63808.488281
Iteration 288Q: 30 clusters Score -8.621264e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62183 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 71355 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5459 members 
Mstep: Class 11 contains 15687 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33360 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 98910 members 
Mstep: Class 21 contains 128635 members 
Mstep: Class 22 contains 3002 members 
Mstep: Class 23 contains 93589 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104840 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212640.000000 Penalty: 63808.488281
Iteration 289Q: 30 clusters Score -8.621264e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53464 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62180 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 71358 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5452 members 
Mstep: Class 11 contains 15688 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33360 members 
Mstep: Class 15 contains 4043 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 98903 members 
Mstep: Class 21 contains 128640 members 
Mstep: Class 22 contains 3001 members 
Mstep: Class 23 contains 93587 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104850 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212600.000000 Penalty: 63808.488281
Iteration 290Q: 30 clusters Score -8.62126e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62182 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 71357 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 15689 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4048 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 20 contains 98897 members 
Mstep: Class 21 contains 128642 members 
Mstep: Class 22 contains 2996 members 
Mstep: Class 23 contains 93578 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104865 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212528.000000 Penalty: 63808.488281
Iteration 291Q: 30 clusters Score -8.621253e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53471 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62185 members 
Mstep: Class 7 contains 1258 members 
Mstep: Class 8 contains 71352 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 15689 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33368 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 3835 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 98890 members 
Mstep: Class 21 contains 128633 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 93580 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104877 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212672.000000 Penalty: 63808.488281
Iteration 292Q: 30 clusters Score -8.621267e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 6498 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53465 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62188 members 
Mstep: Class 7 contains 1257 members 
Mstep: Class 8 contains 71355 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5414 members 
Mstep: Class 11 contains 15687 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33367 members 
Mstep: Class 15 contains 4058 members 
Mstep: Class 16 contains 3834 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 98879 members 
Mstep: Class 21 contains 128628 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 93590 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104895 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212616.000000 Penalty: 63808.488281
Iteration 293Q: 30 clusters Score -8.621262e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 6499 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53455 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62188 members 
Mstep: Class 7 contains 1256 members 
Mstep: Class 8 contains 71357 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5396 members 
Mstep: Class 11 contains 15685 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33368 members 
Mstep: Class 15 contains 4058 members 
Mstep: Class 16 contains 3834 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 98875 members 
Mstep: Class 21 contains 128626 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 93605 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104913 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212648.000000 Penalty: 63808.488281
Iteration 294Q: 30 clusters Score -8.621265e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 6501 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53461 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62190 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 71354 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5375 members 
Mstep: Class 11 contains 15690 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33370 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 16 contains 3834 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 98873 members 
Mstep: Class 21 contains 128624 members 
Mstep: Class 22 contains 2986 members 
Mstep: Class 23 contains 93595 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104926 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212752.000000 Penalty: 63808.488281
Iteration 295Q: 30 clusters Score -8.621275e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53469 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62190 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 71355 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5359 members 
Mstep: Class 11 contains 15690 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33369 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 3834 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4594 members 
Mstep: Class 20 contains 98867 members 
Mstep: Class 21 contains 128615 members 
Mstep: Class 22 contains 2985 members 
Mstep: Class 23 contains 93600 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8761 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104928 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212608.000000 Penalty: 63808.488281
Iteration 296Q: 30 clusters Score -8.621261e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53471 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62194 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 71351 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5344 members 
Mstep: Class 11 contains 15689 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33368 members 
Mstep: Class 15 contains 4078 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4601 members 
Mstep: Class 20 contains 98862 members 
Mstep: Class 21 contains 128610 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 93610 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104926 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212616.000000 Penalty: 63808.488281
Iteration 297Q: 30 clusters Score -8.621262e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 6503 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53477 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62196 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 71345 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 15691 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33368 members 
Mstep: Class 15 contains 4088 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4606 members 
Mstep: Class 20 contains 98864 members 
Mstep: Class 21 contains 128604 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 93610 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104934 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212664.000000 Penalty: 63808.488281
Iteration 298Q: 30 clusters Score -8.621266e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 6504 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53486 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62197 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 71338 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 15691 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33369 members 
Mstep: Class 15 contains 4094 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4612 members 
Mstep: Class 20 contains 98868 members 
Mstep: Class 21 contains 128593 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 93603 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104946 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212656.000000 Penalty: 63808.488281
Iteration 299Q: 30 clusters Score -8.621266e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53479 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62198 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 71336 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 15690 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33370 members 
Mstep: Class 15 contains 4096 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4617 members 
Mstep: Class 20 contains 98866 members 
Mstep: Class 21 contains 128589 members 
Mstep: Class 22 contains 2968 members 
Mstep: Class 23 contains 93612 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8759 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104958 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212632.000000 Penalty: 63808.488281
Iteration 300F: 30 clusters Score -8.621263e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53474 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62199 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 71332 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 15689 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33370 members 
Mstep: Class 15 contains 4104 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4631 members 
Mstep: Class 20 contains 98861 members 
Mstep: Class 21 contains 128589 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 93621 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104971 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212600.000000 Penalty: 63808.488281
Iteration 301Q: 30 clusters Score -8.62126e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53469 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62200 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 71329 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 15691 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33369 members 
Mstep: Class 15 contains 4114 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4646 members 
Mstep: Class 20 contains 98853 members 
Mstep: Class 21 contains 128590 members 
Mstep: Class 22 contains 2958 members 
Mstep: Class 23 contains 93624 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104981 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212632.000000 Penalty: 63808.488281
Iteration 302Q: 30 clusters Score -8.621263e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 6509 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53461 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62199 members 
Mstep: Class 7 contains 1254 members 
Mstep: Class 8 contains 71322 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5244 members 
Mstep: Class 11 contains 15694 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33368 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4652 members 
Mstep: Class 20 contains 98851 members 
Mstep: Class 21 contains 128592 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 93631 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8756 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 104993 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212656.000000 Penalty: 63808.488281
Iteration 303Q: 30 clusters Score -8.621266e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 6511 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53457 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62202 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 71309 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 15695 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33370 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4666 members 
Mstep: Class 20 contains 98839 members 
Mstep: Class 21 contains 128591 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 93641 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105003 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212632.000000 Penalty: 63808.488281
Iteration 304Q: 30 clusters Score -8.621263e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62203 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 71294 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5200 members 
Mstep: Class 11 contains 15699 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33369 members 
Mstep: Class 15 contains 4149 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4681 members 
Mstep: Class 20 contains 98831 members 
Mstep: Class 21 contains 128593 members 
Mstep: Class 22 contains 2953 members 
Mstep: Class 23 contains 93646 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105018 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212752.000000 Penalty: 63808.488281
Iteration 305Q: 30 clusters Score -8.621275e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 6515 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53454 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62202 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 71289 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5166 members 
Mstep: Class 11 contains 15698 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33367 members 
Mstep: Class 15 contains 4166 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4694 members 
Mstep: Class 20 contains 98828 members 
Mstep: Class 21 contains 128583 members 
Mstep: Class 22 contains 2953 members 
Mstep: Class 23 contains 93660 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105027 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212912.000000 Penalty: 63808.488281
Iteration 306Q: 30 clusters Score -8.621291e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 6517 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53447 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62202 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 71283 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5129 members 
Mstep: Class 11 contains 15697 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33367 members 
Mstep: Class 15 contains 4186 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4705 members 
Mstep: Class 20 contains 98823 members 
Mstep: Class 21 contains 128575 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 93678 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105040 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212984.000000 Penalty: 63808.488281
Iteration 307Q: 30 clusters Score -8.621298e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 6518 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53450 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62203 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 71275 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 15704 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33369 members 
Mstep: Class 15 contains 4207 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4724 members 
Mstep: Class 20 contains 98820 members 
Mstep: Class 21 contains 128555 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 93682 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105053 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213072.000000 Penalty: 63808.488281
Iteration 308Q: 30 clusters Score -8.621307e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 6519 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53446 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62206 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 71267 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 15703 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33370 members 
Mstep: Class 15 contains 4228 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4729 members 
Mstep: Class 20 contains 98821 members 
Mstep: Class 21 contains 128545 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 93694 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105066 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212960.000000 Penalty: 63808.488281
Iteration 309Q: 30 clusters Score -8.621296e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 6521 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53447 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 62204 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 71256 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 15706 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33372 members 
Mstep: Class 15 contains 4250 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4739 members 
Mstep: Class 20 contains 98811 members 
Mstep: Class 21 contains 128551 members 
Mstep: Class 22 contains 2955 members 
Mstep: Class 23 contains 93698 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8756 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105087 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212976.000000 Penalty: 63808.488281
Iteration 310Q: 30 clusters Score -8.621298e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 6523 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53440 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 62203 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 71248 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 15710 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33371 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 20 contains 98806 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 93695 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8756 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105116 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213144.000000 Penalty: 63808.488281
Iteration 311Q: 30 clusters Score -8.621314e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 6527 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53439 members 
Mstep: Class 5 contains 3054 members 
Mstep: Class 6 contains 62198 members 
Mstep: Class 7 contains 1249 members 
Mstep: Class 8 contains 71241 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 4928 members 
Mstep: Class 11 contains 15717 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33374 members 
Mstep: Class 15 contains 4296 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4766 members 
Mstep: Class 20 contains 98806 members 
Mstep: Class 21 contains 128543 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 93687 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8756 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105139 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213240.000000 Penalty: 63808.488281
Iteration 312Q: 30 clusters Score -8.621324e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 6529 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53432 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 62196 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 71228 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 15720 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33375 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4783 members 
Mstep: Class 20 contains 98791 members 
Mstep: Class 21 contains 128542 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 93703 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105164 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213160.000000 Penalty: 63808.488281
Iteration 313Q: 30 clusters Score -8.621316e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 6531 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53426 members 
Mstep: Class 5 contains 3053 members 
Mstep: Class 6 contains 62196 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 71219 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 15720 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33375 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4816 members 
Mstep: Class 20 contains 98768 members 
Mstep: Class 21 contains 128529 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 93724 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105177 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213264.000000 Penalty: 63808.488281
Iteration 314Q: 30 clusters Score -8.621326e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 6531 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53433 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 62194 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 71210 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4825 members 
Mstep: Class 11 contains 15722 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33374 members 
Mstep: Class 15 contains 4352 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4838 members 
Mstep: Class 20 contains 98760 members 
Mstep: Class 21 contains 128530 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 93726 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8755 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105178 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213184.000000 Penalty: 63808.488281
Iteration 315Q: 30 clusters Score -8.621318e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 6531 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53424 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 62188 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 71200 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4797 members 
Mstep: Class 11 contains 15721 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33372 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4861 members 
Mstep: Class 20 contains 98762 members 
Mstep: Class 21 contains 128534 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 93722 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8756 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105189 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213232.000000 Penalty: 63808.488281
Iteration 316Q: 30 clusters Score -8.621323e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 6531 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53424 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 62187 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 71194 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 15721 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33373 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4872 members 
Mstep: Class 20 contains 98758 members 
Mstep: Class 21 contains 128532 members 
Mstep: Class 22 contains 2951 members 
Mstep: Class 23 contains 93725 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105188 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213232.000000 Penalty: 63808.488281
Iteration 317Q: 30 clusters Score -8.621323e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 6531 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53424 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 62184 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 71183 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 15724 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33372 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4879 members 
Mstep: Class 20 contains 98756 members 
Mstep: Class 21 contains 128550 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 93721 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8759 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105190 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213352.000000 Penalty: 63808.488281
Iteration 318Q: 30 clusters Score -8.621335e+07 nChanged 266
Entering ConstructFrom: 
Score: -86213352.000000 Penalty: 63808.488281
Entering ConstructFrom: 
Trying to split cluster 1 (29134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Entering Unmasked Estep 
Score: -3260349.000000 Penalty: 1670.444946
	Iteration 0F: 2 clusters Score -3260349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3240745.500000 Penalty: 3340.889893
	Iteration 0F: 3 clusters Score -3240746 nChanged 13355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3248186.500000 Penalty: 3340.889893
	Iteration 1F: 3 clusters Score -3248186 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3248746.750000 Penalty: 3340.889893
	Iteration 2Q: 3 clusters Score -3248747 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3249374.500000 Penalty: 3340.889893
	Iteration 3Q: 3 clusters Score -3249374 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3250216.250000 Penalty: 3340.889893
	Iteration 4F: 3 clusters Score -3250216 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3251238.250000 Penalty: 3340.889893
	Iteration 5F: 3 clusters Score -3251238 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3252398.000000 Penalty: 3340.889893
	Iteration 6F: 3 clusters Score -3252398 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3253539.750000 Penalty: 3340.889893
	Iteration 7F: 3 clusters Score -3253540 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3254607.250000 Penalty: 3340.889893
	Iteration 8F: 3 clusters Score -3254607 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3255335.000000 Penalty: 3340.889893
	Iteration 9Q: 3 clusters Score -3255335 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3255714.000000 Penalty: 3340.889893
	Iteration 10Q: 3 clusters Score -3255714 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -3255995.000000 Penalty: 3340.889893
	Iteration 11Q: 3 clusters Score -3255995 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3256286.250000 Penalty: 3340.889893
	Iteration 12Q: 3 clusters Score -3256286 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3256609.000000 Penalty: 3340.889893
	Iteration 13Q: 3 clusters Score -3256609 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3257026.750000 Penalty: 3340.889893
	Iteration 14Q: 3 clusters Score -3257027 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3257501.250000 Penalty: 3340.889893
	Iteration 15Q: 3 clusters Score -3257501 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3257914.250000 Penalty: 3340.889893
	Iteration 16Q: 3 clusters Score -3257914 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3258256.750000 Penalty: 3340.889893
	Iteration 17Q: 3 clusters Score -3258257 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3258490.500000 Penalty: 3340.889893
	Iteration 18Q: 3 clusters Score -3258490 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3258679.750000 Penalty: 3340.889893
	Iteration 19Q: 3 clusters Score -3258680 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3258804.750000 Penalty: 3340.889893
	Iteration 20F: 3 clusters Score -3258805 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3258876.500000 Penalty: 3340.889893
	Iteration 21Q: 3 clusters Score -3258876 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3258942.500000 Penalty: 3340.889893
	Iteration 22Q: 3 clusters Score -3258942 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3258990.250000 Penalty: 3340.889893
	Iteration 23Q: 3 clusters Score -3258990 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3259027.500000 Penalty: 3340.889893
	Iteration 24Q: 3 clusters Score -3259028 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3259040.500000 Penalty: 3340.889893
	Iteration 25Q: 3 clusters Score -3259040 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3259069.500000 Penalty: 3340.889893
	Iteration 26Q: 3 clusters Score -3259070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -3259086.500000 Penalty: 3340.889893
	Iteration 27Q: 3 clusters Score -3259086 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3259100.250000 Penalty: 3340.889893
	Iteration 28Q: 3 clusters Score -3259100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -3259112.500000 Penalty: 3340.889893
	Iteration 29Q: 3 clusters Score -3259112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3259123.500000 Penalty: 3340.889893
	Iteration 30Q: 3 clusters Score -3259124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3259132.000000 Penalty: 3340.889893
	Iteration 31Q: 3 clusters Score -3259132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3259148.500000 Penalty: 3340.889893
	Iteration 32Q: 3 clusters Score -3259148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3259150.250000 Penalty: 3340.889893
	Iteration 33Q: 3 clusters Score -3259150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3259160.750000 Penalty: 3340.889893
	Iteration 34Q: 3 clusters Score -3259161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3259173.500000 Penalty: 3340.889893
	Iteration 35Q: 3 clusters Score -3259174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3259173.000000 Penalty: 3340.889893
	Iteration 36Q: 3 clusters Score -3259173 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3259184.500000 Penalty: 3340.889893
	Iteration 37Q: 3 clusters Score -3259184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3259180.500000 Penalty: 3340.889893
	Iteration 38Q: 3 clusters Score -3259180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3259187.750000 Penalty: 3340.889893
	Iteration 39Q: 3 clusters Score -3259188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -3259194.750000 Penalty: 3340.889893
	Iteration 40F: 3 clusters Score -3259195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3259203.750000 Penalty: 3340.889893
	Iteration 41Q: 3 clusters Score -3259204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3259201.750000 Penalty: 3340.889893
	Iteration 42Q: 3 clusters Score -3259202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3259200.500000 Penalty: 3340.889893
	Iteration 43Q: 3 clusters Score -3259200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3259202.750000 Penalty: 3340.889893
	Iteration 44Q: 3 clusters Score -3259203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3259208.250000 Penalty: 3340.889893
	Iteration 45Q: 3 clusters Score -3259208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3259213.000000 Penalty: 3340.889893
	Iteration 46Q: 3 clusters Score -3259213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3259211.250000 Penalty: 3340.889893
	Iteration 47Q: 3 clusters Score -3259211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3259212.000000 Penalty: 3340.889893
	Iteration 48Q: 3 clusters Score -3259212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3259210.000000 Penalty: 3340.889893
	Iteration 49Q: 3 clusters Score -3259210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3259209.750000 Penalty: 3340.889893
	Iteration 50Q: 3 clusters Score -3259210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3259206.000000 Penalty: 3340.889893
	Iteration 51Q: 3 clusters Score -3259206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3259215.500000 Penalty: 3340.889893
	Iteration 52Q: 3 clusters Score -3259216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3259209.750000 Penalty: 3340.889893
	Iteration 53Q: 3 clusters Score -3259210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3259215.000000 Penalty: 3340.889893
	Iteration 54Q: 3 clusters Score -3259215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3259217.000000 Penalty: 3340.889893
	Iteration 55Q: 3 clusters Score -3259217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3259220.250000 Penalty: 3340.889893
	Iteration 56Q: 3 clusters Score -3259220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3259219.500000 Penalty: 3340.889893
	Iteration 57Q: 3 clusters Score -3259220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3259218.750000 Penalty: 3340.889893
	Iteration 58Q: 3 clusters Score -3259219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3259216.500000 Penalty: 3340.889893
	Iteration 59Q: 3 clusters Score -3259216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3259227.500000 Penalty: 3340.889893
	Iteration 60F: 3 clusters Score -3259228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3259237.250000 Penalty: 3340.889893
	Iteration 61Q: 3 clusters Score -3259237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3259239.250000 Penalty: 3340.889893
	Iteration 62Q: 3 clusters Score -3259239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3259240.000000 Penalty: 3340.889893
	Iteration 63Q: 3 clusters Score -3259240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3259248.250000 Penalty: 3340.889893
	Iteration 64Q: 3 clusters Score -3259248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3259246.250000 Penalty: 3340.889893
	Iteration 65Q: 3 clusters Score -3259246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3259246.250000 Penalty: 3340.889893
	Iteration 66Q: 3 clusters Score -3259246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3259248.000000 Penalty: 3340.889893
	Iteration 67Q: 3 clusters Score -3259248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3259245.000000 Penalty: 3340.889893
	Iteration 68Q: 3 clusters Score -3259245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3259243.500000 Penalty: 3340.889893
	Iteration 69Q: 3 clusters Score -3259244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3259243.500000 Penalty: 3340.889893
	Iteration 70F: 3 clusters Score -3259244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -696479.187500 Penalty: 1427.451172
	Iteration 0F: 2 clusters Score -696479.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -691545.750000 Penalty: 2854.902344
	Iteration 0F: 3 clusters Score -691545.8 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -693246.625000 Penalty: 2854.902344
	Iteration 1F: 3 clusters Score -693246.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -693657.437500 Penalty: 2854.902344
	Iteration 2F: 3 clusters Score -693657.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -694023.562500 Penalty: 2854.902344
	Iteration 3F: 3 clusters Score -694023.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -694425.062500 Penalty: 2854.902344
	Iteration 4F: 3 clusters Score -694425.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -694851.687500 Penalty: 2854.902344
	Iteration 5F: 3 clusters Score -694851.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -695193.812500 Penalty: 2854.902344
	Iteration 6F: 3 clusters Score -695193.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -695443.750000 Penalty: 2854.902344
	Iteration 7F: 3 clusters Score -695443.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -695583.750000 Penalty: 2854.902344
	Iteration 8Q: 3 clusters Score -695583.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -695651.625000 Penalty: 2854.902344
	Iteration 9Q: 3 clusters Score -695651.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -695689.750000 Penalty: 2854.902344
	Iteration 10Q: 3 clusters Score -695689.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -695721.312500 Penalty: 2854.902344
	Iteration 11Q: 3 clusters Score -695721.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -695741.875000 Penalty: 2854.902344
	Iteration 12Q: 3 clusters Score -695741.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -695754.625000 Penalty: 2854.902344
	Iteration 13Q: 3 clusters Score -695754.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -695760.687500 Penalty: 2854.902344
	Iteration 14Q: 3 clusters Score -695760.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -695769.437500 Penalty: 2854.902344
	Iteration 15Q: 3 clusters Score -695769.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -695773.125000 Penalty: 2854.902344
	Iteration 16Q: 3 clusters Score -695773.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -695780.937500 Penalty: 2854.902344
	Iteration 17Q: 3 clusters Score -695780.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -695785.250000 Penalty: 2854.902344
	Iteration 18Q: 3 clusters Score -695785.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -695794.000000 Penalty: 2854.902344
	Iteration 19Q: 3 clusters Score -695794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -695802.062500 Penalty: 2854.902344
	Iteration 20F: 3 clusters Score -695802.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -695808.812500 Penalty: 2854.902344
	Iteration 21Q: 3 clusters Score -695808.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -695813.125000 Penalty: 2854.902344
	Iteration 22Q: 3 clusters Score -695813.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -695815.562500 Penalty: 2854.902344
	Iteration 23Q: 3 clusters Score -695815.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -695818.000000 Penalty: 2854.902344
	Iteration 24Q: 3 clusters Score -695818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -695818.812500 Penalty: 2854.902344
	Iteration 25Q: 3 clusters Score -695818.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -695822.250000 Penalty: 2854.902344
	Iteration 26Q: 3 clusters Score -695822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -695824.250000 Penalty: 2854.902344
	Iteration 27Q: 3 clusters Score -695824.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -695826.562500 Penalty: 2854.902344
	Iteration 28Q: 3 clusters Score -695826.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -695828.437500 Penalty: 2854.902344
	Iteration 29Q: 3 clusters Score -695828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -695831.437500 Penalty: 2854.902344
	Iteration 30Q: 3 clusters Score -695831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -695832.500000 Penalty: 2854.902344
	Iteration 31Q: 3 clusters Score -695832.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -695834.187500 Penalty: 2854.902344
	Iteration 32Q: 3 clusters Score -695834.2 nChanged 2
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: -695836.375000 Penalty: 2854.902344
	Iteration 33Q: 3 clusters Score -695836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -695835.500000 Penalty: 2854.902344
	Iteration 34Q: 3 clusters Score -695835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -695836.187500 Penalty: 2854.902344
	Iteration 35Q: 3 clusters Score -695836.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -695836.187500 Penalty: 2854.902344
	Iteration 36F: 3 clusters Score -695836.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Entering Unmasked Estep 
Score: -484115.500000 Penalty: 1353.216187
	Iteration 0F: 2 clusters Score -484115.5 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 2102 members 
Entering Unmasked Estep 
Score: -480653.187500 Penalty: 2706.432373
	Iteration 0F: 3 clusters Score -480653.2 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -481549.218750 Penalty: 2706.432373
	Iteration 1F: 3 clusters Score -481549.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -481706.750000 Penalty: 2706.432373
	Iteration 2F: 3 clusters Score -481706.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -481798.468750 Penalty: 2706.432373
	Iteration 3Q: 3 clusters Score -481798.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -481857.187500 Penalty: 2706.432373
	Iteration 4Q: 3 clusters Score -481857.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -481900.375000 Penalty: 2706.432373
	Iteration 5Q: 3 clusters Score -481900.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -481932.562500 Penalty: 2706.432373
	Iteration 6Q: 3 clusters Score -481932.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -481964.406250 Penalty: 2706.432373
	Iteration 7Q: 3 clusters Score -481964.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -481992.656250 Penalty: 2706.432373
	Iteration 8Q: 3 clusters Score -481992.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -482015.906250 Penalty: 2706.432373
	Iteration 9Q: 3 clusters Score -482015.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -482048.281250 Penalty: 2706.432373
	Iteration 10Q: 3 clusters Score -482048.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -482081.500000 Penalty: 2706.432373
	Iteration 11Q: 3 clusters Score -482081.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -482114.281250 Penalty: 2706.432373
	Iteration 12Q: 3 clusters Score -482114.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -482156.562500 Penalty: 2706.432373
	Iteration 13Q: 3 clusters Score -482156.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -482194.031250 Penalty: 2706.432373
	Iteration 14Q: 3 clusters Score -482194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -482240.250000 Penalty: 2706.432373
	Iteration 15Q: 3 clusters Score -482240.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -482296.406250 Penalty: 2706.432373
	Iteration 16Q: 3 clusters Score -482296.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -482358.250000 Penalty: 2706.432373
	Iteration 17Q: 3 clusters Score -482358.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -482408.156250 Penalty: 2706.432373
	Iteration 18Q: 3 clusters Score -482408.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -482470.531250 Penalty: 2706.432373
	Iteration 19Q: 3 clusters Score -482470.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -482538.593750 Penalty: 2706.432373
	Iteration 20F: 3 clusters Score -482538.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -482588.843750 Penalty: 2706.432373
	Iteration 21Q: 3 clusters Score -482588.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -482632.437500 Penalty: 2706.432373
	Iteration 22Q: 3 clusters Score -482632.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -482689.250000 Penalty: 2706.432373
	Iteration 23Q: 3 clusters Score -482689.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -482734.312500 Penalty: 2706.432373
	Iteration 24Q: 3 clusters Score -482734.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -482767.281250 Penalty: 2706.432373
	Iteration 25Q: 3 clusters Score -482767.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -482783.875000 Penalty: 2706.432373
	Iteration 26Q: 3 clusters Score -482783.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -482798.437500 Penalty: 2706.432373
	Iteration 27Q: 3 clusters Score -482798.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -482808.937500 Penalty: 2706.432373
	Iteration 28Q: 3 clusters Score -482808.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -482819.656250 Penalty: 2706.432373
	Iteration 29Q: 3 clusters Score -482819.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -482828.875000 Penalty: 2706.432373
	Iteration 30Q: 3 clusters Score -482828.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -482841.343750 Penalty: 2706.432373
	Iteration 31Q: 3 clusters Score -482841.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -482852.625000 Penalty: 2706.432373
	Iteration 32Q: 3 clusters Score -482852.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -482865.968750 Penalty: 2706.432373
	Iteration 33Q: 3 clusters Score -482866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -482881.312500 Penalty: 2706.432373
	Iteration 34Q: 3 clusters Score -482881.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -482894.500000 Penalty: 2706.432373
	Iteration 35Q: 3 clusters Score -482894.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -482903.937500 Penalty: 2706.432373
	Iteration 36Q: 3 clusters Score -482903.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -482914.031250 Penalty: 2706.432373
	Iteration 37Q: 3 clusters Score -482914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -482917.312500 Penalty: 2706.432373
	Iteration 38Q: 3 clusters Score -482917.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -482919.218750 Penalty: 2706.432373
	Iteration 39Q: 3 clusters Score -482919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -482922.843750 Penalty: 2706.432373
	Iteration 40F: 3 clusters Score -482922.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -482926.281250 Penalty: 2706.432373
	Iteration 41Q: 3 clusters Score -482926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -482927.375000 Penalty: 2706.432373
	Iteration 42Q: 3 clusters Score -482927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -482927.375000 Penalty: 2706.432373
	Iteration 43F: 3 clusters Score -482927.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Entering Unmasked Estep 
Score: -6330197.500000 Penalty: 1769.020020
	Iteration 0F: 2 clusters Score -6330198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -6294475.500000 Penalty: 3538.040039
	Iteration 0F: 3 clusters Score -6294476 nChanged 25099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -6308343.500000 Penalty: 3538.040039
	Iteration 1F: 3 clusters Score -6308344 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -6308738.500000 Penalty: 3538.040039
	Iteration 2Q: 3 clusters Score -6308738 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -6309113.000000 Penalty: 3538.040039
	Iteration 3Q: 3 clusters Score -6309113 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -6309595.500000 Penalty: 3538.040039
	Iteration 4Q: 3 clusters Score -6309596 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -6310118.000000 Penalty: 3538.040039
	Iteration 5Q: 3 clusters Score -6310118 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -6310659.500000 Penalty: 3538.040039
	Iteration 6Q: 3 clusters Score -6310660 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -6311379.000000 Penalty: 3538.040039
	Iteration 7Q: 3 clusters Score -6311379 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -6312489.500000 Penalty: 3538.040039
	Iteration 8Q: 3 clusters Score -6312490 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -6313915.000000 Penalty: 3538.040039
	Iteration 9Q: 3 clusters Score -6313915 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -6315805.500000 Penalty: 3538.040039
	Iteration 10F: 3 clusters Score -6315806 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -6317880.500000 Penalty: 3538.040039
	Iteration 11F: 3 clusters Score -6317880 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -6319827.000000 Penalty: 3538.040039
	Iteration 12F: 3 clusters Score -6319827 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -6321216.500000 Penalty: 3538.040039
	Iteration 13Q: 3 clusters Score -6321216 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -6322071.500000 Penalty: 3538.040039
	Iteration 14Q: 3 clusters Score -6322072 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -6322667.000000 Penalty: 3538.040039
	Iteration 15Q: 3 clusters Score -6322667 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -6323147.000000 Penalty: 3538.040039
	Iteration 16Q: 3 clusters Score -6323147 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -6323648.500000 Penalty: 3538.040039
	Iteration 17Q: 3 clusters Score -6323648 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -6324106.000000 Penalty: 3538.040039
	Iteration 18Q: 3 clusters Score -6324106 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -6324600.500000 Penalty: 3538.040039
	Iteration 19Q: 3 clusters Score -6324600 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -6325128.500000 Penalty: 3538.040039
	Iteration 20F: 3 clusters Score -6325128 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -6325679.500000 Penalty: 3538.040039
	Iteration 21Q: 3 clusters Score -6325680 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -6326156.000000 Penalty: 3538.040039
	Iteration 22Q: 3 clusters Score -6326156 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -6326575.500000 Penalty: 3538.040039
	Iteration 23Q: 3 clusters Score -6326576 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -6326935.500000 Penalty: 3538.040039
	Iteration 24Q: 3 clusters Score -6326936 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -6327274.500000 Penalty: 3538.040039
	Iteration 25Q: 3 clusters Score -6327274 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -6327513.500000 Penalty: 3538.040039
	Iteration 26Q: 3 clusters Score -6327514 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -6327710.500000 Penalty: 3538.040039
	Iteration 27Q: 3 clusters Score -6327710 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -6327887.000000 Penalty: 3538.040039
	Iteration 28Q: 3 clusters Score -6327887 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -6327989.000000 Penalty: 3538.040039
	Iteration 29Q: 3 clusters Score -6327989 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -6328076.500000 Penalty: 3538.040039
	Iteration 30Q: 3 clusters Score -6328076 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -6328151.000000 Penalty: 3538.040039
	Iteration 31Q: 3 clusters Score -6328151 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -6328227.500000 Penalty: 3538.040039
	Iteration 32Q: 3 clusters Score -6328228 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -6328273.500000 Penalty: 3538.040039
	Iteration 33Q: 3 clusters Score -6328274 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -6328341.000000 Penalty: 3538.040039
	Iteration 34Q: 3 clusters Score -6328341 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -6328372.500000 Penalty: 3538.040039
	Iteration 35Q: 3 clusters Score -6328372 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -6328417.500000 Penalty: 3538.040039
	Iteration 36Q: 3 clusters Score -6328418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -6328455.000000 Penalty: 3538.040039
	Iteration 37Q: 3 clusters Score -6328455 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -6328492.000000 Penalty: 3538.040039
	Iteration 38Q: 3 clusters Score -6328492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -6328548.500000 Penalty: 3538.040039
	Iteration 39Q: 3 clusters Score -6328548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -6328564.500000 Penalty: 3538.040039
	Iteration 40F: 3 clusters Score -6328564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -6328607.000000 Penalty: 3538.040039
	Iteration 41Q: 3 clusters Score -6328607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -6328620.000000 Penalty: 3538.040039
	Iteration 42Q: 3 clusters Score -6328620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -6328630.000000 Penalty: 3538.040039
	Iteration 43Q: 3 clusters Score -6328630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -6328653.000000 Penalty: 3538.040039
	Iteration 44Q: 3 clusters Score -6328653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -6328650.500000 Penalty: 3538.040039
	Iteration 45Q: 3 clusters Score -6328650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -6328656.500000 Penalty: 3538.040039
	Iteration 46Q: 3 clusters Score -6328656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -6328660.500000 Penalty: 3538.040039
	Iteration 47Q: 3 clusters Score -6328660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -6328658.500000 Penalty: 3538.040039
	Iteration 48Q: 3 clusters Score -6328658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -6328666.000000 Penalty: 3538.040039
	Iteration 49Q: 3 clusters Score -6328666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -6328669.000000 Penalty: 3538.040039
	Iteration 50Q: 3 clusters Score -6328669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -6328668.000000 Penalty: 3538.040039
	Iteration 51Q: 3 clusters Score -6328668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -6328669.500000 Penalty: 3538.040039
	Iteration 52Q: 3 clusters Score -6328670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -6328673.500000 Penalty: 3538.040039
	Iteration 53Q: 3 clusters Score -6328674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -6328685.500000 Penalty: 3538.040039
	Iteration 54Q: 3 clusters Score -6328686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -6328685.500000 Penalty: 3538.040039
	Iteration 55Q: 3 clusters Score -6328686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -6328691.500000 Penalty: 3538.040039
	Iteration 56Q: 3 clusters Score -6328692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -6328693.000000 Penalty: 3538.040039
	Iteration 57Q: 3 clusters Score -6328693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -6328689.500000 Penalty: 3538.040039
	Iteration 58Q: 3 clusters Score -6328690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -6328691.500000 Penalty: 3538.040039
	Iteration 59Q: 3 clusters Score -6328692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -6328694.000000 Penalty: 3538.040039
	Iteration 60F: 3 clusters Score -6328694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -6328695.000000 Penalty: 3538.040039
	Iteration 61Q: 3 clusters Score -6328695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -6328694.500000 Penalty: 3538.040039
	Iteration 62Q: 3 clusters Score -6328694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -6328697.000000 Penalty: 3538.040039
	Iteration 63Q: 3 clusters Score -6328697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -6328700.000000 Penalty: 3538.040039
	Iteration 64Q: 3 clusters Score -6328700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -6328697.000000 Penalty: 3538.040039
	Iteration 65Q: 3 clusters Score -6328697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -6328706.000000 Penalty: 3538.040039
	Iteration 66Q: 3 clusters Score -6328706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -6328702.500000 Penalty: 3538.040039
	Iteration 67Q: 3 clusters Score -6328702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -6328705.500000 Penalty: 3538.040039
	Iteration 68Q: 3 clusters Score -6328706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -6328697.500000 Penalty: 3538.040039
	Iteration 69Q: 3 clusters Score -6328698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -6328704.500000 Penalty: 3538.040039
	Iteration 70Q: 3 clusters Score -6328704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -6328700.500000 Penalty: 3538.040039
	Iteration 71Q: 3 clusters Score -6328700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -6328703.500000 Penalty: 3538.040039
	Iteration 72Q: 3 clusters Score -6328704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -6328705.000000 Penalty: 3538.040039
	Iteration 73Q: 3 clusters Score -6328705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -6328706.000000 Penalty: 3538.040039
	Iteration 74Q: 3 clusters Score -6328706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -6328706.000000 Penalty: 3538.040039
	Iteration 75F: 3 clusters Score -6328706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -337471.343750 Penalty: 1303.720703
	Iteration 0F: 2 clusters Score -337471.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -334727.062500 Penalty: 2607.441406
	Iteration 0F: 3 clusters Score -334727.1 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -335362.500000 Penalty: 2607.441406
	Iteration 1F: 3 clusters Score -335362.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -335478.343750 Penalty: 2607.441406
	Iteration 2F: 3 clusters Score -335478.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -335548.750000 Penalty: 2607.441406
	Iteration 3Q: 3 clusters Score -335548.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -335622.500000 Penalty: 2607.441406
	Iteration 4Q: 3 clusters Score -335622.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -335679.125000 Penalty: 2607.441406
	Iteration 5Q: 3 clusters Score -335679.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -335733.312500 Penalty: 2607.441406
	Iteration 6Q: 3 clusters Score -335733.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -335778.437500 Penalty: 2607.441406
	Iteration 7Q: 3 clusters Score -335778.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -335808.093750 Penalty: 2607.441406
	Iteration 8Q: 3 clusters Score -335808.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -335848.218750 Penalty: 2607.441406
	Iteration 9Q: 3 clusters Score -335848.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -335890.250000 Penalty: 2607.441406
	Iteration 10Q: 3 clusters Score -335890.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -335923.500000 Penalty: 2607.441406
	Iteration 11Q: 3 clusters Score -335923.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -335949.593750 Penalty: 2607.441406
	Iteration 12Q: 3 clusters Score -335949.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -335971.156250 Penalty: 2607.441406
	Iteration 13Q: 3 clusters Score -335971.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -335991.093750 Penalty: 2607.441406
	Iteration 14Q: 3 clusters Score -335991.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -336007.125000 Penalty: 2607.441406
	Iteration 15Q: 3 clusters Score -336007.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -336025.437500 Penalty: 2607.441406
	Iteration 16Q: 3 clusters Score -336025.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -336037.250000 Penalty: 2607.441406
	Iteration 17Q: 3 clusters Score -336037.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -336049.718750 Penalty: 2607.441406
	Iteration 18Q: 3 clusters Score -336049.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -336063.250000 Penalty: 2607.441406
	Iteration 19Q: 3 clusters Score -336063.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -336083.687500 Penalty: 2607.441406
	Iteration 20F: 3 clusters Score -336083.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -336101.312500 Penalty: 2607.441406
	Iteration 21Q: 3 clusters Score -336101.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -336109.312500 Penalty: 2607.441406
	Iteration 22Q: 3 clusters Score -336109.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -336113.531250 Penalty: 2607.441406
	Iteration 23Q: 3 clusters Score -336113.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -336115.375000 Penalty: 2607.441406
	Iteration 24Q: 3 clusters Score -336115.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -336116.750000 Penalty: 2607.441406
	Iteration 25Q: 3 clusters Score -336116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -336118.656250 Penalty: 2607.441406
	Iteration 26Q: 3 clusters Score -336118.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -336124.000000 Penalty: 2607.441406
	Iteration 27Q: 3 clusters Score -336124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -336126.937500 Penalty: 2607.441406
	Iteration 28Q: 3 clusters Score -336126.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -336130.531250 Penalty: 2607.441406
	Iteration 29Q: 3 clusters Score -336130.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -336138.062500 Penalty: 2607.441406
	Iteration 30Q: 3 clusters Score -336138.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -336144.781250 Penalty: 2607.441406
	Iteration 31Q: 3 clusters Score -336144.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -336152.062500 Penalty: 2607.441406
	Iteration 32Q: 3 clusters Score -336152.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -336156.437500 Penalty: 2607.441406
	Iteration 33Q: 3 clusters Score -336156.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -336160.343750 Penalty: 2607.441406
	Iteration 34Q: 3 clusters Score -336160.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -336162.406250 Penalty: 2607.441406
	Iteration 35Q: 3 clusters Score -336162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -336163.031250 Penalty: 2607.441406
	Iteration 36Q: 3 clusters Score -336163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -336164.250000 Penalty: 2607.441406
	Iteration 37Q: 3 clusters Score -336164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -336164.750000 Penalty: 2607.441406
	Iteration 38Q: 3 clusters Score -336164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -336166.656250 Penalty: 2607.441406
	Iteration 39Q: 3 clusters Score -336166.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -336166.531250 Penalty: 2607.441406
	Iteration 40F: 3 clusters Score -336166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -336167.718750 Penalty: 2607.441406
	Iteration 41Q: 3 clusters Score -336167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -336168.781250 Penalty: 2607.441406
	Iteration 42Q: 3 clusters Score -336168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -336168.906250 Penalty: 2607.441406
	Iteration 43Q: 3 clusters Score -336168.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -336170.312500 Penalty: 2607.441406
	Iteration 44Q: 3 clusters Score -336170.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -336170.281250 Penalty: 2607.441406
	Iteration 45Q: 3 clusters Score -336170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -336171.375000 Penalty: 2607.441406
	Iteration 46Q: 3 clusters Score -336171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -336172.687500 Penalty: 2607.441406
	Iteration 47Q: 3 clusters Score -336172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -336172.500000 Penalty: 2607.441406
	Iteration 48Q: 3 clusters Score -336172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -336172.968750 Penalty: 2607.441406
	Iteration 49Q: 3 clusters Score -336173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -336173.218750 Penalty: 2607.441406
	Iteration 50Q: 3 clusters Score -336173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -336173.218750 Penalty: 2607.441406
	Iteration 51F: 3 clusters Score -336173.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Entering Unmasked Estep 
Score: -7246872.000000 Penalty: 1793.637939
	Iteration 0F: 2 clusters Score -7246872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -7205546.000000 Penalty: 3587.275879
	Iteration 0F: 3 clusters Score -7205546 nChanged 29479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -7222364.500000 Penalty: 3587.275879
	Iteration 1F: 3 clusters Score -7222364 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -7223130.500000 Penalty: 3587.275879
	Iteration 2Q: 3 clusters Score -7223130 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -7224054.000000 Penalty: 3587.275879
	Iteration 3Q: 3 clusters Score -7224054 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -7225258.000000 Penalty: 3587.275879
	Iteration 4Q: 3 clusters Score -7225258 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -7226879.000000 Penalty: 3587.275879
	Iteration 5Q: 3 clusters Score -7226879 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -7228809.000000 Penalty: 3587.275879
	Iteration 6F: 3 clusters Score -7228809 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -7231010.500000 Penalty: 3587.275879
	Iteration 7F: 3 clusters Score -7231010 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -7233185.000000 Penalty: 3587.275879
	Iteration 8F: 3 clusters Score -7233185 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -7235021.500000 Penalty: 3587.275879
	Iteration 9F: 3 clusters Score -7235022 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -7236084.000000 Penalty: 3587.275879
	Iteration 10Q: 3 clusters Score -7236084 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -7236604.500000 Penalty: 3587.275879
	Iteration 11Q: 3 clusters Score -7236604 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -7236870.000000 Penalty: 3587.275879
	Iteration 12Q: 3 clusters Score -7236870 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -7237094.500000 Penalty: 3587.275879
	Iteration 13Q: 3 clusters Score -7237094 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -7237266.500000 Penalty: 3587.275879
	Iteration 14Q: 3 clusters Score -7237266 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -7237465.500000 Penalty: 3587.275879
	Iteration 15Q: 3 clusters Score -7237466 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -7237596.500000 Penalty: 3587.275879
	Iteration 16Q: 3 clusters Score -7237596 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -7237812.000000 Penalty: 3587.275879
	Iteration 17Q: 3 clusters Score -7237812 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -7238044.500000 Penalty: 3587.275879
	Iteration 18Q: 3 clusters Score -7238044 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -7238255.500000 Penalty: 3587.275879
	Iteration 19Q: 3 clusters Score -7238256 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -7238427.000000 Penalty: 3587.275879
	Iteration 20F: 3 clusters Score -7238427 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -7238659.500000 Penalty: 3587.275879
	Iteration 21Q: 3 clusters Score -7238660 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -7238975.500000 Penalty: 3587.275879
	Iteration 22Q: 3 clusters Score -7238976 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -7239363.500000 Penalty: 3587.275879
	Iteration 23Q: 3 clusters Score -7239364 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -7239703.000000 Penalty: 3587.275879
	Iteration 24Q: 3 clusters Score -7239703 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -7240082.000000 Penalty: 3587.275879
	Iteration 25Q: 3 clusters Score -7240082 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -7240454.500000 Penalty: 3587.275879
	Iteration 26Q: 3 clusters Score -7240454 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -7240941.000000 Penalty: 3587.275879
	Iteration 27Q: 3 clusters Score -7240941 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -7241438.500000 Penalty: 3587.275879
	Iteration 28Q: 3 clusters Score -7241438 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -7241928.000000 Penalty: 3587.275879
	Iteration 29Q: 3 clusters Score -7241928 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -7242376.000000 Penalty: 3587.275879
	Iteration 30Q: 3 clusters Score -7242376 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -7242900.500000 Penalty: 3587.275879
	Iteration 31Q: 3 clusters Score -7242900 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 58555 members 
Entering Unmasked Estep 
Score: -7243350.000000 Penalty: 3587.275879
	Iteration 32Q: 3 clusters Score -7243350 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -7243752.000000 Penalty: 3587.275879
	Iteration 33Q: 3 clusters Score -7243752 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -7244152.500000 Penalty: 3587.275879
	Iteration 34Q: 3 clusters Score -7244152 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -7244474.500000 Penalty: 3587.275879
	Iteration 35Q: 3 clusters Score -7244474 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -7244724.000000 Penalty: 3587.275879
	Iteration 36Q: 3 clusters Score -7244724 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -7244914.500000 Penalty: 3587.275879
	Iteration 37Q: 3 clusters Score -7244914 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -7245056.000000 Penalty: 3587.275879
	Iteration 38Q: 3 clusters Score -7245056 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -7245122.000000 Penalty: 3587.275879
	Iteration 39Q: 3 clusters Score -7245122 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -7245178.000000 Penalty: 3587.275879
	Iteration 40F: 3 clusters Score -7245178 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -7245230.000000 Penalty: 3587.275879
	Iteration 41Q: 3 clusters Score -7245230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -7245251.000000 Penalty: 3587.275879
	Iteration 42Q: 3 clusters Score -7245251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -7245271.500000 Penalty: 3587.275879
	Iteration 43Q: 3 clusters Score -7245272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -7245284.500000 Penalty: 3587.275879
	Iteration 44Q: 3 clusters Score -7245284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -7245294.500000 Penalty: 3587.275879
	Iteration 45Q: 3 clusters Score -7245294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
Score: -7245303.500000 Penalty: 3587.275879
	Iteration 46Q: 3 clusters Score -7245304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -7245322.500000 Penalty: 3587.275879
	Iteration 47Q: 3 clusters Score -7245322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -7245327.500000 Penalty: 3587.275879
	Iteration 48Q: 3 clusters Score -7245328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -7245347.500000 Penalty: 3587.275879
	Iteration 49Q: 3 clusters Score -7245348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -7245351.500000 Penalty: 3587.275879
	Iteration 50Q: 3 clusters Score -7245352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -7245368.500000 Penalty: 3587.275879
	Iteration 51Q: 3 clusters Score -7245368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -7245374.000000 Penalty: 3587.275879
	Iteration 52Q: 3 clusters Score -7245374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -7245379.000000 Penalty: 3587.275879
	Iteration 53Q: 3 clusters Score -7245379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -7245379.500000 Penalty: 3587.275879
	Iteration 54Q: 3 clusters Score -7245380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -7245390.000000 Penalty: 3587.275879
	Iteration 55Q: 3 clusters Score -7245390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -7245396.500000 Penalty: 3587.275879
	Iteration 56Q: 3 clusters Score -7245396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -7245394.000000 Penalty: 3587.275879
	Iteration 57Q: 3 clusters Score -7245394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -7245391.000000 Penalty: 3587.275879
	Iteration 58Q: 3 clusters Score -7245391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 61815 members 
Entering Unmasked Estep 
Score: -7245393.500000 Penalty: 3587.275879
	Iteration 59Q: 3 clusters Score -7245394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -7245398.500000 Penalty: 3587.275879
	Iteration 60F: 3 clusters Score -7245398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -143313.765625 Penalty: 1158.380615
	Iteration 0F: 2 clusters Score -143313.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -141705.453125 Penalty: 2316.761230
	Iteration 0F: 3 clusters Score -141705.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142009.234375 Penalty: 2316.761230
	Iteration 1F: 3 clusters Score -142009.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142099.218750 Penalty: 2316.761230
	Iteration 2F: 3 clusters Score -142099.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -142141.437500 Penalty: 2316.761230
	Iteration 3Q: 3 clusters Score -142141.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -142155.312500 Penalty: 2316.761230
	Iteration 4Q: 3 clusters Score -142155.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -142165.921875 Penalty: 2316.761230
	Iteration 5Q: 3 clusters Score -142165.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -142172.312500 Penalty: 2316.761230
	Iteration 6Q: 3 clusters Score -142172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -142175.109375 Penalty: 2316.761230
	Iteration 7Q: 3 clusters Score -142175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -142176.593750 Penalty: 2316.761230
	Iteration 8Q: 3 clusters Score -142176.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142178.328125 Penalty: 2316.761230
	Iteration 9Q: 3 clusters Score -142178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142180.796875 Penalty: 2316.761230
	Iteration 10Q: 3 clusters Score -142180.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -142182.343750 Penalty: 2316.761230
	Iteration 11Q: 3 clusters Score -142182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142183.218750 Penalty: 2316.761230
	Iteration 12Q: 3 clusters Score -142183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142183.328125 Penalty: 2316.761230
	Iteration 13Q: 3 clusters Score -142183.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142183.812500 Penalty: 2316.761230
	Iteration 14Q: 3 clusters Score -142183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -142184.718750 Penalty: 2316.761230
	Iteration 15Q: 3 clusters Score -142184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -142185.609375 Penalty: 2316.761230
	Iteration 16Q: 3 clusters Score -142185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142186.625000 Penalty: 2316.761230
	Iteration 17Q: 3 clusters Score -142186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142188.734375 Penalty: 2316.761230
	Iteration 18Q: 3 clusters Score -142188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -142192.031250 Penalty: 2316.761230
	Iteration 19Q: 3 clusters Score -142192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -142194.984375 Penalty: 2316.761230
	Iteration 20F: 3 clusters Score -142195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142195.062500 Penalty: 2316.761230
	Iteration 21Q: 3 clusters Score -142195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -142195.562500 Penalty: 2316.761230
	Iteration 22Q: 3 clusters Score -142195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -142195.562500 Penalty: 2316.761230
	Iteration 23F: 3 clusters Score -142195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Entering Unmasked Estep 
Score: -8247350.500000 Penalty: 1815.586670
	Iteration 0F: 2 clusters Score -8247350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -8200112.000000 Penalty: 3631.173340
	Iteration 0F: 3 clusters Score -8200112 nChanged 33636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -8219332.000000 Penalty: 3631.173340
	Iteration 1F: 3 clusters Score -8219332 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -8220052.500000 Penalty: 3631.173340
	Iteration 2Q: 3 clusters Score -8220052 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -8220927.000000 Penalty: 3631.173340
	Iteration 3Q: 3 clusters Score -8220927 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -8221973.500000 Penalty: 3631.173340
	Iteration 4Q: 3 clusters Score -8221974 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -8223460.000000 Penalty: 3631.173340
	Iteration 5Q: 3 clusters Score -8223460 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -8225521.500000 Penalty: 3631.173340
	Iteration 6F: 3 clusters Score -8225522 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -8228460.000000 Penalty: 3631.173340
	Iteration 7F: 3 clusters Score -8228460 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -8232171.500000 Penalty: 3631.173340
	Iteration 8F: 3 clusters Score -8232172 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -8235484.000000 Penalty: 3631.173340
	Iteration 9F: 3 clusters Score -8235484 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -8237484.000000 Penalty: 3631.173340
	Iteration 10Q: 3 clusters Score -8237484 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -8238512.500000 Penalty: 3631.173340
	Iteration 11Q: 3 clusters Score -8238512 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -8239235.000000 Penalty: 3631.173340
	Iteration 12Q: 3 clusters Score -8239235 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -8239836.500000 Penalty: 3631.173340
	Iteration 13Q: 3 clusters Score -8239836 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -8240345.000000 Penalty: 3631.173340
	Iteration 14Q: 3 clusters Score -8240345 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -8240884.000000 Penalty: 3631.173340
	Iteration 15Q: 3 clusters Score -8240884 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -8241464.500000 Penalty: 3631.173340
	Iteration 16Q: 3 clusters Score -8241464 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -8241932.500000 Penalty: 3631.173340
	Iteration 17Q: 3 clusters Score -8241932 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -8242380.500000 Penalty: 3631.173340
	Iteration 18Q: 3 clusters Score -8242380 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -8242828.000000 Penalty: 3631.173340
	Iteration 19Q: 3 clusters Score -8242828 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -8243241.000000 Penalty: 3631.173340
	Iteration 20F: 3 clusters Score -8243241 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -8243642.000000 Penalty: 3631.173340
	Iteration 21Q: 3 clusters Score -8243642 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -8243942.500000 Penalty: 3631.173340
	Iteration 22Q: 3 clusters Score -8243942 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -8244202.000000 Penalty: 3631.173340
	Iteration 23Q: 3 clusters Score -8244202 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -8244494.500000 Penalty: 3631.173340
	Iteration 24Q: 3 clusters Score -8244494 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -8244709.500000 Penalty: 3631.173340
	Iteration 25Q: 3 clusters Score -8244710 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -8244924.500000 Penalty: 3631.173340
	Iteration 26Q: 3 clusters Score -8244924 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -8245125.500000 Penalty: 3631.173340
	Iteration 27Q: 3 clusters Score -8245126 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -8245254.000000 Penalty: 3631.173340
	Iteration 28Q: 3 clusters Score -8245254 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -8245386.000000 Penalty: 3631.173340
	Iteration 29Q: 3 clusters Score -8245386 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -8245493.000000 Penalty: 3631.173340
	Iteration 30Q: 3 clusters Score -8245493 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -8245590.000000 Penalty: 3631.173340
	Iteration 31Q: 3 clusters Score -8245590 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -8245634.500000 Penalty: 3631.173340
	Iteration 32Q: 3 clusters Score -8245634 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -8245684.500000 Penalty: 3631.173340
	Iteration 33Q: 3 clusters Score -8245684 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -8245728.000000 Penalty: 3631.173340
	Iteration 34Q: 3 clusters Score -8245728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -8245781.000000 Penalty: 3631.173340
	Iteration 35Q: 3 clusters Score -8245781 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -8245808.500000 Penalty: 3631.173340
	Iteration 36Q: 3 clusters Score -8245808 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -8245829.500000 Penalty: 3631.173340
	Iteration 37Q: 3 clusters Score -8245830 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -8245843.500000 Penalty: 3631.173340
	Iteration 38Q: 3 clusters Score -8245844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -8245869.000000 Penalty: 3631.173340
	Iteration 39Q: 3 clusters Score -8245869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -8245872.000000 Penalty: 3631.173340
	Iteration 40F: 3 clusters Score -8245872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -8245884.500000 Penalty: 3631.173340
	Iteration 41Q: 3 clusters Score -8245884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -8245904.500000 Penalty: 3631.173340
	Iteration 42Q: 3 clusters Score -8245904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
Score: -8245912.500000 Penalty: 3631.173340
	Iteration 43Q: 3 clusters Score -8245912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -8245910.500000 Penalty: 3631.173340
	Iteration 44Q: 3 clusters Score -8245910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -8245915.000000 Penalty: 3631.173340
	Iteration 45Q: 3 clusters Score -8245915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -8245915.000000 Penalty: 3631.173340
	Iteration 46Q: 3 clusters Score -8245915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 70389 members 
Entering Unmasked Estep 
Score: -8245922.000000 Penalty: 3631.173340
	Iteration 47Q: 3 clusters Score -8245922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -8245922.500000 Penalty: 3631.173340
	Iteration 48Q: 3 clusters Score -8245922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -8245924.000000 Penalty: 3631.173340
	Iteration 49Q: 3 clusters Score -8245924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -8245917.500000 Penalty: 3631.173340
	Iteration 50Q: 3 clusters Score -8245918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -8245923.500000 Penalty: 3631.173340
	Iteration 51Q: 3 clusters Score -8245924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -8245917.000000 Penalty: 3631.173340
	Iteration 52Q: 3 clusters Score -8245917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -8245925.000000 Penalty: 3631.173340
	Iteration 53Q: 3 clusters Score -8245925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -8245924.000000 Penalty: 3631.173340
	Iteration 54Q: 3 clusters Score -8245924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -8245924.500000 Penalty: 3631.173340
	Iteration 55Q: 3 clusters Score -8245924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
Score: -8245923.000000 Penalty: 3631.173340
	Iteration 56Q: 3 clusters Score -8245923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -8245926.500000 Penalty: 3631.173340
	Iteration 57Q: 3 clusters Score -8245926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -8245928.500000 Penalty: 3631.173340
	Iteration 58Q: 3 clusters Score -8245928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -8245924.000000 Penalty: 3631.173340
	Iteration 59Q: 3 clusters Score -8245924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -8245925.500000 Penalty: 3631.173340
	Iteration 60F: 3 clusters Score -8245926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -8245929.000000 Penalty: 3631.173340
	Iteration 61Q: 3 clusters Score -8245929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -8245927.000000 Penalty: 3631.173340
	Iteration 62Q: 3 clusters Score -8245927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -8245936.500000 Penalty: 3631.173340
	Iteration 63Q: 3 clusters Score -8245936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -8245933.500000 Penalty: 3631.173340
	Iteration 64Q: 3 clusters Score -8245934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -8245939.000000 Penalty: 3631.173340
	Iteration 65Q: 3 clusters Score -8245939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -8245934.500000 Penalty: 3631.173340
	Iteration 66Q: 3 clusters Score -8245934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -8245936.500000 Penalty: 3631.173340
	Iteration 67Q: 3 clusters Score -8245936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -8245936.000000 Penalty: 3631.173340
	Iteration 68Q: 3 clusters Score -8245936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -8245944.000000 Penalty: 3631.173340
	Iteration 69Q: 3 clusters Score -8245944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -8245943.500000 Penalty: 3631.173340
	Iteration 70Q: 3 clusters Score -8245944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -8245944.500000 Penalty: 3631.173340
	Iteration 71Q: 3 clusters Score -8245944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -8245946.500000 Penalty: 3631.173340
	Iteration 72Q: 3 clusters Score -8245946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -8245942.000000 Penalty: 3631.173340
	Iteration 73Q: 3 clusters Score -8245942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -8245948.500000 Penalty: 3631.173340
	Iteration 74Q: 3 clusters Score -8245948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -8245940.000000 Penalty: 3631.173340
	Iteration 75Q: 3 clusters Score -8245940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -8245950.500000 Penalty: 3631.173340
	Iteration 76Q: 3 clusters Score -8245950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -8245939.500000 Penalty: 3631.173340
	Iteration 77Q: 3 clusters Score -8245940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -8245956.500000 Penalty: 3631.173340
	Iteration 78Q: 3 clusters Score -8245956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -8245958.500000 Penalty: 3631.173340
	Iteration 79Q: 3 clusters Score -8245958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -8245957.500000 Penalty: 3631.173340
	Iteration 80F: 3 clusters Score -8245958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -8245956.000000 Penalty: 3631.173340
	Iteration 81Q: 3 clusters Score -8245956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 70538 members 
Entering Unmasked Estep 
Score: -8245961.500000 Penalty: 3631.173340
	Iteration 82Q: 3 clusters Score -8245962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -8245960.500000 Penalty: 3631.173340
	Iteration 83Q: 3 clusters Score -8245960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -8245962.000000 Penalty: 3631.173340
	Iteration 84Q: 3 clusters Score -8245962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -8245964.500000 Penalty: 3631.173340
	Iteration 85Q: 3 clusters Score -8245964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 70547 members 
Entering Unmasked Estep 
Score: -8245964.500000 Penalty: 3631.173340
	Iteration 86F: 3 clusters Score -8245964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -41548.640625 Penalty: 978.810242
	Iteration 0F: 2 clusters Score -41548.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40565.578125 Penalty: 1957.620483
	Iteration 0F: 3 clusters Score -40565.58 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40749.089844 Penalty: 1957.620483
	Iteration 1F: 3 clusters Score -40749.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40806.156250 Penalty: 1957.620483
	Iteration 2F: 3 clusters Score -40806.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40830.046875 Penalty: 1957.620483
	Iteration 3Q: 3 clusters Score -40830.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40840.726562 Penalty: 1957.620483
	Iteration 4Q: 3 clusters Score -40840.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40855.414062 Penalty: 1957.620483
	Iteration 5Q: 3 clusters Score -40855.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40859.664062 Penalty: 1957.620483
	Iteration 6Q: 3 clusters Score -40859.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40862.847656 Penalty: 1957.620483
	Iteration 7Q: 3 clusters Score -40862.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40867.335938 Penalty: 1957.620483
	Iteration 8Q: 3 clusters Score -40867.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40872.738281 Penalty: 1957.620483
	Iteration 9Q: 3 clusters Score -40872.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40875.976562 Penalty: 1957.620483
	Iteration 10Q: 3 clusters Score -40875.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40877.105469 Penalty: 1957.620483
	Iteration 11Q: 3 clusters Score -40877.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40878.453125 Penalty: 1957.620483
	Iteration 12Q: 3 clusters Score -40878.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40881.636719 Penalty: 1957.620483
	Iteration 13Q: 3 clusters Score -40881.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40884.316406 Penalty: 1957.620483
	Iteration 14Q: 3 clusters Score -40884.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40889.183594 Penalty: 1957.620483
	Iteration 15Q: 3 clusters Score -40889.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40900.082031 Penalty: 1957.620483
	Iteration 16Q: 3 clusters Score -40900.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40913.710938 Penalty: 1957.620483
	Iteration 17Q: 3 clusters Score -40913.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40920.273438 Penalty: 1957.620483
	Iteration 18Q: 3 clusters Score -40920.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40931.757812 Penalty: 1957.620483
	Iteration 19Q: 3 clusters Score -40931.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40938.347656 Penalty: 1957.620483
	Iteration 20F: 3 clusters Score -40938.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40940.386719 Penalty: 1957.620483
	Iteration 21Q: 3 clusters Score -40940.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40941.796875 Penalty: 1957.620483
	Iteration 22Q: 3 clusters Score -40941.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40941.796875 Penalty: 1957.620483
	Iteration 23F: 3 clusters Score -40941.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Entering Unmasked Estep 
Score: -546220.687500 Penalty: 1374.851196
	Iteration 0F: 2 clusters Score -546220.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -542422.875000 Penalty: 2749.702393
	Iteration 0F: 3 clusters Score -542422.9 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -543445.250000 Penalty: 2749.702393
	Iteration 1F: 3 clusters Score -543445.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -543620.875000 Penalty: 2749.702393
	Iteration 2F: 3 clusters Score -543620.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -543738.875000 Penalty: 2749.702393
	Iteration 3Q: 3 clusters Score -543738.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -543865.812500 Penalty: 2749.702393
	Iteration 4Q: 3 clusters Score -543865.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -544002.125000 Penalty: 2749.702393
	Iteration 5Q: 3 clusters Score -544002.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -544182.812500 Penalty: 2749.702393
	Iteration 6Q: 3 clusters Score -544182.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -544362.750000 Penalty: 2749.702393
	Iteration 7Q: 3 clusters Score -544362.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -544541.562500 Penalty: 2749.702393
	Iteration 8Q: 3 clusters Score -544541.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -544720.125000 Penalty: 2749.702393
	Iteration 9Q: 3 clusters Score -544720.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -544878.125000 Penalty: 2749.702393
	Iteration 10Q: 3 clusters Score -544878.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -544979.625000 Penalty: 2749.702393
	Iteration 11Q: 3 clusters Score -544979.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -545051.875000 Penalty: 2749.702393
	Iteration 12Q: 3 clusters Score -545051.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -545096.375000 Penalty: 2749.702393
	Iteration 13Q: 3 clusters Score -545096.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -545129.125000 Penalty: 2749.702393
	Iteration 14Q: 3 clusters Score -545129.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -545148.125000 Penalty: 2749.702393
	Iteration 15Q: 3 clusters Score -545148.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -545160.750000 Penalty: 2749.702393
	Iteration 16Q: 3 clusters Score -545160.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -545171.125000 Penalty: 2749.702393
	Iteration 17Q: 3 clusters Score -545171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -545175.375000 Penalty: 2749.702393
	Iteration 18Q: 3 clusters Score -545175.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -545177.437500 Penalty: 2749.702393
	Iteration 19Q: 3 clusters Score -545177.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -545180.625000 Penalty: 2749.702393
	Iteration 20F: 3 clusters Score -545180.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -545183.125000 Penalty: 2749.702393
	Iteration 21Q: 3 clusters Score -545183.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -545185.000000 Penalty: 2749.702393
	Iteration 22Q: 3 clusters Score -545185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -545186.875000 Penalty: 2749.702393
	Iteration 23Q: 3 clusters Score -545186.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -545190.500000 Penalty: 2749.702393
	Iteration 24Q: 3 clusters Score -545190.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -545193.625000 Penalty: 2749.702393
	Iteration 25Q: 3 clusters Score -545193.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -545196.687500 Penalty: 2749.702393
	Iteration 26Q: 3 clusters Score -545196.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -545199.937500 Penalty: 2749.702393
	Iteration 27Q: 3 clusters Score -545199.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -545201.687500 Penalty: 2749.702393
	Iteration 28Q: 3 clusters Score -545201.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -545202.937500 Penalty: 2749.702393
	Iteration 29Q: 3 clusters Score -545202.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -545204.187500 Penalty: 2749.702393
	Iteration 30Q: 3 clusters Score -545204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -545204.125000 Penalty: 2749.702393
	Iteration 31Q: 3 clusters Score -545204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -545204.687500 Penalty: 2749.702393
	Iteration 32Q: 3 clusters Score -545204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -545205.062500 Penalty: 2749.702393
	Iteration 33Q: 3 clusters Score -545205.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -545205.062500 Penalty: 2749.702393
	Iteration 34F: 3 clusters Score -545205.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Entering Unmasked Estep 
Score: -1828895.750000 Penalty: 1570.207642
	Iteration 0F: 2 clusters Score -1828896 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 7848 members 
Entering Unmasked Estep 
Score: -1817961.375000 Penalty: 3140.415283
	Iteration 0F: 3 clusters Score -1817961 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1821778.875000 Penalty: 3140.415283
	Iteration 1F: 3 clusters Score -1821779 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1822023.500000 Penalty: 3140.415283
	Iteration 2Q: 3 clusters Score -1822024 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1822224.750000 Penalty: 3140.415283
	Iteration 3Q: 3 clusters Score -1822225 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1822385.625000 Penalty: 3140.415283
	Iteration 4Q: 3 clusters Score -1822386 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1822524.125000 Penalty: 3140.415283
	Iteration 5Q: 3 clusters Score -1822524 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1822658.750000 Penalty: 3140.415283
	Iteration 6Q: 3 clusters Score -1822659 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1822794.375000 Penalty: 3140.415283
	Iteration 7Q: 3 clusters Score -1822794 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1822959.625000 Penalty: 3140.415283
	Iteration 8Q: 3 clusters Score -1822960 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1823176.125000 Penalty: 3140.415283
	Iteration 9Q: 3 clusters Score -1823176 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1823494.625000 Penalty: 3140.415283
	Iteration 10Q: 3 clusters Score -1823495 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1823930.625000 Penalty: 3140.415283
	Iteration 11Q: 3 clusters Score -1823931 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1824458.250000 Penalty: 3140.415283
	Iteration 12Q: 3 clusters Score -1824458 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1825004.000000 Penalty: 3140.415283
	Iteration 13Q: 3 clusters Score -1825004 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1825526.500000 Penalty: 3140.415283
	Iteration 14Q: 3 clusters Score -1825526 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1825945.250000 Penalty: 3140.415283
	Iteration 15Q: 3 clusters Score -1825945 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1826200.250000 Penalty: 3140.415283
	Iteration 16Q: 3 clusters Score -1826200 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1826378.625000 Penalty: 3140.415283
	Iteration 17Q: 3 clusters Score -1826379 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1826528.750000 Penalty: 3140.415283
	Iteration 18Q: 3 clusters Score -1826529 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1826666.375000 Penalty: 3140.415283
	Iteration 19Q: 3 clusters Score -1826666 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1826799.750000 Penalty: 3140.415283
	Iteration 20F: 3 clusters Score -1826800 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1826921.250000 Penalty: 3140.415283
	Iteration 21Q: 3 clusters Score -1826921 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1827013.875000 Penalty: 3140.415283
	Iteration 22Q: 3 clusters Score -1827014 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1827098.375000 Penalty: 3140.415283
	Iteration 23Q: 3 clusters Score -1827098 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1827154.750000 Penalty: 3140.415283
	Iteration 24Q: 3 clusters Score -1827155 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1827200.375000 Penalty: 3140.415283
	Iteration 25Q: 3 clusters Score -1827200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1827249.250000 Penalty: 3140.415283
	Iteration 26Q: 3 clusters Score -1827249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1827285.500000 Penalty: 3140.415283
	Iteration 27Q: 3 clusters Score -1827286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1827328.750000 Penalty: 3140.415283
	Iteration 28Q: 3 clusters Score -1827329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1827372.375000 Penalty: 3140.415283
	Iteration 29Q: 3 clusters Score -1827372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1827406.875000 Penalty: 3140.415283
	Iteration 30Q: 3 clusters Score -1827407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1827439.625000 Penalty: 3140.415283
	Iteration 31Q: 3 clusters Score -1827440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1827459.875000 Penalty: 3140.415283
	Iteration 32Q: 3 clusters Score -1827460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1827471.625000 Penalty: 3140.415283
	Iteration 33Q: 3 clusters Score -1827472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1827484.000000 Penalty: 3140.415283
	Iteration 34Q: 3 clusters Score -1827484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1827497.875000 Penalty: 3140.415283
	Iteration 35Q: 3 clusters Score -1827498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1827502.500000 Penalty: 3140.415283
	Iteration 36Q: 3 clusters Score -1827502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1827510.500000 Penalty: 3140.415283
	Iteration 37Q: 3 clusters Score -1827510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1827519.500000 Penalty: 3140.415283
	Iteration 38Q: 3 clusters Score -1827520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1827524.625000 Penalty: 3140.415283
	Iteration 39Q: 3 clusters Score -1827525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1827525.125000 Penalty: 3140.415283
	Iteration 40F: 3 clusters Score -1827525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1827529.750000 Penalty: 3140.415283
	Iteration 41Q: 3 clusters Score -1827530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1827534.500000 Penalty: 3140.415283
	Iteration 42Q: 3 clusters Score -1827534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1827542.000000 Penalty: 3140.415283
	Iteration 43Q: 3 clusters Score -1827542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1827548.500000 Penalty: 3140.415283
	Iteration 44Q: 3 clusters Score -1827548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1827553.000000 Penalty: 3140.415283
	Iteration 45Q: 3 clusters Score -1827553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1827556.875000 Penalty: 3140.415283
	Iteration 46Q: 3 clusters Score -1827557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1827559.750000 Penalty: 3140.415283
	Iteration 47Q: 3 clusters Score -1827560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1827559.000000 Penalty: 3140.415283
	Iteration 48Q: 3 clusters Score -1827559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1827559.375000 Penalty: 3140.415283
	Iteration 49Q: 3 clusters Score -1827559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1827559.375000 Penalty: 3140.415283
	Iteration 50F: 3 clusters Score -1827559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -267932.968750 Penalty: 1261.767090
	Iteration 0F: 2 clusters Score -267933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -265621.812500 Penalty: 2523.534180
	Iteration 0F: 3 clusters Score -265621.8 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -266192.500000 Penalty: 2523.534180
	Iteration 1F: 3 clusters Score -266192.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -266342.000000 Penalty: 2523.534180
	Iteration 2F: 3 clusters Score -266342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -266510.406250 Penalty: 2523.534180
	Iteration 3F: 3 clusters Score -266510.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -266714.468750 Penalty: 2523.534180
	Iteration 4F: 3 clusters Score -266714.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -266990.718750 Penalty: 2523.534180
	Iteration 5F: 3 clusters Score -266990.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -267285.375000 Penalty: 2523.534180
	Iteration 6F: 3 clusters Score -267285.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -267499.437500 Penalty: 2523.534180
	Iteration 7F: 3 clusters Score -267499.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -267622.500000 Penalty: 2523.534180
	Iteration 8Q: 3 clusters Score -267622.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -267679.281250 Penalty: 2523.534180
	Iteration 9Q: 3 clusters Score -267679.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -267711.906250 Penalty: 2523.534180
	Iteration 10Q: 3 clusters Score -267711.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -267731.218750 Penalty: 2523.534180
	Iteration 11Q: 3 clusters Score -267731.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -267746.000000 Penalty: 2523.534180
	Iteration 12Q: 3 clusters Score -267746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -267754.562500 Penalty: 2523.534180
	Iteration 13Q: 3 clusters Score -267754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -267758.843750 Penalty: 2523.534180
	Iteration 14Q: 3 clusters Score -267758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -267759.625000 Penalty: 2523.534180
	Iteration 15Q: 3 clusters Score -267759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -267759.625000 Penalty: 2523.534180
	Iteration 16F: 3 clusters Score -267759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -18273.091797 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18273.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17574.619141 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17574.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17652.513672 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -17652.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17659.365234 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -17659.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17659.365234 Penalty: 1731.559692
	Iteration 3F: 3 clusters Score -17659.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Entering Unmasked Estep 
Score: -3865856.000000 Penalty: 1692.514160
	Iteration 0F: 2 clusters Score -3865856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3843338.000000 Penalty: 3385.028320
	Iteration 0F: 3 clusters Score -3843338 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3851975.500000 Penalty: 3385.028320
	Iteration 1F: 3 clusters Score -3851976 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3852567.250000 Penalty: 3385.028320
	Iteration 2Q: 3 clusters Score -3852567 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3853279.750000 Penalty: 3385.028320
	Iteration 3F: 3 clusters Score -3853280 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3854266.500000 Penalty: 3385.028320
	Iteration 4F: 3 clusters Score -3854266 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3855546.500000 Penalty: 3385.028320
	Iteration 5F: 3 clusters Score -3855546 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3857099.000000 Penalty: 3385.028320
	Iteration 6F: 3 clusters Score -3857099 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3858879.500000 Penalty: 3385.028320
	Iteration 7F: 3 clusters Score -3858880 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3860432.750000 Penalty: 3385.028320
	Iteration 8F: 3 clusters Score -3860433 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -3861579.250000 Penalty: 3385.028320
	Iteration 9Q: 3 clusters Score -3861579 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3862321.500000 Penalty: 3385.028320
	Iteration 10Q: 3 clusters Score -3862322 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -3862845.250000 Penalty: 3385.028320
	Iteration 11Q: 3 clusters Score -3862845 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3863259.500000 Penalty: 3385.028320
	Iteration 12Q: 3 clusters Score -3863260 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -3863569.500000 Penalty: 3385.028320
	Iteration 13Q: 3 clusters Score -3863570 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -3863815.250000 Penalty: 3385.028320
	Iteration 14Q: 3 clusters Score -3863815 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -3864039.750000 Penalty: 3385.028320
	Iteration 15Q: 3 clusters Score -3864040 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -3864226.250000 Penalty: 3385.028320
	Iteration 16Q: 3 clusters Score -3864226 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -3864397.500000 Penalty: 3385.028320
	Iteration 17Q: 3 clusters Score -3864398 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -3864514.000000 Penalty: 3385.028320
	Iteration 18Q: 3 clusters Score -3864514 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3864601.500000 Penalty: 3385.028320
	Iteration 19Q: 3 clusters Score -3864602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -3864671.500000 Penalty: 3385.028320
	Iteration 20F: 3 clusters Score -3864672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -3864721.500000 Penalty: 3385.028320
	Iteration 21Q: 3 clusters Score -3864722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -3864757.000000 Penalty: 3385.028320
	Iteration 22Q: 3 clusters Score -3864757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -3864771.500000 Penalty: 3385.028320
	Iteration 23Q: 3 clusters Score -3864772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -3864784.000000 Penalty: 3385.028320
	Iteration 24Q: 3 clusters Score -3864784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -3864801.500000 Penalty: 3385.028320
	Iteration 25Q: 3 clusters Score -3864802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -3864825.000000 Penalty: 3385.028320
	Iteration 26Q: 3 clusters Score -3864825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -3864833.500000 Penalty: 3385.028320
	Iteration 27Q: 3 clusters Score -3864834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3864846.750000 Penalty: 3385.028320
	Iteration 28Q: 3 clusters Score -3864847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -3864866.500000 Penalty: 3385.028320
	Iteration 29Q: 3 clusters Score -3864866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -3864868.500000 Penalty: 3385.028320
	Iteration 30Q: 3 clusters Score -3864868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -3864883.750000 Penalty: 3385.028320
	Iteration 31Q: 3 clusters Score -3864884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -3864894.000000 Penalty: 3385.028320
	Iteration 32Q: 3 clusters Score -3864894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3864895.750000 Penalty: 3385.028320
	Iteration 33Q: 3 clusters Score -3864896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -3864897.250000 Penalty: 3385.028320
	Iteration 34Q: 3 clusters Score -3864897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -3864898.500000 Penalty: 3385.028320
	Iteration 35Q: 3 clusters Score -3864898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -3864900.750000 Penalty: 3385.028320
	Iteration 36Q: 3 clusters Score -3864901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -3864902.500000 Penalty: 3385.028320
	Iteration 37Q: 3 clusters Score -3864902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -3864906.000000 Penalty: 3385.028320
	Iteration 38Q: 3 clusters Score -3864906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -3864903.250000 Penalty: 3385.028320
	Iteration 39Q: 3 clusters Score -3864903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -3864903.250000 Penalty: 3385.028320
	Iteration 40F: 3 clusters Score -3864903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -486960.187500 Penalty: 1364.924438
	Iteration 0F: 2 clusters Score -486960.2 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 2196 members 
Entering Unmasked Estep 
Score: -483311.781250 Penalty: 2729.848877
	Iteration 0F: 3 clusters Score -483311.8 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -484282.812500 Penalty: 2729.848877
	Iteration 1F: 3 clusters Score -484282.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -484442.562500 Penalty: 2729.848877
	Iteration 2F: 3 clusters Score -484442.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -484546.468750 Penalty: 2729.848877
	Iteration 3Q: 3 clusters Score -484546.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -484636.562500 Penalty: 2729.848877
	Iteration 4Q: 3 clusters Score -484636.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -484729.656250 Penalty: 2729.848877
	Iteration 5Q: 3 clusters Score -484729.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -484852.468750 Penalty: 2729.848877
	Iteration 6Q: 3 clusters Score -484852.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -484994.843750 Penalty: 2729.848877
	Iteration 7Q: 3 clusters Score -484994.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -485148.500000 Penalty: 2729.848877
	Iteration 8Q: 3 clusters Score -485148.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -485289.062500 Penalty: 2729.848877
	Iteration 9Q: 3 clusters Score -485289.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -485450.687500 Penalty: 2729.848877
	Iteration 10Q: 3 clusters Score -485450.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -485609.093750 Penalty: 2729.848877
	Iteration 11Q: 3 clusters Score -485609.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -485772.125000 Penalty: 2729.848877
	Iteration 12Q: 3 clusters Score -485772.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -485907.000000 Penalty: 2729.848877
	Iteration 13Q: 3 clusters Score -485907 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -485995.781250 Penalty: 2729.848877
	Iteration 14Q: 3 clusters Score -485995.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -486049.687500 Penalty: 2729.848877
	Iteration 15Q: 3 clusters Score -486049.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -486090.406250 Penalty: 2729.848877
	Iteration 16Q: 3 clusters Score -486090.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -486111.156250 Penalty: 2729.848877
	Iteration 17Q: 3 clusters Score -486111.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -486123.281250 Penalty: 2729.848877
	Iteration 18Q: 3 clusters Score -486123.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -486133.968750 Penalty: 2729.848877
	Iteration 19Q: 3 clusters Score -486134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -486142.750000 Penalty: 2729.848877
	Iteration 20F: 3 clusters Score -486142.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -486148.906250 Penalty: 2729.848877
	Iteration 21Q: 3 clusters Score -486148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -486152.656250 Penalty: 2729.848877
	Iteration 22Q: 3 clusters Score -486152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -486155.968750 Penalty: 2729.848877
	Iteration 23Q: 3 clusters Score -486156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -486159.281250 Penalty: 2729.848877
	Iteration 24Q: 3 clusters Score -486159.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -486159.281250 Penalty: 2729.848877
	Iteration 25F: 3 clusters Score -486159.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Entering Unmasked Estep 
Score: -447541.843750 Penalty: 1340.852905
	Iteration 0F: 2 clusters Score -447541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -444280.937500 Penalty: 2681.705811
	Iteration 0F: 3 clusters Score -444280.9 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -445173.062500 Penalty: 2681.705811
	Iteration 1F: 3 clusters Score -445173.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -445334.656250 Penalty: 2681.705811
	Iteration 2F: 3 clusters Score -445334.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -445434.375000 Penalty: 2681.705811
	Iteration 3F: 3 clusters Score -445434.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -445513.312500 Penalty: 2681.705811
	Iteration 4Q: 3 clusters Score -445513.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -445576.406250 Penalty: 2681.705811
	Iteration 5Q: 3 clusters Score -445576.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -445629.468750 Penalty: 2681.705811
	Iteration 6Q: 3 clusters Score -445629.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -445669.937500 Penalty: 2681.705811
	Iteration 7Q: 3 clusters Score -445669.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -445706.187500 Penalty: 2681.705811
	Iteration 8Q: 3 clusters Score -445706.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -445740.375000 Penalty: 2681.705811
	Iteration 9Q: 3 clusters Score -445740.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -445765.343750 Penalty: 2681.705811
	Iteration 10Q: 3 clusters Score -445765.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -445783.875000 Penalty: 2681.705811
	Iteration 11Q: 3 clusters Score -445783.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -445801.906250 Penalty: 2681.705811
	Iteration 12Q: 3 clusters Score -445801.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -445813.656250 Penalty: 2681.705811
	Iteration 13Q: 3 clusters Score -445813.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -445819.062500 Penalty: 2681.705811
	Iteration 14Q: 3 clusters Score -445819.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -445827.718750 Penalty: 2681.705811
	Iteration 15Q: 3 clusters Score -445827.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -445836.093750 Penalty: 2681.705811
	Iteration 16Q: 3 clusters Score -445836.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -445845.093750 Penalty: 2681.705811
	Iteration 17Q: 3 clusters Score -445845.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -445855.656250 Penalty: 2681.705811
	Iteration 18Q: 3 clusters Score -445855.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -445867.343750 Penalty: 2681.705811
	Iteration 19Q: 3 clusters Score -445867.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -445883.687500 Penalty: 2681.705811
	Iteration 20F: 3 clusters Score -445883.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -445898.531250 Penalty: 2681.705811
	Iteration 21Q: 3 clusters Score -445898.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -445909.531250 Penalty: 2681.705811
	Iteration 22Q: 3 clusters Score -445909.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -445916.656250 Penalty: 2681.705811
	Iteration 23Q: 3 clusters Score -445916.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -445927.406250 Penalty: 2681.705811
	Iteration 24Q: 3 clusters Score -445927.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -445938.500000 Penalty: 2681.705811
	Iteration 25Q: 3 clusters Score -445938.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -445956.187500 Penalty: 2681.705811
	Iteration 26Q: 3 clusters Score -445956.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -445972.875000 Penalty: 2681.705811
	Iteration 27Q: 3 clusters Score -445972.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -445981.718750 Penalty: 2681.705811
	Iteration 28Q: 3 clusters Score -445981.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -445989.625000 Penalty: 2681.705811
	Iteration 29Q: 3 clusters Score -445989.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -445995.718750 Penalty: 2681.705811
	Iteration 30Q: 3 clusters Score -445995.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -446000.562500 Penalty: 2681.705811
	Iteration 31Q: 3 clusters Score -446000.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -446005.875000 Penalty: 2681.705811
	Iteration 32Q: 3 clusters Score -446005.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -446011.781250 Penalty: 2681.705811
	Iteration 33Q: 3 clusters Score -446011.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -446018.593750 Penalty: 2681.705811
	Iteration 34Q: 3 clusters Score -446018.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -446027.937500 Penalty: 2681.705811
	Iteration 35Q: 3 clusters Score -446027.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -446032.437500 Penalty: 2681.705811
	Iteration 36Q: 3 clusters Score -446032.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -446035.593750 Penalty: 2681.705811
	Iteration 37Q: 3 clusters Score -446035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -446038.000000 Penalty: 2681.705811
	Iteration 38Q: 3 clusters Score -446038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -446040.562500 Penalty: 2681.705811
	Iteration 39Q: 3 clusters Score -446040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -446041.968750 Penalty: 2681.705811
	Iteration 40F: 3 clusters Score -446042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -446045.062500 Penalty: 2681.705811
	Iteration 41Q: 3 clusters Score -446045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -446047.500000 Penalty: 2681.705811
	Iteration 42Q: 3 clusters Score -446047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -446051.875000 Penalty: 2681.705811
	Iteration 43Q: 3 clusters Score -446051.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -446054.843750 Penalty: 2681.705811
	Iteration 44Q: 3 clusters Score -446054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -446056.468750 Penalty: 2681.705811
	Iteration 45Q: 3 clusters Score -446056.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -446058.468750 Penalty: 2681.705811
	Iteration 46Q: 3 clusters Score -446058.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -446059.468750 Penalty: 2681.705811
	Iteration 47Q: 3 clusters Score -446059.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -446062.562500 Penalty: 2681.705811
	Iteration 48Q: 3 clusters Score -446062.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -446063.281250 Penalty: 2681.705811
	Iteration 49Q: 3 clusters Score -446063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -446064.343750 Penalty: 2681.705811
	Iteration 50Q: 3 clusters Score -446064.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -446065.843750 Penalty: 2681.705811
	Iteration 51Q: 3 clusters Score -446065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -446067.562500 Penalty: 2681.705811
	Iteration 52Q: 3 clusters Score -446067.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -446070.750000 Penalty: 2681.705811
	Iteration 53Q: 3 clusters Score -446070.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -446075.156250 Penalty: 2681.705811
	Iteration 54Q: 3 clusters Score -446075.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -446077.500000 Penalty: 2681.705811
	Iteration 55Q: 3 clusters Score -446077.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -446081.031250 Penalty: 2681.705811
	Iteration 56Q: 3 clusters Score -446081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -446085.812500 Penalty: 2681.705811
	Iteration 57Q: 3 clusters Score -446085.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -446089.000000 Penalty: 2681.705811
	Iteration 58Q: 3 clusters Score -446089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -446095.718750 Penalty: 2681.705811
	Iteration 59Q: 3 clusters Score -446095.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -446099.375000 Penalty: 2681.705811
	Iteration 60F: 3 clusters Score -446099.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -446106.000000 Penalty: 2681.705811
	Iteration 61Q: 3 clusters Score -446106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -446112.500000 Penalty: 2681.705811
	Iteration 62Q: 3 clusters Score -446112.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -446121.718750 Penalty: 2681.705811
	Iteration 63Q: 3 clusters Score -446121.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -446128.875000 Penalty: 2681.705811
	Iteration 64Q: 3 clusters Score -446128.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -446131.218750 Penalty: 2681.705811
	Iteration 65Q: 3 clusters Score -446131.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -446135.406250 Penalty: 2681.705811
	Iteration 66Q: 3 clusters Score -446135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -446138.656250 Penalty: 2681.705811
	Iteration 67Q: 3 clusters Score -446138.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -446145.281250 Penalty: 2681.705811
	Iteration 68Q: 3 clusters Score -446145.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -446153.312500 Penalty: 2681.705811
	Iteration 69Q: 3 clusters Score -446153.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -446160.468750 Penalty: 2681.705811
	Iteration 70Q: 3 clusters Score -446160.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -446168.031250 Penalty: 2681.705811
	Iteration 71Q: 3 clusters Score -446168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -446177.312500 Penalty: 2681.705811
	Iteration 72Q: 3 clusters Score -446177.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -446186.812500 Penalty: 2681.705811
	Iteration 73Q: 3 clusters Score -446186.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -446198.500000 Penalty: 2681.705811
	Iteration 74Q: 3 clusters Score -446198.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -446209.718750 Penalty: 2681.705811
	Iteration 75Q: 3 clusters Score -446209.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -446222.312500 Penalty: 2681.705811
	Iteration 76Q: 3 clusters Score -446222.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -446230.312500 Penalty: 2681.705811
	Iteration 77Q: 3 clusters Score -446230.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -446238.718750 Penalty: 2681.705811
	Iteration 78Q: 3 clusters Score -446238.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -446245.187500 Penalty: 2681.705811
	Iteration 79Q: 3 clusters Score -446245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -446249.281250 Penalty: 2681.705811
	Iteration 80F: 3 clusters Score -446249.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -446251.187500 Penalty: 2681.705811
	Iteration 81Q: 3 clusters Score -446251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -446255.437500 Penalty: 2681.705811
	Iteration 82Q: 3 clusters Score -446255.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -446259.750000 Penalty: 2681.705811
	Iteration 83Q: 3 clusters Score -446259.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -446263.531250 Penalty: 2681.705811
	Iteration 84Q: 3 clusters Score -446263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -446266.687500 Penalty: 2681.705811
	Iteration 85Q: 3 clusters Score -446266.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -446276.687500 Penalty: 2681.705811
	Iteration 86Q: 3 clusters Score -446276.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -446283.937500 Penalty: 2681.705811
	Iteration 87Q: 3 clusters Score -446283.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -446289.718750 Penalty: 2681.705811
	Iteration 88Q: 3 clusters Score -446289.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -446295.156250 Penalty: 2681.705811
	Iteration 89Q: 3 clusters Score -446295.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -446300.125000 Penalty: 2681.705811
	Iteration 90Q: 3 clusters Score -446300.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -446305.250000 Penalty: 2681.705811
	Iteration 91Q: 3 clusters Score -446305.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -446309.031250 Penalty: 2681.705811
	Iteration 92Q: 3 clusters Score -446309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -446312.468750 Penalty: 2681.705811
	Iteration 93Q: 3 clusters Score -446312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -446316.062500 Penalty: 2681.705811
	Iteration 94Q: 3 clusters Score -446316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -446318.500000 Penalty: 2681.705811
	Iteration 95Q: 3 clusters Score -446318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -446320.625000 Penalty: 2681.705811
	Iteration 96Q: 3 clusters Score -446320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -446322.781250 Penalty: 2681.705811
	Iteration 97Q: 3 clusters Score -446322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -446324.937500 Penalty: 2681.705811
	Iteration 98Q: 3 clusters Score -446324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -446329.468750 Penalty: 2681.705811
	Iteration 99Q: 3 clusters Score -446329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -446334.093750 Penalty: 2681.705811
	Iteration 100F: 3 clusters Score -446334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -446337.062500 Penalty: 2681.705811
	Iteration 101Q: 3 clusters Score -446337.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -446338.750000 Penalty: 2681.705811
	Iteration 102Q: 3 clusters Score -446338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -446340.843750 Penalty: 2681.705811
	Iteration 103Q: 3 clusters Score -446340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -446344.656250 Penalty: 2681.705811
	Iteration 104Q: 3 clusters Score -446344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -446347.250000 Penalty: 2681.705811
	Iteration 105Q: 3 clusters Score -446347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -446349.125000 Penalty: 2681.705811
	Iteration 106Q: 3 clusters Score -446349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -446349.656250 Penalty: 2681.705811
	Iteration 107Q: 3 clusters Score -446349.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -446349.625000 Penalty: 2681.705811
	Iteration 108Q: 3 clusters Score -446349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -446349.625000 Penalty: 2681.705811
	Iteration 109F: 3 clusters Score -446349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -332156.968750 Penalty: 1294.908203
	Iteration 0F: 2 clusters Score -332157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -329558.437500 Penalty: 2589.816406
	Iteration 0F: 3 clusters Score -329558.4 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -330173.593750 Penalty: 2589.816406
	Iteration 1F: 3 clusters Score -330173.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -330299.781250 Penalty: 2589.816406
	Iteration 2F: 3 clusters Score -330299.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -330378.562500 Penalty: 2589.816406
	Iteration 3Q: 3 clusters Score -330378.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -330438.968750 Penalty: 2589.816406
	Iteration 4Q: 3 clusters Score -330439 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -330481.781250 Penalty: 2589.816406
	Iteration 5Q: 3 clusters Score -330481.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -330512.968750 Penalty: 2589.816406
	Iteration 6Q: 3 clusters Score -330513 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -330548.156250 Penalty: 2589.816406
	Iteration 7Q: 3 clusters Score -330548.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -330567.187500 Penalty: 2589.816406
	Iteration 8Q: 3 clusters Score -330567.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -330582.281250 Penalty: 2589.816406
	Iteration 9Q: 3 clusters Score -330582.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -330597.656250 Penalty: 2589.816406
	Iteration 10Q: 3 clusters Score -330597.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -330611.875000 Penalty: 2589.816406
	Iteration 11Q: 3 clusters Score -330611.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -330622.218750 Penalty: 2589.816406
	Iteration 12Q: 3 clusters Score -330622.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -330633.281250 Penalty: 2589.816406
	Iteration 13Q: 3 clusters Score -330633.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -330642.687500 Penalty: 2589.816406
	Iteration 14Q: 3 clusters Score -330642.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -330653.843750 Penalty: 2589.816406
	Iteration 15Q: 3 clusters Score -330653.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -330666.406250 Penalty: 2589.816406
	Iteration 16Q: 3 clusters Score -330666.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -330676.625000 Penalty: 2589.816406
	Iteration 17Q: 3 clusters Score -330676.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -330682.906250 Penalty: 2589.816406
	Iteration 18Q: 3 clusters Score -330682.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -330690.156250 Penalty: 2589.816406
	Iteration 19Q: 3 clusters Score -330690.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -330695.718750 Penalty: 2589.816406
	Iteration 20F: 3 clusters Score -330695.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -330698.937500 Penalty: 2589.816406
	Iteration 21Q: 3 clusters Score -330698.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -330703.750000 Penalty: 2589.816406
	Iteration 22Q: 3 clusters Score -330703.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -330708.156250 Penalty: 2589.816406
	Iteration 23Q: 3 clusters Score -330708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -330711.625000 Penalty: 2589.816406
	Iteration 24Q: 3 clusters Score -330711.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -330714.812500 Penalty: 2589.816406
	Iteration 25Q: 3 clusters Score -330714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -330717.875000 Penalty: 2589.816406
	Iteration 26Q: 3 clusters Score -330717.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -330723.562500 Penalty: 2589.816406
	Iteration 27Q: 3 clusters Score -330723.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -330731.343750 Penalty: 2589.816406
	Iteration 28Q: 3 clusters Score -330731.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -330743.312500 Penalty: 2589.816406
	Iteration 29Q: 3 clusters Score -330743.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -330754.218750 Penalty: 2589.816406
	Iteration 30Q: 3 clusters Score -330754.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -330763.687500 Penalty: 2589.816406
	Iteration 31Q: 3 clusters Score -330763.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -330773.562500 Penalty: 2589.816406
	Iteration 32Q: 3 clusters Score -330773.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -330783.687500 Penalty: 2589.816406
	Iteration 33Q: 3 clusters Score -330783.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -330792.187500 Penalty: 2589.816406
	Iteration 34Q: 3 clusters Score -330792.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -330800.593750 Penalty: 2589.816406
	Iteration 35Q: 3 clusters Score -330800.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -330806.500000 Penalty: 2589.816406
	Iteration 36Q: 3 clusters Score -330806.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -330811.000000 Penalty: 2589.816406
	Iteration 37Q: 3 clusters Score -330811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -330812.656250 Penalty: 2589.816406
	Iteration 38Q: 3 clusters Score -330812.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -330815.843750 Penalty: 2589.816406
	Iteration 39Q: 3 clusters Score -330815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -330818.718750 Penalty: 2589.816406
	Iteration 40F: 3 clusters Score -330818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -330821.000000 Penalty: 2589.816406
	Iteration 41Q: 3 clusters Score -330821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -330823.593750 Penalty: 2589.816406
	Iteration 42Q: 3 clusters Score -330823.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -330826.718750 Penalty: 2589.816406
	Iteration 43Q: 3 clusters Score -330826.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -330830.250000 Penalty: 2589.816406
	Iteration 44Q: 3 clusters Score -330830.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -330832.906250 Penalty: 2589.816406
	Iteration 45Q: 3 clusters Score -330832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -330835.437500 Penalty: 2589.816406
	Iteration 46Q: 3 clusters Score -330835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -330837.062500 Penalty: 2589.816406
	Iteration 47Q: 3 clusters Score -330837.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -330839.843750 Penalty: 2589.816406
	Iteration 48Q: 3 clusters Score -330839.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -330841.062500 Penalty: 2589.816406
	Iteration 49Q: 3 clusters Score -330841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -330842.187500 Penalty: 2589.816406
	Iteration 50Q: 3 clusters Score -330842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -330842.343750 Penalty: 2589.816406
	Iteration 51Q: 3 clusters Score -330842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -330844.656250 Penalty: 2589.816406
	Iteration 52Q: 3 clusters Score -330844.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -330847.500000 Penalty: 2589.816406
	Iteration 53Q: 3 clusters Score -330847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -330848.656250 Penalty: 2589.816406
	Iteration 54Q: 3 clusters Score -330848.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -330851.375000 Penalty: 2589.816406
	Iteration 55Q: 3 clusters Score -330851.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -330854.406250 Penalty: 2589.816406
	Iteration 56Q: 3 clusters Score -330854.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -330859.593750 Penalty: 2589.816406
	Iteration 57Q: 3 clusters Score -330859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -330864.093750 Penalty: 2589.816406
	Iteration 58Q: 3 clusters Score -330864.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -330868.468750 Penalty: 2589.816406
	Iteration 59Q: 3 clusters Score -330868.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -330872.968750 Penalty: 2589.816406
	Iteration 60F: 3 clusters Score -330873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -330876.531250 Penalty: 2589.816406
	Iteration 61Q: 3 clusters Score -330876.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -330877.312500 Penalty: 2589.816406
	Iteration 62Q: 3 clusters Score -330877.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -330878.218750 Penalty: 2589.816406
	Iteration 63Q: 3 clusters Score -330878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -330878.812500 Penalty: 2589.816406
	Iteration 64Q: 3 clusters Score -330878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -330878.812500 Penalty: 2589.816406
	Iteration 65F: 3 clusters Score -330878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14430.957031 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14430.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13866.639648 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13866.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14001.816406 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -14001.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14047.058594 Penalty: 1718.686768
	Iteration 2F: 3 clusters Score -14047.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14081.497070 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -14081.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14158.394531 Penalty: 1718.686768
	Iteration 4F: 3 clusters Score -14158.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14233.856445 Penalty: 1718.686768
	Iteration 5F: 3 clusters Score -14233.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14247.252930 Penalty: 1718.686768
	Iteration 6Q: 3 clusters Score -14247.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14248.791016 Penalty: 1718.686768
	Iteration 7Q: 3 clusters Score -14248.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14248.791016 Penalty: 1718.686768
	Iteration 8F: 3 clusters Score -14248.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Entering Unmasked Estep 
Score: -576059.750000 Penalty: 1380.495483
	Iteration 0F: 2 clusters Score -576059.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -572111.687500 Penalty: 2760.990967
	Iteration 0F: 3 clusters Score -572111.7 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -573133.500000 Penalty: 2760.990967
	Iteration 1F: 3 clusters Score -573133.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -573295.187500 Penalty: 2760.990967
	Iteration 2F: 3 clusters Score -573295.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -573412.687500 Penalty: 2760.990967
	Iteration 3Q: 3 clusters Score -573412.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -573502.875000 Penalty: 2760.990967
	Iteration 4Q: 3 clusters Score -573502.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -573574.750000 Penalty: 2760.990967
	Iteration 5Q: 3 clusters Score -573574.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -573645.312500 Penalty: 2760.990967
	Iteration 6Q: 3 clusters Score -573645.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -573731.187500 Penalty: 2760.990967
	Iteration 7Q: 3 clusters Score -573731.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -573823.562500 Penalty: 2760.990967
	Iteration 8Q: 3 clusters Score -573823.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -573941.687500 Penalty: 2760.990967
	Iteration 9Q: 3 clusters Score -573941.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -574071.937500 Penalty: 2760.990967
	Iteration 10Q: 3 clusters Score -574071.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -574192.750000 Penalty: 2760.990967
	Iteration 11Q: 3 clusters Score -574192.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -574321.312500 Penalty: 2760.990967
	Iteration 12Q: 3 clusters Score -574321.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -574463.125000 Penalty: 2760.990967
	Iteration 13Q: 3 clusters Score -574463.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -574578.812500 Penalty: 2760.990967
	Iteration 14Q: 3 clusters Score -574578.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -574648.937500 Penalty: 2760.990967
	Iteration 15Q: 3 clusters Score -574648.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -574705.437500 Penalty: 2760.990967
	Iteration 16Q: 3 clusters Score -574705.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -574740.750000 Penalty: 2760.990967
	Iteration 17Q: 3 clusters Score -574740.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -574762.187500 Penalty: 2760.990967
	Iteration 18Q: 3 clusters Score -574762.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -574785.687500 Penalty: 2760.990967
	Iteration 19Q: 3 clusters Score -574785.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -574802.062500 Penalty: 2760.990967
	Iteration 20F: 3 clusters Score -574802.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -574817.125000 Penalty: 2760.990967
	Iteration 21Q: 3 clusters Score -574817.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -574829.312500 Penalty: 2760.990967
	Iteration 22Q: 3 clusters Score -574829.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -574842.125000 Penalty: 2760.990967
	Iteration 23Q: 3 clusters Score -574842.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -574856.312500 Penalty: 2760.990967
	Iteration 24Q: 3 clusters Score -574856.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -574859.875000 Penalty: 2760.990967
	Iteration 25Q: 3 clusters Score -574859.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -574866.312500 Penalty: 2760.990967
	Iteration 26Q: 3 clusters Score -574866.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -574872.312500 Penalty: 2760.990967
	Iteration 27Q: 3 clusters Score -574872.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -574876.687500 Penalty: 2760.990967
	Iteration 28Q: 3 clusters Score -574876.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -574878.000000 Penalty: 2760.990967
	Iteration 29Q: 3 clusters Score -574878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -574880.625000 Penalty: 2760.990967
	Iteration 30Q: 3 clusters Score -574880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -574880.437500 Penalty: 2760.990967
	Iteration 31Q: 3 clusters Score -574880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -574880.937500 Penalty: 2760.990967
	Iteration 32Q: 3 clusters Score -574880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -574881.187500 Penalty: 2760.990967
	Iteration 33Q: 3 clusters Score -574881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -574881.187500 Penalty: 2760.990967
	Iteration 34F: 3 clusters Score -574881.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Entering Unmasked Estep 
Score: -11554570.000000 Penalty: 1868.802979
	Iteration 0F: 2 clusters Score -1.155457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -11491784.000000 Penalty: 3737.605957
	Iteration 0F: 3 clusters Score -1.149178e+07 nChanged 47071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -11519333.000000 Penalty: 3737.605957
	Iteration 1F: 3 clusters Score -1.151933e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -11520344.000000 Penalty: 3737.605957
	Iteration 2Q: 3 clusters Score -1.152034e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -11521723.000000 Penalty: 3737.605957
	Iteration 3Q: 3 clusters Score -1.152172e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -11523673.000000 Penalty: 3737.605957
	Iteration 4Q: 3 clusters Score -1.152367e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -11526785.000000 Penalty: 3737.605957
	Iteration 5F: 3 clusters Score -1.152678e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -11531526.000000 Penalty: 3737.605957
	Iteration 6F: 3 clusters Score -1.153153e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -11537647.000000 Penalty: 3737.605957
	Iteration 7F: 3 clusters Score -1.153765e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -11542530.000000 Penalty: 3737.605957
	Iteration 8F: 3 clusters Score -1.154253e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -11544634.000000 Penalty: 3737.605957
	Iteration 9Q: 3 clusters Score -1.154463e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -11545409.000000 Penalty: 3737.605957
	Iteration 10Q: 3 clusters Score -1.154541e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -11545911.000000 Penalty: 3737.605957
	Iteration 11Q: 3 clusters Score -1.154591e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69221 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -11546335.000000 Penalty: 3737.605957
	Iteration 12Q: 3 clusters Score -1.154634e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -11546649.000000 Penalty: 3737.605957
	Iteration 13Q: 3 clusters Score -1.154665e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -11546910.000000 Penalty: 3737.605957
	Iteration 14Q: 3 clusters Score -1.154691e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -11547220.000000 Penalty: 3737.605957
	Iteration 15Q: 3 clusters Score -1.154722e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -11547456.000000 Penalty: 3737.605957
	Iteration 16Q: 3 clusters Score -1.154746e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -11547699.000000 Penalty: 3737.605957
	Iteration 17Q: 3 clusters Score -1.15477e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -11547865.000000 Penalty: 3737.605957
	Iteration 18Q: 3 clusters Score -1.154786e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -11548122.000000 Penalty: 3737.605957
	Iteration 19Q: 3 clusters Score -1.154812e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -11548274.000000 Penalty: 3737.605957
	Iteration 20F: 3 clusters Score -1.154827e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -11548396.000000 Penalty: 3737.605957
	Iteration 21Q: 3 clusters Score -1.15484e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -11548547.000000 Penalty: 3737.605957
	Iteration 22Q: 3 clusters Score -1.154855e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -11548677.000000 Penalty: 3737.605957
	Iteration 23Q: 3 clusters Score -1.154868e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79101 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -11548752.000000 Penalty: 3737.605957
	Iteration 24Q: 3 clusters Score -1.154875e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -11548890.000000 Penalty: 3737.605957
	Iteration 25Q: 3 clusters Score -1.154889e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -11549090.000000 Penalty: 3737.605957
	Iteration 26Q: 3 clusters Score -1.154909e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -11549294.000000 Penalty: 3737.605957
	Iteration 27Q: 3 clusters Score -1.154929e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -11549424.000000 Penalty: 3737.605957
	Iteration 28Q: 3 clusters Score -1.154942e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -11549619.000000 Penalty: 3737.605957
	Iteration 29Q: 3 clusters Score -1.154962e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -11549763.000000 Penalty: 3737.605957
	Iteration 30Q: 3 clusters Score -1.154976e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -11549923.000000 Penalty: 3737.605957
	Iteration 31Q: 3 clusters Score -1.154992e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -11550089.000000 Penalty: 3737.605957
	Iteration 32Q: 3 clusters Score -1.155009e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86394 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -11550262.000000 Penalty: 3737.605957
	Iteration 33Q: 3 clusters Score -1.155026e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -11550335.000000 Penalty: 3737.605957
	Iteration 34Q: 3 clusters Score -1.155034e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88224 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -11550496.000000 Penalty: 3737.605957
	Iteration 35Q: 3 clusters Score -1.15505e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89176 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -11550679.000000 Penalty: 3737.605957
	Iteration 36Q: 3 clusters Score -1.155068e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90093 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -11550865.000000 Penalty: 3737.605957
	Iteration 37Q: 3 clusters Score -1.155086e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -11551049.000000 Penalty: 3737.605957
	Iteration 38Q: 3 clusters Score -1.155105e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -11551206.000000 Penalty: 3737.605957
	Iteration 39Q: 3 clusters Score -1.155121e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92817 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -11551446.000000 Penalty: 3737.605957
	Iteration 40F: 3 clusters Score -1.155145e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -11551667.000000 Penalty: 3737.605957
	Iteration 41Q: 3 clusters Score -1.155167e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -11551868.000000 Penalty: 3737.605957
	Iteration 42Q: 3 clusters Score -1.155187e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95088 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -11552032.000000 Penalty: 3737.605957
	Iteration 43Q: 3 clusters Score -1.155203e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95626 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -11552212.000000 Penalty: 3737.605957
	Iteration 44Q: 3 clusters Score -1.155221e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96101 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -11552350.000000 Penalty: 3737.605957
	Iteration 45Q: 3 clusters Score -1.155235e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96519 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -11552457.000000 Penalty: 3737.605957
	Iteration 46Q: 3 clusters Score -1.155246e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -11552583.000000 Penalty: 3737.605957
	Iteration 47Q: 3 clusters Score -1.155258e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11552658.000000 Penalty: 3737.605957
	Iteration 48Q: 3 clusters Score -1.155266e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11552760.000000 Penalty: 3737.605957
	Iteration 49Q: 3 clusters Score -1.155276e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97544 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11552810.000000 Penalty: 3737.605957
	Iteration 50Q: 3 clusters Score -1.155281e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11552871.000000 Penalty: 3737.605957
	Iteration 51Q: 3 clusters Score -1.155287e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11552911.000000 Penalty: 3737.605957
	Iteration 52Q: 3 clusters Score -1.155291e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11552954.000000 Penalty: 3737.605957
	Iteration 53Q: 3 clusters Score -1.155295e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97999 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11552978.000000 Penalty: 3737.605957
	Iteration 54Q: 3 clusters Score -1.155298e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98071 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11553015.000000 Penalty: 3737.605957
	Iteration 55Q: 3 clusters Score -1.155302e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11553019.000000 Penalty: 3737.605957
	Iteration 56Q: 3 clusters Score -1.155302e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98162 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11553041.000000 Penalty: 3737.605957
	Iteration 57Q: 3 clusters Score -1.155304e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11553045.000000 Penalty: 3737.605957
	Iteration 58Q: 3 clusters Score -1.155304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11553059.000000 Penalty: 3737.605957
	Iteration 59Q: 3 clusters Score -1.155306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11553064.000000 Penalty: 3737.605957
	Iteration 60F: 3 clusters Score -1.155306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11553070.000000 Penalty: 3737.605957
	Iteration 61Q: 3 clusters Score -1.155307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98254 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11553080.000000 Penalty: 3737.605957
	Iteration 62Q: 3 clusters Score -1.155308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -11553081.000000 Penalty: 3737.605957
	Iteration 63Q: 3 clusters Score -1.155308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11553097.000000 Penalty: 3737.605957
	Iteration 64Q: 3 clusters Score -1.15531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11553097.000000 Penalty: 3737.605957
	Iteration 65Q: 3 clusters Score -1.15531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11553108.000000 Penalty: 3737.605957
	Iteration 66Q: 3 clusters Score -1.155311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98286 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11553113.000000 Penalty: 3737.605957
	Iteration 67Q: 3 clusters Score -1.155311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98288 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11553108.000000 Penalty: 3737.605957
	Iteration 68Q: 3 clusters Score -1.155311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98288 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11553108.000000 Penalty: 3737.605957
	Iteration 69Q: 3 clusters Score -1.155311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11553117.000000 Penalty: 3737.605957
	Iteration 70Q: 3 clusters Score -1.155312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11553113.000000 Penalty: 3737.605957
	Iteration 71Q: 3 clusters Score -1.155311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11553113.000000 Penalty: 3737.605957
	Iteration 72F: 3 clusters Score -1.155311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128553 members 
Entering Unmasked Estep 
Score: -14776043.000000 Penalty: 1911.665649
	Iteration 0F: 2 clusters Score -1.477604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -14694338.000000 Penalty: 3823.331299
	Iteration 0F: 3 clusters Score -1.469434e+07 nChanged 61732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61940 members 
Mstep: Class 2 contains 66613 members 
Entering Unmasked Estep 
Score: -14730362.000000 Penalty: 3823.331299
	Iteration 1F: 3 clusters Score -1.473036e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -14731100.000000 Penalty: 3823.331299
	Iteration 2Q: 3 clusters Score -1.47311e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -14732164.000000 Penalty: 3823.331299
	Iteration 3Q: 3 clusters Score -1.473216e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 75680 members 
Entering Unmasked Estep 
Score: -14734060.000000 Penalty: 3823.331299
	Iteration 4Q: 3 clusters Score -1.473406e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -14737653.000000 Penalty: 3823.331299
	Iteration 5F: 3 clusters Score -1.473765e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 91432 members 
Entering Unmasked Estep 
Score: -14744068.000000 Penalty: 3823.331299
	Iteration 6F: 3 clusters Score -1.474407e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -14753338.000000 Penalty: 3823.331299
	Iteration 7F: 3 clusters Score -1.475334e+07 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 113875 members 
Entering Unmasked Estep 
Score: -14763131.000000 Penalty: 3823.331299
	Iteration 8F: 3 clusters Score -1.476313e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 121857 members 
Entering Unmasked Estep 
Score: -14769475.000000 Penalty: 3823.331299
	Iteration 9F: 3 clusters Score -1.476948e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 125869 members 
Entering Unmasked Estep 
Score: -14772476.000000 Penalty: 3823.331299
	Iteration 10Q: 3 clusters Score -1.477248e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 127409 members 
Entering Unmasked Estep 
Score: -14773633.000000 Penalty: 3823.331299
	Iteration 11Q: 3 clusters Score -1.477363e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 127954 members 
Entering Unmasked Estep 
Score: -14774034.000000 Penalty: 3823.331299
	Iteration 12Q: 3 clusters Score -1.477403e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 128138 members 
Entering Unmasked Estep 
Score: -14774235.000000 Penalty: 3823.331299
	Iteration 13Q: 3 clusters Score -1.477424e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 128203 members 
Entering Unmasked Estep 
Score: -14774316.000000 Penalty: 3823.331299
	Iteration 14Q: 3 clusters Score -1.477432e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -14774356.000000 Penalty: 3823.331299
	Iteration 15Q: 3 clusters Score -1.477436e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 128265 members 
Entering Unmasked Estep 
Score: -14774381.000000 Penalty: 3823.331299
	Iteration 16Q: 3 clusters Score -1.477438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 128279 members 
Entering Unmasked Estep 
Score: -14774404.000000 Penalty: 3823.331299
	Iteration 17Q: 3 clusters Score -1.47744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -14774431.000000 Penalty: 3823.331299
	Iteration 18Q: 3 clusters Score -1.477443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -14774435.000000 Penalty: 3823.331299
	Iteration 19Q: 3 clusters Score -1.477444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 128290 members 
Entering Unmasked Estep 
Score: -14774434.000000 Penalty: 3823.331299
	Iteration 20F: 3 clusters Score -1.477443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -14774439.000000 Penalty: 3823.331299
	Iteration 21Q: 3 clusters Score -1.477444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -14774439.000000 Penalty: 3823.331299
	Iteration 22Q: 3 clusters Score -1.477444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 128290 members 
Entering Unmasked Estep 
Score: -14774442.000000 Penalty: 3823.331299
	Iteration 23Q: 3 clusters Score -1.477444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 128291 members 
Entering Unmasked Estep 
Score: -14774432.000000 Penalty: 3823.331299
	Iteration 24Q: 3 clusters Score -1.477443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -14774443.000000 Penalty: 3823.331299
	Iteration 25Q: 3 clusters Score -1.477444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -14774443.000000 Penalty: 3823.331299
	Iteration 26F: 3 clusters Score -1.477444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -339838.375000 Penalty: 1297.585938
	Iteration 0F: 2 clusters Score -339838.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -337198.687500 Penalty: 2595.171875
	Iteration 0F: 3 clusters Score -337198.7 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -337856.625000 Penalty: 2595.171875
	Iteration 1F: 3 clusters Score -337856.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -337971.812500 Penalty: 2595.171875
	Iteration 2F: 3 clusters Score -337971.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -338053.656250 Penalty: 2595.171875
	Iteration 3Q: 3 clusters Score -338053.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -338135.843750 Penalty: 2595.171875
	Iteration 4Q: 3 clusters Score -338135.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -338194.531250 Penalty: 2595.171875
	Iteration 5Q: 3 clusters Score -338194.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -338243.875000 Penalty: 2595.171875
	Iteration 6Q: 3 clusters Score -338243.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -338279.625000 Penalty: 2595.171875
	Iteration 7Q: 3 clusters Score -338279.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -338317.218750 Penalty: 2595.171875
	Iteration 8Q: 3 clusters Score -338317.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -338352.906250 Penalty: 2595.171875
	Iteration 9Q: 3 clusters Score -338352.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -338389.156250 Penalty: 2595.171875
	Iteration 10Q: 3 clusters Score -338389.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -338425.593750 Penalty: 2595.171875
	Iteration 11Q: 3 clusters Score -338425.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -338470.031250 Penalty: 2595.171875
	Iteration 12Q: 3 clusters Score -338470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -338497.906250 Penalty: 2595.171875
	Iteration 13Q: 3 clusters Score -338497.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -338522.812500 Penalty: 2595.171875
	Iteration 14Q: 3 clusters Score -338522.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -338551.656250 Penalty: 2595.171875
	Iteration 15Q: 3 clusters Score -338551.7 nChanged 39
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: -338577.062500 Penalty: 2595.171875
	Iteration 16Q: 3 clusters Score -338577.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -338595.625000 Penalty: 2595.171875
	Iteration 17Q: 3 clusters Score -338595.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -338616.250000 Penalty: 2595.171875
	Iteration 18Q: 3 clusters Score -338616.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -338638.937500 Penalty: 2595.171875
	Iteration 19Q: 3 clusters Score -338638.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -338657.656250 Penalty: 2595.171875
	Iteration 20F: 3 clusters Score -338657.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -338672.312500 Penalty: 2595.171875
	Iteration 21Q: 3 clusters Score -338672.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -338686.875000 Penalty: 2595.171875
	Iteration 22Q: 3 clusters Score -338686.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -338710.281250 Penalty: 2595.171875
	Iteration 23Q: 3 clusters Score -338710.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -338727.500000 Penalty: 2595.171875
	Iteration 24Q: 3 clusters Score -338727.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -338741.500000 Penalty: 2595.171875
	Iteration 25Q: 3 clusters Score -338741.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -338752.625000 Penalty: 2595.171875
	Iteration 26Q: 3 clusters Score -338752.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -338758.062500 Penalty: 2595.171875
	Iteration 27Q: 3 clusters Score -338758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -338759.406250 Penalty: 2595.171875
	Iteration 28Q: 3 clusters Score -338759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -338759.406250 Penalty: 2595.171875
	Iteration 29F: 3 clusters Score -338759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Entering Unmasked Estep 
Score: -10944002.000000 Penalty: 1860.326538
	Iteration 0F: 2 clusters Score -1.0944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -10883035.000000 Penalty: 3720.653076
	Iteration 0F: 3 clusters Score -1.088304e+07 nChanged 44724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -10908553.000000 Penalty: 3720.653076
	Iteration 1F: 3 clusters Score -1.090855e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -10909312.000000 Penalty: 3720.653076
	Iteration 2Q: 3 clusters Score -1.090931e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -10910650.000000 Penalty: 3720.653076
	Iteration 3Q: 3 clusters Score -1.091065e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -10913128.000000 Penalty: 3720.653076
	Iteration 4F: 3 clusters Score -1.091313e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -10917535.000000 Penalty: 3720.653076
	Iteration 5F: 3 clusters Score -1.091754e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -10924810.000000 Penalty: 3720.653076
	Iteration 6F: 3 clusters Score -1.092481e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -10933261.000000 Penalty: 3720.653076
	Iteration 7F: 3 clusters Score -1.093326e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 90274 members 
Entering Unmasked Estep 
Score: -10939125.000000 Penalty: 3720.653076
	Iteration 8F: 3 clusters Score -1.093912e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
Score: -10941425.000000 Penalty: 3720.653076
	Iteration 9Q: 3 clusters Score -1.094142e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 93456 members 
Entering Unmasked Estep 
Score: -10942071.000000 Penalty: 3720.653076
	Iteration 10Q: 3 clusters Score -1.094207e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -10942275.000000 Penalty: 3720.653076
	Iteration 11Q: 3 clusters Score -1.094228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -10942315.000000 Penalty: 3720.653076
	Iteration 12Q: 3 clusters Score -1.094232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 93617 members 
Entering Unmasked Estep 
Score: -10942343.000000 Penalty: 3720.653076
	Iteration 13Q: 3 clusters Score -1.094234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 93618 members 
Entering Unmasked Estep 
Score: -10942334.000000 Penalty: 3720.653076
	Iteration 14Q: 3 clusters Score -1.094233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -10942341.000000 Penalty: 3720.653076
	Iteration 15Q: 3 clusters Score -1.094234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -10942349.000000 Penalty: 3720.653076
	Iteration 16Q: 3 clusters Score -1.094235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -10942352.000000 Penalty: 3720.653076
	Iteration 17Q: 3 clusters Score -1.094235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -10942354.000000 Penalty: 3720.653076
	Iteration 18Q: 3 clusters Score -1.094235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -10942363.000000 Penalty: 3720.653076
	Iteration 19Q: 3 clusters Score -1.094236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -10942363.000000 Penalty: 3720.653076
	Iteration 20F: 3 clusters Score -1.094236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -333926.250000 Penalty: 1295.076904
	Iteration 0F: 2 clusters Score -333926.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -331281.781250 Penalty: 2590.153809
	Iteration 0F: 3 clusters Score -331281.8 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -331886.968750 Penalty: 2590.153809
	Iteration 1F: 3 clusters Score -331887 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -331998.093750 Penalty: 2590.153809
	Iteration 2F: 3 clusters Score -331998.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -332081.312500 Penalty: 2590.153809
	Iteration 3Q: 3 clusters Score -332081.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -332147.062500 Penalty: 2590.153809
	Iteration 4Q: 3 clusters Score -332147.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -332186.687500 Penalty: 2590.153809
	Iteration 5Q: 3 clusters Score -332186.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -332207.187500 Penalty: 2590.153809
	Iteration 6Q: 3 clusters Score -332207.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -332219.531250 Penalty: 2590.153809
	Iteration 7Q: 3 clusters Score -332219.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -332228.187500 Penalty: 2590.153809
	Iteration 8Q: 3 clusters Score -332228.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -332235.281250 Penalty: 2590.153809
	Iteration 9Q: 3 clusters Score -332235.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -332243.156250 Penalty: 2590.153809
	Iteration 10Q: 3 clusters Score -332243.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -332253.562500 Penalty: 2590.153809
	Iteration 11Q: 3 clusters Score -332253.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -332260.156250 Penalty: 2590.153809
	Iteration 12Q: 3 clusters Score -332260.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -332268.062500 Penalty: 2590.153809
	Iteration 13Q: 3 clusters Score -332268.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -332275.531250 Penalty: 2590.153809
	Iteration 14Q: 3 clusters Score -332275.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -332281.125000 Penalty: 2590.153809
	Iteration 15Q: 3 clusters Score -332281.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -332287.281250 Penalty: 2590.153809
	Iteration 16Q: 3 clusters Score -332287.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -332291.875000 Penalty: 2590.153809
	Iteration 17Q: 3 clusters Score -332291.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -332299.406250 Penalty: 2590.153809
	Iteration 18Q: 3 clusters Score -332299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -332306.343750 Penalty: 2590.153809
	Iteration 19Q: 3 clusters Score -332306.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -332311.875000 Penalty: 2590.153809
	Iteration 20F: 3 clusters Score -332311.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -332317.500000 Penalty: 2590.153809
	Iteration 21Q: 3 clusters Score -332317.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -332324.750000 Penalty: 2590.153809
	Iteration 22Q: 3 clusters Score -332324.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -332333.875000 Penalty: 2590.153809
	Iteration 23Q: 3 clusters Score -332333.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -332345.031250 Penalty: 2590.153809
	Iteration 24Q: 3 clusters Score -332345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -332352.625000 Penalty: 2590.153809
	Iteration 25Q: 3 clusters Score -332352.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -332360.281250 Penalty: 2590.153809
	Iteration 26Q: 3 clusters Score -332360.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -332368.312500 Penalty: 2590.153809
	Iteration 27Q: 3 clusters Score -332368.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -332379.468750 Penalty: 2590.153809
	Iteration 28Q: 3 clusters Score -332379.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -332391.343750 Penalty: 2590.153809
	Iteration 29Q: 3 clusters Score -332391.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -332411.250000 Penalty: 2590.153809
	Iteration 30Q: 3 clusters Score -332411.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -332438.906250 Penalty: 2590.153809
	Iteration 31Q: 3 clusters Score -332438.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -332460.062500 Penalty: 2590.153809
	Iteration 32Q: 3 clusters Score -332460.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -332486.656250 Penalty: 2590.153809
	Iteration 33Q: 3 clusters Score -332486.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -332525.968750 Penalty: 2590.153809
	Iteration 34Q: 3 clusters Score -332526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -332574.875000 Penalty: 2590.153809
	Iteration 35Q: 3 clusters Score -332574.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -332637.500000 Penalty: 2590.153809
	Iteration 36Q: 3 clusters Score -332637.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -332693.750000 Penalty: 2590.153809
	Iteration 37Q: 3 clusters Score -332693.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -332751.406250 Penalty: 2590.153809
	Iteration 38Q: 3 clusters Score -332751.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -332805.312500 Penalty: 2590.153809
	Iteration 39Q: 3 clusters Score -332805.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -332840.968750 Penalty: 2590.153809
	Iteration 40F: 3 clusters Score -332841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -332872.468750 Penalty: 2590.153809
	Iteration 41Q: 3 clusters Score -332872.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -332906.125000 Penalty: 2590.153809
	Iteration 42Q: 3 clusters Score -332906.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -332929.843750 Penalty: 2590.153809
	Iteration 43Q: 3 clusters Score -332929.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -332953.281250 Penalty: 2590.153809
	Iteration 44Q: 3 clusters Score -332953.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -332971.187500 Penalty: 2590.153809
	Iteration 45Q: 3 clusters Score -332971.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -332985.781250 Penalty: 2590.153809
	Iteration 46Q: 3 clusters Score -332985.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -332994.531250 Penalty: 2590.153809
	Iteration 47Q: 3 clusters Score -332994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -332998.968750 Penalty: 2590.153809
	Iteration 48Q: 3 clusters Score -332999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -333000.406250 Penalty: 2590.153809
	Iteration 49Q: 3 clusters Score -333000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -333001.968750 Penalty: 2590.153809
	Iteration 50Q: 3 clusters Score -333002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -333004.125000 Penalty: 2590.153809
	Iteration 51Q: 3 clusters Score -333004.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -333004.125000 Penalty: 2590.153809
	Iteration 52F: 3 clusters Score -333004.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Entering Unmasked Estep 
Score: -1009909.750000 Penalty: 1475.167114
	Iteration 0F: 2 clusters Score -1009910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1003507.562500 Penalty: 2950.334229
	Iteration 0F: 3 clusters Score -1003508 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1005492.312500 Penalty: 2950.334229
	Iteration 1F: 3 clusters Score -1005492 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1005727.250000 Penalty: 2950.334229
	Iteration 2F: 3 clusters Score -1005727 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1005897.125000 Penalty: 2950.334229
	Iteration 3Q: 3 clusters Score -1005897 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1006032.750000 Penalty: 2950.334229
	Iteration 4Q: 3 clusters Score -1006033 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1006149.187500 Penalty: 2950.334229
	Iteration 5Q: 3 clusters Score -1006149 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1006254.625000 Penalty: 2950.334229
	Iteration 6Q: 3 clusters Score -1006255 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1006347.750000 Penalty: 2950.334229
	Iteration 7Q: 3 clusters Score -1006348 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1006458.687500 Penalty: 2950.334229
	Iteration 8Q: 3 clusters Score -1006459 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1006569.125000 Penalty: 2950.334229
	Iteration 9Q: 3 clusters Score -1006569 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1006687.125000 Penalty: 2950.334229
	Iteration 10Q: 3 clusters Score -1006687 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1006807.750000 Penalty: 2950.334229
	Iteration 11Q: 3 clusters Score -1006808 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1006946.062500 Penalty: 2950.334229
	Iteration 12Q: 3 clusters Score -1006946 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1007109.312500 Penalty: 2950.334229
	Iteration 13Q: 3 clusters Score -1007109 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1007295.000000 Penalty: 2950.334229
	Iteration 14Q: 3 clusters Score -1007295 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1007494.937500 Penalty: 2950.334229
	Iteration 15Q: 3 clusters Score -1007495 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1007675.062500 Penalty: 2950.334229
	Iteration 16Q: 3 clusters Score -1007675 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1007847.812500 Penalty: 2950.334229
	Iteration 17Q: 3 clusters Score -1007848 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1007998.500000 Penalty: 2950.334229
	Iteration 18Q: 3 clusters Score -1007998 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1008119.562500 Penalty: 2950.334229
	Iteration 19Q: 3 clusters Score -1008120 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1008207.875000 Penalty: 2950.334229
	Iteration 20F: 3 clusters Score -1008208 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1008295.250000 Penalty: 2950.334229
	Iteration 21Q: 3 clusters Score -1008295 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1008370.937500 Penalty: 2950.334229
	Iteration 22Q: 3 clusters Score -1008371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1008418.062500 Penalty: 2950.334229
	Iteration 23Q: 3 clusters Score -1008418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1008456.062500 Penalty: 2950.334229
	Iteration 24Q: 3 clusters Score -1008456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1008488.687500 Penalty: 2950.334229
	Iteration 25Q: 3 clusters Score -1008489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1008513.500000 Penalty: 2950.334229
	Iteration 26Q: 3 clusters Score -1008514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1008535.937500 Penalty: 2950.334229
	Iteration 27Q: 3 clusters Score -1008536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1008563.937500 Penalty: 2950.334229
	Iteration 28Q: 3 clusters Score -1008564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1008595.875000 Penalty: 2950.334229
	Iteration 29Q: 3 clusters Score -1008596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1008628.875000 Penalty: 2950.334229
	Iteration 30Q: 3 clusters Score -1008629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1008651.062500 Penalty: 2950.334229
	Iteration 31Q: 3 clusters Score -1008651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1008677.437500 Penalty: 2950.334229
	Iteration 32Q: 3 clusters Score -1008677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1008698.000000 Penalty: 2950.334229
	Iteration 33Q: 3 clusters Score -1008698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1008720.062500 Penalty: 2950.334229
	Iteration 34Q: 3 clusters Score -1008720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1008737.875000 Penalty: 2950.334229
	Iteration 35Q: 3 clusters Score -1008738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1008756.000000 Penalty: 2950.334229
	Iteration 36Q: 3 clusters Score -1008756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1008783.312500 Penalty: 2950.334229
	Iteration 37Q: 3 clusters Score -1008783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1008814.312500 Penalty: 2950.334229
	Iteration 38Q: 3 clusters Score -1008814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1008840.125000 Penalty: 2950.334229
	Iteration 39Q: 3 clusters Score -1008840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1008849.750000 Penalty: 2950.334229
	Iteration 40F: 3 clusters Score -1008850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1008853.125000 Penalty: 2950.334229
	Iteration 41Q: 3 clusters Score -1008853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1008855.187500 Penalty: 2950.334229
	Iteration 42Q: 3 clusters Score -1008855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1008856.812500 Penalty: 2950.334229
	Iteration 43Q: 3 clusters Score -1008857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1008856.812500 Penalty: 2950.334229
	Iteration 44F: 3 clusters Score -1008857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -118883.250000 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -118883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117405.718750 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -117405.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117672.328125 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -117672.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117734.679688 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -117734.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -117769.375000 Penalty: 2258.079590
	Iteration 3Q: 3 clusters Score -117769.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117789.046875 Penalty: 2258.079590
	Iteration 4Q: 3 clusters Score -117789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117804.437500 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -117804.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -117819.101562 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -117819.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -117834.632812 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -117834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -117840.398438 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -117840.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117848.570312 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -117848.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -117855.976562 Penalty: 2258.079590
	Iteration 10Q: 3 clusters Score -117856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -117861.101562 Penalty: 2258.079590
	Iteration 11Q: 3 clusters Score -117861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -117866.187500 Penalty: 2258.079590
	Iteration 12Q: 3 clusters Score -117866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -117869.109375 Penalty: 2258.079590
	Iteration 13Q: 3 clusters Score -117869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117869.281250 Penalty: 2258.079590
	Iteration 14Q: 3 clusters Score -117869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117870.187500 Penalty: 2258.079590
	Iteration 15Q: 3 clusters Score -117870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117871.171875 Penalty: 2258.079590
	Iteration 16Q: 3 clusters Score -117871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -117872.078125 Penalty: 2258.079590
	Iteration 17Q: 3 clusters Score -117872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -117872.078125 Penalty: 2258.079590
	Iteration 18F: 3 clusters Score -117872.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (105186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Entering Unmasked Estep 
Score: -12303600.000000 Penalty: 1879.066284
	Iteration 0F: 2 clusters Score -1.23036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -12236072.000000 Penalty: 3758.132568
	Iteration 0F: 3 clusters Score -1.223607e+07 nChanged 50434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -12265323.000000 Penalty: 3758.132568
	Iteration 1F: 3 clusters Score -1.226532e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -12265698.000000 Penalty: 3758.132568
	Iteration 2Q: 3 clusters Score -1.22657e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -12266183.000000 Penalty: 3758.132568
	Iteration 3Q: 3 clusters Score -1.226618e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -12266591.000000 Penalty: 3758.132568
	Iteration 4Q: 3 clusters Score -1.226659e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -12267086.000000 Penalty: 3758.132568
	Iteration 5Q: 3 clusters Score -1.226709e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -12267719.000000 Penalty: 3758.132568
	Iteration 6Q: 3 clusters Score -1.226772e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -12268431.000000 Penalty: 3758.132568
	Iteration 7Q: 3 clusters Score -1.226843e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -12269298.000000 Penalty: 3758.132568
	Iteration 8Q: 3 clusters Score -1.22693e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -12270329.000000 Penalty: 3758.132568
	Iteration 9Q: 3 clusters Score -1.227033e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -12271629.000000 Penalty: 3758.132568
	Iteration 10Q: 3 clusters Score -1.227163e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -12273177.000000 Penalty: 3758.132568
	Iteration 11Q: 3 clusters Score -1.227318e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -12275208.000000 Penalty: 3758.132568
	Iteration 12Q: 3 clusters Score -1.227521e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -12277748.000000 Penalty: 3758.132568
	Iteration 13Q: 3 clusters Score -1.227775e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -12280894.000000 Penalty: 3758.132568
	Iteration 14Q: 3 clusters Score -1.228089e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -12284160.000000 Penalty: 3758.132568
	Iteration 15F: 3 clusters Score -1.228416e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -12286530.000000 Penalty: 3758.132568
	Iteration 16Q: 3 clusters Score -1.228653e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -12287581.000000 Penalty: 3758.132568
	Iteration 17Q: 3 clusters Score -1.228758e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -12287997.000000 Penalty: 3758.132568
	Iteration 18Q: 3 clusters Score -1.2288e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -12288246.000000 Penalty: 3758.132568
	Iteration 19Q: 3 clusters Score -1.228825e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -12288489.000000 Penalty: 3758.132568
	Iteration 20F: 3 clusters Score -1.228849e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -12288737.000000 Penalty: 3758.132568
	Iteration 21Q: 3 clusters Score -1.228874e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -12288986.000000 Penalty: 3758.132568
	Iteration 22Q: 3 clusters Score -1.228899e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -12289276.000000 Penalty: 3758.132568
	Iteration 23Q: 3 clusters Score -1.228928e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -12289614.000000 Penalty: 3758.132568
	Iteration 24Q: 3 clusters Score -1.228961e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -12289962.000000 Penalty: 3758.132568
	Iteration 25Q: 3 clusters Score -1.228996e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -12290309.000000 Penalty: 3758.132568
	Iteration 26Q: 3 clusters Score -1.229031e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -12290663.000000 Penalty: 3758.132568
	Iteration 27Q: 3 clusters Score -1.229066e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -12291040.000000 Penalty: 3758.132568
	Iteration 28Q: 3 clusters Score -1.229104e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -12291462.000000 Penalty: 3758.132568
	Iteration 29Q: 3 clusters Score -1.229146e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -12291863.000000 Penalty: 3758.132568
	Iteration 30Q: 3 clusters Score -1.229186e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -12292311.000000 Penalty: 3758.132568
	Iteration 31Q: 3 clusters Score -1.229231e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -12292826.000000 Penalty: 3758.132568
	Iteration 32Q: 3 clusters Score -1.229283e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -12293335.000000 Penalty: 3758.132568
	Iteration 33Q: 3 clusters Score -1.229334e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -12293689.000000 Penalty: 3758.132568
	Iteration 34Q: 3 clusters Score -1.229369e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -12294189.000000 Penalty: 3758.132568
	Iteration 35Q: 3 clusters Score -1.229419e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -12294589.000000 Penalty: 3758.132568
	Iteration 36Q: 3 clusters Score -1.229459e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -12294997.000000 Penalty: 3758.132568
	Iteration 37Q: 3 clusters Score -1.2295e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -12295329.000000 Penalty: 3758.132568
	Iteration 38Q: 3 clusters Score -1.229533e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -12295632.000000 Penalty: 3758.132568
	Iteration 39Q: 3 clusters Score -1.229563e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -12295993.000000 Penalty: 3758.132568
	Iteration 40F: 3 clusters Score -1.229599e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -12296129.000000 Penalty: 3758.132568
	Iteration 41Q: 3 clusters Score -1.229613e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -12296284.000000 Penalty: 3758.132568
	Iteration 42Q: 3 clusters Score -1.229628e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -12296341.000000 Penalty: 3758.132568
	Iteration 43Q: 3 clusters Score -1.229634e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -12296421.000000 Penalty: 3758.132568
	Iteration 44Q: 3 clusters Score -1.229642e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -12296523.000000 Penalty: 3758.132568
	Iteration 45Q: 3 clusters Score -1.229652e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -12296542.000000 Penalty: 3758.132568
	Iteration 46Q: 3 clusters Score -1.229654e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -12296550.000000 Penalty: 3758.132568
	Iteration 47Q: 3 clusters Score -1.229655e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -12296579.000000 Penalty: 3758.132568
	Iteration 48Q: 3 clusters Score -1.229658e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -12296627.000000 Penalty: 3758.132568
	Iteration 49Q: 3 clusters Score -1.229663e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -12296634.000000 Penalty: 3758.132568
	Iteration 50Q: 3 clusters Score -1.229663e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -12296566.000000 Penalty: 3758.132568
	Iteration 51Q: 3 clusters Score -1.229657e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -12296593.000000 Penalty: 3758.132568
	Iteration 52Q: 3 clusters Score -1.229659e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 56816 members 
Entering Unmasked Estep 
Score: -12296556.000000 Penalty: 3758.132568
	Iteration 53Q: 3 clusters Score -1.229656e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -12296583.000000 Penalty: 3758.132568
	Iteration 54Q: 3 clusters Score -1.229658e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -12296569.000000 Penalty: 3758.132568
	Iteration 55Q: 3 clusters Score -1.229657e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -12296564.000000 Penalty: 3758.132568
	Iteration 56Q: 3 clusters Score -1.229656e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -12296565.000000 Penalty: 3758.132568
	Iteration 57Q: 3 clusters Score -1.229656e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -12296570.000000 Penalty: 3758.132568
	Iteration 58Q: 3 clusters Score -1.229657e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -12296601.000000 Penalty: 3758.132568
	Iteration 59Q: 3 clusters Score -1.22966e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -12296612.000000 Penalty: 3758.132568
	Iteration 60F: 3 clusters Score -1.229661e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -12296614.000000 Penalty: 3758.132568
	Iteration 61Q: 3 clusters Score -1.229661e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -12296630.000000 Penalty: 3758.132568
	Iteration 62Q: 3 clusters Score -1.229663e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -12296632.000000 Penalty: 3758.132568
	Iteration 63Q: 3 clusters Score -1.229663e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -12296633.000000 Penalty: 3758.132568
	Iteration 64Q: 3 clusters Score -1.229663e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -12296630.000000 Penalty: 3758.132568
	Iteration 65Q: 3 clusters Score -1.229663e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -12296630.000000 Penalty: 3758.132568
	Iteration 66Q: 3 clusters Score -1.229663e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -12296649.000000 Penalty: 3758.132568
	Iteration 67Q: 3 clusters Score -1.229665e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -12296682.000000 Penalty: 3758.132568
	Iteration 68Q: 3 clusters Score -1.229668e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -12296686.000000 Penalty: 3758.132568
	Iteration 69Q: 3 clusters Score -1.229669e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -12296700.000000 Penalty: 3758.132568
	Iteration 70Q: 3 clusters Score -1.22967e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
Score: -12296712.000000 Penalty: 3758.132568
	Iteration 71Q: 3 clusters Score -1.229671e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -12296698.000000 Penalty: 3758.132568
	Iteration 72Q: 3 clusters Score -1.22967e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -12296698.000000 Penalty: 3758.132568
	Iteration 73Q: 3 clusters Score -1.22967e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -12296716.000000 Penalty: 3758.132568
	Iteration 74Q: 3 clusters Score -1.229672e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -12296716.000000 Penalty: 3758.132568
	Iteration 75Q: 3 clusters Score -1.229672e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -12296706.000000 Penalty: 3758.132568
	Iteration 76Q: 3 clusters Score -1.229671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -12296698.000000 Penalty: 3758.132568
	Iteration 77Q: 3 clusters Score -1.22967e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -12296713.000000 Penalty: 3758.132568
	Iteration 78Q: 3 clusters Score -1.229671e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -12296721.000000 Penalty: 3758.132568
	Iteration 79Q: 3 clusters Score -1.229672e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -12296733.000000 Penalty: 3758.132568
	Iteration 80F: 3 clusters Score -1.229673e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -12296719.000000 Penalty: 3758.132568
	Iteration 81Q: 3 clusters Score -1.229672e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -12296714.000000 Penalty: 3758.132568
	Iteration 82Q: 3 clusters Score -1.229671e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -12296714.000000 Penalty: 3758.132568
	Iteration 83Q: 3 clusters Score -1.229671e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -12296712.000000 Penalty: 3758.132568
	Iteration 84Q: 3 clusters Score -1.229671e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -12296711.000000 Penalty: 3758.132568
	Iteration 85Q: 3 clusters Score -1.229671e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -12296705.000000 Penalty: 3758.132568
	Iteration 86Q: 3 clusters Score -1.22967e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -12296698.000000 Penalty: 3758.132568
	Iteration 87Q: 3 clusters Score -1.22967e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -12296715.000000 Penalty: 3758.132568
	Iteration 88Q: 3 clusters Score -1.229672e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -12296719.000000 Penalty: 3758.132568
	Iteration 89Q: 3 clusters Score -1.229672e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -12296723.000000 Penalty: 3758.132568
	Iteration 90Q: 3 clusters Score -1.229672e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -12296719.000000 Penalty: 3758.132568
	Iteration 91Q: 3 clusters Score -1.229672e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -12296713.000000 Penalty: 3758.132568
	Iteration 92Q: 3 clusters Score -1.229671e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -12296727.000000 Penalty: 3758.132568
	Iteration 93Q: 3 clusters Score -1.229673e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -12296712.000000 Penalty: 3758.132568
	Iteration 94Q: 3 clusters Score -1.229671e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -12296728.000000 Penalty: 3758.132568
	Iteration 95Q: 3 clusters Score -1.229673e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -12296709.000000 Penalty: 3758.132568
	Iteration 96Q: 3 clusters Score -1.229671e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -12296716.000000 Penalty: 3758.132568
	Iteration 97Q: 3 clusters Score -1.229672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -12296704.000000 Penalty: 3758.132568
	Iteration 98Q: 3 clusters Score -1.22967e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -12296712.000000 Penalty: 3758.132568
	Iteration 99Q: 3 clusters Score -1.229671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -12296709.000000 Penalty: 3758.132568
	Iteration 100F: 3 clusters Score -1.229671e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -12296702.000000 Penalty: 3758.132568
	Iteration 101Q: 3 clusters Score -1.22967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -12296715.000000 Penalty: 3758.132568
	Iteration 102Q: 3 clusters Score -1.229672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -12296698.000000 Penalty: 3758.132568
	Iteration 103Q: 3 clusters Score -1.22967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -12296699.000000 Penalty: 3758.132568
	Iteration 104Q: 3 clusters Score -1.22967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -12296702.000000 Penalty: 3758.132568
	Iteration 105Q: 3 clusters Score -1.22967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -12296700.000000 Penalty: 3758.132568
	Iteration 106Q: 3 clusters Score -1.22967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -12296689.000000 Penalty: 3758.132568
	Iteration 107Q: 3 clusters Score -1.229669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -12296698.000000 Penalty: 3758.132568
	Iteration 108Q: 3 clusters Score -1.22967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -12296701.000000 Penalty: 3758.132568
	Iteration 109Q: 3 clusters Score -1.22967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -12296685.000000 Penalty: 3758.132568
	Iteration 110Q: 3 clusters Score -1.229668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -12296698.000000 Penalty: 3758.132568
	Iteration 111Q: 3 clusters Score -1.22967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -12296691.000000 Penalty: 3758.132568
	Iteration 112Q: 3 clusters Score -1.229669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -12296688.000000 Penalty: 3758.132568
	Iteration 113Q: 3 clusters Score -1.229669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -12296691.000000 Penalty: 3758.132568
	Iteration 114Q: 3 clusters Score -1.229669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -12296688.000000 Penalty: 3758.132568
	Iteration 115Q: 3 clusters Score -1.229669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -12296687.000000 Penalty: 3758.132568
	Iteration 116Q: 3 clusters Score -1.229669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -12296677.000000 Penalty: 3758.132568
	Iteration 117Q: 3 clusters Score -1.229668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -12296672.000000 Penalty: 3758.132568
	Iteration 118Q: 3 clusters Score -1.229667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -12296696.000000 Penalty: 3758.132568
	Iteration 119Q: 3 clusters Score -1.22967e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -12296701.000000 Penalty: 3758.132568
	Iteration 120F: 3 clusters Score -1.22967e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -12296715.000000 Penalty: 3758.132568
	Iteration 121Q: 3 clusters Score -1.229672e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -12296710.000000 Penalty: 3758.132568
	Iteration 122Q: 3 clusters Score -1.229671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -12296717.000000 Penalty: 3758.132568
	Iteration 123Q: 3 clusters Score -1.229672e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -12296711.000000 Penalty: 3758.132568
	Iteration 124Q: 3 clusters Score -1.229671e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 60526 members 
Entering Unmasked Estep 
Score: -12296712.000000 Penalty: 3758.132568
	Iteration 125Q: 3 clusters Score -1.229671e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -12296721.000000 Penalty: 3758.132568
	Iteration 126Q: 3 clusters Score -1.229672e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -12296725.000000 Penalty: 3758.132568
	Iteration 127Q: 3 clusters Score -1.229672e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -12296725.000000 Penalty: 3758.132568
	Iteration 128Q: 3 clusters Score -1.229672e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -12296706.000000 Penalty: 3758.132568
	Iteration 129Q: 3 clusters Score -1.229671e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -12296715.000000 Penalty: 3758.132568
	Iteration 130Q: 3 clusters Score -1.229672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -12296716.000000 Penalty: 3758.132568
	Iteration 131Q: 3 clusters Score -1.229672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -12296717.000000 Penalty: 3758.132568
	Iteration 132Q: 3 clusters Score -1.229672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -12296716.000000 Penalty: 3758.132568
	Iteration 133Q: 3 clusters Score -1.229672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -12296722.000000 Penalty: 3758.132568
	Iteration 134Q: 3 clusters Score -1.229672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -12296730.000000 Penalty: 3758.132568
	Iteration 135Q: 3 clusters Score -1.229673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -12296732.000000 Penalty: 3758.132568
	Iteration 136Q: 3 clusters Score -1.229673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -12296733.000000 Penalty: 3758.132568
	Iteration 137Q: 3 clusters Score -1.229673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -12296726.000000 Penalty: 3758.132568
	Iteration 138Q: 3 clusters Score -1.229673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -12296724.000000 Penalty: 3758.132568
	Iteration 139Q: 3 clusters Score -1.229672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -12296717.000000 Penalty: 3758.132568
	Iteration 140F: 3 clusters Score -1.229672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -12296725.000000 Penalty: 3758.132568
	Iteration 141Q: 3 clusters Score -1.229672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -12296721.000000 Penalty: 3758.132568
	Iteration 142Q: 3 clusters Score -1.229672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -12296721.000000 Penalty: 3758.132568
	Iteration 143Q: 3 clusters Score -1.229672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -12296723.000000 Penalty: 3758.132568
	Iteration 144Q: 3 clusters Score -1.229672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -12296728.000000 Penalty: 3758.132568
	Iteration 145Q: 3 clusters Score -1.229673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -12296723.000000 Penalty: 3758.132568
	Iteration 146Q: 3 clusters Score -1.229672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -12296720.000000 Penalty: 3758.132568
	Iteration 147Q: 3 clusters Score -1.229672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -12296719.000000 Penalty: 3758.132568
	Iteration 148Q: 3 clusters Score -1.229672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -12296709.000000 Penalty: 3758.132568
	Iteration 149Q: 3 clusters Score -1.229671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -12296710.000000 Penalty: 3758.132568
	Iteration 150Q: 3 clusters Score -1.229671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -12296699.000000 Penalty: 3758.132568
	Iteration 151Q: 3 clusters Score -1.22967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -12296697.000000 Penalty: 3758.132568
	Iteration 152Q: 3 clusters Score -1.22967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -12296693.000000 Penalty: 3758.132568
	Iteration 153Q: 3 clusters Score -1.229669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -12296693.000000 Penalty: 3758.132568
	Iteration 154Q: 3 clusters Score -1.229669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -12296696.000000 Penalty: 3758.132568
	Iteration 155Q: 3 clusters Score -1.22967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -12296720.000000 Penalty: 3758.132568
	Iteration 156Q: 3 clusters Score -1.229672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -12296738.000000 Penalty: 3758.132568
	Iteration 157Q: 3 clusters Score -1.229674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -12296720.000000 Penalty: 3758.132568
	Iteration 158Q: 3 clusters Score -1.229672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -12296725.000000 Penalty: 3758.132568
	Iteration 159Q: 3 clusters Score -1.229672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -12296729.000000 Penalty: 3758.132568
	Iteration 160F: 3 clusters Score -1.229673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -12296716.000000 Penalty: 3758.132568
	Iteration 161Q: 3 clusters Score -1.229672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -12296719.000000 Penalty: 3758.132568
	Iteration 162Q: 3 clusters Score -1.229672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -12296724.000000 Penalty: 3758.132568
	Iteration 163Q: 3 clusters Score -1.229672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -12296723.000000 Penalty: 3758.132568
	Iteration 164Q: 3 clusters Score -1.229672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -12296713.000000 Penalty: 3758.132568
	Iteration 165Q: 3 clusters Score -1.229671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -12296712.000000 Penalty: 3758.132568
	Iteration 166Q: 3 clusters Score -1.229671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -12296711.000000 Penalty: 3758.132568
	Iteration 167Q: 3 clusters Score -1.229671e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -12296712.000000 Penalty: 3758.132568
	Iteration 168Q: 3 clusters Score -1.229671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -12296717.000000 Penalty: 3758.132568
	Iteration 169Q: 3 clusters Score -1.229672e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -12296712.000000 Penalty: 3758.132568
	Iteration 170Q: 3 clusters Score -1.229671e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -12296711.000000 Penalty: 3758.132568
	Iteration 171Q: 3 clusters Score -1.229671e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -12296716.000000 Penalty: 3758.132568
	Iteration 172Q: 3 clusters Score -1.229672e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -12296723.000000 Penalty: 3758.132568
	Iteration 173Q: 3 clusters Score -1.229672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -12296736.000000 Penalty: 3758.132568
	Iteration 174Q: 3 clusters Score -1.229674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -12296742.000000 Penalty: 3758.132568
	Iteration 175Q: 3 clusters Score -1.229674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -12296747.000000 Penalty: 3758.132568
	Iteration 176Q: 3 clusters Score -1.229675e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -12296734.000000 Penalty: 3758.132568
	Iteration 177Q: 3 clusters Score -1.229673e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -12296729.000000 Penalty: 3758.132568
	Iteration 178Q: 3 clusters Score -1.229673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -12296738.000000 Penalty: 3758.132568
	Iteration 179Q: 3 clusters Score -1.229674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -12296742.000000 Penalty: 3758.132568
	Iteration 180F: 3 clusters Score -1.229674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -12296751.000000 Penalty: 3758.132568
	Iteration 181Q: 3 clusters Score -1.229675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -12296746.000000 Penalty: 3758.132568
	Iteration 182Q: 3 clusters Score -1.229675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -12296748.000000 Penalty: 3758.132568
	Iteration 183Q: 3 clusters Score -1.229675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -12296737.000000 Penalty: 3758.132568
	Iteration 184Q: 3 clusters Score -1.229674e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -12296724.000000 Penalty: 3758.132568
	Iteration 185Q: 3 clusters Score -1.229672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -12296724.000000 Penalty: 3758.132568
	Iteration 186Q: 3 clusters Score -1.229672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -12296719.000000 Penalty: 3758.132568
	Iteration 187Q: 3 clusters Score -1.229672e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -12296730.000000 Penalty: 3758.132568
	Iteration 188Q: 3 clusters Score -1.229673e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -12296708.000000 Penalty: 3758.132568
	Iteration 189Q: 3 clusters Score -1.229671e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -12296738.000000 Penalty: 3758.132568
	Iteration 190Q: 3 clusters Score -1.229674e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -12296737.000000 Penalty: 3758.132568
	Iteration 191Q: 3 clusters Score -1.229674e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -12296729.000000 Penalty: 3758.132568
	Iteration 192Q: 3 clusters Score -1.229673e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -12296734.000000 Penalty: 3758.132568
	Iteration 193Q: 3 clusters Score -1.229673e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -12296711.000000 Penalty: 3758.132568
	Iteration 194Q: 3 clusters Score -1.229671e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -12296728.000000 Penalty: 3758.132568
	Iteration 195Q: 3 clusters Score -1.229673e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -12296737.000000 Penalty: 3758.132568
	Iteration 196Q: 3 clusters Score -1.229674e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -12296739.000000 Penalty: 3758.132568
	Iteration 197Q: 3 clusters Score -1.229674e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -12296719.000000 Penalty: 3758.132568
	Iteration 198Q: 3 clusters Score -1.229672e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -12296733.000000 Penalty: 3758.132568
	Iteration 199Q: 3 clusters Score -1.229673e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -12296720.000000 Penalty: 3758.132568
	Iteration 200F: 3 clusters Score -1.229672e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -12296715.000000 Penalty: 3758.132568
	Iteration 201Q: 3 clusters Score -1.229672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -12296742.000000 Penalty: 3758.132568
	Iteration 202Q: 3 clusters Score -1.229674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -12296718.000000 Penalty: 3758.132568
	Iteration 203Q: 3 clusters Score -1.229672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -12296737.000000 Penalty: 3758.132568
	Iteration 204Q: 3 clusters Score -1.229674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -12296730.000000 Penalty: 3758.132568
	Iteration 205Q: 3 clusters Score -1.229673e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -12296729.000000 Penalty: 3758.132568
	Iteration 206Q: 3 clusters Score -1.229673e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -12296737.000000 Penalty: 3758.132568
	Iteration 207Q: 3 clusters Score -1.229674e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -12296728.000000 Penalty: 3758.132568
	Iteration 208Q: 3 clusters Score -1.229673e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 62717 members 
Entering Unmasked Estep 
Score: -12296731.000000 Penalty: 3758.132568
	Iteration 209Q: 3 clusters Score -1.229673e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -12296739.000000 Penalty: 3758.132568
	Iteration 210Q: 3 clusters Score -1.229674e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -12296745.000000 Penalty: 3758.132568
	Iteration 211Q: 3 clusters Score -1.229674e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -12296724.000000 Penalty: 3758.132568
	Iteration 212Q: 3 clusters Score -1.229672e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -12296728.000000 Penalty: 3758.132568
	Iteration 213Q: 3 clusters Score -1.229673e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -12296735.000000 Penalty: 3758.132568
	Iteration 214Q: 3 clusters Score -1.229674e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -12296739.000000 Penalty: 3758.132568
	Iteration 215Q: 3 clusters Score -1.229674e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -12296731.000000 Penalty: 3758.132568
	Iteration 216Q: 3 clusters Score -1.229673e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -12296738.000000 Penalty: 3758.132568
	Iteration 217Q: 3 clusters Score -1.229674e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -12296734.000000 Penalty: 3758.132568
	Iteration 218Q: 3 clusters Score -1.229673e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -12296733.000000 Penalty: 3758.132568
	Iteration 219Q: 3 clusters Score -1.229673e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -12296747.000000 Penalty: 3758.132568
	Iteration 220F: 3 clusters Score -1.229675e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -12296756.000000 Penalty: 3758.132568
	Iteration 221Q: 3 clusters Score -1.229676e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -12296766.000000 Penalty: 3758.132568
	Iteration 222Q: 3 clusters Score -1.229677e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -12296764.000000 Penalty: 3758.132568
	Iteration 223Q: 3 clusters Score -1.229676e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -12296758.000000 Penalty: 3758.132568
	Iteration 224Q: 3 clusters Score -1.229676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -12296762.000000 Penalty: 3758.132568
	Iteration 225Q: 3 clusters Score -1.229676e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -12296770.000000 Penalty: 3758.132568
	Iteration 226Q: 3 clusters Score -1.229677e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -12296767.000000 Penalty: 3758.132568
	Iteration 227Q: 3 clusters Score -1.229677e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -12296761.000000 Penalty: 3758.132568
	Iteration 228Q: 3 clusters Score -1.229676e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -12296754.000000 Penalty: 3758.132568
	Iteration 229Q: 3 clusters Score -1.229675e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -12296762.000000 Penalty: 3758.132568
	Iteration 230Q: 3 clusters Score -1.229676e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -12296777.000000 Penalty: 3758.132568
	Iteration 231Q: 3 clusters Score -1.229678e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -12296790.000000 Penalty: 3758.132568
	Iteration 232Q: 3 clusters Score -1.229679e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -12296801.000000 Penalty: 3758.132568
	Iteration 233Q: 3 clusters Score -1.22968e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -12296795.000000 Penalty: 3758.132568
	Iteration 234Q: 3 clusters Score -1.22968e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -12296825.000000 Penalty: 3758.132568
	Iteration 235Q: 3 clusters Score -1.229682e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 64199 members 
Entering Unmasked Estep 
Score: -12296815.000000 Penalty: 3758.132568
	Iteration 236Q: 3 clusters Score -1.229682e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -12296807.000000 Penalty: 3758.132568
	Iteration 237Q: 3 clusters Score -1.229681e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -12296835.000000 Penalty: 3758.132568
	Iteration 238Q: 3 clusters Score -1.229684e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -12296827.000000 Penalty: 3758.132568
	Iteration 239Q: 3 clusters Score -1.229683e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 64624 members 
Entering Unmasked Estep 
Score: -12296827.000000 Penalty: 3758.132568
	Iteration 240F: 3 clusters Score -1.229683e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -12296854.000000 Penalty: 3758.132568
	Iteration 241Q: 3 clusters Score -1.229685e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -12296865.000000 Penalty: 3758.132568
	Iteration 242Q: 3 clusters Score -1.229686e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -12296879.000000 Penalty: 3758.132568
	Iteration 243Q: 3 clusters Score -1.229688e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -12296863.000000 Penalty: 3758.132568
	Iteration 244Q: 3 clusters Score -1.229686e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 65169 members 
Entering Unmasked Estep 
Score: -12296842.000000 Penalty: 3758.132568
	Iteration 245Q: 3 clusters Score -1.229684e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -12296830.000000 Penalty: 3758.132568
	Iteration 246Q: 3 clusters Score -1.229683e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -12296847.000000 Penalty: 3758.132568
	Iteration 247Q: 3 clusters Score -1.229685e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -12296864.000000 Penalty: 3758.132568
	Iteration 248Q: 3 clusters Score -1.229686e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -12296886.000000 Penalty: 3758.132568
	Iteration 249Q: 3 clusters Score -1.229689e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -12296881.000000 Penalty: 3758.132568
	Iteration 250Q: 3 clusters Score -1.229688e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -12296860.000000 Penalty: 3758.132568
	Iteration 251Q: 3 clusters Score -1.229686e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -12296853.000000 Penalty: 3758.132568
	Iteration 252Q: 3 clusters Score -1.229685e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -12296844.000000 Penalty: 3758.132568
	Iteration 253Q: 3 clusters Score -1.229684e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -12296861.000000 Penalty: 3758.132568
	Iteration 254Q: 3 clusters Score -1.229686e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -12296861.000000 Penalty: 3758.132568
	Iteration 255Q: 3 clusters Score -1.229686e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -12296845.000000 Penalty: 3758.132568
	Iteration 256Q: 3 clusters Score -1.229684e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -12296854.000000 Penalty: 3758.132568
	Iteration 257Q: 3 clusters Score -1.229685e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -12296858.000000 Penalty: 3758.132568
	Iteration 258Q: 3 clusters Score -1.229686e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -12296889.000000 Penalty: 3758.132568
	Iteration 259Q: 3 clusters Score -1.229689e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -12296911.000000 Penalty: 3758.132568
	Iteration 260F: 3 clusters Score -1.229691e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 67119 members 
Entering Unmasked Estep 
Score: -12296919.000000 Penalty: 3758.132568
	Iteration 261Q: 3 clusters Score -1.229692e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -12296911.000000 Penalty: 3758.132568
	Iteration 262Q: 3 clusters Score -1.229691e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -12296910.000000 Penalty: 3758.132568
	Iteration 263Q: 3 clusters Score -1.229691e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
Score: -12296928.000000 Penalty: 3758.132568
	Iteration 264Q: 3 clusters Score -1.229693e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 67681 members 
Entering Unmasked Estep 
Score: -12296935.000000 Penalty: 3758.132568
	Iteration 265Q: 3 clusters Score -1.229694e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -12296947.000000 Penalty: 3758.132568
	Iteration 266Q: 3 clusters Score -1.229695e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -12296923.000000 Penalty: 3758.132568
	Iteration 267Q: 3 clusters Score -1.229692e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -12296947.000000 Penalty: 3758.132568
	Iteration 268Q: 3 clusters Score -1.229695e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -12296941.000000 Penalty: 3758.132568
	Iteration 269Q: 3 clusters Score -1.229694e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -12296964.000000 Penalty: 3758.132568
	Iteration 270Q: 3 clusters Score -1.229696e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -12296972.000000 Penalty: 3758.132568
	Iteration 271Q: 3 clusters Score -1.229697e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -12296980.000000 Penalty: 3758.132568
	Iteration 272Q: 3 clusters Score -1.229698e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -12296980.000000 Penalty: 3758.132568
	Iteration 273Q: 3 clusters Score -1.229698e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -12297007.000000 Penalty: 3758.132568
	Iteration 274Q: 3 clusters Score -1.229701e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
Score: -12297019.000000 Penalty: 3758.132568
	Iteration 275Q: 3 clusters Score -1.229702e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -12297012.000000 Penalty: 3758.132568
	Iteration 276Q: 3 clusters Score -1.229701e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -12297023.000000 Penalty: 3758.132568
	Iteration 277Q: 3 clusters Score -1.229702e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -12297003.000000 Penalty: 3758.132568
	Iteration 278Q: 3 clusters Score -1.2297e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -12297001.000000 Penalty: 3758.132568
	Iteration 279Q: 3 clusters Score -1.2297e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -12297052.000000 Penalty: 3758.132568
	Iteration 280F: 3 clusters Score -1.229705e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 70124 members 
Entering Unmasked Estep 
Score: -12297063.000000 Penalty: 3758.132568
	Iteration 281Q: 3 clusters Score -1.229706e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -12297087.000000 Penalty: 3758.132568
	Iteration 282Q: 3 clusters Score -1.229709e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 70496 members 
Entering Unmasked Estep 
Score: -12297064.000000 Penalty: 3758.132568
	Iteration 283Q: 3 clusters Score -1.229706e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -12297102.000000 Penalty: 3758.132568
	Iteration 284Q: 3 clusters Score -1.22971e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -12297127.000000 Penalty: 3758.132568
	Iteration 285Q: 3 clusters Score -1.229713e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -12297132.000000 Penalty: 3758.132568
	Iteration 286Q: 3 clusters Score -1.229713e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -12297161.000000 Penalty: 3758.132568
	Iteration 287Q: 3 clusters Score -1.229716e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -12297182.000000 Penalty: 3758.132568
	Iteration 288Q: 3 clusters Score -1.229718e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 71758 members 
Entering Unmasked Estep 
Score: -12297208.000000 Penalty: 3758.132568
	Iteration 289Q: 3 clusters Score -1.229721e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -12297200.000000 Penalty: 3758.132568
	Iteration 290Q: 3 clusters Score -1.22972e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -12297236.000000 Penalty: 3758.132568
	Iteration 291Q: 3 clusters Score -1.229724e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -12297277.000000 Penalty: 3758.132568
	Iteration 292Q: 3 clusters Score -1.229728e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -12297307.000000 Penalty: 3758.132568
	Iteration 293Q: 3 clusters Score -1.229731e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -12297329.000000 Penalty: 3758.132568
	Iteration 294Q: 3 clusters Score -1.229733e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -12297328.000000 Penalty: 3758.132568
	Iteration 295Q: 3 clusters Score -1.229733e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -12297340.000000 Penalty: 3758.132568
	Iteration 296Q: 3 clusters Score -1.229734e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -12297381.000000 Penalty: 3758.132568
	Iteration 297Q: 3 clusters Score -1.229738e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -12297409.000000 Penalty: 3758.132568
	Iteration 298Q: 3 clusters Score -1.229741e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 74148 members 
Entering Unmasked Estep 
Score: -12297446.000000 Penalty: 3758.132568
	Iteration 299Q: 3 clusters Score -1.229745e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -12297448.000000 Penalty: 3758.132568
	Iteration 300F: 3 clusters Score -1.229745e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -12297475.000000 Penalty: 3758.132568
	Iteration 301Q: 3 clusters Score -1.229748e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -12297487.000000 Penalty: 3758.132568
	Iteration 302Q: 3 clusters Score -1.229749e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -12297544.000000 Penalty: 3758.132568
	Iteration 303Q: 3 clusters Score -1.229754e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -12297513.000000 Penalty: 3758.132568
	Iteration 304Q: 3 clusters Score -1.229751e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -12297548.000000 Penalty: 3758.132568
	Iteration 305Q: 3 clusters Score -1.229755e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -12297587.000000 Penalty: 3758.132568
	Iteration 306Q: 3 clusters Score -1.229759e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -12297619.000000 Penalty: 3758.132568
	Iteration 307Q: 3 clusters Score -1.229762e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -12297667.000000 Penalty: 3758.132568
	Iteration 308Q: 3 clusters Score -1.229767e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -12297632.000000 Penalty: 3758.132568
	Iteration 309Q: 3 clusters Score -1.229763e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -12297690.000000 Penalty: 3758.132568
	Iteration 310Q: 3 clusters Score -1.229769e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -12297704.000000 Penalty: 3758.132568
	Iteration 311Q: 3 clusters Score -1.22977e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -12297765.000000 Penalty: 3758.132568
	Iteration 312Q: 3 clusters Score -1.229776e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -12297838.000000 Penalty: 3758.132568
	Iteration 313Q: 3 clusters Score -1.229784e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -12297929.000000 Penalty: 3758.132568
	Iteration 314Q: 3 clusters Score -1.229793e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -12297934.000000 Penalty: 3758.132568
	Iteration 315Q: 3 clusters Score -1.229793e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -12298029.000000 Penalty: 3758.132568
	Iteration 316Q: 3 clusters Score -1.229803e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 82679 members 
Entering Unmasked Estep 
Score: -12298088.000000 Penalty: 3758.132568
	Iteration 317Q: 3 clusters Score -1.229809e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -12298196.000000 Penalty: 3758.132568
	Iteration 318Q: 3 clusters Score -1.22982e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -12298203.000000 Penalty: 3758.132568
	Iteration 319Q: 3 clusters Score -1.22982e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -12298292.000000 Penalty: 3758.132568
	Iteration 320F: 3 clusters Score -1.229829e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -12298334.000000 Penalty: 3758.132568
	Iteration 321Q: 3 clusters Score -1.229833e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 85975 members 
Entering Unmasked Estep 
Score: -12298349.000000 Penalty: 3758.132568
	Iteration 322Q: 3 clusters Score -1.229835e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -12298423.000000 Penalty: 3758.132568
	Iteration 323Q: 3 clusters Score -1.229842e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -12298450.000000 Penalty: 3758.132568
	Iteration 324Q: 3 clusters Score -1.229845e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -12298517.000000 Penalty: 3758.132568
	Iteration 325Q: 3 clusters Score -1.229852e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -12298598.000000 Penalty: 3758.132568
	Iteration 326Q: 3 clusters Score -1.22986e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -12298666.000000 Penalty: 3758.132568
	Iteration 327Q: 3 clusters Score -1.229867e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -12298714.000000 Penalty: 3758.132568
	Iteration 328Q: 3 clusters Score -1.229871e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 91432 members 
Entering Unmasked Estep 
Score: -12298867.000000 Penalty: 3758.132568
	Iteration 329Q: 3 clusters Score -1.229887e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -12298983.000000 Penalty: 3758.132568
	Iteration 330Q: 3 clusters Score -1.229898e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 93065 members 
Entering Unmasked Estep 
Score: -12299142.000000 Penalty: 3758.132568
	Iteration 331Q: 3 clusters Score -1.229914e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -12299246.000000 Penalty: 3758.132568
	Iteration 332Q: 3 clusters Score -1.229925e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -12299380.000000 Penalty: 3758.132568
	Iteration 333Q: 3 clusters Score -1.229938e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 95436 members 
Entering Unmasked Estep 
Score: -12299497.000000 Penalty: 3758.132568
	Iteration 334Q: 3 clusters Score -1.22995e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 96135 members 
Entering Unmasked Estep 
Score: -12299610.000000 Penalty: 3758.132568
	Iteration 335Q: 3 clusters Score -1.229961e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 96810 members 
Entering Unmasked Estep 
Score: -12299711.000000 Penalty: 3758.132568
	Iteration 336Q: 3 clusters Score -1.229971e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
Score: -12299842.000000 Penalty: 3758.132568
	Iteration 337Q: 3 clusters Score -1.229984e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 98085 members 
Entering Unmasked Estep 
Score: -12300030.000000 Penalty: 3758.132568
	Iteration 338Q: 3 clusters Score -1.230003e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -12300153.000000 Penalty: 3758.132568
	Iteration 339Q: 3 clusters Score -1.230015e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 99302 members 
Entering Unmasked Estep 
Score: -12300311.000000 Penalty: 3758.132568
	Iteration 340F: 3 clusters Score -1.230031e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -12300497.000000 Penalty: 3758.132568
	Iteration 341Q: 3 clusters Score -1.23005e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -12300621.000000 Penalty: 3758.132568
	Iteration 342Q: 3 clusters Score -1.230062e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 100865 members 
Entering Unmasked Estep 
Score: -12300833.000000 Penalty: 3758.132568
	Iteration 343Q: 3 clusters Score -1.230083e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
Score: -12301036.000000 Penalty: 3758.132568
	Iteration 344Q: 3 clusters Score -1.230104e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -12301206.000000 Penalty: 3758.132568
	Iteration 345Q: 3 clusters Score -1.230121e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 101967 members 
Entering Unmasked Estep 
Score: -12301379.000000 Penalty: 3758.132568
	Iteration 346Q: 3 clusters Score -1.230138e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 102284 members 
Entering Unmasked Estep 
Score: -12301421.000000 Penalty: 3758.132568
	Iteration 347Q: 3 clusters Score -1.230142e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 102547 members 
Entering Unmasked Estep 
Score: -12301544.000000 Penalty: 3758.132568
	Iteration 348Q: 3 clusters Score -1.230154e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 102765 members 
Entering Unmasked Estep 
Score: -12301620.000000 Penalty: 3758.132568
	Iteration 349Q: 3 clusters Score -1.230162e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -12301654.000000 Penalty: 3758.132568
	Iteration 350Q: 3 clusters Score -1.230165e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -12301706.000000 Penalty: 3758.132568
	Iteration 351Q: 3 clusters Score -1.230171e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -12301756.000000 Penalty: 3758.132568
	Iteration 352Q: 3 clusters Score -1.230176e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 103400 members 
Entering Unmasked Estep 
Score: -12301796.000000 Penalty: 3758.132568
	Iteration 353Q: 3 clusters Score -1.23018e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -12301823.000000 Penalty: 3758.132568
	Iteration 354Q: 3 clusters Score -1.230182e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 103621 members 
Entering Unmasked Estep 
Score: -12301820.000000 Penalty: 3758.132568
	Iteration 355Q: 3 clusters Score -1.230182e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -12301835.000000 Penalty: 3758.132568
	Iteration 356Q: 3 clusters Score -1.230184e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 103764 members 
Entering Unmasked Estep 
Score: -12301835.000000 Penalty: 3758.132568
	Iteration 357Q: 3 clusters Score -1.230184e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -12301825.000000 Penalty: 3758.132568
	Iteration 358Q: 3 clusters Score -1.230182e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 103877 members 
Entering Unmasked Estep 
Score: -12301837.000000 Penalty: 3758.132568
	Iteration 359Q: 3 clusters Score -1.230184e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 103932 members 
Entering Unmasked Estep 
Score: -12301842.000000 Penalty: 3758.132568
	Iteration 360F: 3 clusters Score -1.230184e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -12301847.000000 Penalty: 3758.132568
	Iteration 361Q: 3 clusters Score -1.230185e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 104026 members 
Entering Unmasked Estep 
Score: -12301883.000000 Penalty: 3758.132568
	Iteration 362Q: 3 clusters Score -1.230188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 104064 members 
Entering Unmasked Estep 
Score: -12301890.000000 Penalty: 3758.132568
	Iteration 363Q: 3 clusters Score -1.230189e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -12301906.000000 Penalty: 3758.132568
	Iteration 364Q: 3 clusters Score -1.230191e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 104126 members 
Entering Unmasked Estep 
Score: -12301913.000000 Penalty: 3758.132568
	Iteration 365Q: 3 clusters Score -1.230191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 104155 members 
Entering Unmasked Estep 
Score: -12301948.000000 Penalty: 3758.132568
	Iteration 366Q: 3 clusters Score -1.230195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 104186 members 
Entering Unmasked Estep 
Score: -12301938.000000 Penalty: 3758.132568
	Iteration 367Q: 3 clusters Score -1.230194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -12301949.000000 Penalty: 3758.132568
	Iteration 368Q: 3 clusters Score -1.230195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 104232 members 
Entering Unmasked Estep 
Score: -12301938.000000 Penalty: 3758.132568
	Iteration 369Q: 3 clusters Score -1.230194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 104256 members 
Entering Unmasked Estep 
Score: -12301954.000000 Penalty: 3758.132568
	Iteration 370Q: 3 clusters Score -1.230195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -12301982.000000 Penalty: 3758.132568
	Iteration 371Q: 3 clusters Score -1.230198e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -12301999.000000 Penalty: 3758.132568
	Iteration 372Q: 3 clusters Score -1.2302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 104332 members 
Entering Unmasked Estep 
Score: -12302012.000000 Penalty: 3758.132568
	Iteration 373Q: 3 clusters Score -1.230201e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -12302013.000000 Penalty: 3758.132568
	Iteration 374Q: 3 clusters Score -1.230201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 104369 members 
Entering Unmasked Estep 
Score: -12302017.000000 Penalty: 3758.132568
	Iteration 375Q: 3 clusters Score -1.230202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 104377 members 
Entering Unmasked Estep 
Score: -12302019.000000 Penalty: 3758.132568
	Iteration 376Q: 3 clusters Score -1.230202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -12302025.000000 Penalty: 3758.132568
	Iteration 377Q: 3 clusters Score -1.230202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 104398 members 
Entering Unmasked Estep 
Score: -12302020.000000 Penalty: 3758.132568
	Iteration 378Q: 3 clusters Score -1.230202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 104408 members 
Entering Unmasked Estep 
Score: -12302029.000000 Penalty: 3758.132568
	Iteration 379Q: 3 clusters Score -1.230203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 104417 members 
Entering Unmasked Estep 
Score: -12302023.000000 Penalty: 3758.132568
	Iteration 380F: 3 clusters Score -1.230202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -12302022.000000 Penalty: 3758.132568
	Iteration 381Q: 3 clusters Score -1.230202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -12302031.000000 Penalty: 3758.132568
	Iteration 382Q: 3 clusters Score -1.230203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 104426 members 
Entering Unmasked Estep 
Score: -12302025.000000 Penalty: 3758.132568
	Iteration 383Q: 3 clusters Score -1.230202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 104429 members 
Entering Unmasked Estep 
Score: -12302037.000000 Penalty: 3758.132568
	Iteration 384Q: 3 clusters Score -1.230204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -12302030.000000 Penalty: 3758.132568
	Iteration 385Q: 3 clusters Score -1.230203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -12302027.000000 Penalty: 3758.132568
	Iteration 386Q: 3 clusters Score -1.230203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 104435 members 
Entering Unmasked Estep 
Score: -12302032.000000 Penalty: 3758.132568
	Iteration 387Q: 3 clusters Score -1.230203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -12302034.000000 Penalty: 3758.132568
	Iteration 388Q: 3 clusters Score -1.230203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -12302035.000000 Penalty: 3758.132568
	Iteration 389Q: 3 clusters Score -1.230204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -12302035.000000 Penalty: 3758.132568
	Iteration 390F: 3 clusters Score -1.230204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -40939.679688 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -40939.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40019.312500 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -40019.31 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40200.816406 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -40200.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40235.585938 Penalty: 1953.661865
	Iteration 2Q: 3 clusters Score -40235.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40258.832031 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -40258.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40265.867188 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -40265.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40272.593750 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -40272.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40279.738281 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -40279.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40288.996094 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -40289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40291.718750 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -40291.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40291.718750 Penalty: 1953.661865
	Iteration 9F: 3 clusters Score -40291.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Entering Unmasked Estep 
Score: -1540669.750000 Penalty: 1541.512085
	Iteration 0F: 2 clusters Score -1540670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1531444.500000 Penalty: 3083.024170
	Iteration 0F: 3 clusters Score -1531444 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1534493.625000 Penalty: 3083.024170
	Iteration 1F: 3 clusters Score -1534494 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1534726.250000 Penalty: 3083.024170
	Iteration 2F: 3 clusters Score -1534726 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1534897.250000 Penalty: 3083.024170
	Iteration 3Q: 3 clusters Score -1534897 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1535031.875000 Penalty: 3083.024170
	Iteration 4Q: 3 clusters Score -1535032 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1535149.000000 Penalty: 3083.024170
	Iteration 5Q: 3 clusters Score -1535149 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1535288.875000 Penalty: 3083.024170
	Iteration 6Q: 3 clusters Score -1535289 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1535427.750000 Penalty: 3083.024170
	Iteration 7Q: 3 clusters Score -1535428 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1535632.500000 Penalty: 3083.024170
	Iteration 8Q: 3 clusters Score -1535632 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1535911.125000 Penalty: 3083.024170
	Iteration 9Q: 3 clusters Score -1535911 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1536362.375000 Penalty: 3083.024170
	Iteration 10F: 3 clusters Score -1536362 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1537017.875000 Penalty: 3083.024170
	Iteration 11F: 3 clusters Score -1537018 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1537759.250000 Penalty: 3083.024170
	Iteration 12F: 3 clusters Score -1537759 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1538427.000000 Penalty: 3083.024170
	Iteration 13F: 3 clusters Score -1538427 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1538852.250000 Penalty: 3083.024170
	Iteration 14Q: 3 clusters Score -1538852 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1539064.125000 Penalty: 3083.024170
	Iteration 15Q: 3 clusters Score -1539064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1539156.625000 Penalty: 3083.024170
	Iteration 16Q: 3 clusters Score -1539157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1539213.875000 Penalty: 3083.024170
	Iteration 17Q: 3 clusters Score -1539214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1539245.875000 Penalty: 3083.024170
	Iteration 18Q: 3 clusters Score -1539246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1539271.750000 Penalty: 3083.024170
	Iteration 19Q: 3 clusters Score -1539272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1539288.125000 Penalty: 3083.024170
	Iteration 20F: 3 clusters Score -1539288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1539299.750000 Penalty: 3083.024170
	Iteration 21Q: 3 clusters Score -1539300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1539309.125000 Penalty: 3083.024170
	Iteration 22Q: 3 clusters Score -1539309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1539312.625000 Penalty: 3083.024170
	Iteration 23Q: 3 clusters Score -1539313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1539316.250000 Penalty: 3083.024170
	Iteration 24Q: 3 clusters Score -1539316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1539316.250000 Penalty: 3083.024170
	Iteration 25F: 3 clusters Score -1539316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 6531 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53438 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 62179 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 71171 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4725 members 
Mstep: Class 11 contains 15722 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33372 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4892 members 
Mstep: Class 20 contains 98748 members 
Mstep: Class 21 contains 128553 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 93729 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105186 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213296.000000 Penalty: 63808.488281
Iteration 319Q: 30 clusters Score -8.62133e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 6532 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53463 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 62176 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 71158 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 15723 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33374 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4895 members 
Mstep: Class 20 contains 98729 members 
Mstep: Class 21 contains 128563 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 93726 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8763 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105189 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213256.000000 Penalty: 63808.488281
Iteration 320F: 30 clusters Score -8.621326e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 6534 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53478 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 62177 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 71151 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4682 members 
Mstep: Class 11 contains 15729 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33377 members 
Mstep: Class 15 contains 4475 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4897 members 
Mstep: Class 20 contains 98699 members 
Mstep: Class 21 contains 128566 members 
Mstep: Class 22 contains 2924 members 
Mstep: Class 23 contains 93745 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8765 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105194 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213304.000000 Penalty: 63808.488281
Iteration 321Q: 30 clusters Score -8.62133e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 53500 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 62169 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 71146 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 15732 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33376 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4898 members 
Mstep: Class 20 contains 98678 members 
Mstep: Class 21 contains 128562 members 
Mstep: Class 22 contains 2922 members 
Mstep: Class 23 contains 93760 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8768 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105203 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213288.000000 Penalty: 63808.488281
Iteration 322Q: 30 clusters Score -8.621329e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53508 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 62163 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71138 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4652 members 
Mstep: Class 11 contains 15731 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33376 members 
Mstep: Class 15 contains 4502 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4903 members 
Mstep: Class 20 contains 98665 members 
Mstep: Class 21 contains 128563 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 93767 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8770 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105211 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213328.000000 Penalty: 63808.488281
Iteration 323Q: 30 clusters Score -8.621333e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 53537 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 62160 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71127 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 15729 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33378 members 
Mstep: Class 15 contains 4518 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 98646 members 
Mstep: Class 21 contains 128565 members 
Mstep: Class 22 contains 2907 members 
Mstep: Class 23 contains 93757 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8770 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105218 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213408.000000 Penalty: 63808.488281
Iteration 324Q: 30 clusters Score -8.621341e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 53567 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 62158 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71116 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 15730 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33381 members 
Mstep: Class 15 contains 4524 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 98643 members 
Mstep: Class 21 contains 128563 members 
Mstep: Class 22 contains 2904 members 
Mstep: Class 23 contains 93737 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8771 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105225 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213376.000000 Penalty: 63808.488281
Iteration 325Q: 30 clusters Score -8.621338e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 53584 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 62151 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71108 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 15734 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33380 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4912 members 
Mstep: Class 20 contains 98631 members 
Mstep: Class 21 contains 128570 members 
Mstep: Class 22 contains 2902 members 
Mstep: Class 23 contains 93725 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8771 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105237 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213352.000000 Penalty: 63808.488281
Iteration 326Q: 30 clusters Score -8.621335e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 53589 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 62150 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71101 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 4625 members 
Mstep: Class 11 contains 15737 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33376 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 20 contains 98624 members 
Mstep: Class 21 contains 128576 members 
Mstep: Class 22 contains 2904 members 
Mstep: Class 23 contains 93712 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8773 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105253 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213320.000000 Penalty: 63808.488281
Iteration 327Q: 30 clusters Score -8.621332e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53605 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 62152 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71094 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 4618 members 
Mstep: Class 11 contains 15737 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33373 members 
Mstep: Class 15 contains 4535 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4912 members 
Mstep: Class 20 contains 98618 members 
Mstep: Class 21 contains 128574 members 
Mstep: Class 22 contains 2903 members 
Mstep: Class 23 contains 93720 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8774 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105248 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213264.000000 Penalty: 63808.488281
Iteration 328Q: 30 clusters Score -8.621326e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53613 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 62151 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71089 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 4613 members 
Mstep: Class 11 contains 15738 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33378 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 20 contains 98604 members 
Mstep: Class 21 contains 128572 members 
Mstep: Class 22 contains 2901 members 
Mstep: Class 23 contains 93733 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8774 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105250 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213280.000000 Penalty: 63808.488281
Iteration 329Q: 30 clusters Score -8.621328e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 53631 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 62152 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71088 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 15733 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33377 members 
Mstep: Class 15 contains 4540 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4906 members 
Mstep: Class 20 contains 98582 members 
Mstep: Class 21 contains 128578 members 
Mstep: Class 22 contains 2900 members 
Mstep: Class 23 contains 93739 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8775 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105251 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213256.000000 Penalty: 63808.488281
Iteration 330Q: 30 clusters Score -8.621326e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 53649 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 62154 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71081 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 15732 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33379 members 
Mstep: Class 15 contains 4542 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4902 members 
Mstep: Class 20 contains 98575 members 
Mstep: Class 21 contains 128578 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 93736 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8776 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105252 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213232.000000 Penalty: 63808.488281
Iteration 331Q: 30 clusters Score -8.621323e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4131 members 
Mstep: Class 4 contains 53673 members 
Mstep: Class 5 contains 3047 members 
Mstep: Class 6 contains 62155 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71075 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 15732 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33379 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4902 members 
Mstep: Class 20 contains 98562 members 
Mstep: Class 21 contains 128577 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 93735 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8776 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105249 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213280.000000 Penalty: 63808.488281
Iteration 332Q: 30 clusters Score -8.621328e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 53694 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62153 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71066 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 4614 members 
Mstep: Class 11 contains 15730 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33378 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4899 members 
Mstep: Class 20 contains 98549 members 
Mstep: Class 21 contains 128585 members 
Mstep: Class 22 contains 2893 members 
Mstep: Class 23 contains 93732 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8776 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105256 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213352.000000 Penalty: 63808.488281
Iteration 333Q: 30 clusters Score -8.621335e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 53703 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62150 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71061 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 4616 members 
Mstep: Class 11 contains 15727 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33379 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4906 members 
Mstep: Class 20 contains 98535 members 
Mstep: Class 21 contains 128580 members 
Mstep: Class 22 contains 2888 members 
Mstep: Class 23 contains 93740 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8778 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105262 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213408.000000 Penalty: 63808.488281
Iteration 334Q: 30 clusters Score -8.621341e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 53712 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62149 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71052 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 15731 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33378 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4915 members 
Mstep: Class 20 contains 98516 members 
Mstep: Class 21 contains 128588 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 93749 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8778 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105259 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213384.000000 Penalty: 63808.488281
Iteration 335Q: 30 clusters Score -8.621338e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 53722 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62148 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71043 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4620 members 
Mstep: Class 11 contains 15731 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33380 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4923 members 
Mstep: Class 20 contains 98504 members 
Mstep: Class 21 contains 128582 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 93760 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8778 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105258 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213432.000000 Penalty: 63808.488281
Iteration 336Q: 30 clusters Score -8.621343e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 53733 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62148 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71030 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 15730 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33383 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4927 members 
Mstep: Class 20 contains 98492 members 
Mstep: Class 21 contains 128584 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 93768 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8779 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105255 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213448.000000 Penalty: 63808.488281
Iteration 337Q: 30 clusters Score -8.621345e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 53750 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62147 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71024 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4628 members 
Mstep: Class 11 contains 15729 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33386 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 98478 members 
Mstep: Class 21 contains 128581 members 
Mstep: Class 22 contains 2875 members 
Mstep: Class 23 contains 93764 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8778 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105256 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213488.000000 Penalty: 63808.488281
Iteration 338Q: 30 clusters Score -8.621349e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 53756 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62145 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71016 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 15728 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33386 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 98470 members 
Mstep: Class 21 contains 128586 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 93765 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8778 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105256 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213552.000000 Penalty: 63808.488281
Iteration 339Q: 30 clusters Score -8.621355e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 53766 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62145 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 71007 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33384 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4951 members 
Mstep: Class 20 contains 98461 members 
Mstep: Class 21 contains 128592 members 
Mstep: Class 22 contains 2863 members 
Mstep: Class 23 contains 93757 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8779 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105264 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213600.000000 Penalty: 63808.488281
Iteration 340F: 30 clusters Score -8.62136e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 53772 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62145 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 70994 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33386 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 98456 members 
Mstep: Class 21 contains 128598 members 
Mstep: Class 22 contains 2858 members 
Mstep: Class 23 contains 93753 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8780 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105266 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213592.000000 Penalty: 63808.488281
Iteration 341Q: 30 clusters Score -8.621359e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53775 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62144 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 70982 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 15723 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33385 members 
Mstep: Class 15 contains 4555 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 98444 members 
Mstep: Class 21 contains 128607 members 
Mstep: Class 22 contains 2854 members 
Mstep: Class 23 contains 93755 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8781 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105269 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213528.000000 Penalty: 63808.488281
Iteration 342Q: 30 clusters Score -8.621353e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53783 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62145 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 70973 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4626 members 
Mstep: Class 11 contains 15726 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33385 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 98431 members 
Mstep: Class 21 contains 128605 members 
Mstep: Class 22 contains 2852 members 
Mstep: Class 23 contains 93759 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8781 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105275 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213496.000000 Penalty: 63808.488281
Iteration 343Q: 30 clusters Score -8.62135e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53793 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62147 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 70962 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4629 members 
Mstep: Class 11 contains 15724 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33385 members 
Mstep: Class 15 contains 4556 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 98419 members 
Mstep: Class 21 contains 128606 members 
Mstep: Class 22 contains 2847 members 
Mstep: Class 23 contains 93767 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8783 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105275 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213480.000000 Penalty: 63808.488281
Iteration 344Q: 30 clusters Score -8.621348e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53788 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62142 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 70955 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4629 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33384 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 98401 members 
Mstep: Class 21 contains 128602 members 
Mstep: Class 22 contains 2840 members 
Mstep: Class 23 contains 93785 members 
Mstep: Class 24 contains 2892 members 
Mstep: Class 25 contains 8784 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105292 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213488.000000 Penalty: 63808.488281
Iteration 345Q: 30 clusters Score -8.621349e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53797 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62138 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 70944 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4630 members 
Mstep: Class 11 contains 15727 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33379 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 98382 members 
Mstep: Class 21 contains 128593 members 
Mstep: Class 22 contains 2838 members 
Mstep: Class 23 contains 93801 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8785 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105303 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213296.000000 Penalty: 63808.488281
Iteration 346Q: 30 clusters Score -8.62133e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53807 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62134 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 70932 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4631 members 
Mstep: Class 11 contains 15729 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33377 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 98369 members 
Mstep: Class 21 contains 128590 members 
Mstep: Class 22 contains 2835 members 
Mstep: Class 23 contains 93807 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8786 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105311 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213432.000000 Penalty: 63808.488281
Iteration 347Q: 30 clusters Score -8.621343e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53806 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62132 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 70930 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 15730 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33373 members 
Mstep: Class 15 contains 4561 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 98358 members 
Mstep: Class 21 contains 128585 members 
Mstep: Class 22 contains 2830 members 
Mstep: Class 23 contains 93811 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105322 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213456.000000 Penalty: 63808.488281
Iteration 348Q: 30 clusters Score -8.621346e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53798 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62128 members 
Mstep: Class 7 contains 1244 members 
Mstep: Class 8 contains 70925 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 15731 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33370 members 
Mstep: Class 15 contains 4564 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 98352 members 
Mstep: Class 21 contains 128583 members 
Mstep: Class 22 contains 2828 members 
Mstep: Class 23 contains 93824 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105332 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213408.000000 Penalty: 63808.488281
Iteration 349Q: 30 clusters Score -8.621341e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53798 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62128 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 70921 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 15732 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33368 members 
Mstep: Class 15 contains 4565 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5026 members 
Mstep: Class 20 contains 98337 members 
Mstep: Class 21 contains 128585 members 
Mstep: Class 22 contains 2825 members 
Mstep: Class 23 contains 93833 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8788 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105336 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213272.000000 Penalty: 63808.488281
Iteration 350Q: 30 clusters Score -8.621327e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53803 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62128 members 
Mstep: Class 7 contains 1242 members 
Mstep: Class 8 contains 70914 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 15734 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33372 members 
Mstep: Class 15 contains 4566 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5027 members 
Mstep: Class 20 contains 98328 members 
Mstep: Class 21 contains 128587 members 
Mstep: Class 22 contains 2825 members 
Mstep: Class 23 contains 93825 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8788 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105341 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213264.000000 Penalty: 63808.488281
Iteration 351Q: 30 clusters Score -8.621326e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53803 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62127 members 
Mstep: Class 7 contains 1241 members 
Mstep: Class 8 contains 70909 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 15737 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33373 members 
Mstep: Class 15 contains 4570 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 98319 members 
Mstep: Class 21 contains 128590 members 
Mstep: Class 22 contains 2825 members 
Mstep: Class 23 contains 93825 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105347 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213336.000000 Penalty: 63808.488281
Iteration 352Q: 30 clusters Score -8.621334e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 53816 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 62128 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 70898 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 15741 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33370 members 
Mstep: Class 15 contains 4577 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5032 members 
Mstep: Class 20 contains 98311 members 
Mstep: Class 21 contains 128591 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 93820 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105347 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213312.000000 Penalty: 63808.488281
Iteration 353Q: 30 clusters Score -8.621331e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4128 members 
Mstep: Class 4 contains 53826 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62129 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 70896 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 15744 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33367 members 
Mstep: Class 15 contains 4577 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5037 members 
Mstep: Class 20 contains 98301 members 
Mstep: Class 21 contains 128588 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 93819 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105343 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213296.000000 Penalty: 63808.488281
Iteration 354Q: 30 clusters Score -8.62133e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53829 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62130 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 70896 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 15744 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33367 members 
Mstep: Class 15 contains 4580 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5041 members 
Mstep: Class 20 contains 98285 members 
Mstep: Class 21 contains 128584 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 93819 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105351 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213344.000000 Penalty: 63808.488281
Iteration 355Q: 30 clusters Score -8.621334e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53832 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62128 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 70893 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 15743 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33366 members 
Mstep: Class 15 contains 4581 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5043 members 
Mstep: Class 20 contains 98274 members 
Mstep: Class 21 contains 128586 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 93821 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105356 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213368.000000 Penalty: 63808.488281
Iteration 356Q: 30 clusters Score -8.621337e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53837 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62128 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 70894 members 
Mstep: Class 9 contains 411 members 
Mstep: Class 10 contains 4655 members 
Mstep: Class 11 contains 15744 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33366 members 
Mstep: Class 15 contains 4583 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5046 members 
Mstep: Class 20 contains 98262 members 
Mstep: Class 21 contains 128581 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 93816 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105358 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213368.000000 Penalty: 63808.488281
Iteration 357Q: 30 clusters Score -8.621337e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53837 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62126 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70890 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4667 members 
Mstep: Class 11 contains 15745 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33366 members 
Mstep: Class 15 contains 4584 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5048 members 
Mstep: Class 20 contains 98245 members 
Mstep: Class 21 contains 128582 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 93822 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105358 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213384.000000 Penalty: 63808.488281
Iteration 358Q: 30 clusters Score -8.621338e+07 nChanged 81
Entering ConstructFrom: 
Score: -86213384.000000 Penalty: 63808.488281
Entering ConstructFrom: 
Trying to split cluster 1 (29147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Entering Unmasked Estep 
Score: -3261883.500000 Penalty: 1670.517456
	Iteration 0F: 2 clusters Score -3261884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3242297.500000 Penalty: 3341.034912
	Iteration 0F: 3 clusters Score -3242298 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3249683.750000 Penalty: 3341.034912
	Iteration 1F: 3 clusters Score -3249684 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3250137.750000 Penalty: 3341.034912
	Iteration 2Q: 3 clusters Score -3250138 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3250784.750000 Penalty: 3341.034912
	Iteration 3Q: 3 clusters Score -3250785 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3251786.500000 Penalty: 3341.034912
	Iteration 4F: 3 clusters Score -3251786 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3253265.750000 Penalty: 3341.034912
	Iteration 5F: 3 clusters Score -3253266 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3255116.250000 Penalty: 3341.034912
	Iteration 6F: 3 clusters Score -3255116 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3256976.250000 Penalty: 3341.034912
	Iteration 7F: 3 clusters Score -3256976 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3258455.250000 Penalty: 3341.034912
	Iteration 8F: 3 clusters Score -3258455 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3259379.250000 Penalty: 3341.034912
	Iteration 9Q: 3 clusters Score -3259379 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3259957.500000 Penalty: 3341.034912
	Iteration 10Q: 3 clusters Score -3259958 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3260285.500000 Penalty: 3341.034912
	Iteration 11Q: 3 clusters Score -3260286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3260418.750000 Penalty: 3341.034912
	Iteration 12Q: 3 clusters Score -3260419 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3260493.000000 Penalty: 3341.034912
	Iteration 13Q: 3 clusters Score -3260493 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3260563.250000 Penalty: 3341.034912
	Iteration 14Q: 3 clusters Score -3260563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3260599.500000 Penalty: 3341.034912
	Iteration 15Q: 3 clusters Score -3260600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3260630.000000 Penalty: 3341.034912
	Iteration 16Q: 3 clusters Score -3260630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3260664.000000 Penalty: 3341.034912
	Iteration 17Q: 3 clusters Score -3260664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3260690.500000 Penalty: 3341.034912
	Iteration 18Q: 3 clusters Score -3260690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3260701.000000 Penalty: 3341.034912
	Iteration 19Q: 3 clusters Score -3260701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3260718.500000 Penalty: 3341.034912
	Iteration 20F: 3 clusters Score -3260718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3260721.000000 Penalty: 3341.034912
	Iteration 21Q: 3 clusters Score -3260721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3260726.500000 Penalty: 3341.034912
	Iteration 22Q: 3 clusters Score -3260726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3260722.750000 Penalty: 3341.034912
	Iteration 23Q: 3 clusters Score -3260723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3260721.000000 Penalty: 3341.034912
	Iteration 24Q: 3 clusters Score -3260721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3260726.000000 Penalty: 3341.034912
	Iteration 25Q: 3 clusters Score -3260726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3260723.000000 Penalty: 3341.034912
	Iteration 26Q: 3 clusters Score -3260723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3260723.250000 Penalty: 3341.034912
	Iteration 27Q: 3 clusters Score -3260723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3260727.250000 Penalty: 3341.034912
	Iteration 28Q: 3 clusters Score -3260727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3260726.000000 Penalty: 3341.034912
	Iteration 29Q: 3 clusters Score -3260726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3260726.000000 Penalty: 3341.034912
	Iteration 30Q: 3 clusters Score -3260726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3260726.000000 Penalty: 3341.034912
	Iteration 31F: 3 clusters Score -3260726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Entering Unmasked Estep 
Score: -697017.500000 Penalty: 1427.575684
	Iteration 0F: 2 clusters Score -697017.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -692162.250000 Penalty: 2855.151367
	Iteration 0F: 3 clusters Score -692162.2 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -693817.750000 Penalty: 2855.151367
	Iteration 1F: 3 clusters Score -693817.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -694076.000000 Penalty: 2855.151367
	Iteration 2F: 3 clusters Score -694076 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -694290.875000 Penalty: 2855.151367
	Iteration 3F: 3 clusters Score -694290.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -694527.187500 Penalty: 2855.151367
	Iteration 4F: 3 clusters Score -694527.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -694796.437500 Penalty: 2855.151367
	Iteration 5F: 3 clusters Score -694796.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -695106.250000 Penalty: 2855.151367
	Iteration 6F: 3 clusters Score -695106.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -695423.937500 Penalty: 2855.151367
	Iteration 7F: 3 clusters Score -695423.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -695735.000000 Penalty: 2855.151367
	Iteration 8F: 3 clusters Score -695735 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -695946.125000 Penalty: 2855.151367
	Iteration 9Q: 3 clusters Score -695946.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -696063.500000 Penalty: 2855.151367
	Iteration 10Q: 3 clusters Score -696063.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -696153.875000 Penalty: 2855.151367
	Iteration 11Q: 3 clusters Score -696153.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -696213.500000 Penalty: 2855.151367
	Iteration 12Q: 3 clusters Score -696213.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -696252.375000 Penalty: 2855.151367
	Iteration 13Q: 3 clusters Score -696252.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -696272.000000 Penalty: 2855.151367
	Iteration 14Q: 3 clusters Score -696272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -696290.937500 Penalty: 2855.151367
	Iteration 15Q: 3 clusters Score -696290.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -696303.937500 Penalty: 2855.151367
	Iteration 16Q: 3 clusters Score -696303.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -696315.875000 Penalty: 2855.151367
	Iteration 17Q: 3 clusters Score -696315.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -696323.625000 Penalty: 2855.151367
	Iteration 18Q: 3 clusters Score -696323.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -696331.750000 Penalty: 2855.151367
	Iteration 19Q: 3 clusters Score -696331.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -696336.687500 Penalty: 2855.151367
	Iteration 20F: 3 clusters Score -696336.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -696343.062500 Penalty: 2855.151367
	Iteration 21Q: 3 clusters Score -696343.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -696349.250000 Penalty: 2855.151367
	Iteration 22Q: 3 clusters Score -696349.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -696357.000000 Penalty: 2855.151367
	Iteration 23Q: 3 clusters Score -696357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -696361.562500 Penalty: 2855.151367
	Iteration 24Q: 3 clusters Score -696361.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -696365.312500 Penalty: 2855.151367
	Iteration 25Q: 3 clusters Score -696365.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -696368.937500 Penalty: 2855.151367
	Iteration 26Q: 3 clusters Score -696368.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -696370.687500 Penalty: 2855.151367
	Iteration 27Q: 3 clusters Score -696370.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -696373.750000 Penalty: 2855.151367
	Iteration 28Q: 3 clusters Score -696373.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -696375.000000 Penalty: 2855.151367
	Iteration 29Q: 3 clusters Score -696375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -696375.812500 Penalty: 2855.151367
	Iteration 30Q: 3 clusters Score -696375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -696378.375000 Penalty: 2855.151367
	Iteration 31Q: 3 clusters Score -696378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -696378.937500 Penalty: 2855.151367
	Iteration 32Q: 3 clusters Score -696378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -696379.000000 Penalty: 2855.151367
	Iteration 33Q: 3 clusters Score -696379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -696379.000000 Penalty: 2855.151367
	Iteration 34F: 3 clusters Score -696379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Entering Unmasked Estep 
Score: -483044.531250 Penalty: 1352.862183
	Iteration 0F: 2 clusters Score -483044.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -479580.218750 Penalty: 2705.724365
	Iteration 0F: 3 clusters Score -479580.2 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -480487.187500 Penalty: 2705.724365
	Iteration 1F: 3 clusters Score -480487.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -480636.125000 Penalty: 2705.724365
	Iteration 2F: 3 clusters Score -480636.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -480736.000000 Penalty: 2705.724365
	Iteration 3Q: 3 clusters Score -480736 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -480805.906250 Penalty: 2705.724365
	Iteration 4Q: 3 clusters Score -480805.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -480867.062500 Penalty: 2705.724365
	Iteration 5Q: 3 clusters Score -480867.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -480907.968750 Penalty: 2705.724365
	Iteration 6Q: 3 clusters Score -480908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -480947.906250 Penalty: 2705.724365
	Iteration 7Q: 3 clusters Score -480947.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -480994.500000 Penalty: 2705.724365
	Iteration 8Q: 3 clusters Score -480994.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -481045.937500 Penalty: 2705.724365
	Iteration 9Q: 3 clusters Score -481045.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -481110.312500 Penalty: 2705.724365
	Iteration 10Q: 3 clusters Score -481110.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -481175.250000 Penalty: 2705.724365
	Iteration 11Q: 3 clusters Score -481175.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -481254.656250 Penalty: 2705.724365
	Iteration 12Q: 3 clusters Score -481254.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -481338.125000 Penalty: 2705.724365
	Iteration 13Q: 3 clusters Score -481338.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -481409.062500 Penalty: 2705.724365
	Iteration 14Q: 3 clusters Score -481409.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -481479.250000 Penalty: 2705.724365
	Iteration 15Q: 3 clusters Score -481479.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -481542.781250 Penalty: 2705.724365
	Iteration 16Q: 3 clusters Score -481542.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -481604.656250 Penalty: 2705.724365
	Iteration 17Q: 3 clusters Score -481604.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -481653.406250 Penalty: 2705.724365
	Iteration 18Q: 3 clusters Score -481653.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -481692.937500 Penalty: 2705.724365
	Iteration 19Q: 3 clusters Score -481692.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -481726.500000 Penalty: 2705.724365
	Iteration 20F: 3 clusters Score -481726.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -481751.343750 Penalty: 2705.724365
	Iteration 21Q: 3 clusters Score -481751.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -481774.437500 Penalty: 2705.724365
	Iteration 22Q: 3 clusters Score -481774.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -481792.343750 Penalty: 2705.724365
	Iteration 23Q: 3 clusters Score -481792.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -481805.875000 Penalty: 2705.724365
	Iteration 24Q: 3 clusters Score -481805.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -481815.343750 Penalty: 2705.724365
	Iteration 25Q: 3 clusters Score -481815.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -481828.343750 Penalty: 2705.724365
	Iteration 26Q: 3 clusters Score -481828.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -481839.437500 Penalty: 2705.724365
	Iteration 27Q: 3 clusters Score -481839.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -481852.750000 Penalty: 2705.724365
	Iteration 28Q: 3 clusters Score -481852.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -481862.250000 Penalty: 2705.724365
	Iteration 29Q: 3 clusters Score -481862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -481870.562500 Penalty: 2705.724365
	Iteration 30Q: 3 clusters Score -481870.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -481877.312500 Penalty: 2705.724365
	Iteration 31Q: 3 clusters Score -481877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -481881.062500 Penalty: 2705.724365
	Iteration 32Q: 3 clusters Score -481881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -481883.843750 Penalty: 2705.724365
	Iteration 33Q: 3 clusters Score -481883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -481885.125000 Penalty: 2705.724365
	Iteration 34Q: 3 clusters Score -481885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -481888.125000 Penalty: 2705.724365
	Iteration 35Q: 3 clusters Score -481888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -481890.343750 Penalty: 2705.724365
	Iteration 36Q: 3 clusters Score -481890.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -481899.406250 Penalty: 2705.724365
	Iteration 37Q: 3 clusters Score -481899.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -481910.843750 Penalty: 2705.724365
	Iteration 38Q: 3 clusters Score -481910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -481916.093750 Penalty: 2705.724365
	Iteration 39Q: 3 clusters Score -481916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -481920.843750 Penalty: 2705.724365
	Iteration 40F: 3 clusters Score -481920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -481925.437500 Penalty: 2705.724365
	Iteration 41Q: 3 clusters Score -481925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -481927.343750 Penalty: 2705.724365
	Iteration 42Q: 3 clusters Score -481927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -481928.937500 Penalty: 2705.724365
	Iteration 43Q: 3 clusters Score -481928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -481930.437500 Penalty: 2705.724365
	Iteration 44Q: 3 clusters Score -481930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -481932.093750 Penalty: 2705.724365
	Iteration 45Q: 3 clusters Score -481932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -481932.843750 Penalty: 2705.724365
	Iteration 46Q: 3 clusters Score -481932.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -481932.843750 Penalty: 2705.724365
	Iteration 47F: 3 clusters Score -481932.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Entering Unmasked Estep 
Score: -6378725.500000 Penalty: 1770.262207
	Iteration 0F: 2 clusters Score -6378726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -6342587.500000 Penalty: 3540.524414
	Iteration 0F: 3 clusters Score -6342588 nChanged 25354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -6357009.500000 Penalty: 3540.524414
	Iteration 1F: 3 clusters Score -6357010 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -6357451.000000 Penalty: 3540.524414
	Iteration 2Q: 3 clusters Score -6357451 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -6357899.500000 Penalty: 3540.524414
	Iteration 3Q: 3 clusters Score -6357900 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -6358558.000000 Penalty: 3540.524414
	Iteration 4Q: 3 clusters Score -6358558 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -6359485.000000 Penalty: 3540.524414
	Iteration 5Q: 3 clusters Score -6359485 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -6360827.000000 Penalty: 3540.524414
	Iteration 6Q: 3 clusters Score -6360827 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -6363087.500000 Penalty: 3540.524414
	Iteration 7F: 3 clusters Score -6363088 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -6366214.000000 Penalty: 3540.524414
	Iteration 8F: 3 clusters Score -6366214 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -6369571.500000 Penalty: 3540.524414
	Iteration 9F: 3 clusters Score -6369572 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -6371661.500000 Penalty: 3540.524414
	Iteration 10F: 3 clusters Score -6371662 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -6372520.000000 Penalty: 3540.524414
	Iteration 11Q: 3 clusters Score -6372520 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -6372984.500000 Penalty: 3540.524414
	Iteration 12Q: 3 clusters Score -6372984 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -6373327.500000 Penalty: 3540.524414
	Iteration 13Q: 3 clusters Score -6373328 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -6373650.000000 Penalty: 3540.524414
	Iteration 14Q: 3 clusters Score -6373650 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -6373835.000000 Penalty: 3540.524414
	Iteration 15Q: 3 clusters Score -6373835 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -6373963.000000 Penalty: 3540.524414
	Iteration 16Q: 3 clusters Score -6373963 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -6374120.500000 Penalty: 3540.524414
	Iteration 17Q: 3 clusters Score -6374120 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -6374237.500000 Penalty: 3540.524414
	Iteration 18Q: 3 clusters Score -6374238 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -6374317.000000 Penalty: 3540.524414
	Iteration 19Q: 3 clusters Score -6374317 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -6374411.500000 Penalty: 3540.524414
	Iteration 20F: 3 clusters Score -6374412 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -6374448.500000 Penalty: 3540.524414
	Iteration 21Q: 3 clusters Score -6374448 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -6374500.500000 Penalty: 3540.524414
	Iteration 22Q: 3 clusters Score -6374500 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -6374554.000000 Penalty: 3540.524414
	Iteration 23Q: 3 clusters Score -6374554 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -6374595.500000 Penalty: 3540.524414
	Iteration 24Q: 3 clusters Score -6374596 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -6374605.500000 Penalty: 3540.524414
	Iteration 25Q: 3 clusters Score -6374606 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -6374662.000000 Penalty: 3540.524414
	Iteration 26Q: 3 clusters Score -6374662 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -6374718.500000 Penalty: 3540.524414
	Iteration 27Q: 3 clusters Score -6374718 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -6374754.000000 Penalty: 3540.524414
	Iteration 28Q: 3 clusters Score -6374754 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -6374765.500000 Penalty: 3540.524414
	Iteration 29Q: 3 clusters Score -6374766 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -6374820.500000 Penalty: 3540.524414
	Iteration 30Q: 3 clusters Score -6374820 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -6374832.000000 Penalty: 3540.524414
	Iteration 31Q: 3 clusters Score -6374832 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -6374849.000000 Penalty: 3540.524414
	Iteration 32Q: 3 clusters Score -6374849 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -6374907.500000 Penalty: 3540.524414
	Iteration 33Q: 3 clusters Score -6374908 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -6374930.000000 Penalty: 3540.524414
	Iteration 34Q: 3 clusters Score -6374930 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6374948 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -6374967.000000 Penalty: 3540.524414
	Iteration 36Q: 3 clusters Score -6374967 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -6374995.500000 Penalty: 3540.524414
	Iteration 37Q: 3 clusters Score -6374996 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -6375035.500000 Penalty: 3540.524414
	Iteration 38Q: 3 clusters Score -6375036 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -6375065.000000 Penalty: 3540.524414
	Iteration 39Q: 3 clusters Score -6375065 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -6375139.000000 Penalty: 3540.524414
	Iteration 40F: 3 clusters Score -6375139 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -6375173.000000 Penalty: 3540.524414
	Iteration 41Q: 3 clusters Score -6375173 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -6375194.500000 Penalty: 3540.524414
	Iteration 42Q: 3 clusters Score -6375194 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -6375252.500000 Penalty: 3540.524414
	Iteration 43Q: 3 clusters Score -6375252 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -6375268.000000 Penalty: 3540.524414
	Iteration 44Q: 3 clusters Score -6375268 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -6375303.000000 Penalty: 3540.524414
	Iteration 45Q: 3 clusters Score -6375303 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -6375348.000000 Penalty: 3540.524414
	Iteration 46Q: 3 clusters Score -6375348 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -6375389.500000 Penalty: 3540.524414
	Iteration 47Q: 3 clusters Score -6375390 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -6375439.500000 Penalty: 3540.524414
	Iteration 48Q: 3 clusters Score -6375440 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -6375484.500000 Penalty: 3540.524414
	Iteration 49Q: 3 clusters Score -6375484 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -6375519.000000 Penalty: 3540.524414
	Iteration 50Q: 3 clusters Score -6375519 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -6375579.500000 Penalty: 3540.524414
	Iteration 51Q: 3 clusters Score -6375580 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -6375595.500000 Penalty: 3540.524414
	Iteration 52Q: 3 clusters Score -6375596 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -6375682.000000 Penalty: 3540.524414
	Iteration 53Q: 3 clusters Score -6375682 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -6375710.000000 Penalty: 3540.524414
	Iteration 54Q: 3 clusters Score -6375710 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -6375764.500000 Penalty: 3540.524414
	Iteration 55Q: 3 clusters Score -6375764 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6375796 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6375834 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -6375898.000000 Penalty: 3540.524414
	Iteration 58Q: 3 clusters Score -6375898 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -6375928.500000 Penalty: 3540.524414
	Iteration 59Q: 3 clusters Score -6375928 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -6375965.500000 Penalty: 3540.524414
	Iteration 60F: 3 clusters Score -6375966 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -6375993.500000 Penalty: 3540.524414
	Iteration 61Q: 3 clusters Score -6375994 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -6376023.000000 Penalty: 3540.524414
	Iteration 62Q: 3 clusters Score -6376023 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -6376073.500000 Penalty: 3540.524414
	Iteration 63Q: 3 clusters Score -6376074 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -6376111.000000 Penalty: 3540.524414
	Iteration 64Q: 3 clusters Score -6376111 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -6376172.000000 Penalty: 3540.524414
	Iteration 65Q: 3 clusters Score -6376172 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -6376212.500000 Penalty: 3540.524414
	Iteration 66Q: 3 clusters Score -6376212 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -6376251.000000 Penalty: 3540.524414
	Iteration 67Q: 3 clusters Score -6376251 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -6376273.000000 Penalty: 3540.524414
	Iteration 68Q: 3 clusters Score -6376273 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -6376309.000000 Penalty: 3540.524414
	Iteration 69Q: 3 clusters Score -6376309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -6376340.500000 Penalty: 3540.524414
	Iteration 70Q: 3 clusters Score -6376340 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -6376365.500000 Penalty: 3540.524414
	Iteration 71Q: 3 clusters Score -6376366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6376375 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -6376387.000000 Penalty: 3540.524414
	Iteration 73Q: 3 clusters Score -6376387 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -6376431.000000 Penalty: 3540.524414
	Iteration 74Q: 3 clusters Score -6376431 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -6376463.500000 Penalty: 3540.524414
	Iteration 75Q: 3 clusters Score -6376464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -6376494.000000 Penalty: 3540.524414
	Iteration 76Q: 3 clusters Score -6376494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -6376485.000000 Penalty: 3540.524414
	Iteration 77Q: 3 clusters Score -6376485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -6376514.000000 Penalty: 3540.524414
	Iteration 78Q: 3 clusters Score -6376514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -6376517.000000 Penalty: 3540.524414
	Iteration 79Q: 3 clusters Score -6376517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -6376539.000000 Penalty: 3540.524414
	Iteration 80F: 3 clusters Score -6376539 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -6376567.500000 Penalty: 3540.524414
	Iteration 81Q: 3 clusters Score -6376568 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6376590.500000 Penalty: 3540.524414
	Iteration 82Q: 3 clusters Score -6376590 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -6376602.000000 Penalty: 3540.524414
	Iteration 83Q: 3 clusters Score -6376602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -6376636.500000 Penalty: 3540.524414
	Iteration 84Q: 3 clusters Score -6376636 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -6376658.500000 Penalty: 3540.524414
	Iteration 85Q: 3 clusters Score -6376658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -6376695.500000 Penalty: 3540.524414
	Iteration 86Q: 3 clusters Score -6376696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -6376709.000000 Penalty: 3540.524414
	Iteration 87Q: 3 clusters Score -6376709 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -6376728.500000 Penalty: 3540.524414
	Iteration 88Q: 3 clusters Score -6376728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6376768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -6376782.000000 Penalty: 3540.524414
	Iteration 90Q: 3 clusters Score -6376782 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -6376804.000000 Penalty: 3540.524414
	Iteration 91Q: 3 clusters Score -6376804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -6376820.500000 Penalty: 3540.524414
	Iteration 92Q: 3 clusters Score -6376820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -6376845.500000 Penalty: 3540.524414
	Iteration 93Q: 3 clusters Score -6376846 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -6376857.000000 Penalty: 3540.524414
	Iteration 94Q: 3 clusters Score -6376857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -6376871.000000 Penalty: 3540.524414
	Iteration 95Q: 3 clusters Score -6376871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -6376904.000000 Penalty: 3540.524414
	Iteration 96Q: 3 clusters Score -6376904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -6376921.500000 Penalty: 3540.524414
	Iteration 97Q: 3 clusters Score -6376922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -6376934.000000 Penalty: 3540.524414
	Iteration 98Q: 3 clusters Score -6376934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -6376963.500000 Penalty: 3540.524414
	Iteration 99Q: 3 clusters Score -6376964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -6376975.000000 Penalty: 3540.524414
	Iteration 100F: 3 clusters Score -6376975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -6376983.500000 Penalty: 3540.524414
	Iteration 101Q: 3 clusters Score -6376984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -6376994.500000 Penalty: 3540.524414
	Iteration 102Q: 3 clusters Score -6376994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -6377012.500000 Penalty: 3540.524414
	Iteration 103Q: 3 clusters Score -6377012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -6377022.500000 Penalty: 3540.524414
	Iteration 104Q: 3 clusters Score -6377022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -6377040.500000 Penalty: 3540.524414
	Iteration 105Q: 3 clusters Score -6377040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -6377036.500000 Penalty: 3540.524414
	Iteration 106Q: 3 clusters Score -6377036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -6377033.000000 Penalty: 3540.524414
	Iteration 107Q: 3 clusters Score -6377033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -6377044.000000 Penalty: 3540.524414
	Iteration 108Q: 3 clusters Score -6377044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -6377066.500000 Penalty: 3540.524414
	Iteration 109Q: 3 clusters Score -6377066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -6377077.500000 Penalty: 3540.524414
	Iteration 110Q: 3 clusters Score -6377078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -6377087.000000 Penalty: 3540.524414
	Iteration 111Q: 3 clusters Score -6377087 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -6377095.500000 Penalty: 3540.524414
	Iteration 112Q: 3 clusters Score -6377096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -6377104.500000 Penalty: 3540.524414
	Iteration 113Q: 3 clusters Score -6377104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -6377127.500000 Penalty: 3540.524414
	Iteration 114Q: 3 clusters Score -6377128 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -6377156.500000 Penalty: 3540.524414
	Iteration 115Q: 3 clusters Score -6377156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -6377176.500000 Penalty: 3540.524414
	Iteration 116Q: 3 clusters Score -6377176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -6377189.500000 Penalty: 3540.524414
	Iteration 117Q: 3 clusters Score -6377190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -6377207.000000 Penalty: 3540.524414
	Iteration 118Q: 3 clusters Score -6377207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -6377218.000000 Penalty: 3540.524414
	Iteration 119Q: 3 clusters Score -6377218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -6377236.000000 Penalty: 3540.524414
	Iteration 120F: 3 clusters Score -6377236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -6377248.500000 Penalty: 3540.524414
	Iteration 121Q: 3 clusters Score -6377248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -6377250.500000 Penalty: 3540.524414
	Iteration 122Q: 3 clusters Score -6377250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -6377254.000000 Penalty: 3540.524414
	Iteration 123Q: 3 clusters Score -6377254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -6377254.500000 Penalty: 3540.524414
	Iteration 124Q: 3 clusters Score -6377254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -6377263.500000 Penalty: 3540.524414
	Iteration 125Q: 3 clusters Score -6377264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -6377266.500000 Penalty: 3540.524414
	Iteration 126Q: 3 clusters Score -6377266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -6377261.500000 Penalty: 3540.524414
	Iteration 127Q: 3 clusters Score -6377262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -6377266.000000 Penalty: 3540.524414
	Iteration 128Q: 3 clusters Score -6377266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -6377267.000000 Penalty: 3540.524414
	Iteration 129Q: 3 clusters Score -6377267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -6377269.500000 Penalty: 3540.524414
	Iteration 130Q: 3 clusters Score -6377270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -6377267.000000 Penalty: 3540.524414
	Iteration 131Q: 3 clusters Score -6377267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -6377271.000000 Penalty: 3540.524414
	Iteration 132Q: 3 clusters Score -6377271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -6377270.500000 Penalty: 3540.524414
	Iteration 133Q: 3 clusters Score -6377270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -6377277.000000 Penalty: 3540.524414
	Iteration 134Q: 3 clusters Score -6377277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -6377274.000000 Penalty: 3540.524414
	Iteration 135Q: 3 clusters Score -6377274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -6377275.500000 Penalty: 3540.524414
	Iteration 136Q: 3 clusters Score -6377276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -6377277.000000 Penalty: 3540.524414
	Iteration 137Q: 3 clusters Score -6377277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -6377277.000000 Penalty: 3540.524414
	Iteration 138F: 3 clusters Score -6377277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Entering Unmasked Estep 
Score: -336824.875000 Penalty: 1303.400757
	Iteration 0F: 2 clusters Score -336824.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -334055.218750 Penalty: 2606.801514
	Iteration 0F: 3 clusters Score -334055.2 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -334709.187500 Penalty: 2606.801514
	Iteration 1F: 3 clusters Score -334709.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -334874.937500 Penalty: 2606.801514
	Iteration 2F: 3 clusters Score -334874.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -334973.468750 Penalty: 2606.801514
	Iteration 3F: 3 clusters Score -334973.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -335029.062500 Penalty: 2606.801514
	Iteration 4Q: 3 clusters Score -335029.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -335070.406250 Penalty: 2606.801514
	Iteration 5Q: 3 clusters Score -335070.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -335107.218750 Penalty: 2606.801514
	Iteration 6Q: 3 clusters Score -335107.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -335137.625000 Penalty: 2606.801514
	Iteration 7Q: 3 clusters Score -335137.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -335159.437500 Penalty: 2606.801514
	Iteration 8Q: 3 clusters Score -335159.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -335182.468750 Penalty: 2606.801514
	Iteration 9Q: 3 clusters Score -335182.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -335203.562500 Penalty: 2606.801514
	Iteration 10Q: 3 clusters Score -335203.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -335221.750000 Penalty: 2606.801514
	Iteration 11Q: 3 clusters Score -335221.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -335244.000000 Penalty: 2606.801514
	Iteration 12Q: 3 clusters Score -335244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -335272.593750 Penalty: 2606.801514
	Iteration 13Q: 3 clusters Score -335272.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -335294.593750 Penalty: 2606.801514
	Iteration 14Q: 3 clusters Score -335294.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -335313.375000 Penalty: 2606.801514
	Iteration 15Q: 3 clusters Score -335313.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -335332.437500 Penalty: 2606.801514
	Iteration 16Q: 3 clusters Score -335332.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -335350.187500 Penalty: 2606.801514
	Iteration 17Q: 3 clusters Score -335350.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -335370.875000 Penalty: 2606.801514
	Iteration 18Q: 3 clusters Score -335370.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -335387.625000 Penalty: 2606.801514
	Iteration 19Q: 3 clusters Score -335387.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -335402.500000 Penalty: 2606.801514
	Iteration 20F: 3 clusters Score -335402.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -335416.468750 Penalty: 2606.801514
	Iteration 21Q: 3 clusters Score -335416.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -335428.687500 Penalty: 2606.801514
	Iteration 22Q: 3 clusters Score -335428.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -335441.937500 Penalty: 2606.801514
	Iteration 23Q: 3 clusters Score -335441.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -335460.406250 Penalty: 2606.801514
	Iteration 24Q: 3 clusters Score -335460.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -335476.343750 Penalty: 2606.801514
	Iteration 25Q: 3 clusters Score -335476.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -335493.031250 Penalty: 2606.801514
	Iteration 26Q: 3 clusters Score -335493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -335508.937500 Penalty: 2606.801514
	Iteration 27Q: 3 clusters Score -335508.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -335521.000000 Penalty: 2606.801514
	Iteration 28Q: 3 clusters Score -335521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -335530.718750 Penalty: 2606.801514
	Iteration 29Q: 3 clusters Score -335530.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -335538.375000 Penalty: 2606.801514
	Iteration 30Q: 3 clusters Score -335538.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -335549.375000 Penalty: 2606.801514
	Iteration 31Q: 3 clusters Score -335549.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -335561.343750 Penalty: 2606.801514
	Iteration 32Q: 3 clusters Score -335561.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -335573.906250 Penalty: 2606.801514
	Iteration 33Q: 3 clusters Score -335573.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -335594.906250 Penalty: 2606.801514
	Iteration 34Q: 3 clusters Score -335594.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -335608.781250 Penalty: 2606.801514
	Iteration 35Q: 3 clusters Score -335608.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -335621.968750 Penalty: 2606.801514
	Iteration 36Q: 3 clusters Score -335622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -335632.968750 Penalty: 2606.801514
	Iteration 37Q: 3 clusters Score -335633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -335641.500000 Penalty: 2606.801514
	Iteration 38Q: 3 clusters Score -335641.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -335645.718750 Penalty: 2606.801514
	Iteration 39Q: 3 clusters Score -335645.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -335651.312500 Penalty: 2606.801514
	Iteration 40F: 3 clusters Score -335651.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -335655.531250 Penalty: 2606.801514
	Iteration 41Q: 3 clusters Score -335655.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -335659.812500 Penalty: 2606.801514
	Iteration 42Q: 3 clusters Score -335659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -335662.968750 Penalty: 2606.801514
	Iteration 43Q: 3 clusters Score -335663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -335665.843750 Penalty: 2606.801514
	Iteration 44Q: 3 clusters Score -335665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -335667.843750 Penalty: 2606.801514
	Iteration 45Q: 3 clusters Score -335667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -335669.843750 Penalty: 2606.801514
	Iteration 46Q: 3 clusters Score -335669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -335669.843750 Penalty: 2606.801514
	Iteration 47F: 3 clusters Score -335669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Entering Unmasked Estep 
Score: -7240807.000000 Penalty: 1793.502075
	Iteration 0F: 2 clusters Score -7240807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -7199482.500000 Penalty: 3587.004150
	Iteration 0F: 3 clusters Score -7199482 nChanged 29378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -7216559.000000 Penalty: 3587.004150
	Iteration 1F: 3 clusters Score -7216559 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -7217629.500000 Penalty: 3587.004150
	Iteration 2Q: 3 clusters Score -7217630 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -7218954.000000 Penalty: 3587.004150
	Iteration 3Q: 3 clusters Score -7218954 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -7220659.000000 Penalty: 3587.004150
	Iteration 4F: 3 clusters Score -7220659 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -7222723.500000 Penalty: 3587.004150
	Iteration 5F: 3 clusters Score -7222724 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -7224962.000000 Penalty: 3587.004150
	Iteration 6F: 3 clusters Score -7224962 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -7227166.000000 Penalty: 3587.004150
	Iteration 7F: 3 clusters Score -7227166 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -7229124.000000 Penalty: 3587.004150
	Iteration 8F: 3 clusters Score -7229124 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -7230842.500000 Penalty: 3587.004150
	Iteration 9Q: 3 clusters Score -7230842 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -7232092.000000 Penalty: 3587.004150
	Iteration 10Q: 3 clusters Score -7232092 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -7233085.500000 Penalty: 3587.004150
	Iteration 11Q: 3 clusters Score -7233086 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -7233889.500000 Penalty: 3587.004150
	Iteration 12Q: 3 clusters Score -7233890 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -7234516.000000 Penalty: 3587.004150
	Iteration 13Q: 3 clusters Score -7234516 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -7235101.500000 Penalty: 3587.004150
	Iteration 14Q: 3 clusters Score -7235102 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -7235603.000000 Penalty: 3587.004150
	Iteration 15Q: 3 clusters Score -7235603 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -7235991.500000 Penalty: 3587.004150
	Iteration 16Q: 3 clusters Score -7235992 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -7236380.500000 Penalty: 3587.004150
	Iteration 17Q: 3 clusters Score -7236380 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -7236738.000000 Penalty: 3587.004150
	Iteration 18Q: 3 clusters Score -7236738 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -7237096.500000 Penalty: 3587.004150
	Iteration 19Q: 3 clusters Score -7237096 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -7237422.000000 Penalty: 3587.004150
	Iteration 20F: 3 clusters Score -7237422 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7237733.000000 Penalty: 3587.004150
	Iteration 21Q: 3 clusters Score -7237733 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7238010.000000 Penalty: 3587.004150
	Iteration 22Q: 3 clusters Score -7238010 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7238220.000000 Penalty: 3587.004150
	Iteration 23Q: 3 clusters Score -7238220 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7238406.000000 Penalty: 3587.004150
	Iteration 24Q: 3 clusters Score -7238406 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7238553.000000 Penalty: 3587.004150
	Iteration 25Q: 3 clusters Score -7238553 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7238708.000000 Penalty: 3587.004150
	Iteration 26Q: 3 clusters Score -7238708 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7238810.000000 Penalty: 3587.004150
	Iteration 27Q: 3 clusters Score -7238810 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7238879.500000 Penalty: 3587.004150
	Iteration 28Q: 3 clusters Score -7238880 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7238948.500000 Penalty: 3587.004150
	Iteration 29Q: 3 clusters Score -7238948 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7239003.500000 Penalty: 3587.004150
	Iteration 30Q: 3 clusters Score -7239004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7239052.000000 Penalty: 3587.004150
	Iteration 31Q: 3 clusters Score -7239052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7239089.500000 Penalty: 3587.004150
	Iteration 32Q: 3 clusters Score -7239090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7239106.000000 Penalty: 3587.004150
	Iteration 33Q: 3 clusters Score -7239106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -7239138.000000 Penalty: 3587.004150
	Iteration 34Q: 3 clusters Score -7239138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7239167.500000 Penalty: 3587.004150
	Iteration 35Q: 3 clusters Score -7239168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7239194.000000 Penalty: 3587.004150
	Iteration 36Q: 3 clusters Score -7239194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7239201.000000 Penalty: 3587.004150
	Iteration 37Q: 3 clusters Score -7239201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7239201.000000 Penalty: 3587.004150
	Iteration 38Q: 3 clusters Score -7239201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7239217.500000 Penalty: 3587.004150
	Iteration 39Q: 3 clusters Score -7239218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7239221.000000 Penalty: 3587.004150
	Iteration 40F: 3 clusters Score -7239221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7239231.500000 Penalty: 3587.004150
	Iteration 41Q: 3 clusters Score -7239232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7239238.500000 Penalty: 3587.004150
	Iteration 42Q: 3 clusters Score -7239238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7239243.500000 Penalty: 3587.004150
	Iteration 43Q: 3 clusters Score -7239244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7239255.000000 Penalty: 3587.004150
	Iteration 44Q: 3 clusters Score -7239255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7239263.000000 Penalty: 3587.004150
	Iteration 45Q: 3 clusters Score -7239263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7239279.000000 Penalty: 3587.004150
	Iteration 46Q: 3 clusters Score -7239279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7239276.000000 Penalty: 3587.004150
	Iteration 47Q: 3 clusters Score -7239276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7239280.000000 Penalty: 3587.004150
	Iteration 48Q: 3 clusters Score -7239280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7239285.000000 Penalty: 3587.004150
	Iteration 49Q: 3 clusters Score -7239285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7239286.500000 Penalty: 3587.004150
	Iteration 50Q: 3 clusters Score -7239286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7239285.500000 Penalty: 3587.004150
	Iteration 51Q: 3 clusters Score -7239286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7239291.500000 Penalty: 3587.004150
	Iteration 52Q: 3 clusters Score -7239292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7239288.500000 Penalty: 3587.004150
	Iteration 53Q: 3 clusters Score -7239288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7239293.000000 Penalty: 3587.004150
	Iteration 54Q: 3 clusters Score -7239293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7239296.000000 Penalty: 3587.004150
	Iteration 55Q: 3 clusters Score -7239296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7239294.500000 Penalty: 3587.004150
	Iteration 56Q: 3 clusters Score -7239294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7239297.000000 Penalty: 3587.004150
	Iteration 57Q: 3 clusters Score -7239297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7239297.500000 Penalty: 3587.004150
	Iteration 58Q: 3 clusters Score -7239298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7239301.000000 Penalty: 3587.004150
	Iteration 59Q: 3 clusters Score -7239301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7239300.000000 Penalty: 3587.004150
	Iteration 60F: 3 clusters Score -7239300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7239303.000000 Penalty: 3587.004150
	Iteration 61Q: 3 clusters Score -7239303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7239305.000000 Penalty: 3587.004150
	Iteration 62Q: 3 clusters Score -7239305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7239305.000000 Penalty: 3587.004150
	Iteration 63F: 3 clusters Score -7239305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -142269.968750 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -142270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140654.546875 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -140654.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -140920.546875 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -140920.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141008.015625 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -141008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141048.265625 Penalty: 2314.406982
	Iteration 3Q: 3 clusters Score -141048.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -141076.046875 Penalty: 2314.406982
	Iteration 4Q: 3 clusters Score -141076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -141091.171875 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -141091.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -141111.468750 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -141111.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -141128.781250 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -141128.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -141141.734375 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -141141.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -141147.078125 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -141147.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -141151.390625 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -141151.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -141156.218750 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -141156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -141159.406250 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -141159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141161.171875 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -141161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141163.843750 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -141163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141167.250000 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -141167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -141168.125000 Penalty: 2314.406982
	Iteration 16Q: 3 clusters Score -141168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -141169.046875 Penalty: 2314.406982
	Iteration 17Q: 3 clusters Score -141169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141170.562500 Penalty: 2314.406982
	Iteration 18Q: 3 clusters Score -141170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141171.281250 Penalty: 2314.406982
	Iteration 19Q: 3 clusters Score -141171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141172.140625 Penalty: 2314.406982
	Iteration 20F: 3 clusters Score -141172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -141173.968750 Penalty: 2314.406982
	Iteration 21Q: 3 clusters Score -141174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141174.062500 Penalty: 2314.406982
	Iteration 22Q: 3 clusters Score -141174.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141174.062500 Penalty: 2314.406982
	Iteration 23F: 3 clusters Score -141174.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Entering Unmasked Estep 
Score: -8214805.500000 Penalty: 1814.943726
	Iteration 0F: 2 clusters Score -8214806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -8167498.000000 Penalty: 3629.887451
	Iteration 0F: 3 clusters Score -8167498 nChanged 33776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -8187323.000000 Penalty: 3629.887451
	Iteration 1F: 3 clusters Score -8187323 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -8188324.500000 Penalty: 3629.887451
	Iteration 2Q: 3 clusters Score -8188324 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -8189716.000000 Penalty: 3629.887451
	Iteration 3Q: 3 clusters Score -8189716 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -8191568.000000 Penalty: 3629.887451
	Iteration 4F: 3 clusters Score -8191568 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -8194172.000000 Penalty: 3629.887451
	Iteration 5F: 3 clusters Score -8194172 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -8197232.500000 Penalty: 3629.887451
	Iteration 6F: 3 clusters Score -8197232 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -8200165.000000 Penalty: 3629.887451
	Iteration 7F: 3 clusters Score -8200165 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -8202216.000000 Penalty: 3629.887451
	Iteration 8F: 3 clusters Score -8202216 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -8203324.500000 Penalty: 3629.887451
	Iteration 9Q: 3 clusters Score -8203324 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -8203777.500000 Penalty: 3629.887451
	Iteration 10Q: 3 clusters Score -8203778 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -8204035.000000 Penalty: 3629.887451
	Iteration 11Q: 3 clusters Score -8204035 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8204267.000000 Penalty: 3629.887451
	Iteration 12Q: 3 clusters Score -8204267 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -8204528.000000 Penalty: 3629.887451
	Iteration 13Q: 3 clusters Score -8204528 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -8204830.500000 Penalty: 3629.887451
	Iteration 14Q: 3 clusters Score -8204830 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -8205166.000000 Penalty: 3629.887451
	Iteration 15Q: 3 clusters Score -8205166 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -8205465.500000 Penalty: 3629.887451
	Iteration 16Q: 3 clusters Score -8205466 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -8205772.500000 Penalty: 3629.887451
	Iteration 17Q: 3 clusters Score -8205772 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -8206126.000000 Penalty: 3629.887451
	Iteration 18Q: 3 clusters Score -8206126 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -8206575.000000 Penalty: 3629.887451
	Iteration 19Q: 3 clusters Score -8206575 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -8207085.500000 Penalty: 3629.887451
	Iteration 20F: 3 clusters Score -8207086 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -8207510.500000 Penalty: 3629.887451
	Iteration 21Q: 3 clusters Score -8207510 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -8208050.000000 Penalty: 3629.887451
	Iteration 22Q: 3 clusters Score -8208050 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -8208604.500000 Penalty: 3629.887451
	Iteration 23Q: 3 clusters Score -8208604 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -8209124.500000 Penalty: 3629.887451
	Iteration 24Q: 3 clusters Score -8209124 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -8209595.000000 Penalty: 3629.887451
	Iteration 25Q: 3 clusters Score -8209595 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -8210010.000000 Penalty: 3629.887451
	Iteration 26Q: 3 clusters Score -8210010 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -8210419.000000 Penalty: 3629.887451
	Iteration 27Q: 3 clusters Score -8210419 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -8210761.500000 Penalty: 3629.887451
	Iteration 28Q: 3 clusters Score -8210762 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -8211073.000000 Penalty: 3629.887451
	Iteration 29Q: 3 clusters Score -8211073 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -8211331.500000 Penalty: 3629.887451
	Iteration 30Q: 3 clusters Score -8211332 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66447 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -8211592.000000 Penalty: 3629.887451
	Iteration 31Q: 3 clusters Score -8211592 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -8211775.500000 Penalty: 3629.887451
	Iteration 32Q: 3 clusters Score -8211776 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8211957.000000 Penalty: 3629.887451
	Iteration 33Q: 3 clusters Score -8211957 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8212128.500000 Penalty: 3629.887451
	Iteration 34Q: 3 clusters Score -8212128 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8212265.000000 Penalty: 3629.887451
	Iteration 35Q: 3 clusters Score -8212265 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8212395.000000 Penalty: 3629.887451
	Iteration 36Q: 3 clusters Score -8212395 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8212501.500000 Penalty: 3629.887451
	Iteration 37Q: 3 clusters Score -8212502 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8212599.500000 Penalty: 3629.887451
	Iteration 38Q: 3 clusters Score -8212600 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8212662.000000 Penalty: 3629.887451
	Iteration 39Q: 3 clusters Score -8212662 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8212740.500000 Penalty: 3629.887451
	Iteration 40F: 3 clusters Score -8212740 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8212794.500000 Penalty: 3629.887451
	Iteration 41Q: 3 clusters Score -8212794 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8212845.500000 Penalty: 3629.887451
	Iteration 42Q: 3 clusters Score -8212846 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8212884.500000 Penalty: 3629.887451
	Iteration 43Q: 3 clusters Score -8212884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8212941.500000 Penalty: 3629.887451
	Iteration 44Q: 3 clusters Score -8212942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8212978.000000 Penalty: 3629.887451
	Iteration 45Q: 3 clusters Score -8212978 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8213016.000000 Penalty: 3629.887451
	Iteration 46Q: 3 clusters Score -8213016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8213052.000000 Penalty: 3629.887451
	Iteration 47Q: 3 clusters Score -8213052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8213090.000000 Penalty: 3629.887451
	Iteration 48Q: 3 clusters Score -8213090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8213101.500000 Penalty: 3629.887451
	Iteration 49Q: 3 clusters Score -8213102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8213115.000000 Penalty: 3629.887451
	Iteration 50Q: 3 clusters Score -8213115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8213137.500000 Penalty: 3629.887451
	Iteration 51Q: 3 clusters Score -8213138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8213145.000000 Penalty: 3629.887451
	Iteration 52Q: 3 clusters Score -8213145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8213158.500000 Penalty: 3629.887451
	Iteration 53Q: 3 clusters Score -8213158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8213156.000000 Penalty: 3629.887451
	Iteration 54Q: 3 clusters Score -8213156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8213176.500000 Penalty: 3629.887451
	Iteration 55Q: 3 clusters Score -8213176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8213189.500000 Penalty: 3629.887451
	Iteration 56Q: 3 clusters Score -8213190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8213199.500000 Penalty: 3629.887451
	Iteration 57Q: 3 clusters Score -8213200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8213204.500000 Penalty: 3629.887451
	Iteration 58Q: 3 clusters Score -8213204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8213214.000000 Penalty: 3629.887451
	Iteration 59Q: 3 clusters Score -8213214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8213216.000000 Penalty: 3629.887451
	Iteration 60F: 3 clusters Score -8213216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8213222.000000 Penalty: 3629.887451
	Iteration 61Q: 3 clusters Score -8213222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8213224.000000 Penalty: 3629.887451
	Iteration 62Q: 3 clusters Score -8213224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8213235.500000 Penalty: 3629.887451
	Iteration 63Q: 3 clusters Score -8213236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70185 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8213234.000000 Penalty: 3629.887451
	Iteration 64Q: 3 clusters Score -8213234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8213234.500000 Penalty: 3629.887451
	Iteration 65Q: 3 clusters Score -8213234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8213236.000000 Penalty: 3629.887451
	Iteration 66Q: 3 clusters Score -8213236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8213243.000000 Penalty: 3629.887451
	Iteration 67Q: 3 clusters Score -8213243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8213244.500000 Penalty: 3629.887451
	Iteration 68Q: 3 clusters Score -8213244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8213250.500000 Penalty: 3629.887451
	Iteration 69Q: 3 clusters Score -8213250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8213250.000000 Penalty: 3629.887451
	Iteration 70Q: 3 clusters Score -8213250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8213249.000000 Penalty: 3629.887451
	Iteration 71Q: 3 clusters Score -8213249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8213251.500000 Penalty: 3629.887451
	Iteration 72Q: 3 clusters Score -8213252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8213246.500000 Penalty: 3629.887451
	Iteration 73Q: 3 clusters Score -8213246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8213246.500000 Penalty: 3629.887451
	Iteration 74F: 3 clusters Score -8213246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -41237.027344 Penalty: 977.625549
	Iteration 0F: 2 clusters Score -41237.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40265.480469 Penalty: 1955.251099
	Iteration 0F: 3 clusters Score -40265.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40455.691406 Penalty: 1955.251099
	Iteration 1F: 3 clusters Score -40455.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40513.878906 Penalty: 1955.251099
	Iteration 2F: 3 clusters Score -40513.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40528.882812 Penalty: 1955.251099
	Iteration 3Q: 3 clusters Score -40528.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40537.843750 Penalty: 1955.251099
	Iteration 4Q: 3 clusters Score -40537.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40538.660156 Penalty: 1955.251099
	Iteration 5Q: 3 clusters Score -40538.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40538.660156 Penalty: 1955.251099
	Iteration 6F: 3 clusters Score -40538.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -540403.875000 Penalty: 1373.018188
	Iteration 0F: 2 clusters Score -540403.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -536625.500000 Penalty: 2746.036377
	Iteration 0F: 3 clusters Score -536625.5 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -537696.562500 Penalty: 2746.036377
	Iteration 1F: 3 clusters Score -537696.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -537868.562500 Penalty: 2746.036377
	Iteration 2F: 3 clusters Score -537868.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -538032.125000 Penalty: 2746.036377
	Iteration 3F: 3 clusters Score -538032.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -538213.375000 Penalty: 2746.036377
	Iteration 4F: 3 clusters Score -538213.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -538364.187500 Penalty: 2746.036377
	Iteration 5F: 3 clusters Score -538364.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -538511.312500 Penalty: 2746.036377
	Iteration 6Q: 3 clusters Score -538511.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -538639.125000 Penalty: 2746.036377
	Iteration 7Q: 3 clusters Score -538639.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -538758.750000 Penalty: 2746.036377
	Iteration 8Q: 3 clusters Score -538758.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -538911.000000 Penalty: 2746.036377
	Iteration 9Q: 3 clusters Score -538911 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -539075.937500 Penalty: 2746.036377
	Iteration 10Q: 3 clusters Score -539075.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -539220.937500 Penalty: 2746.036377
	Iteration 11Q: 3 clusters Score -539220.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -539333.875000 Penalty: 2746.036377
	Iteration 12Q: 3 clusters Score -539333.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -539428.875000 Penalty: 2746.036377
	Iteration 13Q: 3 clusters Score -539428.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -539498.125000 Penalty: 2746.036377
	Iteration 14Q: 3 clusters Score -539498.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -539551.875000 Penalty: 2746.036377
	Iteration 15Q: 3 clusters Score -539551.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -539578.562500 Penalty: 2746.036377
	Iteration 16Q: 3 clusters Score -539578.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -539594.000000 Penalty: 2746.036377
	Iteration 17Q: 3 clusters Score -539594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -539601.312500 Penalty: 2746.036377
	Iteration 18Q: 3 clusters Score -539601.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -539605.125000 Penalty: 2746.036377
	Iteration 19Q: 3 clusters Score -539605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -539607.750000 Penalty: 2746.036377
	Iteration 20F: 3 clusters Score -539607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -539607.562500 Penalty: 2746.036377
	Iteration 21Q: 3 clusters Score -539607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -539607.562500 Penalty: 2746.036377
	Iteration 22Q: 3 clusters Score -539607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -539607.562500 Penalty: 2746.036377
	Iteration 23F: 3 clusters Score -539607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Entering Unmasked Estep 
Score: -1831610.500000 Penalty: 1570.445190
	Iteration 0F: 2 clusters Score -1831610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1820705.750000 Penalty: 3140.890381
	Iteration 0F: 3 clusters Score -1820706 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1824510.125000 Penalty: 3140.890381
	Iteration 1F: 3 clusters Score -1824510 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1824734.500000 Penalty: 3140.890381
	Iteration 2Q: 3 clusters Score -1824734 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1824895.625000 Penalty: 3140.890381
	Iteration 3Q: 3 clusters Score -1824896 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1825019.125000 Penalty: 3140.890381
	Iteration 4Q: 3 clusters Score -1825019 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1825122.750000 Penalty: 3140.890381
	Iteration 5Q: 3 clusters Score -1825123 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1825216.375000 Penalty: 3140.890381
	Iteration 6Q: 3 clusters Score -1825216 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1825305.000000 Penalty: 3140.890381
	Iteration 7Q: 3 clusters Score -1825305 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1825415.500000 Penalty: 3140.890381
	Iteration 8Q: 3 clusters Score -1825416 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1825544.125000 Penalty: 3140.890381
	Iteration 9Q: 3 clusters Score -1825544 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1825736.250000 Penalty: 3140.890381
	Iteration 10Q: 3 clusters Score -1825736 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1826047.625000 Penalty: 3140.890381
	Iteration 11Q: 3 clusters Score -1826048 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1826498.500000 Penalty: 3140.890381
	Iteration 12F: 3 clusters Score -1826498 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1827123.750000 Penalty: 3140.890381
	Iteration 13F: 3 clusters Score -1827124 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1827873.375000 Penalty: 3140.890381
	Iteration 14F: 3 clusters Score -1827873 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1828694.125000 Penalty: 3140.890381
	Iteration 15F: 3 clusters Score -1828694 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1829364.125000 Penalty: 3140.890381
	Iteration 16Q: 3 clusters Score -1829364 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1829774.000000 Penalty: 3140.890381
	Iteration 17Q: 3 clusters Score -1829774 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1829992.500000 Penalty: 3140.890381
	Iteration 18Q: 3 clusters Score -1829992 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1830106.750000 Penalty: 3140.890381
	Iteration 19Q: 3 clusters Score -1830107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1830161.875000 Penalty: 3140.890381
	Iteration 20F: 3 clusters Score -1830162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1830191.375000 Penalty: 3140.890381
	Iteration 21Q: 3 clusters Score -1830191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1830205.625000 Penalty: 3140.890381
	Iteration 22Q: 3 clusters Score -1830206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1830218.750000 Penalty: 3140.890381
	Iteration 23Q: 3 clusters Score -1830219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1830224.125000 Penalty: 3140.890381
	Iteration 24Q: 3 clusters Score -1830224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1830224.875000 Penalty: 3140.890381
	Iteration 25Q: 3 clusters Score -1830225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1830225.375000 Penalty: 3140.890381
	Iteration 26Q: 3 clusters Score -1830225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1830226.875000 Penalty: 3140.890381
	Iteration 27Q: 3 clusters Score -1830227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1830228.125000 Penalty: 3140.890381
	Iteration 28Q: 3 clusters Score -1830228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1830228.125000 Penalty: 3140.890381
	Iteration 29F: 3 clusters Score -1830228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -266711.156250 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -266711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -264405.468750 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -264405.5 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -264901.125000 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -264901.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -265011.250000 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -265011.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -265068.687500 Penalty: 2522.013184
	Iteration 3Q: 3 clusters Score -265068.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -265104.437500 Penalty: 2522.013184
	Iteration 4Q: 3 clusters Score -265104.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -265130.031250 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -265130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -265156.750000 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -265156.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -265174.343750 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -265174.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -265197.687500 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -265197.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -265215.500000 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -265215.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -265225.750000 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -265225.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -265235.218750 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -265235.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -265246.875000 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -265246.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -265256.437500 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -265256.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -265269.218750 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -265269.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -265281.375000 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -265281.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -265302.656250 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -265302.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -265331.000000 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -265331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -265372.906250 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -265372.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -265427.906250 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -265427.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -265500.562500 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -265500.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -265580.375000 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -265580.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -265679.125000 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -265679.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -265792.218750 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -265792.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -265944.718750 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -265944.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -266118.843750 Penalty: 2522.013184
	Iteration 25F: 3 clusters Score -266118.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -266244.781250 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -266244.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -266349.625000 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -266349.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -266421.625000 Penalty: 2522.013184
	Iteration 28Q: 3 clusters Score -266421.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -266475.187500 Penalty: 2522.013184
	Iteration 29Q: 3 clusters Score -266475.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -266505.968750 Penalty: 2522.013184
	Iteration 30Q: 3 clusters Score -266506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -266517.968750 Penalty: 2522.013184
	Iteration 31Q: 3 clusters Score -266518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -266525.468750 Penalty: 2522.013184
	Iteration 32Q: 3 clusters Score -266525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -266528.031250 Penalty: 2522.013184
	Iteration 33Q: 3 clusters Score -266528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -266529.156250 Penalty: 2522.013184
	Iteration 34Q: 3 clusters Score -266529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -266531.250000 Penalty: 2522.013184
	Iteration 35Q: 3 clusters Score -266531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -266532.218750 Penalty: 2522.013184
	Iteration 36Q: 3 clusters Score -266532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -266532.375000 Penalty: 2522.013184
	Iteration 37Q: 3 clusters Score -266532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -266532.593750 Penalty: 2522.013184
	Iteration 38Q: 3 clusters Score -266532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -266533.625000 Penalty: 2522.013184
	Iteration 39Q: 3 clusters Score -266533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -266533.625000 Penalty: 2522.013184
	Iteration 40F: 3 clusters Score -266533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -18273.091797 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18273.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17545.351562 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17545.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17645.787109 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -17645.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17684.574219 Penalty: 1731.559692
	Iteration 2F: 3 clusters Score -17684.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17685.998047 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -17686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17689.375000 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -17689.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17692.029297 Penalty: 1731.559692
	Iteration 5Q: 3 clusters Score -17692.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17692.500000 Penalty: 1731.559692
	Iteration 6Q: 3 clusters Score -17692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17695.968750 Penalty: 1731.559692
	Iteration 7Q: 3 clusters Score -17695.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17700.832031 Penalty: 1731.559692
	Iteration 8Q: 3 clusters Score -17700.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17716.363281 Penalty: 1731.559692
	Iteration 9Q: 3 clusters Score -17716.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17721.171875 Penalty: 1731.559692
	Iteration 10Q: 3 clusters Score -17721.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17728.251953 Penalty: 1731.559692
	Iteration 11Q: 3 clusters Score -17728.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17731.496094 Penalty: 1731.559692
	Iteration 12Q: 3 clusters Score -17731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17731.496094 Penalty: 1731.559692
	Iteration 13F: 3 clusters Score -17731.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Entering Unmasked Estep 
Score: -3865090.500000 Penalty: 1692.480225
	Iteration 0F: 2 clusters Score -3865090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3842620.500000 Penalty: 3384.960449
	Iteration 0F: 3 clusters Score -3842620 nChanged 15431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3851048.500000 Penalty: 3384.960449
	Iteration 1F: 3 clusters Score -3851048 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3851553.000000 Penalty: 3384.960449
	Iteration 2Q: 3 clusters Score -3851553 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3852014.250000 Penalty: 3384.960449
	Iteration 3Q: 3 clusters Score -3852014 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3852512.750000 Penalty: 3384.960449
	Iteration 4Q: 3 clusters Score -3852513 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3853040.000000 Penalty: 3384.960449
	Iteration 5Q: 3 clusters Score -3853040 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3853629.750000 Penalty: 3384.960449
	Iteration 6Q: 3 clusters Score -3853630 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3854360.750000 Penalty: 3384.960449
	Iteration 7Q: 3 clusters Score -3854361 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3855312.000000 Penalty: 3384.960449
	Iteration 8Q: 3 clusters Score -3855312 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3856486.000000 Penalty: 3384.960449
	Iteration 9F: 3 clusters Score -3856486 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3857692.500000 Penalty: 3384.960449
	Iteration 10F: 3 clusters Score -3857692 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3858562.250000 Penalty: 3384.960449
	Iteration 11Q: 3 clusters Score -3858562 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3859017.250000 Penalty: 3384.960449
	Iteration 12Q: 3 clusters Score -3859017 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3859190.500000 Penalty: 3384.960449
	Iteration 13Q: 3 clusters Score -3859190 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3859280.250000 Penalty: 3384.960449
	Iteration 14Q: 3 clusters Score -3859280 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3859347.500000 Penalty: 3384.960449
	Iteration 15Q: 3 clusters Score -3859348 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3859398.250000 Penalty: 3384.960449
	Iteration 16Q: 3 clusters Score -3859398 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3859452.250000 Penalty: 3384.960449
	Iteration 17Q: 3 clusters Score -3859452 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3859501.500000 Penalty: 3384.960449
	Iteration 18Q: 3 clusters Score -3859502 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3859567.500000 Penalty: 3384.960449
	Iteration 19Q: 3 clusters Score -3859568 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3859618.250000 Penalty: 3384.960449
	Iteration 20F: 3 clusters Score -3859618 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3859657.250000 Penalty: 3384.960449
	Iteration 21Q: 3 clusters Score -3859657 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3859705.750000 Penalty: 3384.960449
	Iteration 22Q: 3 clusters Score -3859706 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3859771.500000 Penalty: 3384.960449
	Iteration 23Q: 3 clusters Score -3859772 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3859829.000000 Penalty: 3384.960449
	Iteration 24Q: 3 clusters Score -3859829 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3859885.000000 Penalty: 3384.960449
	Iteration 25Q: 3 clusters Score -3859885 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3859912.750000 Penalty: 3384.960449
	Iteration 26Q: 3 clusters Score -3859913 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3859941.250000 Penalty: 3384.960449
	Iteration 27Q: 3 clusters Score -3859941 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3859980.500000 Penalty: 3384.960449
	Iteration 28Q: 3 clusters Score -3859980 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3860023.250000 Penalty: 3384.960449
	Iteration 29Q: 3 clusters Score -3860023 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3860045.250000 Penalty: 3384.960449
	Iteration 30Q: 3 clusters Score -3860045 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3860076.250000 Penalty: 3384.960449
	Iteration 31Q: 3 clusters Score -3860076 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3860110.500000 Penalty: 3384.960449
	Iteration 32Q: 3 clusters Score -3860110 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3860112.500000 Penalty: 3384.960449
	Iteration 33Q: 3 clusters Score -3860112 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3860140.750000 Penalty: 3384.960449
	Iteration 34Q: 3 clusters Score -3860141 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3860160.000000 Penalty: 3384.960449
	Iteration 35Q: 3 clusters Score -3860160 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3860185.750000 Penalty: 3384.960449
	Iteration 36Q: 3 clusters Score -3860186 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3860205.250000 Penalty: 3384.960449
	Iteration 37Q: 3 clusters Score -3860205 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3860223.000000 Penalty: 3384.960449
	Iteration 38Q: 3 clusters Score -3860223 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3860258.000000 Penalty: 3384.960449
	Iteration 39Q: 3 clusters Score -3860258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3860293.500000 Penalty: 3384.960449
	Iteration 40F: 3 clusters Score -3860294 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3860300.500000 Penalty: 3384.960449
	Iteration 41Q: 3 clusters Score -3860300 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3860314.500000 Penalty: 3384.960449
	Iteration 42Q: 3 clusters Score -3860314 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3860348.000000 Penalty: 3384.960449
	Iteration 43Q: 3 clusters Score -3860348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3860363.750000 Penalty: 3384.960449
	Iteration 44Q: 3 clusters Score -3860364 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3860369.750000 Penalty: 3384.960449
	Iteration 45Q: 3 clusters Score -3860370 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3860374.500000 Penalty: 3384.960449
	Iteration 46Q: 3 clusters Score -3860374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3860393.500000 Penalty: 3384.960449
	Iteration 47Q: 3 clusters Score -3860394 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3860399.000000 Penalty: 3384.960449
	Iteration 48Q: 3 clusters Score -3860399 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3860399.500000 Penalty: 3384.960449
	Iteration 49Q: 3 clusters Score -3860400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3860391.250000 Penalty: 3384.960449
	Iteration 50Q: 3 clusters Score -3860391 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3860404.750000 Penalty: 3384.960449
	Iteration 51Q: 3 clusters Score -3860405 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3860407.750000 Penalty: 3384.960449
	Iteration 52Q: 3 clusters Score -3860408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3860423.500000 Penalty: 3384.960449
	Iteration 53Q: 3 clusters Score -3860424 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3860434.750000 Penalty: 3384.960449
	Iteration 54Q: 3 clusters Score -3860435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3860434.750000 Penalty: 3384.960449
	Iteration 55Q: 3 clusters Score -3860435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3860432.000000 Penalty: 3384.960449
	Iteration 56Q: 3 clusters Score -3860432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3860441.250000 Penalty: 3384.960449
	Iteration 57Q: 3 clusters Score -3860441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3860444.000000 Penalty: 3384.960449
	Iteration 58Q: 3 clusters Score -3860444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3860440.250000 Penalty: 3384.960449
	Iteration 59Q: 3 clusters Score -3860440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -3860445.750000 Penalty: 3384.960449
	Iteration 60F: 3 clusters Score -3860446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3860450.750000 Penalty: 3384.960449
	Iteration 61Q: 3 clusters Score -3860451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3860455.500000 Penalty: 3384.960449
	Iteration 62Q: 3 clusters Score -3860456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3860461.000000 Penalty: 3384.960449
	Iteration 63Q: 3 clusters Score -3860461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3860460.250000 Penalty: 3384.960449
	Iteration 64Q: 3 clusters Score -3860460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3860464.750000 Penalty: 3384.960449
	Iteration 65Q: 3 clusters Score -3860465 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3860484.000000 Penalty: 3384.960449
	Iteration 66Q: 3 clusters Score -3860484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3860496.000000 Penalty: 3384.960449
	Iteration 67Q: 3 clusters Score -3860496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3860513.500000 Penalty: 3384.960449
	Iteration 68Q: 3 clusters Score -3860514 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3860517.500000 Penalty: 3384.960449
	Iteration 69Q: 3 clusters Score -3860518 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3860525.750000 Penalty: 3384.960449
	Iteration 70Q: 3 clusters Score -3860526 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3860536.000000 Penalty: 3384.960449
	Iteration 71Q: 3 clusters Score -3860536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3860543.500000 Penalty: 3384.960449
	Iteration 72Q: 3 clusters Score -3860544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3860545.250000 Penalty: 3384.960449
	Iteration 73Q: 3 clusters Score -3860545 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3860558.500000 Penalty: 3384.960449
	Iteration 74Q: 3 clusters Score -3860558 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -3860564.000000 Penalty: 3384.960449
	Iteration 75Q: 3 clusters Score -3860564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3860563.500000 Penalty: 3384.960449
	Iteration 76Q: 3 clusters Score -3860564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3860568.250000 Penalty: 3384.960449
	Iteration 77Q: 3 clusters Score -3860568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3860574.000000 Penalty: 3384.960449
	Iteration 78Q: 3 clusters Score -3860574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3860571.250000 Penalty: 3384.960449
	Iteration 79Q: 3 clusters Score -3860571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3860579.250000 Penalty: 3384.960449
	Iteration 80F: 3 clusters Score -3860579 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3860583.250000 Penalty: 3384.960449
	Iteration 81Q: 3 clusters Score -3860583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3860600.500000 Penalty: 3384.960449
	Iteration 82Q: 3 clusters Score -3860600 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3860602.500000 Penalty: 3384.960449
	Iteration 83Q: 3 clusters Score -3860602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3860616.000000 Penalty: 3384.960449
	Iteration 84Q: 3 clusters Score -3860616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3860622.000000 Penalty: 3384.960449
	Iteration 85Q: 3 clusters Score -3860622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -3860619.750000 Penalty: 3384.960449
	Iteration 86Q: 3 clusters Score -3860620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3860630.750000 Penalty: 3384.960449
	Iteration 87Q: 3 clusters Score -3860631 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3860634.750000 Penalty: 3384.960449
	Iteration 88Q: 3 clusters Score -3860635 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3860657.500000 Penalty: 3384.960449
	Iteration 89Q: 3 clusters Score -3860658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3860661.000000 Penalty: 3384.960449
	Iteration 90Q: 3 clusters Score -3860661 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3860672.000000 Penalty: 3384.960449
	Iteration 91Q: 3 clusters Score -3860672 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3860689.250000 Penalty: 3384.960449
	Iteration 92Q: 3 clusters Score -3860689 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3860707.000000 Penalty: 3384.960449
	Iteration 93Q: 3 clusters Score -3860707 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3860718.250000 Penalty: 3384.960449
	Iteration 94Q: 3 clusters Score -3860718 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3860739.250000 Penalty: 3384.960449
	Iteration 95Q: 3 clusters Score -3860739 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3860740.750000 Penalty: 3384.960449
	Iteration 96Q: 3 clusters Score -3860741 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3860741.750000 Penalty: 3384.960449
	Iteration 97Q: 3 clusters Score -3860742 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3860761.500000 Penalty: 3384.960449
	Iteration 98Q: 3 clusters Score -3860762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3860785.000000 Penalty: 3384.960449
	Iteration 99Q: 3 clusters Score -3860785 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3860787.750000 Penalty: 3384.960449
	Iteration 100F: 3 clusters Score -3860788 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3860797.750000 Penalty: 3384.960449
	Iteration 101Q: 3 clusters Score -3860798 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3860803.500000 Penalty: 3384.960449
	Iteration 102Q: 3 clusters Score -3860804 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -3860829.250000 Penalty: 3384.960449
	Iteration 103Q: 3 clusters Score -3860829 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3860841.250000 Penalty: 3384.960449
	Iteration 104Q: 3 clusters Score -3860841 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3860845.250000 Penalty: 3384.960449
	Iteration 105Q: 3 clusters Score -3860845 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3860849.000000 Penalty: 3384.960449
	Iteration 106Q: 3 clusters Score -3860849 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3860851.000000 Penalty: 3384.960449
	Iteration 107Q: 3 clusters Score -3860851 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3860860.500000 Penalty: 3384.960449
	Iteration 108Q: 3 clusters Score -3860860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -3860878.000000 Penalty: 3384.960449
	Iteration 109Q: 3 clusters Score -3860878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3860886.000000 Penalty: 3384.960449
	Iteration 110Q: 3 clusters Score -3860886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3860894.750000 Penalty: 3384.960449
	Iteration 111Q: 3 clusters Score -3860895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3860907.750000 Penalty: 3384.960449
	Iteration 112Q: 3 clusters Score -3860908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -3860909.000000 Penalty: 3384.960449
	Iteration 113Q: 3 clusters Score -3860909 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3860911.000000 Penalty: 3384.960449
	Iteration 114Q: 3 clusters Score -3860911 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -3860916.500000 Penalty: 3384.960449
	Iteration 115Q: 3 clusters Score -3860916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3860948.500000 Penalty: 3384.960449
	Iteration 116Q: 3 clusters Score -3860948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3860976.750000 Penalty: 3384.960449
	Iteration 117Q: 3 clusters Score -3860977 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3860999.250000 Penalty: 3384.960449
	Iteration 118Q: 3 clusters Score -3860999 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3861008.000000 Penalty: 3384.960449
	Iteration 119Q: 3 clusters Score -3861008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3861024.250000 Penalty: 3384.960449
	Iteration 120F: 3 clusters Score -3861024 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3861045.750000 Penalty: 3384.960449
	Iteration 121Q: 3 clusters Score -3861046 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3861069.500000 Penalty: 3384.960449
	Iteration 122Q: 3 clusters Score -3861070 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3861107.250000 Penalty: 3384.960449
	Iteration 123Q: 3 clusters Score -3861107 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3861136.250000 Penalty: 3384.960449
	Iteration 124Q: 3 clusters Score -3861136 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3861167.500000 Penalty: 3384.960449
	Iteration 125Q: 3 clusters Score -3861168 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3861216.750000 Penalty: 3384.960449
	Iteration 126Q: 3 clusters Score -3861217 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3861231.000000 Penalty: 3384.960449
	Iteration 127Q: 3 clusters Score -3861231 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3861275.000000 Penalty: 3384.960449
	Iteration 128Q: 3 clusters Score -3861275 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3861317.000000 Penalty: 3384.960449
	Iteration 129Q: 3 clusters Score -3861317 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3861364.750000 Penalty: 3384.960449
	Iteration 130Q: 3 clusters Score -3861365 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3861400.250000 Penalty: 3384.960449
	Iteration 131Q: 3 clusters Score -3861400 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3861436.500000 Penalty: 3384.960449
	Iteration 132Q: 3 clusters Score -3861436 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3861487.250000 Penalty: 3384.960449
	Iteration 133Q: 3 clusters Score -3861487 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3861529.250000 Penalty: 3384.960449
	Iteration 134Q: 3 clusters Score -3861529 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3861588.000000 Penalty: 3384.960449
	Iteration 135Q: 3 clusters Score -3861588 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3861638.250000 Penalty: 3384.960449
	Iteration 136Q: 3 clusters Score -3861638 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3861699.750000 Penalty: 3384.960449
	Iteration 137Q: 3 clusters Score -3861700 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3861770.250000 Penalty: 3384.960449
	Iteration 138Q: 3 clusters Score -3861770 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3861842.250000 Penalty: 3384.960449
	Iteration 139Q: 3 clusters Score -3861842 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3861907.750000 Penalty: 3384.960449
	Iteration 140F: 3 clusters Score -3861908 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3862010.500000 Penalty: 3384.960449
	Iteration 141Q: 3 clusters Score -3862010 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3862089.250000 Penalty: 3384.960449
	Iteration 142Q: 3 clusters Score -3862089 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3862177.500000 Penalty: 3384.960449
	Iteration 143Q: 3 clusters Score -3862178 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3862261.000000 Penalty: 3384.960449
	Iteration 144Q: 3 clusters Score -3862261 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3862318.250000 Penalty: 3384.960449
	Iteration 145Q: 3 clusters Score -3862318 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3862408.500000 Penalty: 3384.960449
	Iteration 146Q: 3 clusters Score -3862408 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3862526.250000 Penalty: 3384.960449
	Iteration 147Q: 3 clusters Score -3862526 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3862630.750000 Penalty: 3384.960449
	Iteration 148Q: 3 clusters Score -3862631 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3862725.750000 Penalty: 3384.960449
	Iteration 149Q: 3 clusters Score -3862726 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -3862815.000000 Penalty: 3384.960449
	Iteration 150Q: 3 clusters Score -3862815 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -3862903.000000 Penalty: 3384.960449
	Iteration 151Q: 3 clusters Score -3862903 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -3862982.750000 Penalty: 3384.960449
	Iteration 152Q: 3 clusters Score -3862983 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3863052.750000 Penalty: 3384.960449
	Iteration 153Q: 3 clusters Score -3863053 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3863128.250000 Penalty: 3384.960449
	Iteration 154Q: 3 clusters Score -3863128 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -3863203.750000 Penalty: 3384.960449
	Iteration 155Q: 3 clusters Score -3863204 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -3863274.750000 Penalty: 3384.960449
	Iteration 156Q: 3 clusters Score -3863275 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -3863316.250000 Penalty: 3384.960449
	Iteration 157Q: 3 clusters Score -3863316 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -3863363.250000 Penalty: 3384.960449
	Iteration 158Q: 3 clusters Score -3863363 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -3863407.500000 Penalty: 3384.960449
	Iteration 159Q: 3 clusters Score -3863408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -3863467.500000 Penalty: 3384.960449
	Iteration 160F: 3 clusters Score -3863468 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3863527.250000 Penalty: 3384.960449
	Iteration 161Q: 3 clusters Score -3863527 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3863578.750000 Penalty: 3384.960449
	Iteration 162Q: 3 clusters Score -3863579 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -3863639.000000 Penalty: 3384.960449
	Iteration 163Q: 3 clusters Score -3863639 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -3863685.500000 Penalty: 3384.960449
	Iteration 164Q: 3 clusters Score -3863686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -3863722.750000 Penalty: 3384.960449
	Iteration 165Q: 3 clusters Score -3863723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -3863740.250000 Penalty: 3384.960449
	Iteration 166Q: 3 clusters Score -3863740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -3863762.250000 Penalty: 3384.960449
	Iteration 167Q: 3 clusters Score -3863762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -3863781.500000 Penalty: 3384.960449
	Iteration 168Q: 3 clusters Score -3863782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -3863807.250000 Penalty: 3384.960449
	Iteration 169Q: 3 clusters Score -3863807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -3863824.750000 Penalty: 3384.960449
	Iteration 170Q: 3 clusters Score -3863825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -3863843.500000 Penalty: 3384.960449
	Iteration 171Q: 3 clusters Score -3863844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -3863864.750000 Penalty: 3384.960449
	Iteration 172Q: 3 clusters Score -3863865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -3863881.000000 Penalty: 3384.960449
	Iteration 173Q: 3 clusters Score -3863881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -3863888.750000 Penalty: 3384.960449
	Iteration 174Q: 3 clusters Score -3863889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -3863886.250000 Penalty: 3384.960449
	Iteration 175Q: 3 clusters Score -3863886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -3863894.250000 Penalty: 3384.960449
	Iteration 176Q: 3 clusters Score -3863894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -3863898.500000 Penalty: 3384.960449
	Iteration 177Q: 3 clusters Score -3863898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3863900.750000 Penalty: 3384.960449
	Iteration 178Q: 3 clusters Score -3863901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -3863909.750000 Penalty: 3384.960449
	Iteration 179Q: 3 clusters Score -3863910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -3863924.750000 Penalty: 3384.960449
	Iteration 180F: 3 clusters Score -3863925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -3863927.250000 Penalty: 3384.960449
	Iteration 181Q: 3 clusters Score -3863927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -3863932.500000 Penalty: 3384.960449
	Iteration 182Q: 3 clusters Score -3863932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -3863937.750000 Penalty: 3384.960449
	Iteration 183Q: 3 clusters Score -3863938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -3863945.000000 Penalty: 3384.960449
	Iteration 184Q: 3 clusters Score -3863945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -3863954.750000 Penalty: 3384.960449
	Iteration 185Q: 3 clusters Score -3863955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -3863951.250000 Penalty: 3384.960449
	Iteration 186Q: 3 clusters Score -3863951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -3863956.250000 Penalty: 3384.960449
	Iteration 187Q: 3 clusters Score -3863956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -3863961.250000 Penalty: 3384.960449
	Iteration 188Q: 3 clusters Score -3863961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -3863966.250000 Penalty: 3384.960449
	Iteration 189Q: 3 clusters Score -3863966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -3863965.000000 Penalty: 3384.960449
	Iteration 190Q: 3 clusters Score -3863965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -3863964.250000 Penalty: 3384.960449
	Iteration 191Q: 3 clusters Score -3863964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3863965.750000 Penalty: 3384.960449
	Iteration 192Q: 3 clusters Score -3863966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -3863968.750000 Penalty: 3384.960449
	Iteration 193Q: 3 clusters Score -3863969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -3863968.250000 Penalty: 3384.960449
	Iteration 194Q: 3 clusters Score -3863968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -3863971.000000 Penalty: 3384.960449
	Iteration 195Q: 3 clusters Score -3863971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -3863973.750000 Penalty: 3384.960449
	Iteration 196Q: 3 clusters Score -3863974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -3863970.500000 Penalty: 3384.960449
	Iteration 197Q: 3 clusters Score -3863970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -3863970.250000 Penalty: 3384.960449
	Iteration 198Q: 3 clusters Score -3863970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -3863975.250000 Penalty: 3384.960449
	Iteration 199Q: 3 clusters Score -3863975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3863974.750000 Penalty: 3384.960449
	Iteration 200F: 3 clusters Score -3863975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -3863975.000000 Penalty: 3384.960449
	Iteration 201Q: 3 clusters Score -3863975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -3863979.500000 Penalty: 3384.960449
	Iteration 202Q: 3 clusters Score -3863980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -3863983.000000 Penalty: 3384.960449
	Iteration 203Q: 3 clusters Score -3863983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -3863983.750000 Penalty: 3384.960449
	Iteration 204Q: 3 clusters Score -3863984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -3863983.750000 Penalty: 3384.960449
	Iteration 205F: 3 clusters Score -3863984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -502533.468750 Penalty: 1369.963745
	Iteration 0F: 2 clusters Score -502533.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -498805.218750 Penalty: 2739.927490
	Iteration 0F: 3 clusters Score -498805.2 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -499857.125000 Penalty: 2739.927490
	Iteration 1F: 3 clusters Score -499857.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -500049.187500 Penalty: 2739.927490
	Iteration 2F: 3 clusters Score -500049.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -500191.343750 Penalty: 2739.927490
	Iteration 3F: 3 clusters Score -500191.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -500367.312500 Penalty: 2739.927490
	Iteration 4F: 3 clusters Score -500367.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -500592.093750 Penalty: 2739.927490
	Iteration 5F: 3 clusters Score -500592.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -500846.812500 Penalty: 2739.927490
	Iteration 6F: 3 clusters Score -500846.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -501100.625000 Penalty: 2739.927490
	Iteration 7F: 3 clusters Score -501100.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -501344.437500 Penalty: 2739.927490
	Iteration 8F: 3 clusters Score -501344.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -501471.906250 Penalty: 2739.927490
	Iteration 9Q: 3 clusters Score -501471.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -501544.500000 Penalty: 2739.927490
	Iteration 10Q: 3 clusters Score -501544.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -501592.562500 Penalty: 2739.927490
	Iteration 11Q: 3 clusters Score -501592.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -501629.218750 Penalty: 2739.927490
	Iteration 12Q: 3 clusters Score -501629.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -501650.968750 Penalty: 2739.927490
	Iteration 13Q: 3 clusters Score -501651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -501668.406250 Penalty: 2739.927490
	Iteration 14Q: 3 clusters Score -501668.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -501681.312500 Penalty: 2739.927490
	Iteration 15Q: 3 clusters Score -501681.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -501697.812500 Penalty: 2739.927490
	Iteration 16Q: 3 clusters Score -501697.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -501711.562500 Penalty: 2739.927490
	Iteration 17Q: 3 clusters Score -501711.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -501720.343750 Penalty: 2739.927490
	Iteration 18Q: 3 clusters Score -501720.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -501728.187500 Penalty: 2739.927490
	Iteration 19Q: 3 clusters Score -501728.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -501739.625000 Penalty: 2739.927490
	Iteration 20F: 3 clusters Score -501739.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -501743.625000 Penalty: 2739.927490
	Iteration 21Q: 3 clusters Score -501743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -501745.437500 Penalty: 2739.927490
	Iteration 22Q: 3 clusters Score -501745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -501747.750000 Penalty: 2739.927490
	Iteration 23Q: 3 clusters Score -501747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -501753.062500 Penalty: 2739.927490
	Iteration 24Q: 3 clusters Score -501753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -501758.468750 Penalty: 2739.927490
	Iteration 25Q: 3 clusters Score -501758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -501759.781250 Penalty: 2739.927490
	Iteration 26Q: 3 clusters Score -501759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -501761.218750 Penalty: 2739.927490
	Iteration 27Q: 3 clusters Score -501761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -501761.062500 Penalty: 2739.927490
	Iteration 28Q: 3 clusters Score -501761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -501761.062500 Penalty: 2739.927490
	Iteration 29F: 3 clusters Score -501761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Entering Unmasked Estep 
Score: -447306.250000 Penalty: 1340.768188
	Iteration 0F: 2 clusters Score -447306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -444032.500000 Penalty: 2681.536377
	Iteration 0F: 3 clusters Score -444032.5 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -444874.531250 Penalty: 2681.536377
	Iteration 1F: 3 clusters Score -444874.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -445044.187500 Penalty: 2681.536377
	Iteration 2F: 3 clusters Score -445044.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -445147.406250 Penalty: 2681.536377
	Iteration 3F: 3 clusters Score -445147.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -445226.031250 Penalty: 2681.536377
	Iteration 4Q: 3 clusters Score -445226 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -445300.562500 Penalty: 2681.536377
	Iteration 5Q: 3 clusters Score -445300.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -445376.000000 Penalty: 2681.536377
	Iteration 6Q: 3 clusters Score -445376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -445452.656250 Penalty: 2681.536377
	Iteration 7Q: 3 clusters Score -445452.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -445522.531250 Penalty: 2681.536377
	Iteration 8Q: 3 clusters Score -445522.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -445618.312500 Penalty: 2681.536377
	Iteration 9Q: 3 clusters Score -445618.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -445705.531250 Penalty: 2681.536377
	Iteration 10Q: 3 clusters Score -445705.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -445766.562500 Penalty: 2681.536377
	Iteration 11Q: 3 clusters Score -445766.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -445829.968750 Penalty: 2681.536377
	Iteration 12Q: 3 clusters Score -445830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -445887.375000 Penalty: 2681.536377
	Iteration 13Q: 3 clusters Score -445887.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -445932.656250 Penalty: 2681.536377
	Iteration 14Q: 3 clusters Score -445932.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -445964.875000 Penalty: 2681.536377
	Iteration 15Q: 3 clusters Score -445964.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -445993.187500 Penalty: 2681.536377
	Iteration 16Q: 3 clusters Score -445993.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -446007.781250 Penalty: 2681.536377
	Iteration 17Q: 3 clusters Score -446007.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -446017.218750 Penalty: 2681.536377
	Iteration 18Q: 3 clusters Score -446017.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -446024.531250 Penalty: 2681.536377
	Iteration 19Q: 3 clusters Score -446024.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -446030.656250 Penalty: 2681.536377
	Iteration 20F: 3 clusters Score -446030.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -446031.750000 Penalty: 2681.536377
	Iteration 21Q: 3 clusters Score -446031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -446033.156250 Penalty: 2681.536377
	Iteration 22Q: 3 clusters Score -446033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -446033.656250 Penalty: 2681.536377
	Iteration 23Q: 3 clusters Score -446033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -446034.031250 Penalty: 2681.536377
	Iteration 24Q: 3 clusters Score -446034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -446035.125000 Penalty: 2681.536377
	Iteration 25Q: 3 clusters Score -446035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -446035.125000 Penalty: 2681.536377
	Iteration 26F: 3 clusters Score -446035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -332157.218750 Penalty: 1294.908203
	Iteration 0F: 2 clusters Score -332157.2 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 1450 members 
Entering Unmasked Estep 
Score: -329491.093750 Penalty: 2589.816406
	Iteration 0F: 3 clusters Score -329491.1 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -330110.093750 Penalty: 2589.816406
	Iteration 1F: 3 clusters Score -330110.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -330240.406250 Penalty: 2589.816406
	Iteration 2F: 3 clusters Score -330240.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -330336.593750 Penalty: 2589.816406
	Iteration 3F: 3 clusters Score -330336.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -330394.000000 Penalty: 2589.816406
	Iteration 4Q: 3 clusters Score -330394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -330449.156250 Penalty: 2589.816406
	Iteration 5Q: 3 clusters Score -330449.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -330493.562500 Penalty: 2589.816406
	Iteration 6Q: 3 clusters Score -330493.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -330530.500000 Penalty: 2589.816406
	Iteration 7Q: 3 clusters Score -330530.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -330553.312500 Penalty: 2589.816406
	Iteration 8Q: 3 clusters Score -330553.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -330570.437500 Penalty: 2589.816406
	Iteration 9Q: 3 clusters Score -330570.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -330583.843750 Penalty: 2589.816406
	Iteration 10Q: 3 clusters Score -330583.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -330596.812500 Penalty: 2589.816406
	Iteration 11Q: 3 clusters Score -330596.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -330608.500000 Penalty: 2589.816406
	Iteration 12Q: 3 clusters Score -330608.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -330618.656250 Penalty: 2589.816406
	Iteration 13Q: 3 clusters Score -330618.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -330625.250000 Penalty: 2589.816406
	Iteration 14Q: 3 clusters Score -330625.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -330633.125000 Penalty: 2589.816406
	Iteration 15Q: 3 clusters Score -330633.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -330638.843750 Penalty: 2589.816406
	Iteration 16Q: 3 clusters Score -330638.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -330643.718750 Penalty: 2589.816406
	Iteration 17Q: 3 clusters Score -330643.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -330650.468750 Penalty: 2589.816406
	Iteration 18Q: 3 clusters Score -330650.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -330657.093750 Penalty: 2589.816406
	Iteration 19Q: 3 clusters Score -330657.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -330663.593750 Penalty: 2589.816406
	Iteration 20F: 3 clusters Score -330663.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -330668.593750 Penalty: 2589.816406
	Iteration 21Q: 3 clusters Score -330668.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -330676.437500 Penalty: 2589.816406
	Iteration 22Q: 3 clusters Score -330676.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -330680.812500 Penalty: 2589.816406
	Iteration 23Q: 3 clusters Score -330680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -330683.375000 Penalty: 2589.816406
	Iteration 24Q: 3 clusters Score -330683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -330685.937500 Penalty: 2589.816406
	Iteration 25Q: 3 clusters Score -330685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -330687.687500 Penalty: 2589.816406
	Iteration 26Q: 3 clusters Score -330687.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -330689.500000 Penalty: 2589.816406
	Iteration 27Q: 3 clusters Score -330689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -330690.000000 Penalty: 2589.816406
	Iteration 28Q: 3 clusters Score -330690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -330689.750000 Penalty: 2589.816406
	Iteration 29Q: 3 clusters Score -330689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -330689.750000 Penalty: 2589.816406
	Iteration 30F: 3 clusters Score -330689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14430.957031 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14430.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13898.066406 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13898.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -14090.166016 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -14090.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14193.837891 Penalty: 1718.686768
	Iteration 2F: 3 clusters Score -14193.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14246.627930 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -14246.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14292.426758 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -14292.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14347.313477 Penalty: 1718.686768
	Iteration 5Q: 3 clusters Score -14347.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14374.551758 Penalty: 1718.686768
	Iteration 6Q: 3 clusters Score -14374.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14378.214844 Penalty: 1718.686768
	Iteration 7Q: 3 clusters Score -14378.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14378.214844 Penalty: 1718.686768
	Iteration 8F: 3 clusters Score -14378.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Entering Unmasked Estep 
Score: -593380.687500 Penalty: 1385.499756
	Iteration 0F: 2 clusters Score -593380.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -589337.812500 Penalty: 2770.999512
	Iteration 0F: 3 clusters Score -589337.8 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -590424.125000 Penalty: 2770.999512
	Iteration 1F: 3 clusters Score -590424.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -590578.187500 Penalty: 2770.999512
	Iteration 2F: 3 clusters Score -590578.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -590679.437500 Penalty: 2770.999512
	Iteration 3Q: 3 clusters Score -590679.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -590747.437500 Penalty: 2770.999512
	Iteration 4Q: 3 clusters Score -590747.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -590801.000000 Penalty: 2770.999512
	Iteration 5Q: 3 clusters Score -590801 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -590831.750000 Penalty: 2770.999512
	Iteration 6Q: 3 clusters Score -590831.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -590865.062500 Penalty: 2770.999512
	Iteration 7Q: 3 clusters Score -590865.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -590890.250000 Penalty: 2770.999512
	Iteration 8Q: 3 clusters Score -590890.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -590918.187500 Penalty: 2770.999512
	Iteration 9Q: 3 clusters Score -590918.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -590943.187500 Penalty: 2770.999512
	Iteration 10Q: 3 clusters Score -590943.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -590971.687500 Penalty: 2770.999512
	Iteration 11Q: 3 clusters Score -590971.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -591006.687500 Penalty: 2770.999512
	Iteration 12Q: 3 clusters Score -591006.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -591045.812500 Penalty: 2770.999512
	Iteration 13Q: 3 clusters Score -591045.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -591091.250000 Penalty: 2770.999512
	Iteration 14Q: 3 clusters Score -591091.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -591128.875000 Penalty: 2770.999512
	Iteration 15Q: 3 clusters Score -591128.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -591174.250000 Penalty: 2770.999512
	Iteration 16Q: 3 clusters Score -591174.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -591225.625000 Penalty: 2770.999512
	Iteration 17Q: 3 clusters Score -591225.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -591292.562500 Penalty: 2770.999512
	Iteration 18Q: 3 clusters Score -591292.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -591369.437500 Penalty: 2770.999512
	Iteration 19Q: 3 clusters Score -591369.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -591438.812500 Penalty: 2770.999512
	Iteration 20F: 3 clusters Score -591438.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -591506.812500 Penalty: 2770.999512
	Iteration 21Q: 3 clusters Score -591506.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -591586.562500 Penalty: 2770.999512
	Iteration 22Q: 3 clusters Score -591586.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -591672.437500 Penalty: 2770.999512
	Iteration 23Q: 3 clusters Score -591672.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -591756.750000 Penalty: 2770.999512
	Iteration 24Q: 3 clusters Score -591756.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -591825.250000 Penalty: 2770.999512
	Iteration 25Q: 3 clusters Score -591825.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -591879.812500 Penalty: 2770.999512
	Iteration 26Q: 3 clusters Score -591879.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -591929.750000 Penalty: 2770.999512
	Iteration 27Q: 3 clusters Score -591929.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -591965.312500 Penalty: 2770.999512
	Iteration 28Q: 3 clusters Score -591965.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -591996.625000 Penalty: 2770.999512
	Iteration 29Q: 3 clusters Score -591996.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -592019.062500 Penalty: 2770.999512
	Iteration 30Q: 3 clusters Score -592019.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -592035.687500 Penalty: 2770.999512
	Iteration 31Q: 3 clusters Score -592035.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -592049.875000 Penalty: 2770.999512
	Iteration 32Q: 3 clusters Score -592049.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -592063.312500 Penalty: 2770.999512
	Iteration 33Q: 3 clusters Score -592063.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -592078.937500 Penalty: 2770.999512
	Iteration 34Q: 3 clusters Score -592078.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -592095.000000 Penalty: 2770.999512
	Iteration 35Q: 3 clusters Score -592095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -592110.062500 Penalty: 2770.999512
	Iteration 36Q: 3 clusters Score -592110.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -592122.312500 Penalty: 2770.999512
	Iteration 37Q: 3 clusters Score -592122.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -592138.375000 Penalty: 2770.999512
	Iteration 38Q: 3 clusters Score -592138.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -592147.750000 Penalty: 2770.999512
	Iteration 39Q: 3 clusters Score -592147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -592158.375000 Penalty: 2770.999512
	Iteration 40F: 3 clusters Score -592158.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -592163.875000 Penalty: 2770.999512
	Iteration 41Q: 3 clusters Score -592163.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -592172.125000 Penalty: 2770.999512
	Iteration 42Q: 3 clusters Score -592172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -592177.562500 Penalty: 2770.999512
	Iteration 43Q: 3 clusters Score -592177.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -592186.187500 Penalty: 2770.999512
	Iteration 44Q: 3 clusters Score -592186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -592191.375000 Penalty: 2770.999512
	Iteration 45Q: 3 clusters Score -592191.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -592194.000000 Penalty: 2770.999512
	Iteration 46Q: 3 clusters Score -592194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -592198.000000 Penalty: 2770.999512
	Iteration 47Q: 3 clusters Score -592198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -592198.812500 Penalty: 2770.999512
	Iteration 48Q: 3 clusters Score -592198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -592202.812500 Penalty: 2770.999512
	Iteration 49Q: 3 clusters Score -592202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -592204.187500 Penalty: 2770.999512
	Iteration 50Q: 3 clusters Score -592204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -592205.375000 Penalty: 2770.999512
	Iteration 51Q: 3 clusters Score -592205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -592207.062500 Penalty: 2770.999512
	Iteration 52Q: 3 clusters Score -592207.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -592208.500000 Penalty: 2770.999512
	Iteration 53Q: 3 clusters Score -592208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -592209.687500 Penalty: 2770.999512
	Iteration 54Q: 3 clusters Score -592209.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -592210.625000 Penalty: 2770.999512
	Iteration 55Q: 3 clusters Score -592210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -592213.687500 Penalty: 2770.999512
	Iteration 56Q: 3 clusters Score -592213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -592213.062500 Penalty: 2770.999512
	Iteration 57Q: 3 clusters Score -592213.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -592213.062500 Penalty: 2770.999512
	Iteration 58F: 3 clusters Score -592213.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Entering Unmasked Estep 
Score: -11494227.000000 Penalty: 1867.945068
	Iteration 0F: 2 clusters Score -1.149423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -11431449.000000 Penalty: 3735.890137
	Iteration 0F: 3 clusters Score -1.143145e+07 nChanged 46657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -11458710.000000 Penalty: 3735.890137
	Iteration 1F: 3 clusters Score -1.145871e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -11459540.000000 Penalty: 3735.890137
	Iteration 2Q: 3 clusters Score -1.145954e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -11460889.000000 Penalty: 3735.890137
	Iteration 3Q: 3 clusters Score -1.146089e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -11463069.000000 Penalty: 3735.890137
	Iteration 4Q: 3 clusters Score -1.146307e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -11466848.000000 Penalty: 3735.890137
	Iteration 5F: 3 clusters Score -1.146685e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -11472671.000000 Penalty: 3735.890137
	Iteration 6F: 3 clusters Score -1.147267e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -11479612.000000 Penalty: 3735.890137
	Iteration 7F: 3 clusters Score -1.147961e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88480 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -11485396.000000 Penalty: 3735.890137
	Iteration 8F: 3 clusters Score -1.14854e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -11489010.000000 Penalty: 3735.890137
	Iteration 9Q: 3 clusters Score -1.148901e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -11490795.000000 Penalty: 3735.890137
	Iteration 10Q: 3 clusters Score -1.14908e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -11491641.000000 Penalty: 3735.890137
	Iteration 11Q: 3 clusters Score -1.149164e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97400 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11492110.000000 Penalty: 3735.890137
	Iteration 12Q: 3 clusters Score -1.149211e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11492324.000000 Penalty: 3735.890137
	Iteration 13Q: 3 clusters Score -1.149232e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11492408.000000 Penalty: 3735.890137
	Iteration 14Q: 3 clusters Score -1.149241e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11492425.000000 Penalty: 3735.890137
	Iteration 15Q: 3 clusters Score -1.149242e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -11492458.000000 Penalty: 3735.890137
	Iteration 16Q: 3 clusters Score -1.149246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11492489.000000 Penalty: 3735.890137
	Iteration 17Q: 3 clusters Score -1.149249e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97872 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -11492506.000000 Penalty: 3735.890137
	Iteration 18Q: 3 clusters Score -1.149251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97884 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -11492513.000000 Penalty: 3735.890137
	Iteration 19Q: 3 clusters Score -1.149251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11492537.000000 Penalty: 3735.890137
	Iteration 20F: 3 clusters Score -1.149254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -11492544.000000 Penalty: 3735.890137
	Iteration 21Q: 3 clusters Score -1.149254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11492542.000000 Penalty: 3735.890137
	Iteration 22Q: 3 clusters Score -1.149254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11492542.000000 Penalty: 3735.890137
	Iteration 23F: 3 clusters Score -1.149254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128582 members 
Entering Unmasked Estep 
Score: -14779960.000000 Penalty: 1911.702393
	Iteration 0F: 2 clusters Score -1.477996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -14698420.000000 Penalty: 3823.404785
	Iteration 0F: 3 clusters Score -1.469842e+07 nChanged 61857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -14735269.000000 Penalty: 3823.404785
	Iteration 1F: 3 clusters Score -1.473527e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -14736466.000000 Penalty: 3823.404785
	Iteration 2Q: 3 clusters Score -1.473647e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -14738105.000000 Penalty: 3823.404785
	Iteration 3Q: 3 clusters Score -1.47381e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -14740590.000000 Penalty: 3823.404785
	Iteration 4Q: 3 clusters Score -1.474059e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -14744664.000000 Penalty: 3823.404785
	Iteration 5F: 3 clusters Score -1.474466e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -14750832.000000 Penalty: 3823.404785
	Iteration 6F: 3 clusters Score -1.475083e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 98190 members 
Entering Unmasked Estep 
Score: -14758454.000000 Penalty: 3823.404785
	Iteration 7F: 3 clusters Score -1.475845e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 105752 members 
Entering Unmasked Estep 
Score: -14765387.000000 Penalty: 3823.404785
	Iteration 8F: 3 clusters Score -1.476539e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -14769675.000000 Penalty: 3823.404785
	Iteration 9Q: 3 clusters Score -1.476968e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 114936 members 
Entering Unmasked Estep 
Score: -14772391.000000 Penalty: 3823.404785
	Iteration 10Q: 3 clusters Score -1.477239e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 117745 members 
Entering Unmasked Estep 
Score: -14773961.000000 Penalty: 3823.404785
	Iteration 11Q: 3 clusters Score -1.477396e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -14775182.000000 Penalty: 3823.404785
	Iteration 12Q: 3 clusters Score -1.477518e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 121716 members 
Entering Unmasked Estep 
Score: -14775998.000000 Penalty: 3823.404785
	Iteration 13Q: 3 clusters Score -1.4776e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 123052 members 
Entering Unmasked Estep 
Score: -14776565.000000 Penalty: 3823.404785
	Iteration 14Q: 3 clusters Score -1.477656e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 124054 members 
Entering Unmasked Estep 
Score: -14776975.000000 Penalty: 3823.404785
	Iteration 15Q: 3 clusters Score -1.477698e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 124825 members 
Entering Unmasked Estep 
Score: -14777355.000000 Penalty: 3823.404785
	Iteration 16Q: 3 clusters Score -1.477736e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 125416 members 
Entering Unmasked Estep 
Score: -14777566.000000 Penalty: 3823.404785
	Iteration 17Q: 3 clusters Score -1.477757e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 125858 members 
Entering Unmasked Estep 
Score: -14777755.000000 Penalty: 3823.404785
	Iteration 18Q: 3 clusters Score -1.477776e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 126168 members 
Entering Unmasked Estep 
Score: -14777900.000000 Penalty: 3823.404785
	Iteration 19Q: 3 clusters Score -1.47779e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 126431 members 
Entering Unmasked Estep 
Score: -14778045.000000 Penalty: 3823.404785
	Iteration 20F: 3 clusters Score -1.477804e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 126643 members 
Entering Unmasked Estep 
Score: -14778077.000000 Penalty: 3823.404785
	Iteration 21Q: 3 clusters Score -1.477808e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 126800 members 
Entering Unmasked Estep 
Score: -14778112.000000 Penalty: 3823.404785
	Iteration 22Q: 3 clusters Score -1.477811e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 126930 members 
Entering Unmasked Estep 
Score: -14778136.000000 Penalty: 3823.404785
	Iteration 23Q: 3 clusters Score -1.477814e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 127024 members 
Entering Unmasked Estep 
Score: -14778205.000000 Penalty: 3823.404785
	Iteration 24Q: 3 clusters Score -1.47782e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 127096 members 
Entering Unmasked Estep 
Score: -14778227.000000 Penalty: 3823.404785
	Iteration 25Q: 3 clusters Score -1.477823e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 127155 members 
Entering Unmasked Estep 
Score: -14778252.000000 Penalty: 3823.404785
	Iteration 26Q: 3 clusters Score -1.477825e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 127202 members 
Entering Unmasked Estep 
Score: -14778236.000000 Penalty: 3823.404785
	Iteration 27Q: 3 clusters Score -1.477824e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 127243 members 
Entering Unmasked Estep 
Score: -14778269.000000 Penalty: 3823.404785
	Iteration 28Q: 3 clusters Score -1.477827e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 127271 members 
Entering Unmasked Estep 
Score: -14778270.000000 Penalty: 3823.404785
	Iteration 29Q: 3 clusters Score -1.477827e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 127304 members 
Entering Unmasked Estep 
Score: -14778282.000000 Penalty: 3823.404785
	Iteration 30Q: 3 clusters Score -1.477828e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 127335 members 
Entering Unmasked Estep 
Score: -14778295.000000 Penalty: 3823.404785
	Iteration 31Q: 3 clusters Score -1.47783e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -14778326.000000 Penalty: 3823.404785
	Iteration 32Q: 3 clusters Score -1.477833e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -14778337.000000 Penalty: 3823.404785
	Iteration 33Q: 3 clusters Score -1.477834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 127426 members 
Entering Unmasked Estep 
Score: -14778338.000000 Penalty: 3823.404785
	Iteration 34Q: 3 clusters Score -1.477834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 127440 members 
Entering Unmasked Estep 
Score: -14778344.000000 Penalty: 3823.404785
	Iteration 35Q: 3 clusters Score -1.477834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 127451 members 
Entering Unmasked Estep 
Score: -14778344.000000 Penalty: 3823.404785
	Iteration 36Q: 3 clusters Score -1.477834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -14778335.000000 Penalty: 3823.404785
	Iteration 37Q: 3 clusters Score -1.477834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 127474 members 
Entering Unmasked Estep 
Score: -14778336.000000 Penalty: 3823.404785
	Iteration 38Q: 3 clusters Score -1.477834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 127487 members 
Entering Unmasked Estep 
Score: -14778341.000000 Penalty: 3823.404785
	Iteration 39Q: 3 clusters Score -1.477834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 127495 members 
Entering Unmasked Estep 
Score: -14778342.000000 Penalty: 3823.404785
	Iteration 40F: 3 clusters Score -1.477834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 127505 members 
Entering Unmasked Estep 
Score: -14778340.000000 Penalty: 3823.404785
	Iteration 41Q: 3 clusters Score -1.477834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -14778347.000000 Penalty: 3823.404785
	Iteration 42Q: 3 clusters Score -1.477835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 127516 members 
Entering Unmasked Estep 
Score: -14778344.000000 Penalty: 3823.404785
	Iteration 43Q: 3 clusters Score -1.477834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 127523 members 
Entering Unmasked Estep 
Score: -14778348.000000 Penalty: 3823.404785
	Iteration 44Q: 3 clusters Score -1.477835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 127528 members 
Entering Unmasked Estep 
Score: -14778345.000000 Penalty: 3823.404785
	Iteration 45Q: 3 clusters Score -1.477834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 127532 members 
Entering Unmasked Estep 
Score: -14778348.000000 Penalty: 3823.404785
	Iteration 46Q: 3 clusters Score -1.477835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 127535 members 
Entering Unmasked Estep 
Score: -14778345.000000 Penalty: 3823.404785
	Iteration 47Q: 3 clusters Score -1.477834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 127539 members 
Entering Unmasked Estep 
Score: -14778341.000000 Penalty: 3823.404785
	Iteration 48Q: 3 clusters Score -1.477834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 127543 members 
Entering Unmasked Estep 
Score: -14778348.000000 Penalty: 3823.404785
	Iteration 49Q: 3 clusters Score -1.477835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 127546 members 
Entering Unmasked Estep 
Score: -14778346.000000 Penalty: 3823.404785
	Iteration 50Q: 3 clusters Score -1.477835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 127549 members 
Entering Unmasked Estep 
Score: -14778346.000000 Penalty: 3823.404785
	Iteration 51Q: 3 clusters Score -1.477835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 127550 members 
Entering Unmasked Estep 
Score: -14778339.000000 Penalty: 3823.404785
	Iteration 52Q: 3 clusters Score -1.477834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 127551 members 
Entering Unmasked Estep 
Score: -14778354.000000 Penalty: 3823.404785
	Iteration 53Q: 3 clusters Score -1.477835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 127553 members 
Entering Unmasked Estep 
Score: -14778348.000000 Penalty: 3823.404785
	Iteration 54Q: 3 clusters Score -1.477835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 127552 members 
Entering Unmasked Estep 
Score: -14778350.000000 Penalty: 3823.404785
	Iteration 55Q: 3 clusters Score -1.477835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 127552 members 
Entering Unmasked Estep 
Score: -14778350.000000 Penalty: 3823.404785
	Iteration 56F: 3 clusters Score -1.477835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -326645.906250 Penalty: 1291.152710
	Iteration 0F: 2 clusters Score -326645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -324045.687500 Penalty: 2582.305420
	Iteration 0F: 3 clusters Score -324045.7 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -324612.968750 Penalty: 2582.305420
	Iteration 1F: 3 clusters Score -324613 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -324735.437500 Penalty: 2582.305420
	Iteration 2F: 3 clusters Score -324735.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -324827.625000 Penalty: 2582.305420
	Iteration 3F: 3 clusters Score -324827.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -324891.843750 Penalty: 2582.305420
	Iteration 4Q: 3 clusters Score -324891.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -324940.843750 Penalty: 2582.305420
	Iteration 5Q: 3 clusters Score -324940.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -324982.375000 Penalty: 2582.305420
	Iteration 6Q: 3 clusters Score -324982.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -325019.875000 Penalty: 2582.305420
	Iteration 7Q: 3 clusters Score -325019.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -325057.937500 Penalty: 2582.305420
	Iteration 8Q: 3 clusters Score -325057.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -325102.093750 Penalty: 2582.305420
	Iteration 9Q: 3 clusters Score -325102.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -325136.437500 Penalty: 2582.305420
	Iteration 10Q: 3 clusters Score -325136.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -325162.500000 Penalty: 2582.305420
	Iteration 11Q: 3 clusters Score -325162.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -325176.656250 Penalty: 2582.305420
	Iteration 12Q: 3 clusters Score -325176.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -325186.218750 Penalty: 2582.305420
	Iteration 13Q: 3 clusters Score -325186.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -325198.125000 Penalty: 2582.305420
	Iteration 14Q: 3 clusters Score -325198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -325206.406250 Penalty: 2582.305420
	Iteration 15Q: 3 clusters Score -325206.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -325215.812500 Penalty: 2582.305420
	Iteration 16Q: 3 clusters Score -325215.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -325224.562500 Penalty: 2582.305420
	Iteration 17Q: 3 clusters Score -325224.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -325234.562500 Penalty: 2582.305420
	Iteration 18Q: 3 clusters Score -325234.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -325250.750000 Penalty: 2582.305420
	Iteration 19Q: 3 clusters Score -325250.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -325264.687500 Penalty: 2582.305420
	Iteration 20F: 3 clusters Score -325264.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -325283.031250 Penalty: 2582.305420
	Iteration 21Q: 3 clusters Score -325283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -325301.406250 Penalty: 2582.305420
	Iteration 22Q: 3 clusters Score -325301.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -325317.968750 Penalty: 2582.305420
	Iteration 23Q: 3 clusters Score -325318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -325333.468750 Penalty: 2582.305420
	Iteration 24Q: 3 clusters Score -325333.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -325349.218750 Penalty: 2582.305420
	Iteration 25Q: 3 clusters Score -325349.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -325365.093750 Penalty: 2582.305420
	Iteration 26Q: 3 clusters Score -325365.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -325378.656250 Penalty: 2582.305420
	Iteration 27Q: 3 clusters Score -325378.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -325389.031250 Penalty: 2582.305420
	Iteration 28Q: 3 clusters Score -325389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -325401.187500 Penalty: 2582.305420
	Iteration 29Q: 3 clusters Score -325401.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -325406.875000 Penalty: 2582.305420
	Iteration 30Q: 3 clusters Score -325406.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -325413.718750 Penalty: 2582.305420
	Iteration 31Q: 3 clusters Score -325413.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -325420.187500 Penalty: 2582.305420
	Iteration 32Q: 3 clusters Score -325420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -325423.906250 Penalty: 2582.305420
	Iteration 33Q: 3 clusters Score -325423.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -325430.093750 Penalty: 2582.305420
	Iteration 34Q: 3 clusters Score -325430.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -325434.375000 Penalty: 2582.305420
	Iteration 35Q: 3 clusters Score -325434.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -325437.218750 Penalty: 2582.305420
	Iteration 36Q: 3 clusters Score -325437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -325439.343750 Penalty: 2582.305420
	Iteration 37Q: 3 clusters Score -325439.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -325440.531250 Penalty: 2582.305420
	Iteration 38Q: 3 clusters Score -325440.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -325441.125000 Penalty: 2582.305420
	Iteration 39Q: 3 clusters Score -325441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -325441.125000 Penalty: 2582.305420
	Iteration 40F: 3 clusters Score -325441.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Entering Unmasked Estep 
Score: -10954571.000000 Penalty: 1860.482422
	Iteration 0F: 2 clusters Score -1.095457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -10893889.000000 Penalty: 3720.964844
	Iteration 0F: 3 clusters Score -1.089389e+07 nChanged 44564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -10919904.000000 Penalty: 3720.964844
	Iteration 1F: 3 clusters Score -1.09199e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -10920830.000000 Penalty: 3720.964844
	Iteration 2Q: 3 clusters Score -1.092083e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -10922380.000000 Penalty: 3720.964844
	Iteration 3Q: 3 clusters Score -1.092238e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -10924886.000000 Penalty: 3720.964844
	Iteration 4F: 3 clusters Score -1.092489e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -10929034.000000 Penalty: 3720.964844
	Iteration 5F: 3 clusters Score -1.092903e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -10934923.000000 Penalty: 3720.964844
	Iteration 6F: 3 clusters Score -1.093492e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -10941751.000000 Penalty: 3720.964844
	Iteration 7F: 3 clusters Score -1.094175e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -10947647.000000 Penalty: 3720.964844
	Iteration 8F: 3 clusters Score -1.094765e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -10950405.000000 Penalty: 3720.964844
	Iteration 9Q: 3 clusters Score -1.09504e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -10951387.000000 Penalty: 3720.964844
	Iteration 10Q: 3 clusters Score -1.095139e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78151 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -10951969.000000 Penalty: 3720.964844
	Iteration 11Q: 3 clusters Score -1.095197e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -10952307.000000 Penalty: 3720.964844
	Iteration 12Q: 3 clusters Score -1.095231e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -10952603.000000 Penalty: 3720.964844
	Iteration 13Q: 3 clusters Score -1.09526e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -10952852.000000 Penalty: 3720.964844
	Iteration 14Q: 3 clusters Score -1.095285e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -10952963.000000 Penalty: 3720.964844
	Iteration 15Q: 3 clusters Score -1.095296e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -10953096.000000 Penalty: 3720.964844
	Iteration 16Q: 3 clusters Score -1.09531e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -10953154.000000 Penalty: 3720.964844
	Iteration 17Q: 3 clusters Score -1.095315e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83113 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -10953198.000000 Penalty: 3720.964844
	Iteration 18Q: 3 clusters Score -1.09532e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -10953258.000000 Penalty: 3720.964844
	Iteration 19Q: 3 clusters Score -1.095326e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -10953261.000000 Penalty: 3720.964844
	Iteration 20F: 3 clusters Score -1.095326e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -10953294.000000 Penalty: 3720.964844
	Iteration 21Q: 3 clusters Score -1.095329e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -10953354.000000 Penalty: 3720.964844
	Iteration 22Q: 3 clusters Score -1.095335e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85365 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -10953342.000000 Penalty: 3720.964844
	Iteration 23Q: 3 clusters Score -1.095334e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -10953323.000000 Penalty: 3720.964844
	Iteration 24Q: 3 clusters Score -1.095332e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -10953326.000000 Penalty: 3720.964844
	Iteration 25Q: 3 clusters Score -1.095333e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -10953323.000000 Penalty: 3720.964844
	Iteration 26Q: 3 clusters Score -1.095332e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -10953322.000000 Penalty: 3720.964844
	Iteration 27Q: 3 clusters Score -1.095332e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86839 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -10953346.000000 Penalty: 3720.964844
	Iteration 28Q: 3 clusters Score -1.095335e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -10953333.000000 Penalty: 3720.964844
	Iteration 29Q: 3 clusters Score -1.095333e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -10953328.000000 Penalty: 3720.964844
	Iteration 30Q: 3 clusters Score -1.095333e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87546 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -10953356.000000 Penalty: 3720.964844
	Iteration 31Q: 3 clusters Score -1.095336e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -10953390.000000 Penalty: 3720.964844
	Iteration 32Q: 3 clusters Score -1.095339e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87985 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -10953400.000000 Penalty: 3720.964844
	Iteration 33Q: 3 clusters Score -1.09534e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88186 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -10953407.000000 Penalty: 3720.964844
	Iteration 34Q: 3 clusters Score -1.095341e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -10953426.000000 Penalty: 3720.964844
	Iteration 35Q: 3 clusters Score -1.095343e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -10953455.000000 Penalty: 3720.964844
	Iteration 36Q: 3 clusters Score -1.095346e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -10953398.000000 Penalty: 3720.964844
	Iteration 37Q: 3 clusters Score -1.09534e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -10953413.000000 Penalty: 3720.964844
	Iteration 38Q: 3 clusters Score -1.095341e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89041 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -10953387.000000 Penalty: 3720.964844
	Iteration 39Q: 3 clusters Score -1.095339e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -10953388.000000 Penalty: 3720.964844
	Iteration 40F: 3 clusters Score -1.095339e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -10953379.000000 Penalty: 3720.964844
	Iteration 41Q: 3 clusters Score -1.095338e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -10953370.000000 Penalty: 3720.964844
	Iteration 42Q: 3 clusters Score -1.095337e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -10953347.000000 Penalty: 3720.964844
	Iteration 43Q: 3 clusters Score -1.095335e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -10953344.000000 Penalty: 3720.964844
	Iteration 44Q: 3 clusters Score -1.095334e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -10953366.000000 Penalty: 3720.964844
	Iteration 45Q: 3 clusters Score -1.095337e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -10953346.000000 Penalty: 3720.964844
	Iteration 46Q: 3 clusters Score -1.095335e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -10953369.000000 Penalty: 3720.964844
	Iteration 47Q: 3 clusters Score -1.095337e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -10953395.000000 Penalty: 3720.964844
	Iteration 48Q: 3 clusters Score -1.09534e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -10953395.000000 Penalty: 3720.964844
	Iteration 49Q: 3 clusters Score -1.09534e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -10953391.000000 Penalty: 3720.964844
	Iteration 50Q: 3 clusters Score -1.095339e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90203 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -10953369.000000 Penalty: 3720.964844
	Iteration 51Q: 3 clusters Score -1.095337e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -10953381.000000 Penalty: 3720.964844
	Iteration 52Q: 3 clusters Score -1.095338e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90344 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -10953363.000000 Penalty: 3720.964844
	Iteration 53Q: 3 clusters Score -1.095336e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -10953356.000000 Penalty: 3720.964844
	Iteration 54Q: 3 clusters Score -1.095336e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -10953354.000000 Penalty: 3720.964844
	Iteration 55Q: 3 clusters Score -1.095335e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90504 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -10953321.000000 Penalty: 3720.964844
	Iteration 56Q: 3 clusters Score -1.095332e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90551 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -10953336.000000 Penalty: 3720.964844
	Iteration 57Q: 3 clusters Score -1.095334e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -10953329.000000 Penalty: 3720.964844
	Iteration 58Q: 3 clusters Score -1.095333e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -10953331.000000 Penalty: 3720.964844
	Iteration 59Q: 3 clusters Score -1.095333e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -10953321.000000 Penalty: 3720.964844
	Iteration 60F: 3 clusters Score -1.095332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -10953327.000000 Penalty: 3720.964844
	Iteration 61Q: 3 clusters Score -1.095333e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10953308.000000 Penalty: 3720.964844
	Iteration 62Q: 3 clusters Score -1.095331e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -10953290.000000 Penalty: 3720.964844
	Iteration 63Q: 3 clusters Score -1.095329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90855 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -10953308.000000 Penalty: 3720.964844
	Iteration 64Q: 3 clusters Score -1.095331e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -10953311.000000 Penalty: 3720.964844
	Iteration 65Q: 3 clusters Score -1.095331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -10953314.000000 Penalty: 3720.964844
	Iteration 66Q: 3 clusters Score -1.095331e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -10953312.000000 Penalty: 3720.964844
	Iteration 67Q: 3 clusters Score -1.095331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -10953307.000000 Penalty: 3720.964844
	Iteration 68Q: 3 clusters Score -1.095331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90986 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -10953311.000000 Penalty: 3720.964844
	Iteration 69Q: 3 clusters Score -1.095331e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91007 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -10953331.000000 Penalty: 3720.964844
	Iteration 70Q: 3 clusters Score -1.095333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -10953326.000000 Penalty: 3720.964844
	Iteration 71Q: 3 clusters Score -1.095333e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -10953325.000000 Penalty: 3720.964844
	Iteration 72Q: 3 clusters Score -1.095332e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -10953327.000000 Penalty: 3720.964844
	Iteration 73Q: 3 clusters Score -1.095333e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -10953328.000000 Penalty: 3720.964844
	Iteration 74Q: 3 clusters Score -1.095333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10953336.000000 Penalty: 3720.964844
	Iteration 75Q: 3 clusters Score -1.095334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91172 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10953333.000000 Penalty: 3720.964844
	Iteration 76Q: 3 clusters Score -1.095333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91196 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -10953340.000000 Penalty: 3720.964844
	Iteration 77Q: 3 clusters Score -1.095334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -10953340.000000 Penalty: 3720.964844
	Iteration 78Q: 3 clusters Score -1.095334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -10953351.000000 Penalty: 3720.964844
	Iteration 79Q: 3 clusters Score -1.095335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10953360.000000 Penalty: 3720.964844
	Iteration 80F: 3 clusters Score -1.095336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -10953355.000000 Penalty: 3720.964844
	Iteration 81Q: 3 clusters Score -1.095336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -10953373.000000 Penalty: 3720.964844
	Iteration 82Q: 3 clusters Score -1.095337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10953375.000000 Penalty: 3720.964844
	Iteration 83Q: 3 clusters Score -1.095338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -10953372.000000 Penalty: 3720.964844
	Iteration 84Q: 3 clusters Score -1.095337e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -10953366.000000 Penalty: 3720.964844
	Iteration 85Q: 3 clusters Score -1.095337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10953363.000000 Penalty: 3720.964844
	Iteration 86Q: 3 clusters Score -1.095336e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -10953347.000000 Penalty: 3720.964844
	Iteration 87Q: 3 clusters Score -1.095335e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91471 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10953352.000000 Penalty: 3720.964844
	Iteration 88Q: 3 clusters Score -1.095335e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -10953353.000000 Penalty: 3720.964844
	Iteration 89Q: 3 clusters Score -1.095335e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10953369.000000 Penalty: 3720.964844
	Iteration 90Q: 3 clusters Score -1.095337e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -10953345.000000 Penalty: 3720.964844
	Iteration 91Q: 3 clusters Score -1.095334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -10953334.000000 Penalty: 3720.964844
	Iteration 92Q: 3 clusters Score -1.095333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -10953329.000000 Penalty: 3720.964844
	Iteration 93Q: 3 clusters Score -1.095333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -10953335.000000 Penalty: 3720.964844
	Iteration 94Q: 3 clusters Score -1.095334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10953338.000000 Penalty: 3720.964844
	Iteration 95Q: 3 clusters Score -1.095334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91682 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -10953334.000000 Penalty: 3720.964844
	Iteration 96Q: 3 clusters Score -1.095333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -10953337.000000 Penalty: 3720.964844
	Iteration 97Q: 3 clusters Score -1.095334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -10953340.000000 Penalty: 3720.964844
	Iteration 98Q: 3 clusters Score -1.095334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10953342.000000 Penalty: 3720.964844
	Iteration 99Q: 3 clusters Score -1.095334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -10953353.000000 Penalty: 3720.964844
	Iteration 100F: 3 clusters Score -1.095335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -10953349.000000 Penalty: 3720.964844
	Iteration 101Q: 3 clusters Score -1.095335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91796 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -10953356.000000 Penalty: 3720.964844
	Iteration 102Q: 3 clusters Score -1.095336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91804 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -10953355.000000 Penalty: 3720.964844
	Iteration 103Q: 3 clusters Score -1.095336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91814 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10953347.000000 Penalty: 3720.964844
	Iteration 104Q: 3 clusters Score -1.095335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -10953347.000000 Penalty: 3720.964844
	Iteration 105Q: 3 clusters Score -1.095335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10953352.000000 Penalty: 3720.964844
	Iteration 106Q: 3 clusters Score -1.095335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91835 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10953352.000000 Penalty: 3720.964844
	Iteration 107Q: 3 clusters Score -1.095335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10953361.000000 Penalty: 3720.964844
	Iteration 108Q: 3 clusters Score -1.095336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -10953359.000000 Penalty: 3720.964844
	Iteration 109Q: 3 clusters Score -1.095336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -10953350.000000 Penalty: 3720.964844
	Iteration 110Q: 3 clusters Score -1.095335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -10953357.000000 Penalty: 3720.964844
	Iteration 111Q: 3 clusters Score -1.095336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91867 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10953354.000000 Penalty: 3720.964844
	Iteration 112Q: 3 clusters Score -1.095335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91872 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -10953357.000000 Penalty: 3720.964844
	Iteration 113Q: 3 clusters Score -1.095336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91874 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -10953359.000000 Penalty: 3720.964844
	Iteration 114Q: 3 clusters Score -1.095336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91874 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -10953359.000000 Penalty: 3720.964844
	Iteration 115F: 3 clusters Score -1.095336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -334039.968750 Penalty: 1295.133057
	Iteration 0F: 2 clusters Score -334040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -331365.062500 Penalty: 2590.266113
	Iteration 0F: 3 clusters Score -331365.1 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -331957.906250 Penalty: 2590.266113
	Iteration 1F: 3 clusters Score -331957.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -332085.531250 Penalty: 2590.266113
	Iteration 2F: 3 clusters Score -332085.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -332161.531250 Penalty: 2590.266113
	Iteration 3Q: 3 clusters Score -332161.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -332225.718750 Penalty: 2590.266113
	Iteration 4Q: 3 clusters Score -332225.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -332277.468750 Penalty: 2590.266113
	Iteration 5Q: 3 clusters Score -332277.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -332331.125000 Penalty: 2590.266113
	Iteration 6Q: 3 clusters Score -332331.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -332384.843750 Penalty: 2590.266113
	Iteration 7Q: 3 clusters Score -332384.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -332445.656250 Penalty: 2590.266113
	Iteration 8Q: 3 clusters Score -332445.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -332505.968750 Penalty: 2590.266113
	Iteration 9Q: 3 clusters Score -332506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -332580.187500 Penalty: 2590.266113
	Iteration 10Q: 3 clusters Score -332580.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -332651.968750 Penalty: 2590.266113
	Iteration 11Q: 3 clusters Score -332652 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -332709.031250 Penalty: 2590.266113
	Iteration 12Q: 3 clusters Score -332709 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -332757.218750 Penalty: 2590.266113
	Iteration 13Q: 3 clusters Score -332757.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -332801.750000 Penalty: 2590.266113
	Iteration 14Q: 3 clusters Score -332801.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -332856.156250 Penalty: 2590.266113
	Iteration 15Q: 3 clusters Score -332856.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -332900.843750 Penalty: 2590.266113
	Iteration 16Q: 3 clusters Score -332900.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -332935.781250 Penalty: 2590.266113
	Iteration 17Q: 3 clusters Score -332935.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -332979.218750 Penalty: 2590.266113
	Iteration 18Q: 3 clusters Score -332979.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -333016.875000 Penalty: 2590.266113
	Iteration 19Q: 3 clusters Score -333016.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -333048.218750 Penalty: 2590.266113
	Iteration 20F: 3 clusters Score -333048.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -333078.406250 Penalty: 2590.266113
	Iteration 21Q: 3 clusters Score -333078.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -333097.843750 Penalty: 2590.266113
	Iteration 22Q: 3 clusters Score -333097.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -333108.562500 Penalty: 2590.266113
	Iteration 23Q: 3 clusters Score -333108.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -333120.343750 Penalty: 2590.266113
	Iteration 24Q: 3 clusters Score -333120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -333128.312500 Penalty: 2590.266113
	Iteration 25Q: 3 clusters Score -333128.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -333133.562500 Penalty: 2590.266113
	Iteration 26Q: 3 clusters Score -333133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -333139.156250 Penalty: 2590.266113
	Iteration 27Q: 3 clusters Score -333139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -333144.125000 Penalty: 2590.266113
	Iteration 28Q: 3 clusters Score -333144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -333146.312500 Penalty: 2590.266113
	Iteration 29Q: 3 clusters Score -333146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -333149.937500 Penalty: 2590.266113
	Iteration 30Q: 3 clusters Score -333149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -333153.406250 Penalty: 2590.266113
	Iteration 31Q: 3 clusters Score -333153.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -333153.500000 Penalty: 2590.266113
	Iteration 32Q: 3 clusters Score -333153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -333153.500000 Penalty: 2590.266113
	Iteration 33F: 3 clusters Score -333153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Entering Unmasked Estep 
Score: -1012966.375000 Penalty: 1475.667236
	Iteration 0F: 2 clusters Score -1012966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1006590.687500 Penalty: 2951.334473
	Iteration 0F: 3 clusters Score -1006591 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1008609.562500 Penalty: 2951.334473
	Iteration 1F: 3 clusters Score -1008610 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1008811.937500 Penalty: 2951.334473
	Iteration 2F: 3 clusters Score -1008812 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1008996.937500 Penalty: 2951.334473
	Iteration 3Q: 3 clusters Score -1008997 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1009164.687500 Penalty: 2951.334473
	Iteration 4Q: 3 clusters Score -1009165 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1009337.625000 Penalty: 2951.334473
	Iteration 5Q: 3 clusters Score -1009338 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1009523.437500 Penalty: 2951.334473
	Iteration 6Q: 3 clusters Score -1009523 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1009750.875000 Penalty: 2951.334473
	Iteration 7Q: 3 clusters Score -1009751 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1010016.687500 Penalty: 2951.334473
	Iteration 8F: 3 clusters Score -1010017 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1010324.062500 Penalty: 2951.334473
	Iteration 9Q: 3 clusters Score -1010324 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1010616.812500 Penalty: 2951.334473
	Iteration 10Q: 3 clusters Score -1010617 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1010897.937500 Penalty: 2951.334473
	Iteration 11Q: 3 clusters Score -1010898 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1011139.500000 Penalty: 2951.334473
	Iteration 12Q: 3 clusters Score -1011140 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1011349.625000 Penalty: 2951.334473
	Iteration 13Q: 3 clusters Score -1011350 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1011494.250000 Penalty: 2951.334473
	Iteration 14Q: 3 clusters Score -1011494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1011599.875000 Penalty: 2951.334473
	Iteration 15Q: 3 clusters Score -1011600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1011662.875000 Penalty: 2951.334473
	Iteration 16Q: 3 clusters Score -1011663 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1011698.937500 Penalty: 2951.334473
	Iteration 17Q: 3 clusters Score -1011699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1011731.750000 Penalty: 2951.334473
	Iteration 18Q: 3 clusters Score -1011732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1011759.000000 Penalty: 2951.334473
	Iteration 19Q: 3 clusters Score -1011759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1011775.937500 Penalty: 2951.334473
	Iteration 20F: 3 clusters Score -1011776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1011794.250000 Penalty: 2951.334473
	Iteration 21Q: 3 clusters Score -1011794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1011806.062500 Penalty: 2951.334473
	Iteration 22Q: 3 clusters Score -1011806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1011823.187500 Penalty: 2951.334473
	Iteration 23Q: 3 clusters Score -1011823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1011834.062500 Penalty: 2951.334473
	Iteration 24Q: 3 clusters Score -1011834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1011845.437500 Penalty: 2951.334473
	Iteration 25Q: 3 clusters Score -1011845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1011861.437500 Penalty: 2951.334473
	Iteration 26Q: 3 clusters Score -1011861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1011876.750000 Penalty: 2951.334473
	Iteration 27Q: 3 clusters Score -1011877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1011889.500000 Penalty: 2951.334473
	Iteration 28Q: 3 clusters Score -1011890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1011894.625000 Penalty: 2951.334473
	Iteration 29Q: 3 clusters Score -1011895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1011898.750000 Penalty: 2951.334473
	Iteration 30Q: 3 clusters Score -1011899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1011899.562500 Penalty: 2951.334473
	Iteration 31Q: 3 clusters Score -1011900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1011903.375000 Penalty: 2951.334473
	Iteration 32Q: 3 clusters Score -1011903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1011906.187500 Penalty: 2951.334473
	Iteration 33Q: 3 clusters Score -1011906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1011907.625000 Penalty: 2951.334473
	Iteration 34Q: 3 clusters Score -1011908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1011908.500000 Penalty: 2951.334473
	Iteration 35Q: 3 clusters Score -1011908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1011909.312500 Penalty: 2951.334473
	Iteration 36Q: 3 clusters Score -1011909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1011909.312500 Penalty: 2951.334473
	Iteration 37F: 3 clusters Score -1011909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -118883.250000 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -118883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117392.976562 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -117393 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117652.890625 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -117652.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117729.187500 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -117729.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117780.109375 Penalty: 2258.079590
	Iteration 3Q: 3 clusters Score -117780.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117802.398438 Penalty: 2258.079590
	Iteration 4Q: 3 clusters Score -117802.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117821.976562 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -117822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117832.070312 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -117832.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117840.851562 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -117840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117844.000000 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -117844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -117844.078125 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -117844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117844.906250 Penalty: 2258.079590
	Iteration 10Q: 3 clusters Score -117844.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -117847.234375 Penalty: 2258.079590
	Iteration 11Q: 3 clusters Score -117847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -117848.960938 Penalty: 2258.079590
	Iteration 12Q: 3 clusters Score -117849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -117851.585938 Penalty: 2258.079590
	Iteration 13Q: 3 clusters Score -117851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -117852.476562 Penalty: 2258.079590
	Iteration 14Q: 3 clusters Score -117852.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117854.656250 Penalty: 2258.079590
	Iteration 15Q: 3 clusters Score -117854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -117855.609375 Penalty: 2258.079590
	Iteration 16Q: 3 clusters Score -117855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -117857.289062 Penalty: 2258.079590
	Iteration 17Q: 3 clusters Score -117857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -117858.781250 Penalty: 2258.079590
	Iteration 18Q: 3 clusters Score -117858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -117860.523438 Penalty: 2258.079590
	Iteration 19Q: 3 clusters Score -117860.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -117861.414062 Penalty: 2258.079590
	Iteration 20F: 3 clusters Score -117861.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -117862.171875 Penalty: 2258.079590
	Iteration 21Q: 3 clusters Score -117862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -117862.515625 Penalty: 2258.079590
	Iteration 22Q: 3 clusters Score -117862.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -117862.515625 Penalty: 2258.079590
	Iteration 23F: 3 clusters Score -117862.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (105364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105364 members 
Entering Unmasked Estep 
Score: -12323963.000000 Penalty: 1879.341064
	Iteration 0F: 2 clusters Score -1.232396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -12256405.000000 Penalty: 3758.682129
	Iteration 0F: 3 clusters Score -1.22564e+07 nChanged 50578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -12286275.000000 Penalty: 3758.682129
	Iteration 1F: 3 clusters Score -1.228628e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -12287872.000000 Penalty: 3758.682129
	Iteration 2Q: 3 clusters Score -1.228787e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -12290503.000000 Penalty: 3758.682129
	Iteration 3F: 3 clusters Score -1.22905e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -12294342.000000 Penalty: 3758.682129
	Iteration 4F: 3 clusters Score -1.229434e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -12299668.000000 Penalty: 3758.682129
	Iteration 5F: 3 clusters Score -1.229967e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82678 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -12305272.000000 Penalty: 3758.682129
	Iteration 6F: 3 clusters Score -1.230527e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -12309962.000000 Penalty: 3758.682129
	Iteration 7F: 3 clusters Score -1.230996e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -12313252.000000 Penalty: 3758.682129
	Iteration 8Q: 3 clusters Score -1.231325e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -12315132.000000 Penalty: 3758.682129
	Iteration 9Q: 3 clusters Score -1.231513e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -12316269.000000 Penalty: 3758.682129
	Iteration 10Q: 3 clusters Score -1.231627e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -12316910.000000 Penalty: 3758.682129
	Iteration 11Q: 3 clusters Score -1.231691e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96521 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -12317403.000000 Penalty: 3758.682129
	Iteration 12Q: 3 clusters Score -1.23174e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -12317773.000000 Penalty: 3758.682129
	Iteration 13Q: 3 clusters Score -1.231777e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -12318165.000000 Penalty: 3758.682129
	Iteration 14Q: 3 clusters Score -1.231816e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -12318557.000000 Penalty: 3758.682129
	Iteration 15Q: 3 clusters Score -1.231856e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99527 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -12318943.000000 Penalty: 3758.682129
	Iteration 16Q: 3 clusters Score -1.231894e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -12319233.000000 Penalty: 3758.682129
	Iteration 17Q: 3 clusters Score -1.231923e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -12319634.000000 Penalty: 3758.682129
	Iteration 18Q: 3 clusters Score -1.231963e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101224 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -12320052.000000 Penalty: 3758.682129
	Iteration 19Q: 3 clusters Score -1.232005e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101678 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -12320355.000000 Penalty: 3758.682129
	Iteration 20F: 3 clusters Score -1.232036e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102082 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -12320592.000000 Penalty: 3758.682129
	Iteration 21Q: 3 clusters Score -1.232059e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102454 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -12320833.000000 Penalty: 3758.682129
	Iteration 22Q: 3 clusters Score -1.232083e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -12321067.000000 Penalty: 3758.682129
	Iteration 23Q: 3 clusters Score -1.232107e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -12321240.000000 Penalty: 3758.682129
	Iteration 24Q: 3 clusters Score -1.232124e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103332 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -12321381.000000 Penalty: 3758.682129
	Iteration 25Q: 3 clusters Score -1.232138e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103584 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -12321471.000000 Penalty: 3758.682129
	Iteration 26Q: 3 clusters Score -1.232147e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -12321600.000000 Penalty: 3758.682129
	Iteration 27Q: 3 clusters Score -1.23216e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103990 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12321718.000000 Penalty: 3758.682129
	Iteration 28Q: 3 clusters Score -1.232172e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12321832.000000 Penalty: 3758.682129
	Iteration 29Q: 3 clusters Score -1.232183e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104332 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -12321958.000000 Penalty: 3758.682129
	Iteration 30Q: 3 clusters Score -1.232196e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12322068.000000 Penalty: 3758.682129
	Iteration 31Q: 3 clusters Score -1.232207e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104588 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12322160.000000 Penalty: 3758.682129
	Iteration 32Q: 3 clusters Score -1.232216e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12322217.000000 Penalty: 3758.682129
	Iteration 33Q: 3 clusters Score -1.232222e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104741 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -12322241.000000 Penalty: 3758.682129
	Iteration 34Q: 3 clusters Score -1.232224e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104793 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12322290.000000 Penalty: 3758.682129
	Iteration 35Q: 3 clusters Score -1.232229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104831 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12322304.000000 Penalty: 3758.682129
	Iteration 36Q: 3 clusters Score -1.23223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104851 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12322323.000000 Penalty: 3758.682129
	Iteration 37Q: 3 clusters Score -1.232232e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104874 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12322325.000000 Penalty: 3758.682129
	Iteration 38Q: 3 clusters Score -1.232232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104890 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12322351.000000 Penalty: 3758.682129
	Iteration 39Q: 3 clusters Score -1.232235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12322359.000000 Penalty: 3758.682129
	Iteration 40F: 3 clusters Score -1.232236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12322362.000000 Penalty: 3758.682129
	Iteration 41Q: 3 clusters Score -1.232236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104937 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12322368.000000 Penalty: 3758.682129
	Iteration 42Q: 3 clusters Score -1.232237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104945 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12322387.000000 Penalty: 3758.682129
	Iteration 43Q: 3 clusters Score -1.232239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12322387.000000 Penalty: 3758.682129
	Iteration 44Q: 3 clusters Score -1.232239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104957 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -12322376.000000 Penalty: 3758.682129
	Iteration 45Q: 3 clusters Score -1.232238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104960 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12322377.000000 Penalty: 3758.682129
	Iteration 46Q: 3 clusters Score -1.232238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12322375.000000 Penalty: 3758.682129
	Iteration 47Q: 3 clusters Score -1.232238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104961 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12322375.000000 Penalty: 3758.682129
	Iteration 48F: 3 clusters Score -1.232238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -40939.679688 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -40939.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39972.878906 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -39972.88 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40141.382812 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -40141.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40208.046875 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -40208.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40226.312500 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -40226.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40247.089844 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -40247.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40261.761719 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -40261.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40275.523438 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -40275.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40283.398438 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -40283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40287.304688 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -40287.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40287.304688 Penalty: 1953.661865
	Iteration 9F: 3 clusters Score -40287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Entering Unmasked Estep 
Score: -1540462.500000 Penalty: 1541.487427
	Iteration 0F: 2 clusters Score -1540462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1531221.500000 Penalty: 3082.974854
	Iteration 0F: 3 clusters Score -1531222 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1534360.875000 Penalty: 3082.974854
	Iteration 1F: 3 clusters Score -1534361 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1534580.500000 Penalty: 3082.974854
	Iteration 2F: 3 clusters Score -1534580 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1534747.625000 Penalty: 3082.974854
	Iteration 3Q: 3 clusters Score -1534748 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1534860.500000 Penalty: 3082.974854
	Iteration 4Q: 3 clusters Score -1534860 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1534952.000000 Penalty: 3082.974854
	Iteration 5Q: 3 clusters Score -1534952 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1535026.750000 Penalty: 3082.974854
	Iteration 6Q: 3 clusters Score -1535027 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1535090.250000 Penalty: 3082.974854
	Iteration 7Q: 3 clusters Score -1535090 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1535152.625000 Penalty: 3082.974854
	Iteration 8Q: 3 clusters Score -1535153 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1535219.500000 Penalty: 3082.974854
	Iteration 9Q: 3 clusters Score -1535220 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1535279.625000 Penalty: 3082.974854
	Iteration 10Q: 3 clusters Score -1535280 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1535346.250000 Penalty: 3082.974854
	Iteration 11Q: 3 clusters Score -1535346 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1535448.375000 Penalty: 3082.974854
	Iteration 12Q: 3 clusters Score -1535448 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1535588.000000 Penalty: 3082.974854
	Iteration 13Q: 3 clusters Score -1535588 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1535796.625000 Penalty: 3082.974854
	Iteration 14Q: 3 clusters Score -1535797 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1536098.625000 Penalty: 3082.974854
	Iteration 15Q: 3 clusters Score -1536099 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1536485.250000 Penalty: 3082.974854
	Iteration 16Q: 3 clusters Score -1536485 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1536936.500000 Penalty: 3082.974854
	Iteration 17Q: 3 clusters Score -1536936 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1537444.125000 Penalty: 3082.974854
	Iteration 18Q: 3 clusters Score -1537444 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1537855.000000 Penalty: 3082.974854
	Iteration 19Q: 3 clusters Score -1537855 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1538110.500000 Penalty: 3082.974854
	Iteration 20F: 3 clusters Score -1538110 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1538256.250000 Penalty: 3082.974854
	Iteration 21Q: 3 clusters Score -1538256 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1538344.500000 Penalty: 3082.974854
	Iteration 22Q: 3 clusters Score -1538344 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1538402.375000 Penalty: 3082.974854
	Iteration 23Q: 3 clusters Score -1538402 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1538457.750000 Penalty: 3082.974854
	Iteration 24Q: 3 clusters Score -1538458 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1538509.875000 Penalty: 3082.974854
	Iteration 25Q: 3 clusters Score -1538510 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1538563.375000 Penalty: 3082.974854
	Iteration 26Q: 3 clusters Score -1538563 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1538592.250000 Penalty: 3082.974854
	Iteration 27Q: 3 clusters Score -1538592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1538614.000000 Penalty: 3082.974854
	Iteration 28Q: 3 clusters Score -1538614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1538632.500000 Penalty: 3082.974854
	Iteration 29Q: 3 clusters Score -1538632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1538657.875000 Penalty: 3082.974854
	Iteration 30Q: 3 clusters Score -1538658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1538682.250000 Penalty: 3082.974854
	Iteration 31Q: 3 clusters Score -1538682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1538702.750000 Penalty: 3082.974854
	Iteration 32Q: 3 clusters Score -1538703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1538725.750000 Penalty: 3082.974854
	Iteration 33Q: 3 clusters Score -1538726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1538742.250000 Penalty: 3082.974854
	Iteration 34Q: 3 clusters Score -1538742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1538766.250000 Penalty: 3082.974854
	Iteration 35Q: 3 clusters Score -1538766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1538782.625000 Penalty: 3082.974854
	Iteration 36Q: 3 clusters Score -1538783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1538801.750000 Penalty: 3082.974854
	Iteration 37Q: 3 clusters Score -1538802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1538814.500000 Penalty: 3082.974854
	Iteration 38Q: 3 clusters Score -1538814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1538829.625000 Penalty: 3082.974854
	Iteration 39Q: 3 clusters Score -1538830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1538844.625000 Penalty: 3082.974854
	Iteration 40F: 3 clusters Score -1538845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1538851.625000 Penalty: 3082.974854
	Iteration 41Q: 3 clusters Score -1538852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1538873.250000 Penalty: 3082.974854
	Iteration 42Q: 3 clusters Score -1538873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1538884.500000 Penalty: 3082.974854
	Iteration 43Q: 3 clusters Score -1538884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1538892.750000 Penalty: 3082.974854
	Iteration 44Q: 3 clusters Score -1538893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1538906.250000 Penalty: 3082.974854
	Iteration 45Q: 3 clusters Score -1538906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1538912.250000 Penalty: 3082.974854
	Iteration 46Q: 3 clusters Score -1538912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1538924.250000 Penalty: 3082.974854
	Iteration 47Q: 3 clusters Score -1538924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1538941.125000 Penalty: 3082.974854
	Iteration 48Q: 3 clusters Score -1538941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1538949.625000 Penalty: 3082.974854
	Iteration 49Q: 3 clusters Score -1538950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1538952.375000 Penalty: 3082.974854
	Iteration 50Q: 3 clusters Score -1538952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1538956.375000 Penalty: 3082.974854
	Iteration 51Q: 3 clusters Score -1538956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1538958.375000 Penalty: 3082.974854
	Iteration 52Q: 3 clusters Score -1538958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1538958.500000 Penalty: 3082.974854
	Iteration 53Q: 3 clusters Score -1538958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1538959.375000 Penalty: 3082.974854
	Iteration 54Q: 3 clusters Score -1538959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1538961.250000 Penalty: 3082.974854
	Iteration 55Q: 3 clusters Score -1538961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1538962.625000 Penalty: 3082.974854
	Iteration 56Q: 3 clusters Score -1538963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1538962.625000 Penalty: 3082.974854
	Iteration 57F: 3 clusters Score -1538963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53848 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62127 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70890 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4672 members 
Mstep: Class 11 contains 15745 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 98228 members 
Mstep: Class 21 contains 128582 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 93819 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105364 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213448.000000 Penalty: 63808.488281
Iteration 359Q: 30 clusters Score -8.621345e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53854 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62125 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70891 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4676 members 
Mstep: Class 11 contains 15746 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5048 members 
Mstep: Class 20 contains 98211 members 
Mstep: Class 21 contains 128580 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 93813 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105375 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213480.000000 Penalty: 63808.488281
Iteration 360F: 30 clusters Score -8.621348e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53863 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62125 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70888 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4679 members 
Mstep: Class 11 contains 15748 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4584 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5053 members 
Mstep: Class 20 contains 98201 members 
Mstep: Class 21 contains 128581 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93806 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105379 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213520.000000 Penalty: 63808.488281
Iteration 361Q: 30 clusters Score -8.621352e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53877 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62125 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70881 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 15750 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33361 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5054 members 
Mstep: Class 20 contains 98195 members 
Mstep: Class 21 contains 128579 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93798 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105384 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213512.000000 Penalty: 63808.488281
Iteration 362Q: 30 clusters Score -8.621351e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53884 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62123 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70880 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4682 members 
Mstep: Class 11 contains 15752 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33360 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5060 members 
Mstep: Class 20 contains 98190 members 
Mstep: Class 21 contains 128576 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93796 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105383 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213528.000000 Penalty: 63808.488281
Iteration 363Q: 30 clusters Score -8.621353e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53890 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62121 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70876 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 15752 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33361 members 
Mstep: Class 15 contains 4589 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 98181 members 
Mstep: Class 21 contains 128575 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93794 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105383 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213560.000000 Penalty: 63808.488281
Iteration 364Q: 30 clusters Score -8.621356e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53903 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62122 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70873 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4691 members 
Mstep: Class 11 contains 15753 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5067 members 
Mstep: Class 20 contains 98167 members 
Mstep: Class 21 contains 128568 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93788 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105387 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213576.000000 Penalty: 63808.488281
Iteration 365Q: 30 clusters Score -8.621358e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53906 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62119 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70870 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4698 members 
Mstep: Class 11 contains 15755 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33364 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5074 members 
Mstep: Class 20 contains 98151 members 
Mstep: Class 21 contains 128570 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93785 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 105390 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213560.000000 Penalty: 63808.488281
Iteration 366Q: 30 clusters Score -8.621356e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53915 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62120 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70863 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4703 members 
Mstep: Class 11 contains 15756 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33364 members 
Mstep: Class 15 contains 4592 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5080 members 
Mstep: Class 20 contains 98147 members 
Mstep: Class 21 contains 128568 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93769 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105394 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213664.000000 Penalty: 63808.488281
Iteration 367Q: 30 clusters Score -8.621366e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53923 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62120 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70862 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 15757 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5086 members 
Mstep: Class 20 contains 98141 members 
Mstep: Class 21 contains 128559 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93763 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105394 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 368Q: 30 clusters Score -8.621366e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53930 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62119 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70858 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 15758 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 98129 members 
Mstep: Class 21 contains 128553 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93758 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105396 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213768.000000 Penalty: 63808.488281
Iteration 369Q: 30 clusters Score -8.621377e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53931 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62123 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70847 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 15759 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33361 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 98128 members 
Mstep: Class 21 contains 128550 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93756 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105398 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213776.000000 Penalty: 63808.488281
Iteration 370Q: 30 clusters Score -8.621378e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53940 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62126 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70837 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 15759 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33361 members 
Mstep: Class 15 contains 4594 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 98129 members 
Mstep: Class 21 contains 128544 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93758 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105393 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213704.000000 Penalty: 63808.488281
Iteration 371Q: 30 clusters Score -8.62137e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 6537 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53941 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62129 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70832 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 15759 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 98123 members 
Mstep: Class 21 contains 128543 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93765 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105394 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213632.000000 Penalty: 63808.488281
Iteration 372Q: 30 clusters Score -8.621363e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53939 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62129 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70825 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 15760 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33361 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5088 members 
Mstep: Class 20 contains 98122 members 
Mstep: Class 21 contains 128551 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93769 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105394 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213648.000000 Penalty: 63808.488281
Iteration 373Q: 30 clusters Score -8.621365e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53938 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62129 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70818 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4725 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33361 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5088 members 
Mstep: Class 20 contains 98113 members 
Mstep: Class 21 contains 128556 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93775 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105395 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213688.000000 Penalty: 63808.488281
Iteration 374Q: 30 clusters Score -8.621369e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53935 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62134 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70816 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33358 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 98108 members 
Mstep: Class 21 contains 128549 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93782 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105395 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213704.000000 Penalty: 63808.488281
Iteration 375Q: 30 clusters Score -8.62137e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53932 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 62134 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70816 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4729 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33358 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 98101 members 
Mstep: Class 21 contains 128548 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93784 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105397 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213736.000000 Penalty: 63808.488281
Iteration 376Q: 30 clusters Score -8.621374e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53932 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62134 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70813 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33357 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 98099 members 
Mstep: Class 21 contains 128547 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93787 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105398 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213744.000000 Penalty: 63808.488281
Iteration 377Q: 30 clusters Score -8.621374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 53932 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62134 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70808 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33354 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 98102 members 
Mstep: Class 21 contains 128550 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93785 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105399 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213704.000000 Penalty: 63808.488281
Iteration 378Q: 30 clusters Score -8.62137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53930 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62131 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70810 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4732 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33353 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 98094 members 
Mstep: Class 21 contains 128553 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93788 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105400 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213704.000000 Penalty: 63808.488281
Iteration 379Q: 30 clusters Score -8.62137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53928 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62129 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70809 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33354 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2888 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 98095 members 
Mstep: Class 21 contains 128554 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93790 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105402 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213704.000000 Penalty: 63808.488281
Iteration 380F: 30 clusters Score -8.62137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4128 members 
Mstep: Class 4 contains 53931 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62130 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70808 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33354 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2887 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5088 members 
Mstep: Class 20 contains 98093 members 
Mstep: Class 21 contains 128552 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93793 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105401 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213704.000000 Penalty: 63808.488281
Iteration 381Q: 30 clusters Score -8.62137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 53930 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62132 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70805 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33355 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2886 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5087 members 
Mstep: Class 20 contains 98090 members 
Mstep: Class 21 contains 128551 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93798 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105404 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213728.000000 Penalty: 63808.488281
Iteration 382Q: 30 clusters Score -8.621373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 53927 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62135 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70806 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33358 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2882 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5087 members 
Mstep: Class 20 contains 98089 members 
Mstep: Class 21 contains 128550 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93800 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105405 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213728.000000 Penalty: 63808.488281
Iteration 383Q: 30 clusters Score -8.621373e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 53922 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62138 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70806 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33360 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 98089 members 
Mstep: Class 21 contains 128549 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93806 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105405 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213760.000000 Penalty: 63808.488281
Iteration 384Q: 30 clusters Score -8.621376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 53922 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62137 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70802 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5079 members 
Mstep: Class 20 contains 98091 members 
Mstep: Class 21 contains 128550 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93806 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105408 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213760.000000 Penalty: 63808.488281
Iteration 385Q: 30 clusters Score -8.621376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 53916 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62137 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70800 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5080 members 
Mstep: Class 20 contains 98093 members 
Mstep: Class 21 contains 128550 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93804 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105414 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213720.000000 Penalty: 63808.488281
Iteration 386Q: 30 clusters Score -8.621372e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 53909 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62137 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70794 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5083 members 
Mstep: Class 20 contains 98096 members 
Mstep: Class 21 contains 128553 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93806 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105415 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213696.000000 Penalty: 63808.488281
Iteration 387Q: 30 clusters Score -8.62137e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 53903 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62139 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70792 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15763 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98096 members 
Mstep: Class 21 contains 128555 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93807 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105415 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213680.000000 Penalty: 63808.488281
Iteration 388Q: 30 clusters Score -8.621368e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 53901 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62139 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70791 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15763 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98092 members 
Mstep: Class 21 contains 128557 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93809 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105417 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213680.000000 Penalty: 63808.488281
Iteration 389Q: 30 clusters Score -8.621368e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 53897 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62141 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70789 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15763 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98094 members 
Mstep: Class 21 contains 128554 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93810 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105421 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213736.000000 Penalty: 63808.488281
Iteration 390Q: 30 clusters Score -8.621374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53901 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62143 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70789 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15763 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98090 members 
Mstep: Class 21 contains 128555 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93809 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105421 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213736.000000 Penalty: 63808.488281
Iteration 391Q: 30 clusters Score -8.621374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53898 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62144 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70789 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98088 members 
Mstep: Class 21 contains 128553 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93813 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105423 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213696.000000 Penalty: 63808.488281
Iteration 392Q: 30 clusters Score -8.62137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53899 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62144 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70788 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98087 members 
Mstep: Class 21 contains 128551 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93813 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105425 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 393Q: 30 clusters Score -8.621366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53902 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62145 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70788 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98081 members 
Mstep: Class 21 contains 128550 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93813 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105427 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213672.000000 Penalty: 63808.488281
Iteration 394Q: 30 clusters Score -8.621367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53899 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62146 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70788 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98080 members 
Mstep: Class 21 contains 128550 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93815 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105428 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213680.000000 Penalty: 63808.488281
Iteration 395Q: 30 clusters Score -8.621368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53897 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62147 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70788 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98080 members 
Mstep: Class 21 contains 128549 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93816 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105429 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213680.000000 Penalty: 63808.488281
Iteration 396Q: 30 clusters Score -8.621368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53895 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62147 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70788 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98080 members 
Mstep: Class 21 contains 128549 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93818 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105429 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213680.000000 Penalty: 63808.488281
Iteration 397Q: 30 clusters Score -8.621368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53894 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62147 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70788 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98078 members 
Mstep: Class 21 contains 128549 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93818 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105432 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213680.000000 Penalty: 63808.488281
Iteration 398Q: 30 clusters Score -8.621368e+07 nChanged 8
Entering ConstructFrom: 
Score: -86213680.000000 Penalty: 63808.488281
Entering ConstructFrom: 
Trying to split cluster 1 (29170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Entering Unmasked Estep 
Score: -3264520.250000 Penalty: 1670.645630
	Iteration 0F: 2 clusters Score -3264520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3244781.000000 Penalty: 3341.291260
	Iteration 0F: 3 clusters Score -3244781 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3252373.250000 Penalty: 3341.291260
	Iteration 1F: 3 clusters Score -3252373 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3252840.750000 Penalty: 3341.291260
	Iteration 2Q: 3 clusters Score -3252841 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -3253413.250000 Penalty: 3341.291260
	Iteration 3Q: 3 clusters Score -3253413 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3254149.750000 Penalty: 3341.291260
	Iteration 4F: 3 clusters Score -3254150 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -3255187.750000 Penalty: 3341.291260
	Iteration 5F: 3 clusters Score -3255188 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3256615.000000 Penalty: 3341.291260
	Iteration 6F: 3 clusters Score -3256615 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3258374.000000 Penalty: 3341.291260
	Iteration 7F: 3 clusters Score -3258374 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -3260054.250000 Penalty: 3341.291260
	Iteration 8F: 3 clusters Score -3260054 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3261339.750000 Penalty: 3341.291260
	Iteration 9Q: 3 clusters Score -3261340 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3262069.750000 Penalty: 3341.291260
	Iteration 10Q: 3 clusters Score -3262070 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3262503.250000 Penalty: 3341.291260
	Iteration 11Q: 3 clusters Score -3262503 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3262755.500000 Penalty: 3341.291260
	Iteration 12Q: 3 clusters Score -3262756 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3262912.000000 Penalty: 3341.291260
	Iteration 13Q: 3 clusters Score -3262912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3263003.250000 Penalty: 3341.291260
	Iteration 14Q: 3 clusters Score -3263003 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3263058.500000 Penalty: 3341.291260
	Iteration 15Q: 3 clusters Score -3263058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -3263114.250000 Penalty: 3341.291260
	Iteration 16Q: 3 clusters Score -3263114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3263167.250000 Penalty: 3341.291260
	Iteration 17Q: 3 clusters Score -3263167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3263186.000000 Penalty: 3341.291260
	Iteration 18Q: 3 clusters Score -3263186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -3263215.250000 Penalty: 3341.291260
	Iteration 19Q: 3 clusters Score -3263215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3263233.250000 Penalty: 3341.291260
	Iteration 20F: 3 clusters Score -3263233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -3263240.250000 Penalty: 3341.291260
	Iteration 21Q: 3 clusters Score -3263240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -3263248.750000 Penalty: 3341.291260
	Iteration 22Q: 3 clusters Score -3263249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3263250.750000 Penalty: 3341.291260
	Iteration 23Q: 3 clusters Score -3263251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -3263255.000000 Penalty: 3341.291260
	Iteration 24Q: 3 clusters Score -3263255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3263254.750000 Penalty: 3341.291260
	Iteration 25Q: 3 clusters Score -3263255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3263260.500000 Penalty: 3341.291260
	Iteration 26Q: 3 clusters Score -3263260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3263270.000000 Penalty: 3341.291260
	Iteration 27Q: 3 clusters Score -3263270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3263271.000000 Penalty: 3341.291260
	Iteration 28Q: 3 clusters Score -3263271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -3263271.500000 Penalty: 3341.291260
	Iteration 29Q: 3 clusters Score -3263272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3263270.500000 Penalty: 3341.291260
	Iteration 30Q: 3 clusters Score -3263270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3263270.500000 Penalty: 3341.291260
	Iteration 31F: 3 clusters Score -3263270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Entering Unmasked Estep 
Score: -697232.812500 Penalty: 1427.625366
	Iteration 0F: 2 clusters Score -697232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -692290.250000 Penalty: 2855.250732
	Iteration 0F: 3 clusters Score -692290.2 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -693816.375000 Penalty: 2855.250732
	Iteration 1F: 3 clusters Score -693816.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -694115.625000 Penalty: 2855.250732
	Iteration 2F: 3 clusters Score -694115.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -694425.687500 Penalty: 2855.250732
	Iteration 3F: 3 clusters Score -694425.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -694734.312500 Penalty: 2855.250732
	Iteration 4F: 3 clusters Score -694734.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -695042.750000 Penalty: 2855.250732
	Iteration 5F: 3 clusters Score -695042.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -695344.187500 Penalty: 2855.250732
	Iteration 6F: 3 clusters Score -695344.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -695576.500000 Penalty: 2855.250732
	Iteration 7F: 3 clusters Score -695576.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -695741.500000 Penalty: 2855.250732
	Iteration 8Q: 3 clusters Score -695741.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -695856.125000 Penalty: 2855.250732
	Iteration 9Q: 3 clusters Score -695856.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -695954.187500 Penalty: 2855.250732
	Iteration 10Q: 3 clusters Score -695954.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -696035.250000 Penalty: 2855.250732
	Iteration 11Q: 3 clusters Score -696035.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -696105.062500 Penalty: 2855.250732
	Iteration 12Q: 3 clusters Score -696105.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -696152.562500 Penalty: 2855.250732
	Iteration 13Q: 3 clusters Score -696152.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -696189.500000 Penalty: 2855.250732
	Iteration 14Q: 3 clusters Score -696189.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -696222.250000 Penalty: 2855.250732
	Iteration 15Q: 3 clusters Score -696222.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -696252.187500 Penalty: 2855.250732
	Iteration 16Q: 3 clusters Score -696252.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -696274.000000 Penalty: 2855.250732
	Iteration 17Q: 3 clusters Score -696274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -696304.500000 Penalty: 2855.250732
	Iteration 18Q: 3 clusters Score -696304.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -696336.937500 Penalty: 2855.250732
	Iteration 19Q: 3 clusters Score -696336.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -696371.125000 Penalty: 2855.250732
	Iteration 20F: 3 clusters Score -696371.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -696401.687500 Penalty: 2855.250732
	Iteration 21Q: 3 clusters Score -696401.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -696420.875000 Penalty: 2855.250732
	Iteration 22Q: 3 clusters Score -696420.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -696439.312500 Penalty: 2855.250732
	Iteration 23Q: 3 clusters Score -696439.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -696454.562500 Penalty: 2855.250732
	Iteration 24Q: 3 clusters Score -696454.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -696460.875000 Penalty: 2855.250732
	Iteration 25Q: 3 clusters Score -696460.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -696464.750000 Penalty: 2855.250732
	Iteration 26Q: 3 clusters Score -696464.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -696469.000000 Penalty: 2855.250732
	Iteration 27Q: 3 clusters Score -696469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -696473.750000 Penalty: 2855.250732
	Iteration 28Q: 3 clusters Score -696473.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -696476.625000 Penalty: 2855.250732
	Iteration 29Q: 3 clusters Score -696476.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -696481.875000 Penalty: 2855.250732
	Iteration 30Q: 3 clusters Score -696481.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -696483.500000 Penalty: 2855.250732
	Iteration 31Q: 3 clusters Score -696483.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -696484.750000 Penalty: 2855.250732
	Iteration 32Q: 3 clusters Score -696484.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -696487.437500 Penalty: 2855.250732
	Iteration 33Q: 3 clusters Score -696487.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -696488.687500 Penalty: 2855.250732
	Iteration 34Q: 3 clusters Score -696488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -696490.500000 Penalty: 2855.250732
	Iteration 35Q: 3 clusters Score -696490.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -696491.250000 Penalty: 2855.250732
	Iteration 36Q: 3 clusters Score -696491.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -696494.375000 Penalty: 2855.250732
	Iteration 37Q: 3 clusters Score -696494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -696494.625000 Penalty: 2855.250732
	Iteration 38Q: 3 clusters Score -696494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -696494.625000 Penalty: 2855.250732
	Iteration 39Q: 3 clusters Score -696494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -696494.937500 Penalty: 2855.250732
	Iteration 40F: 3 clusters Score -696494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -696494.125000 Penalty: 2855.250732
	Iteration 41Q: 3 clusters Score -696494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -696494.937500 Penalty: 2855.250732
	Iteration 42Q: 3 clusters Score -696494.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -696494.937500 Penalty: 2855.250732
	Iteration 43F: 3 clusters Score -696494.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Entering Unmasked Estep 
Score: -482771.875000 Penalty: 1352.783447
	Iteration 0F: 2 clusters Score -482771.9 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 2036 members 
Entering Unmasked Estep 
Score: -479342.875000 Penalty: 2705.566895
	Iteration 0F: 3 clusters Score -479342.9 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -480221.031250 Penalty: 2705.566895
	Iteration 1F: 3 clusters Score -480221 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -480364.687500 Penalty: 2705.566895
	Iteration 2F: 3 clusters Score -480364.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -480462.843750 Penalty: 2705.566895
	Iteration 3Q: 3 clusters Score -480462.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -480533.093750 Penalty: 2705.566895
	Iteration 4Q: 3 clusters Score -480533.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -480593.218750 Penalty: 2705.566895
	Iteration 5Q: 3 clusters Score -480593.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -480648.843750 Penalty: 2705.566895
	Iteration 6Q: 3 clusters Score -480648.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -480693.312500 Penalty: 2705.566895
	Iteration 7Q: 3 clusters Score -480693.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -480725.437500 Penalty: 2705.566895
	Iteration 8Q: 3 clusters Score -480725.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -480750.125000 Penalty: 2705.566895
	Iteration 9Q: 3 clusters Score -480750.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -480771.281250 Penalty: 2705.566895
	Iteration 10Q: 3 clusters Score -480771.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -480786.093750 Penalty: 2705.566895
	Iteration 11Q: 3 clusters Score -480786.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -480804.500000 Penalty: 2705.566895
	Iteration 12Q: 3 clusters Score -480804.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -480819.281250 Penalty: 2705.566895
	Iteration 13Q: 3 clusters Score -480819.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -480831.968750 Penalty: 2705.566895
	Iteration 14Q: 3 clusters Score -480832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -480846.437500 Penalty: 2705.566895
	Iteration 15Q: 3 clusters Score -480846.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -480857.625000 Penalty: 2705.566895
	Iteration 16Q: 3 clusters Score -480857.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -480871.562500 Penalty: 2705.566895
	Iteration 17Q: 3 clusters Score -480871.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -480882.000000 Penalty: 2705.566895
	Iteration 18Q: 3 clusters Score -480882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -480894.218750 Penalty: 2705.566895
	Iteration 19Q: 3 clusters Score -480894.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -480905.000000 Penalty: 2705.566895
	Iteration 20F: 3 clusters Score -480905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -480915.093750 Penalty: 2705.566895
	Iteration 21Q: 3 clusters Score -480915.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -480921.875000 Penalty: 2705.566895
	Iteration 22Q: 3 clusters Score -480921.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -480928.531250 Penalty: 2705.566895
	Iteration 23Q: 3 clusters Score -480928.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -480938.718750 Penalty: 2705.566895
	Iteration 24Q: 3 clusters Score -480938.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -480948.562500 Penalty: 2705.566895
	Iteration 25Q: 3 clusters Score -480948.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -480961.062500 Penalty: 2705.566895
	Iteration 26Q: 3 clusters Score -480961.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -480974.781250 Penalty: 2705.566895
	Iteration 27Q: 3 clusters Score -480974.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -480988.156250 Penalty: 2705.566895
	Iteration 28Q: 3 clusters Score -480988.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -480999.500000 Penalty: 2705.566895
	Iteration 29Q: 3 clusters Score -480999.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -481013.156250 Penalty: 2705.566895
	Iteration 30Q: 3 clusters Score -481013.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -481024.687500 Penalty: 2705.566895
	Iteration 31Q: 3 clusters Score -481024.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -481035.843750 Penalty: 2705.566895
	Iteration 32Q: 3 clusters Score -481035.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -481046.656250 Penalty: 2705.566895
	Iteration 33Q: 3 clusters Score -481046.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -481056.562500 Penalty: 2705.566895
	Iteration 34Q: 3 clusters Score -481056.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -481068.562500 Penalty: 2705.566895
	Iteration 35Q: 3 clusters Score -481068.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -481084.718750 Penalty: 2705.566895
	Iteration 36Q: 3 clusters Score -481084.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -481102.843750 Penalty: 2705.566895
	Iteration 37Q: 3 clusters Score -481102.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -481124.406250 Penalty: 2705.566895
	Iteration 38Q: 3 clusters Score -481124.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -481148.875000 Penalty: 2705.566895
	Iteration 39Q: 3 clusters Score -481148.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -481170.250000 Penalty: 2705.566895
	Iteration 40F: 3 clusters Score -481170.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -481184.781250 Penalty: 2705.566895
	Iteration 41Q: 3 clusters Score -481184.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -481194.937500 Penalty: 2705.566895
	Iteration 42Q: 3 clusters Score -481194.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -481208.500000 Penalty: 2705.566895
	Iteration 43Q: 3 clusters Score -481208.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -481218.718750 Penalty: 2705.566895
	Iteration 44Q: 3 clusters Score -481218.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -481227.968750 Penalty: 2705.566895
	Iteration 45Q: 3 clusters Score -481228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -481239.500000 Penalty: 2705.566895
	Iteration 46Q: 3 clusters Score -481239.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -481249.375000 Penalty: 2705.566895
	Iteration 47Q: 3 clusters Score -481249.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -481259.031250 Penalty: 2705.566895
	Iteration 48Q: 3 clusters Score -481259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -481268.062500 Penalty: 2705.566895
	Iteration 49Q: 3 clusters Score -481268.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -481272.937500 Penalty: 2705.566895
	Iteration 50Q: 3 clusters Score -481272.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -481278.843750 Penalty: 2705.566895
	Iteration 51Q: 3 clusters Score -481278.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -481282.812500 Penalty: 2705.566895
	Iteration 52Q: 3 clusters Score -481282.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -481290.593750 Penalty: 2705.566895
	Iteration 53Q: 3 clusters Score -481290.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -481297.750000 Penalty: 2705.566895
	Iteration 54Q: 3 clusters Score -481297.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -481305.156250 Penalty: 2705.566895
	Iteration 55Q: 3 clusters Score -481305.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -481310.156250 Penalty: 2705.566895
	Iteration 56Q: 3 clusters Score -481310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -481315.281250 Penalty: 2705.566895
	Iteration 57Q: 3 clusters Score -481315.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -481317.687500 Penalty: 2705.566895
	Iteration 58Q: 3 clusters Score -481317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -481321.625000 Penalty: 2705.566895
	Iteration 59Q: 3 clusters Score -481321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -481326.843750 Penalty: 2705.566895
	Iteration 60F: 3 clusters Score -481326.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -481333.781250 Penalty: 2705.566895
	Iteration 61Q: 3 clusters Score -481333.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -481340.250000 Penalty: 2705.566895
	Iteration 62Q: 3 clusters Score -481340.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -481348.937500 Penalty: 2705.566895
	Iteration 63Q: 3 clusters Score -481348.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -481354.187500 Penalty: 2705.566895
	Iteration 64Q: 3 clusters Score -481354.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -481361.000000 Penalty: 2705.566895
	Iteration 65Q: 3 clusters Score -481361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -481367.406250 Penalty: 2705.566895
	Iteration 66Q: 3 clusters Score -481367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -481371.750000 Penalty: 2705.566895
	Iteration 67Q: 3 clusters Score -481371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -481375.187500 Penalty: 2705.566895
	Iteration 68Q: 3 clusters Score -481375.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -481378.281250 Penalty: 2705.566895
	Iteration 69Q: 3 clusters Score -481378.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -481379.312500 Penalty: 2705.566895
	Iteration 70Q: 3 clusters Score -481379.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -481382.343750 Penalty: 2705.566895
	Iteration 71Q: 3 clusters Score -481382.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -481385.500000 Penalty: 2705.566895
	Iteration 72Q: 3 clusters Score -481385.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -481390.062500 Penalty: 2705.566895
	Iteration 73Q: 3 clusters Score -481390.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -481396.187500 Penalty: 2705.566895
	Iteration 74Q: 3 clusters Score -481396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -481402.281250 Penalty: 2705.566895
	Iteration 75Q: 3 clusters Score -481402.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -481405.562500 Penalty: 2705.566895
	Iteration 76Q: 3 clusters Score -481405.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -481408.343750 Penalty: 2705.566895
	Iteration 77Q: 3 clusters Score -481408.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -481410.781250 Penalty: 2705.566895
	Iteration 78Q: 3 clusters Score -481410.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -481418.968750 Penalty: 2705.566895
	Iteration 79Q: 3 clusters Score -481419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -481421.843750 Penalty: 2705.566895
	Iteration 80F: 3 clusters Score -481421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -481425.343750 Penalty: 2705.566895
	Iteration 81Q: 3 clusters Score -481425.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -481432.531250 Penalty: 2705.566895
	Iteration 82Q: 3 clusters Score -481432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -481438.625000 Penalty: 2705.566895
	Iteration 83Q: 3 clusters Score -481438.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -481447.125000 Penalty: 2705.566895
	Iteration 84Q: 3 clusters Score -481447.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -481453.500000 Penalty: 2705.566895
	Iteration 85Q: 3 clusters Score -481453.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -481456.531250 Penalty: 2705.566895
	Iteration 86Q: 3 clusters Score -481456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -481461.125000 Penalty: 2705.566895
	Iteration 87Q: 3 clusters Score -481461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -481462.625000 Penalty: 2705.566895
	Iteration 88Q: 3 clusters Score -481462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -481462.625000 Penalty: 2705.566895
	Iteration 89F: 3 clusters Score -481462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Entering Unmasked Estep 
Score: -6384740.000000 Penalty: 1770.409790
	Iteration 0F: 2 clusters Score -6384740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6348668.500000 Penalty: 3540.819580
	Iteration 0F: 3 clusters Score -6348668 nChanged 25401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -6362966.000000 Penalty: 3540.819580
	Iteration 1F: 3 clusters Score -6362966 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -6363358.500000 Penalty: 3540.819580
	Iteration 2Q: 3 clusters Score -6363358 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -6363762.000000 Penalty: 3540.819580
	Iteration 3Q: 3 clusters Score -6363762 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -6364216.000000 Penalty: 3540.819580
	Iteration 4Q: 3 clusters Score -6364216 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -6364815.500000 Penalty: 3540.819580
	Iteration 5Q: 3 clusters Score -6364816 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -6365614.500000 Penalty: 3540.819580
	Iteration 6Q: 3 clusters Score -6365614 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -6366759.500000 Penalty: 3540.819580
	Iteration 7Q: 3 clusters Score -6366760 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -6368534.000000 Penalty: 3540.819580
	Iteration 8F: 3 clusters Score -6368534 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -6371324.000000 Penalty: 3540.819580
	Iteration 9F: 3 clusters Score -6371324 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -6375046.500000 Penalty: 3540.819580
	Iteration 10F: 3 clusters Score -6375046 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -6377664.000000 Penalty: 3540.819580
	Iteration 11F: 3 clusters Score -6377664 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -6378684.000000 Penalty: 3540.819580
	Iteration 12Q: 3 clusters Score -6378684 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -6379061.000000 Penalty: 3540.819580
	Iteration 13Q: 3 clusters Score -6379061 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -6379291.000000 Penalty: 3540.819580
	Iteration 14Q: 3 clusters Score -6379291 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -6379462.000000 Penalty: 3540.819580
	Iteration 15Q: 3 clusters Score -6379462 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -6379647.500000 Penalty: 3540.819580
	Iteration 16Q: 3 clusters Score -6379648 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -6379824.500000 Penalty: 3540.819580
	Iteration 17Q: 3 clusters Score -6379824 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -6379932.500000 Penalty: 3540.819580
	Iteration 18Q: 3 clusters Score -6379932 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -6380029.500000 Penalty: 3540.819580
	Iteration 19Q: 3 clusters Score -6380030 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -6380102.500000 Penalty: 3540.819580
	Iteration 20F: 3 clusters Score -6380102 nChanged 433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -6380181.500000 Penalty: 3540.819580
	Iteration 21Q: 3 clusters Score -6380182 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6380290 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -6380371.500000 Penalty: 3540.819580
	Iteration 23Q: 3 clusters Score -6380372 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -6380465.500000 Penalty: 3540.819580
	Iteration 24Q: 3 clusters Score -6380466 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -6380538.000000 Penalty: 3540.819580
	Iteration 25Q: 3 clusters Score -6380538 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -6380600.000000 Penalty: 3540.819580
	Iteration 26Q: 3 clusters Score -6380600 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -6380674.500000 Penalty: 3540.819580
	Iteration 27Q: 3 clusters Score -6380674 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -6380757.000000 Penalty: 3540.819580
	Iteration 28Q: 3 clusters Score -6380757 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -6380823.000000 Penalty: 3540.819580
	Iteration 29Q: 3 clusters Score -6380823 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -6380855.000000 Penalty: 3540.819580
	Iteration 30Q: 3 clusters Score -6380855 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -6380906.500000 Penalty: 3540.819580
	Iteration 31Q: 3 clusters Score -6380906 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -6380952.000000 Penalty: 3540.819580
	Iteration 32Q: 3 clusters Score -6380952 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -6381023.500000 Penalty: 3540.819580
	Iteration 33Q: 3 clusters Score -6381024 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -6381116.500000 Penalty: 3540.819580
	Iteration 34Q: 3 clusters Score -6381116 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -6381135.000000 Penalty: 3540.819580
	Iteration 35Q: 3 clusters Score -6381135 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -6381210.500000 Penalty: 3540.819580
	Iteration 36Q: 3 clusters Score -6381210 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -6381263.000000 Penalty: 3540.819580
	Iteration 37Q: 3 clusters Score -6381263 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -6381345.000000 Penalty: 3540.819580
	Iteration 38Q: 3 clusters Score -6381345 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -6381408.000000 Penalty: 3540.819580
	Iteration 39Q: 3 clusters Score -6381408 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -6381474.500000 Penalty: 3540.819580
	Iteration 40F: 3 clusters Score -6381474 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -6381559.500000 Penalty: 3540.819580
	Iteration 41Q: 3 clusters Score -6381560 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -6381625.000000 Penalty: 3540.819580
	Iteration 42Q: 3 clusters Score -6381625 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -6381700.000000 Penalty: 3540.819580
	Iteration 43Q: 3 clusters Score -6381700 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -6381763.500000 Penalty: 3540.819580
	Iteration 44Q: 3 clusters Score -6381764 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -6381868.000000 Penalty: 3540.819580
	Iteration 45Q: 3 clusters Score -6381868 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -6381933.500000 Penalty: 3540.819580
	Iteration 46Q: 3 clusters Score -6381934 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -6381981.500000 Penalty: 3540.819580
	Iteration 47Q: 3 clusters Score -6381982 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -6382048.500000 Penalty: 3540.819580
	Iteration 48Q: 3 clusters Score -6382048 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -6382110.500000 Penalty: 3540.819580
	Iteration 49Q: 3 clusters Score -6382110 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -6382171.000000 Penalty: 3540.819580
	Iteration 50Q: 3 clusters Score -6382171 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -6382226.500000 Penalty: 3540.819580
	Iteration 51Q: 3 clusters Score -6382226 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -6382282.000000 Penalty: 3540.819580
	Iteration 52Q: 3 clusters Score -6382282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -6382358.000000 Penalty: 3540.819580
	Iteration 53Q: 3 clusters Score -6382358 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -6382420.000000 Penalty: 3540.819580
	Iteration 54Q: 3 clusters Score -6382420 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6382464.500000 Penalty: 3540.819580
	Iteration 55Q: 3 clusters Score -6382464 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -6382515.000000 Penalty: 3540.819580
	Iteration 56Q: 3 clusters Score -6382515 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -6382537.500000 Penalty: 3540.819580
	Iteration 57Q: 3 clusters Score -6382538 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6382591.500000 Penalty: 3540.819580
	Iteration 58Q: 3 clusters Score -6382592 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -6382655.500000 Penalty: 3540.819580
	Iteration 59Q: 3 clusters Score -6382656 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6382717.500000 Penalty: 3540.819580
	Iteration 60F: 3 clusters Score -6382718 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6382746.000000 Penalty: 3540.819580
	Iteration 61Q: 3 clusters Score -6382746 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -6382784.500000 Penalty: 3540.819580
	Iteration 62Q: 3 clusters Score -6382784 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6382828.500000 Penalty: 3540.819580
	Iteration 63Q: 3 clusters Score -6382828 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -6382858.500000 Penalty: 3540.819580
	Iteration 64Q: 3 clusters Score -6382858 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6382893.500000 Penalty: 3540.819580
	Iteration 65Q: 3 clusters Score -6382894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6382918.000000 Penalty: 3540.819580
	Iteration 66Q: 3 clusters Score -6382918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6382941.000000 Penalty: 3540.819580
	Iteration 67Q: 3 clusters Score -6382941 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6382962.000000 Penalty: 3540.819580
	Iteration 68Q: 3 clusters Score -6382962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6382958.000000 Penalty: 3540.819580
	Iteration 69Q: 3 clusters Score -6382958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6382987.000000 Penalty: 3540.819580
	Iteration 70Q: 3 clusters Score -6382987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6382977.500000 Penalty: 3540.819580
	Iteration 71Q: 3 clusters Score -6382978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6382975.500000 Penalty: 3540.819580
	Iteration 72Q: 3 clusters Score -6382976 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6382983.500000 Penalty: 3540.819580
	Iteration 73Q: 3 clusters Score -6382984 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6383001.500000 Penalty: 3540.819580
	Iteration 74Q: 3 clusters Score -6383002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6383009.500000 Penalty: 3540.819580
	Iteration 75Q: 3 clusters Score -6383010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6383021.000000 Penalty: 3540.819580
	Iteration 76Q: 3 clusters Score -6383021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6383034.000000 Penalty: 3540.819580
	Iteration 77Q: 3 clusters Score -6383034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6383039.500000 Penalty: 3540.819580
	Iteration 78Q: 3 clusters Score -6383040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52230 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6383049.000000 Penalty: 3540.819580
	Iteration 79Q: 3 clusters Score -6383049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6383067.500000 Penalty: 3540.819580
	Iteration 80F: 3 clusters Score -6383068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6383089.500000 Penalty: 3540.819580
	Iteration 81Q: 3 clusters Score -6383090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6383104.500000 Penalty: 3540.819580
	Iteration 82Q: 3 clusters Score -6383104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6383105.500000 Penalty: 3540.819580
	Iteration 83Q: 3 clusters Score -6383106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6383112.500000 Penalty: 3540.819580
	Iteration 84Q: 3 clusters Score -6383112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6383119.000000 Penalty: 3540.819580
	Iteration 85Q: 3 clusters Score -6383119 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6383134.000000 Penalty: 3540.819580
	Iteration 86Q: 3 clusters Score -6383134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6383142.000000 Penalty: 3540.819580
	Iteration 87Q: 3 clusters Score -6383142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6383144.000000 Penalty: 3540.819580
	Iteration 88Q: 3 clusters Score -6383144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6383147.000000 Penalty: 3540.819580
	Iteration 89Q: 3 clusters Score -6383147 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6383158.000000 Penalty: 3540.819580
	Iteration 90Q: 3 clusters Score -6383158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6383156.000000 Penalty: 3540.819580
	Iteration 91Q: 3 clusters Score -6383156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6383151.000000 Penalty: 3540.819580
	Iteration 92Q: 3 clusters Score -6383151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6383152.500000 Penalty: 3540.819580
	Iteration 93Q: 3 clusters Score -6383152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6383159.000000 Penalty: 3540.819580
	Iteration 94Q: 3 clusters Score -6383159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6383162.000000 Penalty: 3540.819580
	Iteration 95Q: 3 clusters Score -6383162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6383164.000000 Penalty: 3540.819580
	Iteration 96Q: 3 clusters Score -6383164 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6383156.500000 Penalty: 3540.819580
	Iteration 97Q: 3 clusters Score -6383156 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6383160.500000 Penalty: 3540.819580
	Iteration 98Q: 3 clusters Score -6383160 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6383155.000000 Penalty: 3540.819580
	Iteration 99Q: 3 clusters Score -6383155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6383160.000000 Penalty: 3540.819580
	Iteration 100F: 3 clusters Score -6383160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6383162.500000 Penalty: 3540.819580
	Iteration 101Q: 3 clusters Score -6383162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6383164.500000 Penalty: 3540.819580
	Iteration 102Q: 3 clusters Score -6383164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6383163.000000 Penalty: 3540.819580
	Iteration 103Q: 3 clusters Score -6383163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6383166.500000 Penalty: 3540.819580
	Iteration 104Q: 3 clusters Score -6383166 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6383167.500000 Penalty: 3540.819580
	Iteration 105Q: 3 clusters Score -6383168 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6383175.500000 Penalty: 3540.819580
	Iteration 106Q: 3 clusters Score -6383176 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6383174.500000 Penalty: 3540.819580
	Iteration 107Q: 3 clusters Score -6383174 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6383174.500000 Penalty: 3540.819580
	Iteration 108Q: 3 clusters Score -6383174 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6383173.500000 Penalty: 3540.819580
	Iteration 109Q: 3 clusters Score -6383174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6383189.500000 Penalty: 3540.819580
	Iteration 110Q: 3 clusters Score -6383190 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6383189.500000 Penalty: 3540.819580
	Iteration 111Q: 3 clusters Score -6383190 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6383185.500000 Penalty: 3540.819580
	Iteration 112Q: 3 clusters Score -6383186 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6383182.000000 Penalty: 3540.819580
	Iteration 113Q: 3 clusters Score -6383182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6383184.500000 Penalty: 3540.819580
	Iteration 114Q: 3 clusters Score -6383184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6383177.500000 Penalty: 3540.819580
	Iteration 115Q: 3 clusters Score -6383178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6383184.500000 Penalty: 3540.819580
	Iteration 116Q: 3 clusters Score -6383184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6383184.000000 Penalty: 3540.819580
	Iteration 117Q: 3 clusters Score -6383184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6383193.500000 Penalty: 3540.819580
	Iteration 118Q: 3 clusters Score -6383194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6383192.500000 Penalty: 3540.819580
	Iteration 119Q: 3 clusters Score -6383192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6383189.000000 Penalty: 3540.819580
	Iteration 120F: 3 clusters Score -6383189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6383192.000000 Penalty: 3540.819580
	Iteration 121Q: 3 clusters Score -6383192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6383189.000000 Penalty: 3540.819580
	Iteration 122Q: 3 clusters Score -6383189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6383195.000000 Penalty: 3540.819580
	Iteration 123Q: 3 clusters Score -6383195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6383198.000000 Penalty: 3540.819580
	Iteration 124Q: 3 clusters Score -6383198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6383206.500000 Penalty: 3540.819580
	Iteration 125Q: 3 clusters Score -6383206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6383210.000000 Penalty: 3540.819580
	Iteration 126Q: 3 clusters Score -6383210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6383209.000000 Penalty: 3540.819580
	Iteration 127Q: 3 clusters Score -6383209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6383213.000000 Penalty: 3540.819580
	Iteration 128Q: 3 clusters Score -6383213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6383212.000000 Penalty: 3540.819580
	Iteration 129Q: 3 clusters Score -6383212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6383212.500000 Penalty: 3540.819580
	Iteration 130Q: 3 clusters Score -6383212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6383213.000000 Penalty: 3540.819580
	Iteration 131Q: 3 clusters Score -6383213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6383211.000000 Penalty: 3540.819580
	Iteration 132Q: 3 clusters Score -6383211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6383206.500000 Penalty: 3540.819580
	Iteration 133Q: 3 clusters Score -6383206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6383210.500000 Penalty: 3540.819580
	Iteration 134Q: 3 clusters Score -6383210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6383207.500000 Penalty: 3540.819580
	Iteration 135Q: 3 clusters Score -6383208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6383204.500000 Penalty: 3540.819580
	Iteration 136Q: 3 clusters Score -6383204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6383211.000000 Penalty: 3540.819580
	Iteration 137Q: 3 clusters Score -6383211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6383211.500000 Penalty: 3540.819580
	Iteration 138Q: 3 clusters Score -6383212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6383211.500000 Penalty: 3540.819580
	Iteration 139F: 3 clusters Score -6383212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Entering Unmasked Estep 
Score: -336938.968750 Penalty: 1303.454224
	Iteration 0F: 2 clusters Score -336939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -334191.187500 Penalty: 2606.908447
	Iteration 0F: 3 clusters Score -334191.2 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -334793.687500 Penalty: 2606.908447
	Iteration 1F: 3 clusters Score -334793.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -334975.375000 Penalty: 2606.908447
	Iteration 2F: 3 clusters Score -334975.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -335151.406250 Penalty: 2606.908447
	Iteration 3F: 3 clusters Score -335151.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -335310.031250 Penalty: 2606.908447
	Iteration 4F: 3 clusters Score -335310 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -335414.500000 Penalty: 2606.908447
	Iteration 5Q: 3 clusters Score -335414.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -335485.218750 Penalty: 2606.908447
	Iteration 6Q: 3 clusters Score -335485.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -335536.750000 Penalty: 2606.908447
	Iteration 7Q: 3 clusters Score -335536.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -335595.718750 Penalty: 2606.908447
	Iteration 8Q: 3 clusters Score -335595.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -335642.875000 Penalty: 2606.908447
	Iteration 9Q: 3 clusters Score -335642.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -335680.156250 Penalty: 2606.908447
	Iteration 10Q: 3 clusters Score -335680.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -335702.468750 Penalty: 2606.908447
	Iteration 11Q: 3 clusters Score -335702.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -335724.218750 Penalty: 2606.908447
	Iteration 12Q: 3 clusters Score -335724.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -335736.656250 Penalty: 2606.908447
	Iteration 13Q: 3 clusters Score -335736.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -335742.562500 Penalty: 2606.908447
	Iteration 14Q: 3 clusters Score -335742.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -335747.875000 Penalty: 2606.908447
	Iteration 15Q: 3 clusters Score -335747.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -335753.031250 Penalty: 2606.908447
	Iteration 16Q: 3 clusters Score -335753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -335757.656250 Penalty: 2606.908447
	Iteration 17Q: 3 clusters Score -335757.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -335761.000000 Penalty: 2606.908447
	Iteration 18Q: 3 clusters Score -335761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -335766.468750 Penalty: 2606.908447
	Iteration 19Q: 3 clusters Score -335766.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -335773.687500 Penalty: 2606.908447
	Iteration 20F: 3 clusters Score -335773.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -335777.562500 Penalty: 2606.908447
	Iteration 21Q: 3 clusters Score -335777.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -335779.125000 Penalty: 2606.908447
	Iteration 22Q: 3 clusters Score -335779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -335782.125000 Penalty: 2606.908447
	Iteration 23Q: 3 clusters Score -335782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -335786.031250 Penalty: 2606.908447
	Iteration 24Q: 3 clusters Score -335786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -335786.812500 Penalty: 2606.908447
	Iteration 25Q: 3 clusters Score -335786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -335789.593750 Penalty: 2606.908447
	Iteration 26Q: 3 clusters Score -335789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -335790.843750 Penalty: 2606.908447
	Iteration 27Q: 3 clusters Score -335790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -335792.312500 Penalty: 2606.908447
	Iteration 28Q: 3 clusters Score -335792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -335793.812500 Penalty: 2606.908447
	Iteration 29Q: 3 clusters Score -335793.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -335796.468750 Penalty: 2606.908447
	Iteration 30Q: 3 clusters Score -335796.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -335797.562500 Penalty: 2606.908447
	Iteration 31Q: 3 clusters Score -335797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -335798.406250 Penalty: 2606.908447
	Iteration 32Q: 3 clusters Score -335798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -335799.343750 Penalty: 2606.908447
	Iteration 33Q: 3 clusters Score -335799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -335801.187500 Penalty: 2606.908447
	Iteration 34Q: 3 clusters Score -335801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -335801.500000 Penalty: 2606.908447
	Iteration 35Q: 3 clusters Score -335801.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -335801.656250 Penalty: 2606.908447
	Iteration 36Q: 3 clusters Score -335801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -335801.656250 Penalty: 2606.908447
	Iteration 37F: 3 clusters Score -335801.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Entering Unmasked Estep 
Score: -7243161.000000 Penalty: 1793.554443
	Iteration 0F: 2 clusters Score -7243161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -7201808.500000 Penalty: 3587.108887
	Iteration 0F: 3 clusters Score -7201808 nChanged 29166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -7218367.500000 Penalty: 3587.108887
	Iteration 1F: 3 clusters Score -7218368 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -7218922.500000 Penalty: 3587.108887
	Iteration 2Q: 3 clusters Score -7218922 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -7219539.000000 Penalty: 3587.108887
	Iteration 3Q: 3 clusters Score -7219539 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -7220473.000000 Penalty: 3587.108887
	Iteration 4Q: 3 clusters Score -7220473 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -7221925.000000 Penalty: 3587.108887
	Iteration 5Q: 3 clusters Score -7221925 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -7224128.500000 Penalty: 3587.108887
	Iteration 6F: 3 clusters Score -7224128 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -7227054.500000 Penalty: 3587.108887
	Iteration 7F: 3 clusters Score -7227054 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -7230065.500000 Penalty: 3587.108887
	Iteration 8F: 3 clusters Score -7230066 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -7232486.500000 Penalty: 3587.108887
	Iteration 9F: 3 clusters Score -7232486 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -7233949.500000 Penalty: 3587.108887
	Iteration 10Q: 3 clusters Score -7233950 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -7234860.000000 Penalty: 3587.108887
	Iteration 11Q: 3 clusters Score -7234860 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -7235402.000000 Penalty: 3587.108887
	Iteration 12Q: 3 clusters Score -7235402 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -7235853.000000 Penalty: 3587.108887
	Iteration 13Q: 3 clusters Score -7235853 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -7236267.000000 Penalty: 3587.108887
	Iteration 14Q: 3 clusters Score -7236267 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -7236605.000000 Penalty: 3587.108887
	Iteration 15Q: 3 clusters Score -7236605 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -7237051.500000 Penalty: 3587.108887
	Iteration 16Q: 3 clusters Score -7237052 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -7237528.000000 Penalty: 3587.108887
	Iteration 17Q: 3 clusters Score -7237528 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -7237957.000000 Penalty: 3587.108887
	Iteration 18Q: 3 clusters Score -7237957 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -7238359.500000 Penalty: 3587.108887
	Iteration 19Q: 3 clusters Score -7238360 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -7238791.000000 Penalty: 3587.108887
	Iteration 20F: 3 clusters Score -7238791 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -7239190.500000 Penalty: 3587.108887
	Iteration 21Q: 3 clusters Score -7239190 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -7239662.500000 Penalty: 3587.108887
	Iteration 22Q: 3 clusters Score -7239662 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -7240092.500000 Penalty: 3587.108887
	Iteration 23Q: 3 clusters Score -7240092 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -7240491.000000 Penalty: 3587.108887
	Iteration 24Q: 3 clusters Score -7240491 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -7240757.000000 Penalty: 3587.108887
	Iteration 25Q: 3 clusters Score -7240757 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -7240963.000000 Penalty: 3587.108887
	Iteration 26Q: 3 clusters Score -7240963 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -7241119.500000 Penalty: 3587.108887
	Iteration 27Q: 3 clusters Score -7241120 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -7241228.000000 Penalty: 3587.108887
	Iteration 28Q: 3 clusters Score -7241228 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -7241302.500000 Penalty: 3587.108887
	Iteration 29Q: 3 clusters Score -7241302 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -7241361.000000 Penalty: 3587.108887
	Iteration 30Q: 3 clusters Score -7241361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -7241420.500000 Penalty: 3587.108887
	Iteration 31Q: 3 clusters Score -7241420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -7241443.500000 Penalty: 3587.108887
	Iteration 32Q: 3 clusters Score -7241444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -7241469.000000 Penalty: 3587.108887
	Iteration 33Q: 3 clusters Score -7241469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 61521 members 
Entering Unmasked Estep 
Score: -7241489.000000 Penalty: 3587.108887
	Iteration 34Q: 3 clusters Score -7241489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -7241516.000000 Penalty: 3587.108887
	Iteration 35Q: 3 clusters Score -7241516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -7241533.000000 Penalty: 3587.108887
	Iteration 36Q: 3 clusters Score -7241533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -7241537.000000 Penalty: 3587.108887
	Iteration 37Q: 3 clusters Score -7241537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 61619 members 
Entering Unmasked Estep 
Score: -7241563.500000 Penalty: 3587.108887
	Iteration 38Q: 3 clusters Score -7241564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -7241577.000000 Penalty: 3587.108887
	Iteration 39Q: 3 clusters Score -7241577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -7241586.500000 Penalty: 3587.108887
	Iteration 40F: 3 clusters Score -7241586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -7241603.500000 Penalty: 3587.108887
	Iteration 41Q: 3 clusters Score -7241604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -7241601.500000 Penalty: 3587.108887
	Iteration 42Q: 3 clusters Score -7241602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -7241605.000000 Penalty: 3587.108887
	Iteration 43Q: 3 clusters Score -7241605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -7241605.000000 Penalty: 3587.108887
	Iteration 44Q: 3 clusters Score -7241605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -7241611.000000 Penalty: 3587.108887
	Iteration 45Q: 3 clusters Score -7241611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -7241608.000000 Penalty: 3587.108887
	Iteration 46Q: 3 clusters Score -7241608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -7241611.000000 Penalty: 3587.108887
	Iteration 47Q: 3 clusters Score -7241611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -7241611.000000 Penalty: 3587.108887
	Iteration 48F: 3 clusters Score -7241611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -142269.968750 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -142270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140645.812500 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -140645.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -140933.609375 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -140933.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140992.531250 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -140992.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -141033.437500 Penalty: 2314.406982
	Iteration 3Q: 3 clusters Score -141033.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -141061.140625 Penalty: 2314.406982
	Iteration 4Q: 3 clusters Score -141061.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -141074.156250 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -141074.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -141083.281250 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -141083.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -141096.156250 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -141096.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -141102.968750 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -141103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141110.125000 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -141110.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141119.140625 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -141119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141125.578125 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -141125.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -141135.281250 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -141135.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141142.015625 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -141142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141145.703125 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -141145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -141147.500000 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -141147.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -141147.984375 Penalty: 2314.406982
	Iteration 16Q: 3 clusters Score -141148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -141147.984375 Penalty: 2314.406982
	Iteration 17F: 3 clusters Score -141148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Entering Unmasked Estep 
Score: -8203085.000000 Penalty: 1814.709839
	Iteration 0F: 2 clusters Score -8203085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -8155814.500000 Penalty: 3629.419678
	Iteration 0F: 3 clusters Score -8155814 nChanged 33545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -8175251.500000 Penalty: 3629.419678
	Iteration 1F: 3 clusters Score -8175252 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -8175859.000000 Penalty: 3629.419678
	Iteration 2Q: 3 clusters Score -8175859 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -8176541.000000 Penalty: 3629.419678
	Iteration 3Q: 3 clusters Score -8176541 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -8177453.500000 Penalty: 3629.419678
	Iteration 4Q: 3 clusters Score -8177454 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -8178641.500000 Penalty: 3629.419678
	Iteration 5Q: 3 clusters Score -8178642 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -8180327.500000 Penalty: 3629.419678
	Iteration 6Q: 3 clusters Score -8180328 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -8182767.000000 Penalty: 3629.419678
	Iteration 7F: 3 clusters Score -8182767 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -8185846.000000 Penalty: 3629.419678
	Iteration 8F: 3 clusters Score -8185846 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -8188909.000000 Penalty: 3629.419678
	Iteration 9F: 3 clusters Score -8188909 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -8191380.000000 Penalty: 3629.419678
	Iteration 10Q: 3 clusters Score -8191380 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -8192989.500000 Penalty: 3629.419678
	Iteration 11Q: 3 clusters Score -8192990 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -8194135.500000 Penalty: 3629.419678
	Iteration 12Q: 3 clusters Score -8194136 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -8195016.500000 Penalty: 3629.419678
	Iteration 13Q: 3 clusters Score -8195016 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -8195947.500000 Penalty: 3629.419678
	Iteration 14Q: 3 clusters Score -8195948 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -8196736.000000 Penalty: 3629.419678
	Iteration 15Q: 3 clusters Score -8196736 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -8197520.000000 Penalty: 3629.419678
	Iteration 16Q: 3 clusters Score -8197520 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -8198180.000000 Penalty: 3629.419678
	Iteration 17Q: 3 clusters Score -8198180 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -8198692.000000 Penalty: 3629.419678
	Iteration 18Q: 3 clusters Score -8198692 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -8199130.000000 Penalty: 3629.419678
	Iteration 19Q: 3 clusters Score -8199130 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -8199533.500000 Penalty: 3629.419678
	Iteration 20F: 3 clusters Score -8199534 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8199868.500000 Penalty: 3629.419678
	Iteration 21Q: 3 clusters Score -8199868 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -8200131.500000 Penalty: 3629.419678
	Iteration 22Q: 3 clusters Score -8200132 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -8200378.000000 Penalty: 3629.419678
	Iteration 23Q: 3 clusters Score -8200378 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -8200621.000000 Penalty: 3629.419678
	Iteration 24Q: 3 clusters Score -8200621 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8200756.500000 Penalty: 3629.419678
	Iteration 25Q: 3 clusters Score -8200756 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8200918.500000 Penalty: 3629.419678
	Iteration 26Q: 3 clusters Score -8200918 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8201030.000000 Penalty: 3629.419678
	Iteration 27Q: 3 clusters Score -8201030 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8201108.500000 Penalty: 3629.419678
	Iteration 28Q: 3 clusters Score -8201108 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69442 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8201175.500000 Penalty: 3629.419678
	Iteration 29Q: 3 clusters Score -8201176 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8201238.000000 Penalty: 3629.419678
	Iteration 30Q: 3 clusters Score -8201238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8201288.000000 Penalty: 3629.419678
	Iteration 31Q: 3 clusters Score -8201288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8201308.500000 Penalty: 3629.419678
	Iteration 32Q: 3 clusters Score -8201308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8201342.500000 Penalty: 3629.419678
	Iteration 33Q: 3 clusters Score -8201342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8201370.500000 Penalty: 3629.419678
	Iteration 34Q: 3 clusters Score -8201370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8201389.000000 Penalty: 3629.419678
	Iteration 35Q: 3 clusters Score -8201389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8201403.000000 Penalty: 3629.419678
	Iteration 36Q: 3 clusters Score -8201403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8201419.500000 Penalty: 3629.419678
	Iteration 37Q: 3 clusters Score -8201420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69981 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8201434.000000 Penalty: 3629.419678
	Iteration 38Q: 3 clusters Score -8201434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8201441.000000 Penalty: 3629.419678
	Iteration 39Q: 3 clusters Score -8201441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8201445.500000 Penalty: 3629.419678
	Iteration 40F: 3 clusters Score -8201446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8201455.000000 Penalty: 3629.419678
	Iteration 41Q: 3 clusters Score -8201455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8201464.500000 Penalty: 3629.419678
	Iteration 42Q: 3 clusters Score -8201464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8201469.000000 Penalty: 3629.419678
	Iteration 43Q: 3 clusters Score -8201469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8201473.000000 Penalty: 3629.419678
	Iteration 44Q: 3 clusters Score -8201473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8201469.000000 Penalty: 3629.419678
	Iteration 45Q: 3 clusters Score -8201469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8201475.000000 Penalty: 3629.419678
	Iteration 46Q: 3 clusters Score -8201475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8201471.000000 Penalty: 3629.419678
	Iteration 47Q: 3 clusters Score -8201471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8201479.500000 Penalty: 3629.419678
	Iteration 48Q: 3 clusters Score -8201480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70053 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8201478.500000 Penalty: 3629.419678
	Iteration 49Q: 3 clusters Score -8201478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8201488.500000 Penalty: 3629.419678
	Iteration 50Q: 3 clusters Score -8201488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8201493.000000 Penalty: 3629.419678
	Iteration 51Q: 3 clusters Score -8201493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8201494.500000 Penalty: 3629.419678
	Iteration 52Q: 3 clusters Score -8201494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8201486.500000 Penalty: 3629.419678
	Iteration 53Q: 3 clusters Score -8201486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8201492.500000 Penalty: 3629.419678
	Iteration 54Q: 3 clusters Score -8201492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8201494.000000 Penalty: 3629.419678
	Iteration 55Q: 3 clusters Score -8201494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8201493.000000 Penalty: 3629.419678
	Iteration 56Q: 3 clusters Score -8201493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8201497.500000 Penalty: 3629.419678
	Iteration 57Q: 3 clusters Score -8201498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8201497.500000 Penalty: 3629.419678
	Iteration 58Q: 3 clusters Score -8201498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8201493.500000 Penalty: 3629.419678
	Iteration 59Q: 3 clusters Score -8201494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8201498.000000 Penalty: 3629.419678
	Iteration 60F: 3 clusters Score -8201498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8201496.000000 Penalty: 3629.419678
	Iteration 61Q: 3 clusters Score -8201496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8201497.000000 Penalty: 3629.419678
	Iteration 62Q: 3 clusters Score -8201497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8201491.500000 Penalty: 3629.419678
	Iteration 63Q: 3 clusters Score -8201492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70087 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8201491.500000 Penalty: 3629.419678
	Iteration 64F: 3 clusters Score -8201492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -41237.027344 Penalty: 977.625549
	Iteration 0F: 2 clusters Score -41237.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40260.230469 Penalty: 1955.251099
	Iteration 0F: 3 clusters Score -40260.23 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40424.648438 Penalty: 1955.251099
	Iteration 1F: 3 clusters Score -40424.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40465.117188 Penalty: 1955.251099
	Iteration 2Q: 3 clusters Score -40465.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40529.785156 Penalty: 1955.251099
	Iteration 3Q: 3 clusters Score -40529.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40601.566406 Penalty: 1955.251099
	Iteration 4Q: 3 clusters Score -40601.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40663.742188 Penalty: 1955.251099
	Iteration 5Q: 3 clusters Score -40663.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40743.000000 Penalty: 1955.251099
	Iteration 6Q: 3 clusters Score -40743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40818.269531 Penalty: 1955.251099
	Iteration 7F: 3 clusters Score -40818.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40919.316406 Penalty: 1955.251099
	Iteration 8Q: 3 clusters Score -40919.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40982.660156 Penalty: 1955.251099
	Iteration 9Q: 3 clusters Score -40982.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41025.859375 Penalty: 1955.251099
	Iteration 10Q: 3 clusters Score -41025.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41069.726562 Penalty: 1955.251099
	Iteration 11Q: 3 clusters Score -41069.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41072.644531 Penalty: 1955.251099
	Iteration 12Q: 3 clusters Score -41072.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41072.644531 Penalty: 1955.251099
	Iteration 13F: 3 clusters Score -41072.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -547283.437500 Penalty: 1375.057495
	Iteration 0F: 2 clusters Score -547283.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -543479.875000 Penalty: 2750.114990
	Iteration 0F: 3 clusters Score -543479.9 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -544459.875000 Penalty: 2750.114990
	Iteration 1F: 3 clusters Score -544459.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -544653.000000 Penalty: 2750.114990
	Iteration 2F: 3 clusters Score -544653 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -544865.562500 Penalty: 2750.114990
	Iteration 3F: 3 clusters Score -544865.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -545098.562500 Penalty: 2750.114990
	Iteration 4F: 3 clusters Score -545098.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -545313.375000 Penalty: 2750.114990
	Iteration 5F: 3 clusters Score -545313.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -545511.312500 Penalty: 2750.114990
	Iteration 6F: 3 clusters Score -545511.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -545672.750000 Penalty: 2750.114990
	Iteration 7F: 3 clusters Score -545672.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -545824.437500 Penalty: 2750.114990
	Iteration 8Q: 3 clusters Score -545824.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -545959.937500 Penalty: 2750.114990
	Iteration 9Q: 3 clusters Score -545959.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -546064.250000 Penalty: 2750.114990
	Iteration 10Q: 3 clusters Score -546064.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -546145.437500 Penalty: 2750.114990
	Iteration 11Q: 3 clusters Score -546145.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -546210.312500 Penalty: 2750.114990
	Iteration 12Q: 3 clusters Score -546210.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -546251.375000 Penalty: 2750.114990
	Iteration 13Q: 3 clusters Score -546251.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -546280.125000 Penalty: 2750.114990
	Iteration 14Q: 3 clusters Score -546280.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -546304.062500 Penalty: 2750.114990
	Iteration 15Q: 3 clusters Score -546304.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -546323.375000 Penalty: 2750.114990
	Iteration 16Q: 3 clusters Score -546323.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -546354.437500 Penalty: 2750.114990
	Iteration 17Q: 3 clusters Score -546354.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -546394.250000 Penalty: 2750.114990
	Iteration 18Q: 3 clusters Score -546394.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -546433.375000 Penalty: 2750.114990
	Iteration 19Q: 3 clusters Score -546433.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -546459.625000 Penalty: 2750.114990
	Iteration 20F: 3 clusters Score -546459.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -546472.062500 Penalty: 2750.114990
	Iteration 21Q: 3 clusters Score -546472.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -546480.312500 Penalty: 2750.114990
	Iteration 22Q: 3 clusters Score -546480.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -546481.750000 Penalty: 2750.114990
	Iteration 23Q: 3 clusters Score -546481.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -546483.750000 Penalty: 2750.114990
	Iteration 24Q: 3 clusters Score -546483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -546485.000000 Penalty: 2750.114990
	Iteration 25Q: 3 clusters Score -546485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -546486.000000 Penalty: 2750.114990
	Iteration 26Q: 3 clusters Score -546486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -546487.375000 Penalty: 2750.114990
	Iteration 27Q: 3 clusters Score -546487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -546488.000000 Penalty: 2750.114990
	Iteration 28Q: 3 clusters Score -546488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -546488.000000 Penalty: 2750.114990
	Iteration 29F: 3 clusters Score -546488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Entering Unmasked Estep 
Score: -1833603.375000 Penalty: 1570.620605
	Iteration 0F: 2 clusters Score -1833603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1822668.250000 Penalty: 3141.241211
	Iteration 0F: 3 clusters Score -1822668 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1826468.750000 Penalty: 3141.241211
	Iteration 1F: 3 clusters Score -1826469 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1826746.500000 Penalty: 3141.241211
	Iteration 2Q: 3 clusters Score -1826746 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1826998.875000 Penalty: 3141.241211
	Iteration 3Q: 3 clusters Score -1826999 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1827285.125000 Penalty: 3141.241211
	Iteration 4Q: 3 clusters Score -1827285 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1827706.875000 Penalty: 3141.241211
	Iteration 5F: 3 clusters Score -1827707 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1828323.875000 Penalty: 3141.241211
	Iteration 6F: 3 clusters Score -1828324 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1829176.375000 Penalty: 3141.241211
	Iteration 7F: 3 clusters Score -1829176 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1830183.375000 Penalty: 3141.241211
	Iteration 8F: 3 clusters Score -1830183 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1831083.375000 Penalty: 3141.241211
	Iteration 9F: 3 clusters Score -1831083 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1831615.625000 Penalty: 3141.241211
	Iteration 10Q: 3 clusters Score -1831616 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1831905.875000 Penalty: 3141.241211
	Iteration 11Q: 3 clusters Score -1831906 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1832044.375000 Penalty: 3141.241211
	Iteration 12Q: 3 clusters Score -1832044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1832104.500000 Penalty: 3141.241211
	Iteration 13Q: 3 clusters Score -1832104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1832145.375000 Penalty: 3141.241211
	Iteration 14Q: 3 clusters Score -1832145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1832171.875000 Penalty: 3141.241211
	Iteration 15Q: 3 clusters Score -1832172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1832191.625000 Penalty: 3141.241211
	Iteration 16Q: 3 clusters Score -1832192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1832208.125000 Penalty: 3141.241211
	Iteration 17Q: 3 clusters Score -1832208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1832215.250000 Penalty: 3141.241211
	Iteration 18Q: 3 clusters Score -1832215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1832226.375000 Penalty: 3141.241211
	Iteration 19Q: 3 clusters Score -1832226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1832239.375000 Penalty: 3141.241211
	Iteration 20F: 3 clusters Score -1832239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1832245.125000 Penalty: 3141.241211
	Iteration 21Q: 3 clusters Score -1832245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1832248.500000 Penalty: 3141.241211
	Iteration 22Q: 3 clusters Score -1832248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1832247.750000 Penalty: 3141.241211
	Iteration 23Q: 3 clusters Score -1832248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1832251.625000 Penalty: 3141.241211
	Iteration 24Q: 3 clusters Score -1832252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1832256.375000 Penalty: 3141.241211
	Iteration 25Q: 3 clusters Score -1832256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1832255.875000 Penalty: 3141.241211
	Iteration 26Q: 3 clusters Score -1832256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1832255.875000 Penalty: 3141.241211
	Iteration 27F: 3 clusters Score -1832256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -266711.156250 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -266711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -264447.312500 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -264447.3 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -264979.843750 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -264979.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -265135.593750 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -265135.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -265269.218750 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -265269.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -265408.218750 Penalty: 2522.013184
	Iteration 4F: 3 clusters Score -265408.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -265590.906250 Penalty: 2522.013184
	Iteration 5F: 3 clusters Score -265590.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -265839.500000 Penalty: 2522.013184
	Iteration 6F: 3 clusters Score -265839.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -266118.718750 Penalty: 2522.013184
	Iteration 7F: 3 clusters Score -266118.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -266314.812500 Penalty: 2522.013184
	Iteration 8F: 3 clusters Score -266314.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -266418.250000 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -266418.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -266474.812500 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -266474.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -266498.843750 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -266498.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -266509.500000 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -266509.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -266515.406250 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -266515.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -266519.093750 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -266519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -266520.875000 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -266520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -266521.406250 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -266521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -266522.718750 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -266522.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -266524.531250 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -266524.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -266525.000000 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -266525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -266525.000000 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -266525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -18273.091797 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18273.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17547.060547 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17547.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17651.943359 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -17651.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17675.769531 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -17675.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17685.125000 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -17685.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17685.125000 Penalty: 1731.559692
	Iteration 4F: 3 clusters Score -17685.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Entering Unmasked Estep 
Score: -3864877.750000 Penalty: 1692.470459
	Iteration 0F: 2 clusters Score -3864878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3842333.750000 Penalty: 3384.940918
	Iteration 0F: 3 clusters Score -3842334 nChanged 15384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3851000.750000 Penalty: 3384.940918
	Iteration 1F: 3 clusters Score -3851001 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3851344.750000 Penalty: 3384.940918
	Iteration 2Q: 3 clusters Score -3851345 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3851666.500000 Penalty: 3384.940918
	Iteration 3Q: 3 clusters Score -3851666 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3851948.250000 Penalty: 3384.940918
	Iteration 4Q: 3 clusters Score -3851948 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3852182.250000 Penalty: 3384.940918
	Iteration 5Q: 3 clusters Score -3852182 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3852403.000000 Penalty: 3384.940918
	Iteration 6Q: 3 clusters Score -3852403 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3852658.000000 Penalty: 3384.940918
	Iteration 7Q: 3 clusters Score -3852658 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3852947.250000 Penalty: 3384.940918
	Iteration 8Q: 3 clusters Score -3852947 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3853315.250000 Penalty: 3384.940918
	Iteration 9Q: 3 clusters Score -3853315 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3853864.000000 Penalty: 3384.940918
	Iteration 10Q: 3 clusters Score -3853864 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3854603.750000 Penalty: 3384.940918
	Iteration 11Q: 3 clusters Score -3854604 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3855688.250000 Penalty: 3384.940918
	Iteration 12Q: 3 clusters Score -3855688 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3856886.250000 Penalty: 3384.940918
	Iteration 13F: 3 clusters Score -3856886 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3857817.000000 Penalty: 3384.940918
	Iteration 14Q: 3 clusters Score -3857817 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3858369.000000 Penalty: 3384.940918
	Iteration 15Q: 3 clusters Score -3858369 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3858639.000000 Penalty: 3384.940918
	Iteration 16Q: 3 clusters Score -3858639 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3858799.500000 Penalty: 3384.940918
	Iteration 17Q: 3 clusters Score -3858800 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3858929.750000 Penalty: 3384.940918
	Iteration 18Q: 3 clusters Score -3858930 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3859037.000000 Penalty: 3384.940918
	Iteration 19Q: 3 clusters Score -3859037 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3859150.000000 Penalty: 3384.940918
	Iteration 20F: 3 clusters Score -3859150 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3859244.000000 Penalty: 3384.940918
	Iteration 21Q: 3 clusters Score -3859244 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3859328.250000 Penalty: 3384.940918
	Iteration 22Q: 3 clusters Score -3859328 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3859401.000000 Penalty: 3384.940918
	Iteration 23Q: 3 clusters Score -3859401 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3859495.500000 Penalty: 3384.940918
	Iteration 24Q: 3 clusters Score -3859496 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3859591.500000 Penalty: 3384.940918
	Iteration 25Q: 3 clusters Score -3859592 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3859666.750000 Penalty: 3384.940918
	Iteration 26Q: 3 clusters Score -3859667 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3859743.000000 Penalty: 3384.940918
	Iteration 27Q: 3 clusters Score -3859743 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3859828.500000 Penalty: 3384.940918
	Iteration 28Q: 3 clusters Score -3859828 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3859893.250000 Penalty: 3384.940918
	Iteration 29Q: 3 clusters Score -3859893 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3859959.750000 Penalty: 3384.940918
	Iteration 30Q: 3 clusters Score -3859960 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3860000.250000 Penalty: 3384.940918
	Iteration 31Q: 3 clusters Score -3860000 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3860046.000000 Penalty: 3384.940918
	Iteration 32Q: 3 clusters Score -3860046 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3860081.000000 Penalty: 3384.940918
	Iteration 33Q: 3 clusters Score -3860081 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3860118.750000 Penalty: 3384.940918
	Iteration 34Q: 3 clusters Score -3860119 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3860168.750000 Penalty: 3384.940918
	Iteration 35Q: 3 clusters Score -3860169 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3860218.250000 Penalty: 3384.940918
	Iteration 36Q: 3 clusters Score -3860218 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3860247.000000 Penalty: 3384.940918
	Iteration 37Q: 3 clusters Score -3860247 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -3860271.000000 Penalty: 3384.940918
	Iteration 38Q: 3 clusters Score -3860271 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3860311.750000 Penalty: 3384.940918
	Iteration 39Q: 3 clusters Score -3860312 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3860354.500000 Penalty: 3384.940918
	Iteration 40F: 3 clusters Score -3860354 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3860394.500000 Penalty: 3384.940918
	Iteration 41Q: 3 clusters Score -3860394 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3860422.500000 Penalty: 3384.940918
	Iteration 42Q: 3 clusters Score -3860422 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3860437.500000 Penalty: 3384.940918
	Iteration 43Q: 3 clusters Score -3860438 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3860480.250000 Penalty: 3384.940918
	Iteration 44Q: 3 clusters Score -3860480 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3860512.750000 Penalty: 3384.940918
	Iteration 45Q: 3 clusters Score -3860513 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3860540.000000 Penalty: 3384.940918
	Iteration 46Q: 3 clusters Score -3860540 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3860583.500000 Penalty: 3384.940918
	Iteration 47Q: 3 clusters Score -3860584 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3860631.500000 Penalty: 3384.940918
	Iteration 48Q: 3 clusters Score -3860632 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3860669.000000 Penalty: 3384.940918
	Iteration 49Q: 3 clusters Score -3860669 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3860717.500000 Penalty: 3384.940918
	Iteration 50Q: 3 clusters Score -3860718 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3860781.500000 Penalty: 3384.940918
	Iteration 51Q: 3 clusters Score -3860782 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3860837.750000 Penalty: 3384.940918
	Iteration 52Q: 3 clusters Score -3860838 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3860915.500000 Penalty: 3384.940918
	Iteration 53Q: 3 clusters Score -3860916 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3860991.000000 Penalty: 3384.940918
	Iteration 54Q: 3 clusters Score -3860991 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3861094.500000 Penalty: 3384.940918
	Iteration 55Q: 3 clusters Score -3861094 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3861196.000000 Penalty: 3384.940918
	Iteration 56Q: 3 clusters Score -3861196 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3861310.500000 Penalty: 3384.940918
	Iteration 57Q: 3 clusters Score -3861310 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3861411.000000 Penalty: 3384.940918
	Iteration 58Q: 3 clusters Score -3861411 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3861560.750000 Penalty: 3384.940918
	Iteration 59Q: 3 clusters Score -3861561 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3861759.500000 Penalty: 3384.940918
	Iteration 60F: 3 clusters Score -3861760 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3861918.000000 Penalty: 3384.940918
	Iteration 61Q: 3 clusters Score -3861918 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3862104.250000 Penalty: 3384.940918
	Iteration 62Q: 3 clusters Score -3862104 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3862299.500000 Penalty: 3384.940918
	Iteration 63Q: 3 clusters Score -3862300 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3862479.250000 Penalty: 3384.940918
	Iteration 64Q: 3 clusters Score -3862479 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3862641.250000 Penalty: 3384.940918
	Iteration 65Q: 3 clusters Score -3862641 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3862766.500000 Penalty: 3384.940918
	Iteration 66Q: 3 clusters Score -3862766 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3862892.250000 Penalty: 3384.940918
	Iteration 67Q: 3 clusters Score -3862892 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3862997.000000 Penalty: 3384.940918
	Iteration 68Q: 3 clusters Score -3862997 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3863088.000000 Penalty: 3384.940918
	Iteration 69Q: 3 clusters Score -3863088 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3863151.250000 Penalty: 3384.940918
	Iteration 70Q: 3 clusters Score -3863151 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3863189.250000 Penalty: 3384.940918
	Iteration 71Q: 3 clusters Score -3863189 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3863243.500000 Penalty: 3384.940918
	Iteration 72Q: 3 clusters Score -3863244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3863280.500000 Penalty: 3384.940918
	Iteration 73Q: 3 clusters Score -3863280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3863304.250000 Penalty: 3384.940918
	Iteration 74Q: 3 clusters Score -3863304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3863335.250000 Penalty: 3384.940918
	Iteration 75Q: 3 clusters Score -3863335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3863353.750000 Penalty: 3384.940918
	Iteration 76Q: 3 clusters Score -3863354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3863371.750000 Penalty: 3384.940918
	Iteration 77Q: 3 clusters Score -3863372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3863384.250000 Penalty: 3384.940918
	Iteration 78Q: 3 clusters Score -3863384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3863401.000000 Penalty: 3384.940918
	Iteration 79Q: 3 clusters Score -3863401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3863405.000000 Penalty: 3384.940918
	Iteration 80F: 3 clusters Score -3863405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3863410.250000 Penalty: 3384.940918
	Iteration 81Q: 3 clusters Score -3863410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3863420.000000 Penalty: 3384.940918
	Iteration 82Q: 3 clusters Score -3863420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3863420.500000 Penalty: 3384.940918
	Iteration 83Q: 3 clusters Score -3863420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3863425.250000 Penalty: 3384.940918
	Iteration 84Q: 3 clusters Score -3863425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3863429.000000 Penalty: 3384.940918
	Iteration 85Q: 3 clusters Score -3863429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3863438.000000 Penalty: 3384.940918
	Iteration 86Q: 3 clusters Score -3863438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3863438.500000 Penalty: 3384.940918
	Iteration 87Q: 3 clusters Score -3863438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3863442.750000 Penalty: 3384.940918
	Iteration 88Q: 3 clusters Score -3863443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3863441.500000 Penalty: 3384.940918
	Iteration 89Q: 3 clusters Score -3863442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3863448.250000 Penalty: 3384.940918
	Iteration 90Q: 3 clusters Score -3863448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3863451.750000 Penalty: 3384.940918
	Iteration 91Q: 3 clusters Score -3863452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3863456.250000 Penalty: 3384.940918
	Iteration 92Q: 3 clusters Score -3863456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3863457.250000 Penalty: 3384.940918
	Iteration 93Q: 3 clusters Score -3863457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3863457.750000 Penalty: 3384.940918
	Iteration 94Q: 3 clusters Score -3863458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3863465.000000 Penalty: 3384.940918
	Iteration 95Q: 3 clusters Score -3863465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3863467.000000 Penalty: 3384.940918
	Iteration 96Q: 3 clusters Score -3863467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3863466.250000 Penalty: 3384.940918
	Iteration 97Q: 3 clusters Score -3863466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3863464.000000 Penalty: 3384.940918
	Iteration 98Q: 3 clusters Score -3863464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3863466.750000 Penalty: 3384.940918
	Iteration 99Q: 3 clusters Score -3863467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3863466.000000 Penalty: 3384.940918
	Iteration 100F: 3 clusters Score -3863466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3863466.250000 Penalty: 3384.940918
	Iteration 101Q: 3 clusters Score -3863466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3863469.000000 Penalty: 3384.940918
	Iteration 102Q: 3 clusters Score -3863469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3863469.000000 Penalty: 3384.940918
	Iteration 103F: 3 clusters Score -3863469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Entering Unmasked Estep 
Score: -504191.562500 Penalty: 1370.494263
	Iteration 0F: 2 clusters Score -504191.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -500475.281250 Penalty: 2740.988525
	Iteration 0F: 3 clusters Score -500475.3 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -501441.093750 Penalty: 2740.988525
	Iteration 1F: 3 clusters Score -501441.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -501664.343750 Penalty: 2740.988525
	Iteration 2F: 3 clusters Score -501664.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -501913.281250 Penalty: 2740.988525
	Iteration 3F: 3 clusters Score -501913.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -502101.750000 Penalty: 2740.988525
	Iteration 4F: 3 clusters Score -502101.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -502249.500000 Penalty: 2740.988525
	Iteration 5F: 3 clusters Score -502249.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -502388.625000 Penalty: 2740.988525
	Iteration 6Q: 3 clusters Score -502388.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -502542.750000 Penalty: 2740.988525
	Iteration 7Q: 3 clusters Score -502542.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -502702.906250 Penalty: 2740.988525
	Iteration 8Q: 3 clusters Score -502702.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -502845.812500 Penalty: 2740.988525
	Iteration 9Q: 3 clusters Score -502845.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -502950.406250 Penalty: 2740.988525
	Iteration 10Q: 3 clusters Score -502950.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -503038.250000 Penalty: 2740.988525
	Iteration 11Q: 3 clusters Score -503038.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -503114.875000 Penalty: 2740.988525
	Iteration 12Q: 3 clusters Score -503114.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -503176.031250 Penalty: 2740.988525
	Iteration 13Q: 3 clusters Score -503176 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -503236.781250 Penalty: 2740.988525
	Iteration 14Q: 3 clusters Score -503236.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -503266.750000 Penalty: 2740.988525
	Iteration 15Q: 3 clusters Score -503266.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -503291.093750 Penalty: 2740.988525
	Iteration 16Q: 3 clusters Score -503291.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -503309.281250 Penalty: 2740.988525
	Iteration 17Q: 3 clusters Score -503309.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -503320.343750 Penalty: 2740.988525
	Iteration 18Q: 3 clusters Score -503320.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -503327.125000 Penalty: 2740.988525
	Iteration 19Q: 3 clusters Score -503327.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -503334.375000 Penalty: 2740.988525
	Iteration 20F: 3 clusters Score -503334.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -503341.406250 Penalty: 2740.988525
	Iteration 21Q: 3 clusters Score -503341.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -503348.906250 Penalty: 2740.988525
	Iteration 22Q: 3 clusters Score -503348.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -503353.937500 Penalty: 2740.988525
	Iteration 23Q: 3 clusters Score -503353.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -503356.187500 Penalty: 2740.988525
	Iteration 24Q: 3 clusters Score -503356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -503360.468750 Penalty: 2740.988525
	Iteration 25Q: 3 clusters Score -503360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -503366.625000 Penalty: 2740.988525
	Iteration 26Q: 3 clusters Score -503366.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -503375.156250 Penalty: 2740.988525
	Iteration 27Q: 3 clusters Score -503375.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -503382.437500 Penalty: 2740.988525
	Iteration 28Q: 3 clusters Score -503382.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -503390.343750 Penalty: 2740.988525
	Iteration 29Q: 3 clusters Score -503390.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -503395.625000 Penalty: 2740.988525
	Iteration 30Q: 3 clusters Score -503395.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -503402.156250 Penalty: 2740.988525
	Iteration 31Q: 3 clusters Score -503402.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -503406.656250 Penalty: 2740.988525
	Iteration 32Q: 3 clusters Score -503406.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -503410.843750 Penalty: 2740.988525
	Iteration 33Q: 3 clusters Score -503410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -503413.312500 Penalty: 2740.988525
	Iteration 34Q: 3 clusters Score -503413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -503418.343750 Penalty: 2740.988525
	Iteration 35Q: 3 clusters Score -503418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -503422.531250 Penalty: 2740.988525
	Iteration 36Q: 3 clusters Score -503422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -503425.562500 Penalty: 2740.988525
	Iteration 37Q: 3 clusters Score -503425.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -503427.218750 Penalty: 2740.988525
	Iteration 38Q: 3 clusters Score -503427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -503428.218750 Penalty: 2740.988525
	Iteration 39Q: 3 clusters Score -503428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -503429.406250 Penalty: 2740.988525
	Iteration 40F: 3 clusters Score -503429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -503429.531250 Penalty: 2740.988525
	Iteration 41Q: 3 clusters Score -503429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -503430.468750 Penalty: 2740.988525
	Iteration 42Q: 3 clusters Score -503430.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -503430.468750 Penalty: 2740.988525
	Iteration 43F: 3 clusters Score -503430.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Entering Unmasked Estep 
Score: -447544.750000 Penalty: 1340.852905
	Iteration 0F: 2 clusters Score -447544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -444293.312500 Penalty: 2681.705811
	Iteration 0F: 3 clusters Score -444293.3 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -445142.187500 Penalty: 2681.705811
	Iteration 1F: 3 clusters Score -445142.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -445311.656250 Penalty: 2681.705811
	Iteration 2F: 3 clusters Score -445311.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -445412.281250 Penalty: 2681.705811
	Iteration 3F: 3 clusters Score -445412.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -445495.093750 Penalty: 2681.705811
	Iteration 4Q: 3 clusters Score -445495.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -445570.687500 Penalty: 2681.705811
	Iteration 5Q: 3 clusters Score -445570.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -445639.656250 Penalty: 2681.705811
	Iteration 6Q: 3 clusters Score -445639.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -445706.687500 Penalty: 2681.705811
	Iteration 7Q: 3 clusters Score -445706.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -445775.500000 Penalty: 2681.705811
	Iteration 8Q: 3 clusters Score -445775.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -445838.125000 Penalty: 2681.705811
	Iteration 9Q: 3 clusters Score -445838.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -445897.937500 Penalty: 2681.705811
	Iteration 10Q: 3 clusters Score -445897.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -445955.750000 Penalty: 2681.705811
	Iteration 11Q: 3 clusters Score -445955.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -446011.500000 Penalty: 2681.705811
	Iteration 12Q: 3 clusters Score -446011.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -446063.718750 Penalty: 2681.705811
	Iteration 13Q: 3 clusters Score -446063.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -446113.500000 Penalty: 2681.705811
	Iteration 14Q: 3 clusters Score -446113.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -446152.437500 Penalty: 2681.705811
	Iteration 15Q: 3 clusters Score -446152.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -446186.781250 Penalty: 2681.705811
	Iteration 16Q: 3 clusters Score -446186.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -446213.625000 Penalty: 2681.705811
	Iteration 17Q: 3 clusters Score -446213.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -446247.656250 Penalty: 2681.705811
	Iteration 18Q: 3 clusters Score -446247.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -446272.437500 Penalty: 2681.705811
	Iteration 19Q: 3 clusters Score -446272.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -446290.375000 Penalty: 2681.705811
	Iteration 20F: 3 clusters Score -446290.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -446312.218750 Penalty: 2681.705811
	Iteration 21Q: 3 clusters Score -446312.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -446328.968750 Penalty: 2681.705811
	Iteration 22Q: 3 clusters Score -446329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -446334.093750 Penalty: 2681.705811
	Iteration 23Q: 3 clusters Score -446334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -446339.687500 Penalty: 2681.705811
	Iteration 24Q: 3 clusters Score -446339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -446343.187500 Penalty: 2681.705811
	Iteration 25Q: 3 clusters Score -446343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -446345.531250 Penalty: 2681.705811
	Iteration 26Q: 3 clusters Score -446345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -446346.281250 Penalty: 2681.705811
	Iteration 27Q: 3 clusters Score -446346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -446347.968750 Penalty: 2681.705811
	Iteration 28Q: 3 clusters Score -446348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -446350.687500 Penalty: 2681.705811
	Iteration 29Q: 3 clusters Score -446350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -446350.562500 Penalty: 2681.705811
	Iteration 30Q: 3 clusters Score -446350.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -446350.562500 Penalty: 2681.705811
	Iteration 31F: 3 clusters Score -446350.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -331251.968750 Penalty: 1294.457520
	Iteration 0F: 2 clusters Score -331252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -328616.187500 Penalty: 2588.915039
	Iteration 0F: 3 clusters Score -328616.2 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -329198.718750 Penalty: 2588.915039
	Iteration 1F: 3 clusters Score -329198.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -329358.125000 Penalty: 2588.915039
	Iteration 2F: 3 clusters Score -329358.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -329460.343750 Penalty: 2588.915039
	Iteration 3F: 3 clusters Score -329460.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -329530.937500 Penalty: 2588.915039
	Iteration 4Q: 3 clusters Score -329530.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -329590.125000 Penalty: 2588.915039
	Iteration 5Q: 3 clusters Score -329590.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -329635.875000 Penalty: 2588.915039
	Iteration 6Q: 3 clusters Score -329635.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -329670.312500 Penalty: 2588.915039
	Iteration 7Q: 3 clusters Score -329670.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -329700.718750 Penalty: 2588.915039
	Iteration 8Q: 3 clusters Score -329700.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -329722.625000 Penalty: 2588.915039
	Iteration 9Q: 3 clusters Score -329722.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -329743.562500 Penalty: 2588.915039
	Iteration 10Q: 3 clusters Score -329743.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -329762.218750 Penalty: 2588.915039
	Iteration 11Q: 3 clusters Score -329762.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -329777.375000 Penalty: 2588.915039
	Iteration 12Q: 3 clusters Score -329777.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -329793.156250 Penalty: 2588.915039
	Iteration 13Q: 3 clusters Score -329793.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -329807.093750 Penalty: 2588.915039
	Iteration 14Q: 3 clusters Score -329807.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -329816.625000 Penalty: 2588.915039
	Iteration 15Q: 3 clusters Score -329816.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -329826.906250 Penalty: 2588.915039
	Iteration 16Q: 3 clusters Score -329826.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -329836.156250 Penalty: 2588.915039
	Iteration 17Q: 3 clusters Score -329836.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -329847.312500 Penalty: 2588.915039
	Iteration 18Q: 3 clusters Score -329847.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -329859.156250 Penalty: 2588.915039
	Iteration 19Q: 3 clusters Score -329859.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -329869.812500 Penalty: 2588.915039
	Iteration 20F: 3 clusters Score -329869.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -329881.750000 Penalty: 2588.915039
	Iteration 21Q: 3 clusters Score -329881.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -329890.343750 Penalty: 2588.915039
	Iteration 22Q: 3 clusters Score -329890.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -329900.093750 Penalty: 2588.915039
	Iteration 23Q: 3 clusters Score -329900.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -329913.437500 Penalty: 2588.915039
	Iteration 24Q: 3 clusters Score -329913.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -329920.750000 Penalty: 2588.915039
	Iteration 25Q: 3 clusters Score -329920.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -329928.906250 Penalty: 2588.915039
	Iteration 26Q: 3 clusters Score -329928.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -329934.000000 Penalty: 2588.915039
	Iteration 27Q: 3 clusters Score -329934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -329935.343750 Penalty: 2588.915039
	Iteration 28Q: 3 clusters Score -329935.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -329937.750000 Penalty: 2588.915039
	Iteration 29Q: 3 clusters Score -329937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -329941.093750 Penalty: 2588.915039
	Iteration 30Q: 3 clusters Score -329941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -329945.906250 Penalty: 2588.915039
	Iteration 31Q: 3 clusters Score -329945.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -329951.125000 Penalty: 2588.915039
	Iteration 32Q: 3 clusters Score -329951.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -329956.843750 Penalty: 2588.915039
	Iteration 33Q: 3 clusters Score -329956.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -329962.062500 Penalty: 2588.915039
	Iteration 34Q: 3 clusters Score -329962.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -329973.156250 Penalty: 2588.915039
	Iteration 35Q: 3 clusters Score -329973.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -329979.531250 Penalty: 2588.915039
	Iteration 36Q: 3 clusters Score -329979.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -329986.906250 Penalty: 2588.915039
	Iteration 37Q: 3 clusters Score -329986.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -329989.906250 Penalty: 2588.915039
	Iteration 38Q: 3 clusters Score -329989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -329992.781250 Penalty: 2588.915039
	Iteration 39Q: 3 clusters Score -329992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -329996.000000 Penalty: 2588.915039
	Iteration 40F: 3 clusters Score -329996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -329999.187500 Penalty: 2588.915039
	Iteration 41Q: 3 clusters Score -329999.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -330003.562500 Penalty: 2588.915039
	Iteration 42Q: 3 clusters Score -330003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -330007.125000 Penalty: 2588.915039
	Iteration 43Q: 3 clusters Score -330007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -330011.437500 Penalty: 2588.915039
	Iteration 44Q: 3 clusters Score -330011.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -330018.656250 Penalty: 2588.915039
	Iteration 45Q: 3 clusters Score -330018.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -330024.656250 Penalty: 2588.915039
	Iteration 46Q: 3 clusters Score -330024.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -330028.375000 Penalty: 2588.915039
	Iteration 47Q: 3 clusters Score -330028.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -330032.156250 Penalty: 2588.915039
	Iteration 48Q: 3 clusters Score -330032.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -330038.843750 Penalty: 2588.915039
	Iteration 49Q: 3 clusters Score -330038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -330044.000000 Penalty: 2588.915039
	Iteration 50Q: 3 clusters Score -330044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -330050.125000 Penalty: 2588.915039
	Iteration 51Q: 3 clusters Score -330050.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -330058.375000 Penalty: 2588.915039
	Iteration 52Q: 3 clusters Score -330058.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -330064.875000 Penalty: 2588.915039
	Iteration 53Q: 3 clusters Score -330064.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -330072.843750 Penalty: 2588.915039
	Iteration 54Q: 3 clusters Score -330072.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -330078.375000 Penalty: 2588.915039
	Iteration 55Q: 3 clusters Score -330078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -330080.000000 Penalty: 2588.915039
	Iteration 56Q: 3 clusters Score -330080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -330081.843750 Penalty: 2588.915039
	Iteration 57Q: 3 clusters Score -330081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -330082.437500 Penalty: 2588.915039
	Iteration 58Q: 3 clusters Score -330082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -330083.937500 Penalty: 2588.915039
	Iteration 59Q: 3 clusters Score -330083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -330084.218750 Penalty: 2588.915039
	Iteration 60F: 3 clusters Score -330084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14430.957031 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14430.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13791.128906 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13791.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13949.179688 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -13949.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14027.374023 Penalty: 1718.686768
	Iteration 2F: 3 clusters Score -14027.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14056.844727 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -14056.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14084.184570 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -14084.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14103.516602 Penalty: 1718.686768
	Iteration 5Q: 3 clusters Score -14103.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14206.852539 Penalty: 1718.686768
	Iteration 6Q: 3 clusters Score -14206.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14245.342773 Penalty: 1718.686768
	Iteration 7Q: 3 clusters Score -14245.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14260.858398 Penalty: 1718.686768
	Iteration 8Q: 3 clusters Score -14260.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14322.664062 Penalty: 1718.686768
	Iteration 9Q: 3 clusters Score -14322.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14344.773438 Penalty: 1718.686768
	Iteration 10Q: 3 clusters Score -14344.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14381.631836 Penalty: 1718.686768
	Iteration 11Q: 3 clusters Score -14381.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14392.103516 Penalty: 1718.686768
	Iteration 12Q: 3 clusters Score -14392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14396.079102 Penalty: 1718.686768
	Iteration 13F: 3 clusters Score -14396.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14398.900391 Penalty: 1718.686768
	Iteration 14Q: 3 clusters Score -14398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14398.900391 Penalty: 1718.686768
	Iteration 15F: 3 clusters Score -14398.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Entering Unmasked Estep 
Score: -597754.562500 Penalty: 1386.751221
	Iteration 0F: 2 clusters Score -597754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -593720.187500 Penalty: 2773.502441
	Iteration 0F: 3 clusters Score -593720.2 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -594811.375000 Penalty: 2773.502441
	Iteration 1F: 3 clusters Score -594811.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -595006.375000 Penalty: 2773.502441
	Iteration 2F: 3 clusters Score -595006.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -595156.687500 Penalty: 2773.502441
	Iteration 3F: 3 clusters Score -595156.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -595279.562500 Penalty: 2773.502441
	Iteration 4Q: 3 clusters Score -595279.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -595389.000000 Penalty: 2773.502441
	Iteration 5Q: 3 clusters Score -595389 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -595485.125000 Penalty: 2773.502441
	Iteration 6Q: 3 clusters Score -595485.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -595577.312500 Penalty: 2773.502441
	Iteration 7Q: 3 clusters Score -595577.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -595658.000000 Penalty: 2773.502441
	Iteration 8Q: 3 clusters Score -595658 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -595736.187500 Penalty: 2773.502441
	Iteration 9Q: 3 clusters Score -595736.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -595820.500000 Penalty: 2773.502441
	Iteration 10Q: 3 clusters Score -595820.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -595891.125000 Penalty: 2773.502441
	Iteration 11Q: 3 clusters Score -595891.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -595954.625000 Penalty: 2773.502441
	Iteration 12Q: 3 clusters Score -595954.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -596016.250000 Penalty: 2773.502441
	Iteration 13Q: 3 clusters Score -596016.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -596081.312500 Penalty: 2773.502441
	Iteration 14Q: 3 clusters Score -596081.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -596137.750000 Penalty: 2773.502441
	Iteration 15Q: 3 clusters Score -596137.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -596174.812500 Penalty: 2773.502441
	Iteration 16Q: 3 clusters Score -596174.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -596205.812500 Penalty: 2773.502441
	Iteration 17Q: 3 clusters Score -596205.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -596228.312500 Penalty: 2773.502441
	Iteration 18Q: 3 clusters Score -596228.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -596248.625000 Penalty: 2773.502441
	Iteration 19Q: 3 clusters Score -596248.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -596265.812500 Penalty: 2773.502441
	Iteration 20F: 3 clusters Score -596265.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -596279.437500 Penalty: 2773.502441
	Iteration 21Q: 3 clusters Score -596279.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -596289.250000 Penalty: 2773.502441
	Iteration 22Q: 3 clusters Score -596289.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -596296.937500 Penalty: 2773.502441
	Iteration 23Q: 3 clusters Score -596296.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -596304.687500 Penalty: 2773.502441
	Iteration 24Q: 3 clusters Score -596304.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -596311.937500 Penalty: 2773.502441
	Iteration 25Q: 3 clusters Score -596311.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -596318.875000 Penalty: 2773.502441
	Iteration 26Q: 3 clusters Score -596318.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -596323.687500 Penalty: 2773.502441
	Iteration 27Q: 3 clusters Score -596323.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -596326.125000 Penalty: 2773.502441
	Iteration 28Q: 3 clusters Score -596326.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -596331.375000 Penalty: 2773.502441
	Iteration 29Q: 3 clusters Score -596331.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -596335.875000 Penalty: 2773.502441
	Iteration 30Q: 3 clusters Score -596335.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -596339.062500 Penalty: 2773.502441
	Iteration 31Q: 3 clusters Score -596339.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -596342.625000 Penalty: 2773.502441
	Iteration 32Q: 3 clusters Score -596342.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -596343.187500 Penalty: 2773.502441
	Iteration 33Q: 3 clusters Score -596343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -596344.812500 Penalty: 2773.502441
	Iteration 34Q: 3 clusters Score -596344.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -596347.437500 Penalty: 2773.502441
	Iteration 35Q: 3 clusters Score -596347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -596348.125000 Penalty: 2773.502441
	Iteration 36Q: 3 clusters Score -596348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -596348.875000 Penalty: 2773.502441
	Iteration 37Q: 3 clusters Score -596348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -596350.750000 Penalty: 2773.502441
	Iteration 38Q: 3 clusters Score -596350.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -596350.875000 Penalty: 2773.502441
	Iteration 39Q: 3 clusters Score -596350.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -596350.875000 Penalty: 2773.502441
	Iteration 40F: 3 clusters Score -596350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Entering Unmasked Estep 
Score: -11476137.000000 Penalty: 1867.688477
	Iteration 0F: 2 clusters Score -1.147614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -11412935.000000 Penalty: 3735.376953
	Iteration 0F: 3 clusters Score -1.141294e+07 nChanged 47119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -11440529.000000 Penalty: 3735.376953
	Iteration 1F: 3 clusters Score -1.144053e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -11441570.000000 Penalty: 3735.376953
	Iteration 2Q: 3 clusters Score -1.144157e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -11443095.000000 Penalty: 3735.376953
	Iteration 3Q: 3 clusters Score -1.14431e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -11445713.000000 Penalty: 3735.376953
	Iteration 4F: 3 clusters Score -1.144571e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -11450442.000000 Penalty: 3735.376953
	Iteration 5F: 3 clusters Score -1.145044e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -11458121.000000 Penalty: 3735.376953
	Iteration 6F: 3 clusters Score -1.145812e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -11466273.000000 Penalty: 3735.376953
	Iteration 7F: 3 clusters Score -1.146627e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 93839 members 
Entering Unmasked Estep 
Score: -11471538.000000 Penalty: 3735.376953
	Iteration 8F: 3 clusters Score -1.147154e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 96468 members 
Entering Unmasked Estep 
Score: -11473593.000000 Penalty: 3735.376953
	Iteration 9Q: 3 clusters Score -1.147359e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -11474281.000000 Penalty: 3735.376953
	Iteration 10Q: 3 clusters Score -1.147428e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -11474581.000000 Penalty: 3735.376953
	Iteration 11Q: 3 clusters Score -1.147458e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 97624 members 
Entering Unmasked Estep 
Score: -11474714.000000 Penalty: 3735.376953
	Iteration 12Q: 3 clusters Score -1.147471e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -11474781.000000 Penalty: 3735.376953
	Iteration 13Q: 3 clusters Score -1.147478e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 97640 members 
Entering Unmasked Estep 
Score: -11474830.000000 Penalty: 3735.376953
	Iteration 14Q: 3 clusters Score -1.147483e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -11474855.000000 Penalty: 3735.376953
	Iteration 15Q: 3 clusters Score -1.147486e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -11474896.000000 Penalty: 3735.376953
	Iteration 16Q: 3 clusters Score -1.14749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -11474923.000000 Penalty: 3735.376953
	Iteration 17Q: 3 clusters Score -1.147492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -11474921.000000 Penalty: 3735.376953
	Iteration 18Q: 3 clusters Score -1.147492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 97588 members 
Entering Unmasked Estep 
Score: -11474947.000000 Penalty: 3735.376953
	Iteration 19Q: 3 clusters Score -1.147495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -11474962.000000 Penalty: 3735.376953
	Iteration 20F: 3 clusters Score -1.147496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 97587 members 
Entering Unmasked Estep 
Score: -11474978.000000 Penalty: 3735.376953
	Iteration 21Q: 3 clusters Score -1.147498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -11474984.000000 Penalty: 3735.376953
	Iteration 22Q: 3 clusters Score -1.147498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 97581 members 
Entering Unmasked Estep 
Score: -11474995.000000 Penalty: 3735.376953
	Iteration 23Q: 3 clusters Score -1.1475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -11474986.000000 Penalty: 3735.376953
	Iteration 24Q: 3 clusters Score -1.147499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -11474988.000000 Penalty: 3735.376953
	Iteration 25Q: 3 clusters Score -1.147499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -11474993.000000 Penalty: 3735.376953
	Iteration 26Q: 3 clusters Score -1.147499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -11474991.000000 Penalty: 3735.376953
	Iteration 27Q: 3 clusters Score -1.147499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -11474993.000000 Penalty: 3735.376953
	Iteration 28Q: 3 clusters Score -1.147499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -11474992.000000 Penalty: 3735.376953
	Iteration 29Q: 3 clusters Score -1.147499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -11474995.000000 Penalty: 3735.376953
	Iteration 30Q: 3 clusters Score -1.1475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -11474995.000000 Penalty: 3735.376953
	Iteration 31F: 3 clusters Score -1.1475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128549 members 
Entering Unmasked Estep 
Score: -14776269.000000 Penalty: 1911.660645
	Iteration 0F: 2 clusters Score -1.477627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -14694787.000000 Penalty: 3823.321289
	Iteration 0F: 3 clusters Score -1.469479e+07 nChanged 61844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -14730849.000000 Penalty: 3823.321289
	Iteration 1F: 3 clusters Score -1.473085e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 68487 members 
Entering Unmasked Estep 
Score: -14731650.000000 Penalty: 3823.321289
	Iteration 2Q: 3 clusters Score -1.473165e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -14732594.000000 Penalty: 3823.321289
	Iteration 3Q: 3 clusters Score -1.473259e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -14734146.000000 Penalty: 3823.321289
	Iteration 4Q: 3 clusters Score -1.473415e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -14736920.000000 Penalty: 3823.321289
	Iteration 5Q: 3 clusters Score -1.473692e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -14741830.000000 Penalty: 3823.321289
	Iteration 6F: 3 clusters Score -1.474183e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 98825 members 
Entering Unmasked Estep 
Score: -14749657.000000 Penalty: 3823.321289
	Iteration 7F: 3 clusters Score -1.474966e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 110189 members 
Entering Unmasked Estep 
Score: -14760068.000000 Penalty: 3823.321289
	Iteration 8F: 3 clusters Score -1.476007e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 119832 members 
Entering Unmasked Estep 
Score: -14768537.000000 Penalty: 3823.321289
	Iteration 9F: 3 clusters Score -1.476854e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 125414 members 
Entering Unmasked Estep 
Score: -14772505.000000 Penalty: 3823.321289
	Iteration 10Q: 3 clusters Score -1.47725e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 127450 members 
Entering Unmasked Estep 
Score: -14773961.000000 Penalty: 3823.321289
	Iteration 11Q: 3 clusters Score -1.477396e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 128052 members 
Entering Unmasked Estep 
Score: -14774356.000000 Penalty: 3823.321289
	Iteration 12Q: 3 clusters Score -1.477436e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 128221 members 
Entering Unmasked Estep 
Score: -14774472.000000 Penalty: 3823.321289
	Iteration 13Q: 3 clusters Score -1.477447e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 128283 members 
Entering Unmasked Estep 
Score: -14774521.000000 Penalty: 3823.321289
	Iteration 14Q: 3 clusters Score -1.477452e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 128296 members 
Entering Unmasked Estep 
Score: -14774569.000000 Penalty: 3823.321289
	Iteration 15Q: 3 clusters Score -1.477457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 128305 members 
Entering Unmasked Estep 
Score: -14774592.000000 Penalty: 3823.321289
	Iteration 16Q: 3 clusters Score -1.477459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 128314 members 
Entering Unmasked Estep 
Score: -14774612.000000 Penalty: 3823.321289
	Iteration 17Q: 3 clusters Score -1.477461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 128319 members 
Entering Unmasked Estep 
Score: -14774607.000000 Penalty: 3823.321289
	Iteration 18Q: 3 clusters Score -1.477461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 128329 members 
Entering Unmasked Estep 
Score: -14774624.000000 Penalty: 3823.321289
	Iteration 19Q: 3 clusters Score -1.477462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 128327 members 
Entering Unmasked Estep 
Score: -14774626.000000 Penalty: 3823.321289
	Iteration 20F: 3 clusters Score -1.477463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 128328 members 
Entering Unmasked Estep 
Score: -14774631.000000 Penalty: 3823.321289
	Iteration 21Q: 3 clusters Score -1.477463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 128328 members 
Entering Unmasked Estep 
Score: -14774628.000000 Penalty: 3823.321289
	Iteration 22Q: 3 clusters Score -1.477463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 128329 members 
Entering Unmasked Estep 
Score: -14774626.000000 Penalty: 3823.321289
	Iteration 23Q: 3 clusters Score -1.477463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 128331 members 
Entering Unmasked Estep 
Score: -14774634.000000 Penalty: 3823.321289
	Iteration 24Q: 3 clusters Score -1.477463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 128331 members 
Entering Unmasked Estep 
Score: -14774634.000000 Penalty: 3823.321289
	Iteration 25F: 3 clusters Score -1.477463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -326761.468750 Penalty: 1291.210327
	Iteration 0F: 2 clusters Score -326761.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -324170.250000 Penalty: 2582.420654
	Iteration 0F: 3 clusters Score -324170.2 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -324735.875000 Penalty: 2582.420654
	Iteration 1F: 3 clusters Score -324735.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -324859.750000 Penalty: 2582.420654
	Iteration 2F: 3 clusters Score -324859.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -324957.312500 Penalty: 2582.420654
	Iteration 3Q: 3 clusters Score -324957.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -325041.187500 Penalty: 2582.420654
	Iteration 4Q: 3 clusters Score -325041.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -325108.187500 Penalty: 2582.420654
	Iteration 5Q: 3 clusters Score -325108.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -325169.218750 Penalty: 2582.420654
	Iteration 6Q: 3 clusters Score -325169.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -325210.468750 Penalty: 2582.420654
	Iteration 7Q: 3 clusters Score -325210.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -325243.687500 Penalty: 2582.420654
	Iteration 8Q: 3 clusters Score -325243.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -325272.187500 Penalty: 2582.420654
	Iteration 9Q: 3 clusters Score -325272.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -325296.468750 Penalty: 2582.420654
	Iteration 10Q: 3 clusters Score -325296.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -325313.937500 Penalty: 2582.420654
	Iteration 11Q: 3 clusters Score -325313.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -325334.812500 Penalty: 2582.420654
	Iteration 12Q: 3 clusters Score -325334.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -325356.343750 Penalty: 2582.420654
	Iteration 13Q: 3 clusters Score -325356.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -325383.687500 Penalty: 2582.420654
	Iteration 14Q: 3 clusters Score -325383.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -325401.875000 Penalty: 2582.420654
	Iteration 15Q: 3 clusters Score -325401.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -325432.968750 Penalty: 2582.420654
	Iteration 16Q: 3 clusters Score -325433 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -325465.437500 Penalty: 2582.420654
	Iteration 17Q: 3 clusters Score -325465.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -325499.906250 Penalty: 2582.420654
	Iteration 18Q: 3 clusters Score -325499.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -325537.718750 Penalty: 2582.420654
	Iteration 19Q: 3 clusters Score -325537.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -325575.531250 Penalty: 2582.420654
	Iteration 20F: 3 clusters Score -325575.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -325604.531250 Penalty: 2582.420654
	Iteration 21Q: 3 clusters Score -325604.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -325627.906250 Penalty: 2582.420654
	Iteration 22Q: 3 clusters Score -325627.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -325643.218750 Penalty: 2582.420654
	Iteration 23Q: 3 clusters Score -325643.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -325659.875000 Penalty: 2582.420654
	Iteration 24Q: 3 clusters Score -325659.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -325669.937500 Penalty: 2582.420654
	Iteration 25Q: 3 clusters Score -325669.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -325678.968750 Penalty: 2582.420654
	Iteration 26Q: 3 clusters Score -325679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -325685.187500 Penalty: 2582.420654
	Iteration 27Q: 3 clusters Score -325685.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -325689.968750 Penalty: 2582.420654
	Iteration 28Q: 3 clusters Score -325690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -325696.375000 Penalty: 2582.420654
	Iteration 29Q: 3 clusters Score -325696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -325700.906250 Penalty: 2582.420654
	Iteration 30Q: 3 clusters Score -325700.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -325709.375000 Penalty: 2582.420654
	Iteration 31Q: 3 clusters Score -325709.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -325714.718750 Penalty: 2582.420654
	Iteration 32Q: 3 clusters Score -325714.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -325719.843750 Penalty: 2582.420654
	Iteration 33Q: 3 clusters Score -325719.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -325727.593750 Penalty: 2582.420654
	Iteration 34Q: 3 clusters Score -325727.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -325735.718750 Penalty: 2582.420654
	Iteration 35Q: 3 clusters Score -325735.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -325741.062500 Penalty: 2582.420654
	Iteration 36Q: 3 clusters Score -325741.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -325746.000000 Penalty: 2582.420654
	Iteration 37Q: 3 clusters Score -325746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -325751.843750 Penalty: 2582.420654
	Iteration 38Q: 3 clusters Score -325751.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -325754.187500 Penalty: 2582.420654
	Iteration 39Q: 3 clusters Score -325754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -325756.312500 Penalty: 2582.420654
	Iteration 40F: 3 clusters Score -325756.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -325758.343750 Penalty: 2582.420654
	Iteration 41Q: 3 clusters Score -325758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -325759.468750 Penalty: 2582.420654
	Iteration 42Q: 3 clusters Score -325759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -325760.125000 Penalty: 2582.420654
	Iteration 43Q: 3 clusters Score -325760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -325760.906250 Penalty: 2582.420654
	Iteration 44Q: 3 clusters Score -325760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -325760.906250 Penalty: 2582.420654
	Iteration 45F: 3 clusters Score -325760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Entering Unmasked Estep 
Score: -10954949.000000 Penalty: 1860.480713
	Iteration 0F: 2 clusters Score -1.095495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -10893754.000000 Penalty: 3720.961426
	Iteration 0F: 3 clusters Score -1.089375e+07 nChanged 45117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -10919761.000000 Penalty: 3720.961426
	Iteration 1F: 3 clusters Score -1.091976e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -10920817.000000 Penalty: 3720.961426
	Iteration 2Q: 3 clusters Score -1.092082e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -10922548.000000 Penalty: 3720.961426
	Iteration 3Q: 3 clusters Score -1.092255e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -10925523.000000 Penalty: 3720.961426
	Iteration 4F: 3 clusters Score -1.092552e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -10930119.000000 Penalty: 3720.961426
	Iteration 5F: 3 clusters Score -1.093012e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -10935813.000000 Penalty: 3720.961426
	Iteration 6F: 3 clusters Score -1.093581e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -10941498.000000 Penalty: 3720.961426
	Iteration 7F: 3 clusters Score -1.09415e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -10945593.000000 Penalty: 3720.961426
	Iteration 8F: 3 clusters Score -1.094559e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -10948161.000000 Penalty: 3720.961426
	Iteration 9Q: 3 clusters Score -1.094816e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -10949710.000000 Penalty: 3720.961426
	Iteration 10Q: 3 clusters Score -1.094971e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -10950873.000000 Penalty: 3720.961426
	Iteration 11Q: 3 clusters Score -1.095087e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -10951717.000000 Penalty: 3720.961426
	Iteration 12Q: 3 clusters Score -1.095172e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -10952203.000000 Penalty: 3720.961426
	Iteration 13Q: 3 clusters Score -1.09522e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92321 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -10952561.000000 Penalty: 3720.961426
	Iteration 14Q: 3 clusters Score -1.095256e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10952817.000000 Penalty: 3720.961426
	Iteration 15Q: 3 clusters Score -1.095282e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92919 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10952944.000000 Penalty: 3720.961426
	Iteration 16Q: 3 clusters Score -1.095294e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10953068.000000 Penalty: 3720.961426
	Iteration 17Q: 3 clusters Score -1.095307e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10953111.000000 Penalty: 3720.961426
	Iteration 18Q: 3 clusters Score -1.095311e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10953148.000000 Penalty: 3720.961426
	Iteration 19Q: 3 clusters Score -1.095315e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10953178.000000 Penalty: 3720.961426
	Iteration 20F: 3 clusters Score -1.095318e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93306 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10953208.000000 Penalty: 3720.961426
	Iteration 21Q: 3 clusters Score -1.095321e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10953225.000000 Penalty: 3720.961426
	Iteration 22Q: 3 clusters Score -1.095322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93351 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10953243.000000 Penalty: 3720.961426
	Iteration 23Q: 3 clusters Score -1.095324e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10953258.000000 Penalty: 3720.961426
	Iteration 24Q: 3 clusters Score -1.095326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10953280.000000 Penalty: 3720.961426
	Iteration 25Q: 3 clusters Score -1.095328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10953289.000000 Penalty: 3720.961426
	Iteration 26Q: 3 clusters Score -1.095329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93422 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10953304.000000 Penalty: 3720.961426
	Iteration 27Q: 3 clusters Score -1.09533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10953312.000000 Penalty: 3720.961426
	Iteration 28Q: 3 clusters Score -1.095331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93441 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10953327.000000 Penalty: 3720.961426
	Iteration 29Q: 3 clusters Score -1.095333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10953326.000000 Penalty: 3720.961426
	Iteration 30Q: 3 clusters Score -1.095333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10953339.000000 Penalty: 3720.961426
	Iteration 31Q: 3 clusters Score -1.095334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10953351.000000 Penalty: 3720.961426
	Iteration 32Q: 3 clusters Score -1.095335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10953350.000000 Penalty: 3720.961426
	Iteration 33Q: 3 clusters Score -1.095335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10953352.000000 Penalty: 3720.961426
	Iteration 34Q: 3 clusters Score -1.095335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93474 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10953352.000000 Penalty: 3720.961426
	Iteration 35Q: 3 clusters Score -1.095335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10953352.000000 Penalty: 3720.961426
	Iteration 36Q: 3 clusters Score -1.095335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10953359.000000 Penalty: 3720.961426
	Iteration 37Q: 3 clusters Score -1.095336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10953359.000000 Penalty: 3720.961426
	Iteration 38F: 3 clusters Score -1.095336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -334039.968750 Penalty: 1295.133057
	Iteration 0F: 2 clusters Score -334040 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 1426 members 
Entering Unmasked Estep 
Score: -331375.656250 Penalty: 2590.266113
	Iteration 0F: 3 clusters Score -331375.7 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -332018.531250 Penalty: 2590.266113
	Iteration 1F: 3 clusters Score -332018.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -332204.406250 Penalty: 2590.266113
	Iteration 2F: 3 clusters Score -332204.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -332314.468750 Penalty: 2590.266113
	Iteration 3F: 3 clusters Score -332314.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -332400.875000 Penalty: 2590.266113
	Iteration 4Q: 3 clusters Score -332400.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -332467.562500 Penalty: 2590.266113
	Iteration 5Q: 3 clusters Score -332467.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -332527.000000 Penalty: 2590.266113
	Iteration 6Q: 3 clusters Score -332527 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -332577.156250 Penalty: 2590.266113
	Iteration 7Q: 3 clusters Score -332577.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -332620.656250 Penalty: 2590.266113
	Iteration 8Q: 3 clusters Score -332620.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -332655.968750 Penalty: 2590.266113
	Iteration 9Q: 3 clusters Score -332656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -332686.031250 Penalty: 2590.266113
	Iteration 10Q: 3 clusters Score -332686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -332716.531250 Penalty: 2590.266113
	Iteration 11Q: 3 clusters Score -332716.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -332754.062500 Penalty: 2590.266113
	Iteration 12Q: 3 clusters Score -332754.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -332783.656250 Penalty: 2590.266113
	Iteration 13Q: 3 clusters Score -332783.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -332807.906250 Penalty: 2590.266113
	Iteration 14Q: 3 clusters Score -332807.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -332824.218750 Penalty: 2590.266113
	Iteration 15Q: 3 clusters Score -332824.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -332839.187500 Penalty: 2590.266113
	Iteration 16Q: 3 clusters Score -332839.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -332854.593750 Penalty: 2590.266113
	Iteration 17Q: 3 clusters Score -332854.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -332873.281250 Penalty: 2590.266113
	Iteration 18Q: 3 clusters Score -332873.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -332891.281250 Penalty: 2590.266113
	Iteration 19Q: 3 clusters Score -332891.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -332911.187500 Penalty: 2590.266113
	Iteration 20F: 3 clusters Score -332911.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -332926.875000 Penalty: 2590.266113
	Iteration 21Q: 3 clusters Score -332926.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -332941.343750 Penalty: 2590.266113
	Iteration 22Q: 3 clusters Score -332941.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -332950.843750 Penalty: 2590.266113
	Iteration 23Q: 3 clusters Score -332950.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -332961.125000 Penalty: 2590.266113
	Iteration 24Q: 3 clusters Score -332961.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -332967.718750 Penalty: 2590.266113
	Iteration 25Q: 3 clusters Score -332967.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -332974.187500 Penalty: 2590.266113
	Iteration 26Q: 3 clusters Score -332974.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -332981.656250 Penalty: 2590.266113
	Iteration 27Q: 3 clusters Score -332981.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -332991.062500 Penalty: 2590.266113
	Iteration 28Q: 3 clusters Score -332991.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -332999.375000 Penalty: 2590.266113
	Iteration 29Q: 3 clusters Score -332999.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -333006.437500 Penalty: 2590.266113
	Iteration 30Q: 3 clusters Score -333006.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -333010.343750 Penalty: 2590.266113
	Iteration 31Q: 3 clusters Score -333010.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -333020.281250 Penalty: 2590.266113
	Iteration 32Q: 3 clusters Score -333020.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -333028.687500 Penalty: 2590.266113
	Iteration 33Q: 3 clusters Score -333028.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -333037.437500 Penalty: 2590.266113
	Iteration 34Q: 3 clusters Score -333037.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -333045.375000 Penalty: 2590.266113
	Iteration 35Q: 3 clusters Score -333045.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -333052.718750 Penalty: 2590.266113
	Iteration 36Q: 3 clusters Score -333052.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -333060.875000 Penalty: 2590.266113
	Iteration 37Q: 3 clusters Score -333060.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -333068.125000 Penalty: 2590.266113
	Iteration 38Q: 3 clusters Score -333068.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -333075.187500 Penalty: 2590.266113
	Iteration 39Q: 3 clusters Score -333075.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -333078.562500 Penalty: 2590.266113
	Iteration 40F: 3 clusters Score -333078.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -333081.500000 Penalty: 2590.266113
	Iteration 41Q: 3 clusters Score -333081.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -333083.968750 Penalty: 2590.266113
	Iteration 42Q: 3 clusters Score -333084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -333087.093750 Penalty: 2590.266113
	Iteration 43Q: 3 clusters Score -333087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -333088.500000 Penalty: 2590.266113
	Iteration 44Q: 3 clusters Score -333088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -333088.156250 Penalty: 2590.266113
	Iteration 45Q: 3 clusters Score -333088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -333088.156250 Penalty: 2590.266113
	Iteration 46F: 3 clusters Score -333088.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Entering Unmasked Estep 
Score: -1012966.375000 Penalty: 1475.667236
	Iteration 0F: 2 clusters Score -1012966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1006600.125000 Penalty: 2951.334473
	Iteration 0F: 3 clusters Score -1006600 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1008476.437500 Penalty: 2951.334473
	Iteration 1F: 3 clusters Score -1008476 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1008701.562500 Penalty: 2951.334473
	Iteration 2F: 3 clusters Score -1008702 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1008881.500000 Penalty: 2951.334473
	Iteration 3F: 3 clusters Score -1008882 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1009063.750000 Penalty: 2951.334473
	Iteration 4Q: 3 clusters Score -1009064 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1009260.437500 Penalty: 2951.334473
	Iteration 5Q: 3 clusters Score -1009260 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1009492.375000 Penalty: 2951.334473
	Iteration 6Q: 3 clusters Score -1009492 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1009775.687500 Penalty: 2951.334473
	Iteration 7F: 3 clusters Score -1009776 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1010090.750000 Penalty: 2951.334473
	Iteration 8F: 3 clusters Score -1010091 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1010386.062500 Penalty: 2951.334473
	Iteration 9F: 3 clusters Score -1010386 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1010655.312500 Penalty: 2951.334473
	Iteration 10Q: 3 clusters Score -1010655 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1010873.625000 Penalty: 2951.334473
	Iteration 11Q: 3 clusters Score -1010874 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1011075.750000 Penalty: 2951.334473
	Iteration 12Q: 3 clusters Score -1011076 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1011221.312500 Penalty: 2951.334473
	Iteration 13Q: 3 clusters Score -1011221 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1011329.500000 Penalty: 2951.334473
	Iteration 14Q: 3 clusters Score -1011330 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1011413.687500 Penalty: 2951.334473
	Iteration 15Q: 3 clusters Score -1011414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1011462.562500 Penalty: 2951.334473
	Iteration 16Q: 3 clusters Score -1011463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1011492.562500 Penalty: 2951.334473
	Iteration 17Q: 3 clusters Score -1011493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1011508.750000 Penalty: 2951.334473
	Iteration 18Q: 3 clusters Score -1011509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1011525.812500 Penalty: 2951.334473
	Iteration 19Q: 3 clusters Score -1011526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1011531.125000 Penalty: 2951.334473
	Iteration 20F: 3 clusters Score -1011531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1011537.000000 Penalty: 2951.334473
	Iteration 21Q: 3 clusters Score -1011537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1011550.687500 Penalty: 2951.334473
	Iteration 22Q: 3 clusters Score -1011551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1011567.687500 Penalty: 2951.334473
	Iteration 23Q: 3 clusters Score -1011568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1011579.312500 Penalty: 2951.334473
	Iteration 24Q: 3 clusters Score -1011579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1011590.812500 Penalty: 2951.334473
	Iteration 25Q: 3 clusters Score -1011591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1011605.187500 Penalty: 2951.334473
	Iteration 26Q: 3 clusters Score -1011605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1011616.250000 Penalty: 2951.334473
	Iteration 27Q: 3 clusters Score -1011616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1011621.312500 Penalty: 2951.334473
	Iteration 28Q: 3 clusters Score -1011621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1011625.375000 Penalty: 2951.334473
	Iteration 29Q: 3 clusters Score -1011625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1011629.875000 Penalty: 2951.334473
	Iteration 30Q: 3 clusters Score -1011630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1011634.000000 Penalty: 2951.334473
	Iteration 31Q: 3 clusters Score -1011634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1011634.437500 Penalty: 2951.334473
	Iteration 32Q: 3 clusters Score -1011634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1011637.187500 Penalty: 2951.334473
	Iteration 33Q: 3 clusters Score -1011637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1011637.187500 Penalty: 2951.334473
	Iteration 34F: 3 clusters Score -1011637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -119000.367188 Penalty: 1129.195801
	Iteration 0F: 2 clusters Score -119000.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117532.320312 Penalty: 2258.391602
	Iteration 0F: 3 clusters Score -117532.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117779.531250 Penalty: 2258.391602
	Iteration 1F: 3 clusters Score -117779.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117854.148438 Penalty: 2258.391602
	Iteration 2F: 3 clusters Score -117854.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117903.367188 Penalty: 2258.391602
	Iteration 3Q: 3 clusters Score -117903.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117926.343750 Penalty: 2258.391602
	Iteration 4Q: 3 clusters Score -117926.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117938.328125 Penalty: 2258.391602
	Iteration 5Q: 3 clusters Score -117938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -117946.781250 Penalty: 2258.391602
	Iteration 6Q: 3 clusters Score -117946.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -117953.351562 Penalty: 2258.391602
	Iteration 7Q: 3 clusters Score -117953.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -117958.468750 Penalty: 2258.391602
	Iteration 8Q: 3 clusters Score -117958.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -117960.875000 Penalty: 2258.391602
	Iteration 9Q: 3 clusters Score -117960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -117960.875000 Penalty: 2258.391602
	Iteration 10F: 3 clusters Score -117960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (105433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Entering Unmasked Estep 
Score: -12331716.000000 Penalty: 1879.447510
	Iteration 0F: 2 clusters Score -1.233172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -12264281.000000 Penalty: 3758.895020
	Iteration 0F: 3 clusters Score -1.226428e+07 nChanged 50182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -12293688.000000 Penalty: 3758.895020
	Iteration 1F: 3 clusters Score -1.229369e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -12294827.000000 Penalty: 3758.895020
	Iteration 2Q: 3 clusters Score -1.229483e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -12296484.000000 Penalty: 3758.895020
	Iteration 3Q: 3 clusters Score -1.229648e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -12298952.000000 Penalty: 3758.895020
	Iteration 4F: 3 clusters Score -1.229895e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -12302557.000000 Penalty: 3758.895020
	Iteration 5F: 3 clusters Score -1.230256e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -12307221.000000 Penalty: 3758.895020
	Iteration 6F: 3 clusters Score -1.230722e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -12312997.000000 Penalty: 3758.895020
	Iteration 7F: 3 clusters Score -1.2313e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70632 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -12318548.000000 Penalty: 3758.895020
	Iteration 8F: 3 clusters Score -1.231855e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -12321463.000000 Penalty: 3758.895020
	Iteration 9Q: 3 clusters Score -1.232146e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -12322733.000000 Penalty: 3758.895020
	Iteration 10Q: 3 clusters Score -1.232273e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -12323506.000000 Penalty: 3758.895020
	Iteration 11Q: 3 clusters Score -1.232351e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -12323957.000000 Penalty: 3758.895020
	Iteration 12Q: 3 clusters Score -1.232396e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -12324449.000000 Penalty: 3758.895020
	Iteration 13Q: 3 clusters Score -1.232445e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -12324776.000000 Penalty: 3758.895020
	Iteration 14Q: 3 clusters Score -1.232478e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -12325110.000000 Penalty: 3758.895020
	Iteration 15Q: 3 clusters Score -1.232511e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -12325286.000000 Penalty: 3758.895020
	Iteration 16Q: 3 clusters Score -1.232529e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -12325362.000000 Penalty: 3758.895020
	Iteration 17Q: 3 clusters Score -1.232536e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -12325492.000000 Penalty: 3758.895020
	Iteration 18Q: 3 clusters Score -1.232549e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -12325607.000000 Penalty: 3758.895020
	Iteration 19Q: 3 clusters Score -1.232561e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -12325771.000000 Penalty: 3758.895020
	Iteration 20F: 3 clusters Score -1.232577e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79691 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -12325823.000000 Penalty: 3758.895020
	Iteration 21Q: 3 clusters Score -1.232582e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -12325906.000000 Penalty: 3758.895020
	Iteration 22Q: 3 clusters Score -1.232591e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -12325960.000000 Penalty: 3758.895020
	Iteration 23Q: 3 clusters Score -1.232596e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81463 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -12326045.000000 Penalty: 3758.895020
	Iteration 24Q: 3 clusters Score -1.232604e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -12326160.000000 Penalty: 3758.895020
	Iteration 25Q: 3 clusters Score -1.232616e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -12326255.000000 Penalty: 3758.895020
	Iteration 26Q: 3 clusters Score -1.232626e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -12326350.000000 Penalty: 3758.895020
	Iteration 27Q: 3 clusters Score -1.232635e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -12326354.000000 Penalty: 3758.895020
	Iteration 28Q: 3 clusters Score -1.232635e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -12326367.000000 Penalty: 3758.895020
	Iteration 29Q: 3 clusters Score -1.232637e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -12326427.000000 Penalty: 3758.895020
	Iteration 30Q: 3 clusters Score -1.232643e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -12326524.000000 Penalty: 3758.895020
	Iteration 31Q: 3 clusters Score -1.232652e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -12326578.000000 Penalty: 3758.895020
	Iteration 32Q: 3 clusters Score -1.232658e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -12326604.000000 Penalty: 3758.895020
	Iteration 33Q: 3 clusters Score -1.23266e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -12326639.000000 Penalty: 3758.895020
	Iteration 34Q: 3 clusters Score -1.232664e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -12326796.000000 Penalty: 3758.895020
	Iteration 35Q: 3 clusters Score -1.23268e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -12326864.000000 Penalty: 3758.895020
	Iteration 36Q: 3 clusters Score -1.232686e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -12326916.000000 Penalty: 3758.895020
	Iteration 37Q: 3 clusters Score -1.232692e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -12327049.000000 Penalty: 3758.895020
	Iteration 38Q: 3 clusters Score -1.232705e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92657 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -12327191.000000 Penalty: 3758.895020
	Iteration 39Q: 3 clusters Score -1.232719e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -12327286.000000 Penalty: 3758.895020
	Iteration 40F: 3 clusters Score -1.232729e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -12327440.000000 Penalty: 3758.895020
	Iteration 41Q: 3 clusters Score -1.232744e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -12327579.000000 Penalty: 3758.895020
	Iteration 42Q: 3 clusters Score -1.232758e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95806 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -12327744.000000 Penalty: 3758.895020
	Iteration 43Q: 3 clusters Score -1.232774e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96530 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -12327835.000000 Penalty: 3758.895020
	Iteration 44Q: 3 clusters Score -1.232784e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -12327979.000000 Penalty: 3758.895020
	Iteration 45Q: 3 clusters Score -1.232798e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -12328112.000000 Penalty: 3758.895020
	Iteration 46Q: 3 clusters Score -1.232811e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -12328250.000000 Penalty: 3758.895020
	Iteration 47Q: 3 clusters Score -1.232825e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99055 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -12328360.000000 Penalty: 3758.895020
	Iteration 48Q: 3 clusters Score -1.232836e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -12328485.000000 Penalty: 3758.895020
	Iteration 49Q: 3 clusters Score -1.232848e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -12328596.000000 Penalty: 3758.895020
	Iteration 50Q: 3 clusters Score -1.23286e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100655 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -12328841.000000 Penalty: 3758.895020
	Iteration 51Q: 3 clusters Score -1.232884e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101114 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -12329082.000000 Penalty: 3758.895020
	Iteration 52Q: 3 clusters Score -1.232908e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -12329254.000000 Penalty: 3758.895020
	Iteration 53Q: 3 clusters Score -1.232925e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -12329391.000000 Penalty: 3758.895020
	Iteration 54Q: 3 clusters Score -1.232939e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102221 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -12329472.000000 Penalty: 3758.895020
	Iteration 55Q: 3 clusters Score -1.232947e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -12329595.000000 Penalty: 3758.895020
	Iteration 56Q: 3 clusters Score -1.23296e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102765 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -12329745.000000 Penalty: 3758.895020
	Iteration 57Q: 3 clusters Score -1.232974e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -12329768.000000 Penalty: 3758.895020
	Iteration 58Q: 3 clusters Score -1.232977e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103142 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -12329799.000000 Penalty: 3758.895020
	Iteration 59Q: 3 clusters Score -1.23298e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -12329856.000000 Penalty: 3758.895020
	Iteration 60F: 3 clusters Score -1.232986e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -12329936.000000 Penalty: 3758.895020
	Iteration 61Q: 3 clusters Score -1.232994e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -12329930.000000 Penalty: 3758.895020
	Iteration 62Q: 3 clusters Score -1.232993e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -12329953.000000 Penalty: 3758.895020
	Iteration 63Q: 3 clusters Score -1.232995e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103767 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12329969.000000 Penalty: 3758.895020
	Iteration 64Q: 3 clusters Score -1.232997e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103837 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12329984.000000 Penalty: 3758.895020
	Iteration 65Q: 3 clusters Score -1.232998e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -12329983.000000 Penalty: 3758.895020
	Iteration 66Q: 3 clusters Score -1.232998e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103964 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -12330010.000000 Penalty: 3758.895020
	Iteration 67Q: 3 clusters Score -1.233001e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104023 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12329995.000000 Penalty: 3758.895020
	Iteration 68Q: 3 clusters Score -1.233e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104068 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -12330015.000000 Penalty: 3758.895020
	Iteration 69Q: 3 clusters Score -1.233002e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104101 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -12330022.000000 Penalty: 3758.895020
	Iteration 70Q: 3 clusters Score -1.233002e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104140 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12330046.000000 Penalty: 3758.895020
	Iteration 71Q: 3 clusters Score -1.233005e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12330068.000000 Penalty: 3758.895020
	Iteration 72Q: 3 clusters Score -1.233007e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104234 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -12330089.000000 Penalty: 3758.895020
	Iteration 73Q: 3 clusters Score -1.233009e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104268 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12330093.000000 Penalty: 3758.895020
	Iteration 74Q: 3 clusters Score -1.233009e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104298 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -12330084.000000 Penalty: 3758.895020
	Iteration 75Q: 3 clusters Score -1.233008e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104324 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -12330100.000000 Penalty: 3758.895020
	Iteration 76Q: 3 clusters Score -1.23301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -12330091.000000 Penalty: 3758.895020
	Iteration 77Q: 3 clusters Score -1.233009e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12330104.000000 Penalty: 3758.895020
	Iteration 78Q: 3 clusters Score -1.23301e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104416 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12330102.000000 Penalty: 3758.895020
	Iteration 79Q: 3 clusters Score -1.23301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12330116.000000 Penalty: 3758.895020
	Iteration 80F: 3 clusters Score -1.233012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12330129.000000 Penalty: 3758.895020
	Iteration 81Q: 3 clusters Score -1.233013e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12330144.000000 Penalty: 3758.895020
	Iteration 82Q: 3 clusters Score -1.233014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12330146.000000 Penalty: 3758.895020
	Iteration 83Q: 3 clusters Score -1.233015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104520 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12330156.000000 Penalty: 3758.895020
	Iteration 84Q: 3 clusters Score -1.233016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104534 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -12330164.000000 Penalty: 3758.895020
	Iteration 85Q: 3 clusters Score -1.233016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -12330161.000000 Penalty: 3758.895020
	Iteration 86Q: 3 clusters Score -1.233016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104552 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12330156.000000 Penalty: 3758.895020
	Iteration 87Q: 3 clusters Score -1.233016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104562 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12330159.000000 Penalty: 3758.895020
	Iteration 88Q: 3 clusters Score -1.233016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12330170.000000 Penalty: 3758.895020
	Iteration 89Q: 3 clusters Score -1.233017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104578 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12330172.000000 Penalty: 3758.895020
	Iteration 90Q: 3 clusters Score -1.233017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12330174.000000 Penalty: 3758.895020
	Iteration 91Q: 3 clusters Score -1.233017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12330196.000000 Penalty: 3758.895020
	Iteration 92Q: 3 clusters Score -1.23302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12330197.000000 Penalty: 3758.895020
	Iteration 93Q: 3 clusters Score -1.23302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12330193.000000 Penalty: 3758.895020
	Iteration 94Q: 3 clusters Score -1.233019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -12330206.000000 Penalty: 3758.895020
	Iteration 95Q: 3 clusters Score -1.233021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -12330202.000000 Penalty: 3758.895020
	Iteration 96Q: 3 clusters Score -1.23302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12330201.000000 Penalty: 3758.895020
	Iteration 97Q: 3 clusters Score -1.23302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12330199.000000 Penalty: 3758.895020
	Iteration 98Q: 3 clusters Score -1.23302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104630 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12330210.000000 Penalty: 3758.895020
	Iteration 99Q: 3 clusters Score -1.233021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12330216.000000 Penalty: 3758.895020
	Iteration 100F: 3 clusters Score -1.233022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12330219.000000 Penalty: 3758.895020
	Iteration 101Q: 3 clusters Score -1.233022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104639 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12330223.000000 Penalty: 3758.895020
	Iteration 102Q: 3 clusters Score -1.233022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12330227.000000 Penalty: 3758.895020
	Iteration 103Q: 3 clusters Score -1.233023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104641 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12330233.000000 Penalty: 3758.895020
	Iteration 104Q: 3 clusters Score -1.233023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104643 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12330231.000000 Penalty: 3758.895020
	Iteration 105Q: 3 clusters Score -1.233023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12330229.000000 Penalty: 3758.895020
	Iteration 106Q: 3 clusters Score -1.233023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12330228.000000 Penalty: 3758.895020
	Iteration 107Q: 3 clusters Score -1.233023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104647 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12330229.000000 Penalty: 3758.895020
	Iteration 108Q: 3 clusters Score -1.233023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104647 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12330229.000000 Penalty: 3758.895020
	Iteration 109F: 3 clusters Score -1.233023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -40939.679688 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -40939.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39997.496094 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -39997.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40121.843750 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -40121.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40165.480469 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -40165.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40193.718750 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -40193.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40213.679688 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -40213.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40247.558594 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -40247.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40264.199219 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -40264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40279.273438 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -40279.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40285.296875 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -40285.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40286.296875 Penalty: 1953.661865
	Iteration 9Q: 3 clusters Score -40286.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40289.074219 Penalty: 1953.661865
	Iteration 10Q: 3 clusters Score -40289.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40293.070312 Penalty: 1953.661865
	Iteration 11Q: 3 clusters Score -40293.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40298.226562 Penalty: 1953.661865
	Iteration 12Q: 3 clusters Score -40298.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40305.019531 Penalty: 1953.661865
	Iteration 13Q: 3 clusters Score -40305.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40305.019531 Penalty: 1953.661865
	Iteration 14F: 3 clusters Score -40305.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Entering Unmasked Estep 
Score: -1541046.500000 Penalty: 1541.549072
	Iteration 0F: 2 clusters Score -1541046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1531880.750000 Penalty: 3083.098145
	Iteration 0F: 3 clusters Score -1531881 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1534875.500000 Penalty: 3083.098145
	Iteration 1F: 3 clusters Score -1534876 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1535123.250000 Penalty: 3083.098145
	Iteration 2F: 3 clusters Score -1535123 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1535308.750000 Penalty: 3083.098145
	Iteration 3Q: 3 clusters Score -1535309 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1535447.000000 Penalty: 3083.098145
	Iteration 4Q: 3 clusters Score -1535447 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1535592.625000 Penalty: 3083.098145
	Iteration 5Q: 3 clusters Score -1535593 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1535742.000000 Penalty: 3083.098145
	Iteration 6Q: 3 clusters Score -1535742 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1535922.750000 Penalty: 3083.098145
	Iteration 7Q: 3 clusters Score -1535923 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1536134.000000 Penalty: 3083.098145
	Iteration 8Q: 3 clusters Score -1536134 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1536402.750000 Penalty: 3083.098145
	Iteration 9Q: 3 clusters Score -1536403 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1536797.875000 Penalty: 3083.098145
	Iteration 10Q: 3 clusters Score -1536798 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1537315.875000 Penalty: 3083.098145
	Iteration 11F: 3 clusters Score -1537316 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1537921.250000 Penalty: 3083.098145
	Iteration 12F: 3 clusters Score -1537921 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1538507.500000 Penalty: 3083.098145
	Iteration 13F: 3 clusters Score -1538508 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1539000.000000 Penalty: 3083.098145
	Iteration 14Q: 3 clusters Score -1539000 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1539313.375000 Penalty: 3083.098145
	Iteration 15Q: 3 clusters Score -1539313 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1539474.375000 Penalty: 3083.098145
	Iteration 16Q: 3 clusters Score -1539474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1539547.500000 Penalty: 3083.098145
	Iteration 17Q: 3 clusters Score -1539548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1539588.375000 Penalty: 3083.098145
	Iteration 18Q: 3 clusters Score -1539588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1539624.250000 Penalty: 3083.098145
	Iteration 19Q: 3 clusters Score -1539624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1539646.875000 Penalty: 3083.098145
	Iteration 20F: 3 clusters Score -1539647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1539654.125000 Penalty: 3083.098145
	Iteration 21Q: 3 clusters Score -1539654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1539668.500000 Penalty: 3083.098145
	Iteration 22Q: 3 clusters Score -1539668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1539677.375000 Penalty: 3083.098145
	Iteration 23Q: 3 clusters Score -1539677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1539687.875000 Penalty: 3083.098145
	Iteration 24Q: 3 clusters Score -1539688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1539696.375000 Penalty: 3083.098145
	Iteration 25Q: 3 clusters Score -1539696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1539695.250000 Penalty: 3083.098145
	Iteration 26Q: 3 clusters Score -1539695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1539697.875000 Penalty: 3083.098145
	Iteration 27Q: 3 clusters Score -1539698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1539703.375000 Penalty: 3083.098145
	Iteration 28Q: 3 clusters Score -1539703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1539703.375000 Penalty: 3083.098145
	Iteration 29F: 3 clusters Score -1539703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53897 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62147 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70788 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98073 members 
Mstep: Class 21 contains 128549 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93818 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105433 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213672.000000 Penalty: 63808.488281
Iteration 399Q: 30 clusters Score -8.621367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53897 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62147 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70787 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98071 members 
Mstep: Class 21 contains 128548 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93819 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105434 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 400F: 30 clusters Score -8.621366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53896 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62148 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70787 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98067 members 
Mstep: Class 21 contains 128545 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93824 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105433 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213648.000000 Penalty: 63808.488281
Iteration 401Q: 30 clusters Score -8.621365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53894 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62149 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70786 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98066 members 
Mstep: Class 21 contains 128542 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93829 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105432 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213664.000000 Penalty: 63808.488281
Iteration 402Q: 30 clusters Score -8.621366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53890 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62152 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70783 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33364 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98063 members 
Mstep: Class 21 contains 128541 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93836 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105433 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213680.000000 Penalty: 63808.488281
Iteration 403Q: 30 clusters Score -8.621368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53889 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62153 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70779 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98055 members 
Mstep: Class 21 contains 128544 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93845 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105433 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213680.000000 Penalty: 63808.488281
Iteration 404Q: 30 clusters Score -8.621368e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53884 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62154 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70778 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33366 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98050 members 
Mstep: Class 21 contains 128545 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93848 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105437 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213672.000000 Penalty: 63808.488281
Iteration 405Q: 30 clusters Score -8.621367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53885 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62155 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70780 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33366 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98049 members 
Mstep: Class 21 contains 128542 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93849 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213680.000000 Penalty: 63808.488281
Iteration 406Q: 30 clusters Score -8.621368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53885 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62155 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70779 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33366 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98047 members 
Mstep: Class 21 contains 128542 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93854 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105433 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213688.000000 Penalty: 63808.488281
Iteration 407Q: 30 clusters Score -8.621369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53888 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62157 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70778 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 98044 members 
Mstep: Class 21 contains 128544 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93854 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105430 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213672.000000 Penalty: 63808.488281
Iteration 408Q: 30 clusters Score -8.621367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53885 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62159 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70776 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5085 members 
Mstep: Class 20 contains 98041 members 
Mstep: Class 21 contains 128545 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93857 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105431 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213648.000000 Penalty: 63808.488281
Iteration 409Q: 30 clusters Score -8.621365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53881 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 62161 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70774 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5086 members 
Mstep: Class 20 contains 98039 members 
Mstep: Class 21 contains 128546 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93859 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105433 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213680.000000 Penalty: 63808.488281
Iteration 410Q: 30 clusters Score -8.621368e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53879 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62163 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70772 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5088 members 
Mstep: Class 20 contains 98039 members 
Mstep: Class 21 contains 128544 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93858 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213688.000000 Penalty: 63808.488281
Iteration 411Q: 30 clusters Score -8.621369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53876 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62165 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70770 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33366 members 
Mstep: Class 15 contains 4599 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5089 members 
Mstep: Class 20 contains 98039 members 
Mstep: Class 21 contains 128543 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93860 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213648.000000 Penalty: 63808.488281
Iteration 412Q: 30 clusters Score -8.621365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53876 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62165 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70767 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 98035 members 
Mstep: Class 21 contains 128546 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93863 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213672.000000 Penalty: 63808.488281
Iteration 413Q: 30 clusters Score -8.621367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53873 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62165 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70765 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5095 members 
Mstep: Class 20 contains 98037 members 
Mstep: Class 21 contains 128547 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93863 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 414Q: 30 clusters Score -8.621366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53871 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62165 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70764 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33365 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98036 members 
Mstep: Class 21 contains 128543 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93867 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213680.000000 Penalty: 63808.488281
Iteration 415Q: 30 clusters Score -8.621368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53866 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62166 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70763 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15761 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33364 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98036 members 
Mstep: Class 21 contains 128542 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93868 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105439 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213672.000000 Penalty: 63808.488281
Iteration 416Q: 30 clusters Score -8.621367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53864 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62166 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70764 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33364 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98035 members 
Mstep: Class 21 contains 128542 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93871 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105438 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213664.000000 Penalty: 63808.488281
Iteration 417Q: 30 clusters Score -8.621366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53862 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62166 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70762 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98035 members 
Mstep: Class 21 contains 128544 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93875 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105437 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213664.000000 Penalty: 63808.488281
Iteration 418Q: 30 clusters Score -8.621366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53860 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62165 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98036 members 
Mstep: Class 21 contains 128542 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93881 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213648.000000 Penalty: 63808.488281
Iteration 419Q: 30 clusters Score -8.621365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53860 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62165 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70760 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98034 members 
Mstep: Class 21 contains 128541 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93885 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 420F: 30 clusters Score -8.621366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53859 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62165 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15762 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98035 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93885 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213664.000000 Penalty: 63808.488281
Iteration 421Q: 30 clusters Score -8.621366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53858 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62165 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15763 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98036 members 
Mstep: Class 21 contains 128541 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93884 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213696.000000 Penalty: 63808.488281
Iteration 422Q: 30 clusters Score -8.62137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53856 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62166 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98038 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93884 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105434 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 423Q: 30 clusters Score -8.621366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53855 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62166 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98037 members 
Mstep: Class 21 contains 128539 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93886 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 424Q: 30 clusters Score -8.621366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53856 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62166 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98037 members 
Mstep: Class 21 contains 128539 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93885 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105435 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213664.000000 Penalty: 63808.488281
Iteration 425Q: 30 clusters Score -8.621366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53853 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62166 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98038 members 
Mstep: Class 21 contains 128539 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93886 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105436 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 426Q: 30 clusters Score -8.621366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 53851 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62166 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98038 members 
Mstep: Class 21 contains 128539 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93887 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105437 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 427Q: 30 clusters Score -8.621366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4124 members 
Mstep: Class 4 contains 53851 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62166 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98036 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93887 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105439 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213632.000000 Penalty: 63808.488281
Iteration 428Q: 30 clusters Score -8.621363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53851 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62167 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98035 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93888 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105440 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213648.000000 Penalty: 63808.488281
Iteration 429Q: 30 clusters Score -8.621365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53849 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62167 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98033 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93891 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105441 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213648.000000 Penalty: 63808.488281
Iteration 430Q: 30 clusters Score -8.621365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53846 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62168 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98032 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93892 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105443 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213632.000000 Penalty: 63808.488281
Iteration 431Q: 30 clusters Score -8.621363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53843 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62168 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98032 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93893 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105445 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213624.000000 Penalty: 63808.488281
Iteration 432Q: 30 clusters Score -8.621362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53843 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62167 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98032 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93892 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213632.000000 Penalty: 63808.488281
Iteration 433Q: 30 clusters Score -8.621363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53844 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62167 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98032 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93891 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105447 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213640.000000 Penalty: 63808.488281
Iteration 434Q: 30 clusters Score -8.621364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53846 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62167 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98033 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93889 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105446 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213648.000000 Penalty: 63808.488281
Iteration 435Q: 30 clusters Score -8.621365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53848 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62167 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98032 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93886 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105448 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 436Q: 30 clusters Score -8.621366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53851 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62167 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70761 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98030 members 
Mstep: Class 21 contains 128541 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93883 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105449 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 437Q: 30 clusters Score -8.621366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53851 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62167 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70762 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98030 members 
Mstep: Class 21 contains 128540 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93884 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105448 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213648.000000 Penalty: 63808.488281
Iteration 438Q: 30 clusters Score -8.621365e+07 nChanged 9
Entering ConstructFrom: 
Score: -86213648.000000 Penalty: 63808.488281
Entering ConstructFrom: 
Trying to split cluster 1 (29170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Entering Unmasked Estep 
Score: -3264520.250000 Penalty: 1670.645630
	Iteration 0F: 2 clusters Score -3264520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3244968.000000 Penalty: 3341.291260
	Iteration 0F: 3 clusters Score -3244968 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3252388.750000 Penalty: 3341.291260
	Iteration 1F: 3 clusters Score -3252389 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3253065.250000 Penalty: 3341.291260
	Iteration 2F: 3 clusters Score -3253065 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3253828.750000 Penalty: 3341.291260
	Iteration 3F: 3 clusters Score -3253829 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3254789.750000 Penalty: 3341.291260
	Iteration 4F: 3 clusters Score -3254790 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3256048.000000 Penalty: 3341.291260
	Iteration 5F: 3 clusters Score -3256048 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3257520.250000 Penalty: 3341.291260
	Iteration 6F: 3 clusters Score -3257520 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -3259170.750000 Penalty: 3341.291260
	Iteration 7F: 3 clusters Score -3259171 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3261051.750000 Penalty: 3341.291260
	Iteration 8F: 3 clusters Score -3261052 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3262631.500000 Penalty: 3341.291260
	Iteration 9Q: 3 clusters Score -3262632 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3263077.000000 Penalty: 3341.291260
	Iteration 10Q: 3 clusters Score -3263077 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3263207.000000 Penalty: 3341.291260
	Iteration 11Q: 3 clusters Score -3263207 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3263284.500000 Penalty: 3341.291260
	Iteration 12Q: 3 clusters Score -3263284 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3263309.250000 Penalty: 3341.291260
	Iteration 13Q: 3 clusters Score -3263309 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3263348.250000 Penalty: 3341.291260
	Iteration 14Q: 3 clusters Score -3263348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3263361.500000 Penalty: 3341.291260
	Iteration 15Q: 3 clusters Score -3263362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3263367.000000 Penalty: 3341.291260
	Iteration 16Q: 3 clusters Score -3263367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3263382.750000 Penalty: 3341.291260
	Iteration 17Q: 3 clusters Score -3263383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3263393.000000 Penalty: 3341.291260
	Iteration 18Q: 3 clusters Score -3263393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3263407.000000 Penalty: 3341.291260
	Iteration 19Q: 3 clusters Score -3263407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3263404.750000 Penalty: 3341.291260
	Iteration 20F: 3 clusters Score -3263405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3263397.000000 Penalty: 3341.291260
	Iteration 21Q: 3 clusters Score -3263397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3263395.750000 Penalty: 3341.291260
	Iteration 22Q: 3 clusters Score -3263396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3263401.500000 Penalty: 3341.291260
	Iteration 23Q: 3 clusters Score -3263402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3263407.250000 Penalty: 3341.291260
	Iteration 24Q: 3 clusters Score -3263407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3263408.250000 Penalty: 3341.291260
	Iteration 25Q: 3 clusters Score -3263408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3263413.250000 Penalty: 3341.291260
	Iteration 26Q: 3 clusters Score -3263413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3263410.500000 Penalty: 3341.291260
	Iteration 27Q: 3 clusters Score -3263410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3263408.000000 Penalty: 3341.291260
	Iteration 28Q: 3 clusters Score -3263408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3263407.750000 Penalty: 3341.291260
	Iteration 29Q: 3 clusters Score -3263408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3263412.000000 Penalty: 3341.291260
	Iteration 30Q: 3 clusters Score -3263412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3263418.250000 Penalty: 3341.291260
	Iteration 31Q: 3 clusters Score -3263418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -3263422.250000 Penalty: 3341.291260
	Iteration 32Q: 3 clusters Score -3263422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3263425.750000 Penalty: 3341.291260
	Iteration 33Q: 3 clusters Score -3263426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3263422.750000 Penalty: 3341.291260
	Iteration 34Q: 3 clusters Score -3263423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3263427.500000 Penalty: 3341.291260
	Iteration 35Q: 3 clusters Score -3263428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3263423.750000 Penalty: 3341.291260
	Iteration 36Q: 3 clusters Score -3263424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3263423.500000 Penalty: 3341.291260
	Iteration 37Q: 3 clusters Score -3263424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3263425.750000 Penalty: 3341.291260
	Iteration 38Q: 3 clusters Score -3263426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3263419.000000 Penalty: 3341.291260
	Iteration 39Q: 3 clusters Score -3263419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3263425.000000 Penalty: 3341.291260
	Iteration 40F: 3 clusters Score -3263425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3263427.250000 Penalty: 3341.291260
	Iteration 41Q: 3 clusters Score -3263427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3263423.750000 Penalty: 3341.291260
	Iteration 42Q: 3 clusters Score -3263424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3263427.250000 Penalty: 3341.291260
	Iteration 43Q: 3 clusters Score -3263427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3263425.500000 Penalty: 3341.291260
	Iteration 44Q: 3 clusters Score -3263426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3263427.500000 Penalty: 3341.291260
	Iteration 45Q: 3 clusters Score -3263428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3263429.750000 Penalty: 3341.291260
	Iteration 46Q: 3 clusters Score -3263430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3263433.000000 Penalty: 3341.291260
	Iteration 47Q: 3 clusters Score -3263433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3263433.750000 Penalty: 3341.291260
	Iteration 48Q: 3 clusters Score -3263434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3263430.750000 Penalty: 3341.291260
	Iteration 49Q: 3 clusters Score -3263431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3263436.250000 Penalty: 3341.291260
	Iteration 50Q: 3 clusters Score -3263436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3263434.500000 Penalty: 3341.291260
	Iteration 51Q: 3 clusters Score -3263434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3263433.750000 Penalty: 3341.291260
	Iteration 52Q: 3 clusters Score -3263434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3263439.250000 Penalty: 3341.291260
	Iteration 53Q: 3 clusters Score -3263439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3263439.500000 Penalty: 3341.291260
	Iteration 54Q: 3 clusters Score -3263440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3263437.500000 Penalty: 3341.291260
	Iteration 55Q: 3 clusters Score -3263438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3263438.750000 Penalty: 3341.291260
	Iteration 56Q: 3 clusters Score -3263439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3263440.750000 Penalty: 3341.291260
	Iteration 57Q: 3 clusters Score -3263441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3263444.750000 Penalty: 3341.291260
	Iteration 58Q: 3 clusters Score -3263445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3263444.000000 Penalty: 3341.291260
	Iteration 59Q: 3 clusters Score -3263444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3263445.250000 Penalty: 3341.291260
	Iteration 60F: 3 clusters Score -3263445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3263444.500000 Penalty: 3341.291260
	Iteration 61Q: 3 clusters Score -3263444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3263444.000000 Penalty: 3341.291260
	Iteration 62Q: 3 clusters Score -3263444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3263441.750000 Penalty: 3341.291260
	Iteration 63Q: 3 clusters Score -3263442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3263441.750000 Penalty: 3341.291260
	Iteration 64F: 3 clusters Score -3263442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Entering Unmasked Estep 
Score: -697232.812500 Penalty: 1427.625366
	Iteration 0F: 2 clusters Score -697232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -692360.437500 Penalty: 2855.250732
	Iteration 0F: 3 clusters Score -692360.4 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -694054.812500 Penalty: 2855.250732
	Iteration 1F: 3 clusters Score -694054.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -694412.125000 Penalty: 2855.250732
	Iteration 2F: 3 clusters Score -694412.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -694798.625000 Penalty: 2855.250732
	Iteration 3F: 3 clusters Score -694798.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -695229.875000 Penalty: 2855.250732
	Iteration 4F: 3 clusters Score -695229.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -695592.812500 Penalty: 2855.250732
	Iteration 5F: 3 clusters Score -695592.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -695871.187500 Penalty: 2855.250732
	Iteration 6F: 3 clusters Score -695871.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -696075.500000 Penalty: 2855.250732
	Iteration 7Q: 3 clusters Score -696075.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -696189.312500 Penalty: 2855.250732
	Iteration 8Q: 3 clusters Score -696189.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -696248.500000 Penalty: 2855.250732
	Iteration 9Q: 3 clusters Score -696248.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -696298.687500 Penalty: 2855.250732
	Iteration 10Q: 3 clusters Score -696298.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -696335.812500 Penalty: 2855.250732
	Iteration 11Q: 3 clusters Score -696335.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -696366.687500 Penalty: 2855.250732
	Iteration 12Q: 3 clusters Score -696366.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -696393.625000 Penalty: 2855.250732
	Iteration 13Q: 3 clusters Score -696393.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -696411.687500 Penalty: 2855.250732
	Iteration 14Q: 3 clusters Score -696411.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -696424.375000 Penalty: 2855.250732
	Iteration 15Q: 3 clusters Score -696424.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -696434.000000 Penalty: 2855.250732
	Iteration 16Q: 3 clusters Score -696434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -696445.000000 Penalty: 2855.250732
	Iteration 17Q: 3 clusters Score -696445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -696455.625000 Penalty: 2855.250732
	Iteration 18Q: 3 clusters Score -696455.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -696466.562500 Penalty: 2855.250732
	Iteration 19Q: 3 clusters Score -696466.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -696473.312500 Penalty: 2855.250732
	Iteration 20F: 3 clusters Score -696473.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -696480.062500 Penalty: 2855.250732
	Iteration 21Q: 3 clusters Score -696480.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -696482.625000 Penalty: 2855.250732
	Iteration 22Q: 3 clusters Score -696482.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -696484.000000 Penalty: 2855.250732
	Iteration 23Q: 3 clusters Score -696484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -696488.187500 Penalty: 2855.250732
	Iteration 24Q: 3 clusters Score -696488.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -696491.625000 Penalty: 2855.250732
	Iteration 25Q: 3 clusters Score -696491.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -696492.562500 Penalty: 2855.250732
	Iteration 26Q: 3 clusters Score -696492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -696493.125000 Penalty: 2855.250732
	Iteration 27Q: 3 clusters Score -696493.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -696493.812500 Penalty: 2855.250732
	Iteration 28Q: 3 clusters Score -696493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -696494.750000 Penalty: 2855.250732
	Iteration 29Q: 3 clusters Score -696494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -696494.750000 Penalty: 2855.250732
	Iteration 30F: 3 clusters Score -696494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -482529.875000 Penalty: 1352.704590
	Iteration 0F: 2 clusters Score -482529.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -479068.656250 Penalty: 2705.409180
	Iteration 0F: 3 clusters Score -479068.7 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -479992.531250 Penalty: 2705.409180
	Iteration 1F: 3 clusters Score -479992.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -480178.875000 Penalty: 2705.409180
	Iteration 2F: 3 clusters Score -480178.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -480305.281250 Penalty: 2705.409180
	Iteration 3F: 3 clusters Score -480305.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -480409.187500 Penalty: 2705.409180
	Iteration 4Q: 3 clusters Score -480409.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -480497.625000 Penalty: 2705.409180
	Iteration 5Q: 3 clusters Score -480497.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -480576.968750 Penalty: 2705.409180
	Iteration 6Q: 3 clusters Score -480577 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -480651.500000 Penalty: 2705.409180
	Iteration 7Q: 3 clusters Score -480651.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -480723.218750 Penalty: 2705.409180
	Iteration 8Q: 3 clusters Score -480723.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -480780.906250 Penalty: 2705.409180
	Iteration 9Q: 3 clusters Score -480780.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -480830.218750 Penalty: 2705.409180
	Iteration 10Q: 3 clusters Score -480830.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -480880.531250 Penalty: 2705.409180
	Iteration 11Q: 3 clusters Score -480880.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -480935.375000 Penalty: 2705.409180
	Iteration 12Q: 3 clusters Score -480935.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -480982.500000 Penalty: 2705.409180
	Iteration 13Q: 3 clusters Score -480982.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -481012.625000 Penalty: 2705.409180
	Iteration 14Q: 3 clusters Score -481012.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -481041.968750 Penalty: 2705.409180
	Iteration 15Q: 3 clusters Score -481042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -481071.718750 Penalty: 2705.409180
	Iteration 16Q: 3 clusters Score -481071.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -481093.843750 Penalty: 2705.409180
	Iteration 17Q: 3 clusters Score -481093.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -481111.000000 Penalty: 2705.409180
	Iteration 18Q: 3 clusters Score -481111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -481127.312500 Penalty: 2705.409180
	Iteration 19Q: 3 clusters Score -481127.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -481144.718750 Penalty: 2705.409180
	Iteration 20F: 3 clusters Score -481144.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -481158.437500 Penalty: 2705.409180
	Iteration 21Q: 3 clusters Score -481158.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -481171.093750 Penalty: 2705.409180
	Iteration 22Q: 3 clusters Score -481171.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -481186.937500 Penalty: 2705.409180
	Iteration 23Q: 3 clusters Score -481186.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -481206.906250 Penalty: 2705.409180
	Iteration 24Q: 3 clusters Score -481206.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -481231.562500 Penalty: 2705.409180
	Iteration 25Q: 3 clusters Score -481231.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -481255.781250 Penalty: 2705.409180
	Iteration 26Q: 3 clusters Score -481255.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -481274.843750 Penalty: 2705.409180
	Iteration 27Q: 3 clusters Score -481274.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -481285.843750 Penalty: 2705.409180
	Iteration 28Q: 3 clusters Score -481285.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -481291.343750 Penalty: 2705.409180
	Iteration 29Q: 3 clusters Score -481291.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -481293.781250 Penalty: 2705.409180
	Iteration 30Q: 3 clusters Score -481293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -481295.375000 Penalty: 2705.409180
	Iteration 31Q: 3 clusters Score -481295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -481296.562500 Penalty: 2705.409180
	Iteration 32Q: 3 clusters Score -481296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -481299.843750 Penalty: 2705.409180
	Iteration 33Q: 3 clusters Score -481299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -481302.687500 Penalty: 2705.409180
	Iteration 34Q: 3 clusters Score -481302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -481305.687500 Penalty: 2705.409180
	Iteration 35Q: 3 clusters Score -481305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -481308.093750 Penalty: 2705.409180
	Iteration 36Q: 3 clusters Score -481308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -481308.343750 Penalty: 2705.409180
	Iteration 37Q: 3 clusters Score -481308.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -481311.468750 Penalty: 2705.409180
	Iteration 38Q: 3 clusters Score -481311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -481313.593750 Penalty: 2705.409180
	Iteration 39Q: 3 clusters Score -481313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -481315.687500 Penalty: 2705.409180
	Iteration 40F: 3 clusters Score -481315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -481316.156250 Penalty: 2705.409180
	Iteration 41Q: 3 clusters Score -481316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -481316.156250 Penalty: 2705.409180
	Iteration 42F: 3 clusters Score -481316.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Entering Unmasked Estep 
Score: -6379108.500000 Penalty: 1770.265137
	Iteration 0F: 2 clusters Score -6379108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -6342983.500000 Penalty: 3540.530273
	Iteration 0F: 3 clusters Score -6342984 nChanged 25340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -6357469.500000 Penalty: 3540.530273
	Iteration 1F: 3 clusters Score -6357470 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -6358183.000000 Penalty: 3540.530273
	Iteration 2Q: 3 clusters Score -6358183 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -6359178.500000 Penalty: 3540.530273
	Iteration 3Q: 3 clusters Score -6359178 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -6360876.000000 Penalty: 3540.530273
	Iteration 4F: 3 clusters Score -6360876 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -6363636.000000 Penalty: 3540.530273
	Iteration 5F: 3 clusters Score -6363636 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -6367756.500000 Penalty: 3540.530273
	Iteration 6F: 3 clusters Score -6367756 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -6372310.000000 Penalty: 3540.530273
	Iteration 7F: 3 clusters Score -6372310 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -6375544.500000 Penalty: 3540.530273
	Iteration 8F: 3 clusters Score -6375544 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -6376896.000000 Penalty: 3540.530273
	Iteration 9Q: 3 clusters Score -6376896 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -6377337.000000 Penalty: 3540.530273
	Iteration 10Q: 3 clusters Score -6377337 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -6377457.500000 Penalty: 3540.530273
	Iteration 11Q: 3 clusters Score -6377458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -6377489.000000 Penalty: 3540.530273
	Iteration 12Q: 3 clusters Score -6377489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
Score: -6377512.000000 Penalty: 3540.530273
	Iteration 13Q: 3 clusters Score -6377512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -6377539.000000 Penalty: 3540.530273
	Iteration 14Q: 3 clusters Score -6377539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -6377553.000000 Penalty: 3540.530273
	Iteration 15Q: 3 clusters Score -6377553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -6377556.000000 Penalty: 3540.530273
	Iteration 16Q: 3 clusters Score -6377556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -6377556.000000 Penalty: 3540.530273
	Iteration 17F: 3 clusters Score -6377556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -337053.281250 Penalty: 1303.507446
	Iteration 0F: 2 clusters Score -337053.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -334308.062500 Penalty: 2607.014893
	Iteration 0F: 3 clusters Score -334308.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -334918.062500 Penalty: 2607.014893
	Iteration 1F: 3 clusters Score -334918.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -335055.531250 Penalty: 2607.014893
	Iteration 2F: 3 clusters Score -335055.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -335152.406250 Penalty: 2607.014893
	Iteration 3Q: 3 clusters Score -335152.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -335227.468750 Penalty: 2607.014893
	Iteration 4Q: 3 clusters Score -335227.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -335277.625000 Penalty: 2607.014893
	Iteration 5Q: 3 clusters Score -335277.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -335334.406250 Penalty: 2607.014893
	Iteration 6Q: 3 clusters Score -335334.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -335391.812500 Penalty: 2607.014893
	Iteration 7Q: 3 clusters Score -335391.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -335431.875000 Penalty: 2607.014893
	Iteration 8Q: 3 clusters Score -335431.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -335474.531250 Penalty: 2607.014893
	Iteration 9Q: 3 clusters Score -335474.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -335529.468750 Penalty: 2607.014893
	Iteration 10Q: 3 clusters Score -335529.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -335584.343750 Penalty: 2607.014893
	Iteration 11Q: 3 clusters Score -335584.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -335642.531250 Penalty: 2607.014893
	Iteration 12Q: 3 clusters Score -335642.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -335694.125000 Penalty: 2607.014893
	Iteration 13Q: 3 clusters Score -335694.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -335735.625000 Penalty: 2607.014893
	Iteration 14Q: 3 clusters Score -335735.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -335763.343750 Penalty: 2607.014893
	Iteration 15Q: 3 clusters Score -335763.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -335789.812500 Penalty: 2607.014893
	Iteration 16Q: 3 clusters Score -335789.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -335816.031250 Penalty: 2607.014893
	Iteration 17Q: 3 clusters Score -335816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -335832.781250 Penalty: 2607.014893
	Iteration 18Q: 3 clusters Score -335832.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -335846.500000 Penalty: 2607.014893
	Iteration 19Q: 3 clusters Score -335846.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -335864.093750 Penalty: 2607.014893
	Iteration 20F: 3 clusters Score -335864.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -335876.562500 Penalty: 2607.014893
	Iteration 21Q: 3 clusters Score -335876.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -335891.062500 Penalty: 2607.014893
	Iteration 22Q: 3 clusters Score -335891.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -335906.625000 Penalty: 2607.014893
	Iteration 23Q: 3 clusters Score -335906.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -335925.687500 Penalty: 2607.014893
	Iteration 24Q: 3 clusters Score -335925.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -335941.656250 Penalty: 2607.014893
	Iteration 25Q: 3 clusters Score -335941.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -335956.062500 Penalty: 2607.014893
	Iteration 26Q: 3 clusters Score -335956.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -335965.312500 Penalty: 2607.014893
	Iteration 27Q: 3 clusters Score -335965.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -335975.593750 Penalty: 2607.014893
	Iteration 28Q: 3 clusters Score -335975.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -335983.031250 Penalty: 2607.014893
	Iteration 29Q: 3 clusters Score -335983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -335990.218750 Penalty: 2607.014893
	Iteration 30Q: 3 clusters Score -335990.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -335995.343750 Penalty: 2607.014893
	Iteration 31Q: 3 clusters Score -335995.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -335996.687500 Penalty: 2607.014893
	Iteration 32Q: 3 clusters Score -335996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -335997.968750 Penalty: 2607.014893
	Iteration 33Q: 3 clusters Score -335998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -335999.156250 Penalty: 2607.014893
	Iteration 34Q: 3 clusters Score -335999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -335999.156250 Penalty: 2607.014893
	Iteration 35F: 3 clusters Score -335999.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Entering Unmasked Estep 
Score: -7245457.000000 Penalty: 1793.606689
	Iteration 0F: 2 clusters Score -7245457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -7204061.500000 Penalty: 3587.213379
	Iteration 0F: 3 clusters Score -7204062 nChanged 29257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -7221338.000000 Penalty: 3587.213379
	Iteration 1F: 3 clusters Score -7221338 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -7222472.000000 Penalty: 3587.213379
	Iteration 2Q: 3 clusters Score -7222472 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -7223893.500000 Penalty: 3587.213379
	Iteration 3Q: 3 clusters Score -7223894 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -7225726.500000 Penalty: 3587.213379
	Iteration 4F: 3 clusters Score -7225726 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -7228231.500000 Penalty: 3587.213379
	Iteration 5F: 3 clusters Score -7228232 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -7231352.500000 Penalty: 3587.213379
	Iteration 6F: 3 clusters Score -7231352 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -7234587.000000 Penalty: 3587.213379
	Iteration 7F: 3 clusters Score -7234587 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -7237144.000000 Penalty: 3587.213379
	Iteration 8F: 3 clusters Score -7237144 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -7238756.000000 Penalty: 3587.213379
	Iteration 9Q: 3 clusters Score -7238756 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -7239822.000000 Penalty: 3587.213379
	Iteration 10Q: 3 clusters Score -7239822 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -7240608.500000 Penalty: 3587.213379
	Iteration 11Q: 3 clusters Score -7240608 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -7241288.500000 Penalty: 3587.213379
	Iteration 12Q: 3 clusters Score -7241288 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -7241870.000000 Penalty: 3587.213379
	Iteration 13Q: 3 clusters Score -7241870 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -7242298.000000 Penalty: 3587.213379
	Iteration 14Q: 3 clusters Score -7242298 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -7242598.500000 Penalty: 3587.213379
	Iteration 15Q: 3 clusters Score -7242598 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -7242840.500000 Penalty: 3587.213379
	Iteration 16Q: 3 clusters Score -7242840 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -7243011.500000 Penalty: 3587.213379
	Iteration 17Q: 3 clusters Score -7243012 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -7243181.500000 Penalty: 3587.213379
	Iteration 18Q: 3 clusters Score -7243182 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -7243276.000000 Penalty: 3587.213379
	Iteration 19Q: 3 clusters Score -7243276 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -7243363.000000 Penalty: 3587.213379
	Iteration 20F: 3 clusters Score -7243363 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -7243448.000000 Penalty: 3587.213379
	Iteration 21Q: 3 clusters Score -7243448 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -7243517.000000 Penalty: 3587.213379
	Iteration 22Q: 3 clusters Score -7243517 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -7243590.500000 Penalty: 3587.213379
	Iteration 23Q: 3 clusters Score -7243590 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -7243640.000000 Penalty: 3587.213379
	Iteration 24Q: 3 clusters Score -7243640 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -7243674.500000 Penalty: 3587.213379
	Iteration 25Q: 3 clusters Score -7243674 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -7243708.500000 Penalty: 3587.213379
	Iteration 26Q: 3 clusters Score -7243708 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -7243748.000000 Penalty: 3587.213379
	Iteration 27Q: 3 clusters Score -7243748 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -7243763.500000 Penalty: 3587.213379
	Iteration 28Q: 3 clusters Score -7243764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -7243776.000000 Penalty: 3587.213379
	Iteration 29Q: 3 clusters Score -7243776 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -7243791.500000 Penalty: 3587.213379
	Iteration 30Q: 3 clusters Score -7243792 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -7243827.000000 Penalty: 3587.213379
	Iteration 31Q: 3 clusters Score -7243827 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -7243829.500000 Penalty: 3587.213379
	Iteration 32Q: 3 clusters Score -7243830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -7243872.000000 Penalty: 3587.213379
	Iteration 33Q: 3 clusters Score -7243872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -7243892.000000 Penalty: 3587.213379
	Iteration 34Q: 3 clusters Score -7243892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -7243899.000000 Penalty: 3587.213379
	Iteration 35Q: 3 clusters Score -7243899 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -7243925.500000 Penalty: 3587.213379
	Iteration 36Q: 3 clusters Score -7243926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -7243960.500000 Penalty: 3587.213379
	Iteration 37Q: 3 clusters Score -7243960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -7243969.000000 Penalty: 3587.213379
	Iteration 38Q: 3 clusters Score -7243969 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -7244013.500000 Penalty: 3587.213379
	Iteration 39Q: 3 clusters Score -7244014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -7244057.500000 Penalty: 3587.213379
	Iteration 40F: 3 clusters Score -7244058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -7244084.500000 Penalty: 3587.213379
	Iteration 41Q: 3 clusters Score -7244084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -7244111.000000 Penalty: 3587.213379
	Iteration 42Q: 3 clusters Score -7244111 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -7244132.500000 Penalty: 3587.213379
	Iteration 43Q: 3 clusters Score -7244132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -7244149.500000 Penalty: 3587.213379
	Iteration 44Q: 3 clusters Score -7244150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -7244180.000000 Penalty: 3587.213379
	Iteration 45Q: 3 clusters Score -7244180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -7244201.000000 Penalty: 3587.213379
	Iteration 46Q: 3 clusters Score -7244201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -7244224.500000 Penalty: 3587.213379
	Iteration 47Q: 3 clusters Score -7244224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -7244239.000000 Penalty: 3587.213379
	Iteration 48Q: 3 clusters Score -7244239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -7244253.000000 Penalty: 3587.213379
	Iteration 49Q: 3 clusters Score -7244253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -7244254.500000 Penalty: 3587.213379
	Iteration 50Q: 3 clusters Score -7244254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -7244272.500000 Penalty: 3587.213379
	Iteration 51Q: 3 clusters Score -7244272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -7244286.000000 Penalty: 3587.213379
	Iteration 52Q: 3 clusters Score -7244286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -7244293.000000 Penalty: 3587.213379
	Iteration 53Q: 3 clusters Score -7244293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7244298.500000 Penalty: 3587.213379
	Iteration 54Q: 3 clusters Score -7244298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -7244307.000000 Penalty: 3587.213379
	Iteration 55Q: 3 clusters Score -7244307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -7244311.000000 Penalty: 3587.213379
	Iteration 56Q: 3 clusters Score -7244311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -7244328.000000 Penalty: 3587.213379
	Iteration 57Q: 3 clusters Score -7244328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -7244330.000000 Penalty: 3587.213379
	Iteration 58Q: 3 clusters Score -7244330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -7244324.500000 Penalty: 3587.213379
	Iteration 59Q: 3 clusters Score -7244324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -7244331.000000 Penalty: 3587.213379
	Iteration 60F: 3 clusters Score -7244331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -7244335.500000 Penalty: 3587.213379
	Iteration 61Q: 3 clusters Score -7244336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -7244345.500000 Penalty: 3587.213379
	Iteration 62Q: 3 clusters Score -7244346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -7244347.500000 Penalty: 3587.213379
	Iteration 63Q: 3 clusters Score -7244348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -7244352.000000 Penalty: 3587.213379
	Iteration 64Q: 3 clusters Score -7244352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -7244352.500000 Penalty: 3587.213379
	Iteration 65Q: 3 clusters Score -7244352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -7244362.500000 Penalty: 3587.213379
	Iteration 66Q: 3 clusters Score -7244362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -7244358.500000 Penalty: 3587.213379
	Iteration 67Q: 3 clusters Score -7244358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -7244360.500000 Penalty: 3587.213379
	Iteration 68Q: 3 clusters Score -7244360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -7244359.000000 Penalty: 3587.213379
	Iteration 69Q: 3 clusters Score -7244359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -7244361.000000 Penalty: 3587.213379
	Iteration 70Q: 3 clusters Score -7244361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -7244363.500000 Penalty: 3587.213379
	Iteration 71Q: 3 clusters Score -7244364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -7244360.000000 Penalty: 3587.213379
	Iteration 72Q: 3 clusters Score -7244360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -7244359.500000 Penalty: 3587.213379
	Iteration 73Q: 3 clusters Score -7244360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -7244358.000000 Penalty: 3587.213379
	Iteration 74Q: 3 clusters Score -7244358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -7244360.000000 Penalty: 3587.213379
	Iteration 75Q: 3 clusters Score -7244360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -7244351.500000 Penalty: 3587.213379
	Iteration 76Q: 3 clusters Score -7244352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -7244355.500000 Penalty: 3587.213379
	Iteration 77Q: 3 clusters Score -7244356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -7244352.000000 Penalty: 3587.213379
	Iteration 78Q: 3 clusters Score -7244352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -7244351.500000 Penalty: 3587.213379
	Iteration 79Q: 3 clusters Score -7244352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -7244350.500000 Penalty: 3587.213379
	Iteration 80F: 3 clusters Score -7244350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -7244349.500000 Penalty: 3587.213379
	Iteration 81Q: 3 clusters Score -7244350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -7244351.000000 Penalty: 3587.213379
	Iteration 82Q: 3 clusters Score -7244351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -7244355.500000 Penalty: 3587.213379
	Iteration 83Q: 3 clusters Score -7244356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -7244355.500000 Penalty: 3587.213379
	Iteration 84Q: 3 clusters Score -7244356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -7244356.000000 Penalty: 3587.213379
	Iteration 85Q: 3 clusters Score -7244356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -7244360.000000 Penalty: 3587.213379
	Iteration 86Q: 3 clusters Score -7244360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -7244361.500000 Penalty: 3587.213379
	Iteration 87Q: 3 clusters Score -7244362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -7244360.000000 Penalty: 3587.213379
	Iteration 88Q: 3 clusters Score -7244360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -7244359.000000 Penalty: 3587.213379
	Iteration 89Q: 3 clusters Score -7244359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -7244358.500000 Penalty: 3587.213379
	Iteration 90Q: 3 clusters Score -7244358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -7244358.500000 Penalty: 3587.213379
	Iteration 91F: 3 clusters Score -7244358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -142269.968750 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -142270 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 630 members 
Entering Unmasked Estep 
Score: -140658.718750 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -140658.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -140923.687500 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -140923.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -140985.421875 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -140985.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141018.500000 Penalty: 2314.406982
	Iteration 3Q: 3 clusters Score -141018.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141047.062500 Penalty: 2314.406982
	Iteration 4Q: 3 clusters Score -141047.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141069.125000 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -141069.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -141078.468750 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -141078.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -141086.531250 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -141086.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -141089.562500 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -141089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -141091.937500 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -141091.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -141095.593750 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -141095.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -141101.593750 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -141101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141103.968750 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -141104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141107.203125 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -141107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141109.750000 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -141109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141114.343750 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -141114.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141116.515625 Penalty: 2314.406982
	Iteration 16Q: 3 clusters Score -141116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141122.546875 Penalty: 2314.406982
	Iteration 17Q: 3 clusters Score -141122.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -141128.453125 Penalty: 2314.406982
	Iteration 18Q: 3 clusters Score -141128.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141134.125000 Penalty: 2314.406982
	Iteration 19Q: 3 clusters Score -141134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141134.859375 Penalty: 2314.406982
	Iteration 20F: 3 clusters Score -141134.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Entering Unmasked Estep 
Score: -8200058.000000 Penalty: 1814.650024
	Iteration 0F: 2 clusters Score -8200058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -8153125.500000 Penalty: 3629.300049
	Iteration 0F: 3 clusters Score -8153126 nChanged 33489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -8172160.500000 Penalty: 3629.300049
	Iteration 1F: 3 clusters Score -8172160 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -8172761.000000 Penalty: 3629.300049
	Iteration 2Q: 3 clusters Score -8172761 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -8173370.000000 Penalty: 3629.300049
	Iteration 3Q: 3 clusters Score -8173370 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -8174192.000000 Penalty: 3629.300049
	Iteration 4Q: 3 clusters Score -8174192 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -8175285.000000 Penalty: 3629.300049
	Iteration 5Q: 3 clusters Score -8175285 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -8176953.000000 Penalty: 3629.300049
	Iteration 6Q: 3 clusters Score -8176953 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -8179411.000000 Penalty: 3629.300049
	Iteration 7F: 3 clusters Score -8179411 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -8182699.000000 Penalty: 3629.300049
	Iteration 8F: 3 clusters Score -8182699 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -8185942.000000 Penalty: 3629.300049
	Iteration 9F: 3 clusters Score -8185942 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -8187862.000000 Penalty: 3629.300049
	Iteration 10F: 3 clusters Score -8187862 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -8188785.500000 Penalty: 3629.300049
	Iteration 11Q: 3 clusters Score -8188786 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -8189199.500000 Penalty: 3629.300049
	Iteration 12Q: 3 clusters Score -8189200 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -8189489.000000 Penalty: 3629.300049
	Iteration 13Q: 3 clusters Score -8189489 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -8189711.500000 Penalty: 3629.300049
	Iteration 14Q: 3 clusters Score -8189712 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -8190040.000000 Penalty: 3629.300049
	Iteration 15Q: 3 clusters Score -8190040 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -8190337.000000 Penalty: 3629.300049
	Iteration 16Q: 3 clusters Score -8190337 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -8190622.500000 Penalty: 3629.300049
	Iteration 17Q: 3 clusters Score -8190622 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -8190989.500000 Penalty: 3629.300049
	Iteration 18Q: 3 clusters Score -8190990 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -8191364.500000 Penalty: 3629.300049
	Iteration 19Q: 3 clusters Score -8191364 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -8191720.000000 Penalty: 3629.300049
	Iteration 20F: 3 clusters Score -8191720 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -8192103.000000 Penalty: 3629.300049
	Iteration 21Q: 3 clusters Score -8192103 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -8192440.000000 Penalty: 3629.300049
	Iteration 22Q: 3 clusters Score -8192440 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -8192790.000000 Penalty: 3629.300049
	Iteration 23Q: 3 clusters Score -8192790 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -8193142.500000 Penalty: 3629.300049
	Iteration 24Q: 3 clusters Score -8193142 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -8193525.500000 Penalty: 3629.300049
	Iteration 25Q: 3 clusters Score -8193526 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -8193914.500000 Penalty: 3629.300049
	Iteration 26Q: 3 clusters Score -8193914 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -8194319.500000 Penalty: 3629.300049
	Iteration 27Q: 3 clusters Score -8194320 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -8194713.000000 Penalty: 3629.300049
	Iteration 28Q: 3 clusters Score -8194713 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -8195080.500000 Penalty: 3629.300049
	Iteration 29Q: 3 clusters Score -8195080 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -8195375.000000 Penalty: 3629.300049
	Iteration 30Q: 3 clusters Score -8195375 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -8195733.500000 Penalty: 3629.300049
	Iteration 31Q: 3 clusters Score -8195734 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -8196098.000000 Penalty: 3629.300049
	Iteration 32Q: 3 clusters Score -8196098 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -8196402.500000 Penalty: 3629.300049
	Iteration 33Q: 3 clusters Score -8196402 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -8196594.000000 Penalty: 3629.300049
	Iteration 34Q: 3 clusters Score -8196594 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -8196795.500000 Penalty: 3629.300049
	Iteration 35Q: 3 clusters Score -8196796 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -8196983.500000 Penalty: 3629.300049
	Iteration 36Q: 3 clusters Score -8196984 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -8197155.500000 Penalty: 3629.300049
	Iteration 37Q: 3 clusters Score -8197156 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -8197333.000000 Penalty: 3629.300049
	Iteration 38Q: 3 clusters Score -8197333 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -8197488.500000 Penalty: 3629.300049
	Iteration 39Q: 3 clusters Score -8197488 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8197609.000000 Penalty: 3629.300049
	Iteration 40F: 3 clusters Score -8197609 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -8197710.000000 Penalty: 3629.300049
	Iteration 41Q: 3 clusters Score -8197710 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8197744.500000 Penalty: 3629.300049
	Iteration 42Q: 3 clusters Score -8197744 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68288 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8197817.000000 Penalty: 3629.300049
	Iteration 43Q: 3 clusters Score -8197817 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8197881.000000 Penalty: 3629.300049
	Iteration 44Q: 3 clusters Score -8197881 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8197943.500000 Penalty: 3629.300049
	Iteration 45Q: 3 clusters Score -8197944 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8197991.500000 Penalty: 3629.300049
	Iteration 46Q: 3 clusters Score -8197992 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8198043.500000 Penalty: 3629.300049
	Iteration 47Q: 3 clusters Score -8198044 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8198095.000000 Penalty: 3629.300049
	Iteration 48Q: 3 clusters Score -8198095 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8198147.500000 Penalty: 3629.300049
	Iteration 49Q: 3 clusters Score -8198148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8198181.500000 Penalty: 3629.300049
	Iteration 50Q: 3 clusters Score -8198182 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8198210.000000 Penalty: 3629.300049
	Iteration 51Q: 3 clusters Score -8198210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8198239.000000 Penalty: 3629.300049
	Iteration 52Q: 3 clusters Score -8198239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8198261.000000 Penalty: 3629.300049
	Iteration 53Q: 3 clusters Score -8198261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8198286.000000 Penalty: 3629.300049
	Iteration 54Q: 3 clusters Score -8198286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8198286.000000 Penalty: 3629.300049
	Iteration 55Q: 3 clusters Score -8198286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8198308.000000 Penalty: 3629.300049
	Iteration 56Q: 3 clusters Score -8198308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8198327.500000 Penalty: 3629.300049
	Iteration 57Q: 3 clusters Score -8198328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8198343.500000 Penalty: 3629.300049
	Iteration 58Q: 3 clusters Score -8198344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8198351.000000 Penalty: 3629.300049
	Iteration 59Q: 3 clusters Score -8198351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8198371.000000 Penalty: 3629.300049
	Iteration 60F: 3 clusters Score -8198371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8198383.500000 Penalty: 3629.300049
	Iteration 61Q: 3 clusters Score -8198384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8198392.500000 Penalty: 3629.300049
	Iteration 62Q: 3 clusters Score -8198392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8198401.500000 Penalty: 3629.300049
	Iteration 63Q: 3 clusters Score -8198402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8198412.500000 Penalty: 3629.300049
	Iteration 64Q: 3 clusters Score -8198412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8198432.000000 Penalty: 3629.300049
	Iteration 65Q: 3 clusters Score -8198432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8198431.500000 Penalty: 3629.300049
	Iteration 66Q: 3 clusters Score -8198432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8198447.000000 Penalty: 3629.300049
	Iteration 67Q: 3 clusters Score -8198447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8198445.000000 Penalty: 3629.300049
	Iteration 68Q: 3 clusters Score -8198445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8198458.000000 Penalty: 3629.300049
	Iteration 69Q: 3 clusters Score -8198458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8198464.500000 Penalty: 3629.300049
	Iteration 70Q: 3 clusters Score -8198464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8198457.500000 Penalty: 3629.300049
	Iteration 71Q: 3 clusters Score -8198458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8198461.000000 Penalty: 3629.300049
	Iteration 72Q: 3 clusters Score -8198461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8198465.000000 Penalty: 3629.300049
	Iteration 73Q: 3 clusters Score -8198465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8198461.000000 Penalty: 3629.300049
	Iteration 74Q: 3 clusters Score -8198461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8198467.500000 Penalty: 3629.300049
	Iteration 75Q: 3 clusters Score -8198468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8198474.500000 Penalty: 3629.300049
	Iteration 76Q: 3 clusters Score -8198474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8198478.000000 Penalty: 3629.300049
	Iteration 77Q: 3 clusters Score -8198478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8198479.500000 Penalty: 3629.300049
	Iteration 78Q: 3 clusters Score -8198480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8198479.000000 Penalty: 3629.300049
	Iteration 79Q: 3 clusters Score -8198479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8198481.000000 Penalty: 3629.300049
	Iteration 80F: 3 clusters Score -8198481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8198473.000000 Penalty: 3629.300049
	Iteration 81Q: 3 clusters Score -8198473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8198476.000000 Penalty: 3629.300049
	Iteration 82Q: 3 clusters Score -8198476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8198480.500000 Penalty: 3629.300049
	Iteration 83Q: 3 clusters Score -8198480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8198482.500000 Penalty: 3629.300049
	Iteration 84Q: 3 clusters Score -8198482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8198486.000000 Penalty: 3629.300049
	Iteration 85Q: 3 clusters Score -8198486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8198483.500000 Penalty: 3629.300049
	Iteration 86Q: 3 clusters Score -8198484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8198485.000000 Penalty: 3629.300049
	Iteration 87Q: 3 clusters Score -8198485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8198486.500000 Penalty: 3629.300049
	Iteration 88Q: 3 clusters Score -8198486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8198486.500000 Penalty: 3629.300049
	Iteration 89Q: 3 clusters Score -8198486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8198486.500000 Penalty: 3629.300049
	Iteration 90F: 3 clusters Score -8198486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -41237.027344 Penalty: 977.625549
	Iteration 0F: 2 clusters Score -41237.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40283.050781 Penalty: 1955.251099
	Iteration 0F: 3 clusters Score -40283.05 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40405.660156 Penalty: 1955.251099
	Iteration 1F: 3 clusters Score -40405.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40443.101562 Penalty: 1955.251099
	Iteration 2F: 3 clusters Score -40443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40466.828125 Penalty: 1955.251099
	Iteration 3Q: 3 clusters Score -40466.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40488.660156 Penalty: 1955.251099
	Iteration 4Q: 3 clusters Score -40488.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40493.632812 Penalty: 1955.251099
	Iteration 5Q: 3 clusters Score -40493.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40496.750000 Penalty: 1955.251099
	Iteration 6Q: 3 clusters Score -40496.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40496.750000 Penalty: 1955.251099
	Iteration 7F: 3 clusters Score -40496.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Entering Unmasked Estep 
Score: -547172.125000 Penalty: 1375.023071
	Iteration 0F: 2 clusters Score -547172.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -543356.625000 Penalty: 2750.046143
	Iteration 0F: 3 clusters Score -543356.6 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -544364.625000 Penalty: 2750.046143
	Iteration 1F: 3 clusters Score -544364.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -544551.125000 Penalty: 2750.046143
	Iteration 2F: 3 clusters Score -544551.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -544688.750000 Penalty: 2750.046143
	Iteration 3Q: 3 clusters Score -544688.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -544815.437500 Penalty: 2750.046143
	Iteration 4Q: 3 clusters Score -544815.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -544940.062500 Penalty: 2750.046143
	Iteration 5Q: 3 clusters Score -544940.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -545073.687500 Penalty: 2750.046143
	Iteration 6Q: 3 clusters Score -545073.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -545215.437500 Penalty: 2750.046143
	Iteration 7Q: 3 clusters Score -545215.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -545377.625000 Penalty: 2750.046143
	Iteration 8Q: 3 clusters Score -545377.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -545562.500000 Penalty: 2750.046143
	Iteration 9Q: 3 clusters Score -545562.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -545744.875000 Penalty: 2750.046143
	Iteration 10Q: 3 clusters Score -545744.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -545884.750000 Penalty: 2750.046143
	Iteration 11Q: 3 clusters Score -545884.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -545981.812500 Penalty: 2750.046143
	Iteration 12Q: 3 clusters Score -545981.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -546048.687500 Penalty: 2750.046143
	Iteration 13Q: 3 clusters Score -546048.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -546098.312500 Penalty: 2750.046143
	Iteration 14Q: 3 clusters Score -546098.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -546130.812500 Penalty: 2750.046143
	Iteration 15Q: 3 clusters Score -546130.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -546155.625000 Penalty: 2750.046143
	Iteration 16Q: 3 clusters Score -546155.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -546177.312500 Penalty: 2750.046143
	Iteration 17Q: 3 clusters Score -546177.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -546198.125000 Penalty: 2750.046143
	Iteration 18Q: 3 clusters Score -546198.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -546223.687500 Penalty: 2750.046143
	Iteration 19Q: 3 clusters Score -546223.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -546237.937500 Penalty: 2750.046143
	Iteration 20F: 3 clusters Score -546237.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -546253.875000 Penalty: 2750.046143
	Iteration 21Q: 3 clusters Score -546253.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -546263.312500 Penalty: 2750.046143
	Iteration 22Q: 3 clusters Score -546263.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -546270.375000 Penalty: 2750.046143
	Iteration 23Q: 3 clusters Score -546270.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -546277.625000 Penalty: 2750.046143
	Iteration 24Q: 3 clusters Score -546277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -546288.187500 Penalty: 2750.046143
	Iteration 25Q: 3 clusters Score -546288.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -546304.375000 Penalty: 2750.046143
	Iteration 26Q: 3 clusters Score -546304.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -546316.250000 Penalty: 2750.046143
	Iteration 27Q: 3 clusters Score -546316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -546321.562500 Penalty: 2750.046143
	Iteration 28Q: 3 clusters Score -546321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -546323.375000 Penalty: 2750.046143
	Iteration 29Q: 3 clusters Score -546323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -546324.875000 Penalty: 2750.046143
	Iteration 30Q: 3 clusters Score -546324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -546327.750000 Penalty: 2750.046143
	Iteration 31Q: 3 clusters Score -546327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -546333.625000 Penalty: 2750.046143
	Iteration 32Q: 3 clusters Score -546333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -546340.750000 Penalty: 2750.046143
	Iteration 33Q: 3 clusters Score -546340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -546347.437500 Penalty: 2750.046143
	Iteration 34Q: 3 clusters Score -546347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -546349.000000 Penalty: 2750.046143
	Iteration 35Q: 3 clusters Score -546349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -546356.125000 Penalty: 2750.046143
	Iteration 36Q: 3 clusters Score -546356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -546359.562500 Penalty: 2750.046143
	Iteration 37Q: 3 clusters Score -546359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -546361.250000 Penalty: 2750.046143
	Iteration 38Q: 3 clusters Score -546361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -546361.250000 Penalty: 2750.046143
	Iteration 39F: 3 clusters Score -546361.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Entering Unmasked Estep 
Score: -1833840.375000 Penalty: 1570.641235
	Iteration 0F: 2 clusters Score -1833840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1823019.875000 Penalty: 3141.282471
	Iteration 0F: 3 clusters Score -1823020 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1826641.125000 Penalty: 3141.282471
	Iteration 1F: 3 clusters Score -1826641 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1826919.750000 Penalty: 3141.282471
	Iteration 2F: 3 clusters Score -1826920 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1827196.000000 Penalty: 3141.282471
	Iteration 3Q: 3 clusters Score -1827196 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1827552.000000 Penalty: 3141.282471
	Iteration 4Q: 3 clusters Score -1827552 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1828059.125000 Penalty: 3141.282471
	Iteration 5F: 3 clusters Score -1828059 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1828757.375000 Penalty: 3141.282471
	Iteration 6F: 3 clusters Score -1828757 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1829692.375000 Penalty: 3141.282471
	Iteration 7F: 3 clusters Score -1829692 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1830670.875000 Penalty: 3141.282471
	Iteration 8F: 3 clusters Score -1830671 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1831434.000000 Penalty: 3141.282471
	Iteration 9F: 3 clusters Score -1831434 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1831955.750000 Penalty: 3141.282471
	Iteration 10Q: 3 clusters Score -1831956 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1832231.250000 Penalty: 3141.282471
	Iteration 11Q: 3 clusters Score -1832231 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1832321.375000 Penalty: 3141.282471
	Iteration 12Q: 3 clusters Score -1832321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1832368.125000 Penalty: 3141.282471
	Iteration 13Q: 3 clusters Score -1832368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1832404.000000 Penalty: 3141.282471
	Iteration 14Q: 3 clusters Score -1832404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1832424.625000 Penalty: 3141.282471
	Iteration 15Q: 3 clusters Score -1832425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1832430.500000 Penalty: 3141.282471
	Iteration 16Q: 3 clusters Score -1832430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1832431.750000 Penalty: 3141.282471
	Iteration 17Q: 3 clusters Score -1832432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1832442.875000 Penalty: 3141.282471
	Iteration 18Q: 3 clusters Score -1832443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1832442.875000 Penalty: 3141.282471
	Iteration 19F: 3 clusters Score -1832443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -266711.156250 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -266711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -264401.656250 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -264401.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -264946.781250 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -264946.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -265058.218750 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -265058.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -265124.968750 Penalty: 2522.013184
	Iteration 3Q: 3 clusters Score -265125 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -265174.812500 Penalty: 2522.013184
	Iteration 4Q: 3 clusters Score -265174.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -265208.187500 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -265208.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -265244.093750 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -265244.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -265289.437500 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -265289.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -265334.531250 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -265334.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -265384.750000 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -265384.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -265433.437500 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -265433.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -265487.593750 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -265487.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -265550.875000 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -265550.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -265620.906250 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -265620.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -265702.843750 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -265702.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -265792.312500 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -265792.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -265876.625000 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -265876.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -265972.718750 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -265972.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -266107.343750 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -266107.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -266239.750000 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -266239.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -266340.875000 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -266340.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -266407.343750 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -266407.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -266454.406250 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -266454.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -266485.906250 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -266485.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -266506.968750 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -266507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -266523.093750 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -266523.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -266527.937500 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -266527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -266531.750000 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -266531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -266532.187500 Penalty: 2522.013184
	Iteration 28Q: 3 clusters Score -266532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -266533.781250 Penalty: 2522.013184
	Iteration 29Q: 3 clusters Score -266533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -266533.781250 Penalty: 2522.013184
	Iteration 30F: 3 clusters Score -266533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -18273.091797 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18273.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17568.113281 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17568.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17686.492188 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -17686.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17693.218750 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -17693.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17702.333984 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -17702.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17705.011719 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -17705.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17713.263672 Penalty: 1731.559692
	Iteration 5Q: 3 clusters Score -17713.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17713.263672 Penalty: 1731.559692
	Iteration 6F: 3 clusters Score -17713.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Entering Unmasked Estep 
Score: -3864752.000000 Penalty: 1692.465576
	Iteration 0F: 2 clusters Score -3864752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3842291.250000 Penalty: 3384.931152
	Iteration 0F: 3 clusters Score -3842291 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3851037.500000 Penalty: 3384.931152
	Iteration 1F: 3 clusters Score -3851038 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3851763.000000 Penalty: 3384.931152
	Iteration 2Q: 3 clusters Score -3851763 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3852832.750000 Penalty: 3384.931152
	Iteration 3F: 3 clusters Score -3852833 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3854509.000000 Penalty: 3384.931152
	Iteration 4F: 3 clusters Score -3854509 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3856575.750000 Penalty: 3384.931152
	Iteration 5F: 3 clusters Score -3856576 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3858662.000000 Penalty: 3384.931152
	Iteration 6F: 3 clusters Score -3858662 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3860431.250000 Penalty: 3384.931152
	Iteration 7F: 3 clusters Score -3860431 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -3861679.750000 Penalty: 3384.931152
	Iteration 8Q: 3 clusters Score -3861680 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -3862448.250000 Penalty: 3384.931152
	Iteration 9Q: 3 clusters Score -3862448 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -3862872.000000 Penalty: 3384.931152
	Iteration 10Q: 3 clusters Score -3862872 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -3863089.500000 Penalty: 3384.931152
	Iteration 11Q: 3 clusters Score -3863090 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3863225.750000 Penalty: 3384.931152
	Iteration 12Q: 3 clusters Score -3863226 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -3863322.750000 Penalty: 3384.931152
	Iteration 13Q: 3 clusters Score -3863323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -3863409.250000 Penalty: 3384.931152
	Iteration 14Q: 3 clusters Score -3863409 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -3863466.500000 Penalty: 3384.931152
	Iteration 15Q: 3 clusters Score -3863466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -3863505.250000 Penalty: 3384.931152
	Iteration 16Q: 3 clusters Score -3863505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -3863523.750000 Penalty: 3384.931152
	Iteration 17Q: 3 clusters Score -3863524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -3863541.750000 Penalty: 3384.931152
	Iteration 18Q: 3 clusters Score -3863542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -3863553.750000 Penalty: 3384.931152
	Iteration 19Q: 3 clusters Score -3863554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -3863567.750000 Penalty: 3384.931152
	Iteration 20F: 3 clusters Score -3863568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -3863578.000000 Penalty: 3384.931152
	Iteration 21Q: 3 clusters Score -3863578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -3863578.500000 Penalty: 3384.931152
	Iteration 22Q: 3 clusters Score -3863578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -3863584.250000 Penalty: 3384.931152
	Iteration 23Q: 3 clusters Score -3863584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -3863586.500000 Penalty: 3384.931152
	Iteration 24Q: 3 clusters Score -3863586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -3863584.250000 Penalty: 3384.931152
	Iteration 25Q: 3 clusters Score -3863584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -3863598.500000 Penalty: 3384.931152
	Iteration 26Q: 3 clusters Score -3863598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -3863595.500000 Penalty: 3384.931152
	Iteration 27Q: 3 clusters Score -3863596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -3863599.500000 Penalty: 3384.931152
	Iteration 28Q: 3 clusters Score -3863600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -3863604.500000 Penalty: 3384.931152
	Iteration 29Q: 3 clusters Score -3863604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -3863607.250000 Penalty: 3384.931152
	Iteration 30Q: 3 clusters Score -3863607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -3863606.750000 Penalty: 3384.931152
	Iteration 31Q: 3 clusters Score -3863607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -3863606.750000 Penalty: 3384.931152
	Iteration 32F: 3 clusters Score -3863607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Entering Unmasked Estep 
Score: -503966.750000 Penalty: 1370.423706
	Iteration 0F: 2 clusters Score -503966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -500267.625000 Penalty: 2740.847412
	Iteration 0F: 3 clusters Score -500267.6 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -501325.531250 Penalty: 2740.847412
	Iteration 1F: 3 clusters Score -501325.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -501573.906250 Penalty: 2740.847412
	Iteration 2F: 3 clusters Score -501573.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -501774.812500 Penalty: 2740.847412
	Iteration 3F: 3 clusters Score -501774.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -501922.312500 Penalty: 2740.847412
	Iteration 4F: 3 clusters Score -501922.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -502061.031250 Penalty: 2740.847412
	Iteration 5F: 3 clusters Score -502061 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -502187.625000 Penalty: 2740.847412
	Iteration 6Q: 3 clusters Score -502187.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -502304.312500 Penalty: 2740.847412
	Iteration 7Q: 3 clusters Score -502304.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -502433.093750 Penalty: 2740.847412
	Iteration 8Q: 3 clusters Score -502433.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -502574.187500 Penalty: 2740.847412
	Iteration 9Q: 3 clusters Score -502574.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -502699.125000 Penalty: 2740.847412
	Iteration 10Q: 3 clusters Score -502699.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -502810.375000 Penalty: 2740.847412
	Iteration 11Q: 3 clusters Score -502810.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -502895.500000 Penalty: 2740.847412
	Iteration 12Q: 3 clusters Score -502895.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -502967.312500 Penalty: 2740.847412
	Iteration 13Q: 3 clusters Score -502967.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -503023.656250 Penalty: 2740.847412
	Iteration 14Q: 3 clusters Score -503023.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -503058.718750 Penalty: 2740.847412
	Iteration 15Q: 3 clusters Score -503058.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -503086.093750 Penalty: 2740.847412
	Iteration 16Q: 3 clusters Score -503086.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -503106.312500 Penalty: 2740.847412
	Iteration 17Q: 3 clusters Score -503106.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -503120.875000 Penalty: 2740.847412
	Iteration 18Q: 3 clusters Score -503120.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -503132.937500 Penalty: 2740.847412
	Iteration 19Q: 3 clusters Score -503132.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -503141.656250 Penalty: 2740.847412
	Iteration 20F: 3 clusters Score -503141.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -503145.343750 Penalty: 2740.847412
	Iteration 21Q: 3 clusters Score -503145.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -503154.468750 Penalty: 2740.847412
	Iteration 22Q: 3 clusters Score -503154.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -503163.437500 Penalty: 2740.847412
	Iteration 23Q: 3 clusters Score -503163.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -503174.531250 Penalty: 2740.847412
	Iteration 24Q: 3 clusters Score -503174.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -503186.093750 Penalty: 2740.847412
	Iteration 25Q: 3 clusters Score -503186.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -503194.218750 Penalty: 2740.847412
	Iteration 26Q: 3 clusters Score -503194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -503195.718750 Penalty: 2740.847412
	Iteration 27Q: 3 clusters Score -503195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -503196.156250 Penalty: 2740.847412
	Iteration 28Q: 3 clusters Score -503196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -503197.156250 Penalty: 2740.847412
	Iteration 29Q: 3 clusters Score -503197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -503197.656250 Penalty: 2740.847412
	Iteration 30Q: 3 clusters Score -503197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -503198.812500 Penalty: 2740.847412
	Iteration 31Q: 3 clusters Score -503198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -503201.156250 Penalty: 2740.847412
	Iteration 32Q: 3 clusters Score -503201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -503202.593750 Penalty: 2740.847412
	Iteration 33Q: 3 clusters Score -503202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -503203.093750 Penalty: 2740.847412
	Iteration 34Q: 3 clusters Score -503203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -503204.906250 Penalty: 2740.847412
	Iteration 35Q: 3 clusters Score -503204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -503205.281250 Penalty: 2740.847412
	Iteration 36Q: 3 clusters Score -503205.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -503208.156250 Penalty: 2740.847412
	Iteration 37Q: 3 clusters Score -503208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -503208.968750 Penalty: 2740.847412
	Iteration 38Q: 3 clusters Score -503209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -503208.406250 Penalty: 2740.847412
	Iteration 39Q: 3 clusters Score -503208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -503211.468750 Penalty: 2740.847412
	Iteration 40F: 3 clusters Score -503211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -503212.625000 Penalty: 2740.847412
	Iteration 41Q: 3 clusters Score -503212.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -503212.875000 Penalty: 2740.847412
	Iteration 42Q: 3 clusters Score -503212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -503213.562500 Penalty: 2740.847412
	Iteration 43Q: 3 clusters Score -503213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -503218.125000 Penalty: 2740.847412
	Iteration 44Q: 3 clusters Score -503218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -503218.125000 Penalty: 2740.847412
	Iteration 45F: 3 clusters Score -503218.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -447432.562500 Penalty: 1340.810669
	Iteration 0F: 2 clusters Score -447432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -444246.750000 Penalty: 2681.621338
	Iteration 0F: 3 clusters Score -444246.8 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -445046.781250 Penalty: 2681.621338
	Iteration 1F: 3 clusters Score -445046.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -445159.187500 Penalty: 2681.621338
	Iteration 2F: 3 clusters Score -445159.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -445232.937500 Penalty: 2681.621338
	Iteration 3Q: 3 clusters Score -445232.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -445286.187500 Penalty: 2681.621338
	Iteration 4Q: 3 clusters Score -445286.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -445318.468750 Penalty: 2681.621338
	Iteration 5Q: 3 clusters Score -445318.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -445345.000000 Penalty: 2681.621338
	Iteration 6Q: 3 clusters Score -445345 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -445380.187500 Penalty: 2681.621338
	Iteration 7Q: 3 clusters Score -445380.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -445421.906250 Penalty: 2681.621338
	Iteration 8Q: 3 clusters Score -445421.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -445482.656250 Penalty: 2681.621338
	Iteration 9Q: 3 clusters Score -445482.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -445558.281250 Penalty: 2681.621338
	Iteration 10Q: 3 clusters Score -445558.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -445630.906250 Penalty: 2681.621338
	Iteration 11Q: 3 clusters Score -445630.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -445699.843750 Penalty: 2681.621338
	Iteration 12Q: 3 clusters Score -445699.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -445763.218750 Penalty: 2681.621338
	Iteration 13Q: 3 clusters Score -445763.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -445813.156250 Penalty: 2681.621338
	Iteration 14Q: 3 clusters Score -445813.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -445869.000000 Penalty: 2681.621338
	Iteration 15Q: 3 clusters Score -445869 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -445928.812500 Penalty: 2681.621338
	Iteration 16Q: 3 clusters Score -445928.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -445988.406250 Penalty: 2681.621338
	Iteration 17Q: 3 clusters Score -445988.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -446030.187500 Penalty: 2681.621338
	Iteration 18Q: 3 clusters Score -446030.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -446068.062500 Penalty: 2681.621338
	Iteration 19Q: 3 clusters Score -446068.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -446108.031250 Penalty: 2681.621338
	Iteration 20F: 3 clusters Score -446108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -446134.250000 Penalty: 2681.621338
	Iteration 21Q: 3 clusters Score -446134.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -446155.593750 Penalty: 2681.621338
	Iteration 22Q: 3 clusters Score -446155.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -446175.343750 Penalty: 2681.621338
	Iteration 23Q: 3 clusters Score -446175.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -446195.937500 Penalty: 2681.621338
	Iteration 24Q: 3 clusters Score -446195.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -446212.343750 Penalty: 2681.621338
	Iteration 25Q: 3 clusters Score -446212.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -446221.562500 Penalty: 2681.621338
	Iteration 26Q: 3 clusters Score -446221.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -446231.437500 Penalty: 2681.621338
	Iteration 27Q: 3 clusters Score -446231.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -446240.187500 Penalty: 2681.621338
	Iteration 28Q: 3 clusters Score -446240.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -446251.937500 Penalty: 2681.621338
	Iteration 29Q: 3 clusters Score -446251.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -446261.343750 Penalty: 2681.621338
	Iteration 30Q: 3 clusters Score -446261.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -446267.593750 Penalty: 2681.621338
	Iteration 31Q: 3 clusters Score -446267.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -446272.937500 Penalty: 2681.621338
	Iteration 32Q: 3 clusters Score -446272.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -446275.656250 Penalty: 2681.621338
	Iteration 33Q: 3 clusters Score -446275.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -446275.656250 Penalty: 2681.621338
	Iteration 34F: 3 clusters Score -446275.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -331251.968750 Penalty: 1294.457520
	Iteration 0F: 2 clusters Score -331252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -328606.718750 Penalty: 2588.915039
	Iteration 0F: 3 clusters Score -328606.7 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -329175.656250 Penalty: 2588.915039
	Iteration 1F: 3 clusters Score -329175.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -329280.937500 Penalty: 2588.915039
	Iteration 2F: 3 clusters Score -329280.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -329353.781250 Penalty: 2588.915039
	Iteration 3Q: 3 clusters Score -329353.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -329402.218750 Penalty: 2588.915039
	Iteration 4Q: 3 clusters Score -329402.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -329436.500000 Penalty: 2588.915039
	Iteration 5Q: 3 clusters Score -329436.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -329458.593750 Penalty: 2588.915039
	Iteration 6Q: 3 clusters Score -329458.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -329482.093750 Penalty: 2588.915039
	Iteration 7Q: 3 clusters Score -329482.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -329503.500000 Penalty: 2588.915039
	Iteration 8Q: 3 clusters Score -329503.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -329530.687500 Penalty: 2588.915039
	Iteration 9Q: 3 clusters Score -329530.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -329561.250000 Penalty: 2588.915039
	Iteration 10Q: 3 clusters Score -329561.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -329587.343750 Penalty: 2588.915039
	Iteration 11Q: 3 clusters Score -329587.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -329611.343750 Penalty: 2588.915039
	Iteration 12Q: 3 clusters Score -329611.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -329640.562500 Penalty: 2588.915039
	Iteration 13Q: 3 clusters Score -329640.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -329667.812500 Penalty: 2588.915039
	Iteration 14Q: 3 clusters Score -329667.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -329694.062500 Penalty: 2588.915039
	Iteration 15Q: 3 clusters Score -329694.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -329719.375000 Penalty: 2588.915039
	Iteration 16Q: 3 clusters Score -329719.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -329739.375000 Penalty: 2588.915039
	Iteration 17Q: 3 clusters Score -329739.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -329763.500000 Penalty: 2588.915039
	Iteration 18Q: 3 clusters Score -329763.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -329798.562500 Penalty: 2588.915039
	Iteration 19Q: 3 clusters Score -329798.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -329844.125000 Penalty: 2588.915039
	Iteration 20F: 3 clusters Score -329844.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -329877.250000 Penalty: 2588.915039
	Iteration 21Q: 3 clusters Score -329877.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -329899.718750 Penalty: 2588.915039
	Iteration 22Q: 3 clusters Score -329899.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -329924.656250 Penalty: 2588.915039
	Iteration 23Q: 3 clusters Score -329924.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -329946.781250 Penalty: 2588.915039
	Iteration 24Q: 3 clusters Score -329946.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -329965.906250 Penalty: 2588.915039
	Iteration 25Q: 3 clusters Score -329965.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -329979.656250 Penalty: 2588.915039
	Iteration 26Q: 3 clusters Score -329979.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -329993.375000 Penalty: 2588.915039
	Iteration 27Q: 3 clusters Score -329993.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -330010.468750 Penalty: 2588.915039
	Iteration 28Q: 3 clusters Score -330010.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -330034.500000 Penalty: 2588.915039
	Iteration 29Q: 3 clusters Score -330034.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -330054.031250 Penalty: 2588.915039
	Iteration 30Q: 3 clusters Score -330054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -330064.968750 Penalty: 2588.915039
	Iteration 31Q: 3 clusters Score -330065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -330076.718750 Penalty: 2588.915039
	Iteration 32Q: 3 clusters Score -330076.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -330083.593750 Penalty: 2588.915039
	Iteration 33Q: 3 clusters Score -330083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -330085.312500 Penalty: 2588.915039
	Iteration 34Q: 3 clusters Score -330085.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -330087.156250 Penalty: 2588.915039
	Iteration 35Q: 3 clusters Score -330087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -330089.968750 Penalty: 2588.915039
	Iteration 36Q: 3 clusters Score -330090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -330092.812500 Penalty: 2588.915039
	Iteration 37Q: 3 clusters Score -330092.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -330095.031250 Penalty: 2588.915039
	Iteration 38Q: 3 clusters Score -330095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -330096.656250 Penalty: 2588.915039
	Iteration 39Q: 3 clusters Score -330096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -330098.218750 Penalty: 2588.915039
	Iteration 40F: 3 clusters Score -330098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -330098.500000 Penalty: 2588.915039
	Iteration 41Q: 3 clusters Score -330098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -330099.250000 Penalty: 2588.915039
	Iteration 42Q: 3 clusters Score -330099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -330099.562500 Penalty: 2588.915039
	Iteration 43Q: 3 clusters Score -330099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -330100.593750 Penalty: 2588.915039
	Iteration 44Q: 3 clusters Score -330100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -330100.343750 Penalty: 2588.915039
	Iteration 45Q: 3 clusters Score -330100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -330100.343750 Penalty: 2588.915039
	Iteration 46F: 3 clusters Score -330100.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14430.957031 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14430.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13944.719727 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13944.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14083.508789 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -14083.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14130.276367 Penalty: 1718.686768
	Iteration 2F: 3 clusters Score -14130.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14147.760742 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -14147.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14151.864258 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -14151.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14159.613281 Penalty: 1718.686768
	Iteration 5Q: 3 clusters Score -14159.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14164.033203 Penalty: 1718.686768
	Iteration 6Q: 3 clusters Score -14164.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14174.948242 Penalty: 1718.686768
	Iteration 7Q: 3 clusters Score -14174.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14174.948242 Penalty: 1718.686768
	Iteration 8F: 3 clusters Score -14174.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Entering Unmasked Estep 
Score: -599384.375000 Penalty: 1387.198120
	Iteration 0F: 2 clusters Score -599384.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -595315.250000 Penalty: 2774.396240
	Iteration 0F: 3 clusters Score -595315.2 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -596427.375000 Penalty: 2774.396240
	Iteration 1F: 3 clusters Score -596427.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -596603.250000 Penalty: 2774.396240
	Iteration 2F: 3 clusters Score -596603.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -596709.562500 Penalty: 2774.396240
	Iteration 3Q: 3 clusters Score -596709.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -596796.687500 Penalty: 2774.396240
	Iteration 4Q: 3 clusters Score -596796.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -596854.312500 Penalty: 2774.396240
	Iteration 5Q: 3 clusters Score -596854.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -596921.000000 Penalty: 2774.396240
	Iteration 6Q: 3 clusters Score -596921 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -596986.937500 Penalty: 2774.396240
	Iteration 7Q: 3 clusters Score -596986.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -597061.187500 Penalty: 2774.396240
	Iteration 8Q: 3 clusters Score -597061.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -597138.312500 Penalty: 2774.396240
	Iteration 9Q: 3 clusters Score -597138.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -597220.062500 Penalty: 2774.396240
	Iteration 10Q: 3 clusters Score -597220.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -597330.562500 Penalty: 2774.396240
	Iteration 11Q: 3 clusters Score -597330.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -597435.000000 Penalty: 2774.396240
	Iteration 12Q: 3 clusters Score -597435 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -597537.312500 Penalty: 2774.396240
	Iteration 13Q: 3 clusters Score -597537.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -597635.750000 Penalty: 2774.396240
	Iteration 14Q: 3 clusters Score -597635.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -597728.312500 Penalty: 2774.396240
	Iteration 15Q: 3 clusters Score -597728.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -597821.312500 Penalty: 2774.396240
	Iteration 16Q: 3 clusters Score -597821.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -597909.562500 Penalty: 2774.396240
	Iteration 17Q: 3 clusters Score -597909.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -597973.000000 Penalty: 2774.396240
	Iteration 18Q: 3 clusters Score -597973 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -598016.125000 Penalty: 2774.396240
	Iteration 19Q: 3 clusters Score -598016.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -598039.937500 Penalty: 2774.396240
	Iteration 20F: 3 clusters Score -598039.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -598063.500000 Penalty: 2774.396240
	Iteration 21Q: 3 clusters Score -598063.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -598076.312500 Penalty: 2774.396240
	Iteration 22Q: 3 clusters Score -598076.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -598091.875000 Penalty: 2774.396240
	Iteration 23Q: 3 clusters Score -598091.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -598114.312500 Penalty: 2774.396240
	Iteration 24Q: 3 clusters Score -598114.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -598133.562500 Penalty: 2774.396240
	Iteration 25Q: 3 clusters Score -598133.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -598154.375000 Penalty: 2774.396240
	Iteration 26Q: 3 clusters Score -598154.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -598169.437500 Penalty: 2774.396240
	Iteration 27Q: 3 clusters Score -598169.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -598183.437500 Penalty: 2774.396240
	Iteration 28Q: 3 clusters Score -598183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -598187.812500 Penalty: 2774.396240
	Iteration 29Q: 3 clusters Score -598187.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -598190.937500 Penalty: 2774.396240
	Iteration 30Q: 3 clusters Score -598190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -598192.687500 Penalty: 2774.396240
	Iteration 31Q: 3 clusters Score -598192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -598192.562500 Penalty: 2774.396240
	Iteration 32Q: 3 clusters Score -598192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -598192.562500 Penalty: 2774.396240
	Iteration 33F: 3 clusters Score -598192.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98029 members 
Entering Unmasked Estep 
Score: -11471108.000000 Penalty: 1867.615601
	Iteration 0F: 2 clusters Score -1.147111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -11408341.000000 Penalty: 3735.231201
	Iteration 0F: 3 clusters Score -1.140834e+07 nChanged 46871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -11435643.000000 Penalty: 3735.231201
	Iteration 1F: 3 clusters Score -1.143564e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -11436344.000000 Penalty: 3735.231201
	Iteration 2Q: 3 clusters Score -1.143634e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -11437273.000000 Penalty: 3735.231201
	Iteration 3Q: 3 clusters Score -1.143727e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -11438419.000000 Penalty: 3735.231201
	Iteration 4Q: 3 clusters Score -1.143842e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -11439919.000000 Penalty: 3735.231201
	Iteration 5Q: 3 clusters Score -1.143992e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -11441880.000000 Penalty: 3735.231201
	Iteration 6Q: 3 clusters Score -1.144188e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -11444307.000000 Penalty: 3735.231201
	Iteration 7F: 3 clusters Score -1.144431e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -11447490.000000 Penalty: 3735.231201
	Iteration 8F: 3 clusters Score -1.144749e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -11450997.000000 Penalty: 3735.231201
	Iteration 9F: 3 clusters Score -1.1451e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -11454705.000000 Penalty: 3735.231201
	Iteration 10F: 3 clusters Score -1.14547e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -11457799.000000 Penalty: 3735.231201
	Iteration 11Q: 3 clusters Score -1.14578e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -11459813.000000 Penalty: 3735.231201
	Iteration 12Q: 3 clusters Score -1.145981e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -11460987.000000 Penalty: 3735.231201
	Iteration 13Q: 3 clusters Score -1.146099e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -11461716.000000 Penalty: 3735.231201
	Iteration 14Q: 3 clusters Score -1.146172e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -11462607.000000 Penalty: 3735.231201
	Iteration 15Q: 3 clusters Score -1.146261e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -11463492.000000 Penalty: 3735.231201
	Iteration 16Q: 3 clusters Score -1.146349e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -11464334.000000 Penalty: 3735.231201
	Iteration 17Q: 3 clusters Score -1.146433e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 83699 members 
Entering Unmasked Estep 
Score: -11465113.000000 Penalty: 3735.231201
	Iteration 18Q: 3 clusters Score -1.146511e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -11465841.000000 Penalty: 3735.231201
	Iteration 19Q: 3 clusters Score -1.146584e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -11466429.000000 Penalty: 3735.231201
	Iteration 20F: 3 clusters Score -1.146643e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 88260 members 
Entering Unmasked Estep 
Score: -11466976.000000 Penalty: 3735.231201
	Iteration 21Q: 3 clusters Score -1.146698e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -11467452.000000 Penalty: 3735.231201
	Iteration 22Q: 3 clusters Score -1.146745e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 90733 members 
Entering Unmasked Estep 
Score: -11467968.000000 Penalty: 3735.231201
	Iteration 23Q: 3 clusters Score -1.146797e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -11468285.000000 Penalty: 3735.231201
	Iteration 24Q: 3 clusters Score -1.146828e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -11468590.000000 Penalty: 3735.231201
	Iteration 25Q: 3 clusters Score -1.146859e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -11468879.000000 Penalty: 3735.231201
	Iteration 26Q: 3 clusters Score -1.146888e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 94220 members 
Entering Unmasked Estep 
Score: -11469116.000000 Penalty: 3735.231201
	Iteration 27Q: 3 clusters Score -1.146912e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -11469295.000000 Penalty: 3735.231201
	Iteration 28Q: 3 clusters Score -1.14693e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -11469405.000000 Penalty: 3735.231201
	Iteration 29Q: 3 clusters Score -1.14694e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -11469514.000000 Penalty: 3735.231201
	Iteration 30Q: 3 clusters Score -1.146951e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 95719 members 
Entering Unmasked Estep 
Score: -11469584.000000 Penalty: 3735.231201
	Iteration 31Q: 3 clusters Score -1.146958e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 95932 members 
Entering Unmasked Estep 
Score: -11469615.000000 Penalty: 3735.231201
	Iteration 32Q: 3 clusters Score -1.146962e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -11469661.000000 Penalty: 3735.231201
	Iteration 33Q: 3 clusters Score -1.146966e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -11469693.000000 Penalty: 3735.231201
	Iteration 34Q: 3 clusters Score -1.146969e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 96379 members 
Entering Unmasked Estep 
Score: -11469730.000000 Penalty: 3735.231201
	Iteration 35Q: 3 clusters Score -1.146973e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 96482 members 
Entering Unmasked Estep 
Score: -11469743.000000 Penalty: 3735.231201
	Iteration 36Q: 3 clusters Score -1.146974e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 96557 members 
Entering Unmasked Estep 
Score: -11469758.000000 Penalty: 3735.231201
	Iteration 37Q: 3 clusters Score -1.146976e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 96622 members 
Entering Unmasked Estep 
Score: -11469772.000000 Penalty: 3735.231201
	Iteration 38Q: 3 clusters Score -1.146977e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -11469780.000000 Penalty: 3735.231201
	Iteration 39Q: 3 clusters Score -1.146978e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 96719 members 
Entering Unmasked Estep 
Score: -11469787.000000 Penalty: 3735.231201
	Iteration 40F: 3 clusters Score -1.146979e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 96756 members 
Entering Unmasked Estep 
Score: -11469800.000000 Penalty: 3735.231201
	Iteration 41Q: 3 clusters Score -1.14698e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -11469796.000000 Penalty: 3735.231201
	Iteration 42Q: 3 clusters Score -1.14698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -11469796.000000 Penalty: 3735.231201
	Iteration 43Q: 3 clusters Score -1.14698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -11469821.000000 Penalty: 3735.231201
	Iteration 44Q: 3 clusters Score -1.146982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 96841 members 
Entering Unmasked Estep 
Score: -11469805.000000 Penalty: 3735.231201
	Iteration 45Q: 3 clusters Score -1.14698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -11469813.000000 Penalty: 3735.231201
	Iteration 46Q: 3 clusters Score -1.146981e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -11469811.000000 Penalty: 3735.231201
	Iteration 47Q: 3 clusters Score -1.146981e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -11469809.000000 Penalty: 3735.231201
	Iteration 48Q: 3 clusters Score -1.146981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 96902 members 
Entering Unmasked Estep 
Score: -11469814.000000 Penalty: 3735.231201
	Iteration 49Q: 3 clusters Score -1.146981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -11469833.000000 Penalty: 3735.231201
	Iteration 50Q: 3 clusters Score -1.146983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 96929 members 
Entering Unmasked Estep 
Score: -11469815.000000 Penalty: 3735.231201
	Iteration 51Q: 3 clusters Score -1.146982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -11469828.000000 Penalty: 3735.231201
	Iteration 52Q: 3 clusters Score -1.146983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 96944 members 
Entering Unmasked Estep 
Score: -11469838.000000 Penalty: 3735.231201
	Iteration 53Q: 3 clusters Score -1.146984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -11469828.000000 Penalty: 3735.231201
	Iteration 54Q: 3 clusters Score -1.146983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 96952 members 
Entering Unmasked Estep 
Score: -11469838.000000 Penalty: 3735.231201
	Iteration 55Q: 3 clusters Score -1.146984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 96956 members 
Entering Unmasked Estep 
Score: -11469843.000000 Penalty: 3735.231201
	Iteration 56Q: 3 clusters Score -1.146984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -11469842.000000 Penalty: 3735.231201
	Iteration 57Q: 3 clusters Score -1.146984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -11469842.000000 Penalty: 3735.231201
	Iteration 58F: 3 clusters Score -1.146984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Entering Unmasked Estep 
Score: -14775363.000000 Penalty: 1911.650513
	Iteration 0F: 2 clusters Score -1.477536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -14694364.000000 Penalty: 3823.301025
	Iteration 0F: 3 clusters Score -1.469436e+07 nChanged 61499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 70785 members 
Entering Unmasked Estep 
Score: -14730285.000000 Penalty: 3823.301025
	Iteration 1F: 3 clusters Score -1.473028e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
Score: -14731825.000000 Penalty: 3823.301025
	Iteration 2Q: 3 clusters Score -1.473182e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -14734905.000000 Penalty: 3823.301025
	Iteration 3F: 3 clusters Score -1.47349e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -14740852.000000 Penalty: 3823.301025
	Iteration 4F: 3 clusters Score -1.474085e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -14750959.000000 Penalty: 3823.301025
	Iteration 5F: 3 clusters Score -1.475096e+07 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 114311 members 
Entering Unmasked Estep 
Score: -14762221.000000 Penalty: 3823.301025
	Iteration 6F: 3 clusters Score -1.476222e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 123013 members 
Entering Unmasked Estep 
Score: -14769536.000000 Penalty: 3823.301025
	Iteration 7F: 3 clusters Score -1.476954e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 126891 members 
Entering Unmasked Estep 
Score: -14772422.000000 Penalty: 3823.301025
	Iteration 8Q: 3 clusters Score -1.477242e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 128024 members 
Entering Unmasked Estep 
Score: -14773267.000000 Penalty: 3823.301025
	Iteration 9Q: 3 clusters Score -1.477327e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 128262 members 
Entering Unmasked Estep 
Score: -14773513.000000 Penalty: 3823.301025
	Iteration 10Q: 3 clusters Score -1.477351e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 128309 members 
Entering Unmasked Estep 
Score: -14773566.000000 Penalty: 3823.301025
	Iteration 11Q: 3 clusters Score -1.477357e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -14773585.000000 Penalty: 3823.301025
	Iteration 12Q: 3 clusters Score -1.477358e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 128342 members 
Entering Unmasked Estep 
Score: -14773601.000000 Penalty: 3823.301025
	Iteration 13Q: 3 clusters Score -1.47736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 128344 members 
Entering Unmasked Estep 
Score: -14773606.000000 Penalty: 3823.301025
	Iteration 14Q: 3 clusters Score -1.477361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128348 members 
Entering Unmasked Estep 
Score: -14773614.000000 Penalty: 3823.301025
	Iteration 15Q: 3 clusters Score -1.477361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 128348 members 
Entering Unmasked Estep 
Score: -14773628.000000 Penalty: 3823.301025
	Iteration 16Q: 3 clusters Score -1.477363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 128349 members 
Entering Unmasked Estep 
Score: -14773631.000000 Penalty: 3823.301025
	Iteration 17Q: 3 clusters Score -1.477363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 128349 members 
Entering Unmasked Estep 
Score: -14773634.000000 Penalty: 3823.301025
	Iteration 18Q: 3 clusters Score -1.477363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 128349 members 
Entering Unmasked Estep 
Score: -14773633.000000 Penalty: 3823.301025
	Iteration 19Q: 3 clusters Score -1.477363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 128349 members 
Entering Unmasked Estep 
Score: -14773641.000000 Penalty: 3823.301025
	Iteration 20F: 3 clusters Score -1.477364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 128349 members 
Entering Unmasked Estep 
Score: -14773636.000000 Penalty: 3823.301025
	Iteration 21Q: 3 clusters Score -1.477364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 128349 members 
Entering Unmasked Estep 
Score: -14773636.000000 Penalty: 3823.301025
	Iteration 22F: 3 clusters Score -1.477364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -326761.468750 Penalty: 1291.210327
	Iteration 0F: 2 clusters Score -326761.5 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 1455 members 
Entering Unmasked Estep 
Score: -324108.281250 Penalty: 2582.420654
	Iteration 0F: 3 clusters Score -324108.3 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -324768.625000 Penalty: 2582.420654
	Iteration 1F: 3 clusters Score -324768.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -324921.343750 Penalty: 2582.420654
	Iteration 2F: 3 clusters Score -324921.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -325024.937500 Penalty: 2582.420654
	Iteration 3F: 3 clusters Score -325024.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -325091.343750 Penalty: 2582.420654
	Iteration 4Q: 3 clusters Score -325091.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -325143.937500 Penalty: 2582.420654
	Iteration 5Q: 3 clusters Score -325143.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -325191.125000 Penalty: 2582.420654
	Iteration 6Q: 3 clusters Score -325191.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -325231.718750 Penalty: 2582.420654
	Iteration 7Q: 3 clusters Score -325231.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -325273.062500 Penalty: 2582.420654
	Iteration 8Q: 3 clusters Score -325273.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -325320.593750 Penalty: 2582.420654
	Iteration 9Q: 3 clusters Score -325320.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -325356.156250 Penalty: 2582.420654
	Iteration 10Q: 3 clusters Score -325356.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -325386.750000 Penalty: 2582.420654
	Iteration 11Q: 3 clusters Score -325386.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -325419.187500 Penalty: 2582.420654
	Iteration 12Q: 3 clusters Score -325419.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -325452.093750 Penalty: 2582.420654
	Iteration 13Q: 3 clusters Score -325452.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -325488.625000 Penalty: 2582.420654
	Iteration 14Q: 3 clusters Score -325488.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -325523.312500 Penalty: 2582.420654
	Iteration 15Q: 3 clusters Score -325523.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -325544.875000 Penalty: 2582.420654
	Iteration 16Q: 3 clusters Score -325544.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -325558.093750 Penalty: 2582.420654
	Iteration 17Q: 3 clusters Score -325558.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -325572.906250 Penalty: 2582.420654
	Iteration 18Q: 3 clusters Score -325572.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -325587.062500 Penalty: 2582.420654
	Iteration 19Q: 3 clusters Score -325587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -325592.718750 Penalty: 2582.420654
	Iteration 20F: 3 clusters Score -325592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -325596.125000 Penalty: 2582.420654
	Iteration 21Q: 3 clusters Score -325596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -325599.500000 Penalty: 2582.420654
	Iteration 22Q: 3 clusters Score -325599.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -325601.656250 Penalty: 2582.420654
	Iteration 23Q: 3 clusters Score -325601.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -325606.437500 Penalty: 2582.420654
	Iteration 24Q: 3 clusters Score -325606.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -325610.500000 Penalty: 2582.420654
	Iteration 25Q: 3 clusters Score -325610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -325612.343750 Penalty: 2582.420654
	Iteration 26Q: 3 clusters Score -325612.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -325615.468750 Penalty: 2582.420654
	Iteration 27Q: 3 clusters Score -325615.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -325619.531250 Penalty: 2582.420654
	Iteration 28Q: 3 clusters Score -325619.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -325622.250000 Penalty: 2582.420654
	Iteration 29Q: 3 clusters Score -325622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -325624.031250 Penalty: 2582.420654
	Iteration 30Q: 3 clusters Score -325624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -325626.093750 Penalty: 2582.420654
	Iteration 31Q: 3 clusters Score -325626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -325628.218750 Penalty: 2582.420654
	Iteration 32Q: 3 clusters Score -325628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -325629.343750 Penalty: 2582.420654
	Iteration 33Q: 3 clusters Score -325629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -325629.343750 Penalty: 2582.420654
	Iteration 34F: 3 clusters Score -325629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Entering Unmasked Estep 
Score: -10962877.000000 Penalty: 1860.598511
	Iteration 0F: 2 clusters Score -1.096288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -10902066.000000 Penalty: 3721.197021
	Iteration 0F: 3 clusters Score -1.090207e+07 nChanged 44685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -10928092.000000 Penalty: 3721.197021
	Iteration 1F: 3 clusters Score -1.092809e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -10928644.000000 Penalty: 3721.197021
	Iteration 2Q: 3 clusters Score -1.092864e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -10929327.000000 Penalty: 3721.197021
	Iteration 3Q: 3 clusters Score -1.092933e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -10930146.000000 Penalty: 3721.197021
	Iteration 4Q: 3 clusters Score -1.093015e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -10931282.000000 Penalty: 3721.197021
	Iteration 5Q: 3 clusters Score -1.093128e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -10933214.000000 Penalty: 3721.197021
	Iteration 6Q: 3 clusters Score -1.093321e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -10935993.000000 Penalty: 3721.197021
	Iteration 7F: 3 clusters Score -1.093599e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -10940136.000000 Penalty: 3721.197021
	Iteration 8F: 3 clusters Score -1.094014e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -10945441.000000 Penalty: 3721.197021
	Iteration 9F: 3 clusters Score -1.094544e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -10950654.000000 Penalty: 3721.197021
	Iteration 10F: 3 clusters Score -1.095065e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -10953834.000000 Penalty: 3721.197021
	Iteration 11F: 3 clusters Score -1.095383e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -10955387.000000 Penalty: 3721.197021
	Iteration 12Q: 3 clusters Score -1.095539e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -10956358.000000 Penalty: 3721.197021
	Iteration 13Q: 3 clusters Score -1.095636e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -10957182.000000 Penalty: 3721.197021
	Iteration 14Q: 3 clusters Score -1.095718e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -10957870.000000 Penalty: 3721.197021
	Iteration 15Q: 3 clusters Score -1.095787e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -10958502.000000 Penalty: 3721.197021
	Iteration 16Q: 3 clusters Score -1.09585e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -10958904.000000 Penalty: 3721.197021
	Iteration 17Q: 3 clusters Score -1.09589e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -10959369.000000 Penalty: 3721.197021
	Iteration 18Q: 3 clusters Score -1.095937e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -10959681.000000 Penalty: 3721.197021
	Iteration 19Q: 3 clusters Score -1.095968e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -10959959.000000 Penalty: 3721.197021
	Iteration 20F: 3 clusters Score -1.095996e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -10960214.000000 Penalty: 3721.197021
	Iteration 21Q: 3 clusters Score -1.096021e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -10960453.000000 Penalty: 3721.197021
	Iteration 22Q: 3 clusters Score -1.096045e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -10960747.000000 Penalty: 3721.197021
	Iteration 23Q: 3 clusters Score -1.096075e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -10960903.000000 Penalty: 3721.197021
	Iteration 24Q: 3 clusters Score -1.09609e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -10961113.000000 Penalty: 3721.197021
	Iteration 25Q: 3 clusters Score -1.096111e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -10961275.000000 Penalty: 3721.197021
	Iteration 26Q: 3 clusters Score -1.096128e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -10961350.000000 Penalty: 3721.197021
	Iteration 27Q: 3 clusters Score -1.096135e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -10961393.000000 Penalty: 3721.197021
	Iteration 28Q: 3 clusters Score -1.096139e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -10961480.000000 Penalty: 3721.197021
	Iteration 29Q: 3 clusters Score -1.096148e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 84335 members 
Entering Unmasked Estep 
Score: -10961529.000000 Penalty: 3721.197021
	Iteration 30Q: 3 clusters Score -1.096153e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -10961529.000000 Penalty: 3721.197021
	Iteration 31Q: 3 clusters Score -1.096153e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 85211 members 
Entering Unmasked Estep 
Score: -10961540.000000 Penalty: 3721.197021
	Iteration 32Q: 3 clusters Score -1.096154e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 85594 members 
Entering Unmasked Estep 
Score: -10961555.000000 Penalty: 3721.197021
	Iteration 33Q: 3 clusters Score -1.096156e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -10961555.000000 Penalty: 3721.197021
	Iteration 34Q: 3 clusters Score -1.096156e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -10961564.000000 Penalty: 3721.197021
	Iteration 35Q: 3 clusters Score -1.096156e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -10961589.000000 Penalty: 3721.197021
	Iteration 36Q: 3 clusters Score -1.096159e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -10961617.000000 Penalty: 3721.197021
	Iteration 37Q: 3 clusters Score -1.096162e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -10961612.000000 Penalty: 3721.197021
	Iteration 38Q: 3 clusters Score -1.096161e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -10961623.000000 Penalty: 3721.197021
	Iteration 39Q: 3 clusters Score -1.096162e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 87587 members 
Entering Unmasked Estep 
Score: -10961659.000000 Penalty: 3721.197021
	Iteration 40F: 3 clusters Score -1.096166e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 87819 members 
Entering Unmasked Estep 
Score: -10961671.000000 Penalty: 3721.197021
	Iteration 41Q: 3 clusters Score -1.096167e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -10961635.000000 Penalty: 3721.197021
	Iteration 42Q: 3 clusters Score -1.096164e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 88260 members 
Entering Unmasked Estep 
Score: -10961664.000000 Penalty: 3721.197021
	Iteration 43Q: 3 clusters Score -1.096166e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -10961687.000000 Penalty: 3721.197021
	Iteration 44Q: 3 clusters Score -1.096169e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -10961690.000000 Penalty: 3721.197021
	Iteration 45Q: 3 clusters Score -1.096169e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -10961694.000000 Penalty: 3721.197021
	Iteration 46Q: 3 clusters Score -1.096169e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
Score: -10961676.000000 Penalty: 3721.197021
	Iteration 47Q: 3 clusters Score -1.096168e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -10961705.000000 Penalty: 3721.197021
	Iteration 48Q: 3 clusters Score -1.09617e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -10961695.000000 Penalty: 3721.197021
	Iteration 49Q: 3 clusters Score -1.09617e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -10961687.000000 Penalty: 3721.197021
	Iteration 50Q: 3 clusters Score -1.096169e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -10961689.000000 Penalty: 3721.197021
	Iteration 51Q: 3 clusters Score -1.096169e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -10961698.000000 Penalty: 3721.197021
	Iteration 52Q: 3 clusters Score -1.09617e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -10961700.000000 Penalty: 3721.197021
	Iteration 53Q: 3 clusters Score -1.09617e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -10961744.000000 Penalty: 3721.197021
	Iteration 54Q: 3 clusters Score -1.096174e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -10961737.000000 Penalty: 3721.197021
	Iteration 55Q: 3 clusters Score -1.096174e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -10961721.000000 Penalty: 3721.197021
	Iteration 56Q: 3 clusters Score -1.096172e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -10961734.000000 Penalty: 3721.197021
	Iteration 57Q: 3 clusters Score -1.096173e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -10961705.000000 Penalty: 3721.197021
	Iteration 58Q: 3 clusters Score -1.09617e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 90247 members 
Entering Unmasked Estep 
Score: -10961702.000000 Penalty: 3721.197021
	Iteration 59Q: 3 clusters Score -1.09617e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -10961667.000000 Penalty: 3721.197021
	Iteration 60F: 3 clusters Score -1.096167e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 90391 members 
Entering Unmasked Estep 
Score: -10961646.000000 Penalty: 3721.197021
	Iteration 61Q: 3 clusters Score -1.096165e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 90443 members 
Entering Unmasked Estep 
Score: -10961629.000000 Penalty: 3721.197021
	Iteration 62Q: 3 clusters Score -1.096163e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 90497 members 
Entering Unmasked Estep 
Score: -10961627.000000 Penalty: 3721.197021
	Iteration 63Q: 3 clusters Score -1.096163e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -10961639.000000 Penalty: 3721.197021
	Iteration 64Q: 3 clusters Score -1.096164e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 90598 members 
Entering Unmasked Estep 
Score: -10961632.000000 Penalty: 3721.197021
	Iteration 65Q: 3 clusters Score -1.096163e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 90643 members 
Entering Unmasked Estep 
Score: -10961621.000000 Penalty: 3721.197021
	Iteration 66Q: 3 clusters Score -1.096162e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 90688 members 
Entering Unmasked Estep 
Score: -10961602.000000 Penalty: 3721.197021
	Iteration 67Q: 3 clusters Score -1.09616e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -10961608.000000 Penalty: 3721.197021
	Iteration 68Q: 3 clusters Score -1.096161e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -10961584.000000 Penalty: 3721.197021
	Iteration 69Q: 3 clusters Score -1.096158e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -10961593.000000 Penalty: 3721.197021
	Iteration 70Q: 3 clusters Score -1.096159e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 90874 members 
Entering Unmasked Estep 
Score: -10961593.000000 Penalty: 3721.197021
	Iteration 71Q: 3 clusters Score -1.096159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 90909 members 
Entering Unmasked Estep 
Score: -10961592.000000 Penalty: 3721.197021
	Iteration 72Q: 3 clusters Score -1.096159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -10961587.000000 Penalty: 3721.197021
	Iteration 73Q: 3 clusters Score -1.096159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -10961590.000000 Penalty: 3721.197021
	Iteration 74Q: 3 clusters Score -1.096159e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 90983 members 
Entering Unmasked Estep 
Score: -10961604.000000 Penalty: 3721.197021
	Iteration 75Q: 3 clusters Score -1.09616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -10961609.000000 Penalty: 3721.197021
	Iteration 76Q: 3 clusters Score -1.096161e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -10961615.000000 Penalty: 3721.197021
	Iteration 77Q: 3 clusters Score -1.096162e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 91074 members 
Entering Unmasked Estep 
Score: -10961626.000000 Penalty: 3721.197021
	Iteration 78Q: 3 clusters Score -1.096163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -10961622.000000 Penalty: 3721.197021
	Iteration 79Q: 3 clusters Score -1.096162e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -10961619.000000 Penalty: 3721.197021
	Iteration 80F: 3 clusters Score -1.096162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 91173 members 
Entering Unmasked Estep 
Score: -10961631.000000 Penalty: 3721.197021
	Iteration 81Q: 3 clusters Score -1.096163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 91198 members 
Entering Unmasked Estep 
Score: -10961631.000000 Penalty: 3721.197021
	Iteration 82Q: 3 clusters Score -1.096163e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -10961634.000000 Penalty: 3721.197021
	Iteration 83Q: 3 clusters Score -1.096163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -10961615.000000 Penalty: 3721.197021
	Iteration 84Q: 3 clusters Score -1.096162e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -10961616.000000 Penalty: 3721.197021
	Iteration 85Q: 3 clusters Score -1.096162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -10961635.000000 Penalty: 3721.197021
	Iteration 86Q: 3 clusters Score -1.096164e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -10961644.000000 Penalty: 3721.197021
	Iteration 87Q: 3 clusters Score -1.096164e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -10961653.000000 Penalty: 3721.197021
	Iteration 88Q: 3 clusters Score -1.096165e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -10961655.000000 Penalty: 3721.197021
	Iteration 89Q: 3 clusters Score -1.096166e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -10961638.000000 Penalty: 3721.197021
	Iteration 90Q: 3 clusters Score -1.096164e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -10961634.000000 Penalty: 3721.197021
	Iteration 91Q: 3 clusters Score -1.096163e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -10961637.000000 Penalty: 3721.197021
	Iteration 92Q: 3 clusters Score -1.096164e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 91543 members 
Entering Unmasked Estep 
Score: -10961637.000000 Penalty: 3721.197021
	Iteration 93Q: 3 clusters Score -1.096164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -10961628.000000 Penalty: 3721.197021
	Iteration 94Q: 3 clusters Score -1.096163e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -10961602.000000 Penalty: 3721.197021
	Iteration 95Q: 3 clusters Score -1.09616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 91624 members 
Entering Unmasked Estep 
Score: -10961594.000000 Penalty: 3721.197021
	Iteration 96Q: 3 clusters Score -1.096159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 91644 members 
Entering Unmasked Estep 
Score: -10961598.000000 Penalty: 3721.197021
	Iteration 97Q: 3 clusters Score -1.09616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -10961614.000000 Penalty: 3721.197021
	Iteration 98Q: 3 clusters Score -1.096161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -10961621.000000 Penalty: 3721.197021
	Iteration 99Q: 3 clusters Score -1.096162e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -10961626.000000 Penalty: 3721.197021
	Iteration 100F: 3 clusters Score -1.096163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -10961627.000000 Penalty: 3721.197021
	Iteration 101Q: 3 clusters Score -1.096163e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -10961638.000000 Penalty: 3721.197021
	Iteration 102Q: 3 clusters Score -1.096164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -10961638.000000 Penalty: 3721.197021
	Iteration 103Q: 3 clusters Score -1.096164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -10961635.000000 Penalty: 3721.197021
	Iteration 104Q: 3 clusters Score -1.096164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -10961645.000000 Penalty: 3721.197021
	Iteration 105Q: 3 clusters Score -1.096164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -10961651.000000 Penalty: 3721.197021
	Iteration 106Q: 3 clusters Score -1.096165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -10961646.000000 Penalty: 3721.197021
	Iteration 107Q: 3 clusters Score -1.096165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 91824 members 
Entering Unmasked Estep 
Score: -10961647.000000 Penalty: 3721.197021
	Iteration 108Q: 3 clusters Score -1.096165e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -10961650.000000 Penalty: 3721.197021
	Iteration 109Q: 3 clusters Score -1.096165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 91854 members 
Entering Unmasked Estep 
Score: -10961640.000000 Penalty: 3721.197021
	Iteration 110Q: 3 clusters Score -1.096164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -10961658.000000 Penalty: 3721.197021
	Iteration 111Q: 3 clusters Score -1.096166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 91877 members 
Entering Unmasked Estep 
Score: -10961664.000000 Penalty: 3721.197021
	Iteration 112Q: 3 clusters Score -1.096166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 91888 members 
Entering Unmasked Estep 
Score: -10961656.000000 Penalty: 3721.197021
	Iteration 113Q: 3 clusters Score -1.096166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -10961665.000000 Penalty: 3721.197021
	Iteration 114Q: 3 clusters Score -1.096166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 91896 members 
Entering Unmasked Estep 
Score: -10961665.000000 Penalty: 3721.197021
	Iteration 115Q: 3 clusters Score -1.096166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -10961658.000000 Penalty: 3721.197021
	Iteration 116Q: 3 clusters Score -1.096166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 91908 members 
Entering Unmasked Estep 
Score: -10961655.000000 Penalty: 3721.197021
	Iteration 117Q: 3 clusters Score -1.096166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 91914 members 
Entering Unmasked Estep 
Score: -10961654.000000 Penalty: 3721.197021
	Iteration 118Q: 3 clusters Score -1.096165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 91919 members 
Entering Unmasked Estep 
Score: -10961651.000000 Penalty: 3721.197021
	Iteration 119Q: 3 clusters Score -1.096165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -10961643.000000 Penalty: 3721.197021
	Iteration 120F: 3 clusters Score -1.096164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -10961651.000000 Penalty: 3721.197021
	Iteration 121Q: 3 clusters Score -1.096165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 91940 members 
Entering Unmasked Estep 
Score: -10961655.000000 Penalty: 3721.197021
	Iteration 122Q: 3 clusters Score -1.096166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -10961662.000000 Penalty: 3721.197021
	Iteration 123Q: 3 clusters Score -1.096166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 91953 members 
Entering Unmasked Estep 
Score: -10961648.000000 Penalty: 3721.197021
	Iteration 124Q: 3 clusters Score -1.096165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 91963 members 
Entering Unmasked Estep 
Score: -10961648.000000 Penalty: 3721.197021
	Iteration 125Q: 3 clusters Score -1.096165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -10961642.000000 Penalty: 3721.197021
	Iteration 126Q: 3 clusters Score -1.096164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -10961648.000000 Penalty: 3721.197021
	Iteration 127Q: 3 clusters Score -1.096165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -10961646.000000 Penalty: 3721.197021
	Iteration 128Q: 3 clusters Score -1.096165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 91985 members 
Entering Unmasked Estep 
Score: -10961639.000000 Penalty: 3721.197021
	Iteration 129Q: 3 clusters Score -1.096164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 91986 members 
Entering Unmasked Estep 
Score: -10961646.000000 Penalty: 3721.197021
	Iteration 130Q: 3 clusters Score -1.096165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 91986 members 
Entering Unmasked Estep 
Score: -10961646.000000 Penalty: 3721.197021
	Iteration 131F: 3 clusters Score -1.096165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -334039.968750 Penalty: 1295.133057
	Iteration 0F: 2 clusters Score -334040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -331388.781250 Penalty: 2590.266113
	Iteration 0F: 3 clusters Score -331388.8 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -332016.500000 Penalty: 2590.266113
	Iteration 1F: 3 clusters Score -332016.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -332175.562500 Penalty: 2590.266113
	Iteration 2F: 3 clusters Score -332175.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -332293.968750 Penalty: 2590.266113
	Iteration 3F: 3 clusters Score -332294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -332389.750000 Penalty: 2590.266113
	Iteration 4Q: 3 clusters Score -332389.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -332485.281250 Penalty: 2590.266113
	Iteration 5Q: 3 clusters Score -332485.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -332554.875000 Penalty: 2590.266113
	Iteration 6Q: 3 clusters Score -332554.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -332609.906250 Penalty: 2590.266113
	Iteration 7Q: 3 clusters Score -332609.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -332675.062500 Penalty: 2590.266113
	Iteration 8Q: 3 clusters Score -332675.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -332736.687500 Penalty: 2590.266113
	Iteration 9Q: 3 clusters Score -332736.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -332792.562500 Penalty: 2590.266113
	Iteration 10Q: 3 clusters Score -332792.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -332844.937500 Penalty: 2590.266113
	Iteration 11Q: 3 clusters Score -332844.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -332901.156250 Penalty: 2590.266113
	Iteration 12Q: 3 clusters Score -332901.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -332946.562500 Penalty: 2590.266113
	Iteration 13Q: 3 clusters Score -332946.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -332985.625000 Penalty: 2590.266113
	Iteration 14Q: 3 clusters Score -332985.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -333022.718750 Penalty: 2590.266113
	Iteration 15Q: 3 clusters Score -333022.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -333038.000000 Penalty: 2590.266113
	Iteration 16Q: 3 clusters Score -333038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -333049.812500 Penalty: 2590.266113
	Iteration 17Q: 3 clusters Score -333049.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -333057.906250 Penalty: 2590.266113
	Iteration 18Q: 3 clusters Score -333057.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -333067.031250 Penalty: 2590.266113
	Iteration 19Q: 3 clusters Score -333067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -333076.187500 Penalty: 2590.266113
	Iteration 20F: 3 clusters Score -333076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -333081.156250 Penalty: 2590.266113
	Iteration 21Q: 3 clusters Score -333081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -333084.843750 Penalty: 2590.266113
	Iteration 22Q: 3 clusters Score -333084.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -333089.593750 Penalty: 2590.266113
	Iteration 23Q: 3 clusters Score -333089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -333096.718750 Penalty: 2590.266113
	Iteration 24Q: 3 clusters Score -333096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -333101.281250 Penalty: 2590.266113
	Iteration 25Q: 3 clusters Score -333101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -333102.718750 Penalty: 2590.266113
	Iteration 26Q: 3 clusters Score -333102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -333109.312500 Penalty: 2590.266113
	Iteration 27Q: 3 clusters Score -333109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -333111.718750 Penalty: 2590.266113
	Iteration 28Q: 3 clusters Score -333111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -333114.656250 Penalty: 2590.266113
	Iteration 29Q: 3 clusters Score -333114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -333119.250000 Penalty: 2590.266113
	Iteration 30Q: 3 clusters Score -333119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -333120.375000 Penalty: 2590.266113
	Iteration 31Q: 3 clusters Score -333120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -333122.000000 Penalty: 2590.266113
	Iteration 32Q: 3 clusters Score -333122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -333122.000000 Penalty: 2590.266113
	Iteration 33F: 3 clusters Score -333122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Entering Unmasked Estep 
Score: -1012966.375000 Penalty: 1475.667236
	Iteration 0F: 2 clusters Score -1012966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1006662.312500 Penalty: 2951.334473
	Iteration 0F: 3 clusters Score -1006662 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1008601.187500 Penalty: 2951.334473
	Iteration 1F: 3 clusters Score -1008601 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1008801.375000 Penalty: 2951.334473
	Iteration 2F: 3 clusters Score -1008801 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1008987.812500 Penalty: 2951.334473
	Iteration 3Q: 3 clusters Score -1008988 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1009189.750000 Penalty: 2951.334473
	Iteration 4Q: 3 clusters Score -1009190 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1009415.750000 Penalty: 2951.334473
	Iteration 5F: 3 clusters Score -1009416 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1009643.312500 Penalty: 2951.334473
	Iteration 6Q: 3 clusters Score -1009643 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1009881.875000 Penalty: 2951.334473
	Iteration 7Q: 3 clusters Score -1009882 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1010104.187500 Penalty: 2951.334473
	Iteration 8Q: 3 clusters Score -1010104 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1010305.500000 Penalty: 2951.334473
	Iteration 9Q: 3 clusters Score -1010306 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1010502.312500 Penalty: 2951.334473
	Iteration 10Q: 3 clusters Score -1010502 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1010703.812500 Penalty: 2951.334473
	Iteration 11Q: 3 clusters Score -1010704 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1010886.562500 Penalty: 2951.334473
	Iteration 12Q: 3 clusters Score -1010887 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1011044.625000 Penalty: 2951.334473
	Iteration 13Q: 3 clusters Score -1011045 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1011176.375000 Penalty: 2951.334473
	Iteration 14Q: 3 clusters Score -1011176 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1011276.812500 Penalty: 2951.334473
	Iteration 15Q: 3 clusters Score -1011277 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1011346.812500 Penalty: 2951.334473
	Iteration 16Q: 3 clusters Score -1011347 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1011393.750000 Penalty: 2951.334473
	Iteration 17Q: 3 clusters Score -1011394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1011439.437500 Penalty: 2951.334473
	Iteration 18Q: 3 clusters Score -1011439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1011498.625000 Penalty: 2951.334473
	Iteration 19Q: 3 clusters Score -1011499 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1011575.250000 Penalty: 2951.334473
	Iteration 20F: 3 clusters Score -1011575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1011626.312500 Penalty: 2951.334473
	Iteration 21Q: 3 clusters Score -1011626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1011659.750000 Penalty: 2951.334473
	Iteration 22Q: 3 clusters Score -1011660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1011678.125000 Penalty: 2951.334473
	Iteration 23Q: 3 clusters Score -1011678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1011689.125000 Penalty: 2951.334473
	Iteration 24Q: 3 clusters Score -1011689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1011704.437500 Penalty: 2951.334473
	Iteration 25Q: 3 clusters Score -1011704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1011719.062500 Penalty: 2951.334473
	Iteration 26Q: 3 clusters Score -1011719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1011728.812500 Penalty: 2951.334473
	Iteration 27Q: 3 clusters Score -1011729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1011737.687500 Penalty: 2951.334473
	Iteration 28Q: 3 clusters Score -1011738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1011743.937500 Penalty: 2951.334473
	Iteration 29Q: 3 clusters Score -1011744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1011747.312500 Penalty: 2951.334473
	Iteration 30Q: 3 clusters Score -1011747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1011750.000000 Penalty: 2951.334473
	Iteration 31Q: 3 clusters Score -1011750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1011755.062500 Penalty: 2951.334473
	Iteration 32Q: 3 clusters Score -1011755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1011760.062500 Penalty: 2951.334473
	Iteration 33Q: 3 clusters Score -1011760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1011764.125000 Penalty: 2951.334473
	Iteration 34Q: 3 clusters Score -1011764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1011768.062500 Penalty: 2951.334473
	Iteration 35Q: 3 clusters Score -1011768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1011772.125000 Penalty: 2951.334473
	Iteration 36Q: 3 clusters Score -1011772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1011791.937500 Penalty: 2951.334473
	Iteration 37Q: 3 clusters Score -1011792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1011807.437500 Penalty: 2951.334473
	Iteration 38Q: 3 clusters Score -1011807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1011825.562500 Penalty: 2951.334473
	Iteration 39Q: 3 clusters Score -1011826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1011846.750000 Penalty: 2951.334473
	Iteration 40F: 3 clusters Score -1011847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1011872.562500 Penalty: 2951.334473
	Iteration 41Q: 3 clusters Score -1011873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1011892.125000 Penalty: 2951.334473
	Iteration 42Q: 3 clusters Score -1011892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1011901.812500 Penalty: 2951.334473
	Iteration 43Q: 3 clusters Score -1011902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1011902.562500 Penalty: 2951.334473
	Iteration 44Q: 3 clusters Score -1011903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1011903.000000 Penalty: 2951.334473
	Iteration 45Q: 3 clusters Score -1011903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1011903.937500 Penalty: 2951.334473
	Iteration 46Q: 3 clusters Score -1011904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1011903.937500 Penalty: 2951.334473
	Iteration 47F: 3 clusters Score -1011904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -119000.367188 Penalty: 1129.195801
	Iteration 0F: 2 clusters Score -119000.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117544.000000 Penalty: 2258.391602
	Iteration 0F: 3 clusters Score -117544 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117788.851562 Penalty: 2258.391602
	Iteration 1F: 3 clusters Score -117788.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -117844.187500 Penalty: 2258.391602
	Iteration 2F: 3 clusters Score -117844.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117870.554688 Penalty: 2258.391602
	Iteration 3Q: 3 clusters Score -117870.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -117888.953125 Penalty: 2258.391602
	Iteration 4Q: 3 clusters Score -117889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117909.093750 Penalty: 2258.391602
	Iteration 5Q: 3 clusters Score -117909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117917.117188 Penalty: 2258.391602
	Iteration 6Q: 3 clusters Score -117917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117922.718750 Penalty: 2258.391602
	Iteration 7Q: 3 clusters Score -117922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117925.195312 Penalty: 2258.391602
	Iteration 8Q: 3 clusters Score -117925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117927.507812 Penalty: 2258.391602
	Iteration 9Q: 3 clusters Score -117927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117928.367188 Penalty: 2258.391602
	Iteration 10Q: 3 clusters Score -117928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117929.500000 Penalty: 2258.391602
	Iteration 11Q: 3 clusters Score -117929.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117929.500000 Penalty: 2258.391602
	Iteration 12F: 3 clusters Score -117929.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (105448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105448 members 
Entering Unmasked Estep 
Score: -12333466.000000 Penalty: 1879.470703
	Iteration 0F: 2 clusters Score -1.233347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -12265711.000000 Penalty: 3758.941406
	Iteration 0F: 3 clusters Score -1.226571e+07 nChanged 50571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -12294733.000000 Penalty: 3758.941406
	Iteration 1F: 3 clusters Score -1.229473e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -12295305.000000 Penalty: 3758.941406
	Iteration 2Q: 3 clusters Score -1.22953e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -12296062.000000 Penalty: 3758.941406
	Iteration 3Q: 3 clusters Score -1.229606e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -12297428.000000 Penalty: 3758.941406
	Iteration 4Q: 3 clusters Score -1.229743e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -12300065.000000 Penalty: 3758.941406
	Iteration 5F: 3 clusters Score -1.230006e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -12304903.000000 Penalty: 3758.941406
	Iteration 6F: 3 clusters Score -1.23049e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 83092 members 
Entering Unmasked Estep 
Score: -12312072.000000 Penalty: 3758.941406
	Iteration 7F: 3 clusters Score -1.231207e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -12319643.000000 Penalty: 3758.941406
	Iteration 8F: 3 clusters Score -1.231964e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 98325 members 
Entering Unmasked Estep 
Score: -12325498.000000 Penalty: 3758.941406
	Iteration 9F: 3 clusters Score -1.23255e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -12328735.000000 Penalty: 3758.941406
	Iteration 10Q: 3 clusters Score -1.232874e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 103583 members 
Entering Unmasked Estep 
Score: -12330424.000000 Penalty: 3758.941406
	Iteration 11Q: 3 clusters Score -1.233042e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 104461 members 
Entering Unmasked Estep 
Score: -12331117.000000 Penalty: 3758.941406
	Iteration 12Q: 3 clusters Score -1.233112e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -12331499.000000 Penalty: 3758.941406
	Iteration 13Q: 3 clusters Score -1.23315e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -12331665.000000 Penalty: 3758.941406
	Iteration 14Q: 3 clusters Score -1.233166e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -12331736.000000 Penalty: 3758.941406
	Iteration 15Q: 3 clusters Score -1.233174e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 105176 members 
Entering Unmasked Estep 
Score: -12331814.000000 Penalty: 3758.941406
	Iteration 16Q: 3 clusters Score -1.233181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 105206 members 
Entering Unmasked Estep 
Score: -12331864.000000 Penalty: 3758.941406
	Iteration 17Q: 3 clusters Score -1.233186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 105212 members 
Entering Unmasked Estep 
Score: -12331877.000000 Penalty: 3758.941406
	Iteration 18Q: 3 clusters Score -1.233188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -12331887.000000 Penalty: 3758.941406
	Iteration 19Q: 3 clusters Score -1.233189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 105222 members 
Entering Unmasked Estep 
Score: -12331899.000000 Penalty: 3758.941406
	Iteration 20F: 3 clusters Score -1.23319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 105222 members 
Entering Unmasked Estep 
Score: -12331895.000000 Penalty: 3758.941406
	Iteration 21Q: 3 clusters Score -1.23319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 105224 members 
Entering Unmasked Estep 
Score: -12331902.000000 Penalty: 3758.941406
	Iteration 22Q: 3 clusters Score -1.23319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105226 members 
Entering Unmasked Estep 
Score: -12331910.000000 Penalty: 3758.941406
	Iteration 23Q: 3 clusters Score -1.233191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 105227 members 
Entering Unmasked Estep 
Score: -12331901.000000 Penalty: 3758.941406
	Iteration 24Q: 3 clusters Score -1.23319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 105227 members 
Entering Unmasked Estep 
Score: -12331901.000000 Penalty: 3758.941406
	Iteration 25F: 3 clusters Score -1.23319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -40939.679688 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -40939.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40031.042969 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -40031.04 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40235.136719 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -40235.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40301.960938 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -40301.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40352.148438 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -40352.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40377.699219 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -40377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40380.910156 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -40380.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40387.703125 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -40387.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40402.949219 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -40402.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40406.250000 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -40406.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40406.250000 Penalty: 1953.661865
	Iteration 9F: 3 clusters Score -40406.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Entering Unmasked Estep 
Score: -1542540.500000 Penalty: 1541.709351
	Iteration 0F: 2 clusters Score -1542540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1533313.250000 Penalty: 3083.418701
	Iteration 0F: 3 clusters Score -1533313 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1536321.875000 Penalty: 3083.418701
	Iteration 1F: 3 clusters Score -1536322 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1536584.500000 Penalty: 3083.418701
	Iteration 2F: 3 clusters Score -1536584 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1536800.500000 Penalty: 3083.418701
	Iteration 3Q: 3 clusters Score -1536800 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1536996.875000 Penalty: 3083.418701
	Iteration 4Q: 3 clusters Score -1536997 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1537182.750000 Penalty: 3083.418701
	Iteration 5Q: 3 clusters Score -1537183 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1537400.000000 Penalty: 3083.418701
	Iteration 6Q: 3 clusters Score -1537400 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1537651.750000 Penalty: 3083.418701
	Iteration 7Q: 3 clusters Score -1537652 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1537957.625000 Penalty: 3083.418701
	Iteration 8Q: 3 clusters Score -1537958 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1538357.750000 Penalty: 3083.418701
	Iteration 9Q: 3 clusters Score -1538358 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1538859.500000 Penalty: 3083.418701
	Iteration 10F: 3 clusters Score -1538860 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1539386.250000 Penalty: 3083.418701
	Iteration 11F: 3 clusters Score -1539386 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1539817.250000 Penalty: 3083.418701
	Iteration 12Q: 3 clusters Score -1539817 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1540078.375000 Penalty: 3083.418701
	Iteration 13Q: 3 clusters Score -1540078 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1540191.750000 Penalty: 3083.418701
	Iteration 14Q: 3 clusters Score -1540192 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1540245.750000 Penalty: 3083.418701
	Iteration 15Q: 3 clusters Score -1540246 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1540294.500000 Penalty: 3083.418701
	Iteration 16Q: 3 clusters Score -1540294 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1540342.500000 Penalty: 3083.418701
	Iteration 17Q: 3 clusters Score -1540342 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1540383.875000 Penalty: 3083.418701
	Iteration 18Q: 3 clusters Score -1540384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1540416.250000 Penalty: 3083.418701
	Iteration 19Q: 3 clusters Score -1540416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1540447.000000 Penalty: 3083.418701
	Iteration 20F: 3 clusters Score -1540447 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1540477.125000 Penalty: 3083.418701
	Iteration 21Q: 3 clusters Score -1540477 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1540512.625000 Penalty: 3083.418701
	Iteration 22Q: 3 clusters Score -1540513 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1540543.625000 Penalty: 3083.418701
	Iteration 23Q: 3 clusters Score -1540544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1540569.625000 Penalty: 3083.418701
	Iteration 24Q: 3 clusters Score -1540570 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1540602.625000 Penalty: 3083.418701
	Iteration 25Q: 3 clusters Score -1540603 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1540629.625000 Penalty: 3083.418701
	Iteration 26Q: 3 clusters Score -1540630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1540667.125000 Penalty: 3083.418701
	Iteration 27Q: 3 clusters Score -1540667 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1540696.500000 Penalty: 3083.418701
	Iteration 28Q: 3 clusters Score -1540696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1540724.375000 Penalty: 3083.418701
	Iteration 29Q: 3 clusters Score -1540724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1540744.250000 Penalty: 3083.418701
	Iteration 30Q: 3 clusters Score -1540744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1540760.750000 Penalty: 3083.418701
	Iteration 31Q: 3 clusters Score -1540761 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1540776.750000 Penalty: 3083.418701
	Iteration 32Q: 3 clusters Score -1540777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1540790.250000 Penalty: 3083.418701
	Iteration 33Q: 3 clusters Score -1540790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1540798.875000 Penalty: 3083.418701
	Iteration 34Q: 3 clusters Score -1540799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1540811.750000 Penalty: 3083.418701
	Iteration 35Q: 3 clusters Score -1540812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1540824.875000 Penalty: 3083.418701
	Iteration 36Q: 3 clusters Score -1540825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1540838.625000 Penalty: 3083.418701
	Iteration 37Q: 3 clusters Score -1540839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1540840.500000 Penalty: 3083.418701
	Iteration 38Q: 3 clusters Score -1540840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1540839.500000 Penalty: 3083.418701
	Iteration 39Q: 3 clusters Score -1540840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1540844.125000 Penalty: 3083.418701
	Iteration 40F: 3 clusters Score -1540844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1540850.125000 Penalty: 3083.418701
	Iteration 41Q: 3 clusters Score -1540850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1540853.875000 Penalty: 3083.418701
	Iteration 42Q: 3 clusters Score -1540854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1540857.000000 Penalty: 3083.418701
	Iteration 43Q: 3 clusters Score -1540857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1540859.375000 Penalty: 3083.418701
	Iteration 44Q: 3 clusters Score -1540859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1540864.375000 Penalty: 3083.418701
	Iteration 45Q: 3 clusters Score -1540864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1540866.000000 Penalty: 3083.418701
	Iteration 46Q: 3 clusters Score -1540866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1540868.250000 Penalty: 3083.418701
	Iteration 47Q: 3 clusters Score -1540868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1540869.250000 Penalty: 3083.418701
	Iteration 48Q: 3 clusters Score -1540869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1540870.875000 Penalty: 3083.418701
	Iteration 49Q: 3 clusters Score -1540871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1540875.625000 Penalty: 3083.418701
	Iteration 50Q: 3 clusters Score -1540876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1540875.250000 Penalty: 3083.418701
	Iteration 51Q: 3 clusters Score -1540875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1540876.875000 Penalty: 3083.418701
	Iteration 52Q: 3 clusters Score -1540877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1540881.875000 Penalty: 3083.418701
	Iteration 53Q: 3 clusters Score -1540882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1540882.375000 Penalty: 3083.418701
	Iteration 54Q: 3 clusters Score -1540882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1540885.750000 Penalty: 3083.418701
	Iteration 55Q: 3 clusters Score -1540886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1540889.125000 Penalty: 3083.418701
	Iteration 56Q: 3 clusters Score -1540889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1540891.000000 Penalty: 3083.418701
	Iteration 57Q: 3 clusters Score -1540891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1540897.250000 Penalty: 3083.418701
	Iteration 58Q: 3 clusters Score -1540897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1540897.500000 Penalty: 3083.418701
	Iteration 59Q: 3 clusters Score -1540898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1540902.625000 Penalty: 3083.418701
	Iteration 60F: 3 clusters Score -1540903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1540911.500000 Penalty: 3083.418701
	Iteration 61Q: 3 clusters Score -1540912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1540915.250000 Penalty: 3083.418701
	Iteration 62Q: 3 clusters Score -1540915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1540920.125000 Penalty: 3083.418701
	Iteration 63Q: 3 clusters Score -1540920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1540926.125000 Penalty: 3083.418701
	Iteration 64Q: 3 clusters Score -1540926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1540927.500000 Penalty: 3083.418701
	Iteration 65Q: 3 clusters Score -1540928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1540926.000000 Penalty: 3083.418701
	Iteration 66Q: 3 clusters Score -1540926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1540932.000000 Penalty: 3083.418701
	Iteration 67Q: 3 clusters Score -1540932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1540939.000000 Penalty: 3083.418701
	Iteration 68Q: 3 clusters Score -1540939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1540941.250000 Penalty: 3083.418701
	Iteration 69Q: 3 clusters Score -1540941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1540944.000000 Penalty: 3083.418701
	Iteration 70Q: 3 clusters Score -1540944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1540950.875000 Penalty: 3083.418701
	Iteration 71Q: 3 clusters Score -1540951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1540953.625000 Penalty: 3083.418701
	Iteration 72Q: 3 clusters Score -1540954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1540960.250000 Penalty: 3083.418701
	Iteration 73Q: 3 clusters Score -1540960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1540965.125000 Penalty: 3083.418701
	Iteration 74Q: 3 clusters Score -1540965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1540968.750000 Penalty: 3083.418701
	Iteration 75Q: 3 clusters Score -1540969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1540977.375000 Penalty: 3083.418701
	Iteration 76Q: 3 clusters Score -1540977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1540979.500000 Penalty: 3083.418701
	Iteration 77Q: 3 clusters Score -1540980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1540984.000000 Penalty: 3083.418701
	Iteration 78Q: 3 clusters Score -1540984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1540988.750000 Penalty: 3083.418701
	Iteration 79Q: 3 clusters Score -1540989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1540995.625000 Penalty: 3083.418701
	Iteration 80F: 3 clusters Score -1540996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1540997.000000 Penalty: 3083.418701
	Iteration 81Q: 3 clusters Score -1540997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1541000.250000 Penalty: 3083.418701
	Iteration 82Q: 3 clusters Score -1541000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1541004.625000 Penalty: 3083.418701
	Iteration 83Q: 3 clusters Score -1541005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1541010.750000 Penalty: 3083.418701
	Iteration 84Q: 3 clusters Score -1541011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1541014.625000 Penalty: 3083.418701
	Iteration 85Q: 3 clusters Score -1541015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1541017.250000 Penalty: 3083.418701
	Iteration 86Q: 3 clusters Score -1541017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1541017.875000 Penalty: 3083.418701
	Iteration 87Q: 3 clusters Score -1541018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1541020.625000 Penalty: 3083.418701
	Iteration 88Q: 3 clusters Score -1541021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1541021.500000 Penalty: 3083.418701
	Iteration 89Q: 3 clusters Score -1541022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1541024.750000 Penalty: 3083.418701
	Iteration 90Q: 3 clusters Score -1541025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1541025.000000 Penalty: 3083.418701
	Iteration 91Q: 3 clusters Score -1541025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1541028.875000 Penalty: 3083.418701
	Iteration 92Q: 3 clusters Score -1541029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1541027.750000 Penalty: 3083.418701
	Iteration 93Q: 3 clusters Score -1541028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1541028.000000 Penalty: 3083.418701
	Iteration 94Q: 3 clusters Score -1541028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1541029.250000 Penalty: 3083.418701
	Iteration 95Q: 3 clusters Score -1541029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1541029.500000 Penalty: 3083.418701
	Iteration 96Q: 3 clusters Score -1541030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1541032.000000 Penalty: 3083.418701
	Iteration 97Q: 3 clusters Score -1541032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1541035.250000 Penalty: 3083.418701
	Iteration 98Q: 3 clusters Score -1541035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1541037.000000 Penalty: 3083.418701
	Iteration 99Q: 3 clusters Score -1541037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1541037.750000 Penalty: 3083.418701
	Iteration 100F: 3 clusters Score -1541038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1541038.875000 Penalty: 3083.418701
	Iteration 101Q: 3 clusters Score -1541039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1541042.500000 Penalty: 3083.418701
	Iteration 102Q: 3 clusters Score -1541042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1541042.625000 Penalty: 3083.418701
	Iteration 103Q: 3 clusters Score -1541043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1541041.000000 Penalty: 3083.418701
	Iteration 104Q: 3 clusters Score -1541041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1541039.125000 Penalty: 3083.418701
	Iteration 105Q: 3 clusters Score -1541039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1541041.000000 Penalty: 3083.418701
	Iteration 106Q: 3 clusters Score -1541041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1541040.125000 Penalty: 3083.418701
	Iteration 107Q: 3 clusters Score -1541040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1541040.375000 Penalty: 3083.418701
	Iteration 108Q: 3 clusters Score -1541040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1541039.375000 Penalty: 3083.418701
	Iteration 109Q: 3 clusters Score -1541039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1541039.750000 Penalty: 3083.418701
	Iteration 110Q: 3 clusters Score -1541040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1541039.500000 Penalty: 3083.418701
	Iteration 111Q: 3 clusters Score -1541040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1541039.500000 Penalty: 3083.418701
	Iteration 112F: 3 clusters Score -1541040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53849 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62167 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70762 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33362 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 98029 members 
Mstep: Class 21 contains 128541 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93886 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105448 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213632.000000 Penalty: 63808.488281
Iteration 439Q: 30 clusters Score -8.621363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53847 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62167 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70762 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 98029 members 
Mstep: Class 21 contains 128538 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93888 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105449 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213648.000000 Penalty: 63808.488281
Iteration 440F: 30 clusters Score -8.621365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53847 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62168 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70762 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 98028 members 
Mstep: Class 21 contains 128538 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93888 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105449 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 441Q: 30 clusters Score -8.621366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53847 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62169 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70762 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 98028 members 
Mstep: Class 21 contains 128538 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93888 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105448 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 442Q: 30 clusters Score -8.621366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53847 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62170 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70762 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 98028 members 
Mstep: Class 21 contains 128537 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93887 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105449 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 443Q: 30 clusters Score -8.621366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 6538 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 53847 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 62170 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 70762 members 
Mstep: Class 9 contains 410 members 
Mstep: Class 10 contains 4730 members 
Mstep: Class 11 contains 15764 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 33363 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 198 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 98028 members 
Mstep: Class 21 contains 128537 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 93887 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 1042 members 
Mstep: Class 27 contains 105449 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213656.000000 Penalty: 63808.488281
Iteration 444F: 30 clusters Score -8.621366e+07 nChanged 0
Entering ConstructFrom: 
Score: -86213656.000000 Penalty: 63808.488281
Entering ConstructFrom: 
Trying to split cluster 1 (29170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Entering Unmasked Estep 
Score: -3264520.250000 Penalty: 1670.645630
	Iteration 0F: 2 clusters Score -3264520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3244798.500000 Penalty: 3341.291260
	Iteration 0F: 3 clusters Score -3244798 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3252261.500000 Penalty: 3341.291260
	Iteration 1F: 3 clusters Score -3252262 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3252649.500000 Penalty: 3341.291260
	Iteration 2Q: 3 clusters Score -3252650 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3253068.500000 Penalty: 3341.291260
	Iteration 3Q: 3 clusters Score -3253068 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3253456.250000 Penalty: 3341.291260
	Iteration 4Q: 3 clusters Score -3253456 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3253952.000000 Penalty: 3341.291260
	Iteration 5Q: 3 clusters Score -3253952 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3254582.500000 Penalty: 3341.291260
	Iteration 6Q: 3 clusters Score -3254582 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3255500.000000 Penalty: 3341.291260
	Iteration 7F: 3 clusters Score -3255500 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -3256672.250000 Penalty: 3341.291260
	Iteration 8F: 3 clusters Score -3256672 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3257870.250000 Penalty: 3341.291260
	Iteration 9F: 3 clusters Score -3257870 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3258772.750000 Penalty: 3341.291260
	Iteration 10Q: 3 clusters Score -3258773 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3259395.500000 Penalty: 3341.291260
	Iteration 11Q: 3 clusters Score -3259396 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3259862.750000 Penalty: 3341.291260
	Iteration 12Q: 3 clusters Score -3259863 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -3260342.750000 Penalty: 3341.291260
	Iteration 13Q: 3 clusters Score -3260343 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3260865.500000 Penalty: 3341.291260
	Iteration 14Q: 3 clusters Score -3260866 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3261430.250000 Penalty: 3341.291260
	Iteration 15Q: 3 clusters Score -3261430 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3261988.500000 Penalty: 3341.291260
	Iteration 16Q: 3 clusters Score -3261988 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3262498.250000 Penalty: 3341.291260
	Iteration 17Q: 3 clusters Score -3262498 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3262852.000000 Penalty: 3341.291260
	Iteration 18Q: 3 clusters Score -3262852 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3263079.500000 Penalty: 3341.291260
	Iteration 19Q: 3 clusters Score -3263080 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3263210.250000 Penalty: 3341.291260
	Iteration 20F: 3 clusters Score -3263210 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3263297.250000 Penalty: 3341.291260
	Iteration 21Q: 3 clusters Score -3263297 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3263368.000000 Penalty: 3341.291260
	Iteration 22Q: 3 clusters Score -3263368 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3263401.000000 Penalty: 3341.291260
	Iteration 23Q: 3 clusters Score -3263401 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3263430.500000 Penalty: 3341.291260
	Iteration 24Q: 3 clusters Score -3263430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3263441.500000 Penalty: 3341.291260
	Iteration 25Q: 3 clusters Score -3263442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3263447.500000 Penalty: 3341.291260
	Iteration 26Q: 3 clusters Score -3263448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3263447.250000 Penalty: 3341.291260
	Iteration 27Q: 3 clusters Score -3263447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3263444.250000 Penalty: 3341.291260
	Iteration 28Q: 3 clusters Score -3263444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3263452.750000 Penalty: 3341.291260
	Iteration 29Q: 3 clusters Score -3263453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3263458.250000 Penalty: 3341.291260
	Iteration 30Q: 3 clusters Score -3263458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3263462.000000 Penalty: 3341.291260
	Iteration 31Q: 3 clusters Score -3263462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3263463.500000 Penalty: 3341.291260
	Iteration 32Q: 3 clusters Score -3263464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3263464.500000 Penalty: 3341.291260
	Iteration 33Q: 3 clusters Score -3263464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3263466.750000 Penalty: 3341.291260
	Iteration 34Q: 3 clusters Score -3263467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3263467.750000 Penalty: 3341.291260
	Iteration 35Q: 3 clusters Score -3263468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3263465.750000 Penalty: 3341.291260
	Iteration 36Q: 3 clusters Score -3263466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3263464.250000 Penalty: 3341.291260
	Iteration 37Q: 3 clusters Score -3263464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3263459.750000 Penalty: 3341.291260
	Iteration 38Q: 3 clusters Score -3263460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3263465.500000 Penalty: 3341.291260
	Iteration 39Q: 3 clusters Score -3263466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3263466.000000 Penalty: 3341.291260
	Iteration 40F: 3 clusters Score -3263466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3263467.250000 Penalty: 3341.291260
	Iteration 41Q: 3 clusters Score -3263467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3263466.000000 Penalty: 3341.291260
	Iteration 42Q: 3 clusters Score -3263466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3263467.500000 Penalty: 3341.291260
	Iteration 43Q: 3 clusters Score -3263468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3263470.750000 Penalty: 3341.291260
	Iteration 44Q: 3 clusters Score -3263471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3263470.500000 Penalty: 3341.291260
	Iteration 45Q: 3 clusters Score -3263470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3263470.500000 Penalty: 3341.291260
	Iteration 46F: 3 clusters Score -3263470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Entering Unmasked Estep 
Score: -697232.812500 Penalty: 1427.625366
	Iteration 0F: 2 clusters Score -697232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -692295.750000 Penalty: 2855.250732
	Iteration 0F: 3 clusters Score -692295.8 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -693885.125000 Penalty: 2855.250732
	Iteration 1F: 3 clusters Score -693885.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -694347.750000 Penalty: 2855.250732
	Iteration 2F: 3 clusters Score -694347.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -694887.312500 Penalty: 2855.250732
	Iteration 3F: 3 clusters Score -694887.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -695388.687500 Penalty: 2855.250732
	Iteration 4F: 3 clusters Score -695388.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -695764.062500 Penalty: 2855.250732
	Iteration 5F: 3 clusters Score -695764.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -696008.312500 Penalty: 2855.250732
	Iteration 6F: 3 clusters Score -696008.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -696141.375000 Penalty: 2855.250732
	Iteration 7Q: 3 clusters Score -696141.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -696209.312500 Penalty: 2855.250732
	Iteration 8Q: 3 clusters Score -696209.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -696243.500000 Penalty: 2855.250732
	Iteration 9Q: 3 clusters Score -696243.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -696274.250000 Penalty: 2855.250732
	Iteration 10Q: 3 clusters Score -696274.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -696295.250000 Penalty: 2855.250732
	Iteration 11Q: 3 clusters Score -696295.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -696309.687500 Penalty: 2855.250732
	Iteration 12Q: 3 clusters Score -696309.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -696319.500000 Penalty: 2855.250732
	Iteration 13Q: 3 clusters Score -696319.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -696323.875000 Penalty: 2855.250732
	Iteration 14Q: 3 clusters Score -696323.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -696329.562500 Penalty: 2855.250732
	Iteration 15Q: 3 clusters Score -696329.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -696332.250000 Penalty: 2855.250732
	Iteration 16Q: 3 clusters Score -696332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -696333.875000 Penalty: 2855.250732
	Iteration 17Q: 3 clusters Score -696333.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -696336.187500 Penalty: 2855.250732
	Iteration 18Q: 3 clusters Score -696336.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -696341.500000 Penalty: 2855.250732
	Iteration 19Q: 3 clusters Score -696341.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -696347.625000 Penalty: 2855.250732
	Iteration 20F: 3 clusters Score -696347.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -696360.625000 Penalty: 2855.250732
	Iteration 21Q: 3 clusters Score -696360.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -696376.062500 Penalty: 2855.250732
	Iteration 22Q: 3 clusters Score -696376.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -696398.937500 Penalty: 2855.250732
	Iteration 23Q: 3 clusters Score -696398.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -696416.750000 Penalty: 2855.250732
	Iteration 24Q: 3 clusters Score -696416.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -696432.625000 Penalty: 2855.250732
	Iteration 25Q: 3 clusters Score -696432.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -696443.625000 Penalty: 2855.250732
	Iteration 26Q: 3 clusters Score -696443.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -696453.062500 Penalty: 2855.250732
	Iteration 27Q: 3 clusters Score -696453.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -696459.750000 Penalty: 2855.250732
	Iteration 28Q: 3 clusters Score -696459.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -696469.312500 Penalty: 2855.250732
	Iteration 29Q: 3 clusters Score -696469.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -696475.250000 Penalty: 2855.250732
	Iteration 30Q: 3 clusters Score -696475.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -696481.312500 Penalty: 2855.250732
	Iteration 31Q: 3 clusters Score -696481.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -696488.562500 Penalty: 2855.250732
	Iteration 32Q: 3 clusters Score -696488.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -696493.312500 Penalty: 2855.250732
	Iteration 33Q: 3 clusters Score -696493.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -696498.062500 Penalty: 2855.250732
	Iteration 34Q: 3 clusters Score -696498.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -696500.812500 Penalty: 2855.250732
	Iteration 35Q: 3 clusters Score -696500.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -696505.375000 Penalty: 2855.250732
	Iteration 36Q: 3 clusters Score -696505.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -696509.687500 Penalty: 2855.250732
	Iteration 37Q: 3 clusters Score -696509.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -696510.750000 Penalty: 2855.250732
	Iteration 38Q: 3 clusters Score -696510.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -696512.062500 Penalty: 2855.250732
	Iteration 39Q: 3 clusters Score -696512.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -696514.500000 Penalty: 2855.250732
	Iteration 40F: 3 clusters Score -696514.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -696517.250000 Penalty: 2855.250732
	Iteration 41Q: 3 clusters Score -696517.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -696520.625000 Penalty: 2855.250732
	Iteration 42Q: 3 clusters Score -696520.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -696524.625000 Penalty: 2855.250732
	Iteration 43Q: 3 clusters Score -696524.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -696527.437500 Penalty: 2855.250732
	Iteration 44Q: 3 clusters Score -696527.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -696533.187500 Penalty: 2855.250732
	Iteration 45Q: 3 clusters Score -696533.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -696536.000000 Penalty: 2855.250732
	Iteration 46Q: 3 clusters Score -696536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -696541.125000 Penalty: 2855.250732
	Iteration 47Q: 3 clusters Score -696541.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -696545.875000 Penalty: 2855.250732
	Iteration 48Q: 3 clusters Score -696545.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -696553.625000 Penalty: 2855.250732
	Iteration 49Q: 3 clusters Score -696553.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -696562.500000 Penalty: 2855.250732
	Iteration 50Q: 3 clusters Score -696562.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -696571.625000 Penalty: 2855.250732
	Iteration 51Q: 3 clusters Score -696571.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -696574.125000 Penalty: 2855.250732
	Iteration 52Q: 3 clusters Score -696574.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -696576.750000 Penalty: 2855.250732
	Iteration 53Q: 3 clusters Score -696576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -696578.062500 Penalty: 2855.250732
	Iteration 54Q: 3 clusters Score -696578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -696579.312500 Penalty: 2855.250732
	Iteration 55Q: 3 clusters Score -696579.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -696582.562500 Penalty: 2855.250732
	Iteration 56Q: 3 clusters Score -696582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -696584.062500 Penalty: 2855.250732
	Iteration 57Q: 3 clusters Score -696584.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -696583.812500 Penalty: 2855.250732
	Iteration 58Q: 3 clusters Score -696583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -696586.875000 Penalty: 2855.250732
	Iteration 59Q: 3 clusters Score -696586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -696584.687500 Penalty: 2855.250732
	Iteration 60F: 3 clusters Score -696584.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -696586.875000 Penalty: 2855.250732
	Iteration 61Q: 3 clusters Score -696586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -696587.562500 Penalty: 2855.250732
	Iteration 62Q: 3 clusters Score -696587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -696589.750000 Penalty: 2855.250732
	Iteration 63Q: 3 clusters Score -696589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -696589.750000 Penalty: 2855.250732
	Iteration 64Q: 3 clusters Score -696589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -696590.812500 Penalty: 2855.250732
	Iteration 65Q: 3 clusters Score -696590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -696589.687500 Penalty: 2855.250732
	Iteration 66Q: 3 clusters Score -696589.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -696589.625000 Penalty: 2855.250732
	Iteration 67Q: 3 clusters Score -696589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -696589.625000 Penalty: 2855.250732
	Iteration 68F: 3 clusters Score -696589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -482529.875000 Penalty: 1352.704590
	Iteration 0F: 2 clusters Score -482529.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -479075.000000 Penalty: 2705.409180
	Iteration 0F: 3 clusters Score -479075 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -479965.656250 Penalty: 2705.409180
	Iteration 1F: 3 clusters Score -479965.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -480150.968750 Penalty: 2705.409180
	Iteration 2F: 3 clusters Score -480151 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -480259.187500 Penalty: 2705.409180
	Iteration 3F: 3 clusters Score -480259.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -480320.968750 Penalty: 2705.409180
	Iteration 4Q: 3 clusters Score -480321 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -480370.281250 Penalty: 2705.409180
	Iteration 5Q: 3 clusters Score -480370.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -480422.281250 Penalty: 2705.409180
	Iteration 6Q: 3 clusters Score -480422.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -480476.312500 Penalty: 2705.409180
	Iteration 7Q: 3 clusters Score -480476.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -480535.000000 Penalty: 2705.409180
	Iteration 8Q: 3 clusters Score -480535 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -480590.562500 Penalty: 2705.409180
	Iteration 9Q: 3 clusters Score -480590.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -480650.000000 Penalty: 2705.409180
	Iteration 10Q: 3 clusters Score -480650 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -480708.281250 Penalty: 2705.409180
	Iteration 11Q: 3 clusters Score -480708.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -480772.781250 Penalty: 2705.409180
	Iteration 12Q: 3 clusters Score -480772.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -480840.281250 Penalty: 2705.409180
	Iteration 13Q: 3 clusters Score -480840.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -480886.281250 Penalty: 2705.409180
	Iteration 14Q: 3 clusters Score -480886.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -480926.375000 Penalty: 2705.409180
	Iteration 15Q: 3 clusters Score -480926.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -480964.250000 Penalty: 2705.409180
	Iteration 16Q: 3 clusters Score -480964.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -481008.937500 Penalty: 2705.409180
	Iteration 17Q: 3 clusters Score -481008.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -481056.250000 Penalty: 2705.409180
	Iteration 18Q: 3 clusters Score -481056.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -481093.937500 Penalty: 2705.409180
	Iteration 19Q: 3 clusters Score -481093.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -481124.437500 Penalty: 2705.409180
	Iteration 20F: 3 clusters Score -481124.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -481149.593750 Penalty: 2705.409180
	Iteration 21Q: 3 clusters Score -481149.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -481172.375000 Penalty: 2705.409180
	Iteration 22Q: 3 clusters Score -481172.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -481197.531250 Penalty: 2705.409180
	Iteration 23Q: 3 clusters Score -481197.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -481227.000000 Penalty: 2705.409180
	Iteration 24Q: 3 clusters Score -481227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -481261.593750 Penalty: 2705.409180
	Iteration 25Q: 3 clusters Score -481261.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -481280.687500 Penalty: 2705.409180
	Iteration 26Q: 3 clusters Score -481280.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -481307.750000 Penalty: 2705.409180
	Iteration 27Q: 3 clusters Score -481307.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -481324.500000 Penalty: 2705.409180
	Iteration 28Q: 3 clusters Score -481324.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -481338.468750 Penalty: 2705.409180
	Iteration 29Q: 3 clusters Score -481338.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -481346.250000 Penalty: 2705.409180
	Iteration 30Q: 3 clusters Score -481346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -481349.656250 Penalty: 2705.409180
	Iteration 31Q: 3 clusters Score -481349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -481350.500000 Penalty: 2705.409180
	Iteration 32Q: 3 clusters Score -481350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -481350.500000 Penalty: 2705.409180
	Iteration 33F: 3 clusters Score -481350.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Entering Unmasked Estep 
Score: -6378883.500000 Penalty: 1770.259033
	Iteration 0F: 2 clusters Score -6378884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -6342822.000000 Penalty: 3540.518066
	Iteration 0F: 3 clusters Score -6342822 nChanged 25353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -6357022.500000 Penalty: 3540.518066
	Iteration 1F: 3 clusters Score -6357022 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -6357548.000000 Penalty: 3540.518066
	Iteration 2Q: 3 clusters Score -6357548 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -6358222.000000 Penalty: 3540.518066
	Iteration 3Q: 3 clusters Score -6358222 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -6359377.000000 Penalty: 3540.518066
	Iteration 4Q: 3 clusters Score -6359377 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -6361436.000000 Penalty: 3540.518066
	Iteration 5F: 3 clusters Score -6361436 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -6364833.000000 Penalty: 3540.518066
	Iteration 6F: 3 clusters Score -6364833 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -6369506.500000 Penalty: 3540.518066
	Iteration 7F: 3 clusters Score -6369506 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6373730.500000 Penalty: 3540.518066
	Iteration 8F: 3 clusters Score -6373730 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6376001.000000 Penalty: 3540.518066
	Iteration 9Q: 3 clusters Score -6376001 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6376852.500000 Penalty: 3540.518066
	Iteration 10Q: 3 clusters Score -6376852 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6377144.000000 Penalty: 3540.518066
	Iteration 11Q: 3 clusters Score -6377144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6377257.000000 Penalty: 3540.518066
	Iteration 12Q: 3 clusters Score -6377257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6377296.000000 Penalty: 3540.518066
	Iteration 13Q: 3 clusters Score -6377296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6377327.500000 Penalty: 3540.518066
	Iteration 14Q: 3 clusters Score -6377328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6377336.500000 Penalty: 3540.518066
	Iteration 15Q: 3 clusters Score -6377336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6377338.500000 Penalty: 3540.518066
	Iteration 16Q: 3 clusters Score -6377338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6377342.000000 Penalty: 3540.518066
	Iteration 17Q: 3 clusters Score -6377342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6377344.000000 Penalty: 3540.518066
	Iteration 18Q: 3 clusters Score -6377344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6377344.000000 Penalty: 3540.518066
	Iteration 19F: 3 clusters Score -6377344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -337053.281250 Penalty: 1303.507446
	Iteration 0F: 2 clusters Score -337053.3 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 1520 members 
Entering Unmasked Estep 
Score: -334280.562500 Penalty: 2607.014893
	Iteration 0F: 3 clusters Score -334280.6 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -334895.718750 Penalty: 2607.014893
	Iteration 1F: 3 clusters Score -334895.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -335069.062500 Penalty: 2607.014893
	Iteration 2F: 3 clusters Score -335069.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -335163.718750 Penalty: 2607.014893
	Iteration 3F: 3 clusters Score -335163.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -335229.062500 Penalty: 2607.014893
	Iteration 4Q: 3 clusters Score -335229.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -335279.562500 Penalty: 2607.014893
	Iteration 5Q: 3 clusters Score -335279.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -335308.781250 Penalty: 2607.014893
	Iteration 6Q: 3 clusters Score -335308.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -335336.750000 Penalty: 2607.014893
	Iteration 7Q: 3 clusters Score -335336.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -335364.562500 Penalty: 2607.014893
	Iteration 8Q: 3 clusters Score -335364.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -335384.812500 Penalty: 2607.014893
	Iteration 9Q: 3 clusters Score -335384.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -335401.781250 Penalty: 2607.014893
	Iteration 10Q: 3 clusters Score -335401.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -335421.031250 Penalty: 2607.014893
	Iteration 11Q: 3 clusters Score -335421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -335435.250000 Penalty: 2607.014893
	Iteration 12Q: 3 clusters Score -335435.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -335448.000000 Penalty: 2607.014893
	Iteration 13Q: 3 clusters Score -335448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -335462.312500 Penalty: 2607.014893
	Iteration 14Q: 3 clusters Score -335462.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -335480.375000 Penalty: 2607.014893
	Iteration 15Q: 3 clusters Score -335480.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -335501.625000 Penalty: 2607.014893
	Iteration 16Q: 3 clusters Score -335501.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -335522.656250 Penalty: 2607.014893
	Iteration 17Q: 3 clusters Score -335522.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -335539.437500 Penalty: 2607.014893
	Iteration 18Q: 3 clusters Score -335539.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -335559.750000 Penalty: 2607.014893
	Iteration 19Q: 3 clusters Score -335559.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -335588.843750 Penalty: 2607.014893
	Iteration 20F: 3 clusters Score -335588.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -335612.062500 Penalty: 2607.014893
	Iteration 21Q: 3 clusters Score -335612.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -335635.406250 Penalty: 2607.014893
	Iteration 22Q: 3 clusters Score -335635.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -335660.656250 Penalty: 2607.014893
	Iteration 23Q: 3 clusters Score -335660.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -335686.937500 Penalty: 2607.014893
	Iteration 24Q: 3 clusters Score -335686.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -335712.312500 Penalty: 2607.014893
	Iteration 25Q: 3 clusters Score -335712.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -335737.281250 Penalty: 2607.014893
	Iteration 26Q: 3 clusters Score -335737.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -335759.843750 Penalty: 2607.014893
	Iteration 27Q: 3 clusters Score -335759.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -335784.656250 Penalty: 2607.014893
	Iteration 28Q: 3 clusters Score -335784.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -335805.281250 Penalty: 2607.014893
	Iteration 29Q: 3 clusters Score -335805.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -335823.593750 Penalty: 2607.014893
	Iteration 30Q: 3 clusters Score -335823.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -335841.250000 Penalty: 2607.014893
	Iteration 31Q: 3 clusters Score -335841.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -335857.031250 Penalty: 2607.014893
	Iteration 32Q: 3 clusters Score -335857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -335870.218750 Penalty: 2607.014893
	Iteration 33Q: 3 clusters Score -335870.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -335884.781250 Penalty: 2607.014893
	Iteration 34Q: 3 clusters Score -335884.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -335894.687500 Penalty: 2607.014893
	Iteration 35Q: 3 clusters Score -335894.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -335906.406250 Penalty: 2607.014893
	Iteration 36Q: 3 clusters Score -335906.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -335914.406250 Penalty: 2607.014893
	Iteration 37Q: 3 clusters Score -335914.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -335920.093750 Penalty: 2607.014893
	Iteration 38Q: 3 clusters Score -335920.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -335927.437500 Penalty: 2607.014893
	Iteration 39Q: 3 clusters Score -335927.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -335933.343750 Penalty: 2607.014893
	Iteration 40F: 3 clusters Score -335933.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -335935.906250 Penalty: 2607.014893
	Iteration 41Q: 3 clusters Score -335935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -335937.968750 Penalty: 2607.014893
	Iteration 42Q: 3 clusters Score -335938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -335941.062500 Penalty: 2607.014893
	Iteration 43Q: 3 clusters Score -335941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -335943.218750 Penalty: 2607.014893
	Iteration 44Q: 3 clusters Score -335943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -335945.718750 Penalty: 2607.014893
	Iteration 45Q: 3 clusters Score -335945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -335949.062500 Penalty: 2607.014893
	Iteration 46Q: 3 clusters Score -335949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -335950.343750 Penalty: 2607.014893
	Iteration 47Q: 3 clusters Score -335950.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -335951.281250 Penalty: 2607.014893
	Iteration 48Q: 3 clusters Score -335951.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -335952.031250 Penalty: 2607.014893
	Iteration 49Q: 3 clusters Score -335952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -335952.250000 Penalty: 2607.014893
	Iteration 50Q: 3 clusters Score -335952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -335952.750000 Penalty: 2607.014893
	Iteration 51Q: 3 clusters Score -335952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -335954.062500 Penalty: 2607.014893
	Iteration 52Q: 3 clusters Score -335954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -335955.250000 Penalty: 2607.014893
	Iteration 53Q: 3 clusters Score -335955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -335956.000000 Penalty: 2607.014893
	Iteration 54Q: 3 clusters Score -335956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -335956.531250 Penalty: 2607.014893
	Iteration 55Q: 3 clusters Score -335956.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -335956.468750 Penalty: 2607.014893
	Iteration 56Q: 3 clusters Score -335956.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -335956.687500 Penalty: 2607.014893
	Iteration 57Q: 3 clusters Score -335956.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -335956.687500 Penalty: 2607.014893
	Iteration 58F: 3 clusters Score -335956.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Entering Unmasked Estep 
Score: -7245801.000000 Penalty: 1793.614624
	Iteration 0F: 2 clusters Score -7245801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -7204419.500000 Penalty: 3587.229248
	Iteration 0F: 3 clusters Score -7204420 nChanged 29273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -7221535.500000 Penalty: 3587.229248
	Iteration 1F: 3 clusters Score -7221536 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -7222203.500000 Penalty: 3587.229248
	Iteration 2Q: 3 clusters Score -7222204 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -7223102.500000 Penalty: 3587.229248
	Iteration 3Q: 3 clusters Score -7223102 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -7224366.500000 Penalty: 3587.229248
	Iteration 4Q: 3 clusters Score -7224366 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -7225985.500000 Penalty: 3587.229248
	Iteration 5Q: 3 clusters Score -7225986 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -7228018.000000 Penalty: 3587.229248
	Iteration 6F: 3 clusters Score -7228018 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7230209.500000 Penalty: 3587.229248
	Iteration 7F: 3 clusters Score -7230210 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7232345.000000 Penalty: 3587.229248
	Iteration 8F: 3 clusters Score -7232345 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -7234219.500000 Penalty: 3587.229248
	Iteration 9F: 3 clusters Score -7234220 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -7235576.000000 Penalty: 3587.229248
	Iteration 10Q: 3 clusters Score -7235576 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -7236333.000000 Penalty: 3587.229248
	Iteration 11Q: 3 clusters Score -7236333 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -7236723.000000 Penalty: 3587.229248
	Iteration 12Q: 3 clusters Score -7236723 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -7236938.500000 Penalty: 3587.229248
	Iteration 13Q: 3 clusters Score -7236938 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -7237113.500000 Penalty: 3587.229248
	Iteration 14Q: 3 clusters Score -7237114 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -7237264.000000 Penalty: 3587.229248
	Iteration 15Q: 3 clusters Score -7237264 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -7237379.000000 Penalty: 3587.229248
	Iteration 16Q: 3 clusters Score -7237379 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -7237506.000000 Penalty: 3587.229248
	Iteration 17Q: 3 clusters Score -7237506 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -7237627.000000 Penalty: 3587.229248
	Iteration 18Q: 3 clusters Score -7237627 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -7237751.000000 Penalty: 3587.229248
	Iteration 19Q: 3 clusters Score -7237751 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -7237896.500000 Penalty: 3587.229248
	Iteration 20F: 3 clusters Score -7237896 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -7238047.500000 Penalty: 3587.229248
	Iteration 21Q: 3 clusters Score -7238048 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -7238189.500000 Penalty: 3587.229248
	Iteration 22Q: 3 clusters Score -7238190 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -7238386.000000 Penalty: 3587.229248
	Iteration 23Q: 3 clusters Score -7238386 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -7238615.500000 Penalty: 3587.229248
	Iteration 24Q: 3 clusters Score -7238616 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -7238773.000000 Penalty: 3587.229248
	Iteration 25Q: 3 clusters Score -7238773 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -7238980.000000 Penalty: 3587.229248
	Iteration 26Q: 3 clusters Score -7238980 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -7239262.500000 Penalty: 3587.229248
	Iteration 27Q: 3 clusters Score -7239262 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -7239532.000000 Penalty: 3587.229248
	Iteration 28Q: 3 clusters Score -7239532 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -7239811.000000 Penalty: 3587.229248
	Iteration 29Q: 3 clusters Score -7239811 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -7240164.500000 Penalty: 3587.229248
	Iteration 30Q: 3 clusters Score -7240164 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -7240497.500000 Penalty: 3587.229248
	Iteration 31Q: 3 clusters Score -7240498 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -7240843.000000 Penalty: 3587.229248
	Iteration 32Q: 3 clusters Score -7240843 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -7241225.500000 Penalty: 3587.229248
	Iteration 33Q: 3 clusters Score -7241226 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -7241583.000000 Penalty: 3587.229248
	Iteration 34Q: 3 clusters Score -7241583 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -7242013.000000 Penalty: 3587.229248
	Iteration 35Q: 3 clusters Score -7242013 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -7242409.500000 Penalty: 3587.229248
	Iteration 36Q: 3 clusters Score -7242410 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -7242752.000000 Penalty: 3587.229248
	Iteration 37Q: 3 clusters Score -7242752 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -7243105.000000 Penalty: 3587.229248
	Iteration 38Q: 3 clusters Score -7243105 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -7243372.000000 Penalty: 3587.229248
	Iteration 39Q: 3 clusters Score -7243372 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -7243630.500000 Penalty: 3587.229248
	Iteration 40F: 3 clusters Score -7243630 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -7243798.500000 Penalty: 3587.229248
	Iteration 41Q: 3 clusters Score -7243798 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -7243932.500000 Penalty: 3587.229248
	Iteration 42Q: 3 clusters Score -7243932 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -7244024.500000 Penalty: 3587.229248
	Iteration 43Q: 3 clusters Score -7244024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -7244090.000000 Penalty: 3587.229248
	Iteration 44Q: 3 clusters Score -7244090 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 61394 members 
Entering Unmasked Estep 
Score: -7244158.500000 Penalty: 3587.229248
	Iteration 45Q: 3 clusters Score -7244158 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -7244199.000000 Penalty: 3587.229248
	Iteration 46Q: 3 clusters Score -7244199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
Score: -7244237.500000 Penalty: 3587.229248
	Iteration 47Q: 3 clusters Score -7244238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -7244261.500000 Penalty: 3587.229248
	Iteration 48Q: 3 clusters Score -7244262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -7244278.500000 Penalty: 3587.229248
	Iteration 49Q: 3 clusters Score -7244278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -7244282.000000 Penalty: 3587.229248
	Iteration 50Q: 3 clusters Score -7244282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -7244295.500000 Penalty: 3587.229248
	Iteration 51Q: 3 clusters Score -7244296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -7244297.000000 Penalty: 3587.229248
	Iteration 52Q: 3 clusters Score -7244297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -7244309.000000 Penalty: 3587.229248
	Iteration 53Q: 3 clusters Score -7244309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -7244314.000000 Penalty: 3587.229248
	Iteration 54Q: 3 clusters Score -7244314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -7244324.000000 Penalty: 3587.229248
	Iteration 55Q: 3 clusters Score -7244324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -7244330.500000 Penalty: 3587.229248
	Iteration 56Q: 3 clusters Score -7244330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -7244330.000000 Penalty: 3587.229248
	Iteration 57Q: 3 clusters Score -7244330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -7244330.500000 Penalty: 3587.229248
	Iteration 58Q: 3 clusters Score -7244330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -7244327.000000 Penalty: 3587.229248
	Iteration 59Q: 3 clusters Score -7244327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -7244327.000000 Penalty: 3587.229248
	Iteration 60F: 3 clusters Score -7244327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -142269.968750 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -142270 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 614 members 
Entering Unmasked Estep 
Score: -140654.156250 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -140654.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -140956.093750 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -140956.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -141041.843750 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -141041.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -141085.375000 Penalty: 2314.406982
	Iteration 3Q: 3 clusters Score -141085.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -141110.875000 Penalty: 2314.406982
	Iteration 4Q: 3 clusters Score -141110.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -141124.046875 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -141124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -141130.984375 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -141131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -141136.125000 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -141136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -141140.078125 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -141140.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -141144.421875 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -141144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -141146.562500 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -141146.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -141152.656250 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -141152.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -141161.984375 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -141162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -141173.484375 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -141173.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -141180.343750 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -141180.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -141191.968750 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -141192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -141203.000000 Penalty: 2314.406982
	Iteration 16Q: 3 clusters Score -141203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141207.640625 Penalty: 2314.406982
	Iteration 17Q: 3 clusters Score -141207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -141212.906250 Penalty: 2314.406982
	Iteration 18Q: 3 clusters Score -141212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -141213.687500 Penalty: 2314.406982
	Iteration 19Q: 3 clusters Score -141213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -141216.140625 Penalty: 2314.406982
	Iteration 20F: 3 clusters Score -141216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -141217.500000 Penalty: 2314.406982
	Iteration 21Q: 3 clusters Score -141217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -141217.500000 Penalty: 2314.406982
	Iteration 22F: 3 clusters Score -141217.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Entering Unmasked Estep 
Score: -8200058.000000 Penalty: 1814.650024
	Iteration 0F: 2 clusters Score -8200058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -8152830.500000 Penalty: 3629.300049
	Iteration 0F: 3 clusters Score -8152830 nChanged 33638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -8172011.500000 Penalty: 3629.300049
	Iteration 1F: 3 clusters Score -8172012 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -8172463.000000 Penalty: 3629.300049
	Iteration 2Q: 3 clusters Score -8172463 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -8172901.000000 Penalty: 3629.300049
	Iteration 3Q: 3 clusters Score -8172901 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -8173489.000000 Penalty: 3629.300049
	Iteration 4Q: 3 clusters Score -8173489 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -8174042.500000 Penalty: 3629.300049
	Iteration 5Q: 3 clusters Score -8174042 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -8174608.500000 Penalty: 3629.300049
	Iteration 6Q: 3 clusters Score -8174608 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -8175412.000000 Penalty: 3629.300049
	Iteration 7Q: 3 clusters Score -8175412 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -8176395.000000 Penalty: 3629.300049
	Iteration 8Q: 3 clusters Score -8176395 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -8177677.500000 Penalty: 3629.300049
	Iteration 9Q: 3 clusters Score -8177678 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -8179645.500000 Penalty: 3629.300049
	Iteration 10Q: 3 clusters Score -8179646 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8182317.500000 Penalty: 3629.300049
	Iteration 11F: 3 clusters Score -8182318 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8185462.500000 Penalty: 3629.300049
	Iteration 12F: 3 clusters Score -8185462 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -8187995.000000 Penalty: 3629.300049
	Iteration 13F: 3 clusters Score -8187995 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -8189325.000000 Penalty: 3629.300049
	Iteration 14Q: 3 clusters Score -8189325 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -8190090.000000 Penalty: 3629.300049
	Iteration 15Q: 3 clusters Score -8190090 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -8190536.500000 Penalty: 3629.300049
	Iteration 16Q: 3 clusters Score -8190536 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -8191061.000000 Penalty: 3629.300049
	Iteration 17Q: 3 clusters Score -8191061 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -8191605.500000 Penalty: 3629.300049
	Iteration 18Q: 3 clusters Score -8191606 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -8192104.000000 Penalty: 3629.300049
	Iteration 19Q: 3 clusters Score -8192104 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -8192633.000000 Penalty: 3629.300049
	Iteration 20F: 3 clusters Score -8192633 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -8193170.000000 Penalty: 3629.300049
	Iteration 21Q: 3 clusters Score -8193170 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -8193675.500000 Penalty: 3629.300049
	Iteration 22Q: 3 clusters Score -8193676 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -8194225.000000 Penalty: 3629.300049
	Iteration 23Q: 3 clusters Score -8194225 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -8194758.500000 Penalty: 3629.300049
	Iteration 24Q: 3 clusters Score -8194758 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -8195262.000000 Penalty: 3629.300049
	Iteration 25Q: 3 clusters Score -8195262 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -8195741.000000 Penalty: 3629.300049
	Iteration 26Q: 3 clusters Score -8195741 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -8196238.000000 Penalty: 3629.300049
	Iteration 27Q: 3 clusters Score -8196238 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -8196697.000000 Penalty: 3629.300049
	Iteration 28Q: 3 clusters Score -8196697 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -8197054.000000 Penalty: 3629.300049
	Iteration 29Q: 3 clusters Score -8197054 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -8197362.500000 Penalty: 3629.300049
	Iteration 30Q: 3 clusters Score -8197362 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -8197601.500000 Penalty: 3629.300049
	Iteration 31Q: 3 clusters Score -8197602 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -8197792.000000 Penalty: 3629.300049
	Iteration 32Q: 3 clusters Score -8197792 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -8197968.500000 Penalty: 3629.300049
	Iteration 33Q: 3 clusters Score -8197968 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -8198117.000000 Penalty: 3629.300049
	Iteration 34Q: 3 clusters Score -8198117 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -8198181.500000 Penalty: 3629.300049
	Iteration 35Q: 3 clusters Score -8198182 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 68432 members 
Entering Unmasked Estep 
Score: -8198236.500000 Penalty: 3629.300049
	Iteration 36Q: 3 clusters Score -8198236 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -8198294.000000 Penalty: 3629.300049
	Iteration 37Q: 3 clusters Score -8198294 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -8198352.500000 Penalty: 3629.300049
	Iteration 38Q: 3 clusters Score -8198352 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -8198413.500000 Penalty: 3629.300049
	Iteration 39Q: 3 clusters Score -8198414 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -8198450.000000 Penalty: 3629.300049
	Iteration 40F: 3 clusters Score -8198450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -8198483.000000 Penalty: 3629.300049
	Iteration 41Q: 3 clusters Score -8198483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -8198504.000000 Penalty: 3629.300049
	Iteration 42Q: 3 clusters Score -8198504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -8198540.000000 Penalty: 3629.300049
	Iteration 43Q: 3 clusters Score -8198540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -8198575.500000 Penalty: 3629.300049
	Iteration 44Q: 3 clusters Score -8198576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -8198597.500000 Penalty: 3629.300049
	Iteration 45Q: 3 clusters Score -8198598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -8198614.500000 Penalty: 3629.300049
	Iteration 46Q: 3 clusters Score -8198614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -8198619.500000 Penalty: 3629.300049
	Iteration 47Q: 3 clusters Score -8198620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 69710 members 
Entering Unmasked Estep 
Score: -8198637.000000 Penalty: 3629.300049
	Iteration 48Q: 3 clusters Score -8198637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8198653.000000 Penalty: 3629.300049
	Iteration 49Q: 3 clusters Score -8198653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -8198667.500000 Penalty: 3629.300049
	Iteration 50Q: 3 clusters Score -8198668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -8198677.000000 Penalty: 3629.300049
	Iteration 51Q: 3 clusters Score -8198677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -8198673.500000 Penalty: 3629.300049
	Iteration 52Q: 3 clusters Score -8198674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -8198666.500000 Penalty: 3629.300049
	Iteration 53Q: 3 clusters Score -8198666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -8198673.500000 Penalty: 3629.300049
	Iteration 54Q: 3 clusters Score -8198674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -8198678.000000 Penalty: 3629.300049
	Iteration 55Q: 3 clusters Score -8198678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -8198685.500000 Penalty: 3629.300049
	Iteration 56Q: 3 clusters Score -8198686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -8198689.000000 Penalty: 3629.300049
	Iteration 57Q: 3 clusters Score -8198689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -8198687.000000 Penalty: 3629.300049
	Iteration 58Q: 3 clusters Score -8198687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -8198689.000000 Penalty: 3629.300049
	Iteration 59Q: 3 clusters Score -8198689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -8198695.500000 Penalty: 3629.300049
	Iteration 60F: 3 clusters Score -8198696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -8198706.500000 Penalty: 3629.300049
	Iteration 61Q: 3 clusters Score -8198706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 69975 members 
Entering Unmasked Estep 
Score: -8198703.500000 Penalty: 3629.300049
	Iteration 62Q: 3 clusters Score -8198704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 69980 members 
Entering Unmasked Estep 
Score: -8198700.500000 Penalty: 3629.300049
	Iteration 63Q: 3 clusters Score -8198700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -8198694.500000 Penalty: 3629.300049
	Iteration 64Q: 3 clusters Score -8198694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -8198698.500000 Penalty: 3629.300049
	Iteration 65Q: 3 clusters Score -8198698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 69987 members 
Entering Unmasked Estep 
Score: -8198702.000000 Penalty: 3629.300049
	Iteration 66Q: 3 clusters Score -8198702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -8198703.500000 Penalty: 3629.300049
	Iteration 67Q: 3 clusters Score -8198704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -8198703.500000 Penalty: 3629.300049
	Iteration 68F: 3 clusters Score -8198704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -41237.027344 Penalty: 977.625549
	Iteration 0F: 2 clusters Score -41237.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40304.093750 Penalty: 1955.251099
	Iteration 0F: 3 clusters Score -40304.09 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40569.253906 Penalty: 1955.251099
	Iteration 1F: 3 clusters Score -40569.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40706.859375 Penalty: 1955.251099
	Iteration 2F: 3 clusters Score -40706.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40877.550781 Penalty: 1955.251099
	Iteration 3F: 3 clusters Score -40877.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40935.816406 Penalty: 1955.251099
	Iteration 4Q: 3 clusters Score -40935.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40966.066406 Penalty: 1955.251099
	Iteration 5Q: 3 clusters Score -40966.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41038.421875 Penalty: 1955.251099
	Iteration 6Q: 3 clusters Score -41038.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41079.031250 Penalty: 1955.251099
	Iteration 7Q: 3 clusters Score -41079.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41085.093750 Penalty: 1955.251099
	Iteration 8Q: 3 clusters Score -41085.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41087.503906 Penalty: 1955.251099
	Iteration 9Q: 3 clusters Score -41087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41087.503906 Penalty: 1955.251099
	Iteration 10F: 3 clusters Score -41087.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Entering Unmasked Estep 
Score: -547172.125000 Penalty: 1375.023071
	Iteration 0F: 2 clusters Score -547172.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -543322.625000 Penalty: 2750.046143
	Iteration 0F: 3 clusters Score -543322.6 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -544447.812500 Penalty: 2750.046143
	Iteration 1F: 3 clusters Score -544447.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -544742.750000 Penalty: 2750.046143
	Iteration 2F: 3 clusters Score -544742.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -545013.312500 Penalty: 2750.046143
	Iteration 3F: 3 clusters Score -545013.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -545227.937500 Penalty: 2750.046143
	Iteration 4F: 3 clusters Score -545227.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -545409.187500 Penalty: 2750.046143
	Iteration 5F: 3 clusters Score -545409.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -545574.312500 Penalty: 2750.046143
	Iteration 6F: 3 clusters Score -545574.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -545723.062500 Penalty: 2750.046143
	Iteration 7Q: 3 clusters Score -545723.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -545866.250000 Penalty: 2750.046143
	Iteration 8Q: 3 clusters Score -545866.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -545987.437500 Penalty: 2750.046143
	Iteration 9Q: 3 clusters Score -545987.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -546072.625000 Penalty: 2750.046143
	Iteration 10Q: 3 clusters Score -546072.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -546127.875000 Penalty: 2750.046143
	Iteration 11Q: 3 clusters Score -546127.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -546162.625000 Penalty: 2750.046143
	Iteration 12Q: 3 clusters Score -546162.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -546185.000000 Penalty: 2750.046143
	Iteration 13Q: 3 clusters Score -546185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -546203.312500 Penalty: 2750.046143
	Iteration 14Q: 3 clusters Score -546203.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -546221.000000 Penalty: 2750.046143
	Iteration 15Q: 3 clusters Score -546221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -546235.312500 Penalty: 2750.046143
	Iteration 16Q: 3 clusters Score -546235.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -546251.062500 Penalty: 2750.046143
	Iteration 17Q: 3 clusters Score -546251.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -546263.687500 Penalty: 2750.046143
	Iteration 18Q: 3 clusters Score -546263.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -546273.375000 Penalty: 2750.046143
	Iteration 19Q: 3 clusters Score -546273.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -546281.812500 Penalty: 2750.046143
	Iteration 20F: 3 clusters Score -546281.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -546289.562500 Penalty: 2750.046143
	Iteration 21Q: 3 clusters Score -546289.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -546300.812500 Penalty: 2750.046143
	Iteration 22Q: 3 clusters Score -546300.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -546311.750000 Penalty: 2750.046143
	Iteration 23Q: 3 clusters Score -546311.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -546319.062500 Penalty: 2750.046143
	Iteration 24Q: 3 clusters Score -546319.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -546326.812500 Penalty: 2750.046143
	Iteration 25Q: 3 clusters Score -546326.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -546332.812500 Penalty: 2750.046143
	Iteration 26Q: 3 clusters Score -546332.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -546337.312500 Penalty: 2750.046143
	Iteration 27Q: 3 clusters Score -546337.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -546341.000000 Penalty: 2750.046143
	Iteration 28Q: 3 clusters Score -546341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -546344.562500 Penalty: 2750.046143
	Iteration 29Q: 3 clusters Score -546344.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -546348.250000 Penalty: 2750.046143
	Iteration 30Q: 3 clusters Score -546348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -546349.812500 Penalty: 2750.046143
	Iteration 31Q: 3 clusters Score -546349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -546349.687500 Penalty: 2750.046143
	Iteration 32Q: 3 clusters Score -546349.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -546350.187500 Penalty: 2750.046143
	Iteration 33Q: 3 clusters Score -546350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -546350.187500 Penalty: 2750.046143
	Iteration 34F: 3 clusters Score -546350.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Entering Unmasked Estep 
Score: -1833840.375000 Penalty: 1570.641235
	Iteration 0F: 2 clusters Score -1833840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1822914.500000 Penalty: 3141.282471
	Iteration 0F: 3 clusters Score -1822914 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1826672.500000 Penalty: 3141.282471
	Iteration 1F: 3 clusters Score -1826672 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1826999.625000 Penalty: 3141.282471
	Iteration 2F: 3 clusters Score -1827000 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1827308.375000 Penalty: 3141.282471
	Iteration 3F: 3 clusters Score -1827308 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1827644.000000 Penalty: 3141.282471
	Iteration 4Q: 3 clusters Score -1827644 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1828035.375000 Penalty: 3141.282471
	Iteration 5Q: 3 clusters Score -1828035 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1828572.250000 Penalty: 3141.282471
	Iteration 6F: 3 clusters Score -1828572 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1829295.000000 Penalty: 3141.282471
	Iteration 7F: 3 clusters Score -1829295 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1830168.500000 Penalty: 3141.282471
	Iteration 8F: 3 clusters Score -1830168 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1831090.375000 Penalty: 3141.282471
	Iteration 9F: 3 clusters Score -1831090 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1831731.375000 Penalty: 3141.282471
	Iteration 10Q: 3 clusters Score -1831731 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1832105.000000 Penalty: 3141.282471
	Iteration 11Q: 3 clusters Score -1832105 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1832314.125000 Penalty: 3141.282471
	Iteration 12Q: 3 clusters Score -1832314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1832398.375000 Penalty: 3141.282471
	Iteration 13Q: 3 clusters Score -1832398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1832428.750000 Penalty: 3141.282471
	Iteration 14Q: 3 clusters Score -1832429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1832448.125000 Penalty: 3141.282471
	Iteration 15Q: 3 clusters Score -1832448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1832455.625000 Penalty: 3141.282471
	Iteration 16Q: 3 clusters Score -1832456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1832461.875000 Penalty: 3141.282471
	Iteration 17Q: 3 clusters Score -1832462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1832468.500000 Penalty: 3141.282471
	Iteration 18Q: 3 clusters Score -1832468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1832471.750000 Penalty: 3141.282471
	Iteration 19Q: 3 clusters Score -1832472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1832474.750000 Penalty: 3141.282471
	Iteration 20F: 3 clusters Score -1832475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1832478.250000 Penalty: 3141.282471
	Iteration 21Q: 3 clusters Score -1832478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1832483.625000 Penalty: 3141.282471
	Iteration 22Q: 3 clusters Score -1832484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1832489.000000 Penalty: 3141.282471
	Iteration 23Q: 3 clusters Score -1832489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1832493.750000 Penalty: 3141.282471
	Iteration 24Q: 3 clusters Score -1832494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1832493.750000 Penalty: 3141.282471
	Iteration 25F: 3 clusters Score -1832494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -266711.156250 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -266711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -264412.937500 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -264412.9 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -264934.562500 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -264934.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -265049.875000 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -265049.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -265105.187500 Penalty: 2522.013184
	Iteration 3Q: 3 clusters Score -265105.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -265149.312500 Penalty: 2522.013184
	Iteration 4Q: 3 clusters Score -265149.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -265183.312500 Penalty: 2522.013184
	Iteration 5Q: 3 clusters Score -265183.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -265221.156250 Penalty: 2522.013184
	Iteration 6Q: 3 clusters Score -265221.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -265251.968750 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -265252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -265281.812500 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -265281.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -265315.406250 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -265315.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -265352.187500 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -265352.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -265388.531250 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -265388.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -265425.093750 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -265425.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -265456.562500 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -265456.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -265503.093750 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -265503.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -265572.687500 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -265572.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -265713.093750 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -265713.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -265957.625000 Penalty: 2522.013184
	Iteration 17F: 3 clusters Score -265957.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -266204.937500 Penalty: 2522.013184
	Iteration 18F: 3 clusters Score -266204.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -266336.406250 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -266336.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -266417.156250 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -266417.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -266469.218750 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -266469.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -266490.781250 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -266490.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -266503.968750 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -266504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -266510.531250 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -266510.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -266514.812500 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -266514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -266517.531250 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -266517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -266517.843750 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -266517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -266517.843750 Penalty: 2522.013184
	Iteration 28F: 3 clusters Score -266517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -18273.091797 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -18273.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17568.826172 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -17568.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17712.960938 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -17712.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17747.091797 Penalty: 1731.559692
	Iteration 2Q: 3 clusters Score -17747.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17764.357422 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -17764.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17764.357422 Penalty: 1731.559692
	Iteration 4F: 3 clusters Score -17764.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Entering Unmasked Estep 
Score: -3864869.000000 Penalty: 1692.470459
	Iteration 0F: 2 clusters Score -3864869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3842505.250000 Penalty: 3384.940918
	Iteration 0F: 3 clusters Score -3842505 nChanged 15363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3851648.250000 Penalty: 3384.940918
	Iteration 1F: 3 clusters Score -3851648 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3852389.500000 Penalty: 3384.940918
	Iteration 2F: 3 clusters Score -3852390 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3853298.500000 Penalty: 3384.940918
	Iteration 3F: 3 clusters Score -3853298 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3854360.250000 Penalty: 3384.940918
	Iteration 4F: 3 clusters Score -3854360 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3855697.750000 Penalty: 3384.940918
	Iteration 5F: 3 clusters Score -3855698 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3857196.250000 Penalty: 3384.940918
	Iteration 6F: 3 clusters Score -3857196 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3858574.750000 Penalty: 3384.940918
	Iteration 7F: 3 clusters Score -3858575 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3859826.000000 Penalty: 3384.940918
	Iteration 8Q: 3 clusters Score -3859826 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3860815.250000 Penalty: 3384.940918
	Iteration 9Q: 3 clusters Score -3860815 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3861455.250000 Penalty: 3384.940918
	Iteration 10Q: 3 clusters Score -3861455 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3861799.250000 Penalty: 3384.940918
	Iteration 11Q: 3 clusters Score -3861799 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3862046.750000 Penalty: 3384.940918
	Iteration 12Q: 3 clusters Score -3862047 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3862249.500000 Penalty: 3384.940918
	Iteration 13Q: 3 clusters Score -3862250 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3862432.500000 Penalty: 3384.940918
	Iteration 14Q: 3 clusters Score -3862432 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3862561.750000 Penalty: 3384.940918
	Iteration 15Q: 3 clusters Score -3862562 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3862694.750000 Penalty: 3384.940918
	Iteration 16Q: 3 clusters Score -3862695 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3862781.250000 Penalty: 3384.940918
	Iteration 17Q: 3 clusters Score -3862781 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3862873.250000 Penalty: 3384.940918
	Iteration 18Q: 3 clusters Score -3862873 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3862938.000000 Penalty: 3384.940918
	Iteration 19Q: 3 clusters Score -3862938 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3863013.500000 Penalty: 3384.940918
	Iteration 20F: 3 clusters Score -3863014 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3863071.000000 Penalty: 3384.940918
	Iteration 21Q: 3 clusters Score -3863071 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3863140.500000 Penalty: 3384.940918
	Iteration 22Q: 3 clusters Score -3863140 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3863201.250000 Penalty: 3384.940918
	Iteration 23Q: 3 clusters Score -3863201 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3863247.250000 Penalty: 3384.940918
	Iteration 24Q: 3 clusters Score -3863247 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3863306.750000 Penalty: 3384.940918
	Iteration 25Q: 3 clusters Score -3863307 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3863375.500000 Penalty: 3384.940918
	Iteration 26Q: 3 clusters Score -3863376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3863419.250000 Penalty: 3384.940918
	Iteration 27Q: 3 clusters Score -3863419 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3863465.000000 Penalty: 3384.940918
	Iteration 28Q: 3 clusters Score -3863465 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3863502.000000 Penalty: 3384.940918
	Iteration 29Q: 3 clusters Score -3863502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3863528.250000 Penalty: 3384.940918
	Iteration 30Q: 3 clusters Score -3863528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3863543.250000 Penalty: 3384.940918
	Iteration 31Q: 3 clusters Score -3863543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3863550.500000 Penalty: 3384.940918
	Iteration 32Q: 3 clusters Score -3863550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3863563.250000 Penalty: 3384.940918
	Iteration 33Q: 3 clusters Score -3863563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3863586.000000 Penalty: 3384.940918
	Iteration 34Q: 3 clusters Score -3863586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3863602.000000 Penalty: 3384.940918
	Iteration 35Q: 3 clusters Score -3863602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3863616.000000 Penalty: 3384.940918
	Iteration 36Q: 3 clusters Score -3863616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3863617.000000 Penalty: 3384.940918
	Iteration 37Q: 3 clusters Score -3863617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3863630.000000 Penalty: 3384.940918
	Iteration 38Q: 3 clusters Score -3863630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3863630.000000 Penalty: 3384.940918
	Iteration 39Q: 3 clusters Score -3863630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3863630.000000 Penalty: 3384.940918
	Iteration 40F: 3 clusters Score -3863630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3863640.250000 Penalty: 3384.940918
	Iteration 41Q: 3 clusters Score -3863640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3863643.500000 Penalty: 3384.940918
	Iteration 42Q: 3 clusters Score -3863644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3863659.500000 Penalty: 3384.940918
	Iteration 43Q: 3 clusters Score -3863660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3863675.500000 Penalty: 3384.940918
	Iteration 44Q: 3 clusters Score -3863676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3863680.750000 Penalty: 3384.940918
	Iteration 45Q: 3 clusters Score -3863681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3863681.500000 Penalty: 3384.940918
	Iteration 46Q: 3 clusters Score -3863682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3863690.000000 Penalty: 3384.940918
	Iteration 47Q: 3 clusters Score -3863690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3863690.250000 Penalty: 3384.940918
	Iteration 48Q: 3 clusters Score -3863690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3863690.500000 Penalty: 3384.940918
	Iteration 49Q: 3 clusters Score -3863690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3863692.000000 Penalty: 3384.940918
	Iteration 50Q: 3 clusters Score -3863692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3863692.500000 Penalty: 3384.940918
	Iteration 51Q: 3 clusters Score -3863692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3863692.750000 Penalty: 3384.940918
	Iteration 52Q: 3 clusters Score -3863693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3863692.750000 Penalty: 3384.940918
	Iteration 53F: 3 clusters Score -3863693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Entering Unmasked Estep 
Score: -503966.750000 Penalty: 1370.423706
	Iteration 0F: 2 clusters Score -503966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -500252.031250 Penalty: 2740.847412
	Iteration 0F: 3 clusters Score -500252 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -501261.250000 Penalty: 2740.847412
	Iteration 1F: 3 clusters Score -501261.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -501461.906250 Penalty: 2740.847412
	Iteration 2F: 3 clusters Score -501461.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -501596.437500 Penalty: 2740.847412
	Iteration 3F: 3 clusters Score -501596.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -501729.343750 Penalty: 2740.847412
	Iteration 4Q: 3 clusters Score -501729.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -501868.687500 Penalty: 2740.847412
	Iteration 5Q: 3 clusters Score -501868.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -502049.281250 Penalty: 2740.847412
	Iteration 6Q: 3 clusters Score -502049.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -502277.562500 Penalty: 2740.847412
	Iteration 7F: 3 clusters Score -502277.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -502519.062500 Penalty: 2740.847412
	Iteration 8F: 3 clusters Score -502519.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -502766.718750 Penalty: 2740.847412
	Iteration 9F: 3 clusters Score -502766.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -502953.187500 Penalty: 2740.847412
	Iteration 10Q: 3 clusters Score -502953.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -503050.781250 Penalty: 2740.847412
	Iteration 11Q: 3 clusters Score -503050.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -503102.125000 Penalty: 2740.847412
	Iteration 12Q: 3 clusters Score -503102.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -503138.250000 Penalty: 2740.847412
	Iteration 13Q: 3 clusters Score -503138.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -503161.593750 Penalty: 2740.847412
	Iteration 14Q: 3 clusters Score -503161.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -503175.625000 Penalty: 2740.847412
	Iteration 15Q: 3 clusters Score -503175.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -503185.656250 Penalty: 2740.847412
	Iteration 16Q: 3 clusters Score -503185.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -503198.156250 Penalty: 2740.847412
	Iteration 17Q: 3 clusters Score -503198.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -503206.875000 Penalty: 2740.847412
	Iteration 18Q: 3 clusters Score -503206.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -503211.437500 Penalty: 2740.847412
	Iteration 19Q: 3 clusters Score -503211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -503214.156250 Penalty: 2740.847412
	Iteration 20F: 3 clusters Score -503214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -503216.000000 Penalty: 2740.847412
	Iteration 21Q: 3 clusters Score -503216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -503217.468750 Penalty: 2740.847412
	Iteration 22Q: 3 clusters Score -503217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -503217.781250 Penalty: 2740.847412
	Iteration 23Q: 3 clusters Score -503217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -503218.062500 Penalty: 2740.847412
	Iteration 24Q: 3 clusters Score -503218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -503219.375000 Penalty: 2740.847412
	Iteration 25Q: 3 clusters Score -503219.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -503219.375000 Penalty: 2740.847412
	Iteration 26F: 3 clusters Score -503219.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -447432.562500 Penalty: 1340.810669
	Iteration 0F: 2 clusters Score -447432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -444204.468750 Penalty: 2681.621338
	Iteration 0F: 3 clusters Score -444204.5 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -445026.968750 Penalty: 2681.621338
	Iteration 1F: 3 clusters Score -445027 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -445175.531250 Penalty: 2681.621338
	Iteration 2F: 3 clusters Score -445175.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -445256.500000 Penalty: 2681.621338
	Iteration 3Q: 3 clusters Score -445256.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -445306.250000 Penalty: 2681.621338
	Iteration 4Q: 3 clusters Score -445306.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -445342.250000 Penalty: 2681.621338
	Iteration 5Q: 3 clusters Score -445342.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -445374.843750 Penalty: 2681.621338
	Iteration 6Q: 3 clusters Score -445374.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -445403.031250 Penalty: 2681.621338
	Iteration 7Q: 3 clusters Score -445403 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -445424.031250 Penalty: 2681.621338
	Iteration 8Q: 3 clusters Score -445424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -445440.437500 Penalty: 2681.621338
	Iteration 9Q: 3 clusters Score -445440.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -445455.843750 Penalty: 2681.621338
	Iteration 10Q: 3 clusters Score -445455.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -445469.406250 Penalty: 2681.621338
	Iteration 11Q: 3 clusters Score -445469.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -445484.718750 Penalty: 2681.621338
	Iteration 12Q: 3 clusters Score -445484.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -445499.656250 Penalty: 2681.621338
	Iteration 13Q: 3 clusters Score -445499.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -445521.406250 Penalty: 2681.621338
	Iteration 14Q: 3 clusters Score -445521.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -445550.937500 Penalty: 2681.621338
	Iteration 15Q: 3 clusters Score -445550.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -445576.531250 Penalty: 2681.621338
	Iteration 16Q: 3 clusters Score -445576.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -445608.093750 Penalty: 2681.621338
	Iteration 17Q: 3 clusters Score -445608.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -445641.312500 Penalty: 2681.621338
	Iteration 18Q: 3 clusters Score -445641.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -445667.187500 Penalty: 2681.621338
	Iteration 19Q: 3 clusters Score -445667.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -445699.562500 Penalty: 2681.621338
	Iteration 20F: 3 clusters Score -445699.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -445737.281250 Penalty: 2681.621338
	Iteration 21Q: 3 clusters Score -445737.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -445773.187500 Penalty: 2681.621338
	Iteration 22Q: 3 clusters Score -445773.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -445811.187500 Penalty: 2681.621338
	Iteration 23Q: 3 clusters Score -445811.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -445857.750000 Penalty: 2681.621338
	Iteration 24Q: 3 clusters Score -445857.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -445901.312500 Penalty: 2681.621338
	Iteration 25Q: 3 clusters Score -445901.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -445945.531250 Penalty: 2681.621338
	Iteration 26Q: 3 clusters Score -445945.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -445996.218750 Penalty: 2681.621338
	Iteration 27Q: 3 clusters Score -445996.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -446031.312500 Penalty: 2681.621338
	Iteration 28Q: 3 clusters Score -446031.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -446064.875000 Penalty: 2681.621338
	Iteration 29Q: 3 clusters Score -446064.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -446100.437500 Penalty: 2681.621338
	Iteration 30Q: 3 clusters Score -446100.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -446137.937500 Penalty: 2681.621338
	Iteration 31Q: 3 clusters Score -446137.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -446165.437500 Penalty: 2681.621338
	Iteration 32Q: 3 clusters Score -446165.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -446189.593750 Penalty: 2681.621338
	Iteration 33Q: 3 clusters Score -446189.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -446207.531250 Penalty: 2681.621338
	Iteration 34Q: 3 clusters Score -446207.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -446221.187500 Penalty: 2681.621338
	Iteration 35Q: 3 clusters Score -446221.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -446228.250000 Penalty: 2681.621338
	Iteration 36Q: 3 clusters Score -446228.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -446236.250000 Penalty: 2681.621338
	Iteration 37Q: 3 clusters Score -446236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -446241.750000 Penalty: 2681.621338
	Iteration 38Q: 3 clusters Score -446241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -446245.156250 Penalty: 2681.621338
	Iteration 39Q: 3 clusters Score -446245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -446249.562500 Penalty: 2681.621338
	Iteration 40F: 3 clusters Score -446249.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -446257.343750 Penalty: 2681.621338
	Iteration 41Q: 3 clusters Score -446257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -446260.781250 Penalty: 2681.621338
	Iteration 42Q: 3 clusters Score -446260.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -446263.406250 Penalty: 2681.621338
	Iteration 43Q: 3 clusters Score -446263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -446265.531250 Penalty: 2681.621338
	Iteration 44Q: 3 clusters Score -446265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -446266.437500 Penalty: 2681.621338
	Iteration 45Q: 3 clusters Score -446266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -446267.906250 Penalty: 2681.621338
	Iteration 46Q: 3 clusters Score -446267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -446270.250000 Penalty: 2681.621338
	Iteration 47Q: 3 clusters Score -446270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -446274.750000 Penalty: 2681.621338
	Iteration 48Q: 3 clusters Score -446274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -446277.156250 Penalty: 2681.621338
	Iteration 49Q: 3 clusters Score -446277.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -446281.906250 Penalty: 2681.621338
	Iteration 50Q: 3 clusters Score -446281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -446287.375000 Penalty: 2681.621338
	Iteration 51Q: 3 clusters Score -446287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -446288.687500 Penalty: 2681.621338
	Iteration 52Q: 3 clusters Score -446288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -446289.500000 Penalty: 2681.621338
	Iteration 53Q: 3 clusters Score -446289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -446289.500000 Penalty: 2681.621338
	Iteration 54F: 3 clusters Score -446289.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -331251.968750 Penalty: 1294.457520
	Iteration 0F: 2 clusters Score -331252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -328575.937500 Penalty: 2588.915039
	Iteration 0F: 3 clusters Score -328575.9 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -329272.187500 Penalty: 2588.915039
	Iteration 1F: 3 clusters Score -329272.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -329421.406250 Penalty: 2588.915039
	Iteration 2F: 3 clusters Score -329421.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -329531.312500 Penalty: 2588.915039
	Iteration 3F: 3 clusters Score -329531.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -329621.781250 Penalty: 2588.915039
	Iteration 4Q: 3 clusters Score -329621.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -329688.187500 Penalty: 2588.915039
	Iteration 5Q: 3 clusters Score -329688.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -329743.875000 Penalty: 2588.915039
	Iteration 6Q: 3 clusters Score -329743.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -329798.718750 Penalty: 2588.915039
	Iteration 7Q: 3 clusters Score -329798.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -329843.625000 Penalty: 2588.915039
	Iteration 8Q: 3 clusters Score -329843.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -329876.000000 Penalty: 2588.915039
	Iteration 9Q: 3 clusters Score -329876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -329899.218750 Penalty: 2588.915039
	Iteration 10Q: 3 clusters Score -329899.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -329918.843750 Penalty: 2588.915039
	Iteration 11Q: 3 clusters Score -329918.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -329938.656250 Penalty: 2588.915039
	Iteration 12Q: 3 clusters Score -329938.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -329953.750000 Penalty: 2588.915039
	Iteration 13Q: 3 clusters Score -329953.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -329967.812500 Penalty: 2588.915039
	Iteration 14Q: 3 clusters Score -329967.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -329976.437500 Penalty: 2588.915039
	Iteration 15Q: 3 clusters Score -329976.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -329982.218750 Penalty: 2588.915039
	Iteration 16Q: 3 clusters Score -329982.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -329989.000000 Penalty: 2588.915039
	Iteration 17Q: 3 clusters Score -329989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -329994.031250 Penalty: 2588.915039
	Iteration 18Q: 3 clusters Score -329994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -329995.281250 Penalty: 2588.915039
	Iteration 19Q: 3 clusters Score -329995.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -329998.093750 Penalty: 2588.915039
	Iteration 20F: 3 clusters Score -329998.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -330000.656250 Penalty: 2588.915039
	Iteration 21Q: 3 clusters Score -330000.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -330004.312500 Penalty: 2588.915039
	Iteration 22Q: 3 clusters Score -330004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -330004.625000 Penalty: 2588.915039
	Iteration 23Q: 3 clusters Score -330004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -330004.468750 Penalty: 2588.915039
	Iteration 24Q: 3 clusters Score -330004.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -330004.781250 Penalty: 2588.915039
	Iteration 25Q: 3 clusters Score -330004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -330005.000000 Penalty: 2588.915039
	Iteration 26Q: 3 clusters Score -330005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -330005.000000 Penalty: 2588.915039
	Iteration 27F: 3 clusters Score -330005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -14430.957031 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -14430.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13809.331055 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -13809.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13942.487305 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -13942.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13985.444336 Penalty: 1718.686768
	Iteration 2F: 3 clusters Score -13985.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13989.087891 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -13989.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13989.087891 Penalty: 1718.686768
	Iteration 4F: 3 clusters Score -13989.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Entering Unmasked Estep 
Score: -599500.562500 Penalty: 1387.229858
	Iteration 0F: 2 clusters Score -599500.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -595450.812500 Penalty: 2774.459717
	Iteration 0F: 3 clusters Score -595450.8 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -596516.687500 Penalty: 2774.459717
	Iteration 1F: 3 clusters Score -596516.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -596710.187500 Penalty: 2774.459717
	Iteration 2F: 3 clusters Score -596710.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -596836.937500 Penalty: 2774.459717
	Iteration 3Q: 3 clusters Score -596836.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -596943.500000 Penalty: 2774.459717
	Iteration 4Q: 3 clusters Score -596943.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -597040.000000 Penalty: 2774.459717
	Iteration 5Q: 3 clusters Score -597040 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -597121.750000 Penalty: 2774.459717
	Iteration 6Q: 3 clusters Score -597121.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -597186.000000 Penalty: 2774.459717
	Iteration 7Q: 3 clusters Score -597186 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -597247.437500 Penalty: 2774.459717
	Iteration 8Q: 3 clusters Score -597247.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -597294.562500 Penalty: 2774.459717
	Iteration 9Q: 3 clusters Score -597294.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -597338.062500 Penalty: 2774.459717
	Iteration 10Q: 3 clusters Score -597338.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -597388.437500 Penalty: 2774.459717
	Iteration 11Q: 3 clusters Score -597388.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -597438.187500 Penalty: 2774.459717
	Iteration 12Q: 3 clusters Score -597438.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -597483.500000 Penalty: 2774.459717
	Iteration 13Q: 3 clusters Score -597483.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -597534.250000 Penalty: 2774.459717
	Iteration 14Q: 3 clusters Score -597534.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -597590.625000 Penalty: 2774.459717
	Iteration 15Q: 3 clusters Score -597590.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -597644.062500 Penalty: 2774.459717
	Iteration 16Q: 3 clusters Score -597644.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -597690.937500 Penalty: 2774.459717
	Iteration 17Q: 3 clusters Score -597690.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -597734.562500 Penalty: 2774.459717
	Iteration 18Q: 3 clusters Score -597734.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -597780.062500 Penalty: 2774.459717
	Iteration 19Q: 3 clusters Score -597780.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -597828.312500 Penalty: 2774.459717
	Iteration 20F: 3 clusters Score -597828.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -597871.562500 Penalty: 2774.459717
	Iteration 21Q: 3 clusters Score -597871.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -597905.062500 Penalty: 2774.459717
	Iteration 22Q: 3 clusters Score -597905.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -597930.062500 Penalty: 2774.459717
	Iteration 23Q: 3 clusters Score -597930.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -597952.687500 Penalty: 2774.459717
	Iteration 24Q: 3 clusters Score -597952.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -597968.687500 Penalty: 2774.459717
	Iteration 25Q: 3 clusters Score -597968.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -597992.562500 Penalty: 2774.459717
	Iteration 26Q: 3 clusters Score -597992.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -598010.937500 Penalty: 2774.459717
	Iteration 27Q: 3 clusters Score -598010.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -598029.375000 Penalty: 2774.459717
	Iteration 28Q: 3 clusters Score -598029.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -598042.187500 Penalty: 2774.459717
	Iteration 29Q: 3 clusters Score -598042.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -598052.187500 Penalty: 2774.459717
	Iteration 30Q: 3 clusters Score -598052.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -598061.687500 Penalty: 2774.459717
	Iteration 31Q: 3 clusters Score -598061.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -598068.625000 Penalty: 2774.459717
	Iteration 32Q: 3 clusters Score -598068.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -598077.812500 Penalty: 2774.459717
	Iteration 33Q: 3 clusters Score -598077.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -598083.125000 Penalty: 2774.459717
	Iteration 34Q: 3 clusters Score -598083.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -598087.875000 Penalty: 2774.459717
	Iteration 35Q: 3 clusters Score -598087.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -598092.687500 Penalty: 2774.459717
	Iteration 36Q: 3 clusters Score -598092.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -598098.750000 Penalty: 2774.459717
	Iteration 37Q: 3 clusters Score -598098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -598102.687500 Penalty: 2774.459717
	Iteration 38Q: 3 clusters Score -598102.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -598104.187500 Penalty: 2774.459717
	Iteration 39Q: 3 clusters Score -598104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -598108.312500 Penalty: 2774.459717
	Iteration 40F: 3 clusters Score -598108.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -598116.750000 Penalty: 2774.459717
	Iteration 41Q: 3 clusters Score -598116.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -598120.750000 Penalty: 2774.459717
	Iteration 42Q: 3 clusters Score -598120.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -598124.562500 Penalty: 2774.459717
	Iteration 43Q: 3 clusters Score -598124.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -598128.687500 Penalty: 2774.459717
	Iteration 44Q: 3 clusters Score -598128.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -598133.750000 Penalty: 2774.459717
	Iteration 45Q: 3 clusters Score -598133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -598137.500000 Penalty: 2774.459717
	Iteration 46Q: 3 clusters Score -598137.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -598140.937500 Penalty: 2774.459717
	Iteration 47Q: 3 clusters Score -598140.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -598142.750000 Penalty: 2774.459717
	Iteration 48Q: 3 clusters Score -598142.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -598148.000000 Penalty: 2774.459717
	Iteration 49Q: 3 clusters Score -598148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -598152.750000 Penalty: 2774.459717
	Iteration 50Q: 3 clusters Score -598152.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -598155.625000 Penalty: 2774.459717
	Iteration 51Q: 3 clusters Score -598155.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -598161.375000 Penalty: 2774.459717
	Iteration 52Q: 3 clusters Score -598161.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -598164.562500 Penalty: 2774.459717
	Iteration 53Q: 3 clusters Score -598164.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -598168.625000 Penalty: 2774.459717
	Iteration 54Q: 3 clusters Score -598168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -598172.437500 Penalty: 2774.459717
	Iteration 55Q: 3 clusters Score -598172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -598173.875000 Penalty: 2774.459717
	Iteration 56Q: 3 clusters Score -598173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -598175.812500 Penalty: 2774.459717
	Iteration 57Q: 3 clusters Score -598175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -598176.937500 Penalty: 2774.459717
	Iteration 58Q: 3 clusters Score -598176.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -598177.625000 Penalty: 2774.459717
	Iteration 59Q: 3 clusters Score -598177.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -598181.750000 Penalty: 2774.459717
	Iteration 60F: 3 clusters Score -598181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -598185.187500 Penalty: 2774.459717
	Iteration 61Q: 3 clusters Score -598185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -598188.375000 Penalty: 2774.459717
	Iteration 62Q: 3 clusters Score -598188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -598191.500000 Penalty: 2774.459717
	Iteration 63Q: 3 clusters Score -598191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -598191.812500 Penalty: 2774.459717
	Iteration 64Q: 3 clusters Score -598191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -598192.375000 Penalty: 2774.459717
	Iteration 65Q: 3 clusters Score -598192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -598192.500000 Penalty: 2774.459717
	Iteration 66Q: 3 clusters Score -598192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -598193.625000 Penalty: 2774.459717
	Iteration 67Q: 3 clusters Score -598193.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -598193.625000 Penalty: 2774.459717
	Iteration 68F: 3 clusters Score -598193.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98028 members 
Entering Unmasked Estep 
Score: -11470989.000000 Penalty: 1867.613892
	Iteration 0F: 2 clusters Score -1.147099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -11408051.000000 Penalty: 3735.227783
	Iteration 0F: 3 clusters Score -1.140805e+07 nChanged 47004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -11435920.000000 Penalty: 3735.227783
	Iteration 1F: 3 clusters Score -1.143592e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -11437066.000000 Penalty: 3735.227783
	Iteration 2Q: 3 clusters Score -1.143707e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -11438722.000000 Penalty: 3735.227783
	Iteration 3Q: 3 clusters Score -1.143872e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -11441338.000000 Penalty: 3735.227783
	Iteration 4F: 3 clusters Score -1.144134e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -11445329.000000 Penalty: 3735.227783
	Iteration 5F: 3 clusters Score -1.144533e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -11450775.000000 Penalty: 3735.227783
	Iteration 6F: 3 clusters Score -1.145078e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -11457179.000000 Penalty: 3735.227783
	Iteration 7F: 3 clusters Score -1.145718e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -11462315.000000 Penalty: 3735.227783
	Iteration 8F: 3 clusters Score -1.146232e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -11465747.000000 Penalty: 3735.227783
	Iteration 9Q: 3 clusters Score -1.146575e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92523 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -11467441.000000 Penalty: 3735.227783
	Iteration 10Q: 3 clusters Score -1.146744e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93747 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -11468275.000000 Penalty: 3735.227783
	Iteration 11Q: 3 clusters Score -1.146828e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -11468732.000000 Penalty: 3735.227783
	Iteration 12Q: 3 clusters Score -1.146873e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -11469019.000000 Penalty: 3735.227783
	Iteration 13Q: 3 clusters Score -1.146902e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -11469247.000000 Penalty: 3735.227783
	Iteration 14Q: 3 clusters Score -1.146925e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -11469412.000000 Penalty: 3735.227783
	Iteration 15Q: 3 clusters Score -1.146941e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96224 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11469561.000000 Penalty: 3735.227783
	Iteration 16Q: 3 clusters Score -1.146956e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96424 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11469633.000000 Penalty: 3735.227783
	Iteration 17Q: 3 clusters Score -1.146963e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11469679.000000 Penalty: 3735.227783
	Iteration 18Q: 3 clusters Score -1.146968e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96718 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -11469742.000000 Penalty: 3735.227783
	Iteration 19Q: 3 clusters Score -1.146974e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96810 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -11469785.000000 Penalty: 3735.227783
	Iteration 20F: 3 clusters Score -1.146978e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11469800.000000 Penalty: 3735.227783
	Iteration 21Q: 3 clusters Score -1.14698e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96921 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11469829.000000 Penalty: 3735.227783
	Iteration 22Q: 3 clusters Score -1.146983e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96978 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11469834.000000 Penalty: 3735.227783
	Iteration 23Q: 3 clusters Score -1.146983e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11469863.000000 Penalty: 3735.227783
	Iteration 24Q: 3 clusters Score -1.146986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11469864.000000 Penalty: 3735.227783
	Iteration 25Q: 3 clusters Score -1.146986e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97090 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11469872.000000 Penalty: 3735.227783
	Iteration 26Q: 3 clusters Score -1.146987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11469871.000000 Penalty: 3735.227783
	Iteration 27Q: 3 clusters Score -1.146987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11469888.000000 Penalty: 3735.227783
	Iteration 28Q: 3 clusters Score -1.146989e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11469887.000000 Penalty: 3735.227783
	Iteration 29Q: 3 clusters Score -1.146989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11469892.000000 Penalty: 3735.227783
	Iteration 30Q: 3 clusters Score -1.146989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11469897.000000 Penalty: 3735.227783
	Iteration 31Q: 3 clusters Score -1.14699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11469894.000000 Penalty: 3735.227783
	Iteration 32Q: 3 clusters Score -1.146989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11469899.000000 Penalty: 3735.227783
	Iteration 33Q: 3 clusters Score -1.14699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97165 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11469904.000000 Penalty: 3735.227783
	Iteration 34Q: 3 clusters Score -1.14699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11469912.000000 Penalty: 3735.227783
	Iteration 35Q: 3 clusters Score -1.146991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97177 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11469909.000000 Penalty: 3735.227783
	Iteration 36Q: 3 clusters Score -1.146991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11469910.000000 Penalty: 3735.227783
	Iteration 37Q: 3 clusters Score -1.146991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11469910.000000 Penalty: 3735.227783
	Iteration 38Q: 3 clusters Score -1.146991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11469923.000000 Penalty: 3735.227783
	Iteration 39Q: 3 clusters Score -1.146992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11469925.000000 Penalty: 3735.227783
	Iteration 40F: 3 clusters Score -1.146992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (128537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128537 members 
Entering Unmasked Estep 
Score: -14774896.000000 Penalty: 1911.645508
	Iteration 0F: 2 clusters Score -1.47749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 64399 members 
Entering Unmasked Estep 
Score: -14693358.000000 Penalty: 3823.291016
	Iteration 0F: 3 clusters Score -1.469336e+07 nChanged 62001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -14729896.000000 Penalty: 3823.291016
	Iteration 1F: 3 clusters Score -1.47299e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -14731037.000000 Penalty: 3823.291016
	Iteration 2Q: 3 clusters Score -1.473104e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 72610 members 
Entering Unmasked Estep 
Score: -14732659.000000 Penalty: 3823.291016
	Iteration 3Q: 3 clusters Score -1.473266e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -14735118.000000 Penalty: 3823.291016
	Iteration 4Q: 3 clusters Score -1.473512e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -14739005.000000 Penalty: 3823.291016
	Iteration 5F: 3 clusters Score -1.4739e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 88574 members 
Entering Unmasked Estep 
Score: -14744810.000000 Penalty: 3823.291016
	Iteration 6F: 3 clusters Score -1.474481e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -14751669.000000 Penalty: 3823.291016
	Iteration 7F: 3 clusters Score -1.475167e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -14758090.000000 Penalty: 3823.291016
	Iteration 8F: 3 clusters Score -1.475809e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 104962 members 
Entering Unmasked Estep 
Score: -14762054.000000 Penalty: 3823.291016
	Iteration 9Q: 3 clusters Score -1.476205e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 107657 members 
Entering Unmasked Estep 
Score: -14764079.000000 Penalty: 3823.291016
	Iteration 10Q: 3 clusters Score -1.476408e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 109979 members 
Entering Unmasked Estep 
Score: -14765206.000000 Penalty: 3823.291016
	Iteration 11Q: 3 clusters Score -1.476521e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 112172 members 
Entering Unmasked Estep 
Score: -14766129.000000 Penalty: 3823.291016
	Iteration 12Q: 3 clusters Score -1.476613e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 114174 members 
Entering Unmasked Estep 
Score: -14766894.000000 Penalty: 3823.291016
	Iteration 13Q: 3 clusters Score -1.476689e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 116034 members 
Entering Unmasked Estep 
Score: -14767508.000000 Penalty: 3823.291016
	Iteration 14Q: 3 clusters Score -1.476751e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 117701 members 
Entering Unmasked Estep 
Score: -14768114.000000 Penalty: 3823.291016
	Iteration 15Q: 3 clusters Score -1.476811e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 119260 members 
Entering Unmasked Estep 
Score: -14768728.000000 Penalty: 3823.291016
	Iteration 16Q: 3 clusters Score -1.476873e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 120604 members 
Entering Unmasked Estep 
Score: -14769290.000000 Penalty: 3823.291016
	Iteration 17Q: 3 clusters Score -1.476929e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 121791 members 
Entering Unmasked Estep 
Score: -14769769.000000 Penalty: 3823.291016
	Iteration 18Q: 3 clusters Score -1.476977e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 122855 members 
Entering Unmasked Estep 
Score: -14770159.000000 Penalty: 3823.291016
	Iteration 19Q: 3 clusters Score -1.477016e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 123785 members 
Entering Unmasked Estep 
Score: -14770643.000000 Penalty: 3823.291016
	Iteration 20F: 3 clusters Score -1.477064e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 124596 members 
Entering Unmasked Estep 
Score: -14771039.000000 Penalty: 3823.291016
	Iteration 21Q: 3 clusters Score -1.477104e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 125302 members 
Entering Unmasked Estep 
Score: -14771356.000000 Penalty: 3823.291016
	Iteration 22Q: 3 clusters Score -1.477136e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 125888 members 
Entering Unmasked Estep 
Score: -14771674.000000 Penalty: 3823.291016
	Iteration 23Q: 3 clusters Score -1.477167e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 126376 members 
Entering Unmasked Estep 
Score: -14771967.000000 Penalty: 3823.291016
	Iteration 24Q: 3 clusters Score -1.477197e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 126741 members 
Entering Unmasked Estep 
Score: -14772130.000000 Penalty: 3823.291016
	Iteration 25Q: 3 clusters Score -1.477213e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 127030 members 
Entering Unmasked Estep 
Score: -14772298.000000 Penalty: 3823.291016
	Iteration 26Q: 3 clusters Score -1.47723e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 127269 members 
Entering Unmasked Estep 
Score: -14772507.000000 Penalty: 3823.291016
	Iteration 27Q: 3 clusters Score -1.477251e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 127461 members 
Entering Unmasked Estep 
Score: -14772641.000000 Penalty: 3823.291016
	Iteration 28Q: 3 clusters Score -1.477264e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 127583 members 
Entering Unmasked Estep 
Score: -14772704.000000 Penalty: 3823.291016
	Iteration 29Q: 3 clusters Score -1.47727e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 127695 members 
Entering Unmasked Estep 
Score: -14772764.000000 Penalty: 3823.291016
	Iteration 30Q: 3 clusters Score -1.477276e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 127788 members 
Entering Unmasked Estep 
Score: -14772801.000000 Penalty: 3823.291016
	Iteration 31Q: 3 clusters Score -1.47728e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -14772843.000000 Penalty: 3823.291016
	Iteration 32Q: 3 clusters Score -1.477284e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 127904 members 
Entering Unmasked Estep 
Score: -14772887.000000 Penalty: 3823.291016
	Iteration 33Q: 3 clusters Score -1.477289e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 127947 members 
Entering Unmasked Estep 
Score: -14772930.000000 Penalty: 3823.291016
	Iteration 34Q: 3 clusters Score -1.477293e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 127989 members 
Entering Unmasked Estep 
Score: -14772995.000000 Penalty: 3823.291016
	Iteration 35Q: 3 clusters Score -1.4773e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 128020 members 
Entering Unmasked Estep 
Score: -14773011.000000 Penalty: 3823.291016
	Iteration 36Q: 3 clusters Score -1.477301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 128045 members 
Entering Unmasked Estep 
Score: -14773040.000000 Penalty: 3823.291016
	Iteration 37Q: 3 clusters Score -1.477304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 128062 members 
Entering Unmasked Estep 
Score: -14773043.000000 Penalty: 3823.291016
	Iteration 38Q: 3 clusters Score -1.477304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 128070 members 
Entering Unmasked Estep 
Score: -14773058.000000 Penalty: 3823.291016
	Iteration 39Q: 3 clusters Score -1.477306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 128078 members 
Entering Unmasked Estep 
Score: -14773072.000000 Penalty: 3823.291016
	Iteration 40F: 3 clusters Score -1.477307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 128088 members 
Entering Unmasked Estep 
Score: -14773079.000000 Penalty: 3823.291016
	Iteration 41Q: 3 clusters Score -1.477308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 128091 members 
Entering Unmasked Estep 
Score: -14773074.000000 Penalty: 3823.291016
	Iteration 42Q: 3 clusters Score -1.477307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 128095 members 
Entering Unmasked Estep 
Score: -14773085.000000 Penalty: 3823.291016
	Iteration 43Q: 3 clusters Score -1.477308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 128101 members 
Entering Unmasked Estep 
Score: -14773087.000000 Penalty: 3823.291016
	Iteration 44Q: 3 clusters Score -1.477309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 128109 members 
Entering Unmasked Estep 
Score: -14773101.000000 Penalty: 3823.291016
	Iteration 45Q: 3 clusters Score -1.47731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 128115 members 
Entering Unmasked Estep 
Score: -14773098.000000 Penalty: 3823.291016
	Iteration 46Q: 3 clusters Score -1.47731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 128121 members 
Entering Unmasked Estep 
Score: -14773105.000000 Penalty: 3823.291016
	Iteration 47Q: 3 clusters Score -1.47731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 128124 members 
Entering Unmasked Estep 
Score: -14773104.000000 Penalty: 3823.291016
	Iteration 48Q: 3 clusters Score -1.47731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 128125 members 
Entering Unmasked Estep 
Score: -14773102.000000 Penalty: 3823.291016
	Iteration 49Q: 3 clusters Score -1.47731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 128130 members 
Entering Unmasked Estep 
Score: -14773108.000000 Penalty: 3823.291016
	Iteration 50Q: 3 clusters Score -1.477311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 128131 members 
Entering Unmasked Estep 
Score: -14773108.000000 Penalty: 3823.291016
	Iteration 51Q: 3 clusters Score -1.477311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 128133 members 
Entering Unmasked Estep 
Score: -14773114.000000 Penalty: 3823.291016
	Iteration 52Q: 3 clusters Score -1.477311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 128134 members 
Entering Unmasked Estep 
Score: -14773120.000000 Penalty: 3823.291016
	Iteration 53Q: 3 clusters Score -1.477312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 128135 members 
Entering Unmasked Estep 
Score: -14773126.000000 Penalty: 3823.291016
	Iteration 54Q: 3 clusters Score -1.477313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 128136 members 
Entering Unmasked Estep 
Score: -14773120.000000 Penalty: 3823.291016
	Iteration 55Q: 3 clusters Score -1.477312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 128138 members 
Entering Unmasked Estep 
Score: -14773131.000000 Penalty: 3823.291016
	Iteration 56Q: 3 clusters Score -1.477313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 128137 members 
Entering Unmasked Estep 
Score: -14773132.000000 Penalty: 3823.291016
	Iteration 57Q: 3 clusters Score -1.477313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 128136 members 
Entering Unmasked Estep 
Score: -14773128.000000 Penalty: 3823.291016
	Iteration 58Q: 3 clusters Score -1.477313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 128136 members 
Entering Unmasked Estep 
Score: -14773128.000000 Penalty: 3823.291016
	Iteration 59F: 3 clusters Score -1.477313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -326761.468750 Penalty: 1291.210327
	Iteration 0F: 2 clusters Score -326761.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -324101.718750 Penalty: 2582.420654
	Iteration 0F: 3 clusters Score -324101.7 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -324752.750000 Penalty: 2582.420654
	Iteration 1F: 3 clusters Score -324752.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -324887.187500 Penalty: 2582.420654
	Iteration 2F: 3 clusters Score -324887.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -324977.093750 Penalty: 2582.420654
	Iteration 3F: 3 clusters Score -324977.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -325030.562500 Penalty: 2582.420654
	Iteration 4Q: 3 clusters Score -325030.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -325074.531250 Penalty: 2582.420654
	Iteration 5Q: 3 clusters Score -325074.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -325119.062500 Penalty: 2582.420654
	Iteration 6Q: 3 clusters Score -325119.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -325157.625000 Penalty: 2582.420654
	Iteration 7Q: 3 clusters Score -325157.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -325189.750000 Penalty: 2582.420654
	Iteration 8Q: 3 clusters Score -325189.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -325214.187500 Penalty: 2582.420654
	Iteration 9Q: 3 clusters Score -325214.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -325235.250000 Penalty: 2582.420654
	Iteration 10Q: 3 clusters Score -325235.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -325254.593750 Penalty: 2582.420654
	Iteration 11Q: 3 clusters Score -325254.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -325270.406250 Penalty: 2582.420654
	Iteration 12Q: 3 clusters Score -325270.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -325287.875000 Penalty: 2582.420654
	Iteration 13Q: 3 clusters Score -325287.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -325308.343750 Penalty: 2582.420654
	Iteration 14Q: 3 clusters Score -325308.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -325324.812500 Penalty: 2582.420654
	Iteration 15Q: 3 clusters Score -325324.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -325334.906250 Penalty: 2582.420654
	Iteration 16Q: 3 clusters Score -325334.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -325346.125000 Penalty: 2582.420654
	Iteration 17Q: 3 clusters Score -325346.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -325353.968750 Penalty: 2582.420654
	Iteration 18Q: 3 clusters Score -325354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -325365.500000 Penalty: 2582.420654
	Iteration 19Q: 3 clusters Score -325365.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -325379.843750 Penalty: 2582.420654
	Iteration 20F: 3 clusters Score -325379.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -325395.000000 Penalty: 2582.420654
	Iteration 21Q: 3 clusters Score -325395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -325405.375000 Penalty: 2582.420654
	Iteration 22Q: 3 clusters Score -325405.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -325416.031250 Penalty: 2582.420654
	Iteration 23Q: 3 clusters Score -325416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -325426.750000 Penalty: 2582.420654
	Iteration 24Q: 3 clusters Score -325426.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -325434.593750 Penalty: 2582.420654
	Iteration 25Q: 3 clusters Score -325434.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -325439.843750 Penalty: 2582.420654
	Iteration 26Q: 3 clusters Score -325439.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -325443.593750 Penalty: 2582.420654
	Iteration 27Q: 3 clusters Score -325443.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -325446.281250 Penalty: 2582.420654
	Iteration 28Q: 3 clusters Score -325446.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -325447.937500 Penalty: 2582.420654
	Iteration 29Q: 3 clusters Score -325447.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -325454.093750 Penalty: 2582.420654
	Iteration 30Q: 3 clusters Score -325454.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -325461.281250 Penalty: 2582.420654
	Iteration 31Q: 3 clusters Score -325461.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -325465.812500 Penalty: 2582.420654
	Iteration 32Q: 3 clusters Score -325465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -325470.375000 Penalty: 2582.420654
	Iteration 33Q: 3 clusters Score -325470.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -325475.187500 Penalty: 2582.420654
	Iteration 34Q: 3 clusters Score -325475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -325480.031250 Penalty: 2582.420654
	Iteration 35Q: 3 clusters Score -325480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -325485.218750 Penalty: 2582.420654
	Iteration 36Q: 3 clusters Score -325485.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -325490.375000 Penalty: 2582.420654
	Iteration 37Q: 3 clusters Score -325490.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -325494.593750 Penalty: 2582.420654
	Iteration 38Q: 3 clusters Score -325494.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -325500.625000 Penalty: 2582.420654
	Iteration 39Q: 3 clusters Score -325500.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -325507.156250 Penalty: 2582.420654
	Iteration 40F: 3 clusters Score -325507.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -325512.437500 Penalty: 2582.420654
	Iteration 41Q: 3 clusters Score -325512.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -325521.125000 Penalty: 2582.420654
	Iteration 42Q: 3 clusters Score -325521.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -325528.750000 Penalty: 2582.420654
	Iteration 43Q: 3 clusters Score -325528.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -325533.218750 Penalty: 2582.420654
	Iteration 44Q: 3 clusters Score -325533.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -325536.375000 Penalty: 2582.420654
	Iteration 45Q: 3 clusters Score -325536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -325539.718750 Penalty: 2582.420654
	Iteration 46Q: 3 clusters Score -325539.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -325542.468750 Penalty: 2582.420654
	Iteration 47Q: 3 clusters Score -325542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -325545.531250 Penalty: 2582.420654
	Iteration 48Q: 3 clusters Score -325545.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -325550.187500 Penalty: 2582.420654
	Iteration 49Q: 3 clusters Score -325550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -325556.687500 Penalty: 2582.420654
	Iteration 50Q: 3 clusters Score -325556.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -325561.625000 Penalty: 2582.420654
	Iteration 51Q: 3 clusters Score -325561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -325565.375000 Penalty: 2582.420654
	Iteration 52Q: 3 clusters Score -325565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -325567.593750 Penalty: 2582.420654
	Iteration 53Q: 3 clusters Score -325567.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -325569.687500 Penalty: 2582.420654
	Iteration 54Q: 3 clusters Score -325569.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -325571.718750 Penalty: 2582.420654
	Iteration 55Q: 3 clusters Score -325571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -325574.687500 Penalty: 2582.420654
	Iteration 56Q: 3 clusters Score -325574.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -325576.468750 Penalty: 2582.420654
	Iteration 57Q: 3 clusters Score -325576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -325578.750000 Penalty: 2582.420654
	Iteration 58Q: 3 clusters Score -325578.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -325580.531250 Penalty: 2582.420654
	Iteration 59Q: 3 clusters Score -325580.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -325582.531250 Penalty: 2582.420654
	Iteration 60F: 3 clusters Score -325582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -325583.343750 Penalty: 2582.420654
	Iteration 61Q: 3 clusters Score -325583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -325583.968750 Penalty: 2582.420654
	Iteration 62Q: 3 clusters Score -325584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -325583.812500 Penalty: 2582.420654
	Iteration 63Q: 3 clusters Score -325583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -325583.812500 Penalty: 2582.420654
	Iteration 64F: 3 clusters Score -325583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93887 members 
Entering Unmasked Estep 
Score: -10963003.000000 Penalty: 1860.600220
	Iteration 0F: 2 clusters Score -1.0963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -10901452.000000 Penalty: 3721.200439
	Iteration 0F: 3 clusters Score -1.090145e+07 nChanged 44984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -10927716.000000 Penalty: 3721.200439
	Iteration 1F: 3 clusters Score -1.092772e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -10928488.000000 Penalty: 3721.200439
	Iteration 2Q: 3 clusters Score -1.092849e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -10929610.000000 Penalty: 3721.200439
	Iteration 3Q: 3 clusters Score -1.092961e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -10931497.000000 Penalty: 3721.200439
	Iteration 4Q: 3 clusters Score -1.09315e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -10934631.000000 Penalty: 3721.200439
	Iteration 5F: 3 clusters Score -1.093463e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -10939645.000000 Penalty: 3721.200439
	Iteration 6F: 3 clusters Score -1.093964e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -10946142.000000 Penalty: 3721.200439
	Iteration 7F: 3 clusters Score -1.094614e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -10952376.000000 Penalty: 3721.200439
	Iteration 8F: 3 clusters Score -1.095238e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -10956517.000000 Penalty: 3721.200439
	Iteration 9Q: 3 clusters Score -1.095652e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -10958446.000000 Penalty: 3721.200439
	Iteration 10Q: 3 clusters Score -1.095845e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -10959349.000000 Penalty: 3721.200439
	Iteration 11Q: 3 clusters Score -1.095935e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -10959933.000000 Penalty: 3721.200439
	Iteration 12Q: 3 clusters Score -1.095993e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -10960394.000000 Penalty: 3721.200439
	Iteration 13Q: 3 clusters Score -1.096039e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -10960845.000000 Penalty: 3721.200439
	Iteration 14Q: 3 clusters Score -1.096084e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -10961164.000000 Penalty: 3721.200439
	Iteration 15Q: 3 clusters Score -1.096116e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -10961356.000000 Penalty: 3721.200439
	Iteration 16Q: 3 clusters Score -1.096136e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -10961467.000000 Penalty: 3721.200439
	Iteration 17Q: 3 clusters Score -1.096147e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88047 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -10961557.000000 Penalty: 3721.200439
	Iteration 18Q: 3 clusters Score -1.096156e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -10961650.000000 Penalty: 3721.200439
	Iteration 19Q: 3 clusters Score -1.096165e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -10961677.000000 Penalty: 3721.200439
	Iteration 20F: 3 clusters Score -1.096168e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -10961709.000000 Penalty: 3721.200439
	Iteration 21Q: 3 clusters Score -1.096171e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -10961749.000000 Penalty: 3721.200439
	Iteration 22Q: 3 clusters Score -1.096175e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -10961745.000000 Penalty: 3721.200439
	Iteration 23Q: 3 clusters Score -1.096174e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -10961805.000000 Penalty: 3721.200439
	Iteration 24Q: 3 clusters Score -1.09618e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -10961813.000000 Penalty: 3721.200439
	Iteration 25Q: 3 clusters Score -1.096181e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89783 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -10961776.000000 Penalty: 3721.200439
	Iteration 26Q: 3 clusters Score -1.096178e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -10961792.000000 Penalty: 3721.200439
	Iteration 27Q: 3 clusters Score -1.096179e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -10961824.000000 Penalty: 3721.200439
	Iteration 28Q: 3 clusters Score -1.096182e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -10961830.000000 Penalty: 3721.200439
	Iteration 29Q: 3 clusters Score -1.096183e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -10961806.000000 Penalty: 3721.200439
	Iteration 30Q: 3 clusters Score -1.096181e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -10961793.000000 Penalty: 3721.200439
	Iteration 31Q: 3 clusters Score -1.096179e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90360 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -10961802.000000 Penalty: 3721.200439
	Iteration 32Q: 3 clusters Score -1.09618e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90438 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -10961782.000000 Penalty: 3721.200439
	Iteration 33Q: 3 clusters Score -1.096178e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -10961774.000000 Penalty: 3721.200439
	Iteration 34Q: 3 clusters Score -1.096177e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90580 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -10961748.000000 Penalty: 3721.200439
	Iteration 35Q: 3 clusters Score -1.096175e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -10961743.000000 Penalty: 3721.200439
	Iteration 36Q: 3 clusters Score -1.096174e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -10961744.000000 Penalty: 3721.200439
	Iteration 37Q: 3 clusters Score -1.096174e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -10961744.000000 Penalty: 3721.200439
	Iteration 38Q: 3 clusters Score -1.096174e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90855 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -10961707.000000 Penalty: 3721.200439
	Iteration 39Q: 3 clusters Score -1.096171e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -10961700.000000 Penalty: 3721.200439
	Iteration 40F: 3 clusters Score -1.09617e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -10961706.000000 Penalty: 3721.200439
	Iteration 41Q: 3 clusters Score -1.096171e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -10961702.000000 Penalty: 3721.200439
	Iteration 42Q: 3 clusters Score -1.09617e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91091 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -10961718.000000 Penalty: 3721.200439
	Iteration 43Q: 3 clusters Score -1.096172e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91157 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -10961725.000000 Penalty: 3721.200439
	Iteration 44Q: 3 clusters Score -1.096172e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10961716.000000 Penalty: 3721.200439
	Iteration 45Q: 3 clusters Score -1.096172e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91278 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -10961726.000000 Penalty: 3721.200439
	Iteration 46Q: 3 clusters Score -1.096173e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -10961716.000000 Penalty: 3721.200439
	Iteration 47Q: 3 clusters Score -1.096172e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -10961724.000000 Penalty: 3721.200439
	Iteration 48Q: 3 clusters Score -1.096172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -10961736.000000 Penalty: 3721.200439
	Iteration 49Q: 3 clusters Score -1.096174e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -10961732.000000 Penalty: 3721.200439
	Iteration 50Q: 3 clusters Score -1.096173e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10961744.000000 Penalty: 3721.200439
	Iteration 51Q: 3 clusters Score -1.096174e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91531 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -10961757.000000 Penalty: 3721.200439
	Iteration 52Q: 3 clusters Score -1.096176e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91567 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -10961727.000000 Penalty: 3721.200439
	Iteration 53Q: 3 clusters Score -1.096173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -10961744.000000 Penalty: 3721.200439
	Iteration 54Q: 3 clusters Score -1.096174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10961753.000000 Penalty: 3721.200439
	Iteration 55Q: 3 clusters Score -1.096175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10961756.000000 Penalty: 3721.200439
	Iteration 56Q: 3 clusters Score -1.096176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -10961753.000000 Penalty: 3721.200439
	Iteration 57Q: 3 clusters Score -1.096175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -10961754.000000 Penalty: 3721.200439
	Iteration 58Q: 3 clusters Score -1.096175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -10961750.000000 Penalty: 3721.200439
	Iteration 59Q: 3 clusters Score -1.096175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -10961745.000000 Penalty: 3721.200439
	Iteration 60F: 3 clusters Score -1.096174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -10961736.000000 Penalty: 3721.200439
	Iteration 61Q: 3 clusters Score -1.096174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -10961746.000000 Penalty: 3721.200439
	Iteration 62Q: 3 clusters Score -1.096175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -10961756.000000 Penalty: 3721.200439
	Iteration 63Q: 3 clusters Score -1.096176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -10961761.000000 Penalty: 3721.200439
	Iteration 64Q: 3 clusters Score -1.096176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91742 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -10961758.000000 Penalty: 3721.200439
	Iteration 65Q: 3 clusters Score -1.096176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -10961752.000000 Penalty: 3721.200439
	Iteration 66Q: 3 clusters Score -1.096175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91749 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -10961756.000000 Penalty: 3721.200439
	Iteration 67Q: 3 clusters Score -1.096176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91753 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -10961754.000000 Penalty: 3721.200439
	Iteration 68Q: 3 clusters Score -1.096175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91758 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -10961755.000000 Penalty: 3721.200439
	Iteration 69Q: 3 clusters Score -1.096176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -10961744.000000 Penalty: 3721.200439
	Iteration 70Q: 3 clusters Score -1.096174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91772 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -10961748.000000 Penalty: 3721.200439
	Iteration 71Q: 3 clusters Score -1.096175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10961752.000000 Penalty: 3721.200439
	Iteration 72Q: 3 clusters Score -1.096175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91791 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10961753.000000 Penalty: 3721.200439
	Iteration 73Q: 3 clusters Score -1.096175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -10961749.000000 Penalty: 3721.200439
	Iteration 74Q: 3 clusters Score -1.096175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -10961759.000000 Penalty: 3721.200439
	Iteration 75Q: 3 clusters Score -1.096176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -10961758.000000 Penalty: 3721.200439
	Iteration 76Q: 3 clusters Score -1.096176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -10961753.000000 Penalty: 3721.200439
	Iteration 77Q: 3 clusters Score -1.096175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91832 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10961755.000000 Penalty: 3721.200439
	Iteration 78Q: 3 clusters Score -1.096176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -10961765.000000 Penalty: 3721.200439
	Iteration 79Q: 3 clusters Score -1.096176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10961762.000000 Penalty: 3721.200439
	Iteration 80F: 3 clusters Score -1.096176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -334039.968750 Penalty: 1295.133057
	Iteration 0F: 2 clusters Score -334040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -331395.375000 Penalty: 2590.266113
	Iteration 0F: 3 clusters Score -331395.4 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -332084.625000 Penalty: 2590.266113
	Iteration 1F: 3 clusters Score -332084.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -332271.437500 Penalty: 2590.266113
	Iteration 2F: 3 clusters Score -332271.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -332394.125000 Penalty: 2590.266113
	Iteration 3F: 3 clusters Score -332394.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -332494.437500 Penalty: 2590.266113
	Iteration 4Q: 3 clusters Score -332494.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -332578.218750 Penalty: 2590.266113
	Iteration 5Q: 3 clusters Score -332578.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -332657.343750 Penalty: 2590.266113
	Iteration 6Q: 3 clusters Score -332657.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -332741.125000 Penalty: 2590.266113
	Iteration 7Q: 3 clusters Score -332741.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -332806.218750 Penalty: 2590.266113
	Iteration 8Q: 3 clusters Score -332806.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -332867.781250 Penalty: 2590.266113
	Iteration 9Q: 3 clusters Score -332867.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -332916.281250 Penalty: 2590.266113
	Iteration 10Q: 3 clusters Score -332916.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -332953.406250 Penalty: 2590.266113
	Iteration 11Q: 3 clusters Score -332953.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -332984.406250 Penalty: 2590.266113
	Iteration 12Q: 3 clusters Score -332984.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -333009.937500 Penalty: 2590.266113
	Iteration 13Q: 3 clusters Score -333009.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -333021.718750 Penalty: 2590.266113
	Iteration 14Q: 3 clusters Score -333021.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -333032.937500 Penalty: 2590.266113
	Iteration 15Q: 3 clusters Score -333032.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -333047.125000 Penalty: 2590.266113
	Iteration 16Q: 3 clusters Score -333047.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -333060.625000 Penalty: 2590.266113
	Iteration 17Q: 3 clusters Score -333060.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -333076.781250 Penalty: 2590.266113
	Iteration 18Q: 3 clusters Score -333076.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -333091.031250 Penalty: 2590.266113
	Iteration 19Q: 3 clusters Score -333091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -333098.281250 Penalty: 2590.266113
	Iteration 20F: 3 clusters Score -333098.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -333102.843750 Penalty: 2590.266113
	Iteration 21Q: 3 clusters Score -333102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -333108.000000 Penalty: 2590.266113
	Iteration 22Q: 3 clusters Score -333108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -333111.500000 Penalty: 2590.266113
	Iteration 23Q: 3 clusters Score -333111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -333115.562500 Penalty: 2590.266113
	Iteration 24Q: 3 clusters Score -333115.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -333122.562500 Penalty: 2590.266113
	Iteration 25Q: 3 clusters Score -333122.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -333127.312500 Penalty: 2590.266113
	Iteration 26Q: 3 clusters Score -333127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -333128.968750 Penalty: 2590.266113
	Iteration 27Q: 3 clusters Score -333129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -333129.625000 Penalty: 2590.266113
	Iteration 28Q: 3 clusters Score -333129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -333131.125000 Penalty: 2590.266113
	Iteration 29Q: 3 clusters Score -333131.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -333131.125000 Penalty: 2590.266113
	Iteration 30F: 3 clusters Score -333131.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Entering Unmasked Estep 
Score: -1012966.375000 Penalty: 1475.667236
	Iteration 0F: 2 clusters Score -1012966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1006550.500000 Penalty: 2951.334473
	Iteration 0F: 3 clusters Score -1006550 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1008494.937500 Penalty: 2951.334473
	Iteration 1F: 3 clusters Score -1008495 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1008695.812500 Penalty: 2951.334473
	Iteration 2F: 3 clusters Score -1008696 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1008849.875000 Penalty: 2951.334473
	Iteration 3Q: 3 clusters Score -1008850 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1008983.000000 Penalty: 2951.334473
	Iteration 4Q: 3 clusters Score -1008983 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1009081.812500 Penalty: 2951.334473
	Iteration 5Q: 3 clusters Score -1009082 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1009180.187500 Penalty: 2951.334473
	Iteration 6Q: 3 clusters Score -1009180 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1009283.375000 Penalty: 2951.334473
	Iteration 7Q: 3 clusters Score -1009283 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1009412.687500 Penalty: 2951.334473
	Iteration 8Q: 3 clusters Score -1009413 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1009555.562500 Penalty: 2951.334473
	Iteration 9Q: 3 clusters Score -1009556 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1009743.250000 Penalty: 2951.334473
	Iteration 10Q: 3 clusters Score -1009743 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1009966.875000 Penalty: 2951.334473
	Iteration 11Q: 3 clusters Score -1009967 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1010211.937500 Penalty: 2951.334473
	Iteration 12Q: 3 clusters Score -1010212 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1010450.187500 Penalty: 2951.334473
	Iteration 13Q: 3 clusters Score -1010450 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1010690.000000 Penalty: 2951.334473
	Iteration 14Q: 3 clusters Score -1010690 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1010910.750000 Penalty: 2951.334473
	Iteration 15Q: 3 clusters Score -1010911 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1011093.875000 Penalty: 2951.334473
	Iteration 16Q: 3 clusters Score -1011094 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1011230.312500 Penalty: 2951.334473
	Iteration 17Q: 3 clusters Score -1011230 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1011319.437500 Penalty: 2951.334473
	Iteration 18Q: 3 clusters Score -1011319 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1011395.500000 Penalty: 2951.334473
	Iteration 19Q: 3 clusters Score -1011396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1011450.562500 Penalty: 2951.334473
	Iteration 20F: 3 clusters Score -1011451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1011494.875000 Penalty: 2951.334473
	Iteration 21Q: 3 clusters Score -1011495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1011525.000000 Penalty: 2951.334473
	Iteration 22Q: 3 clusters Score -1011525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1011545.937500 Penalty: 2951.334473
	Iteration 23Q: 3 clusters Score -1011546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1011565.562500 Penalty: 2951.334473
	Iteration 24Q: 3 clusters Score -1011566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1011579.875000 Penalty: 2951.334473
	Iteration 25Q: 3 clusters Score -1011580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1011599.062500 Penalty: 2951.334473
	Iteration 26Q: 3 clusters Score -1011599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1011612.187500 Penalty: 2951.334473
	Iteration 27Q: 3 clusters Score -1011612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1011624.000000 Penalty: 2951.334473
	Iteration 28Q: 3 clusters Score -1011624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1011633.250000 Penalty: 2951.334473
	Iteration 29Q: 3 clusters Score -1011633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1011642.750000 Penalty: 2951.334473
	Iteration 30Q: 3 clusters Score -1011643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1011654.125000 Penalty: 2951.334473
	Iteration 31Q: 3 clusters Score -1011654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1011660.625000 Penalty: 2951.334473
	Iteration 32Q: 3 clusters Score -1011661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1011672.562500 Penalty: 2951.334473
	Iteration 33Q: 3 clusters Score -1011673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1011681.187500 Penalty: 2951.334473
	Iteration 34Q: 3 clusters Score -1011681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1011686.062500 Penalty: 2951.334473
	Iteration 35Q: 3 clusters Score -1011686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1011694.937500 Penalty: 2951.334473
	Iteration 36Q: 3 clusters Score -1011695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1011700.437500 Penalty: 2951.334473
	Iteration 37Q: 3 clusters Score -1011700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1011706.000000 Penalty: 2951.334473
	Iteration 38Q: 3 clusters Score -1011706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1011711.937500 Penalty: 2951.334473
	Iteration 39Q: 3 clusters Score -1011712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1011712.750000 Penalty: 2951.334473
	Iteration 40F: 3 clusters Score -1011713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1011714.812500 Penalty: 2951.334473
	Iteration 41Q: 3 clusters Score -1011715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1011714.812500 Penalty: 2951.334473
	Iteration 42F: 3 clusters Score -1011715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -119000.367188 Penalty: 1129.195801
	Iteration 0F: 2 clusters Score -119000.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -117536.632812 Penalty: 2258.391602
	Iteration 0F: 3 clusters Score -117536.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117810.750000 Penalty: 2258.391602
	Iteration 1F: 3 clusters Score -117810.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -117860.390625 Penalty: 2258.391602
	Iteration 2F: 3 clusters Score -117860.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117880.507812 Penalty: 2258.391602
	Iteration 3Q: 3 clusters Score -117880.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117893.382812 Penalty: 2258.391602
	Iteration 4Q: 3 clusters Score -117893.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117902.054688 Penalty: 2258.391602
	Iteration 5Q: 3 clusters Score -117902.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117910.890625 Penalty: 2258.391602
	Iteration 6Q: 3 clusters Score -117910.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -117918.468750 Penalty: 2258.391602
	Iteration 7Q: 3 clusters Score -117918.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117925.656250 Penalty: 2258.391602
	Iteration 8Q: 3 clusters Score -117925.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117938.062500 Penalty: 2258.391602
	Iteration 9Q: 3 clusters Score -117938.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117945.046875 Penalty: 2258.391602
	Iteration 10Q: 3 clusters Score -117945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117947.078125 Penalty: 2258.391602
	Iteration 11Q: 3 clusters Score -117947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117951.648438 Penalty: 2258.391602
	Iteration 12Q: 3 clusters Score -117951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117955.679688 Penalty: 2258.391602
	Iteration 13Q: 3 clusters Score -117955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117956.828125 Penalty: 2258.391602
	Iteration 14Q: 3 clusters Score -117956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117958.093750 Penalty: 2258.391602
	Iteration 15Q: 3 clusters Score -117958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117958.742188 Penalty: 2258.391602
	Iteration 16Q: 3 clusters Score -117958.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117958.742188 Penalty: 2258.391602
	Iteration 17F: 3 clusters Score -117958.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (105449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105449 members 
Entering Unmasked Estep 
Score: -12333583.000000 Penalty: 1879.472168
	Iteration 0F: 2 clusters Score -1.233358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -12265887.000000 Penalty: 3758.944336
	Iteration 0F: 3 clusters Score -1.226589e+07 nChanged 50751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -12294893.000000 Penalty: 3758.944336
	Iteration 1F: 3 clusters Score -1.229489e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -12295310.000000 Penalty: 3758.944336
	Iteration 2Q: 3 clusters Score -1.229531e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -12295898.000000 Penalty: 3758.944336
	Iteration 3Q: 3 clusters Score -1.22959e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -12296702.000000 Penalty: 3758.944336
	Iteration 4Q: 3 clusters Score -1.22967e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -12298227.000000 Penalty: 3758.944336
	Iteration 5Q: 3 clusters Score -1.229823e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -12301188.000000 Penalty: 3758.944336
	Iteration 6F: 3 clusters Score -1.230119e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76706 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -12306351.000000 Penalty: 3758.944336
	Iteration 7F: 3 clusters Score -1.230635e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -12313826.000000 Penalty: 3758.944336
	Iteration 8F: 3 clusters Score -1.231383e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -12321479.000000 Penalty: 3758.944336
	Iteration 9F: 3 clusters Score -1.232148e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -12327237.000000 Penalty: 3758.944336
	Iteration 10F: 3 clusters Score -1.232724e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103731 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -12330341.000000 Penalty: 3758.944336
	Iteration 11Q: 3 clusters Score -1.233034e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12331332.000000 Penalty: 3758.944336
	Iteration 12Q: 3 clusters Score -1.233133e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105106 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -12331629.000000 Penalty: 3758.944336
	Iteration 13Q: 3 clusters Score -1.233163e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12331781.000000 Penalty: 3758.944336
	Iteration 14Q: 3 clusters Score -1.233178e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12331835.000000 Penalty: 3758.944336
	Iteration 15Q: 3 clusters Score -1.233184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105268 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12331867.000000 Penalty: 3758.944336
	Iteration 16Q: 3 clusters Score -1.233187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105274 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12331888.000000 Penalty: 3758.944336
	Iteration 17Q: 3 clusters Score -1.233189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12331911.000000 Penalty: 3758.944336
	Iteration 18Q: 3 clusters Score -1.233191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12331915.000000 Penalty: 3758.944336
	Iteration 19Q: 3 clusters Score -1.233192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12331913.000000 Penalty: 3758.944336
	Iteration 20F: 3 clusters Score -1.233191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105286 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12331915.000000 Penalty: 3758.944336
	Iteration 21Q: 3 clusters Score -1.233192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12331910.000000 Penalty: 3758.944336
	Iteration 22Q: 3 clusters Score -1.233191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12331912.000000 Penalty: 3758.944336
	Iteration 23Q: 3 clusters Score -1.233191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12331918.000000 Penalty: 3758.944336
	Iteration 24Q: 3 clusters Score -1.233192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12331918.000000 Penalty: 3758.944336
	Iteration 25Q: 3 clusters Score -1.233192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12331918.000000 Penalty: 3758.944336
	Iteration 26F: 3 clusters Score -1.233192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -40939.679688 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -40939.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39993.601562 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -39993.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40127.984375 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -40127.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40162.109375 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -40162.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40195.699219 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -40195.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40213.199219 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -40213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40220.078125 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -40220.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40221.601562 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -40221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40221.601562 Penalty: 1953.661865
	Iteration 7F: 3 clusters Score -40221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Entering Unmasked Estep 
Score: -1542540.500000 Penalty: 1541.709351
	Iteration 0F: 2 clusters Score -1542540 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 6466 members 
Entering Unmasked Estep 
Score: -1533321.250000 Penalty: 3083.418701
	Iteration 0F: 3 clusters Score -1533321 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1536550.250000 Penalty: 3083.418701
	Iteration 1F: 3 clusters Score -1536550 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1536845.500000 Penalty: 3083.418701
	Iteration 2F: 3 clusters Score -1536846 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1537130.500000 Penalty: 3083.418701
	Iteration 3F: 3 clusters Score -1537130 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1537445.375000 Penalty: 3083.418701
	Iteration 4Q: 3 clusters Score -1537445 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1537813.500000 Penalty: 3083.418701
	Iteration 5Q: 3 clusters Score -1537814 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1538275.875000 Penalty: 3083.418701
	Iteration 6F: 3 clusters Score -1538276 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1538831.125000 Penalty: 3083.418701
	Iteration 7F: 3 clusters Score -1538831 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1539376.750000 Penalty: 3083.418701
	Iteration 8F: 3 clusters Score -1539377 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1539871.500000 Penalty: 3083.418701
	Iteration 9Q: 3 clusters Score -1539872 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1540251.250000 Penalty: 3083.418701
	Iteration 10Q: 3 clusters Score -1540251 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1540517.875000 Penalty: 3083.418701
	Iteration 11Q: 3 clusters Score -1540518 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1540708.500000 Penalty: 3083.418701
	Iteration 12Q: 3 clusters Score -1540708 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1540845.625000 Penalty: 3083.418701
	Iteration 13Q: 3 clusters Score -1540846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1540928.000000 Penalty: 3083.418701
	Iteration 14Q: 3 clusters Score -1540928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1540992.625000 Penalty: 3083.418701
	Iteration 15Q: 3 clusters Score -1540993 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1541035.500000 Penalty: 3083.418701
	Iteration 16Q: 3 clusters Score -1541036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1541068.625000 Penalty: 3083.418701
	Iteration 17Q: 3 clusters Score -1541069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1541095.500000 Penalty: 3083.418701
	Iteration 18Q: 3 clusters Score -1541096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1541115.750000 Penalty: 3083.418701
	Iteration 19Q: 3 clusters Score -1541116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1541128.375000 Penalty: 3083.418701
	Iteration 20F: 3 clusters Score -1541128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1541137.875000 Penalty: 3083.418701
	Iteration 21Q: 3 clusters Score -1541138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1541143.250000 Penalty: 3083.418701
	Iteration 22Q: 3 clusters Score -1541143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1541149.500000 Penalty: 3083.418701
	Iteration 23Q: 3 clusters Score -1541150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1541153.875000 Penalty: 3083.418701
	Iteration 24Q: 3 clusters Score -1541154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1541159.000000 Penalty: 3083.418701
	Iteration 25Q: 3 clusters Score -1541159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1541163.750000 Penalty: 3083.418701
	Iteration 26Q: 3 clusters Score -1541164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1541163.125000 Penalty: 3083.418701
	Iteration 27Q: 3 clusters Score -1541163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1541166.500000 Penalty: 3083.418701
	Iteration 28Q: 3 clusters Score -1541166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1541166.500000 Penalty: 3083.418701
	Iteration 29Q: 3 clusters Score -1541166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1541168.375000 Penalty: 3083.418701
	Iteration 30Q: 3 clusters Score -1541168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1541169.750000 Penalty: 3083.418701
	Iteration 31Q: 3 clusters Score -1541170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1541173.875000 Penalty: 3083.418701
	Iteration 32Q: 3 clusters Score -1541174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1541171.875000 Penalty: 3083.418701
	Iteration 33Q: 3 clusters Score -1541172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1541174.375000 Penalty: 3083.418701
	Iteration 34Q: 3 clusters Score -1541174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1541177.375000 Penalty: 3083.418701
	Iteration 35Q: 3 clusters Score -1541177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1541178.375000 Penalty: 3083.418701
	Iteration 36Q: 3 clusters Score -1541178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1541177.500000 Penalty: 3083.418701
	Iteration 37Q: 3 clusters Score -1541178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1541179.500000 Penalty: 3083.418701
	Iteration 38Q: 3 clusters Score -1541180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1541179.750000 Penalty: 3083.418701
	Iteration 39Q: 3 clusters Score -1541180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1541180.750000 Penalty: 3083.418701
	Iteration 40F: 3 clusters Score -1541181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1541179.125000 Penalty: 3083.418701
	Iteration 41Q: 3 clusters Score -1541179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1541179.125000 Penalty: 3083.418701
	Iteration 42F: 3 clusters Score -1541179 nChanged 0
--- Evaluating fit on full set of 2278154 points ---
Entering Unmasked Estep 
Score: -255689456.000000 Penalty: 68985.703125
23->30 Clusters: Score -255689456.000000, best is -257261696.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 759384 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 33060 members 
Mstep: Class 3 contains 32895 members 
Mstep: Class 4 contains 32920 members 
Mstep: Class 5 contains 33254 members 
Mstep: Class 6 contains 33244 members 
Mstep: Class 7 contains 33069 members 
Mstep: Class 8 contains 32390 members 
Mstep: Class 9 contains 33019 members 
Mstep: Class 10 contains 33162 members 
Mstep: Class 11 contains 32980 members 
Mstep: Class 12 contains 32687 members 
Mstep: Class 13 contains 32786 members 
Mstep: Class 14 contains 33099 members 
Mstep: Class 15 contains 33186 members 
Mstep: Class 16 contains 33049 members 
Mstep: Class 17 contains 33195 members 
Mstep: Class 18 contains 32961 members 
Mstep: Class 19 contains 32896 members 
Mstep: Class 20 contains 33154 members 
Mstep: Class 21 contains 33096 members 
Mstep: Class 22 contains 33048 members 
Mstep: Class 23 contains 33087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 511.900726 but Gain 2200.292969
Score: -83336928.000000 Penalty: 48406.441406
Iteration 0F: 23 clusters Score -8.333693e+07 nChanged 725330
Entering Unmasked Mstep 
Mstep: Class 0 contains 588 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 34247 members 
Mstep: Class 3 contains 20756 members 
Mstep: Class 4 contains 50467 members 
Mstep: Class 5 contains 20110 members 
Mstep: Class 6 contains 22243 members 
Mstep: Class 7 contains 10097 members 
Mstep: Class 8 contains 51312 members 
Mstep: Class 10 contains 33588 members 
Mstep: Class 11 contains 14841 members 
Mstep: Class 12 contains 58121 members 
Mstep: Class 13 contains 33567 members 
Mstep: Class 14 contains 35385 members 
Mstep: Class 15 contains 39983 members 
Mstep: Class 16 contains 18912 members 
Mstep: Class 17 contains 34132 members 
Mstep: Class 18 contains 35756 members 
Mstep: Class 19 contains 25611 members 
Mstep: Class 20 contains 56809 members 
Mstep: Class 21 contains 53798 members 
Mstep: Class 22 contains 35700 members 
Mstep: Class 23 contains 33752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84989528.000000 Penalty: 48406.441406
Iteration 1F: 23 clusters Score -8.498953e+07 nChanged 268004
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 22832 members 
Mstep: Class 3 contains 12662 members 
Mstep: Class 4 contains 57163 members 
Mstep: Class 5 contains 20171 members 
Mstep: Class 6 contains 22696 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 56109 members 
Mstep: Class 10 contains 25957 members 
Mstep: Class 11 contains 8896 members 
Mstep: Class 12 contains 78101 members 
Mstep: Class 13 contains 48781 members 
Mstep: Class 14 contains 35431 members 
Mstep: Class 15 contains 52882 members 
Mstep: Class 16 contains 30935 members 
Mstep: Class 17 contains 23089 members 
Mstep: Class 18 contains 24643 members 
Mstep: Class 19 contains 19752 members 
Mstep: Class 20 contains 60138 members 
Mstep: Class 21 contains 58356 members 
Mstep: Class 22 contains 27863 members 
Mstep: Class 23 contains 26040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85336560.000000 Penalty: 48406.441406
Iteration 2F: 23 clusters Score -8.533656e+07 nChanged 183089
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 15161 members 
Mstep: Class 3 contains 8988 members 
Mstep: Class 4 contains 58323 members 
Mstep: Class 5 contains 19997 members 
Mstep: Class 6 contains 24351 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 8 contains 55899 members 
Mstep: Class 10 contains 22435 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 95762 members 
Mstep: Class 13 contains 57402 members 
Mstep: Class 14 contains 30191 members 
Mstep: Class 15 contains 55057 members 
Mstep: Class 16 contains 37407 members 
Mstep: Class 17 contains 16047 members 
Mstep: Class 18 contains 28013 members 
Mstep: Class 19 contains 16254 members 
Mstep: Class 20 contains 70137 members 
Mstep: Class 21 contains 55363 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 20090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85533224.000000 Penalty: 48406.441406
Iteration 3F: 23 clusters Score -8.553322e+07 nChanged 153034
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 10240 members 
Mstep: Class 3 contains 6527 members 
Mstep: Class 4 contains 53841 members 
Mstep: Class 5 contains 19915 members 
Mstep: Class 6 contains 26928 members 
Mstep: Class 7 contains 4107 members 
Mstep: Class 8 contains 53054 members 
Mstep: Class 10 contains 21542 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 111713 members 
Mstep: Class 13 contains 67585 members 
Mstep: Class 14 contains 22760 members 
Mstep: Class 15 contains 53337 members 
Mstep: Class 16 contains 37122 members 
Mstep: Class 17 contains 12886 members 
Mstep: Class 18 contains 37356 members 
Mstep: Class 19 contains 12055 members 
Mstep: Class 20 contains 85889 members 
Mstep: Class 21 contains 47999 members 
Mstep: Class 22 contains 22819 members 
Mstep: Class 23 contains 15330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85682952.000000 Penalty: 48406.441406
Iteration 4F: 23 clusters Score -8.568295e+07 nChanged 132177
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 6844 members 
Mstep: Class 3 contains 4556 members 
Mstep: Class 4 contains 46159 members 
Mstep: Class 5 contains 19709 members 
Mstep: Class 6 contains 27134 members 
Mstep: Class 7 contains 2973 members 
Mstep: Class 8 contains 50668 members 
Mstep: Class 10 contains 22236 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 126140 members 
Mstep: Class 13 contains 81198 members 
Mstep: Class 14 contains 15552 members 
Mstep: Class 15 contains 49267 members 
Mstep: Class 16 contains 34806 members 
Mstep: Class 17 contains 12396 members 
Mstep: Class 18 contains 45114 members 
Mstep: Class 19 contains 8320 members 
Mstep: Class 20 contains 104812 members 
Mstep: Class 21 contains 38308 members 
Mstep: Class 22 contains 22245 members 
Mstep: Class 23 contains 11434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85786264.000000 Penalty: 48406.441406
Iteration 5F: 23 clusters Score -8.578626e+07 nChanged 114966
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 4552 members 
Mstep: Class 3 contains 3357 members 
Mstep: Class 4 contains 37954 members 
Mstep: Class 5 contains 19594 members 
Mstep: Class 6 contains 24070 members 
Mstep: Class 7 contains 2002 members 
Mstep: Class 8 contains 49388 members 
Mstep: Class 10 contains 23379 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 136146 members 
Mstep: Class 13 contains 98728 members 
Mstep: Class 14 contains 10011 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 32823 members 
Mstep: Class 17 contains 12195 members 
Mstep: Class 18 contains 49505 members 
Mstep: Class 19 contains 5680 members 
Mstep: Class 20 contains 123721 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 21820 members 
Mstep: Class 23 contains 8385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1563.117432 but Gain 2200.292969
Score: -85857432.000000 Penalty: 46206.148438
Iteration 6F: 22 clusters Score -8.585743e+07 nChanged 97222
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 3275 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 31306 members 
Mstep: Class 5 contains 19947 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 8 contains 50051 members 
Mstep: Class 10 contains 24211 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 137389 members 
Mstep: Class 13 contains 118050 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 38732 members 
Mstep: Class 16 contains 31569 members 
Mstep: Class 17 contains 12211 members 
Mstep: Class 18 contains 52531 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 140013 members 
Mstep: Class 21 contains 21613 members 
Mstep: Class 22 contains 21252 members 
Mstep: Class 23 contains 6201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85910176.000000 Penalty: 46206.148438
Iteration 7F: 22 clusters Score -8.591018e+07 nChanged 78588
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 27199 members 
Mstep: Class 5 contains 20428 members 
Mstep: Class 6 contains 15886 members 
Mstep: Class 8 contains 53187 members 
Mstep: Class 10 contains 23705 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 132146 members 
Mstep: Class 13 contains 138964 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 32263 members 
Mstep: Class 16 contains 30109 members 
Mstep: Class 17 contains 12116 members 
Mstep: Class 18 contains 55207 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 150105 members 
Mstep: Class 21 contains 15267 members 
Mstep: Class 22 contains 20246 members 
Mstep: Class 23 contains 4619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85947624.000000 Penalty: 46206.148438
Iteration 8F: 22 clusters Score -8.594762e+07 nChanged 64781
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 24798 members 
Mstep: Class 5 contains 20946 members 
Mstep: Class 6 contains 13490 members 
Mstep: Class 8 contains 58362 members 
Mstep: Class 10 contains 22736 members 
Mstep: Class 11 contains 2185 members 
Mstep: Class 12 contains 126498 members 
Mstep: Class 13 contains 155054 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 25927 members 
Mstep: Class 16 contains 28956 members 
Mstep: Class 17 contains 11968 members 
Mstep: Class 18 contains 57923 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 155563 members 
Mstep: Class 21 contains 10448 members 
Mstep: Class 22 contains 19102 members 
Mstep: Class 23 contains 3649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85966536.000000 Penalty: 46206.148438
Iteration 9F: 22 clusters Score -8.596654e+07 nChanged 51623
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 2414 members 
Mstep: Class 4 contains 23286 members 
Mstep: Class 5 contains 21257 members 
Mstep: Class 6 contains 12097 members 
Mstep: Class 8 contains 66747 members 
Mstep: Class 10 contains 21800 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 123541 members 
Mstep: Class 13 contains 159884 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 21471 members 
Mstep: Class 16 contains 28047 members 
Mstep: Class 17 contains 11857 members 
Mstep: Class 18 contains 60419 members 
Mstep: Class 19 contains 3194 members 
Mstep: Class 20 contains 158267 members 
Mstep: Class 21 contains 7402 members 
Mstep: Class 22 contains 18537 members 
Mstep: Class 23 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85980080.000000 Penalty: 46206.148438
Iteration 10F: 22 clusters Score -8.598008e+07 nChanged 42974
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 22212 members 
Mstep: Class 5 contains 21291 members 
Mstep: Class 6 contains 11486 members 
Mstep: Class 8 contains 77421 members 
Mstep: Class 10 contains 20751 members 
Mstep: Class 11 contains 1877 members 
Mstep: Class 12 contains 121382 members 
Mstep: Class 13 contains 158750 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 18168 members 
Mstep: Class 16 contains 27313 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 62897 members 
Mstep: Class 19 contains 3234 members 
Mstep: Class 20 contains 158605 members 
Mstep: Class 21 contains 5605 members 
Mstep: Class 22 contains 18082 members 
Mstep: Class 23 contains 3005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85999240.000000 Penalty: 46206.148438
Iteration 11F: 22 clusters Score -8.599924e+07 nChanged 37518
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 21406 members 
Mstep: Class 5 contains 21186 members 
Mstep: Class 6 contains 11463 members 
Mstep: Class 8 contains 89607 members 
Mstep: Class 10 contains 19262 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 119098 members 
Mstep: Class 13 contains 156092 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 15485 members 
Mstep: Class 16 contains 26646 members 
Mstep: Class 17 contains 11707 members 
Mstep: Class 18 contains 65645 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 156688 members 
Mstep: Class 21 contains 4486 members 
Mstep: Class 22 contains 17403 members 
Mstep: Class 23 contains 2862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86019416.000000 Penalty: 46206.148438
Iteration 12Q: 22 clusters Score -8.601942e+07 nChanged 35558
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 2589 members 
Mstep: Class 4 contains 20754 members 
Mstep: Class 5 contains 21007 members 
Mstep: Class 6 contains 11929 members 
Mstep: Class 8 contains 103246 members 
Mstep: Class 10 contains 17458 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 116313 members 
Mstep: Class 13 contains 152996 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 25938 members 
Mstep: Class 17 contains 11624 members 
Mstep: Class 18 contains 68688 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 152693 members 
Mstep: Class 21 contains 3767 members 
Mstep: Class 22 contains 16541 members 
Mstep: Class 23 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86038624.000000 Penalty: 46206.148438
Iteration 13Q: 22 clusters Score -8.603862e+07 nChanged 35634
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2986 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 20397 members 
Mstep: Class 5 contains 20765 members 
Mstep: Class 6 contains 12782 members 
Mstep: Class 8 contains 118691 members 
Mstep: Class 10 contains 15455 members 
Mstep: Class 11 contains 1592 members 
Mstep: Class 12 contains 112819 members 
Mstep: Class 13 contains 149425 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 11048 members 
Mstep: Class 16 contains 25314 members 
Mstep: Class 17 contains 11579 members 
Mstep: Class 18 contains 71759 members 
Mstep: Class 19 contains 4100 members 
Mstep: Class 20 contains 146852 members 
Mstep: Class 21 contains 3254 members 
Mstep: Class 22 contains 15514 members 
Mstep: Class 23 contains 2889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86056808.000000 Penalty: 46206.148438
Iteration 14Q: 22 clusters Score -8.605681e+07 nChanged 39230
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 20504 members 
Mstep: Class 5 contains 20486 members 
Mstep: Class 6 contains 13909 members 
Mstep: Class 8 contains 137952 members 
Mstep: Class 10 contains 13486 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 108107 members 
Mstep: Class 13 contains 144914 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 9139 members 
Mstep: Class 16 contains 24699 members 
Mstep: Class 17 contains 11531 members 
Mstep: Class 18 contains 74839 members 
Mstep: Class 19 contains 4524 members 
Mstep: Class 20 contains 138774 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 22 contains 13948 members 
Mstep: Class 23 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86069720.000000 Penalty: 46206.148438
Iteration 15F: 22 clusters Score -8.606972e+07 nChanged 38348
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 2885 members 
Mstep: Class 4 contains 20820 members 
Mstep: Class 5 contains 20306 members 
Mstep: Class 6 contains 15423 members 
Mstep: Class 8 contains 155884 members 
Mstep: Class 10 contains 11803 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 103848 members 
Mstep: Class 13 contains 140712 members 
Mstep: Class 14 contains 2285 members 
Mstep: Class 15 contains 7567 members 
Mstep: Class 16 contains 24275 members 
Mstep: Class 17 contains 11519 members 
Mstep: Class 18 contains 77556 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 130188 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 12188 members 
Mstep: Class 23 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86076048.000000 Penalty: 46206.148438
Iteration 16F: 22 clusters Score -8.607605e+07 nChanged 33151
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3778 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 21082 members 
Mstep: Class 5 contains 20160 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 8 contains 166252 members 
Mstep: Class 10 contains 10657 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 101960 members 
Mstep: Class 13 contains 137202 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 6678 members 
Mstep: Class 16 contains 23974 members 
Mstep: Class 17 contains 11502 members 
Mstep: Class 18 contains 79768 members 
Mstep: Class 19 contains 5208 members 
Mstep: Class 20 contains 124168 members 
Mstep: Class 21 contains 2345 members 
Mstep: Class 22 contains 11285 members 
Mstep: Class 23 contains 3455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86076248.000000 Penalty: 46206.148438
Iteration 17Q: 22 clusters Score -8.607625e+07 nChanged 28244
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 3032 members 
Mstep: Class 4 contains 21383 members 
Mstep: Class 5 contains 20074 members 
Mstep: Class 6 contains 18789 members 
Mstep: Class 8 contains 169242 members 
Mstep: Class 10 contains 9909 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 12 contains 100886 members 
Mstep: Class 13 contains 136256 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 6162 members 
Mstep: Class 16 contains 23712 members 
Mstep: Class 17 contains 11475 members 
Mstep: Class 18 contains 81827 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 120763 members 
Mstep: Class 21 contains 2210 members 
Mstep: Class 22 contains 10934 members 
Mstep: Class 23 contains 3616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86074968.000000 Penalty: 46206.148438
Iteration 18Q: 22 clusters Score -8.607497e+07 nChanged 21918
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 21811 members 
Mstep: Class 5 contains 20055 members 
Mstep: Class 6 contains 20223 members 
Mstep: Class 8 contains 167733 members 
Mstep: Class 10 contains 9435 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 100280 members 
Mstep: Class 13 contains 137489 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 5879 members 
Mstep: Class 16 contains 23536 members 
Mstep: Class 17 contains 11442 members 
Mstep: Class 18 contains 83747 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 118433 members 
Mstep: Class 21 contains 2114 members 
Mstep: Class 22 contains 10821 members 
Mstep: Class 23 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86078712.000000 Penalty: 46206.148438
Iteration 19Q: 22 clusters Score -8.607871e+07 nChanged 17124
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 22315 members 
Mstep: Class 5 contains 20029 members 
Mstep: Class 6 contains 21435 members 
Mstep: Class 8 contains 165138 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 99815 members 
Mstep: Class 13 contains 139217 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 23356 members 
Mstep: Class 17 contains 11426 members 
Mstep: Class 18 contains 85631 members 
Mstep: Class 19 contains 5724 members 
Mstep: Class 20 contains 116158 members 
Mstep: Class 21 contains 2050 members 
Mstep: Class 22 contains 10873 members 
Mstep: Class 23 contains 3809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86083432.000000 Penalty: 46206.148438
Iteration 20F: 22 clusters Score -8.608343e+07 nChanged 14057
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4875 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 22873 members 
Mstep: Class 5 contains 19983 members 
Mstep: Class 6 contains 22456 members 
Mstep: Class 8 contains 162635 members 
Mstep: Class 10 contains 8860 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 99297 members 
Mstep: Class 13 contains 140849 members 
Mstep: Class 14 contains 3473 members 
Mstep: Class 15 contains 5852 members 
Mstep: Class 16 contains 23176 members 
Mstep: Class 17 contains 11417 members 
Mstep: Class 18 contains 87423 members 
Mstep: Class 19 contains 5762 members 
Mstep: Class 20 contains 113897 members 
Mstep: Class 21 contains 1989 members 
Mstep: Class 22 contains 10971 members 
Mstep: Class 23 contains 3860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86088112.000000 Penalty: 46206.148438
Iteration 21Q: 22 clusters Score -8.608811e+07 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 3 contains 3268 members 
Mstep: Class 4 contains 23366 members 
Mstep: Class 5 contains 19938 members 
Mstep: Class 6 contains 23310 members 
Mstep: Class 8 contains 160335 members 
Mstep: Class 10 contains 8702 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 98633 members 
Mstep: Class 13 contains 142261 members 
Mstep: Class 14 contains 3942 members 
Mstep: Class 15 contains 5975 members 
Mstep: Class 16 contains 23068 members 
Mstep: Class 17 contains 11410 members 
Mstep: Class 18 contains 89172 members 
Mstep: Class 19 contains 5742 members 
Mstep: Class 20 contains 111760 members 
Mstep: Class 21 contains 1939 members 
Mstep: Class 22 contains 11134 members 
Mstep: Class 23 contains 3920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86091304.000000 Penalty: 46206.148438
Iteration 22Q: 22 clusters Score -8.60913e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5190 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 23835 members 
Mstep: Class 5 contains 19925 members 
Mstep: Class 6 contains 24040 members 
Mstep: Class 8 contains 158355 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 97933 members 
Mstep: Class 13 contains 143326 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 22975 members 
Mstep: Class 17 contains 11405 members 
Mstep: Class 18 contains 90820 members 
Mstep: Class 19 contains 5710 members 
Mstep: Class 20 contains 109646 members 
Mstep: Class 21 contains 1905 members 
Mstep: Class 22 contains 11357 members 
Mstep: Class 23 contains 3961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86094480.000000 Penalty: 46206.148438
Iteration 23Q: 22 clusters Score -8.609448e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5278 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 24279 members 
Mstep: Class 5 contains 19922 members 
Mstep: Class 6 contains 24637 members 
Mstep: Class 8 contains 156808 members 
Mstep: Class 10 contains 8604 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 97140 members 
Mstep: Class 13 contains 144144 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 6576 members 
Mstep: Class 16 contains 22918 members 
Mstep: Class 17 contains 11410 members 
Mstep: Class 18 contains 92498 members 
Mstep: Class 19 contains 5678 members 
Mstep: Class 20 contains 107469 members 
Mstep: Class 21 contains 1895 members 
Mstep: Class 22 contains 11573 members 
Mstep: Class 23 contains 3994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86097040.000000 Penalty: 46206.148438
Iteration 24Q: 22 clusters Score -8.609704e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5355 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 24688 members 
Mstep: Class 5 contains 19928 members 
Mstep: Class 6 contains 25096 members 
Mstep: Class 8 contains 155372 members 
Mstep: Class 10 contains 8637 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 96435 members 
Mstep: Class 13 contains 144721 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 7019 members 
Mstep: Class 16 contains 22882 members 
Mstep: Class 17 contains 11406 members 
Mstep: Class 18 contains 94055 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 105391 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 11852 members 
Mstep: Class 23 contains 4018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86099912.000000 Penalty: 46206.148438
Iteration 25Q: 22 clusters Score -8.609991e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 3503 members 
Mstep: Class 4 contains 25114 members 
Mstep: Class 5 contains 19949 members 
Mstep: Class 6 contains 25442 members 
Mstep: Class 8 contains 154079 members 
Mstep: Class 10 contains 8696 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 95707 members 
Mstep: Class 13 contains 145065 members 
Mstep: Class 14 contains 5730 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 22880 members 
Mstep: Class 17 contains 11404 members 
Mstep: Class 18 contains 95540 members 
Mstep: Class 19 contains 5578 members 
Mstep: Class 20 contains 103436 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 12160 members 
Mstep: Class 23 contains 4045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86101704.000000 Penalty: 46206.148438
Iteration 26Q: 22 clusters Score -8.61017e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 25505 members 
Mstep: Class 5 contains 20011 members 
Mstep: Class 6 contains 25751 members 
Mstep: Class 8 contains 152896 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 94947 members 
Mstep: Class 13 contains 145306 members 
Mstep: Class 14 contains 6131 members 
Mstep: Class 15 contains 8235 members 
Mstep: Class 16 contains 22911 members 
Mstep: Class 17 contains 11396 members 
Mstep: Class 18 contains 97024 members 
Mstep: Class 19 contains 5486 members 
Mstep: Class 20 contains 101450 members 
Mstep: Class 21 contains 1811 members 
Mstep: Class 22 contains 12506 members 
Mstep: Class 23 contains 4057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86104600.000000 Penalty: 46206.148438
Iteration 27Q: 22 clusters Score -8.61046e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5356 members 
Mstep: Class 3 contains 3596 members 
Mstep: Class 4 contains 25903 members 
Mstep: Class 5 contains 20073 members 
Mstep: Class 6 contains 26000 members 
Mstep: Class 8 contains 151917 members 
Mstep: Class 10 contains 8867 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 94091 members 
Mstep: Class 13 contains 145341 members 
Mstep: Class 14 contains 6502 members 
Mstep: Class 15 contains 9034 members 
Mstep: Class 16 contains 22940 members 
Mstep: Class 17 contains 11384 members 
Mstep: Class 18 contains 98456 members 
Mstep: Class 19 contains 5396 members 
Mstep: Class 20 contains 99550 members 
Mstep: Class 21 contains 1772 members 
Mstep: Class 22 contains 12863 members 
Mstep: Class 23 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86106440.000000 Penalty: 46206.148438
Iteration 28Q: 22 clusters Score -8.610644e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5335 members 
Mstep: Class 3 contains 3628 members 
Mstep: Class 4 contains 26308 members 
Mstep: Class 5 contains 20122 members 
Mstep: Class 6 contains 26269 members 
Mstep: Class 8 contains 151081 members 
Mstep: Class 10 contains 8946 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 93191 members 
Mstep: Class 13 contains 145252 members 
Mstep: Class 14 contains 6845 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 22981 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 99865 members 
Mstep: Class 19 contains 5295 members 
Mstep: Class 20 contains 97554 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 13251 members 
Mstep: Class 23 contains 4098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86107352.000000 Penalty: 46206.148438
Iteration 29Q: 22 clusters Score -8.610735e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 3642 members 
Mstep: Class 4 contains 26701 members 
Mstep: Class 5 contains 20189 members 
Mstep: Class 6 contains 26511 members 
Mstep: Class 8 contains 150163 members 
Mstep: Class 10 contains 9044 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 92332 members 
Mstep: Class 13 contains 145021 members 
Mstep: Class 14 contains 7233 members 
Mstep: Class 15 contains 11086 members 
Mstep: Class 16 contains 23021 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 101409 members 
Mstep: Class 19 contains 5216 members 
Mstep: Class 20 contains 95461 members 
Mstep: Class 21 contains 1633 members 
Mstep: Class 22 contains 13669 members 
Mstep: Class 23 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2138.658936 but Gain 2200.292969
Score: -86109272.000000 Penalty: 44005.855469
Iteration 30Q: 21 clusters Score -8.610927e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5280 members 
Mstep: Class 3 contains 3641 members 
Mstep: Class 4 contains 27082 members 
Mstep: Class 5 contains 20276 members 
Mstep: Class 6 contains 26756 members 
Mstep: Class 8 contains 149345 members 
Mstep: Class 10 contains 9128 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 91522 members 
Mstep: Class 13 contains 145171 members 
Mstep: Class 14 contains 7605 members 
Mstep: Class 15 contains 12502 members 
Mstep: Class 16 contains 23088 members 
Mstep: Class 17 contains 11353 members 
Mstep: Class 18 contains 103356 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 93397 members 
Mstep: Class 22 contains 14258 members 
Mstep: Class 23 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86112344.000000 Penalty: 44005.855469
Iteration 31Q: 21 clusters Score -8.611234e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5240 members 
Mstep: Class 3 contains 3636 members 
Mstep: Class 4 contains 27442 members 
Mstep: Class 5 contains 20376 members 
Mstep: Class 6 contains 26964 members 
Mstep: Class 8 contains 148096 members 
Mstep: Class 10 contains 9161 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 90651 members 
Mstep: Class 13 contains 144851 members 
Mstep: Class 14 contains 7984 members 
Mstep: Class 15 contains 13767 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 11343 members 
Mstep: Class 18 contains 105217 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 91055 members 
Mstep: Class 22 contains 14751 members 
Mstep: Class 23 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86113960.000000 Penalty: 44005.855469
Iteration 32Q: 21 clusters Score -8.611396e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 3639 members 
Mstep: Class 4 contains 27780 members 
Mstep: Class 5 contains 20497 members 
Mstep: Class 6 contains 27188 members 
Mstep: Class 8 contains 146731 members 
Mstep: Class 10 contains 9167 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 89800 members 
Mstep: Class 13 contains 144526 members 
Mstep: Class 14 contains 8290 members 
Mstep: Class 15 contains 15019 members 
Mstep: Class 16 contains 23358 members 
Mstep: Class 17 contains 11334 members 
Mstep: Class 18 contains 107278 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 88625 members 
Mstep: Class 22 contains 15280 members 
Mstep: Class 23 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86114744.000000 Penalty: 44005.855469
Iteration 33Q: 21 clusters Score -8.611474e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 3646 members 
Mstep: Class 4 contains 28111 members 
Mstep: Class 5 contains 20617 members 
Mstep: Class 6 contains 27382 members 
Mstep: Class 8 contains 145320 members 
Mstep: Class 10 contains 9175 members 
Mstep: Class 11 contains 1438 members 
Mstep: Class 12 contains 88942 members 
Mstep: Class 13 contains 144239 members 
Mstep: Class 14 contains 8565 members 
Mstep: Class 15 contains 16240 members 
Mstep: Class 16 contains 23518 members 
Mstep: Class 17 contains 11327 members 
Mstep: Class 18 contains 109526 members 
Mstep: Class 19 contains 4901 members 
Mstep: Class 20 contains 86113 members 
Mstep: Class 22 contains 15794 members 
Mstep: Class 23 contains 4099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86115104.000000 Penalty: 44005.855469
Iteration 34Q: 21 clusters Score -8.61151e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5167 members 
Mstep: Class 3 contains 3652 members 
Mstep: Class 4 contains 28395 members 
Mstep: Class 5 contains 20723 members 
Mstep: Class 6 contains 27567 members 
Mstep: Class 8 contains 143996 members 
Mstep: Class 10 contains 9152 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 88167 members 
Mstep: Class 13 contains 143899 members 
Mstep: Class 14 contains 8803 members 
Mstep: Class 15 contains 17373 members 
Mstep: Class 16 contains 23704 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 111926 members 
Mstep: Class 19 contains 4821 members 
Mstep: Class 20 contains 83533 members 
Mstep: Class 22 contains 16307 members 
Mstep: Class 23 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86116552.000000 Penalty: 44005.855469
Iteration 35Q: 21 clusters Score -8.611655e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 28660 members 
Mstep: Class 5 contains 20806 members 
Mstep: Class 6 contains 27705 members 
Mstep: Class 8 contains 142734 members 
Mstep: Class 10 contains 9117 members 
Mstep: Class 11 contains 1444 members 
Mstep: Class 12 contains 87411 members 
Mstep: Class 13 contains 143435 members 
Mstep: Class 14 contains 8962 members 
Mstep: Class 15 contains 18506 members 
Mstep: Class 16 contains 23919 members 
Mstep: Class 17 contains 11316 members 
Mstep: Class 18 contains 114480 members 
Mstep: Class 19 contains 4753 members 
Mstep: Class 20 contains 81047 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86118448.000000 Penalty: 44005.855469
Iteration 36Q: 21 clusters Score -8.611845e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5094 members 
Mstep: Class 3 contains 3666 members 
Mstep: Class 4 contains 28887 members 
Mstep: Class 5 contains 20857 members 
Mstep: Class 6 contains 27873 members 
Mstep: Class 8 contains 141585 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 86654 members 
Mstep: Class 13 contains 142908 members 
Mstep: Class 14 contains 9087 members 
Mstep: Class 15 contains 19500 members 
Mstep: Class 16 contains 24150 members 
Mstep: Class 17 contains 11315 members 
Mstep: Class 18 contains 117079 members 
Mstep: Class 19 contains 4689 members 
Mstep: Class 20 contains 78588 members 
Mstep: Class 22 contains 17295 members 
Mstep: Class 23 contains 4057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86119944.000000 Penalty: 44005.855469
Iteration 37Q: 21 clusters Score -8.611994e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 3688 members 
Mstep: Class 4 contains 29082 members 
Mstep: Class 5 contains 20905 members 
Mstep: Class 6 contains 28053 members 
Mstep: Class 8 contains 140477 members 
Mstep: Class 10 contains 9097 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 12 contains 85922 members 
Mstep: Class 13 contains 142343 members 
Mstep: Class 14 contains 9165 members 
Mstep: Class 15 contains 20463 members 
Mstep: Class 16 contains 24410 members 
Mstep: Class 17 contains 11311 members 
Mstep: Class 18 contains 119466 members 
Mstep: Class 19 contains 4611 members 
Mstep: Class 20 contains 76463 members 
Mstep: Class 22 contains 17740 members 
Mstep: Class 23 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86121568.000000 Penalty: 44005.855469
Iteration 38Q: 21 clusters Score -8.612157e+07 nChanged 8340
Entering ConstructFrom: 
Score: -86121568.000000 Penalty: 44005.855469
Entering ConstructFrom: 
Trying to split cluster 1 (5577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Entering Unmasked Estep 
Score: -673886.750000 Penalty: 1401.791138
	Iteration 0F: 2 clusters Score -673886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -669536.937500 Penalty: 2803.582275
	Iteration 0F: 3 clusters Score -669536.9 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -670794.812500 Penalty: 2803.582275
	Iteration 1F: 3 clusters Score -670794.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -670949.437500 Penalty: 2803.582275
	Iteration 2F: 3 clusters Score -670949.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -671041.875000 Penalty: 2803.582275
	Iteration 3Q: 3 clusters Score -671041.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -671114.250000 Penalty: 2803.582275
	Iteration 4Q: 3 clusters Score -671114.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -671152.375000 Penalty: 2803.582275
	Iteration 5Q: 3 clusters Score -671152.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -671188.375000 Penalty: 2803.582275
	Iteration 6Q: 3 clusters Score -671188.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -671215.062500 Penalty: 2803.582275
	Iteration 7Q: 3 clusters Score -671215.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -671235.125000 Penalty: 2803.582275
	Iteration 8Q: 3 clusters Score -671235.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -671258.500000 Penalty: 2803.582275
	Iteration 9Q: 3 clusters Score -671258.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -671272.750000 Penalty: 2803.582275
	Iteration 10Q: 3 clusters Score -671272.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -671286.375000 Penalty: 2803.582275
	Iteration 11Q: 3 clusters Score -671286.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -671301.500000 Penalty: 2803.582275
	Iteration 12Q: 3 clusters Score -671301.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -671317.750000 Penalty: 2803.582275
	Iteration 13Q: 3 clusters Score -671317.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -671332.500000 Penalty: 2803.582275
	Iteration 14Q: 3 clusters Score -671332.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -671346.000000 Penalty: 2803.582275
	Iteration 15Q: 3 clusters Score -671346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -671362.625000 Penalty: 2803.582275
	Iteration 16Q: 3 clusters Score -671362.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -671377.375000 Penalty: 2803.582275
	Iteration 17Q: 3 clusters Score -671377.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -671393.937500 Penalty: 2803.582275
	Iteration 18Q: 3 clusters Score -671393.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -671415.500000 Penalty: 2803.582275
	Iteration 19Q: 3 clusters Score -671415.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -671434.625000 Penalty: 2803.582275
	Iteration 20F: 3 clusters Score -671434.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -671454.875000 Penalty: 2803.582275
	Iteration 21Q: 3 clusters Score -671454.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -671482.687500 Penalty: 2803.582275
	Iteration 22Q: 3 clusters Score -671482.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -671507.937500 Penalty: 2803.582275
	Iteration 23Q: 3 clusters Score -671507.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -671542.125000 Penalty: 2803.582275
	Iteration 24Q: 3 clusters Score -671542.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -671589.250000 Penalty: 2803.582275
	Iteration 25Q: 3 clusters Score -671589.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -671646.687500 Penalty: 2803.582275
	Iteration 26Q: 3 clusters Score -671646.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -671728.375000 Penalty: 2803.582275
	Iteration 27Q: 3 clusters Score -671728.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -671820.750000 Penalty: 2803.582275
	Iteration 28Q: 3 clusters Score -671820.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -671934.875000 Penalty: 2803.582275
	Iteration 29Q: 3 clusters Score -671934.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -672066.687500 Penalty: 2803.582275
	Iteration 30Q: 3 clusters Score -672066.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -672202.937500 Penalty: 2803.582275
	Iteration 31Q: 3 clusters Score -672202.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -672312.625000 Penalty: 2803.582275
	Iteration 32Q: 3 clusters Score -672312.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -672396.437500 Penalty: 2803.582275
	Iteration 33Q: 3 clusters Score -672396.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -672459.562500 Penalty: 2803.582275
	Iteration 34Q: 3 clusters Score -672459.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -672489.750000 Penalty: 2803.582275
	Iteration 35Q: 3 clusters Score -672489.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -672518.875000 Penalty: 2803.582275
	Iteration 36Q: 3 clusters Score -672518.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -672541.562500 Penalty: 2803.582275
	Iteration 37Q: 3 clusters Score -672541.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -672560.500000 Penalty: 2803.582275
	Iteration 38Q: 3 clusters Score -672560.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -672580.062500 Penalty: 2803.582275
	Iteration 39Q: 3 clusters Score -672580.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -672595.125000 Penalty: 2803.582275
	Iteration 40F: 3 clusters Score -672595.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -672601.125000 Penalty: 2803.582275
	Iteration 41Q: 3 clusters Score -672601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -672607.312500 Penalty: 2803.582275
	Iteration 42Q: 3 clusters Score -672607.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -672617.062500 Penalty: 2803.582275
	Iteration 43Q: 3 clusters Score -672617.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -672626.500000 Penalty: 2803.582275
	Iteration 44Q: 3 clusters Score -672626.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -672637.875000 Penalty: 2803.582275
	Iteration 45Q: 3 clusters Score -672637.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -672643.250000 Penalty: 2803.582275
	Iteration 46Q: 3 clusters Score -672643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -672644.750000 Penalty: 2803.582275
	Iteration 47Q: 3 clusters Score -672644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -672646.625000 Penalty: 2803.582275
	Iteration 48Q: 3 clusters Score -672646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -672646.625000 Penalty: 2803.582275
	Iteration 49F: 3 clusters Score -672646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Entering Unmasked Estep 
Score: -593165.875000 Penalty: 1385.435547
	Iteration 0F: 2 clusters Score -593165.9 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 2580 members 
Entering Unmasked Estep 
Score: -589085.500000 Penalty: 2770.871094
	Iteration 0F: 3 clusters Score -589085.5 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -590154.437500 Penalty: 2770.871094
	Iteration 1F: 3 clusters Score -590154.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -590311.437500 Penalty: 2770.871094
	Iteration 2F: 3 clusters Score -590311.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -590399.875000 Penalty: 2770.871094
	Iteration 3Q: 3 clusters Score -590399.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -590467.125000 Penalty: 2770.871094
	Iteration 4Q: 3 clusters Score -590467.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -590532.625000 Penalty: 2770.871094
	Iteration 5Q: 3 clusters Score -590532.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -590611.500000 Penalty: 2770.871094
	Iteration 6Q: 3 clusters Score -590611.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -590691.000000 Penalty: 2770.871094
	Iteration 7Q: 3 clusters Score -590691 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -590777.875000 Penalty: 2770.871094
	Iteration 8Q: 3 clusters Score -590777.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -590877.062500 Penalty: 2770.871094
	Iteration 9Q: 3 clusters Score -590877.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -590986.250000 Penalty: 2770.871094
	Iteration 10Q: 3 clusters Score -590986.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -591111.125000 Penalty: 2770.871094
	Iteration 11Q: 3 clusters Score -591111.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -591277.562500 Penalty: 2770.871094
	Iteration 12Q: 3 clusters Score -591277.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -591427.562500 Penalty: 2770.871094
	Iteration 13Q: 3 clusters Score -591427.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -591567.125000 Penalty: 2770.871094
	Iteration 14Q: 3 clusters Score -591567.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -591649.562500 Penalty: 2770.871094
	Iteration 15Q: 3 clusters Score -591649.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -591703.750000 Penalty: 2770.871094
	Iteration 16Q: 3 clusters Score -591703.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -591742.500000 Penalty: 2770.871094
	Iteration 17Q: 3 clusters Score -591742.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -591772.250000 Penalty: 2770.871094
	Iteration 18Q: 3 clusters Score -591772.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -591794.375000 Penalty: 2770.871094
	Iteration 19Q: 3 clusters Score -591794.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -591813.937500 Penalty: 2770.871094
	Iteration 20F: 3 clusters Score -591813.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -591828.312500 Penalty: 2770.871094
	Iteration 21Q: 3 clusters Score -591828.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -591844.812500 Penalty: 2770.871094
	Iteration 22Q: 3 clusters Score -591844.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -591860.562500 Penalty: 2770.871094
	Iteration 23Q: 3 clusters Score -591860.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -591873.437500 Penalty: 2770.871094
	Iteration 24Q: 3 clusters Score -591873.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -591882.625000 Penalty: 2770.871094
	Iteration 25Q: 3 clusters Score -591882.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -591904.875000 Penalty: 2770.871094
	Iteration 26Q: 3 clusters Score -591904.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -591918.750000 Penalty: 2770.871094
	Iteration 27Q: 3 clusters Score -591918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -591925.000000 Penalty: 2770.871094
	Iteration 28Q: 3 clusters Score -591925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -591927.625000 Penalty: 2770.871094
	Iteration 29Q: 3 clusters Score -591927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -591930.437500 Penalty: 2770.871094
	Iteration 30Q: 3 clusters Score -591930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -591930.187500 Penalty: 2770.871094
	Iteration 31Q: 3 clusters Score -591930.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -591930.187500 Penalty: 2770.871094
	Iteration 32F: 3 clusters Score -591930.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -401939.375000 Penalty: 1335.158203
	Iteration 0F: 2 clusters Score -401939.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -398722.687500 Penalty: 2670.316406
	Iteration 0F: 3 clusters Score -398722.7 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -399580.093750 Penalty: 2670.316406
	Iteration 1F: 3 clusters Score -399580.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -399785.656250 Penalty: 2670.316406
	Iteration 2F: 3 clusters Score -399785.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -399987.625000 Penalty: 2670.316406
	Iteration 3F: 3 clusters Score -399987.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -400216.125000 Penalty: 2670.316406
	Iteration 4F: 3 clusters Score -400216.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -400455.156250 Penalty: 2670.316406
	Iteration 5F: 3 clusters Score -400455.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -400690.218750 Penalty: 2670.316406
	Iteration 6F: 3 clusters Score -400690.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -400876.593750 Penalty: 2670.316406
	Iteration 7Q: 3 clusters Score -400876.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -400965.718750 Penalty: 2670.316406
	Iteration 8Q: 3 clusters Score -400965.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -401039.343750 Penalty: 2670.316406
	Iteration 9Q: 3 clusters Score -401039.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -401098.156250 Penalty: 2670.316406
	Iteration 10Q: 3 clusters Score -401098.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -401142.593750 Penalty: 2670.316406
	Iteration 11Q: 3 clusters Score -401142.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -401166.281250 Penalty: 2670.316406
	Iteration 12Q: 3 clusters Score -401166.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -401176.187500 Penalty: 2670.316406
	Iteration 13Q: 3 clusters Score -401176.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -401185.406250 Penalty: 2670.316406
	Iteration 14Q: 3 clusters Score -401185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -401193.031250 Penalty: 2670.316406
	Iteration 15Q: 3 clusters Score -401193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -401196.906250 Penalty: 2670.316406
	Iteration 16Q: 3 clusters Score -401196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -401199.812500 Penalty: 2670.316406
	Iteration 17Q: 3 clusters Score -401199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -401200.750000 Penalty: 2670.316406
	Iteration 18Q: 3 clusters Score -401200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -401200.750000 Penalty: 2670.316406
	Iteration 19F: 3 clusters Score -401200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Entering Unmasked Estep 
Score: -3394204.500000 Penalty: 1671.196289
	Iteration 0F: 2 clusters Score -3394204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3374491.250000 Penalty: 3342.392578
	Iteration 0F: 3 clusters Score -3374491 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3382199.500000 Penalty: 3342.392578
	Iteration 1F: 3 clusters Score -3382200 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3382698.000000 Penalty: 3342.392578
	Iteration 2Q: 3 clusters Score -3382698 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3383178.250000 Penalty: 3342.392578
	Iteration 3Q: 3 clusters Score -3383178 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3383639.500000 Penalty: 3342.392578
	Iteration 4Q: 3 clusters Score -3383640 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3384044.750000 Penalty: 3342.392578
	Iteration 5Q: 3 clusters Score -3384045 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3384469.750000 Penalty: 3342.392578
	Iteration 6Q: 3 clusters Score -3384470 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3384943.750000 Penalty: 3342.392578
	Iteration 7Q: 3 clusters Score -3384944 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3385421.500000 Penalty: 3342.392578
	Iteration 8Q: 3 clusters Score -3385422 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3385936.000000 Penalty: 3342.392578
	Iteration 9Q: 3 clusters Score -3385936 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3386565.750000 Penalty: 3342.392578
	Iteration 10Q: 3 clusters Score -3386566 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3387375.250000 Penalty: 3342.392578
	Iteration 11Q: 3 clusters Score -3387375 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -3388101.000000 Penalty: 3342.392578
	Iteration 12Q: 3 clusters Score -3388101 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3388580.250000 Penalty: 3342.392578
	Iteration 13Q: 3 clusters Score -3388580 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3389000.750000 Penalty: 3342.392578
	Iteration 14Q: 3 clusters Score -3389001 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3389389.750000 Penalty: 3342.392578
	Iteration 15Q: 3 clusters Score -3389390 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -3389783.250000 Penalty: 3342.392578
	Iteration 16Q: 3 clusters Score -3389783 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3390170.500000 Penalty: 3342.392578
	Iteration 17Q: 3 clusters Score -3390170 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3390626.000000 Penalty: 3342.392578
	Iteration 18Q: 3 clusters Score -3390626 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -3391134.000000 Penalty: 3342.392578
	Iteration 19Q: 3 clusters Score -3391134 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3391638.750000 Penalty: 3342.392578
	Iteration 20F: 3 clusters Score -3391639 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -3392010.750000 Penalty: 3342.392578
	Iteration 21Q: 3 clusters Score -3392011 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3392285.250000 Penalty: 3342.392578
	Iteration 22Q: 3 clusters Score -3392285 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3392482.500000 Penalty: 3342.392578
	Iteration 23Q: 3 clusters Score -3392482 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3392618.750000 Penalty: 3342.392578
	Iteration 24Q: 3 clusters Score -3392619 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3392786.000000 Penalty: 3342.392578
	Iteration 25Q: 3 clusters Score -3392786 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3392971.250000 Penalty: 3342.392578
	Iteration 26Q: 3 clusters Score -3392971 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3393145.250000 Penalty: 3342.392578
	Iteration 27Q: 3 clusters Score -3393145 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3393300.750000 Penalty: 3342.392578
	Iteration 28Q: 3 clusters Score -3393301 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3393462.500000 Penalty: 3342.392578
	Iteration 29Q: 3 clusters Score -3393462 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3393608.500000 Penalty: 3342.392578
	Iteration 30Q: 3 clusters Score -3393608 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3393752.250000 Penalty: 3342.392578
	Iteration 31Q: 3 clusters Score -3393752 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3393893.750000 Penalty: 3342.392578
	Iteration 32Q: 3 clusters Score -3393894 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3393993.000000 Penalty: 3342.392578
	Iteration 33Q: 3 clusters Score -3393993 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3394064.000000 Penalty: 3342.392578
	Iteration 34Q: 3 clusters Score -3394064 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3394120.250000 Penalty: 3342.392578
	Iteration 35Q: 3 clusters Score -3394120 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3394182.000000 Penalty: 3342.392578
	Iteration 36Q: 3 clusters Score -3394182 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3394214.500000 Penalty: 3342.392578
	Iteration 37Q: 3 clusters Score -3394214 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3394240.000000 Penalty: 3342.392578
	Iteration 38Q: 3 clusters Score -3394240 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3394255.250000 Penalty: 3342.392578
	Iteration 39Q: 3 clusters Score -3394255 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3394318.750000 Penalty: 3342.392578
	Iteration 40F: 3 clusters Score -3394319 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3394338.250000 Penalty: 3342.392578
	Iteration 41Q: 3 clusters Score -3394338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3394352.500000 Penalty: 3342.392578
	Iteration 42Q: 3 clusters Score -3394352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3394372.000000 Penalty: 3342.392578
	Iteration 43Q: 3 clusters Score -3394372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3394382.500000 Penalty: 3342.392578
	Iteration 44Q: 3 clusters Score -3394382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3394390.750000 Penalty: 3342.392578
	Iteration 45Q: 3 clusters Score -3394391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3394388.000000 Penalty: 3342.392578
	Iteration 46Q: 3 clusters Score -3394388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -3394386.750000 Penalty: 3342.392578
	Iteration 47Q: 3 clusters Score -3394387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3394389.250000 Penalty: 3342.392578
	Iteration 48Q: 3 clusters Score -3394389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3394388.500000 Penalty: 3342.392578
	Iteration 49Q: 3 clusters Score -3394388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3394395.750000 Penalty: 3342.392578
	Iteration 50Q: 3 clusters Score -3394396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3394399.000000 Penalty: 3342.392578
	Iteration 51Q: 3 clusters Score -3394399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3394397.250000 Penalty: 3342.392578
	Iteration 52Q: 3 clusters Score -3394397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3394403.000000 Penalty: 3342.392578
	Iteration 53Q: 3 clusters Score -3394403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3394402.750000 Penalty: 3342.392578
	Iteration 54Q: 3 clusters Score -3394403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3394401.750000 Penalty: 3342.392578
	Iteration 55Q: 3 clusters Score -3394402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3394400.500000 Penalty: 3342.392578
	Iteration 56Q: 3 clusters Score -3394400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3394401.250000 Penalty: 3342.392578
	Iteration 57Q: 3 clusters Score -3394401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3394401.250000 Penalty: 3342.392578
	Iteration 58F: 3 clusters Score -3394401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 20944 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 7 contains 11139 members 
Mstep: Class 8 contains 139413 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 141693 members 
Mstep: Class 14 contains 9204 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 24671 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 121701 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 74636 members 
Mstep: Class 22 contains 18204 members 
Mstep: Class 23 contains 4040 members 
Entering Unmasked Estep 
Score: -86121984.000000 Penalty: 46206.148438
Splitting cluster 4 changes total score from -86121568.000000 to -86121984.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (20944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Entering Unmasked Estep 
Score: -2416515.500000 Penalty: 1616.811279
	Iteration 0F: 2 clusters Score -2416516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2402255.500000 Penalty: 3233.622559
	Iteration 0F: 3 clusters Score -2402256 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2407467.000000 Penalty: 3233.622559
	Iteration 1F: 3 clusters Score -2407467 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2408336.250000 Penalty: 3233.622559
	Iteration 2F: 3 clusters Score -2408336 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2409617.750000 Penalty: 3233.622559
	Iteration 3F: 3 clusters Score -2409618 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2411263.750000 Penalty: 3233.622559
	Iteration 4F: 3 clusters Score -2411264 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2413052.000000 Penalty: 3233.622559
	Iteration 5F: 3 clusters Score -2413052 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2414681.250000 Penalty: 3233.622559
	Iteration 6F: 3 clusters Score -2414681 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2415910.250000 Penalty: 3233.622559
	Iteration 7F: 3 clusters Score -2415910 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2416624.500000 Penalty: 3233.622559
	Iteration 8Q: 3 clusters Score -2416624 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2417092.750000 Penalty: 3233.622559
	Iteration 9Q: 3 clusters Score -2417093 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2417349.750000 Penalty: 3233.622559
	Iteration 10Q: 3 clusters Score -2417350 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2417421.750000 Penalty: 3233.622559
	Iteration 11Q: 3 clusters Score -2417422 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2417457.500000 Penalty: 3233.622559
	Iteration 12Q: 3 clusters Score -2417458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2417482.000000 Penalty: 3233.622559
	Iteration 13Q: 3 clusters Score -2417482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2417481.500000 Penalty: 3233.622559
	Iteration 14Q: 3 clusters Score -2417482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2417484.250000 Penalty: 3233.622559
	Iteration 15Q: 3 clusters Score -2417484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2417491.500000 Penalty: 3233.622559
	Iteration 16Q: 3 clusters Score -2417492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2417492.250000 Penalty: 3233.622559
	Iteration 17Q: 3 clusters Score -2417492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2417496.750000 Penalty: 3233.622559
	Iteration 18Q: 3 clusters Score -2417497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2417501.750000 Penalty: 3233.622559
	Iteration 19Q: 3 clusters Score -2417502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2417495.500000 Penalty: 3233.622559
	Iteration 20F: 3 clusters Score -2417496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2417495.500000 Penalty: 3233.622559
	Iteration 21Q: 3 clusters Score -2417496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2417497.000000 Penalty: 3233.622559
	Iteration 22Q: 3 clusters Score -2417497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2417496.500000 Penalty: 3233.622559
	Iteration 23Q: 3 clusters Score -2417496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2417500.500000 Penalty: 3233.622559
	Iteration 24Q: 3 clusters Score -2417500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2417503.750000 Penalty: 3233.622559
	Iteration 25Q: 3 clusters Score -2417504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2417502.750000 Penalty: 3233.622559
	Iteration 26Q: 3 clusters Score -2417503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2417502.750000 Penalty: 3233.622559
	Iteration 27F: 3 clusters Score -2417503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 7 contains 11139 members 
Mstep: Class 8 contains 139413 members 
Mstep: Class 9 contains 18075 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 141693 members 
Mstep: Class 14 contains 9204 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 24671 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 121701 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 74636 members 
Mstep: Class 22 contains 18204 members 
Mstep: Class 23 contains 4040 members 
Entering Unmasked Estep 
Score: -86122360.000000 Penalty: 48406.441406
Splitting cluster 5 changes total score from -86121568.000000 to -86122360.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (28166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Entering Unmasked Estep 
Score: -3285566.500000 Penalty: 1664.953979
	Iteration 0F: 2 clusters Score -3285566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3266502.000000 Penalty: 3329.907959
	Iteration 0F: 3 clusters Score -3266502 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3273758.250000 Penalty: 3329.907959
	Iteration 1F: 3 clusters Score -3273758 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3274156.750000 Penalty: 3329.907959
	Iteration 2Q: 3 clusters Score -3274157 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3274521.250000 Penalty: 3329.907959
	Iteration 3Q: 3 clusters Score -3274521 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3274852.250000 Penalty: 3329.907959
	Iteration 4Q: 3 clusters Score -3274852 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3275182.250000 Penalty: 3329.907959
	Iteration 5Q: 3 clusters Score -3275182 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3275533.500000 Penalty: 3329.907959
	Iteration 6Q: 3 clusters Score -3275534 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3275901.250000 Penalty: 3329.907959
	Iteration 7Q: 3 clusters Score -3275901 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3276350.500000 Penalty: 3329.907959
	Iteration 8Q: 3 clusters Score -3276350 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3276980.000000 Penalty: 3329.907959
	Iteration 9Q: 3 clusters Score -3276980 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -3277879.500000 Penalty: 3329.907959
	Iteration 10Q: 3 clusters Score -3277880 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -3279030.500000 Penalty: 3329.907959
	Iteration 11F: 3 clusters Score -3279030 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3280246.250000 Penalty: 3329.907959
	Iteration 12F: 3 clusters Score -3280246 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3281228.750000 Penalty: 3329.907959
	Iteration 13Q: 3 clusters Score -3281229 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3281844.250000 Penalty: 3329.907959
	Iteration 14Q: 3 clusters Score -3281844 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3282268.500000 Penalty: 3329.907959
	Iteration 15Q: 3 clusters Score -3282268 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3282581.750000 Penalty: 3329.907959
	Iteration 16Q: 3 clusters Score -3282582 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3282884.250000 Penalty: 3329.907959
	Iteration 17Q: 3 clusters Score -3282884 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3283136.500000 Penalty: 3329.907959
	Iteration 18Q: 3 clusters Score -3283136 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3283352.000000 Penalty: 3329.907959
	Iteration 19Q: 3 clusters Score -3283352 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3283525.000000 Penalty: 3329.907959
	Iteration 20F: 3 clusters Score -3283525 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3283667.000000 Penalty: 3329.907959
	Iteration 21Q: 3 clusters Score -3283667 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3283797.500000 Penalty: 3329.907959
	Iteration 22Q: 3 clusters Score -3283798 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3283874.000000 Penalty: 3329.907959
	Iteration 23Q: 3 clusters Score -3283874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3283965.000000 Penalty: 3329.907959
	Iteration 24Q: 3 clusters Score -3283965 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3284050.250000 Penalty: 3329.907959
	Iteration 25Q: 3 clusters Score -3284050 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3284124.000000 Penalty: 3329.907959
	Iteration 26Q: 3 clusters Score -3284124 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3284180.500000 Penalty: 3329.907959
	Iteration 27Q: 3 clusters Score -3284180 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3284234.250000 Penalty: 3329.907959
	Iteration 28Q: 3 clusters Score -3284234 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3284266.250000 Penalty: 3329.907959
	Iteration 29Q: 3 clusters Score -3284266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3284289.500000 Penalty: 3329.907959
	Iteration 30Q: 3 clusters Score -3284290 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3284311.000000 Penalty: 3329.907959
	Iteration 31Q: 3 clusters Score -3284311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3284329.250000 Penalty: 3329.907959
	Iteration 32Q: 3 clusters Score -3284329 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3284348.000000 Penalty: 3329.907959
	Iteration 33Q: 3 clusters Score -3284348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3284365.250000 Penalty: 3329.907959
	Iteration 34Q: 3 clusters Score -3284365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3284384.750000 Penalty: 3329.907959
	Iteration 35Q: 3 clusters Score -3284385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3284405.750000 Penalty: 3329.907959
	Iteration 36Q: 3 clusters Score -3284406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3284408.000000 Penalty: 3329.907959
	Iteration 37Q: 3 clusters Score -3284408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3284417.750000 Penalty: 3329.907959
	Iteration 38Q: 3 clusters Score -3284418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -3284417.750000 Penalty: 3329.907959
	Iteration 39Q: 3 clusters Score -3284418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3284423.750000 Penalty: 3329.907959
	Iteration 40F: 3 clusters Score -3284424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3284433.250000 Penalty: 3329.907959
	Iteration 41Q: 3 clusters Score -3284433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3284438.250000 Penalty: 3329.907959
	Iteration 42Q: 3 clusters Score -3284438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3284453.000000 Penalty: 3329.907959
	Iteration 43Q: 3 clusters Score -3284453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3284455.750000 Penalty: 3329.907959
	Iteration 44Q: 3 clusters Score -3284456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3284465.000000 Penalty: 3329.907959
	Iteration 45Q: 3 clusters Score -3284465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3284473.500000 Penalty: 3329.907959
	Iteration 46Q: 3 clusters Score -3284474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3284482.500000 Penalty: 3329.907959
	Iteration 47Q: 3 clusters Score -3284482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3284482.500000 Penalty: 3329.907959
	Iteration 48Q: 3 clusters Score -3284482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -3284481.750000 Penalty: 3329.907959
	Iteration 49Q: 3 clusters Score -3284482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3284483.750000 Penalty: 3329.907959
	Iteration 50Q: 3 clusters Score -3284484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3284484.750000 Penalty: 3329.907959
	Iteration 51Q: 3 clusters Score -3284485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3284488.750000 Penalty: 3329.907959
	Iteration 52Q: 3 clusters Score -3284489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3284486.000000 Penalty: 3329.907959
	Iteration 53Q: 3 clusters Score -3284486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3284487.000000 Penalty: 3329.907959
	Iteration 54Q: 3 clusters Score -3284487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3284486.750000 Penalty: 3329.907959
	Iteration 55Q: 3 clusters Score -3284487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3284488.750000 Penalty: 3329.907959
	Iteration 56Q: 3 clusters Score -3284489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3284489.000000 Penalty: 3329.907959
	Iteration 57Q: 3 clusters Score -3284489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3284491.000000 Penalty: 3329.907959
	Iteration 58Q: 3 clusters Score -3284491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3284494.000000 Penalty: 3329.907959
	Iteration 59Q: 3 clusters Score -3284494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3284496.000000 Penalty: 3329.907959
	Iteration 60F: 3 clusters Score -3284496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3284492.000000 Penalty: 3329.907959
	Iteration 61Q: 3 clusters Score -3284492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3284490.000000 Penalty: 3329.907959
	Iteration 62Q: 3 clusters Score -3284490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3284490.000000 Penalty: 3329.907959
	Iteration 63F: 3 clusters Score -3284490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (139413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139413 members 
Entering Unmasked Estep 
Score: -16218398.000000 Penalty: 1924.844360
	Iteration 0F: 2 clusters Score -1.62184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -16149779.000000 Penalty: 3849.688721
	Iteration 0F: 3 clusters Score -1.614978e+07 nChanged 66896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -16188995.000000 Penalty: 3849.688721
	Iteration 1F: 3 clusters Score -1.6189e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
Score: -16189700.000000 Penalty: 3849.688721
	Iteration 2Q: 3 clusters Score -1.61897e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -16190398.000000 Penalty: 3849.688721
	Iteration 3Q: 3 clusters Score -1.61904e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -16191376.000000 Penalty: 3849.688721
	Iteration 4Q: 3 clusters Score -1.619138e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -16192586.000000 Penalty: 3849.688721
	Iteration 5Q: 3 clusters Score -1.619259e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -16194741.000000 Penalty: 3849.688721
	Iteration 6Q: 3 clusters Score -1.619474e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -16197951.000000 Penalty: 3849.688721
	Iteration 7Q: 3 clusters Score -1.619795e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -16203062.000000 Penalty: 3849.688721
	Iteration 8F: 3 clusters Score -1.620306e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -16209177.000000 Penalty: 3849.688721
	Iteration 9F: 3 clusters Score -1.620918e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -16214752.000000 Penalty: 3849.688721
	Iteration 10F: 3 clusters Score -1.621475e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -16217788.000000 Penalty: 3849.688721
	Iteration 11F: 3 clusters Score -1.621779e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 87430 members 
Entering Unmasked Estep 
Score: -16218858.000000 Penalty: 3849.688721
	Iteration 12Q: 3 clusters Score -1.621886e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -16219285.000000 Penalty: 3849.688721
	Iteration 13Q: 3 clusters Score -1.621928e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 86479 members 
Entering Unmasked Estep 
Score: -16219610.000000 Penalty: 3849.688721
	Iteration 14Q: 3 clusters Score -1.621961e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -16219740.000000 Penalty: 3849.688721
	Iteration 15Q: 3 clusters Score -1.621974e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 85443 members 
Entering Unmasked Estep 
Score: -16219853.000000 Penalty: 3849.688721
	Iteration 16Q: 3 clusters Score -1.621985e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -16220042.000000 Penalty: 3849.688721
	Iteration 17Q: 3 clusters Score -1.622004e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -16220230.000000 Penalty: 3849.688721
	Iteration 18Q: 3 clusters Score -1.622023e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -16220371.000000 Penalty: 3849.688721
	Iteration 19Q: 3 clusters Score -1.622037e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -16220505.000000 Penalty: 3849.688721
	Iteration 20F: 3 clusters Score -1.62205e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -16220695.000000 Penalty: 3849.688721
	Iteration 21Q: 3 clusters Score -1.62207e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -16220784.000000 Penalty: 3849.688721
	Iteration 22Q: 3 clusters Score -1.622078e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -16220866.000000 Penalty: 3849.688721
	Iteration 23Q: 3 clusters Score -1.622087e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -16220962.000000 Penalty: 3849.688721
	Iteration 24Q: 3 clusters Score -1.622096e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -16221078.000000 Penalty: 3849.688721
	Iteration 25Q: 3 clusters Score -1.622108e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -16221168.000000 Penalty: 3849.688721
	Iteration 26Q: 3 clusters Score -1.622117e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56921 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -16221183.000000 Penalty: 3849.688721
	Iteration 27Q: 3 clusters Score -1.622118e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -16221245.000000 Penalty: 3849.688721
	Iteration 28Q: 3 clusters Score -1.622124e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -16221325.000000 Penalty: 3849.688721
	Iteration 29Q: 3 clusters Score -1.622132e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -16221402.000000 Penalty: 3849.688721
	Iteration 30Q: 3 clusters Score -1.62214e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -16221467.000000 Penalty: 3849.688721
	Iteration 31Q: 3 clusters Score -1.622147e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -16221528.000000 Penalty: 3849.688721
	Iteration 32Q: 3 clusters Score -1.622153e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -16221535.000000 Penalty: 3849.688721
	Iteration 33Q: 3 clusters Score -1.622154e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -16221604.000000 Penalty: 3849.688721
	Iteration 34Q: 3 clusters Score -1.62216e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -16221653.000000 Penalty: 3849.688721
	Iteration 35Q: 3 clusters Score -1.622165e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -16221747.000000 Penalty: 3849.688721
	Iteration 36Q: 3 clusters Score -1.622175e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -16221782.000000 Penalty: 3849.688721
	Iteration 37Q: 3 clusters Score -1.622178e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56773 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -16221815.000000 Penalty: 3849.688721
	Iteration 38Q: 3 clusters Score -1.622182e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 82717 members 
Entering Unmasked Estep 
Score: -16221878.000000 Penalty: 3849.688721
	Iteration 39Q: 3 clusters Score -1.622188e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -16221926.000000 Penalty: 3849.688721
	Iteration 40F: 3 clusters Score -1.622193e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -16222047.000000 Penalty: 3849.688721
	Iteration 41Q: 3 clusters Score -1.622205e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -16222134.000000 Penalty: 3849.688721
	Iteration 42Q: 3 clusters Score -1.622213e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -16222094.000000 Penalty: 3849.688721
	Iteration 43Q: 3 clusters Score -1.622209e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -16222111.000000 Penalty: 3849.688721
	Iteration 44Q: 3 clusters Score -1.622211e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -16222124.000000 Penalty: 3849.688721
	Iteration 45Q: 3 clusters Score -1.622212e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -16222142.000000 Penalty: 3849.688721
	Iteration 46Q: 3 clusters Score -1.622214e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -16222160.000000 Penalty: 3849.688721
	Iteration 47Q: 3 clusters Score -1.622216e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -16222195.000000 Penalty: 3849.688721
	Iteration 48Q: 3 clusters Score -1.62222e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 83448 members 
Entering Unmasked Estep 
Score: -16222208.000000 Penalty: 3849.688721
	Iteration 49Q: 3 clusters Score -1.622221e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -16222256.000000 Penalty: 3849.688721
	Iteration 50Q: 3 clusters Score -1.622226e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -16222223.000000 Penalty: 3849.688721
	Iteration 51Q: 3 clusters Score -1.622222e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 83699 members 
Entering Unmasked Estep 
Score: -16222260.000000 Penalty: 3849.688721
	Iteration 52Q: 3 clusters Score -1.622226e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 83757 members 
Entering Unmasked Estep 
Score: -16222275.000000 Penalty: 3849.688721
	Iteration 53Q: 3 clusters Score -1.622228e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -16222285.000000 Penalty: 3849.688721
	Iteration 54Q: 3 clusters Score -1.622228e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -16222320.000000 Penalty: 3849.688721
	Iteration 55Q: 3 clusters Score -1.622232e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -16222314.000000 Penalty: 3849.688721
	Iteration 56Q: 3 clusters Score -1.622231e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 83933 members 
Entering Unmasked Estep 
Score: -16222292.000000 Penalty: 3849.688721
	Iteration 57Q: 3 clusters Score -1.622229e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -16222317.000000 Penalty: 3849.688721
	Iteration 58Q: 3 clusters Score -1.622232e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 83980 members 
Entering Unmasked Estep 
Score: -16222301.000000 Penalty: 3849.688721
	Iteration 59Q: 3 clusters Score -1.62223e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -16222341.000000 Penalty: 3849.688721
	Iteration 60F: 3 clusters Score -1.622234e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -16222353.000000 Penalty: 3849.688721
	Iteration 61Q: 3 clusters Score -1.622235e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -16222363.000000 Penalty: 3849.688721
	Iteration 62Q: 3 clusters Score -1.622236e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -16222365.000000 Penalty: 3849.688721
	Iteration 63Q: 3 clusters Score -1.622236e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -16222413.000000 Penalty: 3849.688721
	Iteration 64Q: 3 clusters Score -1.622241e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
Score: -16222472.000000 Penalty: 3849.688721
	Iteration 65Q: 3 clusters Score -1.622247e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 84103 members 
Entering Unmasked Estep 
Score: -16222457.000000 Penalty: 3849.688721
	Iteration 66Q: 3 clusters Score -1.622246e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 84085 members 
Entering Unmasked Estep 
Score: -16222482.000000 Penalty: 3849.688721
	Iteration 67Q: 3 clusters Score -1.622248e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -16222500.000000 Penalty: 3849.688721
	Iteration 68Q: 3 clusters Score -1.62225e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -16222513.000000 Penalty: 3849.688721
	Iteration 69Q: 3 clusters Score -1.622251e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -16222527.000000 Penalty: 3849.688721
	Iteration 70Q: 3 clusters Score -1.622253e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -16222533.000000 Penalty: 3849.688721
	Iteration 71Q: 3 clusters Score -1.622253e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -16222529.000000 Penalty: 3849.688721
	Iteration 72Q: 3 clusters Score -1.622253e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -16222541.000000 Penalty: 3849.688721
	Iteration 73Q: 3 clusters Score -1.622254e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -16222542.000000 Penalty: 3849.688721
	Iteration 74Q: 3 clusters Score -1.622254e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -16222566.000000 Penalty: 3849.688721
	Iteration 75Q: 3 clusters Score -1.622257e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -16222613.000000 Penalty: 3849.688721
	Iteration 76Q: 3 clusters Score -1.622261e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -16222639.000000 Penalty: 3849.688721
	Iteration 77Q: 3 clusters Score -1.622264e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -16222651.000000 Penalty: 3849.688721
	Iteration 78Q: 3 clusters Score -1.622265e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -16222653.000000 Penalty: 3849.688721
	Iteration 79Q: 3 clusters Score -1.622265e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -16222714.000000 Penalty: 3849.688721
	Iteration 80F: 3 clusters Score -1.622271e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -16222733.000000 Penalty: 3849.688721
	Iteration 81Q: 3 clusters Score -1.622273e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -16222724.000000 Penalty: 3849.688721
	Iteration 82Q: 3 clusters Score -1.622272e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 83986 members 
Entering Unmasked Estep 
Score: -16222771.000000 Penalty: 3849.688721
	Iteration 83Q: 3 clusters Score -1.622277e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -16222799.000000 Penalty: 3849.688721
	Iteration 84Q: 3 clusters Score -1.62228e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -16222794.000000 Penalty: 3849.688721
	Iteration 85Q: 3 clusters Score -1.622279e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -16222843.000000 Penalty: 3849.688721
	Iteration 86Q: 3 clusters Score -1.622284e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -16222875.000000 Penalty: 3849.688721
	Iteration 87Q: 3 clusters Score -1.622288e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -16222872.000000 Penalty: 3849.688721
	Iteration 88Q: 3 clusters Score -1.622287e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 83978 members 
Entering Unmasked Estep 
Score: -16222878.000000 Penalty: 3849.688721
	Iteration 89Q: 3 clusters Score -1.622288e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 83995 members 
Entering Unmasked Estep 
Score: -16222872.000000 Penalty: 3849.688721
	Iteration 90Q: 3 clusters Score -1.622287e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -16222872.000000 Penalty: 3849.688721
	Iteration 91Q: 3 clusters Score -1.622287e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -16222920.000000 Penalty: 3849.688721
	Iteration 92Q: 3 clusters Score -1.622292e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -16222946.000000 Penalty: 3849.688721
	Iteration 93Q: 3 clusters Score -1.622295e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -16222957.000000 Penalty: 3849.688721
	Iteration 94Q: 3 clusters Score -1.622296e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -16222945.000000 Penalty: 3849.688721
	Iteration 95Q: 3 clusters Score -1.622294e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -16222956.000000 Penalty: 3849.688721
	Iteration 96Q: 3 clusters Score -1.622296e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -16222956.000000 Penalty: 3849.688721
	Iteration 97Q: 3 clusters Score -1.622296e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 84153 members 
Entering Unmasked Estep 
Score: -16222979.000000 Penalty: 3849.688721
	Iteration 98Q: 3 clusters Score -1.622298e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -16223001.000000 Penalty: 3849.688721
	Iteration 99Q: 3 clusters Score -1.6223e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -16223018.000000 Penalty: 3849.688721
	Iteration 100F: 3 clusters Score -1.622302e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -16223037.000000 Penalty: 3849.688721
	Iteration 101Q: 3 clusters Score -1.622304e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -16223048.000000 Penalty: 3849.688721
	Iteration 102Q: 3 clusters Score -1.622305e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 84267 members 
Entering Unmasked Estep 
Score: -16223054.000000 Penalty: 3849.688721
	Iteration 103Q: 3 clusters Score -1.622305e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -16223047.000000 Penalty: 3849.688721
	Iteration 104Q: 3 clusters Score -1.622305e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 84288 members 
Entering Unmasked Estep 
Score: -16223041.000000 Penalty: 3849.688721
	Iteration 105Q: 3 clusters Score -1.622304e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -16223058.000000 Penalty: 3849.688721
	Iteration 106Q: 3 clusters Score -1.622306e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -16223113.000000 Penalty: 3849.688721
	Iteration 107Q: 3 clusters Score -1.622311e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -16223099.000000 Penalty: 3849.688721
	Iteration 108Q: 3 clusters Score -1.62231e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -16223083.000000 Penalty: 3849.688721
	Iteration 109Q: 3 clusters Score -1.622308e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -16223089.000000 Penalty: 3849.688721
	Iteration 110Q: 3 clusters Score -1.622309e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -16223097.000000 Penalty: 3849.688721
	Iteration 111Q: 3 clusters Score -1.62231e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -16223124.000000 Penalty: 3849.688721
	Iteration 112Q: 3 clusters Score -1.622312e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -16223121.000000 Penalty: 3849.688721
	Iteration 113Q: 3 clusters Score -1.622312e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -16223117.000000 Penalty: 3849.688721
	Iteration 114Q: 3 clusters Score -1.622312e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -16223117.000000 Penalty: 3849.688721
	Iteration 115Q: 3 clusters Score -1.622312e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -16223115.000000 Penalty: 3849.688721
	Iteration 116Q: 3 clusters Score -1.622312e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -16223091.000000 Penalty: 3849.688721
	Iteration 117Q: 3 clusters Score -1.622309e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 84479 members 
Entering Unmasked Estep 
Score: -16223093.000000 Penalty: 3849.688721
	Iteration 118Q: 3 clusters Score -1.622309e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -16223102.000000 Penalty: 3849.688721
	Iteration 119Q: 3 clusters Score -1.62231e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -16223124.000000 Penalty: 3849.688721
	Iteration 120F: 3 clusters Score -1.622312e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 84492 members 
Entering Unmasked Estep 
Score: -16223116.000000 Penalty: 3849.688721
	Iteration 121Q: 3 clusters Score -1.622312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 84505 members 
Entering Unmasked Estep 
Score: -16223093.000000 Penalty: 3849.688721
	Iteration 122Q: 3 clusters Score -1.622309e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -16223082.000000 Penalty: 3849.688721
	Iteration 123Q: 3 clusters Score -1.622308e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
Score: -16223077.000000 Penalty: 3849.688721
	Iteration 124Q: 3 clusters Score -1.622308e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 84540 members 
Entering Unmasked Estep 
Score: -16223067.000000 Penalty: 3849.688721
	Iteration 125Q: 3 clusters Score -1.622307e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 84557 members 
Entering Unmasked Estep 
Score: -16223073.000000 Penalty: 3849.688721
	Iteration 126Q: 3 clusters Score -1.622307e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 84572 members 
Entering Unmasked Estep 
Score: -16223086.000000 Penalty: 3849.688721
	Iteration 127Q: 3 clusters Score -1.622309e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -16223078.000000 Penalty: 3849.688721
	Iteration 128Q: 3 clusters Score -1.622308e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 84610 members 
Entering Unmasked Estep 
Score: -16223076.000000 Penalty: 3849.688721
	Iteration 129Q: 3 clusters Score -1.622308e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
Score: -16223102.000000 Penalty: 3849.688721
	Iteration 130Q: 3 clusters Score -1.62231e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -16223120.000000 Penalty: 3849.688721
	Iteration 131Q: 3 clusters Score -1.622312e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -16223116.000000 Penalty: 3849.688721
	Iteration 132Q: 3 clusters Score -1.622312e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 84711 members 
Entering Unmasked Estep 
Score: -16223118.000000 Penalty: 3849.688721
	Iteration 133Q: 3 clusters Score -1.622312e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 84731 members 
Entering Unmasked Estep 
Score: -16223109.000000 Penalty: 3849.688721
	Iteration 134Q: 3 clusters Score -1.622311e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -16223113.000000 Penalty: 3849.688721
	Iteration 135Q: 3 clusters Score -1.622311e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -16223118.000000 Penalty: 3849.688721
	Iteration 136Q: 3 clusters Score -1.622312e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
Score: -16223132.000000 Penalty: 3849.688721
	Iteration 137Q: 3 clusters Score -1.622313e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -16223111.000000 Penalty: 3849.688721
	Iteration 138Q: 3 clusters Score -1.622311e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 84800 members 
Entering Unmasked Estep 
Score: -16223126.000000 Penalty: 3849.688721
	Iteration 139Q: 3 clusters Score -1.622313e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 84802 members 
Entering Unmasked Estep 
Score: -16223123.000000 Penalty: 3849.688721
	Iteration 140F: 3 clusters Score -1.622312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -16223107.000000 Penalty: 3849.688721
	Iteration 141Q: 3 clusters Score -1.622311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 84816 members 
Entering Unmasked Estep 
Score: -16223116.000000 Penalty: 3849.688721
	Iteration 142Q: 3 clusters Score -1.622312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -16223109.000000 Penalty: 3849.688721
	Iteration 143Q: 3 clusters Score -1.622311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -16223116.000000 Penalty: 3849.688721
	Iteration 144Q: 3 clusters Score -1.622312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 84829 members 
Entering Unmasked Estep 
Score: -16223108.000000 Penalty: 3849.688721
	Iteration 145Q: 3 clusters Score -1.622311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -16223108.000000 Penalty: 3849.688721
	Iteration 146Q: 3 clusters Score -1.622311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -16223101.000000 Penalty: 3849.688721
	Iteration 147Q: 3 clusters Score -1.62231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -16223110.000000 Penalty: 3849.688721
	Iteration 148Q: 3 clusters Score -1.622311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -16223104.000000 Penalty: 3849.688721
	Iteration 149Q: 3 clusters Score -1.62231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -16223110.000000 Penalty: 3849.688721
	Iteration 150Q: 3 clusters Score -1.622311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -16223109.000000 Penalty: 3849.688721
	Iteration 151Q: 3 clusters Score -1.622311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -16223092.000000 Penalty: 3849.688721
	Iteration 152Q: 3 clusters Score -1.622309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -16223119.000000 Penalty: 3849.688721
	Iteration 153Q: 3 clusters Score -1.622312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -16223117.000000 Penalty: 3849.688721
	Iteration 154Q: 3 clusters Score -1.622312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -16223114.000000 Penalty: 3849.688721
	Iteration 155Q: 3 clusters Score -1.622311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -16223108.000000 Penalty: 3849.688721
	Iteration 156Q: 3 clusters Score -1.622311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -16223112.000000 Penalty: 3849.688721
	Iteration 157Q: 3 clusters Score -1.622311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -16223106.000000 Penalty: 3849.688721
	Iteration 158Q: 3 clusters Score -1.622311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -16223106.000000 Penalty: 3849.688721
	Iteration 159Q: 3 clusters Score -1.622311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 84884 members 
Entering Unmasked Estep 
Score: -16223106.000000 Penalty: 3849.688721
	Iteration 160F: 3 clusters Score -1.622311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 7 contains 11139 members 
Mstep: Class 8 contains 54529 members 
Mstep: Class 9 contains 18075 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 141693 members 
Mstep: Class 14 contains 9204 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 24671 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 121701 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 74636 members 
Mstep: Class 21 contains 84884 members 
Mstep: Class 22 contains 18204 members 
Mstep: Class 23 contains 4040 members 
Entering Unmasked Estep 
Score: -86126816.000000 Penalty: 50606.734375
Splitting cluster 8 changes total score from -86121568.000000 to -86126816.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (9063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Entering Unmasked Estep 
Score: -1053613.500000 Penalty: 1480.692749
	Iteration 0F: 2 clusters Score -1053614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1047028.312500 Penalty: 2961.385498
	Iteration 0F: 3 clusters Score -1047028 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1049133.375000 Penalty: 2961.385498
	Iteration 1F: 3 clusters Score -1049133 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1049502.625000 Penalty: 2961.385498
	Iteration 2F: 3 clusters Score -1049503 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1049932.625000 Penalty: 2961.385498
	Iteration 3F: 3 clusters Score -1049933 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1050441.625000 Penalty: 2961.385498
	Iteration 4F: 3 clusters Score -1050442 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1050968.250000 Penalty: 2961.385498
	Iteration 5F: 3 clusters Score -1050968 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1051457.875000 Penalty: 2961.385498
	Iteration 6F: 3 clusters Score -1051458 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1051884.375000 Penalty: 2961.385498
	Iteration 7F: 3 clusters Score -1051884 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1052216.875000 Penalty: 2961.385498
	Iteration 8Q: 3 clusters Score -1052217 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1052464.500000 Penalty: 2961.385498
	Iteration 9Q: 3 clusters Score -1052464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1052608.000000 Penalty: 2961.385498
	Iteration 10Q: 3 clusters Score -1052608 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1052683.375000 Penalty: 2961.385498
	Iteration 11Q: 3 clusters Score -1052683 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1052738.750000 Penalty: 2961.385498
	Iteration 12Q: 3 clusters Score -1052739 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1052775.875000 Penalty: 2961.385498
	Iteration 13Q: 3 clusters Score -1052776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1052790.875000 Penalty: 2961.385498
	Iteration 14Q: 3 clusters Score -1052791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1052801.500000 Penalty: 2961.385498
	Iteration 15Q: 3 clusters Score -1052802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1052807.000000 Penalty: 2961.385498
	Iteration 16Q: 3 clusters Score -1052807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1052813.000000 Penalty: 2961.385498
	Iteration 17Q: 3 clusters Score -1052813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1052816.875000 Penalty: 2961.385498
	Iteration 18Q: 3 clusters Score -1052817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1052822.500000 Penalty: 2961.385498
	Iteration 19Q: 3 clusters Score -1052822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1052826.000000 Penalty: 2961.385498
	Iteration 20F: 3 clusters Score -1052826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1052827.125000 Penalty: 2961.385498
	Iteration 21Q: 3 clusters Score -1052827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1052832.625000 Penalty: 2961.385498
	Iteration 22Q: 3 clusters Score -1052833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1052834.375000 Penalty: 2961.385498
	Iteration 23Q: 3 clusters Score -1052834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1052835.125000 Penalty: 2961.385498
	Iteration 24Q: 3 clusters Score -1052835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1052839.375000 Penalty: 2961.385498
	Iteration 25Q: 3 clusters Score -1052839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1052839.875000 Penalty: 2961.385498
	Iteration 26Q: 3 clusters Score -1052840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1052843.500000 Penalty: 2961.385498
	Iteration 27Q: 3 clusters Score -1052844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1052845.750000 Penalty: 2961.385498
	Iteration 28Q: 3 clusters Score -1052846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1052846.875000 Penalty: 2961.385498
	Iteration 29Q: 3 clusters Score -1052847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1052846.750000 Penalty: 2961.385498
	Iteration 30Q: 3 clusters Score -1052847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1052849.250000 Penalty: 2961.385498
	Iteration 31Q: 3 clusters Score -1052849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1052851.750000 Penalty: 2961.385498
	Iteration 32Q: 3 clusters Score -1052852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1052854.000000 Penalty: 2961.385498
	Iteration 33Q: 3 clusters Score -1052854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1052851.375000 Penalty: 2961.385498
	Iteration 34Q: 3 clusters Score -1052851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1052853.625000 Penalty: 2961.385498
	Iteration 35Q: 3 clusters Score -1052854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1052852.625000 Penalty: 2961.385498
	Iteration 36Q: 3 clusters Score -1052853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1052856.375000 Penalty: 2961.385498
	Iteration 37Q: 3 clusters Score -1052856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1052857.125000 Penalty: 2961.385498
	Iteration 38Q: 3 clusters Score -1052857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1052857.750000 Penalty: 2961.385498
	Iteration 39Q: 3 clusters Score -1052858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1052858.625000 Penalty: 2961.385498
	Iteration 40F: 3 clusters Score -1052859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -134868.109375 Penalty: 1182.777222
	Iteration 0F: 2 clusters Score -134868.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133501.906250 Penalty: 2365.554443
	Iteration 0F: 3 clusters Score -133501.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -136079.812500 Penalty: 2365.554443
	Iteration 1F: 3 clusters Score -136079.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -138502.015625 Penalty: 2365.554443
	Iteration 2F: 3 clusters Score -138502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -139390.281250 Penalty: 2365.554443
	Iteration 3F: 3 clusters Score -139390.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -139744.859375 Penalty: 2365.554443
	Iteration 4Q: 3 clusters Score -139744.9 nChanged 45
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: -139938.578125 Penalty: 2365.554443
	Iteration 5Q: 3 clusters Score -139938.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -140048.218750 Penalty: 2365.554443
	Iteration 6Q: 3 clusters Score -140048.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -140208.984375 Penalty: 2365.554443
	Iteration 7Q: 3 clusters Score -140209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -140454.109375 Penalty: 2365.554443
	Iteration 8Q: 3 clusters Score -140454.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -140661.171875 Penalty: 2365.554443
	Iteration 9Q: 3 clusters Score -140661.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -140736.796875 Penalty: 2365.554443
	Iteration 10Q: 3 clusters Score -140736.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -140769.656250 Penalty: 2365.554443
	Iteration 11Q: 3 clusters Score -140769.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -140771.203125 Penalty: 2365.554443
	Iteration 12Q: 3 clusters Score -140771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -140771.203125 Penalty: 2365.554443
	Iteration 13F: 3 clusters Score -140771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 7 contains 11139 members 
Mstep: Class 8 contains 54529 members 
Mstep: Class 9 contains 18075 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 141693 members 
Mstep: Class 14 contains 9204 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 24671 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 121701 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 74636 members 
Mstep: Class 21 contains 84884 members 
Mstep: Class 22 contains 18204 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 873 members 
Entering Unmasked Estep 
Score: -86131704.000000 Penalty: 52807.027344
Splitting cluster 11 changes total score from -86121568.000000 to -86131704.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (85203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Entering Unmasked Estep 
Score: -9903485.000000 Penalty: 1844.828613
	Iteration 0F: 2 clusters Score -9903485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -9847625.000000 Penalty: 3689.657227
	Iteration 0F: 3 clusters Score -9847625 nChanged 40610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -9871091.000000 Penalty: 3689.657227
	Iteration 1F: 3 clusters Score -9871091 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -9871843.000000 Penalty: 3689.657227
	Iteration 2Q: 3 clusters Score -9871843 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -9872930.000000 Penalty: 3689.657227
	Iteration 3Q: 3 clusters Score -9872930 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -9874613.000000 Penalty: 3689.657227
	Iteration 4Q: 3 clusters Score -9874613 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -9877325.000000 Penalty: 3689.657227
	Iteration 5F: 3 clusters Score -9877325 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -9881332.000000 Penalty: 3689.657227
	Iteration 6F: 3 clusters Score -9881332 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -9886272.000000 Penalty: 3689.657227
	Iteration 7F: 3 clusters Score -9886272 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -9891180.000000 Penalty: 3689.657227
	Iteration 8F: 3 clusters Score -9891180 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -9894824.000000 Penalty: 3689.657227
	Iteration 9F: 3 clusters Score -9894824 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -9897112.000000 Penalty: 3689.657227
	Iteration 10Q: 3 clusters Score -9897112 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -9898560.000000 Penalty: 3689.657227
	Iteration 11Q: 3 clusters Score -9898560 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -9899492.000000 Penalty: 3689.657227
	Iteration 12Q: 3 clusters Score -9899492 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -9900137.000000 Penalty: 3689.657227
	Iteration 13Q: 3 clusters Score -9900137 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -9900725.000000 Penalty: 3689.657227
	Iteration 14Q: 3 clusters Score -9900725 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -9901199.000000 Penalty: 3689.657227
	Iteration 15Q: 3 clusters Score -9901199 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -9901462.000000 Penalty: 3689.657227
	Iteration 16Q: 3 clusters Score -9901462 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -9901582.000000 Penalty: 3689.657227
	Iteration 17Q: 3 clusters Score -9901582 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -9901719.000000 Penalty: 3689.657227
	Iteration 18Q: 3 clusters Score -9901719 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -9901871.000000 Penalty: 3689.657227
	Iteration 19Q: 3 clusters Score -9901871 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -9901966.000000 Penalty: 3689.657227
	Iteration 20F: 3 clusters Score -9901966 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -9902035.000000 Penalty: 3689.657227
	Iteration 21Q: 3 clusters Score -9902035 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -9902113.000000 Penalty: 3689.657227
	Iteration 22Q: 3 clusters Score -9902113 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -9902176.000000 Penalty: 3689.657227
	Iteration 23Q: 3 clusters Score -9902176 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
Score: -9902252.000000 Penalty: 3689.657227
	Iteration 24Q: 3 clusters Score -9902252 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -9902252.000000 Penalty: 3689.657227
	Iteration 25Q: 3 clusters Score -9902252 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -9902294.000000 Penalty: 3689.657227
	Iteration 26Q: 3 clusters Score -9902294 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -9902319.000000 Penalty: 3689.657227
	Iteration 27Q: 3 clusters Score -9902319 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 83169 members 
Entering Unmasked Estep 
Score: -9902340.000000 Penalty: 3689.657227
	Iteration 28Q: 3 clusters Score -9902340 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -9902342.000000 Penalty: 3689.657227
	Iteration 29Q: 3 clusters Score -9902342 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -9902364.000000 Penalty: 3689.657227
	Iteration 30Q: 3 clusters Score -9902364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -9902393.000000 Penalty: 3689.657227
	Iteration 31Q: 3 clusters Score -9902393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -9902389.000000 Penalty: 3689.657227
	Iteration 32Q: 3 clusters Score -9902389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -9902412.000000 Penalty: 3689.657227
	Iteration 33Q: 3 clusters Score -9902412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -9902434.000000 Penalty: 3689.657227
	Iteration 34Q: 3 clusters Score -9902434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -9902428.000000 Penalty: 3689.657227
	Iteration 35Q: 3 clusters Score -9902428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 83747 members 
Entering Unmasked Estep 
Score: -9902425.000000 Penalty: 3689.657227
	Iteration 36Q: 3 clusters Score -9902425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -9902433.000000 Penalty: 3689.657227
	Iteration 37Q: 3 clusters Score -9902433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -9902419.000000 Penalty: 3689.657227
	Iteration 38Q: 3 clusters Score -9902419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 83841 members 
Entering Unmasked Estep 
Score: -9902411.000000 Penalty: 3689.657227
	Iteration 39Q: 3 clusters Score -9902411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -9902412.000000 Penalty: 3689.657227
	Iteration 40F: 3 clusters Score -9902412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -9902422.000000 Penalty: 3689.657227
	Iteration 41Q: 3 clusters Score -9902422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 83883 members 
Entering Unmasked Estep 
Score: -9902419.000000 Penalty: 3689.657227
	Iteration 42Q: 3 clusters Score -9902419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -9902434.000000 Penalty: 3689.657227
	Iteration 43Q: 3 clusters Score -9902434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
Score: -9902436.000000 Penalty: 3689.657227
	Iteration 44Q: 3 clusters Score -9902436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -9902443.000000 Penalty: 3689.657227
	Iteration 45Q: 3 clusters Score -9902443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -9902442.000000 Penalty: 3689.657227
	Iteration 46Q: 3 clusters Score -9902442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -9902439.000000 Penalty: 3689.657227
	Iteration 47Q: 3 clusters Score -9902439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -9902442.000000 Penalty: 3689.657227
	Iteration 48Q: 3 clusters Score -9902442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 83939 members 
Entering Unmasked Estep 
Score: -9902443.000000 Penalty: 3689.657227
	Iteration 49Q: 3 clusters Score -9902443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -9902448.000000 Penalty: 3689.657227
	Iteration 50Q: 3 clusters Score -9902448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -9902443.000000 Penalty: 3689.657227
	Iteration 51Q: 3 clusters Score -9902443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -9902438.000000 Penalty: 3689.657227
	Iteration 52Q: 3 clusters Score -9902438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -9902450.000000 Penalty: 3689.657227
	Iteration 53Q: 3 clusters Score -9902450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -9902445.000000 Penalty: 3689.657227
	Iteration 54Q: 3 clusters Score -9902445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -9902442.000000 Penalty: 3689.657227
	Iteration 55Q: 3 clusters Score -9902442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -9902443.000000 Penalty: 3689.657227
	Iteration 56Q: 3 clusters Score -9902443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 83964 members 
Entering Unmasked Estep 
Score: -9902446.000000 Penalty: 3689.657227
	Iteration 57Q: 3 clusters Score -9902446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -9902444.000000 Penalty: 3689.657227
	Iteration 58Q: 3 clusters Score -9902444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -9902447.000000 Penalty: 3689.657227
	Iteration 59Q: 3 clusters Score -9902447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -9902446.000000 Penalty: 3689.657227
	Iteration 60F: 3 clusters Score -9902446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (141693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141693 members 
Entering Unmasked Estep 
Score: -16539475.000000 Penalty: 1927.480347
	Iteration 0F: 2 clusters Score -1.653948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -16465101.000000 Penalty: 3854.960693
	Iteration 0F: 3 clusters Score -1.64651e+07 nChanged 68645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64821 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -16506203.000000 Penalty: 3854.960693
	Iteration 1F: 3 clusters Score -1.65062e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 80469 members 
Entering Unmasked Estep 
Score: -16507551.000000 Penalty: 3854.960693
	Iteration 2Q: 3 clusters Score -1.650755e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -16509461.000000 Penalty: 3854.960693
	Iteration 3Q: 3 clusters Score -1.650946e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 92906 members 
Entering Unmasked Estep 
Score: -16512864.000000 Penalty: 3854.960693
	Iteration 4F: 3 clusters Score -1.651286e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -16518038.000000 Penalty: 3854.960693
	Iteration 5F: 3 clusters Score -1.651804e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -16524998.000000 Penalty: 3854.960693
	Iteration 6F: 3 clusters Score -1.6525e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 118812 members 
Entering Unmasked Estep 
Score: -16530115.000000 Penalty: 3854.960693
	Iteration 7F: 3 clusters Score -1.653012e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 125063 members 
Entering Unmasked Estep 
Score: -16533322.000000 Penalty: 3854.960693
	Iteration 8Q: 3 clusters Score -1.653332e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 129191 members 
Entering Unmasked Estep 
Score: -16534945.000000 Penalty: 3854.960693
	Iteration 9Q: 3 clusters Score -1.653494e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 131845 members 
Entering Unmasked Estep 
Score: -16535743.000000 Penalty: 3854.960693
	Iteration 10Q: 3 clusters Score -1.653574e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 133616 members 
Entering Unmasked Estep 
Score: -16536230.000000 Penalty: 3854.960693
	Iteration 11Q: 3 clusters Score -1.653623e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 134912 members 
Entering Unmasked Estep 
Score: -16536364.000000 Penalty: 3854.960693
	Iteration 12Q: 3 clusters Score -1.653636e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 135930 members 
Entering Unmasked Estep 
Score: -16536639.000000 Penalty: 3854.960693
	Iteration 13Q: 3 clusters Score -1.653664e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 136736 members 
Entering Unmasked Estep 
Score: -16536794.000000 Penalty: 3854.960693
	Iteration 14Q: 3 clusters Score -1.653679e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 137386 members 
Entering Unmasked Estep 
Score: -16536999.000000 Penalty: 3854.960693
	Iteration 15Q: 3 clusters Score -1.6537e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 137890 members 
Entering Unmasked Estep 
Score: -16537100.000000 Penalty: 3854.960693
	Iteration 16Q: 3 clusters Score -1.65371e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 138338 members 
Entering Unmasked Estep 
Score: -16537224.000000 Penalty: 3854.960693
	Iteration 17Q: 3 clusters Score -1.653722e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 138705 members 
Entering Unmasked Estep 
Score: -16537301.000000 Penalty: 3854.960693
	Iteration 18Q: 3 clusters Score -1.65373e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 139014 members 
Entering Unmasked Estep 
Score: -16537358.000000 Penalty: 3854.960693
	Iteration 19Q: 3 clusters Score -1.653736e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 139279 members 
Entering Unmasked Estep 
Score: -16537410.000000 Penalty: 3854.960693
	Iteration 20F: 3 clusters Score -1.653741e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 139512 members 
Entering Unmasked Estep 
Score: -16537448.000000 Penalty: 3854.960693
	Iteration 21Q: 3 clusters Score -1.653745e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 139707 members 
Entering Unmasked Estep 
Score: -16537473.000000 Penalty: 3854.960693
	Iteration 22Q: 3 clusters Score -1.653747e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 139854 members 
Entering Unmasked Estep 
Score: -16537474.000000 Penalty: 3854.960693
	Iteration 23Q: 3 clusters Score -1.653747e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 139988 members 
Entering Unmasked Estep 
Score: -16537507.000000 Penalty: 3854.960693
	Iteration 24Q: 3 clusters Score -1.653751e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 140082 members 
Entering Unmasked Estep 
Score: -16537518.000000 Penalty: 3854.960693
	Iteration 25Q: 3 clusters Score -1.653752e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 140159 members 
Entering Unmasked Estep 
Score: -16537593.000000 Penalty: 3854.960693
	Iteration 26Q: 3 clusters Score -1.653759e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 140236 members 
Entering Unmasked Estep 
Score: -16537609.000000 Penalty: 3854.960693
	Iteration 27Q: 3 clusters Score -1.653761e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 140303 members 
Entering Unmasked Estep 
Score: -16537648.000000 Penalty: 3854.960693
	Iteration 28Q: 3 clusters Score -1.653765e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 140365 members 
Entering Unmasked Estep 
Score: -16537692.000000 Penalty: 3854.960693
	Iteration 29Q: 3 clusters Score -1.653769e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 140425 members 
Entering Unmasked Estep 
Score: -16537704.000000 Penalty: 3854.960693
	Iteration 30Q: 3 clusters Score -1.65377e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 140475 members 
Entering Unmasked Estep 
Score: -16537707.000000 Penalty: 3854.960693
	Iteration 31Q: 3 clusters Score -1.653771e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 140517 members 
Entering Unmasked Estep 
Score: -16537738.000000 Penalty: 3854.960693
	Iteration 32Q: 3 clusters Score -1.653774e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 140554 members 
Entering Unmasked Estep 
Score: -16537743.000000 Penalty: 3854.960693
	Iteration 33Q: 3 clusters Score -1.653774e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 140588 members 
Entering Unmasked Estep 
Score: -16537748.000000 Penalty: 3854.960693
	Iteration 34Q: 3 clusters Score -1.653775e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 140622 members 
Entering Unmasked Estep 
Score: -16537751.000000 Penalty: 3854.960693
	Iteration 35Q: 3 clusters Score -1.653775e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 140649 members 
Entering Unmasked Estep 
Score: -16537772.000000 Penalty: 3854.960693
	Iteration 36Q: 3 clusters Score -1.653777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 140655 members 
Entering Unmasked Estep 
Score: -16537798.000000 Penalty: 3854.960693
	Iteration 37Q: 3 clusters Score -1.65378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 140666 members 
Entering Unmasked Estep 
Score: -16537788.000000 Penalty: 3854.960693
	Iteration 38Q: 3 clusters Score -1.653779e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 140683 members 
Entering Unmasked Estep 
Score: -16537799.000000 Penalty: 3854.960693
	Iteration 39Q: 3 clusters Score -1.65378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 140699 members 
Entering Unmasked Estep 
Score: -16537814.000000 Penalty: 3854.960693
	Iteration 40F: 3 clusters Score -1.653781e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 140718 members 
Entering Unmasked Estep 
Score: -16537836.000000 Penalty: 3854.960693
	Iteration 41Q: 3 clusters Score -1.653784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 140727 members 
Entering Unmasked Estep 
Score: -16537839.000000 Penalty: 3854.960693
	Iteration 42Q: 3 clusters Score -1.653784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 140736 members 
Entering Unmasked Estep 
Score: -16537857.000000 Penalty: 3854.960693
	Iteration 43Q: 3 clusters Score -1.653786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 140747 members 
Entering Unmasked Estep 
Score: -16537858.000000 Penalty: 3854.960693
	Iteration 44Q: 3 clusters Score -1.653786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 140758 members 
Entering Unmasked Estep 
Score: -16537865.000000 Penalty: 3854.960693
	Iteration 45Q: 3 clusters Score -1.653786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 140765 members 
Entering Unmasked Estep 
Score: -16537857.000000 Penalty: 3854.960693
	Iteration 46Q: 3 clusters Score -1.653786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 140770 members 
Entering Unmasked Estep 
Score: -16537863.000000 Penalty: 3854.960693
	Iteration 47Q: 3 clusters Score -1.653786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 140775 members 
Entering Unmasked Estep 
Score: -16537876.000000 Penalty: 3854.960693
	Iteration 48Q: 3 clusters Score -1.653788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 140778 members 
Entering Unmasked Estep 
Score: -16537871.000000 Penalty: 3854.960693
	Iteration 49Q: 3 clusters Score -1.653787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 140780 members 
Entering Unmasked Estep 
Score: -16537867.000000 Penalty: 3854.960693
	Iteration 50Q: 3 clusters Score -1.653787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 140780 members 
Entering Unmasked Estep 
Score: -16537868.000000 Penalty: 3854.960693
	Iteration 51Q: 3 clusters Score -1.653787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 140781 members 
Entering Unmasked Estep 
Score: -16537866.000000 Penalty: 3854.960693
	Iteration 52Q: 3 clusters Score -1.653787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 140781 members 
Entering Unmasked Estep 
Score: -16537866.000000 Penalty: 3854.960693
	Iteration 53F: 3 clusters Score -1.653787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Entering Unmasked Estep 
Score: -1075560.750000 Penalty: 1483.201538
	Iteration 0F: 2 clusters Score -1075561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1068920.375000 Penalty: 2966.403076
	Iteration 0F: 3 clusters Score -1068920 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1071025.500000 Penalty: 2966.403076
	Iteration 1F: 3 clusters Score -1071026 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1071347.125000 Penalty: 2966.403076
	Iteration 2F: 3 clusters Score -1071347 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1071593.375000 Penalty: 2966.403076
	Iteration 3F: 3 clusters Score -1071593 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1071805.750000 Penalty: 2966.403076
	Iteration 4Q: 3 clusters Score -1071806 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1072027.500000 Penalty: 2966.403076
	Iteration 5Q: 3 clusters Score -1072028 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1072263.750000 Penalty: 2966.403076
	Iteration 6Q: 3 clusters Score -1072264 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1072480.500000 Penalty: 2966.403076
	Iteration 7Q: 3 clusters Score -1072480 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1072722.875000 Penalty: 2966.403076
	Iteration 8Q: 3 clusters Score -1072723 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1072975.375000 Penalty: 2966.403076
	Iteration 9Q: 3 clusters Score -1072975 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1073190.000000 Penalty: 2966.403076
	Iteration 10Q: 3 clusters Score -1073190 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1073347.250000 Penalty: 2966.403076
	Iteration 11Q: 3 clusters Score -1073347 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1073461.125000 Penalty: 2966.403076
	Iteration 12Q: 3 clusters Score -1073461 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1073564.500000 Penalty: 2966.403076
	Iteration 13Q: 3 clusters Score -1073564 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1073641.875000 Penalty: 2966.403076
	Iteration 14Q: 3 clusters Score -1073642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1073690.875000 Penalty: 2966.403076
	Iteration 15Q: 3 clusters Score -1073691 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1073734.625000 Penalty: 2966.403076
	Iteration 16Q: 3 clusters Score -1073735 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1073771.500000 Penalty: 2966.403076
	Iteration 17Q: 3 clusters Score -1073772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1073806.375000 Penalty: 2966.403076
	Iteration 18Q: 3 clusters Score -1073806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1073838.875000 Penalty: 2966.403076
	Iteration 19Q: 3 clusters Score -1073839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1073868.750000 Penalty: 2966.403076
	Iteration 20F: 3 clusters Score -1073869 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1073900.750000 Penalty: 2966.403076
	Iteration 21Q: 3 clusters Score -1073901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1073926.250000 Penalty: 2966.403076
	Iteration 22Q: 3 clusters Score -1073926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1073946.250000 Penalty: 2966.403076
	Iteration 23Q: 3 clusters Score -1073946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1073970.750000 Penalty: 2966.403076
	Iteration 24Q: 3 clusters Score -1073971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1073987.750000 Penalty: 2966.403076
	Iteration 25Q: 3 clusters Score -1073988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1074003.125000 Penalty: 2966.403076
	Iteration 26Q: 3 clusters Score -1074003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1074015.375000 Penalty: 2966.403076
	Iteration 27Q: 3 clusters Score -1074015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1074034.000000 Penalty: 2966.403076
	Iteration 28Q: 3 clusters Score -1074034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1074051.250000 Penalty: 2966.403076
	Iteration 29Q: 3 clusters Score -1074051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1074065.000000 Penalty: 2966.403076
	Iteration 30Q: 3 clusters Score -1074065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1074080.875000 Penalty: 2966.403076
	Iteration 31Q: 3 clusters Score -1074081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1074101.500000 Penalty: 2966.403076
	Iteration 32Q: 3 clusters Score -1074102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1074119.125000 Penalty: 2966.403076
	Iteration 33Q: 3 clusters Score -1074119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1074136.875000 Penalty: 2966.403076
	Iteration 34Q: 3 clusters Score -1074137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1074157.250000 Penalty: 2966.403076
	Iteration 35Q: 3 clusters Score -1074157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1074175.500000 Penalty: 2966.403076
	Iteration 36Q: 3 clusters Score -1074176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1074186.500000 Penalty: 2966.403076
	Iteration 37Q: 3 clusters Score -1074186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1074197.000000 Penalty: 2966.403076
	Iteration 38Q: 3 clusters Score -1074197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1074205.875000 Penalty: 2966.403076
	Iteration 39Q: 3 clusters Score -1074206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1074217.375000 Penalty: 2966.403076
	Iteration 40F: 3 clusters Score -1074217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1074228.000000 Penalty: 2966.403076
	Iteration 41Q: 3 clusters Score -1074228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1074240.625000 Penalty: 2966.403076
	Iteration 42Q: 3 clusters Score -1074241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1074247.625000 Penalty: 2966.403076
	Iteration 43Q: 3 clusters Score -1074248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1074253.375000 Penalty: 2966.403076
	Iteration 44Q: 3 clusters Score -1074253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1074260.875000 Penalty: 2966.403076
	Iteration 45Q: 3 clusters Score -1074261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1074263.500000 Penalty: 2966.403076
	Iteration 46Q: 3 clusters Score -1074264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1074263.500000 Penalty: 2966.403076
	Iteration 47F: 3 clusters Score -1074264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Entering Unmasked Estep 
Score: -2576821.750000 Penalty: 1620.470581
	Iteration 0F: 2 clusters Score -2576822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2562282.500000 Penalty: 3240.941162
	Iteration 0F: 3 clusters Score -2562282 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2567557.250000 Penalty: 3240.941162
	Iteration 1F: 3 clusters Score -2567557 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2567822.250000 Penalty: 3240.941162
	Iteration 2Q: 3 clusters Score -2567822 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2568043.000000 Penalty: 3240.941162
	Iteration 3Q: 3 clusters Score -2568043 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2568224.250000 Penalty: 3240.941162
	Iteration 4Q: 3 clusters Score -2568224 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2568427.750000 Penalty: 3240.941162
	Iteration 5Q: 3 clusters Score -2568428 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2568648.500000 Penalty: 3240.941162
	Iteration 6Q: 3 clusters Score -2568648 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2568953.250000 Penalty: 3240.941162
	Iteration 7Q: 3 clusters Score -2568953 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2569354.250000 Penalty: 3240.941162
	Iteration 8Q: 3 clusters Score -2569354 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2570015.500000 Penalty: 3240.941162
	Iteration 9Q: 3 clusters Score -2570016 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2570938.500000 Penalty: 3240.941162
	Iteration 10F: 3 clusters Score -2570938 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2572053.500000 Penalty: 3240.941162
	Iteration 11F: 3 clusters Score -2572054 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2573084.250000 Penalty: 3240.941162
	Iteration 12F: 3 clusters Score -2573084 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2573884.500000 Penalty: 3240.941162
	Iteration 13Q: 3 clusters Score -2573884 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2574401.250000 Penalty: 3240.941162
	Iteration 14Q: 3 clusters Score -2574401 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2574765.000000 Penalty: 3240.941162
	Iteration 15Q: 3 clusters Score -2574765 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2574969.000000 Penalty: 3240.941162
	Iteration 16Q: 3 clusters Score -2574969 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2575085.750000 Penalty: 3240.941162
	Iteration 17Q: 3 clusters Score -2575086 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2575173.250000 Penalty: 3240.941162
	Iteration 18Q: 3 clusters Score -2575173 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2575240.750000 Penalty: 3240.941162
	Iteration 19Q: 3 clusters Score -2575241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2575293.000000 Penalty: 3240.941162
	Iteration 20F: 3 clusters Score -2575293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2575323.750000 Penalty: 3240.941162
	Iteration 21Q: 3 clusters Score -2575324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2575335.250000 Penalty: 3240.941162
	Iteration 22Q: 3 clusters Score -2575335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2575351.000000 Penalty: 3240.941162
	Iteration 23Q: 3 clusters Score -2575351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2575365.000000 Penalty: 3240.941162
	Iteration 24Q: 3 clusters Score -2575365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2575372.750000 Penalty: 3240.941162
	Iteration 25Q: 3 clusters Score -2575373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2575378.250000 Penalty: 3240.941162
	Iteration 26Q: 3 clusters Score -2575378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2575383.750000 Penalty: 3240.941162
	Iteration 27Q: 3 clusters Score -2575384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2575392.750000 Penalty: 3240.941162
	Iteration 28Q: 3 clusters Score -2575393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2575392.250000 Penalty: 3240.941162
	Iteration 29Q: 3 clusters Score -2575392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2575402.000000 Penalty: 3240.941162
	Iteration 30Q: 3 clusters Score -2575402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2575407.500000 Penalty: 3240.941162
	Iteration 31Q: 3 clusters Score -2575408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2575408.500000 Penalty: 3240.941162
	Iteration 32Q: 3 clusters Score -2575408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2575409.000000 Penalty: 3240.941162
	Iteration 33Q: 3 clusters Score -2575409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2575410.750000 Penalty: 3240.941162
	Iteration 34Q: 3 clusters Score -2575411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2575411.250000 Penalty: 3240.941162
	Iteration 35Q: 3 clusters Score -2575411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2575415.000000 Penalty: 3240.941162
	Iteration 36Q: 3 clusters Score -2575415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2575416.750000 Penalty: 3240.941162
	Iteration 37Q: 3 clusters Score -2575417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2575417.000000 Penalty: 3240.941162
	Iteration 38Q: 3 clusters Score -2575417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2575417.000000 Penalty: 3240.941162
	Iteration 39F: 3 clusters Score -2575417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Entering Unmasked Estep 
Score: -2677599.000000 Penalty: 1643.424805
	Iteration 0F: 2 clusters Score -2677599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2661006.750000 Penalty: 3286.849609
	Iteration 0F: 3 clusters Score -2661007 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2669771.750000 Penalty: 3286.849609
	Iteration 1F: 3 clusters Score -2669772 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2674243.000000 Penalty: 3286.849609
	Iteration 2F: 3 clusters Score -2674243 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2678706.500000 Penalty: 3286.849609
	Iteration 3F: 3 clusters Score -2678706 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2680809.250000 Penalty: 3286.849609
	Iteration 4F: 3 clusters Score -2680809 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2681382.000000 Penalty: 3286.849609
	Iteration 5Q: 3 clusters Score -2681382 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2681548.250000 Penalty: 3286.849609
	Iteration 6Q: 3 clusters Score -2681548 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2681593.000000 Penalty: 3286.849609
	Iteration 7Q: 3 clusters Score -2681593 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2681618.750000 Penalty: 3286.849609
	Iteration 8Q: 3 clusters Score -2681619 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2681646.000000 Penalty: 3286.849609
	Iteration 9Q: 3 clusters Score -2681646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2681658.750000 Penalty: 3286.849609
	Iteration 10Q: 3 clusters Score -2681659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2681652.250000 Penalty: 3286.849609
	Iteration 11Q: 3 clusters Score -2681652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2681656.500000 Penalty: 3286.849609
	Iteration 12Q: 3 clusters Score -2681656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2681661.000000 Penalty: 3286.849609
	Iteration 13Q: 3 clusters Score -2681661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2681664.000000 Penalty: 3286.849609
	Iteration 14Q: 3 clusters Score -2681664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2681666.750000 Penalty: 3286.849609
	Iteration 15Q: 3 clusters Score -2681667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2681670.750000 Penalty: 3286.849609
	Iteration 16Q: 3 clusters Score -2681671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2681672.750000 Penalty: 3286.849609
	Iteration 17Q: 3 clusters Score -2681673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2681676.000000 Penalty: 3286.849609
	Iteration 18Q: 3 clusters Score -2681676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2681684.500000 Penalty: 3286.849609
	Iteration 19Q: 3 clusters Score -2681684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2681686.500000 Penalty: 3286.849609
	Iteration 20F: 3 clusters Score -2681686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2681687.750000 Penalty: 3286.849609
	Iteration 21Q: 3 clusters Score -2681688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2681689.250000 Penalty: 3286.849609
	Iteration 22Q: 3 clusters Score -2681689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2681688.500000 Penalty: 3286.849609
	Iteration 23Q: 3 clusters Score -2681688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2681689.500000 Penalty: 3286.849609
	Iteration 24Q: 3 clusters Score -2681690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2681688.000000 Penalty: 3286.849609
	Iteration 25Q: 3 clusters Score -2681688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2681688.000000 Penalty: 3286.849609
	Iteration 26Q: 3 clusters Score -2681688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2681687.250000 Penalty: 3286.849609
	Iteration 27Q: 3 clusters Score -2681687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2681680.500000 Penalty: 3286.849609
	Iteration 28Q: 3 clusters Score -2681680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2681687.500000 Penalty: 3286.849609
	Iteration 29Q: 3 clusters Score -2681688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2681695.000000 Penalty: 3286.849609
	Iteration 30Q: 3 clusters Score -2681695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2681701.500000 Penalty: 3286.849609
	Iteration 31Q: 3 clusters Score -2681702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2681695.750000 Penalty: 3286.849609
	Iteration 32Q: 3 clusters Score -2681696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2681694.000000 Penalty: 3286.849609
	Iteration 33Q: 3 clusters Score -2681694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2681708.000000 Penalty: 3286.849609
	Iteration 34Q: 3 clusters Score -2681708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2681705.500000 Penalty: 3286.849609
	Iteration 35Q: 3 clusters Score -2681706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2681706.250000 Penalty: 3286.849609
	Iteration 36Q: 3 clusters Score -2681706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2681713.750000 Penalty: 3286.849609
	Iteration 37Q: 3 clusters Score -2681714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2681722.750000 Penalty: 3286.849609
	Iteration 38Q: 3 clusters Score -2681723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2681720.500000 Penalty: 3286.849609
	Iteration 39Q: 3 clusters Score -2681720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2681734.000000 Penalty: 3286.849609
	Iteration 40F: 3 clusters Score -2681734 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2681737.000000 Penalty: 3286.849609
	Iteration 41Q: 3 clusters Score -2681737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2681752.750000 Penalty: 3286.849609
	Iteration 42Q: 3 clusters Score -2681753 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2681773.250000 Penalty: 3286.849609
	Iteration 43Q: 3 clusters Score -2681773 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2681784.750000 Penalty: 3286.849609
	Iteration 44Q: 3 clusters Score -2681785 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2681811.000000 Penalty: 3286.849609
	Iteration 45Q: 3 clusters Score -2681811 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2681843.000000 Penalty: 3286.849609
	Iteration 46Q: 3 clusters Score -2681843 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2681855.500000 Penalty: 3286.849609
	Iteration 47Q: 3 clusters Score -2681856 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2681883.500000 Penalty: 3286.849609
	Iteration 48Q: 3 clusters Score -2681884 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2681912.000000 Penalty: 3286.849609
	Iteration 49Q: 3 clusters Score -2681912 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2681936.750000 Penalty: 3286.849609
	Iteration 50Q: 3 clusters Score -2681937 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2681953.500000 Penalty: 3286.849609
	Iteration 51Q: 3 clusters Score -2681954 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2681976.750000 Penalty: 3286.849609
	Iteration 52Q: 3 clusters Score -2681977 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2681984.250000 Penalty: 3286.849609
	Iteration 53Q: 3 clusters Score -2681984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2682003.500000 Penalty: 3286.849609
	Iteration 54Q: 3 clusters Score -2682004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2682022.500000 Penalty: 3286.849609
	Iteration 55Q: 3 clusters Score -2682022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2682028.500000 Penalty: 3286.849609
	Iteration 56Q: 3 clusters Score -2682028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -2682028.250000 Penalty: 3286.849609
	Iteration 57Q: 3 clusters Score -2682028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2682034.000000 Penalty: 3286.849609
	Iteration 58Q: 3 clusters Score -2682034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2682033.250000 Penalty: 3286.849609
	Iteration 59Q: 3 clusters Score -2682033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2682034.500000 Penalty: 3286.849609
	Iteration 60F: 3 clusters Score -2682034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2682046.500000 Penalty: 3286.849609
	Iteration 61Q: 3 clusters Score -2682046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2682050.000000 Penalty: 3286.849609
	Iteration 62Q: 3 clusters Score -2682050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2682058.000000 Penalty: 3286.849609
	Iteration 63Q: 3 clusters Score -2682058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2682062.250000 Penalty: 3286.849609
	Iteration 64Q: 3 clusters Score -2682062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2682059.750000 Penalty: 3286.849609
	Iteration 65Q: 3 clusters Score -2682060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2682068.750000 Penalty: 3286.849609
	Iteration 66Q: 3 clusters Score -2682069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2682070.500000 Penalty: 3286.849609
	Iteration 67Q: 3 clusters Score -2682070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2682069.250000 Penalty: 3286.849609
	Iteration 68Q: 3 clusters Score -2682069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2682072.000000 Penalty: 3286.849609
	Iteration 69Q: 3 clusters Score -2682072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2682083.500000 Penalty: 3286.849609
	Iteration 70Q: 3 clusters Score -2682084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2682085.000000 Penalty: 3286.849609
	Iteration 71Q: 3 clusters Score -2682085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2682087.500000 Penalty: 3286.849609
	Iteration 72Q: 3 clusters Score -2682088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -2682090.000000 Penalty: 3286.849609
	Iteration 73Q: 3 clusters Score -2682090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2682095.500000 Penalty: 3286.849609
	Iteration 74Q: 3 clusters Score -2682096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2682102.500000 Penalty: 3286.849609
	Iteration 75Q: 3 clusters Score -2682102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2682096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2682100.250000 Penalty: 3286.849609
	Iteration 77Q: 3 clusters Score -2682100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2682102.750000 Penalty: 3286.849609
	Iteration 78Q: 3 clusters Score -2682103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2682102.250000 Penalty: 3286.849609
	Iteration 79Q: 3 clusters Score -2682102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2682106.000000 Penalty: 3286.849609
	Iteration 80F: 3 clusters Score -2682106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2682110.500000 Penalty: 3286.849609
	Iteration 81Q: 3 clusters Score -2682110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2682112.250000 Penalty: 3286.849609
	Iteration 82Q: 3 clusters Score -2682112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2682112.000000 Penalty: 3286.849609
	Iteration 83Q: 3 clusters Score -2682112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2682114.500000 Penalty: 3286.849609
	Iteration 84Q: 3 clusters Score -2682114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2682112.500000 Penalty: 3286.849609
	Iteration 85Q: 3 clusters Score -2682112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2682111.500000 Penalty: 3286.849609
	Iteration 86Q: 3 clusters Score -2682112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2682110.500000 Penalty: 3286.849609
	Iteration 87Q: 3 clusters Score -2682110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2682112.750000 Penalty: 3286.849609
	Iteration 88Q: 3 clusters Score -2682113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2682110.500000 Penalty: 3286.849609
	Iteration 89Q: 3 clusters Score -2682110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2682113.250000 Penalty: 3286.849609
	Iteration 90Q: 3 clusters Score -2682113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2682119.250000 Penalty: 3286.849609
	Iteration 91Q: 3 clusters Score -2682119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2682117.000000 Penalty: 3286.849609
	Iteration 92Q: 3 clusters Score -2682117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2682116.000000 Penalty: 3286.849609
	Iteration 93Q: 3 clusters Score -2682116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2682121.000000 Penalty: 3286.849609
	Iteration 94Q: 3 clusters Score -2682121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2682117.250000 Penalty: 3286.849609
	Iteration 95Q: 3 clusters Score -2682117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2682117.750000 Penalty: 3286.849609
	Iteration 96Q: 3 clusters Score -2682118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2682121.500000 Penalty: 3286.849609
	Iteration 97Q: 3 clusters Score -2682122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2682116.250000 Penalty: 3286.849609
	Iteration 98Q: 3 clusters Score -2682116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2682118.250000 Penalty: 3286.849609
	Iteration 99Q: 3 clusters Score -2682118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2682125.250000 Penalty: 3286.849609
	Iteration 100F: 3 clusters Score -2682125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -2682130.250000 Penalty: 3286.849609
	Iteration 101Q: 3 clusters Score -2682130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2682134.250000 Penalty: 3286.849609
	Iteration 102Q: 3 clusters Score -2682134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2682135.750000 Penalty: 3286.849609
	Iteration 103Q: 3 clusters Score -2682136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2682132.500000 Penalty: 3286.849609
	Iteration 104Q: 3 clusters Score -2682132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2682133.500000 Penalty: 3286.849609
	Iteration 105Q: 3 clusters Score -2682134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2682132.250000 Penalty: 3286.849609
	Iteration 106Q: 3 clusters Score -2682132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2682134.750000 Penalty: 3286.849609
	Iteration 107Q: 3 clusters Score -2682135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2682132.000000 Penalty: 3286.849609
	Iteration 108Q: 3 clusters Score -2682132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2682132.000000 Penalty: 3286.849609
	Iteration 109Q: 3 clusters Score -2682132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2682133.250000 Penalty: 3286.849609
	Iteration 110Q: 3 clusters Score -2682133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2682132.250000 Penalty: 3286.849609
	Iteration 111Q: 3 clusters Score -2682132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2682131.250000 Penalty: 3286.849609
	Iteration 112Q: 3 clusters Score -2682131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2682132.250000 Penalty: 3286.849609
	Iteration 113Q: 3 clusters Score -2682132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2682131.250000 Penalty: 3286.849609
	Iteration 114Q: 3 clusters Score -2682131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2682131.250000 Penalty: 3286.849609
	Iteration 115Q: 3 clusters Score -2682131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2682132.500000 Penalty: 3286.849609
	Iteration 116Q: 3 clusters Score -2682132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2682132.750000 Penalty: 3286.849609
	Iteration 117Q: 3 clusters Score -2682133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2682132.750000 Penalty: 3286.849609
	Iteration 118F: 3 clusters Score -2682133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 7 contains 11139 members 
Mstep: Class 8 contains 54529 members 
Mstep: Class 9 contains 18075 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 141693 members 
Mstep: Class 14 contains 9204 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 121701 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 74636 members 
Mstep: Class 21 contains 84884 members 
Mstep: Class 22 contains 18204 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 873 members 
Mstep: Class 25 contains 22517 members 
Entering Unmasked Estep 
Score: -86136112.000000 Penalty: 55007.320312
Splitting cluster 16 changes total score from -86121568.000000 to -86136112.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (11309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Entering Unmasked Estep 
Score: -1296085.625000 Penalty: 1516.670044
	Iteration 0F: 2 clusters Score -1296086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1288109.625000 Penalty: 3033.340088
	Iteration 0F: 3 clusters Score -1288110 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1290698.250000 Penalty: 3033.340088
	Iteration 1F: 3 clusters Score -1290698 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1291218.250000 Penalty: 3033.340088
	Iteration 2F: 3 clusters Score -1291218 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1291889.125000 Penalty: 3033.340088
	Iteration 3F: 3 clusters Score -1291889 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1292707.750000 Penalty: 3033.340088
	Iteration 4F: 3 clusters Score -1292708 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1293628.500000 Penalty: 3033.340088
	Iteration 5F: 3 clusters Score -1293628 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1294387.625000 Penalty: 3033.340088
	Iteration 6F: 3 clusters Score -1294388 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1294975.250000 Penalty: 3033.340088
	Iteration 7F: 3 clusters Score -1294975 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1295416.250000 Penalty: 3033.340088
	Iteration 8Q: 3 clusters Score -1295416 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1295775.750000 Penalty: 3033.340088
	Iteration 9Q: 3 clusters Score -1295776 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1295941.375000 Penalty: 3033.340088
	Iteration 10Q: 3 clusters Score -1295941 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1295989.250000 Penalty: 3033.340088
	Iteration 11Q: 3 clusters Score -1295989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1296013.625000 Penalty: 3033.340088
	Iteration 12Q: 3 clusters Score -1296014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1296022.500000 Penalty: 3033.340088
	Iteration 13Q: 3 clusters Score -1296022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1296028.875000 Penalty: 3033.340088
	Iteration 14Q: 3 clusters Score -1296029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1296030.625000 Penalty: 3033.340088
	Iteration 15Q: 3 clusters Score -1296031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1296033.750000 Penalty: 3033.340088
	Iteration 16Q: 3 clusters Score -1296034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1296036.500000 Penalty: 3033.340088
	Iteration 17Q: 3 clusters Score -1296036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1296038.500000 Penalty: 3033.340088
	Iteration 18Q: 3 clusters Score -1296038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1296038.000000 Penalty: 3033.340088
	Iteration 19Q: 3 clusters Score -1296038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1296038.000000 Penalty: 3033.340088
	Iteration 20F: 3 clusters Score -1296038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (121701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121701 members 
Entering Unmasked Estep 
Score: -13945211.000000 Penalty: 1902.765015
	Iteration 0F: 2 clusters Score -1.394521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -13865685.000000 Penalty: 3805.530029
	Iteration 0F: 3 clusters Score -1.386568e+07 nChanged 58560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -13899998.000000 Penalty: 3805.530029
	Iteration 1F: 3 clusters Score -1.39e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -13900797.000000 Penalty: 3805.530029
	Iteration 2Q: 3 clusters Score -1.39008e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -13902067.000000 Penalty: 3805.530029
	Iteration 3Q: 3 clusters Score -1.390207e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -13904350.000000 Penalty: 3805.530029
	Iteration 4Q: 3 clusters Score -1.390435e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82177 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -13908853.000000 Penalty: 3805.530029
	Iteration 5F: 3 clusters Score -1.390885e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92028 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -13916424.000000 Penalty: 3805.530029
	Iteration 6F: 3 clusters Score -1.391642e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103087 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -13926864.000000 Penalty: 3805.530029
	Iteration 7F: 3 clusters Score -1.392686e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112213 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -13935560.000000 Penalty: 3805.530029
	Iteration 8F: 3 clusters Score -1.393556e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -13940296.000000 Penalty: 3805.530029
	Iteration 9Q: 3 clusters Score -1.39403e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119803 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -13942440.000000 Penalty: 3805.530029
	Iteration 10Q: 3 clusters Score -1.394244e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120591 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -13943288.000000 Penalty: 3805.530029
	Iteration 11Q: 3 clusters Score -1.394329e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120802 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13943664.000000 Penalty: 3805.530029
	Iteration 12Q: 3 clusters Score -1.394366e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120828 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13943809.000000 Penalty: 3805.530029
	Iteration 13Q: 3 clusters Score -1.394381e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120830 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13943917.000000 Penalty: 3805.530029
	Iteration 14Q: 3 clusters Score -1.394392e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120803 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -13943976.000000 Penalty: 3805.530029
	Iteration 15Q: 3 clusters Score -1.394398e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120766 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -13944020.000000 Penalty: 3805.530029
	Iteration 16Q: 3 clusters Score -1.394402e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120730 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13944097.000000 Penalty: 3805.530029
	Iteration 17Q: 3 clusters Score -1.39441e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120693 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13944142.000000 Penalty: 3805.530029
	Iteration 18Q: 3 clusters Score -1.394414e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13944155.000000 Penalty: 3805.530029
	Iteration 19Q: 3 clusters Score -1.394416e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120612 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -13944230.000000 Penalty: 3805.530029
	Iteration 20F: 3 clusters Score -1.394423e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120572 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -13944285.000000 Penalty: 3805.530029
	Iteration 21Q: 3 clusters Score -1.394428e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120518 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -13944305.000000 Penalty: 3805.530029
	Iteration 22Q: 3 clusters Score -1.39443e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -13944335.000000 Penalty: 3805.530029
	Iteration 23Q: 3 clusters Score -1.394434e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120410 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -13944384.000000 Penalty: 3805.530029
	Iteration 24Q: 3 clusters Score -1.394438e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120353 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13944458.000000 Penalty: 3805.530029
	Iteration 25Q: 3 clusters Score -1.394446e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -13944509.000000 Penalty: 3805.530029
	Iteration 26Q: 3 clusters Score -1.394451e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120237 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13944539.000000 Penalty: 3805.530029
	Iteration 27Q: 3 clusters Score -1.394454e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120190 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13944595.000000 Penalty: 3805.530029
	Iteration 28Q: 3 clusters Score -1.39446e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120145 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -13944607.000000 Penalty: 3805.530029
	Iteration 29Q: 3 clusters Score -1.394461e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120116 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13944598.000000 Penalty: 3805.530029
	Iteration 30Q: 3 clusters Score -1.39446e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120072 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13944647.000000 Penalty: 3805.530029
	Iteration 31Q: 3 clusters Score -1.394465e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120037 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -13944648.000000 Penalty: 3805.530029
	Iteration 32Q: 3 clusters Score -1.394465e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120002 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -13944649.000000 Penalty: 3805.530029
	Iteration 33Q: 3 clusters Score -1.394465e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119970 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -13944688.000000 Penalty: 3805.530029
	Iteration 34Q: 3 clusters Score -1.394469e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119940 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -13944693.000000 Penalty: 3805.530029
	Iteration 35Q: 3 clusters Score -1.394469e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119913 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -13944698.000000 Penalty: 3805.530029
	Iteration 36Q: 3 clusters Score -1.39447e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119884 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -13944698.000000 Penalty: 3805.530029
	Iteration 37Q: 3 clusters Score -1.39447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -13944717.000000 Penalty: 3805.530029
	Iteration 38Q: 3 clusters Score -1.394472e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119815 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -13944722.000000 Penalty: 3805.530029
	Iteration 39Q: 3 clusters Score -1.394472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119794 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -13944707.000000 Penalty: 3805.530029
	Iteration 40F: 3 clusters Score -1.394471e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119766 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -13944717.000000 Penalty: 3805.530029
	Iteration 41Q: 3 clusters Score -1.394472e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13944736.000000 Penalty: 3805.530029
	Iteration 42Q: 3 clusters Score -1.394474e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119701 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -13944728.000000 Penalty: 3805.530029
	Iteration 43Q: 3 clusters Score -1.394473e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119665 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -13944722.000000 Penalty: 3805.530029
	Iteration 44Q: 3 clusters Score -1.394472e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119634 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -13944754.000000 Penalty: 3805.530029
	Iteration 45Q: 3 clusters Score -1.394475e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119603 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -13944767.000000 Penalty: 3805.530029
	Iteration 46Q: 3 clusters Score -1.394477e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119564 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -13944770.000000 Penalty: 3805.530029
	Iteration 47Q: 3 clusters Score -1.394477e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -13944766.000000 Penalty: 3805.530029
	Iteration 48Q: 3 clusters Score -1.394477e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -13944775.000000 Penalty: 3805.530029
	Iteration 49Q: 3 clusters Score -1.394478e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119474 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -13944791.000000 Penalty: 3805.530029
	Iteration 50Q: 3 clusters Score -1.394479e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119446 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -13944801.000000 Penalty: 3805.530029
	Iteration 51Q: 3 clusters Score -1.39448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -13944802.000000 Penalty: 3805.530029
	Iteration 52Q: 3 clusters Score -1.39448e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -13944807.000000 Penalty: 3805.530029
	Iteration 53Q: 3 clusters Score -1.394481e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119354 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -13944835.000000 Penalty: 3805.530029
	Iteration 54Q: 3 clusters Score -1.394484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119324 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -13944846.000000 Penalty: 3805.530029
	Iteration 55Q: 3 clusters Score -1.394485e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -13944859.000000 Penalty: 3805.530029
	Iteration 56Q: 3 clusters Score -1.394486e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -13944873.000000 Penalty: 3805.530029
	Iteration 57Q: 3 clusters Score -1.394487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -13944882.000000 Penalty: 3805.530029
	Iteration 58Q: 3 clusters Score -1.394488e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119206 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -13944885.000000 Penalty: 3805.530029
	Iteration 59Q: 3 clusters Score -1.394488e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119179 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -13944903.000000 Penalty: 3805.530029
	Iteration 60F: 3 clusters Score -1.39449e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119148 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -13944918.000000 Penalty: 3805.530029
	Iteration 61Q: 3 clusters Score -1.394492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119127 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -13944938.000000 Penalty: 3805.530029
	Iteration 62Q: 3 clusters Score -1.394494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119100 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -13944936.000000 Penalty: 3805.530029
	Iteration 63Q: 3 clusters Score -1.394494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119075 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -13944958.000000 Penalty: 3805.530029
	Iteration 64Q: 3 clusters Score -1.394496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119048 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -13944977.000000 Penalty: 3805.530029
	Iteration 65Q: 3 clusters Score -1.394498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119021 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -13944974.000000 Penalty: 3805.530029
	Iteration 66Q: 3 clusters Score -1.394497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118989 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -13944981.000000 Penalty: 3805.530029
	Iteration 67Q: 3 clusters Score -1.394498e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118963 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -13944977.000000 Penalty: 3805.530029
	Iteration 68Q: 3 clusters Score -1.394498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118944 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -13945001.000000 Penalty: 3805.530029
	Iteration 69Q: 3 clusters Score -1.3945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118926 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -13944993.000000 Penalty: 3805.530029
	Iteration 70Q: 3 clusters Score -1.394499e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118904 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -13944991.000000 Penalty: 3805.530029
	Iteration 71Q: 3 clusters Score -1.394499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118888 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -13945002.000000 Penalty: 3805.530029
	Iteration 72Q: 3 clusters Score -1.3945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118873 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -13945006.000000 Penalty: 3805.530029
	Iteration 73Q: 3 clusters Score -1.394501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118860 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -13945015.000000 Penalty: 3805.530029
	Iteration 74Q: 3 clusters Score -1.394502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118846 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -13944999.000000 Penalty: 3805.530029
	Iteration 75Q: 3 clusters Score -1.3945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118827 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -13945013.000000 Penalty: 3805.530029
	Iteration 76Q: 3 clusters Score -1.394501e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118798 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -13944997.000000 Penalty: 3805.530029
	Iteration 77Q: 3 clusters Score -1.3945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118771 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -13944997.000000 Penalty: 3805.530029
	Iteration 78Q: 3 clusters Score -1.3945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -13945002.000000 Penalty: 3805.530029
	Iteration 79Q: 3 clusters Score -1.3945e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118692 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -13945003.000000 Penalty: 3805.530029
	Iteration 80F: 3 clusters Score -1.3945e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118662 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -13945015.000000 Penalty: 3805.530029
	Iteration 81Q: 3 clusters Score -1.394502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118636 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -13945039.000000 Penalty: 3805.530029
	Iteration 82Q: 3 clusters Score -1.394504e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118607 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -13945036.000000 Penalty: 3805.530029
	Iteration 83Q: 3 clusters Score -1.394504e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118578 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -13945050.000000 Penalty: 3805.530029
	Iteration 84Q: 3 clusters Score -1.394505e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118548 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -13945029.000000 Penalty: 3805.530029
	Iteration 85Q: 3 clusters Score -1.394503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118518 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -13945044.000000 Penalty: 3805.530029
	Iteration 86Q: 3 clusters Score -1.394504e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118487 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -13945036.000000 Penalty: 3805.530029
	Iteration 87Q: 3 clusters Score -1.394504e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118461 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -13945051.000000 Penalty: 3805.530029
	Iteration 88Q: 3 clusters Score -1.394505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118433 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -13945068.000000 Penalty: 3805.530029
	Iteration 89Q: 3 clusters Score -1.394507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -13945082.000000 Penalty: 3805.530029
	Iteration 90Q: 3 clusters Score -1.394508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118375 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -13945079.000000 Penalty: 3805.530029
	Iteration 91Q: 3 clusters Score -1.394508e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118344 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -13945092.000000 Penalty: 3805.530029
	Iteration 92Q: 3 clusters Score -1.394509e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118312 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -13945093.000000 Penalty: 3805.530029
	Iteration 93Q: 3 clusters Score -1.394509e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118277 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -13945119.000000 Penalty: 3805.530029
	Iteration 94Q: 3 clusters Score -1.394512e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118233 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -13945133.000000 Penalty: 3805.530029
	Iteration 95Q: 3 clusters Score -1.394513e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118184 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -13945149.000000 Penalty: 3805.530029
	Iteration 96Q: 3 clusters Score -1.394515e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118142 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -13945165.000000 Penalty: 3805.530029
	Iteration 97Q: 3 clusters Score -1.394516e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118088 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -13945171.000000 Penalty: 3805.530029
	Iteration 98Q: 3 clusters Score -1.394517e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118041 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -13945149.000000 Penalty: 3805.530029
	Iteration 99Q: 3 clusters Score -1.394515e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117998 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -13945177.000000 Penalty: 3805.530029
	Iteration 100F: 3 clusters Score -1.394518e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117954 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -13945176.000000 Penalty: 3805.530029
	Iteration 101Q: 3 clusters Score -1.394518e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117917 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -13945182.000000 Penalty: 3805.530029
	Iteration 102Q: 3 clusters Score -1.394518e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -13945178.000000 Penalty: 3805.530029
	Iteration 103Q: 3 clusters Score -1.394518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -13945185.000000 Penalty: 3805.530029
	Iteration 104Q: 3 clusters Score -1.394518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117850 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -13945197.000000 Penalty: 3805.530029
	Iteration 105Q: 3 clusters Score -1.39452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117834 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -13945188.000000 Penalty: 3805.530029
	Iteration 106Q: 3 clusters Score -1.394519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117819 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -13945179.000000 Penalty: 3805.530029
	Iteration 107Q: 3 clusters Score -1.394518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117803 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -13945195.000000 Penalty: 3805.530029
	Iteration 108Q: 3 clusters Score -1.39452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117780 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -13945197.000000 Penalty: 3805.530029
	Iteration 109Q: 3 clusters Score -1.39452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -13945193.000000 Penalty: 3805.530029
	Iteration 110Q: 3 clusters Score -1.394519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117733 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -13945180.000000 Penalty: 3805.530029
	Iteration 111Q: 3 clusters Score -1.394518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117712 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -13945186.000000 Penalty: 3805.530029
	Iteration 112Q: 3 clusters Score -1.394519e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117684 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -13945186.000000 Penalty: 3805.530029
	Iteration 113Q: 3 clusters Score -1.394519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117660 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -13945202.000000 Penalty: 3805.530029
	Iteration 114Q: 3 clusters Score -1.39452e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117624 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -13945198.000000 Penalty: 3805.530029
	Iteration 115Q: 3 clusters Score -1.39452e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117588 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -13945212.000000 Penalty: 3805.530029
	Iteration 116Q: 3 clusters Score -1.394521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117559 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -13945201.000000 Penalty: 3805.530029
	Iteration 117Q: 3 clusters Score -1.39452e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -13945204.000000 Penalty: 3805.530029
	Iteration 118Q: 3 clusters Score -1.39452e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117491 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -13945225.000000 Penalty: 3805.530029
	Iteration 119Q: 3 clusters Score -1.394522e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117465 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -13945235.000000 Penalty: 3805.530029
	Iteration 120F: 3 clusters Score -1.394524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117444 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -13945238.000000 Penalty: 3805.530029
	Iteration 121Q: 3 clusters Score -1.394524e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117413 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -13945246.000000 Penalty: 3805.530029
	Iteration 122Q: 3 clusters Score -1.394525e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117383 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -13945243.000000 Penalty: 3805.530029
	Iteration 123Q: 3 clusters Score -1.394524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117362 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -13945252.000000 Penalty: 3805.530029
	Iteration 124Q: 3 clusters Score -1.394525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117336 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -13945255.000000 Penalty: 3805.530029
	Iteration 125Q: 3 clusters Score -1.394526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117316 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -13945257.000000 Penalty: 3805.530029
	Iteration 126Q: 3 clusters Score -1.394526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -13945260.000000 Penalty: 3805.530029
	Iteration 127Q: 3 clusters Score -1.394526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117289 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -13945273.000000 Penalty: 3805.530029
	Iteration 128Q: 3 clusters Score -1.394527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -13945268.000000 Penalty: 3805.530029
	Iteration 129Q: 3 clusters Score -1.394527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117286 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -13945273.000000 Penalty: 3805.530029
	Iteration 130Q: 3 clusters Score -1.394527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117286 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -13945273.000000 Penalty: 3805.530029
	Iteration 131F: 3 clusters Score -1.394527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 7 contains 11139 members 
Mstep: Class 8 contains 54529 members 
Mstep: Class 9 contains 18075 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 141693 members 
Mstep: Class 14 contains 9204 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 117286 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 74636 members 
Mstep: Class 21 contains 84884 members 
Mstep: Class 22 contains 18204 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 873 members 
Mstep: Class 25 contains 22517 members 
Mstep: Class 26 contains 4415 members 
Entering Unmasked Estep 
Score: -86135440.000000 Penalty: 57207.613281
Splitting cluster 18 changes total score from -86121568.000000 to -86135440.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -518035.468750 Penalty: 1368.038452
	Iteration 0F: 2 clusters Score -518035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -514419.343750 Penalty: 2736.076904
	Iteration 0F: 3 clusters Score -514419.3 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -515454.593750 Penalty: 2736.076904
	Iteration 1F: 3 clusters Score -515454.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -515673.343750 Penalty: 2736.076904
	Iteration 2F: 3 clusters Score -515673.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -515837.500000 Penalty: 2736.076904
	Iteration 3F: 3 clusters Score -515837.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -516022.968750 Penalty: 2736.076904
	Iteration 4Q: 3 clusters Score -516023 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -516169.562500 Penalty: 2736.076904
	Iteration 5Q: 3 clusters Score -516169.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -516277.750000 Penalty: 2736.076904
	Iteration 6Q: 3 clusters Score -516277.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -516363.562500 Penalty: 2736.076904
	Iteration 7Q: 3 clusters Score -516363.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -516420.125000 Penalty: 2736.076904
	Iteration 8Q: 3 clusters Score -516420.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -516480.437500 Penalty: 2736.076904
	Iteration 9Q: 3 clusters Score -516480.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -516527.875000 Penalty: 2736.076904
	Iteration 10Q: 3 clusters Score -516527.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -516573.906250 Penalty: 2736.076904
	Iteration 11Q: 3 clusters Score -516573.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -516615.718750 Penalty: 2736.076904
	Iteration 12Q: 3 clusters Score -516615.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -516668.906250 Penalty: 2736.076904
	Iteration 13Q: 3 clusters Score -516668.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -516737.468750 Penalty: 2736.076904
	Iteration 14Q: 3 clusters Score -516737.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -516857.125000 Penalty: 2736.076904
	Iteration 15Q: 3 clusters Score -516857.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -517057.000000 Penalty: 2736.076904
	Iteration 16Q: 3 clusters Score -517057 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -517272.937500 Penalty: 2736.076904
	Iteration 17Q: 3 clusters Score -517272.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -517458.812500 Penalty: 2736.076904
	Iteration 18Q: 3 clusters Score -517458.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -517605.062500 Penalty: 2736.076904
	Iteration 19Q: 3 clusters Score -517605.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -517770.593750 Penalty: 2736.076904
	Iteration 20F: 3 clusters Score -517770.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -517927.687500 Penalty: 2736.076904
	Iteration 21Q: 3 clusters Score -517927.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -518038.593750 Penalty: 2736.076904
	Iteration 22Q: 3 clusters Score -518038.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -518096.937500 Penalty: 2736.076904
	Iteration 23Q: 3 clusters Score -518096.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -518128.937500 Penalty: 2736.076904
	Iteration 24Q: 3 clusters Score -518128.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -518144.718750 Penalty: 2736.076904
	Iteration 25Q: 3 clusters Score -518144.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -518154.625000 Penalty: 2736.076904
	Iteration 26Q: 3 clusters Score -518154.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -518164.062500 Penalty: 2736.076904
	Iteration 27Q: 3 clusters Score -518164.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -518169.687500 Penalty: 2736.076904
	Iteration 28Q: 3 clusters Score -518169.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -518171.375000 Penalty: 2736.076904
	Iteration 29Q: 3 clusters Score -518171.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -518173.062500 Penalty: 2736.076904
	Iteration 30Q: 3 clusters Score -518173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -518174.250000 Penalty: 2736.076904
	Iteration 31Q: 3 clusters Score -518174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -518176.218750 Penalty: 2736.076904
	Iteration 32Q: 3 clusters Score -518176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -518177.312500 Penalty: 2736.076904
	Iteration 33Q: 3 clusters Score -518177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -518179.093750 Penalty: 2736.076904
	Iteration 34Q: 3 clusters Score -518179.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -518181.062500 Penalty: 2736.076904
	Iteration 35Q: 3 clusters Score -518181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -518182.781250 Penalty: 2736.076904
	Iteration 36Q: 3 clusters Score -518182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -518184.156250 Penalty: 2736.076904
	Iteration 37Q: 3 clusters Score -518184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -518184.625000 Penalty: 2736.076904
	Iteration 38Q: 3 clusters Score -518184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -518184.906250 Penalty: 2736.076904
	Iteration 39Q: 3 clusters Score -518184.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -518184.500000 Penalty: 2736.076904
	Iteration 40F: 3 clusters Score -518184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -518185.375000 Penalty: 2736.076904
	Iteration 41Q: 3 clusters Score -518185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -518185.750000 Penalty: 2736.076904
	Iteration 42Q: 3 clusters Score -518185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -518186.250000 Penalty: 2736.076904
	Iteration 43Q: 3 clusters Score -518186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -518186.562500 Penalty: 2736.076904
	Iteration 44Q: 3 clusters Score -518186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -518187.062500 Penalty: 2736.076904
	Iteration 45Q: 3 clusters Score -518187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -518187.062500 Penalty: 2736.076904
	Iteration 46F: 3 clusters Score -518187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 7 contains 11139 members 
Mstep: Class 8 contains 54529 members 
Mstep: Class 9 contains 18075 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 141693 members 
Mstep: Class 14 contains 9204 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 117286 members 
Mstep: Class 19 contains 3030 members 
Mstep: Class 20 contains 74636 members 
Mstep: Class 21 contains 84884 members 
Mstep: Class 22 contains 18204 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 873 members 
Mstep: Class 25 contains 22517 members 
Mstep: Class 26 contains 4415 members 
Mstep: Class 27 contains 1501 members 
Entering Unmasked Estep 
Score: -86134728.000000 Penalty: 59407.906250
Splitting cluster 19 changes total score from -86121568.000000 to -86134728.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (74636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Entering Unmasked Estep 
Score: -8623911.000000 Penalty: 1823.311401
	Iteration 0F: 2 clusters Score -8623911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -8574389.000000 Penalty: 3646.622803
	Iteration 0F: 3 clusters Score -8574389 nChanged 35412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -8594977.000000 Penalty: 3646.622803
	Iteration 1F: 3 clusters Score -8594977 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -8596617.000000 Penalty: 3646.622803
	Iteration 2Q: 3 clusters Score -8596617 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -8599321.000000 Penalty: 3646.622803
	Iteration 3F: 3 clusters Score -8599321 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -8603288.000000 Penalty: 3646.622803
	Iteration 4F: 3 clusters Score -8603288 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -8608079.000000 Penalty: 3646.622803
	Iteration 5F: 3 clusters Score -8608079 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -8613316.000000 Penalty: 3646.622803
	Iteration 6F: 3 clusters Score -8613316 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -8617624.000000 Penalty: 3646.622803
	Iteration 7F: 3 clusters Score -8617624 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -8620052.000000 Penalty: 3646.622803
	Iteration 8Q: 3 clusters Score -8620052 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -8621273.000000 Penalty: 3646.622803
	Iteration 9Q: 3 clusters Score -8621273 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -8622035.000000 Penalty: 3646.622803
	Iteration 10Q: 3 clusters Score -8622035 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -8622504.000000 Penalty: 3646.622803
	Iteration 11Q: 3 clusters Score -8622504 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -8622938.000000 Penalty: 3646.622803
	Iteration 12Q: 3 clusters Score -8622938 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -8623256.000000 Penalty: 3646.622803
	Iteration 13Q: 3 clusters Score -8623256 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -8623565.000000 Penalty: 3646.622803
	Iteration 14Q: 3 clusters Score -8623565 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -8623786.000000 Penalty: 3646.622803
	Iteration 15Q: 3 clusters Score -8623786 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -8623989.000000 Penalty: 3646.622803
	Iteration 16Q: 3 clusters Score -8623989 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -8624185.000000 Penalty: 3646.622803
	Iteration 17Q: 3 clusters Score -8624185 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -8624374.000000 Penalty: 3646.622803
	Iteration 18Q: 3 clusters Score -8624374 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 69967 members 
Entering Unmasked Estep 
Score: -8624541.000000 Penalty: 3646.622803
	Iteration 19Q: 3 clusters Score -8624541 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 70269 members 
Entering Unmasked Estep 
Score: -8624614.000000 Penalty: 3646.622803
	Iteration 20F: 3 clusters Score -8624614 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -8624722.000000 Penalty: 3646.622803
	Iteration 21Q: 3 clusters Score -8624722 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -8624801.000000 Penalty: 3646.622803
	Iteration 22Q: 3 clusters Score -8624801 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -8624832.000000 Penalty: 3646.622803
	Iteration 23Q: 3 clusters Score -8624832 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -8624890.000000 Penalty: 3646.622803
	Iteration 24Q: 3 clusters Score -8624890 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 71032 members 
Entering Unmasked Estep 
Score: -8624910.000000 Penalty: 3646.622803
	Iteration 25Q: 3 clusters Score -8624910 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -8624945.000000 Penalty: 3646.622803
	Iteration 26Q: 3 clusters Score -8624945 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -8624982.000000 Penalty: 3646.622803
	Iteration 27Q: 3 clusters Score -8624982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -8624994.000000 Penalty: 3646.622803
	Iteration 28Q: 3 clusters Score -8624994 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -8625035.000000 Penalty: 3646.622803
	Iteration 29Q: 3 clusters Score -8625035 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -8625055.000000 Penalty: 3646.622803
	Iteration 30Q: 3 clusters Score -8625055 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -8625059.000000 Penalty: 3646.622803
	Iteration 31Q: 3 clusters Score -8625059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -8625075.000000 Penalty: 3646.622803
	Iteration 32Q: 3 clusters Score -8625075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -8625104.000000 Penalty: 3646.622803
	Iteration 33Q: 3 clusters Score -8625104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
Score: -8625095.000000 Penalty: 3646.622803
	Iteration 34Q: 3 clusters Score -8625095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -8625107.000000 Penalty: 3646.622803
	Iteration 35Q: 3 clusters Score -8625107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -8625111.000000 Penalty: 3646.622803
	Iteration 36Q: 3 clusters Score -8625111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -8625110.000000 Penalty: 3646.622803
	Iteration 37Q: 3 clusters Score -8625110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -8625107.000000 Penalty: 3646.622803
	Iteration 38Q: 3 clusters Score -8625107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -8625113.000000 Penalty: 3646.622803
	Iteration 39Q: 3 clusters Score -8625113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -8625121.000000 Penalty: 3646.622803
	Iteration 40F: 3 clusters Score -8625121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -8625122.000000 Penalty: 3646.622803
	Iteration 41Q: 3 clusters Score -8625122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -8625122.000000 Penalty: 3646.622803
	Iteration 42Q: 3 clusters Score -8625122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -8625122.000000 Penalty: 3646.622803
	Iteration 43Q: 3 clusters Score -8625122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -8625127.000000 Penalty: 3646.622803
	Iteration 44Q: 3 clusters Score -8625127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -8625124.000000 Penalty: 3646.622803
	Iteration 45Q: 3 clusters Score -8625124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 71546 members 
Entering Unmasked Estep 
Score: -8625129.000000 Penalty: 3646.622803
	Iteration 46Q: 3 clusters Score -8625129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -8625126.000000 Penalty: 3646.622803
	Iteration 47Q: 3 clusters Score -8625126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -8625126.000000 Penalty: 3646.622803
	Iteration 48Q: 3 clusters Score -8625126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -8625126.000000 Penalty: 3646.622803
	Iteration 49Q: 3 clusters Score -8625126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -8625126.000000 Penalty: 3646.622803
	Iteration 50Q: 3 clusters Score -8625126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -8625126.000000 Penalty: 3646.622803
	Iteration 51F: 3 clusters Score -8625126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 7 contains 11139 members 
Mstep: Class 8 contains 54529 members 
Mstep: Class 9 contains 18075 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 141693 members 
Mstep: Class 14 contains 9204 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 117286 members 
Mstep: Class 19 contains 3030 members 
Mstep: Class 20 contains 3094 members 
Mstep: Class 21 contains 84884 members 
Mstep: Class 22 contains 18204 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 873 members 
Mstep: Class 25 contains 22517 members 
Mstep: Class 26 contains 4415 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 71542 members 
Entering Unmasked Estep 
Score: -86135192.000000 Penalty: 61608.199219
Splitting cluster 20 changes total score from -86121568.000000 to -86135192.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (18204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Entering Unmasked Estep 
Score: -2144777.000000 Penalty: 1594.026978
	Iteration 0F: 2 clusters Score -2144777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2132250.000000 Penalty: 3188.053955
	Iteration 0F: 3 clusters Score -2132250 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2136631.250000 Penalty: 3188.053955
	Iteration 1F: 3 clusters Score -2136631 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2136992.500000 Penalty: 3188.053955
	Iteration 2F: 3 clusters Score -2136992 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2137379.500000 Penalty: 3188.053955
	Iteration 3Q: 3 clusters Score -2137380 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2137789.500000 Penalty: 3188.053955
	Iteration 4F: 3 clusters Score -2137790 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2138260.500000 Penalty: 3188.053955
	Iteration 5F: 3 clusters Score -2138260 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2138793.000000 Penalty: 3188.053955
	Iteration 6Q: 3 clusters Score -2138793 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2139483.500000 Penalty: 3188.053955
	Iteration 7F: 3 clusters Score -2139484 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2140253.750000 Penalty: 3188.053955
	Iteration 8F: 3 clusters Score -2140254 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2140924.500000 Penalty: 3188.053955
	Iteration 9F: 3 clusters Score -2140924 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2141277.750000 Penalty: 3188.053955
	Iteration 10Q: 3 clusters Score -2141278 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2141443.000000 Penalty: 3188.053955
	Iteration 11Q: 3 clusters Score -2141443 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2141564.500000 Penalty: 3188.053955
	Iteration 12Q: 3 clusters Score -2141564 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2141677.250000 Penalty: 3188.053955
	Iteration 13Q: 3 clusters Score -2141677 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2141794.250000 Penalty: 3188.053955
	Iteration 14Q: 3 clusters Score -2141794 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2141915.000000 Penalty: 3188.053955
	Iteration 15Q: 3 clusters Score -2141915 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2142035.000000 Penalty: 3188.053955
	Iteration 16Q: 3 clusters Score -2142035 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2142161.250000 Penalty: 3188.053955
	Iteration 17Q: 3 clusters Score -2142161 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2142279.500000 Penalty: 3188.053955
	Iteration 18Q: 3 clusters Score -2142280 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2142385.500000 Penalty: 3188.053955
	Iteration 19Q: 3 clusters Score -2142386 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2142455.750000 Penalty: 3188.053955
	Iteration 20F: 3 clusters Score -2142456 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2142517.250000 Penalty: 3188.053955
	Iteration 21Q: 3 clusters Score -2142517 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2142581.250000 Penalty: 3188.053955
	Iteration 22Q: 3 clusters Score -2142581 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2142633.250000 Penalty: 3188.053955
	Iteration 23Q: 3 clusters Score -2142633 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2142685.500000 Penalty: 3188.053955
	Iteration 24Q: 3 clusters Score -2142686 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2142742.750000 Penalty: 3188.053955
	Iteration 25Q: 3 clusters Score -2142743 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2142771.000000 Penalty: 3188.053955
	Iteration 26Q: 3 clusters Score -2142771 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2142827.250000 Penalty: 3188.053955
	Iteration 27Q: 3 clusters Score -2142827 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2142877.250000 Penalty: 3188.053955
	Iteration 28Q: 3 clusters Score -2142877 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2142930.000000 Penalty: 3188.053955
	Iteration 29Q: 3 clusters Score -2142930 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2142962.250000 Penalty: 3188.053955
	Iteration 30Q: 3 clusters Score -2142962 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2142995.250000 Penalty: 3188.053955
	Iteration 31Q: 3 clusters Score -2142995 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2143023.500000 Penalty: 3188.053955
	Iteration 32Q: 3 clusters Score -2143024 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2143037.500000 Penalty: 3188.053955
	Iteration 33Q: 3 clusters Score -2143038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2143069.500000 Penalty: 3188.053955
	Iteration 34Q: 3 clusters Score -2143070 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2143084.000000 Penalty: 3188.053955
	Iteration 35Q: 3 clusters Score -2143084 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2143112.000000 Penalty: 3188.053955
	Iteration 36Q: 3 clusters Score -2143112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2143136.250000 Penalty: 3188.053955
	Iteration 37Q: 3 clusters Score -2143136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2143153.750000 Penalty: 3188.053955
	Iteration 38Q: 3 clusters Score -2143154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2143165.500000 Penalty: 3188.053955
	Iteration 39Q: 3 clusters Score -2143166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2143180.750000 Penalty: 3188.053955
	Iteration 40F: 3 clusters Score -2143181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2143192.750000 Penalty: 3188.053955
	Iteration 41Q: 3 clusters Score -2143193 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2143211.250000 Penalty: 3188.053955
	Iteration 42Q: 3 clusters Score -2143211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2143222.500000 Penalty: 3188.053955
	Iteration 43Q: 3 clusters Score -2143222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2143237.500000 Penalty: 3188.053955
	Iteration 44Q: 3 clusters Score -2143238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2143251.250000 Penalty: 3188.053955
	Iteration 45Q: 3 clusters Score -2143251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2143272.000000 Penalty: 3188.053955
	Iteration 46Q: 3 clusters Score -2143272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2143283.250000 Penalty: 3188.053955
	Iteration 47Q: 3 clusters Score -2143283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2143302.500000 Penalty: 3188.053955
	Iteration 48Q: 3 clusters Score -2143302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2143309.250000 Penalty: 3188.053955
	Iteration 49Q: 3 clusters Score -2143309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2143317.000000 Penalty: 3188.053955
	Iteration 50Q: 3 clusters Score -2143317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2143328.250000 Penalty: 3188.053955
	Iteration 51Q: 3 clusters Score -2143328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2143336.750000 Penalty: 3188.053955
	Iteration 52Q: 3 clusters Score -2143337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2143341.750000 Penalty: 3188.053955
	Iteration 53Q: 3 clusters Score -2143342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2143345.500000 Penalty: 3188.053955
	Iteration 54Q: 3 clusters Score -2143346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2143348.750000 Penalty: 3188.053955
	Iteration 55Q: 3 clusters Score -2143349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2143353.500000 Penalty: 3188.053955
	Iteration 56Q: 3 clusters Score -2143354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2143353.500000 Penalty: 3188.053955
	Iteration 57Q: 3 clusters Score -2143354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2143360.750000 Penalty: 3188.053955
	Iteration 58Q: 3 clusters Score -2143361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2143362.250000 Penalty: 3188.053955
	Iteration 59Q: 3 clusters Score -2143362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2143370.000000 Penalty: 3188.053955
	Iteration 60F: 3 clusters Score -2143370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2143374.250000 Penalty: 3188.053955
	Iteration 61Q: 3 clusters Score -2143374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2143386.000000 Penalty: 3188.053955
	Iteration 62Q: 3 clusters Score -2143386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2143392.250000 Penalty: 3188.053955
	Iteration 63Q: 3 clusters Score -2143392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2143402.250000 Penalty: 3188.053955
	Iteration 64Q: 3 clusters Score -2143402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2143402.750000 Penalty: 3188.053955
	Iteration 65Q: 3 clusters Score -2143403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2143407.000000 Penalty: 3188.053955
	Iteration 66Q: 3 clusters Score -2143407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2143405.750000 Penalty: 3188.053955
	Iteration 67Q: 3 clusters Score -2143406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2143410.750000 Penalty: 3188.053955
	Iteration 68Q: 3 clusters Score -2143411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2143415.000000 Penalty: 3188.053955
	Iteration 69Q: 3 clusters Score -2143415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2143420.250000 Penalty: 3188.053955
	Iteration 70Q: 3 clusters Score -2143420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2143425.000000 Penalty: 3188.053955
	Iteration 71Q: 3 clusters Score -2143425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2143424.750000 Penalty: 3188.053955
	Iteration 72Q: 3 clusters Score -2143425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2143430.250000 Penalty: 3188.053955
	Iteration 73Q: 3 clusters Score -2143430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2143431.750000 Penalty: 3188.053955
	Iteration 74Q: 3 clusters Score -2143432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2143435.500000 Penalty: 3188.053955
	Iteration 75Q: 3 clusters Score -2143436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2143443.500000 Penalty: 3188.053955
	Iteration 76Q: 3 clusters Score -2143444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2143447.250000 Penalty: 3188.053955
	Iteration 77Q: 3 clusters Score -2143447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2143457.000000 Penalty: 3188.053955
	Iteration 78Q: 3 clusters Score -2143457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2143470.750000 Penalty: 3188.053955
	Iteration 79Q: 3 clusters Score -2143471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2143476.500000 Penalty: 3188.053955
	Iteration 80F: 3 clusters Score -2143476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2143484.250000 Penalty: 3188.053955
	Iteration 81Q: 3 clusters Score -2143484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2143488.750000 Penalty: 3188.053955
	Iteration 82Q: 3 clusters Score -2143489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2143489.250000 Penalty: 3188.053955
	Iteration 83Q: 3 clusters Score -2143489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2143496.000000 Penalty: 3188.053955
	Iteration 84Q: 3 clusters Score -2143496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2143499.750000 Penalty: 3188.053955
	Iteration 85Q: 3 clusters Score -2143500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2143496.500000 Penalty: 3188.053955
	Iteration 86Q: 3 clusters Score -2143496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2143498.000000 Penalty: 3188.053955
	Iteration 87Q: 3 clusters Score -2143498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2143506.250000 Penalty: 3188.053955
	Iteration 88Q: 3 clusters Score -2143506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2143508.750000 Penalty: 3188.053955
	Iteration 89Q: 3 clusters Score -2143509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2143512.500000 Penalty: 3188.053955
	Iteration 90Q: 3 clusters Score -2143512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2143515.750000 Penalty: 3188.053955
	Iteration 91Q: 3 clusters Score -2143516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2143522.750000 Penalty: 3188.053955
	Iteration 92Q: 3 clusters Score -2143523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2143527.000000 Penalty: 3188.053955
	Iteration 93Q: 3 clusters Score -2143527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2143532.000000 Penalty: 3188.053955
	Iteration 94Q: 3 clusters Score -2143532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2143529.500000 Penalty: 3188.053955
	Iteration 95Q: 3 clusters Score -2143530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2143531.750000 Penalty: 3188.053955
	Iteration 96Q: 3 clusters Score -2143532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2143533.750000 Penalty: 3188.053955
	Iteration 97Q: 3 clusters Score -2143534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2143537.500000 Penalty: 3188.053955
	Iteration 98Q: 3 clusters Score -2143538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2143535.750000 Penalty: 3188.053955
	Iteration 99Q: 3 clusters Score -2143536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2143538.500000 Penalty: 3188.053955
	Iteration 100F: 3 clusters Score -2143538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2143540.000000 Penalty: 3188.053955
	Iteration 101Q: 3 clusters Score -2143540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2143544.250000 Penalty: 3188.053955
	Iteration 102Q: 3 clusters Score -2143544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2143550.750000 Penalty: 3188.053955
	Iteration 103Q: 3 clusters Score -2143551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2143555.250000 Penalty: 3188.053955
	Iteration 104Q: 3 clusters Score -2143555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2143559.500000 Penalty: 3188.053955
	Iteration 105Q: 3 clusters Score -2143560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2143562.500000 Penalty: 3188.053955
	Iteration 106Q: 3 clusters Score -2143562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2143563.750000 Penalty: 3188.053955
	Iteration 107Q: 3 clusters Score -2143564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2143567.500000 Penalty: 3188.053955
	Iteration 108Q: 3 clusters Score -2143568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2143568.000000 Penalty: 3188.053955
	Iteration 109Q: 3 clusters Score -2143568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2143569.250000 Penalty: 3188.053955
	Iteration 110Q: 3 clusters Score -2143569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2143571.000000 Penalty: 3188.053955
	Iteration 111Q: 3 clusters Score -2143571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2143571.500000 Penalty: 3188.053955
	Iteration 112Q: 3 clusters Score -2143572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2143572.000000 Penalty: 3188.053955
	Iteration 113Q: 3 clusters Score -2143572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2143572.500000 Penalty: 3188.053955
	Iteration 114Q: 3 clusters Score -2143572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2143573.750000 Penalty: 3188.053955
	Iteration 115Q: 3 clusters Score -2143574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2143575.000000 Penalty: 3188.053955
	Iteration 116Q: 3 clusters Score -2143575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2143575.000000 Penalty: 3188.053955
	Iteration 117F: 3 clusters Score -2143575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -467627.218750 Penalty: 1349.400024
	Iteration 0F: 2 clusters Score -467627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -464240.250000 Penalty: 2698.800049
	Iteration 0F: 3 clusters Score -464240.2 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -465147.750000 Penalty: 2698.800049
	Iteration 1F: 3 clusters Score -465147.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -465338.000000 Penalty: 2698.800049
	Iteration 2F: 3 clusters Score -465338 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -465463.406250 Penalty: 2698.800049
	Iteration 3F: 3 clusters Score -465463.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -465557.937500 Penalty: 2698.800049
	Iteration 4Q: 3 clusters Score -465557.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -465652.687500 Penalty: 2698.800049
	Iteration 5Q: 3 clusters Score -465652.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -465732.468750 Penalty: 2698.800049
	Iteration 6Q: 3 clusters Score -465732.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -465813.281250 Penalty: 2698.800049
	Iteration 7Q: 3 clusters Score -465813.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -465894.156250 Penalty: 2698.800049
	Iteration 8Q: 3 clusters Score -465894.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -465973.250000 Penalty: 2698.800049
	Iteration 9Q: 3 clusters Score -465973.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -466040.562500 Penalty: 2698.800049
	Iteration 10Q: 3 clusters Score -466040.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -466093.531250 Penalty: 2698.800049
	Iteration 11Q: 3 clusters Score -466093.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -466142.968750 Penalty: 2698.800049
	Iteration 12Q: 3 clusters Score -466143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -466188.218750 Penalty: 2698.800049
	Iteration 13Q: 3 clusters Score -466188.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -466230.781250 Penalty: 2698.800049
	Iteration 14Q: 3 clusters Score -466230.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -466264.093750 Penalty: 2698.800049
	Iteration 15Q: 3 clusters Score -466264.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -466295.562500 Penalty: 2698.800049
	Iteration 16Q: 3 clusters Score -466295.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -466314.781250 Penalty: 2698.800049
	Iteration 17Q: 3 clusters Score -466314.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -466333.718750 Penalty: 2698.800049
	Iteration 18Q: 3 clusters Score -466333.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -466347.187500 Penalty: 2698.800049
	Iteration 19Q: 3 clusters Score -466347.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -466360.468750 Penalty: 2698.800049
	Iteration 20F: 3 clusters Score -466360.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -466374.906250 Penalty: 2698.800049
	Iteration 21Q: 3 clusters Score -466374.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -466387.781250 Penalty: 2698.800049
	Iteration 22Q: 3 clusters Score -466387.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -466394.500000 Penalty: 2698.800049
	Iteration 23Q: 3 clusters Score -466394.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -466402.562500 Penalty: 2698.800049
	Iteration 24Q: 3 clusters Score -466402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -466407.750000 Penalty: 2698.800049
	Iteration 25Q: 3 clusters Score -466407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -466413.531250 Penalty: 2698.800049
	Iteration 26Q: 3 clusters Score -466413.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -466416.750000 Penalty: 2698.800049
	Iteration 27Q: 3 clusters Score -466416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -466419.031250 Penalty: 2698.800049
	Iteration 28Q: 3 clusters Score -466419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -466420.343750 Penalty: 2698.800049
	Iteration 29Q: 3 clusters Score -466420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -466423.218750 Penalty: 2698.800049
	Iteration 30Q: 3 clusters Score -466423.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -466426.875000 Penalty: 2698.800049
	Iteration 31Q: 3 clusters Score -466426.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -466428.812500 Penalty: 2698.800049
	Iteration 32Q: 3 clusters Score -466428.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -466430.906250 Penalty: 2698.800049
	Iteration 33Q: 3 clusters Score -466430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -466434.531250 Penalty: 2698.800049
	Iteration 34Q: 3 clusters Score -466434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -466436.062500 Penalty: 2698.800049
	Iteration 35Q: 3 clusters Score -466436.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -466438.218750 Penalty: 2698.800049
	Iteration 36Q: 3 clusters Score -466438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -466440.656250 Penalty: 2698.800049
	Iteration 37Q: 3 clusters Score -466440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -466441.031250 Penalty: 2698.800049
	Iteration 38Q: 3 clusters Score -466441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -466442.281250 Penalty: 2698.800049
	Iteration 39Q: 3 clusters Score -466442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -466442.750000 Penalty: 2698.800049
	Iteration 40F: 3 clusters Score -466442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -466444.000000 Penalty: 2698.800049
	Iteration 41Q: 3 clusters Score -466444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -466447.125000 Penalty: 2698.800049
	Iteration 42Q: 3 clusters Score -466447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -466450.500000 Penalty: 2698.800049
	Iteration 43Q: 3 clusters Score -466450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -466451.531250 Penalty: 2698.800049
	Iteration 44Q: 3 clusters Score -466451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -466452.031250 Penalty: 2698.800049
	Iteration 45Q: 3 clusters Score -466452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -466452.468750 Penalty: 2698.800049
	Iteration 46Q: 3 clusters Score -466452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -466453.875000 Penalty: 2698.800049
	Iteration 47Q: 3 clusters Score -466453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -466453.875000 Penalty: 2698.800049
	Iteration 48F: 3 clusters Score -466453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 18130 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 28166 members 
Mstep: Class 8 contains 54529 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 141693 members 
Mstep: Class 14 contains 9204 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 117286 members 
Mstep: Class 19 contains 3030 members 
Mstep: Class 20 contains 3094 members 
Mstep: Class 22 contains 18204 members 
Mstep: Class 23 contains 4040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86147160.000000 Penalty: 61608.199219
Iteration 39Q: 29 clusters Score -8.614716e+07 nChanged 26978
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5025 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 17436 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 28082 members 
Mstep: Class 7 contains 10968 members 
Mstep: Class 8 contains 58328 members 
Mstep: Class 9 contains 17762 members 
Mstep: Class 10 contains 9008 members 
Mstep: Class 11 contains 550 members 
Mstep: Class 12 contains 83546 members 
Mstep: Class 13 contains 142295 members 
Mstep: Class 14 contains 9652 members 
Mstep: Class 15 contains 21814 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 11294 members 
Mstep: Class 18 contains 121726 members 
Mstep: Class 19 contains 3288 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 81581 members 
Mstep: Class 22 contains 18396 members 
Mstep: Class 23 contains 4045 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 21637 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 1243 members 
Mstep: Class 28 contains 68279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86159104.000000 Penalty: 61608.199219
Iteration 40F: 29 clusters Score -8.61591e+07 nChanged 22217
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4748 members 
Mstep: Class 3 contains 3803 members 
Mstep: Class 4 contains 16686 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 27836 members 
Mstep: Class 7 contains 11548 members 
Mstep: Class 8 contains 59859 members 
Mstep: Class 9 contains 17657 members 
Mstep: Class 10 contains 8927 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 81826 members 
Mstep: Class 13 contains 140710 members 
Mstep: Class 14 contains 9941 members 
Mstep: Class 15 contains 22895 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 11294 members 
Mstep: Class 18 contains 123706 members 
Mstep: Class 19 contains 3352 members 
Mstep: Class 20 contains 3286 members 
Mstep: Class 21 contains 81830 members 
Mstep: Class 22 contains 18514 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 22028 members 
Mstep: Class 26 contains 5136 members 
Mstep: Class 27 contains 1126 members 
Mstep: Class 28 contains 66535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86166296.000000 Penalty: 61608.199219
Iteration 41Q: 29 clusters Score -8.61663e+07 nChanged 16117
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4533 members 
Mstep: Class 3 contains 3848 members 
Mstep: Class 4 contains 16173 members 
Mstep: Class 5 contains 3138 members 
Mstep: Class 6 contains 27632 members 
Mstep: Class 7 contains 11901 members 
Mstep: Class 8 contains 61057 members 
Mstep: Class 9 contains 17601 members 
Mstep: Class 10 contains 8782 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 80167 members 
Mstep: Class 13 contains 139149 members 
Mstep: Class 14 contains 10204 members 
Mstep: Class 15 contains 23920 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 126022 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 3374 members 
Mstep: Class 21 contains 82324 members 
Mstep: Class 22 contains 18593 members 
Mstep: Class 23 contains 3929 members 
Mstep: Class 24 contains 2095 members 
Mstep: Class 25 contains 22201 members 
Mstep: Class 26 contains 5356 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 64712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86168904.000000 Penalty: 61608.199219
Iteration 42Q: 29 clusters Score -8.61689e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4421 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 4 contains 15796 members 
Mstep: Class 5 contains 3212 members 
Mstep: Class 6 contains 27528 members 
Mstep: Class 7 contains 12150 members 
Mstep: Class 8 contains 62184 members 
Mstep: Class 9 contains 17595 members 
Mstep: Class 10 contains 8604 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 78747 members 
Mstep: Class 13 contains 137690 members 
Mstep: Class 14 contains 10413 members 
Mstep: Class 15 contains 24949 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 11312 members 
Mstep: Class 18 contains 128113 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 3463 members 
Mstep: Class 21 contains 82743 members 
Mstep: Class 22 contains 18632 members 
Mstep: Class 23 contains 3881 members 
Mstep: Class 24 contains 2275 members 
Mstep: Class 25 contains 22260 members 
Mstep: Class 26 contains 5525 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 62903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86171640.000000 Penalty: 61608.199219
Iteration 43Q: 29 clusters Score -8.617164e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4392 members 
Mstep: Class 3 contains 3934 members 
Mstep: Class 4 contains 15535 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 27471 members 
Mstep: Class 7 contains 12343 members 
Mstep: Class 8 contains 63194 members 
Mstep: Class 9 contains 17589 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 77457 members 
Mstep: Class 13 contains 136210 members 
Mstep: Class 14 contains 10592 members 
Mstep: Class 15 contains 26037 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 17 contains 11311 members 
Mstep: Class 18 contains 129875 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 3549 members 
Mstep: Class 21 contains 83194 members 
Mstep: Class 22 contains 18695 members 
Mstep: Class 23 contains 3839 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 22288 members 
Mstep: Class 26 contains 5689 members 
Mstep: Class 27 contains 960 members 
Mstep: Class 28 contains 61227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86173312.000000 Penalty: 61608.199219
Iteration 44Q: 29 clusters Score -8.617331e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4405 members 
Mstep: Class 3 contains 3978 members 
Mstep: Class 4 contains 15347 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 27398 members 
Mstep: Class 7 contains 12507 members 
Mstep: Class 8 contains 64143 members 
Mstep: Class 9 contains 17600 members 
Mstep: Class 10 contains 8252 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 76464 members 
Mstep: Class 13 contains 134749 members 
Mstep: Class 14 contains 10746 members 
Mstep: Class 15 contains 27159 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 11305 members 
Mstep: Class 18 contains 131236 members 
Mstep: Class 19 contains 3603 members 
Mstep: Class 20 contains 3608 members 
Mstep: Class 21 contains 83583 members 
Mstep: Class 22 contains 18765 members 
Mstep: Class 23 contains 3792 members 
Mstep: Class 24 contains 2434 members 
Mstep: Class 25 contains 22302 members 
Mstep: Class 26 contains 5858 members 
Mstep: Class 27 contains 938 members 
Mstep: Class 28 contains 59711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86174992.000000 Penalty: 61608.199219
Iteration 45Q: 29 clusters Score -8.617499e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 15214 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 27404 members 
Mstep: Class 7 contains 12630 members 
Mstep: Class 8 contains 65110 members 
Mstep: Class 9 contains 17605 members 
Mstep: Class 10 contains 8019 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 75564 members 
Mstep: Class 13 contains 133460 members 
Mstep: Class 14 contains 10885 members 
Mstep: Class 15 contains 28364 members 
Mstep: Class 16 contains 1590 members 
Mstep: Class 17 contains 11313 members 
Mstep: Class 18 contains 132220 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 3652 members 
Mstep: Class 21 contains 83895 members 
Mstep: Class 22 contains 18775 members 
Mstep: Class 23 contains 3760 members 
Mstep: Class 24 contains 2460 members 
Mstep: Class 25 contains 22333 members 
Mstep: Class 26 contains 6029 members 
Mstep: Class 27 contains 921 members 
Mstep: Class 28 contains 58289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86176448.000000 Penalty: 61608.199219
Iteration 46Q: 29 clusters Score -8.617645e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4488 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 15121 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 27418 members 
Mstep: Class 7 contains 12750 members 
Mstep: Class 8 contains 65984 members 
Mstep: Class 9 contains 17625 members 
Mstep: Class 10 contains 7790 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 74773 members 
Mstep: Class 13 contains 132223 members 
Mstep: Class 14 contains 10998 members 
Mstep: Class 15 contains 29630 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 11319 members 
Mstep: Class 18 contains 133048 members 
Mstep: Class 19 contains 3669 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 84102 members 
Mstep: Class 22 contains 18803 members 
Mstep: Class 23 contains 3727 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 22341 members 
Mstep: Class 26 contains 6196 members 
Mstep: Class 27 contains 905 members 
Mstep: Class 28 contains 56978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86177432.000000 Penalty: 61608.199219
Iteration 47Q: 29 clusters Score -8.617743e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4561 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 15053 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 27485 members 
Mstep: Class 7 contains 12858 members 
Mstep: Class 8 contains 66814 members 
Mstep: Class 9 contains 17663 members 
Mstep: Class 10 contains 7555 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 74149 members 
Mstep: Class 13 contains 130995 members 
Mstep: Class 14 contains 11108 members 
Mstep: Class 15 contains 30987 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 11326 members 
Mstep: Class 18 contains 133590 members 
Mstep: Class 19 contains 3703 members 
Mstep: Class 20 contains 3730 members 
Mstep: Class 21 contains 84196 members 
Mstep: Class 22 contains 18806 members 
Mstep: Class 23 contains 3701 members 
Mstep: Class 24 contains 2496 members 
Mstep: Class 25 contains 22337 members 
Mstep: Class 26 contains 6344 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 55756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86178312.000000 Penalty: 61608.199219
Iteration 48Q: 29 clusters Score -8.617831e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 15001 members 
Mstep: Class 5 contains 3454 members 
Mstep: Class 6 contains 27555 members 
Mstep: Class 7 contains 12946 members 
Mstep: Class 8 contains 67605 members 
Mstep: Class 9 contains 17709 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 539 members 
Mstep: Class 12 contains 73620 members 
Mstep: Class 13 contains 129879 members 
Mstep: Class 14 contains 11217 members 
Mstep: Class 15 contains 32410 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 11330 members 
Mstep: Class 18 contains 133961 members 
Mstep: Class 19 contains 3710 members 
Mstep: Class 20 contains 3769 members 
Mstep: Class 21 contains 84229 members 
Mstep: Class 22 contains 18782 members 
Mstep: Class 23 contains 3659 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 22351 members 
Mstep: Class 26 contains 6465 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 54619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86179376.000000 Penalty: 61608.199219
Iteration 49Q: 29 clusters Score -8.617938e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 4056 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 3490 members 
Mstep: Class 6 contains 27608 members 
Mstep: Class 7 contains 13034 members 
Mstep: Class 8 contains 68366 members 
Mstep: Class 9 contains 17758 members 
Mstep: Class 10 contains 7064 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 73148 members 
Mstep: Class 13 contains 128802 members 
Mstep: Class 14 contains 11356 members 
Mstep: Class 15 contains 33843 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 11318 members 
Mstep: Class 18 contains 134250 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 84149 members 
Mstep: Class 22 contains 18801 members 
Mstep: Class 23 contains 3628 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 22336 members 
Mstep: Class 26 contains 6606 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 53558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86180064.000000 Penalty: 61608.199219
Iteration 50Q: 29 clusters Score -8.618006e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4819 members 
Mstep: Class 3 contains 4062 members 
Mstep: Class 4 contains 14951 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 27682 members 
Mstep: Class 7 contains 13129 members 
Mstep: Class 8 contains 69116 members 
Mstep: Class 9 contains 17803 members 
Mstep: Class 10 contains 6809 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 72737 members 
Mstep: Class 13 contains 127688 members 
Mstep: Class 14 contains 11510 members 
Mstep: Class 15 contains 35307 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 134461 members 
Mstep: Class 19 contains 3716 members 
Mstep: Class 20 contains 3854 members 
Mstep: Class 21 contains 84051 members 
Mstep: Class 22 contains 18838 members 
Mstep: Class 23 contains 3614 members 
Mstep: Class 24 contains 2515 members 
Mstep: Class 25 contains 22297 members 
Mstep: Class 26 contains 6738 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 52501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86181192.000000 Penalty: 61608.199219
Iteration 51Q: 29 clusters Score -8.618119e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4875 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 14963 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 27805 members 
Mstep: Class 7 contains 13225 members 
Mstep: Class 8 contains 69809 members 
Mstep: Class 9 contains 17828 members 
Mstep: Class 10 contains 6583 members 
Mstep: Class 11 contains 540 members 
Mstep: Class 12 contains 72406 members 
Mstep: Class 13 contains 126603 members 
Mstep: Class 14 contains 11653 members 
Mstep: Class 15 contains 36833 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 134638 members 
Mstep: Class 19 contains 3729 members 
Mstep: Class 20 contains 3884 members 
Mstep: Class 21 contains 83863 members 
Mstep: Class 22 contains 18876 members 
Mstep: Class 23 contains 3597 members 
Mstep: Class 24 contains 2526 members 
Mstep: Class 25 contains 22237 members 
Mstep: Class 26 contains 6880 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 51388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86181928.000000 Penalty: 61608.199219
Iteration 52Q: 29 clusters Score -8.618193e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 4101 members 
Mstep: Class 4 contains 14997 members 
Mstep: Class 5 contains 3543 members 
Mstep: Class 6 contains 27911 members 
Mstep: Class 7 contains 13330 members 
Mstep: Class 8 contains 70448 members 
Mstep: Class 9 contains 17857 members 
Mstep: Class 10 contains 6350 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 72166 members 
Mstep: Class 13 contains 125707 members 
Mstep: Class 14 contains 11810 members 
Mstep: Class 15 contains 38304 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 134742 members 
Mstep: Class 19 contains 3735 members 
Mstep: Class 20 contains 3906 members 
Mstep: Class 21 contains 83692 members 
Mstep: Class 22 contains 18816 members 
Mstep: Class 23 contains 3575 members 
Mstep: Class 24 contains 2523 members 
Mstep: Class 25 contains 22202 members 
Mstep: Class 26 contains 7007 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 50284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182640.000000 Penalty: 61608.199219
Iteration 53Q: 29 clusters Score -8.618264e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4927 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 15020 members 
Mstep: Class 5 contains 3560 members 
Mstep: Class 6 contains 28045 members 
Mstep: Class 7 contains 13423 members 
Mstep: Class 8 contains 71051 members 
Mstep: Class 9 contains 17891 members 
Mstep: Class 10 contains 6137 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 71973 members 
Mstep: Class 13 contains 124828 members 
Mstep: Class 14 contains 11979 members 
Mstep: Class 15 contains 39791 members 
Mstep: Class 16 contains 1529 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 134837 members 
Mstep: Class 19 contains 3741 members 
Mstep: Class 20 contains 3922 members 
Mstep: Class 21 contains 83527 members 
Mstep: Class 22 contains 18701 members 
Mstep: Class 23 contains 3553 members 
Mstep: Class 24 contains 2520 members 
Mstep: Class 25 contains 22170 members 
Mstep: Class 26 contains 7130 members 
Mstep: Class 27 contains 890 members 
Mstep: Class 28 contains 49179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86183664.000000 Penalty: 61608.199219
Iteration 54Q: 29 clusters Score -8.618366e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 4146 members 
Mstep: Class 4 contains 15049 members 
Mstep: Class 5 contains 3571 members 
Mstep: Class 6 contains 28176 members 
Mstep: Class 7 contains 13502 members 
Mstep: Class 8 contains 71680 members 
Mstep: Class 9 contains 17941 members 
Mstep: Class 10 contains 5906 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 71809 members 
Mstep: Class 13 contains 124030 members 
Mstep: Class 14 contains 12151 members 
Mstep: Class 15 contains 41219 members 
Mstep: Class 16 contains 1514 members 
Mstep: Class 17 contains 11299 members 
Mstep: Class 18 contains 134949 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 83264 members 
Mstep: Class 22 contains 18585 members 
Mstep: Class 23 contains 3529 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 22116 members 
Mstep: Class 26 contains 7272 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 48070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86184432.000000 Penalty: 61608.199219
Iteration 55Q: 29 clusters Score -8.618443e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 15073 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 28284 members 
Mstep: Class 7 contains 13594 members 
Mstep: Class 8 contains 72307 members 
Mstep: Class 9 contains 17995 members 
Mstep: Class 10 contains 5671 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 71626 members 
Mstep: Class 13 contains 123243 members 
Mstep: Class 14 contains 12344 members 
Mstep: Class 15 contains 42653 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 11284 members 
Mstep: Class 18 contains 135112 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 3948 members 
Mstep: Class 21 contains 82946 members 
Mstep: Class 22 contains 18514 members 
Mstep: Class 23 contains 3508 members 
Mstep: Class 24 contains 2524 members 
Mstep: Class 25 contains 22063 members 
Mstep: Class 26 contains 7418 members 
Mstep: Class 27 contains 889 members 
Mstep: Class 28 contains 46899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86185888.000000 Penalty: 61608.199219
Iteration 56Q: 29 clusters Score -8.618589e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 4187 members 
Mstep: Class 4 contains 15106 members 
Mstep: Class 5 contains 3600 members 
Mstep: Class 6 contains 28382 members 
Mstep: Class 7 contains 13675 members 
Mstep: Class 8 contains 72913 members 
Mstep: Class 9 contains 18039 members 
Mstep: Class 10 contains 5451 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 71429 members 
Mstep: Class 13 contains 122512 members 
Mstep: Class 14 contains 12558 members 
Mstep: Class 15 contains 43979 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 11272 members 
Mstep: Class 18 contains 135368 members 
Mstep: Class 19 contains 3799 members 
Mstep: Class 20 contains 3953 members 
Mstep: Class 21 contains 82625 members 
Mstep: Class 22 contains 18439 members 
Mstep: Class 23 contains 3480 members 
Mstep: Class 24 contains 2528 members 
Mstep: Class 25 contains 21986 members 
Mstep: Class 26 contains 7577 members 
Mstep: Class 27 contains 889 members 
Mstep: Class 28 contains 45716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86186640.000000 Penalty: 61608.199219
Iteration 57Q: 29 clusters Score -8.618664e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 4204 members 
Mstep: Class 4 contains 15124 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 28479 members 
Mstep: Class 7 contains 13739 members 
Mstep: Class 8 contains 73500 members 
Mstep: Class 9 contains 18068 members 
Mstep: Class 10 contains 5236 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 71245 members 
Mstep: Class 13 contains 121830 members 
Mstep: Class 14 contains 12767 members 
Mstep: Class 15 contains 45255 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 11263 members 
Mstep: Class 18 contains 135612 members 
Mstep: Class 19 contains 3826 members 
Mstep: Class 20 contains 3952 members 
Mstep: Class 21 contains 82263 members 
Mstep: Class 22 contains 18400 members 
Mstep: Class 23 contains 3457 members 
Mstep: Class 24 contains 2536 members 
Mstep: Class 25 contains 21907 members 
Mstep: Class 26 contains 7733 members 
Mstep: Class 27 contains 889 members 
Mstep: Class 28 contains 44597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86187688.000000 Penalty: 61608.199219
Iteration 58Q: 29 clusters Score -8.618769e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 4213 members 
Mstep: Class 4 contains 15164 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 28557 members 
Mstep: Class 7 contains 13783 members 
Mstep: Class 8 contains 74079 members 
Mstep: Class 9 contains 18107 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 71092 members 
Mstep: Class 13 contains 121189 members 
Mstep: Class 14 contains 12946 members 
Mstep: Class 15 contains 46448 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 11253 members 
Mstep: Class 18 contains 135932 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 81926 members 
Mstep: Class 22 contains 18331 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 2542 members 
Mstep: Class 25 contains 21813 members 
Mstep: Class 26 contains 7897 members 
Mstep: Class 27 contains 889 members 
Mstep: Class 28 contains 43494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86188376.000000 Penalty: 61608.199219
Iteration 59Q: 29 clusters Score -8.618838e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 4232 members 
Mstep: Class 4 contains 15205 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 28638 members 
Mstep: Class 7 contains 13837 members 
Mstep: Class 8 contains 74656 members 
Mstep: Class 9 contains 18144 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 547 members 
Mstep: Class 12 contains 70956 members 
Mstep: Class 13 contains 120535 members 
Mstep: Class 14 contains 13138 members 
Mstep: Class 15 contains 47607 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 11241 members 
Mstep: Class 18 contains 136167 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 3977 members 
Mstep: Class 21 contains 81591 members 
Mstep: Class 22 contains 18259 members 
Mstep: Class 23 contains 3411 members 
Mstep: Class 24 contains 2538 members 
Mstep: Class 25 contains 21732 members 
Mstep: Class 26 contains 8062 members 
Mstep: Class 27 contains 888 members 
Mstep: Class 28 contains 42469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86189688.000000 Penalty: 61608.199219
Iteration 60F: 29 clusters Score -8.618969e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 4257 members 
Mstep: Class 4 contains 15220 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 28711 members 
Mstep: Class 7 contains 13901 members 
Mstep: Class 8 contains 75184 members 
Mstep: Class 9 contains 18191 members 
Mstep: Class 10 contains 4620 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 70839 members 
Mstep: Class 13 contains 119605 members 
Mstep: Class 14 contains 13305 members 
Mstep: Class 15 contains 49180 members 
Mstep: Class 16 contains 1477 members 
Mstep: Class 17 contains 11237 members 
Mstep: Class 18 contains 136398 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 3986 members 
Mstep: Class 21 contains 81079 members 
Mstep: Class 22 contains 18162 members 
Mstep: Class 23 contains 3391 members 
Mstep: Class 24 contains 2538 members 
Mstep: Class 25 contains 21619 members 
Mstep: Class 26 contains 8249 members 
Mstep: Class 27 contains 887 members 
Mstep: Class 28 contains 41496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86191120.000000 Penalty: 61608.199219
Iteration 61Q: 29 clusters Score -8.619112e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5141 members 
Mstep: Class 3 contains 4268 members 
Mstep: Class 4 contains 15257 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 28772 members 
Mstep: Class 7 contains 13945 members 
Mstep: Class 8 contains 75731 members 
Mstep: Class 9 contains 18234 members 
Mstep: Class 10 contains 4455 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 70751 members 
Mstep: Class 13 contains 118786 members 
Mstep: Class 14 contains 13477 members 
Mstep: Class 15 contains 50686 members 
Mstep: Class 16 contains 1409 members 
Mstep: Class 17 contains 11232 members 
Mstep: Class 18 contains 136616 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 3996 members 
Mstep: Class 21 contains 80507 members 
Mstep: Class 22 contains 18034 members 
Mstep: Class 23 contains 3357 members 
Mstep: Class 24 contains 2536 members 
Mstep: Class 25 contains 21572 members 
Mstep: Class 26 contains 8447 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 40555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86191760.000000 Penalty: 61608.199219
Iteration 62Q: 29 clusters Score -8.619176e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5190 members 
Mstep: Class 3 contains 4299 members 
Mstep: Class 4 contains 15298 members 
Mstep: Class 5 contains 3644 members 
Mstep: Class 6 contains 28844 members 
Mstep: Class 7 contains 13979 members 
Mstep: Class 8 contains 76314 members 
Mstep: Class 9 contains 18267 members 
Mstep: Class 10 contains 4300 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 70722 members 
Mstep: Class 13 contains 118017 members 
Mstep: Class 14 contains 13629 members 
Mstep: Class 15 contains 52168 members 
Mstep: Class 16 contains 1341 members 
Mstep: Class 17 contains 11221 members 
Mstep: Class 18 contains 136760 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 4002 members 
Mstep: Class 21 contains 79884 members 
Mstep: Class 22 contains 17887 members 
Mstep: Class 23 contains 3334 members 
Mstep: Class 24 contains 2532 members 
Mstep: Class 25 contains 21493 members 
Mstep: Class 26 contains 8677 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 39627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86192960.000000 Penalty: 61608.199219
Iteration 63Q: 29 clusters Score -8.619296e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5239 members 
Mstep: Class 3 contains 4312 members 
Mstep: Class 4 contains 15333 members 
Mstep: Class 5 contains 3646 members 
Mstep: Class 6 contains 28904 members 
Mstep: Class 7 contains 14004 members 
Mstep: Class 8 contains 76855 members 
Mstep: Class 9 contains 18289 members 
Mstep: Class 10 contains 4167 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 70707 members 
Mstep: Class 13 contains 117390 members 
Mstep: Class 14 contains 13751 members 
Mstep: Class 15 contains 53569 members 
Mstep: Class 16 contains 1299 members 
Mstep: Class 17 contains 11205 members 
Mstep: Class 18 contains 136893 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 79224 members 
Mstep: Class 22 contains 17731 members 
Mstep: Class 23 contains 3309 members 
Mstep: Class 24 contains 2529 members 
Mstep: Class 25 contains 21346 members 
Mstep: Class 26 contains 8955 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 38775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86193336.000000 Penalty: 61608.199219
Iteration 64Q: 29 clusters Score -8.619334e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 4334 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 28947 members 
Mstep: Class 7 contains 14022 members 
Mstep: Class 8 contains 77375 members 
Mstep: Class 9 contains 18312 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 70701 members 
Mstep: Class 13 contains 116802 members 
Mstep: Class 14 contains 13858 members 
Mstep: Class 15 contains 54983 members 
Mstep: Class 16 contains 1261 members 
Mstep: Class 17 contains 11202 members 
Mstep: Class 18 contains 136978 members 
Mstep: Class 19 contains 3916 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 78513 members 
Mstep: Class 22 contains 17585 members 
Mstep: Class 23 contains 3287 members 
Mstep: Class 24 contains 2527 members 
Mstep: Class 25 contains 21159 members 
Mstep: Class 26 contains 9268 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 37993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86193992.000000 Penalty: 61608.199219
Iteration 65Q: 29 clusters Score -8.619399e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 4353 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 29000 members 
Mstep: Class 7 contains 14048 members 
Mstep: Class 8 contains 77908 members 
Mstep: Class 9 contains 18348 members 
Mstep: Class 10 contains 3912 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 70750 members 
Mstep: Class 13 contains 116212 members 
Mstep: Class 14 contains 13964 members 
Mstep: Class 15 contains 56418 members 
Mstep: Class 16 contains 1235 members 
Mstep: Class 17 contains 11203 members 
Mstep: Class 18 contains 137071 members 
Mstep: Class 19 contains 3935 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 77743 members 
Mstep: Class 22 contains 17407 members 
Mstep: Class 23 contains 3270 members 
Mstep: Class 24 contains 2528 members 
Mstep: Class 25 contains 20956 members 
Mstep: Class 26 contains 9576 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 37206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86194344.000000 Penalty: 61608.199219
Iteration 66Q: 29 clusters Score -8.619434e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5296 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 15424 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 29023 members 
Mstep: Class 7 contains 14069 members 
Mstep: Class 8 contains 78459 members 
Mstep: Class 9 contains 18383 members 
Mstep: Class 10 contains 3789 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 70798 members 
Mstep: Class 13 contains 115662 members 
Mstep: Class 14 contains 14034 members 
Mstep: Class 15 contains 57788 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 11207 members 
Mstep: Class 18 contains 137168 members 
Mstep: Class 19 contains 3948 members 
Mstep: Class 20 contains 4017 members 
Mstep: Class 21 contains 76944 members 
Mstep: Class 22 contains 17221 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 2529 members 
Mstep: Class 25 contains 20736 members 
Mstep: Class 26 contains 9898 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 36495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195144.000000 Penalty: 61608.199219
Iteration 67Q: 29 clusters Score -8.619514e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 15420 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 29031 members 
Mstep: Class 7 contains 14061 members 
Mstep: Class 8 contains 79100 members 
Mstep: Class 9 contains 18407 members 
Mstep: Class 10 contains 3667 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 70842 members 
Mstep: Class 13 contains 115173 members 
Mstep: Class 14 contains 14077 members 
Mstep: Class 15 contains 59136 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 11210 members 
Mstep: Class 18 contains 137200 members 
Mstep: Class 19 contains 3968 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 76131 members 
Mstep: Class 22 contains 17022 members 
Mstep: Class 23 contains 3229 members 
Mstep: Class 24 contains 2527 members 
Mstep: Class 25 contains 20516 members 
Mstep: Class 26 contains 10237 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 35855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86195720.000000 Penalty: 61608.199219
Iteration 68Q: 29 clusters Score -8.619572e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5295 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 15409 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 29022 members 
Mstep: Class 7 contains 14046 members 
Mstep: Class 8 contains 79648 members 
Mstep: Class 9 contains 18439 members 
Mstep: Class 10 contains 3561 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 70921 members 
Mstep: Class 13 contains 114693 members 
Mstep: Class 14 contains 14122 members 
Mstep: Class 15 contains 60527 members 
Mstep: Class 16 contains 1194 members 
Mstep: Class 17 contains 11206 members 
Mstep: Class 18 contains 137211 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 20 contains 4002 members 
Mstep: Class 21 contains 75272 members 
Mstep: Class 22 contains 16860 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 2526 members 
Mstep: Class 25 contains 20292 members 
Mstep: Class 26 contains 10571 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 35292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86196200.000000 Penalty: 61608.199219
Iteration 69Q: 29 clusters Score -8.61962e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5284 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 15397 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 29005 members 
Mstep: Class 7 contains 14032 members 
Mstep: Class 8 contains 80153 members 
Mstep: Class 9 contains 18471 members 
Mstep: Class 10 contains 3456 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 70985 members 
Mstep: Class 13 contains 114246 members 
Mstep: Class 14 contains 14141 members 
Mstep: Class 15 contains 61880 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 11206 members 
Mstep: Class 18 contains 137244 members 
Mstep: Class 19 contains 4011 members 
Mstep: Class 20 contains 4003 members 
Mstep: Class 21 contains 74399 members 
Mstep: Class 22 contains 16704 members 
Mstep: Class 23 contains 3200 members 
Mstep: Class 24 contains 2525 members 
Mstep: Class 25 contains 20067 members 
Mstep: Class 26 contains 10932 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 34775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86197448.000000 Penalty: 61608.199219
Iteration 70Q: 29 clusters Score -8.619745e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 15385 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 28996 members 
Mstep: Class 7 contains 14014 members 
Mstep: Class 8 contains 80617 members 
Mstep: Class 9 contains 18492 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 71067 members 
Mstep: Class 13 contains 113819 members 
Mstep: Class 14 contains 14169 members 
Mstep: Class 15 contains 63256 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 11212 members 
Mstep: Class 18 contains 137254 members 
Mstep: Class 19 contains 4036 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 73451 members 
Mstep: Class 22 contains 16547 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 2526 members 
Mstep: Class 25 contains 19840 members 
Mstep: Class 26 contains 11281 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 34306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86198288.000000 Penalty: 61608.199219
Iteration 71Q: 29 clusters Score -8.619829e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5262 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 15381 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 13991 members 
Mstep: Class 8 contains 80989 members 
Mstep: Class 9 contains 18560 members 
Mstep: Class 10 contains 3303 members 
Mstep: Class 11 contains 574 members 
Mstep: Class 12 contains 71143 members 
Mstep: Class 13 contains 113407 members 
Mstep: Class 14 contains 14185 members 
Mstep: Class 15 contains 64659 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 11218 members 
Mstep: Class 18 contains 137286 members 
Mstep: Class 19 contains 4048 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 72454 members 
Mstep: Class 22 contains 16415 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 2525 members 
Mstep: Class 25 contains 19644 members 
Mstep: Class 26 contains 11599 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 33880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86198952.000000 Penalty: 61608.199219
Iteration 72Q: 29 clusters Score -8.619895e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5263 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 15349 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 28988 members 
Mstep: Class 7 contains 13975 members 
Mstep: Class 8 contains 81339 members 
Mstep: Class 9 contains 18625 members 
Mstep: Class 10 contains 3245 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 71230 members 
Mstep: Class 13 contains 112979 members 
Mstep: Class 14 contains 14191 members 
Mstep: Class 15 contains 66104 members 
Mstep: Class 16 contains 1159 members 
Mstep: Class 17 contains 11214 members 
Mstep: Class 18 contains 137276 members 
Mstep: Class 19 contains 4058 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 71440 members 
Mstep: Class 22 contains 16274 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 2525 members 
Mstep: Class 25 contains 19440 members 
Mstep: Class 26 contains 11927 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 33508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86199776.000000 Penalty: 61608.199219
Iteration 73Q: 29 clusters Score -8.619978e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5263 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 15317 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 28982 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 81708 members 
Mstep: Class 9 contains 18703 members 
Mstep: Class 10 contains 3173 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 71317 members 
Mstep: Class 13 contains 112639 members 
Mstep: Class 14 contains 14190 members 
Mstep: Class 15 contains 67556 members 
Mstep: Class 16 contains 1142 members 
Mstep: Class 17 contains 11213 members 
Mstep: Class 18 contains 137294 members 
Mstep: Class 19 contains 4072 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 70268 members 
Mstep: Class 22 contains 16137 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 19239 members 
Mstep: Class 26 contains 12250 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 33163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86200664.000000 Penalty: 61608.199219
Iteration 74Q: 29 clusters Score -8.620066e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5259 members 
Mstep: Class 3 contains 4477 members 
Mstep: Class 4 contains 15290 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 28977 members 
Mstep: Class 7 contains 13937 members 
Mstep: Class 8 contains 82107 members 
Mstep: Class 9 contains 18770 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 71413 members 
Mstep: Class 13 contains 112311 members 
Mstep: Class 14 contains 14190 members 
Mstep: Class 15 contains 69000 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 11210 members 
Mstep: Class 18 contains 137289 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 4013 members 
Mstep: Class 21 contains 69011 members 
Mstep: Class 22 contains 16034 members 
Mstep: Class 23 contains 3152 members 
Mstep: Class 24 contains 2522 members 
Mstep: Class 25 contains 19013 members 
Mstep: Class 26 contains 12589 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 32854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201328.000000 Penalty: 61608.199219
Iteration 75Q: 29 clusters Score -8.620133e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5252 members 
Mstep: Class 3 contains 4487 members 
Mstep: Class 4 contains 15285 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 28963 members 
Mstep: Class 7 contains 13927 members 
Mstep: Class 8 contains 82572 members 
Mstep: Class 9 contains 18830 members 
Mstep: Class 10 contains 3064 members 
Mstep: Class 11 contains 575 members 
Mstep: Class 12 contains 71520 members 
Mstep: Class 13 contains 112003 members 
Mstep: Class 14 contains 14178 members 
Mstep: Class 15 contains 70512 members 
Mstep: Class 16 contains 1112 members 
Mstep: Class 17 contains 11210 members 
Mstep: Class 18 contains 137218 members 
Mstep: Class 19 contains 4083 members 
Mstep: Class 20 contains 4008 members 
Mstep: Class 21 contains 67575 members 
Mstep: Class 22 contains 15946 members 
Mstep: Class 23 contains 3148 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 18777 members 
Mstep: Class 26 contains 12969 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 32570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201792.000000 Penalty: 61608.199219
Iteration 76Q: 29 clusters Score -8.620179e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5241 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 15280 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 28932 members 
Mstep: Class 7 contains 13899 members 
Mstep: Class 8 contains 83150 members 
Mstep: Class 9 contains 18899 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 71652 members 
Mstep: Class 13 contains 111701 members 
Mstep: Class 14 contains 14149 members 
Mstep: Class 15 contains 71977 members 
Mstep: Class 16 contains 1098 members 
Mstep: Class 17 contains 11212 members 
Mstep: Class 18 contains 137120 members 
Mstep: Class 19 contains 4087 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 66087 members 
Mstep: Class 22 contains 15854 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 2519 members 
Mstep: Class 25 contains 18544 members 
Mstep: Class 26 contains 13330 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 32326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202080.000000 Penalty: 61608.199219
Iteration 77Q: 29 clusters Score -8.620208e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 4526 members 
Mstep: Class 4 contains 15258 members 
Mstep: Class 5 contains 3634 members 
Mstep: Class 6 contains 28897 members 
Mstep: Class 7 contains 13871 members 
Mstep: Class 8 contains 83800 members 
Mstep: Class 9 contains 18959 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 71803 members 
Mstep: Class 13 contains 111414 members 
Mstep: Class 14 contains 14106 members 
Mstep: Class 15 contains 73434 members 
Mstep: Class 16 contains 1084 members 
Mstep: Class 17 contains 11216 members 
Mstep: Class 18 contains 136970 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 64554 members 
Mstep: Class 22 contains 15762 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 2521 members 
Mstep: Class 25 contains 18349 members 
Mstep: Class 26 contains 13687 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 32069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202752.000000 Penalty: 61608.199219
Iteration 78Q: 29 clusters Score -8.620275e+07 nChanged 4811
Entering ConstructFrom: 
Score: -86202752.000000 Penalty: 61608.199219
Entering ConstructFrom: 
Trying to split cluster 1 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -302099.031250 Penalty: 1271.147339
	Iteration 0F: 2 clusters Score -302099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -299678.468750 Penalty: 2542.294678
	Iteration 0F: 3 clusters Score -299678.5 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -300181.031250 Penalty: 2542.294678
	Iteration 1F: 3 clusters Score -300181 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -300311.718750 Penalty: 2542.294678
	Iteration 2F: 3 clusters Score -300311.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -300382.781250 Penalty: 2542.294678
	Iteration 3Q: 3 clusters Score -300382.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -300432.968750 Penalty: 2542.294678
	Iteration 4Q: 3 clusters Score -300433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -300470.093750 Penalty: 2542.294678
	Iteration 5Q: 3 clusters Score -300470.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -300496.250000 Penalty: 2542.294678
	Iteration 6Q: 3 clusters Score -300496.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -300517.625000 Penalty: 2542.294678
	Iteration 7Q: 3 clusters Score -300517.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -300535.875000 Penalty: 2542.294678
	Iteration 8Q: 3 clusters Score -300535.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -300546.281250 Penalty: 2542.294678
	Iteration 9Q: 3 clusters Score -300546.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -300553.031250 Penalty: 2542.294678
	Iteration 10Q: 3 clusters Score -300553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -300559.843750 Penalty: 2542.294678
	Iteration 11Q: 3 clusters Score -300559.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -300563.531250 Penalty: 2542.294678
	Iteration 12Q: 3 clusters Score -300563.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -300568.031250 Penalty: 2542.294678
	Iteration 13Q: 3 clusters Score -300568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -300571.437500 Penalty: 2542.294678
	Iteration 14Q: 3 clusters Score -300571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -300576.937500 Penalty: 2542.294678
	Iteration 15Q: 3 clusters Score -300576.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -300582.062500 Penalty: 2542.294678
	Iteration 16Q: 3 clusters Score -300582.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -300587.000000 Penalty: 2542.294678
	Iteration 17Q: 3 clusters Score -300587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -300591.812500 Penalty: 2542.294678
	Iteration 18Q: 3 clusters Score -300591.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -300596.687500 Penalty: 2542.294678
	Iteration 19Q: 3 clusters Score -300596.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -300600.218750 Penalty: 2542.294678
	Iteration 20F: 3 clusters Score -300600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -300601.625000 Penalty: 2542.294678
	Iteration 21Q: 3 clusters Score -300601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -300603.218750 Penalty: 2542.294678
	Iteration 22Q: 3 clusters Score -300603.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -300605.437500 Penalty: 2542.294678
	Iteration 23Q: 3 clusters Score -300605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -300607.656250 Penalty: 2542.294678
	Iteration 24Q: 3 clusters Score -300607.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -300609.406250 Penalty: 2542.294678
	Iteration 25Q: 3 clusters Score -300609.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -300609.687500 Penalty: 2542.294678
	Iteration 26Q: 3 clusters Score -300609.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -300611.000000 Penalty: 2542.294678
	Iteration 27Q: 3 clusters Score -300611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -300612.375000 Penalty: 2542.294678
	Iteration 28Q: 3 clusters Score -300612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -300612.343750 Penalty: 2542.294678
	Iteration 29Q: 3 clusters Score -300612.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -300612.343750 Penalty: 2542.294678
	Iteration 30F: 3 clusters Score -300612.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Entering Unmasked Estep 
Score: -609311.625000 Penalty: 1391.041138
	Iteration 0F: 2 clusters Score -609311.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -605137.750000 Penalty: 2782.082275
	Iteration 0F: 3 clusters Score -605137.8 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -606251.750000 Penalty: 2782.082275
	Iteration 1F: 3 clusters Score -606251.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -606417.750000 Penalty: 2782.082275
	Iteration 2F: 3 clusters Score -606417.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -606531.687500 Penalty: 2782.082275
	Iteration 3F: 3 clusters Score -606531.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -606611.562500 Penalty: 2782.082275
	Iteration 4Q: 3 clusters Score -606611.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -606681.125000 Penalty: 2782.082275
	Iteration 5Q: 3 clusters Score -606681.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -606739.750000 Penalty: 2782.082275
	Iteration 6Q: 3 clusters Score -606739.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -606784.937500 Penalty: 2782.082275
	Iteration 7Q: 3 clusters Score -606784.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -606837.687500 Penalty: 2782.082275
	Iteration 8Q: 3 clusters Score -606837.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -606904.875000 Penalty: 2782.082275
	Iteration 9Q: 3 clusters Score -606904.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -606979.187500 Penalty: 2782.082275
	Iteration 10Q: 3 clusters Score -606979.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -607068.250000 Penalty: 2782.082275
	Iteration 11Q: 3 clusters Score -607068.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -607186.750000 Penalty: 2782.082275
	Iteration 12Q: 3 clusters Score -607186.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -607325.000000 Penalty: 2782.082275
	Iteration 13Q: 3 clusters Score -607325 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -607454.687500 Penalty: 2782.082275
	Iteration 14Q: 3 clusters Score -607454.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -607575.062500 Penalty: 2782.082275
	Iteration 15Q: 3 clusters Score -607575.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -607704.562500 Penalty: 2782.082275
	Iteration 16Q: 3 clusters Score -607704.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -607816.375000 Penalty: 2782.082275
	Iteration 17Q: 3 clusters Score -607816.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -607902.125000 Penalty: 2782.082275
	Iteration 18Q: 3 clusters Score -607902.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -607945.312500 Penalty: 2782.082275
	Iteration 19Q: 3 clusters Score -607945.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -607983.187500 Penalty: 2782.082275
	Iteration 20F: 3 clusters Score -607983.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -608008.937500 Penalty: 2782.082275
	Iteration 21Q: 3 clusters Score -608008.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -608023.812500 Penalty: 2782.082275
	Iteration 22Q: 3 clusters Score -608023.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -608033.312500 Penalty: 2782.082275
	Iteration 23Q: 3 clusters Score -608033.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -608036.625000 Penalty: 2782.082275
	Iteration 24Q: 3 clusters Score -608036.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -608040.125000 Penalty: 2782.082275
	Iteration 25Q: 3 clusters Score -608040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -608041.750000 Penalty: 2782.082275
	Iteration 26Q: 3 clusters Score -608041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -608043.625000 Penalty: 2782.082275
	Iteration 27Q: 3 clusters Score -608043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -608047.750000 Penalty: 2782.082275
	Iteration 28Q: 3 clusters Score -608047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -608053.187500 Penalty: 2782.082275
	Iteration 29Q: 3 clusters Score -608053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -608053.875000 Penalty: 2782.082275
	Iteration 30Q: 3 clusters Score -608053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -608057.187500 Penalty: 2782.082275
	Iteration 31Q: 3 clusters Score -608057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -608058.000000 Penalty: 2782.082275
	Iteration 32Q: 3 clusters Score -608058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -608057.937500 Penalty: 2782.082275
	Iteration 33Q: 3 clusters Score -608057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -608058.687500 Penalty: 2782.082275
	Iteration 34Q: 3 clusters Score -608058.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -608058.687500 Penalty: 2782.082275
	Iteration 35F: 3 clusters Score -608058.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -495046.000000 Penalty: 1368.145996
	Iteration 0F: 2 clusters Score -495046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -491429.156250 Penalty: 2736.291992
	Iteration 0F: 3 clusters Score -491429.2 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -492488.187500 Penalty: 2736.291992
	Iteration 1F: 3 clusters Score -492488.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -492698.562500 Penalty: 2736.291992
	Iteration 2F: 3 clusters Score -492698.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -492844.500000 Penalty: 2736.291992
	Iteration 3F: 3 clusters Score -492844.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -492958.187500 Penalty: 2736.291992
	Iteration 4Q: 3 clusters Score -492958.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -493060.000000 Penalty: 2736.291992
	Iteration 5Q: 3 clusters Score -493060 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -493134.906250 Penalty: 2736.291992
	Iteration 6Q: 3 clusters Score -493134.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -493182.187500 Penalty: 2736.291992
	Iteration 7Q: 3 clusters Score -493182.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -493214.281250 Penalty: 2736.291992
	Iteration 8Q: 3 clusters Score -493214.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -493241.437500 Penalty: 2736.291992
	Iteration 9Q: 3 clusters Score -493241.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -493267.156250 Penalty: 2736.291992
	Iteration 10Q: 3 clusters Score -493267.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -493295.093750 Penalty: 2736.291992
	Iteration 11Q: 3 clusters Score -493295.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -493323.968750 Penalty: 2736.291992
	Iteration 12Q: 3 clusters Score -493324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -493361.187500 Penalty: 2736.291992
	Iteration 13Q: 3 clusters Score -493361.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -493408.468750 Penalty: 2736.291992
	Iteration 14Q: 3 clusters Score -493408.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -493471.750000 Penalty: 2736.291992
	Iteration 15Q: 3 clusters Score -493471.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -493544.250000 Penalty: 2736.291992
	Iteration 16Q: 3 clusters Score -493544.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -493617.718750 Penalty: 2736.291992
	Iteration 17Q: 3 clusters Score -493617.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -493707.468750 Penalty: 2736.291992
	Iteration 18Q: 3 clusters Score -493707.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -493808.375000 Penalty: 2736.291992
	Iteration 19Q: 3 clusters Score -493808.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -493907.437500 Penalty: 2736.291992
	Iteration 20F: 3 clusters Score -493907.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -493993.093750 Penalty: 2736.291992
	Iteration 21Q: 3 clusters Score -493993.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -494051.875000 Penalty: 2736.291992
	Iteration 22Q: 3 clusters Score -494051.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -494102.187500 Penalty: 2736.291992
	Iteration 23Q: 3 clusters Score -494102.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -494142.906250 Penalty: 2736.291992
	Iteration 24Q: 3 clusters Score -494142.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -494178.625000 Penalty: 2736.291992
	Iteration 25Q: 3 clusters Score -494178.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -494210.656250 Penalty: 2736.291992
	Iteration 26Q: 3 clusters Score -494210.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -494237.531250 Penalty: 2736.291992
	Iteration 27Q: 3 clusters Score -494237.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -494258.750000 Penalty: 2736.291992
	Iteration 28Q: 3 clusters Score -494258.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -494264.406250 Penalty: 2736.291992
	Iteration 29Q: 3 clusters Score -494264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -494268.687500 Penalty: 2736.291992
	Iteration 30Q: 3 clusters Score -494268.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -494270.687500 Penalty: 2736.291992
	Iteration 31Q: 3 clusters Score -494270.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -494279.281250 Penalty: 2736.291992
	Iteration 32Q: 3 clusters Score -494279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -494283.656250 Penalty: 2736.291992
	Iteration 33Q: 3 clusters Score -494283.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -494284.937500 Penalty: 2736.291992
	Iteration 34Q: 3 clusters Score -494284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -494285.718750 Penalty: 2736.291992
	Iteration 35Q: 3 clusters Score -494285.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -494285.718750 Penalty: 2736.291992
	Iteration 36F: 3 clusters Score -494285.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Entering Unmasked Estep 
Score: -1771270.250000 Penalty: 1565.158447
	Iteration 0F: 2 clusters Score -1771270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1760778.125000 Penalty: 3130.316895
	Iteration 0F: 3 clusters Score -1760778 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1764495.250000 Penalty: 3130.316895
	Iteration 1F: 3 clusters Score -1764495 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1764933.125000 Penalty: 3130.316895
	Iteration 2F: 3 clusters Score -1764933 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1765435.875000 Penalty: 3130.316895
	Iteration 3F: 3 clusters Score -1765436 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1766081.750000 Penalty: 3130.316895
	Iteration 4F: 3 clusters Score -1766082 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1766931.500000 Penalty: 3130.316895
	Iteration 5F: 3 clusters Score -1766932 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1768021.125000 Penalty: 3130.316895
	Iteration 6F: 3 clusters Score -1768021 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1769318.000000 Penalty: 3130.316895
	Iteration 7F: 3 clusters Score -1769318 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1770578.750000 Penalty: 3130.316895
	Iteration 8F: 3 clusters Score -1770579 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1771260.750000 Penalty: 3130.316895
	Iteration 9Q: 3 clusters Score -1771261 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1771521.625000 Penalty: 3130.316895
	Iteration 10Q: 3 clusters Score -1771522 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1771588.125000 Penalty: 3130.316895
	Iteration 11Q: 3 clusters Score -1771588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1771613.125000 Penalty: 3130.316895
	Iteration 12Q: 3 clusters Score -1771613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1771618.500000 Penalty: 3130.316895
	Iteration 13Q: 3 clusters Score -1771618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1771618.375000 Penalty: 3130.316895
	Iteration 14Q: 3 clusters Score -1771618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1771624.625000 Penalty: 3130.316895
	Iteration 15Q: 3 clusters Score -1771625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1771620.250000 Penalty: 3130.316895
	Iteration 16Q: 3 clusters Score -1771620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1771621.500000 Penalty: 3130.316895
	Iteration 17Q: 3 clusters Score -1771622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1771619.500000 Penalty: 3130.316895
	Iteration 18Q: 3 clusters Score -1771620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1771619.750000 Penalty: 3130.316895
	Iteration 19Q: 3 clusters Score -1771620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1771621.375000 Penalty: 3130.316895
	Iteration 20F: 3 clusters Score -1771621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1771618.750000 Penalty: 3130.316895
	Iteration 21Q: 3 clusters Score -1771619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1771618.750000 Penalty: 3130.316895
	Iteration 22F: 3 clusters Score -1771619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5220 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 28858 members 
Mstep: Class 7 contains 13839 members 
Mstep: Class 8 contains 84492 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 71963 members 
Mstep: Class 13 contains 111173 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 74894 members 
Mstep: Class 16 contains 1067 members 
Mstep: Class 17 contains 11225 members 
Mstep: Class 18 contains 136816 members 
Mstep: Class 19 contains 4103 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 21 contains 62898 members 
Mstep: Class 22 contains 15658 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 2520 members 
Mstep: Class 25 contains 18127 members 
Mstep: Class 26 contains 14066 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 31842 members 
Mstep: Class 29 contains 1012 members 
Entering Unmasked Estep 
Score: -86202960.000000 Penalty: 63808.488281
Splitting cluster 4 changes total score from -86202752.000000 to -86202960.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 5 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -418371.156250 Penalty: 1332.502319
	Iteration 0F: 2 clusters Score -418371.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -415220.562500 Penalty: 2665.004639
	Iteration 0F: 3 clusters Score -415220.6 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -416058.750000 Penalty: 2665.004639
	Iteration 1F: 3 clusters Score -416058.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -416308.468750 Penalty: 2665.004639
	Iteration 2F: 3 clusters Score -416308.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -416482.843750 Penalty: 2665.004639
	Iteration 3F: 3 clusters Score -416482.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -416596.812500 Penalty: 2665.004639
	Iteration 4Q: 3 clusters Score -416596.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -416718.375000 Penalty: 2665.004639
	Iteration 5Q: 3 clusters Score -416718.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -416847.750000 Penalty: 2665.004639
	Iteration 6Q: 3 clusters Score -416847.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -416962.281250 Penalty: 2665.004639
	Iteration 7Q: 3 clusters Score -416962.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -417066.125000 Penalty: 2665.004639
	Iteration 8Q: 3 clusters Score -417066.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -417159.500000 Penalty: 2665.004639
	Iteration 9Q: 3 clusters Score -417159.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -417238.437500 Penalty: 2665.004639
	Iteration 10Q: 3 clusters Score -417238.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -417304.250000 Penalty: 2665.004639
	Iteration 11Q: 3 clusters Score -417304.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -417362.031250 Penalty: 2665.004639
	Iteration 12Q: 3 clusters Score -417362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -417408.625000 Penalty: 2665.004639
	Iteration 13Q: 3 clusters Score -417408.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -417444.406250 Penalty: 2665.004639
	Iteration 14Q: 3 clusters Score -417444.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -417463.625000 Penalty: 2665.004639
	Iteration 15Q: 3 clusters Score -417463.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -417474.875000 Penalty: 2665.004639
	Iteration 16Q: 3 clusters Score -417474.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -417493.812500 Penalty: 2665.004639
	Iteration 17Q: 3 clusters Score -417493.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -417506.125000 Penalty: 2665.004639
	Iteration 18Q: 3 clusters Score -417506.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -417513.468750 Penalty: 2665.004639
	Iteration 19Q: 3 clusters Score -417513.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -417518.687500 Penalty: 2665.004639
	Iteration 20F: 3 clusters Score -417518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -417523.781250 Penalty: 2665.004639
	Iteration 21Q: 3 clusters Score -417523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -417529.093750 Penalty: 2665.004639
	Iteration 22Q: 3 clusters Score -417529.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -417537.593750 Penalty: 2665.004639
	Iteration 23Q: 3 clusters Score -417537.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -417545.187500 Penalty: 2665.004639
	Iteration 24Q: 3 clusters Score -417545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -417549.562500 Penalty: 2665.004639
	Iteration 25Q: 3 clusters Score -417549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -417553.093750 Penalty: 2665.004639
	Iteration 26Q: 3 clusters Score -417553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -417553.750000 Penalty: 2665.004639
	Iteration 27Q: 3 clusters Score -417553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -417553.468750 Penalty: 2665.004639
	Iteration 28Q: 3 clusters Score -417553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -417555.593750 Penalty: 2665.004639
	Iteration 29Q: 3 clusters Score -417555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -417555.687500 Penalty: 2665.004639
	Iteration 30Q: 3 clusters Score -417555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -417555.875000 Penalty: 2665.004639
	Iteration 31Q: 3 clusters Score -417555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -417556.250000 Penalty: 2665.004639
	Iteration 32Q: 3 clusters Score -417556.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -417557.812500 Penalty: 2665.004639
	Iteration 33Q: 3 clusters Score -417557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -417560.937500 Penalty: 2665.004639
	Iteration 34Q: 3 clusters Score -417560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -417561.343750 Penalty: 2665.004639
	Iteration 35Q: 3 clusters Score -417561.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -417561.343750 Penalty: 2665.004639
	Iteration 36F: 3 clusters Score -417561.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Entering Unmasked Estep 
Score: -3364923.250000 Penalty: 1668.898193
	Iteration 0F: 2 clusters Score -3364923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3345538.500000 Penalty: 3337.796387
	Iteration 0F: 3 clusters Score -3345538 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3352883.500000 Penalty: 3337.796387
	Iteration 1F: 3 clusters Score -3352884 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3353481.000000 Penalty: 3337.796387
	Iteration 2F: 3 clusters Score -3353481 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3354286.500000 Penalty: 3337.796387
	Iteration 3F: 3 clusters Score -3354286 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3355472.250000 Penalty: 3337.796387
	Iteration 4F: 3 clusters Score -3355472 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3357112.250000 Penalty: 3337.796387
	Iteration 5F: 3 clusters Score -3357112 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3359053.000000 Penalty: 3337.796387
	Iteration 6F: 3 clusters Score -3359053 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3360934.250000 Penalty: 3337.796387
	Iteration 7F: 3 clusters Score -3360934 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3362195.000000 Penalty: 3337.796387
	Iteration 8Q: 3 clusters Score -3362195 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3362905.000000 Penalty: 3337.796387
	Iteration 9Q: 3 clusters Score -3362905 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -3363255.750000 Penalty: 3337.796387
	Iteration 10Q: 3 clusters Score -3363256 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3363402.000000 Penalty: 3337.796387
	Iteration 11Q: 3 clusters Score -3363402 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3363490.500000 Penalty: 3337.796387
	Iteration 12Q: 3 clusters Score -3363490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3363553.250000 Penalty: 3337.796387
	Iteration 13Q: 3 clusters Score -3363553 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3363589.250000 Penalty: 3337.796387
	Iteration 14Q: 3 clusters Score -3363589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3363622.500000 Penalty: 3337.796387
	Iteration 15Q: 3 clusters Score -3363622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3363643.250000 Penalty: 3337.796387
	Iteration 16Q: 3 clusters Score -3363643 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3363673.750000 Penalty: 3337.796387
	Iteration 17Q: 3 clusters Score -3363674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3363692.750000 Penalty: 3337.796387
	Iteration 18Q: 3 clusters Score -3363693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3363720.250000 Penalty: 3337.796387
	Iteration 19Q: 3 clusters Score -3363720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3363741.500000 Penalty: 3337.796387
	Iteration 20F: 3 clusters Score -3363742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3363741.000000 Penalty: 3337.796387
	Iteration 21Q: 3 clusters Score -3363741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3363751.500000 Penalty: 3337.796387
	Iteration 22Q: 3 clusters Score -3363752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3363763.750000 Penalty: 3337.796387
	Iteration 23Q: 3 clusters Score -3363764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3363769.750000 Penalty: 3337.796387
	Iteration 24Q: 3 clusters Score -3363770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3363783.750000 Penalty: 3337.796387
	Iteration 25Q: 3 clusters Score -3363784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3363789.250000 Penalty: 3337.796387
	Iteration 26Q: 3 clusters Score -3363789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3363793.250000 Penalty: 3337.796387
	Iteration 27Q: 3 clusters Score -3363793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3363796.500000 Penalty: 3337.796387
	Iteration 28Q: 3 clusters Score -3363796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3363803.750000 Penalty: 3337.796387
	Iteration 29Q: 3 clusters Score -3363804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3363804.250000 Penalty: 3337.796387
	Iteration 30Q: 3 clusters Score -3363804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3363805.250000 Penalty: 3337.796387
	Iteration 31Q: 3 clusters Score -3363805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3363807.250000 Penalty: 3337.796387
	Iteration 32Q: 3 clusters Score -3363807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3363807.250000 Penalty: 3337.796387
	Iteration 33Q: 3 clusters Score -3363807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3363805.500000 Penalty: 3337.796387
	Iteration 34Q: 3 clusters Score -3363806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -3363806.000000 Penalty: 3337.796387
	Iteration 35Q: 3 clusters Score -3363806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3363807.250000 Penalty: 3337.796387
	Iteration 36Q: 3 clusters Score -3363807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3363807.000000 Penalty: 3337.796387
	Iteration 37Q: 3 clusters Score -3363807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3363808.250000 Penalty: 3337.796387
	Iteration 38Q: 3 clusters Score -3363808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -3363808.750000 Penalty: 3337.796387
	Iteration 39Q: 3 clusters Score -3363809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3363805.500000 Penalty: 3337.796387
	Iteration 40F: 3 clusters Score -3363806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -3363804.750000 Penalty: 3337.796387
	Iteration 41Q: 3 clusters Score -3363805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3363806.750000 Penalty: 3337.796387
	Iteration 42Q: 3 clusters Score -3363807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3363806.750000 Penalty: 3337.796387
	Iteration 43F: 3 clusters Score -3363807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Entering Unmasked Estep 
Score: -1617066.000000 Penalty: 1549.477417
	Iteration 0F: 2 clusters Score -1617066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1607548.000000 Penalty: 3098.954834
	Iteration 0F: 3 clusters Score -1607548 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1610712.750000 Penalty: 3098.954834
	Iteration 1F: 3 clusters Score -1610713 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1610959.125000 Penalty: 3098.954834
	Iteration 2F: 3 clusters Score -1610959 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1611140.500000 Penalty: 3098.954834
	Iteration 3Q: 3 clusters Score -1611140 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1611267.375000 Penalty: 3098.954834
	Iteration 4Q: 3 clusters Score -1611267 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1611358.750000 Penalty: 3098.954834
	Iteration 5Q: 3 clusters Score -1611359 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1611451.875000 Penalty: 3098.954834
	Iteration 6Q: 3 clusters Score -1611452 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1611521.000000 Penalty: 3098.954834
	Iteration 7Q: 3 clusters Score -1611521 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1611587.375000 Penalty: 3098.954834
	Iteration 8Q: 3 clusters Score -1611587 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1611650.250000 Penalty: 3098.954834
	Iteration 9Q: 3 clusters Score -1611650 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1611718.125000 Penalty: 3098.954834
	Iteration 10Q: 3 clusters Score -1611718 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1611787.000000 Penalty: 3098.954834
	Iteration 11Q: 3 clusters Score -1611787 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1611888.250000 Penalty: 3098.954834
	Iteration 12Q: 3 clusters Score -1611888 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1612054.000000 Penalty: 3098.954834
	Iteration 13Q: 3 clusters Score -1612054 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1612314.500000 Penalty: 3098.954834
	Iteration 14Q: 3 clusters Score -1612314 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1612699.250000 Penalty: 3098.954834
	Iteration 15Q: 3 clusters Score -1612699 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1613193.625000 Penalty: 3098.954834
	Iteration 16F: 3 clusters Score -1613194 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1613795.000000 Penalty: 3098.954834
	Iteration 17F: 3 clusters Score -1613795 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1614362.375000 Penalty: 3098.954834
	Iteration 18F: 3 clusters Score -1614362 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1614817.125000 Penalty: 3098.954834
	Iteration 19Q: 3 clusters Score -1614817 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1615162.000000 Penalty: 3098.954834
	Iteration 20F: 3 clusters Score -1615162 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1615373.250000 Penalty: 3098.954834
	Iteration 21Q: 3 clusters Score -1615373 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1615492.375000 Penalty: 3098.954834
	Iteration 22Q: 3 clusters Score -1615492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1615560.750000 Penalty: 3098.954834
	Iteration 23Q: 3 clusters Score -1615561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1615604.000000 Penalty: 3098.954834
	Iteration 24Q: 3 clusters Score -1615604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1615628.875000 Penalty: 3098.954834
	Iteration 25Q: 3 clusters Score -1615629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1615642.750000 Penalty: 3098.954834
	Iteration 26Q: 3 clusters Score -1615643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1615651.250000 Penalty: 3098.954834
	Iteration 27Q: 3 clusters Score -1615651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1615658.375000 Penalty: 3098.954834
	Iteration 28Q: 3 clusters Score -1615658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1615671.000000 Penalty: 3098.954834
	Iteration 29Q: 3 clusters Score -1615671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1615676.500000 Penalty: 3098.954834
	Iteration 30Q: 3 clusters Score -1615676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1615676.875000 Penalty: 3098.954834
	Iteration 31Q: 3 clusters Score -1615677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1615678.125000 Penalty: 3098.954834
	Iteration 32Q: 3 clusters Score -1615678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1615683.250000 Penalty: 3098.954834
	Iteration 33Q: 3 clusters Score -1615683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1615683.375000 Penalty: 3098.954834
	Iteration 34Q: 3 clusters Score -1615683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1615685.500000 Penalty: 3098.954834
	Iteration 35Q: 3 clusters Score -1615686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1615694.250000 Penalty: 3098.954834
	Iteration 36Q: 3 clusters Score -1615694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1615697.875000 Penalty: 3098.954834
	Iteration 37Q: 3 clusters Score -1615698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1615702.125000 Penalty: 3098.954834
	Iteration 38Q: 3 clusters Score -1615702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1615703.125000 Penalty: 3098.954834
	Iteration 39Q: 3 clusters Score -1615703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1615704.750000 Penalty: 3098.954834
	Iteration 40F: 3 clusters Score -1615705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1615704.625000 Penalty: 3098.954834
	Iteration 41Q: 3 clusters Score -1615705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1615704.625000 Penalty: 3098.954834
	Iteration 42F: 3 clusters Score -1615705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Entering Unmasked Estep 
Score: -9918488.000000 Penalty: 1843.466919
	Iteration 0F: 2 clusters Score -9918488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -9862722.000000 Penalty: 3686.933838
	Iteration 0F: 3 clusters Score -9862722 nChanged 40267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -9886140.000000 Penalty: 3686.933838
	Iteration 1F: 3 clusters Score -9886140 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -9886756.000000 Penalty: 3686.933838
	Iteration 2Q: 3 clusters Score -9886756 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -9887250.000000 Penalty: 3686.933838
	Iteration 3Q: 3 clusters Score -9887250 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -9887807.000000 Penalty: 3686.933838
	Iteration 4Q: 3 clusters Score -9887807 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -9888267.000000 Penalty: 3686.933838
	Iteration 5Q: 3 clusters Score -9888267 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -9888923.000000 Penalty: 3686.933838
	Iteration 6Q: 3 clusters Score -9888923 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -9889552.000000 Penalty: 3686.933838
	Iteration 7Q: 3 clusters Score -9889552 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -9890279.000000 Penalty: 3686.933838
	Iteration 8Q: 3 clusters Score -9890279 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -9891313.000000 Penalty: 3686.933838
	Iteration 9Q: 3 clusters Score -9891313 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -9892860.000000 Penalty: 3686.933838
	Iteration 10Q: 3 clusters Score -9892860 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -9895102.000000 Penalty: 3686.933838
	Iteration 11Q: 3 clusters Score -9895102 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -9898227.000000 Penalty: 3686.933838
	Iteration 12F: 3 clusters Score -9898227 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -9901846.000000 Penalty: 3686.933838
	Iteration 13F: 3 clusters Score -9901846 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -9904202.000000 Penalty: 3686.933838
	Iteration 14F: 3 clusters Score -9904202 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -9905159.000000 Penalty: 3686.933838
	Iteration 15Q: 3 clusters Score -9905159 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -9905778.000000 Penalty: 3686.933838
	Iteration 16Q: 3 clusters Score -9905778 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -9906280.000000 Penalty: 3686.933838
	Iteration 17Q: 3 clusters Score -9906280 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -9906822.000000 Penalty: 3686.933838
	Iteration 18Q: 3 clusters Score -9906822 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9907349 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -9907920.000000 Penalty: 3686.933838
	Iteration 20F: 3 clusters Score -9907920 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9908517 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -9909063.000000 Penalty: 3686.933838
	Iteration 22Q: 3 clusters Score -9909063 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -9909601.000000 Penalty: 3686.933838
	Iteration 23Q: 3 clusters Score -9909601 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -9909996.000000 Penalty: 3686.933838
	Iteration 24Q: 3 clusters Score -9909996 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -9910344.000000 Penalty: 3686.933838
	Iteration 25Q: 3 clusters Score -9910344 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -9910696.000000 Penalty: 3686.933838
	Iteration 26Q: 3 clusters Score -9910696 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -9910992.000000 Penalty: 3686.933838
	Iteration 27Q: 3 clusters Score -9910992 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -9911209.000000 Penalty: 3686.933838
	Iteration 28Q: 3 clusters Score -9911209 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -9911425.000000 Penalty: 3686.933838
	Iteration 29Q: 3 clusters Score -9911425 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -9911558.000000 Penalty: 3686.933838
	Iteration 30Q: 3 clusters Score -9911558 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -9911718.000000 Penalty: 3686.933838
	Iteration 31Q: 3 clusters Score -9911718 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -9911884.000000 Penalty: 3686.933838
	Iteration 32Q: 3 clusters Score -9911884 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -9911934.000000 Penalty: 3686.933838
	Iteration 33Q: 3 clusters Score -9911934 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -9912063.000000 Penalty: 3686.933838
	Iteration 34Q: 3 clusters Score -9912063 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -9912220.000000 Penalty: 3686.933838
	Iteration 35Q: 3 clusters Score -9912220 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -9912322.000000 Penalty: 3686.933838
	Iteration 36Q: 3 clusters Score -9912322 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -9912427.000000 Penalty: 3686.933838
	Iteration 37Q: 3 clusters Score -9912427 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -9912482.000000 Penalty: 3686.933838
	Iteration 38Q: 3 clusters Score -9912482 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
Score: -9912567.000000 Penalty: 3686.933838
	Iteration 39Q: 3 clusters Score -9912567 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -9912626.000000 Penalty: 3686.933838
	Iteration 40F: 3 clusters Score -9912626 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -9912733.000000 Penalty: 3686.933838
	Iteration 41Q: 3 clusters Score -9912733 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -9912808.000000 Penalty: 3686.933838
	Iteration 42Q: 3 clusters Score -9912808 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -9912871.000000 Penalty: 3686.933838
	Iteration 43Q: 3 clusters Score -9912871 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -9912989.000000 Penalty: 3686.933838
	Iteration 44Q: 3 clusters Score -9912989 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 65730 members 
Entering Unmasked Estep 
Score: -9913038.000000 Penalty: 3686.933838
	Iteration 45Q: 3 clusters Score -9913038 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -9913170.000000 Penalty: 3686.933838
	Iteration 46Q: 3 clusters Score -9913170 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 66734 members 
Entering Unmasked Estep 
Score: -9913249.000000 Penalty: 3686.933838
	Iteration 47Q: 3 clusters Score -9913249 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -9913339.000000 Penalty: 3686.933838
	Iteration 48Q: 3 clusters Score -9913339 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -9913413.000000 Penalty: 3686.933838
	Iteration 49Q: 3 clusters Score -9913413 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -9913543.000000 Penalty: 3686.933838
	Iteration 50Q: 3 clusters Score -9913543 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9913687 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -9913767.000000 Penalty: 3686.933838
	Iteration 52Q: 3 clusters Score -9913767 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9913863 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -9913948.000000 Penalty: 3686.933838
	Iteration 54Q: 3 clusters Score -9913948 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -9914047.000000 Penalty: 3686.933838
	Iteration 55Q: 3 clusters Score -9914047 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -9914176.000000 Penalty: 3686.933838
	Iteration 56Q: 3 clusters Score -9914176 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -9914267.000000 Penalty: 3686.933838
	Iteration 57Q: 3 clusters Score -9914267 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -9914379.000000 Penalty: 3686.933838
	Iteration 58Q: 3 clusters Score -9914379 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -9914448.000000 Penalty: 3686.933838
	Iteration 59Q: 3 clusters Score -9914448 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -9914594.000000 Penalty: 3686.933838
	Iteration 60F: 3 clusters Score -9914594 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -9914702.000000 Penalty: 3686.933838
	Iteration 61Q: 3 clusters Score -9914702 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -9914826.000000 Penalty: 3686.933838
	Iteration 62Q: 3 clusters Score -9914826 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -9914914.000000 Penalty: 3686.933838
	Iteration 63Q: 3 clusters Score -9914914 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -9915095.000000 Penalty: 3686.933838
	Iteration 64Q: 3 clusters Score -9915095 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -9915252.000000 Penalty: 3686.933838
	Iteration 65Q: 3 clusters Score -9915252 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -9915395.000000 Penalty: 3686.933838
	Iteration 66Q: 3 clusters Score -9915395 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -9915501.000000 Penalty: 3686.933838
	Iteration 67Q: 3 clusters Score -9915501 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -9915583.000000 Penalty: 3686.933838
	Iteration 68Q: 3 clusters Score -9915583 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -9915691.000000 Penalty: 3686.933838
	Iteration 69Q: 3 clusters Score -9915691 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -9915797.000000 Penalty: 3686.933838
	Iteration 70Q: 3 clusters Score -9915797 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -9915885.000000 Penalty: 3686.933838
	Iteration 71Q: 3 clusters Score -9915885 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -9915974.000000 Penalty: 3686.933838
	Iteration 72Q: 3 clusters Score -9915974 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -9916080.000000 Penalty: 3686.933838
	Iteration 73Q: 3 clusters Score -9916080 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -9916220.000000 Penalty: 3686.933838
	Iteration 74Q: 3 clusters Score -9916220 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -9916326.000000 Penalty: 3686.933838
	Iteration 75Q: 3 clusters Score -9916326 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -9916406.000000 Penalty: 3686.933838
	Iteration 76Q: 3 clusters Score -9916406 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -9916460.000000 Penalty: 3686.933838
	Iteration 77Q: 3 clusters Score -9916460 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -9916509.000000 Penalty: 3686.933838
	Iteration 78Q: 3 clusters Score -9916509 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -9916532.000000 Penalty: 3686.933838
	Iteration 79Q: 3 clusters Score -9916532 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -9916598.000000 Penalty: 3686.933838
	Iteration 80F: 3 clusters Score -9916598 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -9916615.000000 Penalty: 3686.933838
	Iteration 81Q: 3 clusters Score -9916615 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -9916674.000000 Penalty: 3686.933838
	Iteration 82Q: 3 clusters Score -9916674 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -9916709.000000 Penalty: 3686.933838
	Iteration 83Q: 3 clusters Score -9916709 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -9916750.000000 Penalty: 3686.933838
	Iteration 84Q: 3 clusters Score -9916750 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -9916768.000000 Penalty: 3686.933838
	Iteration 85Q: 3 clusters Score -9916768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -9916792.000000 Penalty: 3686.933838
	Iteration 86Q: 3 clusters Score -9916792 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -9916826.000000 Penalty: 3686.933838
	Iteration 87Q: 3 clusters Score -9916826 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -9916860.000000 Penalty: 3686.933838
	Iteration 88Q: 3 clusters Score -9916860 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -9916863.000000 Penalty: 3686.933838
	Iteration 89Q: 3 clusters Score -9916863 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
Score: -9916875.000000 Penalty: 3686.933838
	Iteration 90Q: 3 clusters Score -9916875 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 82294 members 
Entering Unmasked Estep 
Score: -9916894.000000 Penalty: 3686.933838
	Iteration 91Q: 3 clusters Score -9916894 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -9916917.000000 Penalty: 3686.933838
	Iteration 92Q: 3 clusters Score -9916917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9916926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -9916893.000000 Penalty: 3686.933838
	Iteration 94Q: 3 clusters Score -9916893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -9916898.000000 Penalty: 3686.933838
	Iteration 95Q: 3 clusters Score -9916898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -9916908.000000 Penalty: 3686.933838
	Iteration 96Q: 3 clusters Score -9916908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 82643 members 
Entering Unmasked Estep 
Score: -9916913.000000 Penalty: 3686.933838
	Iteration 97Q: 3 clusters Score -9916913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -9916905.000000 Penalty: 3686.933838
	Iteration 98Q: 3 clusters Score -9916905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -9916921.000000 Penalty: 3686.933838
	Iteration 99Q: 3 clusters Score -9916921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -9916925.000000 Penalty: 3686.933838
	Iteration 100F: 3 clusters Score -9916925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 82767 members 
Entering Unmasked Estep 
Score: -9916927.000000 Penalty: 3686.933838
	Iteration 101Q: 3 clusters Score -9916927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9916926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -9916929.000000 Penalty: 3686.933838
	Iteration 103Q: 3 clusters Score -9916929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 82843 members 
Entering Unmasked Estep 
Score: -9916940.000000 Penalty: 3686.933838
	Iteration 104Q: 3 clusters Score -9916940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -9916942.000000 Penalty: 3686.933838
	Iteration 105Q: 3 clusters Score -9916942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -9916949.000000 Penalty: 3686.933838
	Iteration 106Q: 3 clusters Score -9916949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -9916955.000000 Penalty: 3686.933838
	Iteration 107Q: 3 clusters Score -9916955 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -9916966.000000 Penalty: 3686.933838
	Iteration 108Q: 3 clusters Score -9916966 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9916967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -9916969.000000 Penalty: 3686.933838
	Iteration 110Q: 3 clusters Score -9916969 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -9916972.000000 Penalty: 3686.933838
	Iteration 111Q: 3 clusters Score -9916972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -9916983.000000 Penalty: 3686.933838
	Iteration 112Q: 3 clusters Score -9916983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -9916997.000000 Penalty: 3686.933838
	Iteration 113Q: 3 clusters Score -9916997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -9917002.000000 Penalty: 3686.933838
	Iteration 114Q: 3 clusters Score -9917002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -9917020.000000 Penalty: 3686.933838
	Iteration 115Q: 3 clusters Score -9917020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -9917040.000000 Penalty: 3686.933838
	Iteration 116Q: 3 clusters Score -9917040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -9917052.000000 Penalty: 3686.933838
	Iteration 117Q: 3 clusters Score -9917052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -9917061.000000 Penalty: 3686.933838
	Iteration 118Q: 3 clusters Score -9917061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 83273 members 
Entering Unmasked Estep 
Score: -9917052.000000 Penalty: 3686.933838
	Iteration 119Q: 3 clusters Score -9917052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -9917072.000000 Penalty: 3686.933838
	Iteration 120F: 3 clusters Score -9917072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 83330 members 
Entering Unmasked Estep 
Score: -9917070.000000 Penalty: 3686.933838
	Iteration 121Q: 3 clusters Score -9917070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -9917082.000000 Penalty: 3686.933838
	Iteration 122Q: 3 clusters Score -9917082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -9917074.000000 Penalty: 3686.933838
	Iteration 123Q: 3 clusters Score -9917074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -9917086.000000 Penalty: 3686.933838
	Iteration 124Q: 3 clusters Score -9917086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -9917084.000000 Penalty: 3686.933838
	Iteration 125Q: 3 clusters Score -9917084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -9917089.000000 Penalty: 3686.933838
	Iteration 126Q: 3 clusters Score -9917089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -9917088.000000 Penalty: 3686.933838
	Iteration 127Q: 3 clusters Score -9917088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -9917084.000000 Penalty: 3686.933838
	Iteration 128Q: 3 clusters Score -9917084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -9917087.000000 Penalty: 3686.933838
	Iteration 129Q: 3 clusters Score -9917087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -9917092.000000 Penalty: 3686.933838
	Iteration 130Q: 3 clusters Score -9917092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -9917089.000000 Penalty: 3686.933838
	Iteration 131Q: 3 clusters Score -9917089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -9917089.000000 Penalty: 3686.933838
	Iteration 132F: 3 clusters Score -9917089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Entering Unmasked Estep 
Score: -2210627.250000 Penalty: 1601.331909
	Iteration 0F: 2 clusters Score -2210627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2197723.250000 Penalty: 3202.663818
	Iteration 0F: 3 clusters Score -2197723 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2202226.750000 Penalty: 3202.663818
	Iteration 1F: 3 clusters Score -2202227 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2202507.000000 Penalty: 3202.663818
	Iteration 2Q: 3 clusters Score -2202507 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2202799.000000 Penalty: 3202.663818
	Iteration 3Q: 3 clusters Score -2202799 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2203181.000000 Penalty: 3202.663818
	Iteration 4Q: 3 clusters Score -2203181 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2203734.250000 Penalty: 3202.663818
	Iteration 5Q: 3 clusters Score -2203734 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2204481.750000 Penalty: 3202.663818
	Iteration 6F: 3 clusters Score -2204482 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2205458.000000 Penalty: 3202.663818
	Iteration 7F: 3 clusters Score -2205458 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2206511.250000 Penalty: 3202.663818
	Iteration 8F: 3 clusters Score -2206511 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2207417.250000 Penalty: 3202.663818
	Iteration 9F: 3 clusters Score -2207417 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2208076.500000 Penalty: 3202.663818
	Iteration 10Q: 3 clusters Score -2208076 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2208511.000000 Penalty: 3202.663818
	Iteration 11Q: 3 clusters Score -2208511 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2208746.500000 Penalty: 3202.663818
	Iteration 12Q: 3 clusters Score -2208746 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2208921.000000 Penalty: 3202.663818
	Iteration 13Q: 3 clusters Score -2208921 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2209020.000000 Penalty: 3202.663818
	Iteration 14Q: 3 clusters Score -2209020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2209086.000000 Penalty: 3202.663818
	Iteration 15Q: 3 clusters Score -2209086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2209132.250000 Penalty: 3202.663818
	Iteration 16Q: 3 clusters Score -2209132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2209163.000000 Penalty: 3202.663818
	Iteration 17Q: 3 clusters Score -2209163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2209185.000000 Penalty: 3202.663818
	Iteration 18Q: 3 clusters Score -2209185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2209195.250000 Penalty: 3202.663818
	Iteration 19Q: 3 clusters Score -2209195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2209212.250000 Penalty: 3202.663818
	Iteration 20F: 3 clusters Score -2209212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2209217.250000 Penalty: 3202.663818
	Iteration 21Q: 3 clusters Score -2209217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2209226.750000 Penalty: 3202.663818
	Iteration 22Q: 3 clusters Score -2209227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2209228.250000 Penalty: 3202.663818
	Iteration 23Q: 3 clusters Score -2209228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2209232.000000 Penalty: 3202.663818
	Iteration 24Q: 3 clusters Score -2209232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2209236.250000 Penalty: 3202.663818
	Iteration 25Q: 3 clusters Score -2209236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2209238.000000 Penalty: 3202.663818
	Iteration 26Q: 3 clusters Score -2209238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2209238.000000 Penalty: 3202.663818
	Iteration 27F: 3 clusters Score -2209238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -336200.125000 Penalty: 1295.581787
	Iteration 0F: 2 clusters Score -336200.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -333538.125000 Penalty: 2591.163574
	Iteration 0F: 3 clusters Score -333538.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -334146.062500 Penalty: 2591.163574
	Iteration 1F: 3 clusters Score -334146.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -334256.062500 Penalty: 2591.163574
	Iteration 2F: 3 clusters Score -334256.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -334325.625000 Penalty: 2591.163574
	Iteration 3Q: 3 clusters Score -334325.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -334376.437500 Penalty: 2591.163574
	Iteration 4Q: 3 clusters Score -334376.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -334425.718750 Penalty: 2591.163574
	Iteration 5Q: 3 clusters Score -334425.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -334478.718750 Penalty: 2591.163574
	Iteration 6Q: 3 clusters Score -334478.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -334524.437500 Penalty: 2591.163574
	Iteration 7Q: 3 clusters Score -334524.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -334550.875000 Penalty: 2591.163574
	Iteration 8Q: 3 clusters Score -334550.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -334572.312500 Penalty: 2591.163574
	Iteration 9Q: 3 clusters Score -334572.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -334589.625000 Penalty: 2591.163574
	Iteration 10Q: 3 clusters Score -334589.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -334603.250000 Penalty: 2591.163574
	Iteration 11Q: 3 clusters Score -334603.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -334610.312500 Penalty: 2591.163574
	Iteration 12Q: 3 clusters Score -334610.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -334616.093750 Penalty: 2591.163574
	Iteration 13Q: 3 clusters Score -334616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -334621.968750 Penalty: 2591.163574
	Iteration 14Q: 3 clusters Score -334622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -334627.187500 Penalty: 2591.163574
	Iteration 15Q: 3 clusters Score -334627.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -334634.250000 Penalty: 2591.163574
	Iteration 16Q: 3 clusters Score -334634.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -334641.093750 Penalty: 2591.163574
	Iteration 17Q: 3 clusters Score -334641.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -334647.250000 Penalty: 2591.163574
	Iteration 18Q: 3 clusters Score -334647.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -334651.968750 Penalty: 2591.163574
	Iteration 19Q: 3 clusters Score -334652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -334655.187500 Penalty: 2591.163574
	Iteration 20F: 3 clusters Score -334655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -334659.531250 Penalty: 2591.163574
	Iteration 21Q: 3 clusters Score -334659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -334663.312500 Penalty: 2591.163574
	Iteration 22Q: 3 clusters Score -334663.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -334668.281250 Penalty: 2591.163574
	Iteration 23Q: 3 clusters Score -334668.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -334675.906250 Penalty: 2591.163574
	Iteration 24Q: 3 clusters Score -334675.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -334683.812500 Penalty: 2591.163574
	Iteration 25Q: 3 clusters Score -334683.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -334691.937500 Penalty: 2591.163574
	Iteration 26Q: 3 clusters Score -334691.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -334697.218750 Penalty: 2591.163574
	Iteration 27Q: 3 clusters Score -334697.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -334703.500000 Penalty: 2591.163574
	Iteration 28Q: 3 clusters Score -334703.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -334706.843750 Penalty: 2591.163574
	Iteration 29Q: 3 clusters Score -334706.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -334712.656250 Penalty: 2591.163574
	Iteration 30Q: 3 clusters Score -334712.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -334714.250000 Penalty: 2591.163574
	Iteration 31Q: 3 clusters Score -334714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -334715.937500 Penalty: 2591.163574
	Iteration 32Q: 3 clusters Score -334715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -334716.812500 Penalty: 2591.163574
	Iteration 33Q: 3 clusters Score -334716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -334718.250000 Penalty: 2591.163574
	Iteration 34Q: 3 clusters Score -334718.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -334719.906250 Penalty: 2591.163574
	Iteration 35Q: 3 clusters Score -334719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -334720.500000 Penalty: 2591.163574
	Iteration 36Q: 3 clusters Score -334720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -334721.937500 Penalty: 2591.163574
	Iteration 37Q: 3 clusters Score -334721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -334722.343750 Penalty: 2591.163574
	Iteration 38Q: 3 clusters Score -334722.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -334722.937500 Penalty: 2591.163574
	Iteration 39Q: 3 clusters Score -334722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -334724.593750 Penalty: 2591.163574
	Iteration 40F: 3 clusters Score -334724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -334725.375000 Penalty: 2591.163574
	Iteration 41Q: 3 clusters Score -334725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -334726.031250 Penalty: 2591.163574
	Iteration 42Q: 3 clusters Score -334726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -334729.968750 Penalty: 2591.163574
	Iteration 43Q: 3 clusters Score -334730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -334735.093750 Penalty: 2591.163574
	Iteration 44Q: 3 clusters Score -334735.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -334748.250000 Penalty: 2591.163574
	Iteration 45Q: 3 clusters Score -334748.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -334764.281250 Penalty: 2591.163574
	Iteration 46Q: 3 clusters Score -334764.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -334784.406250 Penalty: 2591.163574
	Iteration 47Q: 3 clusters Score -334784.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -334806.281250 Penalty: 2591.163574
	Iteration 48Q: 3 clusters Score -334806.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -334824.125000 Penalty: 2591.163574
	Iteration 49Q: 3 clusters Score -334824.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -334838.843750 Penalty: 2591.163574
	Iteration 50Q: 3 clusters Score -334838.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -334850.343750 Penalty: 2591.163574
	Iteration 51Q: 3 clusters Score -334850.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -334861.718750 Penalty: 2591.163574
	Iteration 52Q: 3 clusters Score -334861.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -334869.781250 Penalty: 2591.163574
	Iteration 53Q: 3 clusters Score -334869.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -334878.500000 Penalty: 2591.163574
	Iteration 54Q: 3 clusters Score -334878.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -334884.125000 Penalty: 2591.163574
	Iteration 55Q: 3 clusters Score -334884.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -334889.843750 Penalty: 2591.163574
	Iteration 56Q: 3 clusters Score -334889.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -334896.937500 Penalty: 2591.163574
	Iteration 57Q: 3 clusters Score -334896.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -334904.656250 Penalty: 2591.163574
	Iteration 58Q: 3 clusters Score -334904.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -334909.687500 Penalty: 2591.163574
	Iteration 59Q: 3 clusters Score -334909.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -334914.062500 Penalty: 2591.163574
	Iteration 60F: 3 clusters Score -334914.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -334920.687500 Penalty: 2591.163574
	Iteration 61Q: 3 clusters Score -334920.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -334930.281250 Penalty: 2591.163574
	Iteration 62Q: 3 clusters Score -334930.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -334937.937500 Penalty: 2591.163574
	Iteration 63Q: 3 clusters Score -334937.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -334944.906250 Penalty: 2591.163574
	Iteration 64Q: 3 clusters Score -334944.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -334949.062500 Penalty: 2591.163574
	Iteration 65Q: 3 clusters Score -334949.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -334953.375000 Penalty: 2591.163574
	Iteration 66Q: 3 clusters Score -334953.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -334957.281250 Penalty: 2591.163574
	Iteration 67Q: 3 clusters Score -334957.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -334960.968750 Penalty: 2591.163574
	Iteration 68Q: 3 clusters Score -334961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -334964.281250 Penalty: 2591.163574
	Iteration 69Q: 3 clusters Score -334964.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -334969.218750 Penalty: 2591.163574
	Iteration 70Q: 3 clusters Score -334969.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -334974.000000 Penalty: 2591.163574
	Iteration 71Q: 3 clusters Score -334974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -334975.718750 Penalty: 2591.163574
	Iteration 72Q: 3 clusters Score -334975.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -334977.843750 Penalty: 2591.163574
	Iteration 73Q: 3 clusters Score -334977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -334980.343750 Penalty: 2591.163574
	Iteration 74Q: 3 clusters Score -334980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -334983.062500 Penalty: 2591.163574
	Iteration 75Q: 3 clusters Score -334983.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -334985.468750 Penalty: 2591.163574
	Iteration 76Q: 3 clusters Score -334985.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -334986.531250 Penalty: 2591.163574
	Iteration 77Q: 3 clusters Score -334986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -334987.781250 Penalty: 2591.163574
	Iteration 78Q: 3 clusters Score -334987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -334989.343750 Penalty: 2591.163574
	Iteration 79Q: 3 clusters Score -334989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -334990.093750 Penalty: 2591.163574
	Iteration 80F: 3 clusters Score -334990.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -334990.312500 Penalty: 2591.163574
	Iteration 81Q: 3 clusters Score -334990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -334990.562500 Penalty: 2591.163574
	Iteration 82Q: 3 clusters Score -334990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -334990.562500 Penalty: 2591.163574
	Iteration 83F: 3 clusters Score -334990.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -50155.617188 Penalty: 1032.867554
	Iteration 0F: 2 clusters Score -50155.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49360.554688 Penalty: 2065.735107
	Iteration 0F: 3 clusters Score -49360.55 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50254.953125 Penalty: 2065.735107
	Iteration 1F: 3 clusters Score -50254.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50682.011719 Penalty: 2065.735107
	Iteration 2F: 3 clusters Score -50682.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51240.070312 Penalty: 2065.735107
	Iteration 3F: 3 clusters Score -51240.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51614.890625 Penalty: 2065.735107
	Iteration 4Q: 3 clusters Score -51614.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51834.054688 Penalty: 2065.735107
	Iteration 5Q: 3 clusters Score -51834.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51959.675781 Penalty: 2065.735107
	Iteration 6Q: 3 clusters Score -51959.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51982.285156 Penalty: 2065.735107
	Iteration 7Q: 3 clusters Score -51982.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52003.835938 Penalty: 2065.735107
	Iteration 8Q: 3 clusters Score -52003.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52019.839844 Penalty: 2065.735107
	Iteration 9Q: 3 clusters Score -52019.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52027.867188 Penalty: 2065.735107
	Iteration 10Q: 3 clusters Score -52027.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52033.906250 Penalty: 2065.735107
	Iteration 11Q: 3 clusters Score -52033.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52056.417969 Penalty: 2065.735107
	Iteration 12Q: 3 clusters Score -52056.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52088.242188 Penalty: 2065.735107
	Iteration 13Q: 3 clusters Score -52088.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52169.921875 Penalty: 2065.735107
	Iteration 14Q: 3 clusters Score -52169.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52278.308594 Penalty: 2065.735107
	Iteration 15Q: 3 clusters Score -52278.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52286.441406 Penalty: 2065.735107
	Iteration 16Q: 3 clusters Score -52286.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -52297.375000 Penalty: 2065.735107
	Iteration 17F: 3 clusters Score -52297.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52325.929688 Penalty: 2065.735107
	Iteration 18Q: 3 clusters Score -52325.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52369.253906 Penalty: 2065.735107
	Iteration 19Q: 3 clusters Score -52369.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -52399.312500 Penalty: 2065.735107
	Iteration 20F: 3 clusters Score -52399.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52487.367188 Penalty: 2065.735107
	Iteration 21Q: 3 clusters Score -52487.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52504.542969 Penalty: 2065.735107
	Iteration 22Q: 3 clusters Score -52504.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52504.542969 Penalty: 2065.735107
	Iteration 23F: 3 clusters Score -52504.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5220 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 28858 members 
Mstep: Class 7 contains 13839 members 
Mstep: Class 8 contains 84492 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 71963 members 
Mstep: Class 13 contains 111173 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 74894 members 
Mstep: Class 16 contains 1067 members 
Mstep: Class 17 contains 11225 members 
Mstep: Class 18 contains 136816 members 
Mstep: Class 19 contains 4103 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 21 contains 62898 members 
Mstep: Class 22 contains 15658 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 2520 members 
Mstep: Class 25 contains 18127 members 
Mstep: Class 26 contains 14066 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 31842 members 
Mstep: Class 29 contains 1012 members 
Mstep: Class 30 contains 216 members 
Entering Unmasked Estep 
Score: -86204216.000000 Penalty: 66008.781250
Splitting cluster 11 changes total score from -86202752.000000 to -86204216.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (71963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Entering Unmasked Estep 
Score: -8377047.000000 Penalty: 1817.385010
	Iteration 0F: 2 clusters Score -8377047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -8329159.000000 Penalty: 3634.770020
	Iteration 0F: 3 clusters Score -8329159 nChanged 34177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -8349164.000000 Penalty: 3634.770020
	Iteration 1F: 3 clusters Score -8349164 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -8350269.000000 Penalty: 3634.770020
	Iteration 2Q: 3 clusters Score -8350269 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -8351956.000000 Penalty: 3634.770020
	Iteration 3Q: 3 clusters Score -8351956 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -8354539.500000 Penalty: 3634.770020
	Iteration 4F: 3 clusters Score -8354540 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -8358123.000000 Penalty: 3634.770020
	Iteration 5F: 3 clusters Score -8358123 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -8362631.000000 Penalty: 3634.770020
	Iteration 6F: 3 clusters Score -8362631 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -8366791.000000 Penalty: 3634.770020
	Iteration 7F: 3 clusters Score -8366791 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -8369087.000000 Penalty: 3634.770020
	Iteration 8Q: 3 clusters Score -8369087 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -8370089.000000 Penalty: 3634.770020
	Iteration 9Q: 3 clusters Score -8370089 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -8370699.500000 Penalty: 3634.770020
	Iteration 10Q: 3 clusters Score -8370700 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -8371232.500000 Penalty: 3634.770020
	Iteration 11Q: 3 clusters Score -8371232 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -8371610.500000 Penalty: 3634.770020
	Iteration 12Q: 3 clusters Score -8371610 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -8372033.000000 Penalty: 3634.770020
	Iteration 13Q: 3 clusters Score -8372033 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -8372335.500000 Penalty: 3634.770020
	Iteration 14Q: 3 clusters Score -8372336 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -8372646.500000 Penalty: 3634.770020
	Iteration 15Q: 3 clusters Score -8372646 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -8372967.500000 Penalty: 3634.770020
	Iteration 16Q: 3 clusters Score -8372968 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -8373316.000000 Penalty: 3634.770020
	Iteration 17Q: 3 clusters Score -8373316 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -8373643.000000 Penalty: 3634.770020
	Iteration 18Q: 3 clusters Score -8373643 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -8373895.000000 Penalty: 3634.770020
	Iteration 19Q: 3 clusters Score -8373895 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -8374105.500000 Penalty: 3634.770020
	Iteration 20F: 3 clusters Score -8374106 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -8374315.500000 Penalty: 3634.770020
	Iteration 21Q: 3 clusters Score -8374316 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -8374505.000000 Penalty: 3634.770020
	Iteration 22Q: 3 clusters Score -8374505 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66676 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -8374680.500000 Penalty: 3634.770020
	Iteration 23Q: 3 clusters Score -8374680 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -8374849.000000 Penalty: 3634.770020
	Iteration 24Q: 3 clusters Score -8374849 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8374986.500000 Penalty: 3634.770020
	Iteration 25Q: 3 clusters Score -8374986 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -8375103.000000 Penalty: 3634.770020
	Iteration 26Q: 3 clusters Score -8375103 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -8375180.500000 Penalty: 3634.770020
	Iteration 27Q: 3 clusters Score -8375180 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8375252.000000 Penalty: 3634.770020
	Iteration 28Q: 3 clusters Score -8375252 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8375345.500000 Penalty: 3634.770020
	Iteration 29Q: 3 clusters Score -8375346 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8375427.000000 Penalty: 3634.770020
	Iteration 30Q: 3 clusters Score -8375427 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69390 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8375466.000000 Penalty: 3634.770020
	Iteration 31Q: 3 clusters Score -8375466 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8375506.500000 Penalty: 3634.770020
	Iteration 32Q: 3 clusters Score -8375506 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8375539.500000 Penalty: 3634.770020
	Iteration 33Q: 3 clusters Score -8375540 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8375581.500000 Penalty: 3634.770020
	Iteration 34Q: 3 clusters Score -8375582 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69996 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8375585.500000 Penalty: 3634.770020
	Iteration 35Q: 3 clusters Score -8375586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8375607.000000 Penalty: 3634.770020
	Iteration 36Q: 3 clusters Score -8375607 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8375624.000000 Penalty: 3634.770020
	Iteration 37Q: 3 clusters Score -8375624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8375639.000000 Penalty: 3634.770020
	Iteration 38Q: 3 clusters Score -8375639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8375668.000000 Penalty: 3634.770020
	Iteration 39Q: 3 clusters Score -8375668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8375672.000000 Penalty: 3634.770020
	Iteration 40F: 3 clusters Score -8375672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8375675.000000 Penalty: 3634.770020
	Iteration 41Q: 3 clusters Score -8375675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8375686.000000 Penalty: 3634.770020
	Iteration 42Q: 3 clusters Score -8375686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8375679.500000 Penalty: 3634.770020
	Iteration 43Q: 3 clusters Score -8375680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8375686.000000 Penalty: 3634.770020
	Iteration 44Q: 3 clusters Score -8375686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8375686.500000 Penalty: 3634.770020
	Iteration 45Q: 3 clusters Score -8375686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8375687.000000 Penalty: 3634.770020
	Iteration 46Q: 3 clusters Score -8375687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8375676.500000 Penalty: 3634.770020
	Iteration 47Q: 3 clusters Score -8375676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8375685.500000 Penalty: 3634.770020
	Iteration 48Q: 3 clusters Score -8375686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8375686.500000 Penalty: 3634.770020
	Iteration 49Q: 3 clusters Score -8375686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70538 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8375700.000000 Penalty: 3634.770020
	Iteration 50Q: 3 clusters Score -8375700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8375712.500000 Penalty: 3634.770020
	Iteration 51Q: 3 clusters Score -8375712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8375714.000000 Penalty: 3634.770020
	Iteration 52Q: 3 clusters Score -8375714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8375709.500000 Penalty: 3634.770020
	Iteration 53Q: 3 clusters Score -8375710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8375710.500000 Penalty: 3634.770020
	Iteration 54Q: 3 clusters Score -8375710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8375715.500000 Penalty: 3634.770020
	Iteration 55Q: 3 clusters Score -8375716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8375711.000000 Penalty: 3634.770020
	Iteration 56Q: 3 clusters Score -8375711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8375713.000000 Penalty: 3634.770020
	Iteration 57Q: 3 clusters Score -8375713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8375708.500000 Penalty: 3634.770020
	Iteration 58Q: 3 clusters Score -8375708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8375706.000000 Penalty: 3634.770020
	Iteration 59Q: 3 clusters Score -8375706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8375711.500000 Penalty: 3634.770020
	Iteration 60F: 3 clusters Score -8375712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8375720.000000 Penalty: 3634.770020
	Iteration 61Q: 3 clusters Score -8375720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8375719.000000 Penalty: 3634.770020
	Iteration 62Q: 3 clusters Score -8375719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8375727.000000 Penalty: 3634.770020
	Iteration 63Q: 3 clusters Score -8375727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8375719.500000 Penalty: 3634.770020
	Iteration 64Q: 3 clusters Score -8375720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8375722.000000 Penalty: 3634.770020
	Iteration 65Q: 3 clusters Score -8375722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8375720.000000 Penalty: 3634.770020
	Iteration 66Q: 3 clusters Score -8375720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8375724.000000 Penalty: 3634.770020
	Iteration 67Q: 3 clusters Score -8375724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8375723.000000 Penalty: 3634.770020
	Iteration 68Q: 3 clusters Score -8375723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8375720.000000 Penalty: 3634.770020
	Iteration 69Q: 3 clusters Score -8375720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8375724.000000 Penalty: 3634.770020
	Iteration 70Q: 3 clusters Score -8375724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8375720.500000 Penalty: 3634.770020
	Iteration 71Q: 3 clusters Score -8375720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8375723.000000 Penalty: 3634.770020
	Iteration 72Q: 3 clusters Score -8375723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8375728.000000 Penalty: 3634.770020
	Iteration 73Q: 3 clusters Score -8375728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8375729.500000 Penalty: 3634.770020
	Iteration 74Q: 3 clusters Score -8375730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8375731.000000 Penalty: 3634.770020
	Iteration 75Q: 3 clusters Score -8375731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8375730.000000 Penalty: 3634.770020
	Iteration 76Q: 3 clusters Score -8375730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8375725.000000 Penalty: 3634.770020
	Iteration 77Q: 3 clusters Score -8375725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8375727.000000 Penalty: 3634.770020
	Iteration 78Q: 3 clusters Score -8375727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8375727.000000 Penalty: 3634.770020
	Iteration 79F: 3 clusters Score -8375727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (111173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111173 members 
Entering Unmasked Estep 
Score: -12991366.000000 Penalty: 1888.062012
	Iteration 0F: 2 clusters Score -1.299137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -12921665.000000 Penalty: 3776.124023
	Iteration 0F: 3 clusters Score -1.292166e+07 nChanged 53044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -12953231.000000 Penalty: 3776.124023
	Iteration 1F: 3 clusters Score -1.295323e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -12955768.000000 Penalty: 3776.124023
	Iteration 2F: 3 clusters Score -1.295577e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -12960198.000000 Penalty: 3776.124023
	Iteration 3F: 3 clusters Score -1.29602e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -12966388.000000 Penalty: 3776.124023
	Iteration 4F: 3 clusters Score -1.296639e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -12973224.000000 Penalty: 3776.124023
	Iteration 5F: 3 clusters Score -1.297322e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 95458 members 
Entering Unmasked Estep 
Score: -12978849.000000 Penalty: 3776.124023
	Iteration 6F: 3 clusters Score -1.297885e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 98888 members 
Entering Unmasked Estep 
Score: -12982475.000000 Penalty: 3776.124023
	Iteration 7Q: 3 clusters Score -1.298248e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -12984638.000000 Penalty: 3776.124023
	Iteration 8Q: 3 clusters Score -1.298464e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 102090 members 
Entering Unmasked Estep 
Score: -12986228.000000 Penalty: 3776.124023
	Iteration 9Q: 3 clusters Score -1.298623e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -12987208.000000 Penalty: 3776.124023
	Iteration 10Q: 3 clusters Score -1.298721e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 104274 members 
Entering Unmasked Estep 
Score: -12987896.000000 Penalty: 3776.124023
	Iteration 11Q: 3 clusters Score -1.29879e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 105200 members 
Entering Unmasked Estep 
Score: -12988501.000000 Penalty: 3776.124023
	Iteration 12Q: 3 clusters Score -1.29885e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 106026 members 
Entering Unmasked Estep 
Score: -12988957.000000 Penalty: 3776.124023
	Iteration 13Q: 3 clusters Score -1.298896e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 106751 members 
Entering Unmasked Estep 
Score: -12989329.000000 Penalty: 3776.124023
	Iteration 14Q: 3 clusters Score -1.298933e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -12989638.000000 Penalty: 3776.124023
	Iteration 15Q: 3 clusters Score -1.298964e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 107987 members 
Entering Unmasked Estep 
Score: -12989868.000000 Penalty: 3776.124023
	Iteration 16Q: 3 clusters Score -1.298987e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 108443 members 
Entering Unmasked Estep 
Score: -12989980.000000 Penalty: 3776.124023
	Iteration 17Q: 3 clusters Score -1.298998e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -12990108.000000 Penalty: 3776.124023
	Iteration 18Q: 3 clusters Score -1.299011e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 109170 members 
Entering Unmasked Estep 
Score: -12990111.000000 Penalty: 3776.124023
	Iteration 19Q: 3 clusters Score -1.299011e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 109433 members 
Entering Unmasked Estep 
Score: -12990170.000000 Penalty: 3776.124023
	Iteration 20F: 3 clusters Score -1.299017e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 109637 members 
Entering Unmasked Estep 
Score: -12990158.000000 Penalty: 3776.124023
	Iteration 21Q: 3 clusters Score -1.299016e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 109793 members 
Entering Unmasked Estep 
Score: -12990139.000000 Penalty: 3776.124023
	Iteration 22Q: 3 clusters Score -1.299014e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 109916 members 
Entering Unmasked Estep 
Score: -12990132.000000 Penalty: 3776.124023
	Iteration 23Q: 3 clusters Score -1.299013e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 110012 members 
Entering Unmasked Estep 
Score: -12990095.000000 Penalty: 3776.124023
	Iteration 24Q: 3 clusters Score -1.29901e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 110092 members 
Entering Unmasked Estep 
Score: -12990097.000000 Penalty: 3776.124023
	Iteration 25Q: 3 clusters Score -1.29901e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 110162 members 
Entering Unmasked Estep 
Score: -12990124.000000 Penalty: 3776.124023
	Iteration 26Q: 3 clusters Score -1.299012e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 110214 members 
Entering Unmasked Estep 
Score: -12990113.000000 Penalty: 3776.124023
	Iteration 27Q: 3 clusters Score -1.299011e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 110260 members 
Entering Unmasked Estep 
Score: -12990139.000000 Penalty: 3776.124023
	Iteration 28Q: 3 clusters Score -1.299014e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 110293 members 
Entering Unmasked Estep 
Score: -12990155.000000 Penalty: 3776.124023
	Iteration 29Q: 3 clusters Score -1.299016e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 110318 members 
Entering Unmasked Estep 
Score: -12990153.000000 Penalty: 3776.124023
	Iteration 30Q: 3 clusters Score -1.299015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 110340 members 
Entering Unmasked Estep 
Score: -12990144.000000 Penalty: 3776.124023
	Iteration 31Q: 3 clusters Score -1.299014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 110355 members 
Entering Unmasked Estep 
Score: -12990135.000000 Penalty: 3776.124023
	Iteration 32Q: 3 clusters Score -1.299014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -12990137.000000 Penalty: 3776.124023
	Iteration 33Q: 3 clusters Score -1.299014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -12990134.000000 Penalty: 3776.124023
	Iteration 34Q: 3 clusters Score -1.299013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 110373 members 
Entering Unmasked Estep 
Score: -12990142.000000 Penalty: 3776.124023
	Iteration 35Q: 3 clusters Score -1.299014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 110377 members 
Entering Unmasked Estep 
Score: -12990137.000000 Penalty: 3776.124023
	Iteration 36Q: 3 clusters Score -1.299014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 110386 members 
Entering Unmasked Estep 
Score: -12990117.000000 Penalty: 3776.124023
	Iteration 37Q: 3 clusters Score -1.299012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 110395 members 
Entering Unmasked Estep 
Score: -12990120.000000 Penalty: 3776.124023
	Iteration 38Q: 3 clusters Score -1.299012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 110406 members 
Entering Unmasked Estep 
Score: -12990129.000000 Penalty: 3776.124023
	Iteration 39Q: 3 clusters Score -1.299013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -12990127.000000 Penalty: 3776.124023
	Iteration 40F: 3 clusters Score -1.299013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -12990127.000000 Penalty: 3776.124023
	Iteration 41Q: 3 clusters Score -1.299013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 110426 members 
Entering Unmasked Estep 
Score: -12990124.000000 Penalty: 3776.124023
	Iteration 42Q: 3 clusters Score -1.299012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 110440 members 
Entering Unmasked Estep 
Score: -12990123.000000 Penalty: 3776.124023
	Iteration 43Q: 3 clusters Score -1.299012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -12990126.000000 Penalty: 3776.124023
	Iteration 44Q: 3 clusters Score -1.299013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 110455 members 
Entering Unmasked Estep 
Score: -12990122.000000 Penalty: 3776.124023
	Iteration 45Q: 3 clusters Score -1.299012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 110457 members 
Entering Unmasked Estep 
Score: -12990121.000000 Penalty: 3776.124023
	Iteration 46Q: 3 clusters Score -1.299012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 110460 members 
Entering Unmasked Estep 
Score: -12990121.000000 Penalty: 3776.124023
	Iteration 47Q: 3 clusters Score -1.299012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -12990117.000000 Penalty: 3776.124023
	Iteration 48Q: 3 clusters Score -1.299012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 110460 members 
Entering Unmasked Estep 
Score: -12990116.000000 Penalty: 3776.124023
	Iteration 49Q: 3 clusters Score -1.299012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 110460 members 
Entering Unmasked Estep 
Score: -12990115.000000 Penalty: 3776.124023
	Iteration 50Q: 3 clusters Score -1.299012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 110460 members 
Entering Unmasked Estep 
Score: -12990117.000000 Penalty: 3776.124023
	Iteration 51Q: 3 clusters Score -1.299012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -12990117.000000 Penalty: 3776.124023
	Iteration 52Q: 3 clusters Score -1.299012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 110462 members 
Entering Unmasked Estep 
Score: -12990116.000000 Penalty: 3776.124023
	Iteration 53Q: 3 clusters Score -1.299012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 110465 members 
Entering Unmasked Estep 
Score: -12990122.000000 Penalty: 3776.124023
	Iteration 54Q: 3 clusters Score -1.299012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -12990118.000000 Penalty: 3776.124023
	Iteration 55Q: 3 clusters Score -1.299012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 110469 members 
Entering Unmasked Estep 
Score: -12990122.000000 Penalty: 3776.124023
	Iteration 56Q: 3 clusters Score -1.299012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -12990128.000000 Penalty: 3776.124023
	Iteration 57Q: 3 clusters Score -1.299013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 110472 members 
Entering Unmasked Estep 
Score: -12990124.000000 Penalty: 3776.124023
	Iteration 58Q: 3 clusters Score -1.299012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 110472 members 
Entering Unmasked Estep 
Score: -12990124.000000 Penalty: 3776.124023
	Iteration 59F: 3 clusters Score -1.299012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Entering Unmasked Estep 
Score: -1639196.500000 Penalty: 1552.317627
	Iteration 0F: 2 clusters Score -1639196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1629420.500000 Penalty: 3104.635254
	Iteration 0F: 3 clusters Score -1629420 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1632713.125000 Penalty: 3104.635254
	Iteration 1F: 3 clusters Score -1632713 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1633069.625000 Penalty: 3104.635254
	Iteration 2F: 3 clusters Score -1633070 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1633476.625000 Penalty: 3104.635254
	Iteration 3F: 3 clusters Score -1633477 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1633860.000000 Penalty: 3104.635254
	Iteration 4Q: 3 clusters Score -1633860 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1634233.000000 Penalty: 3104.635254
	Iteration 5Q: 3 clusters Score -1634233 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1634576.375000 Penalty: 3104.635254
	Iteration 6Q: 3 clusters Score -1634576 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1634852.750000 Penalty: 3104.635254
	Iteration 7Q: 3 clusters Score -1634853 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1635121.250000 Penalty: 3104.635254
	Iteration 8Q: 3 clusters Score -1635121 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1635351.875000 Penalty: 3104.635254
	Iteration 9Q: 3 clusters Score -1635352 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1635574.875000 Penalty: 3104.635254
	Iteration 10Q: 3 clusters Score -1635575 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1635777.625000 Penalty: 3104.635254
	Iteration 11Q: 3 clusters Score -1635778 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1635967.250000 Penalty: 3104.635254
	Iteration 12Q: 3 clusters Score -1635967 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1636139.750000 Penalty: 3104.635254
	Iteration 13Q: 3 clusters Score -1636140 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1636330.375000 Penalty: 3104.635254
	Iteration 14Q: 3 clusters Score -1636330 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1636501.500000 Penalty: 3104.635254
	Iteration 15Q: 3 clusters Score -1636502 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1636673.500000 Penalty: 3104.635254
	Iteration 16Q: 3 clusters Score -1636674 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1636822.625000 Penalty: 3104.635254
	Iteration 17Q: 3 clusters Score -1636823 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1636944.375000 Penalty: 3104.635254
	Iteration 18Q: 3 clusters Score -1636944 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1637038.000000 Penalty: 3104.635254
	Iteration 19Q: 3 clusters Score -1637038 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1637134.125000 Penalty: 3104.635254
	Iteration 20F: 3 clusters Score -1637134 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1637223.375000 Penalty: 3104.635254
	Iteration 21Q: 3 clusters Score -1637223 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1637288.250000 Penalty: 3104.635254
	Iteration 22Q: 3 clusters Score -1637288 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1637348.250000 Penalty: 3104.635254
	Iteration 23Q: 3 clusters Score -1637348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1637412.750000 Penalty: 3104.635254
	Iteration 24Q: 3 clusters Score -1637413 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1637459.125000 Penalty: 3104.635254
	Iteration 25Q: 3 clusters Score -1637459 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1637507.500000 Penalty: 3104.635254
	Iteration 26Q: 3 clusters Score -1637508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1637543.750000 Penalty: 3104.635254
	Iteration 27Q: 3 clusters Score -1637544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1637576.000000 Penalty: 3104.635254
	Iteration 28Q: 3 clusters Score -1637576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1637602.000000 Penalty: 3104.635254
	Iteration 29Q: 3 clusters Score -1637602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1637619.875000 Penalty: 3104.635254
	Iteration 30Q: 3 clusters Score -1637620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1637635.875000 Penalty: 3104.635254
	Iteration 31Q: 3 clusters Score -1637636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1637653.875000 Penalty: 3104.635254
	Iteration 32Q: 3 clusters Score -1637654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1637676.000000 Penalty: 3104.635254
	Iteration 33Q: 3 clusters Score -1637676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1637698.000000 Penalty: 3104.635254
	Iteration 34Q: 3 clusters Score -1637698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1637719.250000 Penalty: 3104.635254
	Iteration 35Q: 3 clusters Score -1637719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1637743.000000 Penalty: 3104.635254
	Iteration 36Q: 3 clusters Score -1637743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1637755.375000 Penalty: 3104.635254
	Iteration 37Q: 3 clusters Score -1637755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1637770.250000 Penalty: 3104.635254
	Iteration 38Q: 3 clusters Score -1637770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1637783.625000 Penalty: 3104.635254
	Iteration 39Q: 3 clusters Score -1637784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1637795.125000 Penalty: 3104.635254
	Iteration 40F: 3 clusters Score -1637795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1637804.500000 Penalty: 3104.635254
	Iteration 41Q: 3 clusters Score -1637804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1637818.750000 Penalty: 3104.635254
	Iteration 42Q: 3 clusters Score -1637819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1637827.250000 Penalty: 3104.635254
	Iteration 43Q: 3 clusters Score -1637827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1637835.250000 Penalty: 3104.635254
	Iteration 44Q: 3 clusters Score -1637835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1637839.000000 Penalty: 3104.635254
	Iteration 45Q: 3 clusters Score -1637839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1637842.750000 Penalty: 3104.635254
	Iteration 46Q: 3 clusters Score -1637843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1637847.500000 Penalty: 3104.635254
	Iteration 47Q: 3 clusters Score -1637848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1637851.625000 Penalty: 3104.635254
	Iteration 48Q: 3 clusters Score -1637852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1637854.125000 Penalty: 3104.635254
	Iteration 49Q: 3 clusters Score -1637854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1637858.250000 Penalty: 3104.635254
	Iteration 50Q: 3 clusters Score -1637858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1637857.125000 Penalty: 3104.635254
	Iteration 51Q: 3 clusters Score -1637857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1637857.250000 Penalty: 3104.635254
	Iteration 52Q: 3 clusters Score -1637857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1637861.000000 Penalty: 3104.635254
	Iteration 53Q: 3 clusters Score -1637861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1637861.750000 Penalty: 3104.635254
	Iteration 54Q: 3 clusters Score -1637862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1637865.000000 Penalty: 3104.635254
	Iteration 55Q: 3 clusters Score -1637865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1637867.125000 Penalty: 3104.635254
	Iteration 56Q: 3 clusters Score -1637867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1637871.000000 Penalty: 3104.635254
	Iteration 57Q: 3 clusters Score -1637871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1637869.000000 Penalty: 3104.635254
	Iteration 58Q: 3 clusters Score -1637869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1637871.250000 Penalty: 3104.635254
	Iteration 59Q: 3 clusters Score -1637871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1637871.625000 Penalty: 3104.635254
	Iteration 60F: 3 clusters Score -1637872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Entering Unmasked Estep 
Score: -8839767.000000 Penalty: 1823.872314
	Iteration 0F: 2 clusters Score -8839767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -8790094.000000 Penalty: 3647.744629
	Iteration 0F: 3 clusters Score -8790094 nChanged 35493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -8810547.000000 Penalty: 3647.744629
	Iteration 1F: 3 clusters Score -8810547 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -8811040.000000 Penalty: 3647.744629
	Iteration 2Q: 3 clusters Score -8811040 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -8811826.000000 Penalty: 3647.744629
	Iteration 3Q: 3 clusters Score -8811826 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -8812882.000000 Penalty: 3647.744629
	Iteration 4Q: 3 clusters Score -8812882 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -8814650.000000 Penalty: 3647.744629
	Iteration 5Q: 3 clusters Score -8814650 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -8817551.000000 Penalty: 3647.744629
	Iteration 6F: 3 clusters Score -8817551 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -8821678.000000 Penalty: 3647.744629
	Iteration 7F: 3 clusters Score -8821678 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -8826595.000000 Penalty: 3647.744629
	Iteration 8F: 3 clusters Score -8826595 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -8830881.000000 Penalty: 3647.744629
	Iteration 9F: 3 clusters Score -8830881 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -8833802.000000 Penalty: 3647.744629
	Iteration 10Q: 3 clusters Score -8833802 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8835665.000000 Penalty: 3647.744629
	Iteration 11Q: 3 clusters Score -8835665 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8836718.000000 Penalty: 3647.744629
	Iteration 12Q: 3 clusters Score -8836718 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8837334.000000 Penalty: 3647.744629
	Iteration 13Q: 3 clusters Score -8837334 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8837679.000000 Penalty: 3647.744629
	Iteration 14Q: 3 clusters Score -8837679 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8837870.000000 Penalty: 3647.744629
	Iteration 15Q: 3 clusters Score -8837870 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8837994.000000 Penalty: 3647.744629
	Iteration 16Q: 3 clusters Score -8837994 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8838086.000000 Penalty: 3647.744629
	Iteration 17Q: 3 clusters Score -8838086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8838139.000000 Penalty: 3647.744629
	Iteration 18Q: 3 clusters Score -8838139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8838154.000000 Penalty: 3647.744629
	Iteration 19Q: 3 clusters Score -8838154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8838175.000000 Penalty: 3647.744629
	Iteration 20F: 3 clusters Score -8838175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8838189.000000 Penalty: 3647.744629
	Iteration 21Q: 3 clusters Score -8838189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8838195.000000 Penalty: 3647.744629
	Iteration 22Q: 3 clusters Score -8838195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8838198.000000 Penalty: 3647.744629
	Iteration 23Q: 3 clusters Score -8838198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8838201.000000 Penalty: 3647.744629
	Iteration 24Q: 3 clusters Score -8838201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8838201.000000 Penalty: 3647.744629
	Iteration 25F: 3 clusters Score -8838201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -106224.695312 Penalty: 1133.048462
	Iteration 0F: 2 clusters Score -106224.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104841.250000 Penalty: 2266.096924
	Iteration 0F: 3 clusters Score -104841.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105174.671875 Penalty: 2266.096924
	Iteration 1F: 3 clusters Score -105174.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -105362.367188 Penalty: 2266.096924
	Iteration 2F: 3 clusters Score -105362.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -105611.976562 Penalty: 2266.096924
	Iteration 3F: 3 clusters Score -105612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -106043.570312 Penalty: 2266.096924
	Iteration 4F: 3 clusters Score -106043.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -106326.109375 Penalty: 2266.096924
	Iteration 5F: 3 clusters Score -106326.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -106454.257812 Penalty: 2266.096924
	Iteration 6F: 3 clusters Score -106454.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -106533.171875 Penalty: 2266.096924
	Iteration 7Q: 3 clusters Score -106533.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -106556.148438 Penalty: 2266.096924
	Iteration 8Q: 3 clusters Score -106556.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -106559.984375 Penalty: 2266.096924
	Iteration 9Q: 3 clusters Score -106560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -106561.257812 Penalty: 2266.096924
	Iteration 10Q: 3 clusters Score -106561.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -106564.664062 Penalty: 2266.096924
	Iteration 11Q: 3 clusters Score -106564.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -106564.664062 Penalty: 2266.096924
	Iteration 12F: 3 clusters Score -106564.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5220 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 28858 members 
Mstep: Class 7 contains 13839 members 
Mstep: Class 8 contains 84492 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 71963 members 
Mstep: Class 13 contains 111173 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 74894 members 
Mstep: Class 16 contains 94 members 
Mstep: Class 17 contains 11225 members 
Mstep: Class 18 contains 136816 members 
Mstep: Class 19 contains 4103 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 21 contains 62898 members 
Mstep: Class 22 contains 15658 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 2520 members 
Mstep: Class 25 contains 18127 members 
Mstep: Class 26 contains 14066 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 31842 members 
Mstep: Class 29 contains 1012 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 973 members 
Entering Unmasked Estep 
Score: -86203416.000000 Penalty: 68209.078125
Splitting cluster 16 changes total score from -86202752.000000 to -86203416.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (11225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Entering Unmasked Estep 
Score: -1286436.000000 Penalty: 1515.458618
	Iteration 0F: 2 clusters Score -1286436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1278509.375000 Penalty: 3030.917236
	Iteration 0F: 3 clusters Score -1278509 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1281333.375000 Penalty: 3030.917236
	Iteration 1F: 3 clusters Score -1281333 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1281944.750000 Penalty: 3030.917236
	Iteration 2F: 3 clusters Score -1281945 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1282881.375000 Penalty: 3030.917236
	Iteration 3F: 3 clusters Score -1282881 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1283820.000000 Penalty: 3030.917236
	Iteration 4F: 3 clusters Score -1283820 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1284548.875000 Penalty: 3030.917236
	Iteration 5F: 3 clusters Score -1284549 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1285126.875000 Penalty: 3030.917236
	Iteration 6F: 3 clusters Score -1285127 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1285635.875000 Penalty: 3030.917236
	Iteration 7Q: 3 clusters Score -1285636 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1286060.125000 Penalty: 3030.917236
	Iteration 8Q: 3 clusters Score -1286060 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1286298.000000 Penalty: 3030.917236
	Iteration 9Q: 3 clusters Score -1286298 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1286390.250000 Penalty: 3030.917236
	Iteration 10Q: 3 clusters Score -1286390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1286431.875000 Penalty: 3030.917236
	Iteration 11Q: 3 clusters Score -1286432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1286448.125000 Penalty: 3030.917236
	Iteration 12Q: 3 clusters Score -1286448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1286449.625000 Penalty: 3030.917236
	Iteration 13Q: 3 clusters Score -1286450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1286454.250000 Penalty: 3030.917236
	Iteration 14Q: 3 clusters Score -1286454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1286456.625000 Penalty: 3030.917236
	Iteration 15Q: 3 clusters Score -1286457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1286455.750000 Penalty: 3030.917236
	Iteration 16Q: 3 clusters Score -1286456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1286456.875000 Penalty: 3030.917236
	Iteration 17Q: 3 clusters Score -1286457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1286459.625000 Penalty: 3030.917236
	Iteration 18Q: 3 clusters Score -1286460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1286459.625000 Penalty: 3030.917236
	Iteration 19F: 3 clusters Score -1286460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5220 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 28858 members 
Mstep: Class 7 contains 13839 members 
Mstep: Class 8 contains 84492 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 71963 members 
Mstep: Class 13 contains 111173 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 74894 members 
Mstep: Class 16 contains 94 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 136816 members 
Mstep: Class 19 contains 4103 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 21 contains 62898 members 
Mstep: Class 22 contains 15658 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 2520 members 
Mstep: Class 25 contains 18127 members 
Mstep: Class 26 contains 14066 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 31842 members 
Mstep: Class 29 contains 1012 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 973 members 
Mstep: Class 32 contains 9645 members 
Entering Unmasked Estep 
Score: -86202792.000000 Penalty: 70409.367188
Splitting cluster 17 changes total score from -86202752.000000 to -86202792.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (136816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136816 members 
Entering Unmasked Estep 
Score: -15704510.000000 Penalty: 1921.788696
	Iteration 0F: 2 clusters Score -1.570451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -15619929.000000 Penalty: 3843.577393
	Iteration 0F: 3 clusters Score -1.561993e+07 nChanged 65609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -15658380.000000 Penalty: 3843.577393
	Iteration 1F: 3 clusters Score -1.565838e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -15659161.000000 Penalty: 3843.577393
	Iteration 2Q: 3 clusters Score -1.565916e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -15660283.000000 Penalty: 3843.577393
	Iteration 3Q: 3 clusters Score -1.566028e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -15662181.000000 Penalty: 3843.577393
	Iteration 4Q: 3 clusters Score -1.566218e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 81940 members 
Entering Unmasked Estep 
Score: -15665135.000000 Penalty: 3843.577393
	Iteration 5Q: 3 clusters Score -1.566514e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -15669984.000000 Penalty: 3843.577393
	Iteration 6F: 3 clusters Score -1.566998e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -15677056.000000 Penalty: 3843.577393
	Iteration 7F: 3 clusters Score -1.567706e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -15684210.000000 Penalty: 3843.577393
	Iteration 8F: 3 clusters Score -1.568421e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 105684 members 
Entering Unmasked Estep 
Score: -15689111.000000 Penalty: 3843.577393
	Iteration 9F: 3 clusters Score -1.568911e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 109124 members 
Entering Unmasked Estep 
Score: -15691588.000000 Penalty: 3843.577393
	Iteration 10Q: 3 clusters Score -1.569159e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 112035 members 
Entering Unmasked Estep 
Score: -15693070.000000 Penalty: 3843.577393
	Iteration 11Q: 3 clusters Score -1.569307e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -15693998.000000 Penalty: 3843.577393
	Iteration 12Q: 3 clusters Score -1.5694e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 117289 members 
Entering Unmasked Estep 
Score: -15694795.000000 Penalty: 3843.577393
	Iteration 13Q: 3 clusters Score -1.56948e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 119565 members 
Entering Unmasked Estep 
Score: -15695544.000000 Penalty: 3843.577393
	Iteration 14Q: 3 clusters Score -1.569554e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 121649 members 
Entering Unmasked Estep 
Score: -15696305.000000 Penalty: 3843.577393
	Iteration 15Q: 3 clusters Score -1.56963e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 123534 members 
Entering Unmasked Estep 
Score: -15696877.000000 Penalty: 3843.577393
	Iteration 16Q: 3 clusters Score -1.569688e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 125238 members 
Entering Unmasked Estep 
Score: -15697442.000000 Penalty: 3843.577393
	Iteration 17Q: 3 clusters Score -1.569744e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 126744 members 
Entering Unmasked Estep 
Score: -15698059.000000 Penalty: 3843.577393
	Iteration 18Q: 3 clusters Score -1.569806e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 128096 members 
Entering Unmasked Estep 
Score: -15698577.000000 Penalty: 3843.577393
	Iteration 19Q: 3 clusters Score -1.569858e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 129321 members 
Entering Unmasked Estep 
Score: -15699153.000000 Penalty: 3843.577393
	Iteration 20F: 3 clusters Score -1.569915e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 130372 members 
Entering Unmasked Estep 
Score: -15699681.000000 Penalty: 3843.577393
	Iteration 21Q: 3 clusters Score -1.569968e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 131273 members 
Entering Unmasked Estep 
Score: -15700147.000000 Penalty: 3843.577393
	Iteration 22Q: 3 clusters Score -1.570015e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 132022 members 
Entering Unmasked Estep 
Score: -15700450.000000 Penalty: 3843.577393
	Iteration 23Q: 3 clusters Score -1.570045e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 132673 members 
Entering Unmasked Estep 
Score: -15700781.000000 Penalty: 3843.577393
	Iteration 24Q: 3 clusters Score -1.570078e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 133243 members 
Entering Unmasked Estep 
Score: -15701089.000000 Penalty: 3843.577393
	Iteration 25Q: 3 clusters Score -1.570109e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 133736 members 
Entering Unmasked Estep 
Score: -15701353.000000 Penalty: 3843.577393
	Iteration 26Q: 3 clusters Score -1.570135e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 134160 members 
Entering Unmasked Estep 
Score: -15701632.000000 Penalty: 3843.577393
	Iteration 27Q: 3 clusters Score -1.570163e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 134505 members 
Entering Unmasked Estep 
Score: -15701833.000000 Penalty: 3843.577393
	Iteration 28Q: 3 clusters Score -1.570183e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 134782 members 
Entering Unmasked Estep 
Score: -15701965.000000 Penalty: 3843.577393
	Iteration 29Q: 3 clusters Score -1.570196e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 135001 members 
Entering Unmasked Estep 
Score: -15702075.000000 Penalty: 3843.577393
	Iteration 30Q: 3 clusters Score -1.570208e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 135173 members 
Entering Unmasked Estep 
Score: -15702179.000000 Penalty: 3843.577393
	Iteration 31Q: 3 clusters Score -1.570218e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 135340 members 
Entering Unmasked Estep 
Score: -15702278.000000 Penalty: 3843.577393
	Iteration 32Q: 3 clusters Score -1.570228e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 135494 members 
Entering Unmasked Estep 
Score: -15702376.000000 Penalty: 3843.577393
	Iteration 33Q: 3 clusters Score -1.570238e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 135616 members 
Entering Unmasked Estep 
Score: -15702482.000000 Penalty: 3843.577393
	Iteration 34Q: 3 clusters Score -1.570248e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 135714 members 
Entering Unmasked Estep 
Score: -15702508.000000 Penalty: 3843.577393
	Iteration 35Q: 3 clusters Score -1.570251e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 135787 members 
Entering Unmasked Estep 
Score: -15702561.000000 Penalty: 3843.577393
	Iteration 36Q: 3 clusters Score -1.570256e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 135850 members 
Entering Unmasked Estep 
Score: -15702606.000000 Penalty: 3843.577393
	Iteration 37Q: 3 clusters Score -1.570261e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 135901 members 
Entering Unmasked Estep 
Score: -15702657.000000 Penalty: 3843.577393
	Iteration 38Q: 3 clusters Score -1.570266e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 135937 members 
Entering Unmasked Estep 
Score: -15702688.000000 Penalty: 3843.577393
	Iteration 39Q: 3 clusters Score -1.570269e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 135964 members 
Entering Unmasked Estep 
Score: -15702695.000000 Penalty: 3843.577393
	Iteration 40F: 3 clusters Score -1.57027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 135983 members 
Entering Unmasked Estep 
Score: -15702718.000000 Penalty: 3843.577393
	Iteration 41Q: 3 clusters Score -1.570272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 136009 members 
Entering Unmasked Estep 
Score: -15702722.000000 Penalty: 3843.577393
	Iteration 42Q: 3 clusters Score -1.570272e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 136030 members 
Entering Unmasked Estep 
Score: -15702740.000000 Penalty: 3843.577393
	Iteration 43Q: 3 clusters Score -1.570274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 136046 members 
Entering Unmasked Estep 
Score: -15702745.000000 Penalty: 3843.577393
	Iteration 44Q: 3 clusters Score -1.570274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 136056 members 
Entering Unmasked Estep 
Score: -15702752.000000 Penalty: 3843.577393
	Iteration 45Q: 3 clusters Score -1.570275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 136062 members 
Entering Unmasked Estep 
Score: -15702761.000000 Penalty: 3843.577393
	Iteration 46Q: 3 clusters Score -1.570276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 136068 members 
Entering Unmasked Estep 
Score: -15702761.000000 Penalty: 3843.577393
	Iteration 47Q: 3 clusters Score -1.570276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 136070 members 
Entering Unmasked Estep 
Score: -15702770.000000 Penalty: 3843.577393
	Iteration 48Q: 3 clusters Score -1.570277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 136073 members 
Entering Unmasked Estep 
Score: -15702779.000000 Penalty: 3843.577393
	Iteration 49Q: 3 clusters Score -1.570278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 136073 members 
Entering Unmasked Estep 
Score: -15702779.000000 Penalty: 3843.577393
	Iteration 50F: 3 clusters Score -1.570278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Entering Unmasked Estep 
Score: -475660.656250 Penalty: 1351.914429
	Iteration 0F: 2 clusters Score -475660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -472257.718750 Penalty: 2703.828857
	Iteration 0F: 3 clusters Score -472257.7 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -473215.812500 Penalty: 2703.828857
	Iteration 1F: 3 clusters Score -473215.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -473408.187500 Penalty: 2703.828857
	Iteration 2F: 3 clusters Score -473408.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -473524.750000 Penalty: 2703.828857
	Iteration 3F: 3 clusters Score -473524.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -473641.468750 Penalty: 2703.828857
	Iteration 4Q: 3 clusters Score -473641.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -473747.593750 Penalty: 2703.828857
	Iteration 5Q: 3 clusters Score -473747.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -473852.968750 Penalty: 2703.828857
	Iteration 6Q: 3 clusters Score -473853 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -473948.406250 Penalty: 2703.828857
	Iteration 7Q: 3 clusters Score -473948.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -474031.968750 Penalty: 2703.828857
	Iteration 8Q: 3 clusters Score -474032 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -474092.531250 Penalty: 2703.828857
	Iteration 9Q: 3 clusters Score -474092.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -474155.156250 Penalty: 2703.828857
	Iteration 10Q: 3 clusters Score -474155.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -474218.531250 Penalty: 2703.828857
	Iteration 11Q: 3 clusters Score -474218.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -474267.062500 Penalty: 2703.828857
	Iteration 12Q: 3 clusters Score -474267.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -474316.125000 Penalty: 2703.828857
	Iteration 13Q: 3 clusters Score -474316.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -474347.218750 Penalty: 2703.828857
	Iteration 14Q: 3 clusters Score -474347.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -474369.781250 Penalty: 2703.828857
	Iteration 15Q: 3 clusters Score -474369.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -474387.125000 Penalty: 2703.828857
	Iteration 16Q: 3 clusters Score -474387.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -474401.031250 Penalty: 2703.828857
	Iteration 17Q: 3 clusters Score -474401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -474414.812500 Penalty: 2703.828857
	Iteration 18Q: 3 clusters Score -474414.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -474427.312500 Penalty: 2703.828857
	Iteration 19Q: 3 clusters Score -474427.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -474435.687500 Penalty: 2703.828857
	Iteration 20F: 3 clusters Score -474435.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -474440.250000 Penalty: 2703.828857
	Iteration 21Q: 3 clusters Score -474440.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -474445.531250 Penalty: 2703.828857
	Iteration 22Q: 3 clusters Score -474445.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -474448.312500 Penalty: 2703.828857
	Iteration 23Q: 3 clusters Score -474448.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -474451.562500 Penalty: 2703.828857
	Iteration 24Q: 3 clusters Score -474451.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -474455.562500 Penalty: 2703.828857
	Iteration 25Q: 3 clusters Score -474455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -474459.937500 Penalty: 2703.828857
	Iteration 26Q: 3 clusters Score -474459.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -474462.156250 Penalty: 2703.828857
	Iteration 27Q: 3 clusters Score -474462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -474464.343750 Penalty: 2703.828857
	Iteration 28Q: 3 clusters Score -474464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -474464.062500 Penalty: 2703.828857
	Iteration 29Q: 3 clusters Score -474464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -474464.593750 Penalty: 2703.828857
	Iteration 30Q: 3 clusters Score -474464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -474464.500000 Penalty: 2703.828857
	Iteration 31Q: 3 clusters Score -474464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -474464.500000 Penalty: 2703.828857
	Iteration 32F: 3 clusters Score -474464.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -467085.468750 Penalty: 1348.148315
	Iteration 0F: 2 clusters Score -467085.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -463693.781250 Penalty: 2696.296631
	Iteration 0F: 3 clusters Score -463693.8 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -464569.125000 Penalty: 2696.296631
	Iteration 1F: 3 clusters Score -464569.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -464721.937500 Penalty: 2696.296631
	Iteration 2F: 3 clusters Score -464721.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -464824.750000 Penalty: 2696.296631
	Iteration 3Q: 3 clusters Score -464824.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -464908.312500 Penalty: 2696.296631
	Iteration 4Q: 3 clusters Score -464908.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -464979.843750 Penalty: 2696.296631
	Iteration 5Q: 3 clusters Score -464979.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -465060.937500 Penalty: 2696.296631
	Iteration 6Q: 3 clusters Score -465060.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -465140.343750 Penalty: 2696.296631
	Iteration 7Q: 3 clusters Score -465140.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -465219.468750 Penalty: 2696.296631
	Iteration 8Q: 3 clusters Score -465219.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -465314.343750 Penalty: 2696.296631
	Iteration 9Q: 3 clusters Score -465314.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -465427.781250 Penalty: 2696.296631
	Iteration 10Q: 3 clusters Score -465427.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -465539.687500 Penalty: 2696.296631
	Iteration 11Q: 3 clusters Score -465539.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -465641.343750 Penalty: 2696.296631
	Iteration 12Q: 3 clusters Score -465641.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -465728.500000 Penalty: 2696.296631
	Iteration 13Q: 3 clusters Score -465728.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -465782.562500 Penalty: 2696.296631
	Iteration 14Q: 3 clusters Score -465782.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -465828.843750 Penalty: 2696.296631
	Iteration 15Q: 3 clusters Score -465828.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -465872.156250 Penalty: 2696.296631
	Iteration 16Q: 3 clusters Score -465872.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -465898.781250 Penalty: 2696.296631
	Iteration 17Q: 3 clusters Score -465898.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -465917.812500 Penalty: 2696.296631
	Iteration 18Q: 3 clusters Score -465917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -465931.937500 Penalty: 2696.296631
	Iteration 19Q: 3 clusters Score -465931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -465941.500000 Penalty: 2696.296631
	Iteration 20F: 3 clusters Score -465941.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -465949.375000 Penalty: 2696.296631
	Iteration 21Q: 3 clusters Score -465949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -465957.875000 Penalty: 2696.296631
	Iteration 22Q: 3 clusters Score -465957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -465963.031250 Penalty: 2696.296631
	Iteration 23Q: 3 clusters Score -465963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -465967.531250 Penalty: 2696.296631
	Iteration 24Q: 3 clusters Score -465967.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -465970.500000 Penalty: 2696.296631
	Iteration 25Q: 3 clusters Score -465970.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -465970.500000 Penalty: 2696.296631
	Iteration 26F: 3 clusters Score -465970.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Entering Unmasked Estep 
Score: -7349789.500000 Penalty: 1795.506348
	Iteration 0F: 2 clusters Score -7349790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -7307649.500000 Penalty: 3591.012695
	Iteration 0F: 3 clusters Score -7307650 nChanged 29921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -7324702.500000 Penalty: 3591.012695
	Iteration 1F: 3 clusters Score -7324702 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -7325242.500000 Penalty: 3591.012695
	Iteration 2Q: 3 clusters Score -7325242 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -7325874.000000 Penalty: 3591.012695
	Iteration 3Q: 3 clusters Score -7325874 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -7326775.500000 Penalty: 3591.012695
	Iteration 4Q: 3 clusters Score -7326776 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -7328001.000000 Penalty: 3591.012695
	Iteration 5Q: 3 clusters Score -7328001 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -7329641.500000 Penalty: 3591.012695
	Iteration 6Q: 3 clusters Score -7329642 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -7331772.000000 Penalty: 3591.012695
	Iteration 7F: 3 clusters Score -7331772 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -7334122.000000 Penalty: 3591.012695
	Iteration 8F: 3 clusters Score -7334122 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -7336629.500000 Penalty: 3591.012695
	Iteration 9F: 3 clusters Score -7336630 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -7339036.500000 Penalty: 3591.012695
	Iteration 10F: 3 clusters Score -7339036 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -7341103.500000 Penalty: 3591.012695
	Iteration 11Q: 3 clusters Score -7341104 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -7342676.000000 Penalty: 3591.012695
	Iteration 12Q: 3 clusters Score -7342676 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -7343741.500000 Penalty: 3591.012695
	Iteration 13Q: 3 clusters Score -7343742 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -7344579.000000 Penalty: 3591.012695
	Iteration 14Q: 3 clusters Score -7344579 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -7345299.500000 Penalty: 3591.012695
	Iteration 15Q: 3 clusters Score -7345300 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -7345847.000000 Penalty: 3591.012695
	Iteration 16Q: 3 clusters Score -7345847 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -7346382.500000 Penalty: 3591.012695
	Iteration 17Q: 3 clusters Score -7346382 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -7346811.500000 Penalty: 3591.012695
	Iteration 18Q: 3 clusters Score -7346812 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -7347139.000000 Penalty: 3591.012695
	Iteration 19Q: 3 clusters Score -7347139 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -7347354.500000 Penalty: 3591.012695
	Iteration 20F: 3 clusters Score -7347354 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -7347541.500000 Penalty: 3591.012695
	Iteration 21Q: 3 clusters Score -7347542 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -7347706.500000 Penalty: 3591.012695
	Iteration 22Q: 3 clusters Score -7347706 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 61658 members 
Entering Unmasked Estep 
Score: -7347842.000000 Penalty: 3591.012695
	Iteration 23Q: 3 clusters Score -7347842 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -7347907.500000 Penalty: 3591.012695
	Iteration 24Q: 3 clusters Score -7347908 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -7347974.500000 Penalty: 3591.012695
	Iteration 25Q: 3 clusters Score -7347974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -7348029.000000 Penalty: 3591.012695
	Iteration 26Q: 3 clusters Score -7348029 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -7348050.000000 Penalty: 3591.012695
	Iteration 27Q: 3 clusters Score -7348050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -7348082.000000 Penalty: 3591.012695
	Iteration 28Q: 3 clusters Score -7348082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -7348123.500000 Penalty: 3591.012695
	Iteration 29Q: 3 clusters Score -7348124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -7348155.000000 Penalty: 3591.012695
	Iteration 30Q: 3 clusters Score -7348155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -7348179.500000 Penalty: 3591.012695
	Iteration 31Q: 3 clusters Score -7348180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -7348200.500000 Penalty: 3591.012695
	Iteration 32Q: 3 clusters Score -7348200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -7348216.000000 Penalty: 3591.012695
	Iteration 33Q: 3 clusters Score -7348216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -7348224.500000 Penalty: 3591.012695
	Iteration 34Q: 3 clusters Score -7348224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -7348232.000000 Penalty: 3591.012695
	Iteration 35Q: 3 clusters Score -7348232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -7348251.000000 Penalty: 3591.012695
	Iteration 36Q: 3 clusters Score -7348251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 62423 members 
Entering Unmasked Estep 
Score: -7348254.500000 Penalty: 3591.012695
	Iteration 37Q: 3 clusters Score -7348254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -7348256.500000 Penalty: 3591.012695
	Iteration 38Q: 3 clusters Score -7348256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -7348257.000000 Penalty: 3591.012695
	Iteration 39Q: 3 clusters Score -7348257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -7348263.000000 Penalty: 3591.012695
	Iteration 40F: 3 clusters Score -7348263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -7348266.000000 Penalty: 3591.012695
	Iteration 41Q: 3 clusters Score -7348266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -7348266.500000 Penalty: 3591.012695
	Iteration 42Q: 3 clusters Score -7348266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -7348272.000000 Penalty: 3591.012695
	Iteration 43Q: 3 clusters Score -7348272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -7348275.000000 Penalty: 3591.012695
	Iteration 44Q: 3 clusters Score -7348275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -7348274.000000 Penalty: 3591.012695
	Iteration 45Q: 3 clusters Score -7348274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -7348275.000000 Penalty: 3591.012695
	Iteration 46Q: 3 clusters Score -7348275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -7348274.500000 Penalty: 3591.012695
	Iteration 47Q: 3 clusters Score -7348274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -7348274.500000 Penalty: 3591.012695
	Iteration 48F: 3 clusters Score -7348274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Entering Unmasked Estep 
Score: -1848526.000000 Penalty: 1569.544800
	Iteration 0F: 2 clusters Score -1848526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1837692.500000 Penalty: 3139.089600
	Iteration 0F: 3 clusters Score -1837692 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1841466.000000 Penalty: 3139.089600
	Iteration 1F: 3 clusters Score -1841466 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1841767.250000 Penalty: 3139.089600
	Iteration 2F: 3 clusters Score -1841767 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1842018.000000 Penalty: 3139.089600
	Iteration 3Q: 3 clusters Score -1842018 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1842264.625000 Penalty: 3139.089600
	Iteration 4Q: 3 clusters Score -1842265 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1842530.500000 Penalty: 3139.089600
	Iteration 5Q: 3 clusters Score -1842530 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1842860.375000 Penalty: 3139.089600
	Iteration 6Q: 3 clusters Score -1842860 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1843372.000000 Penalty: 3139.089600
	Iteration 7F: 3 clusters Score -1843372 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1844027.000000 Penalty: 3139.089600
	Iteration 8F: 3 clusters Score -1844027 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1844780.125000 Penalty: 3139.089600
	Iteration 9F: 3 clusters Score -1844780 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1845483.625000 Penalty: 3139.089600
	Iteration 10F: 3 clusters Score -1845484 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1845923.500000 Penalty: 3139.089600
	Iteration 11Q: 3 clusters Score -1845924 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1846129.125000 Penalty: 3139.089600
	Iteration 12Q: 3 clusters Score -1846129 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1846231.625000 Penalty: 3139.089600
	Iteration 13Q: 3 clusters Score -1846232 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1846302.750000 Penalty: 3139.089600
	Iteration 14Q: 3 clusters Score -1846303 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1846348.375000 Penalty: 3139.089600
	Iteration 15Q: 3 clusters Score -1846348 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1846386.500000 Penalty: 3139.089600
	Iteration 16Q: 3 clusters Score -1846386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1846409.000000 Penalty: 3139.089600
	Iteration 17Q: 3 clusters Score -1846409 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1846431.125000 Penalty: 3139.089600
	Iteration 18Q: 3 clusters Score -1846431 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1846456.125000 Penalty: 3139.089600
	Iteration 19Q: 3 clusters Score -1846456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1846469.375000 Penalty: 3139.089600
	Iteration 20F: 3 clusters Score -1846469 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1846497.125000 Penalty: 3139.089600
	Iteration 21Q: 3 clusters Score -1846497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1846518.875000 Penalty: 3139.089600
	Iteration 22Q: 3 clusters Score -1846519 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1846535.875000 Penalty: 3139.089600
	Iteration 23Q: 3 clusters Score -1846536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1846540.125000 Penalty: 3139.089600
	Iteration 24Q: 3 clusters Score -1846540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1846548.500000 Penalty: 3139.089600
	Iteration 25Q: 3 clusters Score -1846548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1846559.375000 Penalty: 3139.089600
	Iteration 26Q: 3 clusters Score -1846559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1846566.125000 Penalty: 3139.089600
	Iteration 27Q: 3 clusters Score -1846566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1846571.500000 Penalty: 3139.089600
	Iteration 28Q: 3 clusters Score -1846572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1846576.625000 Penalty: 3139.089600
	Iteration 29Q: 3 clusters Score -1846577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1846581.625000 Penalty: 3139.089600
	Iteration 30Q: 3 clusters Score -1846582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1846590.125000 Penalty: 3139.089600
	Iteration 31Q: 3 clusters Score -1846590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1846592.750000 Penalty: 3139.089600
	Iteration 32Q: 3 clusters Score -1846593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1846601.375000 Penalty: 3139.089600
	Iteration 33Q: 3 clusters Score -1846601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1846601.625000 Penalty: 3139.089600
	Iteration 34Q: 3 clusters Score -1846602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1846604.625000 Penalty: 3139.089600
	Iteration 35Q: 3 clusters Score -1846605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1846607.875000 Penalty: 3139.089600
	Iteration 36Q: 3 clusters Score -1846608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1846609.750000 Penalty: 3139.089600
	Iteration 37Q: 3 clusters Score -1846610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1846607.750000 Penalty: 3139.089600
	Iteration 38Q: 3 clusters Score -1846608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1846609.375000 Penalty: 3139.089600
	Iteration 39Q: 3 clusters Score -1846609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1846616.000000 Penalty: 3139.089600
	Iteration 40F: 3 clusters Score -1846616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1846613.875000 Penalty: 3139.089600
	Iteration 41Q: 3 clusters Score -1846614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1846614.625000 Penalty: 3139.089600
	Iteration 42Q: 3 clusters Score -1846615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1846616.625000 Penalty: 3139.089600
	Iteration 43Q: 3 clusters Score -1846617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1846613.750000 Penalty: 3139.089600
	Iteration 44Q: 3 clusters Score -1846614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1846610.375000 Penalty: 3139.089600
	Iteration 45Q: 3 clusters Score -1846610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1846613.125000 Penalty: 3139.089600
	Iteration 46Q: 3 clusters Score -1846613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1846613.625000 Penalty: 3139.089600
	Iteration 47Q: 3 clusters Score -1846614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1846613.875000 Penalty: 3139.089600
	Iteration 48Q: 3 clusters Score -1846614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1846613.875000 Penalty: 3139.089600
	Iteration 49F: 3 clusters Score -1846614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Entering Unmasked Estep 
Score: -359789.406250 Penalty: 1307.147461
	Iteration 0F: 2 clusters Score -359789.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -356999.500000 Penalty: 2614.294922
	Iteration 0F: 3 clusters Score -356999.5 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -357643.093750 Penalty: 2614.294922
	Iteration 1F: 3 clusters Score -357643.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -357756.375000 Penalty: 2614.294922
	Iteration 2F: 3 clusters Score -357756.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -357819.468750 Penalty: 2614.294922
	Iteration 3Q: 3 clusters Score -357819.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -357862.625000 Penalty: 2614.294922
	Iteration 4Q: 3 clusters Score -357862.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -357893.843750 Penalty: 2614.294922
	Iteration 5Q: 3 clusters Score -357893.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -357922.312500 Penalty: 2614.294922
	Iteration 6Q: 3 clusters Score -357922.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -357946.468750 Penalty: 2614.294922
	Iteration 7Q: 3 clusters Score -357946.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -357969.343750 Penalty: 2614.294922
	Iteration 8Q: 3 clusters Score -357969.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -357994.500000 Penalty: 2614.294922
	Iteration 9Q: 3 clusters Score -357994.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -358015.375000 Penalty: 2614.294922
	Iteration 10Q: 3 clusters Score -358015.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -358025.906250 Penalty: 2614.294922
	Iteration 11Q: 3 clusters Score -358025.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -358033.625000 Penalty: 2614.294922
	Iteration 12Q: 3 clusters Score -358033.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -358039.718750 Penalty: 2614.294922
	Iteration 13Q: 3 clusters Score -358039.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -358046.406250 Penalty: 2614.294922
	Iteration 14Q: 3 clusters Score -358046.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -358053.593750 Penalty: 2614.294922
	Iteration 15Q: 3 clusters Score -358053.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -358057.500000 Penalty: 2614.294922
	Iteration 16Q: 3 clusters Score -358057.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -358061.687500 Penalty: 2614.294922
	Iteration 17Q: 3 clusters Score -358061.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -358067.968750 Penalty: 2614.294922
	Iteration 18Q: 3 clusters Score -358068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -358073.812500 Penalty: 2614.294922
	Iteration 19Q: 3 clusters Score -358073.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -358079.687500 Penalty: 2614.294922
	Iteration 20F: 3 clusters Score -358079.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -358086.562500 Penalty: 2614.294922
	Iteration 21Q: 3 clusters Score -358086.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -358092.281250 Penalty: 2614.294922
	Iteration 22Q: 3 clusters Score -358092.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -358097.218750 Penalty: 2614.294922
	Iteration 23Q: 3 clusters Score -358097.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -358102.375000 Penalty: 2614.294922
	Iteration 24Q: 3 clusters Score -358102.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -358108.843750 Penalty: 2614.294922
	Iteration 25Q: 3 clusters Score -358108.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -358111.687500 Penalty: 2614.294922
	Iteration 26Q: 3 clusters Score -358111.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -358116.281250 Penalty: 2614.294922
	Iteration 27Q: 3 clusters Score -358116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -358117.531250 Penalty: 2614.294922
	Iteration 28Q: 3 clusters Score -358117.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -358120.625000 Penalty: 2614.294922
	Iteration 29Q: 3 clusters Score -358120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -358124.312500 Penalty: 2614.294922
	Iteration 30Q: 3 clusters Score -358124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -358127.031250 Penalty: 2614.294922
	Iteration 31Q: 3 clusters Score -358127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -358129.531250 Penalty: 2614.294922
	Iteration 32Q: 3 clusters Score -358129.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -358133.875000 Penalty: 2614.294922
	Iteration 33Q: 3 clusters Score -358133.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -358137.843750 Penalty: 2614.294922
	Iteration 34Q: 3 clusters Score -358137.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -358141.781250 Penalty: 2614.294922
	Iteration 35Q: 3 clusters Score -358141.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -358144.000000 Penalty: 2614.294922
	Iteration 36Q: 3 clusters Score -358144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -358146.718750 Penalty: 2614.294922
	Iteration 37Q: 3 clusters Score -358146.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -358150.593750 Penalty: 2614.294922
	Iteration 38Q: 3 clusters Score -358150.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -358156.437500 Penalty: 2614.294922
	Iteration 39Q: 3 clusters Score -358156.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -358162.093750 Penalty: 2614.294922
	Iteration 40F: 3 clusters Score -358162.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -358171.906250 Penalty: 2614.294922
	Iteration 41Q: 3 clusters Score -358171.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -358181.281250 Penalty: 2614.294922
	Iteration 42Q: 3 clusters Score -358181.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -358190.875000 Penalty: 2614.294922
	Iteration 43Q: 3 clusters Score -358190.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -358201.312500 Penalty: 2614.294922
	Iteration 44Q: 3 clusters Score -358201.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -358213.031250 Penalty: 2614.294922
	Iteration 45Q: 3 clusters Score -358213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -358220.156250 Penalty: 2614.294922
	Iteration 46Q: 3 clusters Score -358220.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -358227.906250 Penalty: 2614.294922
	Iteration 47Q: 3 clusters Score -358227.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -358238.250000 Penalty: 2614.294922
	Iteration 48Q: 3 clusters Score -358238.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -358257.312500 Penalty: 2614.294922
	Iteration 49Q: 3 clusters Score -358257.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -358286.218750 Penalty: 2614.294922
	Iteration 50Q: 3 clusters Score -358286.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -358312.375000 Penalty: 2614.294922
	Iteration 51Q: 3 clusters Score -358312.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -358330.343750 Penalty: 2614.294922
	Iteration 52Q: 3 clusters Score -358330.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -358352.343750 Penalty: 2614.294922
	Iteration 53Q: 3 clusters Score -358352.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -358383.718750 Penalty: 2614.294922
	Iteration 54Q: 3 clusters Score -358383.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -358410.843750 Penalty: 2614.294922
	Iteration 55Q: 3 clusters Score -358410.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -358436.750000 Penalty: 2614.294922
	Iteration 56Q: 3 clusters Score -358436.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -358475.062500 Penalty: 2614.294922
	Iteration 57Q: 3 clusters Score -358475.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -358517.093750 Penalty: 2614.294922
	Iteration 58Q: 3 clusters Score -358517.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -358548.906250 Penalty: 2614.294922
	Iteration 59Q: 3 clusters Score -358548.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -358584.562500 Penalty: 2614.294922
	Iteration 60F: 3 clusters Score -358584.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -358620.531250 Penalty: 2614.294922
	Iteration 61Q: 3 clusters Score -358620.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -358638.031250 Penalty: 2614.294922
	Iteration 62Q: 3 clusters Score -358638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -358649.875000 Penalty: 2614.294922
	Iteration 63Q: 3 clusters Score -358649.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -358662.687500 Penalty: 2614.294922
	Iteration 64Q: 3 clusters Score -358662.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -358678.468750 Penalty: 2614.294922
	Iteration 65Q: 3 clusters Score -358678.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -358702.343750 Penalty: 2614.294922
	Iteration 66Q: 3 clusters Score -358702.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -358718.781250 Penalty: 2614.294922
	Iteration 67Q: 3 clusters Score -358718.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -358739.375000 Penalty: 2614.294922
	Iteration 68Q: 3 clusters Score -358739.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -358757.843750 Penalty: 2614.294922
	Iteration 69Q: 3 clusters Score -358757.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -358772.531250 Penalty: 2614.294922
	Iteration 70Q: 3 clusters Score -358772.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -358786.343750 Penalty: 2614.294922
	Iteration 71Q: 3 clusters Score -358786.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -358793.781250 Penalty: 2614.294922
	Iteration 72Q: 3 clusters Score -358793.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -358798.187500 Penalty: 2614.294922
	Iteration 73Q: 3 clusters Score -358798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -358799.531250 Penalty: 2614.294922
	Iteration 74Q: 3 clusters Score -358799.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -358801.687500 Penalty: 2614.294922
	Iteration 75Q: 3 clusters Score -358801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -358802.562500 Penalty: 2614.294922
	Iteration 76Q: 3 clusters Score -358802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -358802.781250 Penalty: 2614.294922
	Iteration 77Q: 3 clusters Score -358802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -358802.781250 Penalty: 2614.294922
	Iteration 78F: 3 clusters Score -358802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -273415.593750 Penalty: 1272.702271
	Iteration 0F: 2 clusters Score -273415.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -271149.125000 Penalty: 2545.404541
	Iteration 0F: 3 clusters Score -271149.1 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -271883.312500 Penalty: 2545.404541
	Iteration 1F: 3 clusters Score -271883.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -272146.062500 Penalty: 2545.404541
	Iteration 2F: 3 clusters Score -272146.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -272352.125000 Penalty: 2545.404541
	Iteration 3F: 3 clusters Score -272352.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -272600.812500 Penalty: 2545.404541
	Iteration 4F: 3 clusters Score -272600.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -272967.593750 Penalty: 2545.404541
	Iteration 5F: 3 clusters Score -272967.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -273429.625000 Penalty: 2545.404541
	Iteration 6F: 3 clusters Score -273429.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -273885.937500 Penalty: 2545.404541
	Iteration 7F: 3 clusters Score -273885.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -274100.656250 Penalty: 2545.404541
	Iteration 8F: 3 clusters Score -274100.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -274165.968750 Penalty: 2545.404541
	Iteration 9Q: 3 clusters Score -274166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -274186.375000 Penalty: 2545.404541
	Iteration 10Q: 3 clusters Score -274186.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -274193.312500 Penalty: 2545.404541
	Iteration 11Q: 3 clusters Score -274193.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -274195.875000 Penalty: 2545.404541
	Iteration 12Q: 3 clusters Score -274195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -274197.937500 Penalty: 2545.404541
	Iteration 13Q: 3 clusters Score -274197.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -274199.218750 Penalty: 2545.404541
	Iteration 14Q: 3 clusters Score -274199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -274199.218750 Penalty: 2545.404541
	Iteration 15F: 3 clusters Score -274199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5220 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 28858 members 
Mstep: Class 7 contains 13839 members 
Mstep: Class 8 contains 84492 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 71963 members 
Mstep: Class 13 contains 111173 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 74894 members 
Mstep: Class 16 contains 94 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 136816 members 
Mstep: Class 19 contains 4103 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 21 contains 62898 members 
Mstep: Class 22 contains 15658 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 417 members 
Mstep: Class 25 contains 18127 members 
Mstep: Class 26 contains 14066 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 31842 members 
Mstep: Class 29 contains 1012 members 
Mstep: Class 30 contains 216 members 
Mstep: Class 31 contains 973 members 
Mstep: Class 32 contains 9645 members 
Mstep: Class 33 contains 2103 members 
Entering Unmasked Estep 
Score: -86202560.000000 Penalty: 72609.664062
Splitting cluster 24 changes total score from -86202752.000000 to -86202560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (18127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Entering Unmasked Estep 
Score: -1979013.625000 Penalty: 1593.338135
	Iteration 0F: 2 clusters Score -1979014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1966645.500000 Penalty: 3186.676270
	Iteration 0F: 3 clusters Score -1966646 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1971147.750000 Penalty: 3186.676270
	Iteration 1F: 3 clusters Score -1971148 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1971596.750000 Penalty: 3186.676270
	Iteration 2F: 3 clusters Score -1971597 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1972108.375000 Penalty: 3186.676270
	Iteration 3F: 3 clusters Score -1972108 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1972666.250000 Penalty: 3186.676270
	Iteration 4F: 3 clusters Score -1972666 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1973421.625000 Penalty: 3186.676270
	Iteration 5F: 3 clusters Score -1973422 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1974315.500000 Penalty: 3186.676270
	Iteration 6F: 3 clusters Score -1974316 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1975223.750000 Penalty: 3186.676270
	Iteration 7F: 3 clusters Score -1975224 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1976043.000000 Penalty: 3186.676270
	Iteration 8F: 3 clusters Score -1976043 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1976746.000000 Penalty: 3186.676270
	Iteration 9Q: 3 clusters Score -1976746 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1977297.625000 Penalty: 3186.676270
	Iteration 10Q: 3 clusters Score -1977298 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1977579.625000 Penalty: 3186.676270
	Iteration 11Q: 3 clusters Score -1977580 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1977685.000000 Penalty: 3186.676270
	Iteration 12Q: 3 clusters Score -1977685 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1977728.375000 Penalty: 3186.676270
	Iteration 13Q: 3 clusters Score -1977728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1977752.250000 Penalty: 3186.676270
	Iteration 14Q: 3 clusters Score -1977752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1977769.250000 Penalty: 3186.676270
	Iteration 15Q: 3 clusters Score -1977769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1977782.625000 Penalty: 3186.676270
	Iteration 16Q: 3 clusters Score -1977783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1977794.250000 Penalty: 3186.676270
	Iteration 17Q: 3 clusters Score -1977794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1977801.875000 Penalty: 3186.676270
	Iteration 18Q: 3 clusters Score -1977802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1977810.875000 Penalty: 3186.676270
	Iteration 19Q: 3 clusters Score -1977811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1977820.750000 Penalty: 3186.676270
	Iteration 20F: 3 clusters Score -1977821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1977828.750000 Penalty: 3186.676270
	Iteration 21Q: 3 clusters Score -1977829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1977836.875000 Penalty: 3186.676270
	Iteration 22Q: 3 clusters Score -1977837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1977837.875000 Penalty: 3186.676270
	Iteration 23Q: 3 clusters Score -1977838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1977842.250000 Penalty: 3186.676270
	Iteration 24Q: 3 clusters Score -1977842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1977844.875000 Penalty: 3186.676270
	Iteration 25Q: 3 clusters Score -1977845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1977849.875000 Penalty: 3186.676270
	Iteration 26Q: 3 clusters Score -1977850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1977855.000000 Penalty: 3186.676270
	Iteration 27Q: 3 clusters Score -1977855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1977853.500000 Penalty: 3186.676270
	Iteration 28Q: 3 clusters Score -1977854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1977851.000000 Penalty: 3186.676270
	Iteration 29Q: 3 clusters Score -1977851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1977851.625000 Penalty: 3186.676270
	Iteration 30Q: 3 clusters Score -1977852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1977849.000000 Penalty: 3186.676270
	Iteration 31Q: 3 clusters Score -1977849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1977849.000000 Penalty: 3186.676270
	Iteration 32F: 3 clusters Score -1977849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Entering Unmasked Estep 
Score: -1604578.875000 Penalty: 1552.121338
	Iteration 0F: 2 clusters Score -1604579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1594816.125000 Penalty: 3104.242676
	Iteration 0F: 3 clusters Score -1594816 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1598168.625000 Penalty: 3104.242676
	Iteration 1F: 3 clusters Score -1598169 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1598439.125000 Penalty: 3104.242676
	Iteration 2Q: 3 clusters Score -1598439 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1598690.250000 Penalty: 3104.242676
	Iteration 3Q: 3 clusters Score -1598690 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1598991.375000 Penalty: 3104.242676
	Iteration 4Q: 3 clusters Score -1598991 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1599375.875000 Penalty: 3104.242676
	Iteration 5Q: 3 clusters Score -1599376 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1599893.125000 Penalty: 3104.242676
	Iteration 6F: 3 clusters Score -1599893 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1600477.500000 Penalty: 3104.242676
	Iteration 7F: 3 clusters Score -1600478 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1601036.750000 Penalty: 3104.242676
	Iteration 8Q: 3 clusters Score -1601037 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1601583.125000 Penalty: 3104.242676
	Iteration 9Q: 3 clusters Score -1601583 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1602007.375000 Penalty: 3104.242676
	Iteration 10Q: 3 clusters Score -1602007 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1602334.750000 Penalty: 3104.242676
	Iteration 11Q: 3 clusters Score -1602335 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1602554.000000 Penalty: 3104.242676
	Iteration 12Q: 3 clusters Score -1602554 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1602717.500000 Penalty: 3104.242676
	Iteration 13Q: 3 clusters Score -1602718 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1602829.250000 Penalty: 3104.242676
	Iteration 14Q: 3 clusters Score -1602829 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1602916.500000 Penalty: 3104.242676
	Iteration 15Q: 3 clusters Score -1602916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1602992.125000 Penalty: 3104.242676
	Iteration 16Q: 3 clusters Score -1602992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1603054.250000 Penalty: 3104.242676
	Iteration 17Q: 3 clusters Score -1603054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1603100.375000 Penalty: 3104.242676
	Iteration 18Q: 3 clusters Score -1603100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1603136.625000 Penalty: 3104.242676
	Iteration 19Q: 3 clusters Score -1603137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1603166.375000 Penalty: 3104.242676
	Iteration 20F: 3 clusters Score -1603166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1603191.625000 Penalty: 3104.242676
	Iteration 21Q: 3 clusters Score -1603192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1603209.875000 Penalty: 3104.242676
	Iteration 22Q: 3 clusters Score -1603210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1603221.000000 Penalty: 3104.242676
	Iteration 23Q: 3 clusters Score -1603221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1603227.750000 Penalty: 3104.242676
	Iteration 24Q: 3 clusters Score -1603228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1603234.000000 Penalty: 3104.242676
	Iteration 25Q: 3 clusters Score -1603234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1603243.875000 Penalty: 3104.242676
	Iteration 26Q: 3 clusters Score -1603244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1603248.125000 Penalty: 3104.242676
	Iteration 27Q: 3 clusters Score -1603248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1603254.750000 Penalty: 3104.242676
	Iteration 28Q: 3 clusters Score -1603255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1603259.500000 Penalty: 3104.242676
	Iteration 29Q: 3 clusters Score -1603260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1603260.125000 Penalty: 3104.242676
	Iteration 30Q: 3 clusters Score -1603260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1603260.375000 Penalty: 3104.242676
	Iteration 31Q: 3 clusters Score -1603260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1603260.375000 Penalty: 3104.242676
	Iteration 32F: 3 clusters Score -1603260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -102550.968750 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -102551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101157.742188 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -101157.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -101383.117188 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -101383.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101442.351562 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -101442.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101464.820312 Penalty: 2211.499756
	Iteration 3Q: 3 clusters Score -101464.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101478.226562 Penalty: 2211.499756
	Iteration 4Q: 3 clusters Score -101478.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101489.781250 Penalty: 2211.499756
	Iteration 5Q: 3 clusters Score -101489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101500.164062 Penalty: 2211.499756
	Iteration 6Q: 3 clusters Score -101500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101505.640625 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -101505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101508.976562 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -101509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101513.351562 Penalty: 2211.499756
	Iteration 9Q: 3 clusters Score -101513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101514.070312 Penalty: 2211.499756
	Iteration 10Q: 3 clusters Score -101514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101515.710938 Penalty: 2211.499756
	Iteration 11Q: 3 clusters Score -101515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101515.710938 Penalty: 2211.499756
	Iteration 12F: 3 clusters Score -101515.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (31842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Entering Unmasked Estep 
Score: -3717290.750000 Penalty: 1684.888062
	Iteration 0F: 2 clusters Score -3717291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3695861.750000 Penalty: 3369.776123
	Iteration 0F: 3 clusters Score -3695862 nChanged 14704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3703989.750000 Penalty: 3369.776123
	Iteration 1F: 3 clusters Score -3703990 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3704326.500000 Penalty: 3369.776123
	Iteration 2Q: 3 clusters Score -3704326 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3704688.500000 Penalty: 3369.776123
	Iteration 3Q: 3 clusters Score -3704688 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3705092.000000 Penalty: 3369.776123
	Iteration 4Q: 3 clusters Score -3705092 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3705586.750000 Penalty: 3369.776123
	Iteration 5Q: 3 clusters Score -3705587 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -3706299.000000 Penalty: 3369.776123
	Iteration 6Q: 3 clusters Score -3706299 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3707415.000000 Penalty: 3369.776123
	Iteration 7F: 3 clusters Score -3707415 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3709111.250000 Penalty: 3369.776123
	Iteration 8F: 3 clusters Score -3709111 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3711334.500000 Penalty: 3369.776123
	Iteration 9F: 3 clusters Score -3711334 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3713437.500000 Penalty: 3369.776123
	Iteration 10F: 3 clusters Score -3713438 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3714734.750000 Penalty: 3369.776123
	Iteration 11Q: 3 clusters Score -3714735 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3715371.000000 Penalty: 3369.776123
	Iteration 12Q: 3 clusters Score -3715371 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3715665.250000 Penalty: 3369.776123
	Iteration 13Q: 3 clusters Score -3715665 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3715798.750000 Penalty: 3369.776123
	Iteration 14Q: 3 clusters Score -3715799 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3715858.500000 Penalty: 3369.776123
	Iteration 15Q: 3 clusters Score -3715858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3715895.750000 Penalty: 3369.776123
	Iteration 16Q: 3 clusters Score -3715896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3715907.250000 Penalty: 3369.776123
	Iteration 17Q: 3 clusters Score -3715907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3715926.250000 Penalty: 3369.776123
	Iteration 18Q: 3 clusters Score -3715926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3715931.000000 Penalty: 3369.776123
	Iteration 19Q: 3 clusters Score -3715931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3715933.000000 Penalty: 3369.776123
	Iteration 20F: 3 clusters Score -3715933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3715935.750000 Penalty: 3369.776123
	Iteration 21Q: 3 clusters Score -3715936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3715941.250000 Penalty: 3369.776123
	Iteration 22Q: 3 clusters Score -3715941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3715941.250000 Penalty: 3369.776123
	Iteration 23Q: 3 clusters Score -3715941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3715939.250000 Penalty: 3369.776123
	Iteration 24Q: 3 clusters Score -3715939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3715939.250000 Penalty: 3369.776123
	Iteration 25F: 3 clusters Score -3715939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5220 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 28858 members 
Mstep: Class 7 contains 13839 members 
Mstep: Class 8 contains 84492 members 
Mstep: Class 9 contains 19041 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 360 members 
Mstep: Class 12 contains 71963 members 
Mstep: Class 13 contains 111173 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 74894 members 
Mstep: Class 16 contains 94 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 136816 members 
Mstep: Class 19 contains 4103 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 21 contains 62898 members 
Mstep: Class 22 contains 15658 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 2520 members 
Mstep: Class 25 contains 18127 members 
Mstep: Class 26 contains 14066 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 31842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204568.000000 Penalty: 70409.367188
Iteration 79Q: 33 clusters Score -8.620457e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 4533 members 
Mstep: Class 4 contains 14594 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 28793 members 
Mstep: Class 7 contains 13804 members 
Mstep: Class 8 contains 85182 members 
Mstep: Class 9 contains 19129 members 
Mstep: Class 10 contains 2924 members 
Mstep: Class 11 contains 401 members 
Mstep: Class 12 contains 72083 members 
Mstep: Class 13 contains 110948 members 
Mstep: Class 14 contains 14027 members 
Mstep: Class 15 contains 76391 members 
Mstep: Class 16 contains 93 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 136511 members 
Mstep: Class 19 contains 4102 members 
Mstep: Class 20 contains 4000 members 
Mstep: Class 21 contains 61163 members 
Mstep: Class 22 contains 15558 members 
Mstep: Class 23 contains 3104 members 
Mstep: Class 24 contains 2517 members 
Mstep: Class 25 contains 17893 members 
Mstep: Class 26 contains 14434 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 31584 members 
Mstep: Class 29 contains 1037 members 
Mstep: Class 30 contains 188 members 
Mstep: Class 31 contains 971 members 
Mstep: Class 32 contains 9496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207392.000000 Penalty: 70409.367188
Iteration 80F: 33 clusters Score -8.620739e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 4503 members 
Mstep: Class 4 contains 14834 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 28746 members 
Mstep: Class 7 contains 13780 members 
Mstep: Class 8 contains 85904 members 
Mstep: Class 9 contains 19146 members 
Mstep: Class 10 contains 2913 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 72216 members 
Mstep: Class 13 contains 110673 members 
Mstep: Class 14 contains 13971 members 
Mstep: Class 15 contains 77928 members 
Mstep: Class 16 contains 123 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 136126 members 
Mstep: Class 19 contains 4111 members 
Mstep: Class 20 contains 3991 members 
Mstep: Class 21 contains 59524 members 
Mstep: Class 22 contains 15441 members 
Mstep: Class 23 contains 3086 members 
Mstep: Class 24 contains 2514 members 
Mstep: Class 25 contains 17526 members 
Mstep: Class 26 contains 14825 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 31345 members 
Mstep: Class 29 contains 1065 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1076 members 
Mstep: Class 32 contains 9541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209280.000000 Penalty: 70409.367188
Iteration 81Q: 33 clusters Score -8.620928e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 14994 members 
Mstep: Class 5 contains 3623 members 
Mstep: Class 6 contains 28681 members 
Mstep: Class 7 contains 13749 members 
Mstep: Class 8 contains 86696 members 
Mstep: Class 9 contains 19173 members 
Mstep: Class 10 contains 2897 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 72361 members 
Mstep: Class 13 contains 110374 members 
Mstep: Class 14 contains 13929 members 
Mstep: Class 15 contains 79536 members 
Mstep: Class 16 contains 115 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 135751 members 
Mstep: Class 19 contains 4112 members 
Mstep: Class 20 contains 3991 members 
Mstep: Class 21 contains 57801 members 
Mstep: Class 22 contains 15337 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 2518 members 
Mstep: Class 25 contains 17232 members 
Mstep: Class 26 contains 15202 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 31110 members 
Mstep: Class 29 contains 1102 members 
Mstep: Class 30 contains 185 members 
Mstep: Class 31 contains 1137 members 
Mstep: Class 32 contains 9532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210064.000000 Penalty: 70409.367188
Iteration 82Q: 33 clusters Score -8.621006e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 15129 members 
Mstep: Class 5 contains 3624 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 13713 members 
Mstep: Class 8 contains 87564 members 
Mstep: Class 9 contains 19211 members 
Mstep: Class 10 contains 2883 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 72511 members 
Mstep: Class 13 contains 110107 members 
Mstep: Class 14 contains 13869 members 
Mstep: Class 15 contains 81189 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 135388 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 3994 members 
Mstep: Class 21 contains 55954 members 
Mstep: Class 22 contains 15218 members 
Mstep: Class 23 contains 3067 members 
Mstep: Class 24 contains 2517 members 
Mstep: Class 25 contains 16993 members 
Mstep: Class 26 contains 15541 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 30891 members 
Mstep: Class 29 contains 1147 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1170 members 
Mstep: Class 32 contains 9518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210352.000000 Penalty: 70409.367188
Iteration 83Q: 33 clusters Score -8.621035e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 15254 members 
Mstep: Class 5 contains 3619 members 
Mstep: Class 6 contains 28545 members 
Mstep: Class 7 contains 13669 members 
Mstep: Class 8 contains 88452 members 
Mstep: Class 9 contains 19275 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 72634 members 
Mstep: Class 13 contains 109811 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 82869 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 134975 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 3995 members 
Mstep: Class 21 contains 54078 members 
Mstep: Class 22 contains 15118 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 2530 members 
Mstep: Class 25 contains 16778 members 
Mstep: Class 26 contains 15894 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 30683 members 
Mstep: Class 29 contains 1188 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1180 members 
Mstep: Class 32 contains 9507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210984.000000 Penalty: 70409.367188
Iteration 84Q: 33 clusters Score -8.621098e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 15342 members 
Mstep: Class 5 contains 3619 members 
Mstep: Class 6 contains 28482 members 
Mstep: Class 7 contains 13629 members 
Mstep: Class 8 contains 89470 members 
Mstep: Class 9 contains 19301 members 
Mstep: Class 10 contains 2852 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 72768 members 
Mstep: Class 13 contains 109503 members 
Mstep: Class 14 contains 13766 members 
Mstep: Class 15 contains 84442 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 134569 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 3997 members 
Mstep: Class 21 contains 52227 members 
Mstep: Class 22 contains 15036 members 
Mstep: Class 23 contains 3048 members 
Mstep: Class 24 contains 2535 members 
Mstep: Class 25 contains 16590 members 
Mstep: Class 26 contains 16211 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 30494 members 
Mstep: Class 29 contains 1227 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1184 members 
Mstep: Class 32 contains 9500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211000.000000 Penalty: 70409.367188
Iteration 85Q: 33 clusters Score -8.6211e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5163 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 15414 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 28418 members 
Mstep: Class 7 contains 13602 members 
Mstep: Class 8 contains 90553 members 
Mstep: Class 9 contains 19342 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 72838 members 
Mstep: Class 13 contains 109133 members 
Mstep: Class 14 contains 13729 members 
Mstep: Class 15 contains 85870 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 134188 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 50556 members 
Mstep: Class 22 contains 14948 members 
Mstep: Class 23 contains 3037 members 
Mstep: Class 24 contains 2536 members 
Mstep: Class 25 contains 16376 members 
Mstep: Class 26 contains 16552 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 30323 members 
Mstep: Class 29 contains 1256 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211432.000000 Penalty: 70409.367188
Iteration 86Q: 33 clusters Score -8.621143e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 15459 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 28345 members 
Mstep: Class 7 contains 13580 members 
Mstep: Class 8 contains 91675 members 
Mstep: Class 9 contains 19367 members 
Mstep: Class 10 contains 2825 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 72894 members 
Mstep: Class 13 contains 108719 members 
Mstep: Class 14 contains 13701 members 
Mstep: Class 15 contains 87234 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 133784 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 48983 members 
Mstep: Class 22 contains 14860 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 16170 members 
Mstep: Class 26 contains 16897 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 30170 members 
Mstep: Class 29 contains 1295 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 9471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211640.000000 Penalty: 70409.367188
Iteration 87Q: 33 clusters Score -8.621164e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 15498 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 28285 members 
Mstep: Class 7 contains 13558 members 
Mstep: Class 8 contains 92787 members 
Mstep: Class 9 contains 19374 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 72935 members 
Mstep: Class 13 contains 108319 members 
Mstep: Class 14 contains 13651 members 
Mstep: Class 15 contains 88582 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 133366 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 47459 members 
Mstep: Class 22 contains 14773 members 
Mstep: Class 23 contains 3019 members 
Mstep: Class 24 contains 2546 members 
Mstep: Class 25 contains 15987 members 
Mstep: Class 26 contains 17232 members 
Mstep: Class 27 contains 905 members 
Mstep: Class 28 contains 30019 members 
Mstep: Class 29 contains 1345 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212328.000000 Penalty: 70409.367188
Iteration 88Q: 33 clusters Score -8.621233e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 4486 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 28235 members 
Mstep: Class 7 contains 13539 members 
Mstep: Class 8 contains 93905 members 
Mstep: Class 9 contains 19371 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 72939 members 
Mstep: Class 13 contains 107878 members 
Mstep: Class 14 contains 13594 members 
Mstep: Class 15 contains 89887 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 132950 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 3997 members 
Mstep: Class 21 contains 46041 members 
Mstep: Class 22 contains 14698 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 2546 members 
Mstep: Class 25 contains 15804 members 
Mstep: Class 26 contains 17552 members 
Mstep: Class 27 contains 905 members 
Mstep: Class 28 contains 29879 members 
Mstep: Class 29 contains 1392 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212512.000000 Penalty: 70409.367188
Iteration 89Q: 33 clusters Score -8.621251e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 15535 members 
Mstep: Class 5 contains 3637 members 
Mstep: Class 6 contains 28178 members 
Mstep: Class 7 contains 13526 members 
Mstep: Class 8 contains 94980 members 
Mstep: Class 9 contains 19366 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 72927 members 
Mstep: Class 13 contains 107472 members 
Mstep: Class 14 contains 13535 members 
Mstep: Class 15 contains 91076 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 132541 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 3993 members 
Mstep: Class 21 contains 44730 members 
Mstep: Class 22 contains 14656 members 
Mstep: Class 23 contains 2996 members 
Mstep: Class 24 contains 2544 members 
Mstep: Class 25 contains 15637 members 
Mstep: Class 26 contains 17856 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 29756 members 
Mstep: Class 29 contains 1433 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1193 members 
Mstep: Class 32 contains 9453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212624.000000 Penalty: 70409.367188
Iteration 90Q: 33 clusters Score -8.621262e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 4520 members 
Mstep: Class 4 contains 15545 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 28121 members 
Mstep: Class 7 contains 13513 members 
Mstep: Class 8 contains 96005 members 
Mstep: Class 9 contains 19347 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 72857 members 
Mstep: Class 13 contains 107072 members 
Mstep: Class 14 contains 13475 members 
Mstep: Class 15 contains 92174 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 132218 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 3987 members 
Mstep: Class 21 contains 43545 members 
Mstep: Class 22 contains 14608 members 
Mstep: Class 23 contains 2988 members 
Mstep: Class 24 contains 2542 members 
Mstep: Class 25 contains 15479 members 
Mstep: Class 26 contains 18139 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 29621 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212792.000000 Penalty: 70409.367188
Iteration 91Q: 33 clusters Score -8.621279e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5090 members 
Mstep: Class 3 contains 4535 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 28079 members 
Mstep: Class 7 contains 13490 members 
Mstep: Class 8 contains 96868 members 
Mstep: Class 9 contains 19338 members 
Mstep: Class 10 contains 2802 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 72765 members 
Mstep: Class 13 contains 106666 members 
Mstep: Class 14 contains 13434 members 
Mstep: Class 15 contains 93224 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 131996 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 14551 members 
Mstep: Class 23 contains 2982 members 
Mstep: Class 24 contains 2541 members 
Mstep: Class 25 contains 15339 members 
Mstep: Class 26 contains 18381 members 
Mstep: Class 27 contains 905 members 
Mstep: Class 28 contains 29475 members 
Mstep: Class 29 contains 1502 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212832.000000 Penalty: 70409.367188
Iteration 92Q: 33 clusters Score -8.621283e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 4542 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 28045 members 
Mstep: Class 7 contains 13469 members 
Mstep: Class 8 contains 97714 members 
Mstep: Class 9 contains 19341 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 72635 members 
Mstep: Class 13 contains 106258 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 15 contains 94156 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 131796 members 
Mstep: Class 19 contains 4136 members 
Mstep: Class 20 contains 3978 members 
Mstep: Class 21 contains 41654 members 
Mstep: Class 22 contains 14516 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 15198 members 
Mstep: Class 26 contains 18624 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 29343 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212712.000000 Penalty: 70409.367188
Iteration 93Q: 33 clusters Score -8.621271e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 28016 members 
Mstep: Class 7 contains 13452 members 
Mstep: Class 8 contains 98486 members 
Mstep: Class 9 contains 19334 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 72515 members 
Mstep: Class 13 contains 105893 members 
Mstep: Class 14 contains 13328 members 
Mstep: Class 15 contains 95059 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 131656 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 3974 members 
Mstep: Class 21 contains 40798 members 
Mstep: Class 22 contains 14480 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 2543 members 
Mstep: Class 25 contains 15052 members 
Mstep: Class 26 contains 18865 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 29199 members 
Mstep: Class 29 contains 1531 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1193 members 
Mstep: Class 32 contains 9457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212760.000000 Penalty: 70409.367188
Iteration 94Q: 33 clusters Score -8.621276e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 15613 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 27993 members 
Mstep: Class 7 contains 13445 members 
Mstep: Class 8 contains 99116 members 
Mstep: Class 9 contains 19322 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 72397 members 
Mstep: Class 13 contains 105574 members 
Mstep: Class 14 contains 13284 members 
Mstep: Class 15 contains 95881 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 131506 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 3966 members 
Mstep: Class 21 contains 40036 members 
Mstep: Class 22 contains 14467 members 
Mstep: Class 23 contains 2966 members 
Mstep: Class 24 contains 2550 members 
Mstep: Class 25 contains 14917 members 
Mstep: Class 26 contains 19096 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 29077 members 
Mstep: Class 29 contains 1538 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212792.000000 Penalty: 70409.367188
Iteration 95Q: 33 clusters Score -8.621279e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 15620 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 27946 members 
Mstep: Class 7 contains 13438 members 
Mstep: Class 8 contains 99729 members 
Mstep: Class 9 contains 19314 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 72272 members 
Mstep: Class 13 contains 105249 members 
Mstep: Class 14 contains 13249 members 
Mstep: Class 15 contains 96653 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 131369 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 3960 members 
Mstep: Class 21 contains 39364 members 
Mstep: Class 22 contains 14461 members 
Mstep: Class 23 contains 2962 members 
Mstep: Class 24 contains 2551 members 
Mstep: Class 25 contains 14796 members 
Mstep: Class 26 contains 19305 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 28963 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212632.000000 Penalty: 70409.367188
Iteration 96Q: 33 clusters Score -8.621263e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 4633 members 
Mstep: Class 4 contains 15622 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 27912 members 
Mstep: Class 7 contains 13425 members 
Mstep: Class 8 contains 100257 members 
Mstep: Class 9 contains 19317 members 
Mstep: Class 10 contains 2799 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 72142 members 
Mstep: Class 13 contains 104938 members 
Mstep: Class 14 contains 13224 members 
Mstep: Class 15 contains 97422 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 131217 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 3964 members 
Mstep: Class 21 contains 38761 members 
Mstep: Class 22 contains 14466 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 2560 members 
Mstep: Class 25 contains 14692 members 
Mstep: Class 26 contains 19499 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 28843 members 
Mstep: Class 29 contains 1551 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 9442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212800.000000 Penalty: 70409.367188
Iteration 97Q: 33 clusters Score -8.62128e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4931 members 
Mstep: Class 3 contains 4650 members 
Mstep: Class 4 contains 15626 members 
Mstep: Class 5 contains 3643 members 
Mstep: Class 6 contains 27876 members 
Mstep: Class 7 contains 13411 members 
Mstep: Class 8 contains 100769 members 
Mstep: Class 9 contains 19312 members 
Mstep: Class 10 contains 2799 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 71982 members 
Mstep: Class 13 contains 104651 members 
Mstep: Class 14 contains 13203 members 
Mstep: Class 15 contains 98123 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 131113 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 38192 members 
Mstep: Class 22 contains 14506 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 2567 members 
Mstep: Class 25 contains 14580 members 
Mstep: Class 26 contains 19695 members 
Mstep: Class 27 contains 905 members 
Mstep: Class 28 contains 28739 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 9442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212424.000000 Penalty: 70409.367188
Iteration 98Q: 33 clusters Score -8.621242e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4912 members 
Mstep: Class 3 contains 4659 members 
Mstep: Class 4 contains 15628 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 27845 members 
Mstep: Class 7 contains 13396 members 
Mstep: Class 8 contains 101299 members 
Mstep: Class 9 contains 19303 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 71856 members 
Mstep: Class 13 contains 104346 members 
Mstep: Class 14 contains 13171 members 
Mstep: Class 15 contains 98797 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 130991 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 37656 members 
Mstep: Class 22 contains 14542 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 2570 members 
Mstep: Class 25 contains 14469 members 
Mstep: Class 26 contains 19863 members 
Mstep: Class 27 contains 905 members 
Mstep: Class 28 contains 28645 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 9443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212736.000000 Penalty: 70409.367188
Iteration 99Q: 33 clusters Score -8.621274e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 4663 members 
Mstep: Class 4 contains 15624 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 27820 members 
Mstep: Class 7 contains 13373 members 
Mstep: Class 8 contains 101868 members 
Mstep: Class 9 contains 19295 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 71714 members 
Mstep: Class 13 contains 104111 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 99356 members 
Mstep: Class 16 contains 116 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 130851 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 37145 members 
Mstep: Class 22 contains 14586 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 14346 members 
Mstep: Class 26 contains 20053 members 
Mstep: Class 27 contains 905 members 
Mstep: Class 28 contains 28559 members 
Mstep: Class 29 contains 1574 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 9441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213216.000000 Penalty: 70409.367188
Iteration 100F: 33 clusters Score -8.621322e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 4672 members 
Mstep: Class 4 contains 15617 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 27802 members 
Mstep: Class 7 contains 13348 members 
Mstep: Class 8 contains 102628 members 
Mstep: Class 9 contains 19290 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 71572 members 
Mstep: Class 13 contains 103875 members 
Mstep: Class 14 contains 13109 members 
Mstep: Class 15 contains 99893 members 
Mstep: Class 16 contains 128 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 130601 members 
Mstep: Class 19 contains 4157 members 
Mstep: Class 20 contains 3958 members 
Mstep: Class 21 contains 36541 members 
Mstep: Class 22 contains 14616 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 2573 members 
Mstep: Class 25 contains 14231 members 
Mstep: Class 26 contains 20226 members 
Mstep: Class 27 contains 906 members 
Mstep: Class 28 contains 28467 members 
Mstep: Class 29 contains 1595 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 9432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213480.000000 Penalty: 70409.367188
Iteration 101Q: 33 clusters Score -8.621348e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4888 members 
Mstep: Class 3 contains 4672 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 27774 members 
Mstep: Class 7 contains 13324 members 
Mstep: Class 8 contains 103386 members 
Mstep: Class 9 contains 19283 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 71396 members 
Mstep: Class 13 contains 103606 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 100445 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 130314 members 
Mstep: Class 19 contains 4159 members 
Mstep: Class 20 contains 3958 members 
Mstep: Class 21 contains 35984 members 
Mstep: Class 22 contains 14656 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 2589 members 
Mstep: Class 25 contains 14121 members 
Mstep: Class 26 contains 20422 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 28392 members 
Mstep: Class 29 contains 1610 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213712.000000 Penalty: 70409.367188
Iteration 102Q: 33 clusters Score -8.621371e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 4684 members 
Mstep: Class 4 contains 15605 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 27751 members 
Mstep: Class 7 contains 13303 members 
Mstep: Class 8 contains 104154 members 
Mstep: Class 9 contains 19279 members 
Mstep: Class 10 contains 2799 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 71210 members 
Mstep: Class 13 contains 103334 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 100964 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 130067 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 35471 members 
Mstep: Class 22 contains 14692 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 2594 members 
Mstep: Class 25 contains 14017 members 
Mstep: Class 26 contains 20590 members 
Mstep: Class 27 contains 905 members 
Mstep: Class 28 contains 28302 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213632.000000 Penalty: 70409.367188
Iteration 103Q: 33 clusters Score -8.621363e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 15590 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 27723 members 
Mstep: Class 7 contains 13278 members 
Mstep: Class 8 contains 104828 members 
Mstep: Class 9 contains 19285 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 71047 members 
Mstep: Class 13 contains 102982 members 
Mstep: Class 14 contains 13034 members 
Mstep: Class 15 contains 101522 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 1637 members 
Mstep: Class 18 contains 129864 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 3958 members 
Mstep: Class 21 contains 35032 members 
Mstep: Class 22 contains 14718 members 
Mstep: Class 23 contains 2947 members 
Mstep: Class 24 contains 2598 members 
Mstep: Class 25 contains 13922 members 
Mstep: Class 26 contains 20752 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 28192 members 
Mstep: Class 29 contains 1644 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1193 members 
Mstep: Class 32 contains 9417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213824.000000 Penalty: 70409.367188
Iteration 104Q: 33 clusters Score -8.621382e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4865 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 27695 members 
Mstep: Class 7 contains 13257 members 
Mstep: Class 8 contains 105427 members 
Mstep: Class 9 contains 19280 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 70859 members 
Mstep: Class 13 contains 102632 members 
Mstep: Class 14 contains 13011 members 
Mstep: Class 15 contains 102114 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 1642 members 
Mstep: Class 18 contains 129738 members 
Mstep: Class 19 contains 4191 members 
Mstep: Class 20 contains 3960 members 
Mstep: Class 21 contains 34629 members 
Mstep: Class 22 contains 14735 members 
Mstep: Class 23 contains 2940 members 
Mstep: Class 24 contains 2599 members 
Mstep: Class 25 contains 13817 members 
Mstep: Class 26 contains 20917 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 28102 members 
Mstep: Class 29 contains 1651 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214008.000000 Penalty: 70409.367188
Iteration 105Q: 33 clusters Score -8.621401e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4843 members 
Mstep: Class 3 contains 4720 members 
Mstep: Class 4 contains 15574 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 27673 members 
Mstep: Class 7 contains 13230 members 
Mstep: Class 8 contains 105978 members 
Mstep: Class 9 contains 19267 members 
Mstep: Class 10 contains 2811 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 70659 members 
Mstep: Class 13 contains 102237 members 
Mstep: Class 14 contains 12997 members 
Mstep: Class 15 contains 102708 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 1646 members 
Mstep: Class 18 contains 129688 members 
Mstep: Class 19 contains 4201 members 
Mstep: Class 20 contains 3957 members 
Mstep: Class 21 contains 34238 members 
Mstep: Class 22 contains 14783 members 
Mstep: Class 23 contains 2931 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 13734 members 
Mstep: Class 26 contains 21060 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 27998 members 
Mstep: Class 29 contains 1650 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 9408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214120.000000 Penalty: 70409.367188
Iteration 106Q: 33 clusters Score -8.621412e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4828 members 
Mstep: Class 3 contains 4722 members 
Mstep: Class 4 contains 15572 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 6 contains 27620 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 8 contains 106499 members 
Mstep: Class 9 contains 19274 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 70466 members 
Mstep: Class 13 contains 101871 members 
Mstep: Class 14 contains 12969 members 
Mstep: Class 15 contains 103265 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 129644 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 20 contains 3957 members 
Mstep: Class 21 contains 33861 members 
Mstep: Class 22 contains 14845 members 
Mstep: Class 23 contains 2922 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 13647 members 
Mstep: Class 26 contains 21221 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 27909 members 
Mstep: Class 29 contains 1652 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 9406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213856.000000 Penalty: 70409.367188
Iteration 107Q: 33 clusters Score -8.621386e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 15575 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 27583 members 
Mstep: Class 7 contains 13173 members 
Mstep: Class 8 contains 106934 members 
Mstep: Class 9 contains 19276 members 
Mstep: Class 10 contains 2808 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 70294 members 
Mstep: Class 13 contains 101471 members 
Mstep: Class 14 contains 12953 members 
Mstep: Class 15 contains 103896 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 129548 members 
Mstep: Class 19 contains 4210 members 
Mstep: Class 20 contains 3952 members 
Mstep: Class 21 contains 33509 members 
Mstep: Class 22 contains 14896 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 13569 members 
Mstep: Class 26 contains 21372 members 
Mstep: Class 27 contains 906 members 
Mstep: Class 28 contains 27834 members 
Mstep: Class 29 contains 1655 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 9408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213768.000000 Penalty: 70409.367188
Iteration 108Q: 33 clusters Score -8.621377e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4823 members 
Mstep: Class 3 contains 4739 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 3606 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 13161 members 
Mstep: Class 8 contains 107237 members 
Mstep: Class 9 contains 19283 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 70124 members 
Mstep: Class 13 contains 101117 members 
Mstep: Class 14 contains 12930 members 
Mstep: Class 15 contains 104495 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 129503 members 
Mstep: Class 19 contains 4216 members 
Mstep: Class 20 contains 3948 members 
Mstep: Class 21 contains 33201 members 
Mstep: Class 22 contains 14937 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 21548 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 27754 members 
Mstep: Class 29 contains 1660 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 9404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213960.000000 Penalty: 70409.367188
Iteration 109Q: 33 clusters Score -8.621396e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 3598 members 
Mstep: Class 6 contains 27489 members 
Mstep: Class 7 contains 13135 members 
Mstep: Class 8 contains 107477 members 
Mstep: Class 9 contains 19284 members 
Mstep: Class 10 contains 2811 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 69934 members 
Mstep: Class 13 contains 100790 members 
Mstep: Class 14 contains 12911 members 
Mstep: Class 15 contains 105076 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 129555 members 
Mstep: Class 19 contains 4219 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 32905 members 
Mstep: Class 22 contains 14988 members 
Mstep: Class 23 contains 2904 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 13399 members 
Mstep: Class 26 contains 21698 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 27690 members 
Mstep: Class 29 contains 1664 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 9402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213832.000000 Penalty: 70409.367188
Iteration 110Q: 33 clusters Score -8.621383e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 4752 members 
Mstep: Class 4 contains 15584 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 27451 members 
Mstep: Class 7 contains 13118 members 
Mstep: Class 8 contains 107594 members 
Mstep: Class 9 contains 19284 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 69771 members 
Mstep: Class 13 contains 100509 members 
Mstep: Class 14 contains 12902 members 
Mstep: Class 15 contains 105640 members 
Mstep: Class 16 contains 133 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 129645 members 
Mstep: Class 19 contains 4221 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 32627 members 
Mstep: Class 22 contains 15046 members 
Mstep: Class 23 contains 2897 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 21844 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 27614 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1193 members 
Mstep: Class 32 contains 9398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213576.000000 Penalty: 70409.367188
Iteration 111Q: 33 clusters Score -8.621358e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 15585 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 27405 members 
Mstep: Class 7 contains 13115 members 
Mstep: Class 8 contains 107639 members 
Mstep: Class 9 contains 19273 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 69605 members 
Mstep: Class 13 contains 100195 members 
Mstep: Class 14 contains 12890 members 
Mstep: Class 15 contains 106258 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 129735 members 
Mstep: Class 19 contains 4223 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 32391 members 
Mstep: Class 22 contains 15088 members 
Mstep: Class 23 contains 2890 members 
Mstep: Class 24 contains 2606 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 22006 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 27556 members 
Mstep: Class 29 contains 1675 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 9395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213096.000000 Penalty: 70409.367188
Iteration 112Q: 33 clusters Score -8.62131e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4837 members 
Mstep: Class 3 contains 4753 members 
Mstep: Class 4 contains 15580 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 27368 members 
Mstep: Class 7 contains 13091 members 
Mstep: Class 8 contains 107604 members 
Mstep: Class 9 contains 19262 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 69483 members 
Mstep: Class 13 contains 99912 members 
Mstep: Class 14 contains 12869 members 
Mstep: Class 15 contains 106852 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 129863 members 
Mstep: Class 19 contains 4225 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 32148 members 
Mstep: Class 22 contains 15143 members 
Mstep: Class 23 contains 2882 members 
Mstep: Class 24 contains 2607 members 
Mstep: Class 25 contains 13129 members 
Mstep: Class 26 contains 22157 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 27487 members 
Mstep: Class 29 contains 1684 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 9396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212936.000000 Penalty: 70409.367188
Iteration 113Q: 33 clusters Score -8.621294e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4848 members 
Mstep: Class 3 contains 4756 members 
Mstep: Class 4 contains 15580 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 27328 members 
Mstep: Class 7 contains 13072 members 
Mstep: Class 8 contains 107484 members 
Mstep: Class 9 contains 19264 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 69364 members 
Mstep: Class 13 contains 99672 members 
Mstep: Class 14 contains 12841 members 
Mstep: Class 15 contains 107409 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 130013 members 
Mstep: Class 19 contains 4228 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 31926 members 
Mstep: Class 22 contains 15207 members 
Mstep: Class 23 contains 2875 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 13045 members 
Mstep: Class 26 contains 22310 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 27426 members 
Mstep: Class 29 contains 1690 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 9398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212608.000000 Penalty: 70409.367188
Iteration 114Q: 33 clusters Score -8.621261e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4851 members 
Mstep: Class 3 contains 4753 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 27295 members 
Mstep: Class 7 contains 13048 members 
Mstep: Class 8 contains 107350 members 
Mstep: Class 9 contains 19256 members 
Mstep: Class 10 contains 2824 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 69219 members 
Mstep: Class 13 contains 99432 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 108030 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 130160 members 
Mstep: Class 19 contains 4235 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 31669 members 
Mstep: Class 22 contains 15277 members 
Mstep: Class 23 contains 2873 members 
Mstep: Class 24 contains 2612 members 
Mstep: Class 25 contains 12952 members 
Mstep: Class 26 contains 22457 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 27375 members 
Mstep: Class 29 contains 1697 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 9396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212656.000000 Penalty: 70409.367188
Iteration 115Q: 33 clusters Score -8.621266e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4861 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 15583 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 27249 members 
Mstep: Class 7 contains 13026 members 
Mstep: Class 8 contains 107237 members 
Mstep: Class 9 contains 19253 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 69062 members 
Mstep: Class 13 contains 99255 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 108580 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 130307 members 
Mstep: Class 19 contains 4241 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 31404 members 
Mstep: Class 22 contains 15354 members 
Mstep: Class 23 contains 2873 members 
Mstep: Class 24 contains 2614 members 
Mstep: Class 25 contains 12857 members 
Mstep: Class 26 contains 22609 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 27334 members 
Mstep: Class 29 contains 1702 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 9393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212392.000000 Penalty: 70409.367188
Iteration 116Q: 33 clusters Score -8.621239e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 4752 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 27208 members 
Mstep: Class 7 contains 13008 members 
Mstep: Class 8 contains 107119 members 
Mstep: Class 9 contains 19250 members 
Mstep: Class 10 contains 2817 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 68909 members 
Mstep: Class 13 contains 99058 members 
Mstep: Class 14 contains 12782 members 
Mstep: Class 15 contains 109105 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 130489 members 
Mstep: Class 19 contains 4245 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 31174 members 
Mstep: Class 22 contains 15411 members 
Mstep: Class 23 contains 2872 members 
Mstep: Class 24 contains 2615 members 
Mstep: Class 25 contains 12766 members 
Mstep: Class 26 contains 22748 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 27285 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 9392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212048.000000 Penalty: 70409.367188
Iteration 117Q: 33 clusters Score -8.621205e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 4758 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 3621 members 
Mstep: Class 6 contains 27187 members 
Mstep: Class 7 contains 12996 members 
Mstep: Class 8 contains 106982 members 
Mstep: Class 9 contains 19246 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 68778 members 
Mstep: Class 13 contains 98872 members 
Mstep: Class 14 contains 12765 members 
Mstep: Class 15 contains 109591 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 130625 members 
Mstep: Class 19 contains 4248 members 
Mstep: Class 20 contains 3930 members 
Mstep: Class 21 contains 30971 members 
Mstep: Class 22 contains 15469 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 2616 members 
Mstep: Class 25 contains 12699 members 
Mstep: Class 26 contains 22859 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 27242 members 
Mstep: Class 29 contains 1703 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1193 members 
Mstep: Class 32 contains 9390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212072.000000 Penalty: 70409.367188
Iteration 118Q: 33 clusters Score -8.621207e+07 nChanged 1634
Entering ConstructFrom: 
Score: -86212072.000000 Penalty: 70409.367188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -263067.000000 Penalty: 1248.028564
	Iteration 0F: 2 clusters Score -263067 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 1091 members 
Entering Unmasked Estep 
Score: -260922.093750 Penalty: 2496.057129
	Iteration 0F: 3 clusters Score -260922.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -261366.250000 Penalty: 2496.057129
	Iteration 1F: 3 clusters Score -261366.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -261463.593750 Penalty: 2496.057129
	Iteration 2F: 3 clusters Score -261463.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -261510.750000 Penalty: 2496.057129
	Iteration 3Q: 3 clusters Score -261510.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -261530.921875 Penalty: 2496.057129
	Iteration 4Q: 3 clusters Score -261530.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -261550.687500 Penalty: 2496.057129
	Iteration 5Q: 3 clusters Score -261550.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -261568.656250 Penalty: 2496.057129
	Iteration 6Q: 3 clusters Score -261568.7 nChanged 25
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: -261582.796875 Penalty: 2496.057129
	Iteration 7Q: 3 clusters Score -261582.8 nChanged 18
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: -261591.421875 Penalty: 2496.057129
	Iteration 8Q: 3 clusters Score -261591.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -261597.093750 Penalty: 2496.057129
	Iteration 9Q: 3 clusters Score -261597.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -261601.625000 Penalty: 2496.057129
	Iteration 10Q: 3 clusters Score -261601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -261603.453125 Penalty: 2496.057129
	Iteration 11Q: 3 clusters Score -261603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -261605.781250 Penalty: 2496.057129
	Iteration 12Q: 3 clusters Score -261605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261606.437500 Penalty: 2496.057129
	Iteration 13Q: 3 clusters Score -261606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -261607.046875 Penalty: 2496.057129
	Iteration 14Q: 3 clusters Score -261607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -261607.578125 Penalty: 2496.057129
	Iteration 15Q: 3 clusters Score -261607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -261607.578125 Penalty: 2496.057129
	Iteration 16F: 3 clusters Score -261607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Entering Unmasked Estep 
Score: -570279.812500 Penalty: 1380.760864
	Iteration 0F: 2 clusters Score -570279.8 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 2416 members 
Entering Unmasked Estep 
Score: -566347.625000 Penalty: 2761.521729
	Iteration 0F: 3 clusters Score -566347.6 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -567300.125000 Penalty: 2761.521729
	Iteration 1F: 3 clusters Score -567300.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -567477.562500 Penalty: 2761.521729
	Iteration 2F: 3 clusters Score -567477.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -567592.562500 Penalty: 2761.521729
	Iteration 3F: 3 clusters Score -567592.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -567681.562500 Penalty: 2761.521729
	Iteration 4Q: 3 clusters Score -567681.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -567764.500000 Penalty: 2761.521729
	Iteration 5Q: 3 clusters Score -567764.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -567854.125000 Penalty: 2761.521729
	Iteration 6Q: 3 clusters Score -567854.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -567943.437500 Penalty: 2761.521729
	Iteration 7Q: 3 clusters Score -567943.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -568038.375000 Penalty: 2761.521729
	Iteration 8Q: 3 clusters Score -568038.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -568140.062500 Penalty: 2761.521729
	Iteration 9Q: 3 clusters Score -568140.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -568247.000000 Penalty: 2761.521729
	Iteration 10Q: 3 clusters Score -568247 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -568364.562500 Penalty: 2761.521729
	Iteration 11Q: 3 clusters Score -568364.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -568481.062500 Penalty: 2761.521729
	Iteration 12Q: 3 clusters Score -568481.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -568603.812500 Penalty: 2761.521729
	Iteration 13Q: 3 clusters Score -568603.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -568717.625000 Penalty: 2761.521729
	Iteration 14Q: 3 clusters Score -568717.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -568836.312500 Penalty: 2761.521729
	Iteration 15Q: 3 clusters Score -568836.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -568907.562500 Penalty: 2761.521729
	Iteration 16Q: 3 clusters Score -568907.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -568964.250000 Penalty: 2761.521729
	Iteration 17Q: 3 clusters Score -568964.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -569001.625000 Penalty: 2761.521729
	Iteration 18Q: 3 clusters Score -569001.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -569026.250000 Penalty: 2761.521729
	Iteration 19Q: 3 clusters Score -569026.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -569044.812500 Penalty: 2761.521729
	Iteration 20F: 3 clusters Score -569044.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -569068.312500 Penalty: 2761.521729
	Iteration 21Q: 3 clusters Score -569068.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -569088.062500 Penalty: 2761.521729
	Iteration 22Q: 3 clusters Score -569088.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -569095.937500 Penalty: 2761.521729
	Iteration 23Q: 3 clusters Score -569095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -569098.375000 Penalty: 2761.521729
	Iteration 24Q: 3 clusters Score -569098.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -569100.125000 Penalty: 2761.521729
	Iteration 25Q: 3 clusters Score -569100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -569102.062500 Penalty: 2761.521729
	Iteration 26Q: 3 clusters Score -569102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -569103.062500 Penalty: 2761.521729
	Iteration 27Q: 3 clusters Score -569103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -569104.437500 Penalty: 2761.521729
	Iteration 28Q: 3 clusters Score -569104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -569105.250000 Penalty: 2761.521729
	Iteration 29Q: 3 clusters Score -569105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -569105.250000 Penalty: 2761.521729
	Iteration 30F: 3 clusters Score -569105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Entering Unmasked Estep 
Score: -521831.593750 Penalty: 1376.357422
	Iteration 0F: 2 clusters Score -521831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -518066.937500 Penalty: 2752.714844
	Iteration 0F: 3 clusters Score -518066.9 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -519056.250000 Penalty: 2752.714844
	Iteration 1F: 3 clusters Score -519056.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -519225.187500 Penalty: 2752.714844
	Iteration 2F: 3 clusters Score -519225.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -519330.031250 Penalty: 2752.714844
	Iteration 3Q: 3 clusters Score -519330 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -519418.593750 Penalty: 2752.714844
	Iteration 4Q: 3 clusters Score -519418.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -519508.656250 Penalty: 2752.714844
	Iteration 5Q: 3 clusters Score -519508.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -519584.968750 Penalty: 2752.714844
	Iteration 6Q: 3 clusters Score -519585 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -519640.781250 Penalty: 2752.714844
	Iteration 7Q: 3 clusters Score -519640.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -519684.593750 Penalty: 2752.714844
	Iteration 8Q: 3 clusters Score -519684.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -519723.031250 Penalty: 2752.714844
	Iteration 9Q: 3 clusters Score -519723 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -519753.156250 Penalty: 2752.714844
	Iteration 10Q: 3 clusters Score -519753.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -519781.687500 Penalty: 2752.714844
	Iteration 11Q: 3 clusters Score -519781.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -519809.281250 Penalty: 2752.714844
	Iteration 12Q: 3 clusters Score -519809.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -519845.500000 Penalty: 2752.714844
	Iteration 13Q: 3 clusters Score -519845.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -519888.375000 Penalty: 2752.714844
	Iteration 14Q: 3 clusters Score -519888.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -519943.656250 Penalty: 2752.714844
	Iteration 15Q: 3 clusters Score -519943.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -520002.468750 Penalty: 2752.714844
	Iteration 16Q: 3 clusters Score -520002.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -520065.093750 Penalty: 2752.714844
	Iteration 17Q: 3 clusters Score -520065.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -520129.937500 Penalty: 2752.714844
	Iteration 18Q: 3 clusters Score -520129.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -520192.375000 Penalty: 2752.714844
	Iteration 19Q: 3 clusters Score -520192.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -520277.218750 Penalty: 2752.714844
	Iteration 20F: 3 clusters Score -520277.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -520381.656250 Penalty: 2752.714844
	Iteration 21Q: 3 clusters Score -520381.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -520497.125000 Penalty: 2752.714844
	Iteration 22Q: 3 clusters Score -520497.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -520609.562500 Penalty: 2752.714844
	Iteration 23Q: 3 clusters Score -520609.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -520686.125000 Penalty: 2752.714844
	Iteration 24Q: 3 clusters Score -520686.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -520757.718750 Penalty: 2752.714844
	Iteration 25Q: 3 clusters Score -520757.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -520808.406250 Penalty: 2752.714844
	Iteration 26Q: 3 clusters Score -520808.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -520850.500000 Penalty: 2752.714844
	Iteration 27Q: 3 clusters Score -520850.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -520888.781250 Penalty: 2752.714844
	Iteration 28Q: 3 clusters Score -520888.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -520929.500000 Penalty: 2752.714844
	Iteration 29Q: 3 clusters Score -520929.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -520963.906250 Penalty: 2752.714844
	Iteration 30Q: 3 clusters Score -520963.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -520989.343750 Penalty: 2752.714844
	Iteration 31Q: 3 clusters Score -520989.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -521004.812500 Penalty: 2752.714844
	Iteration 32Q: 3 clusters Score -521004.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -521016.156250 Penalty: 2752.714844
	Iteration 33Q: 3 clusters Score -521016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -521028.406250 Penalty: 2752.714844
	Iteration 34Q: 3 clusters Score -521028.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -521035.156250 Penalty: 2752.714844
	Iteration 35Q: 3 clusters Score -521035.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -521037.625000 Penalty: 2752.714844
	Iteration 36Q: 3 clusters Score -521037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -521039.593750 Penalty: 2752.714844
	Iteration 37Q: 3 clusters Score -521039.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -521039.593750 Penalty: 2752.714844
	Iteration 38F: 3 clusters Score -521039.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Entering Unmasked Estep 
Score: -1817780.000000 Penalty: 1568.743774
	Iteration 0F: 2 clusters Score -1817780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1807023.500000 Penalty: 3137.487549
	Iteration 0F: 3 clusters Score -1807024 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1810791.125000 Penalty: 3137.487549
	Iteration 1F: 3 clusters Score -1810791 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1811122.125000 Penalty: 3137.487549
	Iteration 2F: 3 clusters Score -1811122 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1811446.500000 Penalty: 3137.487549
	Iteration 3Q: 3 clusters Score -1811446 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1811783.000000 Penalty: 3137.487549
	Iteration 4Q: 3 clusters Score -1811783 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1812177.125000 Penalty: 3137.487549
	Iteration 5Q: 3 clusters Score -1812177 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1812628.375000 Penalty: 3137.487549
	Iteration 6Q: 3 clusters Score -1812628 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1813137.250000 Penalty: 3137.487549
	Iteration 7F: 3 clusters Score -1813137 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1813596.000000 Penalty: 3137.487549
	Iteration 8Q: 3 clusters Score -1813596 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1814044.125000 Penalty: 3137.487549
	Iteration 9Q: 3 clusters Score -1814044 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1814409.625000 Penalty: 3137.487549
	Iteration 10Q: 3 clusters Score -1814410 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1814682.500000 Penalty: 3137.487549
	Iteration 11Q: 3 clusters Score -1814682 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1814857.000000 Penalty: 3137.487549
	Iteration 12Q: 3 clusters Score -1814857 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1814979.500000 Penalty: 3137.487549
	Iteration 13Q: 3 clusters Score -1814980 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1815063.625000 Penalty: 3137.487549
	Iteration 14Q: 3 clusters Score -1815064 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1815129.500000 Penalty: 3137.487549
	Iteration 15Q: 3 clusters Score -1815130 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1815175.000000 Penalty: 3137.487549
	Iteration 16Q: 3 clusters Score -1815175 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1815208.375000 Penalty: 3137.487549
	Iteration 17Q: 3 clusters Score -1815208 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1815243.750000 Penalty: 3137.487549
	Iteration 18Q: 3 clusters Score -1815244 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1815274.625000 Penalty: 3137.487549
	Iteration 19Q: 3 clusters Score -1815275 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1815303.250000 Penalty: 3137.487549
	Iteration 20F: 3 clusters Score -1815303 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1815319.125000 Penalty: 3137.487549
	Iteration 21Q: 3 clusters Score -1815319 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1815343.250000 Penalty: 3137.487549
	Iteration 22Q: 3 clusters Score -1815343 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1815368.375000 Penalty: 3137.487549
	Iteration 23Q: 3 clusters Score -1815368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1815393.500000 Penalty: 3137.487549
	Iteration 24Q: 3 clusters Score -1815394 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1815417.000000 Penalty: 3137.487549
	Iteration 25Q: 3 clusters Score -1815417 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1815434.625000 Penalty: 3137.487549
	Iteration 26Q: 3 clusters Score -1815435 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1815468.875000 Penalty: 3137.487549
	Iteration 27Q: 3 clusters Score -1815469 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1815482.750000 Penalty: 3137.487549
	Iteration 28Q: 3 clusters Score -1815483 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1815500.125000 Penalty: 3137.487549
	Iteration 29Q: 3 clusters Score -1815500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1815518.125000 Penalty: 3137.487549
	Iteration 30Q: 3 clusters Score -1815518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1815539.375000 Penalty: 3137.487549
	Iteration 31Q: 3 clusters Score -1815539 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1815555.875000 Penalty: 3137.487549
	Iteration 32Q: 3 clusters Score -1815556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1815579.875000 Penalty: 3137.487549
	Iteration 33Q: 3 clusters Score -1815580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1815604.000000 Penalty: 3137.487549
	Iteration 34Q: 3 clusters Score -1815604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1815622.625000 Penalty: 3137.487549
	Iteration 35Q: 3 clusters Score -1815623 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1815655.250000 Penalty: 3137.487549
	Iteration 36Q: 3 clusters Score -1815655 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1815675.500000 Penalty: 3137.487549
	Iteration 37Q: 3 clusters Score -1815676 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1815707.375000 Penalty: 3137.487549
	Iteration 38Q: 3 clusters Score -1815707 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1815729 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1815751.375000 Penalty: 3137.487549
	Iteration 40F: 3 clusters Score -1815751 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1815785 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1815803.125000 Penalty: 3137.487549
	Iteration 42Q: 3 clusters Score -1815803 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1815820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1815842.250000 Penalty: 3137.487549
	Iteration 44Q: 3 clusters Score -1815842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1815855.250000 Penalty: 3137.487549
	Iteration 45Q: 3 clusters Score -1815855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1815858.500000 Penalty: 3137.487549
	Iteration 46Q: 3 clusters Score -1815858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1815873.000000 Penalty: 3137.487549
	Iteration 47Q: 3 clusters Score -1815873 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1815877.250000 Penalty: 3137.487549
	Iteration 48Q: 3 clusters Score -1815877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1815886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1815889.250000 Penalty: 3137.487549
	Iteration 50Q: 3 clusters Score -1815889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1815894.500000 Penalty: 3137.487549
	Iteration 51Q: 3 clusters Score -1815894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1815896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1815903.125000 Penalty: 3137.487549
	Iteration 53Q: 3 clusters Score -1815903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1815913.375000 Penalty: 3137.487549
	Iteration 54Q: 3 clusters Score -1815913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1815929 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1815934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1815947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1815950 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1815967 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1815975.125000 Penalty: 3137.487549
	Iteration 60F: 3 clusters Score -1815975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1815981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1815998.250000 Penalty: 3137.487549
	Iteration 62Q: 3 clusters Score -1815998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1816005.750000 Penalty: 3137.487549
	Iteration 63Q: 3 clusters Score -1816006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1816017.250000 Penalty: 3137.487549
	Iteration 64Q: 3 clusters Score -1816017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1816025.125000 Penalty: 3137.487549
	Iteration 65Q: 3 clusters Score -1816025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1816035.625000 Penalty: 3137.487549
	Iteration 66Q: 3 clusters Score -1816036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1816037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1816039.125000 Penalty: 3137.487549
	Iteration 68Q: 3 clusters Score -1816039 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1816044.750000 Penalty: 3137.487549
	Iteration 69Q: 3 clusters Score -1816045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1816058.750000 Penalty: 3137.487549
	Iteration 70Q: 3 clusters Score -1816059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1816063.125000 Penalty: 3137.487549
	Iteration 71Q: 3 clusters Score -1816063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1816070.250000 Penalty: 3137.487549
	Iteration 72Q: 3 clusters Score -1816070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1816078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1816081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1816089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1816095.000000 Penalty: 3137.487549
	Iteration 76Q: 3 clusters Score -1816095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1816101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1816109.375000 Penalty: 3137.487549
	Iteration 78Q: 3 clusters Score -1816109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1816109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1816118.000000 Penalty: 3137.487549
	Iteration 80F: 3 clusters Score -1816118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1816121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1816127.375000 Penalty: 3137.487549
	Iteration 82Q: 3 clusters Score -1816127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1816128.125000 Penalty: 3137.487549
	Iteration 83Q: 3 clusters Score -1816128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1816127.750000 Penalty: 3137.487549
	Iteration 84Q: 3 clusters Score -1816128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1816131.250000 Penalty: 3137.487549
	Iteration 85Q: 3 clusters Score -1816131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1816132.000000 Penalty: 3137.487549
	Iteration 86Q: 3 clusters Score -1816132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1816133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1816135.625000 Penalty: 3137.487549
	Iteration 88Q: 3 clusters Score -1816136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1816136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1816139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1816144.750000 Penalty: 3137.487549
	Iteration 91Q: 3 clusters Score -1816145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1816152.625000 Penalty: 3137.487549
	Iteration 92Q: 3 clusters Score -1816153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1816152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1816153.250000 Penalty: 3137.487549
	Iteration 94Q: 3 clusters Score -1816153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1816155.125000 Penalty: 3137.487549
	Iteration 95Q: 3 clusters Score -1816155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1816161.750000 Penalty: 3137.487549
	Iteration 96Q: 3 clusters Score -1816162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1816164.875000 Penalty: 3137.487549
	Iteration 97Q: 3 clusters Score -1816165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1816168.625000 Penalty: 3137.487549
	Iteration 98Q: 3 clusters Score -1816169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1816171.125000 Penalty: 3137.487549
	Iteration 99Q: 3 clusters Score -1816171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1816175.125000 Penalty: 3137.487549
	Iteration 100F: 3 clusters Score -1816175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1816177.375000 Penalty: 3137.487549
	Iteration 101Q: 3 clusters Score -1816177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1816185.750000 Penalty: 3137.487549
	Iteration 102Q: 3 clusters Score -1816186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1816189.375000 Penalty: 3137.487549
	Iteration 103Q: 3 clusters Score -1816189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1816191.500000 Penalty: 3137.487549
	Iteration 104Q: 3 clusters Score -1816192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1816195.250000 Penalty: 3137.487549
	Iteration 105Q: 3 clusters Score -1816195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1816194.875000 Penalty: 3137.487549
	Iteration 106Q: 3 clusters Score -1816195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1816201.250000 Penalty: 3137.487549
	Iteration 107Q: 3 clusters Score -1816201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1816204.375000 Penalty: 3137.487549
	Iteration 108Q: 3 clusters Score -1816204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1816206.250000 Penalty: 3137.487549
	Iteration 109Q: 3 clusters Score -1816206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1816207.500000 Penalty: 3137.487549
	Iteration 110Q: 3 clusters Score -1816208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1816206.000000 Penalty: 3137.487549
	Iteration 111Q: 3 clusters Score -1816206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1816211.625000 Penalty: 3137.487549
	Iteration 112Q: 3 clusters Score -1816212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1816216.250000 Penalty: 3137.487549
	Iteration 113Q: 3 clusters Score -1816216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1816219.125000 Penalty: 3137.487549
	Iteration 114Q: 3 clusters Score -1816219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1816224.500000 Penalty: 3137.487549
	Iteration 115Q: 3 clusters Score -1816224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1816231.875000 Penalty: 3137.487549
	Iteration 116Q: 3 clusters Score -1816232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1816231.625000 Penalty: 3137.487549
	Iteration 117Q: 3 clusters Score -1816232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1816234.875000 Penalty: 3137.487549
	Iteration 118Q: 3 clusters Score -1816235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1816239.250000 Penalty: 3137.487549
	Iteration 119Q: 3 clusters Score -1816239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1816244.375000 Penalty: 3137.487549
	Iteration 120F: 3 clusters Score -1816244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1816244.250000 Penalty: 3137.487549
	Iteration 121Q: 3 clusters Score -1816244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1816255.250000 Penalty: 3137.487549
	Iteration 122Q: 3 clusters Score -1816255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1816257.125000 Penalty: 3137.487549
	Iteration 123Q: 3 clusters Score -1816257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1816261.125000 Penalty: 3137.487549
	Iteration 124Q: 3 clusters Score -1816261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1816263.500000 Penalty: 3137.487549
	Iteration 125Q: 3 clusters Score -1816264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1816267.000000 Penalty: 3137.487549
	Iteration 126Q: 3 clusters Score -1816267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1816265.875000 Penalty: 3137.487549
	Iteration 127Q: 3 clusters Score -1816266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1816270.250000 Penalty: 3137.487549
	Iteration 128Q: 3 clusters Score -1816270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1816269.125000 Penalty: 3137.487549
	Iteration 129Q: 3 clusters Score -1816269 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1816275.000000 Penalty: 3137.487549
	Iteration 130Q: 3 clusters Score -1816275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1816279.375000 Penalty: 3137.487549
	Iteration 131Q: 3 clusters Score -1816279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1816281.875000 Penalty: 3137.487549
	Iteration 132Q: 3 clusters Score -1816282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1816283.000000 Penalty: 3137.487549
	Iteration 133Q: 3 clusters Score -1816283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1816289.625000 Penalty: 3137.487549
	Iteration 134Q: 3 clusters Score -1816290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1816287.000000 Penalty: 3137.487549
	Iteration 135Q: 3 clusters Score -1816287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1816286.375000 Penalty: 3137.487549
	Iteration 136Q: 3 clusters Score -1816286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1816286.500000 Penalty: 3137.487549
	Iteration 137Q: 3 clusters Score -1816286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1816288.875000 Penalty: 3137.487549
	Iteration 138Q: 3 clusters Score -1816289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1816288.500000 Penalty: 3137.487549
	Iteration 139Q: 3 clusters Score -1816288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1816288.625000 Penalty: 3137.487549
	Iteration 140F: 3 clusters Score -1816289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1816290.750000 Penalty: 3137.487549
	Iteration 141Q: 3 clusters Score -1816291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1816290.375000 Penalty: 3137.487549
	Iteration 142Q: 3 clusters Score -1816290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1816287.625000 Penalty: 3137.487549
	Iteration 143Q: 3 clusters Score -1816288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1816288.750000 Penalty: 3137.487549
	Iteration 144Q: 3 clusters Score -1816289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1816293.500000 Penalty: 3137.487549
	Iteration 145Q: 3 clusters Score -1816294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1816290.750000 Penalty: 3137.487549
	Iteration 146Q: 3 clusters Score -1816291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1816290.750000 Penalty: 3137.487549
	Iteration 147F: 3 clusters Score -1816291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Entering Unmasked Estep 
Score: -417410.781250 Penalty: 1332.099976
	Iteration 0F: 2 clusters Score -417410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -414301.093750 Penalty: 2664.199951
	Iteration 0F: 3 clusters Score -414301.1 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -415064.656250 Penalty: 2664.199951
	Iteration 1F: 3 clusters Score -415064.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -415222.625000 Penalty: 2664.199951
	Iteration 2F: 3 clusters Score -415222.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -415327.625000 Penalty: 2664.199951
	Iteration 3F: 3 clusters Score -415327.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -415408.937500 Penalty: 2664.199951
	Iteration 4Q: 3 clusters Score -415408.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -415494.187500 Penalty: 2664.199951
	Iteration 5Q: 3 clusters Score -415494.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -415583.968750 Penalty: 2664.199951
	Iteration 6Q: 3 clusters Score -415584 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -415666.031250 Penalty: 2664.199951
	Iteration 7Q: 3 clusters Score -415666 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -415746.718750 Penalty: 2664.199951
	Iteration 8Q: 3 clusters Score -415746.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -415844.250000 Penalty: 2664.199951
	Iteration 9Q: 3 clusters Score -415844.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -415938.500000 Penalty: 2664.199951
	Iteration 10Q: 3 clusters Score -415938.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -416032.187500 Penalty: 2664.199951
	Iteration 11Q: 3 clusters Score -416032.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -416125.937500 Penalty: 2664.199951
	Iteration 12Q: 3 clusters Score -416125.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -416202.656250 Penalty: 2664.199951
	Iteration 13Q: 3 clusters Score -416202.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -416275.125000 Penalty: 2664.199951
	Iteration 14Q: 3 clusters Score -416275.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -416347.718750 Penalty: 2664.199951
	Iteration 15Q: 3 clusters Score -416347.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -416423.562500 Penalty: 2664.199951
	Iteration 16Q: 3 clusters Score -416423.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -416472.656250 Penalty: 2664.199951
	Iteration 17Q: 3 clusters Score -416472.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -416497.812500 Penalty: 2664.199951
	Iteration 18Q: 3 clusters Score -416497.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -416511.875000 Penalty: 2664.199951
	Iteration 19Q: 3 clusters Score -416511.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -416519.156250 Penalty: 2664.199951
	Iteration 20F: 3 clusters Score -416519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -416531.968750 Penalty: 2664.199951
	Iteration 21Q: 3 clusters Score -416532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -416540.218750 Penalty: 2664.199951
	Iteration 22Q: 3 clusters Score -416540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -416543.031250 Penalty: 2664.199951
	Iteration 23Q: 3 clusters Score -416543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -416545.500000 Penalty: 2664.199951
	Iteration 24Q: 3 clusters Score -416545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -416547.937500 Penalty: 2664.199951
	Iteration 25Q: 3 clusters Score -416547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -416551.031250 Penalty: 2664.199951
	Iteration 26Q: 3 clusters Score -416551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -416555.062500 Penalty: 2664.199951
	Iteration 27Q: 3 clusters Score -416555.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -416558.593750 Penalty: 2664.199951
	Iteration 28Q: 3 clusters Score -416558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -416564.593750 Penalty: 2664.199951
	Iteration 29Q: 3 clusters Score -416564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -416566.906250 Penalty: 2664.199951
	Iteration 30Q: 3 clusters Score -416566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -416567.375000 Penalty: 2664.199951
	Iteration 31Q: 3 clusters Score -416567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -416567.968750 Penalty: 2664.199951
	Iteration 32Q: 3 clusters Score -416568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -416568.406250 Penalty: 2664.199951
	Iteration 33Q: 3 clusters Score -416568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -416569.156250 Penalty: 2664.199951
	Iteration 34Q: 3 clusters Score -416569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -416570.031250 Penalty: 2664.199951
	Iteration 35Q: 3 clusters Score -416570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -416570.031250 Penalty: 2664.199951
	Iteration 36F: 3 clusters Score -416570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Entering Unmasked Estep 
Score: -3167388.250000 Penalty: 1659.013916
	Iteration 0F: 2 clusters Score -3167388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3149139.250000 Penalty: 3318.027832
	Iteration 0F: 3 clusters Score -3149139 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3156160.000000 Penalty: 3318.027832
	Iteration 1F: 3 clusters Score -3156160 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3156678.000000 Penalty: 3318.027832
	Iteration 2Q: 3 clusters Score -3156678 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3157287.750000 Penalty: 3318.027832
	Iteration 3Q: 3 clusters Score -3157288 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3158131.750000 Penalty: 3318.027832
	Iteration 4F: 3 clusters Score -3158132 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3159279.250000 Penalty: 3318.027832
	Iteration 5F: 3 clusters Score -3159279 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -3160778.750000 Penalty: 3318.027832
	Iteration 6F: 3 clusters Score -3160779 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3162486.000000 Penalty: 3318.027832
	Iteration 7F: 3 clusters Score -3162486 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3163946.250000 Penalty: 3318.027832
	Iteration 8F: 3 clusters Score -3163946 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3164946.500000 Penalty: 3318.027832
	Iteration 9Q: 3 clusters Score -3164946 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3165438.500000 Penalty: 3318.027832
	Iteration 10Q: 3 clusters Score -3165438 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3165663.000000 Penalty: 3318.027832
	Iteration 11Q: 3 clusters Score -3165663 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3165775.750000 Penalty: 3318.027832
	Iteration 12Q: 3 clusters Score -3165776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3165849.500000 Penalty: 3318.027832
	Iteration 13Q: 3 clusters Score -3165850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3165900.250000 Penalty: 3318.027832
	Iteration 14Q: 3 clusters Score -3165900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3165931.250000 Penalty: 3318.027832
	Iteration 15Q: 3 clusters Score -3165931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3165961.250000 Penalty: 3318.027832
	Iteration 16Q: 3 clusters Score -3165961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3165984.250000 Penalty: 3318.027832
	Iteration 17Q: 3 clusters Score -3165984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3165992.750000 Penalty: 3318.027832
	Iteration 18Q: 3 clusters Score -3165993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3166000.250000 Penalty: 3318.027832
	Iteration 19Q: 3 clusters Score -3166000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3166003.250000 Penalty: 3318.027832
	Iteration 20F: 3 clusters Score -3166003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3166003.750000 Penalty: 3318.027832
	Iteration 21Q: 3 clusters Score -3166004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3166008.250000 Penalty: 3318.027832
	Iteration 22Q: 3 clusters Score -3166008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3166008.000000 Penalty: 3318.027832
	Iteration 23Q: 3 clusters Score -3166008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3166008.000000 Penalty: 3318.027832
	Iteration 24F: 3 clusters Score -3166008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Entering Unmasked Estep 
Score: -1518282.875000 Penalty: 1539.176880
	Iteration 0F: 2 clusters Score -1518283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1509104.000000 Penalty: 3078.353760
	Iteration 0F: 3 clusters Score -1509104 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1512059.250000 Penalty: 3078.353760
	Iteration 1F: 3 clusters Score -1512059 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1512322.750000 Penalty: 3078.353760
	Iteration 2F: 3 clusters Score -1512323 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1512539.625000 Penalty: 3078.353760
	Iteration 3Q: 3 clusters Score -1512540 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1512743.750000 Penalty: 3078.353760
	Iteration 4Q: 3 clusters Score -1512744 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1512982.625000 Penalty: 3078.353760
	Iteration 5Q: 3 clusters Score -1512983 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1513277.500000 Penalty: 3078.353760
	Iteration 6Q: 3 clusters Score -1513278 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1513649.250000 Penalty: 3078.353760
	Iteration 7Q: 3 clusters Score -1513649 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1514117.000000 Penalty: 3078.353760
	Iteration 8F: 3 clusters Score -1514117 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1514629.875000 Penalty: 3078.353760
	Iteration 9F: 3 clusters Score -1514630 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1515135.375000 Penalty: 3078.353760
	Iteration 10Q: 3 clusters Score -1515135 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1515505.250000 Penalty: 3078.353760
	Iteration 11Q: 3 clusters Score -1515505 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1515793.375000 Penalty: 3078.353760
	Iteration 12Q: 3 clusters Score -1515793 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1515997.750000 Penalty: 3078.353760
	Iteration 13Q: 3 clusters Score -1515998 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1516152.500000 Penalty: 3078.353760
	Iteration 14Q: 3 clusters Score -1516152 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1516258.375000 Penalty: 3078.353760
	Iteration 15Q: 3 clusters Score -1516258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1516341.500000 Penalty: 3078.353760
	Iteration 16Q: 3 clusters Score -1516342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1516422.250000 Penalty: 3078.353760
	Iteration 17Q: 3 clusters Score -1516422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1516493.125000 Penalty: 3078.353760
	Iteration 18Q: 3 clusters Score -1516493 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1516558.375000 Penalty: 3078.353760
	Iteration 19Q: 3 clusters Score -1516558 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1516634.875000 Penalty: 3078.353760
	Iteration 20F: 3 clusters Score -1516635 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1516701.875000 Penalty: 3078.353760
	Iteration 21Q: 3 clusters Score -1516702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1516747.125000 Penalty: 3078.353760
	Iteration 22Q: 3 clusters Score -1516747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1516786.750000 Penalty: 3078.353760
	Iteration 23Q: 3 clusters Score -1516787 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1516806.000000 Penalty: 3078.353760
	Iteration 24Q: 3 clusters Score -1516806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1516831.250000 Penalty: 3078.353760
	Iteration 25Q: 3 clusters Score -1516831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1516846.500000 Penalty: 3078.353760
	Iteration 26Q: 3 clusters Score -1516846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1516860.000000 Penalty: 3078.353760
	Iteration 27Q: 3 clusters Score -1516860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1516868.875000 Penalty: 3078.353760
	Iteration 28Q: 3 clusters Score -1516869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1516880.875000 Penalty: 3078.353760
	Iteration 29Q: 3 clusters Score -1516881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1516894.125000 Penalty: 3078.353760
	Iteration 30Q: 3 clusters Score -1516894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1516898.000000 Penalty: 3078.353760
	Iteration 31Q: 3 clusters Score -1516898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1516907.250000 Penalty: 3078.353760
	Iteration 32Q: 3 clusters Score -1516907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1516910.625000 Penalty: 3078.353760
	Iteration 33Q: 3 clusters Score -1516911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1516912.250000 Penalty: 3078.353760
	Iteration 34Q: 3 clusters Score -1516912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1516916.500000 Penalty: 3078.353760
	Iteration 35Q: 3 clusters Score -1516916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1516919.625000 Penalty: 3078.353760
	Iteration 36Q: 3 clusters Score -1516920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1516924.500000 Penalty: 3078.353760
	Iteration 37Q: 3 clusters Score -1516924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1516927.125000 Penalty: 3078.353760
	Iteration 38Q: 3 clusters Score -1516927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1516928.500000 Penalty: 3078.353760
	Iteration 39Q: 3 clusters Score -1516928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1516930.875000 Penalty: 3078.353760
	Iteration 40F: 3 clusters Score -1516931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1516933.875000 Penalty: 3078.353760
	Iteration 41Q: 3 clusters Score -1516934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1516934.250000 Penalty: 3078.353760
	Iteration 42Q: 3 clusters Score -1516934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1516940.250000 Penalty: 3078.353760
	Iteration 43Q: 3 clusters Score -1516940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1516941.625000 Penalty: 3078.353760
	Iteration 44Q: 3 clusters Score -1516942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1516945.250000 Penalty: 3078.353760
	Iteration 45Q: 3 clusters Score -1516945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1516943.750000 Penalty: 3078.353760
	Iteration 46Q: 3 clusters Score -1516944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1516949.375000 Penalty: 3078.353760
	Iteration 47Q: 3 clusters Score -1516949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1516950.250000 Penalty: 3078.353760
	Iteration 48Q: 3 clusters Score -1516950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1516953.250000 Penalty: 3078.353760
	Iteration 49Q: 3 clusters Score -1516953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1516950.875000 Penalty: 3078.353760
	Iteration 50Q: 3 clusters Score -1516951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1516954.125000 Penalty: 3078.353760
	Iteration 51Q: 3 clusters Score -1516954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1516954.125000 Penalty: 3078.353760
	Iteration 52F: 3 clusters Score -1516954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (106875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106875 members 
Entering Unmasked Estep 
Score: -12478917.000000 Penalty: 1881.655029
	Iteration 0F: 2 clusters Score -1.247892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -12412992.000000 Penalty: 3763.310059
	Iteration 0F: 3 clusters Score -1.241299e+07 nChanged 51014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -12442830.000000 Penalty: 3763.310059
	Iteration 1F: 3 clusters Score -1.244283e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -12443778.000000 Penalty: 3763.310059
	Iteration 2Q: 3 clusters Score -1.244378e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -12444881.000000 Penalty: 3763.310059
	Iteration 3Q: 3 clusters Score -1.244488e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -12446335.000000 Penalty: 3763.310059
	Iteration 4Q: 3 clusters Score -1.244634e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -12448221.000000 Penalty: 3763.310059
	Iteration 5Q: 3 clusters Score -1.244822e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -12451038.000000 Penalty: 3763.310059
	Iteration 6Q: 3 clusters Score -1.245104e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -12455068.000000 Penalty: 3763.310059
	Iteration 7F: 3 clusters Score -1.245507e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -12460669.000000 Penalty: 3763.310059
	Iteration 8F: 3 clusters Score -1.246067e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -12465797.000000 Penalty: 3763.310059
	Iteration 9F: 3 clusters Score -1.24658e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -12468485.000000 Penalty: 3763.310059
	Iteration 10F: 3 clusters Score -1.246848e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -12469573.000000 Penalty: 3763.310059
	Iteration 11Q: 3 clusters Score -1.246957e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -12470322.000000 Penalty: 3763.310059
	Iteration 12Q: 3 clusters Score -1.247032e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -12470844.000000 Penalty: 3763.310059
	Iteration 13Q: 3 clusters Score -1.247084e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -12471381.000000 Penalty: 3763.310059
	Iteration 14Q: 3 clusters Score -1.247138e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -12471873.000000 Penalty: 3763.310059
	Iteration 15Q: 3 clusters Score -1.247187e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -12472269.000000 Penalty: 3763.310059
	Iteration 16Q: 3 clusters Score -1.247227e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -12472560.000000 Penalty: 3763.310059
	Iteration 17Q: 3 clusters Score -1.247256e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -12472765.000000 Penalty: 3763.310059
	Iteration 18Q: 3 clusters Score -1.247276e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -12472990.000000 Penalty: 3763.310059
	Iteration 19Q: 3 clusters Score -1.247299e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -12473126.000000 Penalty: 3763.310059
	Iteration 20F: 3 clusters Score -1.247313e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -12473220.000000 Penalty: 3763.310059
	Iteration 21Q: 3 clusters Score -1.247322e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -12473315.000000 Penalty: 3763.310059
	Iteration 22Q: 3 clusters Score -1.247332e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -12473406.000000 Penalty: 3763.310059
	Iteration 23Q: 3 clusters Score -1.247341e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -12473432.000000 Penalty: 3763.310059
	Iteration 24Q: 3 clusters Score -1.247343e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -12473464.000000 Penalty: 3763.310059
	Iteration 25Q: 3 clusters Score -1.247346e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -12473555.000000 Penalty: 3763.310059
	Iteration 26Q: 3 clusters Score -1.247356e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -12473599.000000 Penalty: 3763.310059
	Iteration 27Q: 3 clusters Score -1.24736e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -12473626.000000 Penalty: 3763.310059
	Iteration 28Q: 3 clusters Score -1.247363e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -12473647.000000 Penalty: 3763.310059
	Iteration 29Q: 3 clusters Score -1.247365e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -12473656.000000 Penalty: 3763.310059
	Iteration 30Q: 3 clusters Score -1.247366e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -12473621.000000 Penalty: 3763.310059
	Iteration 31Q: 3 clusters Score -1.247362e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -12473665.000000 Penalty: 3763.310059
	Iteration 32Q: 3 clusters Score -1.247366e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -12473749.000000 Penalty: 3763.310059
	Iteration 33Q: 3 clusters Score -1.247375e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -12473919.000000 Penalty: 3763.310059
	Iteration 34Q: 3 clusters Score -1.247392e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 73532 members 
Entering Unmasked Estep 
Score: -12473965.000000 Penalty: 3763.310059
	Iteration 35Q: 3 clusters Score -1.247396e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -12473965.000000 Penalty: 3763.310059
	Iteration 36Q: 3 clusters Score -1.247396e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -12474036.000000 Penalty: 3763.310059
	Iteration 37Q: 3 clusters Score -1.247404e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -12474127.000000 Penalty: 3763.310059
	Iteration 38Q: 3 clusters Score -1.247413e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -12474166.000000 Penalty: 3763.310059
	Iteration 39Q: 3 clusters Score -1.247417e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -12474171.000000 Penalty: 3763.310059
	Iteration 40F: 3 clusters Score -1.247417e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -12474295.000000 Penalty: 3763.310059
	Iteration 41Q: 3 clusters Score -1.24743e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -12474289.000000 Penalty: 3763.310059
	Iteration 42Q: 3 clusters Score -1.247429e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 77093 members 
Entering Unmasked Estep 
Score: -12474354.000000 Penalty: 3763.310059
	Iteration 43Q: 3 clusters Score -1.247435e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -12474435.000000 Penalty: 3763.310059
	Iteration 44Q: 3 clusters Score -1.247444e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -12474515.000000 Penalty: 3763.310059
	Iteration 45Q: 3 clusters Score -1.247452e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -12474556.000000 Penalty: 3763.310059
	Iteration 46Q: 3 clusters Score -1.247456e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -12474617.000000 Penalty: 3763.310059
	Iteration 47Q: 3 clusters Score -1.247462e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 80178 members 
Entering Unmasked Estep 
Score: -12474713.000000 Penalty: 3763.310059
	Iteration 48Q: 3 clusters Score -1.247471e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -12474797.000000 Penalty: 3763.310059
	Iteration 49Q: 3 clusters Score -1.24748e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -12474906.000000 Penalty: 3763.310059
	Iteration 50Q: 3 clusters Score -1.247491e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -12475009.000000 Penalty: 3763.310059
	Iteration 51Q: 3 clusters Score -1.247501e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -12474987.000000 Penalty: 3763.310059
	Iteration 52Q: 3 clusters Score -1.247499e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -12474995.000000 Penalty: 3763.310059
	Iteration 53Q: 3 clusters Score -1.2475e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -12475031.000000 Penalty: 3763.310059
	Iteration 54Q: 3 clusters Score -1.247503e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -12475046.000000 Penalty: 3763.310059
	Iteration 55Q: 3 clusters Score -1.247505e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 86870 members 
Entering Unmasked Estep 
Score: -12475019.000000 Penalty: 3763.310059
	Iteration 56Q: 3 clusters Score -1.247502e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -12475052.000000 Penalty: 3763.310059
	Iteration 57Q: 3 clusters Score -1.247505e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -12475122.000000 Penalty: 3763.310059
	Iteration 58Q: 3 clusters Score -1.247512e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 89625 members 
Entering Unmasked Estep 
Score: -12475046.000000 Penalty: 3763.310059
	Iteration 59Q: 3 clusters Score -1.247505e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 90521 members 
Entering Unmasked Estep 
Score: -12475106.000000 Penalty: 3763.310059
	Iteration 60F: 3 clusters Score -1.247511e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -12475086.000000 Penalty: 3763.310059
	Iteration 61Q: 3 clusters Score -1.247509e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -12475181.000000 Penalty: 3763.310059
	Iteration 62Q: 3 clusters Score -1.247518e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -12475245.000000 Penalty: 3763.310059
	Iteration 63Q: 3 clusters Score -1.247524e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -12475354.000000 Penalty: 3763.310059
	Iteration 64Q: 3 clusters Score -1.247535e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 95846 members 
Entering Unmasked Estep 
Score: -12475404.000000 Penalty: 3763.310059
	Iteration 65Q: 3 clusters Score -1.24754e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 96983 members 
Entering Unmasked Estep 
Score: -12475550.000000 Penalty: 3763.310059
	Iteration 66Q: 3 clusters Score -1.247555e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -12475713.000000 Penalty: 3763.310059
	Iteration 67Q: 3 clusters Score -1.247571e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -12475842.000000 Penalty: 3763.310059
	Iteration 68Q: 3 clusters Score -1.247584e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 100218 members 
Entering Unmasked Estep 
Score: -12475975.000000 Penalty: 3763.310059
	Iteration 69Q: 3 clusters Score -1.247598e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 101231 members 
Entering Unmasked Estep 
Score: -12476253.000000 Penalty: 3763.310059
	Iteration 70Q: 3 clusters Score -1.247625e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 102118 members 
Entering Unmasked Estep 
Score: -12476547.000000 Penalty: 3763.310059
	Iteration 71Q: 3 clusters Score -1.247655e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 102907 members 
Entering Unmasked Estep 
Score: -12476741.000000 Penalty: 3763.310059
	Iteration 72Q: 3 clusters Score -1.247674e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 103597 members 
Entering Unmasked Estep 
Score: -12476909.000000 Penalty: 3763.310059
	Iteration 73Q: 3 clusters Score -1.247691e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 104157 members 
Entering Unmasked Estep 
Score: -12477038.000000 Penalty: 3763.310059
	Iteration 74Q: 3 clusters Score -1.247704e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
Score: -12477123.000000 Penalty: 3763.310059
	Iteration 75Q: 3 clusters Score -1.247712e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -12477182.000000 Penalty: 3763.310059
	Iteration 76Q: 3 clusters Score -1.247718e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 105234 members 
Entering Unmasked Estep 
Score: -12477240.000000 Penalty: 3763.310059
	Iteration 77Q: 3 clusters Score -1.247724e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -12477290.000000 Penalty: 3763.310059
	Iteration 78Q: 3 clusters Score -1.247729e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -12477340.000000 Penalty: 3763.310059
	Iteration 79Q: 3 clusters Score -1.247734e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 105757 members 
Entering Unmasked Estep 
Score: -12477395.000000 Penalty: 3763.310059
	Iteration 80F: 3 clusters Score -1.24774e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 105877 members 
Entering Unmasked Estep 
Score: -12477417.000000 Penalty: 3763.310059
	Iteration 81Q: 3 clusters Score -1.247742e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 105966 members 
Entering Unmasked Estep 
Score: -12477434.000000 Penalty: 3763.310059
	Iteration 82Q: 3 clusters Score -1.247743e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 106034 members 
Entering Unmasked Estep 
Score: -12477438.000000 Penalty: 3763.310059
	Iteration 83Q: 3 clusters Score -1.247744e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 106096 members 
Entering Unmasked Estep 
Score: -12477467.000000 Penalty: 3763.310059
	Iteration 84Q: 3 clusters Score -1.247747e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -12477456.000000 Penalty: 3763.310059
	Iteration 85Q: 3 clusters Score -1.247746e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 106196 members 
Entering Unmasked Estep 
Score: -12477476.000000 Penalty: 3763.310059
	Iteration 86Q: 3 clusters Score -1.247748e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -12477464.000000 Penalty: 3763.310059
	Iteration 87Q: 3 clusters Score -1.247746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 106258 members 
Entering Unmasked Estep 
Score: -12477478.000000 Penalty: 3763.310059
	Iteration 88Q: 3 clusters Score -1.247748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -12477465.000000 Penalty: 3763.310059
	Iteration 89Q: 3 clusters Score -1.247746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -12477475.000000 Penalty: 3763.310059
	Iteration 90Q: 3 clusters Score -1.247748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -12477488.000000 Penalty: 3763.310059
	Iteration 91Q: 3 clusters Score -1.247749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -12477483.000000 Penalty: 3763.310059
	Iteration 92Q: 3 clusters Score -1.247748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 106327 members 
Entering Unmasked Estep 
Score: -12477498.000000 Penalty: 3763.310059
	Iteration 93Q: 3 clusters Score -1.24775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 106339 members 
Entering Unmasked Estep 
Score: -12477493.000000 Penalty: 3763.310059
	Iteration 94Q: 3 clusters Score -1.247749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 106347 members 
Entering Unmasked Estep 
Score: -12477491.000000 Penalty: 3763.310059
	Iteration 95Q: 3 clusters Score -1.247749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 106351 members 
Entering Unmasked Estep 
Score: -12477486.000000 Penalty: 3763.310059
	Iteration 96Q: 3 clusters Score -1.247749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 106356 members 
Entering Unmasked Estep 
Score: -12477485.000000 Penalty: 3763.310059
	Iteration 97Q: 3 clusters Score -1.247748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 106362 members 
Entering Unmasked Estep 
Score: -12477482.000000 Penalty: 3763.310059
	Iteration 98Q: 3 clusters Score -1.247748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -12477489.000000 Penalty: 3763.310059
	Iteration 99Q: 3 clusters Score -1.247749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -12477485.000000 Penalty: 3763.310059
	Iteration 100F: 3 clusters Score -1.247748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -12477488.000000 Penalty: 3763.310059
	Iteration 101Q: 3 clusters Score -1.247749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 106397 members 
Entering Unmasked Estep 
Score: -12477483.000000 Penalty: 3763.310059
	Iteration 102Q: 3 clusters Score -1.247748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -12477488.000000 Penalty: 3763.310059
	Iteration 103Q: 3 clusters Score -1.247749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -12477484.000000 Penalty: 3763.310059
	Iteration 104Q: 3 clusters Score -1.247748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -12477486.000000 Penalty: 3763.310059
	Iteration 105Q: 3 clusters Score -1.247749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -12477481.000000 Penalty: 3763.310059
	Iteration 106Q: 3 clusters Score -1.247748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 106423 members 
Entering Unmasked Estep 
Score: -12477499.000000 Penalty: 3763.310059
	Iteration 107Q: 3 clusters Score -1.24775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -12477494.000000 Penalty: 3763.310059
	Iteration 108Q: 3 clusters Score -1.247749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 106428 members 
Entering Unmasked Estep 
Score: -12477498.000000 Penalty: 3763.310059
	Iteration 109Q: 3 clusters Score -1.24775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -12477503.000000 Penalty: 3763.310059
	Iteration 110Q: 3 clusters Score -1.24775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -12477505.000000 Penalty: 3763.310059
	Iteration 111Q: 3 clusters Score -1.24775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -12477505.000000 Penalty: 3763.310059
	Iteration 112F: 3 clusters Score -1.24775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Entering Unmasked Estep 
Score: -2233818.750000 Penalty: 1603.097290
	Iteration 0F: 2 clusters Score -2233819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2220741.000000 Penalty: 3206.194580
	Iteration 0F: 3 clusters Score -2220741 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2225231.250000 Penalty: 3206.194580
	Iteration 1F: 3 clusters Score -2225231 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2225556.250000 Penalty: 3206.194580
	Iteration 2Q: 3 clusters Score -2225556 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2225815.750000 Penalty: 3206.194580
	Iteration 3Q: 3 clusters Score -2225816 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2226034.500000 Penalty: 3206.194580
	Iteration 4Q: 3 clusters Score -2226034 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2226278.250000 Penalty: 3206.194580
	Iteration 5Q: 3 clusters Score -2226278 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2226575.250000 Penalty: 3206.194580
	Iteration 6Q: 3 clusters Score -2226575 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2226949.750000 Penalty: 3206.194580
	Iteration 7Q: 3 clusters Score -2226950 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2227417.500000 Penalty: 3206.194580
	Iteration 8Q: 3 clusters Score -2227418 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2227943.500000 Penalty: 3206.194580
	Iteration 9Q: 3 clusters Score -2227944 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2228540.250000 Penalty: 3206.194580
	Iteration 10Q: 3 clusters Score -2228540 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2229139.000000 Penalty: 3206.194580
	Iteration 11Q: 3 clusters Score -2229139 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2229715.750000 Penalty: 3206.194580
	Iteration 12Q: 3 clusters Score -2229716 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2230199.000000 Penalty: 3206.194580
	Iteration 13Q: 3 clusters Score -2230199 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2230561.250000 Penalty: 3206.194580
	Iteration 14Q: 3 clusters Score -2230561 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2230889.000000 Penalty: 3206.194580
	Iteration 15Q: 3 clusters Score -2230889 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2231170.500000 Penalty: 3206.194580
	Iteration 16Q: 3 clusters Score -2231170 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2231408.250000 Penalty: 3206.194580
	Iteration 17Q: 3 clusters Score -2231408 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2231608.250000 Penalty: 3206.194580
	Iteration 18Q: 3 clusters Score -2231608 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2231775.250000 Penalty: 3206.194580
	Iteration 19Q: 3 clusters Score -2231775 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2231898.500000 Penalty: 3206.194580
	Iteration 20F: 3 clusters Score -2231898 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2231987.000000 Penalty: 3206.194580
	Iteration 21Q: 3 clusters Score -2231987 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2232059.500000 Penalty: 3206.194580
	Iteration 22Q: 3 clusters Score -2232060 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2232134.000000 Penalty: 3206.194580
	Iteration 23Q: 3 clusters Score -2232134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2232192.000000 Penalty: 3206.194580
	Iteration 24Q: 3 clusters Score -2232192 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2232240.250000 Penalty: 3206.194580
	Iteration 25Q: 3 clusters Score -2232240 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2232296.000000 Penalty: 3206.194580
	Iteration 26Q: 3 clusters Score -2232296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2232328.000000 Penalty: 3206.194580
	Iteration 27Q: 3 clusters Score -2232328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2232352.500000 Penalty: 3206.194580
	Iteration 28Q: 3 clusters Score -2232352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2232377.500000 Penalty: 3206.194580
	Iteration 29Q: 3 clusters Score -2232378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2232398.750000 Penalty: 3206.194580
	Iteration 30Q: 3 clusters Score -2232399 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2232413.000000 Penalty: 3206.194580
	Iteration 31Q: 3 clusters Score -2232413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2232426.000000 Penalty: 3206.194580
	Iteration 32Q: 3 clusters Score -2232426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2232435.250000 Penalty: 3206.194580
	Iteration 33Q: 3 clusters Score -2232435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2232450.500000 Penalty: 3206.194580
	Iteration 34Q: 3 clusters Score -2232450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2232453.250000 Penalty: 3206.194580
	Iteration 35Q: 3 clusters Score -2232453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2232463.750000 Penalty: 3206.194580
	Iteration 36Q: 3 clusters Score -2232464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2232472.750000 Penalty: 3206.194580
	Iteration 37Q: 3 clusters Score -2232473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2232479.750000 Penalty: 3206.194580
	Iteration 38Q: 3 clusters Score -2232480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2232480.750000 Penalty: 3206.194580
	Iteration 39Q: 3 clusters Score -2232481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2232485.750000 Penalty: 3206.194580
	Iteration 40F: 3 clusters Score -2232486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2232491.750000 Penalty: 3206.194580
	Iteration 41Q: 3 clusters Score -2232492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2232493.250000 Penalty: 3206.194580
	Iteration 42Q: 3 clusters Score -2232493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2232493.750000 Penalty: 3206.194580
	Iteration 43Q: 3 clusters Score -2232494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2232497.500000 Penalty: 3206.194580
	Iteration 44Q: 3 clusters Score -2232498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2232499.000000 Penalty: 3206.194580
	Iteration 45Q: 3 clusters Score -2232499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2232500.250000 Penalty: 3206.194580
	Iteration 46Q: 3 clusters Score -2232500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2232500.000000 Penalty: 3206.194580
	Iteration 47Q: 3 clusters Score -2232500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2232501.000000 Penalty: 3206.194580
	Iteration 48Q: 3 clusters Score -2232501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2232498.750000 Penalty: 3206.194580
	Iteration 49Q: 3 clusters Score -2232499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2232501.500000 Penalty: 3206.194580
	Iteration 50Q: 3 clusters Score -2232502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2232503.500000 Penalty: 3206.194580
	Iteration 51Q: 3 clusters Score -2232504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2232505.500000 Penalty: 3206.194580
	Iteration 52Q: 3 clusters Score -2232506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2232510.500000 Penalty: 3206.194580
	Iteration 53Q: 3 clusters Score -2232510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2232508.750000 Penalty: 3206.194580
	Iteration 54Q: 3 clusters Score -2232509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2232508.750000 Penalty: 3206.194580
	Iteration 55Q: 3 clusters Score -2232509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2232510.250000 Penalty: 3206.194580
	Iteration 56Q: 3 clusters Score -2232510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2232513.500000 Penalty: 3206.194580
	Iteration 57Q: 3 clusters Score -2232514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2232511.250000 Penalty: 3206.194580
	Iteration 58Q: 3 clusters Score -2232511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2232511.250000 Penalty: 3206.194580
	Iteration 59F: 3 clusters Score -2232511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -325126.843750 Penalty: 1290.229126
	Iteration 0F: 2 clusters Score -325126.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -322525.437500 Penalty: 2580.458252
	Iteration 0F: 3 clusters Score -322525.4 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -323141.375000 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -323141.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -323271.281250 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -323271.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -323377.125000 Penalty: 2580.458252
	Iteration 3Q: 3 clusters Score -323377.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -323463.562500 Penalty: 2580.458252
	Iteration 4Q: 3 clusters Score -323463.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -323539.781250 Penalty: 2580.458252
	Iteration 5Q: 3 clusters Score -323539.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -323608.187500 Penalty: 2580.458252
	Iteration 6Q: 3 clusters Score -323608.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -323666.375000 Penalty: 2580.458252
	Iteration 7Q: 3 clusters Score -323666.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -323710.343750 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -323710.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -323737.406250 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -323737.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -323764.437500 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -323764.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -323779.062500 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -323779.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -323793.156250 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -323793.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -323812.656250 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -323812.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -323832.562500 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -323832.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -323861.343750 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -323861.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -323884.843750 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -323884.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -323905.437500 Penalty: 2580.458252
	Iteration 17Q: 3 clusters Score -323905.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -323922.687500 Penalty: 2580.458252
	Iteration 18Q: 3 clusters Score -323922.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -323932.125000 Penalty: 2580.458252
	Iteration 19Q: 3 clusters Score -323932.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -323944.843750 Penalty: 2580.458252
	Iteration 20F: 3 clusters Score -323944.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -323952.406250 Penalty: 2580.458252
	Iteration 21Q: 3 clusters Score -323952.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -323956.781250 Penalty: 2580.458252
	Iteration 22Q: 3 clusters Score -323956.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -323963.031250 Penalty: 2580.458252
	Iteration 23Q: 3 clusters Score -323963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -323968.906250 Penalty: 2580.458252
	Iteration 24Q: 3 clusters Score -323968.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -323974.875000 Penalty: 2580.458252
	Iteration 25Q: 3 clusters Score -323974.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -323979.250000 Penalty: 2580.458252
	Iteration 26Q: 3 clusters Score -323979.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -323982.406250 Penalty: 2580.458252
	Iteration 27Q: 3 clusters Score -323982.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -323985.000000 Penalty: 2580.458252
	Iteration 28Q: 3 clusters Score -323985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -323989.843750 Penalty: 2580.458252
	Iteration 29Q: 3 clusters Score -323989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -323993.906250 Penalty: 2580.458252
	Iteration 30Q: 3 clusters Score -323993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -323997.218750 Penalty: 2580.458252
	Iteration 31Q: 3 clusters Score -323997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -323998.625000 Penalty: 2580.458252
	Iteration 32Q: 3 clusters Score -323998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -324000.750000 Penalty: 2580.458252
	Iteration 33Q: 3 clusters Score -324000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -324003.218750 Penalty: 2580.458252
	Iteration 34Q: 3 clusters Score -324003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -324005.343750 Penalty: 2580.458252
	Iteration 35Q: 3 clusters Score -324005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -324007.593750 Penalty: 2580.458252
	Iteration 36Q: 3 clusters Score -324007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -324009.218750 Penalty: 2580.458252
	Iteration 37Q: 3 clusters Score -324009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -324010.156250 Penalty: 2580.458252
	Iteration 38Q: 3 clusters Score -324010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -324011.000000 Penalty: 2580.458252
	Iteration 39Q: 3 clusters Score -324011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -324012.093750 Penalty: 2580.458252
	Iteration 40F: 3 clusters Score -324012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -324013.156250 Penalty: 2580.458252
	Iteration 41Q: 3 clusters Score -324013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -324013.468750 Penalty: 2580.458252
	Iteration 42Q: 3 clusters Score -324013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -324013.468750 Penalty: 2580.458252
	Iteration 43F: 3 clusters Score -324013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -41126.511719 Penalty: 978.416260
	Iteration 0F: 2 clusters Score -41126.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40221.339844 Penalty: 1956.832520
	Iteration 0F: 3 clusters Score -40221.34 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40361.570312 Penalty: 1956.832520
	Iteration 1F: 3 clusters Score -40361.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40441.527344 Penalty: 1956.832520
	Iteration 2F: 3 clusters Score -40441.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40509.472656 Penalty: 1956.832520
	Iteration 3F: 3 clusters Score -40509.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -40584.734375 Penalty: 1956.832520
	Iteration 4F: 3 clusters Score -40584.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -40650.492188 Penalty: 1956.832520
	Iteration 5Q: 3 clusters Score -40650.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -40701.089844 Penalty: 1956.832520
	Iteration 6Q: 3 clusters Score -40701.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -40745.000000 Penalty: 1956.832520
	Iteration 7Q: 3 clusters Score -40745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -40756.425781 Penalty: 1956.832520
	Iteration 8Q: 3 clusters Score -40756.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -40757.429688 Penalty: 1956.832520
	Iteration 9Q: 3 clusters Score -40757.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -40757.429688 Penalty: 1956.832520
	Iteration 10F: 3 clusters Score -40757.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Entering Unmasked Estep 
Score: -7999134.000000 Penalty: 1809.766357
	Iteration 0F: 2 clusters Score -7999134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -7953474.500000 Penalty: 3619.532715
	Iteration 0F: 3 clusters Score -7953474 nChanged 32598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -7972361.500000 Penalty: 3619.532715
	Iteration 1F: 3 clusters Score -7972362 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -7973196.500000 Penalty: 3619.532715
	Iteration 2Q: 3 clusters Score -7973196 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -7974164.000000 Penalty: 3619.532715
	Iteration 3Q: 3 clusters Score -7974164 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -7975297.000000 Penalty: 3619.532715
	Iteration 4Q: 3 clusters Score -7975297 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -7976742.500000 Penalty: 3619.532715
	Iteration 5Q: 3 clusters Score -7976742 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -7978651.500000 Penalty: 3619.532715
	Iteration 6F: 3 clusters Score -7978652 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -7981126.000000 Penalty: 3619.532715
	Iteration 7F: 3 clusters Score -7981126 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -7983973.000000 Penalty: 3619.532715
	Iteration 8F: 3 clusters Score -7983973 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -7986557.500000 Penalty: 3619.532715
	Iteration 9F: 3 clusters Score -7986558 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -7988066.000000 Penalty: 3619.532715
	Iteration 10Q: 3 clusters Score -7988066 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -7988865.500000 Penalty: 3619.532715
	Iteration 11Q: 3 clusters Score -7988866 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -7989321.500000 Penalty: 3619.532715
	Iteration 12Q: 3 clusters Score -7989322 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -7989678.000000 Penalty: 3619.532715
	Iteration 13Q: 3 clusters Score -7989678 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -7989946.500000 Penalty: 3619.532715
	Iteration 14Q: 3 clusters Score -7989946 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -7990165.000000 Penalty: 3619.532715
	Iteration 15Q: 3 clusters Score -7990165 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -7990443.000000 Penalty: 3619.532715
	Iteration 16Q: 3 clusters Score -7990443 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -7990702.500000 Penalty: 3619.532715
	Iteration 17Q: 3 clusters Score -7990702 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -7991039.000000 Penalty: 3619.532715
	Iteration 18Q: 3 clusters Score -7991039 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -7991384.500000 Penalty: 3619.532715
	Iteration 19Q: 3 clusters Score -7991384 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -7991743.500000 Penalty: 3619.532715
	Iteration 20F: 3 clusters Score -7991744 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -7992190.500000 Penalty: 3619.532715
	Iteration 21Q: 3 clusters Score -7992190 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -7992646.000000 Penalty: 3619.532715
	Iteration 22Q: 3 clusters Score -7992646 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -7993111.000000 Penalty: 3619.532715
	Iteration 23Q: 3 clusters Score -7993111 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -7993518.000000 Penalty: 3619.532715
	Iteration 24Q: 3 clusters Score -7993518 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -7993963.000000 Penalty: 3619.532715
	Iteration 25Q: 3 clusters Score -7993963 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -7994307.000000 Penalty: 3619.532715
	Iteration 26Q: 3 clusters Score -7994307 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -7994678.500000 Penalty: 3619.532715
	Iteration 27Q: 3 clusters Score -7994678 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -7995040.500000 Penalty: 3619.532715
	Iteration 28Q: 3 clusters Score -7995040 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -7995417.000000 Penalty: 3619.532715
	Iteration 29Q: 3 clusters Score -7995417 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -7995782.500000 Penalty: 3619.532715
	Iteration 30Q: 3 clusters Score -7995782 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -7996135.000000 Penalty: 3619.532715
	Iteration 31Q: 3 clusters Score -7996135 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -7996363.500000 Penalty: 3619.532715
	Iteration 32Q: 3 clusters Score -7996364 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -7996617.000000 Penalty: 3619.532715
	Iteration 33Q: 3 clusters Score -7996617 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7996845.500000 Penalty: 3619.532715
	Iteration 34Q: 3 clusters Score -7996846 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7997052.500000 Penalty: 3619.532715
	Iteration 35Q: 3 clusters Score -7997052 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7997161.500000 Penalty: 3619.532715
	Iteration 36Q: 3 clusters Score -7997162 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7997255.500000 Penalty: 3619.532715
	Iteration 37Q: 3 clusters Score -7997256 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7997355.000000 Penalty: 3619.532715
	Iteration 38Q: 3 clusters Score -7997355 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7997447.000000 Penalty: 3619.532715
	Iteration 39Q: 3 clusters Score -7997447 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7997512.500000 Penalty: 3619.532715
	Iteration 40F: 3 clusters Score -7997512 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7997557.500000 Penalty: 3619.532715
	Iteration 41Q: 3 clusters Score -7997558 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7997581.000000 Penalty: 3619.532715
	Iteration 42Q: 3 clusters Score -7997581 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7997609.000000 Penalty: 3619.532715
	Iteration 43Q: 3 clusters Score -7997609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67463 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7997648.500000 Penalty: 3619.532715
	Iteration 44Q: 3 clusters Score -7997648 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7997669.500000 Penalty: 3619.532715
	Iteration 45Q: 3 clusters Score -7997670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7997685.000000 Penalty: 3619.532715
	Iteration 46Q: 3 clusters Score -7997685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7997697.000000 Penalty: 3619.532715
	Iteration 47Q: 3 clusters Score -7997697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7997706.500000 Penalty: 3619.532715
	Iteration 48Q: 3 clusters Score -7997706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7997700.500000 Penalty: 3619.532715
	Iteration 49Q: 3 clusters Score -7997700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67747 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7997711.000000 Penalty: 3619.532715
	Iteration 50Q: 3 clusters Score -7997711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7997716.500000 Penalty: 3619.532715
	Iteration 51Q: 3 clusters Score -7997716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7997721.000000 Penalty: 3619.532715
	Iteration 52Q: 3 clusters Score -7997721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7997728.000000 Penalty: 3619.532715
	Iteration 53Q: 3 clusters Score -7997728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7997740.500000 Penalty: 3619.532715
	Iteration 54Q: 3 clusters Score -7997740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7997730.000000 Penalty: 3619.532715
	Iteration 55Q: 3 clusters Score -7997730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67873 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7997733.000000 Penalty: 3619.532715
	Iteration 56Q: 3 clusters Score -7997733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7997731.000000 Penalty: 3619.532715
	Iteration 57Q: 3 clusters Score -7997731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7997730.000000 Penalty: 3619.532715
	Iteration 58Q: 3 clusters Score -7997730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7997737.000000 Penalty: 3619.532715
	Iteration 59Q: 3 clusters Score -7997737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7997731.000000 Penalty: 3619.532715
	Iteration 60F: 3 clusters Score -7997731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7997735.000000 Penalty: 3619.532715
	Iteration 61Q: 3 clusters Score -7997735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7997731.000000 Penalty: 3619.532715
	Iteration 62Q: 3 clusters Score -7997731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7997729.500000 Penalty: 3619.532715
	Iteration 63Q: 3 clusters Score -7997730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7997728.500000 Penalty: 3619.532715
	Iteration 64Q: 3 clusters Score -7997728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7997730.000000 Penalty: 3619.532715
	Iteration 65Q: 3 clusters Score -7997730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7997731.500000 Penalty: 3619.532715
	Iteration 66Q: 3 clusters Score -7997732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7997738.000000 Penalty: 3619.532715
	Iteration 67Q: 3 clusters Score -7997738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7997734.500000 Penalty: 3619.532715
	Iteration 68Q: 3 clusters Score -7997734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7997732.000000 Penalty: 3619.532715
	Iteration 69Q: 3 clusters Score -7997732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7997728.000000 Penalty: 3619.532715
	Iteration 70Q: 3 clusters Score -7997728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7997730.000000 Penalty: 3619.532715
	Iteration 71Q: 3 clusters Score -7997730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7997733.500000 Penalty: 3619.532715
	Iteration 72Q: 3 clusters Score -7997734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7997733.000000 Penalty: 3619.532715
	Iteration 73Q: 3 clusters Score -7997733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7997738.000000 Penalty: 3619.532715
	Iteration 74Q: 3 clusters Score -7997738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7997731.000000 Penalty: 3619.532715
	Iteration 75Q: 3 clusters Score -7997731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7997736.500000 Penalty: 3619.532715
	Iteration 76Q: 3 clusters Score -7997736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7997734.500000 Penalty: 3619.532715
	Iteration 77Q: 3 clusters Score -7997734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7997738.500000 Penalty: 3619.532715
	Iteration 78Q: 3 clusters Score -7997738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7997737.000000 Penalty: 3619.532715
	Iteration 79Q: 3 clusters Score -7997737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7997737.000000 Penalty: 3619.532715
	Iteration 80F: 3 clusters Score -7997737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98740 members 
Entering Unmasked Estep 
Score: -11549427.000000 Penalty: 1868.789795
	Iteration 0F: 2 clusters Score -1.154943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -11485992.000000 Penalty: 3737.579590
	Iteration 0F: 3 clusters Score -1.148599e+07 nChanged 47175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -11513553.000000 Penalty: 3737.579590
	Iteration 1F: 3 clusters Score -1.151355e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -11514197.000000 Penalty: 3737.579590
	Iteration 2Q: 3 clusters Score -1.15142e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -11514794.000000 Penalty: 3737.579590
	Iteration 3Q: 3 clusters Score -1.151479e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -11515648.000000 Penalty: 3737.579590
	Iteration 4Q: 3 clusters Score -1.151565e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -11516646.000000 Penalty: 3737.579590
	Iteration 5Q: 3 clusters Score -1.151665e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -11518316.000000 Penalty: 3737.579590
	Iteration 6Q: 3 clusters Score -1.151832e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -11520935.000000 Penalty: 3737.579590
	Iteration 7F: 3 clusters Score -1.152094e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -11524579.000000 Penalty: 3737.579590
	Iteration 8F: 3 clusters Score -1.152458e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -11529355.000000 Penalty: 3737.579590
	Iteration 9F: 3 clusters Score -1.152936e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -11534026.000000 Penalty: 3737.579590
	Iteration 10F: 3 clusters Score -1.153403e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 84242 members 
Entering Unmasked Estep 
Score: -11537451.000000 Penalty: 3737.579590
	Iteration 11Q: 3 clusters Score -1.153745e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 86689 members 
Entering Unmasked Estep 
Score: -11539789.000000 Penalty: 3737.579590
	Iteration 12Q: 3 clusters Score -1.153979e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 88362 members 
Entering Unmasked Estep 
Score: -11541088.000000 Penalty: 3737.579590
	Iteration 13Q: 3 clusters Score -1.154109e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -11541922.000000 Penalty: 3737.579590
	Iteration 14Q: 3 clusters Score -1.154192e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 90843 members 
Entering Unmasked Estep 
Score: -11542607.000000 Penalty: 3737.579590
	Iteration 15Q: 3 clusters Score -1.154261e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -11543239.000000 Penalty: 3737.579590
	Iteration 16Q: 3 clusters Score -1.154324e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -11543767.000000 Penalty: 3737.579590
	Iteration 17Q: 3 clusters Score -1.154377e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -11544287.000000 Penalty: 3737.579590
	Iteration 18Q: 3 clusters Score -1.154429e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -11544774.000000 Penalty: 3737.579590
	Iteration 19Q: 3 clusters Score -1.154477e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -11545209.000000 Penalty: 3737.579590
	Iteration 20F: 3 clusters Score -1.154521e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 95534 members 
Entering Unmasked Estep 
Score: -11545631.000000 Penalty: 3737.579590
	Iteration 21Q: 3 clusters Score -1.154563e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 96007 members 
Entering Unmasked Estep 
Score: -11546001.000000 Penalty: 3737.579590
	Iteration 22Q: 3 clusters Score -1.1546e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 96366 members 
Entering Unmasked Estep 
Score: -11546305.000000 Penalty: 3737.579590
	Iteration 23Q: 3 clusters Score -1.15463e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -11546473.000000 Penalty: 3737.579590
	Iteration 24Q: 3 clusters Score -1.154647e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 96921 members 
Entering Unmasked Estep 
Score: -11546693.000000 Penalty: 3737.579590
	Iteration 25Q: 3 clusters Score -1.154669e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -11546870.000000 Penalty: 3737.579590
	Iteration 26Q: 3 clusters Score -1.154687e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -11546985.000000 Penalty: 3737.579590
	Iteration 27Q: 3 clusters Score -1.154698e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 97437 members 
Entering Unmasked Estep 
Score: -11547087.000000 Penalty: 3737.579590
	Iteration 28Q: 3 clusters Score -1.154709e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -11547148.000000 Penalty: 3737.579590
	Iteration 29Q: 3 clusters Score -1.154715e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -11547231.000000 Penalty: 3737.579590
	Iteration 30Q: 3 clusters Score -1.154723e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 97711 members 
Entering Unmasked Estep 
Score: -11547295.000000 Penalty: 3737.579590
	Iteration 31Q: 3 clusters Score -1.15473e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -11547327.000000 Penalty: 3737.579590
	Iteration 32Q: 3 clusters Score -1.154733e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -11547392.000000 Penalty: 3737.579590
	Iteration 33Q: 3 clusters Score -1.154739e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 97874 members 
Entering Unmasked Estep 
Score: -11547426.000000 Penalty: 3737.579590
	Iteration 34Q: 3 clusters Score -1.154743e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 97909 members 
Entering Unmasked Estep 
Score: -11547456.000000 Penalty: 3737.579590
	Iteration 35Q: 3 clusters Score -1.154746e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -11547493.000000 Penalty: 3737.579590
	Iteration 36Q: 3 clusters Score -1.154749e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 97974 members 
Entering Unmasked Estep 
Score: -11547528.000000 Penalty: 3737.579590
	Iteration 37Q: 3 clusters Score -1.154753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 97990 members 
Entering Unmasked Estep 
Score: -11547522.000000 Penalty: 3737.579590
	Iteration 38Q: 3 clusters Score -1.154752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 98008 members 
Entering Unmasked Estep 
Score: -11547539.000000 Penalty: 3737.579590
	Iteration 39Q: 3 clusters Score -1.154754e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 98026 members 
Entering Unmasked Estep 
Score: -11547550.000000 Penalty: 3737.579590
	Iteration 40F: 3 clusters Score -1.154755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -11547574.000000 Penalty: 3737.579590
	Iteration 41Q: 3 clusters Score -1.154757e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 98055 members 
Entering Unmasked Estep 
Score: -11547592.000000 Penalty: 3737.579590
	Iteration 42Q: 3 clusters Score -1.154759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -11547609.000000 Penalty: 3737.579590
	Iteration 43Q: 3 clusters Score -1.154761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 98072 members 
Entering Unmasked Estep 
Score: -11547621.000000 Penalty: 3737.579590
	Iteration 44Q: 3 clusters Score -1.154762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -11547628.000000 Penalty: 3737.579590
	Iteration 45Q: 3 clusters Score -1.154763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 98080 members 
Entering Unmasked Estep 
Score: -11547630.000000 Penalty: 3737.579590
	Iteration 46Q: 3 clusters Score -1.154763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 98085 members 
Entering Unmasked Estep 
Score: -11547630.000000 Penalty: 3737.579590
	Iteration 47Q: 3 clusters Score -1.154763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 98091 members 
Entering Unmasked Estep 
Score: -11547626.000000 Penalty: 3737.579590
	Iteration 48Q: 3 clusters Score -1.154763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -11547625.000000 Penalty: 3737.579590
	Iteration 49Q: 3 clusters Score -1.154762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 98100 members 
Entering Unmasked Estep 
Score: -11547635.000000 Penalty: 3737.579590
	Iteration 50Q: 3 clusters Score -1.154764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 98108 members 
Entering Unmasked Estep 
Score: -11547644.000000 Penalty: 3737.579590
	Iteration 51Q: 3 clusters Score -1.154764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -11547656.000000 Penalty: 3737.579590
	Iteration 52Q: 3 clusters Score -1.154766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -11547653.000000 Penalty: 3737.579590
	Iteration 53Q: 3 clusters Score -1.154765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -11547659.000000 Penalty: 3737.579590
	Iteration 54Q: 3 clusters Score -1.154766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 98131 members 
Entering Unmasked Estep 
Score: -11547660.000000 Penalty: 3737.579590
	Iteration 55Q: 3 clusters Score -1.154766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -11547663.000000 Penalty: 3737.579590
	Iteration 56Q: 3 clusters Score -1.154766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 98136 members 
Entering Unmasked Estep 
Score: -11547669.000000 Penalty: 3737.579590
	Iteration 57Q: 3 clusters Score -1.154767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 98137 members 
Entering Unmasked Estep 
Score: -11547675.000000 Penalty: 3737.579590
	Iteration 58Q: 3 clusters Score -1.154768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -11547669.000000 Penalty: 3737.579590
	Iteration 59Q: 3 clusters Score -1.154767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -11547676.000000 Penalty: 3737.579590
	Iteration 60F: 3 clusters Score -1.154768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -11547678.000000 Penalty: 3737.579590
	Iteration 61Q: 3 clusters Score -1.154768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -11547668.000000 Penalty: 3737.579590
	Iteration 62Q: 3 clusters Score -1.154767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -11547668.000000 Penalty: 3737.579590
	Iteration 63F: 3 clusters Score -1.154767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Entering Unmasked Estep 
Score: -1483861.375000 Penalty: 1536.082642
	Iteration 0F: 2 clusters Score -1483861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1474915.875000 Penalty: 3072.165283
	Iteration 0F: 3 clusters Score -1474916 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1477914.250000 Penalty: 3072.165283
	Iteration 1F: 3 clusters Score -1477914 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1478213.000000 Penalty: 3072.165283
	Iteration 2F: 3 clusters Score -1478213 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1478520.750000 Penalty: 3072.165283
	Iteration 3Q: 3 clusters Score -1478521 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1478844.625000 Penalty: 3072.165283
	Iteration 4Q: 3 clusters Score -1478845 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1479173.625000 Penalty: 3072.165283
	Iteration 5Q: 3 clusters Score -1479174 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1479521.625000 Penalty: 3072.165283
	Iteration 6Q: 3 clusters Score -1479522 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1479861.250000 Penalty: 3072.165283
	Iteration 7Q: 3 clusters Score -1479861 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1480191.250000 Penalty: 3072.165283
	Iteration 8Q: 3 clusters Score -1480191 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1480523.875000 Penalty: 3072.165283
	Iteration 9Q: 3 clusters Score -1480524 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1480834.625000 Penalty: 3072.165283
	Iteration 10Q: 3 clusters Score -1480835 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1481066.500000 Penalty: 3072.165283
	Iteration 11Q: 3 clusters Score -1481066 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1481231.000000 Penalty: 3072.165283
	Iteration 12Q: 3 clusters Score -1481231 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1481319.875000 Penalty: 3072.165283
	Iteration 13Q: 3 clusters Score -1481320 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1481397.750000 Penalty: 3072.165283
	Iteration 14Q: 3 clusters Score -1481398 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1481456.750000 Penalty: 3072.165283
	Iteration 15Q: 3 clusters Score -1481457 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1481507.750000 Penalty: 3072.165283
	Iteration 16Q: 3 clusters Score -1481508 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1481565.625000 Penalty: 3072.165283
	Iteration 17Q: 3 clusters Score -1481566 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1481613.375000 Penalty: 3072.165283
	Iteration 18Q: 3 clusters Score -1481613 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1481657.250000 Penalty: 3072.165283
	Iteration 19Q: 3 clusters Score -1481657 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1481699.625000 Penalty: 3072.165283
	Iteration 20F: 3 clusters Score -1481700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1481739.375000 Penalty: 3072.165283
	Iteration 21Q: 3 clusters Score -1481739 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1481773.750000 Penalty: 3072.165283
	Iteration 22Q: 3 clusters Score -1481774 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1481808.625000 Penalty: 3072.165283
	Iteration 23Q: 3 clusters Score -1481809 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1481839.125000 Penalty: 3072.165283
	Iteration 24Q: 3 clusters Score -1481839 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1481867.500000 Penalty: 3072.165283
	Iteration 25Q: 3 clusters Score -1481868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1481893.875000 Penalty: 3072.165283
	Iteration 26Q: 3 clusters Score -1481894 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1481913.625000 Penalty: 3072.165283
	Iteration 27Q: 3 clusters Score -1481914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1481931.125000 Penalty: 3072.165283
	Iteration 28Q: 3 clusters Score -1481931 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1481945.375000 Penalty: 3072.165283
	Iteration 29Q: 3 clusters Score -1481945 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1481969.875000 Penalty: 3072.165283
	Iteration 30Q: 3 clusters Score -1481970 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1481982.250000 Penalty: 3072.165283
	Iteration 31Q: 3 clusters Score -1481982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1481996.125000 Penalty: 3072.165283
	Iteration 32Q: 3 clusters Score -1481996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1482010.625000 Penalty: 3072.165283
	Iteration 33Q: 3 clusters Score -1482011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1482028.875000 Penalty: 3072.165283
	Iteration 34Q: 3 clusters Score -1482029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1482037.000000 Penalty: 3072.165283
	Iteration 35Q: 3 clusters Score -1482037 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1482043.625000 Penalty: 3072.165283
	Iteration 36Q: 3 clusters Score -1482044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1482055.375000 Penalty: 3072.165283
	Iteration 37Q: 3 clusters Score -1482055 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1482062.625000 Penalty: 3072.165283
	Iteration 38Q: 3 clusters Score -1482063 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1482074.875000 Penalty: 3072.165283
	Iteration 39Q: 3 clusters Score -1482075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1482083.625000 Penalty: 3072.165283
	Iteration 40F: 3 clusters Score -1482084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1482094.625000 Penalty: 3072.165283
	Iteration 41Q: 3 clusters Score -1482095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1482098.125000 Penalty: 3072.165283
	Iteration 42Q: 3 clusters Score -1482098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1482101.125000 Penalty: 3072.165283
	Iteration 43Q: 3 clusters Score -1482101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1482107.000000 Penalty: 3072.165283
	Iteration 44Q: 3 clusters Score -1482107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1482113.625000 Penalty: 3072.165283
	Iteration 45Q: 3 clusters Score -1482114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1482115.625000 Penalty: 3072.165283
	Iteration 46Q: 3 clusters Score -1482116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1482119.000000 Penalty: 3072.165283
	Iteration 47Q: 3 clusters Score -1482119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1482125.000000 Penalty: 3072.165283
	Iteration 48Q: 3 clusters Score -1482125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1482133.500000 Penalty: 3072.165283
	Iteration 49Q: 3 clusters Score -1482134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1482138.250000 Penalty: 3072.165283
	Iteration 50Q: 3 clusters Score -1482138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1482143.250000 Penalty: 3072.165283
	Iteration 51Q: 3 clusters Score -1482143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1482150.625000 Penalty: 3072.165283
	Iteration 52Q: 3 clusters Score -1482151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1482159.500000 Penalty: 3072.165283
	Iteration 53Q: 3 clusters Score -1482160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1482163.875000 Penalty: 3072.165283
	Iteration 54Q: 3 clusters Score -1482164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1482169.375000 Penalty: 3072.165283
	Iteration 55Q: 3 clusters Score -1482169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1482175.250000 Penalty: 3072.165283
	Iteration 56Q: 3 clusters Score -1482175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1482178.750000 Penalty: 3072.165283
	Iteration 57Q: 3 clusters Score -1482179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1482188.250000 Penalty: 3072.165283
	Iteration 58Q: 3 clusters Score -1482188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1482191.250000 Penalty: 3072.165283
	Iteration 59Q: 3 clusters Score -1482191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1482202.125000 Penalty: 3072.165283
	Iteration 60F: 3 clusters Score -1482202 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1482212.750000 Penalty: 3072.165283
	Iteration 61Q: 3 clusters Score -1482213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1482225.125000 Penalty: 3072.165283
	Iteration 62Q: 3 clusters Score -1482225 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1482236.000000 Penalty: 3072.165283
	Iteration 63Q: 3 clusters Score -1482236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1482247.875000 Penalty: 3072.165283
	Iteration 64Q: 3 clusters Score -1482248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1482266.125000 Penalty: 3072.165283
	Iteration 65Q: 3 clusters Score -1482266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1482272.000000 Penalty: 3072.165283
	Iteration 66Q: 3 clusters Score -1482272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1482281.000000 Penalty: 3072.165283
	Iteration 67Q: 3 clusters Score -1482281 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1482295.000000 Penalty: 3072.165283
	Iteration 68Q: 3 clusters Score -1482295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1482302.125000 Penalty: 3072.165283
	Iteration 69Q: 3 clusters Score -1482302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1482311.250000 Penalty: 3072.165283
	Iteration 70Q: 3 clusters Score -1482311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1482318.750000 Penalty: 3072.165283
	Iteration 71Q: 3 clusters Score -1482319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1482327.750000 Penalty: 3072.165283
	Iteration 72Q: 3 clusters Score -1482328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1482337.125000 Penalty: 3072.165283
	Iteration 73Q: 3 clusters Score -1482337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1482348.750000 Penalty: 3072.165283
	Iteration 74Q: 3 clusters Score -1482349 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1482370.375000 Penalty: 3072.165283
	Iteration 75Q: 3 clusters Score -1482370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1482396.125000 Penalty: 3072.165283
	Iteration 76Q: 3 clusters Score -1482396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1482425.625000 Penalty: 3072.165283
	Iteration 77Q: 3 clusters Score -1482426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1482458.250000 Penalty: 3072.165283
	Iteration 78Q: 3 clusters Score -1482458 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1482481.125000 Penalty: 3072.165283
	Iteration 79Q: 3 clusters Score -1482481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1482501.250000 Penalty: 3072.165283
	Iteration 80F: 3 clusters Score -1482501 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1482526.250000 Penalty: 3072.165283
	Iteration 81Q: 3 clusters Score -1482526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1482557.250000 Penalty: 3072.165283
	Iteration 82Q: 3 clusters Score -1482557 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1482584.625000 Penalty: 3072.165283
	Iteration 83Q: 3 clusters Score -1482585 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1482610.500000 Penalty: 3072.165283
	Iteration 84Q: 3 clusters Score -1482610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1482637.250000 Penalty: 3072.165283
	Iteration 85Q: 3 clusters Score -1482637 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1482659.000000 Penalty: 3072.165283
	Iteration 86Q: 3 clusters Score -1482659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1482682.375000 Penalty: 3072.165283
	Iteration 87Q: 3 clusters Score -1482682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1482702.750000 Penalty: 3072.165283
	Iteration 88Q: 3 clusters Score -1482703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1482727.250000 Penalty: 3072.165283
	Iteration 89Q: 3 clusters Score -1482727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1482755.875000 Penalty: 3072.165283
	Iteration 90Q: 3 clusters Score -1482756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1482773.750000 Penalty: 3072.165283
	Iteration 91Q: 3 clusters Score -1482774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1482797.250000 Penalty: 3072.165283
	Iteration 92Q: 3 clusters Score -1482797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1482826.750000 Penalty: 3072.165283
	Iteration 93Q: 3 clusters Score -1482827 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1482840.875000 Penalty: 3072.165283
	Iteration 94Q: 3 clusters Score -1482841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1482858.500000 Penalty: 3072.165283
	Iteration 95Q: 3 clusters Score -1482858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1482873.750000 Penalty: 3072.165283
	Iteration 96Q: 3 clusters Score -1482874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1482890.375000 Penalty: 3072.165283
	Iteration 97Q: 3 clusters Score -1482890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1482911.875000 Penalty: 3072.165283
	Iteration 98Q: 3 clusters Score -1482912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1482931.000000 Penalty: 3072.165283
	Iteration 99Q: 3 clusters Score -1482931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1482958.000000 Penalty: 3072.165283
	Iteration 100F: 3 clusters Score -1482958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1482993.000000 Penalty: 3072.165283
	Iteration 101Q: 3 clusters Score -1482993 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1483017.750000 Penalty: 3072.165283
	Iteration 102Q: 3 clusters Score -1483018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1483034.250000 Penalty: 3072.165283
	Iteration 103Q: 3 clusters Score -1483034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1483046.500000 Penalty: 3072.165283
	Iteration 104Q: 3 clusters Score -1483046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1483063.375000 Penalty: 3072.165283
	Iteration 105Q: 3 clusters Score -1483063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1483075.250000 Penalty: 3072.165283
	Iteration 106Q: 3 clusters Score -1483075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1483081.125000 Penalty: 3072.165283
	Iteration 107Q: 3 clusters Score -1483081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1483084.375000 Penalty: 3072.165283
	Iteration 108Q: 3 clusters Score -1483084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1483089.500000 Penalty: 3072.165283
	Iteration 109Q: 3 clusters Score -1483090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1483094.750000 Penalty: 3072.165283
	Iteration 110Q: 3 clusters Score -1483095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1483101.000000 Penalty: 3072.165283
	Iteration 111Q: 3 clusters Score -1483101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1483105.625000 Penalty: 3072.165283
	Iteration 112Q: 3 clusters Score -1483106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1483108.375000 Penalty: 3072.165283
	Iteration 113Q: 3 clusters Score -1483108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1483113.000000 Penalty: 3072.165283
	Iteration 114Q: 3 clusters Score -1483113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1483116.750000 Penalty: 3072.165283
	Iteration 115Q: 3 clusters Score -1483117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1483118.250000 Penalty: 3072.165283
	Iteration 116Q: 3 clusters Score -1483118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1483119.250000 Penalty: 3072.165283
	Iteration 117Q: 3 clusters Score -1483119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1483120.375000 Penalty: 3072.165283
	Iteration 118Q: 3 clusters Score -1483120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1483120.375000 Penalty: 3072.165283
	Iteration 119F: 3 clusters Score -1483120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (110013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110013 members 
Entering Unmasked Estep 
Score: -12913816.000000 Penalty: 1886.357422
	Iteration 0F: 2 clusters Score -1.291382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -12844326.000000 Penalty: 3772.714844
	Iteration 0F: 3 clusters Score -1.284433e+07 nChanged 52794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -12874917.000000 Penalty: 3772.714844
	Iteration 1F: 3 clusters Score -1.287492e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -12875525.000000 Penalty: 3772.714844
	Iteration 2Q: 3 clusters Score -1.287552e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -12876413.000000 Penalty: 3772.714844
	Iteration 3Q: 3 clusters Score -1.287641e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -12877645.000000 Penalty: 3772.714844
	Iteration 4Q: 3 clusters Score -1.287764e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -12879579.000000 Penalty: 3772.714844
	Iteration 5Q: 3 clusters Score -1.287958e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -12882658.000000 Penalty: 3772.714844
	Iteration 6Q: 3 clusters Score -1.288266e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70971 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -12887243.000000 Penalty: 3772.714844
	Iteration 7F: 3 clusters Score -1.288724e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -12892655.000000 Penalty: 3772.714844
	Iteration 8F: 3 clusters Score -1.289266e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -12896654.000000 Penalty: 3772.714844
	Iteration 9F: 3 clusters Score -1.289665e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -12898834.000000 Penalty: 3772.714844
	Iteration 10Q: 3 clusters Score -1.289883e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -12899713.000000 Penalty: 3772.714844
	Iteration 11Q: 3 clusters Score -1.289971e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -12900167.000000 Penalty: 3772.714844
	Iteration 12Q: 3 clusters Score -1.290017e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -12900428.000000 Penalty: 3772.714844
	Iteration 13Q: 3 clusters Score -1.290043e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85357 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -12900698.000000 Penalty: 3772.714844
	Iteration 14Q: 3 clusters Score -1.29007e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -12900974.000000 Penalty: 3772.714844
	Iteration 15Q: 3 clusters Score -1.290097e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -12901168.000000 Penalty: 3772.714844
	Iteration 16Q: 3 clusters Score -1.290117e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -12901474.000000 Penalty: 3772.714844
	Iteration 17Q: 3 clusters Score -1.290147e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -12901781.000000 Penalty: 3772.714844
	Iteration 18Q: 3 clusters Score -1.290178e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -12902084.000000 Penalty: 3772.714844
	Iteration 19Q: 3 clusters Score -1.290208e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -12902368.000000 Penalty: 3772.714844
	Iteration 20F: 3 clusters Score -1.290237e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -12902624.000000 Penalty: 3772.714844
	Iteration 21Q: 3 clusters Score -1.290262e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -12902903.000000 Penalty: 3772.714844
	Iteration 22Q: 3 clusters Score -1.29029e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -12903162.000000 Penalty: 3772.714844
	Iteration 23Q: 3 clusters Score -1.290316e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94703 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -12903411.000000 Penalty: 3772.714844
	Iteration 24Q: 3 clusters Score -1.290341e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -12903794.000000 Penalty: 3772.714844
	Iteration 25Q: 3 clusters Score -1.290379e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96263 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -12904113.000000 Penalty: 3772.714844
	Iteration 26Q: 3 clusters Score -1.290411e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -12904498.000000 Penalty: 3772.714844
	Iteration 27Q: 3 clusters Score -1.29045e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97888 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -12904860.000000 Penalty: 3772.714844
	Iteration 28Q: 3 clusters Score -1.290486e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -12905216.000000 Penalty: 3772.714844
	Iteration 29Q: 3 clusters Score -1.290522e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -12905554.000000 Penalty: 3772.714844
	Iteration 30Q: 3 clusters Score -1.290555e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -12906108.000000 Penalty: 3772.714844
	Iteration 31Q: 3 clusters Score -1.290611e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -12906711.000000 Penalty: 3772.714844
	Iteration 32Q: 3 clusters Score -1.290671e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -12907254.000000 Penalty: 3772.714844
	Iteration 33Q: 3 clusters Score -1.290725e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102231 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -12907769.000000 Penalty: 3772.714844
	Iteration 34Q: 3 clusters Score -1.290777e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102871 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -12908238.000000 Penalty: 3772.714844
	Iteration 35Q: 3 clusters Score -1.290824e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -12908662.000000 Penalty: 3772.714844
	Iteration 36Q: 3 clusters Score -1.290866e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104071 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -12909131.000000 Penalty: 3772.714844
	Iteration 37Q: 3 clusters Score -1.290913e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -12909514.000000 Penalty: 3772.714844
	Iteration 38Q: 3 clusters Score -1.290951e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -12909808.000000 Penalty: 3772.714844
	Iteration 39Q: 3 clusters Score -1.290981e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105628 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -12910133.000000 Penalty: 3772.714844
	Iteration 40F: 3 clusters Score -1.291013e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106035 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -12910375.000000 Penalty: 3772.714844
	Iteration 41Q: 3 clusters Score -1.291038e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -12910609.000000 Penalty: 3772.714844
	Iteration 42Q: 3 clusters Score -1.291061e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -12910812.000000 Penalty: 3772.714844
	Iteration 43Q: 3 clusters Score -1.291081e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107067 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -12910977.000000 Penalty: 3772.714844
	Iteration 44Q: 3 clusters Score -1.291098e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -12911150.000000 Penalty: 3772.714844
	Iteration 45Q: 3 clusters Score -1.291115e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107625 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -12911344.000000 Penalty: 3772.714844
	Iteration 46Q: 3 clusters Score -1.291134e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107840 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -12911424.000000 Penalty: 3772.714844
	Iteration 47Q: 3 clusters Score -1.291142e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108043 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -12911546.000000 Penalty: 3772.714844
	Iteration 48Q: 3 clusters Score -1.291155e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108232 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -12911630.000000 Penalty: 3772.714844
	Iteration 49Q: 3 clusters Score -1.291163e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108373 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -12911686.000000 Penalty: 3772.714844
	Iteration 50Q: 3 clusters Score -1.291169e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108477 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -12911746.000000 Penalty: 3772.714844
	Iteration 51Q: 3 clusters Score -1.291175e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108571 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -12911778.000000 Penalty: 3772.714844
	Iteration 52Q: 3 clusters Score -1.291178e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -12911836.000000 Penalty: 3772.714844
	Iteration 53Q: 3 clusters Score -1.291184e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12911844.000000 Penalty: 3772.714844
	Iteration 54Q: 3 clusters Score -1.291184e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108756 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -12911889.000000 Penalty: 3772.714844
	Iteration 55Q: 3 clusters Score -1.291189e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108802 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12911909.000000 Penalty: 3772.714844
	Iteration 56Q: 3 clusters Score -1.291191e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108843 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12911922.000000 Penalty: 3772.714844
	Iteration 57Q: 3 clusters Score -1.291192e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -12911954.000000 Penalty: 3772.714844
	Iteration 58Q: 3 clusters Score -1.291195e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12911972.000000 Penalty: 3772.714844
	Iteration 59Q: 3 clusters Score -1.291197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108958 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12911996.000000 Penalty: 3772.714844
	Iteration 60F: 3 clusters Score -1.2912e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108992 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12912016.000000 Penalty: 3772.714844
	Iteration 61Q: 3 clusters Score -1.291202e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109019 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12912028.000000 Penalty: 3772.714844
	Iteration 62Q: 3 clusters Score -1.291203e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109039 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12912061.000000 Penalty: 3772.714844
	Iteration 63Q: 3 clusters Score -1.291206e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12912063.000000 Penalty: 3772.714844
	Iteration 64Q: 3 clusters Score -1.291206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12912091.000000 Penalty: 3772.714844
	Iteration 65Q: 3 clusters Score -1.291209e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109111 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12912108.000000 Penalty: 3772.714844
	Iteration 66Q: 3 clusters Score -1.291211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109129 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12912111.000000 Penalty: 3772.714844
	Iteration 67Q: 3 clusters Score -1.291211e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12912114.000000 Penalty: 3772.714844
	Iteration 68Q: 3 clusters Score -1.291211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109162 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -12912141.000000 Penalty: 3772.714844
	Iteration 69Q: 3 clusters Score -1.291214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12912131.000000 Penalty: 3772.714844
	Iteration 70Q: 3 clusters Score -1.291213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12912132.000000 Penalty: 3772.714844
	Iteration 71Q: 3 clusters Score -1.291213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12912127.000000 Penalty: 3772.714844
	Iteration 72Q: 3 clusters Score -1.291213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12912135.000000 Penalty: 3772.714844
	Iteration 73Q: 3 clusters Score -1.291214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12912128.000000 Penalty: 3772.714844
	Iteration 74Q: 3 clusters Score -1.291213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109197 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12912135.000000 Penalty: 3772.714844
	Iteration 75Q: 3 clusters Score -1.291214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -12912133.000000 Penalty: 3772.714844
	Iteration 76Q: 3 clusters Score -1.291213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12912122.000000 Penalty: 3772.714844
	Iteration 77Q: 3 clusters Score -1.291212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12912122.000000 Penalty: 3772.714844
	Iteration 78Q: 3 clusters Score -1.291212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109203 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12912126.000000 Penalty: 3772.714844
	Iteration 79Q: 3 clusters Score -1.291213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12912129.000000 Penalty: 3772.714844
	Iteration 80F: 3 clusters Score -1.291213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -12912129.000000 Penalty: 3772.714844
	Iteration 81Q: 3 clusters Score -1.291213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109207 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12912136.000000 Penalty: 3772.714844
	Iteration 82Q: 3 clusters Score -1.291214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109209 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12912144.000000 Penalty: 3772.714844
	Iteration 83Q: 3 clusters Score -1.291214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12912141.000000 Penalty: 3772.714844
	Iteration 84Q: 3 clusters Score -1.291214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12912141.000000 Penalty: 3772.714844
	Iteration 85F: 3 clusters Score -1.291214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -11166.179688 Penalty: 793.455322
	Iteration 0F: 2 clusters Score -11166.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10573.628906 Penalty: 1586.910645
	Iteration 0F: 3 clusters Score -10573.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10633.965820 Penalty: 1586.910645
	Iteration 1F: 3 clusters Score -10633.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10653.687500 Penalty: 1586.910645
	Iteration 2Q: 3 clusters Score -10653.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10653.687500 Penalty: 1586.910645
	Iteration 3F: 3 clusters Score -10653.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -189462.781250 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -189462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -187587.265625 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -187587.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -187982.500000 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -187982.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -188070.890625 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -188070.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -188131.359375 Penalty: 2407.180908
	Iteration 3Q: 3 clusters Score -188131.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -188173.625000 Penalty: 2407.180908
	Iteration 4Q: 3 clusters Score -188173.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -188195.296875 Penalty: 2407.180908
	Iteration 5Q: 3 clusters Score -188195.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -188208.750000 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -188208.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -188222.093750 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -188222.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -188234.296875 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -188234.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -188246.687500 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -188246.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188254.156250 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -188254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188258.031250 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -188258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188262.453125 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -188262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -188264.734375 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -188264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -188266.265625 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -188266.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -188269.812500 Penalty: 2407.180908
	Iteration 15Q: 3 clusters Score -188269.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -188274.437500 Penalty: 2407.180908
	Iteration 16Q: 3 clusters Score -188274.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -188282.578125 Penalty: 2407.180908
	Iteration 17Q: 3 clusters Score -188282.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -188298.671875 Penalty: 2407.180908
	Iteration 18Q: 3 clusters Score -188298.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -188306.359375 Penalty: 2407.180908
	Iteration 19Q: 3 clusters Score -188306.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -188315.890625 Penalty: 2407.180908
	Iteration 20F: 3 clusters Score -188315.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -188326.687500 Penalty: 2407.180908
	Iteration 21Q: 3 clusters Score -188326.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -188341.984375 Penalty: 2407.180908
	Iteration 22Q: 3 clusters Score -188342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -188359.812500 Penalty: 2407.180908
	Iteration 23Q: 3 clusters Score -188359.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -188374.593750 Penalty: 2407.180908
	Iteration 24Q: 3 clusters Score -188374.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -188390.078125 Penalty: 2407.180908
	Iteration 25Q: 3 clusters Score -188390.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -188401.718750 Penalty: 2407.180908
	Iteration 26Q: 3 clusters Score -188401.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -188421.968750 Penalty: 2407.180908
	Iteration 27Q: 3 clusters Score -188422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -188438.343750 Penalty: 2407.180908
	Iteration 28Q: 3 clusters Score -188438.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -188453.625000 Penalty: 2407.180908
	Iteration 29Q: 3 clusters Score -188453.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -188466.296875 Penalty: 2407.180908
	Iteration 30Q: 3 clusters Score -188466.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -188480.562500 Penalty: 2407.180908
	Iteration 31Q: 3 clusters Score -188480.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -188496.906250 Penalty: 2407.180908
	Iteration 32Q: 3 clusters Score -188496.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -188513.796875 Penalty: 2407.180908
	Iteration 33Q: 3 clusters Score -188513.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -188527.406250 Penalty: 2407.180908
	Iteration 34Q: 3 clusters Score -188527.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -188540.750000 Penalty: 2407.180908
	Iteration 35Q: 3 clusters Score -188540.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -188561.187500 Penalty: 2407.180908
	Iteration 36Q: 3 clusters Score -188561.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -188570.312500 Penalty: 2407.180908
	Iteration 37Q: 3 clusters Score -188570.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -188582.000000 Penalty: 2407.180908
	Iteration 38Q: 3 clusters Score -188582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -188592.109375 Penalty: 2407.180908
	Iteration 39Q: 3 clusters Score -188592.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -188597.562500 Penalty: 2407.180908
	Iteration 40F: 3 clusters Score -188597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -188599.328125 Penalty: 2407.180908
	Iteration 41Q: 3 clusters Score -188599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -188600.078125 Penalty: 2407.180908
	Iteration 42Q: 3 clusters Score -188600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -188600.718750 Penalty: 2407.180908
	Iteration 43Q: 3 clusters Score -188600.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -188600.718750 Penalty: 2407.180908
	Iteration 44F: 3 clusters Score -188600.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (130740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130740 members 
Entering Unmasked Estep 
Score: -15029984.000000 Penalty: 1914.406982
	Iteration 0F: 2 clusters Score -1.502998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -14947326.000000 Penalty: 3828.813965
	Iteration 0F: 3 clusters Score -1.494733e+07 nChanged 62890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -14983884.000000 Penalty: 3828.813965
	Iteration 1F: 3 clusters Score -1.498388e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -14984982.000000 Penalty: 3828.813965
	Iteration 2Q: 3 clusters Score -1.498498e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -14986521.000000 Penalty: 3828.813965
	Iteration 3Q: 3 clusters Score -1.498652e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79408 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -14989103.000000 Penalty: 3828.813965
	Iteration 4Q: 3 clusters Score -1.49891e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -14993533.000000 Penalty: 3828.813965
	Iteration 5F: 3 clusters Score -1.499353e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96657 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -15000714.000000 Penalty: 3828.813965
	Iteration 6F: 3 clusters Score -1.500071e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107822 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -15010807.000000 Penalty: 3828.813965
	Iteration 7F: 3 clusters Score -1.501081e+07 nChanged 10598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118390 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -15019946.000000 Penalty: 3828.813965
	Iteration 8F: 3 clusters Score -1.501995e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125546 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -15025203.000000 Penalty: 3828.813965
	Iteration 9F: 3 clusters Score -1.50252e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128782 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -15027228.000000 Penalty: 3828.813965
	Iteration 10Q: 3 clusters Score -1.502723e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129900 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -15027956.000000 Penalty: 3828.813965
	Iteration 11Q: 3 clusters Score -1.502796e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130251 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -15028150.000000 Penalty: 3828.813965
	Iteration 12Q: 3 clusters Score -1.502815e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130379 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -15028264.000000 Penalty: 3828.813965
	Iteration 13Q: 3 clusters Score -1.502826e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130437 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15028333.000000 Penalty: 3828.813965
	Iteration 14Q: 3 clusters Score -1.502833e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130453 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -15028379.000000 Penalty: 3828.813965
	Iteration 15Q: 3 clusters Score -1.502838e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130468 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15028406.000000 Penalty: 3828.813965
	Iteration 16Q: 3 clusters Score -1.502841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130479 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15028418.000000 Penalty: 3828.813965
	Iteration 17Q: 3 clusters Score -1.502842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130479 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15028442.000000 Penalty: 3828.813965
	Iteration 18Q: 3 clusters Score -1.502844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130480 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15028447.000000 Penalty: 3828.813965
	Iteration 19Q: 3 clusters Score -1.502845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130474 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15028438.000000 Penalty: 3828.813965
	Iteration 20F: 3 clusters Score -1.502844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130471 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15028441.000000 Penalty: 3828.813965
	Iteration 21Q: 3 clusters Score -1.502844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130471 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -15028438.000000 Penalty: 3828.813965
	Iteration 22Q: 3 clusters Score -1.502844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130473 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15028437.000000 Penalty: 3828.813965
	Iteration 23Q: 3 clusters Score -1.502844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130473 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15028437.000000 Penalty: 3828.813965
	Iteration 24F: 3 clusters Score -1.502844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Entering Unmasked Estep 
Score: -492898.218750 Penalty: 1357.519775
	Iteration 0F: 2 clusters Score -492898.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -489370.218750 Penalty: 2715.039551
	Iteration 0F: 3 clusters Score -489370.2 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -490347.562500 Penalty: 2715.039551
	Iteration 1F: 3 clusters Score -490347.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -490536.000000 Penalty: 2715.039551
	Iteration 2F: 3 clusters Score -490536 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -490644.250000 Penalty: 2715.039551
	Iteration 3F: 3 clusters Score -490644.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -490721.187500 Penalty: 2715.039551
	Iteration 4Q: 3 clusters Score -490721.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -490780.312500 Penalty: 2715.039551
	Iteration 5Q: 3 clusters Score -490780.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -490827.312500 Penalty: 2715.039551
	Iteration 6Q: 3 clusters Score -490827.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -490861.625000 Penalty: 2715.039551
	Iteration 7Q: 3 clusters Score -490861.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -490894.468750 Penalty: 2715.039551
	Iteration 8Q: 3 clusters Score -490894.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -490927.812500 Penalty: 2715.039551
	Iteration 9Q: 3 clusters Score -490927.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -490968.218750 Penalty: 2715.039551
	Iteration 10Q: 3 clusters Score -490968.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -490997.531250 Penalty: 2715.039551
	Iteration 11Q: 3 clusters Score -490997.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -491023.843750 Penalty: 2715.039551
	Iteration 12Q: 3 clusters Score -491023.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -491046.062500 Penalty: 2715.039551
	Iteration 13Q: 3 clusters Score -491046.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -491066.062500 Penalty: 2715.039551
	Iteration 14Q: 3 clusters Score -491066.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -491084.281250 Penalty: 2715.039551
	Iteration 15Q: 3 clusters Score -491084.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -491117.343750 Penalty: 2715.039551
	Iteration 16Q: 3 clusters Score -491117.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -491154.437500 Penalty: 2715.039551
	Iteration 17Q: 3 clusters Score -491154.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -491198.781250 Penalty: 2715.039551
	Iteration 18Q: 3 clusters Score -491198.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -491243.187500 Penalty: 2715.039551
	Iteration 19Q: 3 clusters Score -491243.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -491289.562500 Penalty: 2715.039551
	Iteration 20F: 3 clusters Score -491289.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -491336.250000 Penalty: 2715.039551
	Iteration 21Q: 3 clusters Score -491336.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -491382.937500 Penalty: 2715.039551
	Iteration 22Q: 3 clusters Score -491382.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -491420.718750 Penalty: 2715.039551
	Iteration 23Q: 3 clusters Score -491420.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -491453.593750 Penalty: 2715.039551
	Iteration 24Q: 3 clusters Score -491453.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -491482.562500 Penalty: 2715.039551
	Iteration 25Q: 3 clusters Score -491482.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -491505.750000 Penalty: 2715.039551
	Iteration 26Q: 3 clusters Score -491505.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -491520.468750 Penalty: 2715.039551
	Iteration 27Q: 3 clusters Score -491520.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -491541.781250 Penalty: 2715.039551
	Iteration 28Q: 3 clusters Score -491541.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -491560.437500 Penalty: 2715.039551
	Iteration 29Q: 3 clusters Score -491560.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -491571.312500 Penalty: 2715.039551
	Iteration 30Q: 3 clusters Score -491571.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -491580.281250 Penalty: 2715.039551
	Iteration 31Q: 3 clusters Score -491580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -491584.843750 Penalty: 2715.039551
	Iteration 32Q: 3 clusters Score -491584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -491588.218750 Penalty: 2715.039551
	Iteration 33Q: 3 clusters Score -491588.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -491592.187500 Penalty: 2715.039551
	Iteration 34Q: 3 clusters Score -491592.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -491597.562500 Penalty: 2715.039551
	Iteration 35Q: 3 clusters Score -491597.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -491602.968750 Penalty: 2715.039551
	Iteration 36Q: 3 clusters Score -491603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -491607.343750 Penalty: 2715.039551
	Iteration 37Q: 3 clusters Score -491607.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -491608.906250 Penalty: 2715.039551
	Iteration 38Q: 3 clusters Score -491608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -491609.093750 Penalty: 2715.039551
	Iteration 39Q: 3 clusters Score -491609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -491610.781250 Penalty: 2715.039551
	Iteration 40F: 3 clusters Score -491610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -491611.218750 Penalty: 2715.039551
	Iteration 41Q: 3 clusters Score -491611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -491613.812500 Penalty: 2715.039551
	Iteration 42Q: 3 clusters Score -491613.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -491617.843750 Penalty: 2715.039551
	Iteration 43Q: 3 clusters Score -491617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -491622.000000 Penalty: 2715.039551
	Iteration 44Q: 3 clusters Score -491622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -491627.125000 Penalty: 2715.039551
	Iteration 45Q: 3 clusters Score -491627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -491630.937500 Penalty: 2715.039551
	Iteration 46Q: 3 clusters Score -491630.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -491634.468750 Penalty: 2715.039551
	Iteration 47Q: 3 clusters Score -491634.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -491636.937500 Penalty: 2715.039551
	Iteration 48Q: 3 clusters Score -491636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -491638.156250 Penalty: 2715.039551
	Iteration 49Q: 3 clusters Score -491638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -491638.156250 Penalty: 2715.039551
	Iteration 50F: 3 clusters Score -491638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Entering Unmasked Estep 
Score: -457794.437500 Penalty: 1344.872803
	Iteration 0F: 2 clusters Score -457794.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -454506.343750 Penalty: 2689.745605
	Iteration 0F: 3 clusters Score -454506.3 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -455392.218750 Penalty: 2689.745605
	Iteration 1F: 3 clusters Score -455392.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -455537.937500 Penalty: 2689.745605
	Iteration 2F: 3 clusters Score -455537.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -455628.906250 Penalty: 2689.745605
	Iteration 3Q: 3 clusters Score -455628.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -455699.625000 Penalty: 2689.745605
	Iteration 4Q: 3 clusters Score -455699.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -455748.812500 Penalty: 2689.745605
	Iteration 5Q: 3 clusters Score -455748.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -455788.937500 Penalty: 2689.745605
	Iteration 6Q: 3 clusters Score -455788.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -455818.656250 Penalty: 2689.745605
	Iteration 7Q: 3 clusters Score -455818.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -455840.000000 Penalty: 2689.745605
	Iteration 8Q: 3 clusters Score -455840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -455856.906250 Penalty: 2689.745605
	Iteration 9Q: 3 clusters Score -455856.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -455867.968750 Penalty: 2689.745605
	Iteration 10Q: 3 clusters Score -455868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -455878.781250 Penalty: 2689.745605
	Iteration 11Q: 3 clusters Score -455878.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -455895.593750 Penalty: 2689.745605
	Iteration 12Q: 3 clusters Score -455895.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -455909.781250 Penalty: 2689.745605
	Iteration 13Q: 3 clusters Score -455909.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -455920.343750 Penalty: 2689.745605
	Iteration 14Q: 3 clusters Score -455920.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -455925.875000 Penalty: 2689.745605
	Iteration 15Q: 3 clusters Score -455925.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -455930.468750 Penalty: 2689.745605
	Iteration 16Q: 3 clusters Score -455930.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -455937.843750 Penalty: 2689.745605
	Iteration 17Q: 3 clusters Score -455937.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -455944.406250 Penalty: 2689.745605
	Iteration 18Q: 3 clusters Score -455944.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -455950.781250 Penalty: 2689.745605
	Iteration 19Q: 3 clusters Score -455950.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -455958.656250 Penalty: 2689.745605
	Iteration 20F: 3 clusters Score -455958.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -455965.062500 Penalty: 2689.745605
	Iteration 21Q: 3 clusters Score -455965.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -455972.406250 Penalty: 2689.745605
	Iteration 22Q: 3 clusters Score -455972.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -455979.187500 Penalty: 2689.745605
	Iteration 23Q: 3 clusters Score -455979.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -455982.562500 Penalty: 2689.745605
	Iteration 24Q: 3 clusters Score -455982.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -455989.843750 Penalty: 2689.745605
	Iteration 25Q: 3 clusters Score -455989.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -455993.968750 Penalty: 2689.745605
	Iteration 26Q: 3 clusters Score -455994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -455999.343750 Penalty: 2689.745605
	Iteration 27Q: 3 clusters Score -455999.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -456004.375000 Penalty: 2689.745605
	Iteration 28Q: 3 clusters Score -456004.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -456011.031250 Penalty: 2689.745605
	Iteration 29Q: 3 clusters Score -456011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -456022.031250 Penalty: 2689.745605
	Iteration 30Q: 3 clusters Score -456022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -456031.093750 Penalty: 2689.745605
	Iteration 31Q: 3 clusters Score -456031.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -456041.406250 Penalty: 2689.745605
	Iteration 32Q: 3 clusters Score -456041.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -456053.781250 Penalty: 2689.745605
	Iteration 33Q: 3 clusters Score -456053.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -456072.718750 Penalty: 2689.745605
	Iteration 34Q: 3 clusters Score -456072.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -456094.906250 Penalty: 2689.745605
	Iteration 35Q: 3 clusters Score -456094.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -456117.500000 Penalty: 2689.745605
	Iteration 36Q: 3 clusters Score -456117.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -456138.843750 Penalty: 2689.745605
	Iteration 37Q: 3 clusters Score -456138.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -456162.593750 Penalty: 2689.745605
	Iteration 38Q: 3 clusters Score -456162.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -456190.062500 Penalty: 2689.745605
	Iteration 39Q: 3 clusters Score -456190.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -456220.468750 Penalty: 2689.745605
	Iteration 40F: 3 clusters Score -456220.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -456247.281250 Penalty: 2689.745605
	Iteration 41Q: 3 clusters Score -456247.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -456287.937500 Penalty: 2689.745605
	Iteration 42Q: 3 clusters Score -456287.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -456334.281250 Penalty: 2689.745605
	Iteration 43Q: 3 clusters Score -456334.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -456368.375000 Penalty: 2689.745605
	Iteration 44Q: 3 clusters Score -456368.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -456400.906250 Penalty: 2689.745605
	Iteration 45Q: 3 clusters Score -456400.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -456434.781250 Penalty: 2689.745605
	Iteration 46Q: 3 clusters Score -456434.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -456460.468750 Penalty: 2689.745605
	Iteration 47Q: 3 clusters Score -456460.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -456485.781250 Penalty: 2689.745605
	Iteration 48Q: 3 clusters Score -456485.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -456505.531250 Penalty: 2689.745605
	Iteration 49Q: 3 clusters Score -456505.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -456524.531250 Penalty: 2689.745605
	Iteration 50Q: 3 clusters Score -456524.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -456546.125000 Penalty: 2689.745605
	Iteration 51Q: 3 clusters Score -456546.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -456565.781250 Penalty: 2689.745605
	Iteration 52Q: 3 clusters Score -456565.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -456576.656250 Penalty: 2689.745605
	Iteration 53Q: 3 clusters Score -456576.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -456590.062500 Penalty: 2689.745605
	Iteration 54Q: 3 clusters Score -456590.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -456604.562500 Penalty: 2689.745605
	Iteration 55Q: 3 clusters Score -456604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -456611.375000 Penalty: 2689.745605
	Iteration 56Q: 3 clusters Score -456611.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -456614.500000 Penalty: 2689.745605
	Iteration 57Q: 3 clusters Score -456614.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -456619.781250 Penalty: 2689.745605
	Iteration 58Q: 3 clusters Score -456619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -456623.125000 Penalty: 2689.745605
	Iteration 59Q: 3 clusters Score -456623.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -456624.437500 Penalty: 2689.745605
	Iteration 60F: 3 clusters Score -456624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -456628.000000 Penalty: 2689.745605
	Iteration 61Q: 3 clusters Score -456628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -456630.000000 Penalty: 2689.745605
	Iteration 62Q: 3 clusters Score -456630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -456632.937500 Penalty: 2689.745605
	Iteration 63Q: 3 clusters Score -456632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -456632.937500 Penalty: 2689.745605
	Iteration 64F: 3 clusters Score -456632.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Entering Unmasked Estep 
Score: -3611805.750000 Penalty: 1679.291382
	Iteration 0F: 2 clusters Score -3611806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3591223.750000 Penalty: 3358.582764
	Iteration 0F: 3 clusters Score -3591224 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3599253.500000 Penalty: 3358.582764
	Iteration 1F: 3 clusters Score -3599254 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3599895.250000 Penalty: 3358.582764
	Iteration 2Q: 3 clusters Score -3599895 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3600699.500000 Penalty: 3358.582764
	Iteration 3F: 3 clusters Score -3600700 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3601853.000000 Penalty: 3358.582764
	Iteration 4F: 3 clusters Score -3601853 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -3603619.750000 Penalty: 3358.582764
	Iteration 5F: 3 clusters Score -3603620 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3605824.750000 Penalty: 3358.582764
	Iteration 6F: 3 clusters Score -3605825 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3608134.750000 Penalty: 3358.582764
	Iteration 7F: 3 clusters Score -3608135 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -3609491.500000 Penalty: 3358.582764
	Iteration 8Q: 3 clusters Score -3609492 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -3609825.250000 Penalty: 3358.582764
	Iteration 9Q: 3 clusters Score -3609825 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3609926.750000 Penalty: 3358.582764
	Iteration 10Q: 3 clusters Score -3609927 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3609997.250000 Penalty: 3358.582764
	Iteration 11Q: 3 clusters Score -3609997 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3610054.250000 Penalty: 3358.582764
	Iteration 12Q: 3 clusters Score -3610054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3610072.750000 Penalty: 3358.582764
	Iteration 13Q: 3 clusters Score -3610073 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3610091.250000 Penalty: 3358.582764
	Iteration 14Q: 3 clusters Score -3610091 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3610121.750000 Penalty: 3358.582764
	Iteration 15Q: 3 clusters Score -3610122 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3610140.250000 Penalty: 3358.582764
	Iteration 16Q: 3 clusters Score -3610140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3610151.500000 Penalty: 3358.582764
	Iteration 17Q: 3 clusters Score -3610152 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3610156.750000 Penalty: 3358.582764
	Iteration 18Q: 3 clusters Score -3610157 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3610165.000000 Penalty: 3358.582764
	Iteration 19Q: 3 clusters Score -3610165 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3610170.500000 Penalty: 3358.582764
	Iteration 20F: 3 clusters Score -3610170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3610171.250000 Penalty: 3358.582764
	Iteration 21Q: 3 clusters Score -3610171 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3610183.250000 Penalty: 3358.582764
	Iteration 22Q: 3 clusters Score -3610183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3610191.000000 Penalty: 3358.582764
	Iteration 23Q: 3 clusters Score -3610191 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3610198.750000 Penalty: 3358.582764
	Iteration 24Q: 3 clusters Score -3610199 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3610196.000000 Penalty: 3358.582764
	Iteration 25Q: 3 clusters Score -3610196 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3610212.750000 Penalty: 3358.582764
	Iteration 26Q: 3 clusters Score -3610213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3610226.500000 Penalty: 3358.582764
	Iteration 27Q: 3 clusters Score -3610226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3610234.000000 Penalty: 3358.582764
	Iteration 28Q: 3 clusters Score -3610234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3610245.750000 Penalty: 3358.582764
	Iteration 29Q: 3 clusters Score -3610246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3610243.750000 Penalty: 3358.582764
	Iteration 30Q: 3 clusters Score -3610244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3610254.250000 Penalty: 3358.582764
	Iteration 31Q: 3 clusters Score -3610254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3610285.750000 Penalty: 3358.582764
	Iteration 32Q: 3 clusters Score -3610286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -3610283.750000 Penalty: 3358.582764
	Iteration 33Q: 3 clusters Score -3610284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3610294.250000 Penalty: 3358.582764
	Iteration 34Q: 3 clusters Score -3610294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3610295.500000 Penalty: 3358.582764
	Iteration 35Q: 3 clusters Score -3610296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3610312.500000 Penalty: 3358.582764
	Iteration 36Q: 3 clusters Score -3610312 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3610335.250000 Penalty: 3358.582764
	Iteration 37Q: 3 clusters Score -3610335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3610356.000000 Penalty: 3358.582764
	Iteration 38Q: 3 clusters Score -3610356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -3610368.250000 Penalty: 3358.582764
	Iteration 39Q: 3 clusters Score -3610368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3610381.000000 Penalty: 3358.582764
	Iteration 40F: 3 clusters Score -3610381 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3610377.750000 Penalty: 3358.582764
	Iteration 41Q: 3 clusters Score -3610378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3610383.500000 Penalty: 3358.582764
	Iteration 42Q: 3 clusters Score -3610384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3610385.750000 Penalty: 3358.582764
	Iteration 43Q: 3 clusters Score -3610386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3610389.250000 Penalty: 3358.582764
	Iteration 44Q: 3 clusters Score -3610389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3610388.500000 Penalty: 3358.582764
	Iteration 45Q: 3 clusters Score -3610388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3610387.500000 Penalty: 3358.582764
	Iteration 46Q: 3 clusters Score -3610388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3610404.750000 Penalty: 3358.582764
	Iteration 47Q: 3 clusters Score -3610405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3610414.000000 Penalty: 3358.582764
	Iteration 48Q: 3 clusters Score -3610414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3610411.500000 Penalty: 3358.582764
	Iteration 49Q: 3 clusters Score -3610412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3610409.000000 Penalty: 3358.582764
	Iteration 50Q: 3 clusters Score -3610409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3610413.500000 Penalty: 3358.582764
	Iteration 51Q: 3 clusters Score -3610414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3610420.000000 Penalty: 3358.582764
	Iteration 52Q: 3 clusters Score -3610420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3610415.000000 Penalty: 3358.582764
	Iteration 53Q: 3 clusters Score -3610415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3610419.000000 Penalty: 3358.582764
	Iteration 54Q: 3 clusters Score -3610419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3610422.500000 Penalty: 3358.582764
	Iteration 55Q: 3 clusters Score -3610422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3610433.250000 Penalty: 3358.582764
	Iteration 56Q: 3 clusters Score -3610433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3610442.750000 Penalty: 3358.582764
	Iteration 57Q: 3 clusters Score -3610443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3610442.750000 Penalty: 3358.582764
	Iteration 58Q: 3 clusters Score -3610443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3610448.250000 Penalty: 3358.582764
	Iteration 59Q: 3 clusters Score -3610448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3610451.000000 Penalty: 3358.582764
	Iteration 60F: 3 clusters Score -3610451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3610474.500000 Penalty: 3358.582764
	Iteration 61Q: 3 clusters Score -3610474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3610480.500000 Penalty: 3358.582764
	Iteration 62Q: 3 clusters Score -3610480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3610476.250000 Penalty: 3358.582764
	Iteration 63Q: 3 clusters Score -3610476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3610491.250000 Penalty: 3358.582764
	Iteration 64Q: 3 clusters Score -3610491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3610495.750000 Penalty: 3358.582764
	Iteration 65Q: 3 clusters Score -3610496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3610504.000000 Penalty: 3358.582764
	Iteration 66Q: 3 clusters Score -3610504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3610506.500000 Penalty: 3358.582764
	Iteration 67Q: 3 clusters Score -3610506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3610512.000000 Penalty: 3358.582764
	Iteration 68Q: 3 clusters Score -3610512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3610528.000000 Penalty: 3358.582764
	Iteration 69Q: 3 clusters Score -3610528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3610531.000000 Penalty: 3358.582764
	Iteration 70Q: 3 clusters Score -3610531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3610539.250000 Penalty: 3358.582764
	Iteration 71Q: 3 clusters Score -3610539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3610554.750000 Penalty: 3358.582764
	Iteration 72Q: 3 clusters Score -3610555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3610565.750000 Penalty: 3358.582764
	Iteration 73Q: 3 clusters Score -3610566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3610569.250000 Penalty: 3358.582764
	Iteration 74Q: 3 clusters Score -3610569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3610572.750000 Penalty: 3358.582764
	Iteration 75Q: 3 clusters Score -3610573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3610582.500000 Penalty: 3358.582764
	Iteration 76Q: 3 clusters Score -3610582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3610578.500000 Penalty: 3358.582764
	Iteration 77Q: 3 clusters Score -3610578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3610582.500000 Penalty: 3358.582764
	Iteration 78Q: 3 clusters Score -3610582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3610578.000000 Penalty: 3358.582764
	Iteration 79Q: 3 clusters Score -3610578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3610580.000000 Penalty: 3358.582764
	Iteration 80F: 3 clusters Score -3610580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3610581.500000 Penalty: 3358.582764
	Iteration 81Q: 3 clusters Score -3610582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3610584.750000 Penalty: 3358.582764
	Iteration 82Q: 3 clusters Score -3610585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3610585.500000 Penalty: 3358.582764
	Iteration 83Q: 3 clusters Score -3610586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3610586.500000 Penalty: 3358.582764
	Iteration 84Q: 3 clusters Score -3610586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3610582.750000 Penalty: 3358.582764
	Iteration 85Q: 3 clusters Score -3610583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3610586.000000 Penalty: 3358.582764
	Iteration 86Q: 3 clusters Score -3610586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3610588.750000 Penalty: 3358.582764
	Iteration 87Q: 3 clusters Score -3610589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3610589.750000 Penalty: 3358.582764
	Iteration 88Q: 3 clusters Score -3610590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3610590.500000 Penalty: 3358.582764
	Iteration 89Q: 3 clusters Score -3610590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3610591.750000 Penalty: 3358.582764
	Iteration 90Q: 3 clusters Score -3610592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3610591.000000 Penalty: 3358.582764
	Iteration 91Q: 3 clusters Score -3610591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3610591.250000 Penalty: 3358.582764
	Iteration 92Q: 3 clusters Score -3610591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3610587.500000 Penalty: 3358.582764
	Iteration 93Q: 3 clusters Score -3610588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3610591.000000 Penalty: 3358.582764
	Iteration 94Q: 3 clusters Score -3610591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3610595.250000 Penalty: 3358.582764
	Iteration 95Q: 3 clusters Score -3610595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3610597.500000 Penalty: 3358.582764
	Iteration 96Q: 3 clusters Score -3610598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3610600.500000 Penalty: 3358.582764
	Iteration 97Q: 3 clusters Score -3610600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3610597.000000 Penalty: 3358.582764
	Iteration 98Q: 3 clusters Score -3610597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3610598.250000 Penalty: 3358.582764
	Iteration 99Q: 3 clusters Score -3610598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3610597.000000 Penalty: 3358.582764
	Iteration 100F: 3 clusters Score -3610597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3610595.500000 Penalty: 3358.582764
	Iteration 101Q: 3 clusters Score -3610596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3610595.500000 Penalty: 3358.582764
	Iteration 102F: 3 clusters Score -3610596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Entering Unmasked Estep 
Score: -1831978.000000 Penalty: 1568.085205
	Iteration 0F: 2 clusters Score -1831978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1821198.500000 Penalty: 3136.170410
	Iteration 0F: 3 clusters Score -1821198 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1824922.500000 Penalty: 3136.170410
	Iteration 1F: 3 clusters Score -1824922 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1825164.375000 Penalty: 3136.170410
	Iteration 2Q: 3 clusters Score -1825164 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1825401.500000 Penalty: 3136.170410
	Iteration 3Q: 3 clusters Score -1825402 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1825662.875000 Penalty: 3136.170410
	Iteration 4Q: 3 clusters Score -1825663 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1826031.500000 Penalty: 3136.170410
	Iteration 5Q: 3 clusters Score -1826032 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1826570.125000 Penalty: 3136.170410
	Iteration 6F: 3 clusters Score -1826570 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1827278.375000 Penalty: 3136.170410
	Iteration 7F: 3 clusters Score -1827278 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1828168.750000 Penalty: 3136.170410
	Iteration 8F: 3 clusters Score -1828169 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1829045.000000 Penalty: 3136.170410
	Iteration 9F: 3 clusters Score -1829045 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1829724.375000 Penalty: 3136.170410
	Iteration 10Q: 3 clusters Score -1829724 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1830116.750000 Penalty: 3136.170410
	Iteration 11Q: 3 clusters Score -1830117 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1830330.875000 Penalty: 3136.170410
	Iteration 12Q: 3 clusters Score -1830331 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1830468.250000 Penalty: 3136.170410
	Iteration 13Q: 3 clusters Score -1830468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1830542.625000 Penalty: 3136.170410
	Iteration 14Q: 3 clusters Score -1830543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1830598.625000 Penalty: 3136.170410
	Iteration 15Q: 3 clusters Score -1830599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1830615.375000 Penalty: 3136.170410
	Iteration 16Q: 3 clusters Score -1830615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1830620.750000 Penalty: 3136.170410
	Iteration 17Q: 3 clusters Score -1830621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1830627.250000 Penalty: 3136.170410
	Iteration 18Q: 3 clusters Score -1830627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1830630.125000 Penalty: 3136.170410
	Iteration 19Q: 3 clusters Score -1830630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1830631.875000 Penalty: 3136.170410
	Iteration 20F: 3 clusters Score -1830632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1830631.375000 Penalty: 3136.170410
	Iteration 21Q: 3 clusters Score -1830631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1830631.375000 Penalty: 3136.170410
	Iteration 22F: 3 clusters Score -1830631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -331336.781250 Penalty: 1293.835938
	Iteration 0F: 2 clusters Score -331336.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -328635.687500 Penalty: 2587.671875
	Iteration 0F: 3 clusters Score -328635.7 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -329293.218750 Penalty: 2587.671875
	Iteration 1F: 3 clusters Score -329293.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -329417.218750 Penalty: 2587.671875
	Iteration 2F: 3 clusters Score -329417.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -329492.593750 Penalty: 2587.671875
	Iteration 3Q: 3 clusters Score -329492.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -329544.156250 Penalty: 2587.671875
	Iteration 4Q: 3 clusters Score -329544.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -329577.062500 Penalty: 2587.671875
	Iteration 5Q: 3 clusters Score -329577.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -329603.812500 Penalty: 2587.671875
	Iteration 6Q: 3 clusters Score -329603.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -329626.468750 Penalty: 2587.671875
	Iteration 7Q: 3 clusters Score -329626.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -329639.625000 Penalty: 2587.671875
	Iteration 8Q: 3 clusters Score -329639.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -329653.187500 Penalty: 2587.671875
	Iteration 9Q: 3 clusters Score -329653.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -329662.906250 Penalty: 2587.671875
	Iteration 10Q: 3 clusters Score -329662.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -329669.031250 Penalty: 2587.671875
	Iteration 11Q: 3 clusters Score -329669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -329673.562500 Penalty: 2587.671875
	Iteration 12Q: 3 clusters Score -329673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -329675.406250 Penalty: 2587.671875
	Iteration 13Q: 3 clusters Score -329675.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -329680.093750 Penalty: 2587.671875
	Iteration 14Q: 3 clusters Score -329680.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -329685.875000 Penalty: 2587.671875
	Iteration 15Q: 3 clusters Score -329685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -329688.750000 Penalty: 2587.671875
	Iteration 16Q: 3 clusters Score -329688.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -329693.718750 Penalty: 2587.671875
	Iteration 17Q: 3 clusters Score -329693.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -329697.937500 Penalty: 2587.671875
	Iteration 18Q: 3 clusters Score -329697.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -329701.906250 Penalty: 2587.671875
	Iteration 19Q: 3 clusters Score -329701.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -329707.906250 Penalty: 2587.671875
	Iteration 20F: 3 clusters Score -329707.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -329712.906250 Penalty: 2587.671875
	Iteration 21Q: 3 clusters Score -329712.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -329717.562500 Penalty: 2587.671875
	Iteration 22Q: 3 clusters Score -329717.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -329720.031250 Penalty: 2587.671875
	Iteration 23Q: 3 clusters Score -329720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -329723.281250 Penalty: 2587.671875
	Iteration 24Q: 3 clusters Score -329723.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -329726.468750 Penalty: 2587.671875
	Iteration 25Q: 3 clusters Score -329726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -329728.875000 Penalty: 2587.671875
	Iteration 26Q: 3 clusters Score -329728.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -329732.062500 Penalty: 2587.671875
	Iteration 27Q: 3 clusters Score -329732.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -329736.687500 Penalty: 2587.671875
	Iteration 28Q: 3 clusters Score -329736.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -329744.093750 Penalty: 2587.671875
	Iteration 29Q: 3 clusters Score -329744.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -329749.718750 Penalty: 2587.671875
	Iteration 30Q: 3 clusters Score -329749.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -329753.531250 Penalty: 2587.671875
	Iteration 31Q: 3 clusters Score -329753.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -329759.718750 Penalty: 2587.671875
	Iteration 32Q: 3 clusters Score -329759.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -329767.781250 Penalty: 2587.671875
	Iteration 33Q: 3 clusters Score -329767.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -329774.812500 Penalty: 2587.671875
	Iteration 34Q: 3 clusters Score -329774.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -329780.500000 Penalty: 2587.671875
	Iteration 35Q: 3 clusters Score -329780.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -329785.406250 Penalty: 2587.671875
	Iteration 36Q: 3 clusters Score -329785.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -329790.250000 Penalty: 2587.671875
	Iteration 37Q: 3 clusters Score -329790.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -329795.062500 Penalty: 2587.671875
	Iteration 38Q: 3 clusters Score -329795.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -329800.125000 Penalty: 2587.671875
	Iteration 39Q: 3 clusters Score -329800.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -329804.843750 Penalty: 2587.671875
	Iteration 40F: 3 clusters Score -329804.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -329810.093750 Penalty: 2587.671875
	Iteration 41Q: 3 clusters Score -329810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -329813.062500 Penalty: 2587.671875
	Iteration 42Q: 3 clusters Score -329813.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -329816.593750 Penalty: 2587.671875
	Iteration 43Q: 3 clusters Score -329816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -329819.593750 Penalty: 2587.671875
	Iteration 44Q: 3 clusters Score -329819.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -329823.656250 Penalty: 2587.671875
	Iteration 45Q: 3 clusters Score -329823.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -329826.750000 Penalty: 2587.671875
	Iteration 46Q: 3 clusters Score -329826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -329830.125000 Penalty: 2587.671875
	Iteration 47Q: 3 clusters Score -329830.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -329834.968750 Penalty: 2587.671875
	Iteration 48Q: 3 clusters Score -329835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -329841.875000 Penalty: 2587.671875
	Iteration 49Q: 3 clusters Score -329841.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -329853.156250 Penalty: 2587.671875
	Iteration 50Q: 3 clusters Score -329853.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -329868.687500 Penalty: 2587.671875
	Iteration 51Q: 3 clusters Score -329868.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -329880.375000 Penalty: 2587.671875
	Iteration 52Q: 3 clusters Score -329880.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -329892.531250 Penalty: 2587.671875
	Iteration 53Q: 3 clusters Score -329892.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -329903.031250 Penalty: 2587.671875
	Iteration 54Q: 3 clusters Score -329903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -329914.500000 Penalty: 2587.671875
	Iteration 55Q: 3 clusters Score -329914.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -329926.156250 Penalty: 2587.671875
	Iteration 56Q: 3 clusters Score -329926.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -329934.343750 Penalty: 2587.671875
	Iteration 57Q: 3 clusters Score -329934.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -329944.218750 Penalty: 2587.671875
	Iteration 58Q: 3 clusters Score -329944.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -329960.531250 Penalty: 2587.671875
	Iteration 59Q: 3 clusters Score -329960.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -329981.468750 Penalty: 2587.671875
	Iteration 60F: 3 clusters Score -329981.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -329996.500000 Penalty: 2587.671875
	Iteration 61Q: 3 clusters Score -329996.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -330011.000000 Penalty: 2587.671875
	Iteration 62Q: 3 clusters Score -330011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -330029.500000 Penalty: 2587.671875
	Iteration 63Q: 3 clusters Score -330029.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -330043.031250 Penalty: 2587.671875
	Iteration 64Q: 3 clusters Score -330043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -330054.062500 Penalty: 2587.671875
	Iteration 65Q: 3 clusters Score -330054.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -330065.781250 Penalty: 2587.671875
	Iteration 66Q: 3 clusters Score -330065.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -330075.406250 Penalty: 2587.671875
	Iteration 67Q: 3 clusters Score -330075.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -330079.875000 Penalty: 2587.671875
	Iteration 68Q: 3 clusters Score -330079.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -330083.906250 Penalty: 2587.671875
	Iteration 69Q: 3 clusters Score -330083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -330088.781250 Penalty: 2587.671875
	Iteration 70Q: 3 clusters Score -330088.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -330098.843750 Penalty: 2587.671875
	Iteration 71Q: 3 clusters Score -330098.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -330108.093750 Penalty: 2587.671875
	Iteration 72Q: 3 clusters Score -330108.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -330119.156250 Penalty: 2587.671875
	Iteration 73Q: 3 clusters Score -330119.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -330131.625000 Penalty: 2587.671875
	Iteration 74Q: 3 clusters Score -330131.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -330143.531250 Penalty: 2587.671875
	Iteration 75Q: 3 clusters Score -330143.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -330150.750000 Penalty: 2587.671875
	Iteration 76Q: 3 clusters Score -330150.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -330157.062500 Penalty: 2587.671875
	Iteration 77Q: 3 clusters Score -330157.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -330160.281250 Penalty: 2587.671875
	Iteration 78Q: 3 clusters Score -330160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -330164.781250 Penalty: 2587.671875
	Iteration 79Q: 3 clusters Score -330164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -330173.250000 Penalty: 2587.671875
	Iteration 80F: 3 clusters Score -330173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -330184.687500 Penalty: 2587.671875
	Iteration 81Q: 3 clusters Score -330184.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -330192.843750 Penalty: 2587.671875
	Iteration 82Q: 3 clusters Score -330192.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -330203.562500 Penalty: 2587.671875
	Iteration 83Q: 3 clusters Score -330203.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -330216.687500 Penalty: 2587.671875
	Iteration 84Q: 3 clusters Score -330216.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -330231.343750 Penalty: 2587.671875
	Iteration 85Q: 3 clusters Score -330231.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -330253.781250 Penalty: 2587.671875
	Iteration 86Q: 3 clusters Score -330253.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -330265.250000 Penalty: 2587.671875
	Iteration 87Q: 3 clusters Score -330265.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -330274.437500 Penalty: 2587.671875
	Iteration 88Q: 3 clusters Score -330274.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -330280.812500 Penalty: 2587.671875
	Iteration 89Q: 3 clusters Score -330280.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -330286.562500 Penalty: 2587.671875
	Iteration 90Q: 3 clusters Score -330286.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -330289.125000 Penalty: 2587.671875
	Iteration 91Q: 3 clusters Score -330289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -330289.531250 Penalty: 2587.671875
	Iteration 92Q: 3 clusters Score -330289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -330290.000000 Penalty: 2587.671875
	Iteration 93Q: 3 clusters Score -330290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -330290.000000 Penalty: 2587.671875
	Iteration 94F: 3 clusters Score -330290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Entering Unmasked Estep 
Score: -284699.718750 Penalty: 1278.901978
	Iteration 0F: 2 clusters Score -284699.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -282251.031250 Penalty: 2557.803955
	Iteration 0F: 3 clusters Score -282251 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -283015.968750 Penalty: 2557.803955
	Iteration 1F: 3 clusters Score -283016 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -283531.156250 Penalty: 2557.803955
	Iteration 2F: 3 clusters Score -283531.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -284275.343750 Penalty: 2557.803955
	Iteration 3F: 3 clusters Score -284275.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -284888.093750 Penalty: 2557.803955
	Iteration 4F: 3 clusters Score -284888.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -285139.656250 Penalty: 2557.803955
	Iteration 5F: 3 clusters Score -285139.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -285226.500000 Penalty: 2557.803955
	Iteration 6Q: 3 clusters Score -285226.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -285257.593750 Penalty: 2557.803955
	Iteration 7Q: 3 clusters Score -285257.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -285271.343750 Penalty: 2557.803955
	Iteration 8Q: 3 clusters Score -285271.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -285281.031250 Penalty: 2557.803955
	Iteration 9Q: 3 clusters Score -285281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -285283.718750 Penalty: 2557.803955
	Iteration 10Q: 3 clusters Score -285283.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -285286.781250 Penalty: 2557.803955
	Iteration 11Q: 3 clusters Score -285286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -285288.312500 Penalty: 2557.803955
	Iteration 12Q: 3 clusters Score -285288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -285289.687500 Penalty: 2557.803955
	Iteration 13Q: 3 clusters Score -285289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -285290.593750 Penalty: 2557.803955
	Iteration 14Q: 3 clusters Score -285290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -285290.593750 Penalty: 2557.803955
	Iteration 15F: 3 clusters Score -285290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4900 members 
Mstep: Class 3 contains 4769 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 3632 members 
Mstep: Class 6 contains 27155 members 
Mstep: Class 7 contains 12989 members 
Mstep: Class 8 contains 106875 members 
Mstep: Class 9 contains 19249 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 68667 members 
Mstep: Class 13 contains 98740 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 110013 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 130740 members 
Mstep: Class 19 contains 4247 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 30764 members 
Mstep: Class 22 contains 15518 members 
Mstep: Class 23 contains 2870 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 12652 members 
Mstep: Class 26 contains 22957 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 27209 members 
Mstep: Class 29 contains 1705 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9386 members 
Mstep: Class 33 contains 420 members 
Entering Unmasked Estep 
Score: -86211352.000000 Penalty: 72609.664062
Splitting cluster 24 changes total score from -86212072.000000 to -86211352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (12652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Entering Unmasked Estep 
Score: -1378465.500000 Penalty: 1534.905273
	Iteration 0F: 2 clusters Score -1378466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1369630.625000 Penalty: 3069.810547
	Iteration 0F: 3 clusters Score -1369631 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1372638.375000 Penalty: 3069.810547
	Iteration 1F: 3 clusters Score -1372638 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1373037.625000 Penalty: 3069.810547
	Iteration 2F: 3 clusters Score -1373038 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1373425.125000 Penalty: 3069.810547
	Iteration 3F: 3 clusters Score -1373425 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1373784.875000 Penalty: 3069.810547
	Iteration 4F: 3 clusters Score -1373785 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1374109.000000 Penalty: 3069.810547
	Iteration 5Q: 3 clusters Score -1374109 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1374385.125000 Penalty: 3069.810547
	Iteration 6Q: 3 clusters Score -1374385 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1374638.125000 Penalty: 3069.810547
	Iteration 7Q: 3 clusters Score -1374638 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1374891.000000 Penalty: 3069.810547
	Iteration 8Q: 3 clusters Score -1374891 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1375148.875000 Penalty: 3069.810547
	Iteration 9Q: 3 clusters Score -1375149 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1375467.625000 Penalty: 3069.810547
	Iteration 10Q: 3 clusters Score -1375468 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1375834.625000 Penalty: 3069.810547
	Iteration 11Q: 3 clusters Score -1375835 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1376221.125000 Penalty: 3069.810547
	Iteration 12Q: 3 clusters Score -1376221 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1376577.250000 Penalty: 3069.810547
	Iteration 13Q: 3 clusters Score -1376577 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1376884.625000 Penalty: 3069.810547
	Iteration 14Q: 3 clusters Score -1376885 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1377103.375000 Penalty: 3069.810547
	Iteration 15Q: 3 clusters Score -1377103 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1377218.625000 Penalty: 3069.810547
	Iteration 16Q: 3 clusters Score -1377219 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1377288.875000 Penalty: 3069.810547
	Iteration 17Q: 3 clusters Score -1377289 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1377313.250000 Penalty: 3069.810547
	Iteration 18Q: 3 clusters Score -1377313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1377325.750000 Penalty: 3069.810547
	Iteration 19Q: 3 clusters Score -1377326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1377337.625000 Penalty: 3069.810547
	Iteration 20F: 3 clusters Score -1377338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1377345.125000 Penalty: 3069.810547
	Iteration 21Q: 3 clusters Score -1377345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1377343.500000 Penalty: 3069.810547
	Iteration 22Q: 3 clusters Score -1377344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1377352.750000 Penalty: 3069.810547
	Iteration 23Q: 3 clusters Score -1377353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1377353.500000 Penalty: 3069.810547
	Iteration 24Q: 3 clusters Score -1377354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1377354.500000 Penalty: 3069.810547
	Iteration 25Q: 3 clusters Score -1377354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1377351.625000 Penalty: 3069.810547
	Iteration 26Q: 3 clusters Score -1377352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1377353.625000 Penalty: 3069.810547
	Iteration 27Q: 3 clusters Score -1377354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1377354.625000 Penalty: 3069.810547
	Iteration 28Q: 3 clusters Score -1377355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1377358.000000 Penalty: 3069.810547
	Iteration 29Q: 3 clusters Score -1377358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1377359.500000 Penalty: 3069.810547
	Iteration 30Q: 3 clusters Score -1377360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1377359.125000 Penalty: 3069.810547
	Iteration 31Q: 3 clusters Score -1377359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1377360.625000 Penalty: 3069.810547
	Iteration 32Q: 3 clusters Score -1377361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1377362.125000 Penalty: 3069.810547
	Iteration 33Q: 3 clusters Score -1377362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1377363.125000 Penalty: 3069.810547
	Iteration 34Q: 3 clusters Score -1377363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1377364.000000 Penalty: 3069.810547
	Iteration 35Q: 3 clusters Score -1377364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1377364.000000 Penalty: 3069.810547
	Iteration 36F: 3 clusters Score -1377364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Entering Unmasked Estep 
Score: -2597220.500000 Penalty: 1631.723877
	Iteration 0F: 2 clusters Score -2597220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2581566.000000 Penalty: 3263.447754
	Iteration 0F: 3 clusters Score -2581566 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2587215.250000 Penalty: 3263.447754
	Iteration 1F: 3 clusters Score -2587215 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2587463.750000 Penalty: 3263.447754
	Iteration 2Q: 3 clusters Score -2587464 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2587709.000000 Penalty: 3263.447754
	Iteration 3Q: 3 clusters Score -2587709 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2587935.500000 Penalty: 3263.447754
	Iteration 4Q: 3 clusters Score -2587936 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2588149.250000 Penalty: 3263.447754
	Iteration 5Q: 3 clusters Score -2588149 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2588344.750000 Penalty: 3263.447754
	Iteration 6Q: 3 clusters Score -2588345 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2588586.000000 Penalty: 3263.447754
	Iteration 7Q: 3 clusters Score -2588586 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2588877.750000 Penalty: 3263.447754
	Iteration 8Q: 3 clusters Score -2588878 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2589301.750000 Penalty: 3263.447754
	Iteration 9Q: 3 clusters Score -2589302 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2589822.500000 Penalty: 3263.447754
	Iteration 10Q: 3 clusters Score -2589822 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2590448.500000 Penalty: 3263.447754
	Iteration 11Q: 3 clusters Score -2590448 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2591096.500000 Penalty: 3263.447754
	Iteration 12Q: 3 clusters Score -2591096 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2591719.250000 Penalty: 3263.447754
	Iteration 13Q: 3 clusters Score -2591719 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2592227.250000 Penalty: 3263.447754
	Iteration 14Q: 3 clusters Score -2592227 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2592598.500000 Penalty: 3263.447754
	Iteration 15Q: 3 clusters Score -2592598 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2592856.500000 Penalty: 3263.447754
	Iteration 16Q: 3 clusters Score -2592856 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2593024.250000 Penalty: 3263.447754
	Iteration 17Q: 3 clusters Score -2593024 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2593144.000000 Penalty: 3263.447754
	Iteration 18Q: 3 clusters Score -2593144 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2593264.000000 Penalty: 3263.447754
	Iteration 19Q: 3 clusters Score -2593264 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2593380.250000 Penalty: 3263.447754
	Iteration 20F: 3 clusters Score -2593380 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2593509.000000 Penalty: 3263.447754
	Iteration 21Q: 3 clusters Score -2593509 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2593626.250000 Penalty: 3263.447754
	Iteration 22Q: 3 clusters Score -2593626 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2593759.000000 Penalty: 3263.447754
	Iteration 23Q: 3 clusters Score -2593759 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2593953.500000 Penalty: 3263.447754
	Iteration 24Q: 3 clusters Score -2593954 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2594129.000000 Penalty: 3263.447754
	Iteration 25Q: 3 clusters Score -2594129 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2594300.250000 Penalty: 3263.447754
	Iteration 26Q: 3 clusters Score -2594300 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2594474.250000 Penalty: 3263.447754
	Iteration 27Q: 3 clusters Score -2594474 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2594639.500000 Penalty: 3263.447754
	Iteration 28Q: 3 clusters Score -2594640 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2594797.750000 Penalty: 3263.447754
	Iteration 29Q: 3 clusters Score -2594798 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2594971.000000 Penalty: 3263.447754
	Iteration 30Q: 3 clusters Score -2594971 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2595121.500000 Penalty: 3263.447754
	Iteration 31Q: 3 clusters Score -2595122 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2595264.000000 Penalty: 3263.447754
	Iteration 32Q: 3 clusters Score -2595264 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2595355.500000 Penalty: 3263.447754
	Iteration 33Q: 3 clusters Score -2595356 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2595438.750000 Penalty: 3263.447754
	Iteration 34Q: 3 clusters Score -2595439 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2595504.250000 Penalty: 3263.447754
	Iteration 35Q: 3 clusters Score -2595504 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2595570.000000 Penalty: 3263.447754
	Iteration 36Q: 3 clusters Score -2595570 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2595629.000000 Penalty: 3263.447754
	Iteration 37Q: 3 clusters Score -2595629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2595675.000000 Penalty: 3263.447754
	Iteration 38Q: 3 clusters Score -2595675 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2595693.250000 Penalty: 3263.447754
	Iteration 39Q: 3 clusters Score -2595693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2595722.250000 Penalty: 3263.447754
	Iteration 40F: 3 clusters Score -2595722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2595740.750000 Penalty: 3263.447754
	Iteration 41Q: 3 clusters Score -2595741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2595758.000000 Penalty: 3263.447754
	Iteration 42Q: 3 clusters Score -2595758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2595767.500000 Penalty: 3263.447754
	Iteration 43Q: 3 clusters Score -2595768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2595779.000000 Penalty: 3263.447754
	Iteration 44Q: 3 clusters Score -2595779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2595784.750000 Penalty: 3263.447754
	Iteration 45Q: 3 clusters Score -2595785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2595790.500000 Penalty: 3263.447754
	Iteration 46Q: 3 clusters Score -2595790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2595788.750000 Penalty: 3263.447754
	Iteration 47Q: 3 clusters Score -2595789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2595793.000000 Penalty: 3263.447754
	Iteration 48Q: 3 clusters Score -2595793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2595802.500000 Penalty: 3263.447754
	Iteration 49Q: 3 clusters Score -2595802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2595806.500000 Penalty: 3263.447754
	Iteration 50Q: 3 clusters Score -2595806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2595810.250000 Penalty: 3263.447754
	Iteration 51Q: 3 clusters Score -2595810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2595813.500000 Penalty: 3263.447754
	Iteration 52Q: 3 clusters Score -2595814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2595820.500000 Penalty: 3263.447754
	Iteration 53Q: 3 clusters Score -2595820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2595822.000000 Penalty: 3263.447754
	Iteration 54Q: 3 clusters Score -2595822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2595827.500000 Penalty: 3263.447754
	Iteration 55Q: 3 clusters Score -2595828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2595827.000000 Penalty: 3263.447754
	Iteration 56Q: 3 clusters Score -2595827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2595832.750000 Penalty: 3263.447754
	Iteration 57Q: 3 clusters Score -2595833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2595830.500000 Penalty: 3263.447754
	Iteration 58Q: 3 clusters Score -2595830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2595831.750000 Penalty: 3263.447754
	Iteration 59Q: 3 clusters Score -2595832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2595835.000000 Penalty: 3263.447754
	Iteration 60F: 3 clusters Score -2595835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2595836.750000 Penalty: 3263.447754
	Iteration 61Q: 3 clusters Score -2595837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2595839.250000 Penalty: 3263.447754
	Iteration 62Q: 3 clusters Score -2595839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2595837.500000 Penalty: 3263.447754
	Iteration 63Q: 3 clusters Score -2595838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2595839.000000 Penalty: 3263.447754
	Iteration 64Q: 3 clusters Score -2595839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2595836.000000 Penalty: 3263.447754
	Iteration 65Q: 3 clusters Score -2595836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2595837.750000 Penalty: 3263.447754
	Iteration 66Q: 3 clusters Score -2595838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2595838.750000 Penalty: 3263.447754
	Iteration 67Q: 3 clusters Score -2595839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2595841.250000 Penalty: 3263.447754
	Iteration 68Q: 3 clusters Score -2595841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2595842.500000 Penalty: 3263.447754
	Iteration 69Q: 3 clusters Score -2595842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2595845.000000 Penalty: 3263.447754
	Iteration 70Q: 3 clusters Score -2595845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2595843.750000 Penalty: 3263.447754
	Iteration 71Q: 3 clusters Score -2595844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2595850.000000 Penalty: 3263.447754
	Iteration 72Q: 3 clusters Score -2595850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2595853.000000 Penalty: 3263.447754
	Iteration 73Q: 3 clusters Score -2595853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2595851.750000 Penalty: 3263.447754
	Iteration 74Q: 3 clusters Score -2595852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2595852.750000 Penalty: 3263.447754
	Iteration 75Q: 3 clusters Score -2595853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2595854.250000 Penalty: 3263.447754
	Iteration 76Q: 3 clusters Score -2595854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2595852.750000 Penalty: 3263.447754
	Iteration 77Q: 3 clusters Score -2595853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2595852.750000 Penalty: 3263.447754
	Iteration 78Q: 3 clusters Score -2595853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2595855.000000 Penalty: 3263.447754
	Iteration 79Q: 3 clusters Score -2595855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2595855.000000 Penalty: 3263.447754
	Iteration 80F: 3 clusters Score -2595855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -102720.609375 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -102720.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101334.570312 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -101334.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101566.148438 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -101566.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101633.046875 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -101633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101662.343750 Penalty: 2211.139160
	Iteration 3Q: 3 clusters Score -101662.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101682.773438 Penalty: 2211.139160
	Iteration 4Q: 3 clusters Score -101682.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101694.265625 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -101694.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101701.921875 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -101701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101707.132812 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -101707.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101712.312500 Penalty: 2211.139160
	Iteration 8Q: 3 clusters Score -101712.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101716.546875 Penalty: 2211.139160
	Iteration 9Q: 3 clusters Score -101716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101718.039062 Penalty: 2211.139160
	Iteration 10Q: 3 clusters Score -101718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101718.531250 Penalty: 2211.139160
	Iteration 11Q: 3 clusters Score -101718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101720.148438 Penalty: 2211.139160
	Iteration 12Q: 3 clusters Score -101720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101721.882812 Penalty: 2211.139160
	Iteration 13Q: 3 clusters Score -101721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101723.250000 Penalty: 2211.139160
	Iteration 14Q: 3 clusters Score -101723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101724.367188 Penalty: 2211.139160
	Iteration 15Q: 3 clusters Score -101724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101724.367188 Penalty: 2211.139160
	Iteration 16F: 3 clusters Score -101724.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Entering Unmasked Estep 
Score: -3182314.500000 Penalty: 1659.336670
	Iteration 0F: 2 clusters Score -3182314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3163851.000000 Penalty: 3318.673340
	Iteration 0F: 3 clusters Score -3163851 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3171190.250000 Penalty: 3318.673340
	Iteration 1F: 3 clusters Score -3171190 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3171983.500000 Penalty: 3318.673340
	Iteration 2F: 3 clusters Score -3171984 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3173144.750000 Penalty: 3318.673340
	Iteration 3F: 3 clusters Score -3173145 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3174931.750000 Penalty: 3318.673340
	Iteration 4F: 3 clusters Score -3174932 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3177039.500000 Penalty: 3318.673340
	Iteration 5F: 3 clusters Score -3177040 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3178909.000000 Penalty: 3318.673340
	Iteration 6F: 3 clusters Score -3178909 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3179982.750000 Penalty: 3318.673340
	Iteration 7Q: 3 clusters Score -3179983 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3180418.750000 Penalty: 3318.673340
	Iteration 8Q: 3 clusters Score -3180419 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3180675.250000 Penalty: 3318.673340
	Iteration 9Q: 3 clusters Score -3180675 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3180820.250000 Penalty: 3318.673340
	Iteration 10Q: 3 clusters Score -3180820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3180898.750000 Penalty: 3318.673340
	Iteration 11Q: 3 clusters Score -3180899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3180934.250000 Penalty: 3318.673340
	Iteration 12Q: 3 clusters Score -3180934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3180964.250000 Penalty: 3318.673340
	Iteration 13Q: 3 clusters Score -3180964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3180984.250000 Penalty: 3318.673340
	Iteration 14Q: 3 clusters Score -3180984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3180997.500000 Penalty: 3318.673340
	Iteration 15Q: 3 clusters Score -3180998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3181005.250000 Penalty: 3318.673340
	Iteration 16Q: 3 clusters Score -3181005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3181014.250000 Penalty: 3318.673340
	Iteration 17Q: 3 clusters Score -3181014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3181021.000000 Penalty: 3318.673340
	Iteration 18Q: 3 clusters Score -3181021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3181018.250000 Penalty: 3318.673340
	Iteration 19Q: 3 clusters Score -3181018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3181018.250000 Penalty: 3318.673340
	Iteration 20F: 3 clusters Score -3181018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3181021.250000 Penalty: 3318.673340
	Iteration 21Q: 3 clusters Score -3181021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3181020.750000 Penalty: 3318.673340
	Iteration 22Q: 3 clusters Score -3181021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3181020.750000 Penalty: 3318.673340
	Iteration 23F: 3 clusters Score -3181021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -195124.500000 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -195124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -193216.125000 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -193216.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -193576.890625 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -193576.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -193684.687500 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -193684.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -193733.156250 Penalty: 2418.429199
	Iteration 3Q: 3 clusters Score -193733.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -193760.203125 Penalty: 2418.429199
	Iteration 4Q: 3 clusters Score -193760.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -193776.203125 Penalty: 2418.429199
	Iteration 5Q: 3 clusters Score -193776.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -193790.078125 Penalty: 2418.429199
	Iteration 6Q: 3 clusters Score -193790.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -193802.812500 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -193802.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -193814.765625 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -193814.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -193825.734375 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -193825.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -193835.453125 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -193835.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -193846.562500 Penalty: 2418.429199
	Iteration 11Q: 3 clusters Score -193846.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -193862.625000 Penalty: 2418.429199
	Iteration 12Q: 3 clusters Score -193862.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -193873.750000 Penalty: 2418.429199
	Iteration 13Q: 3 clusters Score -193873.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -193885.218750 Penalty: 2418.429199
	Iteration 14Q: 3 clusters Score -193885.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -193891.609375 Penalty: 2418.429199
	Iteration 15Q: 3 clusters Score -193891.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -193903.468750 Penalty: 2418.429199
	Iteration 16Q: 3 clusters Score -193903.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -193916.875000 Penalty: 2418.429199
	Iteration 17Q: 3 clusters Score -193916.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -193932.156250 Penalty: 2418.429199
	Iteration 18Q: 3 clusters Score -193932.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -193945.031250 Penalty: 2418.429199
	Iteration 19Q: 3 clusters Score -193945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -193953.906250 Penalty: 2418.429199
	Iteration 20F: 3 clusters Score -193953.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -193960.140625 Penalty: 2418.429199
	Iteration 21Q: 3 clusters Score -193960.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -193967.031250 Penalty: 2418.429199
	Iteration 22Q: 3 clusters Score -193967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -193980.593750 Penalty: 2418.429199
	Iteration 23Q: 3 clusters Score -193980.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -193991.140625 Penalty: 2418.429199
	Iteration 24Q: 3 clusters Score -193991.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -194006.921875 Penalty: 2418.429199
	Iteration 25Q: 3 clusters Score -194006.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -194023.078125 Penalty: 2418.429199
	Iteration 26Q: 3 clusters Score -194023.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194039.343750 Penalty: 2418.429199
	Iteration 27Q: 3 clusters Score -194039.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194058.875000 Penalty: 2418.429199
	Iteration 28Q: 3 clusters Score -194058.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -194069.921875 Penalty: 2418.429199
	Iteration 29Q: 3 clusters Score -194069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194074.156250 Penalty: 2418.429199
	Iteration 30Q: 3 clusters Score -194074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194079.093750 Penalty: 2418.429199
	Iteration 31Q: 3 clusters Score -194079.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194083.281250 Penalty: 2418.429199
	Iteration 32Q: 3 clusters Score -194083.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -194090.406250 Penalty: 2418.429199
	Iteration 33Q: 3 clusters Score -194090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -194094.546875 Penalty: 2418.429199
	Iteration 34Q: 3 clusters Score -194094.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -194099.640625 Penalty: 2418.429199
	Iteration 35Q: 3 clusters Score -194099.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -194103.718750 Penalty: 2418.429199
	Iteration 36Q: 3 clusters Score -194103.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -194107.390625 Penalty: 2418.429199
	Iteration 37Q: 3 clusters Score -194107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -194109.609375 Penalty: 2418.429199
	Iteration 38Q: 3 clusters Score -194109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -194110.234375 Penalty: 2418.429199
	Iteration 39Q: 3 clusters Score -194110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -194110.937500 Penalty: 2418.429199
	Iteration 40F: 3 clusters Score -194110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -194110.750000 Penalty: 2418.429199
	Iteration 41Q: 3 clusters Score -194110.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -194110.750000 Penalty: 2418.429199
	Iteration 42F: 3 clusters Score -194110.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -13944.374023 Penalty: 849.183838
	Iteration 0F: 2 clusters Score -13944.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13424.465820 Penalty: 1698.367676
	Iteration 0F: 3 clusters Score -13424.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13591.889648 Penalty: 1698.367676
	Iteration 1F: 3 clusters Score -13591.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13643.070312 Penalty: 1698.367676
	Iteration 2F: 3 clusters Score -13643.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13663.867188 Penalty: 1698.367676
	Iteration 3Q: 3 clusters Score -13663.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13663.867188 Penalty: 1698.367676
	Iteration 4F: 3 clusters Score -13663.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -122363.140625 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -122363.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -120802.281250 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -120802.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -121134.429688 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -121134.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -121216.375000 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -121216.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121250.703125 Penalty: 2302.101074
	Iteration 3Q: 3 clusters Score -121250.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121300.195312 Penalty: 2302.101074
	Iteration 4Q: 3 clusters Score -121300.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -121347.703125 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -121347.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121367.414062 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -121367.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -121378.445312 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -121378.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -121386.851562 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -121386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -121391.023438 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -121391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121394.179688 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -121394.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121395.085938 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -121395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -121396.031250 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -121396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121396.921875 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -121396.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121396.921875 Penalty: 2302.101074
	Iteration 14F: 3 clusters Score -121396.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Entering Unmasked Estep 
Score: -1080265.750000 Penalty: 1486.383423
	Iteration 0F: 2 clusters Score -1080266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1073588.625000 Penalty: 2972.766846
	Iteration 0F: 3 clusters Score -1073589 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1075788.000000 Penalty: 2972.766846
	Iteration 1F: 3 clusters Score -1075788 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1076094.000000 Penalty: 2972.766846
	Iteration 2F: 3 clusters Score -1076094 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1076365.375000 Penalty: 2972.766846
	Iteration 3F: 3 clusters Score -1076365 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1076640.125000 Penalty: 2972.766846
	Iteration 4F: 3 clusters Score -1076640 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1076936.875000 Penalty: 2972.766846
	Iteration 5F: 3 clusters Score -1076937 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1077211.000000 Penalty: 2972.766846
	Iteration 6Q: 3 clusters Score -1077211 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1077494.375000 Penalty: 2972.766846
	Iteration 7Q: 3 clusters Score -1077494 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1077739.750000 Penalty: 2972.766846
	Iteration 8Q: 3 clusters Score -1077740 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1077914.875000 Penalty: 2972.766846
	Iteration 9Q: 3 clusters Score -1077915 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1078060.000000 Penalty: 2972.766846
	Iteration 10Q: 3 clusters Score -1078060 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1078183.125000 Penalty: 2972.766846
	Iteration 11Q: 3 clusters Score -1078183 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1078291.625000 Penalty: 2972.766846
	Iteration 12Q: 3 clusters Score -1078292 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1078390.750000 Penalty: 2972.766846
	Iteration 13Q: 3 clusters Score -1078391 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1078507.125000 Penalty: 2972.766846
	Iteration 14Q: 3 clusters Score -1078507 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1078637.625000 Penalty: 2972.766846
	Iteration 15Q: 3 clusters Score -1078638 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1078744.500000 Penalty: 2972.766846
	Iteration 16Q: 3 clusters Score -1078744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1078817.000000 Penalty: 2972.766846
	Iteration 17Q: 3 clusters Score -1078817 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1078864.250000 Penalty: 2972.766846
	Iteration 18Q: 3 clusters Score -1078864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1078899.250000 Penalty: 2972.766846
	Iteration 19Q: 3 clusters Score -1078899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1078946.000000 Penalty: 2972.766846
	Iteration 20F: 3 clusters Score -1078946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1078990.500000 Penalty: 2972.766846
	Iteration 21Q: 3 clusters Score -1078990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1079033.875000 Penalty: 2972.766846
	Iteration 22Q: 3 clusters Score -1079034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1079067.500000 Penalty: 2972.766846
	Iteration 23Q: 3 clusters Score -1079068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1079096.375000 Penalty: 2972.766846
	Iteration 24Q: 3 clusters Score -1079096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1079115.125000 Penalty: 2972.766846
	Iteration 25Q: 3 clusters Score -1079115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1079128.375000 Penalty: 2972.766846
	Iteration 26Q: 3 clusters Score -1079128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1079143.000000 Penalty: 2972.766846
	Iteration 27Q: 3 clusters Score -1079143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1079155.750000 Penalty: 2972.766846
	Iteration 28Q: 3 clusters Score -1079156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1079167.250000 Penalty: 2972.766846
	Iteration 29Q: 3 clusters Score -1079167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1079172.625000 Penalty: 2972.766846
	Iteration 30Q: 3 clusters Score -1079173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1079172.875000 Penalty: 2972.766846
	Iteration 31Q: 3 clusters Score -1079173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1079176.250000 Penalty: 2972.766846
	Iteration 32Q: 3 clusters Score -1079176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1079177.250000 Penalty: 2972.766846
	Iteration 33Q: 3 clusters Score -1079177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1079177.625000 Penalty: 2972.766846
	Iteration 34Q: 3 clusters Score -1079178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1079180.125000 Penalty: 2972.766846
	Iteration 35Q: 3 clusters Score -1079180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1079182.875000 Penalty: 2972.766846
	Iteration 36Q: 3 clusters Score -1079183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1079182.250000 Penalty: 2972.766846
	Iteration 37Q: 3 clusters Score -1079182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1079182.500000 Penalty: 2972.766846
	Iteration 38Q: 3 clusters Score -1079182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1079182.500000 Penalty: 2972.766846
	Iteration 39F: 3 clusters Score -1079182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4900 members 
Mstep: Class 3 contains 4769 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 3632 members 
Mstep: Class 6 contains 27155 members 
Mstep: Class 7 contains 12989 members 
Mstep: Class 8 contains 106875 members 
Mstep: Class 9 contains 19249 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 68667 members 
Mstep: Class 13 contains 98740 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 110013 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 130740 members 
Mstep: Class 19 contains 4247 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 30764 members 
Mstep: Class 22 contains 15518 members 
Mstep: Class 23 contains 2870 members 
Mstep: Class 24 contains 2618 members 
Mstep: Class 25 contains 12652 members 
Mstep: Class 26 contains 22957 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 27209 members 
Mstep: Class 29 contains 1705 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211704.000000 Penalty: 70409.367188
Iteration 119Q: 33 clusters Score -8.62117e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4909 members 
Mstep: Class 3 contains 4774 members 
Mstep: Class 4 contains 15580 members 
Mstep: Class 5 contains 3641 members 
Mstep: Class 6 contains 27134 members 
Mstep: Class 7 contains 12977 members 
Mstep: Class 8 contains 106792 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 68565 members 
Mstep: Class 13 contains 98616 members 
Mstep: Class 14 contains 12723 members 
Mstep: Class 15 contains 110405 members 
Mstep: Class 16 contains 132 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 130869 members 
Mstep: Class 19 contains 4249 members 
Mstep: Class 20 contains 3928 members 
Mstep: Class 21 contains 30557 members 
Mstep: Class 22 contains 15561 members 
Mstep: Class 23 contains 2866 members 
Mstep: Class 24 contains 2621 members 
Mstep: Class 25 contains 12600 members 
Mstep: Class 26 contains 23052 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 27167 members 
Mstep: Class 29 contains 1708 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1193 members 
Mstep: Class 32 contains 9387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211440.000000 Penalty: 70409.367188
Iteration 120F: 33 clusters Score -8.621144e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 27107 members 
Mstep: Class 7 contains 12960 members 
Mstep: Class 8 contains 106710 members 
Mstep: Class 9 contains 19237 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 68436 members 
Mstep: Class 13 contains 98508 members 
Mstep: Class 14 contains 12695 members 
Mstep: Class 15 contains 110775 members 
Mstep: Class 16 contains 138 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131046 members 
Mstep: Class 19 contains 4256 members 
Mstep: Class 20 contains 3931 members 
Mstep: Class 21 contains 30376 members 
Mstep: Class 22 contains 15599 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 2618 members 
Mstep: Class 25 contains 12549 members 
Mstep: Class 26 contains 23142 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 27113 members 
Mstep: Class 29 contains 1709 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211368.000000 Penalty: 70409.367188
Iteration 121Q: 33 clusters Score -8.621137e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4906 members 
Mstep: Class 3 contains 4781 members 
Mstep: Class 4 contains 15585 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 27073 members 
Mstep: Class 7 contains 12945 members 
Mstep: Class 8 contains 106592 members 
Mstep: Class 9 contains 19235 members 
Mstep: Class 10 contains 2789 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 68337 members 
Mstep: Class 13 contains 98416 members 
Mstep: Class 14 contains 12673 members 
Mstep: Class 15 contains 111144 members 
Mstep: Class 16 contains 145 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131161 members 
Mstep: Class 19 contains 4264 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 30208 members 
Mstep: Class 22 contains 15644 members 
Mstep: Class 23 contains 2859 members 
Mstep: Class 24 contains 2621 members 
Mstep: Class 25 contains 12486 members 
Mstep: Class 26 contains 23245 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 27074 members 
Mstep: Class 29 contains 1710 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 9389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211328.000000 Penalty: 70409.367188
Iteration 122Q: 33 clusters Score -8.621133e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 4782 members 
Mstep: Class 4 contains 15585 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 27053 members 
Mstep: Class 7 contains 12928 members 
Mstep: Class 8 contains 106465 members 
Mstep: Class 9 contains 19230 members 
Mstep: Class 10 contains 2778 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 68213 members 
Mstep: Class 13 contains 98384 members 
Mstep: Class 14 contains 12664 members 
Mstep: Class 15 contains 111460 members 
Mstep: Class 16 contains 149 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131300 members 
Mstep: Class 19 contains 4267 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 30039 members 
Mstep: Class 22 contains 15706 members 
Mstep: Class 23 contains 2856 members 
Mstep: Class 24 contains 2624 members 
Mstep: Class 25 contains 12422 members 
Mstep: Class 26 contains 23341 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 27040 members 
Mstep: Class 29 contains 1710 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 9390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210920.000000 Penalty: 70409.367188
Iteration 123Q: 33 clusters Score -8.621092e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 3 contains 4787 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 3656 members 
Mstep: Class 6 contains 27031 members 
Mstep: Class 7 contains 12920 members 
Mstep: Class 8 contains 106399 members 
Mstep: Class 9 contains 19236 members 
Mstep: Class 10 contains 2768 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 68112 members 
Mstep: Class 13 contains 98366 members 
Mstep: Class 14 contains 12650 members 
Mstep: Class 15 contains 111738 members 
Mstep: Class 16 contains 151 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131387 members 
Mstep: Class 19 contains 4267 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 29847 members 
Mstep: Class 22 contains 15745 members 
Mstep: Class 23 contains 2856 members 
Mstep: Class 24 contains 2643 members 
Mstep: Class 25 contains 12370 members 
Mstep: Class 26 contains 23421 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 27010 members 
Mstep: Class 29 contains 1710 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210856.000000 Penalty: 70409.367188
Iteration 124Q: 33 clusters Score -8.621086e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 4789 members 
Mstep: Class 4 contains 15569 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 27006 members 
Mstep: Class 7 contains 12910 members 
Mstep: Class 8 contains 106360 members 
Mstep: Class 9 contains 19237 members 
Mstep: Class 10 contains 2760 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67998 members 
Mstep: Class 13 contains 98390 members 
Mstep: Class 14 contains 12639 members 
Mstep: Class 15 contains 111960 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131470 members 
Mstep: Class 19 contains 4266 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 29676 members 
Mstep: Class 22 contains 15800 members 
Mstep: Class 23 contains 2860 members 
Mstep: Class 24 contains 2659 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 23493 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26982 members 
Mstep: Class 29 contains 1710 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210848.000000 Penalty: 70409.367188
Iteration 125Q: 33 clusters Score -8.621085e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4915 members 
Mstep: Class 3 contains 4789 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 5 contains 3667 members 
Mstep: Class 6 contains 26987 members 
Mstep: Class 7 contains 12896 members 
Mstep: Class 8 contains 106324 members 
Mstep: Class 9 contains 19235 members 
Mstep: Class 10 contains 2756 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67898 members 
Mstep: Class 13 contains 98420 members 
Mstep: Class 14 contains 12629 members 
Mstep: Class 15 contains 112149 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131572 members 
Mstep: Class 19 contains 4266 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 29503 members 
Mstep: Class 22 contains 15859 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2665 members 
Mstep: Class 25 contains 12271 members 
Mstep: Class 26 contains 23550 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26949 members 
Mstep: Class 29 contains 1710 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210552.000000 Penalty: 70409.367188
Iteration 126Q: 33 clusters Score -8.621055e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4928 members 
Mstep: Class 3 contains 4798 members 
Mstep: Class 4 contains 15553 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 26964 members 
Mstep: Class 7 contains 12886 members 
Mstep: Class 8 contains 106287 members 
Mstep: Class 9 contains 19236 members 
Mstep: Class 10 contains 2745 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67806 members 
Mstep: Class 13 contains 98486 members 
Mstep: Class 14 contains 12617 members 
Mstep: Class 15 contains 112282 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131669 members 
Mstep: Class 19 contains 4263 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 29341 members 
Mstep: Class 22 contains 15919 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2668 members 
Mstep: Class 25 contains 12232 members 
Mstep: Class 26 contains 23605 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26916 members 
Mstep: Class 29 contains 1710 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210464.000000 Penalty: 70409.367188
Iteration 127Q: 33 clusters Score -8.621046e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 4799 members 
Mstep: Class 4 contains 15551 members 
Mstep: Class 5 contains 3671 members 
Mstep: Class 6 contains 26947 members 
Mstep: Class 7 contains 12879 members 
Mstep: Class 8 contains 106231 members 
Mstep: Class 9 contains 19234 members 
Mstep: Class 10 contains 2735 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67704 members 
Mstep: Class 13 contains 98561 members 
Mstep: Class 14 contains 12609 members 
Mstep: Class 15 contains 112383 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131762 members 
Mstep: Class 19 contains 4264 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 29196 members 
Mstep: Class 22 contains 15995 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2670 members 
Mstep: Class 25 contains 12204 members 
Mstep: Class 26 contains 23644 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26899 members 
Mstep: Class 29 contains 1710 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210440.000000 Penalty: 70409.367188
Iteration 128Q: 33 clusters Score -8.621044e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 4798 members 
Mstep: Class 4 contains 15551 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 26937 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 106207 members 
Mstep: Class 9 contains 19227 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67611 members 
Mstep: Class 13 contains 98637 members 
Mstep: Class 14 contains 12604 members 
Mstep: Class 15 contains 112467 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131828 members 
Mstep: Class 19 contains 4264 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 29039 members 
Mstep: Class 22 contains 16065 members 
Mstep: Class 23 contains 2870 members 
Mstep: Class 24 contains 2673 members 
Mstep: Class 25 contains 12183 members 
Mstep: Class 26 contains 23672 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26886 members 
Mstep: Class 29 contains 1710 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210136.000000 Penalty: 70409.367188
Iteration 129Q: 33 clusters Score -8.621014e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 4799 members 
Mstep: Class 4 contains 15549 members 
Mstep: Class 5 contains 3686 members 
Mstep: Class 6 contains 26921 members 
Mstep: Class 7 contains 12880 members 
Mstep: Class 8 contains 106176 members 
Mstep: Class 9 contains 19221 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67520 members 
Mstep: Class 13 contains 98716 members 
Mstep: Class 14 contains 12603 members 
Mstep: Class 15 contains 112548 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131902 members 
Mstep: Class 19 contains 4265 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 28887 members 
Mstep: Class 22 contains 16126 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 2675 members 
Mstep: Class 25 contains 12173 members 
Mstep: Class 26 contains 23692 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26877 members 
Mstep: Class 29 contains 1710 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 9387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210184.000000 Penalty: 70409.367188
Iteration 130Q: 33 clusters Score -8.621018e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 4796 members 
Mstep: Class 4 contains 15543 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 26908 members 
Mstep: Class 7 contains 12882 members 
Mstep: Class 8 contains 106145 members 
Mstep: Class 9 contains 19213 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67444 members 
Mstep: Class 13 contains 98785 members 
Mstep: Class 14 contains 12604 members 
Mstep: Class 15 contains 112646 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131950 members 
Mstep: Class 19 contains 4266 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 28746 members 
Mstep: Class 22 contains 16193 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 2674 members 
Mstep: Class 25 contains 12162 members 
Mstep: Class 26 contains 23714 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26868 members 
Mstep: Class 29 contains 1711 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 9384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210080.000000 Penalty: 70409.367188
Iteration 131Q: 33 clusters Score -8.621008e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 4805 members 
Mstep: Class 4 contains 15541 members 
Mstep: Class 5 contains 3693 members 
Mstep: Class 6 contains 26900 members 
Mstep: Class 7 contains 12880 members 
Mstep: Class 8 contains 106124 members 
Mstep: Class 9 contains 19208 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67387 members 
Mstep: Class 13 contains 98859 members 
Mstep: Class 14 contains 12604 members 
Mstep: Class 15 contains 112727 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131974 members 
Mstep: Class 19 contains 4270 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 16267 members 
Mstep: Class 23 contains 2867 members 
Mstep: Class 24 contains 2675 members 
Mstep: Class 25 contains 12150 members 
Mstep: Class 26 contains 23733 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26851 members 
Mstep: Class 29 contains 1712 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 9382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210104.000000 Penalty: 70409.367188
Iteration 132Q: 33 clusters Score -8.62101e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 4805 members 
Mstep: Class 4 contains 15539 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 26894 members 
Mstep: Class 7 contains 12882 members 
Mstep: Class 8 contains 106076 members 
Mstep: Class 9 contains 19209 members 
Mstep: Class 10 contains 2703 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67330 members 
Mstep: Class 13 contains 98945 members 
Mstep: Class 14 contains 12601 members 
Mstep: Class 15 contains 112822 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 131998 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 28446 members 
Mstep: Class 22 contains 16338 members 
Mstep: Class 23 contains 2866 members 
Mstep: Class 24 contains 2677 members 
Mstep: Class 25 contains 12140 members 
Mstep: Class 26 contains 23744 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26836 members 
Mstep: Class 29 contains 1712 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 9384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210024.000000 Penalty: 70409.367188
Iteration 133Q: 33 clusters Score -8.621002e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 26895 members 
Mstep: Class 7 contains 12880 members 
Mstep: Class 8 contains 106027 members 
Mstep: Class 9 contains 19211 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67289 members 
Mstep: Class 13 contains 99027 members 
Mstep: Class 14 contains 12592 members 
Mstep: Class 15 contains 112887 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132016 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 28309 members 
Mstep: Class 22 contains 16413 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 12126 members 
Mstep: Class 26 contains 23760 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26827 members 
Mstep: Class 29 contains 1712 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 9388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209912.000000 Penalty: 70409.367188
Iteration 134Q: 33 clusters Score -8.620991e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 15533 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 26888 members 
Mstep: Class 7 contains 12880 members 
Mstep: Class 8 contains 105987 members 
Mstep: Class 9 contains 19214 members 
Mstep: Class 10 contains 2688 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67235 members 
Mstep: Class 13 contains 99149 members 
Mstep: Class 14 contains 12582 members 
Mstep: Class 15 contains 112938 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132027 members 
Mstep: Class 19 contains 4280 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 28168 members 
Mstep: Class 22 contains 16488 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2679 members 
Mstep: Class 25 contains 12118 members 
Mstep: Class 26 contains 23768 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26821 members 
Mstep: Class 29 contains 1712 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209776.000000 Penalty: 70409.367188
Iteration 135Q: 33 clusters Score -8.620978e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5022 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 15524 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 26883 members 
Mstep: Class 7 contains 12878 members 
Mstep: Class 8 contains 105929 members 
Mstep: Class 9 contains 19214 members 
Mstep: Class 10 contains 2683 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67193 members 
Mstep: Class 13 contains 99254 members 
Mstep: Class 14 contains 12577 members 
Mstep: Class 15 contains 113016 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132030 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 3937 members 
Mstep: Class 21 contains 28030 members 
Mstep: Class 22 contains 16561 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2680 members 
Mstep: Class 25 contains 12109 members 
Mstep: Class 26 contains 23778 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26808 members 
Mstep: Class 29 contains 1711 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 32 contains 9391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209720.000000 Penalty: 70409.367188
Iteration 136Q: 33 clusters Score -8.620972e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 4812 members 
Mstep: Class 4 contains 15518 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 26876 members 
Mstep: Class 7 contains 12877 members 
Mstep: Class 8 contains 105898 members 
Mstep: Class 9 contains 19218 members 
Mstep: Class 10 contains 2679 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67148 members 
Mstep: Class 13 contains 99388 members 
Mstep: Class 14 contains 12571 members 
Mstep: Class 15 contains 113065 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132023 members 
Mstep: Class 19 contains 4283 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 27887 members 
Mstep: Class 22 contains 16626 members 
Mstep: Class 23 contains 2859 members 
Mstep: Class 24 contains 2679 members 
Mstep: Class 25 contains 12101 members 
Mstep: Class 26 contains 23789 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26797 members 
Mstep: Class 29 contains 1712 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209664.000000 Penalty: 70409.367188
Iteration 137Q: 33 clusters Score -8.620966e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5039 members 
Mstep: Class 3 contains 4810 members 
Mstep: Class 4 contains 15517 members 
Mstep: Class 5 contains 3703 members 
Mstep: Class 6 contains 26871 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 105871 members 
Mstep: Class 9 contains 19215 members 
Mstep: Class 10 contains 2676 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67103 members 
Mstep: Class 13 contains 99499 members 
Mstep: Class 14 contains 12563 members 
Mstep: Class 15 contains 113113 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132022 members 
Mstep: Class 19 contains 4288 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 27758 members 
Mstep: Class 22 contains 16702 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 2679 members 
Mstep: Class 25 contains 12094 members 
Mstep: Class 26 contains 23804 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26780 members 
Mstep: Class 29 contains 1712 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209472.000000 Penalty: 70409.367188
Iteration 138Q: 33 clusters Score -8.620947e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 3704 members 
Mstep: Class 6 contains 26867 members 
Mstep: Class 7 contains 12874 members 
Mstep: Class 8 contains 105855 members 
Mstep: Class 9 contains 19220 members 
Mstep: Class 10 contains 2673 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67056 members 
Mstep: Class 13 contains 99584 members 
Mstep: Class 14 contains 12554 members 
Mstep: Class 15 contains 113173 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132051 members 
Mstep: Class 19 contains 4292 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 27605 members 
Mstep: Class 22 contains 16773 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2679 members 
Mstep: Class 25 contains 12084 members 
Mstep: Class 26 contains 23817 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26765 members 
Mstep: Class 29 contains 1714 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209392.000000 Penalty: 70409.367188
Iteration 139Q: 33 clusters Score -8.620939e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15503 members 
Mstep: Class 5 contains 3707 members 
Mstep: Class 6 contains 26860 members 
Mstep: Class 7 contains 12870 members 
Mstep: Class 8 contains 105825 members 
Mstep: Class 9 contains 19216 members 
Mstep: Class 10 contains 2668 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67025 members 
Mstep: Class 13 contains 99663 members 
Mstep: Class 14 contains 12550 members 
Mstep: Class 15 contains 113239 members 
Mstep: Class 16 contains 152 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132069 members 
Mstep: Class 19 contains 4297 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 27460 members 
Mstep: Class 22 contains 16860 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 12073 members 
Mstep: Class 26 contains 23830 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26740 members 
Mstep: Class 29 contains 1715 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209304.000000 Penalty: 70409.367188
Iteration 140F: 33 clusters Score -8.62093e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5062 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15503 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 26859 members 
Mstep: Class 7 contains 12862 members 
Mstep: Class 8 contains 105772 members 
Mstep: Class 9 contains 19207 members 
Mstep: Class 10 contains 2663 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66986 members 
Mstep: Class 13 contains 99744 members 
Mstep: Class 14 contains 12549 members 
Mstep: Class 15 contains 113327 members 
Mstep: Class 16 contains 156 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132078 members 
Mstep: Class 19 contains 4298 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 27313 members 
Mstep: Class 22 contains 16940 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 2676 members 
Mstep: Class 25 contains 12063 members 
Mstep: Class 26 contains 23845 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26731 members 
Mstep: Class 29 contains 1716 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209392.000000 Penalty: 70409.367188
Iteration 141Q: 33 clusters Score -8.620939e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 26854 members 
Mstep: Class 7 contains 12858 members 
Mstep: Class 8 contains 105708 members 
Mstep: Class 9 contains 19208 members 
Mstep: Class 10 contains 2658 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66958 members 
Mstep: Class 13 contains 99810 members 
Mstep: Class 14 contains 12546 members 
Mstep: Class 15 contains 113427 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132088 members 
Mstep: Class 19 contains 4296 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 27171 members 
Mstep: Class 22 contains 17009 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2677 members 
Mstep: Class 25 contains 12057 members 
Mstep: Class 26 contains 23853 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26720 members 
Mstep: Class 29 contains 1718 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209400.000000 Penalty: 70409.367188
Iteration 142Q: 33 clusters Score -8.62094e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5082 members 
Mstep: Class 3 contains 4809 members 
Mstep: Class 4 contains 15508 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 26850 members 
Mstep: Class 7 contains 12850 members 
Mstep: Class 8 contains 105619 members 
Mstep: Class 9 contains 19211 members 
Mstep: Class 10 contains 2653 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66922 members 
Mstep: Class 13 contains 99875 members 
Mstep: Class 14 contains 12549 members 
Mstep: Class 15 contains 113544 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132103 members 
Mstep: Class 19 contains 4295 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 27046 members 
Mstep: Class 22 contains 17058 members 
Mstep: Class 23 contains 2865 members 
Mstep: Class 24 contains 2686 members 
Mstep: Class 25 contains 12056 members 
Mstep: Class 26 contains 23858 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26710 members 
Mstep: Class 29 contains 1720 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209360.000000 Penalty: 70409.367188
Iteration 143Q: 33 clusters Score -8.620936e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5093 members 
Mstep: Class 3 contains 4813 members 
Mstep: Class 4 contains 15504 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 26841 members 
Mstep: Class 7 contains 12850 members 
Mstep: Class 8 contains 105563 members 
Mstep: Class 9 contains 19209 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66882 members 
Mstep: Class 13 contains 99935 members 
Mstep: Class 14 contains 12550 members 
Mstep: Class 15 contains 113650 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132120 members 
Mstep: Class 19 contains 4295 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 26908 members 
Mstep: Class 22 contains 17112 members 
Mstep: Class 23 contains 2866 members 
Mstep: Class 24 contains 2692 members 
Mstep: Class 25 contains 12053 members 
Mstep: Class 26 contains 23864 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26699 members 
Mstep: Class 29 contains 1722 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209264.000000 Penalty: 70409.367188
Iteration 144Q: 33 clusters Score -8.620926e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 15498 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 26835 members 
Mstep: Class 7 contains 12844 members 
Mstep: Class 8 contains 105518 members 
Mstep: Class 9 contains 19207 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66849 members 
Mstep: Class 13 contains 100002 members 
Mstep: Class 14 contains 12545 members 
Mstep: Class 15 contains 113744 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132128 members 
Mstep: Class 19 contains 4297 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 26775 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 2865 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 12046 members 
Mstep: Class 26 contains 23875 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26690 members 
Mstep: Class 29 contains 1722 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209208.000000 Penalty: 70409.367188
Iteration 145Q: 33 clusters Score -8.620921e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5115 members 
Mstep: Class 3 contains 4812 members 
Mstep: Class 4 contains 15490 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 26830 members 
Mstep: Class 7 contains 12838 members 
Mstep: Class 8 contains 105503 members 
Mstep: Class 9 contains 19213 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66827 members 
Mstep: Class 13 contains 100070 members 
Mstep: Class 14 contains 12536 members 
Mstep: Class 15 contains 113834 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132132 members 
Mstep: Class 19 contains 4296 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 26633 members 
Mstep: Class 22 contains 17207 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 12040 members 
Mstep: Class 26 contains 23884 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26682 members 
Mstep: Class 29 contains 1723 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209256.000000 Penalty: 70409.367188
Iteration 146Q: 33 clusters Score -8.620926e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5126 members 
Mstep: Class 3 contains 4819 members 
Mstep: Class 4 contains 15487 members 
Mstep: Class 5 contains 3727 members 
Mstep: Class 6 contains 26830 members 
Mstep: Class 7 contains 12836 members 
Mstep: Class 8 contains 105472 members 
Mstep: Class 9 contains 19211 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66804 members 
Mstep: Class 13 contains 100138 members 
Mstep: Class 14 contains 12532 members 
Mstep: Class 15 contains 113898 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132130 members 
Mstep: Class 19 contains 4297 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 26493 members 
Mstep: Class 22 contains 17263 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 12036 members 
Mstep: Class 26 contains 23892 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26679 members 
Mstep: Class 29 contains 1723 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209296.000000 Penalty: 70409.367188
Iteration 147Q: 33 clusters Score -8.62093e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 4819 members 
Mstep: Class 4 contains 15487 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 26835 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 105428 members 
Mstep: Class 9 contains 19207 members 
Mstep: Class 10 contains 2640 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66793 members 
Mstep: Class 13 contains 100221 members 
Mstep: Class 14 contains 12524 members 
Mstep: Class 15 contains 113941 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132138 members 
Mstep: Class 19 contains 4296 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 26357 members 
Mstep: Class 22 contains 17331 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 12028 members 
Mstep: Class 26 contains 23903 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26674 members 
Mstep: Class 29 contains 1724 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209248.000000 Penalty: 70409.367188
Iteration 148Q: 33 clusters Score -8.620925e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 15488 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 26834 members 
Mstep: Class 7 contains 12832 members 
Mstep: Class 8 contains 105387 members 
Mstep: Class 9 contains 19209 members 
Mstep: Class 10 contains 2638 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66776 members 
Mstep: Class 13 contains 100323 members 
Mstep: Class 14 contains 12518 members 
Mstep: Class 15 contains 113967 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132155 members 
Mstep: Class 19 contains 4296 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 26219 members 
Mstep: Class 22 contains 17397 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 2695 members 
Mstep: Class 25 contains 12025 members 
Mstep: Class 26 contains 23909 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26658 members 
Mstep: Class 29 contains 1725 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209128.000000 Penalty: 70409.367188
Iteration 149Q: 33 clusters Score -8.620913e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 4812 members 
Mstep: Class 4 contains 15485 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 26832 members 
Mstep: Class 7 contains 12831 members 
Mstep: Class 8 contains 105336 members 
Mstep: Class 9 contains 19212 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66767 members 
Mstep: Class 13 contains 100429 members 
Mstep: Class 14 contains 12516 members 
Mstep: Class 15 contains 113991 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132175 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 26070 members 
Mstep: Class 22 contains 17469 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 12022 members 
Mstep: Class 26 contains 23918 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 26642 members 
Mstep: Class 29 contains 1726 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209040.000000 Penalty: 70409.367188
Iteration 150Q: 33 clusters Score -8.620904e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 15486 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 26834 members 
Mstep: Class 7 contains 12832 members 
Mstep: Class 8 contains 105290 members 
Mstep: Class 9 contains 19213 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66758 members 
Mstep: Class 13 contains 100543 members 
Mstep: Class 14 contains 12513 members 
Mstep: Class 15 contains 114014 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132187 members 
Mstep: Class 19 contains 4300 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 25907 members 
Mstep: Class 22 contains 17537 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2695 members 
Mstep: Class 25 contains 12020 members 
Mstep: Class 26 contains 23919 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 26634 members 
Mstep: Class 29 contains 1726 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209032.000000 Penalty: 70409.367188
Iteration 151Q: 33 clusters Score -8.620903e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5153 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 15487 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 26837 members 
Mstep: Class 7 contains 12831 members 
Mstep: Class 8 contains 105237 members 
Mstep: Class 9 contains 19205 members 
Mstep: Class 10 contains 2632 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 66745 members 
Mstep: Class 13 contains 100673 members 
Mstep: Class 14 contains 12512 members 
Mstep: Class 15 contains 114027 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132191 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 25766 members 
Mstep: Class 22 contains 17600 members 
Mstep: Class 23 contains 2865 members 
Mstep: Class 24 contains 2695 members 
Mstep: Class 25 contains 12018 members 
Mstep: Class 26 contains 23921 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 26626 members 
Mstep: Class 29 contains 1727 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209096.000000 Penalty: 70409.367188
Iteration 152Q: 33 clusters Score -8.62091e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5166 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15486 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 26840 members 
Mstep: Class 7 contains 12832 members 
Mstep: Class 8 contains 105211 members 
Mstep: Class 9 contains 19204 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66737 members 
Mstep: Class 13 contains 100825 members 
Mstep: Class 14 contains 12511 members 
Mstep: Class 15 contains 113997 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132187 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 25610 members 
Mstep: Class 22 contains 17664 members 
Mstep: Class 23 contains 2865 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 12017 members 
Mstep: Class 26 contains 23923 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 26621 members 
Mstep: Class 29 contains 1727 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209184.000000 Penalty: 70409.367188
Iteration 153Q: 33 clusters Score -8.620918e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 4805 members 
Mstep: Class 4 contains 15484 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 26838 members 
Mstep: Class 7 contains 12827 members 
Mstep: Class 8 contains 105178 members 
Mstep: Class 9 contains 19207 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66733 members 
Mstep: Class 13 contains 100984 members 
Mstep: Class 14 contains 12504 members 
Mstep: Class 15 contains 113995 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132198 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 25450 members 
Mstep: Class 22 contains 17711 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 12016 members 
Mstep: Class 26 contains 23926 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 26612 members 
Mstep: Class 29 contains 1728 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209160.000000 Penalty: 70409.367188
Iteration 154Q: 33 clusters Score -8.620916e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15480 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 26838 members 
Mstep: Class 7 contains 12825 members 
Mstep: Class 8 contains 105147 members 
Mstep: Class 9 contains 19216 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66720 members 
Mstep: Class 13 contains 101180 members 
Mstep: Class 14 contains 12502 members 
Mstep: Class 15 contains 113919 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132199 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 3946 members 
Mstep: Class 21 contains 25314 members 
Mstep: Class 22 contains 17761 members 
Mstep: Class 23 contains 2865 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 12015 members 
Mstep: Class 26 contains 23927 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 26601 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209232.000000 Penalty: 70409.367188
Iteration 155Q: 33 clusters Score -8.620923e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15471 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 26836 members 
Mstep: Class 7 contains 12824 members 
Mstep: Class 8 contains 105089 members 
Mstep: Class 9 contains 19223 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66706 members 
Mstep: Class 13 contains 101375 members 
Mstep: Class 14 contains 12499 members 
Mstep: Class 15 contains 113851 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132218 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 25204 members 
Mstep: Class 22 contains 17804 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 12014 members 
Mstep: Class 26 contains 23930 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 26588 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209328.000000 Penalty: 70409.367188
Iteration 156Q: 33 clusters Score -8.620933e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15463 members 
Mstep: Class 5 contains 3743 members 
Mstep: Class 6 contains 26835 members 
Mstep: Class 7 contains 12819 members 
Mstep: Class 8 contains 105025 members 
Mstep: Class 9 contains 19229 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66702 members 
Mstep: Class 13 contains 101591 members 
Mstep: Class 14 contains 12495 members 
Mstep: Class 15 contains 113753 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132239 members 
Mstep: Class 19 contains 4303 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 25106 members 
Mstep: Class 22 contains 17842 members 
Mstep: Class 23 contains 2869 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 12011 members 
Mstep: Class 26 contains 23936 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26583 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209304.000000 Penalty: 70409.367188
Iteration 157Q: 33 clusters Score -8.62093e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 4809 members 
Mstep: Class 4 contains 15458 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 26834 members 
Mstep: Class 7 contains 12814 members 
Mstep: Class 8 contains 104981 members 
Mstep: Class 9 contains 19225 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66695 members 
Mstep: Class 13 contains 101826 members 
Mstep: Class 14 contains 12492 members 
Mstep: Class 15 contains 113655 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132234 members 
Mstep: Class 19 contains 4304 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 25012 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 2868 members 
Mstep: Class 24 contains 2693 members 
Mstep: Class 25 contains 12010 members 
Mstep: Class 26 contains 23937 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26577 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209344.000000 Penalty: 70409.367188
Iteration 158Q: 33 clusters Score -8.620934e+07 nChanged 651
Entering ConstructFrom: 
Score: -86209344.000000 Penalty: 70409.367188
Entering ConstructFrom: 
Trying to split cluster 1 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -233424.734375 Penalty: 1228.258911
	Iteration 0F: 2 clusters Score -233424.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -231403.390625 Penalty: 2456.517822
	Iteration 0F: 3 clusters Score -231403.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -231793.625000 Penalty: 2456.517822
	Iteration 1F: 3 clusters Score -231793.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -231887.078125 Penalty: 2456.517822
	Iteration 2F: 3 clusters Score -231887.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -231925.312500 Penalty: 2456.517822
	Iteration 3Q: 3 clusters Score -231925.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -231948.656250 Penalty: 2456.517822
	Iteration 4Q: 3 clusters Score -231948.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -231968.437500 Penalty: 2456.517822
	Iteration 5Q: 3 clusters Score -231968.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -231978.093750 Penalty: 2456.517822
	Iteration 6Q: 3 clusters Score -231978.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -231987.171875 Penalty: 2456.517822
	Iteration 7Q: 3 clusters Score -231987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -231993.656250 Penalty: 2456.517822
	Iteration 8Q: 3 clusters Score -231993.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -231998.750000 Penalty: 2456.517822
	Iteration 9Q: 3 clusters Score -231998.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -232002.562500 Penalty: 2456.517822
	Iteration 10Q: 3 clusters Score -232002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -232004.203125 Penalty: 2456.517822
	Iteration 11Q: 3 clusters Score -232004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -232007.468750 Penalty: 2456.517822
	Iteration 12Q: 3 clusters Score -232007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -232010.890625 Penalty: 2456.517822
	Iteration 13Q: 3 clusters Score -232010.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -232013.796875 Penalty: 2456.517822
	Iteration 14Q: 3 clusters Score -232013.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -232016.500000 Penalty: 2456.517822
	Iteration 15Q: 3 clusters Score -232016.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -232018.718750 Penalty: 2456.517822
	Iteration 16Q: 3 clusters Score -232018.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -232025.421875 Penalty: 2456.517822
	Iteration 17Q: 3 clusters Score -232025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -232030.734375 Penalty: 2456.517822
	Iteration 18Q: 3 clusters Score -232030.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -232036.781250 Penalty: 2456.517822
	Iteration 19Q: 3 clusters Score -232036.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -232041.843750 Penalty: 2456.517822
	Iteration 20F: 3 clusters Score -232041.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -232043.890625 Penalty: 2456.517822
	Iteration 21Q: 3 clusters Score -232043.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -232049.531250 Penalty: 2456.517822
	Iteration 22Q: 3 clusters Score -232049.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -232055.718750 Penalty: 2456.517822
	Iteration 23Q: 3 clusters Score -232055.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -232059.640625 Penalty: 2456.517822
	Iteration 24Q: 3 clusters Score -232059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -232063.187500 Penalty: 2456.517822
	Iteration 25Q: 3 clusters Score -232063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -232064.312500 Penalty: 2456.517822
	Iteration 26Q: 3 clusters Score -232064.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -232066.578125 Penalty: 2456.517822
	Iteration 27Q: 3 clusters Score -232066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -232067.203125 Penalty: 2456.517822
	Iteration 28Q: 3 clusters Score -232067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -232068.015625 Penalty: 2456.517822
	Iteration 29Q: 3 clusters Score -232068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232068.078125 Penalty: 2456.517822
	Iteration 30Q: 3 clusters Score -232068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -232068.812500 Penalty: 2456.517822
	Iteration 31Q: 3 clusters Score -232068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -232069.250000 Penalty: 2456.517822
	Iteration 32Q: 3 clusters Score -232069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -232069.250000 Penalty: 2456.517822
	Iteration 33F: 3 clusters Score -232069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Entering Unmasked Estep 
Score: -606394.437500 Penalty: 1390.822876
	Iteration 0F: 2 clusters Score -606394.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -602335.250000 Penalty: 2781.645752
	Iteration 0F: 3 clusters Score -602335.2 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -603409.250000 Penalty: 2781.645752
	Iteration 1F: 3 clusters Score -603409.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -603596.812500 Penalty: 2781.645752
	Iteration 2F: 3 clusters Score -603596.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -603700.750000 Penalty: 2781.645752
	Iteration 3Q: 3 clusters Score -603700.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -603763.875000 Penalty: 2781.645752
	Iteration 4Q: 3 clusters Score -603763.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -603820.125000 Penalty: 2781.645752
	Iteration 5Q: 3 clusters Score -603820.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -603875.375000 Penalty: 2781.645752
	Iteration 6Q: 3 clusters Score -603875.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -603928.375000 Penalty: 2781.645752
	Iteration 7Q: 3 clusters Score -603928.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -603982.312500 Penalty: 2781.645752
	Iteration 8Q: 3 clusters Score -603982.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -604036.500000 Penalty: 2781.645752
	Iteration 9Q: 3 clusters Score -604036.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -604097.312500 Penalty: 2781.645752
	Iteration 10Q: 3 clusters Score -604097.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -604171.312500 Penalty: 2781.645752
	Iteration 11Q: 3 clusters Score -604171.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -604238.375000 Penalty: 2781.645752
	Iteration 12Q: 3 clusters Score -604238.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -604317.750000 Penalty: 2781.645752
	Iteration 13Q: 3 clusters Score -604317.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -604415.250000 Penalty: 2781.645752
	Iteration 14Q: 3 clusters Score -604415.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -604525.875000 Penalty: 2781.645752
	Iteration 15Q: 3 clusters Score -604525.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -604637.312500 Penalty: 2781.645752
	Iteration 16Q: 3 clusters Score -604637.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -604747.625000 Penalty: 2781.645752
	Iteration 17Q: 3 clusters Score -604747.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -604845.125000 Penalty: 2781.645752
	Iteration 18Q: 3 clusters Score -604845.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -604914.625000 Penalty: 2781.645752
	Iteration 19Q: 3 clusters Score -604914.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -604978.687500 Penalty: 2781.645752
	Iteration 20F: 3 clusters Score -604978.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -605023.687500 Penalty: 2781.645752
	Iteration 21Q: 3 clusters Score -605023.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -605069.000000 Penalty: 2781.645752
	Iteration 22Q: 3 clusters Score -605069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -605105.500000 Penalty: 2781.645752
	Iteration 23Q: 3 clusters Score -605105.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -605125.125000 Penalty: 2781.645752
	Iteration 24Q: 3 clusters Score -605125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -605136.687500 Penalty: 2781.645752
	Iteration 25Q: 3 clusters Score -605136.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -605148.000000 Penalty: 2781.645752
	Iteration 26Q: 3 clusters Score -605148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -605158.375000 Penalty: 2781.645752
	Iteration 27Q: 3 clusters Score -605158.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -605166.750000 Penalty: 2781.645752
	Iteration 28Q: 3 clusters Score -605166.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -605173.625000 Penalty: 2781.645752
	Iteration 29Q: 3 clusters Score -605173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -605185.125000 Penalty: 2781.645752
	Iteration 30Q: 3 clusters Score -605185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -605187.687500 Penalty: 2781.645752
	Iteration 31Q: 3 clusters Score -605187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -605187.250000 Penalty: 2781.645752
	Iteration 32Q: 3 clusters Score -605187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -605187.937500 Penalty: 2781.645752
	Iteration 33Q: 3 clusters Score -605187.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -605187.937500 Penalty: 2781.645752
	Iteration 34F: 3 clusters Score -605187.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Entering Unmasked Estep 
Score: -526020.062500 Penalty: 1377.681030
	Iteration 0F: 2 clusters Score -526020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -522181.000000 Penalty: 2755.362061
	Iteration 0F: 3 clusters Score -522181 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -523287.031250 Penalty: 2755.362061
	Iteration 1F: 3 clusters Score -523287 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -523545.281250 Penalty: 2755.362061
	Iteration 2F: 3 clusters Score -523545.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -523782.875000 Penalty: 2755.362061
	Iteration 3F: 3 clusters Score -523782.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -523962.312500 Penalty: 2755.362061
	Iteration 4F: 3 clusters Score -523962.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -524095.250000 Penalty: 2755.362061
	Iteration 5F: 3 clusters Score -524095.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -524181.843750 Penalty: 2755.362061
	Iteration 6Q: 3 clusters Score -524181.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -524243.937500 Penalty: 2755.362061
	Iteration 7Q: 3 clusters Score -524243.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -524297.812500 Penalty: 2755.362061
	Iteration 8Q: 3 clusters Score -524297.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -524344.000000 Penalty: 2755.362061
	Iteration 9Q: 3 clusters Score -524344 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -524386.062500 Penalty: 2755.362061
	Iteration 10Q: 3 clusters Score -524386.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -524419.187500 Penalty: 2755.362061
	Iteration 11Q: 3 clusters Score -524419.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -524443.000000 Penalty: 2755.362061
	Iteration 12Q: 3 clusters Score -524443 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -524461.000000 Penalty: 2755.362061
	Iteration 13Q: 3 clusters Score -524461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -524474.312500 Penalty: 2755.362061
	Iteration 14Q: 3 clusters Score -524474.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -524485.000000 Penalty: 2755.362061
	Iteration 15Q: 3 clusters Score -524485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -524491.687500 Penalty: 2755.362061
	Iteration 16Q: 3 clusters Score -524491.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -524500.000000 Penalty: 2755.362061
	Iteration 17Q: 3 clusters Score -524500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -524506.500000 Penalty: 2755.362061
	Iteration 18Q: 3 clusters Score -524506.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -524514.187500 Penalty: 2755.362061
	Iteration 19Q: 3 clusters Score -524514.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -524519.500000 Penalty: 2755.362061
	Iteration 20F: 3 clusters Score -524519.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -524528.250000 Penalty: 2755.362061
	Iteration 21Q: 3 clusters Score -524528.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -524538.250000 Penalty: 2755.362061
	Iteration 22Q: 3 clusters Score -524538.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -524546.687500 Penalty: 2755.362061
	Iteration 23Q: 3 clusters Score -524546.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -524559.062500 Penalty: 2755.362061
	Iteration 24Q: 3 clusters Score -524559.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -524572.250000 Penalty: 2755.362061
	Iteration 25Q: 3 clusters Score -524572.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -524585.000000 Penalty: 2755.362061
	Iteration 26Q: 3 clusters Score -524585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -524601.750000 Penalty: 2755.362061
	Iteration 27Q: 3 clusters Score -524601.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -524625.562500 Penalty: 2755.362061
	Iteration 28Q: 3 clusters Score -524625.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -524647.000000 Penalty: 2755.362061
	Iteration 29Q: 3 clusters Score -524647 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -524673.625000 Penalty: 2755.362061
	Iteration 30Q: 3 clusters Score -524673.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -524700.875000 Penalty: 2755.362061
	Iteration 31Q: 3 clusters Score -524700.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -524720.875000 Penalty: 2755.362061
	Iteration 32Q: 3 clusters Score -524720.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -524746.687500 Penalty: 2755.362061
	Iteration 33Q: 3 clusters Score -524746.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -524771.312500 Penalty: 2755.362061
	Iteration 34Q: 3 clusters Score -524771.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -524793.937500 Penalty: 2755.362061
	Iteration 35Q: 3 clusters Score -524793.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -524825.000000 Penalty: 2755.362061
	Iteration 36Q: 3 clusters Score -524825 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -524862.250000 Penalty: 2755.362061
	Iteration 37Q: 3 clusters Score -524862.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -524900.875000 Penalty: 2755.362061
	Iteration 38Q: 3 clusters Score -524900.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -524930.250000 Penalty: 2755.362061
	Iteration 39Q: 3 clusters Score -524930.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -524946.937500 Penalty: 2755.362061
	Iteration 40F: 3 clusters Score -524946.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -524962.500000 Penalty: 2755.362061
	Iteration 41Q: 3 clusters Score -524962.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -524977.062500 Penalty: 2755.362061
	Iteration 42Q: 3 clusters Score -524977.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -524990.812500 Penalty: 2755.362061
	Iteration 43Q: 3 clusters Score -524990.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -525010.687500 Penalty: 2755.362061
	Iteration 44Q: 3 clusters Score -525010.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -525028.562500 Penalty: 2755.362061
	Iteration 45Q: 3 clusters Score -525028.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -525047.500000 Penalty: 2755.362061
	Iteration 46Q: 3 clusters Score -525047.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -525061.937500 Penalty: 2755.362061
	Iteration 47Q: 3 clusters Score -525061.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -525077.375000 Penalty: 2755.362061
	Iteration 48Q: 3 clusters Score -525077.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -525091.875000 Penalty: 2755.362061
	Iteration 49Q: 3 clusters Score -525091.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -525103.437500 Penalty: 2755.362061
	Iteration 50Q: 3 clusters Score -525103.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -525110.937500 Penalty: 2755.362061
	Iteration 51Q: 3 clusters Score -525110.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -525120.375000 Penalty: 2755.362061
	Iteration 52Q: 3 clusters Score -525120.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -525128.750000 Penalty: 2755.362061
	Iteration 53Q: 3 clusters Score -525128.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -525143.125000 Penalty: 2755.362061
	Iteration 54Q: 3 clusters Score -525143.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -525156.562500 Penalty: 2755.362061
	Iteration 55Q: 3 clusters Score -525156.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -525163.250000 Penalty: 2755.362061
	Iteration 56Q: 3 clusters Score -525163.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -525170.125000 Penalty: 2755.362061
	Iteration 57Q: 3 clusters Score -525170.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -525173.125000 Penalty: 2755.362061
	Iteration 58Q: 3 clusters Score -525173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -525176.687500 Penalty: 2755.362061
	Iteration 59Q: 3 clusters Score -525176.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -525177.875000 Penalty: 2755.362061
	Iteration 60F: 3 clusters Score -525177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -525180.375000 Penalty: 2755.362061
	Iteration 61Q: 3 clusters Score -525180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -525180.375000 Penalty: 2755.362061
	Iteration 62F: 3 clusters Score -525180.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Entering Unmasked Estep 
Score: -1802709.250000 Penalty: 1567.403198
	Iteration 0F: 2 clusters Score -1802709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1792029.500000 Penalty: 3134.806396
	Iteration 0F: 3 clusters Score -1792030 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1795697.000000 Penalty: 3134.806396
	Iteration 1F: 3 clusters Score -1795697 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1795925.625000 Penalty: 3134.806396
	Iteration 2Q: 3 clusters Score -1795926 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1796096.500000 Penalty: 3134.806396
	Iteration 3Q: 3 clusters Score -1796096 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1796220.875000 Penalty: 3134.806396
	Iteration 4Q: 3 clusters Score -1796221 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1796350.750000 Penalty: 3134.806396
	Iteration 5Q: 3 clusters Score -1796351 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1796463.875000 Penalty: 3134.806396
	Iteration 6Q: 3 clusters Score -1796464 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1796575.625000 Penalty: 3134.806396
	Iteration 7Q: 3 clusters Score -1796576 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1796687.625000 Penalty: 3134.806396
	Iteration 8Q: 3 clusters Score -1796688 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1796838.750000 Penalty: 3134.806396
	Iteration 9Q: 3 clusters Score -1796839 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1797008.125000 Penalty: 3134.806396
	Iteration 10Q: 3 clusters Score -1797008 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1797226.875000 Penalty: 3134.806396
	Iteration 11Q: 3 clusters Score -1797227 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1797480.125000 Penalty: 3134.806396
	Iteration 12Q: 3 clusters Score -1797480 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1797780.000000 Penalty: 3134.806396
	Iteration 13Q: 3 clusters Score -1797780 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1798050.875000 Penalty: 3134.806396
	Iteration 14Q: 3 clusters Score -1798051 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1798310.375000 Penalty: 3134.806396
	Iteration 15Q: 3 clusters Score -1798310 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1798537.750000 Penalty: 3134.806396
	Iteration 16Q: 3 clusters Score -1798538 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1798767.500000 Penalty: 3134.806396
	Iteration 17Q: 3 clusters Score -1798768 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1798972.125000 Penalty: 3134.806396
	Iteration 18Q: 3 clusters Score -1798972 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1799196.375000 Penalty: 3134.806396
	Iteration 19Q: 3 clusters Score -1799196 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1799436.625000 Penalty: 3134.806396
	Iteration 20F: 3 clusters Score -1799437 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1799657.250000 Penalty: 3134.806396
	Iteration 21Q: 3 clusters Score -1799657 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1799822.875000 Penalty: 3134.806396
	Iteration 22Q: 3 clusters Score -1799823 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1799947.875000 Penalty: 3134.806396
	Iteration 23Q: 3 clusters Score -1799948 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1800064.625000 Penalty: 3134.806396
	Iteration 24Q: 3 clusters Score -1800065 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1800158.500000 Penalty: 3134.806396
	Iteration 25Q: 3 clusters Score -1800158 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1800273.750000 Penalty: 3134.806396
	Iteration 26Q: 3 clusters Score -1800274 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1800379.875000 Penalty: 3134.806396
	Iteration 27Q: 3 clusters Score -1800380 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1800479.625000 Penalty: 3134.806396
	Iteration 28Q: 3 clusters Score -1800480 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1800583.750000 Penalty: 3134.806396
	Iteration 29Q: 3 clusters Score -1800584 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1800674.375000 Penalty: 3134.806396
	Iteration 30Q: 3 clusters Score -1800674 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1800746.500000 Penalty: 3134.806396
	Iteration 31Q: 3 clusters Score -1800746 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1800812.000000 Penalty: 3134.806396
	Iteration 32Q: 3 clusters Score -1800812 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1800878.375000 Penalty: 3134.806396
	Iteration 33Q: 3 clusters Score -1800878 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1800936.375000 Penalty: 3134.806396
	Iteration 34Q: 3 clusters Score -1800936 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1800983.125000 Penalty: 3134.806396
	Iteration 35Q: 3 clusters Score -1800983 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1801038.000000 Penalty: 3134.806396
	Iteration 36Q: 3 clusters Score -1801038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1801087.500000 Penalty: 3134.806396
	Iteration 37Q: 3 clusters Score -1801088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1801124.250000 Penalty: 3134.806396
	Iteration 38Q: 3 clusters Score -1801124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1801162.625000 Penalty: 3134.806396
	Iteration 39Q: 3 clusters Score -1801163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1801198.750000 Penalty: 3134.806396
	Iteration 40F: 3 clusters Score -1801199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1801232.000000 Penalty: 3134.806396
	Iteration 41Q: 3 clusters Score -1801232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1801254.875000 Penalty: 3134.806396
	Iteration 42Q: 3 clusters Score -1801255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1801282.500000 Penalty: 3134.806396
	Iteration 43Q: 3 clusters Score -1801282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1801305.000000 Penalty: 3134.806396
	Iteration 44Q: 3 clusters Score -1801305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1801323.125000 Penalty: 3134.806396
	Iteration 45Q: 3 clusters Score -1801323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1801336.375000 Penalty: 3134.806396
	Iteration 46Q: 3 clusters Score -1801336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1801340.500000 Penalty: 3134.806396
	Iteration 47Q: 3 clusters Score -1801340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1801343.250000 Penalty: 3134.806396
	Iteration 48Q: 3 clusters Score -1801343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1801346.500000 Penalty: 3134.806396
	Iteration 49Q: 3 clusters Score -1801346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1801350.625000 Penalty: 3134.806396
	Iteration 50Q: 3 clusters Score -1801351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1801351.500000 Penalty: 3134.806396
	Iteration 51Q: 3 clusters Score -1801352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1801356.125000 Penalty: 3134.806396
	Iteration 52Q: 3 clusters Score -1801356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1801356.750000 Penalty: 3134.806396
	Iteration 53Q: 3 clusters Score -1801357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1801359.000000 Penalty: 3134.806396
	Iteration 54Q: 3 clusters Score -1801359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1801360.500000 Penalty: 3134.806396
	Iteration 55Q: 3 clusters Score -1801360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1801362.875000 Penalty: 3134.806396
	Iteration 56Q: 3 clusters Score -1801363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1801361.625000 Penalty: 3134.806396
	Iteration 57Q: 3 clusters Score -1801362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1801362.250000 Penalty: 3134.806396
	Iteration 58Q: 3 clusters Score -1801362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1801363.250000 Penalty: 3134.806396
	Iteration 59Q: 3 clusters Score -1801363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1801363.750000 Penalty: 3134.806396
	Iteration 60F: 3 clusters Score -1801364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1801368.750000 Penalty: 3134.806396
	Iteration 61Q: 3 clusters Score -1801369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1801367.625000 Penalty: 3134.806396
	Iteration 62Q: 3 clusters Score -1801368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1801370.000000 Penalty: 3134.806396
	Iteration 63Q: 3 clusters Score -1801370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1801373.500000 Penalty: 3134.806396
	Iteration 64Q: 3 clusters Score -1801374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1801376.500000 Penalty: 3134.806396
	Iteration 65Q: 3 clusters Score -1801376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1801377.875000 Penalty: 3134.806396
	Iteration 66Q: 3 clusters Score -1801378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1801377.625000 Penalty: 3134.806396
	Iteration 67Q: 3 clusters Score -1801378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1801377.625000 Penalty: 3134.806396
	Iteration 68F: 3 clusters Score -1801378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -430610.062500 Penalty: 1337.122192
	Iteration 0F: 2 clusters Score -430610.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -427419.375000 Penalty: 2674.244385
	Iteration 0F: 3 clusters Score -427419.4 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -428297.343750 Penalty: 2674.244385
	Iteration 1F: 3 clusters Score -428297.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -428532.468750 Penalty: 2674.244385
	Iteration 2F: 3 clusters Score -428532.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -428739.031250 Penalty: 2674.244385
	Iteration 3F: 3 clusters Score -428739 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -428952.562500 Penalty: 2674.244385
	Iteration 4F: 3 clusters Score -428952.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -429110.687500 Penalty: 2674.244385
	Iteration 5F: 3 clusters Score -429110.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -429252.031250 Penalty: 2674.244385
	Iteration 6Q: 3 clusters Score -429252 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -429376.281250 Penalty: 2674.244385
	Iteration 7Q: 3 clusters Score -429376.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -429503.375000 Penalty: 2674.244385
	Iteration 8Q: 3 clusters Score -429503.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -429579.593750 Penalty: 2674.244385
	Iteration 9Q: 3 clusters Score -429579.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -429620.750000 Penalty: 2674.244385
	Iteration 10Q: 3 clusters Score -429620.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -429651.718750 Penalty: 2674.244385
	Iteration 11Q: 3 clusters Score -429651.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -429673.062500 Penalty: 2674.244385
	Iteration 12Q: 3 clusters Score -429673.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -429688.000000 Penalty: 2674.244385
	Iteration 13Q: 3 clusters Score -429688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -429695.750000 Penalty: 2674.244385
	Iteration 14Q: 3 clusters Score -429695.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -429698.718750 Penalty: 2674.244385
	Iteration 15Q: 3 clusters Score -429698.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -429702.781250 Penalty: 2674.244385
	Iteration 16Q: 3 clusters Score -429702.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -429707.437500 Penalty: 2674.244385
	Iteration 17Q: 3 clusters Score -429707.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -429709.812500 Penalty: 2674.244385
	Iteration 18Q: 3 clusters Score -429709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -429713.156250 Penalty: 2674.244385
	Iteration 19Q: 3 clusters Score -429713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -429716.781250 Penalty: 2674.244385
	Iteration 20F: 3 clusters Score -429716.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -429718.312500 Penalty: 2674.244385
	Iteration 21Q: 3 clusters Score -429718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -429721.375000 Penalty: 2674.244385
	Iteration 22Q: 3 clusters Score -429721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -429722.093750 Penalty: 2674.244385
	Iteration 23Q: 3 clusters Score -429722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -429723.750000 Penalty: 2674.244385
	Iteration 24Q: 3 clusters Score -429723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -429723.781250 Penalty: 2674.244385
	Iteration 25Q: 3 clusters Score -429723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -429725.218750 Penalty: 2674.244385
	Iteration 26Q: 3 clusters Score -429725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -429726.187500 Penalty: 2674.244385
	Iteration 27Q: 3 clusters Score -429726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -429727.156250 Penalty: 2674.244385
	Iteration 28Q: 3 clusters Score -429727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -429729.375000 Penalty: 2674.244385
	Iteration 29Q: 3 clusters Score -429729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -429731.406250 Penalty: 2674.244385
	Iteration 30Q: 3 clusters Score -429731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -429732.781250 Penalty: 2674.244385
	Iteration 31Q: 3 clusters Score -429732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -429733.312500 Penalty: 2674.244385
	Iteration 32Q: 3 clusters Score -429733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -429733.312500 Penalty: 2674.244385
	Iteration 33F: 3 clusters Score -429733.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Entering Unmasked Estep 
Score: -3129052.250000 Penalty: 1657.033081
	Iteration 0F: 2 clusters Score -3129052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3110971.750000 Penalty: 3314.066162
	Iteration 0F: 3 clusters Score -3110972 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3117975.750000 Penalty: 3314.066162
	Iteration 1F: 3 clusters Score -3117976 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3118506.250000 Penalty: 3314.066162
	Iteration 2F: 3 clusters Score -3118506 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3119162.250000 Penalty: 3314.066162
	Iteration 3F: 3 clusters Score -3119162 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3120072.250000 Penalty: 3314.066162
	Iteration 4F: 3 clusters Score -3120072 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3121307.250000 Penalty: 3314.066162
	Iteration 5F: 3 clusters Score -3121307 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3122935.000000 Penalty: 3314.066162
	Iteration 6F: 3 clusters Score -3122935 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3124456.500000 Penalty: 3314.066162
	Iteration 7F: 3 clusters Score -3124456 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3125692.000000 Penalty: 3314.066162
	Iteration 8F: 3 clusters Score -3125692 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3126528.500000 Penalty: 3314.066162
	Iteration 9Q: 3 clusters Score -3126528 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3127040.000000 Penalty: 3314.066162
	Iteration 10Q: 3 clusters Score -3127040 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3127295.500000 Penalty: 3314.066162
	Iteration 11Q: 3 clusters Score -3127296 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3127423.000000 Penalty: 3314.066162
	Iteration 12Q: 3 clusters Score -3127423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3127486.000000 Penalty: 3314.066162
	Iteration 13Q: 3 clusters Score -3127486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3127517.750000 Penalty: 3314.066162
	Iteration 14Q: 3 clusters Score -3127518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3127538.500000 Penalty: 3314.066162
	Iteration 15Q: 3 clusters Score -3127538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3127566.000000 Penalty: 3314.066162
	Iteration 16Q: 3 clusters Score -3127566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3127576.750000 Penalty: 3314.066162
	Iteration 17Q: 3 clusters Score -3127577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3127586.500000 Penalty: 3314.066162
	Iteration 18Q: 3 clusters Score -3127586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3127585.750000 Penalty: 3314.066162
	Iteration 19Q: 3 clusters Score -3127586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3127585.750000 Penalty: 3314.066162
	Iteration 20F: 3 clusters Score -3127586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Entering Unmasked Estep 
Score: -1497994.000000 Penalty: 1536.972778
	Iteration 0F: 2 clusters Score -1497994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1489080.375000 Penalty: 3073.945557
	Iteration 0F: 3 clusters Score -1489080 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1492086.875000 Penalty: 3073.945557
	Iteration 1F: 3 clusters Score -1492087 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1492290.000000 Penalty: 3073.945557
	Iteration 2Q: 3 clusters Score -1492290 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1492465.000000 Penalty: 3073.945557
	Iteration 3Q: 3 clusters Score -1492465 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1492581.500000 Penalty: 3073.945557
	Iteration 4Q: 3 clusters Score -1492582 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1492670.500000 Penalty: 3073.945557
	Iteration 5Q: 3 clusters Score -1492670 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1492737.625000 Penalty: 3073.945557
	Iteration 6Q: 3 clusters Score -1492738 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1492805.750000 Penalty: 3073.945557
	Iteration 7Q: 3 clusters Score -1492806 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1492864.750000 Penalty: 3073.945557
	Iteration 8Q: 3 clusters Score -1492865 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1492922.500000 Penalty: 3073.945557
	Iteration 9Q: 3 clusters Score -1492922 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1492981.500000 Penalty: 3073.945557
	Iteration 10Q: 3 clusters Score -1492982 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1493044.000000 Penalty: 3073.945557
	Iteration 11Q: 3 clusters Score -1493044 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1493128.000000 Penalty: 3073.945557
	Iteration 12Q: 3 clusters Score -1493128 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1493244.875000 Penalty: 3073.945557
	Iteration 13Q: 3 clusters Score -1493245 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1493396.250000 Penalty: 3073.945557
	Iteration 14Q: 3 clusters Score -1493396 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1493611.750000 Penalty: 3073.945557
	Iteration 15Q: 3 clusters Score -1493612 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1493902.125000 Penalty: 3073.945557
	Iteration 16Q: 3 clusters Score -1493902 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1494207.375000 Penalty: 3073.945557
	Iteration 17Q: 3 clusters Score -1494207 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1494486.125000 Penalty: 3073.945557
	Iteration 18Q: 3 clusters Score -1494486 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1494755.875000 Penalty: 3073.945557
	Iteration 19Q: 3 clusters Score -1494756 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1494965.625000 Penalty: 3073.945557
	Iteration 20F: 3 clusters Score -1494966 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1495135.000000 Penalty: 3073.945557
	Iteration 21Q: 3 clusters Score -1495135 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1495269.750000 Penalty: 3073.945557
	Iteration 22Q: 3 clusters Score -1495270 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1495380.000000 Penalty: 3073.945557
	Iteration 23Q: 3 clusters Score -1495380 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1495460.500000 Penalty: 3073.945557
	Iteration 24Q: 3 clusters Score -1495460 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1495537.125000 Penalty: 3073.945557
	Iteration 25Q: 3 clusters Score -1495537 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1495596.250000 Penalty: 3073.945557
	Iteration 26Q: 3 clusters Score -1495596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1495652.000000 Penalty: 3073.945557
	Iteration 27Q: 3 clusters Score -1495652 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1495699.625000 Penalty: 3073.945557
	Iteration 28Q: 3 clusters Score -1495700 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1495745.375000 Penalty: 3073.945557
	Iteration 29Q: 3 clusters Score -1495745 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1495807.000000 Penalty: 3073.945557
	Iteration 30Q: 3 clusters Score -1495807 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1495856.500000 Penalty: 3073.945557
	Iteration 31Q: 3 clusters Score -1495856 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1495898.250000 Penalty: 3073.945557
	Iteration 32Q: 3 clusters Score -1495898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1495938.750000 Penalty: 3073.945557
	Iteration 33Q: 3 clusters Score -1495939 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1495979.875000 Penalty: 3073.945557
	Iteration 34Q: 3 clusters Score -1495980 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1496032.250000 Penalty: 3073.945557
	Iteration 35Q: 3 clusters Score -1496032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1496089.125000 Penalty: 3073.945557
	Iteration 36Q: 3 clusters Score -1496089 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1496127.500000 Penalty: 3073.945557
	Iteration 37Q: 3 clusters Score -1496128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1496168.750000 Penalty: 3073.945557
	Iteration 38Q: 3 clusters Score -1496169 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1496216.875000 Penalty: 3073.945557
	Iteration 39Q: 3 clusters Score -1496217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1496250.750000 Penalty: 3073.945557
	Iteration 40F: 3 clusters Score -1496251 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1496276.375000 Penalty: 3073.945557
	Iteration 41Q: 3 clusters Score -1496276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1496293.875000 Penalty: 3073.945557
	Iteration 42Q: 3 clusters Score -1496294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1496316.875000 Penalty: 3073.945557
	Iteration 43Q: 3 clusters Score -1496317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1496333.500000 Penalty: 3073.945557
	Iteration 44Q: 3 clusters Score -1496334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1496351.500000 Penalty: 3073.945557
	Iteration 45Q: 3 clusters Score -1496352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1496375.500000 Penalty: 3073.945557
	Iteration 46Q: 3 clusters Score -1496376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1496401.500000 Penalty: 3073.945557
	Iteration 47Q: 3 clusters Score -1496402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1496415.000000 Penalty: 3073.945557
	Iteration 48Q: 3 clusters Score -1496415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1496434.125000 Penalty: 3073.945557
	Iteration 49Q: 3 clusters Score -1496434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1496459.625000 Penalty: 3073.945557
	Iteration 50Q: 3 clusters Score -1496460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1496474.500000 Penalty: 3073.945557
	Iteration 51Q: 3 clusters Score -1496474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1496487.250000 Penalty: 3073.945557
	Iteration 52Q: 3 clusters Score -1496487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1496490.875000 Penalty: 3073.945557
	Iteration 53Q: 3 clusters Score -1496491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1496504.625000 Penalty: 3073.945557
	Iteration 54Q: 3 clusters Score -1496505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1496512.125000 Penalty: 3073.945557
	Iteration 55Q: 3 clusters Score -1496512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1496520.625000 Penalty: 3073.945557
	Iteration 56Q: 3 clusters Score -1496521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1496525.000000 Penalty: 3073.945557
	Iteration 57Q: 3 clusters Score -1496525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1496531.250000 Penalty: 3073.945557
	Iteration 58Q: 3 clusters Score -1496531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1496534.750000 Penalty: 3073.945557
	Iteration 59Q: 3 clusters Score -1496535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1496538.000000 Penalty: 3073.945557
	Iteration 60F: 3 clusters Score -1496538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1496537.500000 Penalty: 3073.945557
	Iteration 61Q: 3 clusters Score -1496538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1496537.500000 Penalty: 3073.945557
	Iteration 62Q: 3 clusters Score -1496538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1496539.000000 Penalty: 3073.945557
	Iteration 63Q: 3 clusters Score -1496539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1496542.250000 Penalty: 3073.945557
	Iteration 64Q: 3 clusters Score -1496542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1496545.625000 Penalty: 3073.945557
	Iteration 65Q: 3 clusters Score -1496546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1496545.500000 Penalty: 3073.945557
	Iteration 66Q: 3 clusters Score -1496546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1496548.375000 Penalty: 3073.945557
	Iteration 67Q: 3 clusters Score -1496548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1496547.625000 Penalty: 3073.945557
	Iteration 68Q: 3 clusters Score -1496548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1496550.250000 Penalty: 3073.945557
	Iteration 69Q: 3 clusters Score -1496550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1496551.750000 Penalty: 3073.945557
	Iteration 70Q: 3 clusters Score -1496552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1496557.500000 Penalty: 3073.945557
	Iteration 71Q: 3 clusters Score -1496558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1496564.625000 Penalty: 3073.945557
	Iteration 72Q: 3 clusters Score -1496565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1496568.625000 Penalty: 3073.945557
	Iteration 73Q: 3 clusters Score -1496569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1496572.750000 Penalty: 3073.945557
	Iteration 74Q: 3 clusters Score -1496573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1496577.000000 Penalty: 3073.945557
	Iteration 75Q: 3 clusters Score -1496577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1496584.125000 Penalty: 3073.945557
	Iteration 76Q: 3 clusters Score -1496584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1496583.875000 Penalty: 3073.945557
	Iteration 77Q: 3 clusters Score -1496584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1496586.375000 Penalty: 3073.945557
	Iteration 78Q: 3 clusters Score -1496586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1496589.875000 Penalty: 3073.945557
	Iteration 79Q: 3 clusters Score -1496590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1496594.375000 Penalty: 3073.945557
	Iteration 80F: 3 clusters Score -1496594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1496601.500000 Penalty: 3073.945557
	Iteration 81Q: 3 clusters Score -1496602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1496610.750000 Penalty: 3073.945557
	Iteration 82Q: 3 clusters Score -1496611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1496617.625000 Penalty: 3073.945557
	Iteration 83Q: 3 clusters Score -1496618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1496621.375000 Penalty: 3073.945557
	Iteration 84Q: 3 clusters Score -1496621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1496625.250000 Penalty: 3073.945557
	Iteration 85Q: 3 clusters Score -1496625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1496629.750000 Penalty: 3073.945557
	Iteration 86Q: 3 clusters Score -1496630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1496631.625000 Penalty: 3073.945557
	Iteration 87Q: 3 clusters Score -1496632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1496642.375000 Penalty: 3073.945557
	Iteration 88Q: 3 clusters Score -1496642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1496643.250000 Penalty: 3073.945557
	Iteration 89Q: 3 clusters Score -1496643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1496646.750000 Penalty: 3073.945557
	Iteration 90Q: 3 clusters Score -1496647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1496647.250000 Penalty: 3073.945557
	Iteration 91Q: 3 clusters Score -1496647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1496649.000000 Penalty: 3073.945557
	Iteration 92Q: 3 clusters Score -1496649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1496650.500000 Penalty: 3073.945557
	Iteration 93Q: 3 clusters Score -1496650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1496655.750000 Penalty: 3073.945557
	Iteration 94Q: 3 clusters Score -1496656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1496656.250000 Penalty: 3073.945557
	Iteration 95Q: 3 clusters Score -1496656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1496657.250000 Penalty: 3073.945557
	Iteration 96Q: 3 clusters Score -1496657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1496660.000000 Penalty: 3073.945557
	Iteration 97Q: 3 clusters Score -1496660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1496657.000000 Penalty: 3073.945557
	Iteration 98Q: 3 clusters Score -1496657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1496660.625000 Penalty: 3073.945557
	Iteration 99Q: 3 clusters Score -1496661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1496664.000000 Penalty: 3073.945557
	Iteration 100F: 3 clusters Score -1496664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1496663.250000 Penalty: 3073.945557
	Iteration 101Q: 3 clusters Score -1496663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1496667.125000 Penalty: 3073.945557
	Iteration 102Q: 3 clusters Score -1496667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1496667.250000 Penalty: 3073.945557
	Iteration 103Q: 3 clusters Score -1496667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1496671.375000 Penalty: 3073.945557
	Iteration 104Q: 3 clusters Score -1496671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1496674.250000 Penalty: 3073.945557
	Iteration 105Q: 3 clusters Score -1496674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1496672.375000 Penalty: 3073.945557
	Iteration 106Q: 3 clusters Score -1496672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1496672.375000 Penalty: 3073.945557
	Iteration 107F: 3 clusters Score -1496672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104943 members 
Entering Unmasked Estep 
Score: -12253783.000000 Penalty: 1878.690552
	Iteration 0F: 2 clusters Score -1.225378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -12188488.000000 Penalty: 3757.381104
	Iteration 0F: 3 clusters Score -1.218849e+07 nChanged 50088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -12217564.000000 Penalty: 3757.381104
	Iteration 1F: 3 clusters Score -1.221756e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -12218343.000000 Penalty: 3757.381104
	Iteration 2Q: 3 clusters Score -1.221834e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -12219516.000000 Penalty: 3757.381104
	Iteration 3Q: 3 clusters Score -1.221952e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -12221070.000000 Penalty: 3757.381104
	Iteration 4Q: 3 clusters Score -1.222107e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -12223647.000000 Penalty: 3757.381104
	Iteration 5F: 3 clusters Score -1.222365e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -12227408.000000 Penalty: 3757.381104
	Iteration 6F: 3 clusters Score -1.222741e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -12232472.000000 Penalty: 3757.381104
	Iteration 7F: 3 clusters Score -1.223247e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -12237869.000000 Penalty: 3757.381104
	Iteration 8F: 3 clusters Score -1.223787e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -12242371.000000 Penalty: 3757.381104
	Iteration 9F: 3 clusters Score -1.224237e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -12245320.000000 Penalty: 3757.381104
	Iteration 10Q: 3 clusters Score -1.224532e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -12247244.000000 Penalty: 3757.381104
	Iteration 11Q: 3 clusters Score -1.224724e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -12248625.000000 Penalty: 3757.381104
	Iteration 12Q: 3 clusters Score -1.224862e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -12249632.000000 Penalty: 3757.381104
	Iteration 13Q: 3 clusters Score -1.224963e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -12250550.000000 Penalty: 3757.381104
	Iteration 14Q: 3 clusters Score -1.225055e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102130 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -12251335.000000 Penalty: 3757.381104
	Iteration 15Q: 3 clusters Score -1.225134e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -12251733.000000 Penalty: 3757.381104
	Iteration 16Q: 3 clusters Score -1.225173e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103695 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12251920.000000 Penalty: 3757.381104
	Iteration 17Q: 3 clusters Score -1.225192e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104031 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12252054.000000 Penalty: 3757.381104
	Iteration 18Q: 3 clusters Score -1.225205e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12252146.000000 Penalty: 3757.381104
	Iteration 19Q: 3 clusters Score -1.225215e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -12252179.000000 Penalty: 3757.381104
	Iteration 20F: 3 clusters Score -1.225218e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104374 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12252200.000000 Penalty: 3757.381104
	Iteration 21Q: 3 clusters Score -1.22522e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12252225.000000 Penalty: 3757.381104
	Iteration 22Q: 3 clusters Score -1.225222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104437 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12252229.000000 Penalty: 3757.381104
	Iteration 23Q: 3 clusters Score -1.225223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12252248.000000 Penalty: 3757.381104
	Iteration 24Q: 3 clusters Score -1.225225e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104481 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12252263.000000 Penalty: 3757.381104
	Iteration 25Q: 3 clusters Score -1.225226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104500 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -12252270.000000 Penalty: 3757.381104
	Iteration 26Q: 3 clusters Score -1.225227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104510 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12252256.000000 Penalty: 3757.381104
	Iteration 27Q: 3 clusters Score -1.225226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104521 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12252259.000000 Penalty: 3757.381104
	Iteration 28Q: 3 clusters Score -1.225226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12252269.000000 Penalty: 3757.381104
	Iteration 29Q: 3 clusters Score -1.225227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12252271.000000 Penalty: 3757.381104
	Iteration 30Q: 3 clusters Score -1.225227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104527 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12252286.000000 Penalty: 3757.381104
	Iteration 31Q: 3 clusters Score -1.225229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12252281.000000 Penalty: 3757.381104
	Iteration 32Q: 3 clusters Score -1.225228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12252282.000000 Penalty: 3757.381104
	Iteration 33Q: 3 clusters Score -1.225228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104540 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12252300.000000 Penalty: 3757.381104
	Iteration 34Q: 3 clusters Score -1.22523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104545 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12252309.000000 Penalty: 3757.381104
	Iteration 35Q: 3 clusters Score -1.225231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104549 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12252314.000000 Penalty: 3757.381104
	Iteration 36Q: 3 clusters Score -1.225231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104554 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12252313.000000 Penalty: 3757.381104
	Iteration 37Q: 3 clusters Score -1.225231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104555 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12252307.000000 Penalty: 3757.381104
	Iteration 38Q: 3 clusters Score -1.225231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104558 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12252313.000000 Penalty: 3757.381104
	Iteration 39Q: 3 clusters Score -1.225231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104562 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12252322.000000 Penalty: 3757.381104
	Iteration 40F: 3 clusters Score -1.225232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104568 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -12252315.000000 Penalty: 3757.381104
	Iteration 41Q: 3 clusters Score -1.225232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12252321.000000 Penalty: 3757.381104
	Iteration 42Q: 3 clusters Score -1.225232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12252310.000000 Penalty: 3757.381104
	Iteration 43Q: 3 clusters Score -1.225231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12252319.000000 Penalty: 3757.381104
	Iteration 44Q: 3 clusters Score -1.225232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12252336.000000 Penalty: 3757.381104
	Iteration 45Q: 3 clusters Score -1.225234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12252332.000000 Penalty: 3757.381104
	Iteration 46Q: 3 clusters Score -1.225233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12252330.000000 Penalty: 3757.381104
	Iteration 47Q: 3 clusters Score -1.225233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12252331.000000 Penalty: 3757.381104
	Iteration 48Q: 3 clusters Score -1.225233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12252327.000000 Penalty: 3757.381104
	Iteration 49Q: 3 clusters Score -1.225233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12252334.000000 Penalty: 3757.381104
	Iteration 50Q: 3 clusters Score -1.225233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12252330.000000 Penalty: 3757.381104
	Iteration 51Q: 3 clusters Score -1.225233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12252330.000000 Penalty: 3757.381104
	Iteration 52Q: 3 clusters Score -1.225233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12252330.000000 Penalty: 3757.381104
	Iteration 53F: 3 clusters Score -1.225233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Entering Unmasked Estep 
Score: -2230994.250000 Penalty: 1602.902954
	Iteration 0F: 2 clusters Score -2230994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2217858.250000 Penalty: 3205.805908
	Iteration 0F: 3 clusters Score -2217858 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2222507.500000 Penalty: 3205.805908
	Iteration 1F: 3 clusters Score -2222508 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2222868.500000 Penalty: 3205.805908
	Iteration 2F: 3 clusters Score -2222868 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2223211.500000 Penalty: 3205.805908
	Iteration 3Q: 3 clusters Score -2223212 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2223613.750000 Penalty: 3205.805908
	Iteration 4Q: 3 clusters Score -2223614 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2224055.750000 Penalty: 3205.805908
	Iteration 5Q: 3 clusters Score -2224056 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2224601.500000 Penalty: 3205.805908
	Iteration 6Q: 3 clusters Score -2224602 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2225233.250000 Penalty: 3205.805908
	Iteration 7Q: 3 clusters Score -2225233 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2225859.000000 Penalty: 3205.805908
	Iteration 8Q: 3 clusters Score -2225859 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2226473.000000 Penalty: 3205.805908
	Iteration 9Q: 3 clusters Score -2226473 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2227051.000000 Penalty: 3205.805908
	Iteration 10Q: 3 clusters Score -2227051 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2227562.250000 Penalty: 3205.805908
	Iteration 11Q: 3 clusters Score -2227562 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2227983.250000 Penalty: 3205.805908
	Iteration 12Q: 3 clusters Score -2227983 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2228282.000000 Penalty: 3205.805908
	Iteration 13Q: 3 clusters Score -2228282 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2228500.250000 Penalty: 3205.805908
	Iteration 14Q: 3 clusters Score -2228500 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2228650.750000 Penalty: 3205.805908
	Iteration 15Q: 3 clusters Score -2228651 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2228771.500000 Penalty: 3205.805908
	Iteration 16Q: 3 clusters Score -2228772 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2228862.000000 Penalty: 3205.805908
	Iteration 17Q: 3 clusters Score -2228862 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2228923.000000 Penalty: 3205.805908
	Iteration 18Q: 3 clusters Score -2228923 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2228985.750000 Penalty: 3205.805908
	Iteration 19Q: 3 clusters Score -2228986 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2229036.250000 Penalty: 3205.805908
	Iteration 20F: 3 clusters Score -2229036 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2229081.750000 Penalty: 3205.805908
	Iteration 21Q: 3 clusters Score -2229082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2229130.500000 Penalty: 3205.805908
	Iteration 22Q: 3 clusters Score -2229130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2229168.250000 Penalty: 3205.805908
	Iteration 23Q: 3 clusters Score -2229168 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2229201.750000 Penalty: 3205.805908
	Iteration 24Q: 3 clusters Score -2229202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2229234.750000 Penalty: 3205.805908
	Iteration 25Q: 3 clusters Score -2229235 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2229267.500000 Penalty: 3205.805908
	Iteration 26Q: 3 clusters Score -2229268 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2229298.750000 Penalty: 3205.805908
	Iteration 27Q: 3 clusters Score -2229299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2229331.000000 Penalty: 3205.805908
	Iteration 28Q: 3 clusters Score -2229331 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2229354.500000 Penalty: 3205.805908
	Iteration 29Q: 3 clusters Score -2229354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2229380.250000 Penalty: 3205.805908
	Iteration 30Q: 3 clusters Score -2229380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2229394.750000 Penalty: 3205.805908
	Iteration 31Q: 3 clusters Score -2229395 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2229416.500000 Penalty: 3205.805908
	Iteration 32Q: 3 clusters Score -2229416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2229434.250000 Penalty: 3205.805908
	Iteration 33Q: 3 clusters Score -2229434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2229445.750000 Penalty: 3205.805908
	Iteration 34Q: 3 clusters Score -2229446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2229462.000000 Penalty: 3205.805908
	Iteration 35Q: 3 clusters Score -2229462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2229480.500000 Penalty: 3205.805908
	Iteration 36Q: 3 clusters Score -2229480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2229496.250000 Penalty: 3205.805908
	Iteration 37Q: 3 clusters Score -2229496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2229514.750000 Penalty: 3205.805908
	Iteration 38Q: 3 clusters Score -2229515 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2229528.000000 Penalty: 3205.805908
	Iteration 39Q: 3 clusters Score -2229528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2229540.000000 Penalty: 3205.805908
	Iteration 40F: 3 clusters Score -2229540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2229541.500000 Penalty: 3205.805908
	Iteration 41Q: 3 clusters Score -2229542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2229561.500000 Penalty: 3205.805908
	Iteration 42Q: 3 clusters Score -2229562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2229570.000000 Penalty: 3205.805908
	Iteration 43Q: 3 clusters Score -2229570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2229579.500000 Penalty: 3205.805908
	Iteration 44Q: 3 clusters Score -2229580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2229585.500000 Penalty: 3205.805908
	Iteration 45Q: 3 clusters Score -2229586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2229593.750000 Penalty: 3205.805908
	Iteration 46Q: 3 clusters Score -2229594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2229602.750000 Penalty: 3205.805908
	Iteration 47Q: 3 clusters Score -2229603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2229609.250000 Penalty: 3205.805908
	Iteration 48Q: 3 clusters Score -2229609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2229612.750000 Penalty: 3205.805908
	Iteration 49Q: 3 clusters Score -2229613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2229621.500000 Penalty: 3205.805908
	Iteration 50Q: 3 clusters Score -2229622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2229626.250000 Penalty: 3205.805908
	Iteration 51Q: 3 clusters Score -2229626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2229629.000000 Penalty: 3205.805908
	Iteration 52Q: 3 clusters Score -2229629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2229632.250000 Penalty: 3205.805908
	Iteration 53Q: 3 clusters Score -2229632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2229636.250000 Penalty: 3205.805908
	Iteration 54Q: 3 clusters Score -2229636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2229637.750000 Penalty: 3205.805908
	Iteration 55Q: 3 clusters Score -2229638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2229637.000000 Penalty: 3205.805908
	Iteration 56Q: 3 clusters Score -2229637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2229636.750000 Penalty: 3205.805908
	Iteration 57Q: 3 clusters Score -2229637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2229639.000000 Penalty: 3205.805908
	Iteration 58Q: 3 clusters Score -2229639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2229638.000000 Penalty: 3205.805908
	Iteration 59Q: 3 clusters Score -2229638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2229640.500000 Penalty: 3205.805908
	Iteration 60F: 3 clusters Score -2229640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2229639.250000 Penalty: 3205.805908
	Iteration 61Q: 3 clusters Score -2229639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2229642.750000 Penalty: 3205.805908
	Iteration 62Q: 3 clusters Score -2229643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2229642.500000 Penalty: 3205.805908
	Iteration 63Q: 3 clusters Score -2229642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2229644.000000 Penalty: 3205.805908
	Iteration 64Q: 3 clusters Score -2229644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2229644.750000 Penalty: 3205.805908
	Iteration 65Q: 3 clusters Score -2229645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2229645.500000 Penalty: 3205.805908
	Iteration 66Q: 3 clusters Score -2229646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2229644.000000 Penalty: 3205.805908
	Iteration 67Q: 3 clusters Score -2229644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2229651.250000 Penalty: 3205.805908
	Iteration 68Q: 3 clusters Score -2229651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2229648.500000 Penalty: 3205.805908
	Iteration 69Q: 3 clusters Score -2229648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2229650.250000 Penalty: 3205.805908
	Iteration 70Q: 3 clusters Score -2229650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2229649.750000 Penalty: 3205.805908
	Iteration 71Q: 3 clusters Score -2229650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2229650.000000 Penalty: 3205.805908
	Iteration 72Q: 3 clusters Score -2229650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2229650.750000 Penalty: 3205.805908
	Iteration 73Q: 3 clusters Score -2229651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2229654.750000 Penalty: 3205.805908
	Iteration 74Q: 3 clusters Score -2229655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2229656.500000 Penalty: 3205.805908
	Iteration 75Q: 3 clusters Score -2229656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2229654.750000 Penalty: 3205.805908
	Iteration 76Q: 3 clusters Score -2229655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2229652.250000 Penalty: 3205.805908
	Iteration 77Q: 3 clusters Score -2229652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2229652.250000 Penalty: 3205.805908
	Iteration 78F: 3 clusters Score -2229652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -304026.718750 Penalty: 1279.335815
	Iteration 0F: 2 clusters Score -304026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -301532.968750 Penalty: 2558.671631
	Iteration 0F: 3 clusters Score -301533 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -302066.968750 Penalty: 2558.671631
	Iteration 1F: 3 clusters Score -302067 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -302203.406250 Penalty: 2558.671631
	Iteration 2F: 3 clusters Score -302203.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -302301.093750 Penalty: 2558.671631
	Iteration 3F: 3 clusters Score -302301.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -302351.593750 Penalty: 2558.671631
	Iteration 4Q: 3 clusters Score -302351.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -302380.531250 Penalty: 2558.671631
	Iteration 5Q: 3 clusters Score -302380.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -302401.843750 Penalty: 2558.671631
	Iteration 6Q: 3 clusters Score -302401.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -302425.062500 Penalty: 2558.671631
	Iteration 7Q: 3 clusters Score -302425.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -302447.468750 Penalty: 2558.671631
	Iteration 8Q: 3 clusters Score -302447.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -302465.468750 Penalty: 2558.671631
	Iteration 9Q: 3 clusters Score -302465.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -302481.000000 Penalty: 2558.671631
	Iteration 10Q: 3 clusters Score -302481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -302502.781250 Penalty: 2558.671631
	Iteration 11Q: 3 clusters Score -302502.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -302524.031250 Penalty: 2558.671631
	Iteration 12Q: 3 clusters Score -302524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -302559.343750 Penalty: 2558.671631
	Iteration 13Q: 3 clusters Score -302559.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -302587.687500 Penalty: 2558.671631
	Iteration 14Q: 3 clusters Score -302587.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -302617.531250 Penalty: 2558.671631
	Iteration 15Q: 3 clusters Score -302617.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -302644.593750 Penalty: 2558.671631
	Iteration 16Q: 3 clusters Score -302644.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -302667.625000 Penalty: 2558.671631
	Iteration 17Q: 3 clusters Score -302667.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -302692.531250 Penalty: 2558.671631
	Iteration 18Q: 3 clusters Score -302692.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -302720.000000 Penalty: 2558.671631
	Iteration 19Q: 3 clusters Score -302720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -302752.906250 Penalty: 2558.671631
	Iteration 20F: 3 clusters Score -302752.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -302788.468750 Penalty: 2558.671631
	Iteration 21Q: 3 clusters Score -302788.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -302827.562500 Penalty: 2558.671631
	Iteration 22Q: 3 clusters Score -302827.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -302854.250000 Penalty: 2558.671631
	Iteration 23Q: 3 clusters Score -302854.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -302882.156250 Penalty: 2558.671631
	Iteration 24Q: 3 clusters Score -302882.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -302907.500000 Penalty: 2558.671631
	Iteration 25Q: 3 clusters Score -302907.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -302926.531250 Penalty: 2558.671631
	Iteration 26Q: 3 clusters Score -302926.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -302940.656250 Penalty: 2558.671631
	Iteration 27Q: 3 clusters Score -302940.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -302952.906250 Penalty: 2558.671631
	Iteration 28Q: 3 clusters Score -302952.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -302962.312500 Penalty: 2558.671631
	Iteration 29Q: 3 clusters Score -302962.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -302966.250000 Penalty: 2558.671631
	Iteration 30Q: 3 clusters Score -302966.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -302973.406250 Penalty: 2558.671631
	Iteration 31Q: 3 clusters Score -302973.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -302980.406250 Penalty: 2558.671631
	Iteration 32Q: 3 clusters Score -302980.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -302986.468750 Penalty: 2558.671631
	Iteration 33Q: 3 clusters Score -302986.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -302992.031250 Penalty: 2558.671631
	Iteration 34Q: 3 clusters Score -302992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -302996.906250 Penalty: 2558.671631
	Iteration 35Q: 3 clusters Score -302996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -303001.625000 Penalty: 2558.671631
	Iteration 36Q: 3 clusters Score -303001.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -303006.031250 Penalty: 2558.671631
	Iteration 37Q: 3 clusters Score -303006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -303010.062500 Penalty: 2558.671631
	Iteration 38Q: 3 clusters Score -303010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -303014.562500 Penalty: 2558.671631
	Iteration 39Q: 3 clusters Score -303014.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -303016.562500 Penalty: 2558.671631
	Iteration 40F: 3 clusters Score -303016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -303019.906250 Penalty: 2558.671631
	Iteration 41Q: 3 clusters Score -303019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -303022.281250 Penalty: 2558.671631
	Iteration 42Q: 3 clusters Score -303022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -303023.687500 Penalty: 2558.671631
	Iteration 43Q: 3 clusters Score -303023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -303024.593750 Penalty: 2558.671631
	Iteration 44Q: 3 clusters Score -303024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -303025.812500 Penalty: 2558.671631
	Iteration 45Q: 3 clusters Score -303025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -303027.937500 Penalty: 2558.671631
	Iteration 46Q: 3 clusters Score -303027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -303029.875000 Penalty: 2558.671631
	Iteration 47Q: 3 clusters Score -303029.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -303032.656250 Penalty: 2558.671631
	Iteration 48Q: 3 clusters Score -303032.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -303035.187500 Penalty: 2558.671631
	Iteration 49Q: 3 clusters Score -303035.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -303038.750000 Penalty: 2558.671631
	Iteration 50Q: 3 clusters Score -303038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -303040.593750 Penalty: 2558.671631
	Iteration 51Q: 3 clusters Score -303040.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -303043.187500 Penalty: 2558.671631
	Iteration 52Q: 3 clusters Score -303043.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -303046.687500 Penalty: 2558.671631
	Iteration 53Q: 3 clusters Score -303046.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -303047.812500 Penalty: 2558.671631
	Iteration 54Q: 3 clusters Score -303047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -303048.937500 Penalty: 2558.671631
	Iteration 55Q: 3 clusters Score -303048.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -303049.218750 Penalty: 2558.671631
	Iteration 56Q: 3 clusters Score -303049.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -303049.218750 Penalty: 2558.671631
	Iteration 57F: 3 clusters Score -303049.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -41019.984375 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -41019.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40136.152344 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -40136.15 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40304.023438 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -40304.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40387.644531 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -40387.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40439.316406 Penalty: 1956.042847
	Iteration 3Q: 3 clusters Score -40439.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40495.054688 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -40495.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40540.160156 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -40540.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40572.503906 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -40572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40584.082031 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -40584.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40584.921875 Penalty: 1956.042847
	Iteration 8F: 3 clusters Score -40584.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40610.843750 Penalty: 1956.042847
	Iteration 9Q: 3 clusters Score -40610.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40618.699219 Penalty: 1956.042847
	Iteration 10Q: 3 clusters Score -40618.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40622.054688 Penalty: 1956.042847
	Iteration 11Q: 3 clusters Score -40622.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40624.160156 Penalty: 1956.042847
	Iteration 12Q: 3 clusters Score -40624.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40625.679688 Penalty: 1956.042847
	Iteration 13Q: 3 clusters Score -40625.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40640.585938 Penalty: 1956.042847
	Iteration 14Q: 3 clusters Score -40640.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40644.140625 Penalty: 1956.042847
	Iteration 15Q: 3 clusters Score -40644.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40645.914062 Penalty: 1956.042847
	Iteration 16Q: 3 clusters Score -40645.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40645.914062 Penalty: 1956.042847
	Iteration 17F: 3 clusters Score -40645.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Entering Unmasked Estep 
Score: -7770908.500000 Penalty: 1805.028931
	Iteration 0F: 2 clusters Score -7770908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -7726614.500000 Penalty: 3610.057861
	Iteration 0F: 3 clusters Score -7726614 nChanged 31512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -7744597.000000 Penalty: 3610.057861
	Iteration 1F: 3 clusters Score -7744597 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -7745237.000000 Penalty: 3610.057861
	Iteration 2Q: 3 clusters Score -7745237 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -7746000.500000 Penalty: 3610.057861
	Iteration 3Q: 3 clusters Score -7746000 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -7747129.500000 Penalty: 3610.057861
	Iteration 4Q: 3 clusters Score -7747130 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -7748822.000000 Penalty: 3610.057861
	Iteration 5F: 3 clusters Score -7748822 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -7751399.000000 Penalty: 3610.057861
	Iteration 6F: 3 clusters Score -7751399 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -7754984.500000 Penalty: 3610.057861
	Iteration 7F: 3 clusters Score -7754984 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -7759056.000000 Penalty: 3610.057861
	Iteration 8F: 3 clusters Score -7759056 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -7762587.500000 Penalty: 3610.057861
	Iteration 9F: 3 clusters Score -7762588 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -7764910.000000 Penalty: 3610.057861
	Iteration 10Q: 3 clusters Score -7764910 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -7766153.000000 Penalty: 3610.057861
	Iteration 11Q: 3 clusters Score -7766153 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -7766936.000000 Penalty: 3610.057861
	Iteration 12Q: 3 clusters Score -7766936 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -7767417.500000 Penalty: 3610.057861
	Iteration 13Q: 3 clusters Score -7767418 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -7767791.000000 Penalty: 3610.057861
	Iteration 14Q: 3 clusters Score -7767791 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -7768118.500000 Penalty: 3610.057861
	Iteration 15Q: 3 clusters Score -7768118 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -7768363.500000 Penalty: 3610.057861
	Iteration 16Q: 3 clusters Score -7768364 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -7768516.000000 Penalty: 3610.057861
	Iteration 17Q: 3 clusters Score -7768516 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -7768707.500000 Penalty: 3610.057861
	Iteration 18Q: 3 clusters Score -7768708 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -7768805.500000 Penalty: 3610.057861
	Iteration 19Q: 3 clusters Score -7768806 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -7768919.500000 Penalty: 3610.057861
	Iteration 20F: 3 clusters Score -7768920 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -7769034.000000 Penalty: 3610.057861
	Iteration 21Q: 3 clusters Score -7769034 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 64482 members 
Entering Unmasked Estep 
Score: -7769110.500000 Penalty: 3610.057861
	Iteration 22Q: 3 clusters Score -7769110 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -7769183.000000 Penalty: 3610.057861
	Iteration 23Q: 3 clusters Score -7769183 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -7769275.500000 Penalty: 3610.057861
	Iteration 24Q: 3 clusters Score -7769276 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -7769333.000000 Penalty: 3610.057861
	Iteration 25Q: 3 clusters Score -7769333 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -7769386.500000 Penalty: 3610.057861
	Iteration 26Q: 3 clusters Score -7769386 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -7769405.500000 Penalty: 3610.057861
	Iteration 27Q: 3 clusters Score -7769406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -7769447.500000 Penalty: 3610.057861
	Iteration 28Q: 3 clusters Score -7769448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -7769461.500000 Penalty: 3610.057861
	Iteration 29Q: 3 clusters Score -7769462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -7769472.000000 Penalty: 3610.057861
	Iteration 30Q: 3 clusters Score -7769472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -7769492.500000 Penalty: 3610.057861
	Iteration 31Q: 3 clusters Score -7769492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -7769508.500000 Penalty: 3610.057861
	Iteration 32Q: 3 clusters Score -7769508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -7769524.000000 Penalty: 3610.057861
	Iteration 33Q: 3 clusters Score -7769524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -7769545.500000 Penalty: 3610.057861
	Iteration 34Q: 3 clusters Score -7769546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -7769561.500000 Penalty: 3610.057861
	Iteration 35Q: 3 clusters Score -7769562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -7769565.500000 Penalty: 3610.057861
	Iteration 36Q: 3 clusters Score -7769566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -7769561.000000 Penalty: 3610.057861
	Iteration 37Q: 3 clusters Score -7769561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -7769571.000000 Penalty: 3610.057861
	Iteration 38Q: 3 clusters Score -7769571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -7769577.000000 Penalty: 3610.057861
	Iteration 39Q: 3 clusters Score -7769577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -7769579.500000 Penalty: 3610.057861
	Iteration 40F: 3 clusters Score -7769580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -7769577.000000 Penalty: 3610.057861
	Iteration 41Q: 3 clusters Score -7769577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -7769577.500000 Penalty: 3610.057861
	Iteration 42Q: 3 clusters Score -7769578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -7769587.500000 Penalty: 3610.057861
	Iteration 43Q: 3 clusters Score -7769588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -7769595.000000 Penalty: 3610.057861
	Iteration 44Q: 3 clusters Score -7769595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -7769588.000000 Penalty: 3610.057861
	Iteration 45Q: 3 clusters Score -7769588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -7769596.000000 Penalty: 3610.057861
	Iteration 46Q: 3 clusters Score -7769596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -7769601.500000 Penalty: 3610.057861
	Iteration 47Q: 3 clusters Score -7769602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -7769594.000000 Penalty: 3610.057861
	Iteration 48Q: 3 clusters Score -7769594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -7769594.500000 Penalty: 3610.057861
	Iteration 49Q: 3 clusters Score -7769594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -7769594.500000 Penalty: 3610.057861
	Iteration 50F: 3 clusters Score -7769594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (102059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Entering Unmasked Estep 
Score: -11937075.000000 Penalty: 1874.162231
	Iteration 0F: 2 clusters Score -1.193708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -11871630.000000 Penalty: 3748.324463
	Iteration 0F: 3 clusters Score -1.187163e+07 nChanged 49075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -11899596.000000 Penalty: 3748.324463
	Iteration 1F: 3 clusters Score -1.18996e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -11900339.000000 Penalty: 3748.324463
	Iteration 2Q: 3 clusters Score -1.190034e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -11901071.000000 Penalty: 3748.324463
	Iteration 3Q: 3 clusters Score -1.190107e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -11902125.000000 Penalty: 3748.324463
	Iteration 4Q: 3 clusters Score -1.190212e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -11903431.000000 Penalty: 3748.324463
	Iteration 5Q: 3 clusters Score -1.190343e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -11905233.000000 Penalty: 3748.324463
	Iteration 6Q: 3 clusters Score -1.190523e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -11907611.000000 Penalty: 3748.324463
	Iteration 7Q: 3 clusters Score -1.190761e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65525 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -11911063.000000 Penalty: 3748.324463
	Iteration 8F: 3 clusters Score -1.191106e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71329 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -11915672.000000 Penalty: 3748.324463
	Iteration 9F: 3 clusters Score -1.191567e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -11920537.000000 Penalty: 3748.324463
	Iteration 10F: 3 clusters Score -1.192054e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -11924900.000000 Penalty: 3748.324463
	Iteration 11F: 3 clusters Score -1.19249e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -11928065.000000 Penalty: 3748.324463
	Iteration 12Q: 3 clusters Score -1.192806e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -11930097.000000 Penalty: 3748.324463
	Iteration 13Q: 3 clusters Score -1.19301e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -11931440.000000 Penalty: 3748.324463
	Iteration 14Q: 3 clusters Score -1.193144e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93317 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -11932390.000000 Penalty: 3748.324463
	Iteration 15Q: 3 clusters Score -1.193239e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94631 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -11933065.000000 Penalty: 3748.324463
	Iteration 16Q: 3 clusters Score -1.193306e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -11933547.000000 Penalty: 3748.324463
	Iteration 17Q: 3 clusters Score -1.193355e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -11933949.000000 Penalty: 3748.324463
	Iteration 18Q: 3 clusters Score -1.193395e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97405 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -11934262.000000 Penalty: 3748.324463
	Iteration 19Q: 3 clusters Score -1.193426e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -11934572.000000 Penalty: 3748.324463
	Iteration 20F: 3 clusters Score -1.193457e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98579 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -11934732.000000 Penalty: 3748.324463
	Iteration 21Q: 3 clusters Score -1.193473e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -11934856.000000 Penalty: 3748.324463
	Iteration 22Q: 3 clusters Score -1.193486e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -11934941.000000 Penalty: 3748.324463
	Iteration 23Q: 3 clusters Score -1.193494e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -11934986.000000 Penalty: 3748.324463
	Iteration 24Q: 3 clusters Score -1.193499e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99900 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -11935022.000000 Penalty: 3748.324463
	Iteration 25Q: 3 clusters Score -1.193502e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -11935060.000000 Penalty: 3748.324463
	Iteration 26Q: 3 clusters Score -1.193506e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100293 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -11935101.000000 Penalty: 3748.324463
	Iteration 27Q: 3 clusters Score -1.19351e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11935197.000000 Penalty: 3748.324463
	Iteration 28Q: 3 clusters Score -1.19352e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100578 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11935235.000000 Penalty: 3748.324463
	Iteration 29Q: 3 clusters Score -1.193524e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11935288.000000 Penalty: 3748.324463
	Iteration 30Q: 3 clusters Score -1.193529e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -11935326.000000 Penalty: 3748.324463
	Iteration 31Q: 3 clusters Score -1.193533e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -11935381.000000 Penalty: 3748.324463
	Iteration 32Q: 3 clusters Score -1.193538e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11935408.000000 Penalty: 3748.324463
	Iteration 33Q: 3 clusters Score -1.193541e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100976 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11935434.000000 Penalty: 3748.324463
	Iteration 34Q: 3 clusters Score -1.193543e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101023 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11935432.000000 Penalty: 3748.324463
	Iteration 35Q: 3 clusters Score -1.193543e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101059 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11935441.000000 Penalty: 3748.324463
	Iteration 36Q: 3 clusters Score -1.193544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11935457.000000 Penalty: 3748.324463
	Iteration 37Q: 3 clusters Score -1.193546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11935456.000000 Penalty: 3748.324463
	Iteration 38Q: 3 clusters Score -1.193546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101122 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -11935471.000000 Penalty: 3748.324463
	Iteration 39Q: 3 clusters Score -1.193547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11935468.000000 Penalty: 3748.324463
	Iteration 40F: 3 clusters Score -1.193547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101140 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11935479.000000 Penalty: 3748.324463
	Iteration 41Q: 3 clusters Score -1.193548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101148 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11935474.000000 Penalty: 3748.324463
	Iteration 42Q: 3 clusters Score -1.193547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101156 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11935471.000000 Penalty: 3748.324463
	Iteration 43Q: 3 clusters Score -1.193547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101164 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11935479.000000 Penalty: 3748.324463
	Iteration 44Q: 3 clusters Score -1.193548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11935485.000000 Penalty: 3748.324463
	Iteration 45Q: 3 clusters Score -1.193548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11935486.000000 Penalty: 3748.324463
	Iteration 46Q: 3 clusters Score -1.193549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11935481.000000 Penalty: 3748.324463
	Iteration 47Q: 3 clusters Score -1.193548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101177 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11935487.000000 Penalty: 3748.324463
	Iteration 48Q: 3 clusters Score -1.193549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11935492.000000 Penalty: 3748.324463
	Iteration 49Q: 3 clusters Score -1.193549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101180 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11935493.000000 Penalty: 3748.324463
	Iteration 50Q: 3 clusters Score -1.193549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11935492.000000 Penalty: 3748.324463
	Iteration 51Q: 3 clusters Score -1.193549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11935492.000000 Penalty: 3748.324463
	Iteration 52F: 3 clusters Score -1.193549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Entering Unmasked Estep 
Score: -1454004.250000 Penalty: 1532.798096
	Iteration 0F: 2 clusters Score -1454004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1445239.125000 Penalty: 3065.596191
	Iteration 0F: 3 clusters Score -1445239 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1448271.000000 Penalty: 3065.596191
	Iteration 1F: 3 clusters Score -1448271 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1448543.625000 Penalty: 3065.596191
	Iteration 2F: 3 clusters Score -1448544 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1448781.000000 Penalty: 3065.596191
	Iteration 3F: 3 clusters Score -1448781 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1449001.000000 Penalty: 3065.596191
	Iteration 4Q: 3 clusters Score -1449001 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1449271.125000 Penalty: 3065.596191
	Iteration 5Q: 3 clusters Score -1449271 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1449582.750000 Penalty: 3065.596191
	Iteration 6Q: 3 clusters Score -1449583 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1449981.375000 Penalty: 3065.596191
	Iteration 7F: 3 clusters Score -1449981 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1450430.250000 Penalty: 3065.596191
	Iteration 8F: 3 clusters Score -1450430 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1450935.500000 Penalty: 3065.596191
	Iteration 9F: 3 clusters Score -1450936 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1451465.250000 Penalty: 3065.596191
	Iteration 10F: 3 clusters Score -1451465 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1451987.750000 Penalty: 3065.596191
	Iteration 11Q: 3 clusters Score -1451988 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1452388.125000 Penalty: 3065.596191
	Iteration 12Q: 3 clusters Score -1452388 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1452676.250000 Penalty: 3065.596191
	Iteration 13Q: 3 clusters Score -1452676 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1452859.500000 Penalty: 3065.596191
	Iteration 14Q: 3 clusters Score -1452860 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1452959.500000 Penalty: 3065.596191
	Iteration 15Q: 3 clusters Score -1452960 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1453033.125000 Penalty: 3065.596191
	Iteration 16Q: 3 clusters Score -1453033 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1453069.750000 Penalty: 3065.596191
	Iteration 17Q: 3 clusters Score -1453070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1453119.375000 Penalty: 3065.596191
	Iteration 18Q: 3 clusters Score -1453119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1453150.375000 Penalty: 3065.596191
	Iteration 19Q: 3 clusters Score -1453150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1453180.125000 Penalty: 3065.596191
	Iteration 20F: 3 clusters Score -1453180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1453208.625000 Penalty: 3065.596191
	Iteration 21Q: 3 clusters Score -1453209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1453232.875000 Penalty: 3065.596191
	Iteration 22Q: 3 clusters Score -1453233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1453250.625000 Penalty: 3065.596191
	Iteration 23Q: 3 clusters Score -1453251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1453259.250000 Penalty: 3065.596191
	Iteration 24Q: 3 clusters Score -1453259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1453267.125000 Penalty: 3065.596191
	Iteration 25Q: 3 clusters Score -1453267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1453269.000000 Penalty: 3065.596191
	Iteration 26Q: 3 clusters Score -1453269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1453273.625000 Penalty: 3065.596191
	Iteration 27Q: 3 clusters Score -1453274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1453273.750000 Penalty: 3065.596191
	Iteration 28Q: 3 clusters Score -1453274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1453276.125000 Penalty: 3065.596191
	Iteration 29Q: 3 clusters Score -1453276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1453276.125000 Penalty: 3065.596191
	Iteration 30Q: 3 clusters Score -1453276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1453276.125000 Penalty: 3065.596191
	Iteration 31F: 3 clusters Score -1453276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (113571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113571 members 
Entering Unmasked Estep 
Score: -13322192.000000 Penalty: 1891.529785
	Iteration 0F: 2 clusters Score -1.332219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -13251899.000000 Penalty: 3783.059570
	Iteration 0F: 3 clusters Score -1.32519e+07 nChanged 54334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -13283723.000000 Penalty: 3783.059570
	Iteration 1F: 3 clusters Score -1.328372e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -13284525.000000 Penalty: 3783.059570
	Iteration 2Q: 3 clusters Score -1.328452e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -13285768.000000 Penalty: 3783.059570
	Iteration 3Q: 3 clusters Score -1.328577e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -13287708.000000 Penalty: 3783.059570
	Iteration 4Q: 3 clusters Score -1.328771e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -13290505.000000 Penalty: 3783.059570
	Iteration 5F: 3 clusters Score -1.32905e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -13295001.000000 Penalty: 3783.059570
	Iteration 6F: 3 clusters Score -1.3295e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -13300672.000000 Penalty: 3783.059570
	Iteration 7F: 3 clusters Score -1.330067e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -13306389.000000 Penalty: 3783.059570
	Iteration 8F: 3 clusters Score -1.330639e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -13309609.000000 Penalty: 3783.059570
	Iteration 9Q: 3 clusters Score -1.330961e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 85170 members 
Entering Unmasked Estep 
Score: -13310962.000000 Penalty: 3783.059570
	Iteration 10Q: 3 clusters Score -1.331096e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -13311826.000000 Penalty: 3783.059570
	Iteration 11Q: 3 clusters Score -1.331183e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -13312412.000000 Penalty: 3783.059570
	Iteration 12Q: 3 clusters Score -1.331241e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 91142 members 
Entering Unmasked Estep 
Score: -13313152.000000 Penalty: 3783.059570
	Iteration 13Q: 3 clusters Score -1.331315e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -13313863.000000 Penalty: 3783.059570
	Iteration 14Q: 3 clusters Score -1.331386e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 95758 members 
Entering Unmasked Estep 
Score: -13314730.000000 Penalty: 3783.059570
	Iteration 15Q: 3 clusters Score -1.331473e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -13315592.000000 Penalty: 3783.059570
	Iteration 16Q: 3 clusters Score -1.331559e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 100413 members 
Entering Unmasked Estep 
Score: -13316459.000000 Penalty: 3783.059570
	Iteration 17Q: 3 clusters Score -1.331646e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -13317733.000000 Penalty: 3783.059570
	Iteration 18Q: 3 clusters Score -1.331773e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 104475 members 
Entering Unmasked Estep 
Score: -13318680.000000 Penalty: 3783.059570
	Iteration 19Q: 3 clusters Score -1.331868e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -13319455.000000 Penalty: 3783.059570
	Iteration 20F: 3 clusters Score -1.331946e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 107776 members 
Entering Unmasked Estep 
Score: -13319937.000000 Penalty: 3783.059570
	Iteration 21Q: 3 clusters Score -1.331994e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 109027 members 
Entering Unmasked Estep 
Score: -13320333.000000 Penalty: 3783.059570
	Iteration 22Q: 3 clusters Score -1.332033e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 109998 members 
Entering Unmasked Estep 
Score: -13320621.000000 Penalty: 3783.059570
	Iteration 23Q: 3 clusters Score -1.332062e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -13320839.000000 Penalty: 3783.059570
	Iteration 24Q: 3 clusters Score -1.332084e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 111263 members 
Entering Unmasked Estep 
Score: -13320879.000000 Penalty: 3783.059570
	Iteration 25Q: 3 clusters Score -1.332088e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 111690 members 
Entering Unmasked Estep 
Score: -13320933.000000 Penalty: 3783.059570
	Iteration 26Q: 3 clusters Score -1.332093e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 111989 members 
Entering Unmasked Estep 
Score: -13320995.000000 Penalty: 3783.059570
	Iteration 27Q: 3 clusters Score -1.3321e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -13321021.000000 Penalty: 3783.059570
	Iteration 28Q: 3 clusters Score -1.332102e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 112370 members 
Entering Unmasked Estep 
Score: -13321012.000000 Penalty: 3783.059570
	Iteration 29Q: 3 clusters Score -1.332101e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 112485 members 
Entering Unmasked Estep 
Score: -13321023.000000 Penalty: 3783.059570
	Iteration 30Q: 3 clusters Score -1.332102e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 112575 members 
Entering Unmasked Estep 
Score: -13321004.000000 Penalty: 3783.059570
	Iteration 31Q: 3 clusters Score -1.3321e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 112640 members 
Entering Unmasked Estep 
Score: -13321003.000000 Penalty: 3783.059570
	Iteration 32Q: 3 clusters Score -1.3321e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 112703 members 
Entering Unmasked Estep 
Score: -13320994.000000 Penalty: 3783.059570
	Iteration 33Q: 3 clusters Score -1.332099e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 112755 members 
Entering Unmasked Estep 
Score: -13320975.000000 Penalty: 3783.059570
	Iteration 34Q: 3 clusters Score -1.332098e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -13320991.000000 Penalty: 3783.059570
	Iteration 35Q: 3 clusters Score -1.332099e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 112813 members 
Entering Unmasked Estep 
Score: -13320991.000000 Penalty: 3783.059570
	Iteration 36Q: 3 clusters Score -1.332099e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 112840 members 
Entering Unmasked Estep 
Score: -13320997.000000 Penalty: 3783.059570
	Iteration 37Q: 3 clusters Score -1.3321e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 112870 members 
Entering Unmasked Estep 
Score: -13321010.000000 Penalty: 3783.059570
	Iteration 38Q: 3 clusters Score -1.332101e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 112897 members 
Entering Unmasked Estep 
Score: -13320992.000000 Penalty: 3783.059570
	Iteration 39Q: 3 clusters Score -1.332099e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 112915 members 
Entering Unmasked Estep 
Score: -13320968.000000 Penalty: 3783.059570
	Iteration 40F: 3 clusters Score -1.332097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 112934 members 
Entering Unmasked Estep 
Score: -13320967.000000 Penalty: 3783.059570
	Iteration 41Q: 3 clusters Score -1.332097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 112946 members 
Entering Unmasked Estep 
Score: -13320978.000000 Penalty: 3783.059570
	Iteration 42Q: 3 clusters Score -1.332098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 112955 members 
Entering Unmasked Estep 
Score: -13320963.000000 Penalty: 3783.059570
	Iteration 43Q: 3 clusters Score -1.332096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 112965 members 
Entering Unmasked Estep 
Score: -13320973.000000 Penalty: 3783.059570
	Iteration 44Q: 3 clusters Score -1.332097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 112966 members 
Entering Unmasked Estep 
Score: -13320974.000000 Penalty: 3783.059570
	Iteration 45Q: 3 clusters Score -1.332097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 112968 members 
Entering Unmasked Estep 
Score: -13320966.000000 Penalty: 3783.059570
	Iteration 46Q: 3 clusters Score -1.332097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -13320963.000000 Penalty: 3783.059570
	Iteration 47Q: 3 clusters Score -1.332096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 112975 members 
Entering Unmasked Estep 
Score: -13320970.000000 Penalty: 3783.059570
	Iteration 48Q: 3 clusters Score -1.332097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 112977 members 
Entering Unmasked Estep 
Score: -13320966.000000 Penalty: 3783.059570
	Iteration 49Q: 3 clusters Score -1.332097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 112978 members 
Entering Unmasked Estep 
Score: -13320967.000000 Penalty: 3783.059570
	Iteration 50Q: 3 clusters Score -1.332097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 112978 members 
Entering Unmasked Estep 
Score: -13320966.000000 Penalty: 3783.059570
	Iteration 51Q: 3 clusters Score -1.332097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 112978 members 
Entering Unmasked Estep 
Score: -13320963.000000 Penalty: 3783.059570
	Iteration 52Q: 3 clusters Score -1.332096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
Score: -13320967.000000 Penalty: 3783.059570
	Iteration 53Q: 3 clusters Score -1.332097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 112982 members 
Entering Unmasked Estep 
Score: -13320968.000000 Penalty: 3783.059570
	Iteration 54Q: 3 clusters Score -1.332097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 112983 members 
Entering Unmasked Estep 
Score: -13320977.000000 Penalty: 3783.059570
	Iteration 55Q: 3 clusters Score -1.332098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 112984 members 
Entering Unmasked Estep 
Score: -13320977.000000 Penalty: 3783.059570
	Iteration 56Q: 3 clusters Score -1.332098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 112986 members 
Entering Unmasked Estep 
Score: -13320976.000000 Penalty: 3783.059570
	Iteration 57Q: 3 clusters Score -1.332098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 112988 members 
Entering Unmasked Estep 
Score: -13320976.000000 Penalty: 3783.059570
	Iteration 58Q: 3 clusters Score -1.332098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 112991 members 
Entering Unmasked Estep 
Score: -13320976.000000 Penalty: 3783.059570
	Iteration 59Q: 3 clusters Score -1.332098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 112992 members 
Entering Unmasked Estep 
Score: -13320971.000000 Penalty: 3783.059570
	Iteration 60F: 3 clusters Score -1.332097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13296.941406 Penalty: 823.696960
	Iteration 0F: 2 clusters Score -13296.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12637.660156 Penalty: 1647.393921
	Iteration 0F: 3 clusters Score -12637.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12705.836914 Penalty: 1647.393921
	Iteration 1F: 3 clusters Score -12705.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12725.544922 Penalty: 1647.393921
	Iteration 2Q: 3 clusters Score -12725.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12745.331055 Penalty: 1647.393921
	Iteration 3Q: 3 clusters Score -12745.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12773.352539 Penalty: 1647.393921
	Iteration 4Q: 3 clusters Score -12773.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12785.294922 Penalty: 1647.393921
	Iteration 5Q: 3 clusters Score -12785.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12789.405273 Penalty: 1647.393921
	Iteration 6Q: 3 clusters Score -12789.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12794.985352 Penalty: 1647.393921
	Iteration 7Q: 3 clusters Score -12794.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12794.985352 Penalty: 1647.393921
	Iteration 8F: 3 clusters Score -12794.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -189462.781250 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -189462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -187616.640625 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -187616.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -187979.484375 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -187979.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -188056.640625 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -188056.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -188100.593750 Penalty: 2407.180908
	Iteration 3Q: 3 clusters Score -188100.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -188125.296875 Penalty: 2407.180908
	Iteration 4Q: 3 clusters Score -188125.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -188144.234375 Penalty: 2407.180908
	Iteration 5Q: 3 clusters Score -188144.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -188154.968750 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -188155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -188166.359375 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -188166.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -188178.250000 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -188178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -188183.765625 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -188183.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -188188.843750 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -188188.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188192.843750 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -188192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -188196.406250 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -188196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -188200.531250 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -188200.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -188205.171875 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -188205.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -188211.765625 Penalty: 2407.180908
	Iteration 15Q: 3 clusters Score -188211.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -188219.062500 Penalty: 2407.180908
	Iteration 16Q: 3 clusters Score -188219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -188226.140625 Penalty: 2407.180908
	Iteration 17Q: 3 clusters Score -188226.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -188232.406250 Penalty: 2407.180908
	Iteration 18Q: 3 clusters Score -188232.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -188236.843750 Penalty: 2407.180908
	Iteration 19Q: 3 clusters Score -188236.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -188245.078125 Penalty: 2407.180908
	Iteration 20F: 3 clusters Score -188245.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -188260.828125 Penalty: 2407.180908
	Iteration 21Q: 3 clusters Score -188260.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -188270.531250 Penalty: 2407.180908
	Iteration 22Q: 3 clusters Score -188270.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -188274.500000 Penalty: 2407.180908
	Iteration 23Q: 3 clusters Score -188274.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -188277.031250 Penalty: 2407.180908
	Iteration 24Q: 3 clusters Score -188277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -188278.859375 Penalty: 2407.180908
	Iteration 25Q: 3 clusters Score -188278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -188279.906250 Penalty: 2407.180908
	Iteration 26Q: 3 clusters Score -188279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -188280.953125 Penalty: 2407.180908
	Iteration 27Q: 3 clusters Score -188281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -188283.984375 Penalty: 2407.180908
	Iteration 28Q: 3 clusters Score -188284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -188289.625000 Penalty: 2407.180908
	Iteration 29Q: 3 clusters Score -188289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -188292.750000 Penalty: 2407.180908
	Iteration 30Q: 3 clusters Score -188292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -188295.484375 Penalty: 2407.180908
	Iteration 31Q: 3 clusters Score -188295.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -188299.000000 Penalty: 2407.180908
	Iteration 32Q: 3 clusters Score -188299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -188300.984375 Penalty: 2407.180908
	Iteration 33Q: 3 clusters Score -188301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -188301.484375 Penalty: 2407.180908
	Iteration 34Q: 3 clusters Score -188301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -188302.437500 Penalty: 2407.180908
	Iteration 35Q: 3 clusters Score -188302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -188303.796875 Penalty: 2407.180908
	Iteration 36Q: 3 clusters Score -188303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -188305.328125 Penalty: 2407.180908
	Iteration 37Q: 3 clusters Score -188305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -188306.781250 Penalty: 2407.180908
	Iteration 38Q: 3 clusters Score -188306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -188308.375000 Penalty: 2407.180908
	Iteration 39Q: 3 clusters Score -188308.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -188310.875000 Penalty: 2407.180908
	Iteration 40F: 3 clusters Score -188310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -188311.593750 Penalty: 2407.180908
	Iteration 41Q: 3 clusters Score -188311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -188311.875000 Penalty: 2407.180908
	Iteration 42Q: 3 clusters Score -188311.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -188311.875000 Penalty: 2407.180908
	Iteration 43F: 3 clusters Score -188311.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (132221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132221 members 
Entering Unmasked Estep 
Score: -15201417.000000 Penalty: 1916.237305
	Iteration 0F: 2 clusters Score -1.520142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66278 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -15118488.000000 Penalty: 3832.474609
	Iteration 0F: 3 clusters Score -1.511849e+07 nChanged 63646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -15155344.000000 Penalty: 3832.474609
	Iteration 1F: 3 clusters Score -1.515534e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -15156250.000000 Penalty: 3832.474609
	Iteration 2Q: 3 clusters Score -1.515625e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -15157533.000000 Penalty: 3832.474609
	Iteration 3Q: 3 clusters Score -1.515753e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -15159613.000000 Penalty: 3832.474609
	Iteration 4Q: 3 clusters Score -1.515961e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -15163289.000000 Penalty: 3832.474609
	Iteration 5F: 3 clusters Score -1.516329e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95088 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -15170036.000000 Penalty: 3832.474609
	Iteration 6F: 3 clusters Score -1.517004e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106705 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -15179592.000000 Penalty: 3832.474609
	Iteration 7F: 3 clusters Score -1.517959e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117967 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -15189223.000000 Penalty: 3832.474609
	Iteration 8F: 3 clusters Score -1.518922e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125753 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -15195014.000000 Penalty: 3832.474609
	Iteration 9F: 3 clusters Score -1.519501e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129530 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -15197916.000000 Penalty: 3832.474609
	Iteration 10Q: 3 clusters Score -1.519792e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131047 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -15198981.000000 Penalty: 3832.474609
	Iteration 11Q: 3 clusters Score -1.519898e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131593 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -15199402.000000 Penalty: 3832.474609
	Iteration 12Q: 3 clusters Score -1.51994e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131806 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15199601.000000 Penalty: 3832.474609
	Iteration 13Q: 3 clusters Score -1.51996e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131884 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15199692.000000 Penalty: 3832.474609
	Iteration 14Q: 3 clusters Score -1.519969e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131921 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15199739.000000 Penalty: 3832.474609
	Iteration 15Q: 3 clusters Score -1.519974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131939 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -15199768.000000 Penalty: 3832.474609
	Iteration 16Q: 3 clusters Score -1.519977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131948 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -15199772.000000 Penalty: 3832.474609
	Iteration 17Q: 3 clusters Score -1.519977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131956 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -15199782.000000 Penalty: 3832.474609
	Iteration 18Q: 3 clusters Score -1.519978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131960 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -15199803.000000 Penalty: 3832.474609
	Iteration 19Q: 3 clusters Score -1.51998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131965 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15199794.000000 Penalty: 3832.474609
	Iteration 20F: 3 clusters Score -1.519979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15199805.000000 Penalty: 3832.474609
	Iteration 21Q: 3 clusters Score -1.51998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131967 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15199804.000000 Penalty: 3832.474609
	Iteration 22Q: 3 clusters Score -1.51998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15199800.000000 Penalty: 3832.474609
	Iteration 23Q: 3 clusters Score -1.51998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131969 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15199804.000000 Penalty: 3832.474609
	Iteration 24Q: 3 clusters Score -1.51998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131971 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15199797.000000 Penalty: 3832.474609
	Iteration 25Q: 3 clusters Score -1.51998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131971 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15199813.000000 Penalty: 3832.474609
	Iteration 26Q: 3 clusters Score -1.519981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131976 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15199829.000000 Penalty: 3832.474609
	Iteration 27Q: 3 clusters Score -1.519983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131976 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15199830.000000 Penalty: 3832.474609
	Iteration 28Q: 3 clusters Score -1.519983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131978 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15199827.000000 Penalty: 3832.474609
	Iteration 29Q: 3 clusters Score -1.519983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131978 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15199827.000000 Penalty: 3832.474609
	Iteration 30F: 3 clusters Score -1.519983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Entering Unmasked Estep 
Score: -499780.000000 Penalty: 1359.724121
	Iteration 0F: 2 clusters Score -499780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -496246.593750 Penalty: 2719.448242
	Iteration 0F: 3 clusters Score -496246.6 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -497184.625000 Penalty: 2719.448242
	Iteration 1F: 3 clusters Score -497184.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -497333.687500 Penalty: 2719.448242
	Iteration 2F: 3 clusters Score -497333.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -497459.218750 Penalty: 2719.448242
	Iteration 3F: 3 clusters Score -497459.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -497588.406250 Penalty: 2719.448242
	Iteration 4Q: 3 clusters Score -497588.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -497712.625000 Penalty: 2719.448242
	Iteration 5Q: 3 clusters Score -497712.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -497824.031250 Penalty: 2719.448242
	Iteration 6Q: 3 clusters Score -497824 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -497919.625000 Penalty: 2719.448242
	Iteration 7Q: 3 clusters Score -497919.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -498020.562500 Penalty: 2719.448242
	Iteration 8Q: 3 clusters Score -498020.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -498120.031250 Penalty: 2719.448242
	Iteration 9Q: 3 clusters Score -498120 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -498215.312500 Penalty: 2719.448242
	Iteration 10Q: 3 clusters Score -498215.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -498296.093750 Penalty: 2719.448242
	Iteration 11Q: 3 clusters Score -498296.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -498368.437500 Penalty: 2719.448242
	Iteration 12Q: 3 clusters Score -498368.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -498443.281250 Penalty: 2719.448242
	Iteration 13Q: 3 clusters Score -498443.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -498497.687500 Penalty: 2719.448242
	Iteration 14Q: 3 clusters Score -498497.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -498534.843750 Penalty: 2719.448242
	Iteration 15Q: 3 clusters Score -498534.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -498556.468750 Penalty: 2719.448242
	Iteration 16Q: 3 clusters Score -498556.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -498574.500000 Penalty: 2719.448242
	Iteration 17Q: 3 clusters Score -498574.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -498589.343750 Penalty: 2719.448242
	Iteration 18Q: 3 clusters Score -498589.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -498597.875000 Penalty: 2719.448242
	Iteration 19Q: 3 clusters Score -498597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -498603.468750 Penalty: 2719.448242
	Iteration 20F: 3 clusters Score -498603.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -498606.843750 Penalty: 2719.448242
	Iteration 21Q: 3 clusters Score -498606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -498611.656250 Penalty: 2719.448242
	Iteration 22Q: 3 clusters Score -498611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -498613.968750 Penalty: 2719.448242
	Iteration 23Q: 3 clusters Score -498614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -498617.781250 Penalty: 2719.448242
	Iteration 24Q: 3 clusters Score -498617.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -498619.812500 Penalty: 2719.448242
	Iteration 25Q: 3 clusters Score -498619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -498620.687500 Penalty: 2719.448242
	Iteration 26Q: 3 clusters Score -498620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -498621.687500 Penalty: 2719.448242
	Iteration 27Q: 3 clusters Score -498621.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -498624.875000 Penalty: 2719.448242
	Iteration 28Q: 3 clusters Score -498624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -498625.656250 Penalty: 2719.448242
	Iteration 29Q: 3 clusters Score -498625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -498625.656250 Penalty: 2719.448242
	Iteration 30F: 3 clusters Score -498625.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -459499.656250 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -459499.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -456196.093750 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -456196.1 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -457042.656250 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -457042.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -457192.718750 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -457192.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -457288.937500 Penalty: 2690.984131
	Iteration 3Q: 3 clusters Score -457288.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -457363.718750 Penalty: 2690.984131
	Iteration 4Q: 3 clusters Score -457363.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -457416.031250 Penalty: 2690.984131
	Iteration 5Q: 3 clusters Score -457416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -457463.375000 Penalty: 2690.984131
	Iteration 6Q: 3 clusters Score -457463.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -457512.843750 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -457512.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -457561.718750 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -457561.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -457603.062500 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -457603.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -457634.812500 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -457634.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -457667.500000 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -457667.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -457698.937500 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -457698.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -457726.625000 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -457726.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -457756.968750 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -457757 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -457795.156250 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -457795.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -457851.875000 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -457851.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -457908.250000 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -457908.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -457959.625000 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -457959.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -458002.500000 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -458002.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -458032.875000 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -458032.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -458061.625000 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -458061.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -458089.281250 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -458089.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -458114.406250 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -458114.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -458140.031250 Penalty: 2690.984131
	Iteration 24Q: 3 clusters Score -458140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -458160.187500 Penalty: 2690.984131
	Iteration 25Q: 3 clusters Score -458160.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -458176.750000 Penalty: 2690.984131
	Iteration 26Q: 3 clusters Score -458176.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -458194.906250 Penalty: 2690.984131
	Iteration 27Q: 3 clusters Score -458194.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -458212.312500 Penalty: 2690.984131
	Iteration 28Q: 3 clusters Score -458212.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -458225.875000 Penalty: 2690.984131
	Iteration 29Q: 3 clusters Score -458225.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -458237.687500 Penalty: 2690.984131
	Iteration 30Q: 3 clusters Score -458237.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -458247.500000 Penalty: 2690.984131
	Iteration 31Q: 3 clusters Score -458247.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -458257.843750 Penalty: 2690.984131
	Iteration 32Q: 3 clusters Score -458257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -458265.062500 Penalty: 2690.984131
	Iteration 33Q: 3 clusters Score -458265.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -458272.000000 Penalty: 2690.984131
	Iteration 34Q: 3 clusters Score -458272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -458275.687500 Penalty: 2690.984131
	Iteration 35Q: 3 clusters Score -458275.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -458282.031250 Penalty: 2690.984131
	Iteration 36Q: 3 clusters Score -458282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -458288.593750 Penalty: 2690.984131
	Iteration 37Q: 3 clusters Score -458288.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -458293.656250 Penalty: 2690.984131
	Iteration 38Q: 3 clusters Score -458293.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -458298.312500 Penalty: 2690.984131
	Iteration 39Q: 3 clusters Score -458298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -458300.375000 Penalty: 2690.984131
	Iteration 40F: 3 clusters Score -458300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -458301.218750 Penalty: 2690.984131
	Iteration 41Q: 3 clusters Score -458301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -458305.843750 Penalty: 2690.984131
	Iteration 42Q: 3 clusters Score -458305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -458308.156250 Penalty: 2690.984131
	Iteration 43Q: 3 clusters Score -458308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -458310.625000 Penalty: 2690.984131
	Iteration 44Q: 3 clusters Score -458310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -458312.625000 Penalty: 2690.984131
	Iteration 45Q: 3 clusters Score -458312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -458314.250000 Penalty: 2690.984131
	Iteration 46Q: 3 clusters Score -458314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -458314.906250 Penalty: 2690.984131
	Iteration 47Q: 3 clusters Score -458314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -458314.937500 Penalty: 2690.984131
	Iteration 48Q: 3 clusters Score -458314.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -458316.281250 Penalty: 2690.984131
	Iteration 49Q: 3 clusters Score -458316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -458317.281250 Penalty: 2690.984131
	Iteration 50Q: 3 clusters Score -458317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -458317.406250 Penalty: 2690.984131
	Iteration 51Q: 3 clusters Score -458317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -458318.218750 Penalty: 2690.984131
	Iteration 52Q: 3 clusters Score -458318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -458318.937500 Penalty: 2690.984131
	Iteration 53Q: 3 clusters Score -458318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -458319.468750 Penalty: 2690.984131
	Iteration 54Q: 3 clusters Score -458319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -458320.000000 Penalty: 2690.984131
	Iteration 55Q: 3 clusters Score -458320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -458320.375000 Penalty: 2690.984131
	Iteration 56Q: 3 clusters Score -458320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -458320.750000 Penalty: 2690.984131
	Iteration 57Q: 3 clusters Score -458320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -458322.625000 Penalty: 2690.984131
	Iteration 58Q: 3 clusters Score -458322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -458325.312500 Penalty: 2690.984131
	Iteration 59Q: 3 clusters Score -458325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -458327.875000 Penalty: 2690.984131
	Iteration 60F: 3 clusters Score -458327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -458328.718750 Penalty: 2690.984131
	Iteration 61Q: 3 clusters Score -458328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -458331.187500 Penalty: 2690.984131
	Iteration 62Q: 3 clusters Score -458331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -458332.187500 Penalty: 2690.984131
	Iteration 63Q: 3 clusters Score -458332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -458332.000000 Penalty: 2690.984131
	Iteration 64Q: 3 clusters Score -458332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -458333.625000 Penalty: 2690.984131
	Iteration 65Q: 3 clusters Score -458333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -458333.625000 Penalty: 2690.984131
	Iteration 66F: 3 clusters Score -458333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Entering Unmasked Estep 
Score: -2925030.500000 Penalty: 1644.945801
	Iteration 0F: 2 clusters Score -2925030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2908251.500000 Penalty: 3289.891602
	Iteration 0F: 3 clusters Score -2908252 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2914395.250000 Penalty: 3289.891602
	Iteration 1F: 3 clusters Score -2914395 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2914786.000000 Penalty: 3289.891602
	Iteration 2Q: 3 clusters Score -2914786 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2915260.500000 Penalty: 3289.891602
	Iteration 3Q: 3 clusters Score -2915260 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2915961.250000 Penalty: 3289.891602
	Iteration 4F: 3 clusters Score -2915961 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2916935.250000 Penalty: 3289.891602
	Iteration 5F: 3 clusters Score -2916935 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2918272.500000 Penalty: 3289.891602
	Iteration 6F: 3 clusters Score -2918272 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2919904.250000 Penalty: 3289.891602
	Iteration 7F: 3 clusters Score -2919904 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2921461.750000 Penalty: 3289.891602
	Iteration 8F: 3 clusters Score -2921462 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2922732.000000 Penalty: 3289.891602
	Iteration 9Q: 3 clusters Score -2922732 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2923373.250000 Penalty: 3289.891602
	Iteration 10Q: 3 clusters Score -2923373 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2923571.750000 Penalty: 3289.891602
	Iteration 11Q: 3 clusters Score -2923572 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2923663.500000 Penalty: 3289.891602
	Iteration 12Q: 3 clusters Score -2923664 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2923709.750000 Penalty: 3289.891602
	Iteration 13Q: 3 clusters Score -2923710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2923729.250000 Penalty: 3289.891602
	Iteration 14Q: 3 clusters Score -2923729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2923751.000000 Penalty: 3289.891602
	Iteration 15Q: 3 clusters Score -2923751 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2923766.750000 Penalty: 3289.891602
	Iteration 16Q: 3 clusters Score -2923767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2923792.000000 Penalty: 3289.891602
	Iteration 17Q: 3 clusters Score -2923792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2923801.250000 Penalty: 3289.891602
	Iteration 18Q: 3 clusters Score -2923801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2923816.250000 Penalty: 3289.891602
	Iteration 19Q: 3 clusters Score -2923816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -2923820.750000 Penalty: 3289.891602
	Iteration 20F: 3 clusters Score -2923821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2923833.250000 Penalty: 3289.891602
	Iteration 21Q: 3 clusters Score -2923833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2923834.000000 Penalty: 3289.891602
	Iteration 22Q: 3 clusters Score -2923834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2923847.250000 Penalty: 3289.891602
	Iteration 23Q: 3 clusters Score -2923847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2923857.250000 Penalty: 3289.891602
	Iteration 24Q: 3 clusters Score -2923857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2923859.750000 Penalty: 3289.891602
	Iteration 25Q: 3 clusters Score -2923860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2923861.000000 Penalty: 3289.891602
	Iteration 26Q: 3 clusters Score -2923861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2923869.500000 Penalty: 3289.891602
	Iteration 27Q: 3 clusters Score -2923870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2923876.000000 Penalty: 3289.891602
	Iteration 28Q: 3 clusters Score -2923876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2923876.750000 Penalty: 3289.891602
	Iteration 29Q: 3 clusters Score -2923877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2923877.000000 Penalty: 3289.891602
	Iteration 30Q: 3 clusters Score -2923877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2923878.250000 Penalty: 3289.891602
	Iteration 31Q: 3 clusters Score -2923878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2923884.500000 Penalty: 3289.891602
	Iteration 32Q: 3 clusters Score -2923884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2923888.000000 Penalty: 3289.891602
	Iteration 33Q: 3 clusters Score -2923888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2923886.000000 Penalty: 3289.891602
	Iteration 34Q: 3 clusters Score -2923886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2923886.000000 Penalty: 3289.891602
	Iteration 35Q: 3 clusters Score -2923886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2923888.750000 Penalty: 3289.891602
	Iteration 36Q: 3 clusters Score -2923889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2923891.250000 Penalty: 3289.891602
	Iteration 37Q: 3 clusters Score -2923891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2923892.250000 Penalty: 3289.891602
	Iteration 38Q: 3 clusters Score -2923892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2923891.500000 Penalty: 3289.891602
	Iteration 39Q: 3 clusters Score -2923892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2923891.500000 Penalty: 3289.891602
	Iteration 40F: 3 clusters Score -2923892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Entering Unmasked Estep 
Score: -2110713.500000 Penalty: 1591.163208
	Iteration 0F: 2 clusters Score -2110714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2098418.750000 Penalty: 3182.326416
	Iteration 0F: 3 clusters Score -2098419 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2102868.250000 Penalty: 3182.326416
	Iteration 1F: 3 clusters Score -2102868 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2103263.000000 Penalty: 3182.326416
	Iteration 2F: 3 clusters Score -2103263 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2103738.500000 Penalty: 3182.326416
	Iteration 3F: 3 clusters Score -2103738 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2104338.750000 Penalty: 3182.326416
	Iteration 4F: 3 clusters Score -2104339 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2105171.250000 Penalty: 3182.326416
	Iteration 5F: 3 clusters Score -2105171 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2106175.000000 Penalty: 3182.326416
	Iteration 6F: 3 clusters Score -2106175 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2107265.000000 Penalty: 3182.326416
	Iteration 7F: 3 clusters Score -2107265 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2108087.750000 Penalty: 3182.326416
	Iteration 8Q: 3 clusters Score -2108088 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2108652.000000 Penalty: 3182.326416
	Iteration 9Q: 3 clusters Score -2108652 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2108949.750000 Penalty: 3182.326416
	Iteration 10Q: 3 clusters Score -2108950 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2109077.000000 Penalty: 3182.326416
	Iteration 11Q: 3 clusters Score -2109077 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2109136.000000 Penalty: 3182.326416
	Iteration 12Q: 3 clusters Score -2109136 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2109171.250000 Penalty: 3182.326416
	Iteration 13Q: 3 clusters Score -2109171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2109205.000000 Penalty: 3182.326416
	Iteration 14Q: 3 clusters Score -2109205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2109225.750000 Penalty: 3182.326416
	Iteration 15Q: 3 clusters Score -2109226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2109246.250000 Penalty: 3182.326416
	Iteration 16Q: 3 clusters Score -2109246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2109263.750000 Penalty: 3182.326416
	Iteration 17Q: 3 clusters Score -2109264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2109273.750000 Penalty: 3182.326416
	Iteration 18Q: 3 clusters Score -2109274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2109282.750000 Penalty: 3182.326416
	Iteration 19Q: 3 clusters Score -2109283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2109289.250000 Penalty: 3182.326416
	Iteration 20F: 3 clusters Score -2109289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2109291.750000 Penalty: 3182.326416
	Iteration 21Q: 3 clusters Score -2109292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2109306.750000 Penalty: 3182.326416
	Iteration 22Q: 3 clusters Score -2109307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2109312.000000 Penalty: 3182.326416
	Iteration 23Q: 3 clusters Score -2109312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2109312.000000 Penalty: 3182.326416
	Iteration 24Q: 3 clusters Score -2109312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2109316.750000 Penalty: 3182.326416
	Iteration 25Q: 3 clusters Score -2109317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2109323.750000 Penalty: 3182.326416
	Iteration 26Q: 3 clusters Score -2109324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2109325.750000 Penalty: 3182.326416
	Iteration 27Q: 3 clusters Score -2109326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2109324.500000 Penalty: 3182.326416
	Iteration 28Q: 3 clusters Score -2109324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2109327.000000 Penalty: 3182.326416
	Iteration 29Q: 3 clusters Score -2109327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2109325.750000 Penalty: 3182.326416
	Iteration 30Q: 3 clusters Score -2109326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2109325.750000 Penalty: 3182.326416
	Iteration 31F: 3 clusters Score -2109326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -331086.906250 Penalty: 1293.722656
	Iteration 0F: 2 clusters Score -331086.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -328454.312500 Penalty: 2587.445312
	Iteration 0F: 3 clusters Score -328454.3 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -329013.125000 Penalty: 2587.445312
	Iteration 1F: 3 clusters Score -329013.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -329147.687500 Penalty: 2587.445312
	Iteration 2F: 3 clusters Score -329147.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -329222.531250 Penalty: 2587.445312
	Iteration 3Q: 3 clusters Score -329222.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -329275.093750 Penalty: 2587.445312
	Iteration 4Q: 3 clusters Score -329275.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -329313.000000 Penalty: 2587.445312
	Iteration 5Q: 3 clusters Score -329313 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -329337.343750 Penalty: 2587.445312
	Iteration 6Q: 3 clusters Score -329337.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -329356.625000 Penalty: 2587.445312
	Iteration 7Q: 3 clusters Score -329356.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -329371.250000 Penalty: 2587.445312
	Iteration 8Q: 3 clusters Score -329371.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -329385.687500 Penalty: 2587.445312
	Iteration 9Q: 3 clusters Score -329385.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -329396.718750 Penalty: 2587.445312
	Iteration 10Q: 3 clusters Score -329396.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -329406.343750 Penalty: 2587.445312
	Iteration 11Q: 3 clusters Score -329406.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -329415.093750 Penalty: 2587.445312
	Iteration 12Q: 3 clusters Score -329415.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -329423.562500 Penalty: 2587.445312
	Iteration 13Q: 3 clusters Score -329423.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -329429.406250 Penalty: 2587.445312
	Iteration 14Q: 3 clusters Score -329429.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -329433.843750 Penalty: 2587.445312
	Iteration 15Q: 3 clusters Score -329433.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -329438.375000 Penalty: 2587.445312
	Iteration 16Q: 3 clusters Score -329438.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -329442.531250 Penalty: 2587.445312
	Iteration 17Q: 3 clusters Score -329442.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -329447.218750 Penalty: 2587.445312
	Iteration 18Q: 3 clusters Score -329447.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -329452.062500 Penalty: 2587.445312
	Iteration 19Q: 3 clusters Score -329452.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -329455.843750 Penalty: 2587.445312
	Iteration 20F: 3 clusters Score -329455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -329458.437500 Penalty: 2587.445312
	Iteration 21Q: 3 clusters Score -329458.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -329460.812500 Penalty: 2587.445312
	Iteration 22Q: 3 clusters Score -329460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -329463.625000 Penalty: 2587.445312
	Iteration 23Q: 3 clusters Score -329463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -329465.437500 Penalty: 2587.445312
	Iteration 24Q: 3 clusters Score -329465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -329466.625000 Penalty: 2587.445312
	Iteration 25Q: 3 clusters Score -329466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -329469.093750 Penalty: 2587.445312
	Iteration 26Q: 3 clusters Score -329469.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -329472.093750 Penalty: 2587.445312
	Iteration 27Q: 3 clusters Score -329472.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -329474.062500 Penalty: 2587.445312
	Iteration 28Q: 3 clusters Score -329474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -329475.093750 Penalty: 2587.445312
	Iteration 29Q: 3 clusters Score -329475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -329476.562500 Penalty: 2587.445312
	Iteration 30Q: 3 clusters Score -329476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -329477.250000 Penalty: 2587.445312
	Iteration 31Q: 3 clusters Score -329477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -329478.406250 Penalty: 2587.445312
	Iteration 32Q: 3 clusters Score -329478.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -329478.406250 Penalty: 2587.445312
	Iteration 33F: 3 clusters Score -329478.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Entering Unmasked Estep 
Score: -293699.031250 Penalty: 1283.491821
	Iteration 0F: 2 clusters Score -293699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -291229.343750 Penalty: 2566.983643
	Iteration 0F: 3 clusters Score -291229.3 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -292108.000000 Penalty: 2566.983643
	Iteration 1F: 3 clusters Score -292108 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -292416.062500 Penalty: 2566.983643
	Iteration 2F: 3 clusters Score -292416.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -292691.687500 Penalty: 2566.983643
	Iteration 3F: 3 clusters Score -292691.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -293019.468750 Penalty: 2566.983643
	Iteration 4F: 3 clusters Score -293019.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -293247.250000 Penalty: 2566.983643
	Iteration 5F: 3 clusters Score -293247.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -293359.687500 Penalty: 2566.983643
	Iteration 6F: 3 clusters Score -293359.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -293409.593750 Penalty: 2566.983643
	Iteration 7Q: 3 clusters Score -293409.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -293435.468750 Penalty: 2566.983643
	Iteration 8Q: 3 clusters Score -293435.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -293453.906250 Penalty: 2566.983643
	Iteration 9Q: 3 clusters Score -293453.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -293472.156250 Penalty: 2566.983643
	Iteration 10Q: 3 clusters Score -293472.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -293489.281250 Penalty: 2566.983643
	Iteration 11Q: 3 clusters Score -293489.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -293497.218750 Penalty: 2566.983643
	Iteration 12Q: 3 clusters Score -293497.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -293503.125000 Penalty: 2566.983643
	Iteration 13Q: 3 clusters Score -293503.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -293506.156250 Penalty: 2566.983643
	Iteration 14Q: 3 clusters Score -293506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -293509.531250 Penalty: 2566.983643
	Iteration 15Q: 3 clusters Score -293509.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -293511.312500 Penalty: 2566.983643
	Iteration 16Q: 3 clusters Score -293511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -293512.343750 Penalty: 2566.983643
	Iteration 17Q: 3 clusters Score -293512.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -293512.968750 Penalty: 2566.983643
	Iteration 18Q: 3 clusters Score -293513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -293513.625000 Penalty: 2566.983643
	Iteration 19Q: 3 clusters Score -293513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -293514.093750 Penalty: 2566.983643
	Iteration 20F: 3 clusters Score -293514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -293514.468750 Penalty: 2566.983643
	Iteration 21Q: 3 clusters Score -293514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -293514.781250 Penalty: 2566.983643
	Iteration 22Q: 3 clusters Score -293514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -293514.781250 Penalty: 2566.983643
	Iteration 23F: 3 clusters Score -293514.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Entering Unmasked Estep 
Score: -1308146.375000 Penalty: 1526.415894
	Iteration 0F: 2 clusters Score -1308146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1299644.875000 Penalty: 3052.831787
	Iteration 0F: 3 clusters Score -1299645 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1302550.375000 Penalty: 3052.831787
	Iteration 1F: 3 clusters Score -1302550 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1302888.875000 Penalty: 3052.831787
	Iteration 2F: 3 clusters Score -1302889 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1303258.000000 Penalty: 3052.831787
	Iteration 3F: 3 clusters Score -1303258 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1303654.750000 Penalty: 3052.831787
	Iteration 4F: 3 clusters Score -1303655 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1304083.375000 Penalty: 3052.831787
	Iteration 5F: 3 clusters Score -1304083 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1304561.250000 Penalty: 3052.831787
	Iteration 6F: 3 clusters Score -1304561 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1304987.875000 Penalty: 3052.831787
	Iteration 7F: 3 clusters Score -1304988 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1305345.375000 Penalty: 3052.831787
	Iteration 8Q: 3 clusters Score -1305345 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1305574.375000 Penalty: 3052.831787
	Iteration 9Q: 3 clusters Score -1305574 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1305740.250000 Penalty: 3052.831787
	Iteration 10Q: 3 clusters Score -1305740 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1305858.500000 Penalty: 3052.831787
	Iteration 11Q: 3 clusters Score -1305858 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1305968.625000 Penalty: 3052.831787
	Iteration 12Q: 3 clusters Score -1305969 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1306074.375000 Penalty: 3052.831787
	Iteration 13Q: 3 clusters Score -1306074 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1306186.125000 Penalty: 3052.831787
	Iteration 14Q: 3 clusters Score -1306186 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1306293.000000 Penalty: 3052.831787
	Iteration 15Q: 3 clusters Score -1306293 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1306399.000000 Penalty: 3052.831787
	Iteration 16Q: 3 clusters Score -1306399 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1306499.125000 Penalty: 3052.831787
	Iteration 17Q: 3 clusters Score -1306499 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1306584.750000 Penalty: 3052.831787
	Iteration 18Q: 3 clusters Score -1306585 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1306652.125000 Penalty: 3052.831787
	Iteration 19Q: 3 clusters Score -1306652 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1306721.375000 Penalty: 3052.831787
	Iteration 20F: 3 clusters Score -1306721 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1306775.500000 Penalty: 3052.831787
	Iteration 21Q: 3 clusters Score -1306776 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1306831.250000 Penalty: 3052.831787
	Iteration 22Q: 3 clusters Score -1306831 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1306889.125000 Penalty: 3052.831787
	Iteration 23Q: 3 clusters Score -1306889 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1306919.625000 Penalty: 3052.831787
	Iteration 24Q: 3 clusters Score -1306920 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1306951.125000 Penalty: 3052.831787
	Iteration 25Q: 3 clusters Score -1306951 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1306971.500000 Penalty: 3052.831787
	Iteration 26Q: 3 clusters Score -1306972 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1306994.500000 Penalty: 3052.831787
	Iteration 27Q: 3 clusters Score -1306994 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1307017.500000 Penalty: 3052.831787
	Iteration 28Q: 3 clusters Score -1307018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1307029.375000 Penalty: 3052.831787
	Iteration 29Q: 3 clusters Score -1307029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1307041.000000 Penalty: 3052.831787
	Iteration 30Q: 3 clusters Score -1307041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1307053.625000 Penalty: 3052.831787
	Iteration 31Q: 3 clusters Score -1307054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1307058.375000 Penalty: 3052.831787
	Iteration 32Q: 3 clusters Score -1307058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1307068.875000 Penalty: 3052.831787
	Iteration 33Q: 3 clusters Score -1307069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1307073.625000 Penalty: 3052.831787
	Iteration 34Q: 3 clusters Score -1307074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1307075.125000 Penalty: 3052.831787
	Iteration 35Q: 3 clusters Score -1307075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1307079.750000 Penalty: 3052.831787
	Iteration 36Q: 3 clusters Score -1307080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1307087.875000 Penalty: 3052.831787
	Iteration 37Q: 3 clusters Score -1307088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1307089.750000 Penalty: 3052.831787
	Iteration 38Q: 3 clusters Score -1307090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1307096.875000 Penalty: 3052.831787
	Iteration 39Q: 3 clusters Score -1307097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1307102.500000 Penalty: 3052.831787
	Iteration 40F: 3 clusters Score -1307102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1307105.250000 Penalty: 3052.831787
	Iteration 41Q: 3 clusters Score -1307105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1307108.000000 Penalty: 3052.831787
	Iteration 42Q: 3 clusters Score -1307108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1307110.375000 Penalty: 3052.831787
	Iteration 43Q: 3 clusters Score -1307110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1307114.500000 Penalty: 3052.831787
	Iteration 44Q: 3 clusters Score -1307114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1307115.500000 Penalty: 3052.831787
	Iteration 45Q: 3 clusters Score -1307116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1307116.750000 Penalty: 3052.831787
	Iteration 46Q: 3 clusters Score -1307117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1307116.875000 Penalty: 3052.831787
	Iteration 47Q: 3 clusters Score -1307117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1307117.000000 Penalty: 3052.831787
	Iteration 48Q: 3 clusters Score -1307117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1307117.000000 Penalty: 3052.831787
	Iteration 49F: 3 clusters Score -1307117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (23939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Entering Unmasked Estep 
Score: -2705645.000000 Penalty: 1638.530518
	Iteration 0F: 2 clusters Score -2705645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2689431.750000 Penalty: 3277.061035
	Iteration 0F: 3 clusters Score -2689432 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2695263.750000 Penalty: 3277.061035
	Iteration 1F: 3 clusters Score -2695264 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2695525.250000 Penalty: 3277.061035
	Iteration 2Q: 3 clusters Score -2695525 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2695770.000000 Penalty: 3277.061035
	Iteration 3Q: 3 clusters Score -2695770 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2695979.500000 Penalty: 3277.061035
	Iteration 4Q: 3 clusters Score -2695980 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2696168.000000 Penalty: 3277.061035
	Iteration 5Q: 3 clusters Score -2696168 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2696393.750000 Penalty: 3277.061035
	Iteration 6Q: 3 clusters Score -2696394 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2696726.500000 Penalty: 3277.061035
	Iteration 7Q: 3 clusters Score -2696726 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2697210.500000 Penalty: 3277.061035
	Iteration 8Q: 3 clusters Score -2697210 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2697970.500000 Penalty: 3277.061035
	Iteration 9F: 3 clusters Score -2697970 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2699089.500000 Penalty: 3277.061035
	Iteration 10F: 3 clusters Score -2699090 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2700466.250000 Penalty: 3277.061035
	Iteration 11F: 3 clusters Score -2700466 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2701837.250000 Penalty: 3277.061035
	Iteration 12F: 3 clusters Score -2701837 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2702847.250000 Penalty: 3277.061035
	Iteration 13Q: 3 clusters Score -2702847 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2703493.250000 Penalty: 3277.061035
	Iteration 14Q: 3 clusters Score -2703493 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2703818.000000 Penalty: 3277.061035
	Iteration 15Q: 3 clusters Score -2703818 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2703998.500000 Penalty: 3277.061035
	Iteration 16Q: 3 clusters Score -2703998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2704082.250000 Penalty: 3277.061035
	Iteration 17Q: 3 clusters Score -2704082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2704120.000000 Penalty: 3277.061035
	Iteration 18Q: 3 clusters Score -2704120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -2704143.500000 Penalty: 3277.061035
	Iteration 19Q: 3 clusters Score -2704144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2704165.000000 Penalty: 3277.061035
	Iteration 20F: 3 clusters Score -2704165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -2704172.250000 Penalty: 3277.061035
	Iteration 21Q: 3 clusters Score -2704172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2704175.750000 Penalty: 3277.061035
	Iteration 22Q: 3 clusters Score -2704176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -2704178.000000 Penalty: 3277.061035
	Iteration 23Q: 3 clusters Score -2704178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2704184.000000 Penalty: 3277.061035
	Iteration 24Q: 3 clusters Score -2704184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2704201.500000 Penalty: 3277.061035
	Iteration 25Q: 3 clusters Score -2704202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2704217.250000 Penalty: 3277.061035
	Iteration 26Q: 3 clusters Score -2704217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2704223.250000 Penalty: 3277.061035
	Iteration 27Q: 3 clusters Score -2704223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2704226.250000 Penalty: 3277.061035
	Iteration 28Q: 3 clusters Score -2704226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2704235.500000 Penalty: 3277.061035
	Iteration 29Q: 3 clusters Score -2704236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2704243.000000 Penalty: 3277.061035
	Iteration 30Q: 3 clusters Score -2704243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2704252.250000 Penalty: 3277.061035
	Iteration 31Q: 3 clusters Score -2704252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2704255.000000 Penalty: 3277.061035
	Iteration 32Q: 3 clusters Score -2704255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2704257.250000 Penalty: 3277.061035
	Iteration 33Q: 3 clusters Score -2704257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2704257.250000 Penalty: 3277.061035
	Iteration 34F: 3 clusters Score -2704257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -102606.789062 Penalty: 1105.389160
	Iteration 0F: 2 clusters Score -102606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101233.718750 Penalty: 2210.778320
	Iteration 0F: 3 clusters Score -101233.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101461.242188 Penalty: 2210.778320
	Iteration 1F: 3 clusters Score -101461.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101531.718750 Penalty: 2210.778320
	Iteration 2F: 3 clusters Score -101531.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101563.921875 Penalty: 2210.778320
	Iteration 3Q: 3 clusters Score -101563.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101588.843750 Penalty: 2210.778320
	Iteration 4Q: 3 clusters Score -101588.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101607.468750 Penalty: 2210.778320
	Iteration 5Q: 3 clusters Score -101607.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101617.679688 Penalty: 2210.778320
	Iteration 6Q: 3 clusters Score -101617.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101621.187500 Penalty: 2210.778320
	Iteration 7Q: 3 clusters Score -101621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101626.968750 Penalty: 2210.778320
	Iteration 8Q: 3 clusters Score -101627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101630.812500 Penalty: 2210.778320
	Iteration 9Q: 3 clusters Score -101630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101632.484375 Penalty: 2210.778320
	Iteration 10Q: 3 clusters Score -101632.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101633.843750 Penalty: 2210.778320
	Iteration 11Q: 3 clusters Score -101633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101634.750000 Penalty: 2210.778320
	Iteration 12Q: 3 clusters Score -101634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101635.078125 Penalty: 2210.778320
	Iteration 13Q: 3 clusters Score -101635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101636.312500 Penalty: 2210.778320
	Iteration 14Q: 3 clusters Score -101636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101637.570312 Penalty: 2210.778320
	Iteration 15Q: 3 clusters Score -101637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101640.351562 Penalty: 2210.778320
	Iteration 16Q: 3 clusters Score -101640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101640.812500 Penalty: 2210.778320
	Iteration 17Q: 3 clusters Score -101640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101641.687500 Penalty: 2210.778320
	Iteration 18Q: 3 clusters Score -101641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101642.132812 Penalty: 2210.778320
	Iteration 19Q: 3 clusters Score -101642.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101642.132812 Penalty: 2210.778320
	Iteration 20F: 3 clusters Score -101642.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Entering Unmasked Estep 
Score: -3108088.000000 Penalty: 1655.468750
	Iteration 0F: 2 clusters Score -3108088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3089971.250000 Penalty: 3310.937500
	Iteration 0F: 3 clusters Score -3089971 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3096720.250000 Penalty: 3310.937500
	Iteration 1F: 3 clusters Score -3096720 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3097051.250000 Penalty: 3310.937500
	Iteration 2Q: 3 clusters Score -3097051 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3097429.000000 Penalty: 3310.937500
	Iteration 3Q: 3 clusters Score -3097429 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3097855.250000 Penalty: 3310.937500
	Iteration 4Q: 3 clusters Score -3097855 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3098526.500000 Penalty: 3310.937500
	Iteration 5F: 3 clusters Score -3098526 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3099539.750000 Penalty: 3310.937500
	Iteration 6F: 3 clusters Score -3099540 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3100980.750000 Penalty: 3310.937500
	Iteration 7F: 3 clusters Score -3100981 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3102759.000000 Penalty: 3310.937500
	Iteration 8F: 3 clusters Score -3102759 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3104547.750000 Penalty: 3310.937500
	Iteration 9F: 3 clusters Score -3104548 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3105678.750000 Penalty: 3310.937500
	Iteration 10Q: 3 clusters Score -3105679 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3106194.500000 Penalty: 3310.937500
	Iteration 11Q: 3 clusters Score -3106194 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3106413.500000 Penalty: 3310.937500
	Iteration 12Q: 3 clusters Score -3106414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3106517.000000 Penalty: 3310.937500
	Iteration 13Q: 3 clusters Score -3106517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3106576.500000 Penalty: 3310.937500
	Iteration 14Q: 3 clusters Score -3106576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3106603.500000 Penalty: 3310.937500
	Iteration 15Q: 3 clusters Score -3106604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3106616.250000 Penalty: 3310.937500
	Iteration 16Q: 3 clusters Score -3106616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3106624.250000 Penalty: 3310.937500
	Iteration 17Q: 3 clusters Score -3106624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3106631.750000 Penalty: 3310.937500
	Iteration 18Q: 3 clusters Score -3106632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3106633.750000 Penalty: 3310.937500
	Iteration 19Q: 3 clusters Score -3106634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3106633.750000 Penalty: 3310.937500
	Iteration 20F: 3 clusters Score -3106634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -198405.468750 Penalty: 1211.861450
	Iteration 0F: 2 clusters Score -198405.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -196523.953125 Penalty: 2423.722900
	Iteration 0F: 3 clusters Score -196524 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -196901.859375 Penalty: 2423.722900
	Iteration 1F: 3 clusters Score -196901.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -196983.234375 Penalty: 2423.722900
	Iteration 2F: 3 clusters Score -196983.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -197038.968750 Penalty: 2423.722900
	Iteration 3Q: 3 clusters Score -197039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -197074.171875 Penalty: 2423.722900
	Iteration 4Q: 3 clusters Score -197074.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -197093.093750 Penalty: 2423.722900
	Iteration 5Q: 3 clusters Score -197093.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -197111.578125 Penalty: 2423.722900
	Iteration 6Q: 3 clusters Score -197111.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -197126.937500 Penalty: 2423.722900
	Iteration 7Q: 3 clusters Score -197126.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -197139.406250 Penalty: 2423.722900
	Iteration 8Q: 3 clusters Score -197139.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -197147.531250 Penalty: 2423.722900
	Iteration 9Q: 3 clusters Score -197147.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -197154.406250 Penalty: 2423.722900
	Iteration 10Q: 3 clusters Score -197154.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -197160.843750 Penalty: 2423.722900
	Iteration 11Q: 3 clusters Score -197160.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -197170.328125 Penalty: 2423.722900
	Iteration 12Q: 3 clusters Score -197170.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -197177.921875 Penalty: 2423.722900
	Iteration 13Q: 3 clusters Score -197177.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197188.937500 Penalty: 2423.722900
	Iteration 14Q: 3 clusters Score -197188.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -197198.062500 Penalty: 2423.722900
	Iteration 15Q: 3 clusters Score -197198.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -197205.203125 Penalty: 2423.722900
	Iteration 16Q: 3 clusters Score -197205.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -197210.453125 Penalty: 2423.722900
	Iteration 17Q: 3 clusters Score -197210.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -197216.875000 Penalty: 2423.722900
	Iteration 18Q: 3 clusters Score -197216.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -197224.859375 Penalty: 2423.722900
	Iteration 19Q: 3 clusters Score -197224.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -197234.859375 Penalty: 2423.722900
	Iteration 20F: 3 clusters Score -197234.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -197242.781250 Penalty: 2423.722900
	Iteration 21Q: 3 clusters Score -197242.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -197251.625000 Penalty: 2423.722900
	Iteration 22Q: 3 clusters Score -197251.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -197260.781250 Penalty: 2423.722900
	Iteration 23Q: 3 clusters Score -197260.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -197273.578125 Penalty: 2423.722900
	Iteration 24Q: 3 clusters Score -197273.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -197283.593750 Penalty: 2423.722900
	Iteration 25Q: 3 clusters Score -197283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -197290.500000 Penalty: 2423.722900
	Iteration 26Q: 3 clusters Score -197290.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -197293.109375 Penalty: 2423.722900
	Iteration 27Q: 3 clusters Score -197293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -197294.765625 Penalty: 2423.722900
	Iteration 28Q: 3 clusters Score -197294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -197296.281250 Penalty: 2423.722900
	Iteration 29Q: 3 clusters Score -197296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -197296.906250 Penalty: 2423.722900
	Iteration 30Q: 3 clusters Score -197296.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -197296.906250 Penalty: 2423.722900
	Iteration 31F: 3 clusters Score -197296.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -13944.374023 Penalty: 849.183838
	Iteration 0F: 2 clusters Score -13944.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13426.920898 Penalty: 1698.367676
	Iteration 0F: 3 clusters Score -13426.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13632.966797 Penalty: 1698.367676
	Iteration 1F: 3 clusters Score -13632.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13678.880859 Penalty: 1698.367676
	Iteration 2Q: 3 clusters Score -13678.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13697.527344 Penalty: 1698.367676
	Iteration 3Q: 3 clusters Score -13697.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13704.642578 Penalty: 1698.367676
	Iteration 4Q: 3 clusters Score -13704.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13712.918945 Penalty: 1698.367676
	Iteration 5Q: 3 clusters Score -13712.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13722.131836 Penalty: 1698.367676
	Iteration 6Q: 3 clusters Score -13722.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13727.789062 Penalty: 1698.367676
	Iteration 7Q: 3 clusters Score -13727.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13734.197266 Penalty: 1698.367676
	Iteration 8Q: 3 clusters Score -13734.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13734.197266 Penalty: 1698.367676
	Iteration 9F: 3 clusters Score -13734.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -121898.593750 Penalty: 1150.504272
	Iteration 0F: 2 clusters Score -121898.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120305.429688 Penalty: 2301.008545
	Iteration 0F: 3 clusters Score -120305.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120631.695312 Penalty: 2301.008545
	Iteration 1F: 3 clusters Score -120631.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120737.710938 Penalty: 2301.008545
	Iteration 2F: 3 clusters Score -120737.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120819.578125 Penalty: 2301.008545
	Iteration 3F: 3 clusters Score -120819.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120866.382812 Penalty: 2301.008545
	Iteration 4Q: 3 clusters Score -120866.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120888.671875 Penalty: 2301.008545
	Iteration 5Q: 3 clusters Score -120888.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -120902.710938 Penalty: 2301.008545
	Iteration 6Q: 3 clusters Score -120902.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120906.523438 Penalty: 2301.008545
	Iteration 7Q: 3 clusters Score -120906.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -120910.062500 Penalty: 2301.008545
	Iteration 8Q: 3 clusters Score -120910.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -120913.421875 Penalty: 2301.008545
	Iteration 9Q: 3 clusters Score -120913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -120919.773438 Penalty: 2301.008545
	Iteration 10Q: 3 clusters Score -120919.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -120925.632812 Penalty: 2301.008545
	Iteration 11Q: 3 clusters Score -120925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120930.765625 Penalty: 2301.008545
	Iteration 12Q: 3 clusters Score -120930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120935.281250 Penalty: 2301.008545
	Iteration 13Q: 3 clusters Score -120935.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120943.570312 Penalty: 2301.008545
	Iteration 14Q: 3 clusters Score -120943.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120953.429688 Penalty: 2301.008545
	Iteration 15Q: 3 clusters Score -120953.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120961.539062 Penalty: 2301.008545
	Iteration 16Q: 3 clusters Score -120961.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -120967.585938 Penalty: 2301.008545
	Iteration 17Q: 3 clusters Score -120967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -120974.835938 Penalty: 2301.008545
	Iteration 18Q: 3 clusters Score -120974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -120981.187500 Penalty: 2301.008545
	Iteration 19Q: 3 clusters Score -120981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -120987.039062 Penalty: 2301.008545
	Iteration 20F: 3 clusters Score -120987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120998.742188 Penalty: 2301.008545
	Iteration 21Q: 3 clusters Score -120998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -121002.210938 Penalty: 2301.008545
	Iteration 22Q: 3 clusters Score -121002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -121003.304688 Penalty: 2301.008545
	Iteration 23Q: 3 clusters Score -121003.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -121003.820312 Penalty: 2301.008545
	Iteration 24Q: 3 clusters Score -121003.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -121003.820312 Penalty: 2301.008545
	Iteration 25F: 3 clusters Score -121003.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Entering Unmasked Estep 
Score: -1083228.250000 Penalty: 1486.832886
	Iteration 0F: 2 clusters Score -1083228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1076414.000000 Penalty: 2973.665771
	Iteration 0F: 3 clusters Score -1076414 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1078542.875000 Penalty: 2973.665771
	Iteration 1F: 3 clusters Score -1078543 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1078818.000000 Penalty: 2973.665771
	Iteration 2F: 3 clusters Score -1078818 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1079070.500000 Penalty: 2973.665771
	Iteration 3F: 3 clusters Score -1079070 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1079372.875000 Penalty: 2973.665771
	Iteration 4F: 3 clusters Score -1079373 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1079759.500000 Penalty: 2973.665771
	Iteration 5F: 3 clusters Score -1079760 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1080155.000000 Penalty: 2973.665771
	Iteration 6F: 3 clusters Score -1080155 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1080522.375000 Penalty: 2973.665771
	Iteration 7F: 3 clusters Score -1080522 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1080877.625000 Penalty: 2973.665771
	Iteration 8F: 3 clusters Score -1080878 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1081154.375000 Penalty: 2973.665771
	Iteration 9Q: 3 clusters Score -1081154 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1081358.375000 Penalty: 2973.665771
	Iteration 10Q: 3 clusters Score -1081358 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1081492.625000 Penalty: 2973.665771
	Iteration 11Q: 3 clusters Score -1081493 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1081604.500000 Penalty: 2973.665771
	Iteration 12Q: 3 clusters Score -1081604 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1081683.125000 Penalty: 2973.665771
	Iteration 13Q: 3 clusters Score -1081683 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1081750.625000 Penalty: 2973.665771
	Iteration 14Q: 3 clusters Score -1081751 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1081821.500000 Penalty: 2973.665771
	Iteration 15Q: 3 clusters Score -1081822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1081860.250000 Penalty: 2973.665771
	Iteration 16Q: 3 clusters Score -1081860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1081899.500000 Penalty: 2973.665771
	Iteration 17Q: 3 clusters Score -1081900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1081938.625000 Penalty: 2973.665771
	Iteration 18Q: 3 clusters Score -1081939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1081996.750000 Penalty: 2973.665771
	Iteration 19Q: 3 clusters Score -1081997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1082039.750000 Penalty: 2973.665771
	Iteration 20F: 3 clusters Score -1082040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1082077.875000 Penalty: 2973.665771
	Iteration 21Q: 3 clusters Score -1082078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1082106.125000 Penalty: 2973.665771
	Iteration 22Q: 3 clusters Score -1082106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1082118.125000 Penalty: 2973.665771
	Iteration 23Q: 3 clusters Score -1082118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1082127.250000 Penalty: 2973.665771
	Iteration 24Q: 3 clusters Score -1082127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1082131.500000 Penalty: 2973.665771
	Iteration 25Q: 3 clusters Score -1082132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1082136.625000 Penalty: 2973.665771
	Iteration 26Q: 3 clusters Score -1082137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1082137.375000 Penalty: 2973.665771
	Iteration 27Q: 3 clusters Score -1082137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1082136.875000 Penalty: 2973.665771
	Iteration 28Q: 3 clusters Score -1082137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1082139.000000 Penalty: 2973.665771
	Iteration 29Q: 3 clusters Score -1082139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1082139.125000 Penalty: 2973.665771
	Iteration 30Q: 3 clusters Score -1082139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1082139.750000 Penalty: 2973.665771
	Iteration 31Q: 3 clusters Score -1082140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1082139.750000 Penalty: 2973.665771
	Iteration 32F: 3 clusters Score -1082140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 15453 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 26826 members 
Mstep: Class 7 contains 12814 members 
Mstep: Class 8 contains 104943 members 
Mstep: Class 9 contains 19226 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66694 members 
Mstep: Class 13 contains 102059 members 
Mstep: Class 14 contains 12489 members 
Mstep: Class 15 contains 113571 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132221 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 24903 members 
Mstep: Class 22 contains 17886 members 
Mstep: Class 23 contains 2868 members 
Mstep: Class 24 contains 2693 members 
Mstep: Class 25 contains 12008 members 
Mstep: Class 26 contains 23939 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26569 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209248.000000 Penalty: 70409.367188
Iteration 159Q: 33 clusters Score -8.620925e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15451 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 26821 members 
Mstep: Class 7 contains 12808 members 
Mstep: Class 8 contains 104905 members 
Mstep: Class 9 contains 19225 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66695 members 
Mstep: Class 13 contains 102289 members 
Mstep: Class 14 contains 12487 members 
Mstep: Class 15 contains 113479 members 
Mstep: Class 16 contains 159 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132213 members 
Mstep: Class 19 contains 4306 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 24787 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 2867 members 
Mstep: Class 24 contains 2694 members 
Mstep: Class 25 contains 12003 members 
Mstep: Class 26 contains 23943 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26566 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209472.000000 Penalty: 70409.367188
Iteration 160F: 33 clusters Score -8.620947e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5211 members 
Mstep: Class 3 contains 4801 members 
Mstep: Class 4 contains 15449 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 26816 members 
Mstep: Class 7 contains 12807 members 
Mstep: Class 8 contains 104897 members 
Mstep: Class 9 contains 19219 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66674 members 
Mstep: Class 13 contains 102543 members 
Mstep: Class 14 contains 12485 members 
Mstep: Class 15 contains 113364 members 
Mstep: Class 16 contains 165 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132218 members 
Mstep: Class 19 contains 4308 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 24669 members 
Mstep: Class 22 contains 17965 members 
Mstep: Class 23 contains 2866 members 
Mstep: Class 24 contains 2687 members 
Mstep: Class 25 contains 12001 members 
Mstep: Class 26 contains 23946 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26560 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209616.000000 Penalty: 70409.367188
Iteration 161Q: 33 clusters Score -8.620962e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 4791 members 
Mstep: Class 4 contains 15446 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 26807 members 
Mstep: Class 7 contains 12806 members 
Mstep: Class 8 contains 104870 members 
Mstep: Class 9 contains 19214 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66662 members 
Mstep: Class 13 contains 102811 members 
Mstep: Class 14 contains 12485 members 
Mstep: Class 15 contains 113235 members 
Mstep: Class 16 contains 167 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132223 members 
Mstep: Class 19 contains 4311 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 24553 members 
Mstep: Class 22 contains 17992 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2691 members 
Mstep: Class 25 contains 12000 members 
Mstep: Class 26 contains 23947 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26555 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 186 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209648.000000 Penalty: 70409.367188
Iteration 162Q: 33 clusters Score -8.620965e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5209 members 
Mstep: Class 3 contains 4793 members 
Mstep: Class 4 contains 15443 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 26798 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 104857 members 
Mstep: Class 9 contains 19200 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66654 members 
Mstep: Class 13 contains 103069 members 
Mstep: Class 14 contains 12487 members 
Mstep: Class 15 contains 113126 members 
Mstep: Class 16 contains 166 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132213 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 24427 members 
Mstep: Class 22 contains 18007 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 2714 members 
Mstep: Class 25 contains 11994 members 
Mstep: Class 26 contains 23949 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26550 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1192 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209696.000000 Penalty: 70409.367188
Iteration 163Q: 33 clusters Score -8.62097e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5209 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15441 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 26794 members 
Mstep: Class 7 contains 12805 members 
Mstep: Class 8 contains 104831 members 
Mstep: Class 9 contains 19185 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66648 members 
Mstep: Class 13 contains 103330 members 
Mstep: Class 14 contains 12484 members 
Mstep: Class 15 contains 113013 members 
Mstep: Class 16 contains 167 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132198 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 24320 members 
Mstep: Class 22 contains 18027 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 2723 members 
Mstep: Class 25 contains 11988 members 
Mstep: Class 26 contains 23956 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26543 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209992.000000 Penalty: 70409.367188
Iteration 164Q: 33 clusters Score -8.620999e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15440 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 26788 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 104824 members 
Mstep: Class 9 contains 19177 members 
Mstep: Class 10 contains 2617 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66643 members 
Mstep: Class 13 contains 103571 members 
Mstep: Class 14 contains 12483 members 
Mstep: Class 15 contains 112912 members 
Mstep: Class 16 contains 168 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132177 members 
Mstep: Class 19 contains 4314 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 24208 members 
Mstep: Class 22 contains 18038 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2728 members 
Mstep: Class 25 contains 11981 members 
Mstep: Class 26 contains 23968 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26541 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210120.000000 Penalty: 70409.367188
Iteration 165Q: 33 clusters Score -8.621012e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5220 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15440 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 26789 members 
Mstep: Class 7 contains 12798 members 
Mstep: Class 8 contains 104797 members 
Mstep: Class 9 contains 19172 members 
Mstep: Class 10 contains 2616 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66635 members 
Mstep: Class 13 contains 103774 members 
Mstep: Class 14 contains 12481 members 
Mstep: Class 15 contains 112829 members 
Mstep: Class 16 contains 169 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132160 members 
Mstep: Class 19 contains 4314 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 24105 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2737 members 
Mstep: Class 25 contains 11968 members 
Mstep: Class 26 contains 23982 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26539 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1188 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210144.000000 Penalty: 70409.367188
Iteration 166Q: 33 clusters Score -8.621014e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5219 members 
Mstep: Class 3 contains 4812 members 
Mstep: Class 4 contains 15439 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 26791 members 
Mstep: Class 7 contains 12798 members 
Mstep: Class 8 contains 104772 members 
Mstep: Class 9 contains 19167 members 
Mstep: Class 10 contains 2617 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66629 members 
Mstep: Class 13 contains 103963 members 
Mstep: Class 14 contains 12476 members 
Mstep: Class 15 contains 112746 members 
Mstep: Class 16 contains 169 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132167 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 23989 members 
Mstep: Class 22 contains 18106 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 2746 members 
Mstep: Class 25 contains 11953 members 
Mstep: Class 26 contains 23998 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26534 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210288.000000 Penalty: 70409.367188
Iteration 167Q: 33 clusters Score -8.621029e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 15436 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 26790 members 
Mstep: Class 7 contains 12798 members 
Mstep: Class 8 contains 104735 members 
Mstep: Class 9 contains 19155 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66619 members 
Mstep: Class 13 contains 104173 members 
Mstep: Class 14 contains 12474 members 
Mstep: Class 15 contains 112657 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132168 members 
Mstep: Class 19 contains 4319 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 23871 members 
Mstep: Class 22 contains 18161 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2748 members 
Mstep: Class 25 contains 11937 members 
Mstep: Class 26 contains 24014 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26530 members 
Mstep: Class 29 contains 1734 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1187 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210208.000000 Penalty: 70409.367188
Iteration 168Q: 33 clusters Score -8.621021e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 15435 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 26792 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 104700 members 
Mstep: Class 9 contains 19148 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66612 members 
Mstep: Class 13 contains 104417 members 
Mstep: Class 14 contains 12468 members 
Mstep: Class 15 contains 112532 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132164 members 
Mstep: Class 19 contains 4321 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 23749 members 
Mstep: Class 22 contains 18207 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2753 members 
Mstep: Class 25 contains 11921 members 
Mstep: Class 26 contains 24030 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26527 members 
Mstep: Class 29 contains 1735 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210328.000000 Penalty: 70409.367188
Iteration 169Q: 33 clusters Score -8.621033e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 4810 members 
Mstep: Class 4 contains 15434 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 26787 members 
Mstep: Class 7 contains 12806 members 
Mstep: Class 8 contains 104677 members 
Mstep: Class 9 contains 19146 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66604 members 
Mstep: Class 13 contains 104629 members 
Mstep: Class 14 contains 12468 members 
Mstep: Class 15 contains 112450 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132138 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 23622 members 
Mstep: Class 22 contains 18251 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2758 members 
Mstep: Class 25 contains 11906 members 
Mstep: Class 26 contains 24046 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26526 members 
Mstep: Class 29 contains 1736 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210544.000000 Penalty: 70409.367188
Iteration 170Q: 33 clusters Score -8.621054e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 15433 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 26774 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 104633 members 
Mstep: Class 9 contains 19146 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66612 members 
Mstep: Class 13 contains 104808 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 112401 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132120 members 
Mstep: Class 19 contains 4328 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 23503 members 
Mstep: Class 22 contains 18299 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2763 members 
Mstep: Class 25 contains 11886 members 
Mstep: Class 26 contains 24065 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26522 members 
Mstep: Class 29 contains 1735 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 9408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210504.000000 Penalty: 70409.367188
Iteration 171Q: 33 clusters Score -8.62105e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 15432 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 26771 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 104612 members 
Mstep: Class 9 contains 19146 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66613 members 
Mstep: Class 13 contains 104955 members 
Mstep: Class 14 contains 12460 members 
Mstep: Class 15 contains 112379 members 
Mstep: Class 16 contains 168 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132111 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 23364 members 
Mstep: Class 22 contains 18352 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 2766 members 
Mstep: Class 25 contains 11871 members 
Mstep: Class 26 contains 24083 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26504 members 
Mstep: Class 29 contains 1736 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1200 members 
Mstep: Class 32 contains 9407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210608.000000 Penalty: 70409.367188
Iteration 172Q: 33 clusters Score -8.621061e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5235 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 15433 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 26765 members 
Mstep: Class 7 contains 12808 members 
Mstep: Class 8 contains 104599 members 
Mstep: Class 9 contains 19148 members 
Mstep: Class 10 contains 2623 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66610 members 
Mstep: Class 13 contains 105126 members 
Mstep: Class 14 contains 12456 members 
Mstep: Class 15 contains 112338 members 
Mstep: Class 16 contains 167 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132097 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 23227 members 
Mstep: Class 22 contains 18402 members 
Mstep: Class 23 contains 2860 members 
Mstep: Class 24 contains 2766 members 
Mstep: Class 25 contains 11855 members 
Mstep: Class 26 contains 24098 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26496 members 
Mstep: Class 29 contains 1736 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1201 members 
Mstep: Class 32 contains 9406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210712.000000 Penalty: 70409.367188
Iteration 173Q: 33 clusters Score -8.621071e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5243 members 
Mstep: Class 3 contains 4815 members 
Mstep: Class 4 contains 15433 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 26757 members 
Mstep: Class 7 contains 12805 members 
Mstep: Class 8 contains 104565 members 
Mstep: Class 9 contains 19152 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66601 members 
Mstep: Class 13 contains 105299 members 
Mstep: Class 14 contains 12452 members 
Mstep: Class 15 contains 112319 members 
Mstep: Class 16 contains 168 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132097 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 23092 members 
Mstep: Class 22 contains 18447 members 
Mstep: Class 23 contains 2859 members 
Mstep: Class 24 contains 2766 members 
Mstep: Class 25 contains 11842 members 
Mstep: Class 26 contains 24107 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26486 members 
Mstep: Class 29 contains 1736 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 9404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210552.000000 Penalty: 70409.367188
Iteration 174Q: 33 clusters Score -8.621055e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5250 members 
Mstep: Class 3 contains 4813 members 
Mstep: Class 4 contains 15433 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 26755 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 104529 members 
Mstep: Class 9 contains 19152 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66596 members 
Mstep: Class 13 contains 105473 members 
Mstep: Class 14 contains 12444 members 
Mstep: Class 15 contains 112308 members 
Mstep: Class 16 contains 168 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132106 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 22939 members 
Mstep: Class 22 contains 18490 members 
Mstep: Class 23 contains 2857 members 
Mstep: Class 24 contains 2767 members 
Mstep: Class 25 contains 11825 members 
Mstep: Class 26 contains 24118 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26482 members 
Mstep: Class 29 contains 1735 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 9403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210648.000000 Penalty: 70409.367188
Iteration 175Q: 33 clusters Score -8.621065e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5248 members 
Mstep: Class 3 contains 4816 members 
Mstep: Class 4 contains 15434 members 
Mstep: Class 5 contains 3743 members 
Mstep: Class 6 contains 26756 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 104488 members 
Mstep: Class 9 contains 19153 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66598 members 
Mstep: Class 13 contains 105641 members 
Mstep: Class 14 contains 12442 members 
Mstep: Class 15 contains 112306 members 
Mstep: Class 16 contains 168 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132101 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 22784 members 
Mstep: Class 22 contains 18536 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 2768 members 
Mstep: Class 25 contains 11806 members 
Mstep: Class 26 contains 24129 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26476 members 
Mstep: Class 29 contains 1736 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210688.000000 Penalty: 70409.367188
Iteration 176Q: 33 clusters Score -8.621069e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 3 contains 4815 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 26747 members 
Mstep: Class 7 contains 12805 members 
Mstep: Class 8 contains 104455 members 
Mstep: Class 9 contains 19155 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66595 members 
Mstep: Class 13 contains 105825 members 
Mstep: Class 14 contains 12441 members 
Mstep: Class 15 contains 112277 members 
Mstep: Class 16 contains 168 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132101 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 22639 members 
Mstep: Class 22 contains 18580 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 2770 members 
Mstep: Class 25 contains 11794 members 
Mstep: Class 26 contains 24138 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26472 members 
Mstep: Class 29 contains 1738 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210696.000000 Penalty: 70409.367188
Iteration 177Q: 33 clusters Score -8.62107e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5262 members 
Mstep: Class 3 contains 4816 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 26741 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 104413 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66592 members 
Mstep: Class 13 contains 106002 members 
Mstep: Class 14 contains 12437 members 
Mstep: Class 15 contains 112248 members 
Mstep: Class 16 contains 168 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132110 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 22497 members 
Mstep: Class 22 contains 18618 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 11779 members 
Mstep: Class 26 contains 24153 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26464 members 
Mstep: Class 29 contains 1738 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210912.000000 Penalty: 70409.367188
Iteration 178Q: 33 clusters Score -8.621091e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 26738 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 104374 members 
Mstep: Class 9 contains 19157 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66595 members 
Mstep: Class 13 contains 106170 members 
Mstep: Class 14 contains 12433 members 
Mstep: Class 15 contains 112225 members 
Mstep: Class 16 contains 168 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132110 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 22361 members 
Mstep: Class 22 contains 18657 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 11763 members 
Mstep: Class 26 contains 24168 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26460 members 
Mstep: Class 29 contains 1737 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210752.000000 Penalty: 70409.367188
Iteration 179Q: 33 clusters Score -8.621075e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5268 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 3743 members 
Mstep: Class 6 contains 26739 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 104323 members 
Mstep: Class 9 contains 19155 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66599 members 
Mstep: Class 13 contains 106341 members 
Mstep: Class 14 contains 12433 members 
Mstep: Class 15 contains 112174 members 
Mstep: Class 16 contains 168 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132108 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 22250 members 
Mstep: Class 22 contains 18694 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11745 members 
Mstep: Class 26 contains 24182 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26460 members 
Mstep: Class 29 contains 1737 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210760.000000 Penalty: 70409.367188
Iteration 180F: 33 clusters Score -8.621076e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 4815 members 
Mstep: Class 4 contains 15432 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 26735 members 
Mstep: Class 7 contains 12800 members 
Mstep: Class 8 contains 104271 members 
Mstep: Class 9 contains 19142 members 
Mstep: Class 10 contains 2628 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66609 members 
Mstep: Class 13 contains 106480 members 
Mstep: Class 14 contains 12430 members 
Mstep: Class 15 contains 112140 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132120 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 22127 members 
Mstep: Class 22 contains 18754 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 11724 members 
Mstep: Class 26 contains 24198 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26458 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210704.000000 Penalty: 70409.367188
Iteration 181Q: 33 clusters Score -8.62107e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5276 members 
Mstep: Class 3 contains 4812 members 
Mstep: Class 4 contains 15432 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 26736 members 
Mstep: Class 7 contains 12800 members 
Mstep: Class 8 contains 104246 members 
Mstep: Class 9 contains 19133 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66612 members 
Mstep: Class 13 contains 106609 members 
Mstep: Class 14 contains 12426 members 
Mstep: Class 15 contains 112127 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132122 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 21977 members 
Mstep: Class 22 contains 18814 members 
Mstep: Class 23 contains 2857 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 24211 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26455 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210920.000000 Penalty: 70409.367188
Iteration 182Q: 33 clusters Score -8.621092e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 4810 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 26739 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 104224 members 
Mstep: Class 9 contains 19129 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66619 members 
Mstep: Class 13 contains 106759 members 
Mstep: Class 14 contains 12423 members 
Mstep: Class 15 contains 112058 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132147 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 21858 members 
Mstep: Class 22 contains 18851 members 
Mstep: Class 23 contains 2858 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 11700 members 
Mstep: Class 26 contains 24222 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26454 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210912.000000 Penalty: 70409.367188
Iteration 183Q: 33 clusters Score -8.621091e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5271 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 26736 members 
Mstep: Class 7 contains 12797 members 
Mstep: Class 8 contains 104236 members 
Mstep: Class 9 contains 19121 members 
Mstep: Class 10 contains 2628 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66611 members 
Mstep: Class 13 contains 106902 members 
Mstep: Class 14 contains 12421 members 
Mstep: Class 15 contains 112007 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132164 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 21732 members 
Mstep: Class 22 contains 18886 members 
Mstep: Class 23 contains 2857 members 
Mstep: Class 24 contains 2772 members 
Mstep: Class 25 contains 11690 members 
Mstep: Class 26 contains 24230 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26451 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210984.000000 Penalty: 70409.367188
Iteration 184Q: 33 clusters Score -8.621098e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 3 contains 4810 members 
Mstep: Class 4 contains 15426 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 26730 members 
Mstep: Class 7 contains 12798 members 
Mstep: Class 8 contains 104260 members 
Mstep: Class 9 contains 19117 members 
Mstep: Class 10 contains 2628 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66608 members 
Mstep: Class 13 contains 107047 members 
Mstep: Class 14 contains 12419 members 
Mstep: Class 15 contains 111941 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132170 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 21595 members 
Mstep: Class 22 contains 18931 members 
Mstep: Class 23 contains 2856 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 11684 members 
Mstep: Class 26 contains 24235 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26451 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210976.000000 Penalty: 70409.367188
Iteration 185Q: 33 clusters Score -8.621098e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5268 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15424 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 26728 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 104279 members 
Mstep: Class 9 contains 19115 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66612 members 
Mstep: Class 13 contains 107169 members 
Mstep: Class 14 contains 12417 members 
Mstep: Class 15 contains 111894 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132176 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 21455 members 
Mstep: Class 22 contains 18979 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 11682 members 
Mstep: Class 26 contains 24235 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26450 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210872.000000 Penalty: 70409.367188
Iteration 186Q: 33 clusters Score -8.621087e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5270 members 
Mstep: Class 3 contains 4804 members 
Mstep: Class 4 contains 15422 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 26722 members 
Mstep: Class 7 contains 12800 members 
Mstep: Class 8 contains 104277 members 
Mstep: Class 9 contains 19119 members 
Mstep: Class 10 contains 2628 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66630 members 
Mstep: Class 13 contains 107301 members 
Mstep: Class 14 contains 12417 members 
Mstep: Class 15 contains 111846 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132181 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 21328 members 
Mstep: Class 22 contains 19012 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 11680 members 
Mstep: Class 26 contains 24236 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26449 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 33 clusters Score -8.62109e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5271 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 26724 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 104266 members 
Mstep: Class 9 contains 19110 members 
Mstep: Class 10 contains 2627 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66643 members 
Mstep: Class 13 contains 107410 members 
Mstep: Class 14 contains 12416 members 
Mstep: Class 15 contains 111826 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132192 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 21188 members 
Mstep: Class 22 contains 19064 members 
Mstep: Class 23 contains 2856 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 11678 members 
Mstep: Class 26 contains 24236 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26444 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210920.000000 Penalty: 70409.367188
Iteration 188Q: 33 clusters Score -8.621092e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 4800 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 26730 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 104276 members 
Mstep: Class 9 contains 19114 members 
Mstep: Class 10 contains 2626 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66645 members 
Mstep: Class 13 contains 107536 members 
Mstep: Class 14 contains 12416 members 
Mstep: Class 15 contains 111788 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132205 members 
Mstep: Class 19 contains 4328 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 21009 members 
Mstep: Class 22 contains 19125 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11675 members 
Mstep: Class 26 contains 24239 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26447 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211024.000000 Penalty: 70409.367188
Iteration 189Q: 33 clusters Score -8.621102e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 4801 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 3768 members 
Mstep: Class 6 contains 26735 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 104300 members 
Mstep: Class 9 contains 19111 members 
Mstep: Class 10 contains 2627 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66643 members 
Mstep: Class 13 contains 107668 members 
Mstep: Class 14 contains 12415 members 
Mstep: Class 15 contains 111757 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132213 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 20819 members 
Mstep: Class 22 contains 19175 members 
Mstep: Class 23 contains 2858 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11671 members 
Mstep: Class 26 contains 24243 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26447 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211120.000000 Penalty: 70409.367188
Iteration 190Q: 33 clusters Score -8.621112e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 4800 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 3771 members 
Mstep: Class 6 contains 26733 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 104330 members 
Mstep: Class 9 contains 19111 members 
Mstep: Class 10 contains 2628 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66649 members 
Mstep: Class 13 contains 107793 members 
Mstep: Class 14 contains 12414 members 
Mstep: Class 15 contains 111745 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132226 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 20625 members 
Mstep: Class 22 contains 19221 members 
Mstep: Class 23 contains 2860 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11666 members 
Mstep: Class 26 contains 24245 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26443 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211048.000000 Penalty: 70409.367188
Iteration 191Q: 33 clusters Score -8.621105e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5275 members 
Mstep: Class 3 contains 4799 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 26732 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 104343 members 
Mstep: Class 9 contains 19098 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66655 members 
Mstep: Class 13 contains 107901 members 
Mstep: Class 14 contains 12418 members 
Mstep: Class 15 contains 111769 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132234 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 20446 members 
Mstep: Class 22 contains 19267 members 
Mstep: Class 23 contains 2860 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11661 members 
Mstep: Class 26 contains 24247 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26441 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210928.000000 Penalty: 70409.367188
Iteration 192Q: 33 clusters Score -8.621093e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5278 members 
Mstep: Class 3 contains 4801 members 
Mstep: Class 4 contains 15412 members 
Mstep: Class 5 contains 3760 members 
Mstep: Class 6 contains 26735 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 104382 members 
Mstep: Class 9 contains 19082 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66662 members 
Mstep: Class 13 contains 108011 members 
Mstep: Class 14 contains 12420 members 
Mstep: Class 15 contains 111762 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132242 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 20264 members 
Mstep: Class 22 contains 19308 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11661 members 
Mstep: Class 26 contains 24245 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26439 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211008.000000 Penalty: 70409.367188
Iteration 193Q: 33 clusters Score -8.621101e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5278 members 
Mstep: Class 3 contains 4798 members 
Mstep: Class 4 contains 15412 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 26738 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 104422 members 
Mstep: Class 9 contains 19069 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66669 members 
Mstep: Class 13 contains 108105 members 
Mstep: Class 14 contains 12419 members 
Mstep: Class 15 contains 111769 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132249 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 20082 members 
Mstep: Class 22 contains 19364 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11661 members 
Mstep: Class 26 contains 24244 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26436 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211040.000000 Penalty: 70409.367188
Iteration 194Q: 33 clusters Score -8.621104e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5284 members 
Mstep: Class 3 contains 4797 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 26742 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 104472 members 
Mstep: Class 9 contains 19064 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66682 members 
Mstep: Class 13 contains 108199 members 
Mstep: Class 14 contains 12419 members 
Mstep: Class 15 contains 111762 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132261 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 19886 members 
Mstep: Class 22 contains 19411 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11659 members 
Mstep: Class 26 contains 24245 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26436 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211104.000000 Penalty: 70409.367188
Iteration 195Q: 33 clusters Score -8.62111e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5287 members 
Mstep: Class 3 contains 4797 members 
Mstep: Class 4 contains 15415 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 26741 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 104518 members 
Mstep: Class 9 contains 19051 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66694 members 
Mstep: Class 13 contains 108310 members 
Mstep: Class 14 contains 12418 members 
Mstep: Class 15 contains 111757 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132272 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 19662 members 
Mstep: Class 22 contains 19469 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11659 members 
Mstep: Class 26 contains 24245 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26440 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210968.000000 Penalty: 70409.367188
Iteration 196Q: 33 clusters Score -8.621097e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5288 members 
Mstep: Class 3 contains 4796 members 
Mstep: Class 4 contains 15410 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 26741 members 
Mstep: Class 7 contains 12798 members 
Mstep: Class 8 contains 104565 members 
Mstep: Class 9 contains 19033 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66704 members 
Mstep: Class 13 contains 108424 members 
Mstep: Class 14 contains 12417 members 
Mstep: Class 15 contains 111760 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132280 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 19451 members 
Mstep: Class 22 contains 19521 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11658 members 
Mstep: Class 26 contains 24245 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26451 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210904.000000 Penalty: 70409.367188
Iteration 197Q: 33 clusters Score -8.62109e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5288 members 
Mstep: Class 3 contains 4795 members 
Mstep: Class 4 contains 15405 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 26745 members 
Mstep: Class 7 contains 12798 members 
Mstep: Class 8 contains 104627 members 
Mstep: Class 9 contains 19025 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66709 members 
Mstep: Class 13 contains 108513 members 
Mstep: Class 14 contains 12417 members 
Mstep: Class 15 contains 111782 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132291 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 19216 members 
Mstep: Class 22 contains 19578 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11657 members 
Mstep: Class 26 contains 24244 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26452 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210848.000000 Penalty: 70409.367188
Iteration 198Q: 33 clusters Score -8.621085e+07 nChanged 607
Entering ConstructFrom: 
Score: -86210848.000000 Penalty: 70409.367188
Entering ConstructFrom: 
Trying to split cluster 1 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -225608.218750 Penalty: 1222.653564
	Iteration 0F: 2 clusters Score -225608.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -223614.421875 Penalty: 2445.307129
	Iteration 0F: 3 clusters Score -223614.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -224021.734375 Penalty: 2445.307129
	Iteration 1F: 3 clusters Score -224021.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -224134.562500 Penalty: 2445.307129
	Iteration 2F: 3 clusters Score -224134.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -224194.765625 Penalty: 2445.307129
	Iteration 3Q: 3 clusters Score -224194.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -224218.031250 Penalty: 2445.307129
	Iteration 4Q: 3 clusters Score -224218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -224235.765625 Penalty: 2445.307129
	Iteration 5Q: 3 clusters Score -224235.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -224245.421875 Penalty: 2445.307129
	Iteration 6Q: 3 clusters Score -224245.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -224254.234375 Penalty: 2445.307129
	Iteration 7Q: 3 clusters Score -224254.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -224262.031250 Penalty: 2445.307129
	Iteration 8Q: 3 clusters Score -224262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -224267.750000 Penalty: 2445.307129
	Iteration 9Q: 3 clusters Score -224267.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -224272.968750 Penalty: 2445.307129
	Iteration 10Q: 3 clusters Score -224273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -224278.718750 Penalty: 2445.307129
	Iteration 11Q: 3 clusters Score -224278.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -224284.671875 Penalty: 2445.307129
	Iteration 12Q: 3 clusters Score -224284.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -224289.031250 Penalty: 2445.307129
	Iteration 13Q: 3 clusters Score -224289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -224294.578125 Penalty: 2445.307129
	Iteration 14Q: 3 clusters Score -224294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -224296.390625 Penalty: 2445.307129
	Iteration 15Q: 3 clusters Score -224296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -224297.187500 Penalty: 2445.307129
	Iteration 16Q: 3 clusters Score -224297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -224299.250000 Penalty: 2445.307129
	Iteration 17Q: 3 clusters Score -224299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -224301.218750 Penalty: 2445.307129
	Iteration 18Q: 3 clusters Score -224301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -224302.843750 Penalty: 2445.307129
	Iteration 19Q: 3 clusters Score -224302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -224304.156250 Penalty: 2445.307129
	Iteration 20F: 3 clusters Score -224304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -224305.093750 Penalty: 2445.307129
	Iteration 21Q: 3 clusters Score -224305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -224307.343750 Penalty: 2445.307129
	Iteration 22Q: 3 clusters Score -224307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -224308.875000 Penalty: 2445.307129
	Iteration 23Q: 3 clusters Score -224308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -224309.187500 Penalty: 2445.307129
	Iteration 24Q: 3 clusters Score -224309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -224310.343750 Penalty: 2445.307129
	Iteration 25Q: 3 clusters Score -224310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -224310.984375 Penalty: 2445.307129
	Iteration 26Q: 3 clusters Score -224311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -224311.890625 Penalty: 2445.307129
	Iteration 27Q: 3 clusters Score -224311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -224312.437500 Penalty: 2445.307129
	Iteration 28Q: 3 clusters Score -224312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -224312.437500 Penalty: 2445.307129
	Iteration 29F: 3 clusters Score -224312.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Entering Unmasked Estep 
Score: -614887.562500 Penalty: 1393.082764
	Iteration 0F: 2 clusters Score -614887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -610764.875000 Penalty: 2786.165527
	Iteration 0F: 3 clusters Score -610764.9 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -611935.687500 Penalty: 2786.165527
	Iteration 1F: 3 clusters Score -611935.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -612121.937500 Penalty: 2786.165527
	Iteration 2F: 3 clusters Score -612121.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -612268.000000 Penalty: 2786.165527
	Iteration 3F: 3 clusters Score -612268 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -612365.312500 Penalty: 2786.165527
	Iteration 4Q: 3 clusters Score -612365.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -612460.875000 Penalty: 2786.165527
	Iteration 5Q: 3 clusters Score -612460.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -612555.187500 Penalty: 2786.165527
	Iteration 6Q: 3 clusters Score -612555.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -612677.125000 Penalty: 2786.165527
	Iteration 7Q: 3 clusters Score -612677.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -612802.187500 Penalty: 2786.165527
	Iteration 8Q: 3 clusters Score -612802.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -612927.625000 Penalty: 2786.165527
	Iteration 9Q: 3 clusters Score -612927.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -613059.187500 Penalty: 2786.165527
	Iteration 10Q: 3 clusters Score -613059.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -613194.500000 Penalty: 2786.165527
	Iteration 11Q: 3 clusters Score -613194.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -613312.812500 Penalty: 2786.165527
	Iteration 12Q: 3 clusters Score -613312.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -613423.937500 Penalty: 2786.165527
	Iteration 13Q: 3 clusters Score -613423.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -613493.062500 Penalty: 2786.165527
	Iteration 14Q: 3 clusters Score -613493.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -613545.562500 Penalty: 2786.165527
	Iteration 15Q: 3 clusters Score -613545.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -613588.187500 Penalty: 2786.165527
	Iteration 16Q: 3 clusters Score -613588.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -613609.062500 Penalty: 2786.165527
	Iteration 17Q: 3 clusters Score -613609.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -613633.312500 Penalty: 2786.165527
	Iteration 18Q: 3 clusters Score -613633.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -613645.187500 Penalty: 2786.165527
	Iteration 19Q: 3 clusters Score -613645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -613654.375000 Penalty: 2786.165527
	Iteration 20F: 3 clusters Score -613654.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -613657.562500 Penalty: 2786.165527
	Iteration 21Q: 3 clusters Score -613657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -613660.625000 Penalty: 2786.165527
	Iteration 22Q: 3 clusters Score -613660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -613663.750000 Penalty: 2786.165527
	Iteration 23Q: 3 clusters Score -613663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -613664.375000 Penalty: 2786.165527
	Iteration 24Q: 3 clusters Score -613664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -613666.750000 Penalty: 2786.165527
	Iteration 25Q: 3 clusters Score -613666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -613669.187500 Penalty: 2786.165527
	Iteration 26Q: 3 clusters Score -613669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -613671.062500 Penalty: 2786.165527
	Iteration 27Q: 3 clusters Score -613671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -613673.875000 Penalty: 2786.165527
	Iteration 28Q: 3 clusters Score -613673.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -613677.562500 Penalty: 2786.165527
	Iteration 29Q: 3 clusters Score -613677.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -613681.000000 Penalty: 2786.165527
	Iteration 30Q: 3 clusters Score -613681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -613684.312500 Penalty: 2786.165527
	Iteration 31Q: 3 clusters Score -613684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -613685.250000 Penalty: 2786.165527
	Iteration 32Q: 3 clusters Score -613685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -613686.875000 Penalty: 2786.165527
	Iteration 33Q: 3 clusters Score -613686.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -613687.312500 Penalty: 2786.165527
	Iteration 34Q: 3 clusters Score -613687.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -613688.500000 Penalty: 2786.165527
	Iteration 35Q: 3 clusters Score -613688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -613688.812500 Penalty: 2786.165527
	Iteration 36Q: 3 clusters Score -613688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -613689.250000 Penalty: 2786.165527
	Iteration 37Q: 3 clusters Score -613689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -613689.000000 Penalty: 2786.165527
	Iteration 38Q: 3 clusters Score -613689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -613688.687500 Penalty: 2786.165527
	Iteration 39Q: 3 clusters Score -613688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -613688.687500 Penalty: 2786.165527
	Iteration 40F: 3 clusters Score -613688.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Entering Unmasked Estep 
Score: -524581.312500 Penalty: 1377.274780
	Iteration 0F: 2 clusters Score -524581.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -520776.093750 Penalty: 2754.549561
	Iteration 0F: 3 clusters Score -520776.1 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -521805.625000 Penalty: 2754.549561
	Iteration 1F: 3 clusters Score -521805.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -521960.531250 Penalty: 2754.549561
	Iteration 2F: 3 clusters Score -521960.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -522080.562500 Penalty: 2754.549561
	Iteration 3Q: 3 clusters Score -522080.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -522185.312500 Penalty: 2754.549561
	Iteration 4Q: 3 clusters Score -522185.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -522273.312500 Penalty: 2754.549561
	Iteration 5Q: 3 clusters Score -522273.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -522344.718750 Penalty: 2754.549561
	Iteration 6Q: 3 clusters Score -522344.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -522417.125000 Penalty: 2754.549561
	Iteration 7Q: 3 clusters Score -522417.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -522479.406250 Penalty: 2754.549561
	Iteration 8Q: 3 clusters Score -522479.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -522536.000000 Penalty: 2754.549561
	Iteration 9Q: 3 clusters Score -522536 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -522576.375000 Penalty: 2754.549561
	Iteration 10Q: 3 clusters Score -522576.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -522621.500000 Penalty: 2754.549561
	Iteration 11Q: 3 clusters Score -522621.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -522660.218750 Penalty: 2754.549561
	Iteration 12Q: 3 clusters Score -522660.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -522700.406250 Penalty: 2754.549561
	Iteration 13Q: 3 clusters Score -522700.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -522753.468750 Penalty: 2754.549561
	Iteration 14Q: 3 clusters Score -522753.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -522814.843750 Penalty: 2754.549561
	Iteration 15Q: 3 clusters Score -522814.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -522887.281250 Penalty: 2754.549561
	Iteration 16Q: 3 clusters Score -522887.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -522982.093750 Penalty: 2754.549561
	Iteration 17Q: 3 clusters Score -522982.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -523095.687500 Penalty: 2754.549561
	Iteration 18Q: 3 clusters Score -523095.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -523218.062500 Penalty: 2754.549561
	Iteration 19Q: 3 clusters Score -523218.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -523330.937500 Penalty: 2754.549561
	Iteration 20F: 3 clusters Score -523330.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -523426.343750 Penalty: 2754.549561
	Iteration 21Q: 3 clusters Score -523426.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -523506.781250 Penalty: 2754.549561
	Iteration 22Q: 3 clusters Score -523506.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -523575.437500 Penalty: 2754.549561
	Iteration 23Q: 3 clusters Score -523575.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -523628.750000 Penalty: 2754.549561
	Iteration 24Q: 3 clusters Score -523628.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -523663.281250 Penalty: 2754.549561
	Iteration 25Q: 3 clusters Score -523663.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -523685.500000 Penalty: 2754.549561
	Iteration 26Q: 3 clusters Score -523685.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -523700.406250 Penalty: 2754.549561
	Iteration 27Q: 3 clusters Score -523700.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -523715.062500 Penalty: 2754.549561
	Iteration 28Q: 3 clusters Score -523715.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -523725.875000 Penalty: 2754.549561
	Iteration 29Q: 3 clusters Score -523725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -523731.906250 Penalty: 2754.549561
	Iteration 30Q: 3 clusters Score -523731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -523736.093750 Penalty: 2754.549561
	Iteration 31Q: 3 clusters Score -523736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -523741.531250 Penalty: 2754.549561
	Iteration 32Q: 3 clusters Score -523741.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -523749.125000 Penalty: 2754.549561
	Iteration 33Q: 3 clusters Score -523749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -523754.125000 Penalty: 2754.549561
	Iteration 34Q: 3 clusters Score -523754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -523758.250000 Penalty: 2754.549561
	Iteration 35Q: 3 clusters Score -523758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -523759.656250 Penalty: 2754.549561
	Iteration 36Q: 3 clusters Score -523759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -523759.843750 Penalty: 2754.549561
	Iteration 37Q: 3 clusters Score -523759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -523759.843750 Penalty: 2754.549561
	Iteration 38F: 3 clusters Score -523759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Entering Unmasked Estep 
Score: -1797427.500000 Penalty: 1566.918823
	Iteration 0F: 2 clusters Score -1797428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1786797.625000 Penalty: 3133.837646
	Iteration 0F: 3 clusters Score -1786798 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1790515.875000 Penalty: 3133.837646
	Iteration 1F: 3 clusters Score -1790516 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1790790.125000 Penalty: 3133.837646
	Iteration 2F: 3 clusters Score -1790790 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1791025.000000 Penalty: 3133.837646
	Iteration 3Q: 3 clusters Score -1791025 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1791267.875000 Penalty: 3133.837646
	Iteration 4Q: 3 clusters Score -1791268 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1791561.125000 Penalty: 3133.837646
	Iteration 5Q: 3 clusters Score -1791561 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1791964.500000 Penalty: 3133.837646
	Iteration 6Q: 3 clusters Score -1791964 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1792478.500000 Penalty: 3133.837646
	Iteration 7F: 3 clusters Score -1792478 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1793178.375000 Penalty: 3133.837646
	Iteration 8F: 3 clusters Score -1793178 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1794014.625000 Penalty: 3133.837646
	Iteration 9F: 3 clusters Score -1794015 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1794816.500000 Penalty: 3133.837646
	Iteration 10F: 3 clusters Score -1794816 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1795432.625000 Penalty: 3133.837646
	Iteration 11Q: 3 clusters Score -1795433 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1795753.125000 Penalty: 3133.837646
	Iteration 12Q: 3 clusters Score -1795753 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1795890.500000 Penalty: 3133.837646
	Iteration 13Q: 3 clusters Score -1795890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1795967.875000 Penalty: 3133.837646
	Iteration 14Q: 3 clusters Score -1795968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1796006.000000 Penalty: 3133.837646
	Iteration 15Q: 3 clusters Score -1796006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1796030.125000 Penalty: 3133.837646
	Iteration 16Q: 3 clusters Score -1796030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1796046.875000 Penalty: 3133.837646
	Iteration 17Q: 3 clusters Score -1796047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1796058.125000 Penalty: 3133.837646
	Iteration 18Q: 3 clusters Score -1796058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1796067.750000 Penalty: 3133.837646
	Iteration 19Q: 3 clusters Score -1796068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1796072.875000 Penalty: 3133.837646
	Iteration 20F: 3 clusters Score -1796073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1796077.500000 Penalty: 3133.837646
	Iteration 21Q: 3 clusters Score -1796078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1796079.125000 Penalty: 3133.837646
	Iteration 22Q: 3 clusters Score -1796079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1796079.125000 Penalty: 3133.837646
	Iteration 23F: 3 clusters Score -1796079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -431025.843750 Penalty: 1337.252197
	Iteration 0F: 2 clusters Score -431025.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -427841.500000 Penalty: 2674.504395
	Iteration 0F: 3 clusters Score -427841.5 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -428655.250000 Penalty: 2674.504395
	Iteration 1F: 3 clusters Score -428655.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -428836.687500 Penalty: 2674.504395
	Iteration 2F: 3 clusters Score -428836.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -429034.156250 Penalty: 2674.504395
	Iteration 3F: 3 clusters Score -429034.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -429250.937500 Penalty: 2674.504395
	Iteration 4F: 3 clusters Score -429250.9 nChanged 246
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: -429470.531250 Penalty: 2674.504395
	Iteration 5F: 3 clusters Score -429470.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -429666.250000 Penalty: 2674.504395
	Iteration 6F: 3 clusters Score -429666.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -429836.187500 Penalty: 2674.504395
	Iteration 7F: 3 clusters Score -429836.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -429959.093750 Penalty: 2674.504395
	Iteration 8Q: 3 clusters Score -429959.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -430039.281250 Penalty: 2674.504395
	Iteration 9Q: 3 clusters Score -430039.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -430089.031250 Penalty: 2674.504395
	Iteration 10Q: 3 clusters Score -430089 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -430122.218750 Penalty: 2674.504395
	Iteration 11Q: 3 clusters Score -430122.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -430140.250000 Penalty: 2674.504395
	Iteration 12Q: 3 clusters Score -430140.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -430154.656250 Penalty: 2674.504395
	Iteration 13Q: 3 clusters Score -430154.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -430167.062500 Penalty: 2674.504395
	Iteration 14Q: 3 clusters Score -430167.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -430176.656250 Penalty: 2674.504395
	Iteration 15Q: 3 clusters Score -430176.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -430180.968750 Penalty: 2674.504395
	Iteration 16Q: 3 clusters Score -430181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -430184.812500 Penalty: 2674.504395
	Iteration 17Q: 3 clusters Score -430184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -430185.218750 Penalty: 2674.504395
	Iteration 18Q: 3 clusters Score -430185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -430185.187500 Penalty: 2674.504395
	Iteration 19Q: 3 clusters Score -430185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -430186.156250 Penalty: 2674.504395
	Iteration 20F: 3 clusters Score -430186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -430186.906250 Penalty: 2674.504395
	Iteration 21Q: 3 clusters Score -430186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -430187.250000 Penalty: 2674.504395
	Iteration 22Q: 3 clusters Score -430187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -430187.781250 Penalty: 2674.504395
	Iteration 23Q: 3 clusters Score -430187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -430189.656250 Penalty: 2674.504395
	Iteration 24Q: 3 clusters Score -430189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -430189.656250 Penalty: 2674.504395
	Iteration 25F: 3 clusters Score -430189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Entering Unmasked Estep 
Score: -3120204.250000 Penalty: 1656.578247
	Iteration 0F: 2 clusters Score -3120204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3102136.250000 Penalty: 3313.156494
	Iteration 0F: 3 clusters Score -3102136 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3109002.000000 Penalty: 3313.156494
	Iteration 1F: 3 clusters Score -3109002 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3109400.750000 Penalty: 3313.156494
	Iteration 2Q: 3 clusters Score -3109401 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3109833.500000 Penalty: 3313.156494
	Iteration 3Q: 3 clusters Score -3109834 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -3110467.500000 Penalty: 3313.156494
	Iteration 4Q: 3 clusters Score -3110468 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3111379.500000 Penalty: 3313.156494
	Iteration 5F: 3 clusters Score -3111380 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3112691.500000 Penalty: 3313.156494
	Iteration 6F: 3 clusters Score -3112692 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3114467.250000 Penalty: 3313.156494
	Iteration 7F: 3 clusters Score -3114467 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3116287.500000 Penalty: 3313.156494
	Iteration 8F: 3 clusters Score -3116288 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3117687.000000 Penalty: 3313.156494
	Iteration 9F: 3 clusters Score -3117687 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3118460.000000 Penalty: 3313.156494
	Iteration 10Q: 3 clusters Score -3118460 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3118771.500000 Penalty: 3313.156494
	Iteration 11Q: 3 clusters Score -3118772 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3118927.250000 Penalty: 3313.156494
	Iteration 12Q: 3 clusters Score -3118927 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3118995.000000 Penalty: 3313.156494
	Iteration 13Q: 3 clusters Score -3118995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3119024.750000 Penalty: 3313.156494
	Iteration 14Q: 3 clusters Score -3119025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3119037.500000 Penalty: 3313.156494
	Iteration 15Q: 3 clusters Score -3119038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3119052.750000 Penalty: 3313.156494
	Iteration 16Q: 3 clusters Score -3119053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3119055.000000 Penalty: 3313.156494
	Iteration 17Q: 3 clusters Score -3119055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3119070.500000 Penalty: 3313.156494
	Iteration 18Q: 3 clusters Score -3119070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3119076.250000 Penalty: 3313.156494
	Iteration 19Q: 3 clusters Score -3119076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3119082.000000 Penalty: 3313.156494
	Iteration 20F: 3 clusters Score -3119082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3119081.500000 Penalty: 3313.156494
	Iteration 21Q: 3 clusters Score -3119082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3119082.250000 Penalty: 3313.156494
	Iteration 22Q: 3 clusters Score -3119082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3119084.250000 Penalty: 3313.156494
	Iteration 23Q: 3 clusters Score -3119084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3119086.500000 Penalty: 3313.156494
	Iteration 24Q: 3 clusters Score -3119086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3119091.500000 Penalty: 3313.156494
	Iteration 25Q: 3 clusters Score -3119092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3119087.250000 Penalty: 3313.156494
	Iteration 26Q: 3 clusters Score -3119087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3119088.500000 Penalty: 3313.156494
	Iteration 27Q: 3 clusters Score -3119088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3119091.000000 Penalty: 3313.156494
	Iteration 28Q: 3 clusters Score -3119091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3119090.250000 Penalty: 3313.156494
	Iteration 29Q: 3 clusters Score -3119090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3119090.250000 Penalty: 3313.156494
	Iteration 30F: 3 clusters Score -3119090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Entering Unmasked Estep 
Score: -1495929.750000 Penalty: 1536.757080
	Iteration 0F: 2 clusters Score -1495930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1486855.250000 Penalty: 3073.514160
	Iteration 0F: 3 clusters Score -1486855 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1489911.375000 Penalty: 3073.514160
	Iteration 1F: 3 clusters Score -1489911 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1490180.375000 Penalty: 3073.514160
	Iteration 2F: 3 clusters Score -1490180 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1490403.875000 Penalty: 3073.514160
	Iteration 3Q: 3 clusters Score -1490404 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1490618.000000 Penalty: 3073.514160
	Iteration 4Q: 3 clusters Score -1490618 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1490819.375000 Penalty: 3073.514160
	Iteration 5Q: 3 clusters Score -1490819 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1491021.250000 Penalty: 3073.514160
	Iteration 6Q: 3 clusters Score -1491021 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1491261.625000 Penalty: 3073.514160
	Iteration 7Q: 3 clusters Score -1491262 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1491544.500000 Penalty: 3073.514160
	Iteration 8Q: 3 clusters Score -1491544 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1491867.875000 Penalty: 3073.514160
	Iteration 9Q: 3 clusters Score -1491868 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1492240.625000 Penalty: 3073.514160
	Iteration 10Q: 3 clusters Score -1492241 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1492581.875000 Penalty: 3073.514160
	Iteration 11Q: 3 clusters Score -1492582 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1492833.500000 Penalty: 3073.514160
	Iteration 12Q: 3 clusters Score -1492834 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1492986.750000 Penalty: 3073.514160
	Iteration 13Q: 3 clusters Score -1492987 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1493067.625000 Penalty: 3073.514160
	Iteration 14Q: 3 clusters Score -1493068 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1493119.375000 Penalty: 3073.514160
	Iteration 15Q: 3 clusters Score -1493119 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1493157.625000 Penalty: 3073.514160
	Iteration 16Q: 3 clusters Score -1493158 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1493196.375000 Penalty: 3073.514160
	Iteration 17Q: 3 clusters Score -1493196 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1493238.500000 Penalty: 3073.514160
	Iteration 18Q: 3 clusters Score -1493238 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1493262.375000 Penalty: 3073.514160
	Iteration 19Q: 3 clusters Score -1493262 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1493275.250000 Penalty: 3073.514160
	Iteration 20F: 3 clusters Score -1493275 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1493292.250000 Penalty: 3073.514160
	Iteration 21Q: 3 clusters Score -1493292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1493303.500000 Penalty: 3073.514160
	Iteration 22Q: 3 clusters Score -1493304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1493316.000000 Penalty: 3073.514160
	Iteration 23Q: 3 clusters Score -1493316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1493325.000000 Penalty: 3073.514160
	Iteration 24Q: 3 clusters Score -1493325 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1493331.500000 Penalty: 3073.514160
	Iteration 25Q: 3 clusters Score -1493332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1493342.125000 Penalty: 3073.514160
	Iteration 26Q: 3 clusters Score -1493342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1493352.750000 Penalty: 3073.514160
	Iteration 27Q: 3 clusters Score -1493353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1493365.875000 Penalty: 3073.514160
	Iteration 28Q: 3 clusters Score -1493366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1493378.000000 Penalty: 3073.514160
	Iteration 29Q: 3 clusters Score -1493378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1493388.625000 Penalty: 3073.514160
	Iteration 30Q: 3 clusters Score -1493389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1493392.125000 Penalty: 3073.514160
	Iteration 31Q: 3 clusters Score -1493392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1493407.500000 Penalty: 3073.514160
	Iteration 32Q: 3 clusters Score -1493408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1493420.875000 Penalty: 3073.514160
	Iteration 33Q: 3 clusters Score -1493421 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1493426.250000 Penalty: 3073.514160
	Iteration 34Q: 3 clusters Score -1493426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1493438.375000 Penalty: 3073.514160
	Iteration 35Q: 3 clusters Score -1493438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1493442.750000 Penalty: 3073.514160
	Iteration 36Q: 3 clusters Score -1493443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1493450.125000 Penalty: 3073.514160
	Iteration 37Q: 3 clusters Score -1493450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1493468.000000 Penalty: 3073.514160
	Iteration 38Q: 3 clusters Score -1493468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1493475.000000 Penalty: 3073.514160
	Iteration 39Q: 3 clusters Score -1493475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1493482.125000 Penalty: 3073.514160
	Iteration 40F: 3 clusters Score -1493482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1493491.750000 Penalty: 3073.514160
	Iteration 41Q: 3 clusters Score -1493492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1493500.375000 Penalty: 3073.514160
	Iteration 42Q: 3 clusters Score -1493500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1493504.250000 Penalty: 3073.514160
	Iteration 43Q: 3 clusters Score -1493504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1493512.875000 Penalty: 3073.514160
	Iteration 44Q: 3 clusters Score -1493513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1493523.625000 Penalty: 3073.514160
	Iteration 45Q: 3 clusters Score -1493524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1493529.875000 Penalty: 3073.514160
	Iteration 46Q: 3 clusters Score -1493530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1493534.250000 Penalty: 3073.514160
	Iteration 47Q: 3 clusters Score -1493534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1493546.375000 Penalty: 3073.514160
	Iteration 48Q: 3 clusters Score -1493546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1493550.375000 Penalty: 3073.514160
	Iteration 49Q: 3 clusters Score -1493550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1493554.125000 Penalty: 3073.514160
	Iteration 50Q: 3 clusters Score -1493554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1493559.750000 Penalty: 3073.514160
	Iteration 51Q: 3 clusters Score -1493560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1493567.000000 Penalty: 3073.514160
	Iteration 52Q: 3 clusters Score -1493567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1493568.750000 Penalty: 3073.514160
	Iteration 53Q: 3 clusters Score -1493569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1493574.250000 Penalty: 3073.514160
	Iteration 54Q: 3 clusters Score -1493574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1493579.250000 Penalty: 3073.514160
	Iteration 55Q: 3 clusters Score -1493579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1493589.250000 Penalty: 3073.514160
	Iteration 56Q: 3 clusters Score -1493589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1493603.125000 Penalty: 3073.514160
	Iteration 57Q: 3 clusters Score -1493603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1493610.000000 Penalty: 3073.514160
	Iteration 58Q: 3 clusters Score -1493610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1493619.500000 Penalty: 3073.514160
	Iteration 59Q: 3 clusters Score -1493620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1493624.625000 Penalty: 3073.514160
	Iteration 60F: 3 clusters Score -1493625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1493633.750000 Penalty: 3073.514160
	Iteration 61Q: 3 clusters Score -1493634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1493639.750000 Penalty: 3073.514160
	Iteration 62Q: 3 clusters Score -1493640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1493645.750000 Penalty: 3073.514160
	Iteration 63Q: 3 clusters Score -1493646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1493658.125000 Penalty: 3073.514160
	Iteration 64Q: 3 clusters Score -1493658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1493675.500000 Penalty: 3073.514160
	Iteration 65Q: 3 clusters Score -1493676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1493687.500000 Penalty: 3073.514160
	Iteration 66Q: 3 clusters Score -1493688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1493698.000000 Penalty: 3073.514160
	Iteration 67Q: 3 clusters Score -1493698 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1493709.000000 Penalty: 3073.514160
	Iteration 68Q: 3 clusters Score -1493709 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1493724.125000 Penalty: 3073.514160
	Iteration 69Q: 3 clusters Score -1493724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1493734.250000 Penalty: 3073.514160
	Iteration 70Q: 3 clusters Score -1493734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1493736.500000 Penalty: 3073.514160
	Iteration 71Q: 3 clusters Score -1493736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1493743.625000 Penalty: 3073.514160
	Iteration 72Q: 3 clusters Score -1493744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1493749.625000 Penalty: 3073.514160
	Iteration 73Q: 3 clusters Score -1493750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1493763.750000 Penalty: 3073.514160
	Iteration 74Q: 3 clusters Score -1493764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1493770.000000 Penalty: 3073.514160
	Iteration 75Q: 3 clusters Score -1493770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1493782.875000 Penalty: 3073.514160
	Iteration 76Q: 3 clusters Score -1493783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1493790.000000 Penalty: 3073.514160
	Iteration 77Q: 3 clusters Score -1493790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1493802.875000 Penalty: 3073.514160
	Iteration 78Q: 3 clusters Score -1493803 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1493810.875000 Penalty: 3073.514160
	Iteration 79Q: 3 clusters Score -1493811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1493827.125000 Penalty: 3073.514160
	Iteration 80F: 3 clusters Score -1493827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1493836.375000 Penalty: 3073.514160
	Iteration 81Q: 3 clusters Score -1493836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1493847.625000 Penalty: 3073.514160
	Iteration 82Q: 3 clusters Score -1493848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1493858.500000 Penalty: 3073.514160
	Iteration 83Q: 3 clusters Score -1493858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1493863.125000 Penalty: 3073.514160
	Iteration 84Q: 3 clusters Score -1493863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1493868.750000 Penalty: 3073.514160
	Iteration 85Q: 3 clusters Score -1493869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1493880.625000 Penalty: 3073.514160
	Iteration 86Q: 3 clusters Score -1493881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1493890.500000 Penalty: 3073.514160
	Iteration 87Q: 3 clusters Score -1493890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1493907.500000 Penalty: 3073.514160
	Iteration 88Q: 3 clusters Score -1493908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1493930.250000 Penalty: 3073.514160
	Iteration 89Q: 3 clusters Score -1493930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1493946.000000 Penalty: 3073.514160
	Iteration 90Q: 3 clusters Score -1493946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1493962.625000 Penalty: 3073.514160
	Iteration 91Q: 3 clusters Score -1493963 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1493982.125000 Penalty: 3073.514160
	Iteration 92Q: 3 clusters Score -1493982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1493997.000000 Penalty: 3073.514160
	Iteration 93Q: 3 clusters Score -1493997 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1494024.250000 Penalty: 3073.514160
	Iteration 94Q: 3 clusters Score -1494024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1494062.250000 Penalty: 3073.514160
	Iteration 95Q: 3 clusters Score -1494062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1494086.750000 Penalty: 3073.514160
	Iteration 96Q: 3 clusters Score -1494087 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1494118.375000 Penalty: 3073.514160
	Iteration 97Q: 3 clusters Score -1494118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1494155.125000 Penalty: 3073.514160
	Iteration 98Q: 3 clusters Score -1494155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1494185.875000 Penalty: 3073.514160
	Iteration 99Q: 3 clusters Score -1494186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1494200.875000 Penalty: 3073.514160
	Iteration 100F: 3 clusters Score -1494201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1494222.500000 Penalty: 3073.514160
	Iteration 101Q: 3 clusters Score -1494222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1494245.250000 Penalty: 3073.514160
	Iteration 102Q: 3 clusters Score -1494245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1494273.625000 Penalty: 3073.514160
	Iteration 103Q: 3 clusters Score -1494274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1494296.875000 Penalty: 3073.514160
	Iteration 104Q: 3 clusters Score -1494297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1494321.250000 Penalty: 3073.514160
	Iteration 105Q: 3 clusters Score -1494321 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1494338.125000 Penalty: 3073.514160
	Iteration 106Q: 3 clusters Score -1494338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1494353.250000 Penalty: 3073.514160
	Iteration 107Q: 3 clusters Score -1494353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1494366.625000 Penalty: 3073.514160
	Iteration 108Q: 3 clusters Score -1494367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1494381.750000 Penalty: 3073.514160
	Iteration 109Q: 3 clusters Score -1494382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1494397.500000 Penalty: 3073.514160
	Iteration 110Q: 3 clusters Score -1494398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1494400.500000 Penalty: 3073.514160
	Iteration 111Q: 3 clusters Score -1494400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1494416.625000 Penalty: 3073.514160
	Iteration 112Q: 3 clusters Score -1494417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1494423.000000 Penalty: 3073.514160
	Iteration 113Q: 3 clusters Score -1494423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1494430.625000 Penalty: 3073.514160
	Iteration 114Q: 3 clusters Score -1494431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1494438.250000 Penalty: 3073.514160
	Iteration 115Q: 3 clusters Score -1494438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1494444.875000 Penalty: 3073.514160
	Iteration 116Q: 3 clusters Score -1494445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1494459.000000 Penalty: 3073.514160
	Iteration 117Q: 3 clusters Score -1494459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1494458.375000 Penalty: 3073.514160
	Iteration 118Q: 3 clusters Score -1494458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1494464.125000 Penalty: 3073.514160
	Iteration 119Q: 3 clusters Score -1494464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1494468.375000 Penalty: 3073.514160
	Iteration 120F: 3 clusters Score -1494468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1494470.125000 Penalty: 3073.514160
	Iteration 121Q: 3 clusters Score -1494470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1494474.625000 Penalty: 3073.514160
	Iteration 122Q: 3 clusters Score -1494475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1494477.750000 Penalty: 3073.514160
	Iteration 123Q: 3 clusters Score -1494478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1494483.750000 Penalty: 3073.514160
	Iteration 124Q: 3 clusters Score -1494484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1494496.500000 Penalty: 3073.514160
	Iteration 125Q: 3 clusters Score -1494496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1494504.375000 Penalty: 3073.514160
	Iteration 126Q: 3 clusters Score -1494504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1494509.375000 Penalty: 3073.514160
	Iteration 127Q: 3 clusters Score -1494509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1494515.250000 Penalty: 3073.514160
	Iteration 128Q: 3 clusters Score -1494515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1494514.500000 Penalty: 3073.514160
	Iteration 129Q: 3 clusters Score -1494514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1494517.125000 Penalty: 3073.514160
	Iteration 130Q: 3 clusters Score -1494517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1494520.875000 Penalty: 3073.514160
	Iteration 131Q: 3 clusters Score -1494521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1494522.375000 Penalty: 3073.514160
	Iteration 132Q: 3 clusters Score -1494522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1494523.125000 Penalty: 3073.514160
	Iteration 133Q: 3 clusters Score -1494523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1494525.750000 Penalty: 3073.514160
	Iteration 134Q: 3 clusters Score -1494526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1494528.250000 Penalty: 3073.514160
	Iteration 135Q: 3 clusters Score -1494528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1494534.125000 Penalty: 3073.514160
	Iteration 136Q: 3 clusters Score -1494534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1494536.625000 Penalty: 3073.514160
	Iteration 137Q: 3 clusters Score -1494537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1494540.375000 Penalty: 3073.514160
	Iteration 138Q: 3 clusters Score -1494540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1494544.000000 Penalty: 3073.514160
	Iteration 139Q: 3 clusters Score -1494544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1494547.000000 Penalty: 3073.514160
	Iteration 140F: 3 clusters Score -1494547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1494549.750000 Penalty: 3073.514160
	Iteration 141Q: 3 clusters Score -1494550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1494550.875000 Penalty: 3073.514160
	Iteration 142Q: 3 clusters Score -1494551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1494552.750000 Penalty: 3073.514160
	Iteration 143Q: 3 clusters Score -1494553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1494553.875000 Penalty: 3073.514160
	Iteration 144Q: 3 clusters Score -1494554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1494555.000000 Penalty: 3073.514160
	Iteration 145Q: 3 clusters Score -1494555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1494556.875000 Penalty: 3073.514160
	Iteration 146Q: 3 clusters Score -1494557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1494555.250000 Penalty: 3073.514160
	Iteration 147Q: 3 clusters Score -1494555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1494555.750000 Penalty: 3073.514160
	Iteration 148Q: 3 clusters Score -1494556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1494557.750000 Penalty: 3073.514160
	Iteration 149Q: 3 clusters Score -1494558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1494557.750000 Penalty: 3073.514160
	Iteration 150F: 3 clusters Score -1494558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (104662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104662 members 
Entering Unmasked Estep 
Score: -12222589.000000 Penalty: 1878.254883
	Iteration 0F: 2 clusters Score -1.222259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -12157300.000000 Penalty: 3756.509766
	Iteration 0F: 3 clusters Score -1.21573e+07 nChanged 50243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -12186783.000000 Penalty: 3756.509766
	Iteration 1F: 3 clusters Score -1.218678e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -12187627.000000 Penalty: 3756.509766
	Iteration 2Q: 3 clusters Score -1.218763e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -12188588.000000 Penalty: 3756.509766
	Iteration 3Q: 3 clusters Score -1.218859e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -12189744.000000 Penalty: 3756.509766
	Iteration 4Q: 3 clusters Score -1.218974e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -12191084.000000 Penalty: 3756.509766
	Iteration 5Q: 3 clusters Score -1.219108e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -12193167.000000 Penalty: 3756.509766
	Iteration 6Q: 3 clusters Score -1.219317e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -12196124.000000 Penalty: 3756.509766
	Iteration 7F: 3 clusters Score -1.219612e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -12200286.000000 Penalty: 3756.509766
	Iteration 8F: 3 clusters Score -1.220029e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62181 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -12205352.000000 Penalty: 3756.509766
	Iteration 9F: 3 clusters Score -1.220535e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -12209324.000000 Penalty: 3756.509766
	Iteration 10F: 3 clusters Score -1.220932e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -12210931.000000 Penalty: 3756.509766
	Iteration 11Q: 3 clusters Score -1.221093e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63720 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -12211384.000000 Penalty: 3756.509766
	Iteration 12Q: 3 clusters Score -1.221138e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -12211677.000000 Penalty: 3756.509766
	Iteration 13Q: 3 clusters Score -1.221168e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -12212001.000000 Penalty: 3756.509766
	Iteration 14Q: 3 clusters Score -1.2212e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -12212312.000000 Penalty: 3756.509766
	Iteration 15Q: 3 clusters Score -1.221231e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -12212493.000000 Penalty: 3756.509766
	Iteration 16Q: 3 clusters Score -1.221249e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -12212814.000000 Penalty: 3756.509766
	Iteration 17Q: 3 clusters Score -1.221281e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -12213002.000000 Penalty: 3756.509766
	Iteration 18Q: 3 clusters Score -1.2213e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -12213209.000000 Penalty: 3756.509766
	Iteration 19Q: 3 clusters Score -1.221321e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -12213472.000000 Penalty: 3756.509766
	Iteration 20F: 3 clusters Score -1.221347e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -12213816.000000 Penalty: 3756.509766
	Iteration 21Q: 3 clusters Score -1.221382e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -12214047.000000 Penalty: 3756.509766
	Iteration 22Q: 3 clusters Score -1.221405e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -12214254.000000 Penalty: 3756.509766
	Iteration 23Q: 3 clusters Score -1.221425e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -12214366.000000 Penalty: 3756.509766
	Iteration 24Q: 3 clusters Score -1.221437e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -12214566.000000 Penalty: 3756.509766
	Iteration 25Q: 3 clusters Score -1.221457e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -12214807.000000 Penalty: 3756.509766
	Iteration 26Q: 3 clusters Score -1.221481e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -12215015.000000 Penalty: 3756.509766
	Iteration 27Q: 3 clusters Score -1.221502e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -12215231.000000 Penalty: 3756.509766
	Iteration 28Q: 3 clusters Score -1.221523e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -12215550.000000 Penalty: 3756.509766
	Iteration 29Q: 3 clusters Score -1.221555e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -12215682.000000 Penalty: 3756.509766
	Iteration 30Q: 3 clusters Score -1.221568e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -12215838.000000 Penalty: 3756.509766
	Iteration 31Q: 3 clusters Score -1.221584e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -12215982.000000 Penalty: 3756.509766
	Iteration 32Q: 3 clusters Score -1.221598e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -12216154.000000 Penalty: 3756.509766
	Iteration 33Q: 3 clusters Score -1.221615e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -12216333.000000 Penalty: 3756.509766
	Iteration 34Q: 3 clusters Score -1.221633e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -12216488.000000 Penalty: 3756.509766
	Iteration 35Q: 3 clusters Score -1.221649e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -12216616.000000 Penalty: 3756.509766
	Iteration 36Q: 3 clusters Score -1.221662e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -12216729.000000 Penalty: 3756.509766
	Iteration 37Q: 3 clusters Score -1.221673e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -12216862.000000 Penalty: 3756.509766
	Iteration 38Q: 3 clusters Score -1.221686e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -12216869.000000 Penalty: 3756.509766
	Iteration 39Q: 3 clusters Score -1.221687e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -12216991.000000 Penalty: 3756.509766
	Iteration 40F: 3 clusters Score -1.221699e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -12217060.000000 Penalty: 3756.509766
	Iteration 41Q: 3 clusters Score -1.221706e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -12217143.000000 Penalty: 3756.509766
	Iteration 42Q: 3 clusters Score -1.221714e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -12217243.000000 Penalty: 3756.509766
	Iteration 43Q: 3 clusters Score -1.221724e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -12217359.000000 Penalty: 3756.509766
	Iteration 44Q: 3 clusters Score -1.221736e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -12217505.000000 Penalty: 3756.509766
	Iteration 45Q: 3 clusters Score -1.22175e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -12217639.000000 Penalty: 3756.509766
	Iteration 46Q: 3 clusters Score -1.221764e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -12217755.000000 Penalty: 3756.509766
	Iteration 47Q: 3 clusters Score -1.221776e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -12217819.000000 Penalty: 3756.509766
	Iteration 48Q: 3 clusters Score -1.221782e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -12217754.000000 Penalty: 3756.509766
	Iteration 49Q: 3 clusters Score -1.221775e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -12217814.000000 Penalty: 3756.509766
	Iteration 50Q: 3 clusters Score -1.221781e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -12217858.000000 Penalty: 3756.509766
	Iteration 51Q: 3 clusters Score -1.221786e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -12217952.000000 Penalty: 3756.509766
	Iteration 52Q: 3 clusters Score -1.221795e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90181 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -12218037.000000 Penalty: 3756.509766
	Iteration 53Q: 3 clusters Score -1.221804e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -12218163.000000 Penalty: 3756.509766
	Iteration 54Q: 3 clusters Score -1.221816e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -12218320.000000 Penalty: 3756.509766
	Iteration 55Q: 3 clusters Score -1.221832e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -12218422.000000 Penalty: 3756.509766
	Iteration 56Q: 3 clusters Score -1.221842e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95408 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -12218578.000000 Penalty: 3756.509766
	Iteration 57Q: 3 clusters Score -1.221858e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96536 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -12218742.000000 Penalty: 3756.509766
	Iteration 58Q: 3 clusters Score -1.221874e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97604 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -12218867.000000 Penalty: 3756.509766
	Iteration 59Q: 3 clusters Score -1.221887e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98580 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -12219127.000000 Penalty: 3756.509766
	Iteration 60F: 3 clusters Score -1.221913e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99529 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -12219282.000000 Penalty: 3756.509766
	Iteration 61Q: 3 clusters Score -1.221928e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100384 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -12219534.000000 Penalty: 3756.509766
	Iteration 62Q: 3 clusters Score -1.221953e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -12219891.000000 Penalty: 3756.509766
	Iteration 63Q: 3 clusters Score -1.221989e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -12220147.000000 Penalty: 3756.509766
	Iteration 64Q: 3 clusters Score -1.222015e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102326 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -12220327.000000 Penalty: 3756.509766
	Iteration 65Q: 3 clusters Score -1.222033e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -12220490.000000 Penalty: 3756.509766
	Iteration 66Q: 3 clusters Score -1.222049e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12220592.000000 Penalty: 3756.509766
	Iteration 67Q: 3 clusters Score -1.222059e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12220672.000000 Penalty: 3756.509766
	Iteration 68Q: 3 clusters Score -1.222067e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -12220730.000000 Penalty: 3756.509766
	Iteration 69Q: 3 clusters Score -1.222073e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12220798.000000 Penalty: 3756.509766
	Iteration 70Q: 3 clusters Score -1.22208e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103813 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12220833.000000 Penalty: 3756.509766
	Iteration 71Q: 3 clusters Score -1.222083e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103894 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12220891.000000 Penalty: 3756.509766
	Iteration 72Q: 3 clusters Score -1.222089e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12220904.000000 Penalty: 3756.509766
	Iteration 73Q: 3 clusters Score -1.22209e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103999 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12220917.000000 Penalty: 3756.509766
	Iteration 74Q: 3 clusters Score -1.222092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12220928.000000 Penalty: 3756.509766
	Iteration 75Q: 3 clusters Score -1.222093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104038 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12220943.000000 Penalty: 3756.509766
	Iteration 76Q: 3 clusters Score -1.222094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104055 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12220942.000000 Penalty: 3756.509766
	Iteration 77Q: 3 clusters Score -1.222094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104066 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -12220955.000000 Penalty: 3756.509766
	Iteration 78Q: 3 clusters Score -1.222096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104083 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12220963.000000 Penalty: 3756.509766
	Iteration 79Q: 3 clusters Score -1.222096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104101 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -12220973.000000 Penalty: 3756.509766
	Iteration 80F: 3 clusters Score -1.222097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104115 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12220972.000000 Penalty: 3756.509766
	Iteration 81Q: 3 clusters Score -1.222097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104129 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12220989.000000 Penalty: 3756.509766
	Iteration 82Q: 3 clusters Score -1.222099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104137 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -12220979.000000 Penalty: 3756.509766
	Iteration 83Q: 3 clusters Score -1.222098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104146 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12220999.000000 Penalty: 3756.509766
	Iteration 84Q: 3 clusters Score -1.2221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104150 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12221003.000000 Penalty: 3756.509766
	Iteration 85Q: 3 clusters Score -1.2221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12221008.000000 Penalty: 3756.509766
	Iteration 86Q: 3 clusters Score -1.222101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12221006.000000 Penalty: 3756.509766
	Iteration 87Q: 3 clusters Score -1.222101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104153 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -12221007.000000 Penalty: 3756.509766
	Iteration 88Q: 3 clusters Score -1.222101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -12221008.000000 Penalty: 3756.509766
	Iteration 89Q: 3 clusters Score -1.222101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104155 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -12221005.000000 Penalty: 3756.509766
	Iteration 90Q: 3 clusters Score -1.2221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104157 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12221005.000000 Penalty: 3756.509766
	Iteration 91Q: 3 clusters Score -1.2221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104156 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12221002.000000 Penalty: 3756.509766
	Iteration 92Q: 3 clusters Score -1.2221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104160 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -12221005.000000 Penalty: 3756.509766
	Iteration 93Q: 3 clusters Score -1.2221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104166 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -12221021.000000 Penalty: 3756.509766
	Iteration 94Q: 3 clusters Score -1.222102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104168 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12221016.000000 Penalty: 3756.509766
	Iteration 95Q: 3 clusters Score -1.222102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104169 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12221012.000000 Penalty: 3756.509766
	Iteration 96Q: 3 clusters Score -1.222101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104170 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12221021.000000 Penalty: 3756.509766
	Iteration 97Q: 3 clusters Score -1.222102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104172 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -12221023.000000 Penalty: 3756.509766
	Iteration 98Q: 3 clusters Score -1.222102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -12221027.000000 Penalty: 3756.509766
	Iteration 99Q: 3 clusters Score -1.222103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -12221025.000000 Penalty: 3756.509766
	Iteration 100F: 3 clusters Score -1.222102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104173 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -12221024.000000 Penalty: 3756.509766
	Iteration 101Q: 3 clusters Score -1.222102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12221020.000000 Penalty: 3756.509766
	Iteration 102Q: 3 clusters Score -1.222102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104175 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -12221026.000000 Penalty: 3756.509766
	Iteration 103Q: 3 clusters Score -1.222103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104176 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12221035.000000 Penalty: 3756.509766
	Iteration 104Q: 3 clusters Score -1.222104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104179 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12221048.000000 Penalty: 3756.509766
	Iteration 105Q: 3 clusters Score -1.222105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104183 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12221050.000000 Penalty: 3756.509766
	Iteration 106Q: 3 clusters Score -1.222105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12221047.000000 Penalty: 3756.509766
	Iteration 107Q: 3 clusters Score -1.222105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104188 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12221050.000000 Penalty: 3756.509766
	Iteration 108Q: 3 clusters Score -1.222105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12221050.000000 Penalty: 3756.509766
	Iteration 109Q: 3 clusters Score -1.222105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104193 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -12221048.000000 Penalty: 3756.509766
	Iteration 110Q: 3 clusters Score -1.222105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104195 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12221055.000000 Penalty: 3756.509766
	Iteration 111Q: 3 clusters Score -1.222106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104197 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -12221046.000000 Penalty: 3756.509766
	Iteration 112Q: 3 clusters Score -1.222105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104198 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12221049.000000 Penalty: 3756.509766
	Iteration 113Q: 3 clusters Score -1.222105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12221049.000000 Penalty: 3756.509766
	Iteration 114Q: 3 clusters Score -1.222105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12221047.000000 Penalty: 3756.509766
	Iteration 115Q: 3 clusters Score -1.222105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12221047.000000 Penalty: 3756.509766
	Iteration 116F: 3 clusters Score -1.222105e+07 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: -2206637.250000 Penalty: 1601.118286
	Iteration 0F: 2 clusters Score -2206637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2193677.000000 Penalty: 3202.236572
	Iteration 0F: 3 clusters Score -2193677 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2198274.500000 Penalty: 3202.236572
	Iteration 1F: 3 clusters Score -2198274 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2198578.000000 Penalty: 3202.236572
	Iteration 2Q: 3 clusters Score -2198578 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2198864.750000 Penalty: 3202.236572
	Iteration 3Q: 3 clusters Score -2198865 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2199216.500000 Penalty: 3202.236572
	Iteration 4Q: 3 clusters Score -2199216 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2199660.500000 Penalty: 3202.236572
	Iteration 5Q: 3 clusters Score -2199660 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2200213.750000 Penalty: 3202.236572
	Iteration 6F: 3 clusters Score -2200214 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2200983.000000 Penalty: 3202.236572
	Iteration 7F: 3 clusters Score -2200983 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2201932.250000 Penalty: 3202.236572
	Iteration 8F: 3 clusters Score -2201932 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2202910.250000 Penalty: 3202.236572
	Iteration 9F: 3 clusters Score -2202910 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2203694.000000 Penalty: 3202.236572
	Iteration 10F: 3 clusters Score -2203694 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2204164.000000 Penalty: 3202.236572
	Iteration 11Q: 3 clusters Score -2204164 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2204429.750000 Penalty: 3202.236572
	Iteration 12Q: 3 clusters Score -2204430 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2204625.750000 Penalty: 3202.236572
	Iteration 13Q: 3 clusters Score -2204626 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2204750.000000 Penalty: 3202.236572
	Iteration 14Q: 3 clusters Score -2204750 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2204838.500000 Penalty: 3202.236572
	Iteration 15Q: 3 clusters Score -2204838 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2204898.000000 Penalty: 3202.236572
	Iteration 16Q: 3 clusters Score -2204898 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2204945.250000 Penalty: 3202.236572
	Iteration 17Q: 3 clusters Score -2204945 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2204972.250000 Penalty: 3202.236572
	Iteration 18Q: 3 clusters Score -2204972 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2204981.250000 Penalty: 3202.236572
	Iteration 19Q: 3 clusters Score -2204981 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2204992.750000 Penalty: 3202.236572
	Iteration 20F: 3 clusters Score -2204993 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2205000.500000 Penalty: 3202.236572
	Iteration 21Q: 3 clusters Score -2205000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2205005.500000 Penalty: 3202.236572
	Iteration 22Q: 3 clusters Score -2205006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2205005.000000 Penalty: 3202.236572
	Iteration 23Q: 3 clusters Score -2205005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2205010.750000 Penalty: 3202.236572
	Iteration 24Q: 3 clusters Score -2205011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2205008.500000 Penalty: 3202.236572
	Iteration 25Q: 3 clusters Score -2205008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2205011.250000 Penalty: 3202.236572
	Iteration 26Q: 3 clusters Score -2205011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2205013.000000 Penalty: 3202.236572
	Iteration 27Q: 3 clusters Score -2205013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2205009.750000 Penalty: 3202.236572
	Iteration 28Q: 3 clusters Score -2205010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2205008.750000 Penalty: 3202.236572
	Iteration 29Q: 3 clusters Score -2205009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2205015.750000 Penalty: 3202.236572
	Iteration 30Q: 3 clusters Score -2205016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2205010.750000 Penalty: 3202.236572
	Iteration 31Q: 3 clusters Score -2205011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2205011.750000 Penalty: 3202.236572
	Iteration 32Q: 3 clusters Score -2205012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2205016.250000 Penalty: 3202.236572
	Iteration 33Q: 3 clusters Score -2205016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2205022.750000 Penalty: 3202.236572
	Iteration 34Q: 3 clusters Score -2205023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2205021.500000 Penalty: 3202.236572
	Iteration 35Q: 3 clusters Score -2205022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2205020.750000 Penalty: 3202.236572
	Iteration 36Q: 3 clusters Score -2205021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2205015.750000 Penalty: 3202.236572
	Iteration 37Q: 3 clusters Score -2205016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2205020.500000 Penalty: 3202.236572
	Iteration 38Q: 3 clusters Score -2205020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2205017.250000 Penalty: 3202.236572
	Iteration 39Q: 3 clusters Score -2205017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2205023.500000 Penalty: 3202.236572
	Iteration 40F: 3 clusters Score -2205024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2205025.500000 Penalty: 3202.236572
	Iteration 41Q: 3 clusters Score -2205026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2205027.000000 Penalty: 3202.236572
	Iteration 42Q: 3 clusters Score -2205027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2205026.000000 Penalty: 3202.236572
	Iteration 43Q: 3 clusters Score -2205026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2205025.750000 Penalty: 3202.236572
	Iteration 44Q: 3 clusters Score -2205026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2205024.500000 Penalty: 3202.236572
	Iteration 45Q: 3 clusters Score -2205024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2205021.250000 Penalty: 3202.236572
	Iteration 46Q: 3 clusters Score -2205021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2205025.750000 Penalty: 3202.236572
	Iteration 47Q: 3 clusters Score -2205026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2205029.000000 Penalty: 3202.236572
	Iteration 48Q: 3 clusters Score -2205029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2205030.000000 Penalty: 3202.236572
	Iteration 49Q: 3 clusters Score -2205030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2205027.750000 Penalty: 3202.236572
	Iteration 50Q: 3 clusters Score -2205028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2205026.250000 Penalty: 3202.236572
	Iteration 51Q: 3 clusters Score -2205026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2205026.750000 Penalty: 3202.236572
	Iteration 52Q: 3 clusters Score -2205027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2205029.500000 Penalty: 3202.236572
	Iteration 53Q: 3 clusters Score -2205030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2205027.750000 Penalty: 3202.236572
	Iteration 54Q: 3 clusters Score -2205028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2205030.750000 Penalty: 3202.236572
	Iteration 55Q: 3 clusters Score -2205031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2205031.500000 Penalty: 3202.236572
	Iteration 56Q: 3 clusters Score -2205032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2205032.250000 Penalty: 3202.236572
	Iteration 57Q: 3 clusters Score -2205032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2205030.250000 Penalty: 3202.236572
	Iteration 58Q: 3 clusters Score -2205030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2205030.500000 Penalty: 3202.236572
	Iteration 59Q: 3 clusters Score -2205030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2205032.750000 Penalty: 3202.236572
	Iteration 60F: 3 clusters Score -2205033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2205031.000000 Penalty: 3202.236572
	Iteration 61Q: 3 clusters Score -2205031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2205033.750000 Penalty: 3202.236572
	Iteration 62Q: 3 clusters Score -2205034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2205029.750000 Penalty: 3202.236572
	Iteration 63Q: 3 clusters Score -2205030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2205035.250000 Penalty: 3202.236572
	Iteration 64Q: 3 clusters Score -2205035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2205034.750000 Penalty: 3202.236572
	Iteration 65Q: 3 clusters Score -2205035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2205042.250000 Penalty: 3202.236572
	Iteration 66Q: 3 clusters Score -2205042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2205040.250000 Penalty: 3202.236572
	Iteration 67Q: 3 clusters Score -2205040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2205041.250000 Penalty: 3202.236572
	Iteration 68Q: 3 clusters Score -2205041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2205039.750000 Penalty: 3202.236572
	Iteration 69Q: 3 clusters Score -2205040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2205041.250000 Penalty: 3202.236572
	Iteration 70Q: 3 clusters Score -2205041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2205039.250000 Penalty: 3202.236572
	Iteration 71Q: 3 clusters Score -2205039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2205038.500000 Penalty: 3202.236572
	Iteration 72Q: 3 clusters Score -2205038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2205041.750000 Penalty: 3202.236572
	Iteration 73Q: 3 clusters Score -2205042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2205041.000000 Penalty: 3202.236572
	Iteration 74Q: 3 clusters Score -2205041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2205043.750000 Penalty: 3202.236572
	Iteration 75Q: 3 clusters Score -2205044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2205041.500000 Penalty: 3202.236572
	Iteration 76Q: 3 clusters Score -2205042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2205041.250000 Penalty: 3202.236572
	Iteration 77Q: 3 clusters Score -2205041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2205041.000000 Penalty: 3202.236572
	Iteration 78Q: 3 clusters Score -2205041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2205041.250000 Penalty: 3202.236572
	Iteration 79Q: 3 clusters Score -2205041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2205043.000000 Penalty: 3202.236572
	Iteration 80F: 3 clusters Score -2205043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2205042.250000 Penalty: 3202.236572
	Iteration 81Q: 3 clusters Score -2205042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2205040.750000 Penalty: 3202.236572
	Iteration 82Q: 3 clusters Score -2205041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2205042.000000 Penalty: 3202.236572
	Iteration 83Q: 3 clusters Score -2205042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2205042.750000 Penalty: 3202.236572
	Iteration 84Q: 3 clusters Score -2205043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2205042.250000 Penalty: 3202.236572
	Iteration 85Q: 3 clusters Score -2205042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2205041.750000 Penalty: 3202.236572
	Iteration 86Q: 3 clusters Score -2205042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2205041.750000 Penalty: 3202.236572
	Iteration 87F: 3 clusters Score -2205042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -304648.531250 Penalty: 1279.645142
	Iteration 0F: 2 clusters Score -304648.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -302096.500000 Penalty: 2559.290283
	Iteration 0F: 3 clusters Score -302096.5 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -302675.781250 Penalty: 2559.290283
	Iteration 1F: 3 clusters Score -302675.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -302826.343750 Penalty: 2559.290283
	Iteration 2F: 3 clusters Score -302826.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -302901.406250 Penalty: 2559.290283
	Iteration 3F: 3 clusters Score -302901.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -302958.906250 Penalty: 2559.290283
	Iteration 4Q: 3 clusters Score -302958.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -303000.781250 Penalty: 2559.290283
	Iteration 5Q: 3 clusters Score -303000.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -303033.062500 Penalty: 2559.290283
	Iteration 6Q: 3 clusters Score -303033.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -303056.937500 Penalty: 2559.290283
	Iteration 7Q: 3 clusters Score -303056.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -303072.406250 Penalty: 2559.290283
	Iteration 8Q: 3 clusters Score -303072.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -303085.000000 Penalty: 2559.290283
	Iteration 9Q: 3 clusters Score -303085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -303096.437500 Penalty: 2559.290283
	Iteration 10Q: 3 clusters Score -303096.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -303106.843750 Penalty: 2559.290283
	Iteration 11Q: 3 clusters Score -303106.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -303116.312500 Penalty: 2559.290283
	Iteration 12Q: 3 clusters Score -303116.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -303127.687500 Penalty: 2559.290283
	Iteration 13Q: 3 clusters Score -303127.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -303136.187500 Penalty: 2559.290283
	Iteration 14Q: 3 clusters Score -303136.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -303144.312500 Penalty: 2559.290283
	Iteration 15Q: 3 clusters Score -303144.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -303156.156250 Penalty: 2559.290283
	Iteration 16Q: 3 clusters Score -303156.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -303172.812500 Penalty: 2559.290283
	Iteration 17Q: 3 clusters Score -303172.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -303192.031250 Penalty: 2559.290283
	Iteration 18Q: 3 clusters Score -303192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -303213.593750 Penalty: 2559.290283
	Iteration 19Q: 3 clusters Score -303213.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -303230.750000 Penalty: 2559.290283
	Iteration 20F: 3 clusters Score -303230.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -303247.718750 Penalty: 2559.290283
	Iteration 21Q: 3 clusters Score -303247.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -303269.062500 Penalty: 2559.290283
	Iteration 22Q: 3 clusters Score -303269.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -303290.718750 Penalty: 2559.290283
	Iteration 23Q: 3 clusters Score -303290.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -303310.437500 Penalty: 2559.290283
	Iteration 24Q: 3 clusters Score -303310.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -303324.375000 Penalty: 2559.290283
	Iteration 25Q: 3 clusters Score -303324.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -303337.156250 Penalty: 2559.290283
	Iteration 26Q: 3 clusters Score -303337.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -303350.062500 Penalty: 2559.290283
	Iteration 27Q: 3 clusters Score -303350.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -303364.250000 Penalty: 2559.290283
	Iteration 28Q: 3 clusters Score -303364.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -303371.718750 Penalty: 2559.290283
	Iteration 29Q: 3 clusters Score -303371.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -303376.812500 Penalty: 2559.290283
	Iteration 30Q: 3 clusters Score -303376.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -303383.625000 Penalty: 2559.290283
	Iteration 31Q: 3 clusters Score -303383.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -303391.031250 Penalty: 2559.290283
	Iteration 32Q: 3 clusters Score -303391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -303399.531250 Penalty: 2559.290283
	Iteration 33Q: 3 clusters Score -303399.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -303403.281250 Penalty: 2559.290283
	Iteration 34Q: 3 clusters Score -303403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -303404.937500 Penalty: 2559.290283
	Iteration 35Q: 3 clusters Score -303404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -303408.437500 Penalty: 2559.290283
	Iteration 36Q: 3 clusters Score -303408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -303411.156250 Penalty: 2559.290283
	Iteration 37Q: 3 clusters Score -303411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -303411.625000 Penalty: 2559.290283
	Iteration 38Q: 3 clusters Score -303411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -303413.281250 Penalty: 2559.290283
	Iteration 39Q: 3 clusters Score -303413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -303414.593750 Penalty: 2559.290283
	Iteration 40F: 3 clusters Score -303414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -303419.687500 Penalty: 2559.290283
	Iteration 41Q: 3 clusters Score -303419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -303422.375000 Penalty: 2559.290283
	Iteration 42Q: 3 clusters Score -303422.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -303426.437500 Penalty: 2559.290283
	Iteration 43Q: 3 clusters Score -303426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -303427.562500 Penalty: 2559.290283
	Iteration 44Q: 3 clusters Score -303427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -303428.375000 Penalty: 2559.290283
	Iteration 45Q: 3 clusters Score -303428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -303429.812500 Penalty: 2559.290283
	Iteration 46Q: 3 clusters Score -303429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -303435.031250 Penalty: 2559.290283
	Iteration 47Q: 3 clusters Score -303435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -303438.437500 Penalty: 2559.290283
	Iteration 48Q: 3 clusters Score -303438.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -303443.187500 Penalty: 2559.290283
	Iteration 49Q: 3 clusters Score -303443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -303446.437500 Penalty: 2559.290283
	Iteration 50Q: 3 clusters Score -303446.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -303452.656250 Penalty: 2559.290283
	Iteration 51Q: 3 clusters Score -303452.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -303458.687500 Penalty: 2559.290283
	Iteration 52Q: 3 clusters Score -303458.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -303466.312500 Penalty: 2559.290283
	Iteration 53Q: 3 clusters Score -303466.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -303473.625000 Penalty: 2559.290283
	Iteration 54Q: 3 clusters Score -303473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -303477.656250 Penalty: 2559.290283
	Iteration 55Q: 3 clusters Score -303477.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -303483.375000 Penalty: 2559.290283
	Iteration 56Q: 3 clusters Score -303483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -303489.468750 Penalty: 2559.290283
	Iteration 57Q: 3 clusters Score -303489.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -303495.625000 Penalty: 2559.290283
	Iteration 58Q: 3 clusters Score -303495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -303497.031250 Penalty: 2559.290283
	Iteration 59Q: 3 clusters Score -303497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -303500.593750 Penalty: 2559.290283
	Iteration 60F: 3 clusters Score -303500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -303503.250000 Penalty: 2559.290283
	Iteration 61Q: 3 clusters Score -303503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -303509.125000 Penalty: 2559.290283
	Iteration 62Q: 3 clusters Score -303509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -303514.437500 Penalty: 2559.290283
	Iteration 63Q: 3 clusters Score -303514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -303516.312500 Penalty: 2559.290283
	Iteration 64Q: 3 clusters Score -303516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -303517.750000 Penalty: 2559.290283
	Iteration 65Q: 3 clusters Score -303517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -303517.687500 Penalty: 2559.290283
	Iteration 66Q: 3 clusters Score -303517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -303517.687500 Penalty: 2559.290283
	Iteration 67F: 3 clusters Score -303517.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -41019.984375 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -41019.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40132.757812 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -40132.76 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40417.855469 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -40417.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40591.949219 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -40591.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40691.191406 Penalty: 1956.042847
	Iteration 3F: 3 clusters Score -40691.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40753.519531 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -40753.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40793.148438 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -40793.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40814.535156 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -40814.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40821.949219 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -40821.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40829.476562 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -40829.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40849.347656 Penalty: 1956.042847
	Iteration 9Q: 3 clusters Score -40849.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40858.636719 Penalty: 1956.042847
	Iteration 10Q: 3 clusters Score -40858.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40865.121094 Penalty: 1956.042847
	Iteration 11Q: 3 clusters Score -40865.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40873.375000 Penalty: 1956.042847
	Iteration 12Q: 3 clusters Score -40873.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40873.375000 Penalty: 1956.042847
	Iteration 13F: 3 clusters Score -40873.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66711 members 
Entering Unmasked Estep 
Score: -7772661.000000 Penalty: 1805.070312
	Iteration 0F: 2 clusters Score -7772661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -7728286.500000 Penalty: 3610.140625
	Iteration 0F: 3 clusters Score -7728286 nChanged 31702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -7746719.500000 Penalty: 3610.140625
	Iteration 1F: 3 clusters Score -7746720 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -7747907.000000 Penalty: 3610.140625
	Iteration 2Q: 3 clusters Score -7747907 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -7749445.000000 Penalty: 3610.140625
	Iteration 3Q: 3 clusters Score -7749445 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -7751637.500000 Penalty: 3610.140625
	Iteration 4F: 3 clusters Score -7751638 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -7754635.000000 Penalty: 3610.140625
	Iteration 5F: 3 clusters Score -7754635 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -7758250.000000 Penalty: 3610.140625
	Iteration 6F: 3 clusters Score -7758250 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -7761527.000000 Penalty: 3610.140625
	Iteration 7F: 3 clusters Score -7761527 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -7763656.500000 Penalty: 3610.140625
	Iteration 8Q: 3 clusters Score -7763656 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -7764713.500000 Penalty: 3610.140625
	Iteration 9Q: 3 clusters Score -7764714 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -7765227.000000 Penalty: 3610.140625
	Iteration 10Q: 3 clusters Score -7765227 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -7765659.500000 Penalty: 3610.140625
	Iteration 11Q: 3 clusters Score -7765660 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -7766105.000000 Penalty: 3610.140625
	Iteration 12Q: 3 clusters Score -7766105 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -7766503.500000 Penalty: 3610.140625
	Iteration 13Q: 3 clusters Score -7766504 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -7766901.500000 Penalty: 3610.140625
	Iteration 14Q: 3 clusters Score -7766902 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -7767296.500000 Penalty: 3610.140625
	Iteration 15Q: 3 clusters Score -7767296 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -7767660.500000 Penalty: 3610.140625
	Iteration 16Q: 3 clusters Score -7767660 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -7768041.500000 Penalty: 3610.140625
	Iteration 17Q: 3 clusters Score -7768042 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -7768382.000000 Penalty: 3610.140625
	Iteration 18Q: 3 clusters Score -7768382 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -7768700.000000 Penalty: 3610.140625
	Iteration 19Q: 3 clusters Score -7768700 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -7769048.500000 Penalty: 3610.140625
	Iteration 20F: 3 clusters Score -7769048 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -7769353.500000 Penalty: 3610.140625
	Iteration 21Q: 3 clusters Score -7769354 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -7769678.500000 Penalty: 3610.140625
	Iteration 22Q: 3 clusters Score -7769678 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -7769950.500000 Penalty: 3610.140625
	Iteration 23Q: 3 clusters Score -7769950 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -7770153.500000 Penalty: 3610.140625
	Iteration 24Q: 3 clusters Score -7770154 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -7770348.000000 Penalty: 3610.140625
	Iteration 25Q: 3 clusters Score -7770348 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -7770489.500000 Penalty: 3610.140625
	Iteration 26Q: 3 clusters Score -7770490 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -7770600.500000 Penalty: 3610.140625
	Iteration 27Q: 3 clusters Score -7770600 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -7770703.500000 Penalty: 3610.140625
	Iteration 28Q: 3 clusters Score -7770704 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -7770867.500000 Penalty: 3610.140625
	Iteration 29Q: 3 clusters Score -7770868 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -7770963.500000 Penalty: 3610.140625
	Iteration 30Q: 3 clusters Score -7770964 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -7771037.000000 Penalty: 3610.140625
	Iteration 31Q: 3 clusters Score -7771037 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -7771100.000000 Penalty: 3610.140625
	Iteration 32Q: 3 clusters Score -7771100 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -7771142.500000 Penalty: 3610.140625
	Iteration 33Q: 3 clusters Score -7771142 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -7771157.000000 Penalty: 3610.140625
	Iteration 34Q: 3 clusters Score -7771157 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -7771188.500000 Penalty: 3610.140625
	Iteration 35Q: 3 clusters Score -7771188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -7771208.500000 Penalty: 3610.140625
	Iteration 36Q: 3 clusters Score -7771208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -7771236.000000 Penalty: 3610.140625
	Iteration 37Q: 3 clusters Score -7771236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -7771254.500000 Penalty: 3610.140625
	Iteration 38Q: 3 clusters Score -7771254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -7771253.000000 Penalty: 3610.140625
	Iteration 39Q: 3 clusters Score -7771253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 65732 members 
Entering Unmasked Estep 
Score: -7771249.500000 Penalty: 3610.140625
	Iteration 40F: 3 clusters Score -7771250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -7771252.500000 Penalty: 3610.140625
	Iteration 41Q: 3 clusters Score -7771252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -7771255.000000 Penalty: 3610.140625
	Iteration 42Q: 3 clusters Score -7771255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -7771261.000000 Penalty: 3610.140625
	Iteration 43Q: 3 clusters Score -7771261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -7771266.000000 Penalty: 3610.140625
	Iteration 44Q: 3 clusters Score -7771266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -7771267.000000 Penalty: 3610.140625
	Iteration 45Q: 3 clusters Score -7771267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -7771269.000000 Penalty: 3610.140625
	Iteration 46Q: 3 clusters Score -7771269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -7771268.000000 Penalty: 3610.140625
	Iteration 47Q: 3 clusters Score -7771268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -7771270.000000 Penalty: 3610.140625
	Iteration 48Q: 3 clusters Score -7771270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -7771266.500000 Penalty: 3610.140625
	Iteration 49Q: 3 clusters Score -7771266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -7771261.500000 Penalty: 3610.140625
	Iteration 50Q: 3 clusters Score -7771262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -7771263.000000 Penalty: 3610.140625
	Iteration 51Q: 3 clusters Score -7771263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -7771272.500000 Penalty: 3610.140625
	Iteration 52Q: 3 clusters Score -7771272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -7771273.500000 Penalty: 3610.140625
	Iteration 53Q: 3 clusters Score -7771274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -7771268.000000 Penalty: 3610.140625
	Iteration 54Q: 3 clusters Score -7771268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -7771269.500000 Penalty: 3610.140625
	Iteration 55Q: 3 clusters Score -7771270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -7771271.000000 Penalty: 3610.140625
	Iteration 56Q: 3 clusters Score -7771271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -7771269.000000 Penalty: 3610.140625
	Iteration 57Q: 3 clusters Score -7771269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -7771274.500000 Penalty: 3610.140625
	Iteration 58Q: 3 clusters Score -7771274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -7771272.500000 Penalty: 3610.140625
	Iteration 59Q: 3 clusters Score -7771272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -7771269.500000 Penalty: 3610.140625
	Iteration 60F: 3 clusters Score -7771270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (108598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Entering Unmasked Estep 
Score: -12696893.000000 Penalty: 1884.253906
	Iteration 0F: 2 clusters Score -1.269689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -12628195.000000 Penalty: 3768.507812
	Iteration 0F: 3 clusters Score -1.26282e+07 nChanged 52149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -12658519.000000 Penalty: 3768.507812
	Iteration 1F: 3 clusters Score -1.265852e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -12659196.000000 Penalty: 3768.507812
	Iteration 2Q: 3 clusters Score -1.26592e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -12660057.000000 Penalty: 3768.507812
	Iteration 3Q: 3 clusters Score -1.266006e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -12661172.000000 Penalty: 3768.507812
	Iteration 4Q: 3 clusters Score -1.266117e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -12662898.000000 Penalty: 3768.507812
	Iteration 5Q: 3 clusters Score -1.26629e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -12665719.000000 Penalty: 3768.507812
	Iteration 6F: 3 clusters Score -1.266572e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -12669882.000000 Penalty: 3768.507812
	Iteration 7F: 3 clusters Score -1.266988e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -12675661.000000 Penalty: 3768.507812
	Iteration 8F: 3 clusters Score -1.267566e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -12682386.000000 Penalty: 3768.507812
	Iteration 9F: 3 clusters Score -1.268239e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -12687264.000000 Penalty: 3768.507812
	Iteration 10F: 3 clusters Score -1.268726e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -12689294.000000 Penalty: 3768.507812
	Iteration 11Q: 3 clusters Score -1.268929e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -12690112.000000 Penalty: 3768.507812
	Iteration 12Q: 3 clusters Score -1.269011e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -12690731.000000 Penalty: 3768.507812
	Iteration 13Q: 3 clusters Score -1.269073e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -12691308.000000 Penalty: 3768.507812
	Iteration 14Q: 3 clusters Score -1.269131e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
Score: -12691614.000000 Penalty: 3768.507812
	Iteration 15Q: 3 clusters Score -1.269161e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -12691863.000000 Penalty: 3768.507812
	Iteration 16Q: 3 clusters Score -1.269186e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -12692188.000000 Penalty: 3768.507812
	Iteration 17Q: 3 clusters Score -1.269219e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -12692350.000000 Penalty: 3768.507812
	Iteration 18Q: 3 clusters Score -1.269235e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -12692610.000000 Penalty: 3768.507812
	Iteration 19Q: 3 clusters Score -1.269261e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -12692836.000000 Penalty: 3768.507812
	Iteration 20F: 3 clusters Score -1.269284e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -12692968.000000 Penalty: 3768.507812
	Iteration 21Q: 3 clusters Score -1.269297e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -12693075.000000 Penalty: 3768.507812
	Iteration 22Q: 3 clusters Score -1.269308e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -12693175.000000 Penalty: 3768.507812
	Iteration 23Q: 3 clusters Score -1.269318e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 89150 members 
Entering Unmasked Estep 
Score: -12693305.000000 Penalty: 3768.507812
	Iteration 24Q: 3 clusters Score -1.26933e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -12693368.000000 Penalty: 3768.507812
	Iteration 25Q: 3 clusters Score -1.269337e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -12693491.000000 Penalty: 3768.507812
	Iteration 26Q: 3 clusters Score -1.269349e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 92454 members 
Entering Unmasked Estep 
Score: -12693540.000000 Penalty: 3768.507812
	Iteration 27Q: 3 clusters Score -1.269354e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -12693652.000000 Penalty: 3768.507812
	Iteration 28Q: 3 clusters Score -1.269365e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -12693759.000000 Penalty: 3768.507812
	Iteration 29Q: 3 clusters Score -1.269376e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -12693822.000000 Penalty: 3768.507812
	Iteration 30Q: 3 clusters Score -1.269382e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 96513 members 
Entering Unmasked Estep 
Score: -12693932.000000 Penalty: 3768.507812
	Iteration 31Q: 3 clusters Score -1.269393e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -12694001.000000 Penalty: 3768.507812
	Iteration 32Q: 3 clusters Score -1.2694e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
Score: -12694039.000000 Penalty: 3768.507812
	Iteration 33Q: 3 clusters Score -1.269404e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 98895 members 
Entering Unmasked Estep 
Score: -12694177.000000 Penalty: 3768.507812
	Iteration 34Q: 3 clusters Score -1.269418e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
Score: -12694189.000000 Penalty: 3768.507812
	Iteration 35Q: 3 clusters Score -1.269419e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 100178 members 
Entering Unmasked Estep 
Score: -12694246.000000 Penalty: 3768.507812
	Iteration 36Q: 3 clusters Score -1.269425e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -12694366.000000 Penalty: 3768.507812
	Iteration 37Q: 3 clusters Score -1.269437e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -12694535.000000 Penalty: 3768.507812
	Iteration 38Q: 3 clusters Score -1.269454e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -12694693.000000 Penalty: 3768.507812
	Iteration 39Q: 3 clusters Score -1.269469e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 102232 members 
Entering Unmasked Estep 
Score: -12694738.000000 Penalty: 3768.507812
	Iteration 40F: 3 clusters Score -1.269474e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 102653 members 
Entering Unmasked Estep 
Score: -12694819.000000 Penalty: 3768.507812
	Iteration 41Q: 3 clusters Score -1.269482e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 103033 members 
Entering Unmasked Estep 
Score: -12694883.000000 Penalty: 3768.507812
	Iteration 42Q: 3 clusters Score -1.269488e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -12694972.000000 Penalty: 3768.507812
	Iteration 43Q: 3 clusters Score -1.269497e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 103684 members 
Entering Unmasked Estep 
Score: -12695031.000000 Penalty: 3768.507812
	Iteration 44Q: 3 clusters Score -1.269503e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -12695080.000000 Penalty: 3768.507812
	Iteration 45Q: 3 clusters Score -1.269508e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -12695097.000000 Penalty: 3768.507812
	Iteration 46Q: 3 clusters Score -1.26951e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -12695107.000000 Penalty: 3768.507812
	Iteration 47Q: 3 clusters Score -1.269511e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 104617 members 
Entering Unmasked Estep 
Score: -12695142.000000 Penalty: 3768.507812
	Iteration 48Q: 3 clusters Score -1.269514e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 104822 members 
Entering Unmasked Estep 
Score: -12695131.000000 Penalty: 3768.507812
	Iteration 49Q: 3 clusters Score -1.269513e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -12695174.000000 Penalty: 3768.507812
	Iteration 50Q: 3 clusters Score -1.269517e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 105161 members 
Entering Unmasked Estep 
Score: -12695228.000000 Penalty: 3768.507812
	Iteration 51Q: 3 clusters Score -1.269523e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -12695237.000000 Penalty: 3768.507812
	Iteration 52Q: 3 clusters Score -1.269524e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 105452 members 
Entering Unmasked Estep 
Score: -12695237.000000 Penalty: 3768.507812
	Iteration 53Q: 3 clusters Score -1.269524e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 105594 members 
Entering Unmasked Estep 
Score: -12695267.000000 Penalty: 3768.507812
	Iteration 54Q: 3 clusters Score -1.269527e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -12695291.000000 Penalty: 3768.507812
	Iteration 55Q: 3 clusters Score -1.269529e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -12695311.000000 Penalty: 3768.507812
	Iteration 56Q: 3 clusters Score -1.269531e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 105918 members 
Entering Unmasked Estep 
Score: -12695315.000000 Penalty: 3768.507812
	Iteration 57Q: 3 clusters Score -1.269532e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -12695298.000000 Penalty: 3768.507812
	Iteration 58Q: 3 clusters Score -1.26953e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 106089 members 
Entering Unmasked Estep 
Score: -12695298.000000 Penalty: 3768.507812
	Iteration 59Q: 3 clusters Score -1.26953e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 106168 members 
Entering Unmasked Estep 
Score: -12695308.000000 Penalty: 3768.507812
	Iteration 60F: 3 clusters Score -1.269531e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 106257 members 
Entering Unmasked Estep 
Score: -12695340.000000 Penalty: 3768.507812
	Iteration 61Q: 3 clusters Score -1.269534e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 106341 members 
Entering Unmasked Estep 
Score: -12695359.000000 Penalty: 3768.507812
	Iteration 62Q: 3 clusters Score -1.269536e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 106423 members 
Entering Unmasked Estep 
Score: -12695391.000000 Penalty: 3768.507812
	Iteration 63Q: 3 clusters Score -1.269539e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -12695413.000000 Penalty: 3768.507812
	Iteration 64Q: 3 clusters Score -1.269541e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 106588 members 
Entering Unmasked Estep 
Score: -12695445.000000 Penalty: 3768.507812
	Iteration 65Q: 3 clusters Score -1.269544e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 106663 members 
Entering Unmasked Estep 
Score: -12695426.000000 Penalty: 3768.507812
	Iteration 66Q: 3 clusters Score -1.269543e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -12695468.000000 Penalty: 3768.507812
	Iteration 67Q: 3 clusters Score -1.269547e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 106809 members 
Entering Unmasked Estep 
Score: -12695434.000000 Penalty: 3768.507812
	Iteration 68Q: 3 clusters Score -1.269543e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -12695433.000000 Penalty: 3768.507812
	Iteration 69Q: 3 clusters Score -1.269543e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -12695460.000000 Penalty: 3768.507812
	Iteration 70Q: 3 clusters Score -1.269546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 106996 members 
Entering Unmasked Estep 
Score: -12695465.000000 Penalty: 3768.507812
	Iteration 71Q: 3 clusters Score -1.269546e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 107065 members 
Entering Unmasked Estep 
Score: -12695477.000000 Penalty: 3768.507812
	Iteration 72Q: 3 clusters Score -1.269548e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 107134 members 
Entering Unmasked Estep 
Score: -12695488.000000 Penalty: 3768.507812
	Iteration 73Q: 3 clusters Score -1.269549e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 107188 members 
Entering Unmasked Estep 
Score: -12695500.000000 Penalty: 3768.507812
	Iteration 74Q: 3 clusters Score -1.26955e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 107235 members 
Entering Unmasked Estep 
Score: -12695530.000000 Penalty: 3768.507812
	Iteration 75Q: 3 clusters Score -1.269553e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 107279 members 
Entering Unmasked Estep 
Score: -12695515.000000 Penalty: 3768.507812
	Iteration 76Q: 3 clusters Score -1.269552e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 107320 members 
Entering Unmasked Estep 
Score: -12695522.000000 Penalty: 3768.507812
	Iteration 77Q: 3 clusters Score -1.269552e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -12695522.000000 Penalty: 3768.507812
	Iteration 78Q: 3 clusters Score -1.269552e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 107396 members 
Entering Unmasked Estep 
Score: -12695523.000000 Penalty: 3768.507812
	Iteration 79Q: 3 clusters Score -1.269552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
Score: -12695534.000000 Penalty: 3768.507812
	Iteration 80F: 3 clusters Score -1.269553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -12695538.000000 Penalty: 3768.507812
	Iteration 81Q: 3 clusters Score -1.269554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 107492 members 
Entering Unmasked Estep 
Score: -12695520.000000 Penalty: 3768.507812
	Iteration 82Q: 3 clusters Score -1.269552e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 107521 members 
Entering Unmasked Estep 
Score: -12695521.000000 Penalty: 3768.507812
	Iteration 83Q: 3 clusters Score -1.269552e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 107540 members 
Entering Unmasked Estep 
Score: -12695529.000000 Penalty: 3768.507812
	Iteration 84Q: 3 clusters Score -1.269553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 107564 members 
Entering Unmasked Estep 
Score: -12695524.000000 Penalty: 3768.507812
	Iteration 85Q: 3 clusters Score -1.269552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
Score: -12695523.000000 Penalty: 3768.507812
	Iteration 86Q: 3 clusters Score -1.269552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -12695536.000000 Penalty: 3768.507812
	Iteration 87Q: 3 clusters Score -1.269554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -12695545.000000 Penalty: 3768.507812
	Iteration 88Q: 3 clusters Score -1.269554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -12695546.000000 Penalty: 3768.507812
	Iteration 89Q: 3 clusters Score -1.269555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -12695548.000000 Penalty: 3768.507812
	Iteration 90Q: 3 clusters Score -1.269555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
Score: -12695539.000000 Penalty: 3768.507812
	Iteration 91Q: 3 clusters Score -1.269554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
Score: -12695546.000000 Penalty: 3768.507812
	Iteration 92Q: 3 clusters Score -1.269555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 107670 members 
Entering Unmasked Estep 
Score: -12695562.000000 Penalty: 3768.507812
	Iteration 93Q: 3 clusters Score -1.269556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -12695555.000000 Penalty: 3768.507812
	Iteration 94Q: 3 clusters Score -1.269556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -12695551.000000 Penalty: 3768.507812
	Iteration 95Q: 3 clusters Score -1.269555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 107681 members 
Entering Unmasked Estep 
Score: -12695553.000000 Penalty: 3768.507812
	Iteration 96Q: 3 clusters Score -1.269555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -12695548.000000 Penalty: 3768.507812
	Iteration 97Q: 3 clusters Score -1.269555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -12695554.000000 Penalty: 3768.507812
	Iteration 98Q: 3 clusters Score -1.269555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 107693 members 
Entering Unmasked Estep 
Score: -12695548.000000 Penalty: 3768.507812
	Iteration 99Q: 3 clusters Score -1.269555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 107696 members 
Entering Unmasked Estep 
Score: -12695547.000000 Penalty: 3768.507812
	Iteration 100F: 3 clusters Score -1.269555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -12695543.000000 Penalty: 3768.507812
	Iteration 101Q: 3 clusters Score -1.269554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -12695544.000000 Penalty: 3768.507812
	Iteration 102Q: 3 clusters Score -1.269554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -12695544.000000 Penalty: 3768.507812
	Iteration 103F: 3 clusters Score -1.269554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Entering Unmasked Estep 
Score: -1445554.500000 Penalty: 1531.845459
	Iteration 0F: 2 clusters Score -1445554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1436875.375000 Penalty: 3063.690918
	Iteration 0F: 3 clusters Score -1436875 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1440042.500000 Penalty: 3063.690918
	Iteration 1F: 3 clusters Score -1440042 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1440506.625000 Penalty: 3063.690918
	Iteration 2F: 3 clusters Score -1440507 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1440851.750000 Penalty: 3063.690918
	Iteration 3F: 3 clusters Score -1440852 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1441163.250000 Penalty: 3063.690918
	Iteration 4F: 3 clusters Score -1441163 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1441425.250000 Penalty: 3063.690918
	Iteration 5Q: 3 clusters Score -1441425 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1441656.500000 Penalty: 3063.690918
	Iteration 6Q: 3 clusters Score -1441656 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1441867.375000 Penalty: 3063.690918
	Iteration 7Q: 3 clusters Score -1441867 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1442041.250000 Penalty: 3063.690918
	Iteration 8Q: 3 clusters Score -1442041 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1442172.000000 Penalty: 3063.690918
	Iteration 9Q: 3 clusters Score -1442172 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1442279.250000 Penalty: 3063.690918
	Iteration 10Q: 3 clusters Score -1442279 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1442364.500000 Penalty: 3063.690918
	Iteration 11Q: 3 clusters Score -1442364 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1442440.500000 Penalty: 3063.690918
	Iteration 12Q: 3 clusters Score -1442440 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1442515.625000 Penalty: 3063.690918
	Iteration 13Q: 3 clusters Score -1442516 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1442591.250000 Penalty: 3063.690918
	Iteration 14Q: 3 clusters Score -1442591 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1442684.250000 Penalty: 3063.690918
	Iteration 15Q: 3 clusters Score -1442684 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1442777.625000 Penalty: 3063.690918
	Iteration 16Q: 3 clusters Score -1442778 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1442847.500000 Penalty: 3063.690918
	Iteration 17Q: 3 clusters Score -1442848 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1442921.500000 Penalty: 3063.690918
	Iteration 18Q: 3 clusters Score -1442922 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1442990.250000 Penalty: 3063.690918
	Iteration 19Q: 3 clusters Score -1442990 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1443061.125000 Penalty: 3063.690918
	Iteration 20F: 3 clusters Score -1443061 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1443128.750000 Penalty: 3063.690918
	Iteration 21Q: 3 clusters Score -1443129 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1443181.625000 Penalty: 3063.690918
	Iteration 22Q: 3 clusters Score -1443182 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1443238.000000 Penalty: 3063.690918
	Iteration 23Q: 3 clusters Score -1443238 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1443292.625000 Penalty: 3063.690918
	Iteration 24Q: 3 clusters Score -1443293 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1443352.250000 Penalty: 3063.690918
	Iteration 25Q: 3 clusters Score -1443352 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1443392.625000 Penalty: 3063.690918
	Iteration 26Q: 3 clusters Score -1443393 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1443439.500000 Penalty: 3063.690918
	Iteration 27Q: 3 clusters Score -1443440 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1443480.625000 Penalty: 3063.690918
	Iteration 28Q: 3 clusters Score -1443481 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1443522.750000 Penalty: 3063.690918
	Iteration 29Q: 3 clusters Score -1443523 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1443560.125000 Penalty: 3063.690918
	Iteration 30Q: 3 clusters Score -1443560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1443588.000000 Penalty: 3063.690918
	Iteration 31Q: 3 clusters Score -1443588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1443625.625000 Penalty: 3063.690918
	Iteration 32Q: 3 clusters Score -1443626 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1443664.000000 Penalty: 3063.690918
	Iteration 33Q: 3 clusters Score -1443664 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1443703.000000 Penalty: 3063.690918
	Iteration 34Q: 3 clusters Score -1443703 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1443744.500000 Penalty: 3063.690918
	Iteration 35Q: 3 clusters Score -1443744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1443779.125000 Penalty: 3063.690918
	Iteration 36Q: 3 clusters Score -1443779 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1443810.000000 Penalty: 3063.690918
	Iteration 37Q: 3 clusters Score -1443810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1443841.375000 Penalty: 3063.690918
	Iteration 38Q: 3 clusters Score -1443841 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1443868.375000 Penalty: 3063.690918
	Iteration 39Q: 3 clusters Score -1443868 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1443891.875000 Penalty: 3063.690918
	Iteration 40F: 3 clusters Score -1443892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1443918.000000 Penalty: 3063.690918
	Iteration 41Q: 3 clusters Score -1443918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1443938.375000 Penalty: 3063.690918
	Iteration 42Q: 3 clusters Score -1443938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1443967.125000 Penalty: 3063.690918
	Iteration 43Q: 3 clusters Score -1443967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1443998.125000 Penalty: 3063.690918
	Iteration 44Q: 3 clusters Score -1443998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1444016.375000 Penalty: 3063.690918
	Iteration 45Q: 3 clusters Score -1444016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1444037.750000 Penalty: 3063.690918
	Iteration 46Q: 3 clusters Score -1444038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1444058.125000 Penalty: 3063.690918
	Iteration 47Q: 3 clusters Score -1444058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1444073.375000 Penalty: 3063.690918
	Iteration 48Q: 3 clusters Score -1444073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1444080.125000 Penalty: 3063.690918
	Iteration 49Q: 3 clusters Score -1444080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1444086.375000 Penalty: 3063.690918
	Iteration 50Q: 3 clusters Score -1444086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1444094.000000 Penalty: 3063.690918
	Iteration 51Q: 3 clusters Score -1444094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1444102.875000 Penalty: 3063.690918
	Iteration 52Q: 3 clusters Score -1444103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1444115.125000 Penalty: 3063.690918
	Iteration 53Q: 3 clusters Score -1444115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1444134.000000 Penalty: 3063.690918
	Iteration 54Q: 3 clusters Score -1444134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1444144.250000 Penalty: 3063.690918
	Iteration 55Q: 3 clusters Score -1444144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1444159.000000 Penalty: 3063.690918
	Iteration 56Q: 3 clusters Score -1444159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1444166.375000 Penalty: 3063.690918
	Iteration 57Q: 3 clusters Score -1444166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1444178.250000 Penalty: 3063.690918
	Iteration 58Q: 3 clusters Score -1444178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1444184.125000 Penalty: 3063.690918
	Iteration 59Q: 3 clusters Score -1444184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1444187.125000 Penalty: 3063.690918
	Iteration 60F: 3 clusters Score -1444187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1444198.625000 Penalty: 3063.690918
	Iteration 61Q: 3 clusters Score -1444199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1444200.625000 Penalty: 3063.690918
	Iteration 62Q: 3 clusters Score -1444201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1444199.875000 Penalty: 3063.690918
	Iteration 63Q: 3 clusters Score -1444200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1444202.250000 Penalty: 3063.690918
	Iteration 64Q: 3 clusters Score -1444202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1444202.125000 Penalty: 3063.690918
	Iteration 65Q: 3 clusters Score -1444202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1444204.250000 Penalty: 3063.690918
	Iteration 66Q: 3 clusters Score -1444204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1444204.875000 Penalty: 3063.690918
	Iteration 67Q: 3 clusters Score -1444205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1444210.000000 Penalty: 3063.690918
	Iteration 68Q: 3 clusters Score -1444210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1444214.500000 Penalty: 3063.690918
	Iteration 69Q: 3 clusters Score -1444214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1444221.125000 Penalty: 3063.690918
	Iteration 70Q: 3 clusters Score -1444221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1444223.250000 Penalty: 3063.690918
	Iteration 71Q: 3 clusters Score -1444223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1444230.000000 Penalty: 3063.690918
	Iteration 72Q: 3 clusters Score -1444230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1444234.125000 Penalty: 3063.690918
	Iteration 73Q: 3 clusters Score -1444234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1444241.250000 Penalty: 3063.690918
	Iteration 74Q: 3 clusters Score -1444241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1444244.875000 Penalty: 3063.690918
	Iteration 75Q: 3 clusters Score -1444245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1444248.625000 Penalty: 3063.690918
	Iteration 76Q: 3 clusters Score -1444249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1444251.750000 Penalty: 3063.690918
	Iteration 77Q: 3 clusters Score -1444252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1444253.125000 Penalty: 3063.690918
	Iteration 78Q: 3 clusters Score -1444253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1444257.375000 Penalty: 3063.690918
	Iteration 79Q: 3 clusters Score -1444257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1444257.125000 Penalty: 3063.690918
	Iteration 80F: 3 clusters Score -1444257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1444258.000000 Penalty: 3063.690918
	Iteration 81Q: 3 clusters Score -1444258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1444257.500000 Penalty: 3063.690918
	Iteration 82Q: 3 clusters Score -1444258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1444258.000000 Penalty: 3063.690918
	Iteration 83Q: 3 clusters Score -1444258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1444258.125000 Penalty: 3063.690918
	Iteration 84Q: 3 clusters Score -1444258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1444258.500000 Penalty: 3063.690918
	Iteration 85Q: 3 clusters Score -1444258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1444256.375000 Penalty: 3063.690918
	Iteration 86Q: 3 clusters Score -1444256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1444256.375000 Penalty: 3063.690918
	Iteration 87F: 3 clusters Score -1444256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (111833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111833 members 
Entering Unmasked Estep 
Score: -13119005.000000 Penalty: 1889.023804
	Iteration 0F: 2 clusters Score -1.3119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -13049142.000000 Penalty: 3778.047607
	Iteration 0F: 3 clusters Score -1.304914e+07 nChanged 53715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -13080338.000000 Penalty: 3778.047607
	Iteration 1F: 3 clusters Score -1.308034e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -13081003.000000 Penalty: 3778.047607
	Iteration 2Q: 3 clusters Score -1.3081e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -13081826.000000 Penalty: 3778.047607
	Iteration 3Q: 3 clusters Score -1.308183e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -13082990.000000 Penalty: 3778.047607
	Iteration 4Q: 3 clusters Score -1.308299e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -13084783.000000 Penalty: 3778.047607
	Iteration 5Q: 3 clusters Score -1.308478e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -13087765.000000 Penalty: 3778.047607
	Iteration 6Q: 3 clusters Score -1.308776e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -13092154.000000 Penalty: 3778.047607
	Iteration 7F: 3 clusters Score -1.309215e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -13097944.000000 Penalty: 3778.047607
	Iteration 8F: 3 clusters Score -1.309794e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -13103344.000000 Penalty: 3778.047607
	Iteration 9F: 3 clusters Score -1.310334e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -13107256.000000 Penalty: 3778.047607
	Iteration 10F: 3 clusters Score -1.310726e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -13109489.000000 Penalty: 3778.047607
	Iteration 11Q: 3 clusters Score -1.310949e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 93548 members 
Entering Unmasked Estep 
Score: -13110687.000000 Penalty: 3778.047607
	Iteration 12Q: 3 clusters Score -1.311069e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 95411 members 
Entering Unmasked Estep 
Score: -13111489.000000 Penalty: 3778.047607
	Iteration 13Q: 3 clusters Score -1.311149e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -13112171.000000 Penalty: 3778.047607
	Iteration 14Q: 3 clusters Score -1.311217e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -13112710.000000 Penalty: 3778.047607
	Iteration 15Q: 3 clusters Score -1.311271e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 100322 members 
Entering Unmasked Estep 
Score: -13113149.000000 Penalty: 3778.047607
	Iteration 16Q: 3 clusters Score -1.311315e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -13113995.000000 Penalty: 3778.047607
	Iteration 17Q: 3 clusters Score -1.3114e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 103125 members 
Entering Unmasked Estep 
Score: -13114618.000000 Penalty: 3778.047607
	Iteration 18Q: 3 clusters Score -1.311462e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -13115109.000000 Penalty: 3778.047607
	Iteration 19Q: 3 clusters Score -1.311511e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -13115584.000000 Penalty: 3778.047607
	Iteration 20F: 3 clusters Score -1.311558e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 106779 members 
Entering Unmasked Estep 
Score: -13116139.000000 Penalty: 3778.047607
	Iteration 21Q: 3 clusters Score -1.311614e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -13116452.000000 Penalty: 3778.047607
	Iteration 22Q: 3 clusters Score -1.311645e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -13116739.000000 Penalty: 3778.047607
	Iteration 23Q: 3 clusters Score -1.311674e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 109158 members 
Entering Unmasked Estep 
Score: -13116859.000000 Penalty: 3778.047607
	Iteration 24Q: 3 clusters Score -1.311686e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -13116960.000000 Penalty: 3778.047607
	Iteration 25Q: 3 clusters Score -1.311696e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -13117074.000000 Penalty: 3778.047607
	Iteration 26Q: 3 clusters Score -1.311707e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -13117200.000000 Penalty: 3778.047607
	Iteration 27Q: 3 clusters Score -1.31172e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 110569 members 
Entering Unmasked Estep 
Score: -13117264.000000 Penalty: 3778.047607
	Iteration 28Q: 3 clusters Score -1.311726e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 110714 members 
Entering Unmasked Estep 
Score: -13117323.000000 Penalty: 3778.047607
	Iteration 29Q: 3 clusters Score -1.311732e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -13117345.000000 Penalty: 3778.047607
	Iteration 30Q: 3 clusters Score -1.311734e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -13117371.000000 Penalty: 3778.047607
	Iteration 31Q: 3 clusters Score -1.311737e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 110971 members 
Entering Unmasked Estep 
Score: -13117396.000000 Penalty: 3778.047607
	Iteration 32Q: 3 clusters Score -1.31174e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -13117387.000000 Penalty: 3778.047607
	Iteration 33Q: 3 clusters Score -1.311739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 111049 members 
Entering Unmasked Estep 
Score: -13117407.000000 Penalty: 3778.047607
	Iteration 34Q: 3 clusters Score -1.311741e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 111079 members 
Entering Unmasked Estep 
Score: -13117409.000000 Penalty: 3778.047607
	Iteration 35Q: 3 clusters Score -1.311741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 111105 members 
Entering Unmasked Estep 
Score: -13117419.000000 Penalty: 3778.047607
	Iteration 36Q: 3 clusters Score -1.311742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -13117419.000000 Penalty: 3778.047607
	Iteration 37Q: 3 clusters Score -1.311742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -13117421.000000 Penalty: 3778.047607
	Iteration 38Q: 3 clusters Score -1.311742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -13117418.000000 Penalty: 3778.047607
	Iteration 39Q: 3 clusters Score -1.311742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 111149 members 
Entering Unmasked Estep 
Score: -13117430.000000 Penalty: 3778.047607
	Iteration 40F: 3 clusters Score -1.311743e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 111161 members 
Entering Unmasked Estep 
Score: -13117422.000000 Penalty: 3778.047607
	Iteration 41Q: 3 clusters Score -1.311742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 111171 members 
Entering Unmasked Estep 
Score: -13117433.000000 Penalty: 3778.047607
	Iteration 42Q: 3 clusters Score -1.311743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 111178 members 
Entering Unmasked Estep 
Score: -13117418.000000 Penalty: 3778.047607
	Iteration 43Q: 3 clusters Score -1.311742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 111184 members 
Entering Unmasked Estep 
Score: -13117427.000000 Penalty: 3778.047607
	Iteration 44Q: 3 clusters Score -1.311743e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -13117442.000000 Penalty: 3778.047607
	Iteration 45Q: 3 clusters Score -1.311744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 111208 members 
Entering Unmasked Estep 
Score: -13117443.000000 Penalty: 3778.047607
	Iteration 46Q: 3 clusters Score -1.311744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 111218 members 
Entering Unmasked Estep 
Score: -13117449.000000 Penalty: 3778.047607
	Iteration 47Q: 3 clusters Score -1.311745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 111222 members 
Entering Unmasked Estep 
Score: -13117449.000000 Penalty: 3778.047607
	Iteration 48Q: 3 clusters Score -1.311745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 111227 members 
Entering Unmasked Estep 
Score: -13117459.000000 Penalty: 3778.047607
	Iteration 49Q: 3 clusters Score -1.311746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -13117462.000000 Penalty: 3778.047607
	Iteration 50Q: 3 clusters Score -1.311746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 111240 members 
Entering Unmasked Estep 
Score: -13117472.000000 Penalty: 3778.047607
	Iteration 51Q: 3 clusters Score -1.311747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 111244 members 
Entering Unmasked Estep 
Score: -13117466.000000 Penalty: 3778.047607
	Iteration 52Q: 3 clusters Score -1.311747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 111249 members 
Entering Unmasked Estep 
Score: -13117476.000000 Penalty: 3778.047607
	Iteration 53Q: 3 clusters Score -1.311748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 111256 members 
Entering Unmasked Estep 
Score: -13117481.000000 Penalty: 3778.047607
	Iteration 54Q: 3 clusters Score -1.311748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 111259 members 
Entering Unmasked Estep 
Score: -13117469.000000 Penalty: 3778.047607
	Iteration 55Q: 3 clusters Score -1.311747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 111264 members 
Entering Unmasked Estep 
Score: -13117477.000000 Penalty: 3778.047607
	Iteration 56Q: 3 clusters Score -1.311748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 111267 members 
Entering Unmasked Estep 
Score: -13117491.000000 Penalty: 3778.047607
	Iteration 57Q: 3 clusters Score -1.311749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 111269 members 
Entering Unmasked Estep 
Score: -13117486.000000 Penalty: 3778.047607
	Iteration 58Q: 3 clusters Score -1.311749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 111270 members 
Entering Unmasked Estep 
Score: -13117486.000000 Penalty: 3778.047607
	Iteration 59Q: 3 clusters Score -1.311749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 111272 members 
Entering Unmasked Estep 
Score: -13117481.000000 Penalty: 3778.047607
	Iteration 60F: 3 clusters Score -1.311748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 111273 members 
Entering Unmasked Estep 
Score: -13117484.000000 Penalty: 3778.047607
	Iteration 61Q: 3 clusters Score -1.311748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 111273 members 
Entering Unmasked Estep 
Score: -13117484.000000 Penalty: 3778.047607
	Iteration 62F: 3 clusters Score -1.311748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -14068.175781 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -14068.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13408.288086 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -13408.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13515.583984 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -13515.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13537.298828 Penalty: 1669.134521
	Iteration 2Q: 3 clusters Score -13537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13545.945312 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -13545.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13551.599609 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -13551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13551.599609 Penalty: 1669.134521
	Iteration 5F: 3 clusters Score -13551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -189462.781250 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -189462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -187588.546875 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -187588.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -187972.031250 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -187972 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -188068.671875 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -188068.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -188127.281250 Penalty: 2407.180908
	Iteration 3Q: 3 clusters Score -188127.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -188170.906250 Penalty: 2407.180908
	Iteration 4Q: 3 clusters Score -188170.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188194.625000 Penalty: 2407.180908
	Iteration 5Q: 3 clusters Score -188194.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -188211.265625 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -188211.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -188228.812500 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -188228.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -188239.859375 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -188239.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -188247.953125 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -188248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188253.343750 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -188253.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -188257.437500 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -188257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -188259.078125 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -188259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188259.687500 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -188259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -188259.812500 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -188259.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188260.703125 Penalty: 2407.180908
	Iteration 15Q: 3 clusters Score -188260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -188262.734375 Penalty: 2407.180908
	Iteration 16Q: 3 clusters Score -188262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -188266.625000 Penalty: 2407.180908
	Iteration 17Q: 3 clusters Score -188266.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -188270.250000 Penalty: 2407.180908
	Iteration 18Q: 3 clusters Score -188270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -188274.343750 Penalty: 2407.180908
	Iteration 19Q: 3 clusters Score -188274.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -188281.765625 Penalty: 2407.180908
	Iteration 20F: 3 clusters Score -188281.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -188289.406250 Penalty: 2407.180908
	Iteration 21Q: 3 clusters Score -188289.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -188292.125000 Penalty: 2407.180908
	Iteration 22Q: 3 clusters Score -188292.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -188295.281250 Penalty: 2407.180908
	Iteration 23Q: 3 clusters Score -188295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -188298.421875 Penalty: 2407.180908
	Iteration 24Q: 3 clusters Score -188298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -188299.015625 Penalty: 2407.180908
	Iteration 25Q: 3 clusters Score -188299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -188299.484375 Penalty: 2407.180908
	Iteration 26Q: 3 clusters Score -188299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -188299.484375 Penalty: 2407.180908
	Iteration 27F: 3 clusters Score -188299.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (132299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132299 members 
Entering Unmasked Estep 
Score: -15209903.000000 Penalty: 1916.333252
	Iteration 0F: 2 clusters Score -1.52099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -15127508.000000 Penalty: 3832.666504
	Iteration 0F: 3 clusters Score -1.512751e+07 nChanged 63661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -15164724.000000 Penalty: 3832.666504
	Iteration 1F: 3 clusters Score -1.516472e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -15165974.000000 Penalty: 3832.666504
	Iteration 2Q: 3 clusters Score -1.516597e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -15167642.000000 Penalty: 3832.666504
	Iteration 3Q: 3 clusters Score -1.516764e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -15170550.000000 Penalty: 3832.666504
	Iteration 4Q: 3 clusters Score -1.517055e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -15174996.000000 Penalty: 3832.666504
	Iteration 5F: 3 clusters Score -1.5175e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -15181326.000000 Penalty: 3832.666504
	Iteration 6F: 3 clusters Score -1.518133e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 101489 members 
Entering Unmasked Estep 
Score: -15188371.000000 Penalty: 3832.666504
	Iteration 7F: 3 clusters Score -1.518837e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 107259 members 
Entering Unmasked Estep 
Score: -15194136.000000 Penalty: 3832.666504
	Iteration 8F: 3 clusters Score -1.519414e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 110965 members 
Entering Unmasked Estep 
Score: -15197340.000000 Penalty: 3832.666504
	Iteration 9Q: 3 clusters Score -1.519734e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -15199050.000000 Penalty: 3832.666504
	Iteration 10Q: 3 clusters Score -1.519905e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -15200283.000000 Penalty: 3832.666504
	Iteration 11Q: 3 clusters Score -1.520028e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 118364 members 
Entering Unmasked Estep 
Score: -15201258.000000 Penalty: 3832.666504
	Iteration 12Q: 3 clusters Score -1.520126e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 120573 members 
Entering Unmasked Estep 
Score: -15202169.000000 Penalty: 3832.666504
	Iteration 13Q: 3 clusters Score -1.520217e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 122652 members 
Entering Unmasked Estep 
Score: -15203130.000000 Penalty: 3832.666504
	Iteration 14Q: 3 clusters Score -1.520313e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 124546 members 
Entering Unmasked Estep 
Score: -15203987.000000 Penalty: 3832.666504
	Iteration 15Q: 3 clusters Score -1.520399e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 126173 members 
Entering Unmasked Estep 
Score: -15204798.000000 Penalty: 3832.666504
	Iteration 16Q: 3 clusters Score -1.52048e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 127566 members 
Entering Unmasked Estep 
Score: -15205525.000000 Penalty: 3832.666504
	Iteration 17Q: 3 clusters Score -1.520552e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 128715 members 
Entering Unmasked Estep 
Score: -15206138.000000 Penalty: 3832.666504
	Iteration 18Q: 3 clusters Score -1.520614e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 129699 members 
Entering Unmasked Estep 
Score: -15206657.000000 Penalty: 3832.666504
	Iteration 19Q: 3 clusters Score -1.520666e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 130503 members 
Entering Unmasked Estep 
Score: -15207178.000000 Penalty: 3832.666504
	Iteration 20F: 3 clusters Score -1.520718e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 131119 members 
Entering Unmasked Estep 
Score: -15207593.000000 Penalty: 3832.666504
	Iteration 21Q: 3 clusters Score -1.520759e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 131491 members 
Entering Unmasked Estep 
Score: -15207849.000000 Penalty: 3832.666504
	Iteration 22Q: 3 clusters Score -1.520785e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 131718 members 
Entering Unmasked Estep 
Score: -15208003.000000 Penalty: 3832.666504
	Iteration 23Q: 3 clusters Score -1.5208e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 131840 members 
Entering Unmasked Estep 
Score: -15208095.000000 Penalty: 3832.666504
	Iteration 24Q: 3 clusters Score -1.52081e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 131918 members 
Entering Unmasked Estep 
Score: -15208158.000000 Penalty: 3832.666504
	Iteration 25Q: 3 clusters Score -1.520816e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 131962 members 
Entering Unmasked Estep 
Score: -15208185.000000 Penalty: 3832.666504
	Iteration 26Q: 3 clusters Score -1.520818e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 131987 members 
Entering Unmasked Estep 
Score: -15208197.000000 Penalty: 3832.666504
	Iteration 27Q: 3 clusters Score -1.52082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 132005 members 
Entering Unmasked Estep 
Score: -15208213.000000 Penalty: 3832.666504
	Iteration 28Q: 3 clusters Score -1.520821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 132016 members 
Entering Unmasked Estep 
Score: -15208225.000000 Penalty: 3832.666504
	Iteration 29Q: 3 clusters Score -1.520822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 132021 members 
Entering Unmasked Estep 
Score: -15208223.000000 Penalty: 3832.666504
	Iteration 30Q: 3 clusters Score -1.520822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 132024 members 
Entering Unmasked Estep 
Score: -15208236.000000 Penalty: 3832.666504
	Iteration 31Q: 3 clusters Score -1.520824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 132025 members 
Entering Unmasked Estep 
Score: -15208227.000000 Penalty: 3832.666504
	Iteration 32Q: 3 clusters Score -1.520823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 132027 members 
Entering Unmasked Estep 
Score: -15208226.000000 Penalty: 3832.666504
	Iteration 33Q: 3 clusters Score -1.520823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 132029 members 
Entering Unmasked Estep 
Score: -15208235.000000 Penalty: 3832.666504
	Iteration 34Q: 3 clusters Score -1.520824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 132032 members 
Entering Unmasked Estep 
Score: -15208235.000000 Penalty: 3832.666504
	Iteration 35Q: 3 clusters Score -1.520824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 132037 members 
Entering Unmasked Estep 
Score: -15208251.000000 Penalty: 3832.666504
	Iteration 36Q: 3 clusters Score -1.520825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -15208265.000000 Penalty: 3832.666504
	Iteration 37Q: 3 clusters Score -1.520826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 132042 members 
Entering Unmasked Estep 
Score: -15208262.000000 Penalty: 3832.666504
	Iteration 38Q: 3 clusters Score -1.520826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 132042 members 
Entering Unmasked Estep 
Score: -15208262.000000 Penalty: 3832.666504
	Iteration 39F: 3 clusters Score -1.520826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Entering Unmasked Estep 
Score: -502739.781250 Penalty: 1360.664917
	Iteration 0F: 2 clusters Score -502739.8 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 2151 members 
Entering Unmasked Estep 
Score: -499169.625000 Penalty: 2721.329834
	Iteration 0F: 3 clusters Score -499169.6 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -500068.593750 Penalty: 2721.329834
	Iteration 1F: 3 clusters Score -500068.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -500279.468750 Penalty: 2721.329834
	Iteration 2F: 3 clusters Score -500279.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -500488.437500 Penalty: 2721.329834
	Iteration 3F: 3 clusters Score -500488.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -500679.156250 Penalty: 2721.329834
	Iteration 4F: 3 clusters Score -500679.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -500832.937500 Penalty: 2721.329834
	Iteration 5Q: 3 clusters Score -500832.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -500965.750000 Penalty: 2721.329834
	Iteration 6Q: 3 clusters Score -500965.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -501075.375000 Penalty: 2721.329834
	Iteration 7Q: 3 clusters Score -501075.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -501180.625000 Penalty: 2721.329834
	Iteration 8Q: 3 clusters Score -501180.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -501270.906250 Penalty: 2721.329834
	Iteration 9Q: 3 clusters Score -501270.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -501347.281250 Penalty: 2721.329834
	Iteration 10Q: 3 clusters Score -501347.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -501398.875000 Penalty: 2721.329834
	Iteration 11Q: 3 clusters Score -501398.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -501434.968750 Penalty: 2721.329834
	Iteration 12Q: 3 clusters Score -501435 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -501467.687500 Penalty: 2721.329834
	Iteration 13Q: 3 clusters Score -501467.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -501498.312500 Penalty: 2721.329834
	Iteration 14Q: 3 clusters Score -501498.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -501522.906250 Penalty: 2721.329834
	Iteration 15Q: 3 clusters Score -501522.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -501542.125000 Penalty: 2721.329834
	Iteration 16Q: 3 clusters Score -501542.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -501554.000000 Penalty: 2721.329834
	Iteration 17Q: 3 clusters Score -501554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -501560.156250 Penalty: 2721.329834
	Iteration 18Q: 3 clusters Score -501560.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -501567.406250 Penalty: 2721.329834
	Iteration 19Q: 3 clusters Score -501567.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -501573.156250 Penalty: 2721.329834
	Iteration 20F: 3 clusters Score -501573.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -501577.312500 Penalty: 2721.329834
	Iteration 21Q: 3 clusters Score -501577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -501577.968750 Penalty: 2721.329834
	Iteration 22Q: 3 clusters Score -501578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -501579.437500 Penalty: 2721.329834
	Iteration 23Q: 3 clusters Score -501579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -501579.593750 Penalty: 2721.329834
	Iteration 24Q: 3 clusters Score -501579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -501580.218750 Penalty: 2721.329834
	Iteration 25Q: 3 clusters Score -501580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -501579.531250 Penalty: 2721.329834
	Iteration 26Q: 3 clusters Score -501579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -501580.218750 Penalty: 2721.329834
	Iteration 27Q: 3 clusters Score -501580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -501582.312500 Penalty: 2721.329834
	Iteration 28Q: 3 clusters Score -501582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -501581.687500 Penalty: 2721.329834
	Iteration 29Q: 3 clusters Score -501581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -501581.625000 Penalty: 2721.329834
	Iteration 30Q: 3 clusters Score -501581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -501582.343750 Penalty: 2721.329834
	Iteration 31Q: 3 clusters Score -501582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -501582.343750 Penalty: 2721.329834
	Iteration 32F: 3 clusters Score -501582.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -459392.687500 Penalty: 1345.450806
	Iteration 0F: 2 clusters Score -459392.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -456079.968750 Penalty: 2690.901611
	Iteration 0F: 3 clusters Score -456080 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -456856.906250 Penalty: 2690.901611
	Iteration 1F: 3 clusters Score -456856.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -457004.937500 Penalty: 2690.901611
	Iteration 2F: 3 clusters Score -457004.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -457112.437500 Penalty: 2690.901611
	Iteration 3F: 3 clusters Score -457112.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -457214.343750 Penalty: 2690.901611
	Iteration 4Q: 3 clusters Score -457214.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -457293.781250 Penalty: 2690.901611
	Iteration 5Q: 3 clusters Score -457293.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -457370.437500 Penalty: 2690.901611
	Iteration 6Q: 3 clusters Score -457370.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -457447.812500 Penalty: 2690.901611
	Iteration 7Q: 3 clusters Score -457447.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -457528.625000 Penalty: 2690.901611
	Iteration 8Q: 3 clusters Score -457528.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -457627.437500 Penalty: 2690.901611
	Iteration 9Q: 3 clusters Score -457627.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -457727.031250 Penalty: 2690.901611
	Iteration 10Q: 3 clusters Score -457727 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -457803.250000 Penalty: 2690.901611
	Iteration 11Q: 3 clusters Score -457803.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -457866.250000 Penalty: 2690.901611
	Iteration 12Q: 3 clusters Score -457866.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -457925.062500 Penalty: 2690.901611
	Iteration 13Q: 3 clusters Score -457925.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -457985.625000 Penalty: 2690.901611
	Iteration 14Q: 3 clusters Score -457985.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -458028.937500 Penalty: 2690.901611
	Iteration 15Q: 3 clusters Score -458028.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -458065.125000 Penalty: 2690.901611
	Iteration 16Q: 3 clusters Score -458065.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -458088.343750 Penalty: 2690.901611
	Iteration 17Q: 3 clusters Score -458088.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -458112.500000 Penalty: 2690.901611
	Iteration 18Q: 3 clusters Score -458112.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -458133.906250 Penalty: 2690.901611
	Iteration 19Q: 3 clusters Score -458133.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -458153.656250 Penalty: 2690.901611
	Iteration 20F: 3 clusters Score -458153.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -458172.968750 Penalty: 2690.901611
	Iteration 21Q: 3 clusters Score -458173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -458189.031250 Penalty: 2690.901611
	Iteration 22Q: 3 clusters Score -458189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -458200.062500 Penalty: 2690.901611
	Iteration 23Q: 3 clusters Score -458200.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -458214.937500 Penalty: 2690.901611
	Iteration 24Q: 3 clusters Score -458214.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -458229.031250 Penalty: 2690.901611
	Iteration 25Q: 3 clusters Score -458229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -458239.187500 Penalty: 2690.901611
	Iteration 26Q: 3 clusters Score -458239.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -458248.093750 Penalty: 2690.901611
	Iteration 27Q: 3 clusters Score -458248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -458253.687500 Penalty: 2690.901611
	Iteration 28Q: 3 clusters Score -458253.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -458254.718750 Penalty: 2690.901611
	Iteration 29Q: 3 clusters Score -458254.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -458255.718750 Penalty: 2690.901611
	Iteration 30Q: 3 clusters Score -458255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -458257.406250 Penalty: 2690.901611
	Iteration 31Q: 3 clusters Score -458257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -458257.937500 Penalty: 2690.901611
	Iteration 32Q: 3 clusters Score -458257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -458258.468750 Penalty: 2690.901611
	Iteration 33Q: 3 clusters Score -458258.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -458258.468750 Penalty: 2690.901611
	Iteration 34F: 3 clusters Score -458258.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Entering Unmasked Estep 
Score: -2231686.250000 Penalty: 1600.827637
	Iteration 0F: 2 clusters Score -2231686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2218716.250000 Penalty: 3201.655273
	Iteration 0F: 3 clusters Score -2218716 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2223454.500000 Penalty: 3201.655273
	Iteration 1F: 3 clusters Score -2223454 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2223910.500000 Penalty: 3201.655273
	Iteration 2F: 3 clusters Score -2223910 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2224406.500000 Penalty: 3201.655273
	Iteration 3F: 3 clusters Score -2224406 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2224957.000000 Penalty: 3201.655273
	Iteration 4F: 3 clusters Score -2224957 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2225550.000000 Penalty: 3201.655273
	Iteration 5F: 3 clusters Score -2225550 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2226281.250000 Penalty: 3201.655273
	Iteration 6F: 3 clusters Score -2226281 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2227057.500000 Penalty: 3201.655273
	Iteration 7F: 3 clusters Score -2227058 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2227843.250000 Penalty: 3201.655273
	Iteration 8F: 3 clusters Score -2227843 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2228494.500000 Penalty: 3201.655273
	Iteration 9F: 3 clusters Score -2228494 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2228985.250000 Penalty: 3201.655273
	Iteration 10Q: 3 clusters Score -2228985 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2229267.250000 Penalty: 3201.655273
	Iteration 11Q: 3 clusters Score -2229267 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2229409.750000 Penalty: 3201.655273
	Iteration 12Q: 3 clusters Score -2229410 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2229490.750000 Penalty: 3201.655273
	Iteration 13Q: 3 clusters Score -2229491 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2229544.000000 Penalty: 3201.655273
	Iteration 14Q: 3 clusters Score -2229544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2229575.500000 Penalty: 3201.655273
	Iteration 15Q: 3 clusters Score -2229576 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2229610.500000 Penalty: 3201.655273
	Iteration 16Q: 3 clusters Score -2229610 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2229622.250000 Penalty: 3201.655273
	Iteration 17Q: 3 clusters Score -2229622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2229630.250000 Penalty: 3201.655273
	Iteration 18Q: 3 clusters Score -2229630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2229636.000000 Penalty: 3201.655273
	Iteration 19Q: 3 clusters Score -2229636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2229648.500000 Penalty: 3201.655273
	Iteration 20F: 3 clusters Score -2229648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2229671 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2229684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2229708 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2229717 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2229747 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2229759.750000 Penalty: 3201.655273
	Iteration 26Q: 3 clusters Score -2229760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2229769 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2229777 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2229800 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2229804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2229817 nChanged 85
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Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2229831 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2229838 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2229846 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2229859 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2229872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2229883 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2229892 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2229909 nChanged 93
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Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2229925 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2229933 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 5927 members 
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	Iteration 42Q: 3 clusters Score -2229956 nChanged 85
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Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 5844 members 
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	Iteration 43Q: 3 clusters Score -2229969 nChanged 84
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Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 5760 members 
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	Iteration 44Q: 3 clusters Score -2229986 nChanged 77
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Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2230002 nChanged 94
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Mstep: Class 1 contains 13391 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2230015 nChanged 89
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Mstep: Class 1 contains 13480 members 
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	Iteration 47Q: 3 clusters Score -2230035 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2230054 nChanged 80
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Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2230068 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2230087 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2230108 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 5070 members 
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	Iteration 52Q: 3 clusters Score -2230128 nChanged 88
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Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 4986 members 
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	Iteration 53Q: 3 clusters Score -2230146 nChanged 86
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Mstep: Class 1 contains 14076 members 
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	Iteration 54Q: 3 clusters Score -2230158 nChanged 79
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Mstep: Class 1 contains 14155 members 
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	Iteration 55Q: 3 clusters Score -2230177 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2230200 nChanged 77
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Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2230218 nChanged 66
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Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 4611 members 
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Score: -2230229.250000 Penalty: 3201.655273
	Iteration 58Q: 3 clusters Score -2230229 nChanged 64
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Mstep: Class 1 contains 14433 members 
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	Iteration 59Q: 3 clusters Score -2230247 nChanged 58
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Mstep: Class 1 contains 14485 members 
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Score: -2230249.000000 Penalty: 3201.655273
	Iteration 60F: 3 clusters Score -2230249 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14543 members 
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	Iteration 61Q: 3 clusters Score -2230258 nChanged 48
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Mstep: Class 1 contains 14589 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2230265 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2230273 nChanged 44
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Mstep: Class 1 contains 14670 members 
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	Iteration 64Q: 3 clusters Score -2230288 nChanged 46
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Mstep: Class 1 contains 14712 members 
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Score: -2230294.500000 Penalty: 3201.655273
	Iteration 65Q: 3 clusters Score -2230294 nChanged 36
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Mstep: Class 1 contains 14746 members 
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	Iteration 66Q: 3 clusters Score -2230299 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
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Score: -2230307.250000 Penalty: 3201.655273
	Iteration 67Q: 3 clusters Score -2230307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
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Score: -2230303.750000 Penalty: 3201.655273
	Iteration 68Q: 3 clusters Score -2230304 nChanged 38
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Mstep: Class 1 contains 14853 members 
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Score: -2230305.750000 Penalty: 3201.655273
	Iteration 69Q: 3 clusters Score -2230306 nChanged 25
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Mstep: Class 1 contains 14878 members 
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	Iteration 70Q: 3 clusters Score -2230308 nChanged 29
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Mstep: Class 1 contains 14903 members 
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	Iteration 71Q: 3 clusters Score -2230305 nChanged 27
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Mstep: Class 1 contains 14930 members 
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	Iteration 72Q: 3 clusters Score -2230309 nChanged 25
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Mstep: Class 1 contains 14955 members 
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Score: -2230314.750000 Penalty: 3201.655273
	Iteration 73Q: 3 clusters Score -2230315 nChanged 28
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Mstep: Class 1 contains 14983 members 
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Score: -2230323.000000 Penalty: 3201.655273
	Iteration 74Q: 3 clusters Score -2230323 nChanged 32
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Mstep: Class 1 contains 15015 members 
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	Iteration 75Q: 3 clusters Score -2230330 nChanged 28
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	Iteration 76Q: 3 clusters Score -2230332 nChanged 21
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Mstep: Class 1 contains 15064 members 
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	Iteration 77Q: 3 clusters Score -2230335 nChanged 21
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Mstep: Class 1 contains 15085 members 
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	Iteration 78Q: 3 clusters Score -2230336 nChanged 16
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Mstep: Class 1 contains 15101 members 
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Score: -2230339.000000 Penalty: 3201.655273
	Iteration 79Q: 3 clusters Score -2230339 nChanged 21
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Score: -2230344.500000 Penalty: 3201.655273
	Iteration 80F: 3 clusters Score -2230344 nChanged 21
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	Iteration 81Q: 3 clusters Score -2230345 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15159 members 
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	Iteration 82Q: 3 clusters Score -2230345 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15179 members 
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Entering Unmasked Estep 
Score: -2230350.000000 Penalty: 3201.655273
	Iteration 83Q: 3 clusters Score -2230350 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 3777 members 
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	Iteration 84Q: 3 clusters Score -2230351 nChanged 25
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Mstep: Class 1 contains 15230 members 
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	Iteration 85Q: 3 clusters Score -2230350 nChanged 21
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Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 3733 members 
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Score: -2230356.500000 Penalty: 3201.655273
	Iteration 86Q: 3 clusters Score -2230356 nChanged 21
Entering Unmasked Mstep 
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Score: -2230354.500000 Penalty: 3201.655273
	Iteration 87Q: 3 clusters Score -2230354 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15282 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2230355 nChanged 13
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Mstep: Class 1 contains 15295 members 
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Entering Unmasked Estep 
Score: -2230363.000000 Penalty: 3201.655273
	Iteration 89Q: 3 clusters Score -2230363 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15310 members 
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	Iteration 90Q: 3 clusters Score -2230362 nChanged 10
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Mstep: Class 1 contains 15320 members 
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	Iteration 91Q: 3 clusters Score -2230361 nChanged 10
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Mstep: Class 1 contains 15330 members 
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	Iteration 92Q: 3 clusters Score -2230363 nChanged 8
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	Iteration 93Q: 3 clusters Score -2230363 nChanged 9
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Mstep: Class 2 contains 3637 members 
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	Iteration 94Q: 3 clusters Score -2230360 nChanged 10
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Score: -2230368.250000 Penalty: 3201.655273
	Iteration 95Q: 3 clusters Score -2230368 nChanged 8
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	Iteration 96Q: 3 clusters Score -2230366 nChanged 7
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	Iteration 97Q: 3 clusters Score -2230368 nChanged 8
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	Iteration 98Q: 3 clusters Score -2230372 nChanged 5
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	Iteration 99Q: 3 clusters Score -2230368 nChanged 6
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Mstep: Class 1 contains 15389 members 
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	Iteration 100F: 3 clusters Score -2230366 nChanged 8
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	Iteration 101Q: 3 clusters Score -2230370 nChanged 8
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Mstep: Class 1 contains 15405 members 
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	Iteration 102Q: 3 clusters Score -2230370 nChanged 14
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2230371 nChanged 13
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Mstep: Class 1 contains 15432 members 
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	Iteration 104Q: 3 clusters Score -2230374 nChanged 14
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	Iteration 105Q: 3 clusters Score -2230369 nChanged 14
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2230367 nChanged 14
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	Iteration 107Q: 3 clusters Score -2230370 nChanged 11
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2230372 nChanged 14
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	Iteration 109Q: 3 clusters Score -2230366 nChanged 14
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2230370 nChanged 8
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2230366 nChanged 6
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	Iteration 112Q: 3 clusters Score -2230366 nChanged 9
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	Iteration 113Q: 3 clusters Score -2230366 nChanged 12
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Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2230368.500000 Penalty: 3201.655273
	Iteration 114Q: 3 clusters Score -2230368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2230368.250000 Penalty: 3201.655273
	Iteration 115Q: 3 clusters Score -2230368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2230369.000000 Penalty: 3201.655273
	Iteration 116Q: 3 clusters Score -2230369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2230372.250000 Penalty: 3201.655273
	Iteration 117Q: 3 clusters Score -2230372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2230372.750000 Penalty: 3201.655273
	Iteration 118Q: 3 clusters Score -2230373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2230376.750000 Penalty: 3201.655273
	Iteration 119Q: 3 clusters Score -2230377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2230380.750000 Penalty: 3201.655273
	Iteration 120F: 3 clusters Score -2230381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2230380.000000 Penalty: 3201.655273
	Iteration 121Q: 3 clusters Score -2230380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2230384.000000 Penalty: 3201.655273
	Iteration 122Q: 3 clusters Score -2230384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2230383.500000 Penalty: 3201.655273
	Iteration 123Q: 3 clusters Score -2230384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2230385.750000 Penalty: 3201.655273
	Iteration 124Q: 3 clusters Score -2230386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2230387.250000 Penalty: 3201.655273
	Iteration 125Q: 3 clusters Score -2230387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2230384.750000 Penalty: 3201.655273
	Iteration 126Q: 3 clusters Score -2230385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2230384.750000 Penalty: 3201.655273
	Iteration 127F: 3 clusters Score -2230385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Entering Unmasked Estep 
Score: -2314694.750000 Penalty: 1606.340332
	Iteration 0F: 2 clusters Score -2314695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2301376.000000 Penalty: 3212.680664
	Iteration 0F: 3 clusters Score -2301376 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2306090.000000 Penalty: 3212.680664
	Iteration 1F: 3 clusters Score -2306090 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2306443.750000 Penalty: 3212.680664
	Iteration 2Q: 3 clusters Score -2306444 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2306756.500000 Penalty: 3212.680664
	Iteration 3Q: 3 clusters Score -2306756 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2307143.000000 Penalty: 3212.680664
	Iteration 4Q: 3 clusters Score -2307143 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2307673.750000 Penalty: 3212.680664
	Iteration 5Q: 3 clusters Score -2307674 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2308400.000000 Penalty: 3212.680664
	Iteration 6F: 3 clusters Score -2308400 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2309295.750000 Penalty: 3212.680664
	Iteration 7F: 3 clusters Score -2309296 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2310240.250000 Penalty: 3212.680664
	Iteration 8F: 3 clusters Score -2310240 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2311077.750000 Penalty: 3212.680664
	Iteration 9F: 3 clusters Score -2311078 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2311711.250000 Penalty: 3212.680664
	Iteration 10Q: 3 clusters Score -2311711 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2312176.750000 Penalty: 3212.680664
	Iteration 11Q: 3 clusters Score -2312177 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2312520.500000 Penalty: 3212.680664
	Iteration 12Q: 3 clusters Score -2312520 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2312731.000000 Penalty: 3212.680664
	Iteration 13Q: 3 clusters Score -2312731 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2312851.000000 Penalty: 3212.680664
	Iteration 14Q: 3 clusters Score -2312851 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2312956.250000 Penalty: 3212.680664
	Iteration 15Q: 3 clusters Score -2312956 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2313054.750000 Penalty: 3212.680664
	Iteration 16Q: 3 clusters Score -2313055 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2313130.000000 Penalty: 3212.680664
	Iteration 17Q: 3 clusters Score -2313130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2313168.750000 Penalty: 3212.680664
	Iteration 18Q: 3 clusters Score -2313169 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2313201.000000 Penalty: 3212.680664
	Iteration 19Q: 3 clusters Score -2313201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2313221.250000 Penalty: 3212.680664
	Iteration 20F: 3 clusters Score -2313221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2313237.750000 Penalty: 3212.680664
	Iteration 21Q: 3 clusters Score -2313238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2313253.500000 Penalty: 3212.680664
	Iteration 22Q: 3 clusters Score -2313254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2313262.500000 Penalty: 3212.680664
	Iteration 23Q: 3 clusters Score -2313262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2313274.250000 Penalty: 3212.680664
	Iteration 24Q: 3 clusters Score -2313274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2313286.750000 Penalty: 3212.680664
	Iteration 25Q: 3 clusters Score -2313287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2313292.750000 Penalty: 3212.680664
	Iteration 26Q: 3 clusters Score -2313293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2313298.500000 Penalty: 3212.680664
	Iteration 27Q: 3 clusters Score -2313298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2313301.750000 Penalty: 3212.680664
	Iteration 28Q: 3 clusters Score -2313302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2313304.000000 Penalty: 3212.680664
	Iteration 29Q: 3 clusters Score -2313304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2313307.750000 Penalty: 3212.680664
	Iteration 30Q: 3 clusters Score -2313308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2313306.500000 Penalty: 3212.680664
	Iteration 31Q: 3 clusters Score -2313306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2313308.250000 Penalty: 3212.680664
	Iteration 32Q: 3 clusters Score -2313308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2313309.500000 Penalty: 3212.680664
	Iteration 33Q: 3 clusters Score -2313310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2313307.000000 Penalty: 3212.680664
	Iteration 34Q: 3 clusters Score -2313307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2313307.500000 Penalty: 3212.680664
	Iteration 35Q: 3 clusters Score -2313308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2313313.000000 Penalty: 3212.680664
	Iteration 36Q: 3 clusters Score -2313313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2313313.000000 Penalty: 3212.680664
	Iteration 37Q: 3 clusters Score -2313313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2313316.750000 Penalty: 3212.680664
	Iteration 38Q: 3 clusters Score -2313317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2313318.000000 Penalty: 3212.680664
	Iteration 39Q: 3 clusters Score -2313318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2313320.750000 Penalty: 3212.680664
	Iteration 40F: 3 clusters Score -2313321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2313323.000000 Penalty: 3212.680664
	Iteration 41Q: 3 clusters Score -2313323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2313323.750000 Penalty: 3212.680664
	Iteration 42Q: 3 clusters Score -2313324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2313326.000000 Penalty: 3212.680664
	Iteration 43Q: 3 clusters Score -2313326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2313327.000000 Penalty: 3212.680664
	Iteration 44Q: 3 clusters Score -2313327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2313329.500000 Penalty: 3212.680664
	Iteration 45Q: 3 clusters Score -2313330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2313333.500000 Penalty: 3212.680664
	Iteration 46Q: 3 clusters Score -2313334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2313335.000000 Penalty: 3212.680664
	Iteration 47Q: 3 clusters Score -2313335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2313336.500000 Penalty: 3212.680664
	Iteration 48Q: 3 clusters Score -2313336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2313337.250000 Penalty: 3212.680664
	Iteration 49Q: 3 clusters Score -2313337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2313340.500000 Penalty: 3212.680664
	Iteration 50Q: 3 clusters Score -2313340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2313340.750000 Penalty: 3212.680664
	Iteration 51Q: 3 clusters Score -2313341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2313340.750000 Penalty: 3212.680664
	Iteration 52F: 3 clusters Score -2313341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -330422.156250 Penalty: 1293.382324
	Iteration 0F: 2 clusters Score -330422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -327800.250000 Penalty: 2586.764648
	Iteration 0F: 3 clusters Score -327800.2 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -328470.656250 Penalty: 2586.764648
	Iteration 1F: 3 clusters Score -328470.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -328611.437500 Penalty: 2586.764648
	Iteration 2F: 3 clusters Score -328611.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -328693.906250 Penalty: 2586.764648
	Iteration 3Q: 3 clusters Score -328693.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -328734.437500 Penalty: 2586.764648
	Iteration 4Q: 3 clusters Score -328734.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -328763.875000 Penalty: 2586.764648
	Iteration 5Q: 3 clusters Score -328763.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -328785.000000 Penalty: 2586.764648
	Iteration 6Q: 3 clusters Score -328785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -328796.187500 Penalty: 2586.764648
	Iteration 7Q: 3 clusters Score -328796.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -328811.031250 Penalty: 2586.764648
	Iteration 8Q: 3 clusters Score -328811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -328822.812500 Penalty: 2586.764648
	Iteration 9Q: 3 clusters Score -328822.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -328832.406250 Penalty: 2586.764648
	Iteration 10Q: 3 clusters Score -328832.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -328840.656250 Penalty: 2586.764648
	Iteration 11Q: 3 clusters Score -328840.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -328850.781250 Penalty: 2586.764648
	Iteration 12Q: 3 clusters Score -328850.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -328857.406250 Penalty: 2586.764648
	Iteration 13Q: 3 clusters Score -328857.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -328866.187500 Penalty: 2586.764648
	Iteration 14Q: 3 clusters Score -328866.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -328872.406250 Penalty: 2586.764648
	Iteration 15Q: 3 clusters Score -328872.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -328878.500000 Penalty: 2586.764648
	Iteration 16Q: 3 clusters Score -328878.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -328885.156250 Penalty: 2586.764648
	Iteration 17Q: 3 clusters Score -328885.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -328889.437500 Penalty: 2586.764648
	Iteration 18Q: 3 clusters Score -328889.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -328891.406250 Penalty: 2586.764648
	Iteration 19Q: 3 clusters Score -328891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -328893.781250 Penalty: 2586.764648
	Iteration 20F: 3 clusters Score -328893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -328893.750000 Penalty: 2586.764648
	Iteration 21Q: 3 clusters Score -328893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -328894.406250 Penalty: 2586.764648
	Iteration 22Q: 3 clusters Score -328894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -328894.406250 Penalty: 2586.764648
	Iteration 23F: 3 clusters Score -328894.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Entering Unmasked Estep 
Score: -303517.875000 Penalty: 1288.248901
	Iteration 0F: 2 clusters Score -303517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -300981.218750 Penalty: 2576.497803
	Iteration 0F: 3 clusters Score -300981.2 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -301671.593750 Penalty: 2576.497803
	Iteration 1F: 3 clusters Score -301671.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -301900.687500 Penalty: 2576.497803
	Iteration 2F: 3 clusters Score -301900.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -302040.937500 Penalty: 2576.497803
	Iteration 3F: 3 clusters Score -302040.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -302177.562500 Penalty: 2576.497803
	Iteration 4F: 3 clusters Score -302177.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -302289.968750 Penalty: 2576.497803
	Iteration 5Q: 3 clusters Score -302290 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -302394.718750 Penalty: 2576.497803
	Iteration 6Q: 3 clusters Score -302394.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -302533.156250 Penalty: 2576.497803
	Iteration 7Q: 3 clusters Score -302533.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -302735.812500 Penalty: 2576.497803
	Iteration 8Q: 3 clusters Score -302735.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -302961.718750 Penalty: 2576.497803
	Iteration 9F: 3 clusters Score -302961.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -303179.531250 Penalty: 2576.497803
	Iteration 10F: 3 clusters Score -303179.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -303298.281250 Penalty: 2576.497803
	Iteration 11Q: 3 clusters Score -303298.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -303356.187500 Penalty: 2576.497803
	Iteration 12Q: 3 clusters Score -303356.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -303387.781250 Penalty: 2576.497803
	Iteration 13Q: 3 clusters Score -303387.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -303404.312500 Penalty: 2576.497803
	Iteration 14Q: 3 clusters Score -303404.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -303414.343750 Penalty: 2576.497803
	Iteration 15Q: 3 clusters Score -303414.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -303418.312500 Penalty: 2576.497803
	Iteration 16Q: 3 clusters Score -303418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -303423.156250 Penalty: 2576.497803
	Iteration 17Q: 3 clusters Score -303423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -303427.281250 Penalty: 2576.497803
	Iteration 18Q: 3 clusters Score -303427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -303428.156250 Penalty: 2576.497803
	Iteration 19Q: 3 clusters Score -303428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -303429.437500 Penalty: 2576.497803
	Iteration 20F: 3 clusters Score -303429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -303431.000000 Penalty: 2576.497803
	Iteration 21Q: 3 clusters Score -303431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -303431.562500 Penalty: 2576.497803
	Iteration 22Q: 3 clusters Score -303431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -303432.218750 Penalty: 2576.497803
	Iteration 23Q: 3 clusters Score -303432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -303432.218750 Penalty: 2576.497803
	Iteration 24F: 3 clusters Score -303432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Entering Unmasked Estep 
Score: -1269901.125000 Penalty: 1521.581055
	Iteration 0F: 2 clusters Score -1269901 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 5846 members 
Entering Unmasked Estep 
Score: -1261723.375000 Penalty: 3043.162109
	Iteration 0F: 3 clusters Score -1261723 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1264542.375000 Penalty: 3043.162109
	Iteration 1F: 3 clusters Score -1264542 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1264922.250000 Penalty: 3043.162109
	Iteration 2F: 3 clusters Score -1264922 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1265254.375000 Penalty: 3043.162109
	Iteration 3F: 3 clusters Score -1265254 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1265583.375000 Penalty: 3043.162109
	Iteration 4F: 3 clusters Score -1265583 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1265899.125000 Penalty: 3043.162109
	Iteration 5Q: 3 clusters Score -1265899 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1266220.750000 Penalty: 3043.162109
	Iteration 6Q: 3 clusters Score -1266221 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1266496.125000 Penalty: 3043.162109
	Iteration 7Q: 3 clusters Score -1266496 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1266729.750000 Penalty: 3043.162109
	Iteration 8Q: 3 clusters Score -1266730 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1266915.125000 Penalty: 3043.162109
	Iteration 9Q: 3 clusters Score -1266915 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1267050.250000 Penalty: 3043.162109
	Iteration 10Q: 3 clusters Score -1267050 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1267140.750000 Penalty: 3043.162109
	Iteration 11Q: 3 clusters Score -1267141 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1267213.875000 Penalty: 3043.162109
	Iteration 12Q: 3 clusters Score -1267214 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1267269.750000 Penalty: 3043.162109
	Iteration 13Q: 3 clusters Score -1267270 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1267310.375000 Penalty: 3043.162109
	Iteration 14Q: 3 clusters Score -1267310 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1267350.375000 Penalty: 3043.162109
	Iteration 15Q: 3 clusters Score -1267350 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1267384.875000 Penalty: 3043.162109
	Iteration 16Q: 3 clusters Score -1267385 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1267418.625000 Penalty: 3043.162109
	Iteration 17Q: 3 clusters Score -1267419 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1267442.000000 Penalty: 3043.162109
	Iteration 18Q: 3 clusters Score -1267442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1267463.500000 Penalty: 3043.162109
	Iteration 19Q: 3 clusters Score -1267464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1267489.250000 Penalty: 3043.162109
	Iteration 20F: 3 clusters Score -1267489 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1267508.375000 Penalty: 3043.162109
	Iteration 21Q: 3 clusters Score -1267508 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1267528.875000 Penalty: 3043.162109
	Iteration 22Q: 3 clusters Score -1267529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1267549.000000 Penalty: 3043.162109
	Iteration 23Q: 3 clusters Score -1267549 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1267565.875000 Penalty: 3043.162109
	Iteration 24Q: 3 clusters Score -1267566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1267581.750000 Penalty: 3043.162109
	Iteration 25Q: 3 clusters Score -1267582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1267601.500000 Penalty: 3043.162109
	Iteration 26Q: 3 clusters Score -1267602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1267618.625000 Penalty: 3043.162109
	Iteration 27Q: 3 clusters Score -1267619 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1267629.125000 Penalty: 3043.162109
	Iteration 28Q: 3 clusters Score -1267629 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1267645.625000 Penalty: 3043.162109
	Iteration 29Q: 3 clusters Score -1267646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1267651.500000 Penalty: 3043.162109
	Iteration 30Q: 3 clusters Score -1267652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1267653.000000 Penalty: 3043.162109
	Iteration 31Q: 3 clusters Score -1267653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1267660.875000 Penalty: 3043.162109
	Iteration 32Q: 3 clusters Score -1267661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1267666.250000 Penalty: 3043.162109
	Iteration 33Q: 3 clusters Score -1267666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1267670.250000 Penalty: 3043.162109
	Iteration 34Q: 3 clusters Score -1267670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1267677.375000 Penalty: 3043.162109
	Iteration 35Q: 3 clusters Score -1267677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1267684.375000 Penalty: 3043.162109
	Iteration 36Q: 3 clusters Score -1267684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1267690.750000 Penalty: 3043.162109
	Iteration 37Q: 3 clusters Score -1267691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1267689.750000 Penalty: 3043.162109
	Iteration 38Q: 3 clusters Score -1267690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1267696.625000 Penalty: 3043.162109
	Iteration 39Q: 3 clusters Score -1267697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1267699.500000 Penalty: 3043.162109
	Iteration 40F: 3 clusters Score -1267700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1267709.000000 Penalty: 3043.162109
	Iteration 41Q: 3 clusters Score -1267709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1267721.375000 Penalty: 3043.162109
	Iteration 42Q: 3 clusters Score -1267721 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1267735.125000 Penalty: 3043.162109
	Iteration 43Q: 3 clusters Score -1267735 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1267763.000000 Penalty: 3043.162109
	Iteration 44Q: 3 clusters Score -1267763 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1267793.000000 Penalty: 3043.162109
	Iteration 45Q: 3 clusters Score -1267793 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1267823.250000 Penalty: 3043.162109
	Iteration 46Q: 3 clusters Score -1267823 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1267857.000000 Penalty: 3043.162109
	Iteration 47Q: 3 clusters Score -1267857 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1267891.375000 Penalty: 3043.162109
	Iteration 48Q: 3 clusters Score -1267891 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1267942.500000 Penalty: 3043.162109
	Iteration 49Q: 3 clusters Score -1267942 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1267994.750000 Penalty: 3043.162109
	Iteration 50Q: 3 clusters Score -1267995 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1268061.375000 Penalty: 3043.162109
	Iteration 51Q: 3 clusters Score -1268061 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1268127.875000 Penalty: 3043.162109
	Iteration 52Q: 3 clusters Score -1268128 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1268193.250000 Penalty: 3043.162109
	Iteration 53Q: 3 clusters Score -1268193 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1268260.875000 Penalty: 3043.162109
	Iteration 54Q: 3 clusters Score -1268261 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1268335.500000 Penalty: 3043.162109
	Iteration 55Q: 3 clusters Score -1268336 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1268408.625000 Penalty: 3043.162109
	Iteration 56Q: 3 clusters Score -1268409 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1268463.375000 Penalty: 3043.162109
	Iteration 57Q: 3 clusters Score -1268463 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1268507.750000 Penalty: 3043.162109
	Iteration 58Q: 3 clusters Score -1268508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1268549.125000 Penalty: 3043.162109
	Iteration 59Q: 3 clusters Score -1268549 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1268582.125000 Penalty: 3043.162109
	Iteration 60F: 3 clusters Score -1268582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1268601.875000 Penalty: 3043.162109
	Iteration 61Q: 3 clusters Score -1268602 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1268627.125000 Penalty: 3043.162109
	Iteration 62Q: 3 clusters Score -1268627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1268647.125000 Penalty: 3043.162109
	Iteration 63Q: 3 clusters Score -1268647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1268665.125000 Penalty: 3043.162109
	Iteration 64Q: 3 clusters Score -1268665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1268677.375000 Penalty: 3043.162109
	Iteration 65Q: 3 clusters Score -1268677 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1268696.375000 Penalty: 3043.162109
	Iteration 66Q: 3 clusters Score -1268696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1268709.375000 Penalty: 3043.162109
	Iteration 67Q: 3 clusters Score -1268709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1268720.375000 Penalty: 3043.162109
	Iteration 68Q: 3 clusters Score -1268720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1268733.875000 Penalty: 3043.162109
	Iteration 69Q: 3 clusters Score -1268734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1268742.125000 Penalty: 3043.162109
	Iteration 70Q: 3 clusters Score -1268742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1268752.875000 Penalty: 3043.162109
	Iteration 71Q: 3 clusters Score -1268753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1268753.875000 Penalty: 3043.162109
	Iteration 72Q: 3 clusters Score -1268754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1268757.625000 Penalty: 3043.162109
	Iteration 73Q: 3 clusters Score -1268758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1268765.250000 Penalty: 3043.162109
	Iteration 74Q: 3 clusters Score -1268765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1268765.250000 Penalty: 3043.162109
	Iteration 75Q: 3 clusters Score -1268765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1268766.875000 Penalty: 3043.162109
	Iteration 76Q: 3 clusters Score -1268767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1268773.875000 Penalty: 3043.162109
	Iteration 77Q: 3 clusters Score -1268774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1268781.125000 Penalty: 3043.162109
	Iteration 78Q: 3 clusters Score -1268781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1268786.250000 Penalty: 3043.162109
	Iteration 79Q: 3 clusters Score -1268786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1268788.125000 Penalty: 3043.162109
	Iteration 80F: 3 clusters Score -1268788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1268792.250000 Penalty: 3043.162109
	Iteration 81Q: 3 clusters Score -1268792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1268791.750000 Penalty: 3043.162109
	Iteration 82Q: 3 clusters Score -1268792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1268792.125000 Penalty: 3043.162109
	Iteration 83Q: 3 clusters Score -1268792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1268795.625000 Penalty: 3043.162109
	Iteration 84Q: 3 clusters Score -1268796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1268794.750000 Penalty: 3043.162109
	Iteration 85Q: 3 clusters Score -1268795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1268795.750000 Penalty: 3043.162109
	Iteration 86Q: 3 clusters Score -1268796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1268798.625000 Penalty: 3043.162109
	Iteration 87Q: 3 clusters Score -1268799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1268799.750000 Penalty: 3043.162109
	Iteration 88Q: 3 clusters Score -1268800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1268800.125000 Penalty: 3043.162109
	Iteration 89Q: 3 clusters Score -1268800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1268798.375000 Penalty: 3043.162109
	Iteration 90Q: 3 clusters Score -1268798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1268798.375000 Penalty: 3043.162109
	Iteration 91F: 3 clusters Score -1268798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Entering Unmasked Estep 
Score: -2739018.000000 Penalty: 1640.594360
	Iteration 0F: 2 clusters Score -2739018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2722566.250000 Penalty: 3281.188721
	Iteration 0F: 3 clusters Score -2722566 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2728474.500000 Penalty: 3281.188721
	Iteration 1F: 3 clusters Score -2728474 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2728833.000000 Penalty: 3281.188721
	Iteration 2Q: 3 clusters Score -2728833 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2729173.500000 Penalty: 3281.188721
	Iteration 3Q: 3 clusters Score -2729174 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2729481.500000 Penalty: 3281.188721
	Iteration 4Q: 3 clusters Score -2729482 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2729847.750000 Penalty: 3281.188721
	Iteration 5Q: 3 clusters Score -2729848 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2730315.000000 Penalty: 3281.188721
	Iteration 6Q: 3 clusters Score -2730315 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2730885.500000 Penalty: 3281.188721
	Iteration 7Q: 3 clusters Score -2730886 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2731591.750000 Penalty: 3281.188721
	Iteration 8Q: 3 clusters Score -2731592 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2732528.250000 Penalty: 3281.188721
	Iteration 9F: 3 clusters Score -2732528 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2733398.250000 Penalty: 3281.188721
	Iteration 10F: 3 clusters Score -2733398 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2734143.250000 Penalty: 3281.188721
	Iteration 11Q: 3 clusters Score -2734143 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2734727.250000 Penalty: 3281.188721
	Iteration 12Q: 3 clusters Score -2734727 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2735207.000000 Penalty: 3281.188721
	Iteration 13Q: 3 clusters Score -2735207 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2735584.250000 Penalty: 3281.188721
	Iteration 14Q: 3 clusters Score -2735584 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2735892.250000 Penalty: 3281.188721
	Iteration 15Q: 3 clusters Score -2735892 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2736145.750000 Penalty: 3281.188721
	Iteration 16Q: 3 clusters Score -2736146 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2736431.250000 Penalty: 3281.188721
	Iteration 17Q: 3 clusters Score -2736431 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2736703.750000 Penalty: 3281.188721
	Iteration 18Q: 3 clusters Score -2736704 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2736918.500000 Penalty: 3281.188721
	Iteration 19Q: 3 clusters Score -2736918 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2737091.250000 Penalty: 3281.188721
	Iteration 20F: 3 clusters Score -2737091 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2737239.500000 Penalty: 3281.188721
	Iteration 21Q: 3 clusters Score -2737240 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2737353.750000 Penalty: 3281.188721
	Iteration 22Q: 3 clusters Score -2737354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2737428.000000 Penalty: 3281.188721
	Iteration 23Q: 3 clusters Score -2737428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2737470.500000 Penalty: 3281.188721
	Iteration 24Q: 3 clusters Score -2737470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2737490.250000 Penalty: 3281.188721
	Iteration 25Q: 3 clusters Score -2737490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2737513.500000 Penalty: 3281.188721
	Iteration 26Q: 3 clusters Score -2737514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2737540.000000 Penalty: 3281.188721
	Iteration 27Q: 3 clusters Score -2737540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2737558.750000 Penalty: 3281.188721
	Iteration 28Q: 3 clusters Score -2737559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2737578.750000 Penalty: 3281.188721
	Iteration 29Q: 3 clusters Score -2737579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2737595.750000 Penalty: 3281.188721
	Iteration 30Q: 3 clusters Score -2737596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2737606.500000 Penalty: 3281.188721
	Iteration 31Q: 3 clusters Score -2737606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2737613.750000 Penalty: 3281.188721
	Iteration 32Q: 3 clusters Score -2737614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2737616.500000 Penalty: 3281.188721
	Iteration 33Q: 3 clusters Score -2737616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2737613.750000 Penalty: 3281.188721
	Iteration 34Q: 3 clusters Score -2737614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2737618.500000 Penalty: 3281.188721
	Iteration 35Q: 3 clusters Score -2737618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2737618.500000 Penalty: 3281.188721
	Iteration 36F: 3 clusters Score -2737618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -102606.789062 Penalty: 1105.389160
	Iteration 0F: 2 clusters Score -102606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101233.656250 Penalty: 2210.778320
	Iteration 0F: 3 clusters Score -101233.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101441.625000 Penalty: 2210.778320
	Iteration 1F: 3 clusters Score -101441.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101510.523438 Penalty: 2210.778320
	Iteration 2F: 3 clusters Score -101510.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101539.492188 Penalty: 2210.778320
	Iteration 3Q: 3 clusters Score -101539.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101558.007812 Penalty: 2210.778320
	Iteration 4Q: 3 clusters Score -101558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101566.070312 Penalty: 2210.778320
	Iteration 5Q: 3 clusters Score -101566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101576.695312 Penalty: 2210.778320
	Iteration 6Q: 3 clusters Score -101576.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101584.273438 Penalty: 2210.778320
	Iteration 7Q: 3 clusters Score -101584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101589.617188 Penalty: 2210.778320
	Iteration 8Q: 3 clusters Score -101589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101590.640625 Penalty: 2210.778320
	Iteration 9Q: 3 clusters Score -101590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101591.609375 Penalty: 2210.778320
	Iteration 10Q: 3 clusters Score -101591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101592.976562 Penalty: 2210.778320
	Iteration 11Q: 3 clusters Score -101593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101594.601562 Penalty: 2210.778320
	Iteration 12Q: 3 clusters Score -101594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101594.968750 Penalty: 2210.778320
	Iteration 13Q: 3 clusters Score -101595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101597.070312 Penalty: 2210.778320
	Iteration 14Q: 3 clusters Score -101597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101601.570312 Penalty: 2210.778320
	Iteration 15Q: 3 clusters Score -101601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101605.460938 Penalty: 2210.778320
	Iteration 16Q: 3 clusters Score -101605.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101611.078125 Penalty: 2210.778320
	Iteration 17Q: 3 clusters Score -101611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101614.210938 Penalty: 2210.778320
	Iteration 18Q: 3 clusters Score -101614.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101616.625000 Penalty: 2210.778320
	Iteration 19Q: 3 clusters Score -101616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101619.539062 Penalty: 2210.778320
	Iteration 20F: 3 clusters Score -101619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Entering Unmasked Estep 
Score: -3094689.750000 Penalty: 1654.770142
	Iteration 0F: 2 clusters Score -3094690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3076772.750000 Penalty: 3309.540283
	Iteration 0F: 3 clusters Score -3076773 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3083455.750000 Penalty: 3309.540283
	Iteration 1F: 3 clusters Score -3083456 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3083888.500000 Penalty: 3309.540283
	Iteration 2Q: 3 clusters Score -3083888 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3084450.000000 Penalty: 3309.540283
	Iteration 3Q: 3 clusters Score -3084450 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3085216.250000 Penalty: 3309.540283
	Iteration 4F: 3 clusters Score -3085216 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3086330.750000 Penalty: 3309.540283
	Iteration 5F: 3 clusters Score -3086331 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3087875.750000 Penalty: 3309.540283
	Iteration 6F: 3 clusters Score -3087876 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3089709.750000 Penalty: 3309.540283
	Iteration 7F: 3 clusters Score -3089710 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3091326.000000 Penalty: 3309.540283
	Iteration 8F: 3 clusters Score -3091326 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3092368.250000 Penalty: 3309.540283
	Iteration 9Q: 3 clusters Score -3092368 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3092811.500000 Penalty: 3309.540283
	Iteration 10Q: 3 clusters Score -3092812 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3092989.000000 Penalty: 3309.540283
	Iteration 11Q: 3 clusters Score -3092989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3093088.750000 Penalty: 3309.540283
	Iteration 12Q: 3 clusters Score -3093089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3093137.500000 Penalty: 3309.540283
	Iteration 13Q: 3 clusters Score -3093138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3093166.000000 Penalty: 3309.540283
	Iteration 14Q: 3 clusters Score -3093166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3093176.750000 Penalty: 3309.540283
	Iteration 15Q: 3 clusters Score -3093177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3093182.250000 Penalty: 3309.540283
	Iteration 16Q: 3 clusters Score -3093182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3093184.250000 Penalty: 3309.540283
	Iteration 17Q: 3 clusters Score -3093184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3093187.750000 Penalty: 3309.540283
	Iteration 18Q: 3 clusters Score -3093188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3093186.500000 Penalty: 3309.540283
	Iteration 19Q: 3 clusters Score -3093186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3093186.500000 Penalty: 3309.540283
	Iteration 20F: 3 clusters Score -3093186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -199556.453125 Penalty: 1212.796509
	Iteration 0F: 2 clusters Score -199556.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -197609.406250 Penalty: 2425.593018
	Iteration 0F: 3 clusters Score -197609.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -197948.625000 Penalty: 2425.593018
	Iteration 1F: 3 clusters Score -197948.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198073.000000 Penalty: 2425.593018
	Iteration 2F: 3 clusters Score -198073 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198130.968750 Penalty: 2425.593018
	Iteration 3Q: 3 clusters Score -198131 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -198162.187500 Penalty: 2425.593018
	Iteration 4Q: 3 clusters Score -198162.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -198188.562500 Penalty: 2425.593018
	Iteration 5Q: 3 clusters Score -198188.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -198217.390625 Penalty: 2425.593018
	Iteration 6Q: 3 clusters Score -198217.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -198237.578125 Penalty: 2425.593018
	Iteration 7Q: 3 clusters Score -198237.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -198253.562500 Penalty: 2425.593018
	Iteration 8Q: 3 clusters Score -198253.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -198263.656250 Penalty: 2425.593018
	Iteration 9Q: 3 clusters Score -198263.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -198270.703125 Penalty: 2425.593018
	Iteration 10Q: 3 clusters Score -198270.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -198276.937500 Penalty: 2425.593018
	Iteration 11Q: 3 clusters Score -198276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -198281.468750 Penalty: 2425.593018
	Iteration 12Q: 3 clusters Score -198281.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -198284.546875 Penalty: 2425.593018
	Iteration 13Q: 3 clusters Score -198284.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -198286.125000 Penalty: 2425.593018
	Iteration 14Q: 3 clusters Score -198286.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -198288.906250 Penalty: 2425.593018
	Iteration 15Q: 3 clusters Score -198288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -198291.875000 Penalty: 2425.593018
	Iteration 16Q: 3 clusters Score -198291.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -198294.765625 Penalty: 2425.593018
	Iteration 17Q: 3 clusters Score -198294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -198297.828125 Penalty: 2425.593018
	Iteration 18Q: 3 clusters Score -198297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -198298.703125 Penalty: 2425.593018
	Iteration 19Q: 3 clusters Score -198298.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -198301.500000 Penalty: 2425.593018
	Iteration 20F: 3 clusters Score -198301.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -198305.453125 Penalty: 2425.593018
	Iteration 21Q: 3 clusters Score -198305.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -198310.593750 Penalty: 2425.593018
	Iteration 22Q: 3 clusters Score -198310.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -198316.062500 Penalty: 2425.593018
	Iteration 23Q: 3 clusters Score -198316.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -198321.218750 Penalty: 2425.593018
	Iteration 24Q: 3 clusters Score -198321.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -198325.312500 Penalty: 2425.593018
	Iteration 25Q: 3 clusters Score -198325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -198326.140625 Penalty: 2425.593018
	Iteration 26Q: 3 clusters Score -198326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -198326.140625 Penalty: 2425.593018
	Iteration 27F: 3 clusters Score -198326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -14014.414062 Penalty: 850.055176
	Iteration 0F: 2 clusters Score -14014.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13555.054688 Penalty: 1700.110352
	Iteration 0F: 3 clusters Score -13555.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13788.692383 Penalty: 1700.110352
	Iteration 1F: 3 clusters Score -13788.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13846.320312 Penalty: 1700.110352
	Iteration 2F: 3 clusters Score -13846.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13905.568359 Penalty: 1700.110352
	Iteration 3Q: 3 clusters Score -13905.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13905.568359 Penalty: 1700.110352
	Iteration 4F: 3 clusters Score -13905.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -123453.554688 Penalty: 1152.813232
	Iteration 0F: 2 clusters Score -123453.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121865.976562 Penalty: 2305.626465
	Iteration 0F: 3 clusters Score -121866 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -122157.218750 Penalty: 2305.626465
	Iteration 1F: 3 clusters Score -122157.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -122256.218750 Penalty: 2305.626465
	Iteration 2F: 3 clusters Score -122256.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -122321.242188 Penalty: 2305.626465
	Iteration 3Q: 3 clusters Score -122321.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -122361.867188 Penalty: 2305.626465
	Iteration 4Q: 3 clusters Score -122361.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -122405.507812 Penalty: 2305.626465
	Iteration 5Q: 3 clusters Score -122405.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -122428.859375 Penalty: 2305.626465
	Iteration 6Q: 3 clusters Score -122428.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -122456.140625 Penalty: 2305.626465
	Iteration 7Q: 3 clusters Score -122456.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -122504.859375 Penalty: 2305.626465
	Iteration 8Q: 3 clusters Score -122504.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -122534.031250 Penalty: 2305.626465
	Iteration 9Q: 3 clusters Score -122534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -122551.210938 Penalty: 2305.626465
	Iteration 10Q: 3 clusters Score -122551.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -122574.976562 Penalty: 2305.626465
	Iteration 11Q: 3 clusters Score -122575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122595.867188 Penalty: 2305.626465
	Iteration 12Q: 3 clusters Score -122595.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122614.335938 Penalty: 2305.626465
	Iteration 13Q: 3 clusters Score -122614.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122624.812500 Penalty: 2305.626465
	Iteration 14Q: 3 clusters Score -122624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -122628.195312 Penalty: 2305.626465
	Iteration 15Q: 3 clusters Score -122628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122632.492188 Penalty: 2305.626465
	Iteration 16Q: 3 clusters Score -122632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122634.710938 Penalty: 2305.626465
	Iteration 17Q: 3 clusters Score -122634.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122634.710938 Penalty: 2305.626465
	Iteration 18F: 3 clusters Score -122634.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Entering Unmasked Estep 
Score: -1082749.000000 Penalty: 1486.763794
	Iteration 0F: 2 clusters Score -1082749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1075980.875000 Penalty: 2973.527588
	Iteration 0F: 3 clusters Score -1075981 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1078184.625000 Penalty: 2973.527588
	Iteration 1F: 3 clusters Score -1078185 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1078516.375000 Penalty: 2973.527588
	Iteration 2F: 3 clusters Score -1078516 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1078862.375000 Penalty: 2973.527588
	Iteration 3F: 3 clusters Score -1078862 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1079186.375000 Penalty: 2973.527588
	Iteration 4F: 3 clusters Score -1079186 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1079517.125000 Penalty: 2973.527588
	Iteration 5F: 3 clusters Score -1079517 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1079858.125000 Penalty: 2973.527588
	Iteration 6F: 3 clusters Score -1079858 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1080183.000000 Penalty: 2973.527588
	Iteration 7F: 3 clusters Score -1080183 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1080480.625000 Penalty: 2973.527588
	Iteration 8Q: 3 clusters Score -1080481 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1080755.000000 Penalty: 2973.527588
	Iteration 9Q: 3 clusters Score -1080755 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1080952.375000 Penalty: 2973.527588
	Iteration 10Q: 3 clusters Score -1080952 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1081085.250000 Penalty: 2973.527588
	Iteration 11Q: 3 clusters Score -1081085 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1081170.000000 Penalty: 2973.527588
	Iteration 12Q: 3 clusters Score -1081170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1081239.625000 Penalty: 2973.527588
	Iteration 13Q: 3 clusters Score -1081240 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1081295.625000 Penalty: 2973.527588
	Iteration 14Q: 3 clusters Score -1081296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1081340.875000 Penalty: 2973.527588
	Iteration 15Q: 3 clusters Score -1081341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1081385.875000 Penalty: 2973.527588
	Iteration 16Q: 3 clusters Score -1081386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1081426.125000 Penalty: 2973.527588
	Iteration 17Q: 3 clusters Score -1081426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1081456.625000 Penalty: 2973.527588
	Iteration 18Q: 3 clusters Score -1081457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1081510.250000 Penalty: 2973.527588
	Iteration 19Q: 3 clusters Score -1081510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1081562.625000 Penalty: 2973.527588
	Iteration 20F: 3 clusters Score -1081563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1081594.625000 Penalty: 2973.527588
	Iteration 21Q: 3 clusters Score -1081595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1081609.875000 Penalty: 2973.527588
	Iteration 22Q: 3 clusters Score -1081610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1081630.000000 Penalty: 2973.527588
	Iteration 23Q: 3 clusters Score -1081630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1081638.250000 Penalty: 2973.527588
	Iteration 24Q: 3 clusters Score -1081638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1081639.625000 Penalty: 2973.527588
	Iteration 25Q: 3 clusters Score -1081640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1081641.125000 Penalty: 2973.527588
	Iteration 26Q: 3 clusters Score -1081641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1081643.375000 Penalty: 2973.527588
	Iteration 27Q: 3 clusters Score -1081643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1081644.625000 Penalty: 2973.527588
	Iteration 28Q: 3 clusters Score -1081645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1081646.250000 Penalty: 2973.527588
	Iteration 29Q: 3 clusters Score -1081646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1081650.125000 Penalty: 2973.527588
	Iteration 30Q: 3 clusters Score -1081650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1081650.000000 Penalty: 2973.527588
	Iteration 31Q: 3 clusters Score -1081650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1081650.000000 Penalty: 2973.527588
	Iteration 32F: 3 clusters Score -1081650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5286 members 
Mstep: Class 3 contains 4796 members 
Mstep: Class 4 contains 15407 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 26751 members 
Mstep: Class 7 contains 12797 members 
Mstep: Class 8 contains 104662 members 
Mstep: Class 9 contains 19016 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66711 members 
Mstep: Class 13 contains 108598 members 
Mstep: Class 14 contains 12416 members 
Mstep: Class 15 contains 111833 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132299 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 18982 members 
Mstep: Class 22 contains 19637 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 11656 members 
Mstep: Class 26 contains 24245 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26455 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210944.000000 Penalty: 70409.367188
Iteration 199Q: 33 clusters Score -8.621094e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5285 members 
Mstep: Class 3 contains 4798 members 
Mstep: Class 4 contains 15406 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 26751 members 
Mstep: Class 7 contains 12797 members 
Mstep: Class 8 contains 104717 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66724 members 
Mstep: Class 13 contains 108679 members 
Mstep: Class 14 contains 12415 members 
Mstep: Class 15 contains 111883 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132305 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 18740 members 
Mstep: Class 22 contains 19688 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 11654 members 
Mstep: Class 26 contains 24247 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26453 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210960.000000 Penalty: 70409.367188
Iteration 200F: 33 clusters Score -8.621096e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5288 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15406 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 26750 members 
Mstep: Class 7 contains 12797 members 
Mstep: Class 8 contains 104765 members 
Mstep: Class 9 contains 18994 members 
Mstep: Class 10 contains 2627 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66736 members 
Mstep: Class 13 contains 108767 members 
Mstep: Class 14 contains 12414 members 
Mstep: Class 15 contains 111938 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132317 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 18500 members 
Mstep: Class 22 contains 19720 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 2774 members 
Mstep: Class 25 contains 11652 members 
Mstep: Class 26 contains 24249 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26455 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210800.000000 Penalty: 70409.367188
Iteration 201Q: 33 clusters Score -8.62108e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5285 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 15405 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 26755 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 104840 members 
Mstep: Class 9 contains 18984 members 
Mstep: Class 10 contains 2627 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66750 members 
Mstep: Class 13 contains 108845 members 
Mstep: Class 14 contains 12411 members 
Mstep: Class 15 contains 111994 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132329 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 18228 members 
Mstep: Class 22 contains 19770 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 2774 members 
Mstep: Class 25 contains 11650 members 
Mstep: Class 26 contains 24251 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26456 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210640.000000 Penalty: 70409.367188
Iteration 202Q: 33 clusters Score -8.621064e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5291 members 
Mstep: Class 3 contains 4805 members 
Mstep: Class 4 contains 15406 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 26764 members 
Mstep: Class 7 contains 12794 members 
Mstep: Class 8 contains 104894 members 
Mstep: Class 9 contains 18979 members 
Mstep: Class 10 contains 2624 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66760 members 
Mstep: Class 13 contains 108927 members 
Mstep: Class 14 contains 12411 members 
Mstep: Class 15 contains 112041 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132339 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 17956 members 
Mstep: Class 22 contains 19834 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 11650 members 
Mstep: Class 26 contains 24250 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26459 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210736.000000 Penalty: 70409.367188
Iteration 203Q: 33 clusters Score -8.621074e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5295 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15404 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 26768 members 
Mstep: Class 7 contains 12791 members 
Mstep: Class 8 contains 104954 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66766 members 
Mstep: Class 13 contains 109004 members 
Mstep: Class 14 contains 12411 members 
Mstep: Class 15 contains 112116 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132362 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 17651 members 
Mstep: Class 22 contains 19906 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 2778 members 
Mstep: Class 25 contains 11651 members 
Mstep: Class 26 contains 24248 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26462 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210600.000000 Penalty: 70409.367188
Iteration 204Q: 33 clusters Score -8.62106e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5295 members 
Mstep: Class 3 contains 4803 members 
Mstep: Class 4 contains 15404 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 26780 members 
Mstep: Class 7 contains 12791 members 
Mstep: Class 8 contains 105041 members 
Mstep: Class 9 contains 18968 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66780 members 
Mstep: Class 13 contains 109077 members 
Mstep: Class 14 contains 12410 members 
Mstep: Class 15 contains 112148 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132375 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 17355 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 11650 members 
Mstep: Class 26 contains 24248 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26465 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210664.000000 Penalty: 70409.367188
Iteration 205Q: 33 clusters Score -8.621066e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 15405 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 26787 members 
Mstep: Class 7 contains 12791 members 
Mstep: Class 8 contains 105122 members 
Mstep: Class 9 contains 18963 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66797 members 
Mstep: Class 13 contains 109147 members 
Mstep: Class 14 contains 12411 members 
Mstep: Class 15 contains 112182 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132396 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 17067 members 
Mstep: Class 22 contains 20045 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11650 members 
Mstep: Class 26 contains 24246 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26470 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210496.000000 Penalty: 70409.367188
Iteration 206Q: 33 clusters Score -8.62105e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 4800 members 
Mstep: Class 4 contains 15406 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 26794 members 
Mstep: Class 7 contains 12791 members 
Mstep: Class 8 contains 105185 members 
Mstep: Class 9 contains 18966 members 
Mstep: Class 10 contains 2617 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66812 members 
Mstep: Class 13 contains 109209 members 
Mstep: Class 14 contains 12412 members 
Mstep: Class 15 contains 112202 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132417 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 16798 members 
Mstep: Class 22 contains 20125 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11649 members 
Mstep: Class 26 contains 24242 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26478 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210424.000000 Penalty: 70409.367188
Iteration 207Q: 33 clusters Score -8.621042e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 4797 members 
Mstep: Class 4 contains 15408 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 26798 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 105255 members 
Mstep: Class 9 contains 18964 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66818 members 
Mstep: Class 13 contains 109261 members 
Mstep: Class 14 contains 12411 members 
Mstep: Class 15 contains 112245 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132449 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 16526 members 
Mstep: Class 22 contains 20194 members 
Mstep: Class 23 contains 2863 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11645 members 
Mstep: Class 26 contains 24241 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26480 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210352.000000 Penalty: 70409.367188
Iteration 208Q: 33 clusters Score -8.621035e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 4799 members 
Mstep: Class 4 contains 15409 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 26800 members 
Mstep: Class 7 contains 12791 members 
Mstep: Class 8 contains 105349 members 
Mstep: Class 9 contains 18955 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66828 members 
Mstep: Class 13 contains 109310 members 
Mstep: Class 14 contains 12409 members 
Mstep: Class 15 contains 112302 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132463 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 16226 members 
Mstep: Class 22 contains 20269 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 2775 members 
Mstep: Class 25 contains 11640 members 
Mstep: Class 26 contains 24243 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26486 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210432.000000 Penalty: 70409.367188
Iteration 209Q: 33 clusters Score -8.621043e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 4798 members 
Mstep: Class 4 contains 15408 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 12794 members 
Mstep: Class 8 contains 105430 members 
Mstep: Class 9 contains 18949 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66843 members 
Mstep: Class 13 contains 109367 members 
Mstep: Class 14 contains 12405 members 
Mstep: Class 15 contains 112371 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132487 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 15922 members 
Mstep: Class 22 contains 20327 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 11635 members 
Mstep: Class 26 contains 24248 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26489 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210440.000000 Penalty: 70409.367188
Iteration 210Q: 33 clusters Score -8.621044e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5314 members 
Mstep: Class 3 contains 4798 members 
Mstep: Class 4 contains 15409 members 
Mstep: Class 5 contains 3770 members 
Mstep: Class 6 contains 26814 members 
Mstep: Class 7 contains 12798 members 
Mstep: Class 8 contains 105513 members 
Mstep: Class 9 contains 18943 members 
Mstep: Class 10 contains 2606 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66856 members 
Mstep: Class 13 contains 109435 members 
Mstep: Class 14 contains 12401 members 
Mstep: Class 15 contains 112403 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132507 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 15608 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 11629 members 
Mstep: Class 26 contains 24256 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26493 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210584.000000 Penalty: 70409.367188
Iteration 211Q: 33 clusters Score -8.621058e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5319 members 
Mstep: Class 3 contains 4799 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 3770 members 
Mstep: Class 6 contains 26823 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 105607 members 
Mstep: Class 9 contains 18938 members 
Mstep: Class 10 contains 2602 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66878 members 
Mstep: Class 13 contains 109489 members 
Mstep: Class 14 contains 12397 members 
Mstep: Class 15 contains 112454 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132524 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 15274 members 
Mstep: Class 22 contains 20487 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 11626 members 
Mstep: Class 26 contains 24260 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26494 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210576.000000 Penalty: 70409.367188
Iteration 212Q: 33 clusters Score -8.621058e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 4796 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 6 contains 26839 members 
Mstep: Class 7 contains 12805 members 
Mstep: Class 8 contains 105685 members 
Mstep: Class 9 contains 18928 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66893 members 
Mstep: Class 13 contains 109525 members 
Mstep: Class 14 contains 12396 members 
Mstep: Class 15 contains 112540 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132562 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 14934 members 
Mstep: Class 22 contains 20555 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11624 members 
Mstep: Class 26 contains 24264 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26500 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210784.000000 Penalty: 70409.367188
Iteration 213Q: 33 clusters Score -8.621078e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5323 members 
Mstep: Class 3 contains 4792 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 26851 members 
Mstep: Class 7 contains 12811 members 
Mstep: Class 8 contains 105765 members 
Mstep: Class 9 contains 18923 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66907 members 
Mstep: Class 13 contains 109587 members 
Mstep: Class 14 contains 12397 members 
Mstep: Class 15 contains 112594 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132583 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 14617 members 
Mstep: Class 22 contains 20615 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11620 members 
Mstep: Class 26 contains 24270 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26506 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210792.000000 Penalty: 70409.367188
Iteration 214Q: 33 clusters Score -8.621079e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 4793 members 
Mstep: Class 4 contains 15417 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 26872 members 
Mstep: Class 7 contains 12812 members 
Mstep: Class 8 contains 105868 members 
Mstep: Class 9 contains 18921 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66920 members 
Mstep: Class 13 contains 109638 members 
Mstep: Class 14 contains 12399 members 
Mstep: Class 15 contains 112652 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132616 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 14275 members 
Mstep: Class 22 contains 20664 members 
Mstep: Class 23 contains 2860 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11617 members 
Mstep: Class 26 contains 24270 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26509 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210928.000000 Penalty: 70409.367188
Iteration 215Q: 33 clusters Score -8.621093e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 4789 members 
Mstep: Class 4 contains 15423 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 26898 members 
Mstep: Class 7 contains 12812 members 
Mstep: Class 8 contains 105989 members 
Mstep: Class 9 contains 18921 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66946 members 
Mstep: Class 13 contains 109714 members 
Mstep: Class 14 contains 12397 members 
Mstep: Class 15 contains 112674 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132639 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 13946 members 
Mstep: Class 22 contains 20692 members 
Mstep: Class 23 contains 2860 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11616 members 
Mstep: Class 26 contains 24270 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26515 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210912.000000 Penalty: 70409.367188
Iteration 216Q: 33 clusters Score -8.621091e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 4791 members 
Mstep: Class 4 contains 15424 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 26917 members 
Mstep: Class 7 contains 12808 members 
Mstep: Class 8 contains 106098 members 
Mstep: Class 9 contains 18915 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66968 members 
Mstep: Class 13 contains 109764 members 
Mstep: Class 14 contains 12395 members 
Mstep: Class 15 contains 112708 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132680 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 20731 members 
Mstep: Class 23 contains 2860 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11612 members 
Mstep: Class 26 contains 24273 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26514 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210824.000000 Penalty: 70409.367188
Iteration 217Q: 33 clusters Score -8.621082e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5323 members 
Mstep: Class 3 contains 4789 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 3784 members 
Mstep: Class 6 contains 26924 members 
Mstep: Class 7 contains 12806 members 
Mstep: Class 8 contains 106198 members 
Mstep: Class 9 contains 18904 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 66999 members 
Mstep: Class 13 contains 109829 members 
Mstep: Class 14 contains 12403 members 
Mstep: Class 15 contains 112711 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132728 members 
Mstep: Class 19 contains 4333 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 13357 members 
Mstep: Class 22 contains 20767 members 
Mstep: Class 23 contains 2858 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11608 members 
Mstep: Class 26 contains 24279 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 26521 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210872.000000 Penalty: 70409.367188
Iteration 218Q: 33 clusters Score -8.621087e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5318 members 
Mstep: Class 3 contains 4787 members 
Mstep: Class 4 contains 15436 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 26937 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 106333 members 
Mstep: Class 9 contains 18898 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67027 members 
Mstep: Class 13 contains 109904 members 
Mstep: Class 14 contains 12407 members 
Mstep: Class 15 contains 112694 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132767 members 
Mstep: Class 19 contains 4333 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 20796 members 
Mstep: Class 23 contains 2857 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 11604 members 
Mstep: Class 26 contains 24280 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 26525 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210904.000000 Penalty: 70409.367188
Iteration 219Q: 33 clusters Score -8.62109e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 4787 members 
Mstep: Class 4 contains 15442 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 26951 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 106446 members 
Mstep: Class 9 contains 18892 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67057 members 
Mstep: Class 13 contains 109974 members 
Mstep: Class 14 contains 12414 members 
Mstep: Class 15 contains 112710 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132801 members 
Mstep: Class 19 contains 4334 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 12754 members 
Mstep: Class 22 contains 20834 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 11600 members 
Mstep: Class 26 contains 24280 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 26523 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211024.000000 Penalty: 70409.367188
Iteration 220F: 33 clusters Score -8.621102e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 4787 members 
Mstep: Class 4 contains 15445 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 26964 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 106595 members 
Mstep: Class 9 contains 18876 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67084 members 
Mstep: Class 13 contains 110035 members 
Mstep: Class 14 contains 12417 members 
Mstep: Class 15 contains 112732 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132825 members 
Mstep: Class 19 contains 4333 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 12431 members 
Mstep: Class 22 contains 20874 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11598 members 
Mstep: Class 26 contains 24280 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 26524 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211216.000000 Penalty: 70409.367188
Iteration 221Q: 33 clusters Score -8.621122e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5328 members 
Mstep: Class 3 contains 4783 members 
Mstep: Class 4 contains 15444 members 
Mstep: Class 5 contains 3778 members 
Mstep: Class 6 contains 26981 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 106738 members 
Mstep: Class 9 contains 18866 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67111 members 
Mstep: Class 13 contains 110089 members 
Mstep: Class 14 contains 12423 members 
Mstep: Class 15 contains 112766 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132865 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 12101 members 
Mstep: Class 22 contains 20900 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11595 members 
Mstep: Class 26 contains 24282 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 26527 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211160.000000 Penalty: 70409.367188
Iteration 222Q: 33 clusters Score -8.621116e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5330 members 
Mstep: Class 3 contains 4783 members 
Mstep: Class 4 contains 15445 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 6 contains 27001 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 106916 members 
Mstep: Class 9 contains 18863 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67133 members 
Mstep: Class 13 contains 110135 members 
Mstep: Class 14 contains 12426 members 
Mstep: Class 15 contains 112797 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132899 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 11744 members 
Mstep: Class 22 contains 20932 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 11590 members 
Mstep: Class 26 contains 24286 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 26524 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211408.000000 Penalty: 70409.367188
Iteration 223Q: 33 clusters Score -8.621141e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 15450 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 27022 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 107094 members 
Mstep: Class 9 contains 18858 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67169 members 
Mstep: Class 13 contains 110179 members 
Mstep: Class 14 contains 12425 members 
Mstep: Class 15 contains 112819 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132921 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 11385 members 
Mstep: Class 22 contains 20968 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11586 members 
Mstep: Class 26 contains 24290 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26524 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211440.000000 Penalty: 70409.367188
Iteration 224Q: 33 clusters Score -8.621144e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 15457 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 6 contains 27047 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 107268 members 
Mstep: Class 9 contains 18846 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67202 members 
Mstep: Class 13 contains 110234 members 
Mstep: Class 14 contains 12430 members 
Mstep: Class 15 contains 112834 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132949 members 
Mstep: Class 19 contains 4330 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 11040 members 
Mstep: Class 22 contains 20991 members 
Mstep: Class 23 contains 2853 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 11582 members 
Mstep: Class 26 contains 24296 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26527 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211648.000000 Penalty: 70409.367188
Iteration 225Q: 33 clusters Score -8.621165e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 4773 members 
Mstep: Class 4 contains 15465 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 6 contains 27081 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 107438 members 
Mstep: Class 9 contains 18832 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67236 members 
Mstep: Class 13 contains 110297 members 
Mstep: Class 14 contains 12438 members 
Mstep: Class 15 contains 112817 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 132985 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 10694 members 
Mstep: Class 22 contains 21013 members 
Mstep: Class 23 contains 2853 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 11575 members 
Mstep: Class 26 contains 24303 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26532 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211600.000000 Penalty: 70409.367188
Iteration 226Q: 33 clusters Score -8.62116e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5323 members 
Mstep: Class 3 contains 4772 members 
Mstep: Class 4 contains 15477 members 
Mstep: Class 5 contains 3771 members 
Mstep: Class 6 contains 27108 members 
Mstep: Class 7 contains 12804 members 
Mstep: Class 8 contains 107603 members 
Mstep: Class 9 contains 18814 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67261 members 
Mstep: Class 13 contains 110353 members 
Mstep: Class 14 contains 12444 members 
Mstep: Class 15 contains 112837 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133023 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 3944 members 
Mstep: Class 21 contains 10342 members 
Mstep: Class 22 contains 21032 members 
Mstep: Class 23 contains 2853 members 
Mstep: Class 24 contains 2777 members 
Mstep: Class 25 contains 11569 members 
Mstep: Class 26 contains 24311 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26534 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211648.000000 Penalty: 70409.367188
Iteration 227Q: 33 clusters Score -8.621165e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5322 members 
Mstep: Class 3 contains 4774 members 
Mstep: Class 4 contains 15484 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 27124 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 107732 members 
Mstep: Class 9 contains 18805 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67292 members 
Mstep: Class 13 contains 110397 members 
Mstep: Class 14 contains 12452 members 
Mstep: Class 15 contains 112869 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133065 members 
Mstep: Class 19 contains 4334 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 9978 members 
Mstep: Class 22 contains 21073 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 2778 members 
Mstep: Class 25 contains 11561 members 
Mstep: Class 26 contains 24326 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26544 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211504.000000 Penalty: 70409.367188
Iteration 228Q: 33 clusters Score -8.62115e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 15491 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 6 contains 27151 members 
Mstep: Class 7 contains 12808 members 
Mstep: Class 8 contains 107894 members 
Mstep: Class 9 contains 18787 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67329 members 
Mstep: Class 13 contains 110441 members 
Mstep: Class 14 contains 12451 members 
Mstep: Class 15 contains 112888 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133089 members 
Mstep: Class 19 contains 4337 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 9610 members 
Mstep: Class 22 contains 21105 members 
Mstep: Class 23 contains 2853 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 11556 members 
Mstep: Class 26 contains 24339 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26559 members 
Mstep: Class 29 contains 1757 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211400.000000 Penalty: 70409.367188
Iteration 229Q: 33 clusters Score -8.62114e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 4767 members 
Mstep: Class 4 contains 15505 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 27174 members 
Mstep: Class 7 contains 12811 members 
Mstep: Class 8 contains 107962 members 
Mstep: Class 9 contains 18779 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67363 members 
Mstep: Class 13 contains 110492 members 
Mstep: Class 14 contains 12460 members 
Mstep: Class 15 contains 112906 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133150 members 
Mstep: Class 19 contains 4340 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 9279 members 
Mstep: Class 22 contains 21154 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 11546 members 
Mstep: Class 26 contains 24349 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26571 members 
Mstep: Class 29 contains 1758 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211584.000000 Penalty: 70409.367188
Iteration 230Q: 33 clusters Score -8.621158e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 4769 members 
Mstep: Class 4 contains 15519 members 
Mstep: Class 5 contains 3770 members 
Mstep: Class 6 contains 27202 members 
Mstep: Class 7 contains 12814 members 
Mstep: Class 8 contains 108047 members 
Mstep: Class 9 contains 18775 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67396 members 
Mstep: Class 13 contains 110533 members 
Mstep: Class 14 contains 12464 members 
Mstep: Class 15 contains 112929 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133175 members 
Mstep: Class 19 contains 4343 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 8943 members 
Mstep: Class 22 contains 21209 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11537 members 
Mstep: Class 26 contains 24361 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26587 members 
Mstep: Class 29 contains 1759 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211616.000000 Penalty: 70409.367188
Iteration 231Q: 33 clusters Score -8.621162e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 3770 members 
Mstep: Class 6 contains 27224 members 
Mstep: Class 7 contains 12818 members 
Mstep: Class 8 contains 108112 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67422 members 
Mstep: Class 13 contains 110573 members 
Mstep: Class 14 contains 12474 members 
Mstep: Class 15 contains 112936 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133231 members 
Mstep: Class 19 contains 4345 members 
Mstep: Class 20 contains 3942 members 
Mstep: Class 21 contains 8623 members 
Mstep: Class 22 contains 21261 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 11527 members 
Mstep: Class 26 contains 24372 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26603 members 
Mstep: Class 29 contains 1759 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211528.000000 Penalty: 70409.367188
Iteration 232Q: 33 clusters Score -8.621153e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 15552 members 
Mstep: Class 5 contains 3768 members 
Mstep: Class 6 contains 27236 members 
Mstep: Class 7 contains 12818 members 
Mstep: Class 8 contains 108198 members 
Mstep: Class 9 contains 18757 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67445 members 
Mstep: Class 13 contains 110625 members 
Mstep: Class 14 contains 12481 members 
Mstep: Class 15 contains 112925 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133288 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 8342 members 
Mstep: Class 22 contains 21303 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 2787 members 
Mstep: Class 25 contains 11517 members 
Mstep: Class 26 contains 24383 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26611 members 
Mstep: Class 29 contains 1761 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211528.000000 Penalty: 70409.367188
Iteration 233Q: 33 clusters Score -8.621153e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5351 members 
Mstep: Class 3 contains 4772 members 
Mstep: Class 4 contains 15561 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 27249 members 
Mstep: Class 7 contains 12813 members 
Mstep: Class 8 contains 108315 members 
Mstep: Class 9 contains 18745 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67458 members 
Mstep: Class 13 contains 110674 members 
Mstep: Class 14 contains 12483 members 
Mstep: Class 15 contains 112929 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133324 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 3940 members 
Mstep: Class 21 contains 8071 members 
Mstep: Class 22 contains 21337 members 
Mstep: Class 23 contains 2847 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 11509 members 
Mstep: Class 26 contains 24398 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26622 members 
Mstep: Class 29 contains 1763 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211464.000000 Penalty: 70409.367188
Iteration 234Q: 33 clusters Score -8.621146e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 15570 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 27257 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 108373 members 
Mstep: Class 9 contains 18726 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67479 members 
Mstep: Class 13 contains 110721 members 
Mstep: Class 14 contains 12491 members 
Mstep: Class 15 contains 112931 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133377 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 3940 members 
Mstep: Class 21 contains 7834 members 
Mstep: Class 22 contains 21380 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 11500 members 
Mstep: Class 26 contains 24412 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26637 members 
Mstep: Class 29 contains 1763 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211408.000000 Penalty: 70409.367188
Iteration 235Q: 33 clusters Score -8.621141e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 15572 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 27270 members 
Mstep: Class 7 contains 12807 members 
Mstep: Class 8 contains 108422 members 
Mstep: Class 9 contains 18721 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67493 members 
Mstep: Class 13 contains 110766 members 
Mstep: Class 14 contains 12501 members 
Mstep: Class 15 contains 112929 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133437 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 3940 members 
Mstep: Class 21 contains 7591 members 
Mstep: Class 22 contains 21420 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 11495 members 
Mstep: Class 26 contains 24424 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26653 members 
Mstep: Class 29 contains 1764 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211336.000000 Penalty: 70409.367188
Iteration 236Q: 33 clusters Score -8.621134e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 4774 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 27280 members 
Mstep: Class 7 contains 12808 members 
Mstep: Class 8 contains 108483 members 
Mstep: Class 9 contains 18714 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67507 members 
Mstep: Class 13 contains 110808 members 
Mstep: Class 14 contains 12508 members 
Mstep: Class 15 contains 112914 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133493 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 21467 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 2787 members 
Mstep: Class 25 contains 11490 members 
Mstep: Class 26 contains 24436 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 26667 members 
Mstep: Class 29 contains 1764 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 9422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211272.000000 Penalty: 70409.367188
Iteration 237Q: 33 clusters Score -8.621127e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 4768 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 27294 members 
Mstep: Class 7 contains 12805 members 
Mstep: Class 8 contains 108510 members 
Mstep: Class 9 contains 18707 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 67533 members 
Mstep: Class 13 contains 110854 members 
Mstep: Class 14 contains 12513 members 
Mstep: Class 15 contains 112913 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133541 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 7138 members 
Mstep: Class 22 contains 21505 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2785 members 
Mstep: Class 25 contains 11485 members 
Mstep: Class 26 contains 24450 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26673 members 
Mstep: Class 29 contains 1766 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211304.000000 Penalty: 70409.367188
Iteration 238Q: 33 clusters Score -8.62113e+07 nChanged 682
Entering ConstructFrom: 
Score: -86211304.000000 Penalty: 70409.367188
Entering ConstructFrom: 
Trying to split cluster 1 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -212269.828125 Penalty: 1212.703247
	Iteration 0F: 2 clusters Score -212269.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -210339.062500 Penalty: 2425.406494
	Iteration 0F: 3 clusters Score -210339.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210713.937500 Penalty: 2425.406494
	Iteration 1F: 3 clusters Score -210713.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -210799.390625 Penalty: 2425.406494
	Iteration 2F: 3 clusters Score -210799.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -210846.656250 Penalty: 2425.406494
	Iteration 3Q: 3 clusters Score -210846.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -210873.500000 Penalty: 2425.406494
	Iteration 4Q: 3 clusters Score -210873.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -210887.843750 Penalty: 2425.406494
	Iteration 5Q: 3 clusters Score -210887.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -210900.000000 Penalty: 2425.406494
	Iteration 6Q: 3 clusters Score -210900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -210908.375000 Penalty: 2425.406494
	Iteration 7Q: 3 clusters Score -210908.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -210914.484375 Penalty: 2425.406494
	Iteration 8Q: 3 clusters Score -210914.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -210924.265625 Penalty: 2425.406494
	Iteration 9Q: 3 clusters Score -210924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210928.687500 Penalty: 2425.406494
	Iteration 10Q: 3 clusters Score -210928.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -210933.703125 Penalty: 2425.406494
	Iteration 11Q: 3 clusters Score -210933.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -210939.750000 Penalty: 2425.406494
	Iteration 12Q: 3 clusters Score -210939.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -210942.906250 Penalty: 2425.406494
	Iteration 13Q: 3 clusters Score -210942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -210946.031250 Penalty: 2425.406494
	Iteration 14Q: 3 clusters Score -210946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -210946.031250 Penalty: 2425.406494
	Iteration 15F: 3 clusters Score -210946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -625422.750000 Penalty: 1395.796021
	Iteration 0F: 2 clusters Score -625422.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -621141.500000 Penalty: 2791.592041
	Iteration 0F: 3 clusters Score -621141.5 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -622285.937500 Penalty: 2791.592041
	Iteration 1F: 3 clusters Score -622285.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -622463.000000 Penalty: 2791.592041
	Iteration 2F: 3 clusters Score -622463 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -622590.125000 Penalty: 2791.592041
	Iteration 3Q: 3 clusters Score -622590.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -622677.562500 Penalty: 2791.592041
	Iteration 4Q: 3 clusters Score -622677.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -622745.875000 Penalty: 2791.592041
	Iteration 5Q: 3 clusters Score -622745.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -622809.687500 Penalty: 2791.592041
	Iteration 6Q: 3 clusters Score -622809.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -622859.062500 Penalty: 2791.592041
	Iteration 7Q: 3 clusters Score -622859.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -622905.625000 Penalty: 2791.592041
	Iteration 8Q: 3 clusters Score -622905.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -622949.750000 Penalty: 2791.592041
	Iteration 9Q: 3 clusters Score -622949.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -622985.062500 Penalty: 2791.592041
	Iteration 10Q: 3 clusters Score -622985.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -623020.375000 Penalty: 2791.592041
	Iteration 11Q: 3 clusters Score -623020.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -623057.500000 Penalty: 2791.592041
	Iteration 12Q: 3 clusters Score -623057.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -623104.375000 Penalty: 2791.592041
	Iteration 13Q: 3 clusters Score -623104.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -623149.250000 Penalty: 2791.592041
	Iteration 14Q: 3 clusters Score -623149.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -623201.937500 Penalty: 2791.592041
	Iteration 15Q: 3 clusters Score -623201.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -623250.437500 Penalty: 2791.592041
	Iteration 16Q: 3 clusters Score -623250.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -623307.562500 Penalty: 2791.592041
	Iteration 17Q: 3 clusters Score -623307.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -623375.875000 Penalty: 2791.592041
	Iteration 18Q: 3 clusters Score -623375.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -623456.437500 Penalty: 2791.592041
	Iteration 19Q: 3 clusters Score -623456.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -623518.000000 Penalty: 2791.592041
	Iteration 20F: 3 clusters Score -623518 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -623573.000000 Penalty: 2791.592041
	Iteration 21Q: 3 clusters Score -623573 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -623619.687500 Penalty: 2791.592041
	Iteration 22Q: 3 clusters Score -623619.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -623658.062500 Penalty: 2791.592041
	Iteration 23Q: 3 clusters Score -623658.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -623709.125000 Penalty: 2791.592041
	Iteration 24Q: 3 clusters Score -623709.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -623765.500000 Penalty: 2791.592041
	Iteration 25Q: 3 clusters Score -623765.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -623821.562500 Penalty: 2791.592041
	Iteration 26Q: 3 clusters Score -623821.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -623875.562500 Penalty: 2791.592041
	Iteration 27Q: 3 clusters Score -623875.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -623922.687500 Penalty: 2791.592041
	Iteration 28Q: 3 clusters Score -623922.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -623956.562500 Penalty: 2791.592041
	Iteration 29Q: 3 clusters Score -623956.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -623991.750000 Penalty: 2791.592041
	Iteration 30Q: 3 clusters Score -623991.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -624033.000000 Penalty: 2791.592041
	Iteration 31Q: 3 clusters Score -624033 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -624074.562500 Penalty: 2791.592041
	Iteration 32Q: 3 clusters Score -624074.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -624110.312500 Penalty: 2791.592041
	Iteration 33Q: 3 clusters Score -624110.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -624142.937500 Penalty: 2791.592041
	Iteration 34Q: 3 clusters Score -624142.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -624159.000000 Penalty: 2791.592041
	Iteration 35Q: 3 clusters Score -624159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -624176.937500 Penalty: 2791.592041
	Iteration 36Q: 3 clusters Score -624176.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -624195.625000 Penalty: 2791.592041
	Iteration 37Q: 3 clusters Score -624195.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -624205.812500 Penalty: 2791.592041
	Iteration 38Q: 3 clusters Score -624205.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -624213.250000 Penalty: 2791.592041
	Iteration 39Q: 3 clusters Score -624213.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -624217.562500 Penalty: 2791.592041
	Iteration 40F: 3 clusters Score -624217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -624222.875000 Penalty: 2791.592041
	Iteration 41Q: 3 clusters Score -624222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -624226.437500 Penalty: 2791.592041
	Iteration 42Q: 3 clusters Score -624226.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -624229.375000 Penalty: 2791.592041
	Iteration 43Q: 3 clusters Score -624229.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -624233.625000 Penalty: 2791.592041
	Iteration 44Q: 3 clusters Score -624233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -624236.875000 Penalty: 2791.592041
	Iteration 45Q: 3 clusters Score -624236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -624237.500000 Penalty: 2791.592041
	Iteration 46Q: 3 clusters Score -624237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -624238.937500 Penalty: 2791.592041
	Iteration 47Q: 3 clusters Score -624238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -624238.750000 Penalty: 2791.592041
	Iteration 48Q: 3 clusters Score -624238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -624239.250000 Penalty: 2791.592041
	Iteration 49Q: 3 clusters Score -624239.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -624239.250000 Penalty: 2791.592041
	Iteration 50F: 3 clusters Score -624239.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Entering Unmasked Estep 
Score: -520912.218750 Penalty: 1376.152832
	Iteration 0F: 2 clusters Score -520912.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -517029.343750 Penalty: 2752.305664
	Iteration 0F: 3 clusters Score -517029.3 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -518110.281250 Penalty: 2752.305664
	Iteration 1F: 3 clusters Score -518110.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -518273.906250 Penalty: 2752.305664
	Iteration 2F: 3 clusters Score -518273.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -518379.625000 Penalty: 2752.305664
	Iteration 3Q: 3 clusters Score -518379.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -518483.781250 Penalty: 2752.305664
	Iteration 4Q: 3 clusters Score -518483.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -518588.281250 Penalty: 2752.305664
	Iteration 5Q: 3 clusters Score -518588.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -518689.343750 Penalty: 2752.305664
	Iteration 6Q: 3 clusters Score -518689.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -518770.500000 Penalty: 2752.305664
	Iteration 7Q: 3 clusters Score -518770.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -518843.031250 Penalty: 2752.305664
	Iteration 8Q: 3 clusters Score -518843 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -518904.531250 Penalty: 2752.305664
	Iteration 9Q: 3 clusters Score -518904.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -518954.031250 Penalty: 2752.305664
	Iteration 10Q: 3 clusters Score -518954 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -519010.875000 Penalty: 2752.305664
	Iteration 11Q: 3 clusters Score -519010.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -519073.937500 Penalty: 2752.305664
	Iteration 12Q: 3 clusters Score -519073.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -519131.031250 Penalty: 2752.305664
	Iteration 13Q: 3 clusters Score -519131 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -519184.468750 Penalty: 2752.305664
	Iteration 14Q: 3 clusters Score -519184.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -519234.875000 Penalty: 2752.305664
	Iteration 15Q: 3 clusters Score -519234.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -519288.625000 Penalty: 2752.305664
	Iteration 16Q: 3 clusters Score -519288.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -519351.937500 Penalty: 2752.305664
	Iteration 17Q: 3 clusters Score -519351.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -519423.218750 Penalty: 2752.305664
	Iteration 18Q: 3 clusters Score -519423.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -519484.718750 Penalty: 2752.305664
	Iteration 19Q: 3 clusters Score -519484.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -519553.062500 Penalty: 2752.305664
	Iteration 20F: 3 clusters Score -519553.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -519624.156250 Penalty: 2752.305664
	Iteration 21Q: 3 clusters Score -519624.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -519678.750000 Penalty: 2752.305664
	Iteration 22Q: 3 clusters Score -519678.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -519715.843750 Penalty: 2752.305664
	Iteration 23Q: 3 clusters Score -519715.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -519752.062500 Penalty: 2752.305664
	Iteration 24Q: 3 clusters Score -519752.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -519788.468750 Penalty: 2752.305664
	Iteration 25Q: 3 clusters Score -519788.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -519825.250000 Penalty: 2752.305664
	Iteration 26Q: 3 clusters Score -519825.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -519864.375000 Penalty: 2752.305664
	Iteration 27Q: 3 clusters Score -519864.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -519898.468750 Penalty: 2752.305664
	Iteration 28Q: 3 clusters Score -519898.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -519917.312500 Penalty: 2752.305664
	Iteration 29Q: 3 clusters Score -519917.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -519937.125000 Penalty: 2752.305664
	Iteration 30Q: 3 clusters Score -519937.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -519959.468750 Penalty: 2752.305664
	Iteration 31Q: 3 clusters Score -519959.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -519973.968750 Penalty: 2752.305664
	Iteration 32Q: 3 clusters Score -519974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -519984.406250 Penalty: 2752.305664
	Iteration 33Q: 3 clusters Score -519984.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -519993.468750 Penalty: 2752.305664
	Iteration 34Q: 3 clusters Score -519993.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -520003.343750 Penalty: 2752.305664
	Iteration 35Q: 3 clusters Score -520003.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -520014.343750 Penalty: 2752.305664
	Iteration 36Q: 3 clusters Score -520014.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -520024.250000 Penalty: 2752.305664
	Iteration 37Q: 3 clusters Score -520024.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -520031.843750 Penalty: 2752.305664
	Iteration 38Q: 3 clusters Score -520031.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -520037.750000 Penalty: 2752.305664
	Iteration 39Q: 3 clusters Score -520037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -520038.781250 Penalty: 2752.305664
	Iteration 40F: 3 clusters Score -520038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -520039.906250 Penalty: 2752.305664
	Iteration 41Q: 3 clusters Score -520039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -520040.718750 Penalty: 2752.305664
	Iteration 42Q: 3 clusters Score -520040.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -520042.968750 Penalty: 2752.305664
	Iteration 43Q: 3 clusters Score -520043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -520042.968750 Penalty: 2752.305664
	Iteration 44F: 3 clusters Score -520043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Entering Unmasked Estep 
Score: -1818069.000000 Penalty: 1568.775024
	Iteration 0F: 2 clusters Score -1818069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1807215.625000 Penalty: 3137.550049
	Iteration 0F: 3 clusters Score -1807216 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1811005.000000 Penalty: 3137.550049
	Iteration 1F: 3 clusters Score -1811005 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1811279.375000 Penalty: 3137.550049
	Iteration 2F: 3 clusters Score -1811279 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1811474.250000 Penalty: 3137.550049
	Iteration 3Q: 3 clusters Score -1811474 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1811634.125000 Penalty: 3137.550049
	Iteration 4Q: 3 clusters Score -1811634 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1811770.500000 Penalty: 3137.550049
	Iteration 5Q: 3 clusters Score -1811770 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1811901.125000 Penalty: 3137.550049
	Iteration 6Q: 3 clusters Score -1811901 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1812040.625000 Penalty: 3137.550049
	Iteration 7Q: 3 clusters Score -1812041 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1812202.625000 Penalty: 3137.550049
	Iteration 8Q: 3 clusters Score -1812203 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1812395.125000 Penalty: 3137.550049
	Iteration 9Q: 3 clusters Score -1812395 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1812636.000000 Penalty: 3137.550049
	Iteration 10Q: 3 clusters Score -1812636 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1812937.625000 Penalty: 3137.550049
	Iteration 11Q: 3 clusters Score -1812938 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1813330.250000 Penalty: 3137.550049
	Iteration 12Q: 3 clusters Score -1813330 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1813736.875000 Penalty: 3137.550049
	Iteration 13Q: 3 clusters Score -1813737 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1814114.875000 Penalty: 3137.550049
	Iteration 14Q: 3 clusters Score -1814115 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1814490.125000 Penalty: 3137.550049
	Iteration 15Q: 3 clusters Score -1814490 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1814895.250000 Penalty: 3137.550049
	Iteration 16Q: 3 clusters Score -1814895 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1815235.875000 Penalty: 3137.550049
	Iteration 17Q: 3 clusters Score -1815236 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1815521.250000 Penalty: 3137.550049
	Iteration 18Q: 3 clusters Score -1815521 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1815747.250000 Penalty: 3137.550049
	Iteration 19Q: 3 clusters Score -1815747 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1815933.750000 Penalty: 3137.550049
	Iteration 20F: 3 clusters Score -1815934 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1816078.750000 Penalty: 3137.550049
	Iteration 21Q: 3 clusters Score -1816079 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1816223.250000 Penalty: 3137.550049
	Iteration 22Q: 3 clusters Score -1816223 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1816333.250000 Penalty: 3137.550049
	Iteration 23Q: 3 clusters Score -1816333 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1816438.750000 Penalty: 3137.550049
	Iteration 24Q: 3 clusters Score -1816439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1816509.125000 Penalty: 3137.550049
	Iteration 25Q: 3 clusters Score -1816509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1816553.375000 Penalty: 3137.550049
	Iteration 26Q: 3 clusters Score -1816553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1816586.250000 Penalty: 3137.550049
	Iteration 27Q: 3 clusters Score -1816586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1816612.000000 Penalty: 3137.550049
	Iteration 28Q: 3 clusters Score -1816612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1816633.500000 Penalty: 3137.550049
	Iteration 29Q: 3 clusters Score -1816634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1816643.500000 Penalty: 3137.550049
	Iteration 30Q: 3 clusters Score -1816644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1816647.875000 Penalty: 3137.550049
	Iteration 31Q: 3 clusters Score -1816648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1816652.750000 Penalty: 3137.550049
	Iteration 32Q: 3 clusters Score -1816653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1816656.250000 Penalty: 3137.550049
	Iteration 33Q: 3 clusters Score -1816656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1816660.250000 Penalty: 3137.550049
	Iteration 34Q: 3 clusters Score -1816660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1816666.250000 Penalty: 3137.550049
	Iteration 35Q: 3 clusters Score -1816666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1816669.500000 Penalty: 3137.550049
	Iteration 36Q: 3 clusters Score -1816670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1816668.500000 Penalty: 3137.550049
	Iteration 37Q: 3 clusters Score -1816668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1816671.875000 Penalty: 3137.550049
	Iteration 38Q: 3 clusters Score -1816672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1816673.125000 Penalty: 3137.550049
	Iteration 39Q: 3 clusters Score -1816673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1816673.625000 Penalty: 3137.550049
	Iteration 40F: 3 clusters Score -1816674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Entering Unmasked Estep 
Score: -431926.062500 Penalty: 1337.555298
	Iteration 0F: 2 clusters Score -431926.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -428717.875000 Penalty: 2675.110596
	Iteration 0F: 3 clusters Score -428717.9 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -429533.406250 Penalty: 2675.110596
	Iteration 1F: 3 clusters Score -429533.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -429699.125000 Penalty: 2675.110596
	Iteration 2F: 3 clusters Score -429699.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -429811.312500 Penalty: 2675.110596
	Iteration 3F: 3 clusters Score -429811.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -429899.218750 Penalty: 2675.110596
	Iteration 4Q: 3 clusters Score -429899.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -430001.968750 Penalty: 2675.110596
	Iteration 5Q: 3 clusters Score -430002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -430124.031250 Penalty: 2675.110596
	Iteration 6Q: 3 clusters Score -430124 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -430306.031250 Penalty: 2675.110596
	Iteration 7Q: 3 clusters Score -430306 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -430456.750000 Penalty: 2675.110596
	Iteration 8Q: 3 clusters Score -430456.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -430567.968750 Penalty: 2675.110596
	Iteration 9Q: 3 clusters Score -430568 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -430641.781250 Penalty: 2675.110596
	Iteration 10Q: 3 clusters Score -430641.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -430710.031250 Penalty: 2675.110596
	Iteration 11Q: 3 clusters Score -430710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -430769.906250 Penalty: 2675.110596
	Iteration 12Q: 3 clusters Score -430769.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -430824.843750 Penalty: 2675.110596
	Iteration 13Q: 3 clusters Score -430824.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -430850.156250 Penalty: 2675.110596
	Iteration 14Q: 3 clusters Score -430850.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -430865.531250 Penalty: 2675.110596
	Iteration 15Q: 3 clusters Score -430865.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -430880.593750 Penalty: 2675.110596
	Iteration 16Q: 3 clusters Score -430880.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -430892.312500 Penalty: 2675.110596
	Iteration 17Q: 3 clusters Score -430892.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -430904.500000 Penalty: 2675.110596
	Iteration 18Q: 3 clusters Score -430904.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -430910.781250 Penalty: 2675.110596
	Iteration 19Q: 3 clusters Score -430910.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -430920.875000 Penalty: 2675.110596
	Iteration 20F: 3 clusters Score -430920.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -430933.406250 Penalty: 2675.110596
	Iteration 21Q: 3 clusters Score -430933.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -430944.593750 Penalty: 2675.110596
	Iteration 22Q: 3 clusters Score -430944.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -430959.843750 Penalty: 2675.110596
	Iteration 23Q: 3 clusters Score -430959.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -430973.687500 Penalty: 2675.110596
	Iteration 24Q: 3 clusters Score -430973.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -430984.000000 Penalty: 2675.110596
	Iteration 25Q: 3 clusters Score -430984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -430991.781250 Penalty: 2675.110596
	Iteration 26Q: 3 clusters Score -430991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -430999.531250 Penalty: 2675.110596
	Iteration 27Q: 3 clusters Score -430999.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -431006.156250 Penalty: 2675.110596
	Iteration 28Q: 3 clusters Score -431006.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -431009.625000 Penalty: 2675.110596
	Iteration 29Q: 3 clusters Score -431009.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -431015.312500 Penalty: 2675.110596
	Iteration 30Q: 3 clusters Score -431015.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -431021.343750 Penalty: 2675.110596
	Iteration 31Q: 3 clusters Score -431021.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -431027.593750 Penalty: 2675.110596
	Iteration 32Q: 3 clusters Score -431027.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -431034.093750 Penalty: 2675.110596
	Iteration 33Q: 3 clusters Score -431034.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -431039.718750 Penalty: 2675.110596
	Iteration 34Q: 3 clusters Score -431039.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -431046.343750 Penalty: 2675.110596
	Iteration 35Q: 3 clusters Score -431046.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -431052.625000 Penalty: 2675.110596
	Iteration 36Q: 3 clusters Score -431052.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -431054.562500 Penalty: 2675.110596
	Iteration 37Q: 3 clusters Score -431054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -431057.718750 Penalty: 2675.110596
	Iteration 38Q: 3 clusters Score -431057.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -431058.531250 Penalty: 2675.110596
	Iteration 39Q: 3 clusters Score -431058.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -431061.531250 Penalty: 2675.110596
	Iteration 40F: 3 clusters Score -431061.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -431063.187500 Penalty: 2675.110596
	Iteration 41Q: 3 clusters Score -431063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -431064.656250 Penalty: 2675.110596
	Iteration 42Q: 3 clusters Score -431064.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -431069.687500 Penalty: 2675.110596
	Iteration 43Q: 3 clusters Score -431069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -431071.937500 Penalty: 2675.110596
	Iteration 44Q: 3 clusters Score -431071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -431073.031250 Penalty: 2675.110596
	Iteration 45Q: 3 clusters Score -431073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -431073.031250 Penalty: 2675.110596
	Iteration 46F: 3 clusters Score -431073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Entering Unmasked Estep 
Score: -3185921.750000 Penalty: 1659.962646
	Iteration 0F: 2 clusters Score -3185922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3167547.750000 Penalty: 3319.925293
	Iteration 0F: 3 clusters Score -3167548 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3174385.500000 Penalty: 3319.925293
	Iteration 1F: 3 clusters Score -3174386 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3174777.500000 Penalty: 3319.925293
	Iteration 2Q: 3 clusters Score -3174778 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3175218.750000 Penalty: 3319.925293
	Iteration 3Q: 3 clusters Score -3175219 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3175848.000000 Penalty: 3319.925293
	Iteration 4Q: 3 clusters Score -3175848 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3176727.750000 Penalty: 3319.925293
	Iteration 5F: 3 clusters Score -3176728 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3177933.500000 Penalty: 3319.925293
	Iteration 6F: 3 clusters Score -3177934 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3179450.250000 Penalty: 3319.925293
	Iteration 7F: 3 clusters Score -3179450 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3181145.500000 Penalty: 3319.925293
	Iteration 8F: 3 clusters Score -3181146 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3182386.000000 Penalty: 3319.925293
	Iteration 9F: 3 clusters Score -3182386 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3183067.500000 Penalty: 3319.925293
	Iteration 10Q: 3 clusters Score -3183068 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -3183429.500000 Penalty: 3319.925293
	Iteration 11Q: 3 clusters Score -3183430 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3183627.500000 Penalty: 3319.925293
	Iteration 12Q: 3 clusters Score -3183628 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3183789.500000 Penalty: 3319.925293
	Iteration 13Q: 3 clusters Score -3183790 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3183868.500000 Penalty: 3319.925293
	Iteration 14Q: 3 clusters Score -3183868 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3183954.500000 Penalty: 3319.925293
	Iteration 15Q: 3 clusters Score -3183954 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3184019.250000 Penalty: 3319.925293
	Iteration 16Q: 3 clusters Score -3184019 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3184068.750000 Penalty: 3319.925293
	Iteration 17Q: 3 clusters Score -3184069 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3184125.500000 Penalty: 3319.925293
	Iteration 18Q: 3 clusters Score -3184126 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3184177.750000 Penalty: 3319.925293
	Iteration 19Q: 3 clusters Score -3184178 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3184217.500000 Penalty: 3319.925293
	Iteration 20F: 3 clusters Score -3184218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3184261.250000 Penalty: 3319.925293
	Iteration 21Q: 3 clusters Score -3184261 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3184281.500000 Penalty: 3319.925293
	Iteration 22Q: 3 clusters Score -3184282 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3184315.000000 Penalty: 3319.925293
	Iteration 23Q: 3 clusters Score -3184315 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3184335.250000 Penalty: 3319.925293
	Iteration 24Q: 3 clusters Score -3184335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3184360.500000 Penalty: 3319.925293
	Iteration 25Q: 3 clusters Score -3184360 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3184388.500000 Penalty: 3319.925293
	Iteration 26Q: 3 clusters Score -3184388 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3184420.750000 Penalty: 3319.925293
	Iteration 27Q: 3 clusters Score -3184421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3184446.250000 Penalty: 3319.925293
	Iteration 28Q: 3 clusters Score -3184446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3184471.250000 Penalty: 3319.925293
	Iteration 29Q: 3 clusters Score -3184471 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3184486.500000 Penalty: 3319.925293
	Iteration 30Q: 3 clusters Score -3184486 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3184506.000000 Penalty: 3319.925293
	Iteration 31Q: 3 clusters Score -3184506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3184539.000000 Penalty: 3319.925293
	Iteration 32Q: 3 clusters Score -3184539 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3184564.500000 Penalty: 3319.925293
	Iteration 33Q: 3 clusters Score -3184564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3184589.250000 Penalty: 3319.925293
	Iteration 34Q: 3 clusters Score -3184589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3184619.250000 Penalty: 3319.925293
	Iteration 35Q: 3 clusters Score -3184619 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3184654.500000 Penalty: 3319.925293
	Iteration 36Q: 3 clusters Score -3184654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3184676.500000 Penalty: 3319.925293
	Iteration 37Q: 3 clusters Score -3184676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3184709.250000 Penalty: 3319.925293
	Iteration 38Q: 3 clusters Score -3184709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3184730.000000 Penalty: 3319.925293
	Iteration 39Q: 3 clusters Score -3184730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3184751.750000 Penalty: 3319.925293
	Iteration 40F: 3 clusters Score -3184752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3184764.500000 Penalty: 3319.925293
	Iteration 41Q: 3 clusters Score -3184764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3184772.500000 Penalty: 3319.925293
	Iteration 42Q: 3 clusters Score -3184772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3184770.750000 Penalty: 3319.925293
	Iteration 43Q: 3 clusters Score -3184771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3184776.750000 Penalty: 3319.925293
	Iteration 44Q: 3 clusters Score -3184777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3184783.250000 Penalty: 3319.925293
	Iteration 45Q: 3 clusters Score -3184783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3184782.000000 Penalty: 3319.925293
	Iteration 46Q: 3 clusters Score -3184782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3184786.250000 Penalty: 3319.925293
	Iteration 47Q: 3 clusters Score -3184786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3184787.750000 Penalty: 3319.925293
	Iteration 48Q: 3 clusters Score -3184788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3184791.500000 Penalty: 3319.925293
	Iteration 49Q: 3 clusters Score -3184792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3184796.000000 Penalty: 3319.925293
	Iteration 50Q: 3 clusters Score -3184796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3184795.000000 Penalty: 3319.925293
	Iteration 51Q: 3 clusters Score -3184795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3184794.750000 Penalty: 3319.925293
	Iteration 52Q: 3 clusters Score -3184795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3184797.250000 Penalty: 3319.925293
	Iteration 53Q: 3 clusters Score -3184797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3184804.750000 Penalty: 3319.925293
	Iteration 54Q: 3 clusters Score -3184805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3184800.000000 Penalty: 3319.925293
	Iteration 55Q: 3 clusters Score -3184800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3184804.000000 Penalty: 3319.925293
	Iteration 56Q: 3 clusters Score -3184804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3184801.750000 Penalty: 3319.925293
	Iteration 57Q: 3 clusters Score -3184802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3184805.750000 Penalty: 3319.925293
	Iteration 58Q: 3 clusters Score -3184806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3184813.000000 Penalty: 3319.925293
	Iteration 59Q: 3 clusters Score -3184813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3184810.750000 Penalty: 3319.925293
	Iteration 60F: 3 clusters Score -3184811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3184815.000000 Penalty: 3319.925293
	Iteration 61Q: 3 clusters Score -3184815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3184817.250000 Penalty: 3319.925293
	Iteration 62Q: 3 clusters Score -3184817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3184816.000000 Penalty: 3319.925293
	Iteration 63Q: 3 clusters Score -3184816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3184814.250000 Penalty: 3319.925293
	Iteration 64Q: 3 clusters Score -3184814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3184817.000000 Penalty: 3319.925293
	Iteration 65Q: 3 clusters Score -3184817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3184818.250000 Penalty: 3319.925293
	Iteration 66Q: 3 clusters Score -3184818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3184818.750000 Penalty: 3319.925293
	Iteration 67Q: 3 clusters Score -3184819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3184818.750000 Penalty: 3319.925293
	Iteration 68F: 3 clusters Score -3184819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Entering Unmasked Estep 
Score: -1496521.875000 Penalty: 1536.833130
	Iteration 0F: 2 clusters Score -1496522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1487523.875000 Penalty: 3073.666260
	Iteration 0F: 3 clusters Score -1487524 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1490605.375000 Penalty: 3073.666260
	Iteration 1F: 3 clusters Score -1490605 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1490942.500000 Penalty: 3073.666260
	Iteration 2F: 3 clusters Score -1490942 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1491262.875000 Penalty: 3073.666260
	Iteration 3F: 3 clusters Score -1491263 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1491629.125000 Penalty: 3073.666260
	Iteration 4F: 3 clusters Score -1491629 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1492028.250000 Penalty: 3073.666260
	Iteration 5F: 3 clusters Score -1492028 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1492419.250000 Penalty: 3073.666260
	Iteration 6Q: 3 clusters Score -1492419 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1492819.250000 Penalty: 3073.666260
	Iteration 7Q: 3 clusters Score -1492819 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1493220.875000 Penalty: 3073.666260
	Iteration 8Q: 3 clusters Score -1493221 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1493568.625000 Penalty: 3073.666260
	Iteration 9Q: 3 clusters Score -1493569 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1493909.875000 Penalty: 3073.666260
	Iteration 10Q: 3 clusters Score -1493910 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1494171.250000 Penalty: 3073.666260
	Iteration 11Q: 3 clusters Score -1494171 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1494401.000000 Penalty: 3073.666260
	Iteration 12Q: 3 clusters Score -1494401 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1494567.375000 Penalty: 3073.666260
	Iteration 13Q: 3 clusters Score -1494567 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1494721.375000 Penalty: 3073.666260
	Iteration 14Q: 3 clusters Score -1494721 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1494853.375000 Penalty: 3073.666260
	Iteration 15Q: 3 clusters Score -1494853 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1494931.250000 Penalty: 3073.666260
	Iteration 16Q: 3 clusters Score -1494931 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1494999.625000 Penalty: 3073.666260
	Iteration 17Q: 3 clusters Score -1495000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1495050.500000 Penalty: 3073.666260
	Iteration 18Q: 3 clusters Score -1495050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1495082.750000 Penalty: 3073.666260
	Iteration 19Q: 3 clusters Score -1495083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1495101.375000 Penalty: 3073.666260
	Iteration 20F: 3 clusters Score -1495101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1495119.750000 Penalty: 3073.666260
	Iteration 21Q: 3 clusters Score -1495120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1495142.375000 Penalty: 3073.666260
	Iteration 22Q: 3 clusters Score -1495142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1495158.000000 Penalty: 3073.666260
	Iteration 23Q: 3 clusters Score -1495158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1495165.875000 Penalty: 3073.666260
	Iteration 24Q: 3 clusters Score -1495166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1495172.500000 Penalty: 3073.666260
	Iteration 25Q: 3 clusters Score -1495172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1495174.750000 Penalty: 3073.666260
	Iteration 26Q: 3 clusters Score -1495175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1495178.750000 Penalty: 3073.666260
	Iteration 27Q: 3 clusters Score -1495179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1495182.125000 Penalty: 3073.666260
	Iteration 28Q: 3 clusters Score -1495182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1495184.625000 Penalty: 3073.666260
	Iteration 29Q: 3 clusters Score -1495185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1495188.125000 Penalty: 3073.666260
	Iteration 30Q: 3 clusters Score -1495188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1495192.000000 Penalty: 3073.666260
	Iteration 31Q: 3 clusters Score -1495192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1495193.500000 Penalty: 3073.666260
	Iteration 32Q: 3 clusters Score -1495194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1495193.500000 Penalty: 3073.666260
	Iteration 33F: 3 clusters Score -1495194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108551 members 
Entering Unmasked Estep 
Score: -12672499.000000 Penalty: 1884.183472
	Iteration 0F: 2 clusters Score -1.26725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -12605549.000000 Penalty: 3768.366943
	Iteration 0F: 3 clusters Score -1.260555e+07 nChanged 52109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -12636384.000000 Penalty: 3768.366943
	Iteration 1F: 3 clusters Score -1.263638e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -12637506.000000 Penalty: 3768.366943
	Iteration 2Q: 3 clusters Score -1.263751e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -12639608.000000 Penalty: 3768.366943
	Iteration 3Q: 3 clusters Score -1.263961e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -12643407.000000 Penalty: 3768.366943
	Iteration 4F: 3 clusters Score -1.264341e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -12649681.000000 Penalty: 3768.366943
	Iteration 5F: 3 clusters Score -1.264968e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -12657018.000000 Penalty: 3768.366943
	Iteration 6F: 3 clusters Score -1.265702e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -12663324.000000 Penalty: 3768.366943
	Iteration 7F: 3 clusters Score -1.266332e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102257 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -12667550.000000 Penalty: 3768.366943
	Iteration 8F: 3 clusters Score -1.266755e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105088 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -12669440.000000 Penalty: 3768.366943
	Iteration 9Q: 3 clusters Score -1.266944e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -12670166.000000 Penalty: 3768.366943
	Iteration 10Q: 3 clusters Score -1.267017e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107251 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -12670495.000000 Penalty: 3768.366943
	Iteration 11Q: 3 clusters Score -1.26705e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107660 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12670683.000000 Penalty: 3768.366943
	Iteration 12Q: 3 clusters Score -1.267068e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107861 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12670791.000000 Penalty: 3768.366943
	Iteration 13Q: 3 clusters Score -1.267079e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107980 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12670848.000000 Penalty: 3768.366943
	Iteration 14Q: 3 clusters Score -1.267085e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -12670897.000000 Penalty: 3768.366943
	Iteration 15Q: 3 clusters Score -1.26709e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12670923.000000 Penalty: 3768.366943
	Iteration 16Q: 3 clusters Score -1.267092e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108101 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12670921.000000 Penalty: 3768.366943
	Iteration 17Q: 3 clusters Score -1.267092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108118 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -12670940.000000 Penalty: 3768.366943
	Iteration 18Q: 3 clusters Score -1.267094e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108130 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12670944.000000 Penalty: 3768.366943
	Iteration 19Q: 3 clusters Score -1.267094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12670945.000000 Penalty: 3768.366943
	Iteration 20F: 3 clusters Score -1.267094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -12670950.000000 Penalty: 3768.366943
	Iteration 21Q: 3 clusters Score -1.267095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108146 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12670941.000000 Penalty: 3768.366943
	Iteration 22Q: 3 clusters Score -1.267094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12670954.000000 Penalty: 3768.366943
	Iteration 23Q: 3 clusters Score -1.267095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108159 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12670943.000000 Penalty: 3768.366943
	Iteration 24Q: 3 clusters Score -1.267094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108166 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12670950.000000 Penalty: 3768.366943
	Iteration 25Q: 3 clusters Score -1.267095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108168 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -12670947.000000 Penalty: 3768.366943
	Iteration 26Q: 3 clusters Score -1.267095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12670945.000000 Penalty: 3768.366943
	Iteration 27Q: 3 clusters Score -1.267094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108170 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12670943.000000 Penalty: 3768.366943
	Iteration 28Q: 3 clusters Score -1.267094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12670950.000000 Penalty: 3768.366943
	Iteration 29Q: 3 clusters Score -1.267095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12670950.000000 Penalty: 3768.366943
	Iteration 30F: 3 clusters Score -1.267095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Entering Unmasked Estep 
Score: -2170397.000000 Penalty: 1598.412720
	Iteration 0F: 2 clusters Score -2170397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2157559.000000 Penalty: 3196.825439
	Iteration 0F: 3 clusters Score -2157559 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2161945.750000 Penalty: 3196.825439
	Iteration 1F: 3 clusters Score -2161946 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2162202.250000 Penalty: 3196.825439
	Iteration 2Q: 3 clusters Score -2162202 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2162438.250000 Penalty: 3196.825439
	Iteration 3Q: 3 clusters Score -2162438 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2162644.000000 Penalty: 3196.825439
	Iteration 4Q: 3 clusters Score -2162644 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2162817.000000 Penalty: 3196.825439
	Iteration 5Q: 3 clusters Score -2162817 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2162986.250000 Penalty: 3196.825439
	Iteration 6Q: 3 clusters Score -2162986 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2163223.500000 Penalty: 3196.825439
	Iteration 7Q: 3 clusters Score -2163224 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2163563.500000 Penalty: 3196.825439
	Iteration 8Q: 3 clusters Score -2163564 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2164023.500000 Penalty: 3196.825439
	Iteration 9Q: 3 clusters Score -2164024 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2164682.250000 Penalty: 3196.825439
	Iteration 10F: 3 clusters Score -2164682 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2165641.250000 Penalty: 3196.825439
	Iteration 11F: 3 clusters Score -2165641 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2166663.750000 Penalty: 3196.825439
	Iteration 12F: 3 clusters Score -2166664 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2167622.500000 Penalty: 3196.825439
	Iteration 13F: 3 clusters Score -2167622 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2168242.750000 Penalty: 3196.825439
	Iteration 14Q: 3 clusters Score -2168243 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2168615.000000 Penalty: 3196.825439
	Iteration 15Q: 3 clusters Score -2168615 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2168777.250000 Penalty: 3196.825439
	Iteration 16Q: 3 clusters Score -2168777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2168853.000000 Penalty: 3196.825439
	Iteration 17Q: 3 clusters Score -2168853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2168907.000000 Penalty: 3196.825439
	Iteration 18Q: 3 clusters Score -2168907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2168931.750000 Penalty: 3196.825439
	Iteration 19Q: 3 clusters Score -2168932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2168965.750000 Penalty: 3196.825439
	Iteration 20F: 3 clusters Score -2168966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2168991.500000 Penalty: 3196.825439
	Iteration 21Q: 3 clusters Score -2168992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2169004.750000 Penalty: 3196.825439
	Iteration 22Q: 3 clusters Score -2169005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2169011.750000 Penalty: 3196.825439
	Iteration 23Q: 3 clusters Score -2169012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2169022.750000 Penalty: 3196.825439
	Iteration 24Q: 3 clusters Score -2169023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2169025.250000 Penalty: 3196.825439
	Iteration 25Q: 3 clusters Score -2169025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2169031.000000 Penalty: 3196.825439
	Iteration 26Q: 3 clusters Score -2169031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2169031.250000 Penalty: 3196.825439
	Iteration 27Q: 3 clusters Score -2169031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2169031.250000 Penalty: 3196.825439
	Iteration 28F: 3 clusters Score -2169031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -300453.656250 Penalty: 1277.405396
	Iteration 0F: 2 clusters Score -300453.7 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 1293 members 
Entering Unmasked Estep 
Score: -297941.593750 Penalty: 2554.810791
	Iteration 0F: 3 clusters Score -297941.6 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -298502.656250 Penalty: 2554.810791
	Iteration 1F: 3 clusters Score -298502.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -298648.406250 Penalty: 2554.810791
	Iteration 2F: 3 clusters Score -298648.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -298725.437500 Penalty: 2554.810791
	Iteration 3F: 3 clusters Score -298725.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -298761.812500 Penalty: 2554.810791
	Iteration 4Q: 3 clusters Score -298761.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -298783.031250 Penalty: 2554.810791
	Iteration 5Q: 3 clusters Score -298783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -298808.250000 Penalty: 2554.810791
	Iteration 6Q: 3 clusters Score -298808.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -298825.437500 Penalty: 2554.810791
	Iteration 7Q: 3 clusters Score -298825.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -298841.781250 Penalty: 2554.810791
	Iteration 8Q: 3 clusters Score -298841.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -298854.906250 Penalty: 2554.810791
	Iteration 9Q: 3 clusters Score -298854.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -298863.156250 Penalty: 2554.810791
	Iteration 10Q: 3 clusters Score -298863.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -298869.062500 Penalty: 2554.810791
	Iteration 11Q: 3 clusters Score -298869.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -298871.875000 Penalty: 2554.810791
	Iteration 12Q: 3 clusters Score -298871.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -298874.562500 Penalty: 2554.810791
	Iteration 13Q: 3 clusters Score -298874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -298876.656250 Penalty: 2554.810791
	Iteration 14Q: 3 clusters Score -298876.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -298878.781250 Penalty: 2554.810791
	Iteration 15Q: 3 clusters Score -298878.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -298883.312500 Penalty: 2554.810791
	Iteration 16Q: 3 clusters Score -298883.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -298889.968750 Penalty: 2554.810791
	Iteration 17Q: 3 clusters Score -298890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -298897.906250 Penalty: 2554.810791
	Iteration 18Q: 3 clusters Score -298897.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -298908.312500 Penalty: 2554.810791
	Iteration 19Q: 3 clusters Score -298908.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -298918.687500 Penalty: 2554.810791
	Iteration 20F: 3 clusters Score -298918.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -298933.000000 Penalty: 2554.810791
	Iteration 21Q: 3 clusters Score -298933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -298947.937500 Penalty: 2554.810791
	Iteration 22Q: 3 clusters Score -298947.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -298967.125000 Penalty: 2554.810791
	Iteration 23Q: 3 clusters Score -298967.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -298992.593750 Penalty: 2554.810791
	Iteration 24Q: 3 clusters Score -298992.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -299021.531250 Penalty: 2554.810791
	Iteration 25Q: 3 clusters Score -299021.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -299045.750000 Penalty: 2554.810791
	Iteration 26Q: 3 clusters Score -299045.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -299065.937500 Penalty: 2554.810791
	Iteration 27Q: 3 clusters Score -299065.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -299096.718750 Penalty: 2554.810791
	Iteration 28Q: 3 clusters Score -299096.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -299124.593750 Penalty: 2554.810791
	Iteration 29Q: 3 clusters Score -299124.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -299148.812500 Penalty: 2554.810791
	Iteration 30Q: 3 clusters Score -299148.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -299165.468750 Penalty: 2554.810791
	Iteration 31Q: 3 clusters Score -299165.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -299178.062500 Penalty: 2554.810791
	Iteration 32Q: 3 clusters Score -299178.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -299190.718750 Penalty: 2554.810791
	Iteration 33Q: 3 clusters Score -299190.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -299203.937500 Penalty: 2554.810791
	Iteration 34Q: 3 clusters Score -299203.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -299217.156250 Penalty: 2554.810791
	Iteration 35Q: 3 clusters Score -299217.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -299232.281250 Penalty: 2554.810791
	Iteration 36Q: 3 clusters Score -299232.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -299246.531250 Penalty: 2554.810791
	Iteration 37Q: 3 clusters Score -299246.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -299265.812500 Penalty: 2554.810791
	Iteration 38Q: 3 clusters Score -299265.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -299283.843750 Penalty: 2554.810791
	Iteration 39Q: 3 clusters Score -299283.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -299306.500000 Penalty: 2554.810791
	Iteration 40F: 3 clusters Score -299306.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -299338.625000 Penalty: 2554.810791
	Iteration 41Q: 3 clusters Score -299338.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -299368.312500 Penalty: 2554.810791
	Iteration 42Q: 3 clusters Score -299368.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -299392.343750 Penalty: 2554.810791
	Iteration 43Q: 3 clusters Score -299392.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -299410.187500 Penalty: 2554.810791
	Iteration 44Q: 3 clusters Score -299410.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -299425.562500 Penalty: 2554.810791
	Iteration 45Q: 3 clusters Score -299425.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -299440.250000 Penalty: 2554.810791
	Iteration 46Q: 3 clusters Score -299440.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -299450.375000 Penalty: 2554.810791
	Iteration 47Q: 3 clusters Score -299450.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -299457.531250 Penalty: 2554.810791
	Iteration 48Q: 3 clusters Score -299457.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -299463.625000 Penalty: 2554.810791
	Iteration 49Q: 3 clusters Score -299463.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -299471.562500 Penalty: 2554.810791
	Iteration 50Q: 3 clusters Score -299471.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -299478.062500 Penalty: 2554.810791
	Iteration 51Q: 3 clusters Score -299478.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -299483.937500 Penalty: 2554.810791
	Iteration 52Q: 3 clusters Score -299483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -299487.843750 Penalty: 2554.810791
	Iteration 53Q: 3 clusters Score -299487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -299490.875000 Penalty: 2554.810791
	Iteration 54Q: 3 clusters Score -299490.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -299495.625000 Penalty: 2554.810791
	Iteration 55Q: 3 clusters Score -299495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -299499.781250 Penalty: 2554.810791
	Iteration 56Q: 3 clusters Score -299499.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -299504.468750 Penalty: 2554.810791
	Iteration 57Q: 3 clusters Score -299504.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -299507.875000 Penalty: 2554.810791
	Iteration 58Q: 3 clusters Score -299507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -299512.625000 Penalty: 2554.810791
	Iteration 59Q: 3 clusters Score -299512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -299514.437500 Penalty: 2554.810791
	Iteration 60F: 3 clusters Score -299514.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -41122.363281 Penalty: 978.416260
	Iteration 0F: 2 clusters Score -41122.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40189.484375 Penalty: 1956.832520
	Iteration 0F: 3 clusters Score -40189.48 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40385.484375 Penalty: 1956.832520
	Iteration 1F: 3 clusters Score -40385.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40448.746094 Penalty: 1956.832520
	Iteration 2F: 3 clusters Score -40448.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40489.890625 Penalty: 1956.832520
	Iteration 3Q: 3 clusters Score -40489.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40531.265625 Penalty: 1956.832520
	Iteration 4Q: 3 clusters Score -40531.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40579.871094 Penalty: 1956.832520
	Iteration 5Q: 3 clusters Score -40579.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40598.597656 Penalty: 1956.832520
	Iteration 6Q: 3 clusters Score -40598.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40616.492188 Penalty: 1956.832520
	Iteration 7Q: 3 clusters Score -40616.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40637.035156 Penalty: 1956.832520
	Iteration 8Q: 3 clusters Score -40637.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40658.175781 Penalty: 1956.832520
	Iteration 9Q: 3 clusters Score -40658.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40671.738281 Penalty: 1956.832520
	Iteration 10Q: 3 clusters Score -40671.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40680.933594 Penalty: 1956.832520
	Iteration 11Q: 3 clusters Score -40680.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40690.156250 Penalty: 1956.832520
	Iteration 12Q: 3 clusters Score -40690.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40691.210938 Penalty: 1956.832520
	Iteration 13Q: 3 clusters Score -40691.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40691.210938 Penalty: 1956.832520
	Iteration 14F: 3 clusters Score -40691.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Entering Unmasked Estep 
Score: -7871196.500000 Penalty: 1807.125366
	Iteration 0F: 2 clusters Score -7871196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -7826359.500000 Penalty: 3614.250732
	Iteration 0F: 3 clusters Score -7826360 nChanged 31871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -7844646.500000 Penalty: 3614.250732
	Iteration 1F: 3 clusters Score -7844646 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -7845368.000000 Penalty: 3614.250732
	Iteration 2Q: 3 clusters Score -7845368 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -7846268.500000 Penalty: 3614.250732
	Iteration 3Q: 3 clusters Score -7846268 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -7847572.000000 Penalty: 3614.250732
	Iteration 4Q: 3 clusters Score -7847572 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -7849763.000000 Penalty: 3614.250732
	Iteration 5F: 3 clusters Score -7849763 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -7852850.500000 Penalty: 3614.250732
	Iteration 6F: 3 clusters Score -7852850 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -7856489.000000 Penalty: 3614.250732
	Iteration 7F: 3 clusters Score -7856489 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -7859937.000000 Penalty: 3614.250732
	Iteration 8F: 3 clusters Score -7859937 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -7862716.500000 Penalty: 3614.250732
	Iteration 9F: 3 clusters Score -7862716 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -7864672.000000 Penalty: 3614.250732
	Iteration 10Q: 3 clusters Score -7864672 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -7865958.000000 Penalty: 3614.250732
	Iteration 11Q: 3 clusters Score -7865958 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60349 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -7866811.000000 Penalty: 3614.250732
	Iteration 12Q: 3 clusters Score -7866811 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -7867445.000000 Penalty: 3614.250732
	Iteration 13Q: 3 clusters Score -7867445 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -7867911.000000 Penalty: 3614.250732
	Iteration 14Q: 3 clusters Score -7867911 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -7868319.500000 Penalty: 3614.250732
	Iteration 15Q: 3 clusters Score -7868320 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7868684.500000 Penalty: 3614.250732
	Iteration 16Q: 3 clusters Score -7868684 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7868985.500000 Penalty: 3614.250732
	Iteration 17Q: 3 clusters Score -7868986 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -7869242.500000 Penalty: 3614.250732
	Iteration 18Q: 3 clusters Score -7869242 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7869392.500000 Penalty: 3614.250732
	Iteration 19Q: 3 clusters Score -7869392 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7869516.500000 Penalty: 3614.250732
	Iteration 20F: 3 clusters Score -7869516 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7869587.000000 Penalty: 3614.250732
	Iteration 21Q: 3 clusters Score -7869587 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7869650.500000 Penalty: 3614.250732
	Iteration 22Q: 3 clusters Score -7869650 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7869703.500000 Penalty: 3614.250732
	Iteration 23Q: 3 clusters Score -7869704 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7869735.500000 Penalty: 3614.250732
	Iteration 24Q: 3 clusters Score -7869736 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7869755.500000 Penalty: 3614.250732
	Iteration 25Q: 3 clusters Score -7869756 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7869777.500000 Penalty: 3614.250732
	Iteration 26Q: 3 clusters Score -7869778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7869777.500000 Penalty: 3614.250732
	Iteration 27Q: 3 clusters Score -7869778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7869797.000000 Penalty: 3614.250732
	Iteration 28Q: 3 clusters Score -7869797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7869791.000000 Penalty: 3614.250732
	Iteration 29Q: 3 clusters Score -7869791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7869805.000000 Penalty: 3614.250732
	Iteration 30Q: 3 clusters Score -7869805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7869808.500000 Penalty: 3614.250732
	Iteration 31Q: 3 clusters Score -7869808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7869807.000000 Penalty: 3614.250732
	Iteration 32Q: 3 clusters Score -7869807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7869810.000000 Penalty: 3614.250732
	Iteration 33Q: 3 clusters Score -7869810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7869816.000000 Penalty: 3614.250732
	Iteration 34Q: 3 clusters Score -7869816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7869818.000000 Penalty: 3614.250732
	Iteration 35Q: 3 clusters Score -7869818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7869809.000000 Penalty: 3614.250732
	Iteration 36Q: 3 clusters Score -7869809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7869818.000000 Penalty: 3614.250732
	Iteration 37Q: 3 clusters Score -7869818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7869816.000000 Penalty: 3614.250732
	Iteration 38Q: 3 clusters Score -7869816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7869818.000000 Penalty: 3614.250732
	Iteration 39Q: 3 clusters Score -7869818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7869818.500000 Penalty: 3614.250732
	Iteration 40F: 3 clusters Score -7869818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7869824.500000 Penalty: 3614.250732
	Iteration 41Q: 3 clusters Score -7869824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7869825.500000 Penalty: 3614.250732
	Iteration 42Q: 3 clusters Score -7869826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7869834.500000 Penalty: 3614.250732
	Iteration 43Q: 3 clusters Score -7869834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7869835.500000 Penalty: 3614.250732
	Iteration 44Q: 3 clusters Score -7869836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7869841.000000 Penalty: 3614.250732
	Iteration 45Q: 3 clusters Score -7869841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7869839.500000 Penalty: 3614.250732
	Iteration 46Q: 3 clusters Score -7869840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66660 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7869842.500000 Penalty: 3614.250732
	Iteration 47Q: 3 clusters Score -7869842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66668 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7869845.000000 Penalty: 3614.250732
	Iteration 48Q: 3 clusters Score -7869845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7869853.500000 Penalty: 3614.250732
	Iteration 49Q: 3 clusters Score -7869854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7869849.000000 Penalty: 3614.250732
	Iteration 50Q: 3 clusters Score -7869849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7869849.000000 Penalty: 3614.250732
	Iteration 51Q: 3 clusters Score -7869849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7869845.500000 Penalty: 3614.250732
	Iteration 52Q: 3 clusters Score -7869846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7869844.000000 Penalty: 3614.250732
	Iteration 53Q: 3 clusters Score -7869844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7869852.500000 Penalty: 3614.250732
	Iteration 54Q: 3 clusters Score -7869852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7869849.500000 Penalty: 3614.250732
	Iteration 55Q: 3 clusters Score -7869850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7869851.500000 Penalty: 3614.250732
	Iteration 56Q: 3 clusters Score -7869852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7869847.500000 Penalty: 3614.250732
	Iteration 57Q: 3 clusters Score -7869848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66732 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7869852.000000 Penalty: 3614.250732
	Iteration 58Q: 3 clusters Score -7869852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7869849.000000 Penalty: 3614.250732
	Iteration 59Q: 3 clusters Score -7869849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7869853.000000 Penalty: 3614.250732
	Iteration 60F: 3 clusters Score -7869853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7869855.500000 Penalty: 3614.250732
	Iteration 61Q: 3 clusters Score -7869856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7869862.000000 Penalty: 3614.250732
	Iteration 62Q: 3 clusters Score -7869862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7869863.500000 Penalty: 3614.250732
	Iteration 63Q: 3 clusters Score -7869864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7869859.500000 Penalty: 3614.250732
	Iteration 64Q: 3 clusters Score -7869860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7869863.000000 Penalty: 3614.250732
	Iteration 65Q: 3 clusters Score -7869863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7869862.000000 Penalty: 3614.250732
	Iteration 66Q: 3 clusters Score -7869862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7869866.000000 Penalty: 3614.250732
	Iteration 67Q: 3 clusters Score -7869866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7869871.000000 Penalty: 3614.250732
	Iteration 68Q: 3 clusters Score -7869871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7869868.500000 Penalty: 3614.250732
	Iteration 69Q: 3 clusters Score -7869868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7869867.000000 Penalty: 3614.250732
	Iteration 70Q: 3 clusters Score -7869867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7869867.000000 Penalty: 3614.250732
	Iteration 71Q: 3 clusters Score -7869867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7869867.000000 Penalty: 3614.250732
	Iteration 72F: 3 clusters Score -7869867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (110896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110896 members 
Entering Unmasked Estep 
Score: -12963623.000000 Penalty: 1887.656616
	Iteration 0F: 2 clusters Score -1.296362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -12894106.000000 Penalty: 3775.313232
	Iteration 0F: 3 clusters Score -1.289411e+07 nChanged 53060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -12924740.000000 Penalty: 3775.313232
	Iteration 1F: 3 clusters Score -1.292474e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -12925318.000000 Penalty: 3775.313232
	Iteration 2Q: 3 clusters Score -1.292532e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -12926083.000000 Penalty: 3775.313232
	Iteration 3Q: 3 clusters Score -1.292608e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -12927252.000000 Penalty: 3775.313232
	Iteration 4Q: 3 clusters Score -1.292725e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -12929176.000000 Penalty: 3775.313232
	Iteration 5Q: 3 clusters Score -1.292918e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -12932708.000000 Penalty: 3775.313232
	Iteration 6F: 3 clusters Score -1.293271e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -12938623.000000 Penalty: 3775.313232
	Iteration 7F: 3 clusters Score -1.293862e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 90851 members 
Entering Unmasked Estep 
Score: -12946294.000000 Penalty: 3775.313232
	Iteration 8F: 3 clusters Score -1.294629e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -12953101.000000 Penalty: 3775.313232
	Iteration 9F: 3 clusters Score -1.29531e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 105100 members 
Entering Unmasked Estep 
Score: -12958213.000000 Penalty: 3775.313232
	Iteration 10F: 3 clusters Score -1.295821e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -12960517.000000 Penalty: 3775.313232
	Iteration 11Q: 3 clusters Score -1.296052e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 109094 members 
Entering Unmasked Estep 
Score: -12961347.000000 Penalty: 3775.313232
	Iteration 12Q: 3 clusters Score -1.296135e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 109650 members 
Entering Unmasked Estep 
Score: -12961653.000000 Penalty: 3775.313232
	Iteration 13Q: 3 clusters Score -1.296165e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -12961863.000000 Penalty: 3775.313232
	Iteration 14Q: 3 clusters Score -1.296186e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 110057 members 
Entering Unmasked Estep 
Score: -12961950.000000 Penalty: 3775.313232
	Iteration 15Q: 3 clusters Score -1.296195e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 110147 members 
Entering Unmasked Estep 
Score: -12962039.000000 Penalty: 3775.313232
	Iteration 16Q: 3 clusters Score -1.296204e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -12962083.000000 Penalty: 3775.313232
	Iteration 17Q: 3 clusters Score -1.296208e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 110247 members 
Entering Unmasked Estep 
Score: -12962101.000000 Penalty: 3775.313232
	Iteration 18Q: 3 clusters Score -1.29621e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 110265 members 
Entering Unmasked Estep 
Score: -12962121.000000 Penalty: 3775.313232
	Iteration 19Q: 3 clusters Score -1.296212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -12962130.000000 Penalty: 3775.313232
	Iteration 20F: 3 clusters Score -1.296213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -12962113.000000 Penalty: 3775.313232
	Iteration 21Q: 3 clusters Score -1.296211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -12962118.000000 Penalty: 3775.313232
	Iteration 22Q: 3 clusters Score -1.296212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 110323 members 
Entering Unmasked Estep 
Score: -12962120.000000 Penalty: 3775.313232
	Iteration 23Q: 3 clusters Score -1.296212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -12962132.000000 Penalty: 3775.313232
	Iteration 24Q: 3 clusters Score -1.296213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 110349 members 
Entering Unmasked Estep 
Score: -12962122.000000 Penalty: 3775.313232
	Iteration 25Q: 3 clusters Score -1.296212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 110361 members 
Entering Unmasked Estep 
Score: -12962118.000000 Penalty: 3775.313232
	Iteration 26Q: 3 clusters Score -1.296212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 110367 members 
Entering Unmasked Estep 
Score: -12962128.000000 Penalty: 3775.313232
	Iteration 27Q: 3 clusters Score -1.296213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 110370 members 
Entering Unmasked Estep 
Score: -12962119.000000 Penalty: 3775.313232
	Iteration 28Q: 3 clusters Score -1.296212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 110370 members 
Entering Unmasked Estep 
Score: -12962125.000000 Penalty: 3775.313232
	Iteration 29Q: 3 clusters Score -1.296212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 110372 members 
Entering Unmasked Estep 
Score: -12962130.000000 Penalty: 3775.313232
	Iteration 30Q: 3 clusters Score -1.296213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 110373 members 
Entering Unmasked Estep 
Score: -12962130.000000 Penalty: 3775.313232
	Iteration 31Q: 3 clusters Score -1.296213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -12962138.000000 Penalty: 3775.313232
	Iteration 32Q: 3 clusters Score -1.296214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 110375 members 
Entering Unmasked Estep 
Score: -12962130.000000 Penalty: 3775.313232
	Iteration 33Q: 3 clusters Score -1.296213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
Score: -12962131.000000 Penalty: 3775.313232
	Iteration 34Q: 3 clusters Score -1.296213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 110377 members 
Entering Unmasked Estep 
Score: -12962132.000000 Penalty: 3775.313232
	Iteration 35Q: 3 clusters Score -1.296213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 110377 members 
Entering Unmasked Estep 
Score: -12962132.000000 Penalty: 3775.313232
	Iteration 36F: 3 clusters Score -1.296213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Entering Unmasked Estep 
Score: -1457765.000000 Penalty: 1533.213867
	Iteration 0F: 2 clusters Score -1457765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1448953.875000 Penalty: 3066.427734
	Iteration 0F: 3 clusters Score -1448954 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1451954.125000 Penalty: 3066.427734
	Iteration 1F: 3 clusters Score -1451954 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1452431.875000 Penalty: 3066.427734
	Iteration 2F: 3 clusters Score -1452432 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1453029.250000 Penalty: 3066.427734
	Iteration 3F: 3 clusters Score -1453029 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1453654.625000 Penalty: 3066.427734
	Iteration 4F: 3 clusters Score -1453655 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1454299.125000 Penalty: 3066.427734
	Iteration 5F: 3 clusters Score -1454299 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1454944.000000 Penalty: 3066.427734
	Iteration 6F: 3 clusters Score -1454944 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1455605.750000 Penalty: 3066.427734
	Iteration 7F: 3 clusters Score -1455606 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1456106.625000 Penalty: 3066.427734
	Iteration 8Q: 3 clusters Score -1456107 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1456412.250000 Penalty: 3066.427734
	Iteration 9Q: 3 clusters Score -1456412 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1456575.500000 Penalty: 3066.427734
	Iteration 10Q: 3 clusters Score -1456576 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1456653.000000 Penalty: 3066.427734
	Iteration 11Q: 3 clusters Score -1456653 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1456707.875000 Penalty: 3066.427734
	Iteration 12Q: 3 clusters Score -1456708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1456745.750000 Penalty: 3066.427734
	Iteration 13Q: 3 clusters Score -1456746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1456774.750000 Penalty: 3066.427734
	Iteration 14Q: 3 clusters Score -1456775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1456800.250000 Penalty: 3066.427734
	Iteration 15Q: 3 clusters Score -1456800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1456840.250000 Penalty: 3066.427734
	Iteration 16Q: 3 clusters Score -1456840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1456874.500000 Penalty: 3066.427734
	Iteration 17Q: 3 clusters Score -1456874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1456909.875000 Penalty: 3066.427734
	Iteration 18Q: 3 clusters Score -1456910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1456942.500000 Penalty: 3066.427734
	Iteration 19Q: 3 clusters Score -1456942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1456969.250000 Penalty: 3066.427734
	Iteration 20F: 3 clusters Score -1456969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1456975.750000 Penalty: 3066.427734
	Iteration 21Q: 3 clusters Score -1456976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1456987.000000 Penalty: 3066.427734
	Iteration 22Q: 3 clusters Score -1456987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1456996.625000 Penalty: 3066.427734
	Iteration 23Q: 3 clusters Score -1456997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1457006.625000 Penalty: 3066.427734
	Iteration 24Q: 3 clusters Score -1457007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1457013.625000 Penalty: 3066.427734
	Iteration 25Q: 3 clusters Score -1457014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1457022.500000 Penalty: 3066.427734
	Iteration 26Q: 3 clusters Score -1457022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1457031.375000 Penalty: 3066.427734
	Iteration 27Q: 3 clusters Score -1457031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1457038.250000 Penalty: 3066.427734
	Iteration 28Q: 3 clusters Score -1457038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1457042.250000 Penalty: 3066.427734
	Iteration 29Q: 3 clusters Score -1457042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1457047.500000 Penalty: 3066.427734
	Iteration 30Q: 3 clusters Score -1457048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1457051.625000 Penalty: 3066.427734
	Iteration 31Q: 3 clusters Score -1457052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1457050.875000 Penalty: 3066.427734
	Iteration 32Q: 3 clusters Score -1457051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1457053.500000 Penalty: 3066.427734
	Iteration 33Q: 3 clusters Score -1457054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1457055.125000 Penalty: 3066.427734
	Iteration 34Q: 3 clusters Score -1457055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1457057.125000 Penalty: 3066.427734
	Iteration 35Q: 3 clusters Score -1457057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1457054.750000 Penalty: 3066.427734
	Iteration 36Q: 3 clusters Score -1457055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1457056.500000 Penalty: 3066.427734
	Iteration 37Q: 3 clusters Score -1457056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1457055.875000 Penalty: 3066.427734
	Iteration 38Q: 3 clusters Score -1457056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1457057.750000 Penalty: 3066.427734
	Iteration 39Q: 3 clusters Score -1457058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1457057.750000 Penalty: 3066.427734
	Iteration 40F: 3 clusters Score -1457058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (112916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Entering Unmasked Estep 
Score: -13242716.000000 Penalty: 1890.589844
	Iteration 0F: 2 clusters Score -1.324272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -13172903.000000 Penalty: 3781.179688
	Iteration 0F: 3 clusters Score -1.31729e+07 nChanged 54255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -13205397.000000 Penalty: 3781.179688
	Iteration 1F: 3 clusters Score -1.32054e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -13206654.000000 Penalty: 3781.179688
	Iteration 2Q: 3 clusters Score -1.320665e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -13208633.000000 Penalty: 3781.179688
	Iteration 3Q: 3 clusters Score -1.320863e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -13211527.000000 Penalty: 3781.179688
	Iteration 4Q: 3 clusters Score -1.321153e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -13215855.000000 Penalty: 3781.179688
	Iteration 5F: 3 clusters Score -1.321586e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -13221245.000000 Penalty: 3781.179688
	Iteration 6F: 3 clusters Score -1.322124e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -13226788.000000 Penalty: 3781.179688
	Iteration 7F: 3 clusters Score -1.322679e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -13230382.000000 Penalty: 3781.179688
	Iteration 8F: 3 clusters Score -1.323038e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -13232040.000000 Penalty: 3781.179688
	Iteration 9Q: 3 clusters Score -1.323204e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -13232827.000000 Penalty: 3781.179688
	Iteration 10Q: 3 clusters Score -1.323283e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79993 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -13233503.000000 Penalty: 3781.179688
	Iteration 11Q: 3 clusters Score -1.32335e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -13234026.000000 Penalty: 3781.179688
	Iteration 12Q: 3 clusters Score -1.323403e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -13234542.000000 Penalty: 3781.179688
	Iteration 13Q: 3 clusters Score -1.323454e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -13235058.000000 Penalty: 3781.179688
	Iteration 14Q: 3 clusters Score -1.323506e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -13235699.000000 Penalty: 3781.179688
	Iteration 15Q: 3 clusters Score -1.32357e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -13236219.000000 Penalty: 3781.179688
	Iteration 16Q: 3 clusters Score -1.323622e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -13236668.000000 Penalty: 3781.179688
	Iteration 17Q: 3 clusters Score -1.323667e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83926 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -13237003.000000 Penalty: 3781.179688
	Iteration 18Q: 3 clusters Score -1.3237e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -13237388.000000 Penalty: 3781.179688
	Iteration 19Q: 3 clusters Score -1.323739e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -13237737.000000 Penalty: 3781.179688
	Iteration 20F: 3 clusters Score -1.323774e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -13238034.000000 Penalty: 3781.179688
	Iteration 21Q: 3 clusters Score -1.323803e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -13238268.000000 Penalty: 3781.179688
	Iteration 22Q: 3 clusters Score -1.323827e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -13238458.000000 Penalty: 3781.179688
	Iteration 23Q: 3 clusters Score -1.323846e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -13238615.000000 Penalty: 3781.179688
	Iteration 24Q: 3 clusters Score -1.323862e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -13238795.000000 Penalty: 3781.179688
	Iteration 25Q: 3 clusters Score -1.32388e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -13238978.000000 Penalty: 3781.179688
	Iteration 26Q: 3 clusters Score -1.323898e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -13239083.000000 Penalty: 3781.179688
	Iteration 27Q: 3 clusters Score -1.323908e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -13239181.000000 Penalty: 3781.179688
	Iteration 28Q: 3 clusters Score -1.323918e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88238 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -13239289.000000 Penalty: 3781.179688
	Iteration 29Q: 3 clusters Score -1.323929e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -13239329.000000 Penalty: 3781.179688
	Iteration 30Q: 3 clusters Score -1.323933e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -13239368.000000 Penalty: 3781.179688
	Iteration 31Q: 3 clusters Score -1.323937e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -13239416.000000 Penalty: 3781.179688
	Iteration 32Q: 3 clusters Score -1.323942e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -13239400.000000 Penalty: 3781.179688
	Iteration 33Q: 3 clusters Score -1.32394e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -13239450.000000 Penalty: 3781.179688
	Iteration 34Q: 3 clusters Score -1.323945e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -13239451.000000 Penalty: 3781.179688
	Iteration 35Q: 3 clusters Score -1.323945e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -13239452.000000 Penalty: 3781.179688
	Iteration 36Q: 3 clusters Score -1.323945e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -13239492.000000 Penalty: 3781.179688
	Iteration 37Q: 3 clusters Score -1.323949e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -13239494.000000 Penalty: 3781.179688
	Iteration 38Q: 3 clusters Score -1.323949e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91744 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -13239505.000000 Penalty: 3781.179688
	Iteration 39Q: 3 clusters Score -1.32395e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92101 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -13239491.000000 Penalty: 3781.179688
	Iteration 40F: 3 clusters Score -1.323949e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92447 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -13239543.000000 Penalty: 3781.179688
	Iteration 41Q: 3 clusters Score -1.323954e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -13239539.000000 Penalty: 3781.179688
	Iteration 42Q: 3 clusters Score -1.323954e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -13239545.000000 Penalty: 3781.179688
	Iteration 43Q: 3 clusters Score -1.323954e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93515 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -13239480.000000 Penalty: 3781.179688
	Iteration 44Q: 3 clusters Score -1.323948e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -13239553.000000 Penalty: 3781.179688
	Iteration 45Q: 3 clusters Score -1.323955e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94279 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -13239546.000000 Penalty: 3781.179688
	Iteration 46Q: 3 clusters Score -1.323955e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -13239555.000000 Penalty: 3781.179688
	Iteration 47Q: 3 clusters Score -1.323956e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -13239508.000000 Penalty: 3781.179688
	Iteration 48Q: 3 clusters Score -1.323951e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -13239540.000000 Penalty: 3781.179688
	Iteration 49Q: 3 clusters Score -1.323954e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -13239555.000000 Penalty: 3781.179688
	Iteration 50Q: 3 clusters Score -1.323956e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -13239564.000000 Penalty: 3781.179688
	Iteration 51Q: 3 clusters Score -1.323956e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -13239570.000000 Penalty: 3781.179688
	Iteration 52Q: 3 clusters Score -1.323957e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -13239609.000000 Penalty: 3781.179688
	Iteration 53Q: 3 clusters Score -1.323961e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97672 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -13239608.000000 Penalty: 3781.179688
	Iteration 54Q: 3 clusters Score -1.323961e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -13239600.000000 Penalty: 3781.179688
	Iteration 55Q: 3 clusters Score -1.32396e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -13239629.000000 Penalty: 3781.179688
	Iteration 56Q: 3 clusters Score -1.323963e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -13239676.000000 Penalty: 3781.179688
	Iteration 57Q: 3 clusters Score -1.323968e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99263 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -13239602.000000 Penalty: 3781.179688
	Iteration 58Q: 3 clusters Score -1.32396e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99623 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -13239606.000000 Penalty: 3781.179688
	Iteration 59Q: 3 clusters Score -1.323961e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99973 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -13239606.000000 Penalty: 3781.179688
	Iteration 60F: 3 clusters Score -1.323961e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -13239582.000000 Penalty: 3781.179688
	Iteration 61Q: 3 clusters Score -1.323958e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -13239704.000000 Penalty: 3781.179688
	Iteration 62Q: 3 clusters Score -1.32397e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -13239778.000000 Penalty: 3781.179688
	Iteration 63Q: 3 clusters Score -1.323978e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101695 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -13239844.000000 Penalty: 3781.179688
	Iteration 64Q: 3 clusters Score -1.323984e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102157 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -13239980.000000 Penalty: 3781.179688
	Iteration 65Q: 3 clusters Score -1.323998e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102579 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -13240043.000000 Penalty: 3781.179688
	Iteration 66Q: 3 clusters Score -1.324004e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -13240081.000000 Penalty: 3781.179688
	Iteration 67Q: 3 clusters Score -1.324008e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -13240190.000000 Penalty: 3781.179688
	Iteration 68Q: 3 clusters Score -1.324019e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -13240258.000000 Penalty: 3781.179688
	Iteration 69Q: 3 clusters Score -1.324026e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -13240273.000000 Penalty: 3781.179688
	Iteration 70Q: 3 clusters Score -1.324027e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104653 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -13240352.000000 Penalty: 3781.179688
	Iteration 71Q: 3 clusters Score -1.324035e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105029 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -13240400.000000 Penalty: 3781.179688
	Iteration 72Q: 3 clusters Score -1.32404e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105425 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -13240483.000000 Penalty: 3781.179688
	Iteration 73Q: 3 clusters Score -1.324048e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -13240464.000000 Penalty: 3781.179688
	Iteration 74Q: 3 clusters Score -1.324046e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -13240500.000000 Penalty: 3781.179688
	Iteration 75Q: 3 clusters Score -1.32405e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106554 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -13240579.000000 Penalty: 3781.179688
	Iteration 76Q: 3 clusters Score -1.324058e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106889 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -13240659.000000 Penalty: 3781.179688
	Iteration 77Q: 3 clusters Score -1.324066e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107214 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -13240696.000000 Penalty: 3781.179688
	Iteration 78Q: 3 clusters Score -1.32407e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107508 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -13240707.000000 Penalty: 3781.179688
	Iteration 79Q: 3 clusters Score -1.324071e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -13240721.000000 Penalty: 3781.179688
	Iteration 80F: 3 clusters Score -1.324072e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -13240776.000000 Penalty: 3781.179688
	Iteration 81Q: 3 clusters Score -1.324078e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108326 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -13240814.000000 Penalty: 3781.179688
	Iteration 82Q: 3 clusters Score -1.324081e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -13240841.000000 Penalty: 3781.179688
	Iteration 83Q: 3 clusters Score -1.324084e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108799 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -13240891.000000 Penalty: 3781.179688
	Iteration 84Q: 3 clusters Score -1.324089e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109026 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -13240938.000000 Penalty: 3781.179688
	Iteration 85Q: 3 clusters Score -1.324094e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -13240984.000000 Penalty: 3781.179688
	Iteration 86Q: 3 clusters Score -1.324098e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109440 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -13241023.000000 Penalty: 3781.179688
	Iteration 87Q: 3 clusters Score -1.324102e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -13241041.000000 Penalty: 3781.179688
	Iteration 88Q: 3 clusters Score -1.324104e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109816 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -13241087.000000 Penalty: 3781.179688
	Iteration 89Q: 3 clusters Score -1.324109e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109980 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -13241123.000000 Penalty: 3781.179688
	Iteration 90Q: 3 clusters Score -1.324112e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110121 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -13241147.000000 Penalty: 3781.179688
	Iteration 91Q: 3 clusters Score -1.324115e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110261 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -13241194.000000 Penalty: 3781.179688
	Iteration 92Q: 3 clusters Score -1.324119e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110382 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -13241217.000000 Penalty: 3781.179688
	Iteration 93Q: 3 clusters Score -1.324122e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110515 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -13241227.000000 Penalty: 3781.179688
	Iteration 94Q: 3 clusters Score -1.324123e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110636 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -13241227.000000 Penalty: 3781.179688
	Iteration 95Q: 3 clusters Score -1.324123e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -13241239.000000 Penalty: 3781.179688
	Iteration 96Q: 3 clusters Score -1.324124e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110860 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -13241268.000000 Penalty: 3781.179688
	Iteration 97Q: 3 clusters Score -1.324127e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110958 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -13241296.000000 Penalty: 3781.179688
	Iteration 98Q: 3 clusters Score -1.32413e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -13241330.000000 Penalty: 3781.179688
	Iteration 99Q: 3 clusters Score -1.324133e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -13241334.000000 Penalty: 3781.179688
	Iteration 100F: 3 clusters Score -1.324133e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111193 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -13241344.000000 Penalty: 3781.179688
	Iteration 101Q: 3 clusters Score -1.324134e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111240 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -13241336.000000 Penalty: 3781.179688
	Iteration 102Q: 3 clusters Score -1.324134e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -13241341.000000 Penalty: 3781.179688
	Iteration 103Q: 3 clusters Score -1.324134e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111330 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -13241351.000000 Penalty: 3781.179688
	Iteration 104Q: 3 clusters Score -1.324135e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111366 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -13241360.000000 Penalty: 3781.179688
	Iteration 105Q: 3 clusters Score -1.324136e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111401 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -13241373.000000 Penalty: 3781.179688
	Iteration 106Q: 3 clusters Score -1.324137e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111434 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -13241383.000000 Penalty: 3781.179688
	Iteration 107Q: 3 clusters Score -1.324138e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111474 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -13241357.000000 Penalty: 3781.179688
	Iteration 108Q: 3 clusters Score -1.324136e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111508 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13241378.000000 Penalty: 3781.179688
	Iteration 109Q: 3 clusters Score -1.324138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111549 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -13241368.000000 Penalty: 3781.179688
	Iteration 110Q: 3 clusters Score -1.324137e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -13241373.000000 Penalty: 3781.179688
	Iteration 111Q: 3 clusters Score -1.324137e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111618 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13241373.000000 Penalty: 3781.179688
	Iteration 112Q: 3 clusters Score -1.324137e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111649 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -13241359.000000 Penalty: 3781.179688
	Iteration 113Q: 3 clusters Score -1.324136e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111680 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -13241350.000000 Penalty: 3781.179688
	Iteration 114Q: 3 clusters Score -1.324135e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111707 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -13241346.000000 Penalty: 3781.179688
	Iteration 115Q: 3 clusters Score -1.324135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111723 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13241344.000000 Penalty: 3781.179688
	Iteration 116Q: 3 clusters Score -1.324134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111748 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -13241326.000000 Penalty: 3781.179688
	Iteration 117Q: 3 clusters Score -1.324133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111766 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -13241335.000000 Penalty: 3781.179688
	Iteration 118Q: 3 clusters Score -1.324134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -13241343.000000 Penalty: 3781.179688
	Iteration 119Q: 3 clusters Score -1.324134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111806 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -13241351.000000 Penalty: 3781.179688
	Iteration 120F: 3 clusters Score -1.324135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111830 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -13241340.000000 Penalty: 3781.179688
	Iteration 121Q: 3 clusters Score -1.324134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111846 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -13241336.000000 Penalty: 3781.179688
	Iteration 122Q: 3 clusters Score -1.324134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111860 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -13241347.000000 Penalty: 3781.179688
	Iteration 123Q: 3 clusters Score -1.324135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111869 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13241344.000000 Penalty: 3781.179688
	Iteration 124Q: 3 clusters Score -1.324134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111880 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13241337.000000 Penalty: 3781.179688
	Iteration 125Q: 3 clusters Score -1.324134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111884 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -13241344.000000 Penalty: 3781.179688
	Iteration 126Q: 3 clusters Score -1.324134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111887 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -13241336.000000 Penalty: 3781.179688
	Iteration 127Q: 3 clusters Score -1.324134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111889 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -13241340.000000 Penalty: 3781.179688
	Iteration 128Q: 3 clusters Score -1.324134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111892 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -13241345.000000 Penalty: 3781.179688
	Iteration 129Q: 3 clusters Score -1.324134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111896 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13241348.000000 Penalty: 3781.179688
	Iteration 130Q: 3 clusters Score -1.324135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111902 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -13241338.000000 Penalty: 3781.179688
	Iteration 131Q: 3 clusters Score -1.324134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -13241345.000000 Penalty: 3781.179688
	Iteration 132Q: 3 clusters Score -1.324134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111912 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13241341.000000 Penalty: 3781.179688
	Iteration 133Q: 3 clusters Score -1.324134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111920 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13241347.000000 Penalty: 3781.179688
	Iteration 134Q: 3 clusters Score -1.324135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111931 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13241348.000000 Penalty: 3781.179688
	Iteration 135Q: 3 clusters Score -1.324135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13241360.000000 Penalty: 3781.179688
	Iteration 136Q: 3 clusters Score -1.324136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111956 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13241353.000000 Penalty: 3781.179688
	Iteration 137Q: 3 clusters Score -1.324135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111964 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13241352.000000 Penalty: 3781.179688
	Iteration 138Q: 3 clusters Score -1.324135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111973 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -13241341.000000 Penalty: 3781.179688
	Iteration 139Q: 3 clusters Score -1.324134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111980 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -13241333.000000 Penalty: 3781.179688
	Iteration 140F: 3 clusters Score -1.324133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111984 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -13241338.000000 Penalty: 3781.179688
	Iteration 141Q: 3 clusters Score -1.324134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111993 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -13241324.000000 Penalty: 3781.179688
	Iteration 142Q: 3 clusters Score -1.324132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112002 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -13241334.000000 Penalty: 3781.179688
	Iteration 143Q: 3 clusters Score -1.324133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112008 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13241347.000000 Penalty: 3781.179688
	Iteration 144Q: 3 clusters Score -1.324135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -13241342.000000 Penalty: 3781.179688
	Iteration 145Q: 3 clusters Score -1.324134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112024 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -13241336.000000 Penalty: 3781.179688
	Iteration 146Q: 3 clusters Score -1.324134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112031 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13241343.000000 Penalty: 3781.179688
	Iteration 147Q: 3 clusters Score -1.324134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112038 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13241333.000000 Penalty: 3781.179688
	Iteration 148Q: 3 clusters Score -1.324133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112045 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13241340.000000 Penalty: 3781.179688
	Iteration 149Q: 3 clusters Score -1.324134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13241338.000000 Penalty: 3781.179688
	Iteration 150Q: 3 clusters Score -1.324134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112055 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -13241345.000000 Penalty: 3781.179688
	Iteration 151Q: 3 clusters Score -1.324134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112058 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13241348.000000 Penalty: 3781.179688
	Iteration 152Q: 3 clusters Score -1.324135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112064 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13241349.000000 Penalty: 3781.179688
	Iteration 153Q: 3 clusters Score -1.324135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112066 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -13241349.000000 Penalty: 3781.179688
	Iteration 154Q: 3 clusters Score -1.324135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112067 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13241348.000000 Penalty: 3781.179688
	Iteration 155Q: 3 clusters Score -1.324135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112067 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13241348.000000 Penalty: 3781.179688
	Iteration 156F: 3 clusters Score -1.324135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -14068.175781 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -14068.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13394.816406 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -13394.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13466.111328 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -13466.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -13536.870117 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -13536.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13547.423828 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -13547.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13547.423828 Penalty: 1669.134521
	Iteration 4F: 3 clusters Score -13547.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -189462.781250 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -189462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -187601.062500 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -187601.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -187956.187500 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -187956.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -188040.593750 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -188040.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -188078.906250 Penalty: 2407.180908
	Iteration 3Q: 3 clusters Score -188078.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -188107.125000 Penalty: 2407.180908
	Iteration 4Q: 3 clusters Score -188107.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -188125.703125 Penalty: 2407.180908
	Iteration 5Q: 3 clusters Score -188125.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -188134.890625 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -188134.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -188149.890625 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -188149.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -188162.343750 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -188162.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -188169.218750 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -188169.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188173.265625 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -188173.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -188176.765625 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -188176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -188180.625000 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -188180.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -188184.609375 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -188184.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -188188.703125 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -188188.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -188193.890625 Penalty: 2407.180908
	Iteration 15Q: 3 clusters Score -188193.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -188196.046875 Penalty: 2407.180908
	Iteration 16Q: 3 clusters Score -188196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -188197.578125 Penalty: 2407.180908
	Iteration 17Q: 3 clusters Score -188197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -188198.750000 Penalty: 2407.180908
	Iteration 18Q: 3 clusters Score -188198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -188198.796875 Penalty: 2407.180908
	Iteration 19Q: 3 clusters Score -188198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -188198.953125 Penalty: 2407.180908
	Iteration 20F: 3 clusters Score -188199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188199.718750 Penalty: 2407.180908
	Iteration 21Q: 3 clusters Score -188199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188199.906250 Penalty: 2407.180908
	Iteration 22Q: 3 clusters Score -188199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -188199.906250 Penalty: 2407.180908
	Iteration 23F: 3 clusters Score -188199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (133571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133571 members 
Entering Unmasked Estep 
Score: -15355531.000000 Penalty: 1917.888062
	Iteration 0F: 2 clusters Score -1.535553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 66850 members 
Entering Unmasked Estep 
Score: -15272360.000000 Penalty: 3835.776123
	Iteration 0F: 3 clusters Score -1.527236e+07 nChanged 64210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -15309327.000000 Penalty: 3835.776123
	Iteration 1F: 3 clusters Score -1.530933e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -15309998.000000 Penalty: 3835.776123
	Iteration 2Q: 3 clusters Score -1.531e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -15310990.000000 Penalty: 3835.776123
	Iteration 3Q: 3 clusters Score -1.531099e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -15312485.000000 Penalty: 3835.776123
	Iteration 4Q: 3 clusters Score -1.531248e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -15314798.000000 Penalty: 3835.776123
	Iteration 5Q: 3 clusters Score -1.53148e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 87117 members 
Entering Unmasked Estep 
Score: -15318886.000000 Penalty: 3835.776123
	Iteration 6F: 3 clusters Score -1.531889e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -15325205.000000 Penalty: 3835.776123
	Iteration 7F: 3 clusters Score -1.53252e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 105353 members 
Entering Unmasked Estep 
Score: -15333667.000000 Penalty: 3835.776123
	Iteration 8F: 3 clusters Score -1.533367e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 114667 members 
Entering Unmasked Estep 
Score: -15341854.000000 Penalty: 3835.776123
	Iteration 9F: 3 clusters Score -1.534185e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 122011 members 
Entering Unmasked Estep 
Score: -15347675.000000 Penalty: 3835.776123
	Iteration 10F: 3 clusters Score -1.534768e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 126856 members 
Entering Unmasked Estep 
Score: -15350699.000000 Penalty: 3835.776123
	Iteration 11Q: 3 clusters Score -1.53507e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 129789 members 
Entering Unmasked Estep 
Score: -15352257.000000 Penalty: 3835.776123
	Iteration 12Q: 3 clusters Score -1.535226e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 131558 members 
Entering Unmasked Estep 
Score: -15353059.000000 Penalty: 3835.776123
	Iteration 13Q: 3 clusters Score -1.535306e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 132502 members 
Entering Unmasked Estep 
Score: -15353481.000000 Penalty: 3835.776123
	Iteration 14Q: 3 clusters Score -1.535348e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 132962 members 
Entering Unmasked Estep 
Score: -15353680.000000 Penalty: 3835.776123
	Iteration 15Q: 3 clusters Score -1.535368e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 133166 members 
Entering Unmasked Estep 
Score: -15353783.000000 Penalty: 3835.776123
	Iteration 16Q: 3 clusters Score -1.535378e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 133252 members 
Entering Unmasked Estep 
Score: -15353830.000000 Penalty: 3835.776123
	Iteration 17Q: 3 clusters Score -1.535383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -15353878.000000 Penalty: 3835.776123
	Iteration 18Q: 3 clusters Score -1.535388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 133312 members 
Entering Unmasked Estep 
Score: -15353881.000000 Penalty: 3835.776123
	Iteration 19Q: 3 clusters Score -1.535388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 133321 members 
Entering Unmasked Estep 
Score: -15353903.000000 Penalty: 3835.776123
	Iteration 20F: 3 clusters Score -1.53539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 133331 members 
Entering Unmasked Estep 
Score: -15353900.000000 Penalty: 3835.776123
	Iteration 21Q: 3 clusters Score -1.53539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133334 members 
Entering Unmasked Estep 
Score: -15353899.000000 Penalty: 3835.776123
	Iteration 22Q: 3 clusters Score -1.53539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 133341 members 
Entering Unmasked Estep 
Score: -15353906.000000 Penalty: 3835.776123
	Iteration 23Q: 3 clusters Score -1.535391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 133341 members 
Entering Unmasked Estep 
Score: -15353921.000000 Penalty: 3835.776123
	Iteration 24Q: 3 clusters Score -1.535392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 133343 members 
Entering Unmasked Estep 
Score: -15353930.000000 Penalty: 3835.776123
	Iteration 25Q: 3 clusters Score -1.535393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 133344 members 
Entering Unmasked Estep 
Score: -15353923.000000 Penalty: 3835.776123
	Iteration 26Q: 3 clusters Score -1.535392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 133344 members 
Entering Unmasked Estep 
Score: -15353923.000000 Penalty: 3835.776123
	Iteration 27F: 3 clusters Score -1.535392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -504995.625000 Penalty: 1361.376343
	Iteration 0F: 2 clusters Score -504995.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -501483.156250 Penalty: 2722.752686
	Iteration 0F: 3 clusters Score -501483.2 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -502412.312500 Penalty: 2722.752686
	Iteration 1F: 3 clusters Score -502412.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -502575.437500 Penalty: 2722.752686
	Iteration 2F: 3 clusters Score -502575.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -502696.406250 Penalty: 2722.752686
	Iteration 3F: 3 clusters Score -502696.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -502808.562500 Penalty: 2722.752686
	Iteration 4Q: 3 clusters Score -502808.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -502898.218750 Penalty: 2722.752686
	Iteration 5Q: 3 clusters Score -502898.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -502972.156250 Penalty: 2722.752686
	Iteration 6Q: 3 clusters Score -502972.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -503044.656250 Penalty: 2722.752686
	Iteration 7Q: 3 clusters Score -503044.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -503130.468750 Penalty: 2722.752686
	Iteration 8Q: 3 clusters Score -503130.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -503202.125000 Penalty: 2722.752686
	Iteration 9Q: 3 clusters Score -503202.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -503285.781250 Penalty: 2722.752686
	Iteration 10Q: 3 clusters Score -503285.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -503377.406250 Penalty: 2722.752686
	Iteration 11Q: 3 clusters Score -503377.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -503468.531250 Penalty: 2722.752686
	Iteration 12Q: 3 clusters Score -503468.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -503555.375000 Penalty: 2722.752686
	Iteration 13Q: 3 clusters Score -503555.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -503635.062500 Penalty: 2722.752686
	Iteration 14Q: 3 clusters Score -503635.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -503696.593750 Penalty: 2722.752686
	Iteration 15Q: 3 clusters Score -503696.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -503743.968750 Penalty: 2722.752686
	Iteration 16Q: 3 clusters Score -503744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -503762.218750 Penalty: 2722.752686
	Iteration 17Q: 3 clusters Score -503762.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -503775.937500 Penalty: 2722.752686
	Iteration 18Q: 3 clusters Score -503775.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -503783.468750 Penalty: 2722.752686
	Iteration 19Q: 3 clusters Score -503783.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -503786.406250 Penalty: 2722.752686
	Iteration 20F: 3 clusters Score -503786.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -503793.687500 Penalty: 2722.752686
	Iteration 21Q: 3 clusters Score -503793.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -503797.031250 Penalty: 2722.752686
	Iteration 22Q: 3 clusters Score -503797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -503802.406250 Penalty: 2722.752686
	Iteration 23Q: 3 clusters Score -503802.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -503808.687500 Penalty: 2722.752686
	Iteration 24Q: 3 clusters Score -503808.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -503816.281250 Penalty: 2722.752686
	Iteration 25Q: 3 clusters Score -503816.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -503821.687500 Penalty: 2722.752686
	Iteration 26Q: 3 clusters Score -503821.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -503825.312500 Penalty: 2722.752686
	Iteration 27Q: 3 clusters Score -503825.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -503828.500000 Penalty: 2722.752686
	Iteration 28Q: 3 clusters Score -503828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -503830.406250 Penalty: 2722.752686
	Iteration 29Q: 3 clusters Score -503830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -503831.218750 Penalty: 2722.752686
	Iteration 30Q: 3 clusters Score -503831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -503833.062500 Penalty: 2722.752686
	Iteration 31Q: 3 clusters Score -503833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -503832.843750 Penalty: 2722.752686
	Iteration 32Q: 3 clusters Score -503832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -503834.718750 Penalty: 2722.752686
	Iteration 33Q: 3 clusters Score -503834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -503835.812500 Penalty: 2722.752686
	Iteration 34Q: 3 clusters Score -503835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -503836.875000 Penalty: 2722.752686
	Iteration 35Q: 3 clusters Score -503836.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -503836.875000 Penalty: 2722.752686
	Iteration 36F: 3 clusters Score -503836.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -458931.156250 Penalty: 1345.285767
	Iteration 0F: 2 clusters Score -458931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -455580.531250 Penalty: 2690.571533
	Iteration 0F: 3 clusters Score -455580.5 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -456473.250000 Penalty: 2690.571533
	Iteration 1F: 3 clusters Score -456473.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -456610.562500 Penalty: 2690.571533
	Iteration 2F: 3 clusters Score -456610.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -456699.968750 Penalty: 2690.571533
	Iteration 3Q: 3 clusters Score -456700 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -456766.687500 Penalty: 2690.571533
	Iteration 4Q: 3 clusters Score -456766.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -456817.687500 Penalty: 2690.571533
	Iteration 5Q: 3 clusters Score -456817.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -456858.250000 Penalty: 2690.571533
	Iteration 6Q: 3 clusters Score -456858.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -456888.281250 Penalty: 2690.571533
	Iteration 7Q: 3 clusters Score -456888.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -456906.031250 Penalty: 2690.571533
	Iteration 8Q: 3 clusters Score -456906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -456925.000000 Penalty: 2690.571533
	Iteration 9Q: 3 clusters Score -456925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -456935.406250 Penalty: 2690.571533
	Iteration 10Q: 3 clusters Score -456935.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -456947.406250 Penalty: 2690.571533
	Iteration 11Q: 3 clusters Score -456947.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -456956.500000 Penalty: 2690.571533
	Iteration 12Q: 3 clusters Score -456956.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -456966.687500 Penalty: 2690.571533
	Iteration 13Q: 3 clusters Score -456966.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -456976.312500 Penalty: 2690.571533
	Iteration 14Q: 3 clusters Score -456976.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -456986.718750 Penalty: 2690.571533
	Iteration 15Q: 3 clusters Score -456986.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -456996.312500 Penalty: 2690.571533
	Iteration 16Q: 3 clusters Score -456996.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -457012.437500 Penalty: 2690.571533
	Iteration 17Q: 3 clusters Score -457012.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -457030.281250 Penalty: 2690.571533
	Iteration 18Q: 3 clusters Score -457030.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -457046.062500 Penalty: 2690.571533
	Iteration 19Q: 3 clusters Score -457046.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -457055.937500 Penalty: 2690.571533
	Iteration 20F: 3 clusters Score -457055.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -457062.093750 Penalty: 2690.571533
	Iteration 21Q: 3 clusters Score -457062.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -457071.281250 Penalty: 2690.571533
	Iteration 22Q: 3 clusters Score -457071.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -457080.625000 Penalty: 2690.571533
	Iteration 23Q: 3 clusters Score -457080.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -457088.562500 Penalty: 2690.571533
	Iteration 24Q: 3 clusters Score -457088.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -457094.093750 Penalty: 2690.571533
	Iteration 25Q: 3 clusters Score -457094.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -457103.000000 Penalty: 2690.571533
	Iteration 26Q: 3 clusters Score -457103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -457110.687500 Penalty: 2690.571533
	Iteration 27Q: 3 clusters Score -457110.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -457120.531250 Penalty: 2690.571533
	Iteration 28Q: 3 clusters Score -457120.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -457127.437500 Penalty: 2690.571533
	Iteration 29Q: 3 clusters Score -457127.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -457132.000000 Penalty: 2690.571533
	Iteration 30Q: 3 clusters Score -457132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -457137.312500 Penalty: 2690.571533
	Iteration 31Q: 3 clusters Score -457137.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -457147.406250 Penalty: 2690.571533
	Iteration 32Q: 3 clusters Score -457147.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -457156.656250 Penalty: 2690.571533
	Iteration 33Q: 3 clusters Score -457156.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -457167.625000 Penalty: 2690.571533
	Iteration 34Q: 3 clusters Score -457167.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -457178.718750 Penalty: 2690.571533
	Iteration 35Q: 3 clusters Score -457178.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -457190.375000 Penalty: 2690.571533
	Iteration 36Q: 3 clusters Score -457190.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -457201.656250 Penalty: 2690.571533
	Iteration 37Q: 3 clusters Score -457201.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -457214.187500 Penalty: 2690.571533
	Iteration 38Q: 3 clusters Score -457214.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -457230.968750 Penalty: 2690.571533
	Iteration 39Q: 3 clusters Score -457231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -457246.562500 Penalty: 2690.571533
	Iteration 40F: 3 clusters Score -457246.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -457256.343750 Penalty: 2690.571533
	Iteration 41Q: 3 clusters Score -457256.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -457263.718750 Penalty: 2690.571533
	Iteration 42Q: 3 clusters Score -457263.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -457275.812500 Penalty: 2690.571533
	Iteration 43Q: 3 clusters Score -457275.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -457286.187500 Penalty: 2690.571533
	Iteration 44Q: 3 clusters Score -457286.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -457297.812500 Penalty: 2690.571533
	Iteration 45Q: 3 clusters Score -457297.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -457309.875000 Penalty: 2690.571533
	Iteration 46Q: 3 clusters Score -457309.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -457318.437500 Penalty: 2690.571533
	Iteration 47Q: 3 clusters Score -457318.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -457325.312500 Penalty: 2690.571533
	Iteration 48Q: 3 clusters Score -457325.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -457333.843750 Penalty: 2690.571533
	Iteration 49Q: 3 clusters Score -457333.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -457344.093750 Penalty: 2690.571533
	Iteration 50Q: 3 clusters Score -457344.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -457352.843750 Penalty: 2690.571533
	Iteration 51Q: 3 clusters Score -457352.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -457361.281250 Penalty: 2690.571533
	Iteration 52Q: 3 clusters Score -457361.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -457370.625000 Penalty: 2690.571533
	Iteration 53Q: 3 clusters Score -457370.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -457381.156250 Penalty: 2690.571533
	Iteration 54Q: 3 clusters Score -457381.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -457393.875000 Penalty: 2690.571533
	Iteration 55Q: 3 clusters Score -457393.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -457406.125000 Penalty: 2690.571533
	Iteration 56Q: 3 clusters Score -457406.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -457417.656250 Penalty: 2690.571533
	Iteration 57Q: 3 clusters Score -457417.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -457427.531250 Penalty: 2690.571533
	Iteration 58Q: 3 clusters Score -457427.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -457434.718750 Penalty: 2690.571533
	Iteration 59Q: 3 clusters Score -457434.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -457439.656250 Penalty: 2690.571533
	Iteration 60F: 3 clusters Score -457439.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -457447.031250 Penalty: 2690.571533
	Iteration 61Q: 3 clusters Score -457447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -457457.125000 Penalty: 2690.571533
	Iteration 62Q: 3 clusters Score -457457.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -457466.000000 Penalty: 2690.571533
	Iteration 63Q: 3 clusters Score -457466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -457474.093750 Penalty: 2690.571533
	Iteration 64Q: 3 clusters Score -457474.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -457482.281250 Penalty: 2690.571533
	Iteration 65Q: 3 clusters Score -457482.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -457487.625000 Penalty: 2690.571533
	Iteration 66Q: 3 clusters Score -457487.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -457498.875000 Penalty: 2690.571533
	Iteration 67Q: 3 clusters Score -457498.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -457507.906250 Penalty: 2690.571533
	Iteration 68Q: 3 clusters Score -457507.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -457514.812500 Penalty: 2690.571533
	Iteration 69Q: 3 clusters Score -457514.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -457520.843750 Penalty: 2690.571533
	Iteration 70Q: 3 clusters Score -457520.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -457527.062500 Penalty: 2690.571533
	Iteration 71Q: 3 clusters Score -457527.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -457534.437500 Penalty: 2690.571533
	Iteration 72Q: 3 clusters Score -457534.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -457538.437500 Penalty: 2690.571533
	Iteration 73Q: 3 clusters Score -457538.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -457542.937500 Penalty: 2690.571533
	Iteration 74Q: 3 clusters Score -457542.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -457546.562500 Penalty: 2690.571533
	Iteration 75Q: 3 clusters Score -457546.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -457549.718750 Penalty: 2690.571533
	Iteration 76Q: 3 clusters Score -457549.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -457552.000000 Penalty: 2690.571533
	Iteration 77Q: 3 clusters Score -457552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -457553.250000 Penalty: 2690.571533
	Iteration 78Q: 3 clusters Score -457553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -457554.562500 Penalty: 2690.571533
	Iteration 79Q: 3 clusters Score -457554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -457555.843750 Penalty: 2690.571533
	Iteration 80F: 3 clusters Score -457555.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -457557.718750 Penalty: 2690.571533
	Iteration 81Q: 3 clusters Score -457557.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -457559.406250 Penalty: 2690.571533
	Iteration 82Q: 3 clusters Score -457559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -457560.156250 Penalty: 2690.571533
	Iteration 83Q: 3 clusters Score -457560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -457561.156250 Penalty: 2690.571533
	Iteration 84Q: 3 clusters Score -457561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -457561.218750 Penalty: 2690.571533
	Iteration 85Q: 3 clusters Score -457561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -457563.000000 Penalty: 2690.571533
	Iteration 86Q: 3 clusters Score -457563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -457566.875000 Penalty: 2690.571533
	Iteration 87Q: 3 clusters Score -457566.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -457568.187500 Penalty: 2690.571533
	Iteration 88Q: 3 clusters Score -457568.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -457570.718750 Penalty: 2690.571533
	Iteration 89Q: 3 clusters Score -457570.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -457573.375000 Penalty: 2690.571533
	Iteration 90Q: 3 clusters Score -457573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -457574.343750 Penalty: 2690.571533
	Iteration 91Q: 3 clusters Score -457574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -457575.656250 Penalty: 2690.571533
	Iteration 92Q: 3 clusters Score -457575.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -457577.000000 Penalty: 2690.571533
	Iteration 93Q: 3 clusters Score -457577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -457579.281250 Penalty: 2690.571533
	Iteration 94Q: 3 clusters Score -457579.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -457579.875000 Penalty: 2690.571533
	Iteration 95Q: 3 clusters Score -457579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -457580.156250 Penalty: 2690.571533
	Iteration 96Q: 3 clusters Score -457580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -457581.718750 Penalty: 2690.571533
	Iteration 97Q: 3 clusters Score -457581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -457582.812500 Penalty: 2690.571533
	Iteration 98Q: 3 clusters Score -457582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -457583.906250 Penalty: 2690.571533
	Iteration 99Q: 3 clusters Score -457583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -457584.343750 Penalty: 2690.571533
	Iteration 100F: 3 clusters Score -457584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -457584.750000 Penalty: 2690.571533
	Iteration 101Q: 3 clusters Score -457584.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -457584.750000 Penalty: 2690.571533
	Iteration 102F: 3 clusters Score -457584.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Entering Unmasked Estep 
Score: -815191.062500 Penalty: 1436.970215
	Iteration 0F: 2 clusters Score -815191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -809956.687500 Penalty: 2873.940430
	Iteration 0F: 3 clusters Score -809956.7 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -811544.187500 Penalty: 2873.940430
	Iteration 1F: 3 clusters Score -811544.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -811707.437500 Penalty: 2873.940430
	Iteration 2F: 3 clusters Score -811707.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -811830.687500 Penalty: 2873.940430
	Iteration 3Q: 3 clusters Score -811830.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -811935.375000 Penalty: 2873.940430
	Iteration 4Q: 3 clusters Score -811935.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -812030.250000 Penalty: 2873.940430
	Iteration 5Q: 3 clusters Score -812030.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -812119.812500 Penalty: 2873.940430
	Iteration 6Q: 3 clusters Score -812119.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -812212.562500 Penalty: 2873.940430
	Iteration 7Q: 3 clusters Score -812212.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -812319.562500 Penalty: 2873.940430
	Iteration 8Q: 3 clusters Score -812319.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -812433.125000 Penalty: 2873.940430
	Iteration 9Q: 3 clusters Score -812433.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -812533.062500 Penalty: 2873.940430
	Iteration 10Q: 3 clusters Score -812533.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -812636.625000 Penalty: 2873.940430
	Iteration 11Q: 3 clusters Score -812636.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -812767.250000 Penalty: 2873.940430
	Iteration 12Q: 3 clusters Score -812767.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -812929.125000 Penalty: 2873.940430
	Iteration 13Q: 3 clusters Score -812929.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -813095.187500 Penalty: 2873.940430
	Iteration 14Q: 3 clusters Score -813095.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -813253.312500 Penalty: 2873.940430
	Iteration 15Q: 3 clusters Score -813253.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -813419.000000 Penalty: 2873.940430
	Iteration 16Q: 3 clusters Score -813419 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -813533.375000 Penalty: 2873.940430
	Iteration 17Q: 3 clusters Score -813533.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -813594.500000 Penalty: 2873.940430
	Iteration 18Q: 3 clusters Score -813594.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -813640.500000 Penalty: 2873.940430
	Iteration 19Q: 3 clusters Score -813640.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -813668.687500 Penalty: 2873.940430
	Iteration 20F: 3 clusters Score -813668.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -813690.000000 Penalty: 2873.940430
	Iteration 21Q: 3 clusters Score -813690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -813720.062500 Penalty: 2873.940430
	Iteration 22Q: 3 clusters Score -813720.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -813747.437500 Penalty: 2873.940430
	Iteration 23Q: 3 clusters Score -813747.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -813769.125000 Penalty: 2873.940430
	Iteration 24Q: 3 clusters Score -813769.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -813783.062500 Penalty: 2873.940430
	Iteration 25Q: 3 clusters Score -813783.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -813790.250000 Penalty: 2873.940430
	Iteration 26Q: 3 clusters Score -813790.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -813801.250000 Penalty: 2873.940430
	Iteration 27Q: 3 clusters Score -813801.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -813805.500000 Penalty: 2873.940430
	Iteration 28Q: 3 clusters Score -813805.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -813811.687500 Penalty: 2873.940430
	Iteration 29Q: 3 clusters Score -813811.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -813813.250000 Penalty: 2873.940430
	Iteration 30Q: 3 clusters Score -813813.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -813818.000000 Penalty: 2873.940430
	Iteration 31Q: 3 clusters Score -813818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -813822.312500 Penalty: 2873.940430
	Iteration 32Q: 3 clusters Score -813822.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -813827.250000 Penalty: 2873.940430
	Iteration 33Q: 3 clusters Score -813827.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -813830.125000 Penalty: 2873.940430
	Iteration 34Q: 3 clusters Score -813830.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -813834.375000 Penalty: 2873.940430
	Iteration 35Q: 3 clusters Score -813834.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -813837.375000 Penalty: 2873.940430
	Iteration 36Q: 3 clusters Score -813837.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -813843.125000 Penalty: 2873.940430
	Iteration 37Q: 3 clusters Score -813843.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -813846.125000 Penalty: 2873.940430
	Iteration 38Q: 3 clusters Score -813846.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -813853.000000 Penalty: 2873.940430
	Iteration 39Q: 3 clusters Score -813853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -813860.937500 Penalty: 2873.940430
	Iteration 40F: 3 clusters Score -813860.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -813867.000000 Penalty: 2873.940430
	Iteration 41Q: 3 clusters Score -813867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -813870.937500 Penalty: 2873.940430
	Iteration 42Q: 3 clusters Score -813870.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -813874.937500 Penalty: 2873.940430
	Iteration 43Q: 3 clusters Score -813874.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -813879.500000 Penalty: 2873.940430
	Iteration 44Q: 3 clusters Score -813879.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -813882.937500 Penalty: 2873.940430
	Iteration 45Q: 3 clusters Score -813882.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -813884.875000 Penalty: 2873.940430
	Iteration 46Q: 3 clusters Score -813884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -813884.812500 Penalty: 2873.940430
	Iteration 47Q: 3 clusters Score -813884.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -813887.500000 Penalty: 2873.940430
	Iteration 48Q: 3 clusters Score -813887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -813888.187500 Penalty: 2873.940430
	Iteration 49Q: 3 clusters Score -813888.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -813889.937500 Penalty: 2873.940430
	Iteration 50Q: 3 clusters Score -813889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -813890.312500 Penalty: 2873.940430
	Iteration 51Q: 3 clusters Score -813890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -813890.562500 Penalty: 2873.940430
	Iteration 52Q: 3 clusters Score -813890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -813891.937500 Penalty: 2873.940430
	Iteration 53Q: 3 clusters Score -813891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -813892.375000 Penalty: 2873.940430
	Iteration 54Q: 3 clusters Score -813892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -813892.187500 Penalty: 2873.940430
	Iteration 55Q: 3 clusters Score -813892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -813893.375000 Penalty: 2873.940430
	Iteration 56Q: 3 clusters Score -813893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -813894.000000 Penalty: 2873.940430
	Iteration 57Q: 3 clusters Score -813894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -813894.000000 Penalty: 2873.940430
	Iteration 58F: 3 clusters Score -813894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Entering Unmasked Estep 
Score: -2534289.250000 Penalty: 1621.250122
	Iteration 0F: 2 clusters Score -2534289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2519636.000000 Penalty: 3242.500244
	Iteration 0F: 3 clusters Score -2519636 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2524963.000000 Penalty: 3242.500244
	Iteration 1F: 3 clusters Score -2524963 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2525211.750000 Penalty: 3242.500244
	Iteration 2Q: 3 clusters Score -2525212 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2525420.500000 Penalty: 3242.500244
	Iteration 3Q: 3 clusters Score -2525420 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2525681.000000 Penalty: 3242.500244
	Iteration 4Q: 3 clusters Score -2525681 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2526007.250000 Penalty: 3242.500244
	Iteration 5Q: 3 clusters Score -2526007 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2526469.250000 Penalty: 3242.500244
	Iteration 6Q: 3 clusters Score -2526469 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2527162.750000 Penalty: 3242.500244
	Iteration 7F: 3 clusters Score -2527163 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2528155.750000 Penalty: 3242.500244
	Iteration 8F: 3 clusters Score -2528156 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2529480.500000 Penalty: 3242.500244
	Iteration 9F: 3 clusters Score -2529480 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2530797.500000 Penalty: 3242.500244
	Iteration 10F: 3 clusters Score -2530798 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2531764.000000 Penalty: 3242.500244
	Iteration 11Q: 3 clusters Score -2531764 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2532321.250000 Penalty: 3242.500244
	Iteration 12Q: 3 clusters Score -2532321 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2532585.500000 Penalty: 3242.500244
	Iteration 13Q: 3 clusters Score -2532586 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2532711.000000 Penalty: 3242.500244
	Iteration 14Q: 3 clusters Score -2532711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2532781.250000 Penalty: 3242.500244
	Iteration 15Q: 3 clusters Score -2532781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2532814.000000 Penalty: 3242.500244
	Iteration 16Q: 3 clusters Score -2532814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2532830.750000 Penalty: 3242.500244
	Iteration 17Q: 3 clusters Score -2532831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2532843.250000 Penalty: 3242.500244
	Iteration 18Q: 3 clusters Score -2532843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2532856.750000 Penalty: 3242.500244
	Iteration 19Q: 3 clusters Score -2532857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2532876.750000 Penalty: 3242.500244
	Iteration 20F: 3 clusters Score -2532877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2532890.000000 Penalty: 3242.500244
	Iteration 21Q: 3 clusters Score -2532890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2532904.500000 Penalty: 3242.500244
	Iteration 22Q: 3 clusters Score -2532904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2532913.750000 Penalty: 3242.500244
	Iteration 23Q: 3 clusters Score -2532914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2532919.500000 Penalty: 3242.500244
	Iteration 24Q: 3 clusters Score -2532920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2532919.750000 Penalty: 3242.500244
	Iteration 25Q: 3 clusters Score -2532920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2532919.750000 Penalty: 3242.500244
	Iteration 26F: 3 clusters Score -2532920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -328277.093750 Penalty: 1292.299927
	Iteration 0F: 2 clusters Score -328277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -325642.531250 Penalty: 2584.599854
	Iteration 0F: 3 clusters Score -325642.5 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -326245.343750 Penalty: 2584.599854
	Iteration 1F: 3 clusters Score -326245.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -326380.343750 Penalty: 2584.599854
	Iteration 2F: 3 clusters Score -326380.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -326477.468750 Penalty: 2584.599854
	Iteration 3F: 3 clusters Score -326477.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -326524.468750 Penalty: 2584.599854
	Iteration 4Q: 3 clusters Score -326524.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -326559.687500 Penalty: 2584.599854
	Iteration 5Q: 3 clusters Score -326559.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -326585.750000 Penalty: 2584.599854
	Iteration 6Q: 3 clusters Score -326585.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -326604.218750 Penalty: 2584.599854
	Iteration 7Q: 3 clusters Score -326604.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -326621.500000 Penalty: 2584.599854
	Iteration 8Q: 3 clusters Score -326621.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -326636.468750 Penalty: 2584.599854
	Iteration 9Q: 3 clusters Score -326636.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -326647.906250 Penalty: 2584.599854
	Iteration 10Q: 3 clusters Score -326647.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -326658.187500 Penalty: 2584.599854
	Iteration 11Q: 3 clusters Score -326658.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -326669.656250 Penalty: 2584.599854
	Iteration 12Q: 3 clusters Score -326669.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -326686.312500 Penalty: 2584.599854
	Iteration 13Q: 3 clusters Score -326686.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -326705.093750 Penalty: 2584.599854
	Iteration 14Q: 3 clusters Score -326705.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -326721.843750 Penalty: 2584.599854
	Iteration 15Q: 3 clusters Score -326721.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -326735.906250 Penalty: 2584.599854
	Iteration 16Q: 3 clusters Score -326735.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -326752.531250 Penalty: 2584.599854
	Iteration 17Q: 3 clusters Score -326752.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -326768.343750 Penalty: 2584.599854
	Iteration 18Q: 3 clusters Score -326768.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -326783.062500 Penalty: 2584.599854
	Iteration 19Q: 3 clusters Score -326783.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -326799.562500 Penalty: 2584.599854
	Iteration 20F: 3 clusters Score -326799.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -326819.375000 Penalty: 2584.599854
	Iteration 21Q: 3 clusters Score -326819.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -326837.875000 Penalty: 2584.599854
	Iteration 22Q: 3 clusters Score -326837.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -326853.437500 Penalty: 2584.599854
	Iteration 23Q: 3 clusters Score -326853.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -326868.031250 Penalty: 2584.599854
	Iteration 24Q: 3 clusters Score -326868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -326886.031250 Penalty: 2584.599854
	Iteration 25Q: 3 clusters Score -326886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -326898.343750 Penalty: 2584.599854
	Iteration 26Q: 3 clusters Score -326898.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -326911.406250 Penalty: 2584.599854
	Iteration 27Q: 3 clusters Score -326911.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -326918.656250 Penalty: 2584.599854
	Iteration 28Q: 3 clusters Score -326918.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -326927.812500 Penalty: 2584.599854
	Iteration 29Q: 3 clusters Score -326927.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -326934.125000 Penalty: 2584.599854
	Iteration 30Q: 3 clusters Score -326934.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -326940.656250 Penalty: 2584.599854
	Iteration 31Q: 3 clusters Score -326940.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -326945.625000 Penalty: 2584.599854
	Iteration 32Q: 3 clusters Score -326945.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -326960.781250 Penalty: 2584.599854
	Iteration 33Q: 3 clusters Score -326960.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -326973.687500 Penalty: 2584.599854
	Iteration 34Q: 3 clusters Score -326973.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -326985.437500 Penalty: 2584.599854
	Iteration 35Q: 3 clusters Score -326985.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -326997.125000 Penalty: 2584.599854
	Iteration 36Q: 3 clusters Score -326997.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -327007.156250 Penalty: 2584.599854
	Iteration 37Q: 3 clusters Score -327007.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -327014.562500 Penalty: 2584.599854
	Iteration 38Q: 3 clusters Score -327014.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -327022.531250 Penalty: 2584.599854
	Iteration 39Q: 3 clusters Score -327022.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -327029.500000 Penalty: 2584.599854
	Iteration 40F: 3 clusters Score -327029.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -327037.187500 Penalty: 2584.599854
	Iteration 41Q: 3 clusters Score -327037.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -327047.125000 Penalty: 2584.599854
	Iteration 42Q: 3 clusters Score -327047.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -327056.343750 Penalty: 2584.599854
	Iteration 43Q: 3 clusters Score -327056.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -327061.343750 Penalty: 2584.599854
	Iteration 44Q: 3 clusters Score -327061.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -327065.093750 Penalty: 2584.599854
	Iteration 45Q: 3 clusters Score -327065.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -327070.312500 Penalty: 2584.599854
	Iteration 46Q: 3 clusters Score -327070.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -327071.906250 Penalty: 2584.599854
	Iteration 47Q: 3 clusters Score -327071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -327074.031250 Penalty: 2584.599854
	Iteration 48Q: 3 clusters Score -327074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -327074.187500 Penalty: 2584.599854
	Iteration 49Q: 3 clusters Score -327074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -327074.937500 Penalty: 2584.599854
	Iteration 50Q: 3 clusters Score -327074.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -327074.937500 Penalty: 2584.599854
	Iteration 51F: 3 clusters Score -327074.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -304817.312500 Penalty: 1288.950439
	Iteration 0F: 2 clusters Score -304817.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -302233.187500 Penalty: 2577.900879
	Iteration 0F: 3 clusters Score -302233.2 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -302901.187500 Penalty: 2577.900879
	Iteration 1F: 3 clusters Score -302901.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -303124.906250 Penalty: 2577.900879
	Iteration 2F: 3 clusters Score -303124.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -303331.062500 Penalty: 2577.900879
	Iteration 3F: 3 clusters Score -303331.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -303529.875000 Penalty: 2577.900879
	Iteration 4F: 3 clusters Score -303529.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -303723.656250 Penalty: 2577.900879
	Iteration 5F: 3 clusters Score -303723.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -303873.312500 Penalty: 2577.900879
	Iteration 6F: 3 clusters Score -303873.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -304017.156250 Penalty: 2577.900879
	Iteration 7F: 3 clusters Score -304017.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -304169.843750 Penalty: 2577.900879
	Iteration 8F: 3 clusters Score -304169.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -304323.875000 Penalty: 2577.900879
	Iteration 9F: 3 clusters Score -304323.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -304461.250000 Penalty: 2577.900879
	Iteration 10Q: 3 clusters Score -304461.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -304548.437500 Penalty: 2577.900879
	Iteration 11Q: 3 clusters Score -304548.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -304604.156250 Penalty: 2577.900879
	Iteration 12Q: 3 clusters Score -304604.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -304634.406250 Penalty: 2577.900879
	Iteration 13Q: 3 clusters Score -304634.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -304649.062500 Penalty: 2577.900879
	Iteration 14Q: 3 clusters Score -304649.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -304659.781250 Penalty: 2577.900879
	Iteration 15Q: 3 clusters Score -304659.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -304668.000000 Penalty: 2577.900879
	Iteration 16Q: 3 clusters Score -304668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -304671.125000 Penalty: 2577.900879
	Iteration 17Q: 3 clusters Score -304671.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -304673.437500 Penalty: 2577.900879
	Iteration 18Q: 3 clusters Score -304673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -304674.375000 Penalty: 2577.900879
	Iteration 19Q: 3 clusters Score -304674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -304674.750000 Penalty: 2577.900879
	Iteration 20F: 3 clusters Score -304674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -304674.843750 Penalty: 2577.900879
	Iteration 21Q: 3 clusters Score -304674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -304674.843750 Penalty: 2577.900879
	Iteration 22Q: 3 clusters Score -304674.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -304674.843750 Penalty: 2577.900879
	Iteration 23F: 3 clusters Score -304674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Entering Unmasked Estep 
Score: -1250524.125000 Penalty: 1519.094604
	Iteration 0F: 2 clusters Score -1250524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1242401.000000 Penalty: 3038.189209
	Iteration 0F: 3 clusters Score -1242401 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1245125.125000 Penalty: 3038.189209
	Iteration 1F: 3 clusters Score -1245125 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1245424.000000 Penalty: 3038.189209
	Iteration 2F: 3 clusters Score -1245424 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1245734.250000 Penalty: 3038.189209
	Iteration 3F: 3 clusters Score -1245734 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1246105.250000 Penalty: 3038.189209
	Iteration 4F: 3 clusters Score -1246105 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1246544.875000 Penalty: 3038.189209
	Iteration 5F: 3 clusters Score -1246545 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1247041.000000 Penalty: 3038.189209
	Iteration 6F: 3 clusters Score -1247041 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1247519.000000 Penalty: 3038.189209
	Iteration 7F: 3 clusters Score -1247519 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1247947.750000 Penalty: 3038.189209
	Iteration 8F: 3 clusters Score -1247948 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1248286.750000 Penalty: 3038.189209
	Iteration 9Q: 3 clusters Score -1248287 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1248549.375000 Penalty: 3038.189209
	Iteration 10Q: 3 clusters Score -1248549 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1248736.000000 Penalty: 3038.189209
	Iteration 11Q: 3 clusters Score -1248736 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1248858.250000 Penalty: 3038.189209
	Iteration 12Q: 3 clusters Score -1248858 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1248965.125000 Penalty: 3038.189209
	Iteration 13Q: 3 clusters Score -1248965 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1249042.875000 Penalty: 3038.189209
	Iteration 14Q: 3 clusters Score -1249043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1249090.875000 Penalty: 3038.189209
	Iteration 15Q: 3 clusters Score -1249091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1249133.125000 Penalty: 3038.189209
	Iteration 16Q: 3 clusters Score -1249133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1249163.000000 Penalty: 3038.189209
	Iteration 17Q: 3 clusters Score -1249163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1249186.750000 Penalty: 3038.189209
	Iteration 18Q: 3 clusters Score -1249187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1249201.625000 Penalty: 3038.189209
	Iteration 19Q: 3 clusters Score -1249202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1249212.500000 Penalty: 3038.189209
	Iteration 20F: 3 clusters Score -1249212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1249221.375000 Penalty: 3038.189209
	Iteration 21Q: 3 clusters Score -1249221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1249229.500000 Penalty: 3038.189209
	Iteration 22Q: 3 clusters Score -1249230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1249232.625000 Penalty: 3038.189209
	Iteration 23Q: 3 clusters Score -1249233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1249232.625000 Penalty: 3038.189209
	Iteration 24F: 3 clusters Score -1249233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Entering Unmasked Estep 
Score: -2763707.250000 Penalty: 1642.088867
	Iteration 0F: 2 clusters Score -2763707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2747117.500000 Penalty: 3284.177734
	Iteration 0F: 3 clusters Score -2747118 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2753292.500000 Penalty: 3284.177734
	Iteration 1F: 3 clusters Score -2753292 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2753724.500000 Penalty: 3284.177734
	Iteration 2Q: 3 clusters Score -2753724 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2754166.000000 Penalty: 3284.177734
	Iteration 3Q: 3 clusters Score -2754166 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2754689.250000 Penalty: 3284.177734
	Iteration 4Q: 3 clusters Score -2754689 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2755372.750000 Penalty: 3284.177734
	Iteration 5F: 3 clusters Score -2755373 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2756392.750000 Penalty: 3284.177734
	Iteration 6F: 3 clusters Score -2756393 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2757638.250000 Penalty: 3284.177734
	Iteration 7F: 3 clusters Score -2757638 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2758809.750000 Penalty: 3284.177734
	Iteration 8F: 3 clusters Score -2758810 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2759801.000000 Penalty: 3284.177734
	Iteration 9Q: 3 clusters Score -2759801 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2760517.000000 Penalty: 3284.177734
	Iteration 10Q: 3 clusters Score -2760517 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2761049.750000 Penalty: 3284.177734
	Iteration 11Q: 3 clusters Score -2761050 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2761459.750000 Penalty: 3284.177734
	Iteration 12Q: 3 clusters Score -2761460 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2761707.750000 Penalty: 3284.177734
	Iteration 13Q: 3 clusters Score -2761708 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2761857.250000 Penalty: 3284.177734
	Iteration 14Q: 3 clusters Score -2761857 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2761951.750000 Penalty: 3284.177734
	Iteration 15Q: 3 clusters Score -2761952 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2762019.500000 Penalty: 3284.177734
	Iteration 16Q: 3 clusters Score -2762020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2762063.250000 Penalty: 3284.177734
	Iteration 17Q: 3 clusters Score -2762063 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2762093.250000 Penalty: 3284.177734
	Iteration 18Q: 3 clusters Score -2762093 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2762120.750000 Penalty: 3284.177734
	Iteration 19Q: 3 clusters Score -2762121 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2762142.250000 Penalty: 3284.177734
	Iteration 20F: 3 clusters Score -2762142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2762160.500000 Penalty: 3284.177734
	Iteration 21Q: 3 clusters Score -2762160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2762171.250000 Penalty: 3284.177734
	Iteration 22Q: 3 clusters Score -2762171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2762185.500000 Penalty: 3284.177734
	Iteration 23Q: 3 clusters Score -2762186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2762205.250000 Penalty: 3284.177734
	Iteration 24Q: 3 clusters Score -2762205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2762221.250000 Penalty: 3284.177734
	Iteration 25Q: 3 clusters Score -2762221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2762220.500000 Penalty: 3284.177734
	Iteration 26Q: 3 clusters Score -2762220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2762221.000000 Penalty: 3284.177734
	Iteration 27Q: 3 clusters Score -2762221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2762233.000000 Penalty: 3284.177734
	Iteration 28Q: 3 clusters Score -2762233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2762240.750000 Penalty: 3284.177734
	Iteration 29Q: 3 clusters Score -2762241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2762239.500000 Penalty: 3284.177734
	Iteration 30Q: 3 clusters Score -2762240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2762242.500000 Penalty: 3284.177734
	Iteration 31Q: 3 clusters Score -2762242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2762240.750000 Penalty: 3284.177734
	Iteration 32Q: 3 clusters Score -2762241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2762240.250000 Penalty: 3284.177734
	Iteration 33Q: 3 clusters Score -2762240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2762241.250000 Penalty: 3284.177734
	Iteration 34Q: 3 clusters Score -2762241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2762244.000000 Penalty: 3284.177734
	Iteration 35Q: 3 clusters Score -2762244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2762244.000000 Penalty: 3284.177734
	Iteration 36F: 3 clusters Score -2762244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -103086.523438 Penalty: 1106.109741
	Iteration 0F: 2 clusters Score -103086.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101690.070312 Penalty: 2212.219482
	Iteration 0F: 3 clusters Score -101690.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101904.992188 Penalty: 2212.219482
	Iteration 1F: 3 clusters Score -101905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101964.500000 Penalty: 2212.219482
	Iteration 2F: 3 clusters Score -101964.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101990.929688 Penalty: 2212.219482
	Iteration 3Q: 3 clusters Score -101990.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102007.656250 Penalty: 2212.219482
	Iteration 4Q: 3 clusters Score -102007.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102024.062500 Penalty: 2212.219482
	Iteration 5Q: 3 clusters Score -102024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102032.242188 Penalty: 2212.219482
	Iteration 6Q: 3 clusters Score -102032.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102035.273438 Penalty: 2212.219482
	Iteration 7Q: 3 clusters Score -102035.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102038.171875 Penalty: 2212.219482
	Iteration 8Q: 3 clusters Score -102038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102043.242188 Penalty: 2212.219482
	Iteration 9Q: 3 clusters Score -102043.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102049.710938 Penalty: 2212.219482
	Iteration 10Q: 3 clusters Score -102049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102050.789062 Penalty: 2212.219482
	Iteration 11Q: 3 clusters Score -102050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102050.789062 Penalty: 2212.219482
	Iteration 12F: 3 clusters Score -102050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Entering Unmasked Estep 
Score: -3121188.250000 Penalty: 1656.158569
	Iteration 0F: 2 clusters Score -3121188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3103280.000000 Penalty: 3312.317139
	Iteration 0F: 3 clusters Score -3103280 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3109964.250000 Penalty: 3312.317139
	Iteration 1F: 3 clusters Score -3109964 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3110349.000000 Penalty: 3312.317139
	Iteration 2Q: 3 clusters Score -3110349 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3110718.500000 Penalty: 3312.317139
	Iteration 3Q: 3 clusters Score -3110718 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3111069.250000 Penalty: 3312.317139
	Iteration 4Q: 3 clusters Score -3111069 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3111499.250000 Penalty: 3312.317139
	Iteration 5Q: 3 clusters Score -3111499 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3111972.250000 Penalty: 3312.317139
	Iteration 6Q: 3 clusters Score -3111972 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3112540.250000 Penalty: 3312.317139
	Iteration 7Q: 3 clusters Score -3112540 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3113389.000000 Penalty: 3312.317139
	Iteration 8Q: 3 clusters Score -3113389 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3114429.500000 Penalty: 3312.317139
	Iteration 9F: 3 clusters Score -3114430 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3115572.750000 Penalty: 3312.317139
	Iteration 10F: 3 clusters Score -3115573 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3116695.250000 Penalty: 3312.317139
	Iteration 11F: 3 clusters Score -3116695 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3117552.750000 Penalty: 3312.317139
	Iteration 12Q: 3 clusters Score -3117553 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3118188.500000 Penalty: 3312.317139
	Iteration 13Q: 3 clusters Score -3118188 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3118678.500000 Penalty: 3312.317139
	Iteration 14Q: 3 clusters Score -3118678 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3119011.750000 Penalty: 3312.317139
	Iteration 15Q: 3 clusters Score -3119012 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3119222.000000 Penalty: 3312.317139
	Iteration 16Q: 3 clusters Score -3119222 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3119372.250000 Penalty: 3312.317139
	Iteration 17Q: 3 clusters Score -3119372 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3119474.000000 Penalty: 3312.317139
	Iteration 18Q: 3 clusters Score -3119474 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -3119533.250000 Penalty: 3312.317139
	Iteration 19Q: 3 clusters Score -3119533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3119580.750000 Penalty: 3312.317139
	Iteration 20F: 3 clusters Score -3119581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3119610.500000 Penalty: 3312.317139
	Iteration 21Q: 3 clusters Score -3119610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3119628.000000 Penalty: 3312.317139
	Iteration 22Q: 3 clusters Score -3119628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3119658.500000 Penalty: 3312.317139
	Iteration 23Q: 3 clusters Score -3119658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3119675.000000 Penalty: 3312.317139
	Iteration 24Q: 3 clusters Score -3119675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3119685.750000 Penalty: 3312.317139
	Iteration 25Q: 3 clusters Score -3119686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3119699.500000 Penalty: 3312.317139
	Iteration 26Q: 3 clusters Score -3119700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3119710.000000 Penalty: 3312.317139
	Iteration 27Q: 3 clusters Score -3119710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3119718.000000 Penalty: 3312.317139
	Iteration 28Q: 3 clusters Score -3119718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3119718.000000 Penalty: 3312.317139
	Iteration 29Q: 3 clusters Score -3119718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3119723.000000 Penalty: 3312.317139
	Iteration 30Q: 3 clusters Score -3119723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3119722.750000 Penalty: 3312.317139
	Iteration 31Q: 3 clusters Score -3119723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -3119732.250000 Penalty: 3312.317139
	Iteration 32Q: 3 clusters Score -3119732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3119733.750000 Penalty: 3312.317139
	Iteration 33Q: 3 clusters Score -3119734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3119734.750000 Penalty: 3312.317139
	Iteration 34Q: 3 clusters Score -3119735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3119737.750000 Penalty: 3312.317139
	Iteration 35Q: 3 clusters Score -3119738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3119737.750000 Penalty: 3312.317139
	Iteration 36F: 3 clusters Score -3119738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -202317.765625 Penalty: 1215.018677
	Iteration 0F: 2 clusters Score -202317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -200348.500000 Penalty: 2430.037354
	Iteration 0F: 3 clusters Score -200348.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -200743.671875 Penalty: 2430.037354
	Iteration 1F: 3 clusters Score -200743.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -200829.203125 Penalty: 2430.037354
	Iteration 2F: 3 clusters Score -200829.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -200883.421875 Penalty: 2430.037354
	Iteration 3Q: 3 clusters Score -200883.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -200918.687500 Penalty: 2430.037354
	Iteration 4Q: 3 clusters Score -200918.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -200945.250000 Penalty: 2430.037354
	Iteration 5Q: 3 clusters Score -200945.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -200972.343750 Penalty: 2430.037354
	Iteration 6Q: 3 clusters Score -200972.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -200991.687500 Penalty: 2430.037354
	Iteration 7Q: 3 clusters Score -200991.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -201008.046875 Penalty: 2430.037354
	Iteration 8Q: 3 clusters Score -201008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -201022.468750 Penalty: 2430.037354
	Iteration 9Q: 3 clusters Score -201022.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -201034.796875 Penalty: 2430.037354
	Iteration 10Q: 3 clusters Score -201034.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -201048.531250 Penalty: 2430.037354
	Iteration 11Q: 3 clusters Score -201048.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -201059.109375 Penalty: 2430.037354
	Iteration 12Q: 3 clusters Score -201059.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -201068.750000 Penalty: 2430.037354
	Iteration 13Q: 3 clusters Score -201068.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -201079.171875 Penalty: 2430.037354
	Iteration 14Q: 3 clusters Score -201079.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201085.406250 Penalty: 2430.037354
	Iteration 15Q: 3 clusters Score -201085.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -201090.687500 Penalty: 2430.037354
	Iteration 16Q: 3 clusters Score -201090.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -201094.625000 Penalty: 2430.037354
	Iteration 17Q: 3 clusters Score -201094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -201095.718750 Penalty: 2430.037354
	Iteration 18Q: 3 clusters Score -201095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -201095.984375 Penalty: 2430.037354
	Iteration 19Q: 3 clusters Score -201096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -201097.515625 Penalty: 2430.037354
	Iteration 20F: 3 clusters Score -201097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -201099.890625 Penalty: 2430.037354
	Iteration 21Q: 3 clusters Score -201099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -201102.031250 Penalty: 2430.037354
	Iteration 22Q: 3 clusters Score -201102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -201102.578125 Penalty: 2430.037354
	Iteration 23Q: 3 clusters Score -201102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -201102.703125 Penalty: 2430.037354
	Iteration 24Q: 3 clusters Score -201102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -201102.703125 Penalty: 2430.037354
	Iteration 25F: 3 clusters Score -201102.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -14014.414062 Penalty: 850.055176
	Iteration 0F: 2 clusters Score -14014.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13478.263672 Penalty: 1700.110352
	Iteration 0F: 3 clusters Score -13478.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13593.267578 Penalty: 1700.110352
	Iteration 1F: 3 clusters Score -13593.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13606.988281 Penalty: 1700.110352
	Iteration 2Q: 3 clusters Score -13606.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13617.438477 Penalty: 1700.110352
	Iteration 3Q: 3 clusters Score -13617.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13622.577148 Penalty: 1700.110352
	Iteration 4Q: 3 clusters Score -13622.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13632.562500 Penalty: 1700.110352
	Iteration 5Q: 3 clusters Score -13632.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13642.314453 Penalty: 1700.110352
	Iteration 6Q: 3 clusters Score -13642.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13644.120117 Penalty: 1700.110352
	Iteration 7Q: 3 clusters Score -13644.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13649.827148 Penalty: 1700.110352
	Iteration 8Q: 3 clusters Score -13649.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13651.352539 Penalty: 1700.110352
	Iteration 9Q: 3 clusters Score -13651.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13652.249023 Penalty: 1700.110352
	Iteration 10Q: 3 clusters Score -13652.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13652.249023 Penalty: 1700.110352
	Iteration 11F: 3 clusters Score -13652.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -123642.359375 Penalty: 1153.082642
	Iteration 0F: 2 clusters Score -123642.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122112.562500 Penalty: 2306.165283
	Iteration 0F: 3 clusters Score -122112.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -122475.453125 Penalty: 2306.165283
	Iteration 1F: 3 clusters Score -122475.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -122588.500000 Penalty: 2306.165283
	Iteration 2F: 3 clusters Score -122588.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -122639.234375 Penalty: 2306.165283
	Iteration 3Q: 3 clusters Score -122639.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -122683.312500 Penalty: 2306.165283
	Iteration 4Q: 3 clusters Score -122683.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -122710.031250 Penalty: 2306.165283
	Iteration 5Q: 3 clusters Score -122710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -122730.664062 Penalty: 2306.165283
	Iteration 6Q: 3 clusters Score -122730.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -122742.195312 Penalty: 2306.165283
	Iteration 7Q: 3 clusters Score -122742.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -122748.843750 Penalty: 2306.165283
	Iteration 8Q: 3 clusters Score -122748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -122753.296875 Penalty: 2306.165283
	Iteration 9Q: 3 clusters Score -122753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -122758.648438 Penalty: 2306.165283
	Iteration 10Q: 3 clusters Score -122758.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -122764.531250 Penalty: 2306.165283
	Iteration 11Q: 3 clusters Score -122764.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -122770.765625 Penalty: 2306.165283
	Iteration 12Q: 3 clusters Score -122770.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -122775.601562 Penalty: 2306.165283
	Iteration 13Q: 3 clusters Score -122775.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -122776.789062 Penalty: 2306.165283
	Iteration 14Q: 3 clusters Score -122776.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -122777.531250 Penalty: 2306.165283
	Iteration 15Q: 3 clusters Score -122777.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122778.468750 Penalty: 2306.165283
	Iteration 16Q: 3 clusters Score -122778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -122779.375000 Penalty: 2306.165283
	Iteration 17Q: 3 clusters Score -122779.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122781.445312 Penalty: 2306.165283
	Iteration 18Q: 3 clusters Score -122781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -122782.867188 Penalty: 2306.165283
	Iteration 19Q: 3 clusters Score -122782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -122783.500000 Penalty: 2306.165283
	Iteration 20F: 3 clusters Score -122783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122783.703125 Penalty: 2306.165283
	Iteration 21Q: 3 clusters Score -122783.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122783.703125 Penalty: 2306.165283
	Iteration 22F: 3 clusters Score -122783.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Entering Unmasked Estep 
Score: -1084115.750000 Penalty: 1486.970825
	Iteration 0F: 2 clusters Score -1084116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1077283.125000 Penalty: 2973.941650
	Iteration 0F: 3 clusters Score -1077283 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1079525.750000 Penalty: 2973.941650
	Iteration 1F: 3 clusters Score -1079526 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1079737.500000 Penalty: 2973.941650
	Iteration 2F: 3 clusters Score -1079738 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1079884.875000 Penalty: 2973.941650
	Iteration 3Q: 3 clusters Score -1079885 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1080010.875000 Penalty: 2973.941650
	Iteration 4Q: 3 clusters Score -1080011 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1080117.750000 Penalty: 2973.941650
	Iteration 5Q: 3 clusters Score -1080118 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1080215.125000 Penalty: 2973.941650
	Iteration 6Q: 3 clusters Score -1080215 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1080341.875000 Penalty: 2973.941650
	Iteration 7Q: 3 clusters Score -1080342 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1080467.125000 Penalty: 2973.941650
	Iteration 8Q: 3 clusters Score -1080467 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1080613.375000 Penalty: 2973.941650
	Iteration 9Q: 3 clusters Score -1080613 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1080796.250000 Penalty: 2973.941650
	Iteration 10Q: 3 clusters Score -1080796 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1081021.625000 Penalty: 2973.941650
	Iteration 11Q: 3 clusters Score -1081022 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1081264.500000 Penalty: 2973.941650
	Iteration 12Q: 3 clusters Score -1081264 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1081512.625000 Penalty: 2973.941650
	Iteration 13Q: 3 clusters Score -1081513 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1081759.750000 Penalty: 2973.941650
	Iteration 14Q: 3 clusters Score -1081760 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1081958.375000 Penalty: 2973.941650
	Iteration 15Q: 3 clusters Score -1081958 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1082117.500000 Penalty: 2973.941650
	Iteration 16Q: 3 clusters Score -1082118 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1082249.625000 Penalty: 2973.941650
	Iteration 17Q: 3 clusters Score -1082250 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1082355.375000 Penalty: 2973.941650
	Iteration 18Q: 3 clusters Score -1082355 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1082459.125000 Penalty: 2973.941650
	Iteration 19Q: 3 clusters Score -1082459 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1082539.625000 Penalty: 2973.941650
	Iteration 20F: 3 clusters Score -1082540 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1082609.000000 Penalty: 2973.941650
	Iteration 21Q: 3 clusters Score -1082609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1082662.625000 Penalty: 2973.941650
	Iteration 22Q: 3 clusters Score -1082663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1082711.000000 Penalty: 2973.941650
	Iteration 23Q: 3 clusters Score -1082711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1082745.375000 Penalty: 2973.941650
	Iteration 24Q: 3 clusters Score -1082745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1082777.750000 Penalty: 2973.941650
	Iteration 25Q: 3 clusters Score -1082778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1082792.625000 Penalty: 2973.941650
	Iteration 26Q: 3 clusters Score -1082793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1082799.250000 Penalty: 2973.941650
	Iteration 27Q: 3 clusters Score -1082799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1082806.625000 Penalty: 2973.941650
	Iteration 28Q: 3 clusters Score -1082807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1082813.250000 Penalty: 2973.941650
	Iteration 29Q: 3 clusters Score -1082813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1082819.000000 Penalty: 2973.941650
	Iteration 30Q: 3 clusters Score -1082819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1082830.000000 Penalty: 2973.941650
	Iteration 31Q: 3 clusters Score -1082830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1082835.875000 Penalty: 2973.941650
	Iteration 32Q: 3 clusters Score -1082836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1082841.250000 Penalty: 2973.941650
	Iteration 33Q: 3 clusters Score -1082841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1082844.500000 Penalty: 2973.941650
	Iteration 34Q: 3 clusters Score -1082844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1082848.125000 Penalty: 2973.941650
	Iteration 35Q: 3 clusters Score -1082848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1082855.625000 Penalty: 2973.941650
	Iteration 36Q: 3 clusters Score -1082856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1082861.375000 Penalty: 2973.941650
	Iteration 37Q: 3 clusters Score -1082861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1082865.125000 Penalty: 2973.941650
	Iteration 38Q: 3 clusters Score -1082865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1082867.500000 Penalty: 2973.941650
	Iteration 39Q: 3 clusters Score -1082868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1082872.125000 Penalty: 2973.941650
	Iteration 40F: 3 clusters Score -1082872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1082873.875000 Penalty: 2973.941650
	Iteration 41Q: 3 clusters Score -1082874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1082875.625000 Penalty: 2973.941650
	Iteration 42Q: 3 clusters Score -1082876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1082875.000000 Penalty: 2973.941650
	Iteration 43Q: 3 clusters Score -1082875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1082875.000000 Penalty: 2973.941650
	Iteration 44F: 3 clusters Score -1082875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5375 members 
Mstep: Class 3 contains 4763 members 
Mstep: Class 4 contains 15584 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 27314 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 108551 members 
Mstep: Class 9 contains 18702 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67560 members 
Mstep: Class 13 contains 110896 members 
Mstep: Class 14 contains 12521 members 
Mstep: Class 15 contains 112916 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133571 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 6925 members 
Mstep: Class 22 contains 21524 members 
Mstep: Class 23 contains 2843 members 
Mstep: Class 24 contains 2785 members 
Mstep: Class 25 contains 11479 members 
Mstep: Class 26 contains 24469 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26682 members 
Mstep: Class 29 contains 1767 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211240.000000 Penalty: 70409.367188
Iteration 239Q: 33 clusters Score -8.621124e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5386 members 
Mstep: Class 3 contains 4758 members 
Mstep: Class 4 contains 15585 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 27331 members 
Mstep: Class 7 contains 12804 members 
Mstep: Class 8 contains 108563 members 
Mstep: Class 9 contains 18690 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67589 members 
Mstep: Class 13 contains 110947 members 
Mstep: Class 14 contains 12527 members 
Mstep: Class 15 contains 112909 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133628 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 21550 members 
Mstep: Class 23 contains 2843 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 11474 members 
Mstep: Class 26 contains 24487 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26692 members 
Mstep: Class 29 contains 1767 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211328.000000 Penalty: 70409.367188
Iteration 240F: 33 clusters Score -8.621133e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 15593 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 27342 members 
Mstep: Class 7 contains 12805 members 
Mstep: Class 8 contains 108572 members 
Mstep: Class 9 contains 18675 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67608 members 
Mstep: Class 13 contains 110991 members 
Mstep: Class 14 contains 12535 members 
Mstep: Class 15 contains 112941 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133665 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 6516 members 
Mstep: Class 22 contains 21574 members 
Mstep: Class 23 contains 2842 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 11470 members 
Mstep: Class 26 contains 24507 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26702 members 
Mstep: Class 29 contains 1767 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211320.000000 Penalty: 70409.367188
Iteration 241Q: 33 clusters Score -8.621132e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 4755 members 
Mstep: Class 4 contains 15600 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 27359 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 108555 members 
Mstep: Class 9 contains 18667 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67627 members 
Mstep: Class 13 contains 111018 members 
Mstep: Class 14 contains 12536 members 
Mstep: Class 15 contains 112970 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133701 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 6344 members 
Mstep: Class 22 contains 21611 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 11467 members 
Mstep: Class 26 contains 24528 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26705 members 
Mstep: Class 29 contains 1767 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211392.000000 Penalty: 70409.367188
Iteration 242Q: 33 clusters Score -8.621139e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 27371 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 108526 members 
Mstep: Class 9 contains 18659 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67648 members 
Mstep: Class 13 contains 111035 members 
Mstep: Class 14 contains 12543 members 
Mstep: Class 15 contains 113010 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133739 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 6184 members 
Mstep: Class 22 contains 21635 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11462 members 
Mstep: Class 26 contains 24555 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26712 members 
Mstep: Class 29 contains 1767 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211416.000000 Penalty: 70409.367188
Iteration 243Q: 33 clusters Score -8.621142e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 4750 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 27387 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 108533 members 
Mstep: Class 9 contains 18647 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67663 members 
Mstep: Class 13 contains 111047 members 
Mstep: Class 14 contains 12549 members 
Mstep: Class 15 contains 113048 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133780 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 6010 members 
Mstep: Class 22 contains 21660 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11456 members 
Mstep: Class 26 contains 24580 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26714 members 
Mstep: Class 29 contains 1767 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211168.000000 Penalty: 70409.367188
Iteration 244Q: 33 clusters Score -8.621117e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 15613 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 27405 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 108534 members 
Mstep: Class 9 contains 18634 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67691 members 
Mstep: Class 13 contains 111060 members 
Mstep: Class 14 contains 12553 members 
Mstep: Class 15 contains 113086 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133820 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 3939 members 
Mstep: Class 21 contains 5830 members 
Mstep: Class 22 contains 21688 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11444 members 
Mstep: Class 26 contains 24615 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26715 members 
Mstep: Class 29 contains 1768 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211376.000000 Penalty: 70409.367188
Iteration 245Q: 33 clusters Score -8.621138e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 4744 members 
Mstep: Class 4 contains 15621 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 27420 members 
Mstep: Class 7 contains 12796 members 
Mstep: Class 8 contains 108559 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67725 members 
Mstep: Class 13 contains 111083 members 
Mstep: Class 14 contains 12558 members 
Mstep: Class 15 contains 113093 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133870 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 3938 members 
Mstep: Class 21 contains 5636 members 
Mstep: Class 22 contains 21712 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 11433 members 
Mstep: Class 26 contains 24645 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26720 members 
Mstep: Class 29 contains 1768 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211424.000000 Penalty: 70409.367188
Iteration 246Q: 33 clusters Score -8.621142e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 4740 members 
Mstep: Class 4 contains 15626 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 27441 members 
Mstep: Class 7 contains 12798 members 
Mstep: Class 8 contains 108572 members 
Mstep: Class 9 contains 18602 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67753 members 
Mstep: Class 13 contains 111110 members 
Mstep: Class 14 contains 12562 members 
Mstep: Class 15 contains 113107 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133898 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 5467 members 
Mstep: Class 22 contains 21734 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2784 members 
Mstep: Class 25 contains 11423 members 
Mstep: Class 26 contains 24676 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26723 members 
Mstep: Class 29 contains 1768 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211472.000000 Penalty: 70409.367188
Iteration 247Q: 33 clusters Score -8.621147e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 4734 members 
Mstep: Class 4 contains 15630 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 27461 members 
Mstep: Class 7 contains 12798 members 
Mstep: Class 8 contains 108576 members 
Mstep: Class 9 contains 18582 members 
Mstep: Class 10 contains 2599 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67773 members 
Mstep: Class 13 contains 111153 members 
Mstep: Class 14 contains 12570 members 
Mstep: Class 15 contains 113104 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133945 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 21746 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2785 members 
Mstep: Class 25 contains 11414 members 
Mstep: Class 26 contains 24698 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26727 members 
Mstep: Class 29 contains 1769 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1208 members 
Mstep: Class 32 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211368.000000 Penalty: 70409.367188
Iteration 248Q: 33 clusters Score -8.621137e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5430 members 
Mstep: Class 3 contains 4734 members 
Mstep: Class 4 contains 15637 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 27474 members 
Mstep: Class 7 contains 12794 members 
Mstep: Class 8 contains 108619 members 
Mstep: Class 9 contains 18568 members 
Mstep: Class 10 contains 2597 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67800 members 
Mstep: Class 13 contains 111187 members 
Mstep: Class 14 contains 12576 members 
Mstep: Class 15 contains 113084 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 133976 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 5159 members 
Mstep: Class 22 contains 21760 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2784 members 
Mstep: Class 25 contains 11409 members 
Mstep: Class 26 contains 24715 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26733 members 
Mstep: Class 29 contains 1770 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1208 members 
Mstep: Class 32 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211344.000000 Penalty: 70409.367188
Iteration 249Q: 33 clusters Score -8.621134e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5432 members 
Mstep: Class 3 contains 4732 members 
Mstep: Class 4 contains 15644 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 27486 members 
Mstep: Class 7 contains 12794 members 
Mstep: Class 8 contains 108636 members 
Mstep: Class 9 contains 18549 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67835 members 
Mstep: Class 13 contains 111221 members 
Mstep: Class 14 contains 12579 members 
Mstep: Class 15 contains 113051 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134013 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 5031 members 
Mstep: Class 22 contains 21783 members 
Mstep: Class 23 contains 2842 members 
Mstep: Class 24 contains 2783 members 
Mstep: Class 25 contains 11403 members 
Mstep: Class 26 contains 24733 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26739 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1208 members 
Mstep: Class 32 contains 9413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211360.000000 Penalty: 70409.367188
Iteration 250Q: 33 clusters Score -8.621136e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 15651 members 
Mstep: Class 5 contains 3752 members 
Mstep: Class 6 contains 27503 members 
Mstep: Class 7 contains 12797 members 
Mstep: Class 8 contains 108639 members 
Mstep: Class 9 contains 18531 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67866 members 
Mstep: Class 13 contains 111243 members 
Mstep: Class 14 contains 12581 members 
Mstep: Class 15 contains 113039 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134047 members 
Mstep: Class 19 contains 4347 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 4899 members 
Mstep: Class 22 contains 21804 members 
Mstep: Class 23 contains 2842 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11397 members 
Mstep: Class 26 contains 24755 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26750 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1208 members 
Mstep: Class 32 contains 9413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211256.000000 Penalty: 70409.367188
Iteration 251Q: 33 clusters Score -8.621126e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5446 members 
Mstep: Class 3 contains 4731 members 
Mstep: Class 4 contains 15653 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 27521 members 
Mstep: Class 7 contains 12797 members 
Mstep: Class 8 contains 108674 members 
Mstep: Class 9 contains 18512 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67882 members 
Mstep: Class 13 contains 111259 members 
Mstep: Class 14 contains 12582 members 
Mstep: Class 15 contains 113032 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134074 members 
Mstep: Class 19 contains 4346 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 4759 members 
Mstep: Class 22 contains 21824 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11389 members 
Mstep: Class 26 contains 24781 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26754 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1209 members 
Mstep: Class 32 contains 9413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211184.000000 Penalty: 70409.367188
Iteration 252Q: 33 clusters Score -8.621118e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5455 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 15657 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 27536 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 108751 members 
Mstep: Class 9 contains 18499 members 
Mstep: Class 10 contains 2595 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67909 members 
Mstep: Class 13 contains 111290 members 
Mstep: Class 14 contains 12585 members 
Mstep: Class 15 contains 113003 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134087 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 4609 members 
Mstep: Class 22 contains 21838 members 
Mstep: Class 23 contains 2845 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 11371 members 
Mstep: Class 26 contains 24803 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26757 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1210 members 
Mstep: Class 32 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211008.000000 Penalty: 70409.367188
Iteration 253Q: 33 clusters Score -8.621101e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5460 members 
Mstep: Class 3 contains 4730 members 
Mstep: Class 4 contains 15660 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 27552 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 108805 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67942 members 
Mstep: Class 13 contains 111323 members 
Mstep: Class 14 contains 12588 members 
Mstep: Class 15 contains 112960 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134100 members 
Mstep: Class 19 contains 4348 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 21867 members 
Mstep: Class 23 contains 2843 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 11362 members 
Mstep: Class 26 contains 24821 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26768 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1210 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211040.000000 Penalty: 70409.367188
Iteration 254Q: 33 clusters Score -8.621104e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5471 members 
Mstep: Class 3 contains 4728 members 
Mstep: Class 4 contains 15661 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 27563 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 108826 members 
Mstep: Class 9 contains 18478 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 412 members 
Mstep: Class 12 contains 67978 members 
Mstep: Class 13 contains 111356 members 
Mstep: Class 14 contains 12596 members 
Mstep: Class 15 contains 112938 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134118 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 4326 members 
Mstep: Class 22 contains 21898 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 11348 members 
Mstep: Class 26 contains 24833 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26781 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1210 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211112.000000 Penalty: 70409.367188
Iteration 255Q: 33 clusters Score -8.621111e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5485 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 15664 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 27579 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 108848 members 
Mstep: Class 9 contains 18472 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 68014 members 
Mstep: Class 13 contains 111382 members 
Mstep: Class 14 contains 12601 members 
Mstep: Class 15 contains 112922 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134134 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 4197 members 
Mstep: Class 22 contains 21916 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 11333 members 
Mstep: Class 26 contains 24848 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26795 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1210 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211256.000000 Penalty: 70409.367188
Iteration 256Q: 33 clusters Score -8.621126e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5489 members 
Mstep: Class 3 contains 4719 members 
Mstep: Class 4 contains 15668 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 27598 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 108841 members 
Mstep: Class 9 contains 18462 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 12 contains 68064 members 
Mstep: Class 13 contains 111395 members 
Mstep: Class 14 contains 12603 members 
Mstep: Class 15 contains 112919 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134161 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 4067 members 
Mstep: Class 22 contains 21942 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 11321 members 
Mstep: Class 26 contains 24861 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26808 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1209 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211280.000000 Penalty: 70409.367188
Iteration 257Q: 33 clusters Score -8.621128e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 4714 members 
Mstep: Class 4 contains 15672 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 27615 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 108824 members 
Mstep: Class 9 contains 18453 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68116 members 
Mstep: Class 13 contains 111400 members 
Mstep: Class 14 contains 12607 members 
Mstep: Class 15 contains 112919 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134193 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 3945 members 
Mstep: Class 22 contains 21963 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2779 members 
Mstep: Class 25 contains 11305 members 
Mstep: Class 26 contains 24877 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26827 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1209 members 
Mstep: Class 32 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211256.000000 Penalty: 70409.367188
Iteration 258Q: 33 clusters Score -8.621126e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15678 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 27628 members 
Mstep: Class 7 contains 12809 members 
Mstep: Class 8 contains 108788 members 
Mstep: Class 9 contains 18443 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68172 members 
Mstep: Class 13 contains 111423 members 
Mstep: Class 14 contains 12613 members 
Mstep: Class 15 contains 112902 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134211 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3848 members 
Mstep: Class 22 contains 21986 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 11288 members 
Mstep: Class 26 contains 24898 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26842 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211376.000000 Penalty: 70409.367188
Iteration 259Q: 33 clusters Score -8.621138e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5498 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 15680 members 
Mstep: Class 5 contains 3743 members 
Mstep: Class 6 contains 27643 members 
Mstep: Class 7 contains 12815 members 
Mstep: Class 8 contains 108772 members 
Mstep: Class 9 contains 18433 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68209 members 
Mstep: Class 13 contains 111451 members 
Mstep: Class 14 contains 12613 members 
Mstep: Class 15 contains 112884 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134230 members 
Mstep: Class 19 contains 4356 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3746 members 
Mstep: Class 22 contains 22010 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11277 members 
Mstep: Class 26 contains 24913 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26860 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211296.000000 Penalty: 70409.367188
Iteration 260F: 33 clusters Score -8.62113e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5503 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 15683 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 27658 members 
Mstep: Class 7 contains 12817 members 
Mstep: Class 8 contains 108747 members 
Mstep: Class 9 contains 18424 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68243 members 
Mstep: Class 13 contains 111475 members 
Mstep: Class 14 contains 12619 members 
Mstep: Class 15 contains 112878 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134253 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3654 members 
Mstep: Class 22 contains 22027 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11268 members 
Mstep: Class 26 contains 24922 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26870 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211384.000000 Penalty: 70409.367188
Iteration 261Q: 33 clusters Score -8.621138e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 4700 members 
Mstep: Class 4 contains 15684 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 27666 members 
Mstep: Class 7 contains 12822 members 
Mstep: Class 8 contains 108716 members 
Mstep: Class 9 contains 18416 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68272 members 
Mstep: Class 13 contains 111503 members 
Mstep: Class 14 contains 12621 members 
Mstep: Class 15 contains 112857 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134290 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3580 members 
Mstep: Class 22 contains 22048 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11261 members 
Mstep: Class 26 contains 24931 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26874 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211312.000000 Penalty: 70409.367188
Iteration 262Q: 33 clusters Score -8.621131e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5513 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 27672 members 
Mstep: Class 7 contains 12823 members 
Mstep: Class 8 contains 108699 members 
Mstep: Class 9 contains 18407 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68296 members 
Mstep: Class 13 contains 111517 members 
Mstep: Class 14 contains 12627 members 
Mstep: Class 15 contains 112824 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134311 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3528 members 
Mstep: Class 22 contains 22073 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11257 members 
Mstep: Class 26 contains 24937 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26877 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211296.000000 Penalty: 70409.367188
Iteration 263Q: 33 clusters Score -8.62113e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 27675 members 
Mstep: Class 7 contains 12826 members 
Mstep: Class 8 contains 108678 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68325 members 
Mstep: Class 13 contains 111524 members 
Mstep: Class 14 contains 12628 members 
Mstep: Class 15 contains 112802 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134335 members 
Mstep: Class 19 contains 4362 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 22107 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11255 members 
Mstep: Class 26 contains 24941 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26880 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211280.000000 Penalty: 70409.367188
Iteration 264Q: 33 clusters Score -8.621128e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4701 members 
Mstep: Class 4 contains 15689 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 27683 members 
Mstep: Class 7 contains 12826 members 
Mstep: Class 8 contains 108675 members 
Mstep: Class 9 contains 18386 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68345 members 
Mstep: Class 13 contains 111538 members 
Mstep: Class 14 contains 12631 members 
Mstep: Class 15 contains 112775 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134353 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3416 members 
Mstep: Class 22 contains 22132 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 11248 members 
Mstep: Class 26 contains 24954 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26885 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211128.000000 Penalty: 70409.367188
Iteration 265Q: 33 clusters Score -8.621113e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4701 members 
Mstep: Class 4 contains 15691 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 27690 members 
Mstep: Class 7 contains 12826 members 
Mstep: Class 8 contains 108689 members 
Mstep: Class 9 contains 18375 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68370 members 
Mstep: Class 13 contains 111557 members 
Mstep: Class 14 contains 12635 members 
Mstep: Class 15 contains 112756 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134344 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3361 members 
Mstep: Class 22 contains 22147 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 11243 members 
Mstep: Class 26 contains 24964 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26895 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211176.000000 Penalty: 70409.367188
Iteration 266Q: 33 clusters Score -8.621118e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 4703 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 27697 members 
Mstep: Class 7 contains 12828 members 
Mstep: Class 8 contains 108710 members 
Mstep: Class 9 contains 18362 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68400 members 
Mstep: Class 13 contains 111575 members 
Mstep: Class 14 contains 12638 members 
Mstep: Class 15 contains 112741 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134321 members 
Mstep: Class 19 contains 4362 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 3306 members 
Mstep: Class 22 contains 22161 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11237 members 
Mstep: Class 26 contains 24973 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26900 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211072.000000 Penalty: 70409.367188
Iteration 267Q: 33 clusters Score -8.621107e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5532 members 
Mstep: Class 3 contains 4700 members 
Mstep: Class 4 contains 15702 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 27702 members 
Mstep: Class 7 contains 12830 members 
Mstep: Class 8 contains 108735 members 
Mstep: Class 9 contains 18352 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68421 members 
Mstep: Class 13 contains 111584 members 
Mstep: Class 14 contains 12641 members 
Mstep: Class 15 contains 112729 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134295 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 3263 members 
Mstep: Class 22 contains 22172 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11232 members 
Mstep: Class 26 contains 24987 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26907 members 
Mstep: Class 29 contains 1773 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211200.000000 Penalty: 70409.367188
Iteration 268Q: 33 clusters Score -8.62112e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5533 members 
Mstep: Class 3 contains 4701 members 
Mstep: Class 4 contains 15708 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 27711 members 
Mstep: Class 7 contains 12830 members 
Mstep: Class 8 contains 108753 members 
Mstep: Class 9 contains 18347 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68447 members 
Mstep: Class 13 contains 111592 members 
Mstep: Class 14 contains 12645 members 
Mstep: Class 15 contains 112715 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134265 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 22180 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11230 members 
Mstep: Class 26 contains 25000 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26910 members 
Mstep: Class 29 contains 1775 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211080.000000 Penalty: 70409.367188
Iteration 269Q: 33 clusters Score -8.621108e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5532 members 
Mstep: Class 3 contains 4701 members 
Mstep: Class 4 contains 15718 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 27718 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 108779 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68474 members 
Mstep: Class 13 contains 111596 members 
Mstep: Class 14 contains 12646 members 
Mstep: Class 15 contains 112689 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134246 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3177 members 
Mstep: Class 22 contains 22187 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11230 members 
Mstep: Class 26 contains 25006 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26914 members 
Mstep: Class 29 contains 1775 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211288.000000 Penalty: 70409.367188
Iteration 270Q: 33 clusters Score -8.621129e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5536 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 15723 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 27729 members 
Mstep: Class 7 contains 12832 members 
Mstep: Class 8 contains 108795 members 
Mstep: Class 9 contains 18340 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68499 members 
Mstep: Class 13 contains 111600 members 
Mstep: Class 14 contains 12646 members 
Mstep: Class 15 contains 112666 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134224 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3144 members 
Mstep: Class 22 contains 22194 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11228 members 
Mstep: Class 26 contains 25015 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26918 members 
Mstep: Class 29 contains 1775 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211312.000000 Penalty: 70409.367188
Iteration 271Q: 33 clusters Score -8.621131e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5540 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 15723 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 27737 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 108799 members 
Mstep: Class 9 contains 18333 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68523 members 
Mstep: Class 13 contains 111600 members 
Mstep: Class 14 contains 12649 members 
Mstep: Class 15 contains 112655 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134210 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3118 members 
Mstep: Class 22 contains 22198 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11227 members 
Mstep: Class 26 contains 25022 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26923 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211216.000000 Penalty: 70409.367188
Iteration 272Q: 33 clusters Score -8.621122e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5542 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 15727 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 27739 members 
Mstep: Class 7 contains 12832 members 
Mstep: Class 8 contains 108810 members 
Mstep: Class 9 contains 18328 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68546 members 
Mstep: Class 13 contains 111596 members 
Mstep: Class 14 contains 12652 members 
Mstep: Class 15 contains 112634 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134210 members 
Mstep: Class 19 contains 4361 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3104 members 
Mstep: Class 22 contains 22200 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11226 members 
Mstep: Class 26 contains 25023 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26924 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211232.000000 Penalty: 70409.367188
Iteration 273Q: 33 clusters Score -8.621123e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5544 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 15731 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 27743 members 
Mstep: Class 7 contains 12832 members 
Mstep: Class 8 contains 108825 members 
Mstep: Class 9 contains 18325 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68564 members 
Mstep: Class 13 contains 111594 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 112613 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134208 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3078 members 
Mstep: Class 22 contains 22211 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11223 members 
Mstep: Class 26 contains 25028 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26926 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211320.000000 Penalty: 70409.367188
Iteration 274Q: 33 clusters Score -8.621132e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 15734 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 27749 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 108835 members 
Mstep: Class 9 contains 18323 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68580 members 
Mstep: Class 13 contains 111594 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 112587 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134214 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3057 members 
Mstep: Class 22 contains 22217 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11221 members 
Mstep: Class 26 contains 25031 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26929 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211288.000000 Penalty: 70409.367188
Iteration 275Q: 33 clusters Score -8.621129e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 27755 members 
Mstep: Class 7 contains 12832 members 
Mstep: Class 8 contains 108828 members 
Mstep: Class 9 contains 18319 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68591 members 
Mstep: Class 13 contains 111590 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 112569 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134225 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3041 members 
Mstep: Class 22 contains 22228 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11220 members 
Mstep: Class 26 contains 25034 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26930 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211192.000000 Penalty: 70409.367188
Iteration 276Q: 33 clusters Score -8.621119e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 4703 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27756 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 108807 members 
Mstep: Class 9 contains 18314 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68614 members 
Mstep: Class 13 contains 111600 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 112547 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134229 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 22236 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11219 members 
Mstep: Class 26 contains 25037 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26933 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211232.000000 Penalty: 70409.367188
Iteration 277Q: 33 clusters Score -8.621123e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27757 members 
Mstep: Class 7 contains 12835 members 
Mstep: Class 8 contains 108808 members 
Mstep: Class 9 contains 18306 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68639 members 
Mstep: Class 13 contains 111606 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 112527 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134221 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 3010 members 
Mstep: Class 22 contains 22245 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11217 members 
Mstep: Class 26 contains 25042 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26936 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211208.000000 Penalty: 70409.367188
Iteration 278Q: 33 clusters Score -8.621121e+07 nChanged 147
Entering ConstructFrom: 
Score: -86211208.000000 Penalty: 70409.367188
Entering ConstructFrom: 
Trying to split cluster 1 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -195211.296875 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -195211.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -193354.578125 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -193354.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -193705.875000 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -193705.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193783.703125 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -193783.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -193818.156250 Penalty: 2397.974609
	Iteration 3Q: 3 clusters Score -193818.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -193832.406250 Penalty: 2397.974609
	Iteration 4Q: 3 clusters Score -193832.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -193842.390625 Penalty: 2397.974609
	Iteration 5Q: 3 clusters Score -193842.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -193848.187500 Penalty: 2397.974609
	Iteration 6Q: 3 clusters Score -193848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -193850.000000 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -193850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -193853.000000 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -193853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -193857.234375 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -193857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -193861.984375 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -193862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -193869.734375 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -193869.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -193873.875000 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -193873.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -193879.218750 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -193879.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -193885.828125 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -193885.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -193891.046875 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -193891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -193896.734375 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -193896.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -193899.187500 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -193899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -193900.750000 Penalty: 2397.974609
	Iteration 18Q: 3 clusters Score -193900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -193902.703125 Penalty: 2397.974609
	Iteration 19Q: 3 clusters Score -193902.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -193905.531250 Penalty: 2397.974609
	Iteration 20F: 3 clusters Score -193905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -193906.171875 Penalty: 2397.974609
	Iteration 21Q: 3 clusters Score -193906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -193906.687500 Penalty: 2397.974609
	Iteration 22Q: 3 clusters Score -193906.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -193906.687500 Penalty: 2397.974609
	Iteration 23F: 3 clusters Score -193906.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Entering Unmasked Estep 
Score: -648761.500000 Penalty: 1401.674438
	Iteration 0F: 2 clusters Score -648761.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -644342.250000 Penalty: 2803.348877
	Iteration 0F: 3 clusters Score -644342.2 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -645570.125000 Penalty: 2803.348877
	Iteration 1F: 3 clusters Score -645570.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -645777.312500 Penalty: 2803.348877
	Iteration 2F: 3 clusters Score -645777.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -645948.375000 Penalty: 2803.348877
	Iteration 3F: 3 clusters Score -645948.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -646084.875000 Penalty: 2803.348877
	Iteration 4Q: 3 clusters Score -646084.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -646219.937500 Penalty: 2803.348877
	Iteration 5Q: 3 clusters Score -646219.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -646350.312500 Penalty: 2803.348877
	Iteration 6Q: 3 clusters Score -646350.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -646489.625000 Penalty: 2803.348877
	Iteration 7Q: 3 clusters Score -646489.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -646637.625000 Penalty: 2803.348877
	Iteration 8Q: 3 clusters Score -646637.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -646773.312500 Penalty: 2803.348877
	Iteration 9Q: 3 clusters Score -646773.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -646906.750000 Penalty: 2803.348877
	Iteration 10Q: 3 clusters Score -646906.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -647029.437500 Penalty: 2803.348877
	Iteration 11Q: 3 clusters Score -647029.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -647136.437500 Penalty: 2803.348877
	Iteration 12Q: 3 clusters Score -647136.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -647214.062500 Penalty: 2803.348877
	Iteration 13Q: 3 clusters Score -647214.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -647279.000000 Penalty: 2803.348877
	Iteration 14Q: 3 clusters Score -647279 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -647333.062500 Penalty: 2803.348877
	Iteration 15Q: 3 clusters Score -647333.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -647383.875000 Penalty: 2803.348877
	Iteration 16Q: 3 clusters Score -647383.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -647423.562500 Penalty: 2803.348877
	Iteration 17Q: 3 clusters Score -647423.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -647444.500000 Penalty: 2803.348877
	Iteration 18Q: 3 clusters Score -647444.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -647464.500000 Penalty: 2803.348877
	Iteration 19Q: 3 clusters Score -647464.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -647476.687500 Penalty: 2803.348877
	Iteration 20F: 3 clusters Score -647476.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -647489.250000 Penalty: 2803.348877
	Iteration 21Q: 3 clusters Score -647489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -647495.500000 Penalty: 2803.348877
	Iteration 22Q: 3 clusters Score -647495.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -647504.000000 Penalty: 2803.348877
	Iteration 23Q: 3 clusters Score -647504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -647513.125000 Penalty: 2803.348877
	Iteration 24Q: 3 clusters Score -647513.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -647517.187500 Penalty: 2803.348877
	Iteration 25Q: 3 clusters Score -647517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -647518.812500 Penalty: 2803.348877
	Iteration 26Q: 3 clusters Score -647518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -647524.625000 Penalty: 2803.348877
	Iteration 27Q: 3 clusters Score -647524.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -647528.937500 Penalty: 2803.348877
	Iteration 28Q: 3 clusters Score -647528.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -647534.375000 Penalty: 2803.348877
	Iteration 29Q: 3 clusters Score -647534.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -647541.062500 Penalty: 2803.348877
	Iteration 30Q: 3 clusters Score -647541.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -647544.250000 Penalty: 2803.348877
	Iteration 31Q: 3 clusters Score -647544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -647545.437500 Penalty: 2803.348877
	Iteration 32Q: 3 clusters Score -647545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -647548.062500 Penalty: 2803.348877
	Iteration 33Q: 3 clusters Score -647548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -647549.812500 Penalty: 2803.348877
	Iteration 34Q: 3 clusters Score -647549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -647548.937500 Penalty: 2803.348877
	Iteration 35Q: 3 clusters Score -647548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -647548.937500 Penalty: 2803.348877
	Iteration 36F: 3 clusters Score -647548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -514678.093750 Penalty: 1374.161865
	Iteration 0F: 2 clusters Score -514678.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -510829.937500 Penalty: 2748.323730
	Iteration 0F: 3 clusters Score -510829.9 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -511929.031250 Penalty: 2748.323730
	Iteration 1F: 3 clusters Score -511929 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -512107.250000 Penalty: 2748.323730
	Iteration 2F: 3 clusters Score -512107.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -512241.718750 Penalty: 2748.323730
	Iteration 3F: 3 clusters Score -512241.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -512343.718750 Penalty: 2748.323730
	Iteration 4Q: 3 clusters Score -512343.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -512424.406250 Penalty: 2748.323730
	Iteration 5Q: 3 clusters Score -512424.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -512493.000000 Penalty: 2748.323730
	Iteration 6Q: 3 clusters Score -512493 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -512571.062500 Penalty: 2748.323730
	Iteration 7Q: 3 clusters Score -512571.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -512630.062500 Penalty: 2748.323730
	Iteration 8Q: 3 clusters Score -512630.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -512678.312500 Penalty: 2748.323730
	Iteration 9Q: 3 clusters Score -512678.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -512730.156250 Penalty: 2748.323730
	Iteration 10Q: 3 clusters Score -512730.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -512797.750000 Penalty: 2748.323730
	Iteration 11Q: 3 clusters Score -512797.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -512869.156250 Penalty: 2748.323730
	Iteration 12Q: 3 clusters Score -512869.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -512939.968750 Penalty: 2748.323730
	Iteration 13Q: 3 clusters Score -512940 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -513016.062500 Penalty: 2748.323730
	Iteration 14Q: 3 clusters Score -513016.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -513086.468750 Penalty: 2748.323730
	Iteration 15Q: 3 clusters Score -513086.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -513156.125000 Penalty: 2748.323730
	Iteration 16Q: 3 clusters Score -513156.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -513231.468750 Penalty: 2748.323730
	Iteration 17Q: 3 clusters Score -513231.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -513302.843750 Penalty: 2748.323730
	Iteration 18Q: 3 clusters Score -513302.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -513397.906250 Penalty: 2748.323730
	Iteration 19Q: 3 clusters Score -513397.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -513493.187500 Penalty: 2748.323730
	Iteration 20F: 3 clusters Score -513493.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -513574.906250 Penalty: 2748.323730
	Iteration 21Q: 3 clusters Score -513574.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -513635.562500 Penalty: 2748.323730
	Iteration 22Q: 3 clusters Score -513635.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -513674.156250 Penalty: 2748.323730
	Iteration 23Q: 3 clusters Score -513674.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -513706.218750 Penalty: 2748.323730
	Iteration 24Q: 3 clusters Score -513706.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -513739.593750 Penalty: 2748.323730
	Iteration 25Q: 3 clusters Score -513739.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -513761.093750 Penalty: 2748.323730
	Iteration 26Q: 3 clusters Score -513761.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -513773.593750 Penalty: 2748.323730
	Iteration 27Q: 3 clusters Score -513773.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -513781.656250 Penalty: 2748.323730
	Iteration 28Q: 3 clusters Score -513781.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -513790.062500 Penalty: 2748.323730
	Iteration 29Q: 3 clusters Score -513790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -513797.437500 Penalty: 2748.323730
	Iteration 30Q: 3 clusters Score -513797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -513802.625000 Penalty: 2748.323730
	Iteration 31Q: 3 clusters Score -513802.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -513805.625000 Penalty: 2748.323730
	Iteration 32Q: 3 clusters Score -513805.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -513809.281250 Penalty: 2748.323730
	Iteration 33Q: 3 clusters Score -513809.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -513817.312500 Penalty: 2748.323730
	Iteration 34Q: 3 clusters Score -513817.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -513824.687500 Penalty: 2748.323730
	Iteration 35Q: 3 clusters Score -513824.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -513829.187500 Penalty: 2748.323730
	Iteration 36Q: 3 clusters Score -513829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -513834.218750 Penalty: 2748.323730
	Iteration 37Q: 3 clusters Score -513834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -513837.406250 Penalty: 2748.323730
	Iteration 38Q: 3 clusters Score -513837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -513841.875000 Penalty: 2748.323730
	Iteration 39Q: 3 clusters Score -513841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -513846.687500 Penalty: 2748.323730
	Iteration 40F: 3 clusters Score -513846.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -513851.843750 Penalty: 2748.323730
	Iteration 41Q: 3 clusters Score -513851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -513855.562500 Penalty: 2748.323730
	Iteration 42Q: 3 clusters Score -513855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -513867.062500 Penalty: 2748.323730
	Iteration 43Q: 3 clusters Score -513867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -513874.343750 Penalty: 2748.323730
	Iteration 44Q: 3 clusters Score -513874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -513876.156250 Penalty: 2748.323730
	Iteration 45Q: 3 clusters Score -513876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -513880.375000 Penalty: 2748.323730
	Iteration 46Q: 3 clusters Score -513880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -513882.468750 Penalty: 2748.323730
	Iteration 47Q: 3 clusters Score -513882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -513886.062500 Penalty: 2748.323730
	Iteration 48Q: 3 clusters Score -513886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -513889.687500 Penalty: 2748.323730
	Iteration 49Q: 3 clusters Score -513889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -513893.843750 Penalty: 2748.323730
	Iteration 50Q: 3 clusters Score -513893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -513894.500000 Penalty: 2748.323730
	Iteration 51Q: 3 clusters Score -513894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -513894.500000 Penalty: 2748.323730
	Iteration 52F: 3 clusters Score -513894.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Entering Unmasked Estep 
Score: -1836069.125000 Penalty: 1570.383179
	Iteration 0F: 2 clusters Score -1836069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1825233.500000 Penalty: 3140.766357
	Iteration 0F: 3 clusters Score -1825234 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1828963.125000 Penalty: 3140.766357
	Iteration 1F: 3 clusters Score -1828963 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1829264.375000 Penalty: 3140.766357
	Iteration 2F: 3 clusters Score -1829264 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1829543.250000 Penalty: 3140.766357
	Iteration 3Q: 3 clusters Score -1829543 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1829823.625000 Penalty: 3140.766357
	Iteration 4Q: 3 clusters Score -1829824 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1830163.750000 Penalty: 3140.766357
	Iteration 5Q: 3 clusters Score -1830164 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1830567.500000 Penalty: 3140.766357
	Iteration 6Q: 3 clusters Score -1830568 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1830965.125000 Penalty: 3140.766357
	Iteration 7Q: 3 clusters Score -1830965 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1831366.500000 Penalty: 3140.766357
	Iteration 8Q: 3 clusters Score -1831366 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1831746.875000 Penalty: 3140.766357
	Iteration 9Q: 3 clusters Score -1831747 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1832106.375000 Penalty: 3140.766357
	Iteration 10Q: 3 clusters Score -1832106 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1832416.000000 Penalty: 3140.766357
	Iteration 11Q: 3 clusters Score -1832416 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1832702.250000 Penalty: 3140.766357
	Iteration 12Q: 3 clusters Score -1832702 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1832944.500000 Penalty: 3140.766357
	Iteration 13Q: 3 clusters Score -1832944 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1833114.125000 Penalty: 3140.766357
	Iteration 14Q: 3 clusters Score -1833114 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1833204.500000 Penalty: 3140.766357
	Iteration 15Q: 3 clusters Score -1833204 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1833260.250000 Penalty: 3140.766357
	Iteration 16Q: 3 clusters Score -1833260 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1833310.250000 Penalty: 3140.766357
	Iteration 17Q: 3 clusters Score -1833310 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1833356.125000 Penalty: 3140.766357
	Iteration 18Q: 3 clusters Score -1833356 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1833396.750000 Penalty: 3140.766357
	Iteration 19Q: 3 clusters Score -1833397 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1833427.750000 Penalty: 3140.766357
	Iteration 20F: 3 clusters Score -1833428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1833451.625000 Penalty: 3140.766357
	Iteration 21Q: 3 clusters Score -1833452 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1833469.250000 Penalty: 3140.766357
	Iteration 22Q: 3 clusters Score -1833469 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1833491.500000 Penalty: 3140.766357
	Iteration 23Q: 3 clusters Score -1833492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1833511.875000 Penalty: 3140.766357
	Iteration 24Q: 3 clusters Score -1833512 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1833535.250000 Penalty: 3140.766357
	Iteration 25Q: 3 clusters Score -1833535 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1833556.125000 Penalty: 3140.766357
	Iteration 26Q: 3 clusters Score -1833556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1833573.250000 Penalty: 3140.766357
	Iteration 27Q: 3 clusters Score -1833573 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1833584.500000 Penalty: 3140.766357
	Iteration 28Q: 3 clusters Score -1833584 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1833594.125000 Penalty: 3140.766357
	Iteration 29Q: 3 clusters Score -1833594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1833604.000000 Penalty: 3140.766357
	Iteration 30Q: 3 clusters Score -1833604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1833626.125000 Penalty: 3140.766357
	Iteration 31Q: 3 clusters Score -1833626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1833644.750000 Penalty: 3140.766357
	Iteration 32Q: 3 clusters Score -1833645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1833656.125000 Penalty: 3140.766357
	Iteration 33Q: 3 clusters Score -1833656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1833677.125000 Penalty: 3140.766357
	Iteration 34Q: 3 clusters Score -1833677 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1833687.750000 Penalty: 3140.766357
	Iteration 35Q: 3 clusters Score -1833688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1833700.500000 Penalty: 3140.766357
	Iteration 36Q: 3 clusters Score -1833700 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1833708.500000 Penalty: 3140.766357
	Iteration 37Q: 3 clusters Score -1833708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1833717.500000 Penalty: 3140.766357
	Iteration 38Q: 3 clusters Score -1833718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1833729.125000 Penalty: 3140.766357
	Iteration 39Q: 3 clusters Score -1833729 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1833746.875000 Penalty: 3140.766357
	Iteration 40F: 3 clusters Score -1833747 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1833769.500000 Penalty: 3140.766357
	Iteration 41Q: 3 clusters Score -1833770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1833776.375000 Penalty: 3140.766357
	Iteration 42Q: 3 clusters Score -1833776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1833797.500000 Penalty: 3140.766357
	Iteration 43Q: 3 clusters Score -1833798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1833821.125000 Penalty: 3140.766357
	Iteration 44Q: 3 clusters Score -1833821 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1833847 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1833869 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1833886 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1833903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1833924 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1833954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1833976 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1834009.000000 Penalty: 3140.766357
	Iteration 52Q: 3 clusters Score -1834009 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1834023.750000 Penalty: 3140.766357
	Iteration 53Q: 3 clusters Score -1834024 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1834044 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1834063 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1834084 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1834108.250000 Penalty: 3140.766357
	Iteration 57Q: 3 clusters Score -1834108 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1834124.750000 Penalty: 3140.766357
	Iteration 58Q: 3 clusters Score -1834125 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1834136.750000 Penalty: 3140.766357
	Iteration 59Q: 3 clusters Score -1834137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1834151.500000 Penalty: 3140.766357
	Iteration 60F: 3 clusters Score -1834152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1834158.500000 Penalty: 3140.766357
	Iteration 61Q: 3 clusters Score -1834158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1834173.625000 Penalty: 3140.766357
	Iteration 62Q: 3 clusters Score -1834174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1834183.125000 Penalty: 3140.766357
	Iteration 63Q: 3 clusters Score -1834183 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1834193.750000 Penalty: 3140.766357
	Iteration 64Q: 3 clusters Score -1834194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1834208.375000 Penalty: 3140.766357
	Iteration 65Q: 3 clusters Score -1834208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1834214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1834215.625000 Penalty: 3140.766357
	Iteration 67Q: 3 clusters Score -1834216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1834227 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1834234.250000 Penalty: 3140.766357
	Iteration 69Q: 3 clusters Score -1834234 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1834239.000000 Penalty: 3140.766357
	Iteration 70Q: 3 clusters Score -1834239 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1834242.000000 Penalty: 3140.766357
	Iteration 71Q: 3 clusters Score -1834242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1834257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1834269.000000 Penalty: 3140.766357
	Iteration 73Q: 3 clusters Score -1834269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1834275.375000 Penalty: 3140.766357
	Iteration 74Q: 3 clusters Score -1834275 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1834282.750000 Penalty: 3140.766357
	Iteration 75Q: 3 clusters Score -1834283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1834300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1834304.375000 Penalty: 3140.766357
	Iteration 77Q: 3 clusters Score -1834304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1834314.125000 Penalty: 3140.766357
	Iteration 78Q: 3 clusters Score -1834314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1834318.500000 Penalty: 3140.766357
	Iteration 79Q: 3 clusters Score -1834318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1834322.125000 Penalty: 3140.766357
	Iteration 80F: 3 clusters Score -1834322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1834336.375000 Penalty: 3140.766357
	Iteration 81Q: 3 clusters Score -1834336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1834334.250000 Penalty: 3140.766357
	Iteration 82Q: 3 clusters Score -1834334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1834344.875000 Penalty: 3140.766357
	Iteration 83Q: 3 clusters Score -1834345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1834353.125000 Penalty: 3140.766357
	Iteration 84Q: 3 clusters Score -1834353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1834355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1834358.250000 Penalty: 3140.766357
	Iteration 86Q: 3 clusters Score -1834358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1834364.750000 Penalty: 3140.766357
	Iteration 87Q: 3 clusters Score -1834365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1834365.125000 Penalty: 3140.766357
	Iteration 88Q: 3 clusters Score -1834365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1834362.250000 Penalty: 3140.766357
	Iteration 89Q: 3 clusters Score -1834362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1834367.750000 Penalty: 3140.766357
	Iteration 90Q: 3 clusters Score -1834368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1834369.750000 Penalty: 3140.766357
	Iteration 91Q: 3 clusters Score -1834370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1834373.375000 Penalty: 3140.766357
	Iteration 92Q: 3 clusters Score -1834373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1834377.875000 Penalty: 3140.766357
	Iteration 93Q: 3 clusters Score -1834378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1834382.250000 Penalty: 3140.766357
	Iteration 94Q: 3 clusters Score -1834382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1834388.250000 Penalty: 3140.766357
	Iteration 95Q: 3 clusters Score -1834388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1834389.625000 Penalty: 3140.766357
	Iteration 96Q: 3 clusters Score -1834390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1834384.625000 Penalty: 3140.766357
	Iteration 97Q: 3 clusters Score -1834385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1834390.875000 Penalty: 3140.766357
	Iteration 98Q: 3 clusters Score -1834391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1834387.875000 Penalty: 3140.766357
	Iteration 99Q: 3 clusters Score -1834388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1834389.000000 Penalty: 3140.766357
	Iteration 100F: 3 clusters Score -1834389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1834387.625000 Penalty: 3140.766357
	Iteration 101Q: 3 clusters Score -1834388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1834391.500000 Penalty: 3140.766357
	Iteration 102Q: 3 clusters Score -1834392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1834391.750000 Penalty: 3140.766357
	Iteration 103Q: 3 clusters Score -1834392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1834391.875000 Penalty: 3140.766357
	Iteration 104Q: 3 clusters Score -1834392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1834394.250000 Penalty: 3140.766357
	Iteration 105Q: 3 clusters Score -1834394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1834391.000000 Penalty: 3140.766357
	Iteration 106Q: 3 clusters Score -1834391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1834395.625000 Penalty: 3140.766357
	Iteration 107Q: 3 clusters Score -1834396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1834396.875000 Penalty: 3140.766357
	Iteration 108Q: 3 clusters Score -1834397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1834401.000000 Penalty: 3140.766357
	Iteration 109Q: 3 clusters Score -1834401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1834404.000000 Penalty: 3140.766357
	Iteration 110Q: 3 clusters Score -1834404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1834405.375000 Penalty: 3140.766357
	Iteration 111Q: 3 clusters Score -1834405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1834414.625000 Penalty: 3140.766357
	Iteration 112Q: 3 clusters Score -1834415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1834414.250000 Penalty: 3140.766357
	Iteration 113Q: 3 clusters Score -1834414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1834417.250000 Penalty: 3140.766357
	Iteration 114Q: 3 clusters Score -1834417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1834416.250000 Penalty: 3140.766357
	Iteration 115Q: 3 clusters Score -1834416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1834419.625000 Penalty: 3140.766357
	Iteration 116Q: 3 clusters Score -1834420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1834425.750000 Penalty: 3140.766357
	Iteration 117Q: 3 clusters Score -1834426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1834434.000000 Penalty: 3140.766357
	Iteration 118Q: 3 clusters Score -1834434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1834433.750000 Penalty: 3140.766357
	Iteration 119Q: 3 clusters Score -1834434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1834432.500000 Penalty: 3140.766357
	Iteration 120F: 3 clusters Score -1834432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1834435.000000 Penalty: 3140.766357
	Iteration 121Q: 3 clusters Score -1834435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1834435.750000 Penalty: 3140.766357
	Iteration 122Q: 3 clusters Score -1834436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1834439.375000 Penalty: 3140.766357
	Iteration 123Q: 3 clusters Score -1834439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1834439.250000 Penalty: 3140.766357
	Iteration 124Q: 3 clusters Score -1834439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1834440.750000 Penalty: 3140.766357
	Iteration 125Q: 3 clusters Score -1834441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1834439.750000 Penalty: 3140.766357
	Iteration 126Q: 3 clusters Score -1834440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1834442.500000 Penalty: 3140.766357
	Iteration 127Q: 3 clusters Score -1834442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1834440.750000 Penalty: 3140.766357
	Iteration 128Q: 3 clusters Score -1834441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1834443.875000 Penalty: 3140.766357
	Iteration 129Q: 3 clusters Score -1834444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1834441.875000 Penalty: 3140.766357
	Iteration 130Q: 3 clusters Score -1834442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1834443.000000 Penalty: 3140.766357
	Iteration 131Q: 3 clusters Score -1834443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1834446.750000 Penalty: 3140.766357
	Iteration 132Q: 3 clusters Score -1834447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1834446.125000 Penalty: 3140.766357
	Iteration 133Q: 3 clusters Score -1834446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1834449.250000 Penalty: 3140.766357
	Iteration 134Q: 3 clusters Score -1834449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1834451.875000 Penalty: 3140.766357
	Iteration 135Q: 3 clusters Score -1834452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1834453.375000 Penalty: 3140.766357
	Iteration 136Q: 3 clusters Score -1834453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1834452.000000 Penalty: 3140.766357
	Iteration 137Q: 3 clusters Score -1834452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1834450.750000 Penalty: 3140.766357
	Iteration 138Q: 3 clusters Score -1834451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1834455.625000 Penalty: 3140.766357
	Iteration 139Q: 3 clusters Score -1834456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1834455.750000 Penalty: 3140.766357
	Iteration 140F: 3 clusters Score -1834456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1834463.000000 Penalty: 3140.766357
	Iteration 141Q: 3 clusters Score -1834463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1834463.375000 Penalty: 3140.766357
	Iteration 142Q: 3 clusters Score -1834463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1834466.250000 Penalty: 3140.766357
	Iteration 143Q: 3 clusters Score -1834466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1834467.875000 Penalty: 3140.766357
	Iteration 144Q: 3 clusters Score -1834468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1834473.000000 Penalty: 3140.766357
	Iteration 145Q: 3 clusters Score -1834473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1834478.750000 Penalty: 3140.766357
	Iteration 146Q: 3 clusters Score -1834479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1834480.875000 Penalty: 3140.766357
	Iteration 147Q: 3 clusters Score -1834481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1834487.750000 Penalty: 3140.766357
	Iteration 148Q: 3 clusters Score -1834488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1834490.000000 Penalty: 3140.766357
	Iteration 149Q: 3 clusters Score -1834490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1834490.375000 Penalty: 3140.766357
	Iteration 150Q: 3 clusters Score -1834490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1834495.625000 Penalty: 3140.766357
	Iteration 151Q: 3 clusters Score -1834496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1834499.375000 Penalty: 3140.766357
	Iteration 152Q: 3 clusters Score -1834499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1834504.375000 Penalty: 3140.766357
	Iteration 153Q: 3 clusters Score -1834504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1834504.875000 Penalty: 3140.766357
	Iteration 154Q: 3 clusters Score -1834505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1834506.625000 Penalty: 3140.766357
	Iteration 155Q: 3 clusters Score -1834507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1834507.875000 Penalty: 3140.766357
	Iteration 156Q: 3 clusters Score -1834508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1834507.625000 Penalty: 3140.766357
	Iteration 157Q: 3 clusters Score -1834508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1834509.250000 Penalty: 3140.766357
	Iteration 158Q: 3 clusters Score -1834509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1834507.125000 Penalty: 3140.766357
	Iteration 159Q: 3 clusters Score -1834507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1834512.875000 Penalty: 3140.766357
	Iteration 160F: 3 clusters Score -1834513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1834512.375000 Penalty: 3140.766357
	Iteration 161Q: 3 clusters Score -1834512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1834513.375000 Penalty: 3140.766357
	Iteration 162Q: 3 clusters Score -1834513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1834513.250000 Penalty: 3140.766357
	Iteration 163Q: 3 clusters Score -1834513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1834513.125000 Penalty: 3140.766357
	Iteration 164Q: 3 clusters Score -1834513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1834514.375000 Penalty: 3140.766357
	Iteration 165Q: 3 clusters Score -1834514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1834513.250000 Penalty: 3140.766357
	Iteration 166Q: 3 clusters Score -1834513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1834513.250000 Penalty: 3140.766357
	Iteration 167F: 3 clusters Score -1834513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -427704.062500 Penalty: 1335.990356
	Iteration 0F: 2 clusters Score -427704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -424540.500000 Penalty: 2671.980713
	Iteration 0F: 3 clusters Score -424540.5 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -425339.625000 Penalty: 2671.980713
	Iteration 1F: 3 clusters Score -425339.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -425492.000000 Penalty: 2671.980713
	Iteration 2F: 3 clusters Score -425492 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -425583.687500 Penalty: 2671.980713
	Iteration 3Q: 3 clusters Score -425583.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -425641.500000 Penalty: 2671.980713
	Iteration 4Q: 3 clusters Score -425641.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -425681.812500 Penalty: 2671.980713
	Iteration 5Q: 3 clusters Score -425681.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -425720.625000 Penalty: 2671.980713
	Iteration 6Q: 3 clusters Score -425720.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -425751.187500 Penalty: 2671.980713
	Iteration 7Q: 3 clusters Score -425751.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -425775.906250 Penalty: 2671.980713
	Iteration 8Q: 3 clusters Score -425775.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -425800.437500 Penalty: 2671.980713
	Iteration 9Q: 3 clusters Score -425800.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -425825.031250 Penalty: 2671.980713
	Iteration 10Q: 3 clusters Score -425825 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -425855.093750 Penalty: 2671.980713
	Iteration 11Q: 3 clusters Score -425855.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -425877.812500 Penalty: 2671.980713
	Iteration 12Q: 3 clusters Score -425877.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -425902.656250 Penalty: 2671.980713
	Iteration 13Q: 3 clusters Score -425902.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -425924.343750 Penalty: 2671.980713
	Iteration 14Q: 3 clusters Score -425924.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -425956.812500 Penalty: 2671.980713
	Iteration 15Q: 3 clusters Score -425956.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -425993.531250 Penalty: 2671.980713
	Iteration 16Q: 3 clusters Score -425993.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -426047.687500 Penalty: 2671.980713
	Iteration 17Q: 3 clusters Score -426047.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -426113.843750 Penalty: 2671.980713
	Iteration 18Q: 3 clusters Score -426113.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -426189.937500 Penalty: 2671.980713
	Iteration 19Q: 3 clusters Score -426189.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -426266.312500 Penalty: 2671.980713
	Iteration 20F: 3 clusters Score -426266.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -426368.593750 Penalty: 2671.980713
	Iteration 21Q: 3 clusters Score -426368.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -426478.281250 Penalty: 2671.980713
	Iteration 22Q: 3 clusters Score -426478.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -426571.593750 Penalty: 2671.980713
	Iteration 23Q: 3 clusters Score -426571.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -426650.781250 Penalty: 2671.980713
	Iteration 24Q: 3 clusters Score -426650.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -426723.156250 Penalty: 2671.980713
	Iteration 25Q: 3 clusters Score -426723.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -426767.000000 Penalty: 2671.980713
	Iteration 26Q: 3 clusters Score -426767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -426793.000000 Penalty: 2671.980713
	Iteration 27Q: 3 clusters Score -426793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -426814.593750 Penalty: 2671.980713
	Iteration 28Q: 3 clusters Score -426814.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -426820.937500 Penalty: 2671.980713
	Iteration 29Q: 3 clusters Score -426820.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -426825.156250 Penalty: 2671.980713
	Iteration 30Q: 3 clusters Score -426825.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -426829.031250 Penalty: 2671.980713
	Iteration 31Q: 3 clusters Score -426829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -426829.687500 Penalty: 2671.980713
	Iteration 32Q: 3 clusters Score -426829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -426831.031250 Penalty: 2671.980713
	Iteration 33Q: 3 clusters Score -426831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -426831.031250 Penalty: 2671.980713
	Iteration 34F: 3 clusters Score -426831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Entering Unmasked Estep 
Score: -3237314.250000 Penalty: 1662.577026
	Iteration 0F: 2 clusters Score -3237314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3218499.750000 Penalty: 3325.154053
	Iteration 0F: 3 clusters Score -3218500 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3225630.750000 Penalty: 3325.154053
	Iteration 1F: 3 clusters Score -3225631 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3226055.000000 Penalty: 3325.154053
	Iteration 2Q: 3 clusters Score -3226055 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3226532.000000 Penalty: 3325.154053
	Iteration 3Q: 3 clusters Score -3226532 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3227129.250000 Penalty: 3325.154053
	Iteration 4Q: 3 clusters Score -3227129 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3227880.500000 Penalty: 3325.154053
	Iteration 5F: 3 clusters Score -3227880 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -3228888.000000 Penalty: 3325.154053
	Iteration 6F: 3 clusters Score -3228888 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3230152.000000 Penalty: 3325.154053
	Iteration 7F: 3 clusters Score -3230152 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -3231534.000000 Penalty: 3325.154053
	Iteration 8F: 3 clusters Score -3231534 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3232761.250000 Penalty: 3325.154053
	Iteration 9F: 3 clusters Score -3232761 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3233518.750000 Penalty: 3325.154053
	Iteration 10Q: 3 clusters Score -3233519 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3233811.000000 Penalty: 3325.154053
	Iteration 11Q: 3 clusters Score -3233811 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3233990.500000 Penalty: 3325.154053
	Iteration 12Q: 3 clusters Score -3233990 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3234132.000000 Penalty: 3325.154053
	Iteration 13Q: 3 clusters Score -3234132 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -3234262.000000 Penalty: 3325.154053
	Iteration 14Q: 3 clusters Score -3234262 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3234354.500000 Penalty: 3325.154053
	Iteration 15Q: 3 clusters Score -3234354 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3234460.750000 Penalty: 3325.154053
	Iteration 16Q: 3 clusters Score -3234461 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3234591.750000 Penalty: 3325.154053
	Iteration 17Q: 3 clusters Score -3234592 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3234677.000000 Penalty: 3325.154053
	Iteration 18Q: 3 clusters Score -3234677 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -3234765.750000 Penalty: 3325.154053
	Iteration 19Q: 3 clusters Score -3234766 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3234865.000000 Penalty: 3325.154053
	Iteration 20F: 3 clusters Score -3234865 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3234934.500000 Penalty: 3325.154053
	Iteration 21Q: 3 clusters Score -3234934 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -3235018.750000 Penalty: 3325.154053
	Iteration 22Q: 3 clusters Score -3235019 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3235091.500000 Penalty: 3325.154053
	Iteration 23Q: 3 clusters Score -3235092 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3235165.500000 Penalty: 3325.154053
	Iteration 24Q: 3 clusters Score -3235166 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3235196.500000 Penalty: 3325.154053
	Iteration 25Q: 3 clusters Score -3235196 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3235256.500000 Penalty: 3325.154053
	Iteration 26Q: 3 clusters Score -3235256 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3235315.250000 Penalty: 3325.154053
	Iteration 27Q: 3 clusters Score -3235315 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3235367.750000 Penalty: 3325.154053
	Iteration 28Q: 3 clusters Score -3235368 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3235430.000000 Penalty: 3325.154053
	Iteration 29Q: 3 clusters Score -3235430 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3235481.250000 Penalty: 3325.154053
	Iteration 30Q: 3 clusters Score -3235481 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3235524.500000 Penalty: 3325.154053
	Iteration 31Q: 3 clusters Score -3235524 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3235558.750000 Penalty: 3325.154053
	Iteration 32Q: 3 clusters Score -3235559 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3235607.500000 Penalty: 3325.154053
	Iteration 33Q: 3 clusters Score -3235608 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3235655.250000 Penalty: 3325.154053
	Iteration 34Q: 3 clusters Score -3235655 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3235702.500000 Penalty: 3325.154053
	Iteration 35Q: 3 clusters Score -3235702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3235724.750000 Penalty: 3325.154053
	Iteration 36Q: 3 clusters Score -3235725 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3235755.250000 Penalty: 3325.154053
	Iteration 37Q: 3 clusters Score -3235755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3235776.250000 Penalty: 3325.154053
	Iteration 38Q: 3 clusters Score -3235776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3235792.750000 Penalty: 3325.154053
	Iteration 39Q: 3 clusters Score -3235793 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3235805.000000 Penalty: 3325.154053
	Iteration 40F: 3 clusters Score -3235805 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3235819.250000 Penalty: 3325.154053
	Iteration 41Q: 3 clusters Score -3235819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3235841.250000 Penalty: 3325.154053
	Iteration 42Q: 3 clusters Score -3235841 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3235862.250000 Penalty: 3325.154053
	Iteration 43Q: 3 clusters Score -3235862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3235876.000000 Penalty: 3325.154053
	Iteration 44Q: 3 clusters Score -3235876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3235902.500000 Penalty: 3325.154053
	Iteration 45Q: 3 clusters Score -3235902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3235916.500000 Penalty: 3325.154053
	Iteration 46Q: 3 clusters Score -3235916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3235938.500000 Penalty: 3325.154053
	Iteration 47Q: 3 clusters Score -3235938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -3235968.500000 Penalty: 3325.154053
	Iteration 48Q: 3 clusters Score -3235968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3235985.500000 Penalty: 3325.154053
	Iteration 49Q: 3 clusters Score -3235986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3236011.250000 Penalty: 3325.154053
	Iteration 50Q: 3 clusters Score -3236011 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3236029.000000 Penalty: 3325.154053
	Iteration 51Q: 3 clusters Score -3236029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3236038.750000 Penalty: 3325.154053
	Iteration 52Q: 3 clusters Score -3236039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3236058.500000 Penalty: 3325.154053
	Iteration 53Q: 3 clusters Score -3236058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3236071.750000 Penalty: 3325.154053
	Iteration 54Q: 3 clusters Score -3236072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -3236098.750000 Penalty: 3325.154053
	Iteration 55Q: 3 clusters Score -3236099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3236108.750000 Penalty: 3325.154053
	Iteration 56Q: 3 clusters Score -3236109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3236121.000000 Penalty: 3325.154053
	Iteration 57Q: 3 clusters Score -3236121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3236125.250000 Penalty: 3325.154053
	Iteration 58Q: 3 clusters Score -3236125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3236134.750000 Penalty: 3325.154053
	Iteration 59Q: 3 clusters Score -3236135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3236142.750000 Penalty: 3325.154053
	Iteration 60F: 3 clusters Score -3236143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3236145.000000 Penalty: 3325.154053
	Iteration 61Q: 3 clusters Score -3236145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3236153.500000 Penalty: 3325.154053
	Iteration 62Q: 3 clusters Score -3236154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3236153.750000 Penalty: 3325.154053
	Iteration 63Q: 3 clusters Score -3236154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3236154.000000 Penalty: 3325.154053
	Iteration 64Q: 3 clusters Score -3236154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3236152.750000 Penalty: 3325.154053
	Iteration 65Q: 3 clusters Score -3236153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3236153.000000 Penalty: 3325.154053
	Iteration 66Q: 3 clusters Score -3236153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3236159.750000 Penalty: 3325.154053
	Iteration 67Q: 3 clusters Score -3236160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3236162.000000 Penalty: 3325.154053
	Iteration 68Q: 3 clusters Score -3236162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3236166.000000 Penalty: 3325.154053
	Iteration 69Q: 3 clusters Score -3236166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3236164.000000 Penalty: 3325.154053
	Iteration 70Q: 3 clusters Score -3236164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -3236163.750000 Penalty: 3325.154053
	Iteration 71Q: 3 clusters Score -3236164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3236165.000000 Penalty: 3325.154053
	Iteration 72Q: 3 clusters Score -3236165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3236170.500000 Penalty: 3325.154053
	Iteration 73Q: 3 clusters Score -3236170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -3236169.000000 Penalty: 3325.154053
	Iteration 74Q: 3 clusters Score -3236169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -3236171.750000 Penalty: 3325.154053
	Iteration 75Q: 3 clusters Score -3236172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -3236175.000000 Penalty: 3325.154053
	Iteration 76Q: 3 clusters Score -3236175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3236170.000000 Penalty: 3325.154053
	Iteration 77Q: 3 clusters Score -3236170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -3236171.000000 Penalty: 3325.154053
	Iteration 78Q: 3 clusters Score -3236171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3236174.500000 Penalty: 3325.154053
	Iteration 79Q: 3 clusters Score -3236174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3236176.500000 Penalty: 3325.154053
	Iteration 80F: 3 clusters Score -3236176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3236178.000000 Penalty: 3325.154053
	Iteration 81Q: 3 clusters Score -3236178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -3236178.500000 Penalty: 3325.154053
	Iteration 82Q: 3 clusters Score -3236178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3236182.000000 Penalty: 3325.154053
	Iteration 83Q: 3 clusters Score -3236182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3236183.250000 Penalty: 3325.154053
	Iteration 84Q: 3 clusters Score -3236183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3236189.000000 Penalty: 3325.154053
	Iteration 85Q: 3 clusters Score -3236189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3236191.250000 Penalty: 3325.154053
	Iteration 86Q: 3 clusters Score -3236191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3236189.500000 Penalty: 3325.154053
	Iteration 87Q: 3 clusters Score -3236190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3236193.500000 Penalty: 3325.154053
	Iteration 88Q: 3 clusters Score -3236194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3236200.000000 Penalty: 3325.154053
	Iteration 89Q: 3 clusters Score -3236200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3236200.750000 Penalty: 3325.154053
	Iteration 90Q: 3 clusters Score -3236201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -3236205.250000 Penalty: 3325.154053
	Iteration 91Q: 3 clusters Score -3236205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3236204.000000 Penalty: 3325.154053
	Iteration 92Q: 3 clusters Score -3236204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3236205.500000 Penalty: 3325.154053
	Iteration 93Q: 3 clusters Score -3236206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3236207.500000 Penalty: 3325.154053
	Iteration 94Q: 3 clusters Score -3236208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3236207.500000 Penalty: 3325.154053
	Iteration 95F: 3 clusters Score -3236208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Entering Unmasked Estep 
Score: -1500209.750000 Penalty: 1537.238892
	Iteration 0F: 2 clusters Score -1500210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1491235.125000 Penalty: 3074.477783
	Iteration 0F: 3 clusters Score -1491235 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1494283.500000 Penalty: 3074.477783
	Iteration 1F: 3 clusters Score -1494284 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1494587.125000 Penalty: 3074.477783
	Iteration 2F: 3 clusters Score -1494587 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1494836.250000 Penalty: 3074.477783
	Iteration 3Q: 3 clusters Score -1494836 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1495059.625000 Penalty: 3074.477783
	Iteration 4Q: 3 clusters Score -1495060 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1495277.375000 Penalty: 3074.477783
	Iteration 5Q: 3 clusters Score -1495277 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1495526.875000 Penalty: 3074.477783
	Iteration 6Q: 3 clusters Score -1495527 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1495857.750000 Penalty: 3074.477783
	Iteration 7Q: 3 clusters Score -1495858 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1496309.750000 Penalty: 3074.477783
	Iteration 8F: 3 clusters Score -1496310 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1496873.125000 Penalty: 3074.477783
	Iteration 9F: 3 clusters Score -1496873 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1497479.375000 Penalty: 3074.477783
	Iteration 10F: 3 clusters Score -1497479 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1497984.750000 Penalty: 3074.477783
	Iteration 11Q: 3 clusters Score -1497985 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1498364.000000 Penalty: 3074.477783
	Iteration 12Q: 3 clusters Score -1498364 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1498592.875000 Penalty: 3074.477783
	Iteration 13Q: 3 clusters Score -1498593 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1498735.625000 Penalty: 3074.477783
	Iteration 14Q: 3 clusters Score -1498736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1498792.875000 Penalty: 3074.477783
	Iteration 15Q: 3 clusters Score -1498793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1498836.250000 Penalty: 3074.477783
	Iteration 16Q: 3 clusters Score -1498836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1498860.000000 Penalty: 3074.477783
	Iteration 17Q: 3 clusters Score -1498860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1498879.000000 Penalty: 3074.477783
	Iteration 18Q: 3 clusters Score -1498879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1498888.375000 Penalty: 3074.477783
	Iteration 19Q: 3 clusters Score -1498888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1498891.875000 Penalty: 3074.477783
	Iteration 20F: 3 clusters Score -1498892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1498897.750000 Penalty: 3074.477783
	Iteration 21Q: 3 clusters Score -1498898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1498901.875000 Penalty: 3074.477783
	Iteration 22Q: 3 clusters Score -1498902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1498904.875000 Penalty: 3074.477783
	Iteration 23Q: 3 clusters Score -1498905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1498903.875000 Penalty: 3074.477783
	Iteration 24Q: 3 clusters Score -1498904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1498904.500000 Penalty: 3074.477783
	Iteration 25Q: 3 clusters Score -1498904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1498904.500000 Penalty: 3074.477783
	Iteration 26F: 3 clusters Score -1498904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108809 members 
Entering Unmasked Estep 
Score: -12702972.000000 Penalty: 1884.569214
	Iteration 0F: 2 clusters Score -1.270297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -12635732.000000 Penalty: 3769.138428
	Iteration 0F: 3 clusters Score -1.263573e+07 nChanged 52202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -12666041.000000 Penalty: 3769.138428
	Iteration 1F: 3 clusters Score -1.266604e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -12666644.000000 Penalty: 3769.138428
	Iteration 2Q: 3 clusters Score -1.266664e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -12667465.000000 Penalty: 3769.138428
	Iteration 3Q: 3 clusters Score -1.266746e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -12668639.000000 Penalty: 3769.138428
	Iteration 4Q: 3 clusters Score -1.266864e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -12670674.000000 Penalty: 3769.138428
	Iteration 5Q: 3 clusters Score -1.267067e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -12674457.000000 Penalty: 3769.138428
	Iteration 6F: 3 clusters Score -1.267446e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
Score: -12680132.000000 Penalty: 3769.138428
	Iteration 7F: 3 clusters Score -1.268013e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 87213 members 
Entering Unmasked Estep 
Score: -12687131.000000 Penalty: 3769.138428
	Iteration 8F: 3 clusters Score -1.268713e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -12693249.000000 Penalty: 3769.138428
	Iteration 9F: 3 clusters Score -1.269325e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -12697314.000000 Penalty: 3769.138428
	Iteration 10F: 3 clusters Score -1.269731e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 103858 members 
Entering Unmasked Estep 
Score: -12699649.000000 Penalty: 3769.138428
	Iteration 11Q: 3 clusters Score -1.269965e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 105771 members 
Entering Unmasked Estep 
Score: -12700540.000000 Penalty: 3769.138428
	Iteration 12Q: 3 clusters Score -1.270054e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 106899 members 
Entering Unmasked Estep 
Score: -12701039.000000 Penalty: 3769.138428
	Iteration 13Q: 3 clusters Score -1.270104e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -12701194.000000 Penalty: 3769.138428
	Iteration 14Q: 3 clusters Score -1.270119e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -12701253.000000 Penalty: 3769.138428
	Iteration 15Q: 3 clusters Score -1.270125e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 108121 members 
Entering Unmasked Estep 
Score: -12701275.000000 Penalty: 3769.138428
	Iteration 16Q: 3 clusters Score -1.270128e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -12701319.000000 Penalty: 3769.138428
	Iteration 17Q: 3 clusters Score -1.270132e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 108336 members 
Entering Unmasked Estep 
Score: -12701357.000000 Penalty: 3769.138428
	Iteration 18Q: 3 clusters Score -1.270136e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 108391 members 
Entering Unmasked Estep 
Score: -12701370.000000 Penalty: 3769.138428
	Iteration 19Q: 3 clusters Score -1.270137e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 108427 members 
Entering Unmasked Estep 
Score: -12701400.000000 Penalty: 3769.138428
	Iteration 20F: 3 clusters Score -1.27014e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -12701413.000000 Penalty: 3769.138428
	Iteration 21Q: 3 clusters Score -1.270141e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 108478 members 
Entering Unmasked Estep 
Score: -12701428.000000 Penalty: 3769.138428
	Iteration 22Q: 3 clusters Score -1.270143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 108480 members 
Entering Unmasked Estep 
Score: -12701434.000000 Penalty: 3769.138428
	Iteration 23Q: 3 clusters Score -1.270143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 108486 members 
Entering Unmasked Estep 
Score: -12701435.000000 Penalty: 3769.138428
	Iteration 24Q: 3 clusters Score -1.270144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 108494 members 
Entering Unmasked Estep 
Score: -12701438.000000 Penalty: 3769.138428
	Iteration 25Q: 3 clusters Score -1.270144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 108496 members 
Entering Unmasked Estep 
Score: -12701442.000000 Penalty: 3769.138428
	Iteration 26Q: 3 clusters Score -1.270144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 108501 members 
Entering Unmasked Estep 
Score: -12701434.000000 Penalty: 3769.138428
	Iteration 27Q: 3 clusters Score -1.270143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -12701443.000000 Penalty: 3769.138428
	Iteration 28Q: 3 clusters Score -1.270144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 108504 members 
Entering Unmasked Estep 
Score: -12701440.000000 Penalty: 3769.138428
	Iteration 29Q: 3 clusters Score -1.270144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 108507 members 
Entering Unmasked Estep 
Score: -12701440.000000 Penalty: 3769.138428
	Iteration 30Q: 3 clusters Score -1.270144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 108509 members 
Entering Unmasked Estep 
Score: -12701453.000000 Penalty: 3769.138428
	Iteration 31Q: 3 clusters Score -1.270145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 108510 members 
Entering Unmasked Estep 
Score: -12701451.000000 Penalty: 3769.138428
	Iteration 32Q: 3 clusters Score -1.270145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 108513 members 
Entering Unmasked Estep 
Score: -12701451.000000 Penalty: 3769.138428
	Iteration 33Q: 3 clusters Score -1.270145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 108517 members 
Entering Unmasked Estep 
Score: -12701454.000000 Penalty: 3769.138428
	Iteration 34Q: 3 clusters Score -1.270145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -12701452.000000 Penalty: 3769.138428
	Iteration 35Q: 3 clusters Score -1.270145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -12701459.000000 Penalty: 3769.138428
	Iteration 36Q: 3 clusters Score -1.270146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -12701461.000000 Penalty: 3769.138428
	Iteration 37Q: 3 clusters Score -1.270146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
Score: -12701465.000000 Penalty: 3769.138428
	Iteration 38Q: 3 clusters Score -1.270146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -12701461.000000 Penalty: 3769.138428
	Iteration 39Q: 3 clusters Score -1.270146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -12701460.000000 Penalty: 3769.138428
	Iteration 40F: 3 clusters Score -1.270146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -12701456.000000 Penalty: 3769.138428
	Iteration 41Q: 3 clusters Score -1.270146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
Score: -12701453.000000 Penalty: 3769.138428
	Iteration 42Q: 3 clusters Score -1.270145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -12701451.000000 Penalty: 3769.138428
	Iteration 43Q: 3 clusters Score -1.270145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -12701451.000000 Penalty: 3769.138428
	Iteration 44F: 3 clusters Score -1.270145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Entering Unmasked Estep 
Score: -2124303.500000 Penalty: 1594.890503
	Iteration 0F: 2 clusters Score -2124304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2111823.750000 Penalty: 3189.781006
	Iteration 0F: 3 clusters Score -2111824 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2116193.000000 Penalty: 3189.781006
	Iteration 1F: 3 clusters Score -2116193 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2116443.500000 Penalty: 3189.781006
	Iteration 2Q: 3 clusters Score -2116444 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2116688.250000 Penalty: 3189.781006
	Iteration 3Q: 3 clusters Score -2116688 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2116978.500000 Penalty: 3189.781006
	Iteration 4Q: 3 clusters Score -2116978 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2117377.500000 Penalty: 3189.781006
	Iteration 5Q: 3 clusters Score -2117378 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2117984.750000 Penalty: 3189.781006
	Iteration 6F: 3 clusters Score -2117985 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2118890.500000 Penalty: 3189.781006
	Iteration 7F: 3 clusters Score -2118890 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2120013.500000 Penalty: 3189.781006
	Iteration 8F: 3 clusters Score -2120014 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2121153.000000 Penalty: 3189.781006
	Iteration 9F: 3 clusters Score -2121153 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2122124.500000 Penalty: 3189.781006
	Iteration 10F: 3 clusters Score -2122124 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2122717.500000 Penalty: 3189.781006
	Iteration 11Q: 3 clusters Score -2122718 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2122970.000000 Penalty: 3189.781006
	Iteration 12Q: 3 clusters Score -2122970 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2123065.250000 Penalty: 3189.781006
	Iteration 13Q: 3 clusters Score -2123065 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2123094.250000 Penalty: 3189.781006
	Iteration 14Q: 3 clusters Score -2123094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2123116.250000 Penalty: 3189.781006
	Iteration 15Q: 3 clusters Score -2123116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2123136.000000 Penalty: 3189.781006
	Iteration 16Q: 3 clusters Score -2123136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2123145.750000 Penalty: 3189.781006
	Iteration 17Q: 3 clusters Score -2123146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2123158.000000 Penalty: 3189.781006
	Iteration 18Q: 3 clusters Score -2123158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2123164.750000 Penalty: 3189.781006
	Iteration 19Q: 3 clusters Score -2123165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2123171.000000 Penalty: 3189.781006
	Iteration 20F: 3 clusters Score -2123171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2123172.250000 Penalty: 3189.781006
	Iteration 21Q: 3 clusters Score -2123172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2123176.000000 Penalty: 3189.781006
	Iteration 22Q: 3 clusters Score -2123176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2123172.750000 Penalty: 3189.781006
	Iteration 23Q: 3 clusters Score -2123173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2123171.250000 Penalty: 3189.781006
	Iteration 24Q: 3 clusters Score -2123171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2123172.250000 Penalty: 3189.781006
	Iteration 25Q: 3 clusters Score -2123172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2123173.750000 Penalty: 3189.781006
	Iteration 26Q: 3 clusters Score -2123174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2123173.750000 Penalty: 3189.781006
	Iteration 27F: 3 clusters Score -2123174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -300059.843750 Penalty: 1277.217407
	Iteration 0F: 2 clusters Score -300059.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -297622.937500 Penalty: 2554.434814
	Iteration 0F: 3 clusters Score -297622.9 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -298194.281250 Penalty: 2554.434814
	Iteration 1F: 3 clusters Score -298194.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -298309.375000 Penalty: 2554.434814
	Iteration 2F: 3 clusters Score -298309.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -298374.812500 Penalty: 2554.434814
	Iteration 3Q: 3 clusters Score -298374.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -298435.281250 Penalty: 2554.434814
	Iteration 4Q: 3 clusters Score -298435.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -298485.593750 Penalty: 2554.434814
	Iteration 5Q: 3 clusters Score -298485.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -298520.781250 Penalty: 2554.434814
	Iteration 6Q: 3 clusters Score -298520.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -298558.218750 Penalty: 2554.434814
	Iteration 7Q: 3 clusters Score -298558.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -298600.937500 Penalty: 2554.434814
	Iteration 8Q: 3 clusters Score -298600.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -298622.468750 Penalty: 2554.434814
	Iteration 9Q: 3 clusters Score -298622.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -298642.812500 Penalty: 2554.434814
	Iteration 10Q: 3 clusters Score -298642.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -298654.562500 Penalty: 2554.434814
	Iteration 11Q: 3 clusters Score -298654.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -298664.156250 Penalty: 2554.434814
	Iteration 12Q: 3 clusters Score -298664.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -298673.906250 Penalty: 2554.434814
	Iteration 13Q: 3 clusters Score -298673.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -298680.875000 Penalty: 2554.434814
	Iteration 14Q: 3 clusters Score -298680.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -298691.843750 Penalty: 2554.434814
	Iteration 15Q: 3 clusters Score -298691.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -298706.343750 Penalty: 2554.434814
	Iteration 16Q: 3 clusters Score -298706.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -298721.656250 Penalty: 2554.434814
	Iteration 17Q: 3 clusters Score -298721.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -298736.093750 Penalty: 2554.434814
	Iteration 18Q: 3 clusters Score -298736.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -298751.843750 Penalty: 2554.434814
	Iteration 19Q: 3 clusters Score -298751.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -298772.906250 Penalty: 2554.434814
	Iteration 20F: 3 clusters Score -298772.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -298784.125000 Penalty: 2554.434814
	Iteration 21Q: 3 clusters Score -298784.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -298791.968750 Penalty: 2554.434814
	Iteration 22Q: 3 clusters Score -298792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -298805.593750 Penalty: 2554.434814
	Iteration 23Q: 3 clusters Score -298805.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -298820.531250 Penalty: 2554.434814
	Iteration 24Q: 3 clusters Score -298820.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -298834.187500 Penalty: 2554.434814
	Iteration 25Q: 3 clusters Score -298834.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -298848.281250 Penalty: 2554.434814
	Iteration 26Q: 3 clusters Score -298848.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -298861.406250 Penalty: 2554.434814
	Iteration 27Q: 3 clusters Score -298861.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -298872.093750 Penalty: 2554.434814
	Iteration 28Q: 3 clusters Score -298872.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -298883.187500 Penalty: 2554.434814
	Iteration 29Q: 3 clusters Score -298883.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -298892.937500 Penalty: 2554.434814
	Iteration 30Q: 3 clusters Score -298892.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -298903.031250 Penalty: 2554.434814
	Iteration 31Q: 3 clusters Score -298903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -298917.750000 Penalty: 2554.434814
	Iteration 32Q: 3 clusters Score -298917.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -298936.250000 Penalty: 2554.434814
	Iteration 33Q: 3 clusters Score -298936.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -298950.656250 Penalty: 2554.434814
	Iteration 34Q: 3 clusters Score -298950.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -298967.000000 Penalty: 2554.434814
	Iteration 35Q: 3 clusters Score -298967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -298975.156250 Penalty: 2554.434814
	Iteration 36Q: 3 clusters Score -298975.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -298987.812500 Penalty: 2554.434814
	Iteration 37Q: 3 clusters Score -298987.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -298996.812500 Penalty: 2554.434814
	Iteration 38Q: 3 clusters Score -298996.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -299005.812500 Penalty: 2554.434814
	Iteration 39Q: 3 clusters Score -299005.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -299019.843750 Penalty: 2554.434814
	Iteration 40F: 3 clusters Score -299019.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -299036.656250 Penalty: 2554.434814
	Iteration 41Q: 3 clusters Score -299036.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -299047.687500 Penalty: 2554.434814
	Iteration 42Q: 3 clusters Score -299047.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -299054.812500 Penalty: 2554.434814
	Iteration 43Q: 3 clusters Score -299054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -299059.343750 Penalty: 2554.434814
	Iteration 44Q: 3 clusters Score -299059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -299061.500000 Penalty: 2554.434814
	Iteration 45Q: 3 clusters Score -299061.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -299063.343750 Penalty: 2554.434814
	Iteration 46Q: 3 clusters Score -299063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -299065.031250 Penalty: 2554.434814
	Iteration 47Q: 3 clusters Score -299065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -299067.406250 Penalty: 2554.434814
	Iteration 48Q: 3 clusters Score -299067.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -299072.125000 Penalty: 2554.434814
	Iteration 49Q: 3 clusters Score -299072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -299073.437500 Penalty: 2554.434814
	Iteration 50Q: 3 clusters Score -299073.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -299074.875000 Penalty: 2554.434814
	Iteration 51Q: 3 clusters Score -299074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -299075.593750 Penalty: 2554.434814
	Iteration 52Q: 3 clusters Score -299075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -299076.312500 Penalty: 2554.434814
	Iteration 53Q: 3 clusters Score -299076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -299077.437500 Penalty: 2554.434814
	Iteration 54Q: 3 clusters Score -299077.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -299077.437500 Penalty: 2554.434814
	Iteration 55F: 3 clusters Score -299077.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -41434.156250 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -41434.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40484.769531 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -40484.77 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40637.433594 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -40637.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40689.906250 Penalty: 1959.190430
	Iteration 2Q: 3 clusters Score -40689.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40761.546875 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -40761.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40805.066406 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -40805.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40852.640625 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -40852.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40887.132812 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -40887.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40915.859375 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -40915.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40973.324219 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -40973.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41023.308594 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -41023.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41057.574219 Penalty: 1959.190430
	Iteration 10Q: 3 clusters Score -41057.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41078.027344 Penalty: 1959.190430
	Iteration 11Q: 3 clusters Score -41078.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41094.433594 Penalty: 1959.190430
	Iteration 12Q: 3 clusters Score -41094.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41117.835938 Penalty: 1959.190430
	Iteration 13Q: 3 clusters Score -41117.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41125.089844 Penalty: 1959.190430
	Iteration 14Q: 3 clusters Score -41125.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41128.957031 Penalty: 1959.190430
	Iteration 15Q: 3 clusters Score -41128.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41129.730469 Penalty: 1959.190430
	Iteration 16F: 3 clusters Score -41129.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41138.187500 Penalty: 1959.190430
	Iteration 17Q: 3 clusters Score -41138.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41148.582031 Penalty: 1959.190430
	Iteration 18Q: 3 clusters Score -41148.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41152.957031 Penalty: 1959.190430
	Iteration 19Q: 3 clusters Score -41152.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41153.554688 Penalty: 1959.190430
	Iteration 20F: 3 clusters Score -41153.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Entering Unmasked Estep 
Score: -7999444.500000 Penalty: 1809.775879
	Iteration 0F: 2 clusters Score -7999444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -7953746.000000 Penalty: 3619.551758
	Iteration 0F: 3 clusters Score -7953746 nChanged 32612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -7972308.500000 Penalty: 3619.551758
	Iteration 1F: 3 clusters Score -7972308 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -7972840.500000 Penalty: 3619.551758
	Iteration 2Q: 3 clusters Score -7972840 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -7973343.000000 Penalty: 3619.551758
	Iteration 3Q: 3 clusters Score -7973343 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -7973956.000000 Penalty: 3619.551758
	Iteration 4Q: 3 clusters Score -7973956 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -7974748.000000 Penalty: 3619.551758
	Iteration 5Q: 3 clusters Score -7974748 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -7975900.500000 Penalty: 3619.551758
	Iteration 6Q: 3 clusters Score -7975900 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -7977360.500000 Penalty: 3619.551758
	Iteration 7Q: 3 clusters Score -7977360 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -7979620.000000 Penalty: 3619.551758
	Iteration 8F: 3 clusters Score -7979620 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -7982424.000000 Penalty: 3619.551758
	Iteration 9F: 3 clusters Score -7982424 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -7985436.500000 Penalty: 3619.551758
	Iteration 10F: 3 clusters Score -7985436 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -7987417.500000 Penalty: 3619.551758
	Iteration 11F: 3 clusters Score -7987418 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -7988277.500000 Penalty: 3619.551758
	Iteration 12Q: 3 clusters Score -7988278 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -7988586.000000 Penalty: 3619.551758
	Iteration 13Q: 3 clusters Score -7988586 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -7988806.500000 Penalty: 3619.551758
	Iteration 14Q: 3 clusters Score -7988806 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -7988970.000000 Penalty: 3619.551758
	Iteration 15Q: 3 clusters Score -7988970 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -7989162.000000 Penalty: 3619.551758
	Iteration 16Q: 3 clusters Score -7989162 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7989350.000000 Penalty: 3619.551758
	Iteration 17Q: 3 clusters Score -7989350 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -7989577.000000 Penalty: 3619.551758
	Iteration 18Q: 3 clusters Score -7989577 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -7989769.000000 Penalty: 3619.551758
	Iteration 19Q: 3 clusters Score -7989769 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -7989972.500000 Penalty: 3619.551758
	Iteration 20F: 3 clusters Score -7989972 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -7990178.000000 Penalty: 3619.551758
	Iteration 21Q: 3 clusters Score -7990178 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -7990400.000000 Penalty: 3619.551758
	Iteration 22Q: 3 clusters Score -7990400 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -7990605.000000 Penalty: 3619.551758
	Iteration 23Q: 3 clusters Score -7990605 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -7990769.000000 Penalty: 3619.551758
	Iteration 24Q: 3 clusters Score -7990769 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -7990982.500000 Penalty: 3619.551758
	Iteration 25Q: 3 clusters Score -7990982 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -7991145.000000 Penalty: 3619.551758
	Iteration 26Q: 3 clusters Score -7991145 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -7991297.000000 Penalty: 3619.551758
	Iteration 27Q: 3 clusters Score -7991297 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -7991538.500000 Penalty: 3619.551758
	Iteration 28Q: 3 clusters Score -7991538 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -7991778.000000 Penalty: 3619.551758
	Iteration 29Q: 3 clusters Score -7991778 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -7992061.500000 Penalty: 3619.551758
	Iteration 30Q: 3 clusters Score -7992062 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -7992293.500000 Penalty: 3619.551758
	Iteration 31Q: 3 clusters Score -7992294 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -7992602.500000 Penalty: 3619.551758
	Iteration 32Q: 3 clusters Score -7992602 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -7992917.000000 Penalty: 3619.551758
	Iteration 33Q: 3 clusters Score -7992917 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -7993307.500000 Penalty: 3619.551758
	Iteration 34Q: 3 clusters Score -7993308 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -7993622.000000 Penalty: 3619.551758
	Iteration 35Q: 3 clusters Score -7993622 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -7993931.500000 Penalty: 3619.551758
	Iteration 36Q: 3 clusters Score -7993932 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -7994289.000000 Penalty: 3619.551758
	Iteration 37Q: 3 clusters Score -7994289 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -7994596.000000 Penalty: 3619.551758
	Iteration 38Q: 3 clusters Score -7994596 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -7994962.500000 Penalty: 3619.551758
	Iteration 39Q: 3 clusters Score -7994962 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -7995304.000000 Penalty: 3619.551758
	Iteration 40F: 3 clusters Score -7995304 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -7995644.500000 Penalty: 3619.551758
	Iteration 41Q: 3 clusters Score -7995644 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -7995944.500000 Penalty: 3619.551758
	Iteration 42Q: 3 clusters Score -7995944 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -7996225.000000 Penalty: 3619.551758
	Iteration 43Q: 3 clusters Score -7996225 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -7996502.000000 Penalty: 3619.551758
	Iteration 44Q: 3 clusters Score -7996502 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -7996730.000000 Penalty: 3619.551758
	Iteration 45Q: 3 clusters Score -7996730 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -7997000.500000 Penalty: 3619.551758
	Iteration 46Q: 3 clusters Score -7997000 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -7997198.500000 Penalty: 3619.551758
	Iteration 47Q: 3 clusters Score -7997198 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -7997349.000000 Penalty: 3619.551758
	Iteration 48Q: 3 clusters Score -7997349 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -7997490.500000 Penalty: 3619.551758
	Iteration 49Q: 3 clusters Score -7997490 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -7997609.000000 Penalty: 3619.551758
	Iteration 50Q: 3 clusters Score -7997609 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -7997709.500000 Penalty: 3619.551758
	Iteration 51Q: 3 clusters Score -7997710 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -7997785.000000 Penalty: 3619.551758
	Iteration 52Q: 3 clusters Score -7997785 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -7997854.000000 Penalty: 3619.551758
	Iteration 53Q: 3 clusters Score -7997854 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -7997903.000000 Penalty: 3619.551758
	Iteration 54Q: 3 clusters Score -7997903 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 67025 members 
Entering Unmasked Estep 
Score: -7997930.500000 Penalty: 3619.551758
	Iteration 55Q: 3 clusters Score -7997930 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -7997974.500000 Penalty: 3619.551758
	Iteration 56Q: 3 clusters Score -7997974 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -7998001.500000 Penalty: 3619.551758
	Iteration 57Q: 3 clusters Score -7998002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -7998018.000000 Penalty: 3619.551758
	Iteration 58Q: 3 clusters Score -7998018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 67363 members 
Entering Unmasked Estep 
Score: -7998036.500000 Penalty: 3619.551758
	Iteration 59Q: 3 clusters Score -7998036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -7998042.000000 Penalty: 3619.551758
	Iteration 60F: 3 clusters Score -7998042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -7998045.000000 Penalty: 3619.551758
	Iteration 61Q: 3 clusters Score -7998045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 67490 members 
Entering Unmasked Estep 
Score: -7998059.000000 Penalty: 3619.551758
	Iteration 62Q: 3 clusters Score -7998059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -7998067.000000 Penalty: 3619.551758
	Iteration 63Q: 3 clusters Score -7998067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -7998066.000000 Penalty: 3619.551758
	Iteration 64Q: 3 clusters Score -7998066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -7998068.500000 Penalty: 3619.551758
	Iteration 65Q: 3 clusters Score -7998068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -7998056.500000 Penalty: 3619.551758
	Iteration 66Q: 3 clusters Score -7998056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 67619 members 
Entering Unmasked Estep 
Score: -7998070.000000 Penalty: 3619.551758
	Iteration 67Q: 3 clusters Score -7998070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -7998077.000000 Penalty: 3619.551758
	Iteration 68Q: 3 clusters Score -7998077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -7998081.500000 Penalty: 3619.551758
	Iteration 69Q: 3 clusters Score -7998082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -7998075.000000 Penalty: 3619.551758
	Iteration 70Q: 3 clusters Score -7998075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -7998087.000000 Penalty: 3619.551758
	Iteration 71Q: 3 clusters Score -7998087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -7998087.500000 Penalty: 3619.551758
	Iteration 72Q: 3 clusters Score -7998088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -7998104.500000 Penalty: 3619.551758
	Iteration 73Q: 3 clusters Score -7998104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -7998114.000000 Penalty: 3619.551758
	Iteration 74Q: 3 clusters Score -7998114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -7998116.500000 Penalty: 3619.551758
	Iteration 75Q: 3 clusters Score -7998116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -7998114.000000 Penalty: 3619.551758
	Iteration 76Q: 3 clusters Score -7998114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -7998105.500000 Penalty: 3619.551758
	Iteration 77Q: 3 clusters Score -7998106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -7998126.000000 Penalty: 3619.551758
	Iteration 78Q: 3 clusters Score -7998126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -7998124.500000 Penalty: 3619.551758
	Iteration 79Q: 3 clusters Score -7998124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -7998122.500000 Penalty: 3619.551758
	Iteration 80F: 3 clusters Score -7998122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -7998129.500000 Penalty: 3619.551758
	Iteration 81Q: 3 clusters Score -7998130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -7998133.500000 Penalty: 3619.551758
	Iteration 82Q: 3 clusters Score -7998134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -7998134.500000 Penalty: 3619.551758
	Iteration 83Q: 3 clusters Score -7998134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -7998130.500000 Penalty: 3619.551758
	Iteration 84Q: 3 clusters Score -7998130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -7998136.500000 Penalty: 3619.551758
	Iteration 85Q: 3 clusters Score -7998136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -7998131.000000 Penalty: 3619.551758
	Iteration 86Q: 3 clusters Score -7998131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -7998127.500000 Penalty: 3619.551758
	Iteration 87Q: 3 clusters Score -7998128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -7998127.000000 Penalty: 3619.551758
	Iteration 88Q: 3 clusters Score -7998127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -7998125.500000 Penalty: 3619.551758
	Iteration 89Q: 3 clusters Score -7998126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -7998126.000000 Penalty: 3619.551758
	Iteration 90Q: 3 clusters Score -7998126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -7998122.500000 Penalty: 3619.551758
	Iteration 91Q: 3 clusters Score -7998122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -7998126.000000 Penalty: 3619.551758
	Iteration 92Q: 3 clusters Score -7998126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -7998123.000000 Penalty: 3619.551758
	Iteration 93Q: 3 clusters Score -7998123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -7998121.500000 Penalty: 3619.551758
	Iteration 94Q: 3 clusters Score -7998122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -7998123.000000 Penalty: 3619.551758
	Iteration 95Q: 3 clusters Score -7998123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -7998123.000000 Penalty: 3619.551758
	Iteration 96F: 3 clusters Score -7998123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (111605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111605 members 
Entering Unmasked Estep 
Score: -13046183.000000 Penalty: 1888.692139
	Iteration 0F: 2 clusters Score -1.304618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -12976514.000000 Penalty: 3777.384277
	Iteration 0F: 3 clusters Score -1.297651e+07 nChanged 53351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -13007710.000000 Penalty: 3777.384277
	Iteration 1F: 3 clusters Score -1.300771e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -13008919.000000 Penalty: 3777.384277
	Iteration 2Q: 3 clusters Score -1.300892e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -13010967.000000 Penalty: 3777.384277
	Iteration 3Q: 3 clusters Score -1.301097e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -13015016.000000 Penalty: 3777.384277
	Iteration 4F: 3 clusters Score -1.301502e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -13021569.000000 Penalty: 3777.384277
	Iteration 5F: 3 clusters Score -1.302157e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 93824 members 
Entering Unmasked Estep 
Score: -13029688.000000 Penalty: 3777.384277
	Iteration 6F: 3 clusters Score -1.302969e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 102485 members 
Entering Unmasked Estep 
Score: -13037541.000000 Penalty: 3777.384277
	Iteration 7F: 3 clusters Score -1.303754e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 107780 members 
Entering Unmasked Estep 
Score: -13042328.000000 Penalty: 3777.384277
	Iteration 8Q: 3 clusters Score -1.304233e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 110122 members 
Entering Unmasked Estep 
Score: -13043836.000000 Penalty: 3777.384277
	Iteration 9Q: 3 clusters Score -1.304384e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 110956 members 
Entering Unmasked Estep 
Score: -13044220.000000 Penalty: 3777.384277
	Iteration 10Q: 3 clusters Score -1.304422e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 111228 members 
Entering Unmasked Estep 
Score: -13044384.000000 Penalty: 3777.384277
	Iteration 11Q: 3 clusters Score -1.304438e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 111325 members 
Entering Unmasked Estep 
Score: -13044474.000000 Penalty: 3777.384277
	Iteration 12Q: 3 clusters Score -1.304447e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 111366 members 
Entering Unmasked Estep 
Score: -13044515.000000 Penalty: 3777.384277
	Iteration 13Q: 3 clusters Score -1.304452e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -13044569.000000 Penalty: 3777.384277
	Iteration 14Q: 3 clusters Score -1.304457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111404 members 
Entering Unmasked Estep 
Score: -13044584.000000 Penalty: 3777.384277
	Iteration 15Q: 3 clusters Score -1.304458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -13044596.000000 Penalty: 3777.384277
	Iteration 16Q: 3 clusters Score -1.30446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 111405 members 
Entering Unmasked Estep 
Score: -13044588.000000 Penalty: 3777.384277
	Iteration 17Q: 3 clusters Score -1.304459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 111403 members 
Entering Unmasked Estep 
Score: -13044595.000000 Penalty: 3777.384277
	Iteration 18Q: 3 clusters Score -1.30446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 111405 members 
Entering Unmasked Estep 
Score: -13044596.000000 Penalty: 3777.384277
	Iteration 19Q: 3 clusters Score -1.30446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 111405 members 
Entering Unmasked Estep 
Score: -13044598.000000 Penalty: 3777.384277
	Iteration 20F: 3 clusters Score -1.30446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -13044606.000000 Penalty: 3777.384277
	Iteration 21Q: 3 clusters Score -1.304461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 111408 members 
Entering Unmasked Estep 
Score: -13044611.000000 Penalty: 3777.384277
	Iteration 22Q: 3 clusters Score -1.304461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 111409 members 
Entering Unmasked Estep 
Score: -13044610.000000 Penalty: 3777.384277
	Iteration 23Q: 3 clusters Score -1.304461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 111409 members 
Entering Unmasked Estep 
Score: -13044612.000000 Penalty: 3777.384277
	Iteration 24Q: 3 clusters Score -1.304461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 111409 members 
Entering Unmasked Estep 
Score: -13044612.000000 Penalty: 3777.384277
	Iteration 25F: 3 clusters Score -1.304461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Entering Unmasked Estep 
Score: -1473209.875000 Penalty: 1534.943726
	Iteration 0F: 2 clusters Score -1473210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1464388.625000 Penalty: 3069.887451
	Iteration 0F: 3 clusters Score -1464389 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1467507.625000 Penalty: 3069.887451
	Iteration 1F: 3 clusters Score -1467508 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1467855.500000 Penalty: 3069.887451
	Iteration 2F: 3 clusters Score -1467856 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1468211.375000 Penalty: 3069.887451
	Iteration 3F: 3 clusters Score -1468211 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1468659.000000 Penalty: 3069.887451
	Iteration 4F: 3 clusters Score -1468659 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1469239.750000 Penalty: 3069.887451
	Iteration 5F: 3 clusters Score -1469240 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1469920.375000 Penalty: 3069.887451
	Iteration 6F: 3 clusters Score -1469920 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1470676.375000 Penalty: 3069.887451
	Iteration 7F: 3 clusters Score -1470676 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1471352.750000 Penalty: 3069.887451
	Iteration 8F: 3 clusters Score -1471353 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1471797.500000 Penalty: 3069.887451
	Iteration 9Q: 3 clusters Score -1471798 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1472032.750000 Penalty: 3069.887451
	Iteration 10Q: 3 clusters Score -1472033 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1472126.875000 Penalty: 3069.887451
	Iteration 11Q: 3 clusters Score -1472127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1472196.250000 Penalty: 3069.887451
	Iteration 12Q: 3 clusters Score -1472196 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1472237.375000 Penalty: 3069.887451
	Iteration 13Q: 3 clusters Score -1472237 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1472272.250000 Penalty: 3069.887451
	Iteration 14Q: 3 clusters Score -1472272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1472297.625000 Penalty: 3069.887451
	Iteration 15Q: 3 clusters Score -1472298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1472314.500000 Penalty: 3069.887451
	Iteration 16Q: 3 clusters Score -1472314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1472335.625000 Penalty: 3069.887451
	Iteration 17Q: 3 clusters Score -1472336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1472361.625000 Penalty: 3069.887451
	Iteration 18Q: 3 clusters Score -1472362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1472380.750000 Penalty: 3069.887451
	Iteration 19Q: 3 clusters Score -1472381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1472404.875000 Penalty: 3069.887451
	Iteration 20F: 3 clusters Score -1472405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1472428.875000 Penalty: 3069.887451
	Iteration 21Q: 3 clusters Score -1472429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1472451.250000 Penalty: 3069.887451
	Iteration 22Q: 3 clusters Score -1472451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1472463.000000 Penalty: 3069.887451
	Iteration 23Q: 3 clusters Score -1472463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1472472.250000 Penalty: 3069.887451
	Iteration 24Q: 3 clusters Score -1472472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1472479.250000 Penalty: 3069.887451
	Iteration 25Q: 3 clusters Score -1472479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1472491.500000 Penalty: 3069.887451
	Iteration 26Q: 3 clusters Score -1472492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1472494.875000 Penalty: 3069.887451
	Iteration 27Q: 3 clusters Score -1472495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1472500.750000 Penalty: 3069.887451
	Iteration 28Q: 3 clusters Score -1472501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1472501.125000 Penalty: 3069.887451
	Iteration 29Q: 3 clusters Score -1472501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1472502.375000 Penalty: 3069.887451
	Iteration 30Q: 3 clusters Score -1472502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1472504.500000 Penalty: 3069.887451
	Iteration 31Q: 3 clusters Score -1472504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1472509.250000 Penalty: 3069.887451
	Iteration 32Q: 3 clusters Score -1472509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1472511.250000 Penalty: 3069.887451
	Iteration 33Q: 3 clusters Score -1472511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1472510.625000 Penalty: 3069.887451
	Iteration 34Q: 3 clusters Score -1472511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1472511.125000 Penalty: 3069.887451
	Iteration 35Q: 3 clusters Score -1472511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1472511.125000 Penalty: 3069.887451
	Iteration 36F: 3 clusters Score -1472511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (112504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112504 members 
Entering Unmasked Estep 
Score: -13193814.000000 Penalty: 1889.995850
	Iteration 0F: 2 clusters Score -1.319381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -13124018.000000 Penalty: 3779.991699
	Iteration 0F: 3 clusters Score -1.312402e+07 nChanged 54046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -13155643.000000 Penalty: 3779.991699
	Iteration 1F: 3 clusters Score -1.315564e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -13156122.000000 Penalty: 3779.991699
	Iteration 2Q: 3 clusters Score -1.315612e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -13156606.000000 Penalty: 3779.991699
	Iteration 3Q: 3 clusters Score -1.315661e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -13157355.000000 Penalty: 3779.991699
	Iteration 4Q: 3 clusters Score -1.315736e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -13158280.000000 Penalty: 3779.991699
	Iteration 5Q: 3 clusters Score -1.315828e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -13159786.000000 Penalty: 3779.991699
	Iteration 6Q: 3 clusters Score -1.315979e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -13162289.000000 Penalty: 3779.991699
	Iteration 7Q: 3 clusters Score -1.316229e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -13166560.000000 Penalty: 3779.991699
	Iteration 8F: 3 clusters Score -1.316656e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -13172006.000000 Penalty: 3779.991699
	Iteration 9F: 3 clusters Score -1.317201e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -13177107.000000 Penalty: 3779.991699
	Iteration 10F: 3 clusters Score -1.317711e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -13180539.000000 Penalty: 3779.991699
	Iteration 11F: 3 clusters Score -1.318054e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -13182411.000000 Penalty: 3779.991699
	Iteration 12Q: 3 clusters Score -1.318241e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -13183512.000000 Penalty: 3779.991699
	Iteration 13Q: 3 clusters Score -1.318351e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -13184260.000000 Penalty: 3779.991699
	Iteration 14Q: 3 clusters Score -1.318426e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -13184904.000000 Penalty: 3779.991699
	Iteration 15Q: 3 clusters Score -1.31849e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -13185533.000000 Penalty: 3779.991699
	Iteration 16Q: 3 clusters Score -1.318553e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -13186182.000000 Penalty: 3779.991699
	Iteration 17Q: 3 clusters Score -1.318618e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -13187226.000000 Penalty: 3779.991699
	Iteration 18Q: 3 clusters Score -1.318723e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104153 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -13188070.000000 Penalty: 3779.991699
	Iteration 19Q: 3 clusters Score -1.318807e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -13188849.000000 Penalty: 3779.991699
	Iteration 20F: 3 clusters Score -1.318885e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -13189462.000000 Penalty: 3779.991699
	Iteration 21Q: 3 clusters Score -1.318946e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108063 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -13189921.000000 Penalty: 3779.991699
	Iteration 22Q: 3 clusters Score -1.318992e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108991 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -13190444.000000 Penalty: 3779.991699
	Iteration 23Q: 3 clusters Score -1.319044e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109754 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -13190836.000000 Penalty: 3779.991699
	Iteration 24Q: 3 clusters Score -1.319084e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110357 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -13191184.000000 Penalty: 3779.991699
	Iteration 25Q: 3 clusters Score -1.319118e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -13191420.000000 Penalty: 3779.991699
	Iteration 26Q: 3 clusters Score -1.319142e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111169 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -13191601.000000 Penalty: 3779.991699
	Iteration 27Q: 3 clusters Score -1.31916e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111402 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13191720.000000 Penalty: 3779.991699
	Iteration 28Q: 3 clusters Score -1.319172e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111601 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13191857.000000 Penalty: 3779.991699
	Iteration 29Q: 3 clusters Score -1.319186e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111756 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -13191950.000000 Penalty: 3779.991699
	Iteration 30Q: 3 clusters Score -1.319195e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111866 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13192013.000000 Penalty: 3779.991699
	Iteration 31Q: 3 clusters Score -1.319201e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13192038.000000 Penalty: 3779.991699
	Iteration 32Q: 3 clusters Score -1.319204e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111979 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13192068.000000 Penalty: 3779.991699
	Iteration 33Q: 3 clusters Score -1.319207e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13192105.000000 Penalty: 3779.991699
	Iteration 34Q: 3 clusters Score -1.31921e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112038 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13192127.000000 Penalty: 3779.991699
	Iteration 35Q: 3 clusters Score -1.319213e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112059 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -13192144.000000 Penalty: 3779.991699
	Iteration 36Q: 3 clusters Score -1.319214e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112077 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -13192157.000000 Penalty: 3779.991699
	Iteration 37Q: 3 clusters Score -1.319216e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112096 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13192167.000000 Penalty: 3779.991699
	Iteration 38Q: 3 clusters Score -1.319217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112109 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -13192191.000000 Penalty: 3779.991699
	Iteration 39Q: 3 clusters Score -1.319219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112119 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -13192191.000000 Penalty: 3779.991699
	Iteration 40F: 3 clusters Score -1.319219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112124 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -13192192.000000 Penalty: 3779.991699
	Iteration 41Q: 3 clusters Score -1.319219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112127 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -13192188.000000 Penalty: 3779.991699
	Iteration 42Q: 3 clusters Score -1.319219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112128 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13192198.000000 Penalty: 3779.991699
	Iteration 43Q: 3 clusters Score -1.31922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13192197.000000 Penalty: 3779.991699
	Iteration 44Q: 3 clusters Score -1.31922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13192197.000000 Penalty: 3779.991699
	Iteration 45F: 3 clusters Score -1.31922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -14068.175781 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -14068.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13396.462891 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -13396.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13491.412109 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -13491.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13541.263672 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -13541.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13553.114258 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -13553.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13579.897461 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -13579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13596.326172 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -13596.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13603.491211 Penalty: 1669.134521
	Iteration 6Q: 3 clusters Score -13603.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13614.349609 Penalty: 1669.134521
	Iteration 7Q: 3 clusters Score -13614.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13624.618164 Penalty: 1669.134521
	Iteration 8Q: 3 clusters Score -13624.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13624.618164 Penalty: 1669.134521
	Iteration 9F: 3 clusters Score -13624.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -189462.781250 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -189462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -187598.187500 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -187598.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -187989.562500 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -187989.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -188068.671875 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -188068.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -188108.921875 Penalty: 2407.180908
	Iteration 3Q: 3 clusters Score -188108.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -188138.718750 Penalty: 2407.180908
	Iteration 4Q: 3 clusters Score -188138.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -188160.578125 Penalty: 2407.180908
	Iteration 5Q: 3 clusters Score -188160.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -188183.687500 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -188183.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -188196.171875 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -188196.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -188214.234375 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -188214.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -188233.296875 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -188233.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -188250.468750 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -188250.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -188272.500000 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -188272.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -188292.359375 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -188292.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -188310.171875 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -188310.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -188324.546875 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -188324.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -188338.984375 Penalty: 2407.180908
	Iteration 15Q: 3 clusters Score -188339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -188359.359375 Penalty: 2407.180908
	Iteration 16Q: 3 clusters Score -188359.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -188383.828125 Penalty: 2407.180908
	Iteration 17Q: 3 clusters Score -188383.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -188395.812500 Penalty: 2407.180908
	Iteration 18Q: 3 clusters Score -188395.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -188406.687500 Penalty: 2407.180908
	Iteration 19Q: 3 clusters Score -188406.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -188427.609375 Penalty: 2407.180908
	Iteration 20F: 3 clusters Score -188427.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -188449.187500 Penalty: 2407.180908
	Iteration 21Q: 3 clusters Score -188449.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -188473.234375 Penalty: 2407.180908
	Iteration 22Q: 3 clusters Score -188473.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -188492.078125 Penalty: 2407.180908
	Iteration 23Q: 3 clusters Score -188492.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -188510.953125 Penalty: 2407.180908
	Iteration 24Q: 3 clusters Score -188511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -188523.843750 Penalty: 2407.180908
	Iteration 25Q: 3 clusters Score -188523.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -188536.234375 Penalty: 2407.180908
	Iteration 26Q: 3 clusters Score -188536.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -188544.062500 Penalty: 2407.180908
	Iteration 27Q: 3 clusters Score -188544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -188546.765625 Penalty: 2407.180908
	Iteration 28Q: 3 clusters Score -188546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -188550.218750 Penalty: 2407.180908
	Iteration 29Q: 3 clusters Score -188550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -188552.437500 Penalty: 2407.180908
	Iteration 30Q: 3 clusters Score -188552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -188554.171875 Penalty: 2407.180908
	Iteration 31Q: 3 clusters Score -188554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -188556.234375 Penalty: 2407.180908
	Iteration 32Q: 3 clusters Score -188556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -188557.171875 Penalty: 2407.180908
	Iteration 33Q: 3 clusters Score -188557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -188558.718750 Penalty: 2407.180908
	Iteration 34Q: 3 clusters Score -188558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -188560.046875 Penalty: 2407.180908
	Iteration 35Q: 3 clusters Score -188560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -188563.375000 Penalty: 2407.180908
	Iteration 36Q: 3 clusters Score -188563.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -188566.953125 Penalty: 2407.180908
	Iteration 37Q: 3 clusters Score -188567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -188570.484375 Penalty: 2407.180908
	Iteration 38Q: 3 clusters Score -188570.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -188570.484375 Penalty: 2407.180908
	Iteration 39F: 3 clusters Score -188570.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (134208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134208 members 
Entering Unmasked Estep 
Score: -15428497.000000 Penalty: 1918.661255
	Iteration 0F: 2 clusters Score -1.54285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -15345145.000000 Penalty: 3837.322510
	Iteration 0F: 3 clusters Score -1.534514e+07 nChanged 64570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72065 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -15383325.000000 Penalty: 3837.322510
	Iteration 1F: 3 clusters Score -1.538332e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -15384674.000000 Penalty: 3837.322510
	Iteration 2Q: 3 clusters Score -1.538467e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -15387314.000000 Penalty: 3837.322510
	Iteration 3Q: 3 clusters Score -1.538731e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -15392122.000000 Penalty: 3837.322510
	Iteration 4F: 3 clusters Score -1.539212e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100466 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -15400367.000000 Penalty: 3837.322510
	Iteration 5F: 3 clusters Score -1.540037e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113289 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -15411561.000000 Penalty: 3837.322510
	Iteration 6F: 3 clusters Score -1.541156e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124500 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -15420835.000000 Penalty: 3837.322510
	Iteration 7F: 3 clusters Score -1.542084e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130621 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -15424992.000000 Penalty: 3837.322510
	Iteration 8Q: 3 clusters Score -1.542499e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132768 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -15426146.000000 Penalty: 3837.322510
	Iteration 9Q: 3 clusters Score -1.542615e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133452 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -15426538.000000 Penalty: 3837.322510
	Iteration 10Q: 3 clusters Score -1.542654e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133687 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15426687.000000 Penalty: 3837.322510
	Iteration 11Q: 3 clusters Score -1.542669e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133784 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15426758.000000 Penalty: 3837.322510
	Iteration 12Q: 3 clusters Score -1.542676e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -15426813.000000 Penalty: 3837.322510
	Iteration 13Q: 3 clusters Score -1.542681e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133867 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -15426849.000000 Penalty: 3837.322510
	Iteration 14Q: 3 clusters Score -1.542685e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133888 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -15426879.000000 Penalty: 3837.322510
	Iteration 15Q: 3 clusters Score -1.542688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133896 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15426900.000000 Penalty: 3837.322510
	Iteration 16Q: 3 clusters Score -1.54269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133905 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15426911.000000 Penalty: 3837.322510
	Iteration 17Q: 3 clusters Score -1.542691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133904 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -15426918.000000 Penalty: 3837.322510
	Iteration 18Q: 3 clusters Score -1.542692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133907 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15426908.000000 Penalty: 3837.322510
	Iteration 19Q: 3 clusters Score -1.542691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133911 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15426913.000000 Penalty: 3837.322510
	Iteration 20F: 3 clusters Score -1.542691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133913 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15426922.000000 Penalty: 3837.322510
	Iteration 21Q: 3 clusters Score -1.542692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133911 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15426926.000000 Penalty: 3837.322510
	Iteration 22Q: 3 clusters Score -1.542693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133909 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15426926.000000 Penalty: 3837.322510
	Iteration 23Q: 3 clusters Score -1.542693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133903 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -15426928.000000 Penalty: 3837.322510
	Iteration 24Q: 3 clusters Score -1.542693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133907 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15426941.000000 Penalty: 3837.322510
	Iteration 25Q: 3 clusters Score -1.542694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133912 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15426943.000000 Penalty: 3837.322510
	Iteration 26Q: 3 clusters Score -1.542694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133914 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -15426947.000000 Penalty: 3837.322510
	Iteration 27Q: 3 clusters Score -1.542695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133914 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -15426954.000000 Penalty: 3837.322510
	Iteration 28Q: 3 clusters Score -1.542695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133915 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15426956.000000 Penalty: 3837.322510
	Iteration 29Q: 3 clusters Score -1.542696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133915 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15426956.000000 Penalty: 3837.322510
	Iteration 30F: 3 clusters Score -1.542696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Entering Unmasked Estep 
Score: -506041.062500 Penalty: 1361.712402
	Iteration 0F: 2 clusters Score -506041.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -502460.531250 Penalty: 2723.424805
	Iteration 0F: 3 clusters Score -502460.5 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -503418.468750 Penalty: 2723.424805
	Iteration 1F: 3 clusters Score -503418.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -503580.000000 Penalty: 2723.424805
	Iteration 2F: 3 clusters Score -503580 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -503699.437500 Penalty: 2723.424805
	Iteration 3F: 3 clusters Score -503699.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -503792.281250 Penalty: 2723.424805
	Iteration 4Q: 3 clusters Score -503792.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -503874.593750 Penalty: 2723.424805
	Iteration 5Q: 3 clusters Score -503874.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -503957.312500 Penalty: 2723.424805
	Iteration 6Q: 3 clusters Score -503957.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -504048.562500 Penalty: 2723.424805
	Iteration 7Q: 3 clusters Score -504048.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -504139.437500 Penalty: 2723.424805
	Iteration 8Q: 3 clusters Score -504139.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -504228.187500 Penalty: 2723.424805
	Iteration 9Q: 3 clusters Score -504228.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -504319.500000 Penalty: 2723.424805
	Iteration 10Q: 3 clusters Score -504319.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -504396.250000 Penalty: 2723.424805
	Iteration 11Q: 3 clusters Score -504396.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -504462.187500 Penalty: 2723.424805
	Iteration 12Q: 3 clusters Score -504462.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -504537.281250 Penalty: 2723.424805
	Iteration 13Q: 3 clusters Score -504537.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -504606.468750 Penalty: 2723.424805
	Iteration 14Q: 3 clusters Score -504606.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -504661.937500 Penalty: 2723.424805
	Iteration 15Q: 3 clusters Score -504661.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -504715.593750 Penalty: 2723.424805
	Iteration 16Q: 3 clusters Score -504715.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -504759.000000 Penalty: 2723.424805
	Iteration 17Q: 3 clusters Score -504759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -504785.906250 Penalty: 2723.424805
	Iteration 18Q: 3 clusters Score -504785.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -504801.531250 Penalty: 2723.424805
	Iteration 19Q: 3 clusters Score -504801.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -504817.031250 Penalty: 2723.424805
	Iteration 20F: 3 clusters Score -504817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -504824.781250 Penalty: 2723.424805
	Iteration 21Q: 3 clusters Score -504824.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -504831.875000 Penalty: 2723.424805
	Iteration 22Q: 3 clusters Score -504831.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -504837.500000 Penalty: 2723.424805
	Iteration 23Q: 3 clusters Score -504837.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -504843.968750 Penalty: 2723.424805
	Iteration 24Q: 3 clusters Score -504844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -504850.968750 Penalty: 2723.424805
	Iteration 25Q: 3 clusters Score -504851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -504855.187500 Penalty: 2723.424805
	Iteration 26Q: 3 clusters Score -504855.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -504859.906250 Penalty: 2723.424805
	Iteration 27Q: 3 clusters Score -504859.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -504862.843750 Penalty: 2723.424805
	Iteration 28Q: 3 clusters Score -504862.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -504867.000000 Penalty: 2723.424805
	Iteration 29Q: 3 clusters Score -504867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -504869.625000 Penalty: 2723.424805
	Iteration 30Q: 3 clusters Score -504869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -504871.281250 Penalty: 2723.424805
	Iteration 31Q: 3 clusters Score -504871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -504871.656250 Penalty: 2723.424805
	Iteration 32Q: 3 clusters Score -504871.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -504871.562500 Penalty: 2723.424805
	Iteration 33Q: 3 clusters Score -504871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -504872.531250 Penalty: 2723.424805
	Iteration 34Q: 3 clusters Score -504872.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -504872.562500 Penalty: 2723.424805
	Iteration 35Q: 3 clusters Score -504872.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -504873.437500 Penalty: 2723.424805
	Iteration 36Q: 3 clusters Score -504873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -504873.437500 Penalty: 2723.424805
	Iteration 37F: 3 clusters Score -504873.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -458236.875000 Penalty: 1345.038086
	Iteration 0F: 2 clusters Score -458236.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -454880.656250 Penalty: 2690.076172
	Iteration 0F: 3 clusters Score -454880.7 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -455655.125000 Penalty: 2690.076172
	Iteration 1F: 3 clusters Score -455655.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -455801.250000 Penalty: 2690.076172
	Iteration 2F: 3 clusters Score -455801.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -455903.156250 Penalty: 2690.076172
	Iteration 3Q: 3 clusters Score -455903.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -455978.406250 Penalty: 2690.076172
	Iteration 4Q: 3 clusters Score -455978.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -456045.500000 Penalty: 2690.076172
	Iteration 5Q: 3 clusters Score -456045.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -456118.843750 Penalty: 2690.076172
	Iteration 6Q: 3 clusters Score -456118.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -456203.937500 Penalty: 2690.076172
	Iteration 7Q: 3 clusters Score -456203.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -456284.468750 Penalty: 2690.076172
	Iteration 8Q: 3 clusters Score -456284.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -456361.218750 Penalty: 2690.076172
	Iteration 9Q: 3 clusters Score -456361.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -456436.218750 Penalty: 2690.076172
	Iteration 10Q: 3 clusters Score -456436.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -456513.593750 Penalty: 2690.076172
	Iteration 11Q: 3 clusters Score -456513.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -456585.968750 Penalty: 2690.076172
	Iteration 12Q: 3 clusters Score -456586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -456667.812500 Penalty: 2690.076172
	Iteration 13Q: 3 clusters Score -456667.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -456729.781250 Penalty: 2690.076172
	Iteration 14Q: 3 clusters Score -456729.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -456788.906250 Penalty: 2690.076172
	Iteration 15Q: 3 clusters Score -456788.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -456847.250000 Penalty: 2690.076172
	Iteration 16Q: 3 clusters Score -456847.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -456892.531250 Penalty: 2690.076172
	Iteration 17Q: 3 clusters Score -456892.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -456925.312500 Penalty: 2690.076172
	Iteration 18Q: 3 clusters Score -456925.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -456958.031250 Penalty: 2690.076172
	Iteration 19Q: 3 clusters Score -456958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -456993.031250 Penalty: 2690.076172
	Iteration 20F: 3 clusters Score -456993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -457017.750000 Penalty: 2690.076172
	Iteration 21Q: 3 clusters Score -457017.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -457037.500000 Penalty: 2690.076172
	Iteration 22Q: 3 clusters Score -457037.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -457055.156250 Penalty: 2690.076172
	Iteration 23Q: 3 clusters Score -457055.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -457066.687500 Penalty: 2690.076172
	Iteration 24Q: 3 clusters Score -457066.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -457074.375000 Penalty: 2690.076172
	Iteration 25Q: 3 clusters Score -457074.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -457078.687500 Penalty: 2690.076172
	Iteration 26Q: 3 clusters Score -457078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -457079.312500 Penalty: 2690.076172
	Iteration 27Q: 3 clusters Score -457079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -457079.312500 Penalty: 2690.076172
	Iteration 28F: 3 clusters Score -457079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Entering Unmasked Estep 
Score: -351646.750000 Penalty: 1300.709473
	Iteration 0F: 2 clusters Score -351646.8 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 1480 members 
Entering Unmasked Estep 
Score: -348920.750000 Penalty: 2601.418945
	Iteration 0F: 3 clusters Score -348920.8 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -349578.218750 Penalty: 2601.418945
	Iteration 1F: 3 clusters Score -349578.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -349712.375000 Penalty: 2601.418945
	Iteration 2F: 3 clusters Score -349712.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -349798.218750 Penalty: 2601.418945
	Iteration 3Q: 3 clusters Score -349798.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -349877.156250 Penalty: 2601.418945
	Iteration 4Q: 3 clusters Score -349877.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -349968.218750 Penalty: 2601.418945
	Iteration 5Q: 3 clusters Score -349968.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -350062.562500 Penalty: 2601.418945
	Iteration 6Q: 3 clusters Score -350062.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -350152.062500 Penalty: 2601.418945
	Iteration 7Q: 3 clusters Score -350152.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -350223.156250 Penalty: 2601.418945
	Iteration 8Q: 3 clusters Score -350223.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -350282.031250 Penalty: 2601.418945
	Iteration 9Q: 3 clusters Score -350282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -350327.531250 Penalty: 2601.418945
	Iteration 10Q: 3 clusters Score -350327.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -350362.687500 Penalty: 2601.418945
	Iteration 11Q: 3 clusters Score -350362.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -350402.093750 Penalty: 2601.418945
	Iteration 12Q: 3 clusters Score -350402.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -350436.218750 Penalty: 2601.418945
	Iteration 13Q: 3 clusters Score -350436.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -350470.812500 Penalty: 2601.418945
	Iteration 14Q: 3 clusters Score -350470.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -350504.531250 Penalty: 2601.418945
	Iteration 15Q: 3 clusters Score -350504.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -350529.031250 Penalty: 2601.418945
	Iteration 16Q: 3 clusters Score -350529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -350554.406250 Penalty: 2601.418945
	Iteration 17Q: 3 clusters Score -350554.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -350569.500000 Penalty: 2601.418945
	Iteration 18Q: 3 clusters Score -350569.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -350583.593750 Penalty: 2601.418945
	Iteration 19Q: 3 clusters Score -350583.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -350589.531250 Penalty: 2601.418945
	Iteration 20F: 3 clusters Score -350589.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -350596.625000 Penalty: 2601.418945
	Iteration 21Q: 3 clusters Score -350596.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -350602.843750 Penalty: 2601.418945
	Iteration 22Q: 3 clusters Score -350602.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -350612.875000 Penalty: 2601.418945
	Iteration 23Q: 3 clusters Score -350612.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -350623.281250 Penalty: 2601.418945
	Iteration 24Q: 3 clusters Score -350623.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -350636.437500 Penalty: 2601.418945
	Iteration 25Q: 3 clusters Score -350636.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -350641.968750 Penalty: 2601.418945
	Iteration 26Q: 3 clusters Score -350642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -350644.468750 Penalty: 2601.418945
	Iteration 27Q: 3 clusters Score -350644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -350645.562500 Penalty: 2601.418945
	Iteration 28Q: 3 clusters Score -350645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -350646.656250 Penalty: 2601.418945
	Iteration 29Q: 3 clusters Score -350646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -350648.375000 Penalty: 2601.418945
	Iteration 30Q: 3 clusters Score -350648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -350648.687500 Penalty: 2601.418945
	Iteration 31Q: 3 clusters Score -350648.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -350648.687500 Penalty: 2601.418945
	Iteration 32F: 3 clusters Score -350648.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Entering Unmasked Estep 
Score: -2619407.750000 Penalty: 1626.655396
	Iteration 0F: 2 clusters Score -2619408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2604344.250000 Penalty: 3253.310791
	Iteration 0F: 3 clusters Score -2604344 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2609797.500000 Penalty: 3253.310791
	Iteration 1F: 3 clusters Score -2609798 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2610137.750000 Penalty: 3253.310791
	Iteration 2Q: 3 clusters Score -2610138 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2610487.750000 Penalty: 3253.310791
	Iteration 3Q: 3 clusters Score -2610488 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2610962.250000 Penalty: 3253.310791
	Iteration 4Q: 3 clusters Score -2610962 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2611561.250000 Penalty: 3253.310791
	Iteration 5F: 3 clusters Score -2611561 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2612332.250000 Penalty: 3253.310791
	Iteration 6F: 3 clusters Score -2612332 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2613388.750000 Penalty: 3253.310791
	Iteration 7F: 3 clusters Score -2613389 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2614699.750000 Penalty: 3253.310791
	Iteration 8F: 3 clusters Score -2614700 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2615830.000000 Penalty: 3253.310791
	Iteration 9F: 3 clusters Score -2615830 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2616556.250000 Penalty: 3253.310791
	Iteration 10Q: 3 clusters Score -2616556 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2616886.250000 Penalty: 3253.310791
	Iteration 11Q: 3 clusters Score -2616886 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2617030.250000 Penalty: 3253.310791
	Iteration 12Q: 3 clusters Score -2617030 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2617120.750000 Penalty: 3253.310791
	Iteration 13Q: 3 clusters Score -2617121 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2617176.250000 Penalty: 3253.310791
	Iteration 14Q: 3 clusters Score -2617176 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2617236.000000 Penalty: 3253.310791
	Iteration 15Q: 3 clusters Score -2617236 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2617288.750000 Penalty: 3253.310791
	Iteration 16Q: 3 clusters Score -2617289 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2617327.000000 Penalty: 3253.310791
	Iteration 17Q: 3 clusters Score -2617327 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2617353.750000 Penalty: 3253.310791
	Iteration 18Q: 3 clusters Score -2617354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2617384.000000 Penalty: 3253.310791
	Iteration 19Q: 3 clusters Score -2617384 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2617424.000000 Penalty: 3253.310791
	Iteration 20F: 3 clusters Score -2617424 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2617442.250000 Penalty: 3253.310791
	Iteration 21Q: 3 clusters Score -2617442 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2617489.500000 Penalty: 3253.310791
	Iteration 22Q: 3 clusters Score -2617490 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2617534.500000 Penalty: 3253.310791
	Iteration 23Q: 3 clusters Score -2617534 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2617563.500000 Penalty: 3253.310791
	Iteration 24Q: 3 clusters Score -2617564 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2617577.750000 Penalty: 3253.310791
	Iteration 25Q: 3 clusters Score -2617578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2617598.250000 Penalty: 3253.310791
	Iteration 26Q: 3 clusters Score -2617598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2617616.500000 Penalty: 3253.310791
	Iteration 27Q: 3 clusters Score -2617616 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2617630.250000 Penalty: 3253.310791
	Iteration 28Q: 3 clusters Score -2617630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2617645.500000 Penalty: 3253.310791
	Iteration 29Q: 3 clusters Score -2617646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2617665.750000 Penalty: 3253.310791
	Iteration 30Q: 3 clusters Score -2617666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2617679.000000 Penalty: 3253.310791
	Iteration 31Q: 3 clusters Score -2617679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2617684.000000 Penalty: 3253.310791
	Iteration 32Q: 3 clusters Score -2617684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2617685.250000 Penalty: 3253.310791
	Iteration 33Q: 3 clusters Score -2617685 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2617703.750000 Penalty: 3253.310791
	Iteration 34Q: 3 clusters Score -2617704 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2617725.750000 Penalty: 3253.310791
	Iteration 35Q: 3 clusters Score -2617726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2617743.500000 Penalty: 3253.310791
	Iteration 36Q: 3 clusters Score -2617744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2617752.500000 Penalty: 3253.310791
	Iteration 37Q: 3 clusters Score -2617752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2617758.500000 Penalty: 3253.310791
	Iteration 38Q: 3 clusters Score -2617758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2617776.000000 Penalty: 3253.310791
	Iteration 39Q: 3 clusters Score -2617776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2617782.250000 Penalty: 3253.310791
	Iteration 40F: 3 clusters Score -2617782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2617791.000000 Penalty: 3253.310791
	Iteration 41Q: 3 clusters Score -2617791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2617799.500000 Penalty: 3253.310791
	Iteration 42Q: 3 clusters Score -2617800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2617806.250000 Penalty: 3253.310791
	Iteration 43Q: 3 clusters Score -2617806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2617815.250000 Penalty: 3253.310791
	Iteration 44Q: 3 clusters Score -2617815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2617823.500000 Penalty: 3253.310791
	Iteration 45Q: 3 clusters Score -2617824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2617820.500000 Penalty: 3253.310791
	Iteration 46Q: 3 clusters Score -2617820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2617820.250000 Penalty: 3253.310791
	Iteration 47Q: 3 clusters Score -2617820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2617831.250000 Penalty: 3253.310791
	Iteration 48Q: 3 clusters Score -2617831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2617831.750000 Penalty: 3253.310791
	Iteration 49Q: 3 clusters Score -2617832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2617839.500000 Penalty: 3253.310791
	Iteration 50Q: 3 clusters Score -2617840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2617841.250000 Penalty: 3253.310791
	Iteration 51Q: 3 clusters Score -2617841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2617846.250000 Penalty: 3253.310791
	Iteration 52Q: 3 clusters Score -2617846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2617848.500000 Penalty: 3253.310791
	Iteration 53Q: 3 clusters Score -2617848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2617855.250000 Penalty: 3253.310791
	Iteration 54Q: 3 clusters Score -2617855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2617862.250000 Penalty: 3253.310791
	Iteration 55Q: 3 clusters Score -2617862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2617863.750000 Penalty: 3253.310791
	Iteration 56Q: 3 clusters Score -2617864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2617862.000000 Penalty: 3253.310791
	Iteration 57Q: 3 clusters Score -2617862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2617865.250000 Penalty: 3253.310791
	Iteration 58Q: 3 clusters Score -2617865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2617867.000000 Penalty: 3253.310791
	Iteration 59Q: 3 clusters Score -2617867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2617878.500000 Penalty: 3253.310791
	Iteration 60F: 3 clusters Score -2617878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2617882.750000 Penalty: 3253.310791
	Iteration 61Q: 3 clusters Score -2617883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2617878.750000 Penalty: 3253.310791
	Iteration 62Q: 3 clusters Score -2617879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2617882.000000 Penalty: 3253.310791
	Iteration 63Q: 3 clusters Score -2617882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2617886.250000 Penalty: 3253.310791
	Iteration 64Q: 3 clusters Score -2617886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2617888.000000 Penalty: 3253.310791
	Iteration 65Q: 3 clusters Score -2617888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2617885.750000 Penalty: 3253.310791
	Iteration 66Q: 3 clusters Score -2617886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2617887.000000 Penalty: 3253.310791
	Iteration 67Q: 3 clusters Score -2617887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2617889.750000 Penalty: 3253.310791
	Iteration 68Q: 3 clusters Score -2617890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2617891.500000 Penalty: 3253.310791
	Iteration 69Q: 3 clusters Score -2617892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2617897.000000 Penalty: 3253.310791
	Iteration 70Q: 3 clusters Score -2617897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2617895.250000 Penalty: 3253.310791
	Iteration 71Q: 3 clusters Score -2617895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2617895.250000 Penalty: 3253.310791
	Iteration 72Q: 3 clusters Score -2617895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2617894.250000 Penalty: 3253.310791
	Iteration 73Q: 3 clusters Score -2617894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2617901.750000 Penalty: 3253.310791
	Iteration 74Q: 3 clusters Score -2617902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2617900.750000 Penalty: 3253.310791
	Iteration 75Q: 3 clusters Score -2617901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2617903.250000 Penalty: 3253.310791
	Iteration 76Q: 3 clusters Score -2617903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2617905.750000 Penalty: 3253.310791
	Iteration 77Q: 3 clusters Score -2617906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2617912.250000 Penalty: 3253.310791
	Iteration 78Q: 3 clusters Score -2617912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2617915.000000 Penalty: 3253.310791
	Iteration 79Q: 3 clusters Score -2617915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2617920.750000 Penalty: 3253.310791
	Iteration 80F: 3 clusters Score -2617921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2617918.750000 Penalty: 3253.310791
	Iteration 81Q: 3 clusters Score -2617919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2617919.750000 Penalty: 3253.310791
	Iteration 82Q: 3 clusters Score -2617920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2617921.000000 Penalty: 3253.310791
	Iteration 83Q: 3 clusters Score -2617921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2617923.000000 Penalty: 3253.310791
	Iteration 84Q: 3 clusters Score -2617923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2617927.000000 Penalty: 3253.310791
	Iteration 85Q: 3 clusters Score -2617927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2617930.750000 Penalty: 3253.310791
	Iteration 86Q: 3 clusters Score -2617931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2617931.000000 Penalty: 3253.310791
	Iteration 87Q: 3 clusters Score -2617931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2617932.500000 Penalty: 3253.310791
	Iteration 88Q: 3 clusters Score -2617932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2617938.250000 Penalty: 3253.310791
	Iteration 89Q: 3 clusters Score -2617938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2617936.500000 Penalty: 3253.310791
	Iteration 90Q: 3 clusters Score -2617936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2617939.250000 Penalty: 3253.310791
	Iteration 91Q: 3 clusters Score -2617939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2617940.750000 Penalty: 3253.310791
	Iteration 92Q: 3 clusters Score -2617941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2617944.500000 Penalty: 3253.310791
	Iteration 93Q: 3 clusters Score -2617944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2617942.750000 Penalty: 3253.310791
	Iteration 94Q: 3 clusters Score -2617943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2617941.500000 Penalty: 3253.310791
	Iteration 95Q: 3 clusters Score -2617942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2617944.500000 Penalty: 3253.310791
	Iteration 96Q: 3 clusters Score -2617944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2617945.000000 Penalty: 3253.310791
	Iteration 97Q: 3 clusters Score -2617945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2617944.500000 Penalty: 3253.310791
	Iteration 98Q: 3 clusters Score -2617944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2617942.500000 Penalty: 3253.310791
	Iteration 99Q: 3 clusters Score -2617942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2617944.250000 Penalty: 3253.310791
	Iteration 100F: 3 clusters Score -2617944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2617945.500000 Penalty: 3253.310791
	Iteration 101Q: 3 clusters Score -2617946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2617944.000000 Penalty: 3253.310791
	Iteration 102Q: 3 clusters Score -2617944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2617944.000000 Penalty: 3253.310791
	Iteration 103F: 3 clusters Score -2617944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Entering Unmasked Estep 
Score: -327971.656250 Penalty: 1292.128418
	Iteration 0F: 2 clusters Score -327971.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -325299.656250 Penalty: 2584.256836
	Iteration 0F: 3 clusters Score -325299.7 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -325945.156250 Penalty: 2584.256836
	Iteration 1F: 3 clusters Score -325945.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -326074.875000 Penalty: 2584.256836
	Iteration 2F: 3 clusters Score -326074.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -326158.093750 Penalty: 2584.256836
	Iteration 3Q: 3 clusters Score -326158.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -326218.187500 Penalty: 2584.256836
	Iteration 4Q: 3 clusters Score -326218.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -326259.125000 Penalty: 2584.256836
	Iteration 5Q: 3 clusters Score -326259.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -326287.843750 Penalty: 2584.256836
	Iteration 6Q: 3 clusters Score -326287.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -326312.500000 Penalty: 2584.256836
	Iteration 7Q: 3 clusters Score -326312.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -326334.062500 Penalty: 2584.256836
	Iteration 8Q: 3 clusters Score -326334.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -326353.250000 Penalty: 2584.256836
	Iteration 9Q: 3 clusters Score -326353.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -326372.843750 Penalty: 2584.256836
	Iteration 10Q: 3 clusters Score -326372.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -326393.281250 Penalty: 2584.256836
	Iteration 11Q: 3 clusters Score -326393.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -326407.937500 Penalty: 2584.256836
	Iteration 12Q: 3 clusters Score -326407.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -326421.218750 Penalty: 2584.256836
	Iteration 13Q: 3 clusters Score -326421.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -326435.875000 Penalty: 2584.256836
	Iteration 14Q: 3 clusters Score -326435.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -326448.375000 Penalty: 2584.256836
	Iteration 15Q: 3 clusters Score -326448.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -326460.593750 Penalty: 2584.256836
	Iteration 16Q: 3 clusters Score -326460.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -326468.593750 Penalty: 2584.256836
	Iteration 17Q: 3 clusters Score -326468.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -326476.343750 Penalty: 2584.256836
	Iteration 18Q: 3 clusters Score -326476.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -326480.656250 Penalty: 2584.256836
	Iteration 19Q: 3 clusters Score -326480.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -326486.656250 Penalty: 2584.256836
	Iteration 20F: 3 clusters Score -326486.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -326492.218750 Penalty: 2584.256836
	Iteration 21Q: 3 clusters Score -326492.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -326499.656250 Penalty: 2584.256836
	Iteration 22Q: 3 clusters Score -326499.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -326505.937500 Penalty: 2584.256836
	Iteration 23Q: 3 clusters Score -326505.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -326511.781250 Penalty: 2584.256836
	Iteration 24Q: 3 clusters Score -326511.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -326518.531250 Penalty: 2584.256836
	Iteration 25Q: 3 clusters Score -326518.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -326526.468750 Penalty: 2584.256836
	Iteration 26Q: 3 clusters Score -326526.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -326533.968750 Penalty: 2584.256836
	Iteration 27Q: 3 clusters Score -326534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -326536.437500 Penalty: 2584.256836
	Iteration 28Q: 3 clusters Score -326536.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -326539.062500 Penalty: 2584.256836
	Iteration 29Q: 3 clusters Score -326539.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -326541.000000 Penalty: 2584.256836
	Iteration 30Q: 3 clusters Score -326541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -326542.562500 Penalty: 2584.256836
	Iteration 31Q: 3 clusters Score -326542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -326543.125000 Penalty: 2584.256836
	Iteration 32Q: 3 clusters Score -326543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -326544.437500 Penalty: 2584.256836
	Iteration 33Q: 3 clusters Score -326544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -326545.437500 Penalty: 2584.256836
	Iteration 34Q: 3 clusters Score -326545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -326546.375000 Penalty: 2584.256836
	Iteration 35Q: 3 clusters Score -326546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -326548.593750 Penalty: 2584.256836
	Iteration 36Q: 3 clusters Score -326548.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -326552.750000 Penalty: 2584.256836
	Iteration 37Q: 3 clusters Score -326552.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -326556.531250 Penalty: 2584.256836
	Iteration 38Q: 3 clusters Score -326556.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -326560.250000 Penalty: 2584.256836
	Iteration 39Q: 3 clusters Score -326560.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -326565.406250 Penalty: 2584.256836
	Iteration 40F: 3 clusters Score -326565.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -326571.093750 Penalty: 2584.256836
	Iteration 41Q: 3 clusters Score -326571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -326575.093750 Penalty: 2584.256836
	Iteration 42Q: 3 clusters Score -326575.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -326578.375000 Penalty: 2584.256836
	Iteration 43Q: 3 clusters Score -326578.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -326581.687500 Penalty: 2584.256836
	Iteration 44Q: 3 clusters Score -326581.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -326586.406250 Penalty: 2584.256836
	Iteration 45Q: 3 clusters Score -326586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -326587.781250 Penalty: 2584.256836
	Iteration 46Q: 3 clusters Score -326587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -326589.468750 Penalty: 2584.256836
	Iteration 47Q: 3 clusters Score -326589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -326591.093750 Penalty: 2584.256836
	Iteration 48Q: 3 clusters Score -326591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -326591.437500 Penalty: 2584.256836
	Iteration 49Q: 3 clusters Score -326591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -326592.031250 Penalty: 2584.256836
	Iteration 50Q: 3 clusters Score -326592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -326592.031250 Penalty: 2584.256836
	Iteration 51F: 3 clusters Score -326592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -304365.187500 Penalty: 1288.716919
	Iteration 0F: 2 clusters Score -304365.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -301815.656250 Penalty: 2577.433838
	Iteration 0F: 3 clusters Score -301815.7 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -302579.968750 Penalty: 2577.433838
	Iteration 1F: 3 clusters Score -302580 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -302981.093750 Penalty: 2577.433838
	Iteration 2F: 3 clusters Score -302981.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -303355.625000 Penalty: 2577.433838
	Iteration 3F: 3 clusters Score -303355.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -303695.093750 Penalty: 2577.433838
	Iteration 4F: 3 clusters Score -303695.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -303941.750000 Penalty: 2577.433838
	Iteration 5F: 3 clusters Score -303941.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -304096.875000 Penalty: 2577.433838
	Iteration 6F: 3 clusters Score -304096.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -304166.031250 Penalty: 2577.433838
	Iteration 7Q: 3 clusters Score -304166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -304196.343750 Penalty: 2577.433838
	Iteration 8Q: 3 clusters Score -304196.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -304212.468750 Penalty: 2577.433838
	Iteration 9Q: 3 clusters Score -304212.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -304227.531250 Penalty: 2577.433838
	Iteration 10Q: 3 clusters Score -304227.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -304238.968750 Penalty: 2577.433838
	Iteration 11Q: 3 clusters Score -304239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -304242.656250 Penalty: 2577.433838
	Iteration 12Q: 3 clusters Score -304242.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -304245.031250 Penalty: 2577.433838
	Iteration 13Q: 3 clusters Score -304245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -304245.687500 Penalty: 2577.433838
	Iteration 14Q: 3 clusters Score -304245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -304245.687500 Penalty: 2577.433838
	Iteration 15Q: 3 clusters Score -304245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -304245.687500 Penalty: 2577.433838
	Iteration 16F: 3 clusters Score -304245.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Entering Unmasked Estep 
Score: -1221716.750000 Penalty: 1515.342651
	Iteration 0F: 2 clusters Score -1221717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1213726.125000 Penalty: 3030.685303
	Iteration 0F: 3 clusters Score -1213726 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1216415.750000 Penalty: 3030.685303
	Iteration 1F: 3 clusters Score -1216416 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1216720.375000 Penalty: 3030.685303
	Iteration 2F: 3 clusters Score -1216720 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1217018.875000 Penalty: 3030.685303
	Iteration 3F: 3 clusters Score -1217019 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1217342.500000 Penalty: 3030.685303
	Iteration 4F: 3 clusters Score -1217342 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1217739.250000 Penalty: 3030.685303
	Iteration 5F: 3 clusters Score -1217739 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1218215.250000 Penalty: 3030.685303
	Iteration 6F: 3 clusters Score -1218215 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1218716.500000 Penalty: 3030.685303
	Iteration 7F: 3 clusters Score -1218716 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1219163.500000 Penalty: 3030.685303
	Iteration 8F: 3 clusters Score -1219164 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1219543.000000 Penalty: 3030.685303
	Iteration 9Q: 3 clusters Score -1219543 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1219860.000000 Penalty: 3030.685303
	Iteration 10Q: 3 clusters Score -1219860 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1220118.250000 Penalty: 3030.685303
	Iteration 11Q: 3 clusters Score -1220118 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1220325.375000 Penalty: 3030.685303
	Iteration 12Q: 3 clusters Score -1220325 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1220450.625000 Penalty: 3030.685303
	Iteration 13Q: 3 clusters Score -1220451 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1220525.375000 Penalty: 3030.685303
	Iteration 14Q: 3 clusters Score -1220525 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1220570.375000 Penalty: 3030.685303
	Iteration 15Q: 3 clusters Score -1220570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1220594.500000 Penalty: 3030.685303
	Iteration 16Q: 3 clusters Score -1220594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1220611.875000 Penalty: 3030.685303
	Iteration 17Q: 3 clusters Score -1220612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1220623.000000 Penalty: 3030.685303
	Iteration 18Q: 3 clusters Score -1220623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1220633.375000 Penalty: 3030.685303
	Iteration 19Q: 3 clusters Score -1220633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1220639.500000 Penalty: 3030.685303
	Iteration 20F: 3 clusters Score -1220640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1220642.500000 Penalty: 3030.685303
	Iteration 21Q: 3 clusters Score -1220642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1220651.875000 Penalty: 3030.685303
	Iteration 22Q: 3 clusters Score -1220652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1220653.875000 Penalty: 3030.685303
	Iteration 23Q: 3 clusters Score -1220654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1220655.125000 Penalty: 3030.685303
	Iteration 24Q: 3 clusters Score -1220655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1220658.750000 Penalty: 3030.685303
	Iteration 25Q: 3 clusters Score -1220659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1220661.250000 Penalty: 3030.685303
	Iteration 26Q: 3 clusters Score -1220661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1220663.250000 Penalty: 3030.685303
	Iteration 27Q: 3 clusters Score -1220663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1220667.875000 Penalty: 3030.685303
	Iteration 28Q: 3 clusters Score -1220668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1220666.750000 Penalty: 3030.685303
	Iteration 29Q: 3 clusters Score -1220667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1220668.500000 Penalty: 3030.685303
	Iteration 30Q: 3 clusters Score -1220668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1220668.500000 Penalty: 3030.685303
	Iteration 31F: 3 clusters Score -1220668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Entering Unmasked Estep 
Score: -2828360.000000 Penalty: 1645.889282
	Iteration 0F: 2 clusters Score -2828360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2811479.750000 Penalty: 3291.778564
	Iteration 0F: 3 clusters Score -2811480 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2817746.750000 Penalty: 3291.778564
	Iteration 1F: 3 clusters Score -2817747 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2818156.500000 Penalty: 3291.778564
	Iteration 2Q: 3 clusters Score -2818156 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2818582.500000 Penalty: 3291.778564
	Iteration 3Q: 3 clusters Score -2818582 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2818998.500000 Penalty: 3291.778564
	Iteration 4Q: 3 clusters Score -2818998 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2819558.750000 Penalty: 3291.778564
	Iteration 5Q: 3 clusters Score -2819559 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2820396.250000 Penalty: 3291.778564
	Iteration 6F: 3 clusters Score -2820396 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2821569.750000 Penalty: 3291.778564
	Iteration 7F: 3 clusters Score -2821570 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2823098.750000 Penalty: 3291.778564
	Iteration 8F: 3 clusters Score -2823099 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -2824564.750000 Penalty: 3291.778564
	Iteration 9F: 3 clusters Score -2824565 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2825695.250000 Penalty: 3291.778564
	Iteration 10Q: 3 clusters Score -2825695 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2826342.750000 Penalty: 3291.778564
	Iteration 11Q: 3 clusters Score -2826343 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -2826622.750000 Penalty: 3291.778564
	Iteration 12Q: 3 clusters Score -2826623 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2826758.250000 Penalty: 3291.778564
	Iteration 13Q: 3 clusters Score -2826758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -2826817.500000 Penalty: 3291.778564
	Iteration 14Q: 3 clusters Score -2826818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -2826862.250000 Penalty: 3291.778564
	Iteration 15Q: 3 clusters Score -2826862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -2826894.500000 Penalty: 3291.778564
	Iteration 16Q: 3 clusters Score -2826894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -2826917.750000 Penalty: 3291.778564
	Iteration 17Q: 3 clusters Score -2826918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -2826929.500000 Penalty: 3291.778564
	Iteration 18Q: 3 clusters Score -2826930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -2826932.750000 Penalty: 3291.778564
	Iteration 19Q: 3 clusters Score -2826933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2826940.250000 Penalty: 3291.778564
	Iteration 20F: 3 clusters Score -2826940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2826943.500000 Penalty: 3291.778564
	Iteration 21Q: 3 clusters Score -2826944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -2826951.500000 Penalty: 3291.778564
	Iteration 22Q: 3 clusters Score -2826952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -2826952.500000 Penalty: 3291.778564
	Iteration 23Q: 3 clusters Score -2826952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2826957.000000 Penalty: 3291.778564
	Iteration 24Q: 3 clusters Score -2826957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -2826958.250000 Penalty: 3291.778564
	Iteration 25Q: 3 clusters Score -2826958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -2826958.250000 Penalty: 3291.778564
	Iteration 26F: 3 clusters Score -2826958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -103086.523438 Penalty: 1106.109741
	Iteration 0F: 2 clusters Score -103086.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101713.937500 Penalty: 2212.219482
	Iteration 0F: 3 clusters Score -101713.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101912.460938 Penalty: 2212.219482
	Iteration 1F: 3 clusters Score -101912.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101954.812500 Penalty: 2212.219482
	Iteration 2Q: 3 clusters Score -101954.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101991.875000 Penalty: 2212.219482
	Iteration 3Q: 3 clusters Score -101991.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102018.351562 Penalty: 2212.219482
	Iteration 4Q: 3 clusters Score -102018.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102032.453125 Penalty: 2212.219482
	Iteration 5Q: 3 clusters Score -102032.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102039.992188 Penalty: 2212.219482
	Iteration 6Q: 3 clusters Score -102040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102048.054688 Penalty: 2212.219482
	Iteration 7Q: 3 clusters Score -102048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102051.398438 Penalty: 2212.219482
	Iteration 8Q: 3 clusters Score -102051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102055.109375 Penalty: 2212.219482
	Iteration 9Q: 3 clusters Score -102055.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102057.875000 Penalty: 2212.219482
	Iteration 10Q: 3 clusters Score -102057.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102059.585938 Penalty: 2212.219482
	Iteration 11Q: 3 clusters Score -102059.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102059.585938 Penalty: 2212.219482
	Iteration 12F: 3 clusters Score -102059.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Entering Unmasked Estep 
Score: -3150605.000000 Penalty: 1657.716187
	Iteration 0F: 2 clusters Score -3150605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3132420.750000 Penalty: 3315.432373
	Iteration 0F: 3 clusters Score -3132421 nChanged 12287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3139535.750000 Penalty: 3315.432373
	Iteration 1F: 3 clusters Score -3139536 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3140277.750000 Penalty: 3315.432373
	Iteration 2F: 3 clusters Score -3140278 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3141345.000000 Penalty: 3315.432373
	Iteration 3F: 3 clusters Score -3141345 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3142884.000000 Penalty: 3315.432373
	Iteration 4F: 3 clusters Score -3142884 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3144802.000000 Penalty: 3315.432373
	Iteration 5F: 3 clusters Score -3144802 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3146727.250000 Penalty: 3315.432373
	Iteration 6F: 3 clusters Score -3146727 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3148033.500000 Penalty: 3315.432373
	Iteration 7Q: 3 clusters Score -3148034 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3148657.000000 Penalty: 3315.432373
	Iteration 8Q: 3 clusters Score -3148657 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3148918.750000 Penalty: 3315.432373
	Iteration 9Q: 3 clusters Score -3148919 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3149011.250000 Penalty: 3315.432373
	Iteration 10Q: 3 clusters Score -3149011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3149056.250000 Penalty: 3315.432373
	Iteration 11Q: 3 clusters Score -3149056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3149084.000000 Penalty: 3315.432373
	Iteration 12Q: 3 clusters Score -3149084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3149099.000000 Penalty: 3315.432373
	Iteration 13Q: 3 clusters Score -3149099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3149104.000000 Penalty: 3315.432373
	Iteration 14Q: 3 clusters Score -3149104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3149106.250000 Penalty: 3315.432373
	Iteration 15Q: 3 clusters Score -3149106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3149106.250000 Penalty: 3315.432373
	Iteration 16F: 3 clusters Score -3149106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -203327.859375 Penalty: 1215.844360
	Iteration 0F: 2 clusters Score -203327.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -201373.281250 Penalty: 2431.688721
	Iteration 0F: 3 clusters Score -201373.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -201785.718750 Penalty: 2431.688721
	Iteration 1F: 3 clusters Score -201785.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -201877.375000 Penalty: 2431.688721
	Iteration 2F: 3 clusters Score -201877.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -201918.375000 Penalty: 2431.688721
	Iteration 3Q: 3 clusters Score -201918.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -201939.250000 Penalty: 2431.688721
	Iteration 4Q: 3 clusters Score -201939.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -201950.421875 Penalty: 2431.688721
	Iteration 5Q: 3 clusters Score -201950.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -201963.062500 Penalty: 2431.688721
	Iteration 6Q: 3 clusters Score -201963.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -201977.765625 Penalty: 2431.688721
	Iteration 7Q: 3 clusters Score -201977.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -201987.640625 Penalty: 2431.688721
	Iteration 8Q: 3 clusters Score -201987.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -201993.656250 Penalty: 2431.688721
	Iteration 9Q: 3 clusters Score -201993.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -202003.234375 Penalty: 2431.688721
	Iteration 10Q: 3 clusters Score -202003.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -202012.109375 Penalty: 2431.688721
	Iteration 11Q: 3 clusters Score -202012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -202014.468750 Penalty: 2431.688721
	Iteration 12Q: 3 clusters Score -202014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -202015.937500 Penalty: 2431.688721
	Iteration 13Q: 3 clusters Score -202015.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -202020.109375 Penalty: 2431.688721
	Iteration 14Q: 3 clusters Score -202020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -202022.375000 Penalty: 2431.688721
	Iteration 15Q: 3 clusters Score -202022.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -202025.125000 Penalty: 2431.688721
	Iteration 16Q: 3 clusters Score -202025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -202026.781250 Penalty: 2431.688721
	Iteration 17Q: 3 clusters Score -202026.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -202027.500000 Penalty: 2431.688721
	Iteration 18Q: 3 clusters Score -202027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202028.218750 Penalty: 2431.688721
	Iteration 19Q: 3 clusters Score -202028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -202028.937500 Penalty: 2431.688721
	Iteration 20F: 3 clusters Score -202028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -202029.031250 Penalty: 2431.688721
	Iteration 21Q: 3 clusters Score -202029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -202029.031250 Penalty: 2431.688721
	Iteration 22F: 3 clusters Score -202029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -14014.414062 Penalty: 850.055176
	Iteration 0F: 2 clusters Score -14014.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13406.016602 Penalty: 1700.110352
	Iteration 0F: 3 clusters Score -13406.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13527.970703 Penalty: 1700.110352
	Iteration 1F: 3 clusters Score -13527.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13577.942383 Penalty: 1700.110352
	Iteration 2F: 3 clusters Score -13577.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13603.697266 Penalty: 1700.110352
	Iteration 3Q: 3 clusters Score -13603.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13605.391602 Penalty: 1700.110352
	Iteration 4Q: 3 clusters Score -13605.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13605.391602 Penalty: 1700.110352
	Iteration 5F: 3 clusters Score -13605.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -123533.875000 Penalty: 1152.947876
	Iteration 0F: 2 clusters Score -123533.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -121994.101562 Penalty: 2305.895752
	Iteration 0F: 3 clusters Score -121994.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122322.164062 Penalty: 2305.895752
	Iteration 1F: 3 clusters Score -122322.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122425.500000 Penalty: 2305.895752
	Iteration 2F: 3 clusters Score -122425.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -122478.265625 Penalty: 2305.895752
	Iteration 3Q: 3 clusters Score -122478.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122509.460938 Penalty: 2305.895752
	Iteration 4Q: 3 clusters Score -122509.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -122524.000000 Penalty: 2305.895752
	Iteration 5Q: 3 clusters Score -122524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -122531.921875 Penalty: 2305.895752
	Iteration 6Q: 3 clusters Score -122531.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122540.351562 Penalty: 2305.895752
	Iteration 7Q: 3 clusters Score -122540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -122546.179688 Penalty: 2305.895752
	Iteration 8Q: 3 clusters Score -122546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122552.789062 Penalty: 2305.895752
	Iteration 9Q: 3 clusters Score -122552.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -122558.179688 Penalty: 2305.895752
	Iteration 10Q: 3 clusters Score -122558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122561.187500 Penalty: 2305.895752
	Iteration 11Q: 3 clusters Score -122561.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122567.812500 Penalty: 2305.895752
	Iteration 12Q: 3 clusters Score -122567.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122578.367188 Penalty: 2305.895752
	Iteration 13Q: 3 clusters Score -122578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -122585.968750 Penalty: 2305.895752
	Iteration 14Q: 3 clusters Score -122586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -122590.367188 Penalty: 2305.895752
	Iteration 15Q: 3 clusters Score -122590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -122592.796875 Penalty: 2305.895752
	Iteration 16Q: 3 clusters Score -122592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122593.234375 Penalty: 2305.895752
	Iteration 17Q: 3 clusters Score -122593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122593.234375 Penalty: 2305.895752
	Iteration 18F: 3 clusters Score -122593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Entering Unmasked Estep 
Score: -1083647.000000 Penalty: 1486.901855
	Iteration 0F: 2 clusters Score -1083647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1076802.125000 Penalty: 2973.803711
	Iteration 0F: 3 clusters Score -1076802 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1078988.875000 Penalty: 2973.803711
	Iteration 1F: 3 clusters Score -1078989 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1079199.375000 Penalty: 2973.803711
	Iteration 2F: 3 clusters Score -1079199 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1079361.750000 Penalty: 2973.803711
	Iteration 3Q: 3 clusters Score -1079362 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1079500.750000 Penalty: 2973.803711
	Iteration 4Q: 3 clusters Score -1079501 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1079638.000000 Penalty: 2973.803711
	Iteration 5Q: 3 clusters Score -1079638 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1079761.000000 Penalty: 2973.803711
	Iteration 6Q: 3 clusters Score -1079761 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1079887.125000 Penalty: 2973.803711
	Iteration 7Q: 3 clusters Score -1079887 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1080029.375000 Penalty: 2973.803711
	Iteration 8Q: 3 clusters Score -1080029 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1080168.875000 Penalty: 2973.803711
	Iteration 9Q: 3 clusters Score -1080169 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1080323.000000 Penalty: 2973.803711
	Iteration 10Q: 3 clusters Score -1080323 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1080480.625000 Penalty: 2973.803711
	Iteration 11Q: 3 clusters Score -1080481 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1080655.625000 Penalty: 2973.803711
	Iteration 12Q: 3 clusters Score -1080656 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1080832.500000 Penalty: 2973.803711
	Iteration 13Q: 3 clusters Score -1080832 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1081038.125000 Penalty: 2973.803711
	Iteration 14Q: 3 clusters Score -1081038 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1081241.250000 Penalty: 2973.803711
	Iteration 15Q: 3 clusters Score -1081241 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1081438.125000 Penalty: 2973.803711
	Iteration 16Q: 3 clusters Score -1081438 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1081635.375000 Penalty: 2973.803711
	Iteration 17Q: 3 clusters Score -1081635 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1081833.125000 Penalty: 2973.803711
	Iteration 18Q: 3 clusters Score -1081833 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1081997.000000 Penalty: 2973.803711
	Iteration 19Q: 3 clusters Score -1081997 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1082121.375000 Penalty: 2973.803711
	Iteration 20F: 3 clusters Score -1082121 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1082229.625000 Penalty: 2973.803711
	Iteration 21Q: 3 clusters Score -1082230 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1082308.750000 Penalty: 2973.803711
	Iteration 22Q: 3 clusters Score -1082309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1082363.000000 Penalty: 2973.803711
	Iteration 23Q: 3 clusters Score -1082363 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1082413.750000 Penalty: 2973.803711
	Iteration 24Q: 3 clusters Score -1082414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1082459.625000 Penalty: 2973.803711
	Iteration 25Q: 3 clusters Score -1082460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1082491.875000 Penalty: 2973.803711
	Iteration 26Q: 3 clusters Score -1082492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1082514.750000 Penalty: 2973.803711
	Iteration 27Q: 3 clusters Score -1082515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1082528.500000 Penalty: 2973.803711
	Iteration 28Q: 3 clusters Score -1082528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1082535.500000 Penalty: 2973.803711
	Iteration 29Q: 3 clusters Score -1082536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1082544.875000 Penalty: 2973.803711
	Iteration 30Q: 3 clusters Score -1082545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1082551.750000 Penalty: 2973.803711
	Iteration 31Q: 3 clusters Score -1082552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1082555.125000 Penalty: 2973.803711
	Iteration 32Q: 3 clusters Score -1082555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1082558.000000 Penalty: 2973.803711
	Iteration 33Q: 3 clusters Score -1082558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1082559.125000 Penalty: 2973.803711
	Iteration 34Q: 3 clusters Score -1082559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1082560.375000 Penalty: 2973.803711
	Iteration 35Q: 3 clusters Score -1082560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1082560.375000 Penalty: 2973.803711
	Iteration 36F: 3 clusters Score -1082560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5573 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27757 members 
Mstep: Class 7 contains 12835 members 
Mstep: Class 8 contains 108809 members 
Mstep: Class 9 contains 18301 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68671 members 
Mstep: Class 13 contains 111605 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 112504 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134208 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2994 members 
Mstep: Class 22 contains 22252 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11217 members 
Mstep: Class 26 contains 25048 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26939 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211200.000000 Penalty: 70409.367188
Iteration 279Q: 33 clusters Score -8.62112e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5575 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27759 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 108825 members 
Mstep: Class 9 contains 18297 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68690 members 
Mstep: Class 13 contains 111611 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 112472 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134204 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2989 members 
Mstep: Class 22 contains 22256 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2780 members 
Mstep: Class 25 contains 11217 members 
Mstep: Class 26 contains 25051 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26940 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211136.000000 Penalty: 70409.367188
Iteration 280F: 33 clusters Score -8.621114e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5575 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27758 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 108838 members 
Mstep: Class 9 contains 18291 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68700 members 
Mstep: Class 13 contains 111615 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 112453 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134206 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2984 members 
Mstep: Class 22 contains 22257 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11217 members 
Mstep: Class 26 contains 25054 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26944 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211224.000000 Penalty: 70409.367188
Iteration 281Q: 33 clusters Score -8.621122e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5576 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27756 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 108867 members 
Mstep: Class 9 contains 18288 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68706 members 
Mstep: Class 13 contains 111623 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 112428 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134215 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2970 members 
Mstep: Class 22 contains 22260 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11216 members 
Mstep: Class 26 contains 25056 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26943 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211272.000000 Penalty: 70409.367188
Iteration 282Q: 33 clusters Score -8.621127e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 4703 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27757 members 
Mstep: Class 7 contains 12832 members 
Mstep: Class 8 contains 108877 members 
Mstep: Class 9 contains 18287 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68711 members 
Mstep: Class 13 contains 111622 members 
Mstep: Class 14 contains 12656 members 
Mstep: Class 15 contains 112407 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134218 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2962 members 
Mstep: Class 22 contains 22266 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26947 members 
Mstep: Class 29 contains 1777 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211272.000000 Penalty: 70409.367188
Iteration 283Q: 33 clusters Score -8.621127e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27761 members 
Mstep: Class 7 contains 12831 members 
Mstep: Class 8 contains 108893 members 
Mstep: Class 9 contains 18283 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68720 members 
Mstep: Class 13 contains 111622 members 
Mstep: Class 14 contains 12656 members 
Mstep: Class 15 contains 112399 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134211 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2946 members 
Mstep: Class 22 contains 22270 members 
Mstep: Class 23 contains 2840 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26949 members 
Mstep: Class 29 contains 1777 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211160.000000 Penalty: 70409.367188
Iteration 284Q: 33 clusters Score -8.621116e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27767 members 
Mstep: Class 7 contains 12833 members 
Mstep: Class 8 contains 108899 members 
Mstep: Class 9 contains 18276 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68725 members 
Mstep: Class 13 contains 111623 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 112395 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134208 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2937 members 
Mstep: Class 22 contains 22271 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26948 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211224.000000 Penalty: 70409.367188
Iteration 285Q: 33 clusters Score -8.621122e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 15738 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27768 members 
Mstep: Class 7 contains 12834 members 
Mstep: Class 8 contains 108921 members 
Mstep: Class 9 contains 18270 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68733 members 
Mstep: Class 13 contains 111622 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 112381 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134199 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2926 members 
Mstep: Class 22 contains 22273 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25058 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26953 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211256.000000 Penalty: 70409.367188
Iteration 286Q: 33 clusters Score -8.621126e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 15738 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27773 members 
Mstep: Class 7 contains 12834 members 
Mstep: Class 8 contains 108918 members 
Mstep: Class 9 contains 18265 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68749 members 
Mstep: Class 13 contains 111632 members 
Mstep: Class 14 contains 12652 members 
Mstep: Class 15 contains 112357 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134202 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2920 members 
Mstep: Class 22 contains 22276 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25058 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26954 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211416.000000 Penalty: 70409.367188
Iteration 287Q: 33 clusters Score -8.621142e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27776 members 
Mstep: Class 7 contains 12836 members 
Mstep: Class 8 contains 108941 members 
Mstep: Class 9 contains 18264 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68763 members 
Mstep: Class 13 contains 111635 members 
Mstep: Class 14 contains 12652 members 
Mstep: Class 15 contains 112318 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134198 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 22282 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25060 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26954 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211360.000000 Penalty: 70409.367188
Iteration 288Q: 33 clusters Score -8.621136e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5586 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 27776 members 
Mstep: Class 7 contains 12837 members 
Mstep: Class 8 contains 108952 members 
Mstep: Class 9 contains 18262 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68776 members 
Mstep: Class 13 contains 111640 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 112292 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134193 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2898 members 
Mstep: Class 22 contains 22288 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25061 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26955 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211432.000000 Penalty: 70409.367188
Iteration 289Q: 33 clusters Score -8.621143e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5587 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 15738 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 27779 members 
Mstep: Class 7 contains 12840 members 
Mstep: Class 8 contains 108962 members 
Mstep: Class 9 contains 18261 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68781 members 
Mstep: Class 13 contains 111647 members 
Mstep: Class 14 contains 12654 members 
Mstep: Class 15 contains 112258 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134200 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 22294 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25062 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26955 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211456.000000 Penalty: 70409.367188
Iteration 290Q: 33 clusters Score -8.621146e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5587 members 
Mstep: Class 3 contains 4706 members 
Mstep: Class 4 contains 15738 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27781 members 
Mstep: Class 7 contains 12839 members 
Mstep: Class 8 contains 108978 members 
Mstep: Class 9 contains 18262 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68788 members 
Mstep: Class 13 contains 111646 members 
Mstep: Class 14 contains 12653 members 
Mstep: Class 15 contains 112232 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134202 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2881 members 
Mstep: Class 22 contains 22301 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25062 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26957 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211464.000000 Penalty: 70409.367188
Iteration 291Q: 33 clusters Score -8.621146e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5588 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15738 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27783 members 
Mstep: Class 7 contains 12838 members 
Mstep: Class 8 contains 108990 members 
Mstep: Class 9 contains 18261 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68793 members 
Mstep: Class 13 contains 111649 members 
Mstep: Class 14 contains 12652 members 
Mstep: Class 15 contains 112204 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134206 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3932 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 22 contains 22304 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25063 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26962 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211384.000000 Penalty: 70409.367188
Iteration 292Q: 33 clusters Score -8.621138e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27783 members 
Mstep: Class 7 contains 12838 members 
Mstep: Class 8 contains 108999 members 
Mstep: Class 9 contains 18265 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68798 members 
Mstep: Class 13 contains 111654 members 
Mstep: Class 14 contains 12651 members 
Mstep: Class 15 contains 112174 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134203 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2871 members 
Mstep: Class 22 contains 22310 members 
Mstep: Class 23 contains 2841 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25067 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26963 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211344.000000 Penalty: 70409.367188
Iteration 293Q: 33 clusters Score -8.621134e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5597 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27784 members 
Mstep: Class 7 contains 12836 members 
Mstep: Class 8 contains 108993 members 
Mstep: Class 9 contains 18270 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68805 members 
Mstep: Class 13 contains 111647 members 
Mstep: Class 14 contains 12652 members 
Mstep: Class 15 contains 112162 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134205 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 2861 members 
Mstep: Class 22 contains 22318 members 
Mstep: Class 23 contains 2842 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11215 members 
Mstep: Class 26 contains 25071 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26965 members 
Mstep: Class 29 contains 1779 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211320.000000 Penalty: 70409.367188
Iteration 294Q: 33 clusters Score -8.621132e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5600 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15735 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27784 members 
Mstep: Class 7 contains 12838 members 
Mstep: Class 8 contains 108995 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68807 members 
Mstep: Class 13 contains 111639 members 
Mstep: Class 14 contains 12653 members 
Mstep: Class 15 contains 112157 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134203 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 2853 members 
Mstep: Class 22 contains 22320 members 
Mstep: Class 23 contains 2842 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11214 members 
Mstep: Class 26 contains 25075 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26968 members 
Mstep: Class 29 contains 1781 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211376.000000 Penalty: 70409.367188
Iteration 295Q: 33 clusters Score -8.621138e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15735 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27785 members 
Mstep: Class 7 contains 12839 members 
Mstep: Class 8 contains 108985 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68811 members 
Mstep: Class 13 contains 111636 members 
Mstep: Class 14 contains 12657 members 
Mstep: Class 15 contains 112143 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134214 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 2850 members 
Mstep: Class 22 contains 22327 members 
Mstep: Class 23 contains 2842 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11213 members 
Mstep: Class 26 contains 25075 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26970 members 
Mstep: Class 29 contains 1781 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211448.000000 Penalty: 70409.367188
Iteration 296Q: 33 clusters Score -8.621145e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5602 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 15733 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27785 members 
Mstep: Class 7 contains 12842 members 
Mstep: Class 8 contains 108981 members 
Mstep: Class 9 contains 18275 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68814 members 
Mstep: Class 13 contains 111639 members 
Mstep: Class 14 contains 12659 members 
Mstep: Class 15 contains 112124 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134222 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22335 members 
Mstep: Class 23 contains 2842 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 25076 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26969 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211400.000000 Penalty: 70409.367188
Iteration 297Q: 33 clusters Score -8.62114e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5606 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 15733 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 27787 members 
Mstep: Class 7 contains 12846 members 
Mstep: Class 8 contains 108975 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68819 members 
Mstep: Class 13 contains 111632 members 
Mstep: Class 14 contains 12661 members 
Mstep: Class 15 contains 112113 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134222 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 22350 members 
Mstep: Class 23 contains 2843 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11208 members 
Mstep: Class 26 contains 25077 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26969 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211360.000000 Penalty: 70409.367188
Iteration 298Q: 33 clusters Score -8.621136e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5607 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 15733 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 27790 members 
Mstep: Class 7 contains 12847 members 
Mstep: Class 8 contains 108962 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2591 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68822 members 
Mstep: Class 13 contains 111628 members 
Mstep: Class 14 contains 12663 members 
Mstep: Class 15 contains 112095 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134224 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 22367 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11208 members 
Mstep: Class 26 contains 25078 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26973 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211464.000000 Penalty: 70409.367188
Iteration 299Q: 33 clusters Score -8.621146e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5607 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 15733 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 27793 members 
Mstep: Class 7 contains 12847 members 
Mstep: Class 8 contains 108954 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2592 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111624 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112077 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134229 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3934 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22384 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11209 members 
Mstep: Class 26 contains 25078 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26977 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211416.000000 Penalty: 70409.367188
Iteration 300F: 33 clusters Score -8.621142e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5607 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 15735 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 27798 members 
Mstep: Class 7 contains 12848 members 
Mstep: Class 8 contains 108938 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68828 members 
Mstep: Class 13 contains 111616 members 
Mstep: Class 14 contains 12663 members 
Mstep: Class 15 contains 112074 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134229 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 22398 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11207 members 
Mstep: Class 26 contains 25081 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26975 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211368.000000 Penalty: 70409.367188
Iteration 301Q: 33 clusters Score -8.621137e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5609 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15735 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 27803 members 
Mstep: Class 7 contains 12848 members 
Mstep: Class 8 contains 108933 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68831 members 
Mstep: Class 13 contains 111613 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112063 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134228 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22409 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 11206 members 
Mstep: Class 26 contains 25082 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26977 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211424.000000 Penalty: 70409.367188
Iteration 302Q: 33 clusters Score -8.621142e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5611 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15735 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 27807 members 
Mstep: Class 7 contains 12849 members 
Mstep: Class 8 contains 108919 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68833 members 
Mstep: Class 13 contains 111607 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112062 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134229 members 
Mstep: Class 19 contains 4359 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2838 members 
Mstep: Class 22 contains 22421 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11205 members 
Mstep: Class 26 contains 25083 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26978 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211320.000000 Penalty: 70409.367188
Iteration 303Q: 33 clusters Score -8.621132e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15735 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 27810 members 
Mstep: Class 7 contains 12850 members 
Mstep: Class 8 contains 108916 members 
Mstep: Class 9 contains 18275 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68834 members 
Mstep: Class 13 contains 111598 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112058 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134231 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2833 members 
Mstep: Class 22 contains 22432 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11205 members 
Mstep: Class 26 contains 25085 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26978 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211360.000000 Penalty: 70409.367188
Iteration 304Q: 33 clusters Score -8.621136e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15735 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 27810 members 
Mstep: Class 7 contains 12853 members 
Mstep: Class 8 contains 108919 members 
Mstep: Class 9 contains 18276 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68836 members 
Mstep: Class 13 contains 111594 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 112056 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134232 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2828 members 
Mstep: Class 22 contains 22435 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11205 members 
Mstep: Class 26 contains 25086 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26979 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211432.000000 Penalty: 70409.367188
Iteration 305Q: 33 clusters Score -8.621143e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5611 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 15735 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27811 members 
Mstep: Class 7 contains 12855 members 
Mstep: Class 8 contains 108913 members 
Mstep: Class 9 contains 18277 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68838 members 
Mstep: Class 13 contains 111590 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 112052 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134241 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2823 members 
Mstep: Class 22 contains 22441 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11205 members 
Mstep: Class 26 contains 25086 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26980 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211432.000000 Penalty: 70409.367188
Iteration 306Q: 33 clusters Score -8.621143e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 15735 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 12855 members 
Mstep: Class 8 contains 108910 members 
Mstep: Class 9 contains 18278 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68842 members 
Mstep: Class 13 contains 111590 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 112036 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134252 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2821 members 
Mstep: Class 22 contains 22444 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11205 members 
Mstep: Class 26 contains 25087 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26981 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211488.000000 Penalty: 70409.367188
Iteration 307Q: 33 clusters Score -8.621149e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15735 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 12855 members 
Mstep: Class 8 contains 108905 members 
Mstep: Class 9 contains 18278 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68838 members 
Mstep: Class 13 contains 111586 members 
Mstep: Class 14 contains 12661 members 
Mstep: Class 15 contains 112034 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134263 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22445 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11205 members 
Mstep: Class 26 contains 25089 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26982 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211488.000000 Penalty: 70409.367188
Iteration 308Q: 33 clusters Score -8.621149e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27813 members 
Mstep: Class 7 contains 12855 members 
Mstep: Class 8 contains 108903 members 
Mstep: Class 9 contains 18278 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68837 members 
Mstep: Class 13 contains 111581 members 
Mstep: Class 14 contains 12661 members 
Mstep: Class 15 contains 112033 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134269 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22445 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11204 members 
Mstep: Class 26 contains 25092 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26981 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211448.000000 Penalty: 70409.367188
Iteration 309Q: 33 clusters Score -8.621145e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27813 members 
Mstep: Class 7 contains 12855 members 
Mstep: Class 8 contains 108900 members 
Mstep: Class 9 contains 18278 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68837 members 
Mstep: Class 13 contains 111576 members 
Mstep: Class 14 contains 12661 members 
Mstep: Class 15 contains 112039 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134267 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22447 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11200 members 
Mstep: Class 26 contains 25097 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26983 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211528.000000 Penalty: 70409.367188
Iteration 310Q: 33 clusters Score -8.621153e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27813 members 
Mstep: Class 7 contains 12856 members 
Mstep: Class 8 contains 108894 members 
Mstep: Class 9 contains 18278 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68838 members 
Mstep: Class 13 contains 111573 members 
Mstep: Class 14 contains 12661 members 
Mstep: Class 15 contains 112039 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134266 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22452 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11198 members 
Mstep: Class 26 contains 25100 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26984 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211520.000000 Penalty: 70409.367188
Iteration 311Q: 33 clusters Score -8.621152e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 12858 members 
Mstep: Class 8 contains 108889 members 
Mstep: Class 9 contains 18276 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68835 members 
Mstep: Class 13 contains 111568 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112040 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134266 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22458 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11197 members 
Mstep: Class 26 contains 25105 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26986 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211464.000000 Penalty: 70409.367188
Iteration 312Q: 33 clusters Score -8.621146e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108889 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68835 members 
Mstep: Class 13 contains 111567 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112035 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134265 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22465 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11196 members 
Mstep: Class 26 contains 25107 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26986 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211472.000000 Penalty: 70409.367188
Iteration 313Q: 33 clusters Score -8.621147e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5611 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108877 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68836 members 
Mstep: Class 13 contains 111570 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112030 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134269 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22473 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11194 members 
Mstep: Class 26 contains 25109 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26987 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211432.000000 Penalty: 70409.367188
Iteration 314Q: 33 clusters Score -8.621143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108870 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68836 members 
Mstep: Class 13 contains 111573 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112027 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134268 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22478 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11193 members 
Mstep: Class 26 contains 25111 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26988 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211408.000000 Penalty: 70409.367188
Iteration 315Q: 33 clusters Score -8.621141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108865 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68835 members 
Mstep: Class 13 contains 111575 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112023 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134268 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22482 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11192 members 
Mstep: Class 26 contains 25113 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26989 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211424.000000 Penalty: 70409.367188
Iteration 316Q: 33 clusters Score -8.621142e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108856 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68836 members 
Mstep: Class 13 contains 111574 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112020 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134265 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22492 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11190 members 
Mstep: Class 26 contains 25118 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26991 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211440.000000 Penalty: 70409.367188
Iteration 317Q: 33 clusters Score -8.621144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 27811 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108853 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68836 members 
Mstep: Class 13 contains 111573 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112020 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134265 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22494 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 25122 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26992 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211456.000000 Penalty: 70409.367188
Iteration 318Q: 33 clusters Score -8.621146e+07 nChanged 24
Entering ConstructFrom: 
Score: -86211456.000000 Penalty: 70409.367188
Entering ConstructFrom: 
Trying to split cluster 1 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -192520.500000 Penalty: 1196.738892
	Iteration 0F: 2 clusters Score -192520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -190699.078125 Penalty: 2393.477783
	Iteration 0F: 3 clusters Score -190699.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -191041.046875 Penalty: 2393.477783
	Iteration 1F: 3 clusters Score -191041 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -191119.781250 Penalty: 2393.477783
	Iteration 2F: 3 clusters Score -191119.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -191155.781250 Penalty: 2393.477783
	Iteration 3Q: 3 clusters Score -191155.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -191177.656250 Penalty: 2393.477783
	Iteration 4Q: 3 clusters Score -191177.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -191190.875000 Penalty: 2393.477783
	Iteration 5Q: 3 clusters Score -191190.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -191198.078125 Penalty: 2393.477783
	Iteration 6Q: 3 clusters Score -191198.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -191207.640625 Penalty: 2393.477783
	Iteration 7Q: 3 clusters Score -191207.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -191220.250000 Penalty: 2393.477783
	Iteration 8Q: 3 clusters Score -191220.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -191230.421875 Penalty: 2393.477783
	Iteration 9Q: 3 clusters Score -191230.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -191236.750000 Penalty: 2393.477783
	Iteration 10Q: 3 clusters Score -191236.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -191244.937500 Penalty: 2393.477783
	Iteration 11Q: 3 clusters Score -191244.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -191251.046875 Penalty: 2393.477783
	Iteration 12Q: 3 clusters Score -191251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -191254.890625 Penalty: 2393.477783
	Iteration 13Q: 3 clusters Score -191254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -191256.937500 Penalty: 2393.477783
	Iteration 14Q: 3 clusters Score -191256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -191257.921875 Penalty: 2393.477783
	Iteration 15Q: 3 clusters Score -191257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -191261.062500 Penalty: 2393.477783
	Iteration 16Q: 3 clusters Score -191261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -191261.062500 Penalty: 2393.477783
	Iteration 17F: 3 clusters Score -191261.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -653463.562500 Penalty: 1402.836548
	Iteration 0F: 2 clusters Score -653463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -649095.062500 Penalty: 2805.673096
	Iteration 0F: 3 clusters Score -649095.1 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -650356.687500 Penalty: 2805.673096
	Iteration 1F: 3 clusters Score -650356.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -650534.312500 Penalty: 2805.673096
	Iteration 2F: 3 clusters Score -650534.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -650665.500000 Penalty: 2805.673096
	Iteration 3Q: 3 clusters Score -650665.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -650782.250000 Penalty: 2805.673096
	Iteration 4Q: 3 clusters Score -650782.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -650914.625000 Penalty: 2805.673096
	Iteration 5Q: 3 clusters Score -650914.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -651052.312500 Penalty: 2805.673096
	Iteration 6Q: 3 clusters Score -651052.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -651217.687500 Penalty: 2805.673096
	Iteration 7Q: 3 clusters Score -651217.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -651407.000000 Penalty: 2805.673096
	Iteration 8Q: 3 clusters Score -651407 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -651593.000000 Penalty: 2805.673096
	Iteration 9Q: 3 clusters Score -651593 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -651780.375000 Penalty: 2805.673096
	Iteration 10Q: 3 clusters Score -651780.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -651934.500000 Penalty: 2805.673096
	Iteration 11Q: 3 clusters Score -651934.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -652033.375000 Penalty: 2805.673096
	Iteration 12Q: 3 clusters Score -652033.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -652089.875000 Penalty: 2805.673096
	Iteration 13Q: 3 clusters Score -652089.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -652127.875000 Penalty: 2805.673096
	Iteration 14Q: 3 clusters Score -652127.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -652151.937500 Penalty: 2805.673096
	Iteration 15Q: 3 clusters Score -652151.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -652169.125000 Penalty: 2805.673096
	Iteration 16Q: 3 clusters Score -652169.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -652180.937500 Penalty: 2805.673096
	Iteration 17Q: 3 clusters Score -652180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -652190.625000 Penalty: 2805.673096
	Iteration 18Q: 3 clusters Score -652190.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -652206.750000 Penalty: 2805.673096
	Iteration 19Q: 3 clusters Score -652206.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -652222.750000 Penalty: 2805.673096
	Iteration 20F: 3 clusters Score -652222.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -652230.812500 Penalty: 2805.673096
	Iteration 21Q: 3 clusters Score -652230.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -652236.687500 Penalty: 2805.673096
	Iteration 22Q: 3 clusters Score -652236.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -652240.750000 Penalty: 2805.673096
	Iteration 23Q: 3 clusters Score -652240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -652241.875000 Penalty: 2805.673096
	Iteration 24Q: 3 clusters Score -652241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -652243.312500 Penalty: 2805.673096
	Iteration 25Q: 3 clusters Score -652243.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -652243.312500 Penalty: 2805.673096
	Iteration 26F: 3 clusters Score -652243.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Entering Unmasked Estep 
Score: -515152.468750 Penalty: 1374.299927
	Iteration 0F: 2 clusters Score -515152.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -511410.625000 Penalty: 2748.599854
	Iteration 0F: 3 clusters Score -511410.6 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -512403.500000 Penalty: 2748.599854
	Iteration 1F: 3 clusters Score -512403.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -512586.312500 Penalty: 2748.599854
	Iteration 2F: 3 clusters Score -512586.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -512711.312500 Penalty: 2748.599854
	Iteration 3F: 3 clusters Score -512711.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -512799.875000 Penalty: 2748.599854
	Iteration 4Q: 3 clusters Score -512799.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -512869.812500 Penalty: 2748.599854
	Iteration 5Q: 3 clusters Score -512869.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -512917.375000 Penalty: 2748.599854
	Iteration 6Q: 3 clusters Score -512917.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -512959.187500 Penalty: 2748.599854
	Iteration 7Q: 3 clusters Score -512959.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -513013.343750 Penalty: 2748.599854
	Iteration 8Q: 3 clusters Score -513013.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -513059.687500 Penalty: 2748.599854
	Iteration 9Q: 3 clusters Score -513059.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -513100.437500 Penalty: 2748.599854
	Iteration 10Q: 3 clusters Score -513100.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -513132.562500 Penalty: 2748.599854
	Iteration 11Q: 3 clusters Score -513132.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -513169.843750 Penalty: 2748.599854
	Iteration 12Q: 3 clusters Score -513169.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -513207.000000 Penalty: 2748.599854
	Iteration 13Q: 3 clusters Score -513207 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -513248.312500 Penalty: 2748.599854
	Iteration 14Q: 3 clusters Score -513248.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -513280.812500 Penalty: 2748.599854
	Iteration 15Q: 3 clusters Score -513280.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -513305.687500 Penalty: 2748.599854
	Iteration 16Q: 3 clusters Score -513305.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -513332.093750 Penalty: 2748.599854
	Iteration 17Q: 3 clusters Score -513332.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -513352.562500 Penalty: 2748.599854
	Iteration 18Q: 3 clusters Score -513352.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -513373.281250 Penalty: 2748.599854
	Iteration 19Q: 3 clusters Score -513373.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -513398.656250 Penalty: 2748.599854
	Iteration 20F: 3 clusters Score -513398.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -513425.937500 Penalty: 2748.599854
	Iteration 21Q: 3 clusters Score -513425.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -513446.375000 Penalty: 2748.599854
	Iteration 22Q: 3 clusters Score -513446.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -513462.062500 Penalty: 2748.599854
	Iteration 23Q: 3 clusters Score -513462.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -513481.125000 Penalty: 2748.599854
	Iteration 24Q: 3 clusters Score -513481.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -513502.250000 Penalty: 2748.599854
	Iteration 25Q: 3 clusters Score -513502.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -513522.000000 Penalty: 2748.599854
	Iteration 26Q: 3 clusters Score -513522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -513537.500000 Penalty: 2748.599854
	Iteration 27Q: 3 clusters Score -513537.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -513551.312500 Penalty: 2748.599854
	Iteration 28Q: 3 clusters Score -513551.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -513566.812500 Penalty: 2748.599854
	Iteration 29Q: 3 clusters Score -513566.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -513580.406250 Penalty: 2748.599854
	Iteration 30Q: 3 clusters Score -513580.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -513602.468750 Penalty: 2748.599854
	Iteration 31Q: 3 clusters Score -513602.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -513631.406250 Penalty: 2748.599854
	Iteration 32Q: 3 clusters Score -513631.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -513674.875000 Penalty: 2748.599854
	Iteration 33Q: 3 clusters Score -513674.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -513709.250000 Penalty: 2748.599854
	Iteration 34Q: 3 clusters Score -513709.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -513746.125000 Penalty: 2748.599854
	Iteration 35Q: 3 clusters Score -513746.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -513777.500000 Penalty: 2748.599854
	Iteration 36Q: 3 clusters Score -513777.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -513819.187500 Penalty: 2748.599854
	Iteration 37Q: 3 clusters Score -513819.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -513862.031250 Penalty: 2748.599854
	Iteration 38Q: 3 clusters Score -513862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -513904.531250 Penalty: 2748.599854
	Iteration 39Q: 3 clusters Score -513904.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -513939.812500 Penalty: 2748.599854
	Iteration 40F: 3 clusters Score -513939.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -513980.781250 Penalty: 2748.599854
	Iteration 41Q: 3 clusters Score -513980.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -514015.187500 Penalty: 2748.599854
	Iteration 42Q: 3 clusters Score -514015.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -514050.093750 Penalty: 2748.599854
	Iteration 43Q: 3 clusters Score -514050.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -514087.218750 Penalty: 2748.599854
	Iteration 44Q: 3 clusters Score -514087.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -514111.718750 Penalty: 2748.599854
	Iteration 45Q: 3 clusters Score -514111.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -514147.343750 Penalty: 2748.599854
	Iteration 46Q: 3 clusters Score -514147.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -514182.218750 Penalty: 2748.599854
	Iteration 47Q: 3 clusters Score -514182.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -514212.312500 Penalty: 2748.599854
	Iteration 48Q: 3 clusters Score -514212.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -514228.500000 Penalty: 2748.599854
	Iteration 49Q: 3 clusters Score -514228.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -514240.500000 Penalty: 2748.599854
	Iteration 50Q: 3 clusters Score -514240.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -514251.593750 Penalty: 2748.599854
	Iteration 51Q: 3 clusters Score -514251.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -514263.218750 Penalty: 2748.599854
	Iteration 52Q: 3 clusters Score -514263.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -514273.687500 Penalty: 2748.599854
	Iteration 53Q: 3 clusters Score -514273.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -514284.718750 Penalty: 2748.599854
	Iteration 54Q: 3 clusters Score -514284.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -514290.718750 Penalty: 2748.599854
	Iteration 55Q: 3 clusters Score -514290.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -514296.718750 Penalty: 2748.599854
	Iteration 56Q: 3 clusters Score -514296.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -514306.062500 Penalty: 2748.599854
	Iteration 57Q: 3 clusters Score -514306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -514312.625000 Penalty: 2748.599854
	Iteration 58Q: 3 clusters Score -514312.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -514320.343750 Penalty: 2748.599854
	Iteration 59Q: 3 clusters Score -514320.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -514328.031250 Penalty: 2748.599854
	Iteration 60F: 3 clusters Score -514328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -514334.750000 Penalty: 2748.599854
	Iteration 61Q: 3 clusters Score -514334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -514338.093750 Penalty: 2748.599854
	Iteration 62Q: 3 clusters Score -514338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -514345.937500 Penalty: 2748.599854
	Iteration 63Q: 3 clusters Score -514345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -514355.968750 Penalty: 2748.599854
	Iteration 64Q: 3 clusters Score -514356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -514357.562500 Penalty: 2748.599854
	Iteration 65Q: 3 clusters Score -514357.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -514357.562500 Penalty: 2748.599854
	Iteration 66F: 3 clusters Score -514357.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Entering Unmasked Estep 
Score: -1835829.875000 Penalty: 1570.362549
	Iteration 0F: 2 clusters Score -1835830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1824940.000000 Penalty: 3140.725098
	Iteration 0F: 3 clusters Score -1824940 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1828787.625000 Penalty: 3140.725098
	Iteration 1F: 3 clusters Score -1828788 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1829040.625000 Penalty: 3140.725098
	Iteration 2Q: 3 clusters Score -1829041 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1829247.125000 Penalty: 3140.725098
	Iteration 3Q: 3 clusters Score -1829247 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1829448.750000 Penalty: 3140.725098
	Iteration 4Q: 3 clusters Score -1829449 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1829682.625000 Penalty: 3140.725098
	Iteration 5Q: 3 clusters Score -1829683 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1829995.250000 Penalty: 3140.725098
	Iteration 6Q: 3 clusters Score -1829995 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1830399.375000 Penalty: 3140.725098
	Iteration 7Q: 3 clusters Score -1830399 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1831010.125000 Penalty: 3140.725098
	Iteration 8F: 3 clusters Score -1831010 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1831807.375000 Penalty: 3140.725098
	Iteration 9F: 3 clusters Score -1831807 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1832684.000000 Penalty: 3140.725098
	Iteration 10F: 3 clusters Score -1832684 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1833448.125000 Penalty: 3140.725098
	Iteration 11F: 3 clusters Score -1833448 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1833958.000000 Penalty: 3140.725098
	Iteration 12Q: 3 clusters Score -1833958 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1834190.625000 Penalty: 3140.725098
	Iteration 13Q: 3 clusters Score -1834191 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1834318.750000 Penalty: 3140.725098
	Iteration 14Q: 3 clusters Score -1834319 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1834391.125000 Penalty: 3140.725098
	Iteration 15Q: 3 clusters Score -1834391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1834414.500000 Penalty: 3140.725098
	Iteration 16Q: 3 clusters Score -1834414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1834436.000000 Penalty: 3140.725098
	Iteration 17Q: 3 clusters Score -1834436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1834444.125000 Penalty: 3140.725098
	Iteration 18Q: 3 clusters Score -1834444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1834445.125000 Penalty: 3140.725098
	Iteration 19Q: 3 clusters Score -1834445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1834447.125000 Penalty: 3140.725098
	Iteration 20F: 3 clusters Score -1834447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1834449.375000 Penalty: 3140.725098
	Iteration 21Q: 3 clusters Score -1834449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1834449.375000 Penalty: 3140.725098
	Iteration 22F: 3 clusters Score -1834449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -427231.968750 Penalty: 1335.815430
	Iteration 0F: 2 clusters Score -427232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -424015.968750 Penalty: 2671.630859
	Iteration 0F: 3 clusters Score -424016 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -424828.937500 Penalty: 2671.630859
	Iteration 1F: 3 clusters Score -424828.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -424978.593750 Penalty: 2671.630859
	Iteration 2F: 3 clusters Score -424978.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -425073.468750 Penalty: 2671.630859
	Iteration 3Q: 3 clusters Score -425073.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -425151.468750 Penalty: 2671.630859
	Iteration 4Q: 3 clusters Score -425151.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -425206.937500 Penalty: 2671.630859
	Iteration 5Q: 3 clusters Score -425206.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -425253.531250 Penalty: 2671.630859
	Iteration 6Q: 3 clusters Score -425253.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -425308.343750 Penalty: 2671.630859
	Iteration 7Q: 3 clusters Score -425308.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -425348.906250 Penalty: 2671.630859
	Iteration 8Q: 3 clusters Score -425348.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -425405.125000 Penalty: 2671.630859
	Iteration 9Q: 3 clusters Score -425405.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -425462.406250 Penalty: 2671.630859
	Iteration 10Q: 3 clusters Score -425462.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -425516.718750 Penalty: 2671.630859
	Iteration 11Q: 3 clusters Score -425516.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -425561.718750 Penalty: 2671.630859
	Iteration 12Q: 3 clusters Score -425561.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -425615.156250 Penalty: 2671.630859
	Iteration 13Q: 3 clusters Score -425615.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -425671.562500 Penalty: 2671.630859
	Iteration 14Q: 3 clusters Score -425671.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -425738.468750 Penalty: 2671.630859
	Iteration 15Q: 3 clusters Score -425738.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -425805.937500 Penalty: 2671.630859
	Iteration 16Q: 3 clusters Score -425805.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -425851.125000 Penalty: 2671.630859
	Iteration 17Q: 3 clusters Score -425851.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -425887.406250 Penalty: 2671.630859
	Iteration 18Q: 3 clusters Score -425887.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -425920.625000 Penalty: 2671.630859
	Iteration 19Q: 3 clusters Score -425920.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -425951.656250 Penalty: 2671.630859
	Iteration 20F: 3 clusters Score -425951.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -425975.937500 Penalty: 2671.630859
	Iteration 21Q: 3 clusters Score -425975.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -425990.625000 Penalty: 2671.630859
	Iteration 22Q: 3 clusters Score -425990.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -426001.375000 Penalty: 2671.630859
	Iteration 23Q: 3 clusters Score -426001.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -426013.687500 Penalty: 2671.630859
	Iteration 24Q: 3 clusters Score -426013.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -426023.093750 Penalty: 2671.630859
	Iteration 25Q: 3 clusters Score -426023.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -426030.218750 Penalty: 2671.630859
	Iteration 26Q: 3 clusters Score -426030.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -426036.906250 Penalty: 2671.630859
	Iteration 27Q: 3 clusters Score -426036.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -426042.312500 Penalty: 2671.630859
	Iteration 28Q: 3 clusters Score -426042.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -426049.562500 Penalty: 2671.630859
	Iteration 29Q: 3 clusters Score -426049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -426053.406250 Penalty: 2671.630859
	Iteration 30Q: 3 clusters Score -426053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -426054.187500 Penalty: 2671.630859
	Iteration 31Q: 3 clusters Score -426054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -426056.187500 Penalty: 2671.630859
	Iteration 32Q: 3 clusters Score -426056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -426059.281250 Penalty: 2671.630859
	Iteration 33Q: 3 clusters Score -426059.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -426063.562500 Penalty: 2671.630859
	Iteration 34Q: 3 clusters Score -426063.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -426067.312500 Penalty: 2671.630859
	Iteration 35Q: 3 clusters Score -426067.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -426071.375000 Penalty: 2671.630859
	Iteration 36Q: 3 clusters Score -426071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -426074.000000 Penalty: 2671.630859
	Iteration 37Q: 3 clusters Score -426074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -426075.281250 Penalty: 2671.630859
	Iteration 38Q: 3 clusters Score -426075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -426076.937500 Penalty: 2671.630859
	Iteration 39Q: 3 clusters Score -426076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -426078.156250 Penalty: 2671.630859
	Iteration 40F: 3 clusters Score -426078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -426078.687500 Penalty: 2671.630859
	Iteration 41Q: 3 clusters Score -426078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -426079.281250 Penalty: 2671.630859
	Iteration 42Q: 3 clusters Score -426079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -426079.281250 Penalty: 2671.630859
	Iteration 43Q: 3 clusters Score -426079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -426079.281250 Penalty: 2671.630859
	Iteration 44F: 3 clusters Score -426079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Entering Unmasked Estep 
Score: -3243541.750000 Penalty: 1662.892822
	Iteration 0F: 2 clusters Score -3243542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3224864.500000 Penalty: 3325.785645
	Iteration 0F: 3 clusters Score -3224864 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3232144.750000 Penalty: 3325.785645
	Iteration 1F: 3 clusters Score -3232145 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3232797.750000 Penalty: 3325.785645
	Iteration 2F: 3 clusters Score -3232798 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3233495.250000 Penalty: 3325.785645
	Iteration 3F: 3 clusters Score -3233495 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3234181.750000 Penalty: 3325.785645
	Iteration 4F: 3 clusters Score -3234182 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3234850.000000 Penalty: 3325.785645
	Iteration 5F: 3 clusters Score -3234850 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3235535.000000 Penalty: 3325.785645
	Iteration 6F: 3 clusters Score -3235535 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -3236312.000000 Penalty: 3325.785645
	Iteration 7F: 3 clusters Score -3236312 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3237179.000000 Penalty: 3325.785645
	Iteration 8F: 3 clusters Score -3237179 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3238041.000000 Penalty: 3325.785645
	Iteration 9Q: 3 clusters Score -3238041 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3238771.500000 Penalty: 3325.785645
	Iteration 10Q: 3 clusters Score -3238772 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3239211.500000 Penalty: 3325.785645
	Iteration 11Q: 3 clusters Score -3239212 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3239483.500000 Penalty: 3325.785645
	Iteration 12Q: 3 clusters Score -3239484 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3239614.000000 Penalty: 3325.785645
	Iteration 13Q: 3 clusters Score -3239614 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3239733.500000 Penalty: 3325.785645
	Iteration 14Q: 3 clusters Score -3239734 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3239834.750000 Penalty: 3325.785645
	Iteration 15Q: 3 clusters Score -3239835 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3239931.750000 Penalty: 3325.785645
	Iteration 16Q: 3 clusters Score -3239932 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3240015.000000 Penalty: 3325.785645
	Iteration 17Q: 3 clusters Score -3240015 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3240090.500000 Penalty: 3325.785645
	Iteration 18Q: 3 clusters Score -3240090 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3240155.000000 Penalty: 3325.785645
	Iteration 19Q: 3 clusters Score -3240155 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3240223.500000 Penalty: 3325.785645
	Iteration 20F: 3 clusters Score -3240224 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3240282.500000 Penalty: 3325.785645
	Iteration 21Q: 3 clusters Score -3240282 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3240334.750000 Penalty: 3325.785645
	Iteration 22Q: 3 clusters Score -3240335 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -3240392.000000 Penalty: 3325.785645
	Iteration 23Q: 3 clusters Score -3240392 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3240439.750000 Penalty: 3325.785645
	Iteration 24Q: 3 clusters Score -3240440 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3240465.500000 Penalty: 3325.785645
	Iteration 25Q: 3 clusters Score -3240466 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3240495.250000 Penalty: 3325.785645
	Iteration 26Q: 3 clusters Score -3240495 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3240550.250000 Penalty: 3325.785645
	Iteration 27Q: 3 clusters Score -3240550 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3240593.250000 Penalty: 3325.785645
	Iteration 28Q: 3 clusters Score -3240593 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -3240652.750000 Penalty: 3325.785645
	Iteration 29Q: 3 clusters Score -3240653 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3240685.750000 Penalty: 3325.785645
	Iteration 30Q: 3 clusters Score -3240686 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3240719.500000 Penalty: 3325.785645
	Iteration 31Q: 3 clusters Score -3240720 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3240787.000000 Penalty: 3325.785645
	Iteration 32Q: 3 clusters Score -3240787 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3240857.000000 Penalty: 3325.785645
	Iteration 33Q: 3 clusters Score -3240857 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3240906.750000 Penalty: 3325.785645
	Iteration 34Q: 3 clusters Score -3240907 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3240952.750000 Penalty: 3325.785645
	Iteration 35Q: 3 clusters Score -3240953 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3240994.000000 Penalty: 3325.785645
	Iteration 36Q: 3 clusters Score -3240994 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3241046.000000 Penalty: 3325.785645
	Iteration 37Q: 3 clusters Score -3241046 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3241070.750000 Penalty: 3325.785645
	Iteration 38Q: 3 clusters Score -3241071 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3241105.250000 Penalty: 3325.785645
	Iteration 39Q: 3 clusters Score -3241105 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3241152.000000 Penalty: 3325.785645
	Iteration 40F: 3 clusters Score -3241152 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3241195.500000 Penalty: 3325.785645
	Iteration 41Q: 3 clusters Score -3241196 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3241235.250000 Penalty: 3325.785645
	Iteration 42Q: 3 clusters Score -3241235 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -3241272.000000 Penalty: 3325.785645
	Iteration 43Q: 3 clusters Score -3241272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3241324.750000 Penalty: 3325.785645
	Iteration 44Q: 3 clusters Score -3241325 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3241367.000000 Penalty: 3325.785645
	Iteration 45Q: 3 clusters Score -3241367 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3241416.750000 Penalty: 3325.785645
	Iteration 46Q: 3 clusters Score -3241417 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3241469.000000 Penalty: 3325.785645
	Iteration 47Q: 3 clusters Score -3241469 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3241510.750000 Penalty: 3325.785645
	Iteration 48Q: 3 clusters Score -3241511 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3241557.500000 Penalty: 3325.785645
	Iteration 49Q: 3 clusters Score -3241558 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3241610.000000 Penalty: 3325.785645
	Iteration 50Q: 3 clusters Score -3241610 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3241672.250000 Penalty: 3325.785645
	Iteration 51Q: 3 clusters Score -3241672 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3241701.000000 Penalty: 3325.785645
	Iteration 52Q: 3 clusters Score -3241701 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3241735.000000 Penalty: 3325.785645
	Iteration 53Q: 3 clusters Score -3241735 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3241773.500000 Penalty: 3325.785645
	Iteration 54Q: 3 clusters Score -3241774 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3241802.750000 Penalty: 3325.785645
	Iteration 55Q: 3 clusters Score -3241803 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3241825.250000 Penalty: 3325.785645
	Iteration 56Q: 3 clusters Score -3241825 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3241852.000000 Penalty: 3325.785645
	Iteration 57Q: 3 clusters Score -3241852 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3241890.000000 Penalty: 3325.785645
	Iteration 58Q: 3 clusters Score -3241890 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3241918.750000 Penalty: 3325.785645
	Iteration 59Q: 3 clusters Score -3241919 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3241957.750000 Penalty: 3325.785645
	Iteration 60F: 3 clusters Score -3241958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3241977.750000 Penalty: 3325.785645
	Iteration 61Q: 3 clusters Score -3241978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3242006.500000 Penalty: 3325.785645
	Iteration 62Q: 3 clusters Score -3242006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3242026.500000 Penalty: 3325.785645
	Iteration 63Q: 3 clusters Score -3242026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3242040.750000 Penalty: 3325.785645
	Iteration 64Q: 3 clusters Score -3242041 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3242057.500000 Penalty: 3325.785645
	Iteration 65Q: 3 clusters Score -3242058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3242076.250000 Penalty: 3325.785645
	Iteration 66Q: 3 clusters Score -3242076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3242097.250000 Penalty: 3325.785645
	Iteration 67Q: 3 clusters Score -3242097 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3242134.250000 Penalty: 3325.785645
	Iteration 68Q: 3 clusters Score -3242134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3242148.250000 Penalty: 3325.785645
	Iteration 69Q: 3 clusters Score -3242148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3242162.000000 Penalty: 3325.785645
	Iteration 70Q: 3 clusters Score -3242162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3242184.750000 Penalty: 3325.785645
	Iteration 71Q: 3 clusters Score -3242185 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -3242214.250000 Penalty: 3325.785645
	Iteration 72Q: 3 clusters Score -3242214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -3242238.250000 Penalty: 3325.785645
	Iteration 73Q: 3 clusters Score -3242238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3242272.750000 Penalty: 3325.785645
	Iteration 74Q: 3 clusters Score -3242273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3242283.000000 Penalty: 3325.785645
	Iteration 75Q: 3 clusters Score -3242283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3242299.750000 Penalty: 3325.785645
	Iteration 76Q: 3 clusters Score -3242300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3242309.500000 Penalty: 3325.785645
	Iteration 77Q: 3 clusters Score -3242310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3242329.250000 Penalty: 3325.785645
	Iteration 78Q: 3 clusters Score -3242329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3242334.500000 Penalty: 3325.785645
	Iteration 79Q: 3 clusters Score -3242334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3242344.500000 Penalty: 3325.785645
	Iteration 80F: 3 clusters Score -3242344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3242354.250000 Penalty: 3325.785645
	Iteration 81Q: 3 clusters Score -3242354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3242357.250000 Penalty: 3325.785645
	Iteration 82Q: 3 clusters Score -3242357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3242360.000000 Penalty: 3325.785645
	Iteration 83Q: 3 clusters Score -3242360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3242367.500000 Penalty: 3325.785645
	Iteration 84Q: 3 clusters Score -3242368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3242365.500000 Penalty: 3325.785645
	Iteration 85Q: 3 clusters Score -3242366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3242374.000000 Penalty: 3325.785645
	Iteration 86Q: 3 clusters Score -3242374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3242382.000000 Penalty: 3325.785645
	Iteration 87Q: 3 clusters Score -3242382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3242385.000000 Penalty: 3325.785645
	Iteration 88Q: 3 clusters Score -3242385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3242394.000000 Penalty: 3325.785645
	Iteration 89Q: 3 clusters Score -3242394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3242390.000000 Penalty: 3325.785645
	Iteration 90Q: 3 clusters Score -3242390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3242388.500000 Penalty: 3325.785645
	Iteration 91Q: 3 clusters Score -3242388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3242390.250000 Penalty: 3325.785645
	Iteration 92Q: 3 clusters Score -3242390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3242391.750000 Penalty: 3325.785645
	Iteration 93Q: 3 clusters Score -3242392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3242392.250000 Penalty: 3325.785645
	Iteration 94Q: 3 clusters Score -3242392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3242397.750000 Penalty: 3325.785645
	Iteration 95Q: 3 clusters Score -3242398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -3242400.500000 Penalty: 3325.785645
	Iteration 96Q: 3 clusters Score -3242400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3242401.750000 Penalty: 3325.785645
	Iteration 97Q: 3 clusters Score -3242402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3242403.750000 Penalty: 3325.785645
	Iteration 98Q: 3 clusters Score -3242404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3242408.250000 Penalty: 3325.785645
	Iteration 99Q: 3 clusters Score -3242408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3242412.250000 Penalty: 3325.785645
	Iteration 100F: 3 clusters Score -3242412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3242413.250000 Penalty: 3325.785645
	Iteration 101Q: 3 clusters Score -3242413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -3242418.250000 Penalty: 3325.785645
	Iteration 102Q: 3 clusters Score -3242418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3242427.250000 Penalty: 3325.785645
	Iteration 103Q: 3 clusters Score -3242427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3242427.750000 Penalty: 3325.785645
	Iteration 104Q: 3 clusters Score -3242428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3242425.500000 Penalty: 3325.785645
	Iteration 105Q: 3 clusters Score -3242426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3242426.750000 Penalty: 3325.785645
	Iteration 106Q: 3 clusters Score -3242427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3242426.750000 Penalty: 3325.785645
	Iteration 107F: 3 clusters Score -3242427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Entering Unmasked Estep 
Score: -1502996.750000 Penalty: 1537.542480
	Iteration 0F: 2 clusters Score -1502997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1494011.250000 Penalty: 3075.084961
	Iteration 0F: 3 clusters Score -1494011 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1497075.125000 Penalty: 3075.084961
	Iteration 1F: 3 clusters Score -1497075 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1497381.875000 Penalty: 3075.084961
	Iteration 2F: 3 clusters Score -1497382 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1497632.250000 Penalty: 3075.084961
	Iteration 3Q: 3 clusters Score -1497632 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1497830.000000 Penalty: 3075.084961
	Iteration 4Q: 3 clusters Score -1497830 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1497996.000000 Penalty: 3075.084961
	Iteration 5Q: 3 clusters Score -1497996 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1498156.125000 Penalty: 3075.084961
	Iteration 6Q: 3 clusters Score -1498156 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1498345.750000 Penalty: 3075.084961
	Iteration 7Q: 3 clusters Score -1498346 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1498597.625000 Penalty: 3075.084961
	Iteration 8Q: 3 clusters Score -1498598 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1498913.250000 Penalty: 3075.084961
	Iteration 9Q: 3 clusters Score -1498913 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1499324.750000 Penalty: 3075.084961
	Iteration 10Q: 3 clusters Score -1499325 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1499783.625000 Penalty: 3075.084961
	Iteration 11Q: 3 clusters Score -1499784 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1500254.875000 Penalty: 3075.084961
	Iteration 12Q: 3 clusters Score -1500255 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1500700.000000 Penalty: 3075.084961
	Iteration 13Q: 3 clusters Score -1500700 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1501024.375000 Penalty: 3075.084961
	Iteration 14Q: 3 clusters Score -1501024 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1501192.625000 Penalty: 3075.084961
	Iteration 15Q: 3 clusters Score -1501193 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1501283.625000 Penalty: 3075.084961
	Iteration 16Q: 3 clusters Score -1501284 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1501334.000000 Penalty: 3075.084961
	Iteration 17Q: 3 clusters Score -1501334 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1501378.250000 Penalty: 3075.084961
	Iteration 18Q: 3 clusters Score -1501378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1501405.750000 Penalty: 3075.084961
	Iteration 19Q: 3 clusters Score -1501406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1501432.625000 Penalty: 3075.084961
	Iteration 20F: 3 clusters Score -1501433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1501456.125000 Penalty: 3075.084961
	Iteration 21Q: 3 clusters Score -1501456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1501477.625000 Penalty: 3075.084961
	Iteration 22Q: 3 clusters Score -1501478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1501492.375000 Penalty: 3075.084961
	Iteration 23Q: 3 clusters Score -1501492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1501505.375000 Penalty: 3075.084961
	Iteration 24Q: 3 clusters Score -1501505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1501515.875000 Penalty: 3075.084961
	Iteration 25Q: 3 clusters Score -1501516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1501523.250000 Penalty: 3075.084961
	Iteration 26Q: 3 clusters Score -1501523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1501532.000000 Penalty: 3075.084961
	Iteration 27Q: 3 clusters Score -1501532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1501538.500000 Penalty: 3075.084961
	Iteration 28Q: 3 clusters Score -1501538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1501544.875000 Penalty: 3075.084961
	Iteration 29Q: 3 clusters Score -1501545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1501557.125000 Penalty: 3075.084961
	Iteration 30Q: 3 clusters Score -1501557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1501567.875000 Penalty: 3075.084961
	Iteration 31Q: 3 clusters Score -1501568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1501575.375000 Penalty: 3075.084961
	Iteration 32Q: 3 clusters Score -1501575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1501583.250000 Penalty: 3075.084961
	Iteration 33Q: 3 clusters Score -1501583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1501588.625000 Penalty: 3075.084961
	Iteration 34Q: 3 clusters Score -1501589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1501589.875000 Penalty: 3075.084961
	Iteration 35Q: 3 clusters Score -1501590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1501593.750000 Penalty: 3075.084961
	Iteration 36Q: 3 clusters Score -1501594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1501599.125000 Penalty: 3075.084961
	Iteration 37Q: 3 clusters Score -1501599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1501602.000000 Penalty: 3075.084961
	Iteration 38Q: 3 clusters Score -1501602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1501607.500000 Penalty: 3075.084961
	Iteration 39Q: 3 clusters Score -1501608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1501607.000000 Penalty: 3075.084961
	Iteration 40F: 3 clusters Score -1501607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1501605.625000 Penalty: 3075.084961
	Iteration 41Q: 3 clusters Score -1501606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1501606.750000 Penalty: 3075.084961
	Iteration 42Q: 3 clusters Score -1501607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1501605.750000 Penalty: 3075.084961
	Iteration 43Q: 3 clusters Score -1501606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1501605.750000 Penalty: 3075.084961
	Iteration 44F: 3 clusters Score -1501606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108850 members 
Entering Unmasked Estep 
Score: -12708173.000000 Penalty: 1884.630493
	Iteration 0F: 2 clusters Score -1.270817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -12640984.000000 Penalty: 3769.260986
	Iteration 0F: 3 clusters Score -1.264098e+07 nChanged 52372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -12671848.000000 Penalty: 3769.260986
	Iteration 1F: 3 clusters Score -1.267185e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -12672927.000000 Penalty: 3769.260986
	Iteration 2Q: 3 clusters Score -1.267293e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -12674245.000000 Penalty: 3769.260986
	Iteration 3Q: 3 clusters Score -1.267424e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -12676270.000000 Penalty: 3769.260986
	Iteration 4Q: 3 clusters Score -1.267627e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -12679130.000000 Penalty: 3769.260986
	Iteration 5Q: 3 clusters Score -1.267913e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -12683087.000000 Penalty: 3769.260986
	Iteration 6F: 3 clusters Score -1.268309e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -12688016.000000 Penalty: 3769.260986
	Iteration 7F: 3 clusters Score -1.268802e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -12692809.000000 Penalty: 3769.260986
	Iteration 8F: 3 clusters Score -1.269281e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -12696224.000000 Penalty: 3769.260986
	Iteration 9F: 3 clusters Score -1.269622e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -12698185.000000 Penalty: 3769.260986
	Iteration 10Q: 3 clusters Score -1.269818e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -12699293.000000 Penalty: 3769.260986
	Iteration 11Q: 3 clusters Score -1.269929e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -12699910.000000 Penalty: 3769.260986
	Iteration 12Q: 3 clusters Score -1.269991e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -12700311.000000 Penalty: 3769.260986
	Iteration 13Q: 3 clusters Score -1.270031e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -12700608.000000 Penalty: 3769.260986
	Iteration 14Q: 3 clusters Score -1.270061e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -12700906.000000 Penalty: 3769.260986
	Iteration 15Q: 3 clusters Score -1.270091e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -12701280.000000 Penalty: 3769.260986
	Iteration 16Q: 3 clusters Score -1.270128e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -12701536.000000 Penalty: 3769.260986
	Iteration 17Q: 3 clusters Score -1.270154e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -12701719.000000 Penalty: 3769.260986
	Iteration 18Q: 3 clusters Score -1.270172e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -12701935.000000 Penalty: 3769.260986
	Iteration 19Q: 3 clusters Score -1.270194e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -12702110.000000 Penalty: 3769.260986
	Iteration 20F: 3 clusters Score -1.270211e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97099 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -12702327.000000 Penalty: 3769.260986
	Iteration 21Q: 3 clusters Score -1.270233e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97997 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -12702588.000000 Penalty: 3769.260986
	Iteration 22Q: 3 clusters Score -1.270259e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98920 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -12702815.000000 Penalty: 3769.260986
	Iteration 23Q: 3 clusters Score -1.270282e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -12703137.000000 Penalty: 3769.260986
	Iteration 24Q: 3 clusters Score -1.270314e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100716 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -12703486.000000 Penalty: 3769.260986
	Iteration 25Q: 3 clusters Score -1.270349e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101536 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -12703902.000000 Penalty: 3769.260986
	Iteration 26Q: 3 clusters Score -1.27039e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -12704228.000000 Penalty: 3769.260986
	Iteration 27Q: 3 clusters Score -1.270423e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103036 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -12704614.000000 Penalty: 3769.260986
	Iteration 28Q: 3 clusters Score -1.270461e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103716 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -12704997.000000 Penalty: 3769.260986
	Iteration 29Q: 3 clusters Score -1.2705e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -12705244.000000 Penalty: 3769.260986
	Iteration 30Q: 3 clusters Score -1.270524e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104862 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -12705504.000000 Penalty: 3769.260986
	Iteration 31Q: 3 clusters Score -1.27055e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -12705653.000000 Penalty: 3769.260986
	Iteration 32Q: 3 clusters Score -1.270565e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105724 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -12705759.000000 Penalty: 3769.260986
	Iteration 33Q: 3 clusters Score -1.270576e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -12705900.000000 Penalty: 3769.260986
	Iteration 34Q: 3 clusters Score -1.27059e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106326 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -12706024.000000 Penalty: 3769.260986
	Iteration 35Q: 3 clusters Score -1.270602e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106566 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -12706073.000000 Penalty: 3769.260986
	Iteration 36Q: 3 clusters Score -1.270607e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -12706166.000000 Penalty: 3769.260986
	Iteration 37Q: 3 clusters Score -1.270617e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -12706215.000000 Penalty: 3769.260986
	Iteration 38Q: 3 clusters Score -1.270622e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107092 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -12706259.000000 Penalty: 3769.260986
	Iteration 39Q: 3 clusters Score -1.270626e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -12706299.000000 Penalty: 3769.260986
	Iteration 40F: 3 clusters Score -1.27063e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -12706351.000000 Penalty: 3769.260986
	Iteration 41Q: 3 clusters Score -1.270635e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107405 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -12706375.000000 Penalty: 3769.260986
	Iteration 42Q: 3 clusters Score -1.270638e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107476 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12706438.000000 Penalty: 3769.260986
	Iteration 43Q: 3 clusters Score -1.270644e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107544 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -12706453.000000 Penalty: 3769.260986
	Iteration 44Q: 3 clusters Score -1.270645e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12706481.000000 Penalty: 3769.260986
	Iteration 45Q: 3 clusters Score -1.270648e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107645 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12706504.000000 Penalty: 3769.260986
	Iteration 46Q: 3 clusters Score -1.27065e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12706511.000000 Penalty: 3769.260986
	Iteration 47Q: 3 clusters Score -1.270651e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12706530.000000 Penalty: 3769.260986
	Iteration 48Q: 3 clusters Score -1.270653e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107765 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -12706548.000000 Penalty: 3769.260986
	Iteration 49Q: 3 clusters Score -1.270655e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12706565.000000 Penalty: 3769.260986
	Iteration 50Q: 3 clusters Score -1.270656e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107814 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12706580.000000 Penalty: 3769.260986
	Iteration 51Q: 3 clusters Score -1.270658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107838 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12706598.000000 Penalty: 3769.260986
	Iteration 52Q: 3 clusters Score -1.27066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107852 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12706601.000000 Penalty: 3769.260986
	Iteration 53Q: 3 clusters Score -1.27066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107858 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12706614.000000 Penalty: 3769.260986
	Iteration 54Q: 3 clusters Score -1.270661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107862 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12706614.000000 Penalty: 3769.260986
	Iteration 55Q: 3 clusters Score -1.270661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107868 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12706615.000000 Penalty: 3769.260986
	Iteration 56Q: 3 clusters Score -1.270662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -12706623.000000 Penalty: 3769.260986
	Iteration 57Q: 3 clusters Score -1.270662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107875 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12706620.000000 Penalty: 3769.260986
	Iteration 58Q: 3 clusters Score -1.270662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107880 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12706630.000000 Penalty: 3769.260986
	Iteration 59Q: 3 clusters Score -1.270663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107882 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12706621.000000 Penalty: 3769.260986
	Iteration 60F: 3 clusters Score -1.270662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107886 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -12706608.000000 Penalty: 3769.260986
	Iteration 61Q: 3 clusters Score -1.270661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12706614.000000 Penalty: 3769.260986
	Iteration 62Q: 3 clusters Score -1.270661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107889 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12706619.000000 Penalty: 3769.260986
	Iteration 63Q: 3 clusters Score -1.270662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12706623.000000 Penalty: 3769.260986
	Iteration 64Q: 3 clusters Score -1.270662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12706623.000000 Penalty: 3769.260986
	Iteration 65F: 3 clusters Score -1.270662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Entering Unmasked Estep 
Score: -2121116.250000 Penalty: 1594.650635
	Iteration 0F: 2 clusters Score -2121116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2108559.250000 Penalty: 3189.301270
	Iteration 0F: 3 clusters Score -2108559 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2113024.500000 Penalty: 3189.301270
	Iteration 1F: 3 clusters Score -2113024 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2113341.000000 Penalty: 3189.301270
	Iteration 2F: 3 clusters Score -2113341 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2113674.000000 Penalty: 3189.301270
	Iteration 3Q: 3 clusters Score -2113674 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2114046.000000 Penalty: 3189.301270
	Iteration 4Q: 3 clusters Score -2114046 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2114475.000000 Penalty: 3189.301270
	Iteration 5Q: 3 clusters Score -2114475 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2114998.250000 Penalty: 3189.301270
	Iteration 6Q: 3 clusters Score -2114998 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2115582.750000 Penalty: 3189.301270
	Iteration 7Q: 3 clusters Score -2115583 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2116196.250000 Penalty: 3189.301270
	Iteration 8Q: 3 clusters Score -2116196 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2116921.250000 Penalty: 3189.301270
	Iteration 9F: 3 clusters Score -2116921 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2117697.000000 Penalty: 3189.301270
	Iteration 10F: 3 clusters Score -2117697 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2118432.000000 Penalty: 3189.301270
	Iteration 11Q: 3 clusters Score -2118432 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2119007.000000 Penalty: 3189.301270
	Iteration 12Q: 3 clusters Score -2119007 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2119360.750000 Penalty: 3189.301270
	Iteration 13Q: 3 clusters Score -2119361 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2119544.000000 Penalty: 3189.301270
	Iteration 14Q: 3 clusters Score -2119544 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2119631.750000 Penalty: 3189.301270
	Iteration 15Q: 3 clusters Score -2119632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2119689.000000 Penalty: 3189.301270
	Iteration 16Q: 3 clusters Score -2119689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2119719.500000 Penalty: 3189.301270
	Iteration 17Q: 3 clusters Score -2119720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2119737.250000 Penalty: 3189.301270
	Iteration 18Q: 3 clusters Score -2119737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2119750.250000 Penalty: 3189.301270
	Iteration 19Q: 3 clusters Score -2119750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2119764.750000 Penalty: 3189.301270
	Iteration 20F: 3 clusters Score -2119765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2119778.500000 Penalty: 3189.301270
	Iteration 21Q: 3 clusters Score -2119778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2119792.000000 Penalty: 3189.301270
	Iteration 22Q: 3 clusters Score -2119792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2119798.000000 Penalty: 3189.301270
	Iteration 23Q: 3 clusters Score -2119798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2119808.250000 Penalty: 3189.301270
	Iteration 24Q: 3 clusters Score -2119808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2119816.750000 Penalty: 3189.301270
	Iteration 25Q: 3 clusters Score -2119817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2119819.750000 Penalty: 3189.301270
	Iteration 26Q: 3 clusters Score -2119820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2119825.750000 Penalty: 3189.301270
	Iteration 27Q: 3 clusters Score -2119826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2119830.750000 Penalty: 3189.301270
	Iteration 28Q: 3 clusters Score -2119831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2119832.500000 Penalty: 3189.301270
	Iteration 29Q: 3 clusters Score -2119832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2119833.250000 Penalty: 3189.301270
	Iteration 30Q: 3 clusters Score -2119833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2119833.250000 Penalty: 3189.301270
	Iteration 31F: 3 clusters Score -2119833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -300290.000000 Penalty: 1277.342773
	Iteration 0F: 2 clusters Score -300290 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 1292 members 
Entering Unmasked Estep 
Score: -297818.875000 Penalty: 2554.685547
	Iteration 0F: 3 clusters Score -297818.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -298325.218750 Penalty: 2554.685547
	Iteration 1F: 3 clusters Score -298325.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -298424.875000 Penalty: 2554.685547
	Iteration 2F: 3 clusters Score -298424.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -298485.812500 Penalty: 2554.685547
	Iteration 3Q: 3 clusters Score -298485.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -298542.843750 Penalty: 2554.685547
	Iteration 4Q: 3 clusters Score -298542.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -298584.875000 Penalty: 2554.685547
	Iteration 5Q: 3 clusters Score -298584.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -298626.843750 Penalty: 2554.685547
	Iteration 6Q: 3 clusters Score -298626.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -298652.875000 Penalty: 2554.685547
	Iteration 7Q: 3 clusters Score -298652.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -298684.687500 Penalty: 2554.685547
	Iteration 8Q: 3 clusters Score -298684.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -298729.343750 Penalty: 2554.685547
	Iteration 9Q: 3 clusters Score -298729.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -298760.062500 Penalty: 2554.685547
	Iteration 10Q: 3 clusters Score -298760.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -298786.750000 Penalty: 2554.685547
	Iteration 11Q: 3 clusters Score -298786.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -298817.312500 Penalty: 2554.685547
	Iteration 12Q: 3 clusters Score -298817.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -298837.562500 Penalty: 2554.685547
	Iteration 13Q: 3 clusters Score -298837.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -298855.531250 Penalty: 2554.685547
	Iteration 14Q: 3 clusters Score -298855.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -298878.343750 Penalty: 2554.685547
	Iteration 15Q: 3 clusters Score -298878.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -298901.000000 Penalty: 2554.685547
	Iteration 16Q: 3 clusters Score -298901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -298923.093750 Penalty: 2554.685547
	Iteration 17Q: 3 clusters Score -298923.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -298939.437500 Penalty: 2554.685547
	Iteration 18Q: 3 clusters Score -298939.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -298954.218750 Penalty: 2554.685547
	Iteration 19Q: 3 clusters Score -298954.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -298970.250000 Penalty: 2554.685547
	Iteration 20F: 3 clusters Score -298970.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -298987.937500 Penalty: 2554.685547
	Iteration 21Q: 3 clusters Score -298987.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -299001.875000 Penalty: 2554.685547
	Iteration 22Q: 3 clusters Score -299001.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -299016.375000 Penalty: 2554.685547
	Iteration 23Q: 3 clusters Score -299016.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -299025.718750 Penalty: 2554.685547
	Iteration 24Q: 3 clusters Score -299025.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -299032.062500 Penalty: 2554.685547
	Iteration 25Q: 3 clusters Score -299032.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -299037.656250 Penalty: 2554.685547
	Iteration 26Q: 3 clusters Score -299037.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -299043.187500 Penalty: 2554.685547
	Iteration 27Q: 3 clusters Score -299043.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -299053.687500 Penalty: 2554.685547
	Iteration 28Q: 3 clusters Score -299053.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -299059.625000 Penalty: 2554.685547
	Iteration 29Q: 3 clusters Score -299059.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -299066.500000 Penalty: 2554.685547
	Iteration 30Q: 3 clusters Score -299066.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -299070.937500 Penalty: 2554.685547
	Iteration 31Q: 3 clusters Score -299070.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -299077.437500 Penalty: 2554.685547
	Iteration 32Q: 3 clusters Score -299077.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -299082.468750 Penalty: 2554.685547
	Iteration 33Q: 3 clusters Score -299082.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -299088.156250 Penalty: 2554.685547
	Iteration 34Q: 3 clusters Score -299088.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -299094.843750 Penalty: 2554.685547
	Iteration 35Q: 3 clusters Score -299094.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -299099.687500 Penalty: 2554.685547
	Iteration 36Q: 3 clusters Score -299099.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -299106.000000 Penalty: 2554.685547
	Iteration 37Q: 3 clusters Score -299106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -299110.812500 Penalty: 2554.685547
	Iteration 38Q: 3 clusters Score -299110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -299112.531250 Penalty: 2554.685547
	Iteration 39Q: 3 clusters Score -299112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -299114.031250 Penalty: 2554.685547
	Iteration 40F: 3 clusters Score -299114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -299115.250000 Penalty: 2554.685547
	Iteration 41Q: 3 clusters Score -299115.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -299115.375000 Penalty: 2554.685547
	Iteration 42Q: 3 clusters Score -299115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -299115.906250 Penalty: 2554.685547
	Iteration 43Q: 3 clusters Score -299115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -299116.468750 Penalty: 2554.685547
	Iteration 44Q: 3 clusters Score -299116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -299116.468750 Penalty: 2554.685547
	Iteration 45F: 3 clusters Score -299116.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -41434.156250 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -41434.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40516.980469 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -40516.98 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40725.328125 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -40725.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40853.691406 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -40853.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40895.804688 Penalty: 1959.190430
	Iteration 3Q: 3 clusters Score -40895.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40939.265625 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -40939.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40994.324219 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -40994.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41023.968750 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -41023.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41037.921875 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -41037.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41042.250000 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -41042.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41043.738281 Penalty: 1959.190430
	Iteration 9Q: 3 clusters Score -41043.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41043.738281 Penalty: 1959.190430
	Iteration 10F: 3 clusters Score -41043.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68837 members 
Entering Unmasked Estep 
Score: -8018483.000000 Penalty: 1810.168213
	Iteration 0F: 2 clusters Score -8018483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -7972616.500000 Penalty: 3620.336426
	Iteration 0F: 3 clusters Score -7972616 nChanged 32604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -7991393.000000 Penalty: 3620.336426
	Iteration 1F: 3 clusters Score -7991393 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -7992167.500000 Penalty: 3620.336426
	Iteration 2Q: 3 clusters Score -7992168 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -7993235.500000 Penalty: 3620.336426
	Iteration 3Q: 3 clusters Score -7993236 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -7994785.000000 Penalty: 3620.336426
	Iteration 4Q: 3 clusters Score -7994785 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -7996852.500000 Penalty: 3620.336426
	Iteration 5F: 3 clusters Score -7996852 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -7999643.500000 Penalty: 3620.336426
	Iteration 6F: 3 clusters Score -7999644 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -8003195.000000 Penalty: 3620.336426
	Iteration 7F: 3 clusters Score -8003195 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -8007067.500000 Penalty: 3620.336426
	Iteration 8F: 3 clusters Score -8007068 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -8009938.500000 Penalty: 3620.336426
	Iteration 9F: 3 clusters Score -8009938 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -8011542.500000 Penalty: 3620.336426
	Iteration 10Q: 3 clusters Score -8011542 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -8012525.000000 Penalty: 3620.336426
	Iteration 11Q: 3 clusters Score -8012525 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -8013225.500000 Penalty: 3620.336426
	Iteration 12Q: 3 clusters Score -8013226 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -8013813.000000 Penalty: 3620.336426
	Iteration 13Q: 3 clusters Score -8013813 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -8014400.000000 Penalty: 3620.336426
	Iteration 14Q: 3 clusters Score -8014400 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -8014927.500000 Penalty: 3620.336426
	Iteration 15Q: 3 clusters Score -8014928 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -8015318.500000 Penalty: 3620.336426
	Iteration 16Q: 3 clusters Score -8015318 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -8015577.500000 Penalty: 3620.336426
	Iteration 17Q: 3 clusters Score -8015578 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -8015840.000000 Penalty: 3620.336426
	Iteration 18Q: 3 clusters Score -8015840 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -8016086.000000 Penalty: 3620.336426
	Iteration 19Q: 3 clusters Score -8016086 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -8016289.000000 Penalty: 3620.336426
	Iteration 20F: 3 clusters Score -8016289 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8016417.500000 Penalty: 3620.336426
	Iteration 21Q: 3 clusters Score -8016418 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8016555.500000 Penalty: 3620.336426
	Iteration 22Q: 3 clusters Score -8016556 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8016698.000000 Penalty: 3620.336426
	Iteration 23Q: 3 clusters Score -8016698 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8016762.500000 Penalty: 3620.336426
	Iteration 24Q: 3 clusters Score -8016762 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8016827.000000 Penalty: 3620.336426
	Iteration 25Q: 3 clusters Score -8016827 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8016901.000000 Penalty: 3620.336426
	Iteration 26Q: 3 clusters Score -8016901 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8016950.500000 Penalty: 3620.336426
	Iteration 27Q: 3 clusters Score -8016950 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8016970.000000 Penalty: 3620.336426
	Iteration 28Q: 3 clusters Score -8016970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8017001.500000 Penalty: 3620.336426
	Iteration 29Q: 3 clusters Score -8017002 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8017028.500000 Penalty: 3620.336426
	Iteration 30Q: 3 clusters Score -8017028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8017041.000000 Penalty: 3620.336426
	Iteration 31Q: 3 clusters Score -8017041 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8017057.000000 Penalty: 3620.336426
	Iteration 32Q: 3 clusters Score -8017057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8017070.000000 Penalty: 3620.336426
	Iteration 33Q: 3 clusters Score -8017070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8017067.000000 Penalty: 3620.336426
	Iteration 34Q: 3 clusters Score -8017067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8017065.000000 Penalty: 3620.336426
	Iteration 35Q: 3 clusters Score -8017065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8017090.000000 Penalty: 3620.336426
	Iteration 36Q: 3 clusters Score -8017090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8017092.000000 Penalty: 3620.336426
	Iteration 37Q: 3 clusters Score -8017092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67617 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8017109.000000 Penalty: 3620.336426
	Iteration 38Q: 3 clusters Score -8017109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8017112.500000 Penalty: 3620.336426
	Iteration 39Q: 3 clusters Score -8017112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8017119.500000 Penalty: 3620.336426
	Iteration 40F: 3 clusters Score -8017120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8017121.000000 Penalty: 3620.336426
	Iteration 41Q: 3 clusters Score -8017121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8017125.000000 Penalty: 3620.336426
	Iteration 42Q: 3 clusters Score -8017125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8017137.500000 Penalty: 3620.336426
	Iteration 43Q: 3 clusters Score -8017138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8017135.500000 Penalty: 3620.336426
	Iteration 44Q: 3 clusters Score -8017136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67812 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8017143.000000 Penalty: 3620.336426
	Iteration 45Q: 3 clusters Score -8017143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8017132.000000 Penalty: 3620.336426
	Iteration 46Q: 3 clusters Score -8017132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8017121.500000 Penalty: 3620.336426
	Iteration 47Q: 3 clusters Score -8017122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8017125.500000 Penalty: 3620.336426
	Iteration 48Q: 3 clusters Score -8017126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8017125.500000 Penalty: 3620.336426
	Iteration 49Q: 3 clusters Score -8017126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8017130.500000 Penalty: 3620.336426
	Iteration 50Q: 3 clusters Score -8017130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8017131.000000 Penalty: 3620.336426
	Iteration 51Q: 3 clusters Score -8017131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8017125.000000 Penalty: 3620.336426
	Iteration 52Q: 3 clusters Score -8017125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8017127.000000 Penalty: 3620.336426
	Iteration 53Q: 3 clusters Score -8017127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8017134.000000 Penalty: 3620.336426
	Iteration 54Q: 3 clusters Score -8017134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8017130.500000 Penalty: 3620.336426
	Iteration 55Q: 3 clusters Score -8017130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8017126.500000 Penalty: 3620.336426
	Iteration 56Q: 3 clusters Score -8017126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8017131.000000 Penalty: 3620.336426
	Iteration 57Q: 3 clusters Score -8017131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8017128.000000 Penalty: 3620.336426
	Iteration 58Q: 3 clusters Score -8017128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67950 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8017141.000000 Penalty: 3620.336426
	Iteration 59Q: 3 clusters Score -8017141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8017147.500000 Penalty: 3620.336426
	Iteration 60F: 3 clusters Score -8017148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8017145.000000 Penalty: 3620.336426
	Iteration 61Q: 3 clusters Score -8017145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8017150.500000 Penalty: 3620.336426
	Iteration 62Q: 3 clusters Score -8017150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8017152.000000 Penalty: 3620.336426
	Iteration 63Q: 3 clusters Score -8017152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8017153.500000 Penalty: 3620.336426
	Iteration 64Q: 3 clusters Score -8017154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8017152.500000 Penalty: 3620.336426
	Iteration 65Q: 3 clusters Score -8017152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8017155.000000 Penalty: 3620.336426
	Iteration 66Q: 3 clusters Score -8017155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8017155.000000 Penalty: 3620.336426
	Iteration 67F: 3 clusters Score -8017155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (111573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111573 members 
Entering Unmasked Estep 
Score: -13042603.000000 Penalty: 1888.645630
	Iteration 0F: 2 clusters Score -1.30426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -12972713.000000 Penalty: 3777.291260
	Iteration 0F: 3 clusters Score -1.297271e+07 nChanged 53471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -13004997.000000 Penalty: 3777.291260
	Iteration 1F: 3 clusters Score -1.3005e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -13005924.000000 Penalty: 3777.291260
	Iteration 2Q: 3 clusters Score -1.300592e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -13007447.000000 Penalty: 3777.291260
	Iteration 3Q: 3 clusters Score -1.300745e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -13009557.000000 Penalty: 3777.291260
	Iteration 4Q: 3 clusters Score -1.300956e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -13012701.000000 Penalty: 3777.291260
	Iteration 5F: 3 clusters Score -1.30127e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -13017157.000000 Penalty: 3777.291260
	Iteration 6F: 3 clusters Score -1.301716e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -13022644.000000 Penalty: 3777.291260
	Iteration 7F: 3 clusters Score -1.302264e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -13027665.000000 Penalty: 3777.291260
	Iteration 8F: 3 clusters Score -1.302766e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -13030706.000000 Penalty: 3777.291260
	Iteration 9F: 3 clusters Score -1.303071e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -13031969.000000 Penalty: 3777.291260
	Iteration 10Q: 3 clusters Score -1.303197e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -13032708.000000 Penalty: 3777.291260
	Iteration 11Q: 3 clusters Score -1.303271e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -13033442.000000 Penalty: 3777.291260
	Iteration 12Q: 3 clusters Score -1.303344e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -13034168.000000 Penalty: 3777.291260
	Iteration 13Q: 3 clusters Score -1.303417e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -13034830.000000 Penalty: 3777.291260
	Iteration 14Q: 3 clusters Score -1.303483e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -13035553.000000 Penalty: 3777.291260
	Iteration 15Q: 3 clusters Score -1.303555e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -13036126.000000 Penalty: 3777.291260
	Iteration 16Q: 3 clusters Score -1.303613e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -13036562.000000 Penalty: 3777.291260
	Iteration 17Q: 3 clusters Score -1.303656e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -13036933.000000 Penalty: 3777.291260
	Iteration 18Q: 3 clusters Score -1.303693e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -13037153.000000 Penalty: 3777.291260
	Iteration 19Q: 3 clusters Score -1.303715e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -13037272.000000 Penalty: 3777.291260
	Iteration 20F: 3 clusters Score -1.303727e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -13037381.000000 Penalty: 3777.291260
	Iteration 21Q: 3 clusters Score -1.303738e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -13037480.000000 Penalty: 3777.291260
	Iteration 22Q: 3 clusters Score -1.303748e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -13037546.000000 Penalty: 3777.291260
	Iteration 23Q: 3 clusters Score -1.303755e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -13037599.000000 Penalty: 3777.291260
	Iteration 24Q: 3 clusters Score -1.30376e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -13037594.000000 Penalty: 3777.291260
	Iteration 25Q: 3 clusters Score -1.303759e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -13037619.000000 Penalty: 3777.291260
	Iteration 26Q: 3 clusters Score -1.303762e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -13037589.000000 Penalty: 3777.291260
	Iteration 27Q: 3 clusters Score -1.303759e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -13037597.000000 Penalty: 3777.291260
	Iteration 28Q: 3 clusters Score -1.30376e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -13037626.000000 Penalty: 3777.291260
	Iteration 29Q: 3 clusters Score -1.303763e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -13037621.000000 Penalty: 3777.291260
	Iteration 30Q: 3 clusters Score -1.303762e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -13037646.000000 Penalty: 3777.291260
	Iteration 31Q: 3 clusters Score -1.303765e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -13037658.000000 Penalty: 3777.291260
	Iteration 32Q: 3 clusters Score -1.303766e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -13037687.000000 Penalty: 3777.291260
	Iteration 33Q: 3 clusters Score -1.303769e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -13037684.000000 Penalty: 3777.291260
	Iteration 34Q: 3 clusters Score -1.303768e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -13037685.000000 Penalty: 3777.291260
	Iteration 35Q: 3 clusters Score -1.303768e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -13037701.000000 Penalty: 3777.291260
	Iteration 36Q: 3 clusters Score -1.30377e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -13037685.000000 Penalty: 3777.291260
	Iteration 37Q: 3 clusters Score -1.303768e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -13037688.000000 Penalty: 3777.291260
	Iteration 38Q: 3 clusters Score -1.303769e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -13037696.000000 Penalty: 3777.291260
	Iteration 39Q: 3 clusters Score -1.30377e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -13037705.000000 Penalty: 3777.291260
	Iteration 40F: 3 clusters Score -1.30377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -13037708.000000 Penalty: 3777.291260
	Iteration 41Q: 3 clusters Score -1.303771e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -13037690.000000 Penalty: 3777.291260
	Iteration 42Q: 3 clusters Score -1.303769e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -13037677.000000 Penalty: 3777.291260
	Iteration 43Q: 3 clusters Score -1.303768e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -13037694.000000 Penalty: 3777.291260
	Iteration 44Q: 3 clusters Score -1.303769e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -13037682.000000 Penalty: 3777.291260
	Iteration 45Q: 3 clusters Score -1.303768e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -13037680.000000 Penalty: 3777.291260
	Iteration 46Q: 3 clusters Score -1.303768e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -13037673.000000 Penalty: 3777.291260
	Iteration 47Q: 3 clusters Score -1.303767e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -13037651.000000 Penalty: 3777.291260
	Iteration 48Q: 3 clusters Score -1.303765e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -13037636.000000 Penalty: 3777.291260
	Iteration 49Q: 3 clusters Score -1.303764e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -13037655.000000 Penalty: 3777.291260
	Iteration 50Q: 3 clusters Score -1.303766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -13037655.000000 Penalty: 3777.291260
	Iteration 51Q: 3 clusters Score -1.303766e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -13037653.000000 Penalty: 3777.291260
	Iteration 52Q: 3 clusters Score -1.303765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -13037664.000000 Penalty: 3777.291260
	Iteration 53Q: 3 clusters Score -1.303766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -13037655.000000 Penalty: 3777.291260
	Iteration 54Q: 3 clusters Score -1.303766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -13037652.000000 Penalty: 3777.291260
	Iteration 55Q: 3 clusters Score -1.303765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -13037676.000000 Penalty: 3777.291260
	Iteration 56Q: 3 clusters Score -1.303768e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -13037665.000000 Penalty: 3777.291260
	Iteration 57Q: 3 clusters Score -1.303766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -13037671.000000 Penalty: 3777.291260
	Iteration 58Q: 3 clusters Score -1.303767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -13037661.000000 Penalty: 3777.291260
	Iteration 59Q: 3 clusters Score -1.303766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -13037662.000000 Penalty: 3777.291260
	Iteration 60F: 3 clusters Score -1.303766e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -13037673.000000 Penalty: 3777.291260
	Iteration 61Q: 3 clusters Score -1.303767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -13037663.000000 Penalty: 3777.291260
	Iteration 62Q: 3 clusters Score -1.303766e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -13037666.000000 Penalty: 3777.291260
	Iteration 63Q: 3 clusters Score -1.303767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -13037674.000000 Penalty: 3777.291260
	Iteration 64Q: 3 clusters Score -1.303767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -13037674.000000 Penalty: 3777.291260
	Iteration 65Q: 3 clusters Score -1.303767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -13037675.000000 Penalty: 3777.291260
	Iteration 66Q: 3 clusters Score -1.303768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -13037671.000000 Penalty: 3777.291260
	Iteration 67Q: 3 clusters Score -1.303767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -13037660.000000 Penalty: 3777.291260
	Iteration 68Q: 3 clusters Score -1.303766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -13037667.000000 Penalty: 3777.291260
	Iteration 69Q: 3 clusters Score -1.303767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -13037664.000000 Penalty: 3777.291260
	Iteration 70Q: 3 clusters Score -1.303766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -13037665.000000 Penalty: 3777.291260
	Iteration 71Q: 3 clusters Score -1.303766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -13037661.000000 Penalty: 3777.291260
	Iteration 72Q: 3 clusters Score -1.303766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -13037664.000000 Penalty: 3777.291260
	Iteration 73Q: 3 clusters Score -1.303766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -13037660.000000 Penalty: 3777.291260
	Iteration 74Q: 3 clusters Score -1.303766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -13037664.000000 Penalty: 3777.291260
	Iteration 75Q: 3 clusters Score -1.303766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -13037660.000000 Penalty: 3777.291260
	Iteration 76Q: 3 clusters Score -1.303766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -13037665.000000 Penalty: 3777.291260
	Iteration 77Q: 3 clusters Score -1.303766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -13037673.000000 Penalty: 3777.291260
	Iteration 78Q: 3 clusters Score -1.303767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -13037673.000000 Penalty: 3777.291260
	Iteration 79Q: 3 clusters Score -1.303767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -13037664.000000 Penalty: 3777.291260
	Iteration 80F: 3 clusters Score -1.303766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -13037671.000000 Penalty: 3777.291260
	Iteration 81Q: 3 clusters Score -1.303767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -13037679.000000 Penalty: 3777.291260
	Iteration 82Q: 3 clusters Score -1.303768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -13037692.000000 Penalty: 3777.291260
	Iteration 83Q: 3 clusters Score -1.303769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -13037682.000000 Penalty: 3777.291260
	Iteration 84Q: 3 clusters Score -1.303768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -13037679.000000 Penalty: 3777.291260
	Iteration 85Q: 3 clusters Score -1.303768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -13037683.000000 Penalty: 3777.291260
	Iteration 86Q: 3 clusters Score -1.303768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -13037684.000000 Penalty: 3777.291260
	Iteration 87Q: 3 clusters Score -1.303768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -13037684.000000 Penalty: 3777.291260
	Iteration 88Q: 3 clusters Score -1.303768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -13037684.000000 Penalty: 3777.291260
	Iteration 89F: 3 clusters Score -1.303768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Entering Unmasked Estep 
Score: -1473981.875000 Penalty: 1535.033569
	Iteration 0F: 2 clusters Score -1473982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1465131.750000 Penalty: 3070.067139
	Iteration 0F: 3 clusters Score -1465132 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1468257.875000 Penalty: 3070.067139
	Iteration 1F: 3 clusters Score -1468258 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1468654.625000 Penalty: 3070.067139
	Iteration 2F: 3 clusters Score -1468655 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1469045.000000 Penalty: 3070.067139
	Iteration 3F: 3 clusters Score -1469045 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1469428.500000 Penalty: 3070.067139
	Iteration 4F: 3 clusters Score -1469428 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1469780.875000 Penalty: 3070.067139
	Iteration 5F: 3 clusters Score -1469781 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1470148.125000 Penalty: 3070.067139
	Iteration 6F: 3 clusters Score -1470148 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1470554.375000 Penalty: 3070.067139
	Iteration 7F: 3 clusters Score -1470554 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1470950.000000 Penalty: 3070.067139
	Iteration 8Q: 3 clusters Score -1470950 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1471285.000000 Penalty: 3070.067139
	Iteration 9Q: 3 clusters Score -1471285 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1471558.375000 Penalty: 3070.067139
	Iteration 10Q: 3 clusters Score -1471558 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1471754.500000 Penalty: 3070.067139
	Iteration 11Q: 3 clusters Score -1471754 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1471910.375000 Penalty: 3070.067139
	Iteration 12Q: 3 clusters Score -1471910 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1472047.000000 Penalty: 3070.067139
	Iteration 13Q: 3 clusters Score -1472047 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1472153.250000 Penalty: 3070.067139
	Iteration 14Q: 3 clusters Score -1472153 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1472245.000000 Penalty: 3070.067139
	Iteration 15Q: 3 clusters Score -1472245 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1472324.875000 Penalty: 3070.067139
	Iteration 16Q: 3 clusters Score -1472325 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1472399.875000 Penalty: 3070.067139
	Iteration 17Q: 3 clusters Score -1472400 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1472446.500000 Penalty: 3070.067139
	Iteration 18Q: 3 clusters Score -1472446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1472497.125000 Penalty: 3070.067139
	Iteration 19Q: 3 clusters Score -1472497 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1472542.375000 Penalty: 3070.067139
	Iteration 20F: 3 clusters Score -1472542 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1472577.125000 Penalty: 3070.067139
	Iteration 21Q: 3 clusters Score -1472577 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1472616.875000 Penalty: 3070.067139
	Iteration 22Q: 3 clusters Score -1472617 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1472649.250000 Penalty: 3070.067139
	Iteration 23Q: 3 clusters Score -1472649 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1472675.375000 Penalty: 3070.067139
	Iteration 24Q: 3 clusters Score -1472675 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1472709.000000 Penalty: 3070.067139
	Iteration 25Q: 3 clusters Score -1472709 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1472750.250000 Penalty: 3070.067139
	Iteration 26Q: 3 clusters Score -1472750 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1472781.875000 Penalty: 3070.067139
	Iteration 27Q: 3 clusters Score -1472782 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1472813.125000 Penalty: 3070.067139
	Iteration 28Q: 3 clusters Score -1472813 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1472828.625000 Penalty: 3070.067139
	Iteration 29Q: 3 clusters Score -1472829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1472857.500000 Penalty: 3070.067139
	Iteration 30Q: 3 clusters Score -1472858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1472902.000000 Penalty: 3070.067139
	Iteration 31Q: 3 clusters Score -1472902 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1472942.750000 Penalty: 3070.067139
	Iteration 32Q: 3 clusters Score -1472943 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1472987.875000 Penalty: 3070.067139
	Iteration 33Q: 3 clusters Score -1472988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1473033.625000 Penalty: 3070.067139
	Iteration 34Q: 3 clusters Score -1473034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1473053.125000 Penalty: 3070.067139
	Iteration 35Q: 3 clusters Score -1473053 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1473075.750000 Penalty: 3070.067139
	Iteration 36Q: 3 clusters Score -1473076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1473101.875000 Penalty: 3070.067139
	Iteration 37Q: 3 clusters Score -1473102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1473118.375000 Penalty: 3070.067139
	Iteration 38Q: 3 clusters Score -1473118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1473136.250000 Penalty: 3070.067139
	Iteration 39Q: 3 clusters Score -1473136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1473153.625000 Penalty: 3070.067139
	Iteration 40F: 3 clusters Score -1473154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1473174.125000 Penalty: 3070.067139
	Iteration 41Q: 3 clusters Score -1473174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1473190.875000 Penalty: 3070.067139
	Iteration 42Q: 3 clusters Score -1473191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1473208.375000 Penalty: 3070.067139
	Iteration 43Q: 3 clusters Score -1473208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1473218.750000 Penalty: 3070.067139
	Iteration 44Q: 3 clusters Score -1473219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1473229.875000 Penalty: 3070.067139
	Iteration 45Q: 3 clusters Score -1473230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1473240.000000 Penalty: 3070.067139
	Iteration 46Q: 3 clusters Score -1473240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1473244.875000 Penalty: 3070.067139
	Iteration 47Q: 3 clusters Score -1473245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1473248.125000 Penalty: 3070.067139
	Iteration 48Q: 3 clusters Score -1473248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1473253.625000 Penalty: 3070.067139
	Iteration 49Q: 3 clusters Score -1473254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1473255.875000 Penalty: 3070.067139
	Iteration 50Q: 3 clusters Score -1473256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1473254.875000 Penalty: 3070.067139
	Iteration 51Q: 3 clusters Score -1473255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1473255.250000 Penalty: 3070.067139
	Iteration 52Q: 3 clusters Score -1473255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1473256.750000 Penalty: 3070.067139
	Iteration 53Q: 3 clusters Score -1473257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1473258.875000 Penalty: 3070.067139
	Iteration 54Q: 3 clusters Score -1473259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1473258.750000 Penalty: 3070.067139
	Iteration 55Q: 3 clusters Score -1473259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1473259.625000 Penalty: 3070.067139
	Iteration 56Q: 3 clusters Score -1473260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1473264.750000 Penalty: 3070.067139
	Iteration 57Q: 3 clusters Score -1473265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1473263.500000 Penalty: 3070.067139
	Iteration 58Q: 3 clusters Score -1473264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1473264.375000 Penalty: 3070.067139
	Iteration 59Q: 3 clusters Score -1473264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1473267.250000 Penalty: 3070.067139
	Iteration 60F: 3 clusters Score -1473267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1473267.375000 Penalty: 3070.067139
	Iteration 61Q: 3 clusters Score -1473267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1473270.000000 Penalty: 3070.067139
	Iteration 62Q: 3 clusters Score -1473270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1473270.000000 Penalty: 3070.067139
	Iteration 63F: 3 clusters Score -1473270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (112018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112018 members 
Entering Unmasked Estep 
Score: -13137532.000000 Penalty: 1889.292480
	Iteration 0F: 2 clusters Score -1.313753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -13068198.000000 Penalty: 3778.584961
	Iteration 0F: 3 clusters Score -1.30682e+07 nChanged 53688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -13099474.000000 Penalty: 3778.584961
	Iteration 1F: 3 clusters Score -1.309947e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -13100024.000000 Penalty: 3778.584961
	Iteration 2Q: 3 clusters Score -1.310002e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -13100548.000000 Penalty: 3778.584961
	Iteration 3Q: 3 clusters Score -1.310055e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -13101174.000000 Penalty: 3778.584961
	Iteration 4Q: 3 clusters Score -1.310117e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -13102056.000000 Penalty: 3778.584961
	Iteration 5Q: 3 clusters Score -1.310206e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -13103343.000000 Penalty: 3778.584961
	Iteration 6Q: 3 clusters Score -1.310334e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -13105556.000000 Penalty: 3778.584961
	Iteration 7Q: 3 clusters Score -1.310556e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -13108867.000000 Penalty: 3778.584961
	Iteration 8F: 3 clusters Score -1.310887e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -13114043.000000 Penalty: 3778.584961
	Iteration 9F: 3 clusters Score -1.311404e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 82768 members 
Entering Unmasked Estep 
Score: -13119372.000000 Penalty: 3778.584961
	Iteration 10F: 3 clusters Score -1.311937e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -13123598.000000 Penalty: 3778.584961
	Iteration 11F: 3 clusters Score -1.31236e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 89196 members 
Entering Unmasked Estep 
Score: -13126264.000000 Penalty: 3778.584961
	Iteration 12Q: 3 clusters Score -1.312626e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -13127478.000000 Penalty: 3778.584961
	Iteration 13Q: 3 clusters Score -1.312748e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -13128142.000000 Penalty: 3778.584961
	Iteration 14Q: 3 clusters Score -1.312814e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 94288 members 
Entering Unmasked Estep 
Score: -13128631.000000 Penalty: 3778.584961
	Iteration 15Q: 3 clusters Score -1.312863e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -13129160.000000 Penalty: 3778.584961
	Iteration 16Q: 3 clusters Score -1.312916e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 97219 members 
Entering Unmasked Estep 
Score: -13129683.000000 Penalty: 3778.584961
	Iteration 17Q: 3 clusters Score -1.312968e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -13130177.000000 Penalty: 3778.584961
	Iteration 18Q: 3 clusters Score -1.313018e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 99998 members 
Entering Unmasked Estep 
Score: -13130532.000000 Penalty: 3778.584961
	Iteration 19Q: 3 clusters Score -1.313053e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 101357 members 
Entering Unmasked Estep 
Score: -13131373.000000 Penalty: 3778.584961
	Iteration 20F: 3 clusters Score -1.313137e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 102746 members 
Entering Unmasked Estep 
Score: -13132310.000000 Penalty: 3778.584961
	Iteration 21Q: 3 clusters Score -1.313231e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 104088 members 
Entering Unmasked Estep 
Score: -13133122.000000 Penalty: 3778.584961
	Iteration 22Q: 3 clusters Score -1.313312e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -13133794.000000 Penalty: 3778.584961
	Iteration 23Q: 3 clusters Score -1.313379e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -13134262.000000 Penalty: 3778.584961
	Iteration 24Q: 3 clusters Score -1.313426e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 107203 members 
Entering Unmasked Estep 
Score: -13134681.000000 Penalty: 3778.584961
	Iteration 25Q: 3 clusters Score -1.313468e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -13135039.000000 Penalty: 3778.584961
	Iteration 26Q: 3 clusters Score -1.313504e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -13135298.000000 Penalty: 3778.584961
	Iteration 27Q: 3 clusters Score -1.31353e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 109224 members 
Entering Unmasked Estep 
Score: -13135513.000000 Penalty: 3778.584961
	Iteration 28Q: 3 clusters Score -1.313551e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 109674 members 
Entering Unmasked Estep 
Score: -13135674.000000 Penalty: 3778.584961
	Iteration 29Q: 3 clusters Score -1.313567e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 110048 members 
Entering Unmasked Estep 
Score: -13135807.000000 Penalty: 3778.584961
	Iteration 30Q: 3 clusters Score -1.313581e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -13135942.000000 Penalty: 3778.584961
	Iteration 31Q: 3 clusters Score -1.313594e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 110608 members 
Entering Unmasked Estep 
Score: -13135985.000000 Penalty: 3778.584961
	Iteration 32Q: 3 clusters Score -1.313598e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -13136004.000000 Penalty: 3778.584961
	Iteration 33Q: 3 clusters Score -1.3136e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 110980 members 
Entering Unmasked Estep 
Score: -13136067.000000 Penalty: 3778.584961
	Iteration 34Q: 3 clusters Score -1.313607e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 111111 members 
Entering Unmasked Estep 
Score: -13136098.000000 Penalty: 3778.584961
	Iteration 35Q: 3 clusters Score -1.31361e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 111203 members 
Entering Unmasked Estep 
Score: -13136106.000000 Penalty: 3778.584961
	Iteration 36Q: 3 clusters Score -1.313611e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 111269 members 
Entering Unmasked Estep 
Score: -13136112.000000 Penalty: 3778.584961
	Iteration 37Q: 3 clusters Score -1.313611e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 111332 members 
Entering Unmasked Estep 
Score: -13136142.000000 Penalty: 3778.584961
	Iteration 38Q: 3 clusters Score -1.313614e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 111375 members 
Entering Unmasked Estep 
Score: -13136149.000000 Penalty: 3778.584961
	Iteration 39Q: 3 clusters Score -1.313615e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 111408 members 
Entering Unmasked Estep 
Score: -13136154.000000 Penalty: 3778.584961
	Iteration 40F: 3 clusters Score -1.313615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 111434 members 
Entering Unmasked Estep 
Score: -13136156.000000 Penalty: 3778.584961
	Iteration 41Q: 3 clusters Score -1.313616e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 111463 members 
Entering Unmasked Estep 
Score: -13136159.000000 Penalty: 3778.584961
	Iteration 42Q: 3 clusters Score -1.313616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -13136159.000000 Penalty: 3778.584961
	Iteration 43Q: 3 clusters Score -1.313616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 111497 members 
Entering Unmasked Estep 
Score: -13136173.000000 Penalty: 3778.584961
	Iteration 44Q: 3 clusters Score -1.313617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 111509 members 
Entering Unmasked Estep 
Score: -13136160.000000 Penalty: 3778.584961
	Iteration 45Q: 3 clusters Score -1.313616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 111517 members 
Entering Unmasked Estep 
Score: -13136160.000000 Penalty: 3778.584961
	Iteration 46Q: 3 clusters Score -1.313616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 111522 members 
Entering Unmasked Estep 
Score: -13136155.000000 Penalty: 3778.584961
	Iteration 47Q: 3 clusters Score -1.313616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 111526 members 
Entering Unmasked Estep 
Score: -13136149.000000 Penalty: 3778.584961
	Iteration 48Q: 3 clusters Score -1.313615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 111528 members 
Entering Unmasked Estep 
Score: -13136153.000000 Penalty: 3778.584961
	Iteration 49Q: 3 clusters Score -1.313615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 111533 members 
Entering Unmasked Estep 
Score: -13136143.000000 Penalty: 3778.584961
	Iteration 50Q: 3 clusters Score -1.313614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 111536 members 
Entering Unmasked Estep 
Score: -13136138.000000 Penalty: 3778.584961
	Iteration 51Q: 3 clusters Score -1.313614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 111538 members 
Entering Unmasked Estep 
Score: -13136151.000000 Penalty: 3778.584961
	Iteration 52Q: 3 clusters Score -1.313615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 111538 members 
Entering Unmasked Estep 
Score: -13136151.000000 Penalty: 3778.584961
	Iteration 53F: 3 clusters Score -1.313615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -14068.175781 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -14068.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13391.659180 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -13391.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13442.858398 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -13442.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13450.807617 Penalty: 1669.134521
	Iteration 2Q: 3 clusters Score -13450.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13459.785156 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -13459.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13464.454102 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -13464.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13465.609375 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -13465.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13465.609375 Penalty: 1669.134521
	Iteration 6F: 3 clusters Score -13465.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -189462.781250 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -189462.8 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 830 members 
Entering Unmasked Estep 
Score: -187547.468750 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -187547.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -187903.156250 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -187903.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -187994.859375 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -187994.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -188061.046875 Penalty: 2407.180908
	Iteration 3F: 3 clusters Score -188061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -188108.343750 Penalty: 2407.180908
	Iteration 4Q: 3 clusters Score -188108.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -188140.000000 Penalty: 2407.180908
	Iteration 5Q: 3 clusters Score -188140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -188174.781250 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -188174.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -188203.984375 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -188204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -188219.343750 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -188219.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -188231.812500 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -188231.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -188246.250000 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -188246.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -188258.265625 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -188258.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -188271.156250 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -188271.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -188283.140625 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -188283.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -188298.921875 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -188298.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -188311.031250 Penalty: 2407.180908
	Iteration 15Q: 3 clusters Score -188311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -188328.625000 Penalty: 2407.180908
	Iteration 16Q: 3 clusters Score -188328.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -188360.968750 Penalty: 2407.180908
	Iteration 17Q: 3 clusters Score -188361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -188394.234375 Penalty: 2407.180908
	Iteration 18Q: 3 clusters Score -188394.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -188422.578125 Penalty: 2407.180908
	Iteration 19Q: 3 clusters Score -188422.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -188438.703125 Penalty: 2407.180908
	Iteration 20F: 3 clusters Score -188438.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -188454.218750 Penalty: 2407.180908
	Iteration 21Q: 3 clusters Score -188454.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -188463.656250 Penalty: 2407.180908
	Iteration 22Q: 3 clusters Score -188463.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -188472.140625 Penalty: 2407.180908
	Iteration 23Q: 3 clusters Score -188472.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -188478.015625 Penalty: 2407.180908
	Iteration 24Q: 3 clusters Score -188478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -188485.578125 Penalty: 2407.180908
	Iteration 25Q: 3 clusters Score -188485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -188489.390625 Penalty: 2407.180908
	Iteration 26Q: 3 clusters Score -188489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -188493.296875 Penalty: 2407.180908
	Iteration 27Q: 3 clusters Score -188493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -188494.828125 Penalty: 2407.180908
	Iteration 28Q: 3 clusters Score -188494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -188497.656250 Penalty: 2407.180908
	Iteration 29Q: 3 clusters Score -188497.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -188500.390625 Penalty: 2407.180908
	Iteration 30Q: 3 clusters Score -188500.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -188504.968750 Penalty: 2407.180908
	Iteration 31Q: 3 clusters Score -188505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -188507.484375 Penalty: 2407.180908
	Iteration 32Q: 3 clusters Score -188507.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -188511.640625 Penalty: 2407.180908
	Iteration 33Q: 3 clusters Score -188511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -188515.140625 Penalty: 2407.180908
	Iteration 34Q: 3 clusters Score -188515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -188518.578125 Penalty: 2407.180908
	Iteration 35Q: 3 clusters Score -188518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -188522.812500 Penalty: 2407.180908
	Iteration 36Q: 3 clusters Score -188522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -188524.968750 Penalty: 2407.180908
	Iteration 37Q: 3 clusters Score -188525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -188527.468750 Penalty: 2407.180908
	Iteration 38Q: 3 clusters Score -188527.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -188531.484375 Penalty: 2407.180908
	Iteration 39Q: 3 clusters Score -188531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -188536.968750 Penalty: 2407.180908
	Iteration 40F: 3 clusters Score -188537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -188541.390625 Penalty: 2407.180908
	Iteration 41Q: 3 clusters Score -188541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -188544.484375 Penalty: 2407.180908
	Iteration 42Q: 3 clusters Score -188544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -188546.437500 Penalty: 2407.180908
	Iteration 43Q: 3 clusters Score -188546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -188546.687500 Penalty: 2407.180908
	Iteration 44Q: 3 clusters Score -188546.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -188546.687500 Penalty: 2407.180908
	Iteration 45F: 3 clusters Score -188546.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (134259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134259 members 
Entering Unmasked Estep 
Score: -15434551.000000 Penalty: 1918.722900
	Iteration 0F: 2 clusters Score -1.543455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -15351162.000000 Penalty: 3837.445801
	Iteration 0F: 3 clusters Score -1.535116e+07 nChanged 64501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -15389103.000000 Penalty: 3837.445801
	Iteration 1F: 3 clusters Score -1.53891e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -15390365.000000 Penalty: 3837.445801
	Iteration 2Q: 3 clusters Score -1.539036e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -15392335.000000 Penalty: 3837.445801
	Iteration 3Q: 3 clusters Score -1.539234e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86981 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -15396110.000000 Penalty: 3837.445801
	Iteration 4F: 3 clusters Score -1.539611e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -15402684.000000 Penalty: 3837.445801
	Iteration 5F: 3 clusters Score -1.540268e+07 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108342 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -15412323.000000 Penalty: 3837.445801
	Iteration 6F: 3 clusters Score -1.541232e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119876 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -15422268.000000 Penalty: 3837.445801
	Iteration 7F: 3 clusters Score -1.542227e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128289 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -15428838.000000 Penalty: 3837.445801
	Iteration 8F: 3 clusters Score -1.542884e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132374 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -15431697.000000 Penalty: 3837.445801
	Iteration 9Q: 3 clusters Score -1.54317e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133636 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -15432507.000000 Penalty: 3837.445801
	Iteration 10Q: 3 clusters Score -1.543251e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133949 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15432685.000000 Penalty: 3837.445801
	Iteration 11Q: 3 clusters Score -1.543268e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134041 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15432796.000000 Penalty: 3837.445801
	Iteration 12Q: 3 clusters Score -1.54328e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134071 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15432830.000000 Penalty: 3837.445801
	Iteration 13Q: 3 clusters Score -1.543283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134086 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15432864.000000 Penalty: 3837.445801
	Iteration 14Q: 3 clusters Score -1.543286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134092 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15432885.000000 Penalty: 3837.445801
	Iteration 15Q: 3 clusters Score -1.543288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134092 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15432875.000000 Penalty: 3837.445801
	Iteration 16Q: 3 clusters Score -1.543288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134093 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15432877.000000 Penalty: 3837.445801
	Iteration 17Q: 3 clusters Score -1.543288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134094 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15432885.000000 Penalty: 3837.445801
	Iteration 18Q: 3 clusters Score -1.543288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134093 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15432889.000000 Penalty: 3837.445801
	Iteration 19Q: 3 clusters Score -1.543289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134095 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15432901.000000 Penalty: 3837.445801
	Iteration 20F: 3 clusters Score -1.54329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134096 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15432896.000000 Penalty: 3837.445801
	Iteration 21Q: 3 clusters Score -1.54329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134096 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15432896.000000 Penalty: 3837.445801
	Iteration 22F: 3 clusters Score -1.54329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -505928.843750 Penalty: 1361.675171
	Iteration 0F: 2 clusters Score -505928.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -502365.031250 Penalty: 2723.350342
	Iteration 0F: 3 clusters Score -502365 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -503307.406250 Penalty: 2723.350342
	Iteration 1F: 3 clusters Score -503307.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -503482.750000 Penalty: 2723.350342
	Iteration 2F: 3 clusters Score -503482.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -503599.843750 Penalty: 2723.350342
	Iteration 3F: 3 clusters Score -503599.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -503673.562500 Penalty: 2723.350342
	Iteration 4Q: 3 clusters Score -503673.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -503742.968750 Penalty: 2723.350342
	Iteration 5Q: 3 clusters Score -503743 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -503794.875000 Penalty: 2723.350342
	Iteration 6Q: 3 clusters Score -503794.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -503841.625000 Penalty: 2723.350342
	Iteration 7Q: 3 clusters Score -503841.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -503886.656250 Penalty: 2723.350342
	Iteration 8Q: 3 clusters Score -503886.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -503929.500000 Penalty: 2723.350342
	Iteration 9Q: 3 clusters Score -503929.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -503969.718750 Penalty: 2723.350342
	Iteration 10Q: 3 clusters Score -503969.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -504003.250000 Penalty: 2723.350342
	Iteration 11Q: 3 clusters Score -504003.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -504031.093750 Penalty: 2723.350342
	Iteration 12Q: 3 clusters Score -504031.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -504060.468750 Penalty: 2723.350342
	Iteration 13Q: 3 clusters Score -504060.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -504094.156250 Penalty: 2723.350342
	Iteration 14Q: 3 clusters Score -504094.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -504139.593750 Penalty: 2723.350342
	Iteration 15Q: 3 clusters Score -504139.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -504174.062500 Penalty: 2723.350342
	Iteration 16Q: 3 clusters Score -504174.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -504200.031250 Penalty: 2723.350342
	Iteration 17Q: 3 clusters Score -504200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -504226.187500 Penalty: 2723.350342
	Iteration 18Q: 3 clusters Score -504226.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -504249.781250 Penalty: 2723.350342
	Iteration 19Q: 3 clusters Score -504249.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -504268.812500 Penalty: 2723.350342
	Iteration 20F: 3 clusters Score -504268.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -504280.281250 Penalty: 2723.350342
	Iteration 21Q: 3 clusters Score -504280.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -504293.656250 Penalty: 2723.350342
	Iteration 22Q: 3 clusters Score -504293.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -504309.718750 Penalty: 2723.350342
	Iteration 23Q: 3 clusters Score -504309.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -504333.343750 Penalty: 2723.350342
	Iteration 24Q: 3 clusters Score -504333.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -504363.625000 Penalty: 2723.350342
	Iteration 25Q: 3 clusters Score -504363.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -504391.156250 Penalty: 2723.350342
	Iteration 26Q: 3 clusters Score -504391.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -504425.375000 Penalty: 2723.350342
	Iteration 27Q: 3 clusters Score -504425.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -504470.968750 Penalty: 2723.350342
	Iteration 28Q: 3 clusters Score -504471 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -504521.250000 Penalty: 2723.350342
	Iteration 29Q: 3 clusters Score -504521.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -504558.187500 Penalty: 2723.350342
	Iteration 30Q: 3 clusters Score -504558.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -504596.406250 Penalty: 2723.350342
	Iteration 31Q: 3 clusters Score -504596.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -504642.093750 Penalty: 2723.350342
	Iteration 32Q: 3 clusters Score -504642.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -504677.625000 Penalty: 2723.350342
	Iteration 33Q: 3 clusters Score -504677.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -504701.843750 Penalty: 2723.350342
	Iteration 34Q: 3 clusters Score -504701.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -504727.031250 Penalty: 2723.350342
	Iteration 35Q: 3 clusters Score -504727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -504751.781250 Penalty: 2723.350342
	Iteration 36Q: 3 clusters Score -504751.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -504778.250000 Penalty: 2723.350342
	Iteration 37Q: 3 clusters Score -504778.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -504805.312500 Penalty: 2723.350342
	Iteration 38Q: 3 clusters Score -504805.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -504825.468750 Penalty: 2723.350342
	Iteration 39Q: 3 clusters Score -504825.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -504836.468750 Penalty: 2723.350342
	Iteration 40F: 3 clusters Score -504836.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -504849.468750 Penalty: 2723.350342
	Iteration 41Q: 3 clusters Score -504849.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -504860.093750 Penalty: 2723.350342
	Iteration 42Q: 3 clusters Score -504860.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -504866.312500 Penalty: 2723.350342
	Iteration 43Q: 3 clusters Score -504866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -504869.750000 Penalty: 2723.350342
	Iteration 44Q: 3 clusters Score -504869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -504872.093750 Penalty: 2723.350342
	Iteration 45Q: 3 clusters Score -504872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -504875.906250 Penalty: 2723.350342
	Iteration 46Q: 3 clusters Score -504875.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -504882.062500 Penalty: 2723.350342
	Iteration 47Q: 3 clusters Score -504882.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -504884.468750 Penalty: 2723.350342
	Iteration 48Q: 3 clusters Score -504884.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -504887.687500 Penalty: 2723.350342
	Iteration 49Q: 3 clusters Score -504887.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -504888.531250 Penalty: 2723.350342
	Iteration 50Q: 3 clusters Score -504888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -504888.906250 Penalty: 2723.350342
	Iteration 51Q: 3 clusters Score -504888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -504888.937500 Penalty: 2723.350342
	Iteration 52Q: 3 clusters Score -504888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -504889.968750 Penalty: 2723.350342
	Iteration 53Q: 3 clusters Score -504890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -504889.968750 Penalty: 2723.350342
	Iteration 54F: 3 clusters Score -504890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -458470.718750 Penalty: 1345.120728
	Iteration 0F: 2 clusters Score -458470.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -455170.625000 Penalty: 2690.241455
	Iteration 0F: 3 clusters Score -455170.6 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -456051.343750 Penalty: 2690.241455
	Iteration 1F: 3 clusters Score -456051.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -456243.250000 Penalty: 2690.241455
	Iteration 2F: 3 clusters Score -456243.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -456379.281250 Penalty: 2690.241455
	Iteration 3F: 3 clusters Score -456379.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -456466.312500 Penalty: 2690.241455
	Iteration 4Q: 3 clusters Score -456466.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -456542.781250 Penalty: 2690.241455
	Iteration 5Q: 3 clusters Score -456542.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -456603.593750 Penalty: 2690.241455
	Iteration 6Q: 3 clusters Score -456603.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -456647.843750 Penalty: 2690.241455
	Iteration 7Q: 3 clusters Score -456647.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -456695.968750 Penalty: 2690.241455
	Iteration 8Q: 3 clusters Score -456696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -456738.156250 Penalty: 2690.241455
	Iteration 9Q: 3 clusters Score -456738.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -456777.031250 Penalty: 2690.241455
	Iteration 10Q: 3 clusters Score -456777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -456815.812500 Penalty: 2690.241455
	Iteration 11Q: 3 clusters Score -456815.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -456855.156250 Penalty: 2690.241455
	Iteration 12Q: 3 clusters Score -456855.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -456902.718750 Penalty: 2690.241455
	Iteration 13Q: 3 clusters Score -456902.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -456958.468750 Penalty: 2690.241455
	Iteration 14Q: 3 clusters Score -456958.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -457002.500000 Penalty: 2690.241455
	Iteration 15Q: 3 clusters Score -457002.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -457047.343750 Penalty: 2690.241455
	Iteration 16Q: 3 clusters Score -457047.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -457104.312500 Penalty: 2690.241455
	Iteration 17Q: 3 clusters Score -457104.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -457144.750000 Penalty: 2690.241455
	Iteration 18Q: 3 clusters Score -457144.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -457169.156250 Penalty: 2690.241455
	Iteration 19Q: 3 clusters Score -457169.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -457192.718750 Penalty: 2690.241455
	Iteration 20F: 3 clusters Score -457192.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -457216.750000 Penalty: 2690.241455
	Iteration 21Q: 3 clusters Score -457216.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -457228.968750 Penalty: 2690.241455
	Iteration 22Q: 3 clusters Score -457229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -457238.500000 Penalty: 2690.241455
	Iteration 23Q: 3 clusters Score -457238.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -457245.968750 Penalty: 2690.241455
	Iteration 24Q: 3 clusters Score -457246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -457253.312500 Penalty: 2690.241455
	Iteration 25Q: 3 clusters Score -457253.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -457256.968750 Penalty: 2690.241455
	Iteration 26Q: 3 clusters Score -457257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -457260.875000 Penalty: 2690.241455
	Iteration 27Q: 3 clusters Score -457260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -457262.812500 Penalty: 2690.241455
	Iteration 28Q: 3 clusters Score -457262.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -457264.812500 Penalty: 2690.241455
	Iteration 29Q: 3 clusters Score -457264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -457267.625000 Penalty: 2690.241455
	Iteration 30Q: 3 clusters Score -457267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -457269.093750 Penalty: 2690.241455
	Iteration 31Q: 3 clusters Score -457269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -457269.875000 Penalty: 2690.241455
	Iteration 32Q: 3 clusters Score -457269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -457270.812500 Penalty: 2690.241455
	Iteration 33Q: 3 clusters Score -457270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -457270.718750 Penalty: 2690.241455
	Iteration 34Q: 3 clusters Score -457270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -457270.718750 Penalty: 2690.241455
	Iteration 35F: 3 clusters Score -457270.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Entering Unmasked Estep 
Score: -331203.562500 Penalty: 1290.922363
	Iteration 0F: 2 clusters Score -331203.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -328599.187500 Penalty: 2581.844727
	Iteration 0F: 3 clusters Score -328599.2 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -329187.906250 Penalty: 2581.844727
	Iteration 1F: 3 clusters Score -329187.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -329307.812500 Penalty: 2581.844727
	Iteration 2F: 3 clusters Score -329307.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -329365.875000 Penalty: 2581.844727
	Iteration 3Q: 3 clusters Score -329365.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -329403.406250 Penalty: 2581.844727
	Iteration 4Q: 3 clusters Score -329403.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -329424.625000 Penalty: 2581.844727
	Iteration 5Q: 3 clusters Score -329424.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -329438.531250 Penalty: 2581.844727
	Iteration 6Q: 3 clusters Score -329438.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -329445.937500 Penalty: 2581.844727
	Iteration 7Q: 3 clusters Score -329445.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -329455.562500 Penalty: 2581.844727
	Iteration 8Q: 3 clusters Score -329455.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -329464.312500 Penalty: 2581.844727
	Iteration 9Q: 3 clusters Score -329464.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -329476.593750 Penalty: 2581.844727
	Iteration 10Q: 3 clusters Score -329476.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -329497.156250 Penalty: 2581.844727
	Iteration 11Q: 3 clusters Score -329497.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -329515.406250 Penalty: 2581.844727
	Iteration 12Q: 3 clusters Score -329515.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -329530.093750 Penalty: 2581.844727
	Iteration 13Q: 3 clusters Score -329530.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -329543.781250 Penalty: 2581.844727
	Iteration 14Q: 3 clusters Score -329543.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -329553.843750 Penalty: 2581.844727
	Iteration 15Q: 3 clusters Score -329553.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -329567.687500 Penalty: 2581.844727
	Iteration 16Q: 3 clusters Score -329567.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -329579.031250 Penalty: 2581.844727
	Iteration 17Q: 3 clusters Score -329579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -329590.687500 Penalty: 2581.844727
	Iteration 18Q: 3 clusters Score -329590.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -329597.312500 Penalty: 2581.844727
	Iteration 19Q: 3 clusters Score -329597.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -329608.062500 Penalty: 2581.844727
	Iteration 20F: 3 clusters Score -329608.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -329623.781250 Penalty: 2581.844727
	Iteration 21Q: 3 clusters Score -329623.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -329645.281250 Penalty: 2581.844727
	Iteration 22Q: 3 clusters Score -329645.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -329668.000000 Penalty: 2581.844727
	Iteration 23Q: 3 clusters Score -329668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -329688.906250 Penalty: 2581.844727
	Iteration 24Q: 3 clusters Score -329688.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -329708.000000 Penalty: 2581.844727
	Iteration 25Q: 3 clusters Score -329708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -329728.812500 Penalty: 2581.844727
	Iteration 26Q: 3 clusters Score -329728.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -329755.812500 Penalty: 2581.844727
	Iteration 27Q: 3 clusters Score -329755.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -329786.843750 Penalty: 2581.844727
	Iteration 28Q: 3 clusters Score -329786.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -329816.812500 Penalty: 2581.844727
	Iteration 29Q: 3 clusters Score -329816.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -329868.562500 Penalty: 2581.844727
	Iteration 30Q: 3 clusters Score -329868.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -329917.937500 Penalty: 2581.844727
	Iteration 31Q: 3 clusters Score -329917.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -329968.593750 Penalty: 2581.844727
	Iteration 32Q: 3 clusters Score -329968.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -330020.343750 Penalty: 2581.844727
	Iteration 33Q: 3 clusters Score -330020.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -330069.875000 Penalty: 2581.844727
	Iteration 34Q: 3 clusters Score -330069.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -330105.937500 Penalty: 2581.844727
	Iteration 35Q: 3 clusters Score -330105.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -330143.625000 Penalty: 2581.844727
	Iteration 36Q: 3 clusters Score -330143.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -330168.437500 Penalty: 2581.844727
	Iteration 37Q: 3 clusters Score -330168.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -330187.000000 Penalty: 2581.844727
	Iteration 38Q: 3 clusters Score -330187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -330211.312500 Penalty: 2581.844727
	Iteration 39Q: 3 clusters Score -330211.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -330223.437500 Penalty: 2581.844727
	Iteration 40F: 3 clusters Score -330223.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -330227.906250 Penalty: 2581.844727
	Iteration 41Q: 3 clusters Score -330227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -330231.031250 Penalty: 2581.844727
	Iteration 42Q: 3 clusters Score -330231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -330232.343750 Penalty: 2581.844727
	Iteration 43Q: 3 clusters Score -330232.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -330233.093750 Penalty: 2581.844727
	Iteration 44Q: 3 clusters Score -330233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -330234.406250 Penalty: 2581.844727
	Iteration 45Q: 3 clusters Score -330234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -330235.156250 Penalty: 2581.844727
	Iteration 46Q: 3 clusters Score -330235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -330236.218750 Penalty: 2581.844727
	Iteration 47Q: 3 clusters Score -330236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -330236.218750 Penalty: 2581.844727
	Iteration 48F: 3 clusters Score -330236.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Entering Unmasked Estep 
Score: -2648435.250000 Penalty: 1628.456543
	Iteration 0F: 2 clusters Score -2648435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2633132.000000 Penalty: 3256.913086
	Iteration 0F: 3 clusters Score -2633132 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2638587.250000 Penalty: 3256.913086
	Iteration 1F: 3 clusters Score -2638587 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2638955.250000 Penalty: 3256.913086
	Iteration 2Q: 3 clusters Score -2638955 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2639304.250000 Penalty: 3256.913086
	Iteration 3Q: 3 clusters Score -2639304 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2639646.000000 Penalty: 3256.913086
	Iteration 4Q: 3 clusters Score -2639646 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2639985.750000 Penalty: 3256.913086
	Iteration 5Q: 3 clusters Score -2639986 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2640411.000000 Penalty: 3256.913086
	Iteration 6Q: 3 clusters Score -2640411 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2641010.750000 Penalty: 3256.913086
	Iteration 7Q: 3 clusters Score -2641011 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2641850.750000 Penalty: 3256.913086
	Iteration 8F: 3 clusters Score -2641851 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2642958.500000 Penalty: 3256.913086
	Iteration 9F: 3 clusters Score -2642958 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2644284.250000 Penalty: 3256.913086
	Iteration 10F: 3 clusters Score -2644284 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2645164.000000 Penalty: 3256.913086
	Iteration 11F: 3 clusters Score -2645164 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2645506.750000 Penalty: 3256.913086
	Iteration 12Q: 3 clusters Score -2645507 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2645671.750000 Penalty: 3256.913086
	Iteration 13Q: 3 clusters Score -2645672 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2645777.000000 Penalty: 3256.913086
	Iteration 14Q: 3 clusters Score -2645777 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2645847.000000 Penalty: 3256.913086
	Iteration 15Q: 3 clusters Score -2645847 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2645914.250000 Penalty: 3256.913086
	Iteration 16Q: 3 clusters Score -2645914 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2645974.750000 Penalty: 3256.913086
	Iteration 17Q: 3 clusters Score -2645975 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2646019.500000 Penalty: 3256.913086
	Iteration 18Q: 3 clusters Score -2646020 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2646050.250000 Penalty: 3256.913086
	Iteration 19Q: 3 clusters Score -2646050 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2646089.000000 Penalty: 3256.913086
	Iteration 20F: 3 clusters Score -2646089 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2646103.500000 Penalty: 3256.913086
	Iteration 21Q: 3 clusters Score -2646104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2646124.750000 Penalty: 3256.913086
	Iteration 22Q: 3 clusters Score -2646125 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2646150.750000 Penalty: 3256.913086
	Iteration 23Q: 3 clusters Score -2646151 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2646168.250000 Penalty: 3256.913086
	Iteration 24Q: 3 clusters Score -2646168 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2646179.500000 Penalty: 3256.913086
	Iteration 25Q: 3 clusters Score -2646180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2646201.750000 Penalty: 3256.913086
	Iteration 26Q: 3 clusters Score -2646202 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2646213.750000 Penalty: 3256.913086
	Iteration 27Q: 3 clusters Score -2646214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2646224.250000 Penalty: 3256.913086
	Iteration 28Q: 3 clusters Score -2646224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2646238.750000 Penalty: 3256.913086
	Iteration 29Q: 3 clusters Score -2646239 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2646231.500000 Penalty: 3256.913086
	Iteration 30Q: 3 clusters Score -2646232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2646233.500000 Penalty: 3256.913086
	Iteration 31Q: 3 clusters Score -2646234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2646244.500000 Penalty: 3256.913086
	Iteration 32Q: 3 clusters Score -2646244 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2646256.250000 Penalty: 3256.913086
	Iteration 33Q: 3 clusters Score -2646256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2646266.250000 Penalty: 3256.913086
	Iteration 34Q: 3 clusters Score -2646266 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2646270.000000 Penalty: 3256.913086
	Iteration 35Q: 3 clusters Score -2646270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2646284.250000 Penalty: 3256.913086
	Iteration 36Q: 3 clusters Score -2646284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2646296.750000 Penalty: 3256.913086
	Iteration 37Q: 3 clusters Score -2646297 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2646309.750000 Penalty: 3256.913086
	Iteration 38Q: 3 clusters Score -2646310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2646316.500000 Penalty: 3256.913086
	Iteration 39Q: 3 clusters Score -2646316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2646328.000000 Penalty: 3256.913086
	Iteration 40F: 3 clusters Score -2646328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2646331.750000 Penalty: 3256.913086
	Iteration 41Q: 3 clusters Score -2646332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2646341.500000 Penalty: 3256.913086
	Iteration 42Q: 3 clusters Score -2646342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2646353.500000 Penalty: 3256.913086
	Iteration 43Q: 3 clusters Score -2646354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2646366.500000 Penalty: 3256.913086
	Iteration 44Q: 3 clusters Score -2646366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2646372.250000 Penalty: 3256.913086
	Iteration 45Q: 3 clusters Score -2646372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2646375.750000 Penalty: 3256.913086
	Iteration 46Q: 3 clusters Score -2646376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2646393.500000 Penalty: 3256.913086
	Iteration 47Q: 3 clusters Score -2646394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2646406.500000 Penalty: 3256.913086
	Iteration 48Q: 3 clusters Score -2646406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2646412.750000 Penalty: 3256.913086
	Iteration 49Q: 3 clusters Score -2646413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2646419.250000 Penalty: 3256.913086
	Iteration 50Q: 3 clusters Score -2646419 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2646427.500000 Penalty: 3256.913086
	Iteration 51Q: 3 clusters Score -2646428 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2646452.500000 Penalty: 3256.913086
	Iteration 52Q: 3 clusters Score -2646452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2646468.250000 Penalty: 3256.913086
	Iteration 53Q: 3 clusters Score -2646468 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2646496.750000 Penalty: 3256.913086
	Iteration 54Q: 3 clusters Score -2646497 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2646529.500000 Penalty: 3256.913086
	Iteration 55Q: 3 clusters Score -2646530 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2646564.750000 Penalty: 3256.913086
	Iteration 56Q: 3 clusters Score -2646565 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2646581.750000 Penalty: 3256.913086
	Iteration 57Q: 3 clusters Score -2646582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2646613.750000 Penalty: 3256.913086
	Iteration 58Q: 3 clusters Score -2646614 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2646628.750000 Penalty: 3256.913086
	Iteration 59Q: 3 clusters Score -2646629 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2646645.750000 Penalty: 3256.913086
	Iteration 60F: 3 clusters Score -2646646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2646653.750000 Penalty: 3256.913086
	Iteration 61Q: 3 clusters Score -2646654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2646671.750000 Penalty: 3256.913086
	Iteration 62Q: 3 clusters Score -2646672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2646682.500000 Penalty: 3256.913086
	Iteration 63Q: 3 clusters Score -2646682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2646701.750000 Penalty: 3256.913086
	Iteration 64Q: 3 clusters Score -2646702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2646713.250000 Penalty: 3256.913086
	Iteration 65Q: 3 clusters Score -2646713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2646731.500000 Penalty: 3256.913086
	Iteration 66Q: 3 clusters Score -2646732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2646730.500000 Penalty: 3256.913086
	Iteration 67Q: 3 clusters Score -2646730 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2646742.750000 Penalty: 3256.913086
	Iteration 68Q: 3 clusters Score -2646743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2646758.000000 Penalty: 3256.913086
	Iteration 69Q: 3 clusters Score -2646758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2646763.000000 Penalty: 3256.913086
	Iteration 70Q: 3 clusters Score -2646763 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2646773.750000 Penalty: 3256.913086
	Iteration 71Q: 3 clusters Score -2646774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2646777.750000 Penalty: 3256.913086
	Iteration 72Q: 3 clusters Score -2646778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2646787.500000 Penalty: 3256.913086
	Iteration 73Q: 3 clusters Score -2646788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2646800.750000 Penalty: 3256.913086
	Iteration 74Q: 3 clusters Score -2646801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2646803.250000 Penalty: 3256.913086
	Iteration 75Q: 3 clusters Score -2646803 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2646807.500000 Penalty: 3256.913086
	Iteration 76Q: 3 clusters Score -2646808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2646820.750000 Penalty: 3256.913086
	Iteration 77Q: 3 clusters Score -2646821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2646819.750000 Penalty: 3256.913086
	Iteration 78Q: 3 clusters Score -2646820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2646833.000000 Penalty: 3256.913086
	Iteration 79Q: 3 clusters Score -2646833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2646841.250000 Penalty: 3256.913086
	Iteration 80F: 3 clusters Score -2646841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2646843.750000 Penalty: 3256.913086
	Iteration 81Q: 3 clusters Score -2646844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2646845.250000 Penalty: 3256.913086
	Iteration 82Q: 3 clusters Score -2646845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2646851.000000 Penalty: 3256.913086
	Iteration 83Q: 3 clusters Score -2646851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2646853.250000 Penalty: 3256.913086
	Iteration 84Q: 3 clusters Score -2646853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2646850.500000 Penalty: 3256.913086
	Iteration 85Q: 3 clusters Score -2646850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2646849.000000 Penalty: 3256.913086
	Iteration 86Q: 3 clusters Score -2646849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2646854.750000 Penalty: 3256.913086
	Iteration 87Q: 3 clusters Score -2646855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2646861.500000 Penalty: 3256.913086
	Iteration 88Q: 3 clusters Score -2646862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2646861.250000 Penalty: 3256.913086
	Iteration 89Q: 3 clusters Score -2646861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2646869.000000 Penalty: 3256.913086
	Iteration 90Q: 3 clusters Score -2646869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2646874.000000 Penalty: 3256.913086
	Iteration 91Q: 3 clusters Score -2646874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2646881.500000 Penalty: 3256.913086
	Iteration 92Q: 3 clusters Score -2646882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2646880.500000 Penalty: 3256.913086
	Iteration 93Q: 3 clusters Score -2646880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2646880.250000 Penalty: 3256.913086
	Iteration 94Q: 3 clusters Score -2646880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2646887.750000 Penalty: 3256.913086
	Iteration 95Q: 3 clusters Score -2646888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2646890.500000 Penalty: 3256.913086
	Iteration 96Q: 3 clusters Score -2646890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2646889.250000 Penalty: 3256.913086
	Iteration 97Q: 3 clusters Score -2646889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2646892.750000 Penalty: 3256.913086
	Iteration 98Q: 3 clusters Score -2646893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2646905.250000 Penalty: 3256.913086
	Iteration 99Q: 3 clusters Score -2646905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2646905.000000 Penalty: 3256.913086
	Iteration 100F: 3 clusters Score -2646905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2646913.250000 Penalty: 3256.913086
	Iteration 101Q: 3 clusters Score -2646913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2646917.250000 Penalty: 3256.913086
	Iteration 102Q: 3 clusters Score -2646917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2646920.750000 Penalty: 3256.913086
	Iteration 103Q: 3 clusters Score -2646921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2646928.750000 Penalty: 3256.913086
	Iteration 104Q: 3 clusters Score -2646929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2646933.000000 Penalty: 3256.913086
	Iteration 105Q: 3 clusters Score -2646933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2646941.000000 Penalty: 3256.913086
	Iteration 106Q: 3 clusters Score -2646941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2646943.750000 Penalty: 3256.913086
	Iteration 107Q: 3 clusters Score -2646944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2646944.750000 Penalty: 3256.913086
	Iteration 108Q: 3 clusters Score -2646945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2646944.750000 Penalty: 3256.913086
	Iteration 109Q: 3 clusters Score -2646945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2646946.500000 Penalty: 3256.913086
	Iteration 110Q: 3 clusters Score -2646946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2646952.000000 Penalty: 3256.913086
	Iteration 111Q: 3 clusters Score -2646952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2646953.500000 Penalty: 3256.913086
	Iteration 112Q: 3 clusters Score -2646954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2646953.750000 Penalty: 3256.913086
	Iteration 113Q: 3 clusters Score -2646954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2646955.750000 Penalty: 3256.913086
	Iteration 114Q: 3 clusters Score -2646956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2646955.750000 Penalty: 3256.913086
	Iteration 115Q: 3 clusters Score -2646956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2646957.000000 Penalty: 3256.913086
	Iteration 116Q: 3 clusters Score -2646957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2646956.250000 Penalty: 3256.913086
	Iteration 117Q: 3 clusters Score -2646956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2646955.500000 Penalty: 3256.913086
	Iteration 118Q: 3 clusters Score -2646956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2646959.500000 Penalty: 3256.913086
	Iteration 119Q: 3 clusters Score -2646960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2646963.000000 Penalty: 3256.913086
	Iteration 120F: 3 clusters Score -2646963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2646960.250000 Penalty: 3256.913086
	Iteration 121Q: 3 clusters Score -2646960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2646965.250000 Penalty: 3256.913086
	Iteration 122Q: 3 clusters Score -2646965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2646962.000000 Penalty: 3256.913086
	Iteration 123Q: 3 clusters Score -2646962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2646965.250000 Penalty: 3256.913086
	Iteration 124Q: 3 clusters Score -2646965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2646965.250000 Penalty: 3256.913086
	Iteration 125F: 3 clusters Score -2646965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -328429.000000 Penalty: 1292.357056
	Iteration 0F: 2 clusters Score -328429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -325785.781250 Penalty: 2584.714111
	Iteration 0F: 3 clusters Score -325785.8 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -326395.937500 Penalty: 2584.714111
	Iteration 1F: 3 clusters Score -326395.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -326534.750000 Penalty: 2584.714111
	Iteration 2F: 3 clusters Score -326534.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -326620.843750 Penalty: 2584.714111
	Iteration 3Q: 3 clusters Score -326620.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -326679.281250 Penalty: 2584.714111
	Iteration 4Q: 3 clusters Score -326679.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -326720.718750 Penalty: 2584.714111
	Iteration 5Q: 3 clusters Score -326720.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -326756.875000 Penalty: 2584.714111
	Iteration 6Q: 3 clusters Score -326756.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -326790.531250 Penalty: 2584.714111
	Iteration 7Q: 3 clusters Score -326790.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -326815.375000 Penalty: 2584.714111
	Iteration 8Q: 3 clusters Score -326815.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -326836.437500 Penalty: 2584.714111
	Iteration 9Q: 3 clusters Score -326836.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -326855.687500 Penalty: 2584.714111
	Iteration 10Q: 3 clusters Score -326855.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -326867.093750 Penalty: 2584.714111
	Iteration 11Q: 3 clusters Score -326867.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -326873.437500 Penalty: 2584.714111
	Iteration 12Q: 3 clusters Score -326873.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -326878.531250 Penalty: 2584.714111
	Iteration 13Q: 3 clusters Score -326878.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -326886.468750 Penalty: 2584.714111
	Iteration 14Q: 3 clusters Score -326886.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -326896.875000 Penalty: 2584.714111
	Iteration 15Q: 3 clusters Score -326896.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -326903.812500 Penalty: 2584.714111
	Iteration 16Q: 3 clusters Score -326903.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -326909.718750 Penalty: 2584.714111
	Iteration 17Q: 3 clusters Score -326909.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -326914.187500 Penalty: 2584.714111
	Iteration 18Q: 3 clusters Score -326914.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -326918.437500 Penalty: 2584.714111
	Iteration 19Q: 3 clusters Score -326918.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -326923.781250 Penalty: 2584.714111
	Iteration 20F: 3 clusters Score -326923.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -326928.687500 Penalty: 2584.714111
	Iteration 21Q: 3 clusters Score -326928.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -326934.312500 Penalty: 2584.714111
	Iteration 22Q: 3 clusters Score -326934.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -326943.281250 Penalty: 2584.714111
	Iteration 23Q: 3 clusters Score -326943.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -326953.875000 Penalty: 2584.714111
	Iteration 24Q: 3 clusters Score -326953.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -326963.437500 Penalty: 2584.714111
	Iteration 25Q: 3 clusters Score -326963.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -326972.093750 Penalty: 2584.714111
	Iteration 26Q: 3 clusters Score -326972.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -326983.031250 Penalty: 2584.714111
	Iteration 27Q: 3 clusters Score -326983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -326992.468750 Penalty: 2584.714111
	Iteration 28Q: 3 clusters Score -326992.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -326997.500000 Penalty: 2584.714111
	Iteration 29Q: 3 clusters Score -326997.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -327001.500000 Penalty: 2584.714111
	Iteration 30Q: 3 clusters Score -327001.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -327004.718750 Penalty: 2584.714111
	Iteration 31Q: 3 clusters Score -327004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -327005.312500 Penalty: 2584.714111
	Iteration 32Q: 3 clusters Score -327005.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -327006.062500 Penalty: 2584.714111
	Iteration 33Q: 3 clusters Score -327006.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -327006.375000 Penalty: 2584.714111
	Iteration 34Q: 3 clusters Score -327006.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -327008.125000 Penalty: 2584.714111
	Iteration 35Q: 3 clusters Score -327008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -327008.656250 Penalty: 2584.714111
	Iteration 36Q: 3 clusters Score -327008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -327009.718750 Penalty: 2584.714111
	Iteration 37Q: 3 clusters Score -327009.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -327012.218750 Penalty: 2584.714111
	Iteration 38Q: 3 clusters Score -327012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -327014.687500 Penalty: 2584.714111
	Iteration 39Q: 3 clusters Score -327014.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -327018.875000 Penalty: 2584.714111
	Iteration 40F: 3 clusters Score -327018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -327024.437500 Penalty: 2584.714111
	Iteration 41Q: 3 clusters Score -327024.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -327029.000000 Penalty: 2584.714111
	Iteration 42Q: 3 clusters Score -327029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -327032.406250 Penalty: 2584.714111
	Iteration 43Q: 3 clusters Score -327032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -327036.000000 Penalty: 2584.714111
	Iteration 44Q: 3 clusters Score -327036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -327040.843750 Penalty: 2584.714111
	Iteration 45Q: 3 clusters Score -327040.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -327048.312500 Penalty: 2584.714111
	Iteration 46Q: 3 clusters Score -327048.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -327052.781250 Penalty: 2584.714111
	Iteration 47Q: 3 clusters Score -327052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -327055.062500 Penalty: 2584.714111
	Iteration 48Q: 3 clusters Score -327055.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -327057.125000 Penalty: 2584.714111
	Iteration 49Q: 3 clusters Score -327057.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -327058.531250 Penalty: 2584.714111
	Iteration 50Q: 3 clusters Score -327058.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -327060.218750 Penalty: 2584.714111
	Iteration 51Q: 3 clusters Score -327060.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -327063.187500 Penalty: 2584.714111
	Iteration 52Q: 3 clusters Score -327063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -327067.500000 Penalty: 2584.714111
	Iteration 53Q: 3 clusters Score -327067.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -327071.718750 Penalty: 2584.714111
	Iteration 54Q: 3 clusters Score -327071.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -327078.750000 Penalty: 2584.714111
	Iteration 55Q: 3 clusters Score -327078.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -327083.562500 Penalty: 2584.714111
	Iteration 56Q: 3 clusters Score -327083.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -327087.093750 Penalty: 2584.714111
	Iteration 57Q: 3 clusters Score -327087.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -327091.625000 Penalty: 2584.714111
	Iteration 58Q: 3 clusters Score -327091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -327093.343750 Penalty: 2584.714111
	Iteration 59Q: 3 clusters Score -327093.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -327095.375000 Penalty: 2584.714111
	Iteration 60F: 3 clusters Score -327095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -327098.500000 Penalty: 2584.714111
	Iteration 61Q: 3 clusters Score -327098.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -327105.218750 Penalty: 2584.714111
	Iteration 62Q: 3 clusters Score -327105.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -327110.500000 Penalty: 2584.714111
	Iteration 63Q: 3 clusters Score -327110.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -327117.000000 Penalty: 2584.714111
	Iteration 64Q: 3 clusters Score -327117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -327123.406250 Penalty: 2584.714111
	Iteration 65Q: 3 clusters Score -327123.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -327131.781250 Penalty: 2584.714111
	Iteration 66Q: 3 clusters Score -327131.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -327137.437500 Penalty: 2584.714111
	Iteration 67Q: 3 clusters Score -327137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -327139.656250 Penalty: 2584.714111
	Iteration 68Q: 3 clusters Score -327139.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -327142.937500 Penalty: 2584.714111
	Iteration 69Q: 3 clusters Score -327142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -327148.312500 Penalty: 2584.714111
	Iteration 70Q: 3 clusters Score -327148.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -327154.468750 Penalty: 2584.714111
	Iteration 71Q: 3 clusters Score -327154.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -327162.531250 Penalty: 2584.714111
	Iteration 72Q: 3 clusters Score -327162.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -327171.250000 Penalty: 2584.714111
	Iteration 73Q: 3 clusters Score -327171.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -327177.250000 Penalty: 2584.714111
	Iteration 74Q: 3 clusters Score -327177.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -327180.250000 Penalty: 2584.714111
	Iteration 75Q: 3 clusters Score -327180.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -327182.250000 Penalty: 2584.714111
	Iteration 76Q: 3 clusters Score -327182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -327184.468750 Penalty: 2584.714111
	Iteration 77Q: 3 clusters Score -327184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -327186.093750 Penalty: 2584.714111
	Iteration 78Q: 3 clusters Score -327186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -327188.781250 Penalty: 2584.714111
	Iteration 79Q: 3 clusters Score -327188.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -327195.906250 Penalty: 2584.714111
	Iteration 80F: 3 clusters Score -327195.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -327199.343750 Penalty: 2584.714111
	Iteration 81Q: 3 clusters Score -327199.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -327202.906250 Penalty: 2584.714111
	Iteration 82Q: 3 clusters Score -327202.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -327207.968750 Penalty: 2584.714111
	Iteration 83Q: 3 clusters Score -327208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -327211.500000 Penalty: 2584.714111
	Iteration 84Q: 3 clusters Score -327211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -327213.000000 Penalty: 2584.714111
	Iteration 85Q: 3 clusters Score -327213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -327213.281250 Penalty: 2584.714111
	Iteration 86Q: 3 clusters Score -327213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -327213.531250 Penalty: 2584.714111
	Iteration 87Q: 3 clusters Score -327213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -327213.531250 Penalty: 2584.714111
	Iteration 88F: 3 clusters Score -327213.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -304353.031250 Penalty: 1288.716919
	Iteration 0F: 2 clusters Score -304353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -301786.781250 Penalty: 2577.433838
	Iteration 0F: 3 clusters Score -301786.8 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -302552.281250 Penalty: 2577.433838
	Iteration 1F: 3 clusters Score -302552.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -302969.812500 Penalty: 2577.433838
	Iteration 2F: 3 clusters Score -302969.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -303376.968750 Penalty: 2577.433838
	Iteration 3F: 3 clusters Score -303377 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -303664.156250 Penalty: 2577.433838
	Iteration 4F: 3 clusters Score -303664.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -303820.906250 Penalty: 2577.433838
	Iteration 5F: 3 clusters Score -303820.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -303938.687500 Penalty: 2577.433838
	Iteration 6Q: 3 clusters Score -303938.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -303989.281250 Penalty: 2577.433838
	Iteration 7Q: 3 clusters Score -303989.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -304018.750000 Penalty: 2577.433838
	Iteration 8Q: 3 clusters Score -304018.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -304043.156250 Penalty: 2577.433838
	Iteration 9Q: 3 clusters Score -304043.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -304054.750000 Penalty: 2577.433838
	Iteration 10Q: 3 clusters Score -304054.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -304069.437500 Penalty: 2577.433838
	Iteration 11Q: 3 clusters Score -304069.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -304079.500000 Penalty: 2577.433838
	Iteration 12Q: 3 clusters Score -304079.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -304085.937500 Penalty: 2577.433838
	Iteration 13Q: 3 clusters Score -304085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -304095.093750 Penalty: 2577.433838
	Iteration 14Q: 3 clusters Score -304095.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -304102.500000 Penalty: 2577.433838
	Iteration 15Q: 3 clusters Score -304102.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -304107.250000 Penalty: 2577.433838
	Iteration 16Q: 3 clusters Score -304107.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -304110.718750 Penalty: 2577.433838
	Iteration 17Q: 3 clusters Score -304110.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -304114.187500 Penalty: 2577.433838
	Iteration 18Q: 3 clusters Score -304114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -304132.750000 Penalty: 2577.433838
	Iteration 19Q: 3 clusters Score -304132.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -304174.656250 Penalty: 2577.433838
	Iteration 20F: 3 clusters Score -304174.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -304199.656250 Penalty: 2577.433838
	Iteration 21Q: 3 clusters Score -304199.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -304214.781250 Penalty: 2577.433838
	Iteration 22Q: 3 clusters Score -304214.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -304223.625000 Penalty: 2577.433838
	Iteration 23Q: 3 clusters Score -304223.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -304228.937500 Penalty: 2577.433838
	Iteration 24Q: 3 clusters Score -304228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -304231.656250 Penalty: 2577.433838
	Iteration 25Q: 3 clusters Score -304231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -304232.718750 Penalty: 2577.433838
	Iteration 26Q: 3 clusters Score -304232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -304233.843750 Penalty: 2577.433838
	Iteration 27Q: 3 clusters Score -304233.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -304233.843750 Penalty: 2577.433838
	Iteration 28F: 3 clusters Score -304233.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1218094.375000 Penalty: 1514.864014
	Iteration 0F: 2 clusters Score -1218094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1210230.375000 Penalty: 3029.728027
	Iteration 0F: 3 clusters Score -1210230 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1212734.000000 Penalty: 3029.728027
	Iteration 1F: 3 clusters Score -1212734 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1212997.500000 Penalty: 3029.728027
	Iteration 2F: 3 clusters Score -1212998 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1213243.875000 Penalty: 3029.728027
	Iteration 3F: 3 clusters Score -1213244 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1213489.500000 Penalty: 3029.728027
	Iteration 4Q: 3 clusters Score -1213490 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1213792.875000 Penalty: 3029.728027
	Iteration 5Q: 3 clusters Score -1213793 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1214137.625000 Penalty: 3029.728027
	Iteration 6F: 3 clusters Score -1214138 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1214537.000000 Penalty: 3029.728027
	Iteration 7F: 3 clusters Score -1214537 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1214962.375000 Penalty: 3029.728027
	Iteration 8F: 3 clusters Score -1214962 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1215395.500000 Penalty: 3029.728027
	Iteration 9F: 3 clusters Score -1215396 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1215834.875000 Penalty: 3029.728027
	Iteration 10Q: 3 clusters Score -1215835 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1216242.125000 Penalty: 3029.728027
	Iteration 11Q: 3 clusters Score -1216242 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1216604.875000 Penalty: 3029.728027
	Iteration 12Q: 3 clusters Score -1216605 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1216812.750000 Penalty: 3029.728027
	Iteration 13Q: 3 clusters Score -1216813 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1216936.500000 Penalty: 3029.728027
	Iteration 14Q: 3 clusters Score -1216936 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1216993.000000 Penalty: 3029.728027
	Iteration 15Q: 3 clusters Score -1216993 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1217030.500000 Penalty: 3029.728027
	Iteration 16Q: 3 clusters Score -1217030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1217064.250000 Penalty: 3029.728027
	Iteration 17Q: 3 clusters Score -1217064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1217091.625000 Penalty: 3029.728027
	Iteration 18Q: 3 clusters Score -1217092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1217110.500000 Penalty: 3029.728027
	Iteration 19Q: 3 clusters Score -1217110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1217124.000000 Penalty: 3029.728027
	Iteration 20F: 3 clusters Score -1217124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1217135.250000 Penalty: 3029.728027
	Iteration 21Q: 3 clusters Score -1217135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1217144.500000 Penalty: 3029.728027
	Iteration 22Q: 3 clusters Score -1217144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1217152.250000 Penalty: 3029.728027
	Iteration 23Q: 3 clusters Score -1217152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1217156.875000 Penalty: 3029.728027
	Iteration 24Q: 3 clusters Score -1217157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1217157.125000 Penalty: 3029.728027
	Iteration 25Q: 3 clusters Score -1217157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1217156.750000 Penalty: 3029.728027
	Iteration 26Q: 3 clusters Score -1217157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1217160.125000 Penalty: 3029.728027
	Iteration 27Q: 3 clusters Score -1217160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1217160.750000 Penalty: 3029.728027
	Iteration 28Q: 3 clusters Score -1217161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1217164.750000 Penalty: 3029.728027
	Iteration 29Q: 3 clusters Score -1217165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1217164.250000 Penalty: 3029.728027
	Iteration 30Q: 3 clusters Score -1217164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1217164.125000 Penalty: 3029.728027
	Iteration 31Q: 3 clusters Score -1217164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1217164.125000 Penalty: 3029.728027
	Iteration 32Q: 3 clusters Score -1217164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1217163.875000 Penalty: 3029.728027
	Iteration 33Q: 3 clusters Score -1217164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1217165.625000 Penalty: 3029.728027
	Iteration 34Q: 3 clusters Score -1217166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1217166.250000 Penalty: 3029.728027
	Iteration 35Q: 3 clusters Score -1217166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1217168.125000 Penalty: 3029.728027
	Iteration 36Q: 3 clusters Score -1217168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1217169.750000 Penalty: 3029.728027
	Iteration 37Q: 3 clusters Score -1217170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1217169.125000 Penalty: 3029.728027
	Iteration 38Q: 3 clusters Score -1217169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1217169.500000 Penalty: 3029.728027
	Iteration 39Q: 3 clusters Score -1217170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1217168.875000 Penalty: 3029.728027
	Iteration 40F: 3 clusters Score -1217169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Entering Unmasked Estep 
Score: -2837319.000000 Penalty: 1646.407349
	Iteration 0F: 2 clusters Score -2837319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2820436.000000 Penalty: 3292.814697
	Iteration 0F: 3 clusters Score -2820436 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2826594.000000 Penalty: 3292.814697
	Iteration 1F: 3 clusters Score -2826594 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2826875.500000 Penalty: 3292.814697
	Iteration 2Q: 3 clusters Score -2826876 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2827092.250000 Penalty: 3292.814697
	Iteration 3Q: 3 clusters Score -2827092 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2827300.250000 Penalty: 3292.814697
	Iteration 4Q: 3 clusters Score -2827300 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2827576.750000 Penalty: 3292.814697
	Iteration 5Q: 3 clusters Score -2827577 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2827945.250000 Penalty: 3292.814697
	Iteration 6Q: 3 clusters Score -2827945 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2828468.500000 Penalty: 3292.814697
	Iteration 7Q: 3 clusters Score -2828468 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2829280.750000 Penalty: 3292.814697
	Iteration 8F: 3 clusters Score -2829281 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2830447.000000 Penalty: 3292.814697
	Iteration 9F: 3 clusters Score -2830447 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2831839.750000 Penalty: 3292.814697
	Iteration 10F: 3 clusters Score -2831840 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -2833171.000000 Penalty: 3292.814697
	Iteration 11F: 3 clusters Score -2833171 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2834236.250000 Penalty: 3292.814697
	Iteration 12Q: 3 clusters Score -2834236 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2834927.000000 Penalty: 3292.814697
	Iteration 13Q: 3 clusters Score -2834927 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -2835296.000000 Penalty: 3292.814697
	Iteration 14Q: 3 clusters Score -2835296 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2835521.750000 Penalty: 3292.814697
	Iteration 15Q: 3 clusters Score -2835522 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -2835651.250000 Penalty: 3292.814697
	Iteration 16Q: 3 clusters Score -2835651 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2835719.000000 Penalty: 3292.814697
	Iteration 17Q: 3 clusters Score -2835719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -2835765.500000 Penalty: 3292.814697
	Iteration 18Q: 3 clusters Score -2835766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -2835789.000000 Penalty: 3292.814697
	Iteration 19Q: 3 clusters Score -2835789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -2835817.500000 Penalty: 3292.814697
	Iteration 20F: 3 clusters Score -2835818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2835833.000000 Penalty: 3292.814697
	Iteration 21Q: 3 clusters Score -2835833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -2835842.000000 Penalty: 3292.814697
	Iteration 22Q: 3 clusters Score -2835842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -2835852.500000 Penalty: 3292.814697
	Iteration 23Q: 3 clusters Score -2835852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2835862.000000 Penalty: 3292.814697
	Iteration 24Q: 3 clusters Score -2835862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -2835865.500000 Penalty: 3292.814697
	Iteration 25Q: 3 clusters Score -2835866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -2835869.000000 Penalty: 3292.814697
	Iteration 26Q: 3 clusters Score -2835869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2835874.750000 Penalty: 3292.814697
	Iteration 27Q: 3 clusters Score -2835875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2835873.750000 Penalty: 3292.814697
	Iteration 28Q: 3 clusters Score -2835874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2835873.750000 Penalty: 3292.814697
	Iteration 29F: 3 clusters Score -2835874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -103086.523438 Penalty: 1106.109741
	Iteration 0F: 2 clusters Score -103086.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101728.484375 Penalty: 2212.219482
	Iteration 0F: 3 clusters Score -101728.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101935.164062 Penalty: 2212.219482
	Iteration 1F: 3 clusters Score -101935.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101985.640625 Penalty: 2212.219482
	Iteration 2F: 3 clusters Score -101985.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102017.523438 Penalty: 2212.219482
	Iteration 3Q: 3 clusters Score -102017.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102032.289062 Penalty: 2212.219482
	Iteration 4Q: 3 clusters Score -102032.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102043.156250 Penalty: 2212.219482
	Iteration 5Q: 3 clusters Score -102043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102048.640625 Penalty: 2212.219482
	Iteration 6Q: 3 clusters Score -102048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102050.578125 Penalty: 2212.219482
	Iteration 7Q: 3 clusters Score -102050.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102051.617188 Penalty: 2212.219482
	Iteration 8Q: 3 clusters Score -102051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102053.000000 Penalty: 2212.219482
	Iteration 9Q: 3 clusters Score -102053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102053.523438 Penalty: 2212.219482
	Iteration 10Q: 3 clusters Score -102053.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102053.523438 Penalty: 2212.219482
	Iteration 11F: 3 clusters Score -102053.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Entering Unmasked Estep 
Score: -3156848.500000 Penalty: 1658.041626
	Iteration 0F: 2 clusters Score -3156848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3138689.750000 Penalty: 3316.083252
	Iteration 0F: 3 clusters Score -3138690 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3145553.000000 Penalty: 3316.083252
	Iteration 1F: 3 clusters Score -3145553 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3145875.500000 Penalty: 3316.083252
	Iteration 2Q: 3 clusters Score -3145876 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3146120.250000 Penalty: 3316.083252
	Iteration 3Q: 3 clusters Score -3146120 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3146355.500000 Penalty: 3316.083252
	Iteration 4Q: 3 clusters Score -3146356 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3146606.000000 Penalty: 3316.083252
	Iteration 5Q: 3 clusters Score -3146606 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3146971.250000 Penalty: 3316.083252
	Iteration 6Q: 3 clusters Score -3146971 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3147509.500000 Penalty: 3316.083252
	Iteration 7Q: 3 clusters Score -3147510 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3148335.500000 Penalty: 3316.083252
	Iteration 8F: 3 clusters Score -3148336 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -3149514.750000 Penalty: 3316.083252
	Iteration 9F: 3 clusters Score -3149515 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3151088.750000 Penalty: 3316.083252
	Iteration 10F: 3 clusters Score -3151089 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3152794.250000 Penalty: 3316.083252
	Iteration 11F: 3 clusters Score -3152794 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3154176.500000 Penalty: 3316.083252
	Iteration 12F: 3 clusters Score -3154176 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3154870.500000 Penalty: 3316.083252
	Iteration 13Q: 3 clusters Score -3154870 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3155177.000000 Penalty: 3316.083252
	Iteration 14Q: 3 clusters Score -3155177 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3155292.250000 Penalty: 3316.083252
	Iteration 15Q: 3 clusters Score -3155292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3155337.750000 Penalty: 3316.083252
	Iteration 16Q: 3 clusters Score -3155338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3155361.250000 Penalty: 3316.083252
	Iteration 17Q: 3 clusters Score -3155361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3155380.250000 Penalty: 3316.083252
	Iteration 18Q: 3 clusters Score -3155380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3155388.000000 Penalty: 3316.083252
	Iteration 19Q: 3 clusters Score -3155388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3155410.250000 Penalty: 3316.083252
	Iteration 20F: 3 clusters Score -3155410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3155423.750000 Penalty: 3316.083252
	Iteration 21Q: 3 clusters Score -3155424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3155423.500000 Penalty: 3316.083252
	Iteration 22Q: 3 clusters Score -3155424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3155423.500000 Penalty: 3316.083252
	Iteration 23F: 3 clusters Score -3155424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -204023.984375 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -204024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -202072.281250 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -202072.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202444.046875 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -202444 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -202536.875000 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -202536.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -202605.203125 Penalty: 2432.784912
	Iteration 3F: 3 clusters Score -202605.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -202639.468750 Penalty: 2432.784912
	Iteration 4Q: 3 clusters Score -202639.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -202661.296875 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -202661.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -202672.593750 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -202672.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -202680.578125 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -202680.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -202689.812500 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -202689.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -202697.875000 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -202697.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -202705.734375 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -202705.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -202710.890625 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -202710.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -202715.343750 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -202715.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -202717.421875 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -202717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -202718.656250 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -202718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -202720.656250 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -202720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -202722.453125 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -202722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -202722.421875 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -202722.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -202722.421875 Penalty: 2432.784912
	Iteration 18F: 3 clusters Score -202722.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -14014.414062 Penalty: 850.055176
	Iteration 0F: 2 clusters Score -14014.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13494.662109 Penalty: 1700.110352
	Iteration 0F: 3 clusters Score -13494.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13702.708984 Penalty: 1700.110352
	Iteration 1F: 3 clusters Score -13702.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -13785.774414 Penalty: 1700.110352
	Iteration 2F: 3 clusters Score -13785.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13846.159180 Penalty: 1700.110352
	Iteration 3Q: 3 clusters Score -13846.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13909.407227 Penalty: 1700.110352
	Iteration 4Q: 3 clusters Score -13909.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13911.530273 Penalty: 1700.110352
	Iteration 5F: 3 clusters Score -13911.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -13989.210938 Penalty: 1700.110352
	Iteration 6Q: 3 clusters Score -13989.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -13999.230469 Penalty: 1700.110352
	Iteration 7Q: 3 clusters Score -13999.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -14001.183594 Penalty: 1700.110352
	Iteration 8Q: 3 clusters Score -14001.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -14001.183594 Penalty: 1700.110352
	Iteration 9F: 3 clusters Score -14001.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -123533.875000 Penalty: 1152.947876
	Iteration 0F: 2 clusters Score -123533.9 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 582 members 
Entering Unmasked Estep 
Score: -122017.632812 Penalty: 2305.895752
	Iteration 0F: 3 clusters Score -122017.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122354.851562 Penalty: 2305.895752
	Iteration 1F: 3 clusters Score -122354.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -122458.468750 Penalty: 2305.895752
	Iteration 2F: 3 clusters Score -122458.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -122524.046875 Penalty: 2305.895752
	Iteration 3Q: 3 clusters Score -122524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -122563.679688 Penalty: 2305.895752
	Iteration 4Q: 3 clusters Score -122563.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122586.140625 Penalty: 2305.895752
	Iteration 5Q: 3 clusters Score -122586.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -122615.273438 Penalty: 2305.895752
	Iteration 6Q: 3 clusters Score -122615.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -122636.007812 Penalty: 2305.895752
	Iteration 7Q: 3 clusters Score -122636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -122654.757812 Penalty: 2305.895752
	Iteration 8Q: 3 clusters Score -122654.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122665.960938 Penalty: 2305.895752
	Iteration 9Q: 3 clusters Score -122666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122674.601562 Penalty: 2305.895752
	Iteration 10Q: 3 clusters Score -122674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122677.531250 Penalty: 2305.895752
	Iteration 11Q: 3 clusters Score -122677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -122680.000000 Penalty: 2305.895752
	Iteration 12Q: 3 clusters Score -122680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -122681.453125 Penalty: 2305.895752
	Iteration 13Q: 3 clusters Score -122681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -122682.218750 Penalty: 2305.895752
	Iteration 14Q: 3 clusters Score -122682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -122683.351562 Penalty: 2305.895752
	Iteration 15Q: 3 clusters Score -122683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -122684.562500 Penalty: 2305.895752
	Iteration 16Q: 3 clusters Score -122684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -122685.187500 Penalty: 2305.895752
	Iteration 17Q: 3 clusters Score -122685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -122685.835938 Penalty: 2305.895752
	Iteration 18Q: 3 clusters Score -122685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -122686.898438 Penalty: 2305.895752
	Iteration 19Q: 3 clusters Score -122686.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -122687.890625 Penalty: 2305.895752
	Iteration 20F: 3 clusters Score -122687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -122688.757812 Penalty: 2305.895752
	Iteration 21Q: 3 clusters Score -122688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -122689.578125 Penalty: 2305.895752
	Iteration 22Q: 3 clusters Score -122689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -122689.578125 Penalty: 2305.895752
	Iteration 23F: 3 clusters Score -122689.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Entering Unmasked Estep 
Score: -1083526.250000 Penalty: 1486.884644
	Iteration 0F: 2 clusters Score -1083526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1076712.500000 Penalty: 2973.769287
	Iteration 0F: 3 clusters Score -1076712 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1078866.125000 Penalty: 2973.769287
	Iteration 1F: 3 clusters Score -1078866 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1079096.125000 Penalty: 2973.769287
	Iteration 2F: 3 clusters Score -1079096 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1079295.250000 Penalty: 2973.769287
	Iteration 3Q: 3 clusters Score -1079295 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1079484.750000 Penalty: 2973.769287
	Iteration 4Q: 3 clusters Score -1079485 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1079724.125000 Penalty: 2973.769287
	Iteration 5Q: 3 clusters Score -1079724 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1080018.625000 Penalty: 2973.769287
	Iteration 6Q: 3 clusters Score -1080019 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1080382.500000 Penalty: 2973.769287
	Iteration 7F: 3 clusters Score -1080382 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1080750.875000 Penalty: 2973.769287
	Iteration 8F: 3 clusters Score -1080751 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1081119.375000 Penalty: 2973.769287
	Iteration 9Q: 3 clusters Score -1081119 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1081407.500000 Penalty: 2973.769287
	Iteration 10Q: 3 clusters Score -1081408 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1081629.750000 Penalty: 2973.769287
	Iteration 11Q: 3 clusters Score -1081630 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1081821.625000 Penalty: 2973.769287
	Iteration 12Q: 3 clusters Score -1081822 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1081975.500000 Penalty: 2973.769287
	Iteration 13Q: 3 clusters Score -1081976 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1082083.125000 Penalty: 2973.769287
	Iteration 14Q: 3 clusters Score -1082083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1082155.875000 Penalty: 2973.769287
	Iteration 15Q: 3 clusters Score -1082156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1082225.125000 Penalty: 2973.769287
	Iteration 16Q: 3 clusters Score -1082225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1082272.750000 Penalty: 2973.769287
	Iteration 17Q: 3 clusters Score -1082273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1082306.125000 Penalty: 2973.769287
	Iteration 18Q: 3 clusters Score -1082306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1082334.250000 Penalty: 2973.769287
	Iteration 19Q: 3 clusters Score -1082334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1082350.875000 Penalty: 2973.769287
	Iteration 20F: 3 clusters Score -1082351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1082360.500000 Penalty: 2973.769287
	Iteration 21Q: 3 clusters Score -1082360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1082363.375000 Penalty: 2973.769287
	Iteration 22Q: 3 clusters Score -1082363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1082367.125000 Penalty: 2973.769287
	Iteration 23Q: 3 clusters Score -1082367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1082371.625000 Penalty: 2973.769287
	Iteration 24Q: 3 clusters Score -1082372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1082374.625000 Penalty: 2973.769287
	Iteration 25Q: 3 clusters Score -1082375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1082377.250000 Penalty: 2973.769287
	Iteration 26Q: 3 clusters Score -1082377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1082377.250000 Penalty: 2973.769287
	Iteration 27F: 3 clusters Score -1082377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 27811 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108850 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68837 members 
Mstep: Class 13 contains 111573 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112018 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134259 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22500 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11184 members 
Mstep: Class 26 contains 25128 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26993 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211496.000000 Penalty: 70409.367188
Iteration 319Q: 33 clusters Score -8.62115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15738 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 27811 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108849 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68835 members 
Mstep: Class 13 contains 111575 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112007 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134256 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22510 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11180 members 
Mstep: Class 26 contains 25136 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26993 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211512.000000 Penalty: 70409.367188
Iteration 320F: 33 clusters Score -8.621151e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15738 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 27811 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108848 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68832 members 
Mstep: Class 13 contains 111577 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112003 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134257 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22514 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11178 members 
Mstep: Class 26 contains 25139 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211528.000000 Penalty: 70409.367188
Iteration 321Q: 33 clusters Score -8.621153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27811 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108849 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68831 members 
Mstep: Class 13 contains 111575 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 112000 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134253 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22518 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11176 members 
Mstep: Class 26 contains 25144 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211552.000000 Penalty: 70409.367188
Iteration 322Q: 33 clusters Score -8.621155e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108852 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68830 members 
Mstep: Class 13 contains 111573 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 111997 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134250 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22522 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11174 members 
Mstep: Class 26 contains 25148 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211528.000000 Penalty: 70409.367188
Iteration 323Q: 33 clusters Score -8.621153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 27812 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108851 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68828 members 
Mstep: Class 13 contains 111569 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 111994 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134249 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22533 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11173 members 
Mstep: Class 26 contains 25149 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211472.000000 Penalty: 70409.367188
Iteration 324Q: 33 clusters Score -8.621147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 27813 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108849 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68827 members 
Mstep: Class 13 contains 111568 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 111984 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134251 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22541 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11171 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211568.000000 Penalty: 70409.367188
Iteration 325Q: 33 clusters Score -8.621157e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 27814 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108847 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68828 members 
Mstep: Class 13 contains 111564 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 111983 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134253 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22541 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11171 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211568.000000 Penalty: 70409.367188
Iteration 326Q: 33 clusters Score -8.621157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 27814 members 
Mstep: Class 7 contains 12859 members 
Mstep: Class 8 contains 108843 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68829 members 
Mstep: Class 13 contains 111567 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 111980 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134256 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22540 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11171 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211520.000000 Penalty: 70409.367188
Iteration 327Q: 33 clusters Score -8.621152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 27814 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108835 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68830 members 
Mstep: Class 13 contains 111566 members 
Mstep: Class 14 contains 12662 members 
Mstep: Class 15 contains 111978 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134260 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22544 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11171 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211568.000000 Penalty: 70409.367188
Iteration 328Q: 33 clusters Score -8.621157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 27815 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108834 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68830 members 
Mstep: Class 13 contains 111566 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111975 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134263 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22545 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11171 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211528.000000 Penalty: 70409.367188
Iteration 329Q: 33 clusters Score -8.621153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 27816 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108830 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68830 members 
Mstep: Class 13 contains 111567 members 
Mstep: Class 14 contains 12661 members 
Mstep: Class 15 contains 111972 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134266 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22545 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11171 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211560.000000 Penalty: 70409.367188
Iteration 330Q: 33 clusters Score -8.621156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27816 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108833 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68829 members 
Mstep: Class 13 contains 111567 members 
Mstep: Class 14 contains 12661 members 
Mstep: Class 15 contains 111962 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134266 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22547 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11171 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211576.000000 Penalty: 70409.367188
Iteration 331Q: 33 clusters Score -8.621158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 3 contains 4707 members 
Mstep: Class 4 contains 15738 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27818 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108832 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68828 members 
Mstep: Class 13 contains 111571 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111958 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134266 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22550 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11171 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211536.000000 Penalty: 70409.367188
Iteration 332Q: 33 clusters Score -8.621154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5617 members 
Mstep: Class 3 contains 4708 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27819 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108830 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68828 members 
Mstep: Class 13 contains 111570 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111959 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134265 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22549 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11171 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211512.000000 Penalty: 70409.367188
Iteration 333Q: 33 clusters Score -8.621151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27819 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108827 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68829 members 
Mstep: Class 13 contains 111569 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111959 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134267 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2819 members 
Mstep: Class 22 contains 22550 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211472.000000 Penalty: 70409.367188
Iteration 334Q: 33 clusters Score -8.621147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5617 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 15738 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27819 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108827 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68828 members 
Mstep: Class 13 contains 111568 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111958 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134269 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2818 members 
Mstep: Class 22 contains 22552 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211400.000000 Penalty: 70409.367188
Iteration 335Q: 33 clusters Score -8.62114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27819 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108825 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68827 members 
Mstep: Class 13 contains 111568 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111960 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134272 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2815 members 
Mstep: Class 22 contains 22552 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211440.000000 Penalty: 70409.367188
Iteration 336Q: 33 clusters Score -8.621144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27819 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108827 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68826 members 
Mstep: Class 13 contains 111568 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111960 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134273 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2813 members 
Mstep: Class 22 contains 22552 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26994 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211432.000000 Penalty: 70409.367188
Iteration 337Q: 33 clusters Score -8.621143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27820 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108827 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111568 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111960 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134275 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2812 members 
Mstep: Class 22 contains 22552 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211432.000000 Penalty: 70409.367188
Iteration 338Q: 33 clusters Score -8.621143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108826 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111568 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111959 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134275 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2812 members 
Mstep: Class 22 contains 22553 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211424.000000 Penalty: 70409.367188
Iteration 339Q: 33 clusters Score -8.621142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108827 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111569 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111958 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134275 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2811 members 
Mstep: Class 22 contains 22553 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211424.000000 Penalty: 70409.367188
Iteration 340F: 33 clusters Score -8.621142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108829 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111567 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111959 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134275 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2810 members 
Mstep: Class 22 contains 22553 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211408.000000 Penalty: 70409.367188
Iteration 341Q: 33 clusters Score -8.621141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108833 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111568 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111955 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134275 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2808 members 
Mstep: Class 22 contains 22554 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211392.000000 Penalty: 70409.367188
Iteration 342Q: 33 clusters Score -8.621139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108836 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111566 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111956 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134275 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2804 members 
Mstep: Class 22 contains 22556 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211392.000000 Penalty: 70409.367188
Iteration 343Q: 33 clusters Score -8.621139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108841 members 
Mstep: Class 9 contains 18273 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111563 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111956 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134275 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2800 members 
Mstep: Class 22 contains 22558 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211384.000000 Penalty: 70409.367188
Iteration 344Q: 33 clusters Score -8.621138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108844 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111562 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111956 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134275 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 22558 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211384.000000 Penalty: 70409.367188
Iteration 345Q: 33 clusters Score -8.621138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108845 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111561 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111955 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134275 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211408.000000 Penalty: 70409.367188
Iteration 346Q: 33 clusters Score -8.621141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108846 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111561 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111954 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134275 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211416.000000 Penalty: 70409.367188
Iteration 347Q: 33 clusters Score -8.621142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108848 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111562 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111950 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134276 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211416.000000 Penalty: 70409.367188
Iteration 348Q: 33 clusters Score -8.621142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27821 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108851 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111562 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111946 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134277 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211440.000000 Penalty: 70409.367188
Iteration 349Q: 33 clusters Score -8.621144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27822 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108849 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68823 members 
Mstep: Class 13 contains 111561 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111948 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134277 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211432.000000 Penalty: 70409.367188
Iteration 350Q: 33 clusters Score -8.621143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27822 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108849 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68824 members 
Mstep: Class 13 contains 111559 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111949 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134277 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211440.000000 Penalty: 70409.367188
Iteration 351Q: 33 clusters Score -8.621144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27823 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108848 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68824 members 
Mstep: Class 13 contains 111559 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111949 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134277 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2799 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211432.000000 Penalty: 70409.367188
Iteration 352Q: 33 clusters Score -8.621143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27823 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108848 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68824 members 
Mstep: Class 13 contains 111559 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111950 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134277 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2798 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211440.000000 Penalty: 70409.367188
Iteration 353Q: 33 clusters Score -8.621144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27823 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108849 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68824 members 
Mstep: Class 13 contains 111559 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111951 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134277 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211440.000000 Penalty: 70409.367188
Iteration 354Q: 33 clusters Score -8.621144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27823 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108849 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68824 members 
Mstep: Class 13 contains 111559 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111952 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134276 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211448.000000 Penalty: 70409.367188
Iteration 355Q: 33 clusters Score -8.621145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27823 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108848 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68824 members 
Mstep: Class 13 contains 111559 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111953 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134276 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211432.000000 Penalty: 70409.367188
Iteration 356Q: 33 clusters Score -8.621143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 4710 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27823 members 
Mstep: Class 7 contains 12860 members 
Mstep: Class 8 contains 108848 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 68824 members 
Mstep: Class 13 contains 111559 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 111953 members 
Mstep: Class 16 contains 170 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 134276 members 
Mstep: Class 19 contains 4357 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 22559 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 2781 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 25152 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 26995 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 187 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 9414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211432.000000 Penalty: 70409.367188
Iteration 357F: 33 clusters Score -8.621143e+07 nChanged 0
Entering ConstructFrom: 
Score: -86211432.000000 Penalty: 70409.367188
Entering ConstructFrom: 
Trying to split cluster 1 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -192520.500000 Penalty: 1196.738892
	Iteration 0F: 2 clusters Score -192520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -190696.937500 Penalty: 2393.477783
	Iteration 0F: 3 clusters Score -190696.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -190992.500000 Penalty: 2393.477783
	Iteration 1F: 3 clusters Score -190992.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -191067.015625 Penalty: 2393.477783
	Iteration 2F: 3 clusters Score -191067 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -191115.890625 Penalty: 2393.477783
	Iteration 3Q: 3 clusters Score -191115.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -191143.531250 Penalty: 2393.477783
	Iteration 4Q: 3 clusters Score -191143.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -191160.421875 Penalty: 2393.477783
	Iteration 5Q: 3 clusters Score -191160.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -191171.671875 Penalty: 2393.477783
	Iteration 6Q: 3 clusters Score -191171.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -191182.156250 Penalty: 2393.477783
	Iteration 7Q: 3 clusters Score -191182.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -191187.500000 Penalty: 2393.477783
	Iteration 8Q: 3 clusters Score -191187.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -191191.656250 Penalty: 2393.477783
	Iteration 9Q: 3 clusters Score -191191.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -191196.484375 Penalty: 2393.477783
	Iteration 10Q: 3 clusters Score -191196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -191199.468750 Penalty: 2393.477783
	Iteration 11Q: 3 clusters Score -191199.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -191200.906250 Penalty: 2393.477783
	Iteration 12Q: 3 clusters Score -191200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -191204.015625 Penalty: 2393.477783
	Iteration 13Q: 3 clusters Score -191204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -191207.109375 Penalty: 2393.477783
	Iteration 14Q: 3 clusters Score -191207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -191208.343750 Penalty: 2393.477783
	Iteration 15Q: 3 clusters Score -191208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -191209.812500 Penalty: 2393.477783
	Iteration 16Q: 3 clusters Score -191209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -191210.531250 Penalty: 2393.477783
	Iteration 17Q: 3 clusters Score -191210.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -191210.531250 Penalty: 2393.477783
	Iteration 18F: 3 clusters Score -191210.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -654059.312500 Penalty: 1402.981323
	Iteration 0F: 2 clusters Score -654059.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -649721.500000 Penalty: 2805.962646
	Iteration 0F: 3 clusters Score -649721.5 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -651003.437500 Penalty: 2805.962646
	Iteration 1F: 3 clusters Score -651003.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -651210.687500 Penalty: 2805.962646
	Iteration 2F: 3 clusters Score -651210.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -651345.625000 Penalty: 2805.962646
	Iteration 3F: 3 clusters Score -651345.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -651451.187500 Penalty: 2805.962646
	Iteration 4Q: 3 clusters Score -651451.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -651560.125000 Penalty: 2805.962646
	Iteration 5Q: 3 clusters Score -651560.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -651667.437500 Penalty: 2805.962646
	Iteration 6Q: 3 clusters Score -651667.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -651774.687500 Penalty: 2805.962646
	Iteration 7Q: 3 clusters Score -651774.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -651882.062500 Penalty: 2805.962646
	Iteration 8Q: 3 clusters Score -651882.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -651979.750000 Penalty: 2805.962646
	Iteration 9Q: 3 clusters Score -651979.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -652083.562500 Penalty: 2805.962646
	Iteration 10Q: 3 clusters Score -652083.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -652200.250000 Penalty: 2805.962646
	Iteration 11Q: 3 clusters Score -652200.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -652324.375000 Penalty: 2805.962646
	Iteration 12Q: 3 clusters Score -652324.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -652436.437500 Penalty: 2805.962646
	Iteration 13Q: 3 clusters Score -652436.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -652523.500000 Penalty: 2805.962646
	Iteration 14Q: 3 clusters Score -652523.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -652610.125000 Penalty: 2805.962646
	Iteration 15Q: 3 clusters Score -652610.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -652676.812500 Penalty: 2805.962646
	Iteration 16Q: 3 clusters Score -652676.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -652714.500000 Penalty: 2805.962646
	Iteration 17Q: 3 clusters Score -652714.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -652748.250000 Penalty: 2805.962646
	Iteration 18Q: 3 clusters Score -652748.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -652771.250000 Penalty: 2805.962646
	Iteration 19Q: 3 clusters Score -652771.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -652794.750000 Penalty: 2805.962646
	Iteration 20F: 3 clusters Score -652794.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -652809.812500 Penalty: 2805.962646
	Iteration 21Q: 3 clusters Score -652809.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -652816.625000 Penalty: 2805.962646
	Iteration 22Q: 3 clusters Score -652816.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -652821.812500 Penalty: 2805.962646
	Iteration 23Q: 3 clusters Score -652821.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -652828.187500 Penalty: 2805.962646
	Iteration 24Q: 3 clusters Score -652828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -652830.250000 Penalty: 2805.962646
	Iteration 25Q: 3 clusters Score -652830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -652836.812500 Penalty: 2805.962646
	Iteration 26Q: 3 clusters Score -652836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -652842.187500 Penalty: 2805.962646
	Iteration 27Q: 3 clusters Score -652842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -652844.000000 Penalty: 2805.962646
	Iteration 28Q: 3 clusters Score -652844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -652846.375000 Penalty: 2805.962646
	Iteration 29Q: 3 clusters Score -652846.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -652846.875000 Penalty: 2805.962646
	Iteration 30Q: 3 clusters Score -652846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -652847.812500 Penalty: 2805.962646
	Iteration 31Q: 3 clusters Score -652847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -652848.625000 Penalty: 2805.962646
	Iteration 32Q: 3 clusters Score -652848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -652851.062500 Penalty: 2805.962646
	Iteration 33Q: 3 clusters Score -652851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -652851.812500 Penalty: 2805.962646
	Iteration 34Q: 3 clusters Score -652851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -652851.812500 Penalty: 2805.962646
	Iteration 35F: 3 clusters Score -652851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Entering Unmasked Estep 
Score: -515245.500000 Penalty: 1374.334473
	Iteration 0F: 2 clusters Score -515245.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -511455.218750 Penalty: 2748.668945
	Iteration 0F: 3 clusters Score -511455.2 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -512536.500000 Penalty: 2748.668945
	Iteration 1F: 3 clusters Score -512536.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -512778.968750 Penalty: 2748.668945
	Iteration 2F: 3 clusters Score -512779 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -512966.812500 Penalty: 2748.668945
	Iteration 3F: 3 clusters Score -512966.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -513099.031250 Penalty: 2748.668945
	Iteration 4Q: 3 clusters Score -513099 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -513207.343750 Penalty: 2748.668945
	Iteration 5Q: 3 clusters Score -513207.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -513291.562500 Penalty: 2748.668945
	Iteration 6Q: 3 clusters Score -513291.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -513370.843750 Penalty: 2748.668945
	Iteration 7Q: 3 clusters Score -513370.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -513469.937500 Penalty: 2748.668945
	Iteration 8Q: 3 clusters Score -513469.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -513566.656250 Penalty: 2748.668945
	Iteration 9Q: 3 clusters Score -513566.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -513660.968750 Penalty: 2748.668945
	Iteration 10Q: 3 clusters Score -513661 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -513765.937500 Penalty: 2748.668945
	Iteration 11Q: 3 clusters Score -513765.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -513883.750000 Penalty: 2748.668945
	Iteration 12Q: 3 clusters Score -513883.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -513995.000000 Penalty: 2748.668945
	Iteration 13Q: 3 clusters Score -513995 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -514096.968750 Penalty: 2748.668945
	Iteration 14Q: 3 clusters Score -514097 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -514181.968750 Penalty: 2748.668945
	Iteration 15Q: 3 clusters Score -514182 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -514262.250000 Penalty: 2748.668945
	Iteration 16Q: 3 clusters Score -514262.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -514323.718750 Penalty: 2748.668945
	Iteration 17Q: 3 clusters Score -514323.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -514356.125000 Penalty: 2748.668945
	Iteration 18Q: 3 clusters Score -514356.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -514393.718750 Penalty: 2748.668945
	Iteration 19Q: 3 clusters Score -514393.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -514416.968750 Penalty: 2748.668945
	Iteration 20F: 3 clusters Score -514417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -514424.937500 Penalty: 2748.668945
	Iteration 21Q: 3 clusters Score -514424.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -514434.687500 Penalty: 2748.668945
	Iteration 22Q: 3 clusters Score -514434.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -514441.875000 Penalty: 2748.668945
	Iteration 23Q: 3 clusters Score -514441.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -514446.343750 Penalty: 2748.668945
	Iteration 24Q: 3 clusters Score -514446.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -514452.375000 Penalty: 2748.668945
	Iteration 25Q: 3 clusters Score -514452.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -514460.937500 Penalty: 2748.668945
	Iteration 26Q: 3 clusters Score -514460.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -514472.406250 Penalty: 2748.668945
	Iteration 27Q: 3 clusters Score -514472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -514475.062500 Penalty: 2748.668945
	Iteration 28Q: 3 clusters Score -514475.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -514478.687500 Penalty: 2748.668945
	Iteration 29Q: 3 clusters Score -514478.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -514486.875000 Penalty: 2748.668945
	Iteration 30Q: 3 clusters Score -514486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -514488.750000 Penalty: 2748.668945
	Iteration 31Q: 3 clusters Score -514488.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -514488.750000 Penalty: 2748.668945
	Iteration 32F: 3 clusters Score -514488.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Entering Unmasked Estep 
Score: -1836059.375000 Penalty: 1570.383179
	Iteration 0F: 2 clusters Score -1836059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1825242.750000 Penalty: 3140.766357
	Iteration 0F: 3 clusters Score -1825243 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1828980.000000 Penalty: 3140.766357
	Iteration 1F: 3 clusters Score -1828980 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1829203.000000 Penalty: 3140.766357
	Iteration 2Q: 3 clusters Score -1829203 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1829416.000000 Penalty: 3140.766357
	Iteration 3Q: 3 clusters Score -1829416 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1829598.875000 Penalty: 3140.766357
	Iteration 4Q: 3 clusters Score -1829599 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1829793.750000 Penalty: 3140.766357
	Iteration 5Q: 3 clusters Score -1829794 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1830014.500000 Penalty: 3140.766357
	Iteration 6Q: 3 clusters Score -1830014 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1830299.875000 Penalty: 3140.766357
	Iteration 7Q: 3 clusters Score -1830300 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1830698.000000 Penalty: 3140.766357
	Iteration 8Q: 3 clusters Score -1830698 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1831275.250000 Penalty: 3140.766357
	Iteration 9F: 3 clusters Score -1831275 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1832037.000000 Penalty: 3140.766357
	Iteration 10F: 3 clusters Score -1832037 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1832912.375000 Penalty: 3140.766357
	Iteration 11F: 3 clusters Score -1832912 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1833635.500000 Penalty: 3140.766357
	Iteration 12F: 3 clusters Score -1833636 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1834131.625000 Penalty: 3140.766357
	Iteration 13Q: 3 clusters Score -1834132 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1834418.375000 Penalty: 3140.766357
	Iteration 14Q: 3 clusters Score -1834418 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1834549.000000 Penalty: 3140.766357
	Iteration 15Q: 3 clusters Score -1834549 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1834600.375000 Penalty: 3140.766357
	Iteration 16Q: 3 clusters Score -1834600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1834633.250000 Penalty: 3140.766357
	Iteration 17Q: 3 clusters Score -1834633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1834656.125000 Penalty: 3140.766357
	Iteration 18Q: 3 clusters Score -1834656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1834669.750000 Penalty: 3140.766357
	Iteration 19Q: 3 clusters Score -1834670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1834685.375000 Penalty: 3140.766357
	Iteration 20F: 3 clusters Score -1834685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1834694.000000 Penalty: 3140.766357
	Iteration 21Q: 3 clusters Score -1834694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1834696.500000 Penalty: 3140.766357
	Iteration 22Q: 3 clusters Score -1834696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1834696.875000 Penalty: 3140.766357
	Iteration 23Q: 3 clusters Score -1834697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1834699.625000 Penalty: 3140.766357
	Iteration 24Q: 3 clusters Score -1834700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1834699.625000 Penalty: 3140.766357
	Iteration 25F: 3 clusters Score -1834700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -428583.000000 Penalty: 1336.339355
	Iteration 0F: 2 clusters Score -428583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -425409.656250 Penalty: 2672.678711
	Iteration 0F: 3 clusters Score -425409.7 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -426235.906250 Penalty: 2672.678711
	Iteration 1F: 3 clusters Score -426235.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -426395.406250 Penalty: 2672.678711
	Iteration 2F: 3 clusters Score -426395.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -426508.187500 Penalty: 2672.678711
	Iteration 3F: 3 clusters Score -426508.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -426582.718750 Penalty: 2672.678711
	Iteration 4Q: 3 clusters Score -426582.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -426638.125000 Penalty: 2672.678711
	Iteration 5Q: 3 clusters Score -426638.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -426684.500000 Penalty: 2672.678711
	Iteration 6Q: 3 clusters Score -426684.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -426720.531250 Penalty: 2672.678711
	Iteration 7Q: 3 clusters Score -426720.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -426757.500000 Penalty: 2672.678711
	Iteration 8Q: 3 clusters Score -426757.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -426788.531250 Penalty: 2672.678711
	Iteration 9Q: 3 clusters Score -426788.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -426813.500000 Penalty: 2672.678711
	Iteration 10Q: 3 clusters Score -426813.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -426839.718750 Penalty: 2672.678711
	Iteration 11Q: 3 clusters Score -426839.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -426869.125000 Penalty: 2672.678711
	Iteration 12Q: 3 clusters Score -426869.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -426891.000000 Penalty: 2672.678711
	Iteration 13Q: 3 clusters Score -426891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -426906.937500 Penalty: 2672.678711
	Iteration 14Q: 3 clusters Score -426906.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -426925.406250 Penalty: 2672.678711
	Iteration 15Q: 3 clusters Score -426925.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -426949.968750 Penalty: 2672.678711
	Iteration 16Q: 3 clusters Score -426950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -426988.281250 Penalty: 2672.678711
	Iteration 17Q: 3 clusters Score -426988.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -427028.156250 Penalty: 2672.678711
	Iteration 18Q: 3 clusters Score -427028.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -427064.812500 Penalty: 2672.678711
	Iteration 19Q: 3 clusters Score -427064.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -427109.375000 Penalty: 2672.678711
	Iteration 20F: 3 clusters Score -427109.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -427153.937500 Penalty: 2672.678711
	Iteration 21Q: 3 clusters Score -427153.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -427178.281250 Penalty: 2672.678711
	Iteration 22Q: 3 clusters Score -427178.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -427197.531250 Penalty: 2672.678711
	Iteration 23Q: 3 clusters Score -427197.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -427213.625000 Penalty: 2672.678711
	Iteration 24Q: 3 clusters Score -427213.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -427228.687500 Penalty: 2672.678711
	Iteration 25Q: 3 clusters Score -427228.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -427242.656250 Penalty: 2672.678711
	Iteration 26Q: 3 clusters Score -427242.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -427253.593750 Penalty: 2672.678711
	Iteration 27Q: 3 clusters Score -427253.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -427265.593750 Penalty: 2672.678711
	Iteration 28Q: 3 clusters Score -427265.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -427277.531250 Penalty: 2672.678711
	Iteration 29Q: 3 clusters Score -427277.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -427285.312500 Penalty: 2672.678711
	Iteration 30Q: 3 clusters Score -427285.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -427291.093750 Penalty: 2672.678711
	Iteration 31Q: 3 clusters Score -427291.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -427292.031250 Penalty: 2672.678711
	Iteration 32Q: 3 clusters Score -427292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -427294.375000 Penalty: 2672.678711
	Iteration 33Q: 3 clusters Score -427294.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -427295.906250 Penalty: 2672.678711
	Iteration 34Q: 3 clusters Score -427295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -427296.656250 Penalty: 2672.678711
	Iteration 35Q: 3 clusters Score -427296.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -427298.875000 Penalty: 2672.678711
	Iteration 36Q: 3 clusters Score -427298.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -427300.250000 Penalty: 2672.678711
	Iteration 37Q: 3 clusters Score -427300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -427300.937500 Penalty: 2672.678711
	Iteration 38Q: 3 clusters Score -427300.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -427302.843750 Penalty: 2672.678711
	Iteration 39Q: 3 clusters Score -427302.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -427306.406250 Penalty: 2672.678711
	Iteration 40F: 3 clusters Score -427306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -427307.687500 Penalty: 2672.678711
	Iteration 41Q: 3 clusters Score -427307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -427310.562500 Penalty: 2672.678711
	Iteration 42Q: 3 clusters Score -427310.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -427314.000000 Penalty: 2672.678711
	Iteration 43Q: 3 clusters Score -427314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -427315.593750 Penalty: 2672.678711
	Iteration 44Q: 3 clusters Score -427315.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -427318.781250 Penalty: 2672.678711
	Iteration 45Q: 3 clusters Score -427318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -427321.750000 Penalty: 2672.678711
	Iteration 46Q: 3 clusters Score -427321.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -427324.656250 Penalty: 2672.678711
	Iteration 47Q: 3 clusters Score -427324.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -427327.156250 Penalty: 2672.678711
	Iteration 48Q: 3 clusters Score -427327.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -427331.250000 Penalty: 2672.678711
	Iteration 49Q: 3 clusters Score -427331.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -427332.531250 Penalty: 2672.678711
	Iteration 50Q: 3 clusters Score -427332.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -427334.375000 Penalty: 2672.678711
	Iteration 51Q: 3 clusters Score -427334.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -427335.968750 Penalty: 2672.678711
	Iteration 52Q: 3 clusters Score -427336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -427338.625000 Penalty: 2672.678711
	Iteration 53Q: 3 clusters Score -427338.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -427343.781250 Penalty: 2672.678711
	Iteration 54Q: 3 clusters Score -427343.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -427348.406250 Penalty: 2672.678711
	Iteration 55Q: 3 clusters Score -427348.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -427354.218750 Penalty: 2672.678711
	Iteration 56Q: 3 clusters Score -427354.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -427357.500000 Penalty: 2672.678711
	Iteration 57Q: 3 clusters Score -427357.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -427360.312500 Penalty: 2672.678711
	Iteration 58Q: 3 clusters Score -427360.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -427365.312500 Penalty: 2672.678711
	Iteration 59Q: 3 clusters Score -427365.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -427370.593750 Penalty: 2672.678711
	Iteration 60F: 3 clusters Score -427370.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -427374.343750 Penalty: 2672.678711
	Iteration 61Q: 3 clusters Score -427374.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -427376.125000 Penalty: 2672.678711
	Iteration 62Q: 3 clusters Score -427376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -427378.156250 Penalty: 2672.678711
	Iteration 63Q: 3 clusters Score -427378.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -427381.062500 Penalty: 2672.678711
	Iteration 64Q: 3 clusters Score -427381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -427386.093750 Penalty: 2672.678711
	Iteration 65Q: 3 clusters Score -427386.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -427387.468750 Penalty: 2672.678711
	Iteration 66Q: 3 clusters Score -427387.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -427389.187500 Penalty: 2672.678711
	Iteration 67Q: 3 clusters Score -427389.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -427391.937500 Penalty: 2672.678711
	Iteration 68Q: 3 clusters Score -427391.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -427392.687500 Penalty: 2672.678711
	Iteration 69Q: 3 clusters Score -427392.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -427393.937500 Penalty: 2672.678711
	Iteration 70Q: 3 clusters Score -427393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -427395.406250 Penalty: 2672.678711
	Iteration 71Q: 3 clusters Score -427395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -427396.625000 Penalty: 2672.678711
	Iteration 72Q: 3 clusters Score -427396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -427396.468750 Penalty: 2672.678711
	Iteration 73Q: 3 clusters Score -427396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -427396.468750 Penalty: 2672.678711
	Iteration 74F: 3 clusters Score -427396.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Entering Unmasked Estep 
Score: -3244910.000000 Penalty: 1662.963013
	Iteration 0F: 2 clusters Score -3244910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3226192.500000 Penalty: 3325.926025
	Iteration 0F: 3 clusters Score -3226192 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3233270.000000 Penalty: 3325.926025
	Iteration 1F: 3 clusters Score -3233270 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3233799.000000 Penalty: 3325.926025
	Iteration 2Q: 3 clusters Score -3233799 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3234404.750000 Penalty: 3325.926025
	Iteration 3Q: 3 clusters Score -3234405 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3235220.750000 Penalty: 3325.926025
	Iteration 4F: 3 clusters Score -3235221 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3236263.500000 Penalty: 3325.926025
	Iteration 5F: 3 clusters Score -3236264 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3237592.750000 Penalty: 3325.926025
	Iteration 6F: 3 clusters Score -3237593 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3239044.500000 Penalty: 3325.926025
	Iteration 7F: 3 clusters Score -3239044 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3240318.250000 Penalty: 3325.926025
	Iteration 8F: 3 clusters Score -3240318 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3241131.500000 Penalty: 3325.926025
	Iteration 9Q: 3 clusters Score -3241132 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3241552.750000 Penalty: 3325.926025
	Iteration 10Q: 3 clusters Score -3241553 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -3241841.250000 Penalty: 3325.926025
	Iteration 11Q: 3 clusters Score -3241841 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3242058.250000 Penalty: 3325.926025
	Iteration 12Q: 3 clusters Score -3242058 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3242211.500000 Penalty: 3325.926025
	Iteration 13Q: 3 clusters Score -3242212 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3242359.250000 Penalty: 3325.926025
	Iteration 14Q: 3 clusters Score -3242359 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3242478.250000 Penalty: 3325.926025
	Iteration 15Q: 3 clusters Score -3242478 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3242571.000000 Penalty: 3325.926025
	Iteration 16Q: 3 clusters Score -3242571 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3242681.000000 Penalty: 3325.926025
	Iteration 17Q: 3 clusters Score -3242681 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3242754.000000 Penalty: 3325.926025
	Iteration 18Q: 3 clusters Score -3242754 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3242815.250000 Penalty: 3325.926025
	Iteration 19Q: 3 clusters Score -3242815 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3242886.250000 Penalty: 3325.926025
	Iteration 20F: 3 clusters Score -3242886 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3242958.000000 Penalty: 3325.926025
	Iteration 21Q: 3 clusters Score -3242958 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3243011.250000 Penalty: 3325.926025
	Iteration 22Q: 3 clusters Score -3243011 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3243070.250000 Penalty: 3325.926025
	Iteration 23Q: 3 clusters Score -3243070 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3243115.500000 Penalty: 3325.926025
	Iteration 24Q: 3 clusters Score -3243116 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3243155.500000 Penalty: 3325.926025
	Iteration 25Q: 3 clusters Score -3243156 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3243201.250000 Penalty: 3325.926025
	Iteration 26Q: 3 clusters Score -3243201 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3243265.750000 Penalty: 3325.926025
	Iteration 27Q: 3 clusters Score -3243266 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3243299.750000 Penalty: 3325.926025
	Iteration 28Q: 3 clusters Score -3243300 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3243319.500000 Penalty: 3325.926025
	Iteration 29Q: 3 clusters Score -3243320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3243343.500000 Penalty: 3325.926025
	Iteration 30Q: 3 clusters Score -3243344 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3243363.000000 Penalty: 3325.926025
	Iteration 31Q: 3 clusters Score -3243363 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3243388.750000 Penalty: 3325.926025
	Iteration 32Q: 3 clusters Score -3243389 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3243397.500000 Penalty: 3325.926025
	Iteration 33Q: 3 clusters Score -3243398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3243415.750000 Penalty: 3325.926025
	Iteration 34Q: 3 clusters Score -3243416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3243440.500000 Penalty: 3325.926025
	Iteration 35Q: 3 clusters Score -3243440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3243468.750000 Penalty: 3325.926025
	Iteration 36Q: 3 clusters Score -3243469 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3243485.250000 Penalty: 3325.926025
	Iteration 37Q: 3 clusters Score -3243485 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3243507.750000 Penalty: 3325.926025
	Iteration 38Q: 3 clusters Score -3243508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3243526.750000 Penalty: 3325.926025
	Iteration 39Q: 3 clusters Score -3243527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3243558.500000 Penalty: 3325.926025
	Iteration 40F: 3 clusters Score -3243558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3243576.000000 Penalty: 3325.926025
	Iteration 41Q: 3 clusters Score -3243576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3243598.250000 Penalty: 3325.926025
	Iteration 42Q: 3 clusters Score -3243598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3243621.500000 Penalty: 3325.926025
	Iteration 43Q: 3 clusters Score -3243622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3243624.000000 Penalty: 3325.926025
	Iteration 44Q: 3 clusters Score -3243624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3243643.500000 Penalty: 3325.926025
	Iteration 45Q: 3 clusters Score -3243644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3243663.000000 Penalty: 3325.926025
	Iteration 46Q: 3 clusters Score -3243663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3243679.500000 Penalty: 3325.926025
	Iteration 47Q: 3 clusters Score -3243680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3243693.750000 Penalty: 3325.926025
	Iteration 48Q: 3 clusters Score -3243694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3243706.250000 Penalty: 3325.926025
	Iteration 49Q: 3 clusters Score -3243706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3243721.000000 Penalty: 3325.926025
	Iteration 50Q: 3 clusters Score -3243721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3243722.750000 Penalty: 3325.926025
	Iteration 51Q: 3 clusters Score -3243723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3243723.250000 Penalty: 3325.926025
	Iteration 52Q: 3 clusters Score -3243723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3243724.250000 Penalty: 3325.926025
	Iteration 53Q: 3 clusters Score -3243724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3243737.000000 Penalty: 3325.926025
	Iteration 54Q: 3 clusters Score -3243737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3243744.000000 Penalty: 3325.926025
	Iteration 55Q: 3 clusters Score -3243744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3243744.250000 Penalty: 3325.926025
	Iteration 56Q: 3 clusters Score -3243744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -3243746.000000 Penalty: 3325.926025
	Iteration 57Q: 3 clusters Score -3243746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -3243750.500000 Penalty: 3325.926025
	Iteration 58Q: 3 clusters Score -3243750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3243754.750000 Penalty: 3325.926025
	Iteration 59Q: 3 clusters Score -3243755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3243755.750000 Penalty: 3325.926025
	Iteration 60F: 3 clusters Score -3243756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -3243763.750000 Penalty: 3325.926025
	Iteration 61Q: 3 clusters Score -3243764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3243760.750000 Penalty: 3325.926025
	Iteration 62Q: 3 clusters Score -3243761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3243761.500000 Penalty: 3325.926025
	Iteration 63Q: 3 clusters Score -3243762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3243764.500000 Penalty: 3325.926025
	Iteration 64Q: 3 clusters Score -3243764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3243760.750000 Penalty: 3325.926025
	Iteration 65Q: 3 clusters Score -3243761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3243760.750000 Penalty: 3325.926025
	Iteration 66F: 3 clusters Score -3243761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Entering Unmasked Estep 
Score: -1503113.375000 Penalty: 1537.554932
	Iteration 0F: 2 clusters Score -1503113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1494125.875000 Penalty: 3075.109863
	Iteration 0F: 3 clusters Score -1494126 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1497177.875000 Penalty: 3075.109863
	Iteration 1F: 3 clusters Score -1497178 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1497394.125000 Penalty: 3075.109863
	Iteration 2F: 3 clusters Score -1497394 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1497533.875000 Penalty: 3075.109863
	Iteration 3Q: 3 clusters Score -1497534 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1497646.125000 Penalty: 3075.109863
	Iteration 4Q: 3 clusters Score -1497646 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1497733.500000 Penalty: 3075.109863
	Iteration 5Q: 3 clusters Score -1497734 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1497810.000000 Penalty: 3075.109863
	Iteration 6Q: 3 clusters Score -1497810 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1497894.000000 Penalty: 3075.109863
	Iteration 7Q: 3 clusters Score -1497894 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1497971.375000 Penalty: 3075.109863
	Iteration 8Q: 3 clusters Score -1497971 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1498060.000000 Penalty: 3075.109863
	Iteration 9Q: 3 clusters Score -1498060 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1498173.250000 Penalty: 3075.109863
	Iteration 10Q: 3 clusters Score -1498173 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1498317.125000 Penalty: 3075.109863
	Iteration 11Q: 3 clusters Score -1498317 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1498514 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1498814 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1499195.500000 Penalty: 3075.109863
	Iteration 14Q: 3 clusters Score -1499196 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1499566.625000 Penalty: 3075.109863
	Iteration 15Q: 3 clusters Score -1499567 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1499938.250000 Penalty: 3075.109863
	Iteration 16Q: 3 clusters Score -1499938 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1500219.000000 Penalty: 3075.109863
	Iteration 17Q: 3 clusters Score -1500219 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1500361 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1500435.500000 Penalty: 3075.109863
	Iteration 19Q: 3 clusters Score -1500436 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1500487.125000 Penalty: 3075.109863
	Iteration 20F: 3 clusters Score -1500487 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1500524.500000 Penalty: 3075.109863
	Iteration 21Q: 3 clusters Score -1500524 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1500549.375000 Penalty: 3075.109863
	Iteration 22Q: 3 clusters Score -1500549 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1500571.500000 Penalty: 3075.109863
	Iteration 23Q: 3 clusters Score -1500572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1500589 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1500600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1500607.875000 Penalty: 3075.109863
	Iteration 26Q: 3 clusters Score -1500608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1500618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1500628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1500638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1500648.000000 Penalty: 3075.109863
	Iteration 30Q: 3 clusters Score -1500648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1500651.625000 Penalty: 3075.109863
	Iteration 31Q: 3 clusters Score -1500652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1500662.625000 Penalty: 3075.109863
	Iteration 32Q: 3 clusters Score -1500663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1500668.875000 Penalty: 3075.109863
	Iteration 33Q: 3 clusters Score -1500669 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1500679.250000 Penalty: 3075.109863
	Iteration 34Q: 3 clusters Score -1500679 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1500690.750000 Penalty: 3075.109863
	Iteration 35Q: 3 clusters Score -1500691 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1500704.250000 Penalty: 3075.109863
	Iteration 36Q: 3 clusters Score -1500704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1500716.625000 Penalty: 3075.109863
	Iteration 37Q: 3 clusters Score -1500717 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1500738 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1500745 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1500763.000000 Penalty: 3075.109863
	Iteration 40F: 3 clusters Score -1500763 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1500777 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1500786 nChanged 60
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Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1500798.250000 Penalty: 3075.109863
	Iteration 43Q: 3 clusters Score -1500798 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1500805 nChanged 60
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Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1500818 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1500830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1500839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1500848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1500860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1500868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1500879.625000 Penalty: 3075.109863
	Iteration 51Q: 3 clusters Score -1500880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1500887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1500896.375000 Penalty: 3075.109863
	Iteration 53Q: 3 clusters Score -1500896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1500899.625000 Penalty: 3075.109863
	Iteration 54Q: 3 clusters Score -1500900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1500907.875000 Penalty: 3075.109863
	Iteration 55Q: 3 clusters Score -1500908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1500915.750000 Penalty: 3075.109863
	Iteration 56Q: 3 clusters Score -1500916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1500922.625000 Penalty: 3075.109863
	Iteration 57Q: 3 clusters Score -1500923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1500921.500000 Penalty: 3075.109863
	Iteration 58Q: 3 clusters Score -1500922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1500922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1500923.250000 Penalty: 3075.109863
	Iteration 60F: 3 clusters Score -1500923 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1500921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1500925.250000 Penalty: 3075.109863
	Iteration 62Q: 3 clusters Score -1500925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1500924.750000 Penalty: 3075.109863
	Iteration 63Q: 3 clusters Score -1500925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1500931.125000 Penalty: 3075.109863
	Iteration 64Q: 3 clusters Score -1500931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1500929.625000 Penalty: 3075.109863
	Iteration 65Q: 3 clusters Score -1500930 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1500937.250000 Penalty: 3075.109863
	Iteration 66Q: 3 clusters Score -1500937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1500939.125000 Penalty: 3075.109863
	Iteration 67Q: 3 clusters Score -1500939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1500940.375000 Penalty: 3075.109863
	Iteration 68Q: 3 clusters Score -1500940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1500941 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3872 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1500940 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1500943.375000 Penalty: 3075.109863
	Iteration 71Q: 3 clusters Score -1500943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1500948.125000 Penalty: 3075.109863
	Iteration 72Q: 3 clusters Score -1500948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1500944 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1500945.375000 Penalty: 3075.109863
	Iteration 74Q: 3 clusters Score -1500945 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3820 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1500948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1500947 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1500949.875000 Penalty: 3075.109863
	Iteration 77Q: 3 clusters Score -1500950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1500947 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3785 members 
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Entering Unmasked Estep 
Score: -1500952.625000 Penalty: 3075.109863
	Iteration 79Q: 3 clusters Score -1500953 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1500951.875000 Penalty: 3075.109863
	Iteration 80F: 3 clusters Score -1500952 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1500950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1500952 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1500956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1500960.125000 Penalty: 3075.109863
	Iteration 84Q: 3 clusters Score -1500960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1500961.625000 Penalty: 3075.109863
	Iteration 85Q: 3 clusters Score -1500962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1500963.250000 Penalty: 3075.109863
	Iteration 86Q: 3 clusters Score -1500963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1500963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1500971.875000 Penalty: 3075.109863
	Iteration 88Q: 3 clusters Score -1500972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1500972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1500978.625000 Penalty: 3075.109863
	Iteration 90Q: 3 clusters Score -1500979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1500980.125000 Penalty: 3075.109863
	Iteration 91Q: 3 clusters Score -1500980 nChanged 29
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Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1500991 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1500993 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1500994 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1500997.000000 Penalty: 3075.109863
	Iteration 95Q: 3 clusters Score -1500997 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1500994 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1500997 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1501000.500000 Penalty: 3075.109863
	Iteration 98Q: 3 clusters Score -1501000 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1501002.750000 Penalty: 3075.109863
	Iteration 99Q: 3 clusters Score -1501003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1501004.250000 Penalty: 3075.109863
	Iteration 100F: 3 clusters Score -1501004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1501008.750000 Penalty: 3075.109863
	Iteration 101Q: 3 clusters Score -1501009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1501010 nChanged 13
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Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1501012.875000 Penalty: 3075.109863
	Iteration 103Q: 3 clusters Score -1501013 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1501011.875000 Penalty: 3075.109863
	Iteration 104Q: 3 clusters Score -1501012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1501013 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1501021.625000 Penalty: 3075.109863
	Iteration 106Q: 3 clusters Score -1501022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1501025.125000 Penalty: 3075.109863
	Iteration 107Q: 3 clusters Score -1501025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1501021.750000 Penalty: 3075.109863
	Iteration 108Q: 3 clusters Score -1501022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1501022.750000 Penalty: 3075.109863
	Iteration 109Q: 3 clusters Score -1501023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1501024.375000 Penalty: 3075.109863
	Iteration 110Q: 3 clusters Score -1501024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1501026.250000 Penalty: 3075.109863
	Iteration 111Q: 3 clusters Score -1501026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1501028.250000 Penalty: 3075.109863
	Iteration 112Q: 3 clusters Score -1501028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1501029.125000 Penalty: 3075.109863
	Iteration 113Q: 3 clusters Score -1501029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1501030.250000 Penalty: 3075.109863
	Iteration 114Q: 3 clusters Score -1501030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1501031.125000 Penalty: 3075.109863
	Iteration 115Q: 3 clusters Score -1501031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1501028.500000 Penalty: 3075.109863
	Iteration 116Q: 3 clusters Score -1501028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1501028.875000 Penalty: 3075.109863
	Iteration 117Q: 3 clusters Score -1501029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1501026.250000 Penalty: 3075.109863
	Iteration 118Q: 3 clusters Score -1501026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1501030.375000 Penalty: 3075.109863
	Iteration 119Q: 3 clusters Score -1501030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1501033.375000 Penalty: 3075.109863
	Iteration 120F: 3 clusters Score -1501033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1501035.500000 Penalty: 3075.109863
	Iteration 121Q: 3 clusters Score -1501036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1501034.250000 Penalty: 3075.109863
	Iteration 122Q: 3 clusters Score -1501034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1501038.375000 Penalty: 3075.109863
	Iteration 123Q: 3 clusters Score -1501038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1501037.375000 Penalty: 3075.109863
	Iteration 124Q: 3 clusters Score -1501037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1501042.500000 Penalty: 3075.109863
	Iteration 125Q: 3 clusters Score -1501042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1501042.500000 Penalty: 3075.109863
	Iteration 126Q: 3 clusters Score -1501042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1501043.375000 Penalty: 3075.109863
	Iteration 127Q: 3 clusters Score -1501043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1501042.125000 Penalty: 3075.109863
	Iteration 128Q: 3 clusters Score -1501042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1501041.500000 Penalty: 3075.109863
	Iteration 129Q: 3 clusters Score -1501042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1501042.375000 Penalty: 3075.109863
	Iteration 130Q: 3 clusters Score -1501042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1501044.250000 Penalty: 3075.109863
	Iteration 131Q: 3 clusters Score -1501044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1501043.625000 Penalty: 3075.109863
	Iteration 132Q: 3 clusters Score -1501044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1501043.500000 Penalty: 3075.109863
	Iteration 133Q: 3 clusters Score -1501044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1501043.500000 Penalty: 3075.109863
	Iteration 134F: 3 clusters Score -1501044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108848 members 
Entering Unmasked Estep 
Score: -12708029.000000 Penalty: 1884.627563
	Iteration 0F: 2 clusters Score -1.270803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -12640917.000000 Penalty: 3769.255127
	Iteration 0F: 3 clusters Score -1.264092e+07 nChanged 52068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -12671356.000000 Penalty: 3769.255127
	Iteration 1F: 3 clusters Score -1.267136e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -12672839.000000 Penalty: 3769.255127
	Iteration 2Q: 3 clusters Score -1.267284e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -12675350.000000 Penalty: 3769.255127
	Iteration 3F: 3 clusters Score -1.267535e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -12679676.000000 Penalty: 3769.255127
	Iteration 4F: 3 clusters Score -1.267968e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -12686173.000000 Penalty: 3769.255127
	Iteration 5F: 3 clusters Score -1.268617e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -12693392.000000 Penalty: 3769.255127
	Iteration 6F: 3 clusters Score -1.269339e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97629 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -12699314.000000 Penalty: 3769.255127
	Iteration 7F: 3 clusters Score -1.269931e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -12703371.000000 Penalty: 3769.255127
	Iteration 8Q: 3 clusters Score -1.270337e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105232 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -12705357.000000 Penalty: 3769.255127
	Iteration 9Q: 3 clusters Score -1.270536e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106531 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -12706092.000000 Penalty: 3769.255127
	Iteration 10Q: 3 clusters Score -1.270609e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -12706506.000000 Penalty: 3769.255127
	Iteration 11Q: 3 clusters Score -1.270651e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107436 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -12706743.000000 Penalty: 3769.255127
	Iteration 12Q: 3 clusters Score -1.270674e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107569 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -12706785.000000 Penalty: 3769.255127
	Iteration 13Q: 3 clusters Score -1.270678e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12706837.000000 Penalty: 3769.255127
	Iteration 14Q: 3 clusters Score -1.270684e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107704 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -12706868.000000 Penalty: 3769.255127
	Iteration 15Q: 3 clusters Score -1.270687e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -12706876.000000 Penalty: 3769.255127
	Iteration 16Q: 3 clusters Score -1.270688e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107777 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12706884.000000 Penalty: 3769.255127
	Iteration 17Q: 3 clusters Score -1.270688e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107799 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12706892.000000 Penalty: 3769.255127
	Iteration 18Q: 3 clusters Score -1.270689e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107817 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12706900.000000 Penalty: 3769.255127
	Iteration 19Q: 3 clusters Score -1.27069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12706898.000000 Penalty: 3769.255127
	Iteration 20F: 3 clusters Score -1.27069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -12706882.000000 Penalty: 3769.255127
	Iteration 21Q: 3 clusters Score -1.270688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107858 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12706884.000000 Penalty: 3769.255127
	Iteration 22Q: 3 clusters Score -1.270688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107866 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12706887.000000 Penalty: 3769.255127
	Iteration 23Q: 3 clusters Score -1.270689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12706899.000000 Penalty: 3769.255127
	Iteration 24Q: 3 clusters Score -1.27069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107880 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -12706893.000000 Penalty: 3769.255127
	Iteration 25Q: 3 clusters Score -1.270689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107887 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12706889.000000 Penalty: 3769.255127
	Iteration 26Q: 3 clusters Score -1.270689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12706895.000000 Penalty: 3769.255127
	Iteration 27Q: 3 clusters Score -1.27069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -12706895.000000 Penalty: 3769.255127
	Iteration 28Q: 3 clusters Score -1.27069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12706884.000000 Penalty: 3769.255127
	Iteration 29Q: 3 clusters Score -1.270688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -12706879.000000 Penalty: 3769.255127
	Iteration 30Q: 3 clusters Score -1.270688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12706888.000000 Penalty: 3769.255127
	Iteration 31Q: 3 clusters Score -1.270689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12706887.000000 Penalty: 3769.255127
	Iteration 32Q: 3 clusters Score -1.270689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12706885.000000 Penalty: 3769.255127
	Iteration 33Q: 3 clusters Score -1.270688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12706893.000000 Penalty: 3769.255127
	Iteration 34Q: 3 clusters Score -1.270689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12706899.000000 Penalty: 3769.255127
	Iteration 35Q: 3 clusters Score -1.27069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12706891.000000 Penalty: 3769.255127
	Iteration 36Q: 3 clusters Score -1.270689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12706893.000000 Penalty: 3769.255127
	Iteration 37Q: 3 clusters Score -1.270689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107925 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12706884.000000 Penalty: 3769.255127
	Iteration 38Q: 3 clusters Score -1.270688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12706891.000000 Penalty: 3769.255127
	Iteration 39Q: 3 clusters Score -1.270689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12706891.000000 Penalty: 3769.255127
	Iteration 40F: 3 clusters Score -1.270689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Entering Unmasked Estep 
Score: -2120886.000000 Penalty: 1594.632812
	Iteration 0F: 2 clusters Score -2120886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2108371.750000 Penalty: 3189.265625
	Iteration 0F: 3 clusters Score -2108372 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2112778.750000 Penalty: 3189.265625
	Iteration 1F: 3 clusters Score -2112779 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2113135.250000 Penalty: 3189.265625
	Iteration 2F: 3 clusters Score -2113135 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2113489.000000 Penalty: 3189.265625
	Iteration 3Q: 3 clusters Score -2113489 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2113952.000000 Penalty: 3189.265625
	Iteration 4Q: 3 clusters Score -2113952 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2114559.500000 Penalty: 3189.265625
	Iteration 5F: 3 clusters Score -2114560 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2115320.750000 Penalty: 3189.265625
	Iteration 6F: 3 clusters Score -2115321 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2116233.000000 Penalty: 3189.265625
	Iteration 7F: 3 clusters Score -2116233 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2117240.500000 Penalty: 3189.265625
	Iteration 8F: 3 clusters Score -2117240 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2118056.250000 Penalty: 3189.265625
	Iteration 9F: 3 clusters Score -2118056 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2118568.750000 Penalty: 3189.265625
	Iteration 10Q: 3 clusters Score -2118569 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2118884.750000 Penalty: 3189.265625
	Iteration 11Q: 3 clusters Score -2118885 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2119057.750000 Penalty: 3189.265625
	Iteration 12Q: 3 clusters Score -2119058 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2119152.250000 Penalty: 3189.265625
	Iteration 13Q: 3 clusters Score -2119152 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2119212.500000 Penalty: 3189.265625
	Iteration 14Q: 3 clusters Score -2119212 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2119242.250000 Penalty: 3189.265625
	Iteration 15Q: 3 clusters Score -2119242 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2119264.500000 Penalty: 3189.265625
	Iteration 16Q: 3 clusters Score -2119264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2119287.750000 Penalty: 3189.265625
	Iteration 17Q: 3 clusters Score -2119288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2119295.000000 Penalty: 3189.265625
	Iteration 18Q: 3 clusters Score -2119295 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2119304.750000 Penalty: 3189.265625
	Iteration 19Q: 3 clusters Score -2119305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2119309.000000 Penalty: 3189.265625
	Iteration 20F: 3 clusters Score -2119309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2119314.750000 Penalty: 3189.265625
	Iteration 21Q: 3 clusters Score -2119315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2119320.750000 Penalty: 3189.265625
	Iteration 22Q: 3 clusters Score -2119321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2119327.500000 Penalty: 3189.265625
	Iteration 23Q: 3 clusters Score -2119328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2119328.250000 Penalty: 3189.265625
	Iteration 24Q: 3 clusters Score -2119328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2119329.250000 Penalty: 3189.265625
	Iteration 25Q: 3 clusters Score -2119329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2119323.250000 Penalty: 3189.265625
	Iteration 26Q: 3 clusters Score -2119323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2119323.250000 Penalty: 3189.265625
	Iteration 27Q: 3 clusters Score -2119323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2119324.750000 Penalty: 3189.265625
	Iteration 28Q: 3 clusters Score -2119325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2119323.500000 Penalty: 3189.265625
	Iteration 29Q: 3 clusters Score -2119324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2119324.750000 Penalty: 3189.265625
	Iteration 30Q: 3 clusters Score -2119325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2119327.000000 Penalty: 3189.265625
	Iteration 31Q: 3 clusters Score -2119327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2119328.500000 Penalty: 3189.265625
	Iteration 32Q: 3 clusters Score -2119328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2119329.500000 Penalty: 3189.265625
	Iteration 33Q: 3 clusters Score -2119330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2119330.250000 Penalty: 3189.265625
	Iteration 34Q: 3 clusters Score -2119330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2119330.000000 Penalty: 3189.265625
	Iteration 35Q: 3 clusters Score -2119330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2119333.000000 Penalty: 3189.265625
	Iteration 36Q: 3 clusters Score -2119333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2119331.250000 Penalty: 3189.265625
	Iteration 37Q: 3 clusters Score -2119331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2119331.500000 Penalty: 3189.265625
	Iteration 38Q: 3 clusters Score -2119332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2119327.250000 Penalty: 3189.265625
	Iteration 39Q: 3 clusters Score -2119327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2119328.000000 Penalty: 3189.265625
	Iteration 40F: 3 clusters Score -2119328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2119327.000000 Penalty: 3189.265625
	Iteration 41Q: 3 clusters Score -2119327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2119328.500000 Penalty: 3189.265625
	Iteration 42Q: 3 clusters Score -2119328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2119328.500000 Penalty: 3189.265625
	Iteration 43F: 3 clusters Score -2119328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -300290.000000 Penalty: 1277.342773
	Iteration 0F: 2 clusters Score -300290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -297802.156250 Penalty: 2554.685547
	Iteration 0F: 3 clusters Score -297802.2 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -298358.000000 Penalty: 2554.685547
	Iteration 1F: 3 clusters Score -298358 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -298475.812500 Penalty: 2554.685547
	Iteration 2F: 3 clusters Score -298475.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -298539.500000 Penalty: 2554.685547
	Iteration 3Q: 3 clusters Score -298539.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -298574.312500 Penalty: 2554.685547
	Iteration 4Q: 3 clusters Score -298574.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -298601.812500 Penalty: 2554.685547
	Iteration 5Q: 3 clusters Score -298601.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -298620.718750 Penalty: 2554.685547
	Iteration 6Q: 3 clusters Score -298620.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -298641.906250 Penalty: 2554.685547
	Iteration 7Q: 3 clusters Score -298641.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -298660.343750 Penalty: 2554.685547
	Iteration 8Q: 3 clusters Score -298660.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -298679.062500 Penalty: 2554.685547
	Iteration 9Q: 3 clusters Score -298679.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -298694.593750 Penalty: 2554.685547
	Iteration 10Q: 3 clusters Score -298694.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -298709.000000 Penalty: 2554.685547
	Iteration 11Q: 3 clusters Score -298709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -298718.343750 Penalty: 2554.685547
	Iteration 12Q: 3 clusters Score -298718.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -298726.000000 Penalty: 2554.685547
	Iteration 13Q: 3 clusters Score -298726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -298732.093750 Penalty: 2554.685547
	Iteration 14Q: 3 clusters Score -298732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -298737.031250 Penalty: 2554.685547
	Iteration 15Q: 3 clusters Score -298737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -298741.656250 Penalty: 2554.685547
	Iteration 16Q: 3 clusters Score -298741.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -298749.062500 Penalty: 2554.685547
	Iteration 17Q: 3 clusters Score -298749.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -298760.375000 Penalty: 2554.685547
	Iteration 18Q: 3 clusters Score -298760.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -298774.375000 Penalty: 2554.685547
	Iteration 19Q: 3 clusters Score -298774.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -298786.968750 Penalty: 2554.685547
	Iteration 20F: 3 clusters Score -298787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -298801.843750 Penalty: 2554.685547
	Iteration 21Q: 3 clusters Score -298801.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -298814.250000 Penalty: 2554.685547
	Iteration 22Q: 3 clusters Score -298814.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -298822.625000 Penalty: 2554.685547
	Iteration 23Q: 3 clusters Score -298822.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -298833.500000 Penalty: 2554.685547
	Iteration 24Q: 3 clusters Score -298833.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -298847.500000 Penalty: 2554.685547
	Iteration 25Q: 3 clusters Score -298847.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -298856.500000 Penalty: 2554.685547
	Iteration 26Q: 3 clusters Score -298856.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -298865.312500 Penalty: 2554.685547
	Iteration 27Q: 3 clusters Score -298865.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -298873.343750 Penalty: 2554.685547
	Iteration 28Q: 3 clusters Score -298873.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -298879.250000 Penalty: 2554.685547
	Iteration 29Q: 3 clusters Score -298879.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -298886.218750 Penalty: 2554.685547
	Iteration 30Q: 3 clusters Score -298886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -298889.406250 Penalty: 2554.685547
	Iteration 31Q: 3 clusters Score -298889.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -298897.312500 Penalty: 2554.685547
	Iteration 32Q: 3 clusters Score -298897.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -298908.250000 Penalty: 2554.685547
	Iteration 33Q: 3 clusters Score -298908.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -298915.843750 Penalty: 2554.685547
	Iteration 34Q: 3 clusters Score -298915.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -298923.125000 Penalty: 2554.685547
	Iteration 35Q: 3 clusters Score -298923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -298926.250000 Penalty: 2554.685547
	Iteration 36Q: 3 clusters Score -298926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -298929.593750 Penalty: 2554.685547
	Iteration 37Q: 3 clusters Score -298929.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -298932.343750 Penalty: 2554.685547
	Iteration 38Q: 3 clusters Score -298932.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -298936.000000 Penalty: 2554.685547
	Iteration 39Q: 3 clusters Score -298936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -298939.031250 Penalty: 2554.685547
	Iteration 40F: 3 clusters Score -298939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -298945.437500 Penalty: 2554.685547
	Iteration 41Q: 3 clusters Score -298945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -298947.625000 Penalty: 2554.685547
	Iteration 42Q: 3 clusters Score -298947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -298949.437500 Penalty: 2554.685547
	Iteration 43Q: 3 clusters Score -298949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -298951.968750 Penalty: 2554.685547
	Iteration 44Q: 3 clusters Score -298952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -298957.000000 Penalty: 2554.685547
	Iteration 45Q: 3 clusters Score -298957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -298963.187500 Penalty: 2554.685547
	Iteration 46Q: 3 clusters Score -298963.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -298971.031250 Penalty: 2554.685547
	Iteration 47Q: 3 clusters Score -298971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -298979.031250 Penalty: 2554.685547
	Iteration 48Q: 3 clusters Score -298979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -298988.312500 Penalty: 2554.685547
	Iteration 49Q: 3 clusters Score -298988.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -298998.343750 Penalty: 2554.685547
	Iteration 50Q: 3 clusters Score -298998.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -299005.250000 Penalty: 2554.685547
	Iteration 51Q: 3 clusters Score -299005.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -299017.218750 Penalty: 2554.685547
	Iteration 52Q: 3 clusters Score -299017.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -299027.687500 Penalty: 2554.685547
	Iteration 53Q: 3 clusters Score -299027.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -299039.593750 Penalty: 2554.685547
	Iteration 54Q: 3 clusters Score -299039.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -299046.906250 Penalty: 2554.685547
	Iteration 55Q: 3 clusters Score -299046.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -299053.593750 Penalty: 2554.685547
	Iteration 56Q: 3 clusters Score -299053.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -299058.812500 Penalty: 2554.685547
	Iteration 57Q: 3 clusters Score -299058.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -299062.625000 Penalty: 2554.685547
	Iteration 58Q: 3 clusters Score -299062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -299063.343750 Penalty: 2554.685547
	Iteration 59Q: 3 clusters Score -299063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -299064.781250 Penalty: 2554.685547
	Iteration 60F: 3 clusters Score -299064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -299067.218750 Penalty: 2554.685547
	Iteration 61Q: 3 clusters Score -299067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -299068.000000 Penalty: 2554.685547
	Iteration 62Q: 3 clusters Score -299068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -299070.187500 Penalty: 2554.685547
	Iteration 63Q: 3 clusters Score -299070.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -299071.906250 Penalty: 2554.685547
	Iteration 64Q: 3 clusters Score -299071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -299072.468750 Penalty: 2554.685547
	Iteration 65Q: 3 clusters Score -299072.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -299073.281250 Penalty: 2554.685547
	Iteration 66Q: 3 clusters Score -299073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -299075.687500 Penalty: 2554.685547
	Iteration 67Q: 3 clusters Score -299075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -299077.500000 Penalty: 2554.685547
	Iteration 68Q: 3 clusters Score -299077.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -299078.187500 Penalty: 2554.685547
	Iteration 69Q: 3 clusters Score -299078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -299080.968750 Penalty: 2554.685547
	Iteration 70Q: 3 clusters Score -299081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -299082.750000 Penalty: 2554.685547
	Iteration 71Q: 3 clusters Score -299082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -299084.750000 Penalty: 2554.685547
	Iteration 72Q: 3 clusters Score -299084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -299084.750000 Penalty: 2554.685547
	Iteration 73F: 3 clusters Score -299084.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -41434.156250 Penalty: 979.595215
	Iteration 0F: 2 clusters Score -41434.16 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 213 members 
Entering Unmasked Estep 
Score: -40561.132812 Penalty: 1959.190430
	Iteration 0F: 3 clusters Score -40561.13 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40816.906250 Penalty: 1959.190430
	Iteration 1F: 3 clusters Score -40816.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40927.003906 Penalty: 1959.190430
	Iteration 2F: 3 clusters Score -40927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41034.054688 Penalty: 1959.190430
	Iteration 3F: 3 clusters Score -41034.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41095.179688 Penalty: 1959.190430
	Iteration 4Q: 3 clusters Score -41095.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41119.722656 Penalty: 1959.190430
	Iteration 5Q: 3 clusters Score -41119.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41128.644531 Penalty: 1959.190430
	Iteration 6Q: 3 clusters Score -41128.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41137.535156 Penalty: 1959.190430
	Iteration 7Q: 3 clusters Score -41137.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -41140.906250 Penalty: 1959.190430
	Iteration 8Q: 3 clusters Score -41140.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -41140.906250 Penalty: 1959.190430
	Iteration 9F: 3 clusters Score -41140.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Entering Unmasked Estep 
Score: -8016959.000000 Penalty: 1810.137573
	Iteration 0F: 2 clusters Score -8016959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -7971220.500000 Penalty: 3620.275146
	Iteration 0F: 3 clusters Score -7971220 nChanged 32570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -7989515.000000 Penalty: 3620.275146
	Iteration 1F: 3 clusters Score -7989515 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -7989842.500000 Penalty: 3620.275146
	Iteration 2Q: 3 clusters Score -7989842 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -7990249.500000 Penalty: 3620.275146
	Iteration 3Q: 3 clusters Score -7990250 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -7990701.000000 Penalty: 3620.275146
	Iteration 4Q: 3 clusters Score -7990701 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -7991255.500000 Penalty: 3620.275146
	Iteration 5Q: 3 clusters Score -7991256 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -7991983.000000 Penalty: 3620.275146
	Iteration 6Q: 3 clusters Score -7991983 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -7992993.500000 Penalty: 3620.275146
	Iteration 7Q: 3 clusters Score -7992994 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -7994632.500000 Penalty: 3620.275146
	Iteration 8Q: 3 clusters Score -7994632 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -7997115.500000 Penalty: 3620.275146
	Iteration 9F: 3 clusters Score -7997116 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -8000153.000000 Penalty: 3620.275146
	Iteration 10F: 3 clusters Score -8000153 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -8003169.500000 Penalty: 3620.275146
	Iteration 11F: 3 clusters Score -8003170 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8005382.500000 Penalty: 3620.275146
	Iteration 12F: 3 clusters Score -8005382 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -8006517.500000 Penalty: 3620.275146
	Iteration 13Q: 3 clusters Score -8006518 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -8007278.500000 Penalty: 3620.275146
	Iteration 14Q: 3 clusters Score -8007278 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -8007790.000000 Penalty: 3620.275146
	Iteration 15Q: 3 clusters Score -8007790 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -8008339.500000 Penalty: 3620.275146
	Iteration 16Q: 3 clusters Score -8008340 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -8009019.500000 Penalty: 3620.275146
	Iteration 17Q: 3 clusters Score -8009020 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -8009634.000000 Penalty: 3620.275146
	Iteration 18Q: 3 clusters Score -8009634 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -8010257.000000 Penalty: 3620.275146
	Iteration 19Q: 3 clusters Score -8010257 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -8010843.500000 Penalty: 3620.275146
	Iteration 20F: 3 clusters Score -8010844 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -8011402.000000 Penalty: 3620.275146
	Iteration 21Q: 3 clusters Score -8011402 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -8011980.000000 Penalty: 3620.275146
	Iteration 22Q: 3 clusters Score -8011980 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -8012515.000000 Penalty: 3620.275146
	Iteration 23Q: 3 clusters Score -8012515 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -8013005.500000 Penalty: 3620.275146
	Iteration 24Q: 3 clusters Score -8013006 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -8013503.000000 Penalty: 3620.275146
	Iteration 25Q: 3 clusters Score -8013503 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -8013930.000000 Penalty: 3620.275146
	Iteration 26Q: 3 clusters Score -8013930 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -8014202.000000 Penalty: 3620.275146
	Iteration 27Q: 3 clusters Score -8014202 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -8014447.000000 Penalty: 3620.275146
	Iteration 28Q: 3 clusters Score -8014447 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8014660.000000 Penalty: 3620.275146
	Iteration 29Q: 3 clusters Score -8014660 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -8014805.500000 Penalty: 3620.275146
	Iteration 30Q: 3 clusters Score -8014806 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8014937.500000 Penalty: 3620.275146
	Iteration 31Q: 3 clusters Score -8014938 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8015108.000000 Penalty: 3620.275146
	Iteration 32Q: 3 clusters Score -8015108 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8015208.500000 Penalty: 3620.275146
	Iteration 33Q: 3 clusters Score -8015208 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8015295.000000 Penalty: 3620.275146
	Iteration 34Q: 3 clusters Score -8015295 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8015364.500000 Penalty: 3620.275146
	Iteration 35Q: 3 clusters Score -8015364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8015404.000000 Penalty: 3620.275146
	Iteration 36Q: 3 clusters Score -8015404 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8015447.500000 Penalty: 3620.275146
	Iteration 37Q: 3 clusters Score -8015448 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8015487.000000 Penalty: 3620.275146
	Iteration 38Q: 3 clusters Score -8015487 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8015521.000000 Penalty: 3620.275146
	Iteration 39Q: 3 clusters Score -8015521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8015546.500000 Penalty: 3620.275146
	Iteration 40F: 3 clusters Score -8015546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8015560.000000 Penalty: 3620.275146
	Iteration 41Q: 3 clusters Score -8015560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8015556.500000 Penalty: 3620.275146
	Iteration 42Q: 3 clusters Score -8015556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67539 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8015562.500000 Penalty: 3620.275146
	Iteration 43Q: 3 clusters Score -8015562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8015575.500000 Penalty: 3620.275146
	Iteration 44Q: 3 clusters Score -8015576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8015585.500000 Penalty: 3620.275146
	Iteration 45Q: 3 clusters Score -8015586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8015581.000000 Penalty: 3620.275146
	Iteration 46Q: 3 clusters Score -8015581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8015611.000000 Penalty: 3620.275146
	Iteration 47Q: 3 clusters Score -8015611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8015612.500000 Penalty: 3620.275146
	Iteration 48Q: 3 clusters Score -8015612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8015617.000000 Penalty: 3620.275146
	Iteration 49Q: 3 clusters Score -8015617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8015619.000000 Penalty: 3620.275146
	Iteration 50Q: 3 clusters Score -8015619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8015621.000000 Penalty: 3620.275146
	Iteration 51Q: 3 clusters Score -8015621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8015626.500000 Penalty: 3620.275146
	Iteration 52Q: 3 clusters Score -8015626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8015620.500000 Penalty: 3620.275146
	Iteration 53Q: 3 clusters Score -8015620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8015623.500000 Penalty: 3620.275146
	Iteration 54Q: 3 clusters Score -8015624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8015622.500000 Penalty: 3620.275146
	Iteration 55Q: 3 clusters Score -8015622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8015624.000000 Penalty: 3620.275146
	Iteration 56Q: 3 clusters Score -8015624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8015626.500000 Penalty: 3620.275146
	Iteration 57Q: 3 clusters Score -8015626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8015628.000000 Penalty: 3620.275146
	Iteration 58Q: 3 clusters Score -8015628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8015626.500000 Penalty: 3620.275146
	Iteration 59Q: 3 clusters Score -8015626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8015626.500000 Penalty: 3620.275146
	Iteration 60F: 3 clusters Score -8015626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (111559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111559 members 
Entering Unmasked Estep 
Score: -13040973.000000 Penalty: 1888.625122
	Iteration 0F: 2 clusters Score -1.304097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -12971249.000000 Penalty: 3777.250244
	Iteration 0F: 3 clusters Score -1.297125e+07 nChanged 53511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -13003987.000000 Penalty: 3777.250244
	Iteration 1F: 3 clusters Score -1.300399e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -13005964.000000 Penalty: 3777.250244
	Iteration 2Q: 3 clusters Score -1.300596e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -13009035.000000 Penalty: 3777.250244
	Iteration 3F: 3 clusters Score -1.300904e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -13013670.000000 Penalty: 3777.250244
	Iteration 4F: 3 clusters Score -1.301367e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -13019548.000000 Penalty: 3777.250244
	Iteration 5F: 3 clusters Score -1.301955e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -13026283.000000 Penalty: 3777.250244
	Iteration 6F: 3 clusters Score -1.302628e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -13031022.000000 Penalty: 3777.250244
	Iteration 7F: 3 clusters Score -1.303102e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -13032969.000000 Penalty: 3777.250244
	Iteration 8Q: 3 clusters Score -1.303297e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -13033779.000000 Penalty: 3777.250244
	Iteration 9Q: 3 clusters Score -1.303378e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -13034297.000000 Penalty: 3777.250244
	Iteration 10Q: 3 clusters Score -1.30343e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -13034647.000000 Penalty: 3777.250244
	Iteration 11Q: 3 clusters Score -1.303465e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -13035026.000000 Penalty: 3777.250244
	Iteration 12Q: 3 clusters Score -1.303503e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -13035257.000000 Penalty: 3777.250244
	Iteration 13Q: 3 clusters Score -1.303526e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -13035489.000000 Penalty: 3777.250244
	Iteration 14Q: 3 clusters Score -1.303549e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -13035774.000000 Penalty: 3777.250244
	Iteration 15Q: 3 clusters Score -1.303577e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -13035979.000000 Penalty: 3777.250244
	Iteration 16Q: 3 clusters Score -1.303598e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -13036154.000000 Penalty: 3777.250244
	Iteration 17Q: 3 clusters Score -1.303615e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -13036231.000000 Penalty: 3777.250244
	Iteration 18Q: 3 clusters Score -1.303623e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -13036403.000000 Penalty: 3777.250244
	Iteration 19Q: 3 clusters Score -1.30364e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -13036505.000000 Penalty: 3777.250244
	Iteration 20F: 3 clusters Score -1.30365e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -13036664.000000 Penalty: 3777.250244
	Iteration 21Q: 3 clusters Score -1.303666e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -13036706.000000 Penalty: 3777.250244
	Iteration 22Q: 3 clusters Score -1.303671e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -13036756.000000 Penalty: 3777.250244
	Iteration 23Q: 3 clusters Score -1.303676e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -13036834.000000 Penalty: 3777.250244
	Iteration 24Q: 3 clusters Score -1.303683e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 77824 members 
Entering Unmasked Estep 
Score: -13036948.000000 Penalty: 3777.250244
	Iteration 25Q: 3 clusters Score -1.303695e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -13037044.000000 Penalty: 3777.250244
	Iteration 26Q: 3 clusters Score -1.303704e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -13037070.000000 Penalty: 3777.250244
	Iteration 27Q: 3 clusters Score -1.303707e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -13037181.000000 Penalty: 3777.250244
	Iteration 28Q: 3 clusters Score -1.303718e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 81081 members 
Entering Unmasked Estep 
Score: -13037212.000000 Penalty: 3777.250244
	Iteration 29Q: 3 clusters Score -1.303721e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -13037191.000000 Penalty: 3777.250244
	Iteration 30Q: 3 clusters Score -1.303719e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 82970 members 
Entering Unmasked Estep 
Score: -13037253.000000 Penalty: 3777.250244
	Iteration 31Q: 3 clusters Score -1.303725e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -13037358.000000 Penalty: 3777.250244
	Iteration 32Q: 3 clusters Score -1.303736e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -13037487.000000 Penalty: 3777.250244
	Iteration 33Q: 3 clusters Score -1.303749e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -13037607.000000 Penalty: 3777.250244
	Iteration 34Q: 3 clusters Score -1.303761e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -13037608.000000 Penalty: 3777.250244
	Iteration 35Q: 3 clusters Score -1.303761e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -13037587.000000 Penalty: 3777.250244
	Iteration 36Q: 3 clusters Score -1.303759e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -13037634.000000 Penalty: 3777.250244
	Iteration 37Q: 3 clusters Score -1.303763e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -13037705.000000 Penalty: 3777.250244
	Iteration 38Q: 3 clusters Score -1.30377e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 91269 members 
Entering Unmasked Estep 
Score: -13037781.000000 Penalty: 3777.250244
	Iteration 39Q: 3 clusters Score -1.303778e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -13037780.000000 Penalty: 3777.250244
	Iteration 40F: 3 clusters Score -1.303778e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -13037816.000000 Penalty: 3777.250244
	Iteration 41Q: 3 clusters Score -1.303782e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 94571 members 
Entering Unmasked Estep 
Score: -13037902.000000 Penalty: 3777.250244
	Iteration 42Q: 3 clusters Score -1.30379e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -13038037.000000 Penalty: 3777.250244
	Iteration 43Q: 3 clusters Score -1.303804e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 96769 members 
Entering Unmasked Estep 
Score: -13038147.000000 Penalty: 3777.250244
	Iteration 44Q: 3 clusters Score -1.303815e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -13038310.000000 Penalty: 3777.250244
	Iteration 45Q: 3 clusters Score -1.303831e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 98845 members 
Entering Unmasked Estep 
Score: -13038410.000000 Penalty: 3777.250244
	Iteration 46Q: 3 clusters Score -1.303841e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 99796 members 
Entering Unmasked Estep 
Score: -13038516.000000 Penalty: 3777.250244
	Iteration 47Q: 3 clusters Score -1.303852e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 100644 members 
Entering Unmasked Estep 
Score: -13038666.000000 Penalty: 3777.250244
	Iteration 48Q: 3 clusters Score -1.303867e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -13038977.000000 Penalty: 3777.250244
	Iteration 49Q: 3 clusters Score -1.303898e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 102222 members 
Entering Unmasked Estep 
Score: -13039231.000000 Penalty: 3777.250244
	Iteration 50Q: 3 clusters Score -1.303923e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 102974 members 
Entering Unmasked Estep 
Score: -13039306.000000 Penalty: 3777.250244
	Iteration 51Q: 3 clusters Score -1.303931e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 103650 members 
Entering Unmasked Estep 
Score: -13039475.000000 Penalty: 3777.250244
	Iteration 52Q: 3 clusters Score -1.303948e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 104261 members 
Entering Unmasked Estep 
Score: -13039674.000000 Penalty: 3777.250244
	Iteration 53Q: 3 clusters Score -1.303967e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 104836 members 
Entering Unmasked Estep 
Score: -13039755.000000 Penalty: 3777.250244
	Iteration 54Q: 3 clusters Score -1.303976e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 105337 members 
Entering Unmasked Estep 
Score: -13039753.000000 Penalty: 3777.250244
	Iteration 55Q: 3 clusters Score -1.303975e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -13039836.000000 Penalty: 3777.250244
	Iteration 56Q: 3 clusters Score -1.303984e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 106238 members 
Entering Unmasked Estep 
Score: -13039827.000000 Penalty: 3777.250244
	Iteration 57Q: 3 clusters Score -1.303983e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 106619 members 
Entering Unmasked Estep 
Score: -13039816.000000 Penalty: 3777.250244
	Iteration 58Q: 3 clusters Score -1.303982e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 106930 members 
Entering Unmasked Estep 
Score: -13039866.000000 Penalty: 3777.250244
	Iteration 59Q: 3 clusters Score -1.303987e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -13039903.000000 Penalty: 3777.250244
	Iteration 60F: 3 clusters Score -1.30399e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -13039888.000000 Penalty: 3777.250244
	Iteration 61Q: 3 clusters Score -1.303989e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -13039895.000000 Penalty: 3777.250244
	Iteration 62Q: 3 clusters Score -1.30399e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -13039865.000000 Penalty: 3777.250244
	Iteration 63Q: 3 clusters Score -1.303986e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 108143 members 
Entering Unmasked Estep 
Score: -13039840.000000 Penalty: 3777.250244
	Iteration 64Q: 3 clusters Score -1.303984e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -13039839.000000 Penalty: 3777.250244
	Iteration 65Q: 3 clusters Score -1.303984e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 108518 members 
Entering Unmasked Estep 
Score: -13039832.000000 Penalty: 3777.250244
	Iteration 66Q: 3 clusters Score -1.303983e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -13039839.000000 Penalty: 3777.250244
	Iteration 67Q: 3 clusters Score -1.303984e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 108791 members 
Entering Unmasked Estep 
Score: -13039835.000000 Penalty: 3777.250244
	Iteration 68Q: 3 clusters Score -1.303984e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 108902 members 
Entering Unmasked Estep 
Score: -13039839.000000 Penalty: 3777.250244
	Iteration 69Q: 3 clusters Score -1.303984e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 109007 members 
Entering Unmasked Estep 
Score: -13039795.000000 Penalty: 3777.250244
	Iteration 70Q: 3 clusters Score -1.30398e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 109098 members 
Entering Unmasked Estep 
Score: -13039778.000000 Penalty: 3777.250244
	Iteration 71Q: 3 clusters Score -1.303978e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 109184 members 
Entering Unmasked Estep 
Score: -13039759.000000 Penalty: 3777.250244
	Iteration 72Q: 3 clusters Score -1.303976e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -13039737.000000 Penalty: 3777.250244
	Iteration 73Q: 3 clusters Score -1.303974e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -13039741.000000 Penalty: 3777.250244
	Iteration 74Q: 3 clusters Score -1.303974e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 109445 members 
Entering Unmasked Estep 
Score: -13039745.000000 Penalty: 3777.250244
	Iteration 75Q: 3 clusters Score -1.303974e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 109527 members 
Entering Unmasked Estep 
Score: -13039738.000000 Penalty: 3777.250244
	Iteration 76Q: 3 clusters Score -1.303974e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 109603 members 
Entering Unmasked Estep 
Score: -13039738.000000 Penalty: 3777.250244
	Iteration 77Q: 3 clusters Score -1.303974e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -13039704.000000 Penalty: 3777.250244
	Iteration 78Q: 3 clusters Score -1.30397e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 109726 members 
Entering Unmasked Estep 
Score: -13039696.000000 Penalty: 3777.250244
	Iteration 79Q: 3 clusters Score -1.30397e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 109787 members 
Entering Unmasked Estep 
Score: -13039679.000000 Penalty: 3777.250244
	Iteration 80F: 3 clusters Score -1.303968e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 109854 members 
Entering Unmasked Estep 
Score: -13039680.000000 Penalty: 3777.250244
	Iteration 81Q: 3 clusters Score -1.303968e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 109917 members 
Entering Unmasked Estep 
Score: -13039692.000000 Penalty: 3777.250244
	Iteration 82Q: 3 clusters Score -1.303969e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 109991 members 
Entering Unmasked Estep 
Score: -13039712.000000 Penalty: 3777.250244
	Iteration 83Q: 3 clusters Score -1.303971e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 110049 members 
Entering Unmasked Estep 
Score: -13039705.000000 Penalty: 3777.250244
	Iteration 84Q: 3 clusters Score -1.30397e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 110112 members 
Entering Unmasked Estep 
Score: -13039705.000000 Penalty: 3777.250244
	Iteration 85Q: 3 clusters Score -1.30397e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -13039683.000000 Penalty: 3777.250244
	Iteration 86Q: 3 clusters Score -1.303968e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 110233 members 
Entering Unmasked Estep 
Score: -13039697.000000 Penalty: 3777.250244
	Iteration 87Q: 3 clusters Score -1.30397e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 110283 members 
Entering Unmasked Estep 
Score: -13039712.000000 Penalty: 3777.250244
	Iteration 88Q: 3 clusters Score -1.303971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -13039709.000000 Penalty: 3777.250244
	Iteration 89Q: 3 clusters Score -1.303971e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 110380 members 
Entering Unmasked Estep 
Score: -13039699.000000 Penalty: 3777.250244
	Iteration 90Q: 3 clusters Score -1.30397e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 110427 members 
Entering Unmasked Estep 
Score: -13039704.000000 Penalty: 3777.250244
	Iteration 91Q: 3 clusters Score -1.30397e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -13039699.000000 Penalty: 3777.250244
	Iteration 92Q: 3 clusters Score -1.30397e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 110493 members 
Entering Unmasked Estep 
Score: -13039698.000000 Penalty: 3777.250244
	Iteration 93Q: 3 clusters Score -1.30397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
Score: -13039720.000000 Penalty: 3777.250244
	Iteration 94Q: 3 clusters Score -1.303972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 110544 members 
Entering Unmasked Estep 
Score: -13039728.000000 Penalty: 3777.250244
	Iteration 95Q: 3 clusters Score -1.303973e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 110573 members 
Entering Unmasked Estep 
Score: -13039747.000000 Penalty: 3777.250244
	Iteration 96Q: 3 clusters Score -1.303975e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 110591 members 
Entering Unmasked Estep 
Score: -13039759.000000 Penalty: 3777.250244
	Iteration 97Q: 3 clusters Score -1.303976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 110615 members 
Entering Unmasked Estep 
Score: -13039745.000000 Penalty: 3777.250244
	Iteration 98Q: 3 clusters Score -1.303974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 110636 members 
Entering Unmasked Estep 
Score: -13039739.000000 Penalty: 3777.250244
	Iteration 99Q: 3 clusters Score -1.303974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 110652 members 
Entering Unmasked Estep 
Score: -13039742.000000 Penalty: 3777.250244
	Iteration 100F: 3 clusters Score -1.303974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 110671 members 
Entering Unmasked Estep 
Score: -13039735.000000 Penalty: 3777.250244
	Iteration 101Q: 3 clusters Score -1.303974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 110686 members 
Entering Unmasked Estep 
Score: -13039739.000000 Penalty: 3777.250244
	Iteration 102Q: 3 clusters Score -1.303974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 110700 members 
Entering Unmasked Estep 
Score: -13039742.000000 Penalty: 3777.250244
	Iteration 103Q: 3 clusters Score -1.303974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 110712 members 
Entering Unmasked Estep 
Score: -13039742.000000 Penalty: 3777.250244
	Iteration 104Q: 3 clusters Score -1.303974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -13039745.000000 Penalty: 3777.250244
	Iteration 105Q: 3 clusters Score -1.303974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
Score: -13039741.000000 Penalty: 3777.250244
	Iteration 106Q: 3 clusters Score -1.303974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 110737 members 
Entering Unmasked Estep 
Score: -13039741.000000 Penalty: 3777.250244
	Iteration 107Q: 3 clusters Score -1.303974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -13039738.000000 Penalty: 3777.250244
	Iteration 108Q: 3 clusters Score -1.303974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -13039731.000000 Penalty: 3777.250244
	Iteration 109Q: 3 clusters Score -1.303973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 110757 members 
Entering Unmasked Estep 
Score: -13039721.000000 Penalty: 3777.250244
	Iteration 110Q: 3 clusters Score -1.303972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 110761 members 
Entering Unmasked Estep 
Score: -13039720.000000 Penalty: 3777.250244
	Iteration 111Q: 3 clusters Score -1.303972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 110768 members 
Entering Unmasked Estep 
Score: -13039716.000000 Penalty: 3777.250244
	Iteration 112Q: 3 clusters Score -1.303972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 110775 members 
Entering Unmasked Estep 
Score: -13039728.000000 Penalty: 3777.250244
	Iteration 113Q: 3 clusters Score -1.303973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -13039733.000000 Penalty: 3777.250244
	Iteration 114Q: 3 clusters Score -1.303973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -13039745.000000 Penalty: 3777.250244
	Iteration 115Q: 3 clusters Score -1.303974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 110792 members 
Entering Unmasked Estep 
Score: -13039730.000000 Penalty: 3777.250244
	Iteration 116Q: 3 clusters Score -1.303973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 110795 members 
Entering Unmasked Estep 
Score: -13039729.000000 Penalty: 3777.250244
	Iteration 117Q: 3 clusters Score -1.303973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 110797 members 
Entering Unmasked Estep 
Score: -13039732.000000 Penalty: 3777.250244
	Iteration 118Q: 3 clusters Score -1.303973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 110799 members 
Entering Unmasked Estep 
Score: -13039733.000000 Penalty: 3777.250244
	Iteration 119Q: 3 clusters Score -1.303973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 110802 members 
Entering Unmasked Estep 
Score: -13039728.000000 Penalty: 3777.250244
	Iteration 120F: 3 clusters Score -1.303973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 110805 members 
Entering Unmasked Estep 
Score: -13039729.000000 Penalty: 3777.250244
	Iteration 121Q: 3 clusters Score -1.303973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 110808 members 
Entering Unmasked Estep 
Score: -13039736.000000 Penalty: 3777.250244
	Iteration 122Q: 3 clusters Score -1.303974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 110810 members 
Entering Unmasked Estep 
Score: -13039736.000000 Penalty: 3777.250244
	Iteration 123Q: 3 clusters Score -1.303974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -13039736.000000 Penalty: 3777.250244
	Iteration 124Q: 3 clusters Score -1.303974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 110817 members 
Entering Unmasked Estep 
Score: -13039742.000000 Penalty: 3777.250244
	Iteration 125Q: 3 clusters Score -1.303974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 110820 members 
Entering Unmasked Estep 
Score: -13039738.000000 Penalty: 3777.250244
	Iteration 126Q: 3 clusters Score -1.303974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -13039738.000000 Penalty: 3777.250244
	Iteration 127Q: 3 clusters Score -1.303974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 110826 members 
Entering Unmasked Estep 
Score: -13039733.000000 Penalty: 3777.250244
	Iteration 128Q: 3 clusters Score -1.303973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -13039728.000000 Penalty: 3777.250244
	Iteration 129Q: 3 clusters Score -1.303973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -13039726.000000 Penalty: 3777.250244
	Iteration 130Q: 3 clusters Score -1.303973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -13039726.000000 Penalty: 3777.250244
	Iteration 131F: 3 clusters Score -1.303973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Entering Unmasked Estep 
Score: -1473744.750000 Penalty: 1535.007812
	Iteration 0F: 2 clusters Score -1473745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1464776.500000 Penalty: 3070.015625
	Iteration 0F: 3 clusters Score -1464776 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1467710.125000 Penalty: 3070.015625
	Iteration 1F: 3 clusters Score -1467710 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1467941.125000 Penalty: 3070.015625
	Iteration 2F: 3 clusters Score -1467941 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1468147.000000 Penalty: 3070.015625
	Iteration 3Q: 3 clusters Score -1468147 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1468360.875000 Penalty: 3070.015625
	Iteration 4Q: 3 clusters Score -1468361 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1468628.750000 Penalty: 3070.015625
	Iteration 5Q: 3 clusters Score -1468629 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1468909.250000 Penalty: 3070.015625
	Iteration 6Q: 3 clusters Score -1468909 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1469252.250000 Penalty: 3070.015625
	Iteration 7Q: 3 clusters Score -1469252 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1469706.625000 Penalty: 3070.015625
	Iteration 8F: 3 clusters Score -1469707 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1470286.750000 Penalty: 3070.015625
	Iteration 9F: 3 clusters Score -1470287 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1470888.875000 Penalty: 3070.015625
	Iteration 10F: 3 clusters Score -1470889 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1471451.125000 Penalty: 3070.015625
	Iteration 11F: 3 clusters Score -1471451 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1471875.625000 Penalty: 3070.015625
	Iteration 12Q: 3 clusters Score -1471876 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1472142.750000 Penalty: 3070.015625
	Iteration 13Q: 3 clusters Score -1472143 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1472321.875000 Penalty: 3070.015625
	Iteration 14Q: 3 clusters Score -1472322 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1472439.625000 Penalty: 3070.015625
	Iteration 15Q: 3 clusters Score -1472440 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1472531.375000 Penalty: 3070.015625
	Iteration 16Q: 3 clusters Score -1472531 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1472598.125000 Penalty: 3070.015625
	Iteration 17Q: 3 clusters Score -1472598 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1472657.750000 Penalty: 3070.015625
	Iteration 18Q: 3 clusters Score -1472658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1472699.125000 Penalty: 3070.015625
	Iteration 19Q: 3 clusters Score -1472699 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1472737.750000 Penalty: 3070.015625
	Iteration 20F: 3 clusters Score -1472738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1472768.250000 Penalty: 3070.015625
	Iteration 21Q: 3 clusters Score -1472768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1472794.375000 Penalty: 3070.015625
	Iteration 22Q: 3 clusters Score -1472794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1472813.625000 Penalty: 3070.015625
	Iteration 23Q: 3 clusters Score -1472814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1472833.750000 Penalty: 3070.015625
	Iteration 24Q: 3 clusters Score -1472834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1472845.625000 Penalty: 3070.015625
	Iteration 25Q: 3 clusters Score -1472846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1472864.875000 Penalty: 3070.015625
	Iteration 26Q: 3 clusters Score -1472865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1472886.000000 Penalty: 3070.015625
	Iteration 27Q: 3 clusters Score -1472886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1472899.500000 Penalty: 3070.015625
	Iteration 28Q: 3 clusters Score -1472900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1472919.625000 Penalty: 3070.015625
	Iteration 29Q: 3 clusters Score -1472920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1472942.500000 Penalty: 3070.015625
	Iteration 30Q: 3 clusters Score -1472942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1472965.875000 Penalty: 3070.015625
	Iteration 31Q: 3 clusters Score -1472966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1472981.375000 Penalty: 3070.015625
	Iteration 32Q: 3 clusters Score -1472981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1472998.000000 Penalty: 3070.015625
	Iteration 33Q: 3 clusters Score -1472998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1473001.125000 Penalty: 3070.015625
	Iteration 34Q: 3 clusters Score -1473001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1473008.625000 Penalty: 3070.015625
	Iteration 35Q: 3 clusters Score -1473009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1473012.125000 Penalty: 3070.015625
	Iteration 36Q: 3 clusters Score -1473012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1473017.000000 Penalty: 3070.015625
	Iteration 37Q: 3 clusters Score -1473017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1473020.000000 Penalty: 3070.015625
	Iteration 38Q: 3 clusters Score -1473020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1473018.000000 Penalty: 3070.015625
	Iteration 39Q: 3 clusters Score -1473018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1473022.125000 Penalty: 3070.015625
	Iteration 40F: 3 clusters Score -1473022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1473026.125000 Penalty: 3070.015625
	Iteration 41Q: 3 clusters Score -1473026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1473027.500000 Penalty: 3070.015625
	Iteration 42Q: 3 clusters Score -1473028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1473030.000000 Penalty: 3070.015625
	Iteration 43Q: 3 clusters Score -1473030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1473028.875000 Penalty: 3070.015625
	Iteration 44Q: 3 clusters Score -1473029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1473028.875000 Penalty: 3070.015625
	Iteration 45F: 3 clusters Score -1473029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (111953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111953 members 
Entering Unmasked Estep 
Score: -13130090.000000 Penalty: 1889.198120
	Iteration 0F: 2 clusters Score -1.313009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -13060817.000000 Penalty: 3778.396240
	Iteration 0F: 3 clusters Score -1.306082e+07 nChanged 53748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -13092806.000000 Penalty: 3778.396240
	Iteration 1F: 3 clusters Score -1.309281e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -13094471.000000 Penalty: 3778.396240
	Iteration 2Q: 3 clusters Score -1.309447e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -13097008.000000 Penalty: 3778.396240
	Iteration 3Q: 3 clusters Score -1.309701e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -13100488.000000 Penalty: 3778.396240
	Iteration 4F: 3 clusters Score -1.310049e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 75844 members 
Entering Unmasked Estep 
Score: -13105455.000000 Penalty: 3778.396240
	Iteration 5F: 3 clusters Score -1.310546e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 82164 members 
Entering Unmasked Estep 
Score: -13110690.000000 Penalty: 3778.396240
	Iteration 6F: 3 clusters Score -1.311069e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -13114728.000000 Penalty: 3778.396240
	Iteration 7F: 3 clusters Score -1.311473e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -13117389.000000 Penalty: 3778.396240
	Iteration 8Q: 3 clusters Score -1.311739e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -13118861.000000 Penalty: 3778.396240
	Iteration 9Q: 3 clusters Score -1.311886e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 93510 members 
Entering Unmasked Estep 
Score: -13119911.000000 Penalty: 3778.396240
	Iteration 10Q: 3 clusters Score -1.311991e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 94335 members 
Entering Unmasked Estep 
Score: -13120681.000000 Penalty: 3778.396240
	Iteration 11Q: 3 clusters Score -1.312068e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 94934 members 
Entering Unmasked Estep 
Score: -13121140.000000 Penalty: 3778.396240
	Iteration 12Q: 3 clusters Score -1.312114e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -13121445.000000 Penalty: 3778.396240
	Iteration 13Q: 3 clusters Score -1.312144e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -13121702.000000 Penalty: 3778.396240
	Iteration 14Q: 3 clusters Score -1.31217e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 96322 members 
Entering Unmasked Estep 
Score: -13121943.000000 Penalty: 3778.396240
	Iteration 15Q: 3 clusters Score -1.312194e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -13122154.000000 Penalty: 3778.396240
	Iteration 16Q: 3 clusters Score -1.312215e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -13122377.000000 Penalty: 3778.396240
	Iteration 17Q: 3 clusters Score -1.312238e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -13122609.000000 Penalty: 3778.396240
	Iteration 18Q: 3 clusters Score -1.312261e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -13122886.000000 Penalty: 3778.396240
	Iteration 19Q: 3 clusters Score -1.312289e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -13123031.000000 Penalty: 3778.396240
	Iteration 20F: 3 clusters Score -1.312303e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -13123201.000000 Penalty: 3778.396240
	Iteration 21Q: 3 clusters Score -1.31232e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 99336 members 
Entering Unmasked Estep 
Score: -13123357.000000 Penalty: 3778.396240
	Iteration 22Q: 3 clusters Score -1.312336e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -13123549.000000 Penalty: 3778.396240
	Iteration 23Q: 3 clusters Score -1.312355e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 100080 members 
Entering Unmasked Estep 
Score: -13123759.000000 Penalty: 3778.396240
	Iteration 24Q: 3 clusters Score -1.312376e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -13123866.000000 Penalty: 3778.396240
	Iteration 25Q: 3 clusters Score -1.312387e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 100797 members 
Entering Unmasked Estep 
Score: -13124068.000000 Penalty: 3778.396240
	Iteration 26Q: 3 clusters Score -1.312407e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -13124291.000000 Penalty: 3778.396240
	Iteration 27Q: 3 clusters Score -1.312429e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -13124529.000000 Penalty: 3778.396240
	Iteration 28Q: 3 clusters Score -1.312453e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -13124754.000000 Penalty: 3778.396240
	Iteration 29Q: 3 clusters Score -1.312475e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -13124922.000000 Penalty: 3778.396240
	Iteration 30Q: 3 clusters Score -1.312492e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -13125102.000000 Penalty: 3778.396240
	Iteration 31Q: 3 clusters Score -1.31251e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 102951 members 
Entering Unmasked Estep 
Score: -13125316.000000 Penalty: 3778.396240
	Iteration 32Q: 3 clusters Score -1.312532e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 103297 members 
Entering Unmasked Estep 
Score: -13125457.000000 Penalty: 3778.396240
	Iteration 33Q: 3 clusters Score -1.312546e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
Score: -13125635.000000 Penalty: 3778.396240
	Iteration 34Q: 3 clusters Score -1.312564e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 104031 members 
Entering Unmasked Estep 
Score: -13125801.000000 Penalty: 3778.396240
	Iteration 35Q: 3 clusters Score -1.31258e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 104365 members 
Entering Unmasked Estep 
Score: -13125937.000000 Penalty: 3778.396240
	Iteration 36Q: 3 clusters Score -1.312594e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -13126157.000000 Penalty: 3778.396240
	Iteration 37Q: 3 clusters Score -1.312616e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 105036 members 
Entering Unmasked Estep 
Score: -13126281.000000 Penalty: 3778.396240
	Iteration 38Q: 3 clusters Score -1.312628e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -13126377.000000 Penalty: 3778.396240
	Iteration 39Q: 3 clusters Score -1.312638e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -13126486.000000 Penalty: 3778.396240
	Iteration 40F: 3 clusters Score -1.312649e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 105986 members 
Entering Unmasked Estep 
Score: -13126570.000000 Penalty: 3778.396240
	Iteration 41Q: 3 clusters Score -1.312657e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 106268 members 
Entering Unmasked Estep 
Score: -13126718.000000 Penalty: 3778.396240
	Iteration 42Q: 3 clusters Score -1.312672e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -13126785.000000 Penalty: 3778.396240
	Iteration 43Q: 3 clusters Score -1.312678e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 106812 members 
Entering Unmasked Estep 
Score: -13126895.000000 Penalty: 3778.396240
	Iteration 44Q: 3 clusters Score -1.31269e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 107053 members 
Entering Unmasked Estep 
Score: -13126986.000000 Penalty: 3778.396240
	Iteration 45Q: 3 clusters Score -1.312699e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 107257 members 
Entering Unmasked Estep 
Score: -13127096.000000 Penalty: 3778.396240
	Iteration 46Q: 3 clusters Score -1.31271e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -13127196.000000 Penalty: 3778.396240
	Iteration 47Q: 3 clusters Score -1.31272e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -13127255.000000 Penalty: 3778.396240
	Iteration 48Q: 3 clusters Score -1.312726e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 107921 members 
Entering Unmasked Estep 
Score: -13127320.000000 Penalty: 3778.396240
	Iteration 49Q: 3 clusters Score -1.312732e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -13127438.000000 Penalty: 3778.396240
	Iteration 50Q: 3 clusters Score -1.312744e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -13127484.000000 Penalty: 3778.396240
	Iteration 51Q: 3 clusters Score -1.312748e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 108474 members 
Entering Unmasked Estep 
Score: -13127539.000000 Penalty: 3778.396240
	Iteration 52Q: 3 clusters Score -1.312754e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -13127607.000000 Penalty: 3778.396240
	Iteration 53Q: 3 clusters Score -1.312761e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 108768 members 
Entering Unmasked Estep 
Score: -13127621.000000 Penalty: 3778.396240
	Iteration 54Q: 3 clusters Score -1.312762e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 108901 members 
Entering Unmasked Estep 
Score: -13127661.000000 Penalty: 3778.396240
	Iteration 55Q: 3 clusters Score -1.312766e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 109045 members 
Entering Unmasked Estep 
Score: -13127725.000000 Penalty: 3778.396240
	Iteration 56Q: 3 clusters Score -1.312772e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 109171 members 
Entering Unmasked Estep 
Score: -13127734.000000 Penalty: 3778.396240
	Iteration 57Q: 3 clusters Score -1.312773e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 109283 members 
Entering Unmasked Estep 
Score: -13127780.000000 Penalty: 3778.396240
	Iteration 58Q: 3 clusters Score -1.312778e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 109395 members 
Entering Unmasked Estep 
Score: -13127833.000000 Penalty: 3778.396240
	Iteration 59Q: 3 clusters Score -1.312783e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 109497 members 
Entering Unmasked Estep 
Score: -13127848.000000 Penalty: 3778.396240
	Iteration 60F: 3 clusters Score -1.312785e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 109593 members 
Entering Unmasked Estep 
Score: -13127893.000000 Penalty: 3778.396240
	Iteration 61Q: 3 clusters Score -1.312789e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 109682 members 
Entering Unmasked Estep 
Score: -13127935.000000 Penalty: 3778.396240
	Iteration 62Q: 3 clusters Score -1.312794e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 109775 members 
Entering Unmasked Estep 
Score: -13127968.000000 Penalty: 3778.396240
	Iteration 63Q: 3 clusters Score -1.312797e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 109856 members 
Entering Unmasked Estep 
Score: -13127984.000000 Penalty: 3778.396240
	Iteration 64Q: 3 clusters Score -1.312798e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -13127996.000000 Penalty: 3778.396240
	Iteration 65Q: 3 clusters Score -1.3128e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 110001 members 
Entering Unmasked Estep 
Score: -13128056.000000 Penalty: 3778.396240
	Iteration 66Q: 3 clusters Score -1.312806e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 110070 members 
Entering Unmasked Estep 
Score: -13128098.000000 Penalty: 3778.396240
	Iteration 67Q: 3 clusters Score -1.31281e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 110124 members 
Entering Unmasked Estep 
Score: -13128115.000000 Penalty: 3778.396240
	Iteration 68Q: 3 clusters Score -1.312812e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -13128137.000000 Penalty: 3778.396240
	Iteration 69Q: 3 clusters Score -1.312814e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -13128135.000000 Penalty: 3778.396240
	Iteration 70Q: 3 clusters Score -1.312814e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -13128146.000000 Penalty: 3778.396240
	Iteration 71Q: 3 clusters Score -1.312815e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 110307 members 
Entering Unmasked Estep 
Score: -13128155.000000 Penalty: 3778.396240
	Iteration 72Q: 3 clusters Score -1.312816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -13128177.000000 Penalty: 3778.396240
	Iteration 73Q: 3 clusters Score -1.312818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 110371 members 
Entering Unmasked Estep 
Score: -13128209.000000 Penalty: 3778.396240
	Iteration 74Q: 3 clusters Score -1.312821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 110401 members 
Entering Unmasked Estep 
Score: -13128242.000000 Penalty: 3778.396240
	Iteration 75Q: 3 clusters Score -1.312824e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 110435 members 
Entering Unmasked Estep 
Score: -13128259.000000 Penalty: 3778.396240
	Iteration 76Q: 3 clusters Score -1.312826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 110468 members 
Entering Unmasked Estep 
Score: -13128267.000000 Penalty: 3778.396240
	Iteration 77Q: 3 clusters Score -1.312827e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 110499 members 
Entering Unmasked Estep 
Score: -13128258.000000 Penalty: 3778.396240
	Iteration 78Q: 3 clusters Score -1.312826e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 110537 members 
Entering Unmasked Estep 
Score: -13128287.000000 Penalty: 3778.396240
	Iteration 79Q: 3 clusters Score -1.312829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 110557 members 
Entering Unmasked Estep 
Score: -13128301.000000 Penalty: 3778.396240
	Iteration 80F: 3 clusters Score -1.31283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 110568 members 
Entering Unmasked Estep 
Score: -13128300.000000 Penalty: 3778.396240
	Iteration 81Q: 3 clusters Score -1.31283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -13128302.000000 Penalty: 3778.396240
	Iteration 82Q: 3 clusters Score -1.31283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -13128323.000000 Penalty: 3778.396240
	Iteration 83Q: 3 clusters Score -1.312832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 110612 members 
Entering Unmasked Estep 
Score: -13128321.000000 Penalty: 3778.396240
	Iteration 84Q: 3 clusters Score -1.312832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 110627 members 
Entering Unmasked Estep 
Score: -13128322.000000 Penalty: 3778.396240
	Iteration 85Q: 3 clusters Score -1.312832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -13128347.000000 Penalty: 3778.396240
	Iteration 86Q: 3 clusters Score -1.312835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 110658 members 
Entering Unmasked Estep 
Score: -13128345.000000 Penalty: 3778.396240
	Iteration 87Q: 3 clusters Score -1.312834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 110680 members 
Entering Unmasked Estep 
Score: -13128342.000000 Penalty: 3778.396240
	Iteration 88Q: 3 clusters Score -1.312834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -13128347.000000 Penalty: 3778.396240
	Iteration 89Q: 3 clusters Score -1.312835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 110720 members 
Entering Unmasked Estep 
Score: -13128380.000000 Penalty: 3778.396240
	Iteration 90Q: 3 clusters Score -1.312838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 110740 members 
Entering Unmasked Estep 
Score: -13128364.000000 Penalty: 3778.396240
	Iteration 91Q: 3 clusters Score -1.312836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -13128373.000000 Penalty: 3778.396240
	Iteration 92Q: 3 clusters Score -1.312837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 110769 members 
Entering Unmasked Estep 
Score: -13128377.000000 Penalty: 3778.396240
	Iteration 93Q: 3 clusters Score -1.312838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -13128374.000000 Penalty: 3778.396240
	Iteration 94Q: 3 clusters Score -1.312837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 110796 members 
Entering Unmasked Estep 
Score: -13128390.000000 Penalty: 3778.396240
	Iteration 95Q: 3 clusters Score -1.312839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 110809 members 
Entering Unmasked Estep 
Score: -13128393.000000 Penalty: 3778.396240
	Iteration 96Q: 3 clusters Score -1.312839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -13128406.000000 Penalty: 3778.396240
	Iteration 97Q: 3 clusters Score -1.312841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 110824 members 
Entering Unmasked Estep 
Score: -13128419.000000 Penalty: 3778.396240
	Iteration 98Q: 3 clusters Score -1.312842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -13128418.000000 Penalty: 3778.396240
	Iteration 99Q: 3 clusters Score -1.312842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 110838 members 
Entering Unmasked Estep 
Score: -13128413.000000 Penalty: 3778.396240
	Iteration 100F: 3 clusters Score -1.312841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 110841 members 
Entering Unmasked Estep 
Score: -13128431.000000 Penalty: 3778.396240
	Iteration 101Q: 3 clusters Score -1.312843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 110845 members 
Entering Unmasked Estep 
Score: -13128429.000000 Penalty: 3778.396240
	Iteration 102Q: 3 clusters Score -1.312843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 110852 members 
Entering Unmasked Estep 
Score: -13128426.000000 Penalty: 3778.396240
	Iteration 103Q: 3 clusters Score -1.312843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 110855 members 
Entering Unmasked Estep 
Score: -13128426.000000 Penalty: 3778.396240
	Iteration 104Q: 3 clusters Score -1.312843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -13128426.000000 Penalty: 3778.396240
	Iteration 105Q: 3 clusters Score -1.312843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -13128446.000000 Penalty: 3778.396240
	Iteration 106Q: 3 clusters Score -1.312845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 110868 members 
Entering Unmasked Estep 
Score: -13128439.000000 Penalty: 3778.396240
	Iteration 107Q: 3 clusters Score -1.312844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 110869 members 
Entering Unmasked Estep 
Score: -13128447.000000 Penalty: 3778.396240
	Iteration 108Q: 3 clusters Score -1.312845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 110868 members 
Entering Unmasked Estep 
Score: -13128440.000000 Penalty: 3778.396240
	Iteration 109Q: 3 clusters Score -1.312844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -13128439.000000 Penalty: 3778.396240
	Iteration 110Q: 3 clusters Score -1.312844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -13128439.000000 Penalty: 3778.396240
	Iteration 111F: 3 clusters Score -1.312844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -14068.175781 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -14068.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13419.923828 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -13419.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13535.756836 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -13535.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -13550.415039 Penalty: 1669.134521
	Iteration 2Q: 3 clusters Score -13550.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -13588.598633 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -13588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13590.337891 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -13590.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -13590.337891 Penalty: 1669.134521
	Iteration 5F: 3 clusters Score -13590.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -189462.781250 Penalty: 1203.590454
	Iteration 0F: 2 clusters Score -189462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187586.281250 Penalty: 2407.180908
	Iteration 0F: 3 clusters Score -187586.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -187916.031250 Penalty: 2407.180908
	Iteration 1F: 3 clusters Score -187916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -187997.859375 Penalty: 2407.180908
	Iteration 2F: 3 clusters Score -187997.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -188058.312500 Penalty: 2407.180908
	Iteration 3Q: 3 clusters Score -188058.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188095.015625 Penalty: 2407.180908
	Iteration 4Q: 3 clusters Score -188095 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -188133.265625 Penalty: 2407.180908
	Iteration 5Q: 3 clusters Score -188133.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -188157.156250 Penalty: 2407.180908
	Iteration 6Q: 3 clusters Score -188157.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188175.328125 Penalty: 2407.180908
	Iteration 7Q: 3 clusters Score -188175.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -188188.843750 Penalty: 2407.180908
	Iteration 8Q: 3 clusters Score -188188.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -188200.406250 Penalty: 2407.180908
	Iteration 9Q: 3 clusters Score -188200.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -188212.406250 Penalty: 2407.180908
	Iteration 10Q: 3 clusters Score -188212.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -188217.734375 Penalty: 2407.180908
	Iteration 11Q: 3 clusters Score -188217.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -188223.718750 Penalty: 2407.180908
	Iteration 12Q: 3 clusters Score -188223.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -188229.593750 Penalty: 2407.180908
	Iteration 13Q: 3 clusters Score -188229.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188233.281250 Penalty: 2407.180908
	Iteration 14Q: 3 clusters Score -188233.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -188238.093750 Penalty: 2407.180908
	Iteration 15Q: 3 clusters Score -188238.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -188240.718750 Penalty: 2407.180908
	Iteration 16Q: 3 clusters Score -188240.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -188244.828125 Penalty: 2407.180908
	Iteration 17Q: 3 clusters Score -188244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188249.218750 Penalty: 2407.180908
	Iteration 18Q: 3 clusters Score -188249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -188254.546875 Penalty: 2407.180908
	Iteration 19Q: 3 clusters Score -188254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -188257.546875 Penalty: 2407.180908
	Iteration 20F: 3 clusters Score -188257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -188258.875000 Penalty: 2407.180908
	Iteration 21Q: 3 clusters Score -188258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -188259.609375 Penalty: 2407.180908
	Iteration 22Q: 3 clusters Score -188259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -188260.796875 Penalty: 2407.180908
	Iteration 23Q: 3 clusters Score -188260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -188262.453125 Penalty: 2407.180908
	Iteration 24Q: 3 clusters Score -188262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -188262.984375 Penalty: 2407.180908
	Iteration 25Q: 3 clusters Score -188263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -188262.984375 Penalty: 2407.180908
	Iteration 26F: 3 clusters Score -188263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (134276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134276 members 
Entering Unmasked Estep 
Score: -15436537.000000 Penalty: 1918.743530
	Iteration 0F: 2 clusters Score -1.543654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -15353117.000000 Penalty: 3837.487061
	Iteration 0F: 3 clusters Score -1.535312e+07 nChanged 64857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -15390661.000000 Penalty: 3837.487061
	Iteration 1F: 3 clusters Score -1.539066e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -15391319.000000 Penalty: 3837.487061
	Iteration 2Q: 3 clusters Score -1.539132e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -15392225.000000 Penalty: 3837.487061
	Iteration 3Q: 3 clusters Score -1.539222e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -15393711.000000 Penalty: 3837.487061
	Iteration 4Q: 3 clusters Score -1.539371e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -15396366.000000 Penalty: 3837.487061
	Iteration 5Q: 3 clusters Score -1.539637e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 90743 members 
Entering Unmasked Estep 
Score: -15400980.000000 Penalty: 3837.487061
	Iteration 6F: 3 clusters Score -1.540098e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -15409494.000000 Penalty: 3837.487061
	Iteration 7F: 3 clusters Score -1.540949e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 113977 members 
Entering Unmasked Estep 
Score: -15420689.000000 Penalty: 3837.487061
	Iteration 8F: 3 clusters Score -1.542069e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -15429235.000000 Penalty: 3837.487061
	Iteration 9F: 3 clusters Score -1.542924e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 130856 members 
Entering Unmasked Estep 
Score: -15433036.000000 Penalty: 3837.487061
	Iteration 10Q: 3 clusters Score -1.543304e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 132975 members 
Entering Unmasked Estep 
Score: -15434240.000000 Penalty: 3837.487061
	Iteration 11Q: 3 clusters Score -1.543424e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 133606 members 
Entering Unmasked Estep 
Score: -15434644.000000 Penalty: 3837.487061
	Iteration 12Q: 3 clusters Score -1.543464e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 133818 members 
Entering Unmasked Estep 
Score: -15434791.000000 Penalty: 3837.487061
	Iteration 13Q: 3 clusters Score -1.543479e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 133904 members 
Entering Unmasked Estep 
Score: -15434879.000000 Penalty: 3837.487061
	Iteration 14Q: 3 clusters Score -1.543488e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 133945 members 
Entering Unmasked Estep 
Score: -15434938.000000 Penalty: 3837.487061
	Iteration 15Q: 3 clusters Score -1.543494e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 133975 members 
Entering Unmasked Estep 
Score: -15434991.000000 Penalty: 3837.487061
	Iteration 16Q: 3 clusters Score -1.543499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 133991 members 
Entering Unmasked Estep 
Score: -15435014.000000 Penalty: 3837.487061
	Iteration 17Q: 3 clusters Score -1.543501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 133997 members 
Entering Unmasked Estep 
Score: -15435028.000000 Penalty: 3837.487061
	Iteration 18Q: 3 clusters Score -1.543503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 133999 members 
Entering Unmasked Estep 
Score: -15435037.000000 Penalty: 3837.487061
	Iteration 19Q: 3 clusters Score -1.543504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 134002 members 
Entering Unmasked Estep 
Score: -15435038.000000 Penalty: 3837.487061
	Iteration 20F: 3 clusters Score -1.543504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 134005 members 
Entering Unmasked Estep 
Score: -15435049.000000 Penalty: 3837.487061
	Iteration 21Q: 3 clusters Score -1.543505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 134008 members 
Entering Unmasked Estep 
Score: -15435052.000000 Penalty: 3837.487061
	Iteration 22Q: 3 clusters Score -1.543505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 134010 members 
Entering Unmasked Estep 
Score: -15435055.000000 Penalty: 3837.487061
	Iteration 23Q: 3 clusters Score -1.543506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 134012 members 
Entering Unmasked Estep 
Score: -15435055.000000 Penalty: 3837.487061
	Iteration 24Q: 3 clusters Score -1.543506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 134011 members 
Entering Unmasked Estep 
Score: -15435051.000000 Penalty: 3837.487061
	Iteration 25Q: 3 clusters Score -1.543505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 134011 members 
Entering Unmasked Estep 
Score: -15435051.000000 Penalty: 3837.487061
	Iteration 26F: 3 clusters Score -1.543505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -505928.843750 Penalty: 1361.675171
	Iteration 0F: 2 clusters Score -505928.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -502325.125000 Penalty: 2723.350342
	Iteration 0F: 3 clusters Score -502325.1 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -503359.968750 Penalty: 2723.350342
	Iteration 1F: 3 clusters Score -503360 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -503562.687500 Penalty: 2723.350342
	Iteration 2F: 3 clusters Score -503562.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -503710.250000 Penalty: 2723.350342
	Iteration 3F: 3 clusters Score -503710.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -503809.156250 Penalty: 2723.350342
	Iteration 4Q: 3 clusters Score -503809.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -503914.562500 Penalty: 2723.350342
	Iteration 5Q: 3 clusters Score -503914.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -503995.250000 Penalty: 2723.350342
	Iteration 6Q: 3 clusters Score -503995.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -504049.687500 Penalty: 2723.350342
	Iteration 7Q: 3 clusters Score -504049.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -504094.468750 Penalty: 2723.350342
	Iteration 8Q: 3 clusters Score -504094.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -504127.875000 Penalty: 2723.350342
	Iteration 9Q: 3 clusters Score -504127.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -504149.000000 Penalty: 2723.350342
	Iteration 10Q: 3 clusters Score -504149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -504167.562500 Penalty: 2723.350342
	Iteration 11Q: 3 clusters Score -504167.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -504188.125000 Penalty: 2723.350342
	Iteration 12Q: 3 clusters Score -504188.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -504205.156250 Penalty: 2723.350342
	Iteration 13Q: 3 clusters Score -504205.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -504220.531250 Penalty: 2723.350342
	Iteration 14Q: 3 clusters Score -504220.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -504234.468750 Penalty: 2723.350342
	Iteration 15Q: 3 clusters Score -504234.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -504251.968750 Penalty: 2723.350342
	Iteration 16Q: 3 clusters Score -504252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -504272.500000 Penalty: 2723.350342
	Iteration 17Q: 3 clusters Score -504272.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -504291.593750 Penalty: 2723.350342
	Iteration 18Q: 3 clusters Score -504291.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -504306.437500 Penalty: 2723.350342
	Iteration 19Q: 3 clusters Score -504306.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -504319.531250 Penalty: 2723.350342
	Iteration 20F: 3 clusters Score -504319.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -504330.625000 Penalty: 2723.350342
	Iteration 21Q: 3 clusters Score -504330.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -504339.375000 Penalty: 2723.350342
	Iteration 22Q: 3 clusters Score -504339.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -504347.500000 Penalty: 2723.350342
	Iteration 23Q: 3 clusters Score -504347.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -504354.968750 Penalty: 2723.350342
	Iteration 24Q: 3 clusters Score -504355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -504358.562500 Penalty: 2723.350342
	Iteration 25Q: 3 clusters Score -504358.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -504359.781250 Penalty: 2723.350342
	Iteration 26Q: 3 clusters Score -504359.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -504362.843750 Penalty: 2723.350342
	Iteration 27Q: 3 clusters Score -504362.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -504368.562500 Penalty: 2723.350342
	Iteration 28Q: 3 clusters Score -504368.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -504374.437500 Penalty: 2723.350342
	Iteration 29Q: 3 clusters Score -504374.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -504378.406250 Penalty: 2723.350342
	Iteration 30Q: 3 clusters Score -504378.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -504380.968750 Penalty: 2723.350342
	Iteration 31Q: 3 clusters Score -504381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -504383.968750 Penalty: 2723.350342
	Iteration 32Q: 3 clusters Score -504384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -504384.593750 Penalty: 2723.350342
	Iteration 33Q: 3 clusters Score -504384.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -504386.218750 Penalty: 2723.350342
	Iteration 34Q: 3 clusters Score -504386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -504386.687500 Penalty: 2723.350342
	Iteration 35Q: 3 clusters Score -504386.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -504388.062500 Penalty: 2723.350342
	Iteration 36Q: 3 clusters Score -504388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -504388.250000 Penalty: 2723.350342
	Iteration 37Q: 3 clusters Score -504388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -504388.031250 Penalty: 2723.350342
	Iteration 38Q: 3 clusters Score -504388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -504389.500000 Penalty: 2723.350342
	Iteration 39Q: 3 clusters Score -504389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -504388.718750 Penalty: 2723.350342
	Iteration 40F: 3 clusters Score -504388.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -458470.718750 Penalty: 1345.120728
	Iteration 0F: 2 clusters Score -458470.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -455117.906250 Penalty: 2690.241455
	Iteration 0F: 3 clusters Score -455117.9 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -455924.500000 Penalty: 2690.241455
	Iteration 1F: 3 clusters Score -455924.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -456129.781250 Penalty: 2690.241455
	Iteration 2F: 3 clusters Score -456129.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -456244.031250 Penalty: 2690.241455
	Iteration 3F: 3 clusters Score -456244 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -456326.937500 Penalty: 2690.241455
	Iteration 4Q: 3 clusters Score -456326.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -456393.343750 Penalty: 2690.241455
	Iteration 5Q: 3 clusters Score -456393.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -456441.625000 Penalty: 2690.241455
	Iteration 6Q: 3 clusters Score -456441.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -456487.531250 Penalty: 2690.241455
	Iteration 7Q: 3 clusters Score -456487.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -456536.343750 Penalty: 2690.241455
	Iteration 8Q: 3 clusters Score -456536.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -456591.218750 Penalty: 2690.241455
	Iteration 9Q: 3 clusters Score -456591.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -456652.000000 Penalty: 2690.241455
	Iteration 10Q: 3 clusters Score -456652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -456712.312500 Penalty: 2690.241455
	Iteration 11Q: 3 clusters Score -456712.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -456764.000000 Penalty: 2690.241455
	Iteration 12Q: 3 clusters Score -456764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -456805.062500 Penalty: 2690.241455
	Iteration 13Q: 3 clusters Score -456805.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -456840.718750 Penalty: 2690.241455
	Iteration 14Q: 3 clusters Score -456840.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -456866.250000 Penalty: 2690.241455
	Iteration 15Q: 3 clusters Score -456866.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -456896.312500 Penalty: 2690.241455
	Iteration 16Q: 3 clusters Score -456896.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -456930.968750 Penalty: 2690.241455
	Iteration 17Q: 3 clusters Score -456931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -456967.437500 Penalty: 2690.241455
	Iteration 18Q: 3 clusters Score -456967.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -456994.906250 Penalty: 2690.241455
	Iteration 19Q: 3 clusters Score -456994.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -457020.281250 Penalty: 2690.241455
	Iteration 20F: 3 clusters Score -457020.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -457040.656250 Penalty: 2690.241455
	Iteration 21Q: 3 clusters Score -457040.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -457055.843750 Penalty: 2690.241455
	Iteration 22Q: 3 clusters Score -457055.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -457064.156250 Penalty: 2690.241455
	Iteration 23Q: 3 clusters Score -457064.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -457069.750000 Penalty: 2690.241455
	Iteration 24Q: 3 clusters Score -457069.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -457077.281250 Penalty: 2690.241455
	Iteration 25Q: 3 clusters Score -457077.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -457083.312500 Penalty: 2690.241455
	Iteration 26Q: 3 clusters Score -457083.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -457090.468750 Penalty: 2690.241455
	Iteration 27Q: 3 clusters Score -457090.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -457095.687500 Penalty: 2690.241455
	Iteration 28Q: 3 clusters Score -457095.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -457103.687500 Penalty: 2690.241455
	Iteration 29Q: 3 clusters Score -457103.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -457111.093750 Penalty: 2690.241455
	Iteration 30Q: 3 clusters Score -457111.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -457115.656250 Penalty: 2690.241455
	Iteration 31Q: 3 clusters Score -457115.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -457120.187500 Penalty: 2690.241455
	Iteration 32Q: 3 clusters Score -457120.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -457125.062500 Penalty: 2690.241455
	Iteration 33Q: 3 clusters Score -457125.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -457129.906250 Penalty: 2690.241455
	Iteration 34Q: 3 clusters Score -457129.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -457135.218750 Penalty: 2690.241455
	Iteration 35Q: 3 clusters Score -457135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -457141.562500 Penalty: 2690.241455
	Iteration 36Q: 3 clusters Score -457141.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -457146.656250 Penalty: 2690.241455
	Iteration 37Q: 3 clusters Score -457146.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -457152.625000 Penalty: 2690.241455
	Iteration 38Q: 3 clusters Score -457152.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -457154.968750 Penalty: 2690.241455
	Iteration 39Q: 3 clusters Score -457155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -457160.625000 Penalty: 2690.241455
	Iteration 40F: 3 clusters Score -457160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -457162.593750 Penalty: 2690.241455
	Iteration 41Q: 3 clusters Score -457162.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -457166.750000 Penalty: 2690.241455
	Iteration 42Q: 3 clusters Score -457166.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -457169.968750 Penalty: 2690.241455
	Iteration 43Q: 3 clusters Score -457170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -457172.843750 Penalty: 2690.241455
	Iteration 44Q: 3 clusters Score -457172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -457174.156250 Penalty: 2690.241455
	Iteration 45Q: 3 clusters Score -457174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -457174.906250 Penalty: 2690.241455
	Iteration 46Q: 3 clusters Score -457174.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -457174.906250 Penalty: 2690.241455
	Iteration 47F: 3 clusters Score -457174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -328498.812500 Penalty: 1289.591064
	Iteration 0F: 2 clusters Score -328498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -325891.687500 Penalty: 2579.182129
	Iteration 0F: 3 clusters Score -325891.7 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -326530.562500 Penalty: 2579.182129
	Iteration 1F: 3 clusters Score -326530.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -326691.187500 Penalty: 2579.182129
	Iteration 2F: 3 clusters Score -326691.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -326793.687500 Penalty: 2579.182129
	Iteration 3F: 3 clusters Score -326793.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -326873.187500 Penalty: 2579.182129
	Iteration 4Q: 3 clusters Score -326873.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -326934.687500 Penalty: 2579.182129
	Iteration 5Q: 3 clusters Score -326934.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -326984.312500 Penalty: 2579.182129
	Iteration 6Q: 3 clusters Score -326984.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -327032.718750 Penalty: 2579.182129
	Iteration 7Q: 3 clusters Score -327032.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -327081.718750 Penalty: 2579.182129
	Iteration 8Q: 3 clusters Score -327081.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -327135.906250 Penalty: 2579.182129
	Iteration 9Q: 3 clusters Score -327135.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -327182.093750 Penalty: 2579.182129
	Iteration 10Q: 3 clusters Score -327182.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -327234.593750 Penalty: 2579.182129
	Iteration 11Q: 3 clusters Score -327234.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -327278.437500 Penalty: 2579.182129
	Iteration 12Q: 3 clusters Score -327278.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -327316.531250 Penalty: 2579.182129
	Iteration 13Q: 3 clusters Score -327316.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -327354.781250 Penalty: 2579.182129
	Iteration 14Q: 3 clusters Score -327354.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -327395.375000 Penalty: 2579.182129
	Iteration 15Q: 3 clusters Score -327395.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -327416.406250 Penalty: 2579.182129
	Iteration 16Q: 3 clusters Score -327416.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -327434.406250 Penalty: 2579.182129
	Iteration 17Q: 3 clusters Score -327434.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -327443.906250 Penalty: 2579.182129
	Iteration 18Q: 3 clusters Score -327443.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -327453.812500 Penalty: 2579.182129
	Iteration 19Q: 3 clusters Score -327453.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -327462.906250 Penalty: 2579.182129
	Iteration 20F: 3 clusters Score -327462.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -327471.187500 Penalty: 2579.182129
	Iteration 21Q: 3 clusters Score -327471.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -327475.031250 Penalty: 2579.182129
	Iteration 22Q: 3 clusters Score -327475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -327478.500000 Penalty: 2579.182129
	Iteration 23Q: 3 clusters Score -327478.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -327484.531250 Penalty: 2579.182129
	Iteration 24Q: 3 clusters Score -327484.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -327487.625000 Penalty: 2579.182129
	Iteration 25Q: 3 clusters Score -327487.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -327490.125000 Penalty: 2579.182129
	Iteration 26Q: 3 clusters Score -327490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -327492.250000 Penalty: 2579.182129
	Iteration 27Q: 3 clusters Score -327492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -327495.281250 Penalty: 2579.182129
	Iteration 28Q: 3 clusters Score -327495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -327498.000000 Penalty: 2579.182129
	Iteration 29Q: 3 clusters Score -327498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -327498.000000 Penalty: 2579.182129
	Iteration 30F: 3 clusters Score -327498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Entering Unmasked Estep 
Score: -2655360.000000 Penalty: 1628.882080
	Iteration 0F: 2 clusters Score -2655360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2640163.750000 Penalty: 3257.764160
	Iteration 0F: 3 clusters Score -2640164 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2645837.000000 Penalty: 3257.764160
	Iteration 1F: 3 clusters Score -2645837 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2646286.250000 Penalty: 3257.764160
	Iteration 2Q: 3 clusters Score -2646286 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2646846.000000 Penalty: 3257.764160
	Iteration 3Q: 3 clusters Score -2646846 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2647531.250000 Penalty: 3257.764160
	Iteration 4F: 3 clusters Score -2647531 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2648501.500000 Penalty: 3257.764160
	Iteration 5F: 3 clusters Score -2648502 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2649789.500000 Penalty: 3257.764160
	Iteration 6F: 3 clusters Score -2649790 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2651000.750000 Penalty: 3257.764160
	Iteration 7F: 3 clusters Score -2651001 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2651731.250000 Penalty: 3257.764160
	Iteration 8F: 3 clusters Score -2651731 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2652067.250000 Penalty: 3257.764160
	Iteration 9Q: 3 clusters Score -2652067 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2652267.500000 Penalty: 3257.764160
	Iteration 10Q: 3 clusters Score -2652268 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2652414.750000 Penalty: 3257.764160
	Iteration 11Q: 3 clusters Score -2652415 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2652542.000000 Penalty: 3257.764160
	Iteration 12Q: 3 clusters Score -2652542 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2652631.750000 Penalty: 3257.764160
	Iteration 13Q: 3 clusters Score -2652632 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2652700.750000 Penalty: 3257.764160
	Iteration 14Q: 3 clusters Score -2652701 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2652765.500000 Penalty: 3257.764160
	Iteration 15Q: 3 clusters Score -2652766 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2652794.250000 Penalty: 3257.764160
	Iteration 16Q: 3 clusters Score -2652794 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2652825.250000 Penalty: 3257.764160
	Iteration 17Q: 3 clusters Score -2652825 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2652857.250000 Penalty: 3257.764160
	Iteration 18Q: 3 clusters Score -2652857 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2652864.500000 Penalty: 3257.764160
	Iteration 19Q: 3 clusters Score -2652864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2652865.250000 Penalty: 3257.764160
	Iteration 20F: 3 clusters Score -2652865 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2652873.000000 Penalty: 3257.764160
	Iteration 21Q: 3 clusters Score -2652873 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2652890.250000 Penalty: 3257.764160
	Iteration 22Q: 3 clusters Score -2652890 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2652902.250000 Penalty: 3257.764160
	Iteration 23Q: 3 clusters Score -2652902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2652914.750000 Penalty: 3257.764160
	Iteration 24Q: 3 clusters Score -2652915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2652910.750000 Penalty: 3257.764160
	Iteration 25Q: 3 clusters Score -2652911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2652925.250000 Penalty: 3257.764160
	Iteration 26Q: 3 clusters Score -2652925 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2652928.750000 Penalty: 3257.764160
	Iteration 27Q: 3 clusters Score -2652929 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2652941.250000 Penalty: 3257.764160
	Iteration 28Q: 3 clusters Score -2652941 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2652955.500000 Penalty: 3257.764160
	Iteration 29Q: 3 clusters Score -2652956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2652963.250000 Penalty: 3257.764160
	Iteration 30Q: 3 clusters Score -2652963 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2652978.750000 Penalty: 3257.764160
	Iteration 31Q: 3 clusters Score -2652979 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2652981.250000 Penalty: 3257.764160
	Iteration 32Q: 3 clusters Score -2652981 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2652985.750000 Penalty: 3257.764160
	Iteration 33Q: 3 clusters Score -2652986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2652992.750000 Penalty: 3257.764160
	Iteration 34Q: 3 clusters Score -2652993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2652999.000000 Penalty: 3257.764160
	Iteration 35Q: 3 clusters Score -2652999 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2653000.250000 Penalty: 3257.764160
	Iteration 36Q: 3 clusters Score -2653000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2653013.750000 Penalty: 3257.764160
	Iteration 37Q: 3 clusters Score -2653014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2653020.000000 Penalty: 3257.764160
	Iteration 38Q: 3 clusters Score -2653020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2653037.500000 Penalty: 3257.764160
	Iteration 39Q: 3 clusters Score -2653038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2653042.750000 Penalty: 3257.764160
	Iteration 40F: 3 clusters Score -2653043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2653049.750000 Penalty: 3257.764160
	Iteration 41Q: 3 clusters Score -2653050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2653046.500000 Penalty: 3257.764160
	Iteration 42Q: 3 clusters Score -2653046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2653053.250000 Penalty: 3257.764160
	Iteration 43Q: 3 clusters Score -2653053 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2653062.500000 Penalty: 3257.764160
	Iteration 44Q: 3 clusters Score -2653062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2653063.750000 Penalty: 3257.764160
	Iteration 45Q: 3 clusters Score -2653064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2653074.250000 Penalty: 3257.764160
	Iteration 46Q: 3 clusters Score -2653074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2653074.250000 Penalty: 3257.764160
	Iteration 47Q: 3 clusters Score -2653074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2653082.500000 Penalty: 3257.764160
	Iteration 48Q: 3 clusters Score -2653082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2653093.500000 Penalty: 3257.764160
	Iteration 49Q: 3 clusters Score -2653094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2653092.000000 Penalty: 3257.764160
	Iteration 50Q: 3 clusters Score -2653092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2653102.000000 Penalty: 3257.764160
	Iteration 51Q: 3 clusters Score -2653102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2653123.000000 Penalty: 3257.764160
	Iteration 52Q: 3 clusters Score -2653123 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2653130.500000 Penalty: 3257.764160
	Iteration 53Q: 3 clusters Score -2653130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2653140.000000 Penalty: 3257.764160
	Iteration 54Q: 3 clusters Score -2653140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2653157.000000 Penalty: 3257.764160
	Iteration 55Q: 3 clusters Score -2653157 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2653167.500000 Penalty: 3257.764160
	Iteration 56Q: 3 clusters Score -2653168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2653170.750000 Penalty: 3257.764160
	Iteration 57Q: 3 clusters Score -2653171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2653180.750000 Penalty: 3257.764160
	Iteration 58Q: 3 clusters Score -2653181 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2653183.000000 Penalty: 3257.764160
	Iteration 59Q: 3 clusters Score -2653183 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2653186.750000 Penalty: 3257.764160
	Iteration 60F: 3 clusters Score -2653187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2653199.500000 Penalty: 3257.764160
	Iteration 61Q: 3 clusters Score -2653200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2653209.750000 Penalty: 3257.764160
	Iteration 62Q: 3 clusters Score -2653210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2653214.750000 Penalty: 3257.764160
	Iteration 63Q: 3 clusters Score -2653215 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2653221.500000 Penalty: 3257.764160
	Iteration 64Q: 3 clusters Score -2653222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2653226.250000 Penalty: 3257.764160
	Iteration 65Q: 3 clusters Score -2653226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2653233.750000 Penalty: 3257.764160
	Iteration 66Q: 3 clusters Score -2653234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2653231.500000 Penalty: 3257.764160
	Iteration 67Q: 3 clusters Score -2653232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2653241.000000 Penalty: 3257.764160
	Iteration 68Q: 3 clusters Score -2653241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2653251.250000 Penalty: 3257.764160
	Iteration 69Q: 3 clusters Score -2653251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2653251.750000 Penalty: 3257.764160
	Iteration 70Q: 3 clusters Score -2653252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2653259.750000 Penalty: 3257.764160
	Iteration 71Q: 3 clusters Score -2653260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2653275.500000 Penalty: 3257.764160
	Iteration 72Q: 3 clusters Score -2653276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2653275.250000 Penalty: 3257.764160
	Iteration 73Q: 3 clusters Score -2653275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2653286.750000 Penalty: 3257.764160
	Iteration 74Q: 3 clusters Score -2653287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2653304.750000 Penalty: 3257.764160
	Iteration 75Q: 3 clusters Score -2653305 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2653305.500000 Penalty: 3257.764160
	Iteration 76Q: 3 clusters Score -2653306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2653314.000000 Penalty: 3257.764160
	Iteration 77Q: 3 clusters Score -2653314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2653330.750000 Penalty: 3257.764160
	Iteration 78Q: 3 clusters Score -2653331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2653333.250000 Penalty: 3257.764160
	Iteration 79Q: 3 clusters Score -2653333 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2653352.000000 Penalty: 3257.764160
	Iteration 80F: 3 clusters Score -2653352 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2653368.750000 Penalty: 3257.764160
	Iteration 81Q: 3 clusters Score -2653369 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2653394.000000 Penalty: 3257.764160
	Iteration 82Q: 3 clusters Score -2653394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2653422.750000 Penalty: 3257.764160
	Iteration 83Q: 3 clusters Score -2653423 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2653446.250000 Penalty: 3257.764160
	Iteration 84Q: 3 clusters Score -2653446 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2653486.000000 Penalty: 3257.764160
	Iteration 85Q: 3 clusters Score -2653486 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2653502.500000 Penalty: 3257.764160
	Iteration 86Q: 3 clusters Score -2653502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2653522.750000 Penalty: 3257.764160
	Iteration 87Q: 3 clusters Score -2653523 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2653544.250000 Penalty: 3257.764160
	Iteration 88Q: 3 clusters Score -2653544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2653559.250000 Penalty: 3257.764160
	Iteration 89Q: 3 clusters Score -2653559 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2653581.750000 Penalty: 3257.764160
	Iteration 90Q: 3 clusters Score -2653582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2653596.250000 Penalty: 3257.764160
	Iteration 91Q: 3 clusters Score -2653596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2653602.000000 Penalty: 3257.764160
	Iteration 92Q: 3 clusters Score -2653602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2653618.000000 Penalty: 3257.764160
	Iteration 93Q: 3 clusters Score -2653618 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2653628.250000 Penalty: 3257.764160
	Iteration 94Q: 3 clusters Score -2653628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2653638.250000 Penalty: 3257.764160
	Iteration 95Q: 3 clusters Score -2653638 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2653636.750000 Penalty: 3257.764160
	Iteration 96Q: 3 clusters Score -2653637 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2653652.750000 Penalty: 3257.764160
	Iteration 97Q: 3 clusters Score -2653653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2653654.500000 Penalty: 3257.764160
	Iteration 98Q: 3 clusters Score -2653654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2653676.250000 Penalty: 3257.764160
	Iteration 99Q: 3 clusters Score -2653676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2653687.250000 Penalty: 3257.764160
	Iteration 100F: 3 clusters Score -2653687 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2653698.500000 Penalty: 3257.764160
	Iteration 101Q: 3 clusters Score -2653698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2653707.250000 Penalty: 3257.764160
	Iteration 102Q: 3 clusters Score -2653707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2653709.750000 Penalty: 3257.764160
	Iteration 103Q: 3 clusters Score -2653710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2653717.250000 Penalty: 3257.764160
	Iteration 104Q: 3 clusters Score -2653717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2653727.000000 Penalty: 3257.764160
	Iteration 105Q: 3 clusters Score -2653727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2653740.250000 Penalty: 3257.764160
	Iteration 106Q: 3 clusters Score -2653740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2653747.000000 Penalty: 3257.764160
	Iteration 107Q: 3 clusters Score -2653747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2653750.250000 Penalty: 3257.764160
	Iteration 108Q: 3 clusters Score -2653750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2653753.500000 Penalty: 3257.764160
	Iteration 109Q: 3 clusters Score -2653754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2653766.500000 Penalty: 3257.764160
	Iteration 110Q: 3 clusters Score -2653766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2653771.250000 Penalty: 3257.764160
	Iteration 111Q: 3 clusters Score -2653771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2653771.750000 Penalty: 3257.764160
	Iteration 112Q: 3 clusters Score -2653772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2653776.000000 Penalty: 3257.764160
	Iteration 113Q: 3 clusters Score -2653776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2653775.250000 Penalty: 3257.764160
	Iteration 114Q: 3 clusters Score -2653775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2653784.000000 Penalty: 3257.764160
	Iteration 115Q: 3 clusters Score -2653784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2653788.250000 Penalty: 3257.764160
	Iteration 116Q: 3 clusters Score -2653788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2653793.500000 Penalty: 3257.764160
	Iteration 117Q: 3 clusters Score -2653794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2653794.250000 Penalty: 3257.764160
	Iteration 118Q: 3 clusters Score -2653794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2653800.250000 Penalty: 3257.764160
	Iteration 119Q: 3 clusters Score -2653800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2653808.250000 Penalty: 3257.764160
	Iteration 120F: 3 clusters Score -2653808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2653810.500000 Penalty: 3257.764160
	Iteration 121Q: 3 clusters Score -2653810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2653808.250000 Penalty: 3257.764160
	Iteration 122Q: 3 clusters Score -2653808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2653817.000000 Penalty: 3257.764160
	Iteration 123Q: 3 clusters Score -2653817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2653817.500000 Penalty: 3257.764160
	Iteration 124Q: 3 clusters Score -2653818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2653821.250000 Penalty: 3257.764160
	Iteration 125Q: 3 clusters Score -2653821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2653831.500000 Penalty: 3257.764160
	Iteration 126Q: 3 clusters Score -2653832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2653841.250000 Penalty: 3257.764160
	Iteration 127Q: 3 clusters Score -2653841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2653845.500000 Penalty: 3257.764160
	Iteration 128Q: 3 clusters Score -2653846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2653842.750000 Penalty: 3257.764160
	Iteration 129Q: 3 clusters Score -2653843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2653848.750000 Penalty: 3257.764160
	Iteration 130Q: 3 clusters Score -2653849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2653862.250000 Penalty: 3257.764160
	Iteration 131Q: 3 clusters Score -2653862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2653864.750000 Penalty: 3257.764160
	Iteration 132Q: 3 clusters Score -2653865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2653866.500000 Penalty: 3257.764160
	Iteration 133Q: 3 clusters Score -2653866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2653877.500000 Penalty: 3257.764160
	Iteration 134Q: 3 clusters Score -2653878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2653873.250000 Penalty: 3257.764160
	Iteration 135Q: 3 clusters Score -2653873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2653878.500000 Penalty: 3257.764160
	Iteration 136Q: 3 clusters Score -2653878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2653881.250000 Penalty: 3257.764160
	Iteration 137Q: 3 clusters Score -2653881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2653885.000000 Penalty: 3257.764160
	Iteration 138Q: 3 clusters Score -2653885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2653886.750000 Penalty: 3257.764160
	Iteration 139Q: 3 clusters Score -2653887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2653887.000000 Penalty: 3257.764160
	Iteration 140F: 3 clusters Score -2653887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2653883.750000 Penalty: 3257.764160
	Iteration 141Q: 3 clusters Score -2653884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2653884.250000 Penalty: 3257.764160
	Iteration 142Q: 3 clusters Score -2653884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2653881.000000 Penalty: 3257.764160
	Iteration 143Q: 3 clusters Score -2653881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2653882.500000 Penalty: 3257.764160
	Iteration 144Q: 3 clusters Score -2653882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2653882.500000 Penalty: 3257.764160
	Iteration 145F: 3 clusters Score -2653882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -328429.000000 Penalty: 1292.357056
	Iteration 0F: 2 clusters Score -328429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -325799.187500 Penalty: 2584.714111
	Iteration 0F: 3 clusters Score -325799.2 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -326384.781250 Penalty: 2584.714111
	Iteration 1F: 3 clusters Score -326384.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -326509.625000 Penalty: 2584.714111
	Iteration 2F: 3 clusters Score -326509.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -326591.218750 Penalty: 2584.714111
	Iteration 3Q: 3 clusters Score -326591.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -326655.625000 Penalty: 2584.714111
	Iteration 4Q: 3 clusters Score -326655.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -326701.156250 Penalty: 2584.714111
	Iteration 5Q: 3 clusters Score -326701.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -326736.343750 Penalty: 2584.714111
	Iteration 6Q: 3 clusters Score -326736.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -326762.562500 Penalty: 2584.714111
	Iteration 7Q: 3 clusters Score -326762.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -326783.218750 Penalty: 2584.714111
	Iteration 8Q: 3 clusters Score -326783.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -326803.750000 Penalty: 2584.714111
	Iteration 9Q: 3 clusters Score -326803.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -326817.218750 Penalty: 2584.714111
	Iteration 10Q: 3 clusters Score -326817.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -326827.093750 Penalty: 2584.714111
	Iteration 11Q: 3 clusters Score -326827.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -326834.062500 Penalty: 2584.714111
	Iteration 12Q: 3 clusters Score -326834.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -326840.437500 Penalty: 2584.714111
	Iteration 13Q: 3 clusters Score -326840.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -326846.000000 Penalty: 2584.714111
	Iteration 14Q: 3 clusters Score -326846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -326848.281250 Penalty: 2584.714111
	Iteration 15Q: 3 clusters Score -326848.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -326852.062500 Penalty: 2584.714111
	Iteration 16Q: 3 clusters Score -326852.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -326857.093750 Penalty: 2584.714111
	Iteration 17Q: 3 clusters Score -326857.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -326861.750000 Penalty: 2584.714111
	Iteration 18Q: 3 clusters Score -326861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -326863.468750 Penalty: 2584.714111
	Iteration 19Q: 3 clusters Score -326863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -326866.187500 Penalty: 2584.714111
	Iteration 20F: 3 clusters Score -326866.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -326868.062500 Penalty: 2584.714111
	Iteration 21Q: 3 clusters Score -326868.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -326870.750000 Penalty: 2584.714111
	Iteration 22Q: 3 clusters Score -326870.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -326874.375000 Penalty: 2584.714111
	Iteration 23Q: 3 clusters Score -326874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -326877.250000 Penalty: 2584.714111
	Iteration 24Q: 3 clusters Score -326877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -326881.156250 Penalty: 2584.714111
	Iteration 25Q: 3 clusters Score -326881.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -326884.218750 Penalty: 2584.714111
	Iteration 26Q: 3 clusters Score -326884.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -326886.750000 Penalty: 2584.714111
	Iteration 27Q: 3 clusters Score -326886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -326889.593750 Penalty: 2584.714111
	Iteration 28Q: 3 clusters Score -326889.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -326891.937500 Penalty: 2584.714111
	Iteration 29Q: 3 clusters Score -326891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -326894.312500 Penalty: 2584.714111
	Iteration 30Q: 3 clusters Score -326894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -326895.156250 Penalty: 2584.714111
	Iteration 31Q: 3 clusters Score -326895.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -326897.656250 Penalty: 2584.714111
	Iteration 32Q: 3 clusters Score -326897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -326899.125000 Penalty: 2584.714111
	Iteration 33Q: 3 clusters Score -326899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -326901.000000 Penalty: 2584.714111
	Iteration 34Q: 3 clusters Score -326901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -326903.218750 Penalty: 2584.714111
	Iteration 35Q: 3 clusters Score -326903.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -326906.968750 Penalty: 2584.714111
	Iteration 36Q: 3 clusters Score -326907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -326909.687500 Penalty: 2584.714111
	Iteration 37Q: 3 clusters Score -326909.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -326912.125000 Penalty: 2584.714111
	Iteration 38Q: 3 clusters Score -326912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -326912.843750 Penalty: 2584.714111
	Iteration 39Q: 3 clusters Score -326912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -326912.843750 Penalty: 2584.714111
	Iteration 40F: 3 clusters Score -326912.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -304353.031250 Penalty: 1288.716919
	Iteration 0F: 2 clusters Score -304353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -301826.187500 Penalty: 2577.433838
	Iteration 0F: 3 clusters Score -301826.2 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -302586.906250 Penalty: 2577.433838
	Iteration 1F: 3 clusters Score -302586.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -302849.718750 Penalty: 2577.433838
	Iteration 2F: 3 clusters Score -302849.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -303045.500000 Penalty: 2577.433838
	Iteration 3F: 3 clusters Score -303045.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -303227.000000 Penalty: 2577.433838
	Iteration 4F: 3 clusters Score -303227 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -303408.187500 Penalty: 2577.433838
	Iteration 5F: 3 clusters Score -303408.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -303589.656250 Penalty: 2577.433838
	Iteration 6F: 3 clusters Score -303589.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -303783.781250 Penalty: 2577.433838
	Iteration 7F: 3 clusters Score -303783.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -304001.937500 Penalty: 2577.433838
	Iteration 8Q: 3 clusters Score -304001.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -304127.250000 Penalty: 2577.433838
	Iteration 9Q: 3 clusters Score -304127.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -304177.218750 Penalty: 2577.433838
	Iteration 10Q: 3 clusters Score -304177.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -304198.218750 Penalty: 2577.433838
	Iteration 11Q: 3 clusters Score -304198.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -304209.531250 Penalty: 2577.433838
	Iteration 12Q: 3 clusters Score -304209.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -304220.312500 Penalty: 2577.433838
	Iteration 13Q: 3 clusters Score -304220.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -304226.875000 Penalty: 2577.433838
	Iteration 14Q: 3 clusters Score -304226.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -304228.968750 Penalty: 2577.433838
	Iteration 15Q: 3 clusters Score -304229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -304231.531250 Penalty: 2577.433838
	Iteration 16Q: 3 clusters Score -304231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -304232.000000 Penalty: 2577.433838
	Iteration 17Q: 3 clusters Score -304232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -304232.875000 Penalty: 2577.433838
	Iteration 18Q: 3 clusters Score -304232.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -304232.875000 Penalty: 2577.433838
	Iteration 19F: 3 clusters Score -304232.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Entering Unmasked Estep 
Score: -1216562.875000 Penalty: 1514.660400
	Iteration 0F: 2 clusters Score -1216563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1208672.125000 Penalty: 3029.320801
	Iteration 0F: 3 clusters Score -1208672 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1211194.625000 Penalty: 3029.320801
	Iteration 1F: 3 clusters Score -1211195 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1211428.125000 Penalty: 3029.320801
	Iteration 2F: 3 clusters Score -1211428 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1211625.875000 Penalty: 3029.320801
	Iteration 3Q: 3 clusters Score -1211626 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1211789.375000 Penalty: 3029.320801
	Iteration 4Q: 3 clusters Score -1211789 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1211955.500000 Penalty: 3029.320801
	Iteration 5Q: 3 clusters Score -1211956 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1212112.250000 Penalty: 3029.320801
	Iteration 6Q: 3 clusters Score -1212112 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1212267.625000 Penalty: 3029.320801
	Iteration 7Q: 3 clusters Score -1212268 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1212457.125000 Penalty: 3029.320801
	Iteration 8Q: 3 clusters Score -1212457 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1212664.375000 Penalty: 3029.320801
	Iteration 9Q: 3 clusters Score -1212664 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1212898.000000 Penalty: 3029.320801
	Iteration 10Q: 3 clusters Score -1212898 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1213179.875000 Penalty: 3029.320801
	Iteration 11Q: 3 clusters Score -1213180 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1213466.125000 Penalty: 3029.320801
	Iteration 12Q: 3 clusters Score -1213466 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1213780.500000 Penalty: 3029.320801
	Iteration 13Q: 3 clusters Score -1213780 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1214049.250000 Penalty: 3029.320801
	Iteration 14Q: 3 clusters Score -1214049 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1214279.625000 Penalty: 3029.320801
	Iteration 15Q: 3 clusters Score -1214280 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1214451.375000 Penalty: 3029.320801
	Iteration 16Q: 3 clusters Score -1214451 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1214606.500000 Penalty: 3029.320801
	Iteration 17Q: 3 clusters Score -1214606 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1214775.125000 Penalty: 3029.320801
	Iteration 18Q: 3 clusters Score -1214775 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1214896.875000 Penalty: 3029.320801
	Iteration 19Q: 3 clusters Score -1214897 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1214996.625000 Penalty: 3029.320801
	Iteration 20F: 3 clusters Score -1214997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1215092.000000 Penalty: 3029.320801
	Iteration 21Q: 3 clusters Score -1215092 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1215191.125000 Penalty: 3029.320801
	Iteration 22Q: 3 clusters Score -1215191 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1215256.500000 Penalty: 3029.320801
	Iteration 23Q: 3 clusters Score -1215256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1215305.500000 Penalty: 3029.320801
	Iteration 24Q: 3 clusters Score -1215306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1215355.125000 Penalty: 3029.320801
	Iteration 25Q: 3 clusters Score -1215355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1215406.625000 Penalty: 3029.320801
	Iteration 26Q: 3 clusters Score -1215407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1215444.000000 Penalty: 3029.320801
	Iteration 27Q: 3 clusters Score -1215444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1215462.500000 Penalty: 3029.320801
	Iteration 28Q: 3 clusters Score -1215462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1215477.125000 Penalty: 3029.320801
	Iteration 29Q: 3 clusters Score -1215477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1215491.375000 Penalty: 3029.320801
	Iteration 30Q: 3 clusters Score -1215491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1215503.375000 Penalty: 3029.320801
	Iteration 31Q: 3 clusters Score -1215503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1215513.375000 Penalty: 3029.320801
	Iteration 32Q: 3 clusters Score -1215513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1215516.625000 Penalty: 3029.320801
	Iteration 33Q: 3 clusters Score -1215517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1215516.500000 Penalty: 3029.320801
	Iteration 34Q: 3 clusters Score -1215516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1215515.750000 Penalty: 3029.320801
	Iteration 35Q: 3 clusters Score -1215516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1215516.000000 Penalty: 3029.320801
	Iteration 36F: 3 clusters Score -1215516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1215517.500000 Penalty: 3029.320801
	Iteration 37Q: 3 clusters Score -1215518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1215518.125000 Penalty: 3029.320801
	Iteration 38Q: 3 clusters Score -1215518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1215518.125000 Penalty: 3029.320801
	Iteration 39F: 3 clusters Score -1215518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Entering Unmasked Estep 
Score: -2839974.250000 Penalty: 1646.562500
	Iteration 0F: 2 clusters Score -2839974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2823148.250000 Penalty: 3293.125000
	Iteration 0F: 3 clusters Score -2823148 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2829311.750000 Penalty: 3293.125000
	Iteration 1F: 3 clusters Score -2829312 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2829725.250000 Penalty: 3293.125000
	Iteration 2Q: 3 clusters Score -2829725 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2830165.750000 Penalty: 3293.125000
	Iteration 3Q: 3 clusters Score -2830166 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2830726.250000 Penalty: 3293.125000
	Iteration 4Q: 3 clusters Score -2830726 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2831506.750000 Penalty: 3293.125000
	Iteration 5F: 3 clusters Score -2831507 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2832690.000000 Penalty: 3293.125000
	Iteration 6F: 3 clusters Score -2832690 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2834236.000000 Penalty: 3293.125000
	Iteration 7F: 3 clusters Score -2834236 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2835761.500000 Penalty: 3293.125000
	Iteration 8F: 3 clusters Score -2835762 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2836915.000000 Penalty: 3293.125000
	Iteration 9Q: 3 clusters Score -2836915 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2837651.500000 Penalty: 3293.125000
	Iteration 10Q: 3 clusters Score -2837652 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -2838019.750000 Penalty: 3293.125000
	Iteration 11Q: 3 clusters Score -2838020 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -2838226.750000 Penalty: 3293.125000
	Iteration 12Q: 3 clusters Score -2838227 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2838331.000000 Penalty: 3293.125000
	Iteration 13Q: 3 clusters Score -2838331 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -2838388.250000 Penalty: 3293.125000
	Iteration 14Q: 3 clusters Score -2838388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -2838421.000000 Penalty: 3293.125000
	Iteration 15Q: 3 clusters Score -2838421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -2838439.750000 Penalty: 3293.125000
	Iteration 16Q: 3 clusters Score -2838440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2838452.750000 Penalty: 3293.125000
	Iteration 17Q: 3 clusters Score -2838453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2838472.000000 Penalty: 3293.125000
	Iteration 18Q: 3 clusters Score -2838472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2838482.750000 Penalty: 3293.125000
	Iteration 19Q: 3 clusters Score -2838483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -2838486.500000 Penalty: 3293.125000
	Iteration 20F: 3 clusters Score -2838486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -2838493.250000 Penalty: 3293.125000
	Iteration 21Q: 3 clusters Score -2838493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2838498.250000 Penalty: 3293.125000
	Iteration 22Q: 3 clusters Score -2838498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -2838508.000000 Penalty: 3293.125000
	Iteration 23Q: 3 clusters Score -2838508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -2838515.500000 Penalty: 3293.125000
	Iteration 24Q: 3 clusters Score -2838516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2838519.000000 Penalty: 3293.125000
	Iteration 25Q: 3 clusters Score -2838519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -2838523.750000 Penalty: 3293.125000
	Iteration 26Q: 3 clusters Score -2838524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -2838526.000000 Penalty: 3293.125000
	Iteration 27Q: 3 clusters Score -2838526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -2838534.750000 Penalty: 3293.125000
	Iteration 28Q: 3 clusters Score -2838535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -2838538.000000 Penalty: 3293.125000
	Iteration 29Q: 3 clusters Score -2838538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -2838538.500000 Penalty: 3293.125000
	Iteration 30Q: 3 clusters Score -2838538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -2838541.250000 Penalty: 3293.125000
	Iteration 31Q: 3 clusters Score -2838541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2838544.000000 Penalty: 3293.125000
	Iteration 32Q: 3 clusters Score -2838544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2838546.250000 Penalty: 3293.125000
	Iteration 33Q: 3 clusters Score -2838546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -2838553.000000 Penalty: 3293.125000
	Iteration 34Q: 3 clusters Score -2838553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -2838554.750000 Penalty: 3293.125000
	Iteration 35Q: 3 clusters Score -2838555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2838556.250000 Penalty: 3293.125000
	Iteration 36Q: 3 clusters Score -2838556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2838556.250000 Penalty: 3293.125000
	Iteration 37F: 3 clusters Score -2838556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -103086.523438 Penalty: 1106.109741
	Iteration 0F: 2 clusters Score -103086.5 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 430 members 
Entering Unmasked Estep 
Score: -101712.039062 Penalty: 2212.219482
	Iteration 0F: 3 clusters Score -101712 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101950.007812 Penalty: 2212.219482
	Iteration 1F: 3 clusters Score -101950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102007.429688 Penalty: 2212.219482
	Iteration 2F: 3 clusters Score -102007.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -102027.359375 Penalty: 2212.219482
	Iteration 3Q: 3 clusters Score -102027.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -102038.656250 Penalty: 2212.219482
	Iteration 4Q: 3 clusters Score -102038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -102046.156250 Penalty: 2212.219482
	Iteration 5Q: 3 clusters Score -102046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -102053.609375 Penalty: 2212.219482
	Iteration 6Q: 3 clusters Score -102053.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -102064.945312 Penalty: 2212.219482
	Iteration 7Q: 3 clusters Score -102064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -102077.562500 Penalty: 2212.219482
	Iteration 8Q: 3 clusters Score -102077.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -102087.179688 Penalty: 2212.219482
	Iteration 9Q: 3 clusters Score -102087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102092.960938 Penalty: 2212.219482
	Iteration 10Q: 3 clusters Score -102093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102097.125000 Penalty: 2212.219482
	Iteration 11Q: 3 clusters Score -102097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102098.031250 Penalty: 2212.219482
	Iteration 12Q: 3 clusters Score -102098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102099.625000 Penalty: 2212.219482
	Iteration 13Q: 3 clusters Score -102099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -102103.492188 Penalty: 2212.219482
	Iteration 14Q: 3 clusters Score -102103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102106.257812 Penalty: 2212.219482
	Iteration 15Q: 3 clusters Score -102106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -102108.125000 Penalty: 2212.219482
	Iteration 16Q: 3 clusters Score -102108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -102108.125000 Penalty: 2212.219482
	Iteration 17F: 3 clusters Score -102108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Entering Unmasked Estep 
Score: -3157076.500000 Penalty: 1658.053711
	Iteration 0F: 2 clusters Score -3157076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3138779.250000 Penalty: 3316.107422
	Iteration 0F: 3 clusters Score -3138779 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3145700.750000 Penalty: 3316.107422
	Iteration 1F: 3 clusters Score -3145701 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3146088.250000 Penalty: 3316.107422
	Iteration 2Q: 3 clusters Score -3146088 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3146460.500000 Penalty: 3316.107422
	Iteration 3Q: 3 clusters Score -3146460 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3146825.000000 Penalty: 3316.107422
	Iteration 4Q: 3 clusters Score -3146825 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3147298.250000 Penalty: 3316.107422
	Iteration 5Q: 3 clusters Score -3147298 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3147871.750000 Penalty: 3316.107422
	Iteration 6Q: 3 clusters Score -3147872 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3148683.500000 Penalty: 3316.107422
	Iteration 7F: 3 clusters Score -3148684 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3149790.500000 Penalty: 3316.107422
	Iteration 8F: 3 clusters Score -3149790 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3151026.750000 Penalty: 3316.107422
	Iteration 9F: 3 clusters Score -3151027 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3151973.500000 Penalty: 3316.107422
	Iteration 10F: 3 clusters Score -3151974 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3152450.250000 Penalty: 3316.107422
	Iteration 11Q: 3 clusters Score -3152450 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3152727.250000 Penalty: 3316.107422
	Iteration 12Q: 3 clusters Score -3152727 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3152935.500000 Penalty: 3316.107422
	Iteration 13Q: 3 clusters Score -3152936 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3153108.500000 Penalty: 3316.107422
	Iteration 14Q: 3 clusters Score -3153108 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3153257.000000 Penalty: 3316.107422
	Iteration 15Q: 3 clusters Score -3153257 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3153431.500000 Penalty: 3316.107422
	Iteration 16Q: 3 clusters Score -3153432 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3153581.000000 Penalty: 3316.107422
	Iteration 17Q: 3 clusters Score -3153581 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3153729.500000 Penalty: 3316.107422
	Iteration 18Q: 3 clusters Score -3153730 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3153866.000000 Penalty: 3316.107422
	Iteration 19Q: 3 clusters Score -3153866 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3154003.250000 Penalty: 3316.107422
	Iteration 20F: 3 clusters Score -3154003 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3154101.250000 Penalty: 3316.107422
	Iteration 21Q: 3 clusters Score -3154101 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3154188.000000 Penalty: 3316.107422
	Iteration 22Q: 3 clusters Score -3154188 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3154265.500000 Penalty: 3316.107422
	Iteration 23Q: 3 clusters Score -3154266 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3154355.000000 Penalty: 3316.107422
	Iteration 24Q: 3 clusters Score -3154355 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3154410.000000 Penalty: 3316.107422
	Iteration 25Q: 3 clusters Score -3154410 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3154475.500000 Penalty: 3316.107422
	Iteration 26Q: 3 clusters Score -3154476 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3154528.250000 Penalty: 3316.107422
	Iteration 27Q: 3 clusters Score -3154528 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3154565.250000 Penalty: 3316.107422
	Iteration 28Q: 3 clusters Score -3154565 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3154631.250000 Penalty: 3316.107422
	Iteration 29Q: 3 clusters Score -3154631 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3154669.500000 Penalty: 3316.107422
	Iteration 30Q: 3 clusters Score -3154670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3154716.500000 Penalty: 3316.107422
	Iteration 31Q: 3 clusters Score -3154716 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -3154779.250000 Penalty: 3316.107422
	Iteration 32Q: 3 clusters Score -3154779 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3154825.500000 Penalty: 3316.107422
	Iteration 33Q: 3 clusters Score -3154826 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3154874.250000 Penalty: 3316.107422
	Iteration 34Q: 3 clusters Score -3154874 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3154920.250000 Penalty: 3316.107422
	Iteration 35Q: 3 clusters Score -3154920 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3154986.500000 Penalty: 3316.107422
	Iteration 36Q: 3 clusters Score -3154986 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3155024.250000 Penalty: 3316.107422
	Iteration 37Q: 3 clusters Score -3155024 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3155077.250000 Penalty: 3316.107422
	Iteration 38Q: 3 clusters Score -3155077 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3155113.250000 Penalty: 3316.107422
	Iteration 39Q: 3 clusters Score -3155113 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3155156.000000 Penalty: 3316.107422
	Iteration 40F: 3 clusters Score -3155156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3155195.750000 Penalty: 3316.107422
	Iteration 41Q: 3 clusters Score -3155196 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3155246.000000 Penalty: 3316.107422
	Iteration 42Q: 3 clusters Score -3155246 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3155284.250000 Penalty: 3316.107422
	Iteration 43Q: 3 clusters Score -3155284 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3155315.750000 Penalty: 3316.107422
	Iteration 44Q: 3 clusters Score -3155316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3155339.250000 Penalty: 3316.107422
	Iteration 45Q: 3 clusters Score -3155339 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3155362.750000 Penalty: 3316.107422
	Iteration 46Q: 3 clusters Score -3155363 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3155387.250000 Penalty: 3316.107422
	Iteration 47Q: 3 clusters Score -3155387 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3155404.000000 Penalty: 3316.107422
	Iteration 48Q: 3 clusters Score -3155404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3155422.500000 Penalty: 3316.107422
	Iteration 49Q: 3 clusters Score -3155422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3155436.750000 Penalty: 3316.107422
	Iteration 50Q: 3 clusters Score -3155437 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3155450.000000 Penalty: 3316.107422
	Iteration 51Q: 3 clusters Score -3155450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3155473.750000 Penalty: 3316.107422
	Iteration 52Q: 3 clusters Score -3155474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3155483.000000 Penalty: 3316.107422
	Iteration 53Q: 3 clusters Score -3155483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3155487.500000 Penalty: 3316.107422
	Iteration 54Q: 3 clusters Score -3155488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3155496.000000 Penalty: 3316.107422
	Iteration 55Q: 3 clusters Score -3155496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3155498.000000 Penalty: 3316.107422
	Iteration 56Q: 3 clusters Score -3155498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3155516.250000 Penalty: 3316.107422
	Iteration 57Q: 3 clusters Score -3155516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3155515.500000 Penalty: 3316.107422
	Iteration 58Q: 3 clusters Score -3155516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3155514.250000 Penalty: 3316.107422
	Iteration 59Q: 3 clusters Score -3155514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3155524.500000 Penalty: 3316.107422
	Iteration 60F: 3 clusters Score -3155524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3155533.500000 Penalty: 3316.107422
	Iteration 61Q: 3 clusters Score -3155534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3155543.500000 Penalty: 3316.107422
	Iteration 62Q: 3 clusters Score -3155544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3155550.000000 Penalty: 3316.107422
	Iteration 63Q: 3 clusters Score -3155550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3155563.500000 Penalty: 3316.107422
	Iteration 64Q: 3 clusters Score -3155564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3155580.250000 Penalty: 3316.107422
	Iteration 65Q: 3 clusters Score -3155580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3155582.250000 Penalty: 3316.107422
	Iteration 66Q: 3 clusters Score -3155582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3155586.250000 Penalty: 3316.107422
	Iteration 67Q: 3 clusters Score -3155586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3155598.500000 Penalty: 3316.107422
	Iteration 68Q: 3 clusters Score -3155598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3155611.000000 Penalty: 3316.107422
	Iteration 69Q: 3 clusters Score -3155611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3155618.250000 Penalty: 3316.107422
	Iteration 70Q: 3 clusters Score -3155618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3155627.500000 Penalty: 3316.107422
	Iteration 71Q: 3 clusters Score -3155628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3155643.250000 Penalty: 3316.107422
	Iteration 72Q: 3 clusters Score -3155643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3155638.750000 Penalty: 3316.107422
	Iteration 73Q: 3 clusters Score -3155639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3155645.250000 Penalty: 3316.107422
	Iteration 74Q: 3 clusters Score -3155645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3155654.250000 Penalty: 3316.107422
	Iteration 75Q: 3 clusters Score -3155654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3155661.750000 Penalty: 3316.107422
	Iteration 76Q: 3 clusters Score -3155662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3155670.250000 Penalty: 3316.107422
	Iteration 77Q: 3 clusters Score -3155670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3155675.250000 Penalty: 3316.107422
	Iteration 78Q: 3 clusters Score -3155675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3155676.250000 Penalty: 3316.107422
	Iteration 79Q: 3 clusters Score -3155676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3155675.250000 Penalty: 3316.107422
	Iteration 80F: 3 clusters Score -3155675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3155676.750000 Penalty: 3316.107422
	Iteration 81Q: 3 clusters Score -3155677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3155685.750000 Penalty: 3316.107422
	Iteration 82Q: 3 clusters Score -3155686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3155683.000000 Penalty: 3316.107422
	Iteration 83Q: 3 clusters Score -3155683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3155686.500000 Penalty: 3316.107422
	Iteration 84Q: 3 clusters Score -3155686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3155688.750000 Penalty: 3316.107422
	Iteration 85Q: 3 clusters Score -3155689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3155690.250000 Penalty: 3316.107422
	Iteration 86Q: 3 clusters Score -3155690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3155690.250000 Penalty: 3316.107422
	Iteration 87F: 3 clusters Score -3155690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -204023.984375 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -204024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202055.140625 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -202055.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202466.609375 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -202466.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -202560.859375 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -202560.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202619.421875 Penalty: 2432.784912
	Iteration 3Q: 3 clusters Score -202619.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -202647.015625 Penalty: 2432.784912
	Iteration 4Q: 3 clusters Score -202647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -202664.343750 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -202664.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -202681.921875 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -202681.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -202693.703125 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -202693.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -202701.750000 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -202701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -202705.765625 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -202705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -202708.515625 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -202708.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -202711.390625 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -202711.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -202718.218750 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -202718.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -202723.921875 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -202723.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -202728.109375 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -202728.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -202730.343750 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -202730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -202734.390625 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -202734.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -202736.187500 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -202736.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202739.250000 Penalty: 2432.784912
	Iteration 18Q: 3 clusters Score -202739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202742.265625 Penalty: 2432.784912
	Iteration 19Q: 3 clusters Score -202742.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202743.859375 Penalty: 2432.784912
	Iteration 20F: 3 clusters Score -202743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202745.265625 Penalty: 2432.784912
	Iteration 21Q: 3 clusters Score -202745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -202746.828125 Penalty: 2432.784912
	Iteration 22Q: 3 clusters Score -202746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -202747.906250 Penalty: 2432.784912
	Iteration 23Q: 3 clusters Score -202747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -202749.031250 Penalty: 2432.784912
	Iteration 24Q: 3 clusters Score -202749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -202752.500000 Penalty: 2432.784912
	Iteration 25Q: 3 clusters Score -202752.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -202756.484375 Penalty: 2432.784912
	Iteration 26Q: 3 clusters Score -202756.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -202761.703125 Penalty: 2432.784912
	Iteration 27Q: 3 clusters Score -202761.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -202765.859375 Penalty: 2432.784912
	Iteration 28Q: 3 clusters Score -202765.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -202771.843750 Penalty: 2432.784912
	Iteration 29Q: 3 clusters Score -202771.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -202778.765625 Penalty: 2432.784912
	Iteration 30Q: 3 clusters Score -202778.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -202785.140625 Penalty: 2432.784912
	Iteration 31Q: 3 clusters Score -202785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -202791.359375 Penalty: 2432.784912
	Iteration 32Q: 3 clusters Score -202791.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -202796.671875 Penalty: 2432.784912
	Iteration 33Q: 3 clusters Score -202796.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -202803.218750 Penalty: 2432.784912
	Iteration 34Q: 3 clusters Score -202803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -202807.046875 Penalty: 2432.784912
	Iteration 35Q: 3 clusters Score -202807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -202814.312500 Penalty: 2432.784912
	Iteration 36Q: 3 clusters Score -202814.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -202818.687500 Penalty: 2432.784912
	Iteration 37Q: 3 clusters Score -202818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -202821.593750 Penalty: 2432.784912
	Iteration 38Q: 3 clusters Score -202821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -202824.390625 Penalty: 2432.784912
	Iteration 39Q: 3 clusters Score -202824.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -202828.812500 Penalty: 2432.784912
	Iteration 40F: 3 clusters Score -202828.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -202833.281250 Penalty: 2432.784912
	Iteration 41Q: 3 clusters Score -202833.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -202835.312500 Penalty: 2432.784912
	Iteration 42Q: 3 clusters Score -202835.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -202837.468750 Penalty: 2432.784912
	Iteration 43Q: 3 clusters Score -202837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -202837.750000 Penalty: 2432.784912
	Iteration 44Q: 3 clusters Score -202837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -202837.921875 Penalty: 2432.784912
	Iteration 45Q: 3 clusters Score -202837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -202839.000000 Penalty: 2432.784912
	Iteration 46Q: 3 clusters Score -202839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -202839.812500 Penalty: 2432.784912
	Iteration 47Q: 3 clusters Score -202839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -202839.812500 Penalty: 2432.784912
	Iteration 48F: 3 clusters Score -202839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -14014.414062 Penalty: 850.055176
	Iteration 0F: 2 clusters Score -14014.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13414.522461 Penalty: 1700.110352
	Iteration 0F: 3 clusters Score -13414.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13509.937500 Penalty: 1700.110352
	Iteration 1F: 3 clusters Score -13509.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13558.378906 Penalty: 1700.110352
	Iteration 2Q: 3 clusters Score -13558.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13577.565430 Penalty: 1700.110352
	Iteration 3Q: 3 clusters Score -13577.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13600.622070 Penalty: 1700.110352
	Iteration 4Q: 3 clusters Score -13600.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13606.793945 Penalty: 1700.110352
	Iteration 5Q: 3 clusters Score -13606.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13608.220703 Penalty: 1700.110352
	Iteration 6Q: 3 clusters Score -13608.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13615.091797 Penalty: 1700.110352
	Iteration 7Q: 3 clusters Score -13615.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13615.091797 Penalty: 1700.110352
	Iteration 8F: 3 clusters Score -13615.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -123632.414062 Penalty: 1153.082642
	Iteration 0F: 2 clusters Score -123632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122090.507812 Penalty: 2306.165283
	Iteration 0F: 3 clusters Score -122090.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -122422.835938 Penalty: 2306.165283
	Iteration 1F: 3 clusters Score -122422.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -122513.023438 Penalty: 2306.165283
	Iteration 2F: 3 clusters Score -122513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122569.625000 Penalty: 2306.165283
	Iteration 3Q: 3 clusters Score -122569.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122613.164062 Penalty: 2306.165283
	Iteration 4Q: 3 clusters Score -122613.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122638.468750 Penalty: 2306.165283
	Iteration 5Q: 3 clusters Score -122638.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122655.593750 Penalty: 2306.165283
	Iteration 6Q: 3 clusters Score -122655.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122674.281250 Penalty: 2306.165283
	Iteration 7Q: 3 clusters Score -122674.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122682.820312 Penalty: 2306.165283
	Iteration 8Q: 3 clusters Score -122682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122688.429688 Penalty: 2306.165283
	Iteration 9Q: 3 clusters Score -122688.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122694.531250 Penalty: 2306.165283
	Iteration 10Q: 3 clusters Score -122694.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122700.023438 Penalty: 2306.165283
	Iteration 11Q: 3 clusters Score -122700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122705.742188 Penalty: 2306.165283
	Iteration 12Q: 3 clusters Score -122705.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122709.984375 Penalty: 2306.165283
	Iteration 13Q: 3 clusters Score -122710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122711.671875 Penalty: 2306.165283
	Iteration 14Q: 3 clusters Score -122711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122714.007812 Penalty: 2306.165283
	Iteration 15Q: 3 clusters Score -122714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122716.781250 Penalty: 2306.165283
	Iteration 16Q: 3 clusters Score -122716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122717.671875 Penalty: 2306.165283
	Iteration 17Q: 3 clusters Score -122717.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -122718.015625 Penalty: 2306.165283
	Iteration 18Q: 3 clusters Score -122718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122718.773438 Penalty: 2306.165283
	Iteration 19Q: 3 clusters Score -122718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122719.132812 Penalty: 2306.165283
	Iteration 20F: 3 clusters Score -122719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -122719.843750 Penalty: 2306.165283
	Iteration 21Q: 3 clusters Score -122719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -122719.843750 Penalty: 2306.165283
	Iteration 22F: 3 clusters Score -122719.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Entering Unmasked Estep 
Score: -1083416.625000 Penalty: 1486.867310
	Iteration 0F: 2 clusters Score -1083417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1076649.125000 Penalty: 2973.734619
	Iteration 0F: 3 clusters Score -1076649 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1078998.375000 Penalty: 2973.734619
	Iteration 1F: 3 clusters Score -1078998 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1079210.875000 Penalty: 2973.734619
	Iteration 2F: 3 clusters Score -1079211 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1079405.250000 Penalty: 2973.734619
	Iteration 3Q: 3 clusters Score -1079405 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1079611.250000 Penalty: 2973.734619
	Iteration 4Q: 3 clusters Score -1079611 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1079834.000000 Penalty: 2973.734619
	Iteration 5Q: 3 clusters Score -1079834 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1080121.625000 Penalty: 2973.734619
	Iteration 6Q: 3 clusters Score -1080122 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1080471.750000 Penalty: 2973.734619
	Iteration 7F: 3 clusters Score -1080472 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1080845.750000 Penalty: 2973.734619
	Iteration 8F: 3 clusters Score -1080846 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1081255.125000 Penalty: 2973.734619
	Iteration 9F: 3 clusters Score -1081255 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1081566.500000 Penalty: 2973.734619
	Iteration 10Q: 3 clusters Score -1081566 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1081782.500000 Penalty: 2973.734619
	Iteration 11Q: 3 clusters Score -1081782 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1081922.875000 Penalty: 2973.734619
	Iteration 12Q: 3 clusters Score -1081923 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1082013.750000 Penalty: 2973.734619
	Iteration 13Q: 3 clusters Score -1082014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1082082.500000 Penalty: 2973.734619
	Iteration 14Q: 3 clusters Score -1082082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1082131.125000 Penalty: 2973.734619
	Iteration 15Q: 3 clusters Score -1082131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1082155.750000 Penalty: 2973.734619
	Iteration 16Q: 3 clusters Score -1082156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1082172.250000 Penalty: 2973.734619
	Iteration 17Q: 3 clusters Score -1082172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1082182.000000 Penalty: 2973.734619
	Iteration 18Q: 3 clusters Score -1082182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1082190.000000 Penalty: 2973.734619
	Iteration 19Q: 3 clusters Score -1082190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1082201.750000 Penalty: 2973.734619
	Iteration 20F: 3 clusters Score -1082202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1082204.000000 Penalty: 2973.734619
	Iteration 21Q: 3 clusters Score -1082204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1082206.250000 Penalty: 2973.734619
	Iteration 22Q: 3 clusters Score -1082206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1082207.875000 Penalty: 2973.734619
	Iteration 23Q: 3 clusters Score -1082208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1082208.375000 Penalty: 2973.734619
	Iteration 24Q: 3 clusters Score -1082208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1082211.750000 Penalty: 2973.734619
	Iteration 25Q: 3 clusters Score -1082212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1082211.750000 Penalty: 2973.734619
	Iteration 26F: 3 clusters Score -1082212 nChanged 0
--- Evaluating fit on full set of 2278154 points ---
Entering Unmasked Estep 
Score: -257206736.000000 Penalty: 76122.156250
24->33 Clusters: Score -257206736.000000, best is -257261696.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 759384 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 31760 members 
Mstep: Class 3 contains 31440 members 
Mstep: Class 4 contains 31592 members 
Mstep: Class 5 contains 31531 members 
Mstep: Class 6 contains 31642 members 
Mstep: Class 7 contains 31605 members 
Mstep: Class 8 contains 31993 members 
Mstep: Class 9 contains 31293 members 
Mstep: Class 10 contains 31940 members 
Mstep: Class 11 contains 31363 members 
Mstep: Class 12 contains 31789 members 
Mstep: Class 13 contains 31559 members 
Mstep: Class 14 contains 31691 members 
Mstep: Class 15 contains 31847 members 
Mstep: Class 16 contains 31806 members 
Mstep: Class 17 contains 31679 members 
Mstep: Class 18 contains 31679 members 
Mstep: Class 19 contains 31501 members 
Mstep: Class 20 contains 31518 members 
Mstep: Class 21 contains 31135 members 
Mstep: Class 22 contains 31890 members 
Mstep: Class 23 contains 31658 members 
Mstep: Class 24 contains 31688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 678.921753 but Gain 2200.292969
Score: -83269840.000000 Penalty: 50606.734375
Iteration 0F: 24 clusters Score -8.326984e+07 nChanged 725962
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 50035 members 
Mstep: Class 3 contains 48722 members 
Mstep: Class 4 contains 27519 members 
Mstep: Class 5 contains 22512 members 
Mstep: Class 6 contains 45332 members 
Mstep: Class 7 contains 21276 members 
Mstep: Class 8 contains 56934 members 
Mstep: Class 9 contains 25711 members 
Mstep: Class 10 contains 29224 members 
Mstep: Class 11 contains 32678 members 
Mstep: Class 12 contains 9911 members 
Mstep: Class 13 contains 24185 members 
Mstep: Class 14 contains 52961 members 
Mstep: Class 15 contains 15301 members 
Mstep: Class 16 contains 46528 members 
Mstep: Class 17 contains 27483 members 
Mstep: Class 19 contains 63728 members 
Mstep: Class 20 contains 18995 members 
Mstep: Class 21 contains 15725 members 
Mstep: Class 22 contains 30756 members 
Mstep: Class 23 contains 38023 members 
Mstep: Class 24 contains 24915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84975456.000000 Penalty: 50606.734375
Iteration 1F: 24 clusters Score -8.497546e+07 nChanged 263429
Entering Unmasked Mstep 
Mstep: Class 0 contains 393 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 56842 members 
Mstep: Class 3 contains 52110 members 
Mstep: Class 4 contains 24936 members 
Mstep: Class 5 contains 24273 members 
Mstep: Class 6 contains 33071 members 
Mstep: Class 7 contains 19234 members 
Mstep: Class 8 contains 75429 members 
Mstep: Class 9 contains 18215 members 
Mstep: Class 10 contains 24518 members 
Mstep: Class 11 contains 31039 members 
Mstep: Class 12 contains 5069 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 56818 members 
Mstep: Class 15 contains 22179 members 
Mstep: Class 16 contains 57717 members 
Mstep: Class 17 contains 22143 members 
Mstep: Class 19 contains 75313 members 
Mstep: Class 20 contains 11394 members 
Mstep: Class 21 contains 11555 members 
Mstep: Class 22 contains 28100 members 
Mstep: Class 23 contains 42823 members 
Mstep: Class 24 contains 16660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85318592.000000 Penalty: 50606.734375
Iteration 2F: 24 clusters Score -8.531859e+07 nChanged 180006
Entering Unmasked Mstep 
Mstep: Class 0 contains 327 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 57044 members 
Mstep: Class 3 contains 49217 members 
Mstep: Class 4 contains 20461 members 
Mstep: Class 5 contains 24079 members 
Mstep: Class 6 contains 23457 members 
Mstep: Class 7 contains 19726 members 
Mstep: Class 8 contains 87222 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 26767 members 
Mstep: Class 11 contains 43706 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 23481 members 
Mstep: Class 14 contains 56735 members 
Mstep: Class 15 contains 26187 members 
Mstep: Class 16 contains 59680 members 
Mstep: Class 17 contains 17898 members 
Mstep: Class 19 contains 82247 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 7992 members 
Mstep: Class 22 contains 23935 members 
Mstep: Class 23 contains 41263 members 
Mstep: Class 24 contains 13602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1335.686890 but Gain 2200.292969
Score: -85510384.000000 Penalty: 48406.441406
Iteration 3F: 23 clusters Score -8.551038e+07 nChanged 152413
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 54349 members 
Mstep: Class 3 contains 43751 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 23242 members 
Mstep: Class 6 contains 16391 members 
Mstep: Class 7 contains 20088 members 
Mstep: Class 8 contains 98962 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 10 contains 31545 members 
Mstep: Class 11 contains 63585 members 
Mstep: Class 13 contains 30942 members 
Mstep: Class 14 contains 52822 members 
Mstep: Class 15 contains 26905 members 
Mstep: Class 16 contains 57495 members 
Mstep: Class 17 contains 13438 members 
Mstep: Class 19 contains 86686 members 
Mstep: Class 20 contains 3491 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 19065 members 
Mstep: Class 23 contains 37102 members 
Mstep: Class 24 contains 12926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85650320.000000 Penalty: 48406.441406
Iteration 4F: 23 clusters Score -8.565032e+07 nChanged 130048
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 50709 members 
Mstep: Class 3 contains 38760 members 
Mstep: Class 4 contains 12075 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 11134 members 
Mstep: Class 7 contains 18499 members 
Mstep: Class 8 contains 111713 members 
Mstep: Class 9 contains 17975 members 
Mstep: Class 10 contains 34962 members 
Mstep: Class 11 contains 84920 members 
Mstep: Class 13 contains 41657 members 
Mstep: Class 14 contains 47292 members 
Mstep: Class 15 contains 27097 members 
Mstep: Class 16 contains 52439 members 
Mstep: Class 17 contains 9215 members 
Mstep: Class 19 contains 90263 members 
Mstep: Class 20 contains 1781 members 
Mstep: Class 21 contains 3945 members 
Mstep: Class 22 contains 14269 members 
Mstep: Class 23 contains 32115 members 
Mstep: Class 24 contains 12621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85760944.000000 Penalty: 48406.441406
Iteration 5F: 23 clusters Score -8.576094e+07 nChanged 112387
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 46934 members 
Mstep: Class 3 contains 35542 members 
Mstep: Class 4 contains 8998 members 
Mstep: Class 5 contains 20132 members 
Mstep: Class 6 contains 8407 members 
Mstep: Class 7 contains 14958 members 
Mstep: Class 8 contains 125212 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 36374 members 
Mstep: Class 11 contains 106279 members 
Mstep: Class 13 contains 51425 members 
Mstep: Class 14 contains 40853 members 
Mstep: Class 15 contains 27301 members 
Mstep: Class 16 contains 46554 members 
Mstep: Class 17 contains 5962 members 
Mstep: Class 19 contains 94070 members 
Mstep: Class 20 contains 1292 members 
Mstep: Class 21 contains 3159 members 
Mstep: Class 22 contains 10082 members 
Mstep: Class 23 contains 26885 members 
Mstep: Class 24 contains 11846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85857352.000000 Penalty: 48406.441406
Iteration 6F: 23 clusters Score -8.585735e+07 nChanged 96949
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 43059 members 
Mstep: Class 3 contains 34202 members 
Mstep: Class 4 contains 6821 members 
Mstep: Class 5 contains 19732 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 10613 members 
Mstep: Class 8 contains 136577 members 
Mstep: Class 9 contains 9959 members 
Mstep: Class 10 contains 36250 members 
Mstep: Class 11 contains 126522 members 
Mstep: Class 13 contains 58606 members 
Mstep: Class 14 contains 34717 members 
Mstep: Class 15 contains 27382 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 19 contains 98105 members 
Mstep: Class 20 contains 1732 members 
Mstep: Class 21 contains 2802 members 
Mstep: Class 22 contains 6639 members 
Mstep: Class 23 contains 21536 members 
Mstep: Class 24 contains 10780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85932288.000000 Penalty: 48406.441406
Iteration 7F: 23 clusters Score -8.593229e+07 nChanged 80148
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 39915 members 
Mstep: Class 3 contains 34274 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 19907 members 
Mstep: Class 6 contains 5432 members 
Mstep: Class 7 contains 6761 members 
Mstep: Class 8 contains 142829 members 
Mstep: Class 9 contains 6491 members 
Mstep: Class 10 contains 35799 members 
Mstep: Class 11 contains 142877 members 
Mstep: Class 13 contains 63437 members 
Mstep: Class 14 contains 30021 members 
Mstep: Class 15 contains 27580 members 
Mstep: Class 16 contains 36271 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 19 contains 101942 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 2620 members 
Mstep: Class 22 contains 4256 members 
Mstep: Class 23 contains 16648 members 
Mstep: Class 24 contains 10880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85975760.000000 Penalty: 48406.441406
Iteration 8F: 23 clusters Score -8.597576e+07 nChanged 62494
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 37905 members 
Mstep: Class 3 contains 35338 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 20269 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 4216 members 
Mstep: Class 8 contains 143718 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 35505 members 
Mstep: Class 11 contains 153285 members 
Mstep: Class 13 contains 67009 members 
Mstep: Class 14 contains 26963 members 
Mstep: Class 15 contains 27784 members 
Mstep: Class 16 contains 33332 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 19 contains 105774 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 2539 members 
Mstep: Class 22 contains 2902 members 
Mstep: Class 23 contains 12786 members 
Mstep: Class 24 contains 11039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2128.868164 but Gain 2200.292969
Score: -86005792.000000 Penalty: 46206.148438
Iteration 9F: 22 clusters Score -8.600579e+07 nChanged 50138
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 36687 members 
Mstep: Class 3 contains 37434 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 141628 members 
Mstep: Class 9 contains 3437 members 
Mstep: Class 10 contains 35452 members 
Mstep: Class 11 contains 160086 members 
Mstep: Class 13 contains 69654 members 
Mstep: Class 14 contains 25364 members 
Mstep: Class 15 contains 28114 members 
Mstep: Class 16 contains 32007 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 19 contains 109284 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 23 contains 10058 members 
Mstep: Class 24 contains 11086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2072.658936 but Gain 2200.292969
Score: -86028128.000000 Penalty: 44005.855469
Iteration 10F: 21 clusters Score -8.602813e+07 nChanged 40029
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 36018 members 
Mstep: Class 3 contains 39951 members 
Mstep: Class 4 contains 2773 members 
Mstep: Class 5 contains 20725 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 8 contains 137740 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 35498 members 
Mstep: Class 11 contains 163995 members 
Mstep: Class 13 contains 71555 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 28491 members 
Mstep: Class 16 contains 31882 members 
Mstep: Class 17 contains 1314 members 
Mstep: Class 19 contains 111842 members 
Mstep: Class 20 contains 2184 members 
Mstep: Class 21 contains 2749 members 
Mstep: Class 23 contains 8112 members 
Mstep: Class 24 contains 11134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86047232.000000 Penalty: 44005.855469
Iteration 11F: 21 clusters Score -8.604723e+07 nChanged 31705
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 35954 members 
Mstep: Class 3 contains 42783 members 
Mstep: Class 4 contains 2364 members 
Mstep: Class 5 contains 20688 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 8 contains 132748 members 
Mstep: Class 9 contains 2648 members 
Mstep: Class 10 contains 35624 members 
Mstep: Class 11 contains 165203 members 
Mstep: Class 13 contains 72999 members 
Mstep: Class 14 contains 24754 members 
Mstep: Class 15 contains 28721 members 
Mstep: Class 16 contains 32576 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 19 contains 113350 members 
Mstep: Class 20 contains 2207 members 
Mstep: Class 21 contains 2866 members 
Mstep: Class 23 contains 6589 members 
Mstep: Class 24 contains 11191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86061944.000000 Penalty: 44005.855469
Iteration 12Q: 21 clusters Score -8.606194e+07 nChanged 27533
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 45597 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 20543 members 
Mstep: Class 6 contains 3710 members 
Mstep: Class 8 contains 127886 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 35673 members 
Mstep: Class 11 contains 165587 members 
Mstep: Class 13 contains 74245 members 
Mstep: Class 14 contains 24733 members 
Mstep: Class 15 contains 28891 members 
Mstep: Class 16 contains 34008 members 
Mstep: Class 17 contains 659 members 
Mstep: Class 19 contains 114205 members 
Mstep: Class 20 contains 2243 members 
Mstep: Class 21 contains 2959 members 
Mstep: Class 23 contains 5452 members 
Mstep: Class 24 contains 11257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2143.257568 but Gain 2200.292969
Score: -86074288.000000 Penalty: 41805.562500
Iteration 13Q: 20 clusters Score -8.607429e+07 nChanged 25904
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 37131 members 
Mstep: Class 3 contains 48228 members 
Mstep: Class 5 contains 20652 members 
Mstep: Class 6 contains 3694 members 
Mstep: Class 8 contains 123397 members 
Mstep: Class 9 contains 2241 members 
Mstep: Class 10 contains 35729 members 
Mstep: Class 11 contains 165451 members 
Mstep: Class 13 contains 75397 members 
Mstep: Class 14 contains 24786 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 35885 members 
Mstep: Class 17 contains 573 members 
Mstep: Class 19 contains 115423 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 23 contains 4569 members 
Mstep: Class 24 contains 11323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86086056.000000 Penalty: 41805.562500
Iteration 14Q: 20 clusters Score -8.608606e+07 nChanged 21680
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 37794 members 
Mstep: Class 3 contains 50631 members 
Mstep: Class 5 contains 20373 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 8 contains 119217 members 
Mstep: Class 9 contains 2121 members 
Mstep: Class 10 contains 35796 members 
Mstep: Class 11 contains 164883 members 
Mstep: Class 13 contains 76463 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 16 contains 38024 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 19 contains 115291 members 
Mstep: Class 20 contains 2288 members 
Mstep: Class 21 contains 3134 members 
Mstep: Class 23 contains 3740 members 
Mstep: Class 24 contains 11369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86094608.000000 Penalty: 41805.562500
Iteration 15Q: 20 clusters Score -8.609461e+07 nChanged 18968
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 38497 members 
Mstep: Class 3 contains 52711 members 
Mstep: Class 5 contains 20034 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 8 contains 115673 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 35824 members 
Mstep: Class 11 contains 164206 members 
Mstep: Class 13 contains 77425 members 
Mstep: Class 14 contains 24741 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 40380 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 19 contains 114774 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 3198 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 11432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86101088.000000 Penalty: 41805.562500
Iteration 16Q: 20 clusters Score -8.610109e+07 nChanged 16635
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 39366 members 
Mstep: Class 3 contains 54591 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 3840 members 
Mstep: Class 8 contains 112742 members 
Mstep: Class 9 contains 1975 members 
Mstep: Class 10 contains 35826 members 
Mstep: Class 11 contains 163249 members 
Mstep: Class 13 contains 78264 members 
Mstep: Class 14 contains 24628 members 
Mstep: Class 15 contains 28769 members 
Mstep: Class 16 contains 42673 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 19 contains 113934 members 
Mstep: Class 20 contains 2320 members 
Mstep: Class 21 contains 3230 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 11487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86106984.000000 Penalty: 41805.562500
Iteration 17Q: 20 clusters Score -8.610698e+07 nChanged 14726
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 40250 members 
Mstep: Class 3 contains 56229 members 
Mstep: Class 5 contains 19474 members 
Mstep: Class 6 contains 3901 members 
Mstep: Class 8 contains 110473 members 
Mstep: Class 9 contains 1915 members 
Mstep: Class 10 contains 35761 members 
Mstep: Class 11 contains 162309 members 
Mstep: Class 13 contains 78991 members 
Mstep: Class 14 contains 24463 members 
Mstep: Class 15 contains 28643 members 
Mstep: Class 16 contains 44862 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 19 contains 112863 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 3246 members 
Mstep: Class 23 contains 2417 members 
Mstep: Class 24 contains 11536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86111920.000000 Penalty: 41805.562500
Iteration 18Q: 20 clusters Score -8.611192e+07 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 41080 members 
Mstep: Class 3 contains 57635 members 
Mstep: Class 5 contains 19243 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 8 contains 108644 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 35643 members 
Mstep: Class 11 contains 161390 members 
Mstep: Class 13 contains 79571 members 
Mstep: Class 14 contains 24186 members 
Mstep: Class 15 contains 28528 members 
Mstep: Class 16 contains 47090 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 19 contains 111758 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 3261 members 
Mstep: Class 23 contains 2173 members 
Mstep: Class 24 contains 11561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86115992.000000 Penalty: 41805.562500
Iteration 19Q: 20 clusters Score -8.611599e+07 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 42015 members 
Mstep: Class 3 contains 58866 members 
Mstep: Class 5 contains 19004 members 
Mstep: Class 6 contains 4096 members 
Mstep: Class 8 contains 107159 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 35497 members 
Mstep: Class 11 contains 160497 members 
Mstep: Class 13 contains 79988 members 
Mstep: Class 14 contains 23846 members 
Mstep: Class 15 contains 28391 members 
Mstep: Class 16 contains 49244 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 19 contains 110638 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3274 members 
Mstep: Class 23 contains 1990 members 
Mstep: Class 24 contains 11586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86120520.000000 Penalty: 41805.562500
Iteration 20F: 20 clusters Score -8.612052e+07 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 42857 members 
Mstep: Class 3 contains 60047 members 
Mstep: Class 5 contains 18770 members 
Mstep: Class 6 contains 4219 members 
Mstep: Class 8 contains 105900 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 35316 members 
Mstep: Class 11 contains 159540 members 
Mstep: Class 13 contains 80329 members 
Mstep: Class 14 contains 23408 members 
Mstep: Class 15 contains 28270 members 
Mstep: Class 16 contains 51476 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 19 contains 109496 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3284 members 
Mstep: Class 23 contains 1837 members 
Mstep: Class 24 contains 11609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2144.617188 but Gain 2200.292969
Score: -86124664.000000 Penalty: 39605.269531
Iteration 21Q: 19 clusters Score -8.612466e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 44360 members 
Mstep: Class 3 contains 61205 members 
Mstep: Class 5 contains 18669 members 
Mstep: Class 6 contains 4357 members 
Mstep: Class 8 contains 105066 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 35200 members 
Mstep: Class 11 contains 158573 members 
Mstep: Class 13 contains 80552 members 
Mstep: Class 14 contains 22963 members 
Mstep: Class 15 contains 28141 members 
Mstep: Class 16 contains 53682 members 
Mstep: Class 17 contains 596 members 
Mstep: Class 19 contains 108939 members 
Mstep: Class 20 contains 2338 members 
Mstep: Class 21 contains 3286 members 
Mstep: Class 24 contains 11632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86129272.000000 Penalty: 39605.269531
Iteration 22Q: 19 clusters Score -8.612927e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 45516 members 
Mstep: Class 3 contains 62295 members 
Mstep: Class 5 contains 18391 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 8 contains 104206 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 35072 members 
Mstep: Class 11 contains 157578 members 
Mstep: Class 13 contains 80674 members 
Mstep: Class 14 contains 22489 members 
Mstep: Class 15 contains 28019 members 
Mstep: Class 16 contains 55596 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 19 contains 107600 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 24 contains 11654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86131704.000000 Penalty: 39605.269531
Iteration 23Q: 19 clusters Score -8.61317e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 46706 members 
Mstep: Class 3 contains 63308 members 
Mstep: Class 5 contains 18119 members 
Mstep: Class 6 contains 4601 members 
Mstep: Class 8 contains 103652 members 
Mstep: Class 9 contains 1679 members 
Mstep: Class 10 contains 34920 members 
Mstep: Class 11 contains 156625 members 
Mstep: Class 13 contains 80758 members 
Mstep: Class 14 contains 22047 members 
Mstep: Class 15 contains 27894 members 
Mstep: Class 16 contains 57337 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 19 contains 106142 members 
Mstep: Class 20 contains 2340 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 24 contains 11670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86133768.000000 Penalty: 39605.269531
Iteration 24Q: 19 clusters Score -8.613377e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 48084 members 
Mstep: Class 3 contains 64242 members 
Mstep: Class 5 contains 17866 members 
Mstep: Class 6 contains 4697 members 
Mstep: Class 8 contains 103172 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 34783 members 
Mstep: Class 11 contains 155739 members 
Mstep: Class 13 contains 80701 members 
Mstep: Class 14 contains 21565 members 
Mstep: Class 15 contains 27786 members 
Mstep: Class 16 contains 58982 members 
Mstep: Class 17 contains 584 members 
Mstep: Class 19 contains 104650 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3258 members 
Mstep: Class 24 contains 11688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86135920.000000 Penalty: 39605.269531
Iteration 25Q: 19 clusters Score -8.613592e+07 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 49695 members 
Mstep: Class 3 contains 65133 members 
Mstep: Class 5 contains 17643 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 8 contains 102698 members 
Mstep: Class 9 contains 1629 members 
Mstep: Class 10 contains 34629 members 
Mstep: Class 11 contains 154960 members 
Mstep: Class 13 contains 80622 members 
Mstep: Class 14 contains 21051 members 
Mstep: Class 15 contains 27658 members 
Mstep: Class 16 contains 60542 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 19 contains 103008 members 
Mstep: Class 20 contains 2323 members 
Mstep: Class 21 contains 3256 members 
Mstep: Class 24 contains 11689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86137040.000000 Penalty: 39605.269531
Iteration 26Q: 19 clusters Score -8.613704e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 51478 members 
Mstep: Class 3 contains 65989 members 
Mstep: Class 5 contains 17421 members 
Mstep: Class 6 contains 4854 members 
Mstep: Class 8 contains 102269 members 
Mstep: Class 9 contains 1609 members 
Mstep: Class 10 contains 34495 members 
Mstep: Class 11 contains 154251 members 
Mstep: Class 13 contains 80459 members 
Mstep: Class 14 contains 20560 members 
Mstep: Class 15 contains 27515 members 
Mstep: Class 16 contains 62088 members 
Mstep: Class 17 contains 582 members 
Mstep: Class 19 contains 101206 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 3266 members 
Mstep: Class 24 contains 11694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86138216.000000 Penalty: 39605.269531
Iteration 27Q: 19 clusters Score -8.613822e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 53504 members 
Mstep: Class 3 contains 66749 members 
Mstep: Class 5 contains 17187 members 
Mstep: Class 6 contains 4906 members 
Mstep: Class 8 contains 101880 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 34369 members 
Mstep: Class 11 contains 153619 members 
Mstep: Class 13 contains 80202 members 
Mstep: Class 14 contains 20097 members 
Mstep: Class 15 contains 27375 members 
Mstep: Class 16 contains 63633 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 99151 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 3298 members 
Mstep: Class 24 contains 11700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86139120.000000 Penalty: 39605.269531
Iteration 28Q: 19 clusters Score -8.613912e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 55820 members 
Mstep: Class 3 contains 67431 members 
Mstep: Class 5 contains 16945 members 
Mstep: Class 6 contains 4942 members 
Mstep: Class 8 contains 101587 members 
Mstep: Class 9 contains 1570 members 
Mstep: Class 10 contains 34205 members 
Mstep: Class 11 contains 152970 members 
Mstep: Class 13 contains 79898 members 
Mstep: Class 14 contains 19667 members 
Mstep: Class 15 contains 27240 members 
Mstep: Class 16 contains 65120 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 19 contains 96904 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 3348 members 
Mstep: Class 24 contains 11696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86140472.000000 Penalty: 39605.269531
Iteration 29Q: 19 clusters Score -8.614047e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 58261 members 
Mstep: Class 3 contains 68044 members 
Mstep: Class 5 contains 16699 members 
Mstep: Class 6 contains 4988 members 
Mstep: Class 8 contains 101240 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 34073 members 
Mstep: Class 11 contains 152370 members 
Mstep: Class 13 contains 79573 members 
Mstep: Class 14 contains 19204 members 
Mstep: Class 15 contains 27115 members 
Mstep: Class 16 contains 66496 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 19 contains 94693 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 3418 members 
Mstep: Class 24 contains 11687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86142344.000000 Penalty: 39605.269531
Iteration 30Q: 19 clusters Score -8.614234e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 60844 members 
Mstep: Class 3 contains 68616 members 
Mstep: Class 5 contains 16415 members 
Mstep: Class 6 contains 5050 members 
Mstep: Class 8 contains 100839 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 33992 members 
Mstep: Class 11 contains 151927 members 
Mstep: Class 13 contains 79212 members 
Mstep: Class 14 contains 18718 members 
Mstep: Class 15 contains 26985 members 
Mstep: Class 16 contains 67795 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 19 contains 92402 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 24 contains 11694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86144152.000000 Penalty: 39605.269531
Iteration 31Q: 19 clusters Score -8.614415e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 63488 members 
Mstep: Class 3 contains 69189 members 
Mstep: Class 5 contains 16094 members 
Mstep: Class 6 contains 5098 members 
Mstep: Class 8 contains 100313 members 
Mstep: Class 9 contains 1539 members 
Mstep: Class 10 contains 33918 members 
Mstep: Class 11 contains 151502 members 
Mstep: Class 13 contains 78864 members 
Mstep: Class 14 contains 18253 members 
Mstep: Class 15 contains 26866 members 
Mstep: Class 16 contains 68997 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 19 contains 90268 members 
Mstep: Class 20 contains 2241 members 
Mstep: Class 21 contains 3525 members 
Mstep: Class 24 contains 11687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86145552.000000 Penalty: 39605.269531
Iteration 32Q: 19 clusters Score -8.614555e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 66125 members 
Mstep: Class 3 contains 69736 members 
Mstep: Class 5 contains 15742 members 
Mstep: Class 6 contains 5128 members 
Mstep: Class 8 contains 99740 members 
Mstep: Class 9 contains 1529 members 
Mstep: Class 10 contains 33850 members 
Mstep: Class 11 contains 151033 members 
Mstep: Class 13 contains 78524 members 
Mstep: Class 14 contains 17796 members 
Mstep: Class 15 contains 26770 members 
Mstep: Class 16 contains 70196 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 19 contains 88231 members 
Mstep: Class 20 contains 2228 members 
Mstep: Class 21 contains 3554 members 
Mstep: Class 24 contains 11684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86146656.000000 Penalty: 39605.269531
Iteration 33Q: 19 clusters Score -8.614666e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 68922 members 
Mstep: Class 3 contains 70272 members 
Mstep: Class 5 contains 15370 members 
Mstep: Class 6 contains 5165 members 
Mstep: Class 8 contains 99023 members 
Mstep: Class 9 contains 1509 members 
Mstep: Class 10 contains 33799 members 
Mstep: Class 11 contains 150540 members 
Mstep: Class 13 contains 78230 members 
Mstep: Class 14 contains 17384 members 
Mstep: Class 15 contains 26677 members 
Mstep: Class 16 contains 71325 members 
Mstep: Class 17 contains 578 members 
Mstep: Class 19 contains 86192 members 
Mstep: Class 20 contains 2214 members 
Mstep: Class 21 contains 3585 members 
Mstep: Class 24 contains 11684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86148640.000000 Penalty: 39605.269531
Iteration 34Q: 19 clusters Score -8.614864e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 71807 members 
Mstep: Class 3 contains 70836 members 
Mstep: Class 5 contains 14940 members 
Mstep: Class 6 contains 5195 members 
Mstep: Class 8 contains 98212 members 
Mstep: Class 9 contains 1495 members 
Mstep: Class 10 contains 33745 members 
Mstep: Class 11 contains 150053 members 
Mstep: Class 13 contains 78000 members 
Mstep: Class 14 contains 17007 members 
Mstep: Class 15 contains 26558 members 
Mstep: Class 16 contains 72316 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 84229 members 
Mstep: Class 20 contains 2197 members 
Mstep: Class 21 contains 3612 members 
Mstep: Class 24 contains 11686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86150312.000000 Penalty: 39605.269531
Iteration 35Q: 19 clusters Score -8.615031e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 74676 members 
Mstep: Class 3 contains 71410 members 
Mstep: Class 5 contains 14405 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 8 contains 97210 members 
Mstep: Class 9 contains 1489 members 
Mstep: Class 10 contains 33682 members 
Mstep: Class 11 contains 149573 members 
Mstep: Class 13 contains 77764 members 
Mstep: Class 14 contains 16706 members 
Mstep: Class 15 contains 26442 members 
Mstep: Class 16 contains 73297 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 82525 members 
Mstep: Class 20 contains 2181 members 
Mstep: Class 21 contains 3634 members 
Mstep: Class 24 contains 11682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86152080.000000 Penalty: 39605.269531
Iteration 36Q: 19 clusters Score -8.615208e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 77404 members 
Mstep: Class 3 contains 71972 members 
Mstep: Class 5 contains 13772 members 
Mstep: Class 6 contains 5251 members 
Mstep: Class 8 contains 96162 members 
Mstep: Class 9 contains 1487 members 
Mstep: Class 10 contains 33628 members 
Mstep: Class 11 contains 149141 members 
Mstep: Class 13 contains 77503 members 
Mstep: Class 14 contains 16473 members 
Mstep: Class 15 contains 26302 members 
Mstep: Class 16 contains 74214 members 
Mstep: Class 17 contains 580 members 
Mstep: Class 19 contains 81091 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 3643 members 
Mstep: Class 24 contains 11692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86154128.000000 Penalty: 39605.269531
Iteration 37Q: 19 clusters Score -8.615413e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 80175 members 
Mstep: Class 3 contains 72527 members 
Mstep: Class 5 contains 13101 members 
Mstep: Class 6 contains 5299 members 
Mstep: Class 8 contains 95007 members 
Mstep: Class 9 contains 1494 members 
Mstep: Class 10 contains 33554 members 
Mstep: Class 11 contains 148655 members 
Mstep: Class 13 contains 77222 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 26198 members 
Mstep: Class 16 contains 74964 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 19 contains 79902 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 3659 members 
Mstep: Class 24 contains 11689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86155664.000000 Penalty: 39605.269531
Iteration 38Q: 19 clusters Score -8.615566e+07 nChanged 7893
Entering ConstructFrom: 
Score: -86155664.000000 Penalty: 39605.269531
Entering ConstructFrom: 
Trying to split cluster 1 (16787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Entering Unmasked Estep 
Score: -1947291.500000 Penalty: 1580.858521
	Iteration 0F: 2 clusters Score -1947292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1935726.125000 Penalty: 3161.717041
	Iteration 0F: 3 clusters Score -1935726 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1939770.000000 Penalty: 3161.717041
	Iteration 1F: 3 clusters Score -1939770 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1940090.875000 Penalty: 3161.717041
	Iteration 2F: 3 clusters Score -1940091 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1940372.375000 Penalty: 3161.717041
	Iteration 3Q: 3 clusters Score -1940372 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1940680.500000 Penalty: 3161.717041
	Iteration 4Q: 3 clusters Score -1940680 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1941100.500000 Penalty: 3161.717041
	Iteration 5Q: 3 clusters Score -1941100 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1941594.625000 Penalty: 3161.717041
	Iteration 6Q: 3 clusters Score -1941595 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1942208.375000 Penalty: 3161.717041
	Iteration 7F: 3 clusters Score -1942208 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1942928.875000 Penalty: 3161.717041
	Iteration 8F: 3 clusters Score -1942929 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1943716.625000 Penalty: 3161.717041
	Iteration 9F: 3 clusters Score -1943717 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1944424.000000 Penalty: 3161.717041
	Iteration 10F: 3 clusters Score -1944424 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1944991.625000 Penalty: 3161.717041
	Iteration 11Q: 3 clusters Score -1944992 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1945369.125000 Penalty: 3161.717041
	Iteration 12Q: 3 clusters Score -1945369 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1945609.375000 Penalty: 3161.717041
	Iteration 13Q: 3 clusters Score -1945609 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1945773.000000 Penalty: 3161.717041
	Iteration 14Q: 3 clusters Score -1945773 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1945859.750000 Penalty: 3161.717041
	Iteration 15Q: 3 clusters Score -1945860 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1945920.000000 Penalty: 3161.717041
	Iteration 16Q: 3 clusters Score -1945920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1945961.125000 Penalty: 3161.717041
	Iteration 17Q: 3 clusters Score -1945961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1945979.125000 Penalty: 3161.717041
	Iteration 18Q: 3 clusters Score -1945979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1946000.750000 Penalty: 3161.717041
	Iteration 19Q: 3 clusters Score -1946001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1946012.625000 Penalty: 3161.717041
	Iteration 20F: 3 clusters Score -1946013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1946023.250000 Penalty: 3161.717041
	Iteration 21Q: 3 clusters Score -1946023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1946024.375000 Penalty: 3161.717041
	Iteration 22Q: 3 clusters Score -1946024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1946030.000000 Penalty: 3161.717041
	Iteration 23Q: 3 clusters Score -1946030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1946034.125000 Penalty: 3161.717041
	Iteration 24Q: 3 clusters Score -1946034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1946037.000000 Penalty: 3161.717041
	Iteration 25Q: 3 clusters Score -1946037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1946041.500000 Penalty: 3161.717041
	Iteration 26Q: 3 clusters Score -1946042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1946048.875000 Penalty: 3161.717041
	Iteration 27Q: 3 clusters Score -1946049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1946047.375000 Penalty: 3161.717041
	Iteration 28Q: 3 clusters Score -1946047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1946046.500000 Penalty: 3161.717041
	Iteration 29Q: 3 clusters Score -1946046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1946050.000000 Penalty: 3161.717041
	Iteration 30Q: 3 clusters Score -1946050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1946049.875000 Penalty: 3161.717041
	Iteration 31Q: 3 clusters Score -1946050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1946052.250000 Penalty: 3161.717041
	Iteration 32Q: 3 clusters Score -1946052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1946051.250000 Penalty: 3161.717041
	Iteration 33Q: 3 clusters Score -1946051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1946053.875000 Penalty: 3161.717041
	Iteration 34Q: 3 clusters Score -1946054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1946051.750000 Penalty: 3161.717041
	Iteration 35Q: 3 clusters Score -1946052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1946052.375000 Penalty: 3161.717041
	Iteration 36Q: 3 clusters Score -1946052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1946053.375000 Penalty: 3161.717041
	Iteration 37Q: 3 clusters Score -1946053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1946054.250000 Penalty: 3161.717041
	Iteration 38Q: 3 clusters Score -1946054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1946055.625000 Penalty: 3161.717041
	Iteration 39Q: 3 clusters Score -1946056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1946055.625000 Penalty: 3161.717041
	Iteration 40F: 3 clusters Score -1946056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Entering Unmasked Estep 
Score: -9740954.000000 Penalty: 1840.217041
	Iteration 0F: 2 clusters Score -9740954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -9686690.000000 Penalty: 3680.434082
	Iteration 0F: 3 clusters Score -9686690 nChanged 39417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -9709195.000000 Penalty: 3680.434082
	Iteration 1F: 3 clusters Score -9709195 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -9709834.000000 Penalty: 3680.434082
	Iteration 2Q: 3 clusters Score -9709834 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -9710595.000000 Penalty: 3680.434082
	Iteration 3Q: 3 clusters Score -9710595 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -9711327.000000 Penalty: 3680.434082
	Iteration 4Q: 3 clusters Score -9711327 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -9712133.000000 Penalty: 3680.434082
	Iteration 5Q: 3 clusters Score -9712133 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -9713008.000000 Penalty: 3680.434082
	Iteration 6Q: 3 clusters Score -9713008 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -9714095.000000 Penalty: 3680.434082
	Iteration 7Q: 3 clusters Score -9714095 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -9715198.000000 Penalty: 3680.434082
	Iteration 8Q: 3 clusters Score -9715198 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -9716996.000000 Penalty: 3680.434082
	Iteration 9Q: 3 clusters Score -9716996 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -9719393.000000 Penalty: 3680.434082
	Iteration 10Q: 3 clusters Score -9719393 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -9722641.000000 Penalty: 3680.434082
	Iteration 11F: 3 clusters Score -9722641 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -9726491.000000 Penalty: 3680.434082
	Iteration 12F: 3 clusters Score -9726491 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -9730077.000000 Penalty: 3680.434082
	Iteration 13F: 3 clusters Score -9730077 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -9732512.000000 Penalty: 3680.434082
	Iteration 14Q: 3 clusters Score -9732512 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -9733779.000000 Penalty: 3680.434082
	Iteration 15Q: 3 clusters Score -9733779 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -9734386.000000 Penalty: 3680.434082
	Iteration 16Q: 3 clusters Score -9734386 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -9734975.000000 Penalty: 3680.434082
	Iteration 17Q: 3 clusters Score -9734975 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -9735457.000000 Penalty: 3680.434082
	Iteration 18Q: 3 clusters Score -9735457 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 67294 members 
Entering Unmasked Estep 
Score: -9735812.000000 Penalty: 3680.434082
	Iteration 19Q: 3 clusters Score -9735812 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -9736133.000000 Penalty: 3680.434082
	Iteration 20F: 3 clusters Score -9736133 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -9736446.000000 Penalty: 3680.434082
	Iteration 21Q: 3 clusters Score -9736446 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -9736660.000000 Penalty: 3680.434082
	Iteration 22Q: 3 clusters Score -9736660 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -9736853.000000 Penalty: 3680.434082
	Iteration 23Q: 3 clusters Score -9736853 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -9737008.000000 Penalty: 3680.434082
	Iteration 24Q: 3 clusters Score -9737008 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -9737135.000000 Penalty: 3680.434082
	Iteration 25Q: 3 clusters Score -9737135 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -9737284.000000 Penalty: 3680.434082
	Iteration 26Q: 3 clusters Score -9737284 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -9737392.000000 Penalty: 3680.434082
	Iteration 27Q: 3 clusters Score -9737392 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -9737475.000000 Penalty: 3680.434082
	Iteration 28Q: 3 clusters Score -9737475 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -9737534.000000 Penalty: 3680.434082
	Iteration 29Q: 3 clusters Score -9737534 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -9737614.000000 Penalty: 3680.434082
	Iteration 30Q: 3 clusters Score -9737614 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -9737660.000000 Penalty: 3680.434082
	Iteration 31Q: 3 clusters Score -9737660 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -9737707.000000 Penalty: 3680.434082
	Iteration 32Q: 3 clusters Score -9737707 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9737776 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9737814 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 72989 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9737910 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9737929 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9737970 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -9738017.000000 Penalty: 3680.434082
	Iteration 39Q: 3 clusters Score -9738017 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9738054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9738084 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9738112 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9738122 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9738133 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9738183 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -9738213.000000 Penalty: 3680.434082
	Iteration 46Q: 3 clusters Score -9738213 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9738216 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -9738282.000000 Penalty: 3680.434082
	Iteration 48Q: 3 clusters Score -9738282 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -9738311.000000 Penalty: 3680.434082
	Iteration 49Q: 3 clusters Score -9738311 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -9738339.000000 Penalty: 3680.434082
	Iteration 50Q: 3 clusters Score -9738339 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 75555 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9738372 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 75708 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9738450 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9738473 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -9738479.000000 Penalty: 3680.434082
	Iteration 54Q: 3 clusters Score -9738479 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9738490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9738490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 76298 members 
Entering Unmasked Estep 
Score: -9738488.000000 Penalty: 3680.434082
	Iteration 57Q: 3 clusters Score -9738488 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 76434 members 
Entering Unmasked Estep 
Score: -9738530.000000 Penalty: 3680.434082
	Iteration 58Q: 3 clusters Score -9738530 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9738560 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 76679 members 
Entering Unmasked Estep 
Score: -9738574.000000 Penalty: 3680.434082
	Iteration 60F: 3 clusters Score -9738574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 76806 members 
Entering Unmasked Estep 
Score: -9738579.000000 Penalty: 3680.434082
	Iteration 61Q: 3 clusters Score -9738579 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9738635 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9738661 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9738661 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9738708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -9738722.000000 Penalty: 3680.434082
	Iteration 66Q: 3 clusters Score -9738722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9738778 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9738797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9738818 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -9738840.000000 Penalty: 3680.434082
	Iteration 70Q: 3 clusters Score -9738840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -9738834.000000 Penalty: 3680.434082
	Iteration 71Q: 3 clusters Score -9738834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -9738850.000000 Penalty: 3680.434082
	Iteration 72Q: 3 clusters Score -9738850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -9738843.000000 Penalty: 3680.434082
	Iteration 73Q: 3 clusters Score -9738843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9738844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -9738858.000000 Penalty: 3680.434082
	Iteration 75Q: 3 clusters Score -9738858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 78039 members 
Entering Unmasked Estep 
Score: -9738859.000000 Penalty: 3680.434082
	Iteration 76Q: 3 clusters Score -9738859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 78075 members 
Entering Unmasked Estep 
Score: -9738870.000000 Penalty: 3680.434082
	Iteration 77Q: 3 clusters Score -9738870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 78108 members 
Entering Unmasked Estep 
Score: -9738862.000000 Penalty: 3680.434082
	Iteration 78Q: 3 clusters Score -9738862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9738862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -9738882.000000 Penalty: 3680.434082
	Iteration 80F: 3 clusters Score -9738882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -9738866.000000 Penalty: 3680.434082
	Iteration 81Q: 3 clusters Score -9738866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9738872 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9738884 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 78336 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9738903 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9738902 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9738930 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9738942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9738958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9738947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9738958 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -9738962.000000 Penalty: 3680.434082
	Iteration 91Q: 3 clusters Score -9738962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9738971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9738975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9738993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9738988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -9738981.000000 Penalty: 3680.434082
	Iteration 96Q: 3 clusters Score -9738981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -9739000.000000 Penalty: 3680.434082
	Iteration 97Q: 3 clusters Score -9739000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9738995 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 78788 members 
Entering Unmasked Estep 
Score: -9739004.000000 Penalty: 3680.434082
	Iteration 99Q: 3 clusters Score -9739004 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -9739012.000000 Penalty: 3680.434082
	Iteration 100F: 3 clusters Score -9739012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9739012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -9739013.000000 Penalty: 3680.434082
	Iteration 102Q: 3 clusters Score -9739013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -9739016.000000 Penalty: 3680.434082
	Iteration 103Q: 3 clusters Score -9739016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -9739020.000000 Penalty: 3680.434082
	Iteration 104Q: 3 clusters Score -9739020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -9739029.000000 Penalty: 3680.434082
	Iteration 105Q: 3 clusters Score -9739029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -9739026.000000 Penalty: 3680.434082
	Iteration 106Q: 3 clusters Score -9739026 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9739034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9739029 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -9739040.000000 Penalty: 3680.434082
	Iteration 109Q: 3 clusters Score -9739040 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -9739063.000000 Penalty: 3680.434082
	Iteration 110Q: 3 clusters Score -9739063 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 78953 members 
Entering Unmasked Estep 
Score: -9739078.000000 Penalty: 3680.434082
	Iteration 111Q: 3 clusters Score -9739078 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9739070 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 78979 members 
Entering Unmasked Estep 
Score: -9739075.000000 Penalty: 3680.434082
	Iteration 113Q: 3 clusters Score -9739075 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -9739076.000000 Penalty: 3680.434082
	Iteration 114Q: 3 clusters Score -9739076 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9739088 nChanged 19
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Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -9739094.000000 Penalty: 3680.434082
	Iteration 116Q: 3 clusters Score -9739094 nChanged 14
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Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 79049 members 
Entering Unmasked Estep 
Score: -9739092.000000 Penalty: 3680.434082
	Iteration 117Q: 3 clusters Score -9739092 nChanged 8
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Mstep: Class 1 contains 3762 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9739088 nChanged 10
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Mstep: Class 1 contains 3752 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9739092 nChanged 14
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Mstep: Class 1 contains 3740 members 
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Entering Unmasked Estep 
Score: -9739089.000000 Penalty: 3680.434082
	Iteration 120F: 3 clusters Score -9739089 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 79091 members 
Entering Unmasked Estep 
Score: -9739084.000000 Penalty: 3680.434082
	Iteration 121Q: 3 clusters Score -9739084 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -9739091.000000 Penalty: 3680.434082
	Iteration 122Q: 3 clusters Score -9739091 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -9739095.000000 Penalty: 3680.434082
	Iteration 123Q: 3 clusters Score -9739095 nChanged 8
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Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -9739099.000000 Penalty: 3680.434082
	Iteration 124Q: 3 clusters Score -9739099 nChanged 3
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Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9739092 nChanged 3
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Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -9739100.000000 Penalty: 3680.434082
	Iteration 126Q: 3 clusters Score -9739100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -9739092.000000 Penalty: 3680.434082
	Iteration 127Q: 3 clusters Score -9739092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -9739085.000000 Penalty: 3680.434082
	Iteration 128Q: 3 clusters Score -9739085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -9739090.000000 Penalty: 3680.434082
	Iteration 129Q: 3 clusters Score -9739090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -9739086.000000 Penalty: 3680.434082
	Iteration 130Q: 3 clusters Score -9739086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -9739092.000000 Penalty: 3680.434082
	Iteration 131Q: 3 clusters Score -9739092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -9739097.000000 Penalty: 3680.434082
	Iteration 132Q: 3 clusters Score -9739097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -9739091.000000 Penalty: 3680.434082
	Iteration 133Q: 3 clusters Score -9739091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -9739088.000000 Penalty: 3680.434082
	Iteration 134Q: 3 clusters Score -9739088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
Score: -9739085.000000 Penalty: 3680.434082
	Iteration 135Q: 3 clusters Score -9739085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
Score: -9739084.000000 Penalty: 3680.434082
	Iteration 136Q: 3 clusters Score -9739084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -9739090.000000 Penalty: 3680.434082
	Iteration 137Q: 3 clusters Score -9739090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -9739094.000000 Penalty: 3680.434082
	Iteration 138Q: 3 clusters Score -9739094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -9739096.000000 Penalty: 3680.434082
	Iteration 139Q: 3 clusters Score -9739096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -9739096.000000 Penalty: 3680.434082
	Iteration 140F: 3 clusters Score -9739096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (73034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Entering Unmasked Estep 
Score: -8442053.000000 Penalty: 1819.785522
	Iteration 0F: 2 clusters Score -8442053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -8393460.000000 Penalty: 3639.571045
	Iteration 0F: 3 clusters Score -8393460 nChanged 34547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -8413485.000000 Penalty: 3639.571045
	Iteration 1F: 3 clusters Score -8413485 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -8414484.000000 Penalty: 3639.571045
	Iteration 2Q: 3 clusters Score -8414484 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -8415731.000000 Penalty: 3639.571045
	Iteration 3Q: 3 clusters Score -8415731 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -8417227.000000 Penalty: 3639.571045
	Iteration 4Q: 3 clusters Score -8417227 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -8418741.000000 Penalty: 3639.571045
	Iteration 5Q: 3 clusters Score -8418741 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -8420497.000000 Penalty: 3639.571045
	Iteration 6Q: 3 clusters Score -8420497 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -8422469.000000 Penalty: 3639.571045
	Iteration 7F: 3 clusters Score -8422469 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -8424631.000000 Penalty: 3639.571045
	Iteration 8F: 3 clusters Score -8424631 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -8427026.000000 Penalty: 3639.571045
	Iteration 9Q: 3 clusters Score -8427026 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -8429278.000000 Penalty: 3639.571045
	Iteration 10Q: 3 clusters Score -8429278 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -8431191.000000 Penalty: 3639.571045
	Iteration 11Q: 3 clusters Score -8431191 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -8432485.000000 Penalty: 3639.571045
	Iteration 12Q: 3 clusters Score -8432485 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -8433437.000000 Penalty: 3639.571045
	Iteration 13Q: 3 clusters Score -8433437 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -8434104.000000 Penalty: 3639.571045
	Iteration 14Q: 3 clusters Score -8434104 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -8434630.000000 Penalty: 3639.571045
	Iteration 15Q: 3 clusters Score -8434630 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -8435076.000000 Penalty: 3639.571045
	Iteration 16Q: 3 clusters Score -8435076 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -8435507.000000 Penalty: 3639.571045
	Iteration 17Q: 3 clusters Score -8435507 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -8435934.000000 Penalty: 3639.571045
	Iteration 18Q: 3 clusters Score -8435934 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -8436322.000000 Penalty: 3639.571045
	Iteration 19Q: 3 clusters Score -8436322 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63197 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -8436664.000000 Penalty: 3639.571045
	Iteration 20F: 3 clusters Score -8436664 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -8436988.000000 Penalty: 3639.571045
	Iteration 21Q: 3 clusters Score -8436988 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -8437307.000000 Penalty: 3639.571045
	Iteration 22Q: 3 clusters Score -8437307 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -8437591.000000 Penalty: 3639.571045
	Iteration 23Q: 3 clusters Score -8437591 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -8437887.000000 Penalty: 3639.571045
	Iteration 24Q: 3 clusters Score -8437887 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -8438139.000000 Penalty: 3639.571045
	Iteration 25Q: 3 clusters Score -8438139 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -8438381.000000 Penalty: 3639.571045
	Iteration 26Q: 3 clusters Score -8438381 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -8438669.000000 Penalty: 3639.571045
	Iteration 27Q: 3 clusters Score -8438669 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -8438913.000000 Penalty: 3639.571045
	Iteration 28Q: 3 clusters Score -8438913 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -8439150.000000 Penalty: 3639.571045
	Iteration 29Q: 3 clusters Score -8439150 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -8439294.000000 Penalty: 3639.571045
	Iteration 30Q: 3 clusters Score -8439294 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8439488.000000 Penalty: 3639.571045
	Iteration 31Q: 3 clusters Score -8439488 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -8439605.000000 Penalty: 3639.571045
	Iteration 32Q: 3 clusters Score -8439605 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8439738.000000 Penalty: 3639.571045
	Iteration 33Q: 3 clusters Score -8439738 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8439819.000000 Penalty: 3639.571045
	Iteration 34Q: 3 clusters Score -8439819 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8439889.000000 Penalty: 3639.571045
	Iteration 35Q: 3 clusters Score -8439889 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8439965.000000 Penalty: 3639.571045
	Iteration 36Q: 3 clusters Score -8439965 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8440021.000000 Penalty: 3639.571045
	Iteration 37Q: 3 clusters Score -8440021 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8440078.000000 Penalty: 3639.571045
	Iteration 38Q: 3 clusters Score -8440078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8440136.000000 Penalty: 3639.571045
	Iteration 39Q: 3 clusters Score -8440136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8440159.000000 Penalty: 3639.571045
	Iteration 40F: 3 clusters Score -8440159 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8440197.000000 Penalty: 3639.571045
	Iteration 41Q: 3 clusters Score -8440197 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8440226.000000 Penalty: 3639.571045
	Iteration 42Q: 3 clusters Score -8440226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8440253.000000 Penalty: 3639.571045
	Iteration 43Q: 3 clusters Score -8440253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8440280.000000 Penalty: 3639.571045
	Iteration 44Q: 3 clusters Score -8440280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8440299.000000 Penalty: 3639.571045
	Iteration 45Q: 3 clusters Score -8440299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8440320.000000 Penalty: 3639.571045
	Iteration 46Q: 3 clusters Score -8440320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71959 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8440345.000000 Penalty: 3639.571045
	Iteration 47Q: 3 clusters Score -8440345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8440351.000000 Penalty: 3639.571045
	Iteration 48Q: 3 clusters Score -8440351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8440365.000000 Penalty: 3639.571045
	Iteration 49Q: 3 clusters Score -8440365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8440373.000000 Penalty: 3639.571045
	Iteration 50Q: 3 clusters Score -8440373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8440390.000000 Penalty: 3639.571045
	Iteration 51Q: 3 clusters Score -8440390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8440404.000000 Penalty: 3639.571045
	Iteration 52Q: 3 clusters Score -8440404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8440428.000000 Penalty: 3639.571045
	Iteration 53Q: 3 clusters Score -8440428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8440428.000000 Penalty: 3639.571045
	Iteration 54Q: 3 clusters Score -8440428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8440431.000000 Penalty: 3639.571045
	Iteration 55Q: 3 clusters Score -8440431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8440435.000000 Penalty: 3639.571045
	Iteration 56Q: 3 clusters Score -8440435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8440436.000000 Penalty: 3639.571045
	Iteration 57Q: 3 clusters Score -8440436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8440438.000000 Penalty: 3639.571045
	Iteration 58Q: 3 clusters Score -8440438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8440435.000000 Penalty: 3639.571045
	Iteration 59Q: 3 clusters Score -8440435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8440435.000000 Penalty: 3639.571045
	Iteration 60F: 3 clusters Score -8440435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8440436.000000 Penalty: 3639.571045
	Iteration 61Q: 3 clusters Score -8440436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8440436.000000 Penalty: 3639.571045
	Iteration 62F: 3 clusters Score -8440436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Entering Unmasked Estep 
Score: -1463169.750000 Penalty: 1531.635864
	Iteration 0F: 2 clusters Score -1463170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1454540.250000 Penalty: 3063.271729
	Iteration 0F: 3 clusters Score -1454540 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1457430.500000 Penalty: 3063.271729
	Iteration 1F: 3 clusters Score -1457430 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1457798.875000 Penalty: 3063.271729
	Iteration 2F: 3 clusters Score -1457799 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1458253.875000 Penalty: 3063.271729
	Iteration 3F: 3 clusters Score -1458254 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1458819.500000 Penalty: 3063.271729
	Iteration 4F: 3 clusters Score -1458820 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1459496.875000 Penalty: 3063.271729
	Iteration 5F: 3 clusters Score -1459497 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1460189.375000 Penalty: 3063.271729
	Iteration 6F: 3 clusters Score -1460189 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1460808.750000 Penalty: 3063.271729
	Iteration 7F: 3 clusters Score -1460809 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1461204.750000 Penalty: 3063.271729
	Iteration 8Q: 3 clusters Score -1461205 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1461470.125000 Penalty: 3063.271729
	Iteration 9Q: 3 clusters Score -1461470 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1461612.875000 Penalty: 3063.271729
	Iteration 10Q: 3 clusters Score -1461613 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1461713.750000 Penalty: 3063.271729
	Iteration 11Q: 3 clusters Score -1461714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1461767.750000 Penalty: 3063.271729
	Iteration 12Q: 3 clusters Score -1461768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1461792.875000 Penalty: 3063.271729
	Iteration 13Q: 3 clusters Score -1461793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1461808.625000 Penalty: 3063.271729
	Iteration 14Q: 3 clusters Score -1461809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1461819.000000 Penalty: 3063.271729
	Iteration 15Q: 3 clusters Score -1461819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1461833.875000 Penalty: 3063.271729
	Iteration 16Q: 3 clusters Score -1461834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1461842.125000 Penalty: 3063.271729
	Iteration 17Q: 3 clusters Score -1461842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1461850.875000 Penalty: 3063.271729
	Iteration 18Q: 3 clusters Score -1461851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1461849.250000 Penalty: 3063.271729
	Iteration 19Q: 3 clusters Score -1461849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1461855.000000 Penalty: 3063.271729
	Iteration 20F: 3 clusters Score -1461855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1461852.875000 Penalty: 3063.271729
	Iteration 21Q: 3 clusters Score -1461853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1461852.875000 Penalty: 3063.271729
	Iteration 22F: 3 clusters Score -1461853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -582297.812500 Penalty: 1394.429810
	Iteration 0F: 2 clusters Score -582297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -578094.625000 Penalty: 2788.859619
	Iteration 0F: 3 clusters Score -578094.6 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -579444.062500 Penalty: 2788.859619
	Iteration 1F: 3 clusters Score -579444.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -579881.500000 Penalty: 2788.859619
	Iteration 2F: 3 clusters Score -579881.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -580254.625000 Penalty: 2788.859619
	Iteration 3F: 3 clusters Score -580254.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -580548.437500 Penalty: 2788.859619
	Iteration 4F: 3 clusters Score -580548.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -580822.750000 Penalty: 2788.859619
	Iteration 5F: 3 clusters Score -580822.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -581084.250000 Penalty: 2788.859619
	Iteration 6F: 3 clusters Score -581084.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -581307.687500 Penalty: 2788.859619
	Iteration 7Q: 3 clusters Score -581307.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -581448.687500 Penalty: 2788.859619
	Iteration 8Q: 3 clusters Score -581448.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -581535.062500 Penalty: 2788.859619
	Iteration 9Q: 3 clusters Score -581535.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -581586.062500 Penalty: 2788.859619
	Iteration 10Q: 3 clusters Score -581586.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -581618.500000 Penalty: 2788.859619
	Iteration 11Q: 3 clusters Score -581618.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -581643.375000 Penalty: 2788.859619
	Iteration 12Q: 3 clusters Score -581643.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -581664.562500 Penalty: 2788.859619
	Iteration 13Q: 3 clusters Score -581664.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -581689.812500 Penalty: 2788.859619
	Iteration 14Q: 3 clusters Score -581689.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -581710.312500 Penalty: 2788.859619
	Iteration 15Q: 3 clusters Score -581710.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -581721.812500 Penalty: 2788.859619
	Iteration 16Q: 3 clusters Score -581721.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -581734.875000 Penalty: 2788.859619
	Iteration 17Q: 3 clusters Score -581734.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -581750.125000 Penalty: 2788.859619
	Iteration 18Q: 3 clusters Score -581750.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -581763.750000 Penalty: 2788.859619
	Iteration 19Q: 3 clusters Score -581763.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -581779.437500 Penalty: 2788.859619
	Iteration 20F: 3 clusters Score -581779.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -581793.625000 Penalty: 2788.859619
	Iteration 21Q: 3 clusters Score -581793.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -581808.250000 Penalty: 2788.859619
	Iteration 22Q: 3 clusters Score -581808.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -581820.750000 Penalty: 2788.859619
	Iteration 23Q: 3 clusters Score -581820.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -581836.125000 Penalty: 2788.859619
	Iteration 24Q: 3 clusters Score -581836.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -581843.062500 Penalty: 2788.859619
	Iteration 25Q: 3 clusters Score -581843.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -581846.812500 Penalty: 2788.859619
	Iteration 26Q: 3 clusters Score -581846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -581847.812500 Penalty: 2788.859619
	Iteration 27Q: 3 clusters Score -581847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -581848.750000 Penalty: 2788.859619
	Iteration 28Q: 3 clusters Score -581848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -581848.750000 Penalty: 2788.859619
	Iteration 29Q: 3 clusters Score -581848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -581848.750000 Penalty: 2788.859619
	Iteration 30F: 3 clusters Score -581848.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (93763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Entering Unmasked Estep 
Score: -10923204.000000 Penalty: 1860.385376
	Iteration 0F: 2 clusters Score -1.09232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -10863182.000000 Penalty: 3720.770752
	Iteration 0F: 3 clusters Score -1.086318e+07 nChanged 44788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -10888906.000000 Penalty: 3720.770752
	Iteration 1F: 3 clusters Score -1.088891e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -10889951.000000 Penalty: 3720.770752
	Iteration 2Q: 3 clusters Score -1.088995e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -10891656.000000 Penalty: 3720.770752
	Iteration 3Q: 3 clusters Score -1.089166e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -10894631.000000 Penalty: 3720.770752
	Iteration 4F: 3 clusters Score -1.089463e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -10899465.000000 Penalty: 3720.770752
	Iteration 5F: 3 clusters Score -1.089946e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -10906086.000000 Penalty: 3720.770752
	Iteration 6F: 3 clusters Score -1.090609e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81494 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -10912564.000000 Penalty: 3720.770752
	Iteration 7F: 3 clusters Score -1.091256e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -10916816.000000 Penalty: 3720.770752
	Iteration 8F: 3 clusters Score -1.091682e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -10919089.000000 Penalty: 3720.770752
	Iteration 9Q: 3 clusters Score -1.091909e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -10920258.000000 Penalty: 3720.770752
	Iteration 10Q: 3 clusters Score -1.092026e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92500 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10920852.000000 Penalty: 3720.770752
	Iteration 11Q: 3 clusters Score -1.092085e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10921172.000000 Penalty: 3720.770752
	Iteration 12Q: 3 clusters Score -1.092117e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10921337.000000 Penalty: 3720.770752
	Iteration 13Q: 3 clusters Score -1.092134e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10921446.000000 Penalty: 3720.770752
	Iteration 14Q: 3 clusters Score -1.092145e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10921508.000000 Penalty: 3720.770752
	Iteration 15Q: 3 clusters Score -1.092151e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10921527.000000 Penalty: 3720.770752
	Iteration 16Q: 3 clusters Score -1.092153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93287 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10921544.000000 Penalty: 3720.770752
	Iteration 17Q: 3 clusters Score -1.092154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10921560.000000 Penalty: 3720.770752
	Iteration 18Q: 3 clusters Score -1.092156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10921581.000000 Penalty: 3720.770752
	Iteration 19Q: 3 clusters Score -1.092158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93334 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10921591.000000 Penalty: 3720.770752
	Iteration 20F: 3 clusters Score -1.092159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10921615.000000 Penalty: 3720.770752
	Iteration 21Q: 3 clusters Score -1.092162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10921625.000000 Penalty: 3720.770752
	Iteration 22Q: 3 clusters Score -1.092162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10921629.000000 Penalty: 3720.770752
	Iteration 23Q: 3 clusters Score -1.092163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10921641.000000 Penalty: 3720.770752
	Iteration 24Q: 3 clusters Score -1.092164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10921647.000000 Penalty: 3720.770752
	Iteration 25Q: 3 clusters Score -1.092165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10921645.000000 Penalty: 3720.770752
	Iteration 26Q: 3 clusters Score -1.092164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93376 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10921651.000000 Penalty: 3720.770752
	Iteration 27Q: 3 clusters Score -1.092165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10921654.000000 Penalty: 3720.770752
	Iteration 28Q: 3 clusters Score -1.092165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10921657.000000 Penalty: 3720.770752
	Iteration 29Q: 3 clusters Score -1.092166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10921657.000000 Penalty: 3720.770752
	Iteration 30F: 3 clusters Score -1.092166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Entering Unmasked Estep 
Score: -170136.906250 Penalty: 1188.289917
	Iteration 0F: 2 clusters Score -170136.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -168365.609375 Penalty: 2376.579834
	Iteration 0F: 3 clusters Score -168365.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -168699.765625 Penalty: 2376.579834
	Iteration 1F: 3 clusters Score -168699.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -168788.140625 Penalty: 2376.579834
	Iteration 2F: 3 clusters Score -168788.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -168849.500000 Penalty: 2376.579834
	Iteration 3Q: 3 clusters Score -168849.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -168898.812500 Penalty: 2376.579834
	Iteration 4Q: 3 clusters Score -168898.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -168927.015625 Penalty: 2376.579834
	Iteration 5Q: 3 clusters Score -168927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -168940.281250 Penalty: 2376.579834
	Iteration 6Q: 3 clusters Score -168940.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168952.812500 Penalty: 2376.579834
	Iteration 7Q: 3 clusters Score -168952.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -168960.546875 Penalty: 2376.579834
	Iteration 8Q: 3 clusters Score -168960.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168967.437500 Penalty: 2376.579834
	Iteration 9Q: 3 clusters Score -168967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168978.750000 Penalty: 2376.579834
	Iteration 10Q: 3 clusters Score -168978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -168986.546875 Penalty: 2376.579834
	Iteration 11Q: 3 clusters Score -168986.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -168992.109375 Penalty: 2376.579834
	Iteration 12Q: 3 clusters Score -168992.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -168999.484375 Penalty: 2376.579834
	Iteration 13Q: 3 clusters Score -168999.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -169004.953125 Penalty: 2376.579834
	Iteration 14Q: 3 clusters Score -169005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -169007.671875 Penalty: 2376.579834
	Iteration 15Q: 3 clusters Score -169007.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -169010.531250 Penalty: 2376.579834
	Iteration 16Q: 3 clusters Score -169010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -169011.625000 Penalty: 2376.579834
	Iteration 17Q: 3 clusters Score -169011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -169013.812500 Penalty: 2376.579834
	Iteration 18Q: 3 clusters Score -169013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -169014.703125 Penalty: 2376.579834
	Iteration 19Q: 3 clusters Score -169014.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -169014.703125 Penalty: 2376.579834
	Iteration 20F: 3 clusters Score -169014.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Entering Unmasked Estep 
Score: -3866541.000000 Penalty: 1693.112061
	Iteration 0F: 2 clusters Score -3866541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3844066.750000 Penalty: 3386.224121
	Iteration 0F: 3 clusters Score -3844067 nChanged 15602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3854015.000000 Penalty: 3386.224121
	Iteration 1F: 3 clusters Score -3854015 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -3855772.750000 Penalty: 3386.224121
	Iteration 2F: 3 clusters Score -3855773 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3857993.750000 Penalty: 3386.224121
	Iteration 3F: 3 clusters Score -3857994 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3860494.500000 Penalty: 3386.224121
	Iteration 4F: 3 clusters Score -3860494 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3862775.500000 Penalty: 3386.224121
	Iteration 5F: 3 clusters Score -3862776 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3864509.250000 Penalty: 3386.224121
	Iteration 6F: 3 clusters Score -3864509 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3865691.750000 Penalty: 3386.224121
	Iteration 7Q: 3 clusters Score -3865692 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3866370.750000 Penalty: 3386.224121
	Iteration 8Q: 3 clusters Score -3866371 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3866801.000000 Penalty: 3386.224121
	Iteration 9Q: 3 clusters Score -3866801 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3867088.500000 Penalty: 3386.224121
	Iteration 10Q: 3 clusters Score -3867088 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3867311.750000 Penalty: 3386.224121
	Iteration 11Q: 3 clusters Score -3867312 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -3867462.500000 Penalty: 3386.224121
	Iteration 12Q: 3 clusters Score -3867462 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3867594.250000 Penalty: 3386.224121
	Iteration 13Q: 3 clusters Score -3867594 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3867731.000000 Penalty: 3386.224121
	Iteration 14Q: 3 clusters Score -3867731 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3867899.000000 Penalty: 3386.224121
	Iteration 15Q: 3 clusters Score -3867899 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -3868076.500000 Penalty: 3386.224121
	Iteration 16Q: 3 clusters Score -3868076 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3868151.000000 Penalty: 3386.224121
	Iteration 17Q: 3 clusters Score -3868151 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -3868179.500000 Penalty: 3386.224121
	Iteration 18Q: 3 clusters Score -3868180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -3868193.000000 Penalty: 3386.224121
	Iteration 19Q: 3 clusters Score -3868193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3868205.750000 Penalty: 3386.224121
	Iteration 20F: 3 clusters Score -3868206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3868215.000000 Penalty: 3386.224121
	Iteration 21Q: 3 clusters Score -3868215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -3868225.000000 Penalty: 3386.224121
	Iteration 22Q: 3 clusters Score -3868225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3868234.250000 Penalty: 3386.224121
	Iteration 23Q: 3 clusters Score -3868234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3868235.500000 Penalty: 3386.224121
	Iteration 24Q: 3 clusters Score -3868236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3868235.750000 Penalty: 3386.224121
	Iteration 25Q: 3 clusters Score -3868236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3868235.500000 Penalty: 3386.224121
	Iteration 26Q: 3 clusters Score -3868236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3868235.750000 Penalty: 3386.224121
	Iteration 27Q: 3 clusters Score -3868236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3868237.500000 Penalty: 3386.224121
	Iteration 28Q: 3 clusters Score -3868238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3868237.750000 Penalty: 3386.224121
	Iteration 29Q: 3 clusters Score -3868238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3868237.000000 Penalty: 3386.224121
	Iteration 30Q: 3 clusters Score -3868237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3868237.500000 Penalty: 3386.224121
	Iteration 31Q: 3 clusters Score -3868238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -3868235.750000 Penalty: 3386.224121
	Iteration 32Q: 3 clusters Score -3868236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3868232.500000 Penalty: 3386.224121
	Iteration 33Q: 3 clusters Score -3868232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3868228.750000 Penalty: 3386.224121
	Iteration 34Q: 3 clusters Score -3868229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -3868228.750000 Penalty: 3386.224121
	Iteration 35Q: 3 clusters Score -3868229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -3868228.750000 Penalty: 3386.224121
	Iteration 36F: 3 clusters Score -3868229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 82819 members 
Mstep: Class 3 contains 73034 members 
Mstep: Class 4 contains 30430 members 
Mstep: Class 5 contains 12400 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 8 contains 93763 members 
Mstep: Class 9 contains 1499 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 148143 members 
Mstep: Class 13 contains 76941 members 
Mstep: Class 14 contains 16194 members 
Mstep: Class 15 contains 26114 members 
Mstep: Class 16 contains 75698 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 19 contains 78965 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 24 contains 11687 members 
Entering Unmasked Estep 
Score: -86157248.000000 Penalty: 41805.562500
Splitting cluster 10 changes total score from -86155664.000000 to -86157248.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (148143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148143 members 
Entering Unmasked Estep 
Score: -16976800.000000 Penalty: 1934.714233
	Iteration 0F: 2 clusters Score -1.69768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73722 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -16886870.000000 Penalty: 3869.428467
	Iteration 0F: 3 clusters Score -1.688687e+07 nChanged 71608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -16929402.000000 Penalty: 3869.428467
	Iteration 1F: 3 clusters Score -1.69294e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
Score: -16930714.000000 Penalty: 3869.428467
	Iteration 2Q: 3 clusters Score -1.693071e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -16933004.000000 Penalty: 3869.428467
	Iteration 3Q: 3 clusters Score -1.6933e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -16937326.000000 Penalty: 3869.428467
	Iteration 4F: 3 clusters Score -1.693733e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 106145 members 
Entering Unmasked Estep 
Score: -16945044.000000 Penalty: 3869.428467
	Iteration 5F: 3 clusters Score -1.694504e+07 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -16955274.000000 Penalty: 3869.428467
	Iteration 6F: 3 clusters Score -1.695527e+07 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 132017 members 
Entering Unmasked Estep 
Score: -16963986.000000 Penalty: 3869.428467
	Iteration 7F: 3 clusters Score -1.696399e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 140387 members 
Entering Unmasked Estep 
Score: -16969530.000000 Penalty: 3869.428467
	Iteration 8F: 3 clusters Score -1.696953e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 144774 members 
Entering Unmasked Estep 
Score: -16972562.000000 Penalty: 3869.428467
	Iteration 9Q: 3 clusters Score -1.697256e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 146749 members 
Entering Unmasked Estep 
Score: -16974160.000000 Penalty: 3869.428467
	Iteration 10Q: 3 clusters Score -1.697416e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 147468 members 
Entering Unmasked Estep 
Score: -16974732.000000 Penalty: 3869.428467
	Iteration 11Q: 3 clusters Score -1.697473e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 147703 members 
Entering Unmasked Estep 
Score: -16974942.000000 Penalty: 3869.428467
	Iteration 12Q: 3 clusters Score -1.697494e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 147788 members 
Entering Unmasked Estep 
Score: -16974998.000000 Penalty: 3869.428467
	Iteration 13Q: 3 clusters Score -1.6975e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -16975052.000000 Penalty: 3869.428467
	Iteration 14Q: 3 clusters Score -1.697505e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 147832 members 
Entering Unmasked Estep 
Score: -16975082.000000 Penalty: 3869.428467
	Iteration 15Q: 3 clusters Score -1.697508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 147848 members 
Entering Unmasked Estep 
Score: -16975100.000000 Penalty: 3869.428467
	Iteration 16Q: 3 clusters Score -1.69751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -16975106.000000 Penalty: 3869.428467
	Iteration 17Q: 3 clusters Score -1.697511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 147854 members 
Entering Unmasked Estep 
Score: -16975116.000000 Penalty: 3869.428467
	Iteration 18Q: 3 clusters Score -1.697512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 147859 members 
Entering Unmasked Estep 
Score: -16975140.000000 Penalty: 3869.428467
	Iteration 19Q: 3 clusters Score -1.697514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 147866 members 
Entering Unmasked Estep 
Score: -16975146.000000 Penalty: 3869.428467
	Iteration 20F: 3 clusters Score -1.697515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 147868 members 
Entering Unmasked Estep 
Score: -16975158.000000 Penalty: 3869.428467
	Iteration 21Q: 3 clusters Score -1.697516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 147874 members 
Entering Unmasked Estep 
Score: -16975154.000000 Penalty: 3869.428467
	Iteration 22Q: 3 clusters Score -1.697515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 147877 members 
Entering Unmasked Estep 
Score: -16975156.000000 Penalty: 3869.428467
	Iteration 23Q: 3 clusters Score -1.697516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -16975160.000000 Penalty: 3869.428467
	Iteration 24Q: 3 clusters Score -1.697516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 147875 members 
Entering Unmasked Estep 
Score: -16975166.000000 Penalty: 3869.428467
	Iteration 25Q: 3 clusters Score -1.697517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 147877 members 
Entering Unmasked Estep 
Score: -16975166.000000 Penalty: 3869.428467
	Iteration 26Q: 3 clusters Score -1.697517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -16975164.000000 Penalty: 3869.428467
	Iteration 27Q: 3 clusters Score -1.697516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 147884 members 
Entering Unmasked Estep 
Score: -16975184.000000 Penalty: 3869.428467
	Iteration 28Q: 3 clusters Score -1.697518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 147885 members 
Entering Unmasked Estep 
Score: -16975178.000000 Penalty: 3869.428467
	Iteration 29Q: 3 clusters Score -1.697518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 147885 members 
Entering Unmasked Estep 
Score: -16975188.000000 Penalty: 3869.428467
	Iteration 30Q: 3 clusters Score -1.697519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 147888 members 
Entering Unmasked Estep 
Score: -16975194.000000 Penalty: 3869.428467
	Iteration 31Q: 3 clusters Score -1.697519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 147890 members 
Entering Unmasked Estep 
Score: -16975190.000000 Penalty: 3869.428467
	Iteration 32Q: 3 clusters Score -1.697519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 147891 members 
Entering Unmasked Estep 
Score: -16975190.000000 Penalty: 3869.428467
	Iteration 33Q: 3 clusters Score -1.697519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 147891 members 
Entering Unmasked Estep 
Score: -16975190.000000 Penalty: 3869.428467
	Iteration 34F: 3 clusters Score -1.697519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Entering Unmasked Estep 
Score: -8942083.000000 Penalty: 1828.254150
	Iteration 0F: 2 clusters Score -8942083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -8891085.000000 Penalty: 3656.508301
	Iteration 0F: 3 clusters Score -8891085 nChanged 36500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -8912463.000000 Penalty: 3656.508301
	Iteration 1F: 3 clusters Score -8912463 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -8913445.000000 Penalty: 3656.508301
	Iteration 2Q: 3 clusters Score -8913445 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -8914861.000000 Penalty: 3656.508301
	Iteration 3Q: 3 clusters Score -8914861 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -8917047.000000 Penalty: 3656.508301
	Iteration 4F: 3 clusters Score -8917047 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -8920070.000000 Penalty: 3656.508301
	Iteration 5F: 3 clusters Score -8920070 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -8924073.000000 Penalty: 3656.508301
	Iteration 6F: 3 clusters Score -8924073 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -8928689.000000 Penalty: 3656.508301
	Iteration 7F: 3 clusters Score -8928689 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -8933021.000000 Penalty: 3656.508301
	Iteration 8F: 3 clusters Score -8933021 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -8936217.000000 Penalty: 3656.508301
	Iteration 9Q: 3 clusters Score -8936217 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -8938174.000000 Penalty: 3656.508301
	Iteration 10Q: 3 clusters Score -8938174 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -8939259.000000 Penalty: 3656.508301
	Iteration 11Q: 3 clusters Score -8939259 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -8939901.000000 Penalty: 3656.508301
	Iteration 12Q: 3 clusters Score -8939901 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -8940258.000000 Penalty: 3656.508301
	Iteration 13Q: 3 clusters Score -8940258 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71654 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -8940541.000000 Penalty: 3656.508301
	Iteration 14Q: 3 clusters Score -8940541 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -8940739.000000 Penalty: 3656.508301
	Iteration 15Q: 3 clusters Score -8940739 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -8940851.000000 Penalty: 3656.508301
	Iteration 16Q: 3 clusters Score -8940851 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8940960.000000 Penalty: 3656.508301
	Iteration 17Q: 3 clusters Score -8940960 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -8941059.000000 Penalty: 3656.508301
	Iteration 18Q: 3 clusters Score -8941059 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8941117.000000 Penalty: 3656.508301
	Iteration 19Q: 3 clusters Score -8941117 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -8941183.000000 Penalty: 3656.508301
	Iteration 20F: 3 clusters Score -8941183 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8941220.000000 Penalty: 3656.508301
	Iteration 21Q: 3 clusters Score -8941220 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -8941248.000000 Penalty: 3656.508301
	Iteration 22Q: 3 clusters Score -8941248 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73699 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8941264.000000 Penalty: 3656.508301
	Iteration 23Q: 3 clusters Score -8941264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8941298.000000 Penalty: 3656.508301
	Iteration 24Q: 3 clusters Score -8941298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -8941296.000000 Penalty: 3656.508301
	Iteration 25Q: 3 clusters Score -8941296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73955 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -8941297.000000 Penalty: 3656.508301
	Iteration 26Q: 3 clusters Score -8941297 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74017 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8941309.000000 Penalty: 3656.508301
	Iteration 27Q: 3 clusters Score -8941309 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8941299.000000 Penalty: 3656.508301
	Iteration 28Q: 3 clusters Score -8941299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74098 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -8941298.000000 Penalty: 3656.508301
	Iteration 29Q: 3 clusters Score -8941298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -8941296.000000 Penalty: 3656.508301
	Iteration 30Q: 3 clusters Score -8941296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8941294.000000 Penalty: 3656.508301
	Iteration 31Q: 3 clusters Score -8941294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74179 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8941298.000000 Penalty: 3656.508301
	Iteration 32Q: 3 clusters Score -8941298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8941297.000000 Penalty: 3656.508301
	Iteration 33Q: 3 clusters Score -8941297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -8941294.000000 Penalty: 3656.508301
	Iteration 34Q: 3 clusters Score -8941294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8941293.000000 Penalty: 3656.508301
	Iteration 35Q: 3 clusters Score -8941293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -8941297.000000 Penalty: 3656.508301
	Iteration 36Q: 3 clusters Score -8941297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8941283.000000 Penalty: 3656.508301
	Iteration 37Q: 3 clusters Score -8941283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8941286.000000 Penalty: 3656.508301
	Iteration 38Q: 3 clusters Score -8941286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8941289.000000 Penalty: 3656.508301
	Iteration 39Q: 3 clusters Score -8941289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74260 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8941283.000000 Penalty: 3656.508301
	Iteration 40F: 3 clusters Score -8941283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8941284.000000 Penalty: 3656.508301
	Iteration 41Q: 3 clusters Score -8941284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8941292.000000 Penalty: 3656.508301
	Iteration 42Q: 3 clusters Score -8941292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8941294.000000 Penalty: 3656.508301
	Iteration 43Q: 3 clusters Score -8941294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8941291.000000 Penalty: 3656.508301
	Iteration 44Q: 3 clusters Score -8941291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8941290.000000 Penalty: 3656.508301
	Iteration 45Q: 3 clusters Score -8941290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8941292.000000 Penalty: 3656.508301
	Iteration 46Q: 3 clusters Score -8941292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8941285.000000 Penalty: 3656.508301
	Iteration 47Q: 3 clusters Score -8941285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8941290.000000 Penalty: 3656.508301
	Iteration 48Q: 3 clusters Score -8941290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74305 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8941289.000000 Penalty: 3656.508301
	Iteration 49Q: 3 clusters Score -8941289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8941293.000000 Penalty: 3656.508301
	Iteration 50Q: 3 clusters Score -8941293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8941310.000000 Penalty: 3656.508301
	Iteration 51Q: 3 clusters Score -8941310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8941315.000000 Penalty: 3656.508301
	Iteration 52Q: 3 clusters Score -8941315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8941325.000000 Penalty: 3656.508301
	Iteration 53Q: 3 clusters Score -8941325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8941330.000000 Penalty: 3656.508301
	Iteration 54Q: 3 clusters Score -8941330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8941324.000000 Penalty: 3656.508301
	Iteration 55Q: 3 clusters Score -8941324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8941324.000000 Penalty: 3656.508301
	Iteration 56F: 3 clusters Score -8941324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Entering Unmasked Estep 
Score: -1881305.375000 Penalty: 1575.014404
	Iteration 0F: 2 clusters Score -1881305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1870184.250000 Penalty: 3150.028809
	Iteration 0F: 3 clusters Score -1870184 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1874145.000000 Penalty: 3150.028809
	Iteration 1F: 3 clusters Score -1874145 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1874408.500000 Penalty: 3150.028809
	Iteration 2Q: 3 clusters Score -1874408 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1874598.750000 Penalty: 3150.028809
	Iteration 3Q: 3 clusters Score -1874599 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1874814.000000 Penalty: 3150.028809
	Iteration 4Q: 3 clusters Score -1874814 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1875033.375000 Penalty: 3150.028809
	Iteration 5Q: 3 clusters Score -1875033 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1875286.000000 Penalty: 3150.028809
	Iteration 6Q: 3 clusters Score -1875286 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1875572.375000 Penalty: 3150.028809
	Iteration 7Q: 3 clusters Score -1875572 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1875866.875000 Penalty: 3150.028809
	Iteration 8Q: 3 clusters Score -1875867 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1876206.500000 Penalty: 3150.028809
	Iteration 9Q: 3 clusters Score -1876206 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1876665.375000 Penalty: 3150.028809
	Iteration 10F: 3 clusters Score -1876665 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1877270.250000 Penalty: 3150.028809
	Iteration 11F: 3 clusters Score -1877270 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1878001.375000 Penalty: 3150.028809
	Iteration 12F: 3 clusters Score -1878001 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1878725.625000 Penalty: 3150.028809
	Iteration 13F: 3 clusters Score -1878726 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1879326.750000 Penalty: 3150.028809
	Iteration 14Q: 3 clusters Score -1879327 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1879748.250000 Penalty: 3150.028809
	Iteration 15Q: 3 clusters Score -1879748 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1879984.875000 Penalty: 3150.028809
	Iteration 16Q: 3 clusters Score -1879985 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1880126.375000 Penalty: 3150.028809
	Iteration 17Q: 3 clusters Score -1880126 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1880226.125000 Penalty: 3150.028809
	Iteration 18Q: 3 clusters Score -1880226 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1880308.750000 Penalty: 3150.028809
	Iteration 19Q: 3 clusters Score -1880309 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1880360.750000 Penalty: 3150.028809
	Iteration 20F: 3 clusters Score -1880361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1880415.125000 Penalty: 3150.028809
	Iteration 21Q: 3 clusters Score -1880415 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1880446.375000 Penalty: 3150.028809
	Iteration 22Q: 3 clusters Score -1880446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1880469.875000 Penalty: 3150.028809
	Iteration 23Q: 3 clusters Score -1880470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1880473.125000 Penalty: 3150.028809
	Iteration 24Q: 3 clusters Score -1880473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1880481.875000 Penalty: 3150.028809
	Iteration 25Q: 3 clusters Score -1880482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1880486.875000 Penalty: 3150.028809
	Iteration 26Q: 3 clusters Score -1880487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1880494.875000 Penalty: 3150.028809
	Iteration 27Q: 3 clusters Score -1880495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1880503.625000 Penalty: 3150.028809
	Iteration 28Q: 3 clusters Score -1880504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1880509.125000 Penalty: 3150.028809
	Iteration 29Q: 3 clusters Score -1880509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1880509.125000 Penalty: 3150.028809
	Iteration 30Q: 3 clusters Score -1880509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1880512.250000 Penalty: 3150.028809
	Iteration 31Q: 3 clusters Score -1880512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1880514.000000 Penalty: 3150.028809
	Iteration 32Q: 3 clusters Score -1880514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1880515.500000 Penalty: 3150.028809
	Iteration 33Q: 3 clusters Score -1880516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1880516.875000 Penalty: 3150.028809
	Iteration 34Q: 3 clusters Score -1880517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1880525.500000 Penalty: 3150.028809
	Iteration 35Q: 3 clusters Score -1880526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1880531.250000 Penalty: 3150.028809
	Iteration 36Q: 3 clusters Score -1880531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1880529.875000 Penalty: 3150.028809
	Iteration 37Q: 3 clusters Score -1880530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1880532.000000 Penalty: 3150.028809
	Iteration 38Q: 3 clusters Score -1880532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1880533.375000 Penalty: 3150.028809
	Iteration 39Q: 3 clusters Score -1880533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1880532.375000 Penalty: 3150.028809
	Iteration 40F: 3 clusters Score -1880532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1880536.000000 Penalty: 3150.028809
	Iteration 41Q: 3 clusters Score -1880536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1880536.000000 Penalty: 3150.028809
	Iteration 42F: 3 clusters Score -1880536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Entering Unmasked Estep 
Score: -2846781.500000 Penalty: 1652.661865
	Iteration 0F: 2 clusters Score -2846782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2829279.000000 Penalty: 3305.323730
	Iteration 0F: 3 clusters Score -2829279 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2837803.000000 Penalty: 3305.323730
	Iteration 1F: 3 clusters Score -2837803 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2841898.000000 Penalty: 3305.323730
	Iteration 2F: 3 clusters Score -2841898 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2848090.750000 Penalty: 3305.323730
	Iteration 3F: 3 clusters Score -2848091 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2851916.000000 Penalty: 3305.323730
	Iteration 4F: 3 clusters Score -2851916 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2852931.250000 Penalty: 3305.323730
	Iteration 5F: 3 clusters Score -2852931 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2853209.750000 Penalty: 3305.323730
	Iteration 6Q: 3 clusters Score -2853210 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2853345.250000 Penalty: 3305.323730
	Iteration 7Q: 3 clusters Score -2853345 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2853468.250000 Penalty: 3305.323730
	Iteration 8Q: 3 clusters Score -2853468 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2853576.250000 Penalty: 3305.323730
	Iteration 9Q: 3 clusters Score -2853576 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2853683.750000 Penalty: 3305.323730
	Iteration 10Q: 3 clusters Score -2853684 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2853767.500000 Penalty: 3305.323730
	Iteration 11Q: 3 clusters Score -2853768 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2853816.500000 Penalty: 3305.323730
	Iteration 12Q: 3 clusters Score -2853816 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2853853.750000 Penalty: 3305.323730
	Iteration 13Q: 3 clusters Score -2853854 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2853873.750000 Penalty: 3305.323730
	Iteration 14Q: 3 clusters Score -2853874 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2853889.000000 Penalty: 3305.323730
	Iteration 15Q: 3 clusters Score -2853889 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2853900.250000 Penalty: 3305.323730
	Iteration 16Q: 3 clusters Score -2853900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2853920.000000 Penalty: 3305.323730
	Iteration 17Q: 3 clusters Score -2853920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2853916.500000 Penalty: 3305.323730
	Iteration 18Q: 3 clusters Score -2853916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2853913.000000 Penalty: 3305.323730
	Iteration 19Q: 3 clusters Score -2853913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2853918.750000 Penalty: 3305.323730
	Iteration 20F: 3 clusters Score -2853919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2853922.250000 Penalty: 3305.323730
	Iteration 21Q: 3 clusters Score -2853922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2853922.250000 Penalty: 3305.323730
	Iteration 22Q: 3 clusters Score -2853922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2853928.500000 Penalty: 3305.323730
	Iteration 23Q: 3 clusters Score -2853928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2853929.000000 Penalty: 3305.323730
	Iteration 24Q: 3 clusters Score -2853929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2853927.500000 Penalty: 3305.323730
	Iteration 25Q: 3 clusters Score -2853928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2853928.250000 Penalty: 3305.323730
	Iteration 26Q: 3 clusters Score -2853928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2853930.250000 Penalty: 3305.323730
	Iteration 27Q: 3 clusters Score -2853930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2853928.500000 Penalty: 3305.323730
	Iteration 28Q: 3 clusters Score -2853928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2853928.500000 Penalty: 3305.323730
	Iteration 29F: 3 clusters Score -2853928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 82819 members 
Mstep: Class 3 contains 73034 members 
Mstep: Class 4 contains 30430 members 
Mstep: Class 5 contains 12400 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 93763 members 
Mstep: Class 9 contains 1499 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 148143 members 
Mstep: Class 13 contains 76941 members 
Mstep: Class 14 contains 16194 members 
Mstep: Class 15 contains 23839 members 
Mstep: Class 16 contains 75698 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 19 contains 78965 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 24 contains 11687 members 
Entering Unmasked Estep 
Score: -86163992.000000 Penalty: 44005.855469
Splitting cluster 15 changes total score from -86155664.000000 to -86163992.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 16 (75698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Entering Unmasked Estep 
Score: -8911834.000000 Penalty: 1825.607300
	Iteration 0F: 2 clusters Score -8911834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -8861625.000000 Penalty: 3651.214600
	Iteration 0F: 3 clusters Score -8861625 nChanged 36027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -8882482.000000 Penalty: 3651.214600
	Iteration 1F: 3 clusters Score -8882482 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -8883233.000000 Penalty: 3651.214600
	Iteration 2Q: 3 clusters Score -8883233 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -8884097.000000 Penalty: 3651.214600
	Iteration 3Q: 3 clusters Score -8884097 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -8885227.000000 Penalty: 3651.214600
	Iteration 4Q: 3 clusters Score -8885227 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -8886697.000000 Penalty: 3651.214600
	Iteration 5Q: 3 clusters Score -8886697 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -8888514.000000 Penalty: 3651.214600
	Iteration 6Q: 3 clusters Score -8888514 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -8890977.000000 Penalty: 3651.214600
	Iteration 7F: 3 clusters Score -8890977 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -8894211.000000 Penalty: 3651.214600
	Iteration 8F: 3 clusters Score -8894211 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -8898144.000000 Penalty: 3651.214600
	Iteration 9F: 3 clusters Score -8898144 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -8901421.000000 Penalty: 3651.214600
	Iteration 10F: 3 clusters Score -8901421 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -8903109.000000 Penalty: 3651.214600
	Iteration 11Q: 3 clusters Score -8903109 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -8903683.000000 Penalty: 3651.214600
	Iteration 12Q: 3 clusters Score -8903683 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8903894.000000 Penalty: 3651.214600
	Iteration 13Q: 3 clusters Score -8903894 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8904070.000000 Penalty: 3651.214600
	Iteration 14Q: 3 clusters Score -8904070 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -8904188.000000 Penalty: 3651.214600
	Iteration 15Q: 3 clusters Score -8904188 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -8904331.000000 Penalty: 3651.214600
	Iteration 16Q: 3 clusters Score -8904331 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -8904416.000000 Penalty: 3651.214600
	Iteration 17Q: 3 clusters Score -8904416 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -8904486.000000 Penalty: 3651.214600
	Iteration 18Q: 3 clusters Score -8904486 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -8904568.000000 Penalty: 3651.214600
	Iteration 19Q: 3 clusters Score -8904568 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -8904624.000000 Penalty: 3651.214600
	Iteration 20F: 3 clusters Score -8904624 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -8904704.000000 Penalty: 3651.214600
	Iteration 21Q: 3 clusters Score -8904704 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -8904721.000000 Penalty: 3651.214600
	Iteration 22Q: 3 clusters Score -8904721 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -8904757.000000 Penalty: 3651.214600
	Iteration 23Q: 3 clusters Score -8904757 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -8904828.000000 Penalty: 3651.214600
	Iteration 24Q: 3 clusters Score -8904828 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -8904877.000000 Penalty: 3651.214600
	Iteration 25Q: 3 clusters Score -8904877 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -8904954.000000 Penalty: 3651.214600
	Iteration 26Q: 3 clusters Score -8904954 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -8905001.000000 Penalty: 3651.214600
	Iteration 27Q: 3 clusters Score -8905001 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -8905082.000000 Penalty: 3651.214600
	Iteration 28Q: 3 clusters Score -8905082 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -8905177.000000 Penalty: 3651.214600
	Iteration 29Q: 3 clusters Score -8905177 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -8905293.000000 Penalty: 3651.214600
	Iteration 30Q: 3 clusters Score -8905293 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -8905349.000000 Penalty: 3651.214600
	Iteration 31Q: 3 clusters Score -8905349 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -8905421.000000 Penalty: 3651.214600
	Iteration 32Q: 3 clusters Score -8905421 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -8905505.000000 Penalty: 3651.214600
	Iteration 33Q: 3 clusters Score -8905505 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -8905584.000000 Penalty: 3651.214600
	Iteration 34Q: 3 clusters Score -8905584 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -8905600.000000 Penalty: 3651.214600
	Iteration 35Q: 3 clusters Score -8905600 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -8905630.000000 Penalty: 3651.214600
	Iteration 36Q: 3 clusters Score -8905630 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -8905713.000000 Penalty: 3651.214600
	Iteration 37Q: 3 clusters Score -8905713 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -8905754.000000 Penalty: 3651.214600
	Iteration 38Q: 3 clusters Score -8905754 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -8905792.000000 Penalty: 3651.214600
	Iteration 39Q: 3 clusters Score -8905792 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -8905860.000000 Penalty: 3651.214600
	Iteration 40F: 3 clusters Score -8905860 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -8905931.000000 Penalty: 3651.214600
	Iteration 41Q: 3 clusters Score -8905931 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -8905978.000000 Penalty: 3651.214600
	Iteration 42Q: 3 clusters Score -8905978 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -8906080.000000 Penalty: 3651.214600
	Iteration 43Q: 3 clusters Score -8906080 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -8906173.000000 Penalty: 3651.214600
	Iteration 44Q: 3 clusters Score -8906173 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -8906273.000000 Penalty: 3651.214600
	Iteration 45Q: 3 clusters Score -8906273 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -8906339.000000 Penalty: 3651.214600
	Iteration 46Q: 3 clusters Score -8906339 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -8906433.000000 Penalty: 3651.214600
	Iteration 47Q: 3 clusters Score -8906433 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -8906508.000000 Penalty: 3651.214600
	Iteration 48Q: 3 clusters Score -8906508 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 60363 members 
Entering Unmasked Estep 
Score: -8906608.000000 Penalty: 3651.214600
	Iteration 49Q: 3 clusters Score -8906608 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -8906715.000000 Penalty: 3651.214600
	Iteration 50Q: 3 clusters Score -8906715 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -8906773.000000 Penalty: 3651.214600
	Iteration 51Q: 3 clusters Score -8906773 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -8906850.000000 Penalty: 3651.214600
	Iteration 52Q: 3 clusters Score -8906850 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -8906928.000000 Penalty: 3651.214600
	Iteration 53Q: 3 clusters Score -8906928 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8906996 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8907075 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -8907152.000000 Penalty: 3651.214600
	Iteration 56Q: 3 clusters Score -8907152 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -8907261.000000 Penalty: 3651.214600
	Iteration 57Q: 3 clusters Score -8907261 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -8907391.000000 Penalty: 3651.214600
	Iteration 58Q: 3 clusters Score -8907391 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -8907497.000000 Penalty: 3651.214600
	Iteration 59Q: 3 clusters Score -8907497 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -8907605.000000 Penalty: 3651.214600
	Iteration 60F: 3 clusters Score -8907605 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8907731 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8907826 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -8907953.000000 Penalty: 3651.214600
	Iteration 63Q: 3 clusters Score -8907953 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8908102 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8908251 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 68106 members 
Entering Unmasked Estep 
Score: -8908398.000000 Penalty: 3651.214600
	Iteration 66Q: 3 clusters Score -8908398 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8908561 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -8908700.000000 Penalty: 3651.214600
	Iteration 68Q: 3 clusters Score -8908700 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -8908795.000000 Penalty: 3651.214600
	Iteration 69Q: 3 clusters Score -8908795 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -8908899.000000 Penalty: 3651.214600
	Iteration 70Q: 3 clusters Score -8908899 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -8909047.000000 Penalty: 3651.214600
	Iteration 71Q: 3 clusters Score -8909047 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -8909124.000000 Penalty: 3651.214600
	Iteration 72Q: 3 clusters Score -8909124 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -8909205.000000 Penalty: 3651.214600
	Iteration 73Q: 3 clusters Score -8909205 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 70780 members 
Entering Unmasked Estep 
Score: -8909266.000000 Penalty: 3651.214600
	Iteration 74Q: 3 clusters Score -8909266 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8909337 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8909405 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 71424 members 
Entering Unmasked Estep 
Score: -8909475.000000 Penalty: 3651.214600
	Iteration 77Q: 3 clusters Score -8909475 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 71615 members 
Entering Unmasked Estep 
Score: -8909525.000000 Penalty: 3651.214600
	Iteration 78Q: 3 clusters Score -8909525 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8909586 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -8909609.000000 Penalty: 3651.214600
	Iteration 80F: 3 clusters Score -8909609 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -8909652.000000 Penalty: 3651.214600
	Iteration 81Q: 3 clusters Score -8909652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -8909688.000000 Penalty: 3651.214600
	Iteration 82Q: 3 clusters Score -8909688 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -8909740.000000 Penalty: 3651.214600
	Iteration 83Q: 3 clusters Score -8909740 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -8909774.000000 Penalty: 3651.214600
	Iteration 84Q: 3 clusters Score -8909774 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -8909806.000000 Penalty: 3651.214600
	Iteration 85Q: 3 clusters Score -8909806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 72770 members 
Entering Unmasked Estep 
Score: -8909848.000000 Penalty: 3651.214600
	Iteration 86Q: 3 clusters Score -8909848 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -8909863.000000 Penalty: 3651.214600
	Iteration 87Q: 3 clusters Score -8909863 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -8909896.000000 Penalty: 3651.214600
	Iteration 88Q: 3 clusters Score -8909896 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -8909952.000000 Penalty: 3651.214600
	Iteration 89Q: 3 clusters Score -8909952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -8909983.000000 Penalty: 3651.214600
	Iteration 90Q: 3 clusters Score -8909983 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -8910017.000000 Penalty: 3651.214600
	Iteration 91Q: 3 clusters Score -8910017 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -8910009.000000 Penalty: 3651.214600
	Iteration 92Q: 3 clusters Score -8910009 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 73419 members 
Entering Unmasked Estep 
Score: -8910024.000000 Penalty: 3651.214600
	Iteration 93Q: 3 clusters Score -8910024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -8910044.000000 Penalty: 3651.214600
	Iteration 94Q: 3 clusters Score -8910044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -8910068.000000 Penalty: 3651.214600
	Iteration 95Q: 3 clusters Score -8910068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -8910076.000000 Penalty: 3651.214600
	Iteration 96Q: 3 clusters Score -8910076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -8910091.000000 Penalty: 3651.214600
	Iteration 97Q: 3 clusters Score -8910091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -8910103.000000 Penalty: 3651.214600
	Iteration 98Q: 3 clusters Score -8910103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -8910121.000000 Penalty: 3651.214600
	Iteration 99Q: 3 clusters Score -8910121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 73767 members 
Entering Unmasked Estep 
Score: -8910150.000000 Penalty: 3651.214600
	Iteration 100F: 3 clusters Score -8910150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 73790 members 
Entering Unmasked Estep 
Score: -8910158.000000 Penalty: 3651.214600
	Iteration 101Q: 3 clusters Score -8910158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -8910157.000000 Penalty: 3651.214600
	Iteration 102Q: 3 clusters Score -8910157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -8910156.000000 Penalty: 3651.214600
	Iteration 103Q: 3 clusters Score -8910156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 73833 members 
Entering Unmasked Estep 
Score: -8910164.000000 Penalty: 3651.214600
	Iteration 104Q: 3 clusters Score -8910164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8910165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -8910165.000000 Penalty: 3651.214600
	Iteration 106Q: 3 clusters Score -8910165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -8910152.000000 Penalty: 3651.214600
	Iteration 107Q: 3 clusters Score -8910152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -8910161.000000 Penalty: 3651.214600
	Iteration 108Q: 3 clusters Score -8910161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -8910156.000000 Penalty: 3651.214600
	Iteration 109Q: 3 clusters Score -8910156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 73871 members 
Entering Unmasked Estep 
Score: -8910160.000000 Penalty: 3651.214600
	Iteration 110Q: 3 clusters Score -8910160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -8910166.000000 Penalty: 3651.214600
	Iteration 111Q: 3 clusters Score -8910166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -8910162.000000 Penalty: 3651.214600
	Iteration 112Q: 3 clusters Score -8910162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -8910164.000000 Penalty: 3651.214600
	Iteration 113Q: 3 clusters Score -8910164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -8910164.000000 Penalty: 3651.214600
	Iteration 114Q: 3 clusters Score -8910164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -8910166.000000 Penalty: 3651.214600
	Iteration 115Q: 3 clusters Score -8910166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -8910165.000000 Penalty: 3651.214600
	Iteration 116Q: 3 clusters Score -8910165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -8910166.000000 Penalty: 3651.214600
	Iteration 117Q: 3 clusters Score -8910166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -8910168.000000 Penalty: 3651.214600
	Iteration 118Q: 3 clusters Score -8910168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -8910172.000000 Penalty: 3651.214600
	Iteration 119Q: 3 clusters Score -8910172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -8910168.000000 Penalty: 3651.214600
	Iteration 120F: 3 clusters Score -8910168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -8910171.000000 Penalty: 3651.214600
	Iteration 121Q: 3 clusters Score -8910171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -8910170.000000 Penalty: 3651.214600
	Iteration 122Q: 3 clusters Score -8910170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -8910171.000000 Penalty: 3651.214600
	Iteration 123Q: 3 clusters Score -8910171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -8910174.000000 Penalty: 3651.214600
	Iteration 124Q: 3 clusters Score -8910174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -8910184.000000 Penalty: 3651.214600
	Iteration 125Q: 3 clusters Score -8910184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -8910183.000000 Penalty: 3651.214600
	Iteration 126Q: 3 clusters Score -8910183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -8910185.000000 Penalty: 3651.214600
	Iteration 127Q: 3 clusters Score -8910185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8910186 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
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	Iteration 129F: 3 clusters Score -8910186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -51872.914062 Penalty: 1034.271973
	Iteration 0F: 2 clusters Score -51872.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51101.242188 Penalty: 2068.543945
	Iteration 0F: 3 clusters Score -51101.24 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -51888.44 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52239.867188 Penalty: 2068.543945
	Iteration 2F: 3 clusters Score -52239.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52443.890625 Penalty: 2068.543945
	Iteration 3F: 3 clusters Score -52443.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52570.226562 Penalty: 2068.543945
	Iteration 4Q: 3 clusters Score -52570.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52621.328125 Penalty: 2068.543945
	Iteration 5Q: 3 clusters Score -52621.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52725.335938 Penalty: 2068.543945
	Iteration 6Q: 3 clusters Score -52725.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52814.777344 Penalty: 2068.543945
	Iteration 7Q: 3 clusters Score -52814.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52851.359375 Penalty: 2068.543945
	Iteration 8Q: 3 clusters Score -52851.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52865.242188 Penalty: 2068.543945
	Iteration 9Q: 3 clusters Score -52865.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52915.867188 Penalty: 2068.543945
	Iteration 10Q: 3 clusters Score -52915.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53009.148438 Penalty: 2068.543945
	Iteration 11Q: 3 clusters Score -53009.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53034.531250 Penalty: 2068.543945
	Iteration 12Q: 3 clusters Score -53034.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53036.882812 Penalty: 2068.543945
	Iteration 13Q: 3 clusters Score -53036.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53038.300781 Penalty: 2068.543945
	Iteration 14Q: 3 clusters Score -53038.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53091.429688 Penalty: 2068.543945
	Iteration 15F: 3 clusters Score -53091.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53201.937500 Penalty: 2068.543945
	Iteration 16Q: 3 clusters Score -53201.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53235.199219 Penalty: 2068.543945
	Iteration 17Q: 3 clusters Score -53235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53244.101562 Penalty: 2068.543945
	Iteration 18Q: 3 clusters Score -53244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53244.101562 Penalty: 2068.543945
	Iteration 19F: 3 clusters Score -53244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 82819 members 
Mstep: Class 3 contains 73034 members 
Mstep: Class 4 contains 30430 members 
Mstep: Class 5 contains 12400 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 93763 members 
Mstep: Class 9 contains 1499 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 148143 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 76941 members 
Mstep: Class 14 contains 16194 members 
Mstep: Class 15 contains 23839 members 
Mstep: Class 16 contains 75698 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 19 contains 78965 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 24 contains 11687 members 
Entering Unmasked Estep 
Score: -86164248.000000 Penalty: 46206.148438
Splitting cluster 17 changes total score from -86155664.000000 to -86164248.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 19 (78965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Entering Unmasked Estep 
Score: -9248025.000000 Penalty: 1832.473511
	Iteration 0F: 2 clusters Score -9248025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -9195819.000000 Penalty: 3664.947021
	Iteration 0F: 3 clusters Score -9195819 nChanged 37594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -9217650.000000 Penalty: 3664.947021
	Iteration 1F: 3 clusters Score -9217650 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -9218430.000000 Penalty: 3664.947021
	Iteration 2Q: 3 clusters Score -9218430 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -9219500.000000 Penalty: 3664.947021
	Iteration 3Q: 3 clusters Score -9219500 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -9221156.000000 Penalty: 3664.947021
	Iteration 4Q: 3 clusters Score -9221156 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -9223773.000000 Penalty: 3664.947021
	Iteration 5F: 3 clusters Score -9223773 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -9227522.000000 Penalty: 3664.947021
	Iteration 6F: 3 clusters Score -9227522 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -9232446.000000 Penalty: 3664.947021
	Iteration 7F: 3 clusters Score -9232446 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -9237139.000000 Penalty: 3664.947021
	Iteration 8F: 3 clusters Score -9237139 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -9240846.000000 Penalty: 3664.947021
	Iteration 9F: 3 clusters Score -9240846 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -9242880.000000 Penalty: 3664.947021
	Iteration 10Q: 3 clusters Score -9242880 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -9243858.000000 Penalty: 3664.947021
	Iteration 11Q: 3 clusters Score -9243858 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -9244411.000000 Penalty: 3664.947021
	Iteration 12Q: 3 clusters Score -9244411 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -9244798.000000 Penalty: 3664.947021
	Iteration 13Q: 3 clusters Score -9244798 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -9245086.000000 Penalty: 3664.947021
	Iteration 14Q: 3 clusters Score -9245086 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -9245356.000000 Penalty: 3664.947021
	Iteration 15Q: 3 clusters Score -9245356 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -9245601.000000 Penalty: 3664.947021
	Iteration 16Q: 3 clusters Score -9245601 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -9245793.000000 Penalty: 3664.947021
	Iteration 17Q: 3 clusters Score -9245793 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -9245905.000000 Penalty: 3664.947021
	Iteration 18Q: 3 clusters Score -9245905 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -9245978.000000 Penalty: 3664.947021
	Iteration 19Q: 3 clusters Score -9245978 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -9246068.000000 Penalty: 3664.947021
	Iteration 20F: 3 clusters Score -9246068 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -9246171.000000 Penalty: 3664.947021
	Iteration 21Q: 3 clusters Score -9246171 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -9246221.000000 Penalty: 3664.947021
	Iteration 22Q: 3 clusters Score -9246221 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -9246273.000000 Penalty: 3664.947021
	Iteration 23Q: 3 clusters Score -9246273 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
Score: -9246331.000000 Penalty: 3664.947021
	Iteration 24Q: 3 clusters Score -9246331 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -9246395.000000 Penalty: 3664.947021
	Iteration 25Q: 3 clusters Score -9246395 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -9246433.000000 Penalty: 3664.947021
	Iteration 26Q: 3 clusters Score -9246433 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -9246443.000000 Penalty: 3664.947021
	Iteration 27Q: 3 clusters Score -9246443 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -9246471.000000 Penalty: 3664.947021
	Iteration 28Q: 3 clusters Score -9246471 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -9246537.000000 Penalty: 3664.947021
	Iteration 29Q: 3 clusters Score -9246537 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 75095 members 
Entering Unmasked Estep 
Score: -9246565.000000 Penalty: 3664.947021
	Iteration 30Q: 3 clusters Score -9246565 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -9246603.000000 Penalty: 3664.947021
	Iteration 31Q: 3 clusters Score -9246603 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -9246579.000000 Penalty: 3664.947021
	Iteration 32Q: 3 clusters Score -9246579 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -9246608.000000 Penalty: 3664.947021
	Iteration 33Q: 3 clusters Score -9246608 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -9246631.000000 Penalty: 3664.947021
	Iteration 34Q: 3 clusters Score -9246631 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -9246623.000000 Penalty: 3664.947021
	Iteration 35Q: 3 clusters Score -9246623 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -9246620.000000 Penalty: 3664.947021
	Iteration 36Q: 3 clusters Score -9246620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 76171 members 
Entering Unmasked Estep 
Score: -9246636.000000 Penalty: 3664.947021
	Iteration 37Q: 3 clusters Score -9246636 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -9246652.000000 Penalty: 3664.947021
	Iteration 38Q: 3 clusters Score -9246652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -9246651.000000 Penalty: 3664.947021
	Iteration 39Q: 3 clusters Score -9246651 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -9246714.000000 Penalty: 3664.947021
	Iteration 40F: 3 clusters Score -9246714 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -9246722.000000 Penalty: 3664.947021
	Iteration 41Q: 3 clusters Score -9246722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -9246722.000000 Penalty: 3664.947021
	Iteration 42Q: 3 clusters Score -9246722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -9246747.000000 Penalty: 3664.947021
	Iteration 43Q: 3 clusters Score -9246747 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -9246761.000000 Penalty: 3664.947021
	Iteration 44Q: 3 clusters Score -9246761 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -9246784.000000 Penalty: 3664.947021
	Iteration 45Q: 3 clusters Score -9246784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 77023 members 
Entering Unmasked Estep 
Score: -9246776.000000 Penalty: 3664.947021
	Iteration 46Q: 3 clusters Score -9246776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -9246802.000000 Penalty: 3664.947021
	Iteration 47Q: 3 clusters Score -9246802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -9246804.000000 Penalty: 3664.947021
	Iteration 48Q: 3 clusters Score -9246804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -9246806.000000 Penalty: 3664.947021
	Iteration 49Q: 3 clusters Score -9246806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 77261 members 
Entering Unmasked Estep 
Score: -9246810.000000 Penalty: 3664.947021
	Iteration 50Q: 3 clusters Score -9246810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -9246822.000000 Penalty: 3664.947021
	Iteration 51Q: 3 clusters Score -9246822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -9246831.000000 Penalty: 3664.947021
	Iteration 52Q: 3 clusters Score -9246831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -9246821.000000 Penalty: 3664.947021
	Iteration 53Q: 3 clusters Score -9246821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -9246829.000000 Penalty: 3664.947021
	Iteration 54Q: 3 clusters Score -9246829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 77387 members 
Entering Unmasked Estep 
Score: -9246827.000000 Penalty: 3664.947021
	Iteration 55Q: 3 clusters Score -9246827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -9246828.000000 Penalty: 3664.947021
	Iteration 56Q: 3 clusters Score -9246828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -9246825.000000 Penalty: 3664.947021
	Iteration 57Q: 3 clusters Score -9246825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -9246828.000000 Penalty: 3664.947021
	Iteration 58Q: 3 clusters Score -9246828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 77443 members 
Entering Unmasked Estep 
Score: -9246831.000000 Penalty: 3664.947021
	Iteration 59Q: 3 clusters Score -9246831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 77455 members 
Entering Unmasked Estep 
Score: -9246822.000000 Penalty: 3664.947021
	Iteration 60F: 3 clusters Score -9246822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -9246819.000000 Penalty: 3664.947021
	Iteration 61Q: 3 clusters Score -9246819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -9246814.000000 Penalty: 3664.947021
	Iteration 62Q: 3 clusters Score -9246814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 77489 members 
Entering Unmasked Estep 
Score: -9246817.000000 Penalty: 3664.947021
	Iteration 63Q: 3 clusters Score -9246817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -9246818.000000 Penalty: 3664.947021
	Iteration 64Q: 3 clusters Score -9246818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -9246828.000000 Penalty: 3664.947021
	Iteration 65Q: 3 clusters Score -9246828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -9246827.000000 Penalty: 3664.947021
	Iteration 66Q: 3 clusters Score -9246827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
Score: -9246818.000000 Penalty: 3664.947021
	Iteration 67Q: 3 clusters Score -9246818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -9246821.000000 Penalty: 3664.947021
	Iteration 68Q: 3 clusters Score -9246821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -9246830.000000 Penalty: 3664.947021
	Iteration 69Q: 3 clusters Score -9246830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -9246828.000000 Penalty: 3664.947021
	Iteration 70Q: 3 clusters Score -9246828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -9246826.000000 Penalty: 3664.947021
	Iteration 71Q: 3 clusters Score -9246826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -9246828.000000 Penalty: 3664.947021
	Iteration 72Q: 3 clusters Score -9246828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -9246829.000000 Penalty: 3664.947021
	Iteration 73Q: 3 clusters Score -9246829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -9246829.000000 Penalty: 3664.947021
	Iteration 74F: 3 clusters Score -9246829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -228350.546875 Penalty: 1246.823242
	Iteration 0F: 2 clusters Score -228350.5 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 1068 members 
Entering Unmasked Estep 
Score: -226457.078125 Penalty: 2493.646484
	Iteration 0F: 3 clusters Score -226457.1 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -227464.765625 Penalty: 2493.646484
	Iteration 1F: 3 clusters Score -227464.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -228099.859375 Penalty: 2493.646484
	Iteration 2F: 3 clusters Score -228099.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -228662.203125 Penalty: 2493.646484
	Iteration 3F: 3 clusters Score -228662.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -228965.093750 Penalty: 2493.646484
	Iteration 4F: 3 clusters Score -228965.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -229087.750000 Penalty: 2493.646484
	Iteration 5F: 3 clusters Score -229087.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -229132.734375 Penalty: 2493.646484
	Iteration 6Q: 3 clusters Score -229132.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -229159.843750 Penalty: 2493.646484
	Iteration 7Q: 3 clusters Score -229159.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -229179.218750 Penalty: 2493.646484
	Iteration 8Q: 3 clusters Score -229179.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -229190.328125 Penalty: 2493.646484
	Iteration 9Q: 3 clusters Score -229190.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -229202.250000 Penalty: 2493.646484
	Iteration 10Q: 3 clusters Score -229202.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -229214.515625 Penalty: 2493.646484
	Iteration 11Q: 3 clusters Score -229214.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -229225.875000 Penalty: 2493.646484
	Iteration 12Q: 3 clusters Score -229225.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -229232.515625 Penalty: 2493.646484
	Iteration 13Q: 3 clusters Score -229232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -229235.375000 Penalty: 2493.646484
	Iteration 14Q: 3 clusters Score -229235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -229236.265625 Penalty: 2493.646484
	Iteration 15Q: 3 clusters Score -229236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -229236.359375 Penalty: 2493.646484
	Iteration 16Q: 3 clusters Score -229236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -229236.359375 Penalty: 2493.646484
	Iteration 17F: 3 clusters Score -229236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 82819 members 
Mstep: Class 3 contains 73034 members 
Mstep: Class 4 contains 30430 members 
Mstep: Class 5 contains 12400 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 93763 members 
Mstep: Class 9 contains 1499 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 148143 members 
Mstep: Class 12 contains 212 members 
Mstep: Class 13 contains 76941 members 
Mstep: Class 14 contains 16194 members 
Mstep: Class 15 contains 23839 members 
Mstep: Class 16 contains 75698 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 78965 members 
Mstep: Class 20 contains 405 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 24 contains 11687 members 
Entering Unmasked Estep 
Score: -86164120.000000 Penalty: 48406.441406
Splitting cluster 20 changes total score from -86155664.000000 to -86164120.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 21 (3661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Entering Unmasked Estep 
Score: -420298.312500 Penalty: 1333.392456
	Iteration 0F: 2 clusters Score -420298.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -417150.343750 Penalty: 2666.784912
	Iteration 0F: 3 clusters Score -417150.3 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -417950.187500 Penalty: 2666.784912
	Iteration 1F: 3 clusters Score -417950.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -418122.500000 Penalty: 2666.784912
	Iteration 2F: 3 clusters Score -418122.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -418259.500000 Penalty: 2666.784912
	Iteration 3F: 3 clusters Score -418259.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -418344.156250 Penalty: 2666.784912
	Iteration 4Q: 3 clusters Score -418344.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -418411.093750 Penalty: 2666.784912
	Iteration 5Q: 3 clusters Score -418411.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -418509.750000 Penalty: 2666.784912
	Iteration 6Q: 3 clusters Score -418509.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -418651.031250 Penalty: 2666.784912
	Iteration 7Q: 3 clusters Score -418651 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -418795.156250 Penalty: 2666.784912
	Iteration 8Q: 3 clusters Score -418795.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -419003.500000 Penalty: 2666.784912
	Iteration 9Q: 3 clusters Score -419003.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -419242.031250 Penalty: 2666.784912
	Iteration 10F: 3 clusters Score -419242 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -419404.718750 Penalty: 2666.784912
	Iteration 11Q: 3 clusters Score -419404.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -419517.593750 Penalty: 2666.784912
	Iteration 12Q: 3 clusters Score -419517.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -419589.218750 Penalty: 2666.784912
	Iteration 13Q: 3 clusters Score -419589.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -419629.937500 Penalty: 2666.784912
	Iteration 14Q: 3 clusters Score -419629.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -419651.781250 Penalty: 2666.784912
	Iteration 15Q: 3 clusters Score -419651.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -419668.062500 Penalty: 2666.784912
	Iteration 16Q: 3 clusters Score -419668.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -419683.312500 Penalty: 2666.784912
	Iteration 17Q: 3 clusters Score -419683.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -419694.968750 Penalty: 2666.784912
	Iteration 18Q: 3 clusters Score -419695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -419709.187500 Penalty: 2666.784912
	Iteration 19Q: 3 clusters Score -419709.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -419721.468750 Penalty: 2666.784912
	Iteration 20F: 3 clusters Score -419721.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -419732.843750 Penalty: 2666.784912
	Iteration 21Q: 3 clusters Score -419732.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -419746.468750 Penalty: 2666.784912
	Iteration 22Q: 3 clusters Score -419746.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -419764.218750 Penalty: 2666.784912
	Iteration 23Q: 3 clusters Score -419764.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -419782.000000 Penalty: 2666.784912
	Iteration 24Q: 3 clusters Score -419782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -419802.062500 Penalty: 2666.784912
	Iteration 25Q: 3 clusters Score -419802.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -419819.718750 Penalty: 2666.784912
	Iteration 26Q: 3 clusters Score -419819.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -419831.312500 Penalty: 2666.784912
	Iteration 27Q: 3 clusters Score -419831.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -419840.625000 Penalty: 2666.784912
	Iteration 28Q: 3 clusters Score -419840.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -419847.718750 Penalty: 2666.784912
	Iteration 29Q: 3 clusters Score -419847.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -419855.000000 Penalty: 2666.784912
	Iteration 30Q: 3 clusters Score -419855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -419860.562500 Penalty: 2666.784912
	Iteration 31Q: 3 clusters Score -419860.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -419867.031250 Penalty: 2666.784912
	Iteration 32Q: 3 clusters Score -419867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -419871.906250 Penalty: 2666.784912
	Iteration 33Q: 3 clusters Score -419871.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -419877.187500 Penalty: 2666.784912
	Iteration 34Q: 3 clusters Score -419877.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -419882.406250 Penalty: 2666.784912
	Iteration 35Q: 3 clusters Score -419882.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -419885.781250 Penalty: 2666.784912
	Iteration 36Q: 3 clusters Score -419885.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -419888.875000 Penalty: 2666.784912
	Iteration 37Q: 3 clusters Score -419888.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -419892.937500 Penalty: 2666.784912
	Iteration 38Q: 3 clusters Score -419892.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -419898.000000 Penalty: 2666.784912
	Iteration 39Q: 3 clusters Score -419898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -419904.718750 Penalty: 2666.784912
	Iteration 40F: 3 clusters Score -419904.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -419914.312500 Penalty: 2666.784912
	Iteration 41Q: 3 clusters Score -419914.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -419923.718750 Penalty: 2666.784912
	Iteration 42Q: 3 clusters Score -419923.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -419929.406250 Penalty: 2666.784912
	Iteration 43Q: 3 clusters Score -419929.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -419937.093750 Penalty: 2666.784912
	Iteration 44Q: 3 clusters Score -419937.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -419947.875000 Penalty: 2666.784912
	Iteration 45Q: 3 clusters Score -419947.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -419961.437500 Penalty: 2666.784912
	Iteration 46Q: 3 clusters Score -419961.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -419971.750000 Penalty: 2666.784912
	Iteration 47Q: 3 clusters Score -419971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -419975.781250 Penalty: 2666.784912
	Iteration 48Q: 3 clusters Score -419975.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -419978.968750 Penalty: 2666.784912
	Iteration 49Q: 3 clusters Score -419979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -419980.250000 Penalty: 2666.784912
	Iteration 50Q: 3 clusters Score -419980.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -419983.437500 Penalty: 2666.784912
	Iteration 51Q: 3 clusters Score -419983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -419984.656250 Penalty: 2666.784912
	Iteration 52Q: 3 clusters Score -419984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -419985.687500 Penalty: 2666.784912
	Iteration 53Q: 3 clusters Score -419985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -419987.375000 Penalty: 2666.784912
	Iteration 54Q: 3 clusters Score -419987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -419988.093750 Penalty: 2666.784912
	Iteration 55Q: 3 clusters Score -419988.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -419988.093750 Penalty: 2666.784912
	Iteration 56F: 3 clusters Score -419988.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Entering Unmasked Estep 
Score: -1337930.500000 Penalty: 1522.012695
	Iteration 0F: 2 clusters Score -1337930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1329768.625000 Penalty: 3044.025391
	Iteration 0F: 3 clusters Score -1329769 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1332516.000000 Penalty: 3044.025391
	Iteration 1F: 3 clusters Score -1332516 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1332810.250000 Penalty: 3044.025391
	Iteration 2F: 3 clusters Score -1332810 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1333073.500000 Penalty: 3044.025391
	Iteration 3F: 3 clusters Score -1333074 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1333338.125000 Penalty: 3044.025391
	Iteration 4Q: 3 clusters Score -1333338 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1333729.875000 Penalty: 3044.025391
	Iteration 5F: 3 clusters Score -1333730 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1334216.375000 Penalty: 3044.025391
	Iteration 6F: 3 clusters Score -1334216 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1334727.750000 Penalty: 3044.025391
	Iteration 7F: 3 clusters Score -1334728 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1335159.500000 Penalty: 3044.025391
	Iteration 8F: 3 clusters Score -1335160 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1335540.125000 Penalty: 3044.025391
	Iteration 9F: 3 clusters Score -1335540 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1335869.375000 Penalty: 3044.025391
	Iteration 10Q: 3 clusters Score -1335869 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1336153.125000 Penalty: 3044.025391
	Iteration 11Q: 3 clusters Score -1336153 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1336419.625000 Penalty: 3044.025391
	Iteration 12Q: 3 clusters Score -1336420 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1336697.875000 Penalty: 3044.025391
	Iteration 13Q: 3 clusters Score -1336698 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1336952.375000 Penalty: 3044.025391
	Iteration 14Q: 3 clusters Score -1336952 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1337210.125000 Penalty: 3044.025391
	Iteration 15Q: 3 clusters Score -1337210 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1337423.750000 Penalty: 3044.025391
	Iteration 16Q: 3 clusters Score -1337424 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1337586.625000 Penalty: 3044.025391
	Iteration 17Q: 3 clusters Score -1337587 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1337687 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1337742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1337758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1337764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1337765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1337769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1337770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1337771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1337771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1337772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1337772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1337774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1337774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1337774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1337774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
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	Iteration 33F: 3 clusters Score -1337774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 82819 members 
Mstep: Class 3 contains 73034 members 
Mstep: Class 5 contains 12400 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 8 contains 93763 members 
Mstep: Class 9 contains 1499 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 148143 members 
Mstep: Class 13 contains 76941 members 
Mstep: Class 14 contains 16194 members 
Mstep: Class 15 contains 23839 members 
Mstep: Class 16 contains 75698 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 19 contains 78965 members 
Mstep: Class 20 contains 405 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 24 contains 11687 members 
Entering Unmasked Estep 
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Iteration 39Q: 23 clusters Score -8.616682e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 85272 members 
Mstep: Class 3 contains 73583 members 
Mstep: Class 4 contains 29694 members 
Mstep: Class 5 contains 11621 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 92471 members 
Mstep: Class 9 contains 1524 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 146648 members 
Mstep: Class 12 contains 203 members 
Mstep: Class 13 contains 76762 members 
Mstep: Class 14 contains 16099 members 
Mstep: Class 15 contains 24762 members 
Mstep: Class 16 contains 76500 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 1922 members 
Mstep: Class 19 contains 78347 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 3682 members 
Mstep: Class 24 contains 11686 members 
Entering Unmasked Estep 
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Iteration 40F: 23 clusters Score -8.617374e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 88608 members 
Mstep: Class 3 contains 73760 members 
Mstep: Class 4 contains 30391 members 
Mstep: Class 5 contains 10834 members 
Mstep: Class 6 contains 5355 members 
Mstep: Class 7 contains 2407 members 
Mstep: Class 8 contains 90741 members 
Mstep: Class 9 contains 1568 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 145132 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 76286 members 
Mstep: Class 14 contains 15845 members 
Mstep: Class 15 contains 25291 members 
Mstep: Class 16 contains 77273 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 1982 members 
Mstep: Class 19 contains 77022 members 
Mstep: Class 20 contains 389 members 
Mstep: Class 21 contains 3934 members 
Mstep: Class 24 contains 11693 members 
Entering Unmasked Estep 
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Iteration 41Q: 23 clusters Score -8.617903e+07 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 91858 members 
Mstep: Class 3 contains 73935 members 
Mstep: Class 4 contains 30862 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 5351 members 
Mstep: Class 7 contains 2476 members 
Mstep: Class 8 contains 89080 members 
Mstep: Class 9 contains 1613 members 
Mstep: Class 10 contains 3539 members 
Mstep: Class 11 contains 143997 members 
Mstep: Class 12 contains 214 members 
Mstep: Class 13 contains 75787 members 
Mstep: Class 14 contains 15659 members 
Mstep: Class 15 contains 25716 members 
Mstep: Class 16 contains 77990 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 75789 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 4121 members 
Mstep: Class 24 contains 11699 members 
Entering Unmasked Estep 
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Iteration 42Q: 23 clusters Score -8.618295e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 94785 members 
Mstep: Class 3 contains 74054 members 
Mstep: Class 4 contains 31168 members 
Mstep: Class 5 contains 9358 members 
Mstep: Class 6 contains 5369 members 
Mstep: Class 7 contains 2562 members 
Mstep: Class 8 contains 87435 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 143194 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 75275 members 
Mstep: Class 14 contains 15493 members 
Mstep: Class 15 contains 26047 members 
Mstep: Class 16 contains 78662 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 18 contains 2035 members 
Mstep: Class 19 contains 74792 members 
Mstep: Class 20 contains 350 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 24 contains 11699 members 
Entering Unmasked Estep 
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Iteration 43Q: 23 clusters Score -8.618531e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 97168 members 
Mstep: Class 3 contains 74133 members 
Mstep: Class 4 contains 31406 members 
Mstep: Class 5 contains 8648 members 
Mstep: Class 6 contains 5400 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 85926 members 
Mstep: Class 9 contains 1680 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 142537 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 13 contains 74822 members 
Mstep: Class 14 contains 15360 members 
Mstep: Class 15 contains 26316 members 
Mstep: Class 16 contains 79342 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 74190 members 
Mstep: Class 20 contains 341 members 
Mstep: Class 21 contains 4525 members 
Mstep: Class 24 contains 11697 members 
Entering Unmasked Estep 
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Iteration 44Q: 23 clusters Score -8.618785e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 99077 members 
Mstep: Class 3 contains 74248 members 
Mstep: Class 4 contains 31616 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 2744 members 
Mstep: Class 8 contains 84553 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 141945 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 13 contains 74426 members 
Mstep: Class 14 contains 15275 members 
Mstep: Class 15 contains 26526 members 
Mstep: Class 16 contains 79928 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 18 contains 2045 members 
Mstep: Class 19 contains 73900 members 
Mstep: Class 20 contains 339 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 24 contains 11700 members 
Entering Unmasked Estep 
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Iteration 45Q: 23 clusters Score -8.618973e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 100575 members 
Mstep: Class 3 contains 74380 members 
Mstep: Class 4 contains 31783 members 
Mstep: Class 5 contains 7367 members 
Mstep: Class 6 contains 5441 members 
Mstep: Class 7 contains 2833 members 
Mstep: Class 8 contains 83407 members 
Mstep: Class 9 contains 1732 members 
Mstep: Class 10 contains 3815 members 
Mstep: Class 11 contains 141476 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 13 contains 74020 members 
Mstep: Class 14 contains 15221 members 
Mstep: Class 15 contains 26724 members 
Mstep: Class 16 contains 80412 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 73929 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 21 contains 4740 members 
Mstep: Class 24 contains 11703 members 
Entering Unmasked Estep 
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Iteration 46Q: 23 clusters Score -8.619143e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 101778 members 
Mstep: Class 3 contains 74540 members 
Mstep: Class 4 contains 31893 members 
Mstep: Class 5 contains 6730 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2916 members 
Mstep: Class 8 contains 82458 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 3840 members 
Mstep: Class 11 contains 141002 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 73664 members 
Mstep: Class 14 contains 15168 members 
Mstep: Class 15 contains 26907 members 
Mstep: Class 16 contains 80759 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2050 members 
Mstep: Class 19 contains 74232 members 
Mstep: Class 20 contains 334 members 
Mstep: Class 21 contains 4824 members 
Mstep: Class 24 contains 11698 members 
Entering Unmasked Estep 
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Iteration 47Q: 23 clusters Score -8.619315e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 102783 members 
Mstep: Class 3 contains 74731 members 
Mstep: Class 4 contains 32003 members 
Mstep: Class 5 contains 6125 members 
Mstep: Class 6 contains 5440 members 
Mstep: Class 7 contains 2995 members 
Mstep: Class 8 contains 81519 members 
Mstep: Class 9 contains 1767 members 
Mstep: Class 10 contains 3850 members 
Mstep: Class 11 contains 140529 members 
Mstep: Class 12 contains 205 members 
Mstep: Class 13 contains 73340 members 
Mstep: Class 14 contains 15136 members 
Mstep: Class 15 contains 27066 members 
Mstep: Class 16 contains 80994 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2057 members 
Mstep: Class 19 contains 74805 members 
Mstep: Class 20 contains 330 members 
Mstep: Class 21 contains 4894 members 
Mstep: Class 24 contains 11699 members 
Entering Unmasked Estep 
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Iteration 48Q: 23 clusters Score -8.619497e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 103679 members 
Mstep: Class 3 contains 74848 members 
Mstep: Class 4 contains 32101 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 5427 members 
Mstep: Class 7 contains 3064 members 
Mstep: Class 8 contains 80668 members 
Mstep: Class 9 contains 1785 members 
Mstep: Class 10 contains 3857 members 
Mstep: Class 11 contains 140149 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 73015 members 
Mstep: Class 14 contains 15097 members 
Mstep: Class 15 contains 27234 members 
Mstep: Class 16 contains 81115 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2061 members 
Mstep: Class 19 contains 75497 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 4967 members 
Mstep: Class 24 contains 11693 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -8.619579e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 104532 members 
Mstep: Class 3 contains 74964 members 
Mstep: Class 4 contains 32197 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 6 contains 5414 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 79876 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 3846 members 
Mstep: Class 11 contains 139802 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 72702 members 
Mstep: Class 14 contains 15050 members 
Mstep: Class 15 contains 27416 members 
Mstep: Class 16 contains 81090 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2061 members 
Mstep: Class 19 contains 76181 members 
Mstep: Class 20 contains 322 members 
Mstep: Class 21 contains 5056 members 
Mstep: Class 24 contains 11686 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -8.619667e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 105146 members 
Mstep: Class 3 contains 75076 members 
Mstep: Class 4 contains 32271 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 79277 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 139453 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 72410 members 
Mstep: Class 14 contains 15032 members 
Mstep: Class 15 contains 27576 members 
Mstep: Class 16 contains 80971 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2055 members 
Mstep: Class 19 contains 76904 members 
Mstep: Class 20 contains 320 members 
Mstep: Class 21 contains 5146 members 
Mstep: Class 24 contains 11670 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -8.61978e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 105687 members 
Mstep: Class 3 contains 75198 members 
Mstep: Class 4 contains 32362 members 
Mstep: Class 5 contains 4599 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 3254 members 
Mstep: Class 8 contains 78755 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 3793 members 
Mstep: Class 11 contains 139154 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 72118 members 
Mstep: Class 14 contains 15010 members 
Mstep: Class 15 contains 27730 members 
Mstep: Class 16 contains 80750 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 19 contains 77562 members 
Mstep: Class 20 contains 317 members 
Mstep: Class 21 contains 5207 members 
Mstep: Class 24 contains 11664 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -8.619862e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 106222 members 
Mstep: Class 3 contains 75312 members 
Mstep: Class 4 contains 32436 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 78250 members 
Mstep: Class 9 contains 1856 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 138858 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 71824 members 
Mstep: Class 14 contains 14989 members 
Mstep: Class 15 contains 27875 members 
Mstep: Class 16 contains 80462 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 78176 members 
Mstep: Class 20 contains 315 members 
Mstep: Class 21 contains 5296 members 
Mstep: Class 24 contains 11646 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -8.619955e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 106687 members 
Mstep: Class 3 contains 75419 members 
Mstep: Class 4 contains 32502 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 3390 members 
Mstep: Class 8 contains 77894 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 138664 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 71496 members 
Mstep: Class 14 contains 14961 members 
Mstep: Class 15 contains 28010 members 
Mstep: Class 16 contains 80065 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2052 members 
Mstep: Class 19 contains 78735 members 
Mstep: Class 20 contains 314 members 
Mstep: Class 21 contains 5374 members 
Mstep: Class 24 contains 11630 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -8.620004e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 107104 members 
Mstep: Class 3 contains 75511 members 
Mstep: Class 4 contains 32574 members 
Mstep: Class 5 contains 4229 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 3451 members 
Mstep: Class 8 contains 77580 members 
Mstep: Class 9 contains 1852 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 138471 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 71189 members 
Mstep: Class 14 contains 14946 members 
Mstep: Class 15 contains 28137 members 
Mstep: Class 16 contains 79687 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 19 contains 79263 members 
Mstep: Class 20 contains 313 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 24 contains 11625 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -8.620028e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 107400 members 
Mstep: Class 3 contains 75617 members 
Mstep: Class 4 contains 32672 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 3486 members 
Mstep: Class 8 contains 77388 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3766 members 
Mstep: Class 11 contains 138318 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 70897 members 
Mstep: Class 14 contains 14924 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 79253 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 79759 members 
Mstep: Class 20 contains 314 members 
Mstep: Class 21 contains 5461 members 
Mstep: Class 24 contains 11624 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -8.620082e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 107697 members 
Mstep: Class 3 contains 75742 members 
Mstep: Class 4 contains 32739 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 77269 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 138164 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 70614 members 
Mstep: Class 14 contains 14910 members 
Mstep: Class 15 contains 28372 members 
Mstep: Class 16 contains 78790 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 80210 members 
Mstep: Class 20 contains 311 members 
Mstep: Class 21 contains 5480 members 
Mstep: Class 24 contains 11625 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -8.620127e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 107976 members 
Mstep: Class 3 contains 75839 members 
Mstep: Class 4 contains 32815 members 
Mstep: Class 5 contains 4061 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 77259 members 
Mstep: Class 9 contains 1864 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 11 contains 138031 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 70344 members 
Mstep: Class 14 contains 14901 members 
Mstep: Class 15 contains 28463 members 
Mstep: Class 16 contains 78267 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 80635 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 21 contains 5502 members 
Mstep: Class 24 contains 11624 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -8.620163e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 108207 members 
Mstep: Class 3 contains 75933 members 
Mstep: Class 4 contains 32868 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 5550 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 77282 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 11 contains 137958 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 70065 members 
Mstep: Class 14 contains 14884 members 
Mstep: Class 15 contains 28538 members 
Mstep: Class 16 contains 77757 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 81031 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 24 contains 11625 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -8.620153e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 108387 members 
Mstep: Class 3 contains 76050 members 
Mstep: Class 4 contains 32929 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 77338 members 
Mstep: Class 9 contains 1881 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 137827 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 69822 members 
Mstep: Class 14 contains 14869 members 
Mstep: Class 15 contains 28605 members 
Mstep: Class 16 contains 77283 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 81412 members 
Mstep: Class 20 contains 306 members 
Mstep: Class 21 contains 5529 members 
Mstep: Class 24 contains 11626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86201688.000000 Penalty: 48406.441406
Iteration 60F: 23 clusters Score -8.620169e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 108558 members 
Mstep: Class 3 contains 76173 members 
Mstep: Class 4 contains 32966 members 
Mstep: Class 5 contains 4004 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 77426 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 137659 members 
Mstep: Class 12 contains 208 members 
Mstep: Class 13 contains 69611 members 
Mstep: Class 14 contains 14855 members 
Mstep: Class 15 contains 28650 members 
Mstep: Class 16 contains 76795 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 81783 members 
Mstep: Class 20 contains 304 members 
Mstep: Class 21 contains 5548 members 
Mstep: Class 24 contains 11618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202024.000000 Penalty: 48406.441406
Iteration 61Q: 23 clusters Score -8.620202e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 108768 members 
Mstep: Class 3 contains 76272 members 
Mstep: Class 4 contains 33010 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 3679 members 
Mstep: Class 8 contains 77564 members 
Mstep: Class 9 contains 1901 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 137544 members 
Mstep: Class 12 contains 207 members 
Mstep: Class 13 contains 69430 members 
Mstep: Class 14 contains 14838 members 
Mstep: Class 15 contains 28693 members 
Mstep: Class 16 contains 76240 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 82096 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 21 contains 5549 members 
Mstep: Class 24 contains 11612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202352.000000 Penalty: 48406.441406
Iteration 62Q: 23 clusters Score -8.620235e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 108983 members 
Mstep: Class 3 contains 76355 members 
Mstep: Class 4 contains 33048 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 77786 members 
Mstep: Class 9 contains 1914 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 137437 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 69237 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 28722 members 
Mstep: Class 16 contains 75628 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 82394 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 21 contains 5564 members 
Mstep: Class 24 contains 11612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202512.000000 Penalty: 48406.441406
Iteration 63Q: 23 clusters Score -8.620251e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 109224 members 
Mstep: Class 3 contains 76464 members 
Mstep: Class 4 contains 33079 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 3725 members 
Mstep: Class 8 contains 78038 members 
Mstep: Class 9 contains 1926 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 137332 members 
Mstep: Class 12 contains 202 members 
Mstep: Class 13 contains 69061 members 
Mstep: Class 14 contains 14815 members 
Mstep: Class 15 contains 28750 members 
Mstep: Class 16 contains 74993 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 82645 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 21 contains 5557 members 
Mstep: Class 24 contains 11610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202856.000000 Penalty: 48406.441406
Iteration 64Q: 23 clusters Score -8.620286e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 109473 members 
Mstep: Class 3 contains 76588 members 
Mstep: Class 4 contains 33126 members 
Mstep: Class 5 contains 3966 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 78303 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 137229 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 68882 members 
Mstep: Class 14 contains 14813 members 
Mstep: Class 15 contains 28795 members 
Mstep: Class 16 contains 74322 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 2043 members 
Mstep: Class 19 contains 82876 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 21 contains 5548 members 
Mstep: Class 24 contains 11611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203296.000000 Penalty: 48406.441406
Iteration 65Q: 23 clusters Score -8.62033e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 109684 members 
Mstep: Class 3 contains 76717 members 
Mstep: Class 4 contains 33168 members 
Mstep: Class 5 contains 3956 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 3748 members 
Mstep: Class 8 contains 78595 members 
Mstep: Class 9 contains 1952 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 137102 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 68718 members 
Mstep: Class 14 contains 14807 members 
Mstep: Class 15 contains 28836 members 
Mstep: Class 16 contains 73691 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 2040 members 
Mstep: Class 19 contains 83087 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 21 contains 5549 members 
Mstep: Class 24 contains 11608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203176.000000 Penalty: 48406.441406
Iteration 66Q: 23 clusters Score -8.620318e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 109909 members 
Mstep: Class 3 contains 76859 members 
Mstep: Class 4 contains 33215 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 78875 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 11 contains 136982 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 68563 members 
Mstep: Class 14 contains 14803 members 
Mstep: Class 15 contains 28854 members 
Mstep: Class 16 contains 73087 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 83271 members 
Mstep: Class 20 contains 302 members 
Mstep: Class 21 contains 5545 members 
Mstep: Class 24 contains 11612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203168.000000 Penalty: 48406.441406
Iteration 67Q: 23 clusters Score -8.620317e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 110089 members 
Mstep: Class 3 contains 76998 members 
Mstep: Class 4 contains 33253 members 
Mstep: Class 5 contains 3945 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 79160 members 
Mstep: Class 9 contains 1965 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 11 contains 136884 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 68432 members 
Mstep: Class 14 contains 14809 members 
Mstep: Class 15 contains 28874 members 
Mstep: Class 16 contains 72487 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 83427 members 
Mstep: Class 20 contains 302 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 24 contains 11612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203112.000000 Penalty: 48406.441406
Iteration 68Q: 23 clusters Score -8.620311e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 110269 members 
Mstep: Class 3 contains 77167 members 
Mstep: Class 4 contains 33289 members 
Mstep: Class 5 contains 3941 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 3781 members 
Mstep: Class 8 contains 79438 members 
Mstep: Class 9 contains 1975 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 136781 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 68309 members 
Mstep: Class 14 contains 14807 members 
Mstep: Class 15 contains 28903 members 
Mstep: Class 16 contains 71890 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 83549 members 
Mstep: Class 20 contains 302 members 
Mstep: Class 21 contains 5535 members 
Mstep: Class 24 contains 11607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203064.000000 Penalty: 48406.441406
Iteration 69Q: 23 clusters Score -8.620306e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 110421 members 
Mstep: Class 3 contains 77355 members 
Mstep: Class 4 contains 33333 members 
Mstep: Class 5 contains 3938 members 
Mstep: Class 6 contains 5583 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 79748 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 3773 members 
Mstep: Class 11 contains 136650 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 68223 members 
Mstep: Class 14 contains 14814 members 
Mstep: Class 15 contains 28918 members 
Mstep: Class 16 contains 71297 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 83634 members 
Mstep: Class 20 contains 301 members 
Mstep: Class 21 contains 5530 members 
Mstep: Class 24 contains 11608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203048.000000 Penalty: 48406.441406
Iteration 70Q: 23 clusters Score -8.620305e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 110596 members 
Mstep: Class 3 contains 77525 members 
Mstep: Class 4 contains 33358 members 
Mstep: Class 5 contains 3939 members 
Mstep: Class 6 contains 5585 members 
Mstep: Class 7 contains 3790 members 
Mstep: Class 8 contains 80068 members 
Mstep: Class 9 contains 1997 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 136540 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 68151 members 
Mstep: Class 14 contains 14815 members 
Mstep: Class 15 contains 28935 members 
Mstep: Class 16 contains 70705 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2040 members 
Mstep: Class 19 contains 83694 members 
Mstep: Class 20 contains 297 members 
Mstep: Class 21 contains 5529 members 
Mstep: Class 24 contains 11607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203192.000000 Penalty: 48406.441406
Iteration 71Q: 23 clusters Score -8.620319e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 110780 members 
Mstep: Class 3 contains 77689 members 
Mstep: Class 4 contains 33385 members 
Mstep: Class 5 contains 3929 members 
Mstep: Class 6 contains 5585 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 80415 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 136400 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 68071 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 28955 members 
Mstep: Class 16 contains 70120 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 83764 members 
Mstep: Class 20 contains 294 members 
Mstep: Class 21 contains 5528 members 
Mstep: Class 24 contains 11605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86203144.000000 Penalty: 48406.441406
Iteration 72Q: 23 clusters Score -8.620314e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 110992 members 
Mstep: Class 3 contains 77844 members 
Mstep: Class 4 contains 33424 members 
Mstep: Class 5 contains 3925 members 
Mstep: Class 6 contains 5582 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 80783 members 
Mstep: Class 9 contains 2020 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 136240 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67995 members 
Mstep: Class 14 contains 14826 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 16 contains 69533 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 83802 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 5530 members 
Mstep: Class 24 contains 11605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202864.000000 Penalty: 48406.441406
Iteration 73Q: 23 clusters Score -8.620286e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 111213 members 
Mstep: Class 3 contains 77957 members 
Mstep: Class 4 contains 33471 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 6 contains 5585 members 
Mstep: Class 7 contains 3795 members 
Mstep: Class 8 contains 81105 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 136109 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67912 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 28991 members 
Mstep: Class 16 contains 69006 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 83829 members 
Mstep: Class 20 contains 289 members 
Mstep: Class 21 contains 5532 members 
Mstep: Class 24 contains 11605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202696.000000 Penalty: 48406.441406
Iteration 74Q: 23 clusters Score -8.62027e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 111366 members 
Mstep: Class 3 contains 78055 members 
Mstep: Class 4 contains 33493 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 6 contains 5593 members 
Mstep: Class 7 contains 3798 members 
Mstep: Class 8 contains 81405 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 135989 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67857 members 
Mstep: Class 14 contains 14833 members 
Mstep: Class 15 contains 28993 members 
Mstep: Class 16 contains 68557 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 83863 members 
Mstep: Class 20 contains 287 members 
Mstep: Class 21 contains 5533 members 
Mstep: Class 24 contains 11605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202696.000000 Penalty: 48406.441406
Iteration 75Q: 23 clusters Score -8.62027e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 111512 members 
Mstep: Class 3 contains 78165 members 
Mstep: Class 4 contains 33516 members 
Mstep: Class 5 contains 3900 members 
Mstep: Class 6 contains 5595 members 
Mstep: Class 7 contains 3804 members 
Mstep: Class 8 contains 81686 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 135896 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67791 members 
Mstep: Class 14 contains 14833 members 
Mstep: Class 15 contains 28999 members 
Mstep: Class 16 contains 68118 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2029 members 
Mstep: Class 19 contains 83890 members 
Mstep: Class 20 contains 286 members 
Mstep: Class 21 contains 5537 members 
Mstep: Class 24 contains 11604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202800.000000 Penalty: 48406.441406
Iteration 76Q: 23 clusters Score -8.62028e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 111637 members 
Mstep: Class 3 contains 78261 members 
Mstep: Class 4 contains 33531 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 5599 members 
Mstep: Class 7 contains 3813 members 
Mstep: Class 8 contains 81964 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 135818 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67757 members 
Mstep: Class 14 contains 14828 members 
Mstep: Class 15 contains 29002 members 
Mstep: Class 16 contains 67699 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 83918 members 
Mstep: Class 20 contains 285 members 
Mstep: Class 21 contains 5532 members 
Mstep: Class 24 contains 11603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202816.000000 Penalty: 48406.441406
Iteration 77Q: 23 clusters Score -8.620282e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 111767 members 
Mstep: Class 3 contains 78370 members 
Mstep: Class 4 contains 33543 members 
Mstep: Class 5 contains 3884 members 
Mstep: Class 6 contains 5596 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 82259 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 11 contains 135739 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67721 members 
Mstep: Class 14 contains 14828 members 
Mstep: Class 15 contains 28998 members 
Mstep: Class 16 contains 67266 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 83936 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5529 members 
Mstep: Class 24 contains 11601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86202928.000000 Penalty: 48406.441406
Iteration 78Q: 23 clusters Score -8.620293e+07 nChanged 1373
Entering ConstructFrom: 
Score: -86202928.000000 Penalty: 48406.441406
Entering ConstructFrom: 
Trying to split cluster 1 (15692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Entering Unmasked Estep 
Score: -1821817.125000 Penalty: 1569.897217
	Iteration 0F: 2 clusters Score -1821817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1811011.750000 Penalty: 3139.794434
	Iteration 0F: 3 clusters Score -1811012 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1814846.500000 Penalty: 3139.794434
	Iteration 1F: 3 clusters Score -1814846 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1815164.250000 Penalty: 3139.794434
	Iteration 2F: 3 clusters Score -1815164 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1815467.500000 Penalty: 3139.794434
	Iteration 3Q: 3 clusters Score -1815468 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1815814.375000 Penalty: 3139.794434
	Iteration 4Q: 3 clusters Score -1815814 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1816257.875000 Penalty: 3139.794434
	Iteration 5Q: 3 clusters Score -1816258 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1816809.000000 Penalty: 3139.794434
	Iteration 6Q: 3 clusters Score -1816809 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1817421.625000 Penalty: 3139.794434
	Iteration 7F: 3 clusters Score -1817422 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1818026.375000 Penalty: 3139.794434
	Iteration 8F: 3 clusters Score -1818026 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1818457.500000 Penalty: 3139.794434
	Iteration 9Q: 3 clusters Score -1818458 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1818710.875000 Penalty: 3139.794434
	Iteration 10Q: 3 clusters Score -1818711 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1818820.375000 Penalty: 3139.794434
	Iteration 11Q: 3 clusters Score -1818820 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1818907.625000 Penalty: 3139.794434
	Iteration 12Q: 3 clusters Score -1818908 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1818971.375000 Penalty: 3139.794434
	Iteration 13Q: 3 clusters Score -1818971 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1819025.000000 Penalty: 3139.794434
	Iteration 14Q: 3 clusters Score -1819025 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1819070.250000 Penalty: 3139.794434
	Iteration 15Q: 3 clusters Score -1819070 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1819133.625000 Penalty: 3139.794434
	Iteration 16Q: 3 clusters Score -1819134 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1819194.125000 Penalty: 3139.794434
	Iteration 17Q: 3 clusters Score -1819194 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1819247.875000 Penalty: 3139.794434
	Iteration 18Q: 3 clusters Score -1819248 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1819284.000000 Penalty: 3139.794434
	Iteration 19Q: 3 clusters Score -1819284 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1819306.500000 Penalty: 3139.794434
	Iteration 20F: 3 clusters Score -1819306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1819325.625000 Penalty: 3139.794434
	Iteration 21Q: 3 clusters Score -1819326 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1819355.750000 Penalty: 3139.794434
	Iteration 22Q: 3 clusters Score -1819356 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1819368.500000 Penalty: 3139.794434
	Iteration 23Q: 3 clusters Score -1819368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1819381.625000 Penalty: 3139.794434
	Iteration 24Q: 3 clusters Score -1819382 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1819394.375000 Penalty: 3139.794434
	Iteration 25Q: 3 clusters Score -1819394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1819416.000000 Penalty: 3139.794434
	Iteration 26Q: 3 clusters Score -1819416 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1819429.375000 Penalty: 3139.794434
	Iteration 27Q: 3 clusters Score -1819429 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1819435.750000 Penalty: 3139.794434
	Iteration 28Q: 3 clusters Score -1819436 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1819443.000000 Penalty: 3139.794434
	Iteration 29Q: 3 clusters Score -1819443 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1819455.375000 Penalty: 3139.794434
	Iteration 30Q: 3 clusters Score -1819455 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1819455.625000 Penalty: 3139.794434
	Iteration 31Q: 3 clusters Score -1819456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1819470.500000 Penalty: 3139.794434
	Iteration 32Q: 3 clusters Score -1819470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1819479.125000 Penalty: 3139.794434
	Iteration 33Q: 3 clusters Score -1819479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1819488.625000 Penalty: 3139.794434
	Iteration 34Q: 3 clusters Score -1819489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1819488.875000 Penalty: 3139.794434
	Iteration 35Q: 3 clusters Score -1819489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1819490.750000 Penalty: 3139.794434
	Iteration 36Q: 3 clusters Score -1819491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1819494.875000 Penalty: 3139.794434
	Iteration 37Q: 3 clusters Score -1819495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1819496.250000 Penalty: 3139.794434
	Iteration 38Q: 3 clusters Score -1819496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1819495.375000 Penalty: 3139.794434
	Iteration 39Q: 3 clusters Score -1819495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1819499.375000 Penalty: 3139.794434
	Iteration 40F: 3 clusters Score -1819499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1819500.375000 Penalty: 3139.794434
	Iteration 41Q: 3 clusters Score -1819500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1819506.375000 Penalty: 3139.794434
	Iteration 42Q: 3 clusters Score -1819506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1819508.750000 Penalty: 3139.794434
	Iteration 43Q: 3 clusters Score -1819509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1819509.750000 Penalty: 3139.794434
	Iteration 44Q: 3 clusters Score -1819510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1819510.375000 Penalty: 3139.794434
	Iteration 45Q: 3 clusters Score -1819510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1819510.500000 Penalty: 3139.794434
	Iteration 46Q: 3 clusters Score -1819510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1819514.125000 Penalty: 3139.794434
	Iteration 47Q: 3 clusters Score -1819514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1819512.375000 Penalty: 3139.794434
	Iteration 48Q: 3 clusters Score -1819512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1819512.500000 Penalty: 3139.794434
	Iteration 49Q: 3 clusters Score -1819512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1819512.625000 Penalty: 3139.794434
	Iteration 50Q: 3 clusters Score -1819513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1819511.000000 Penalty: 3139.794434
	Iteration 51Q: 3 clusters Score -1819511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1819512.875000 Penalty: 3139.794434
	Iteration 52Q: 3 clusters Score -1819513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1819513.500000 Penalty: 3139.794434
	Iteration 53Q: 3 clusters Score -1819514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1819510.625000 Penalty: 3139.794434
	Iteration 54Q: 3 clusters Score -1819511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1819512.250000 Penalty: 3139.794434
	Iteration 55Q: 3 clusters Score -1819512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1819512.000000 Penalty: 3139.794434
	Iteration 56Q: 3 clusters Score -1819512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1819512.000000 Penalty: 3139.794434
	Iteration 57F: 3 clusters Score -1819512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Entering Unmasked Estep 
Score: -13103750.000000 Penalty: 1889.110962
	Iteration 0F: 2 clusters Score -1.310375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -13032640.000000 Penalty: 3778.221924
	Iteration 0F: 3 clusters Score -1.303264e+07 nChanged 53645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -13063750.000000 Penalty: 3778.221924
	Iteration 1F: 3 clusters Score -1.306375e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -13064509.000000 Penalty: 3778.221924
	Iteration 2Q: 3 clusters Score -1.306451e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -13065431.000000 Penalty: 3778.221924
	Iteration 3Q: 3 clusters Score -1.306543e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -13067075.000000 Penalty: 3778.221924
	Iteration 4Q: 3 clusters Score -1.306708e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -13069566.000000 Penalty: 3778.221924
	Iteration 5Q: 3 clusters Score -1.306957e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -13073273.000000 Penalty: 3778.221924
	Iteration 6F: 3 clusters Score -1.307327e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -13078970.000000 Penalty: 3778.221924
	Iteration 7F: 3 clusters Score -1.307897e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -13085488.000000 Penalty: 3778.221924
	Iteration 8F: 3 clusters Score -1.308549e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -13091354.000000 Penalty: 3778.221924
	Iteration 9F: 3 clusters Score -1.309135e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 103437 members 
Entering Unmasked Estep 
Score: -13096267.000000 Penalty: 3778.221924
	Iteration 10Q: 3 clusters Score -1.309627e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 106343 members 
Entering Unmasked Estep 
Score: -13098926.000000 Penalty: 3778.221924
	Iteration 11Q: 3 clusters Score -1.309893e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 108047 members 
Entering Unmasked Estep 
Score: -13100350.000000 Penalty: 3778.221924
	Iteration 12Q: 3 clusters Score -1.310035e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 109057 members 
Entering Unmasked Estep 
Score: -13101098.000000 Penalty: 3778.221924
	Iteration 13Q: 3 clusters Score -1.31011e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -13101541.000000 Penalty: 3778.221924
	Iteration 14Q: 3 clusters Score -1.310154e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -13101761.000000 Penalty: 3778.221924
	Iteration 15Q: 3 clusters Score -1.310176e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
Score: -13101956.000000 Penalty: 3778.221924
	Iteration 16Q: 3 clusters Score -1.310196e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 110564 members 
Entering Unmasked Estep 
Score: -13102069.000000 Penalty: 3778.221924
	Iteration 17Q: 3 clusters Score -1.310207e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 110687 members 
Entering Unmasked Estep 
Score: -13102169.000000 Penalty: 3778.221924
	Iteration 18Q: 3 clusters Score -1.310217e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -13102214.000000 Penalty: 3778.221924
	Iteration 19Q: 3 clusters Score -1.310221e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 110854 members 
Entering Unmasked Estep 
Score: -13102251.000000 Penalty: 3778.221924
	Iteration 20F: 3 clusters Score -1.310225e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 110916 members 
Entering Unmasked Estep 
Score: -13102270.000000 Penalty: 3778.221924
	Iteration 21Q: 3 clusters Score -1.310227e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 110946 members 
Entering Unmasked Estep 
Score: -13102305.000000 Penalty: 3778.221924
	Iteration 22Q: 3 clusters Score -1.31023e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 110978 members 
Entering Unmasked Estep 
Score: -13102357.000000 Penalty: 3778.221924
	Iteration 23Q: 3 clusters Score -1.310236e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 111006 members 
Entering Unmasked Estep 
Score: -13102381.000000 Penalty: 3778.221924
	Iteration 24Q: 3 clusters Score -1.310238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 111021 members 
Entering Unmasked Estep 
Score: -13102380.000000 Penalty: 3778.221924
	Iteration 25Q: 3 clusters Score -1.310238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 111032 members 
Entering Unmasked Estep 
Score: -13102391.000000 Penalty: 3778.221924
	Iteration 26Q: 3 clusters Score -1.310239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 111041 members 
Entering Unmasked Estep 
Score: -13102397.000000 Penalty: 3778.221924
	Iteration 27Q: 3 clusters Score -1.31024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -13102389.000000 Penalty: 3778.221924
	Iteration 28Q: 3 clusters Score -1.310239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 111064 members 
Entering Unmasked Estep 
Score: -13102412.000000 Penalty: 3778.221924
	Iteration 29Q: 3 clusters Score -1.310241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 111070 members 
Entering Unmasked Estep 
Score: -13102400.000000 Penalty: 3778.221924
	Iteration 30Q: 3 clusters Score -1.31024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 111073 members 
Entering Unmasked Estep 
Score: -13102403.000000 Penalty: 3778.221924
	Iteration 31Q: 3 clusters Score -1.31024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -13102416.000000 Penalty: 3778.221924
	Iteration 32Q: 3 clusters Score -1.310242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 111085 members 
Entering Unmasked Estep 
Score: -13102412.000000 Penalty: 3778.221924
	Iteration 33Q: 3 clusters Score -1.310241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -13102407.000000 Penalty: 3778.221924
	Iteration 34Q: 3 clusters Score -1.310241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 111105 members 
Entering Unmasked Estep 
Score: -13102400.000000 Penalty: 3778.221924
	Iteration 35Q: 3 clusters Score -1.31024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 111107 members 
Entering Unmasked Estep 
Score: -13102396.000000 Penalty: 3778.221924
	Iteration 36Q: 3 clusters Score -1.31024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 111109 members 
Entering Unmasked Estep 
Score: -13102396.000000 Penalty: 3778.221924
	Iteration 37Q: 3 clusters Score -1.31024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 111111 members 
Entering Unmasked Estep 
Score: -13102409.000000 Penalty: 3778.221924
	Iteration 38Q: 3 clusters Score -1.310241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 111113 members 
Entering Unmasked Estep 
Score: -13102407.000000 Penalty: 3778.221924
	Iteration 39Q: 3 clusters Score -1.310241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 111113 members 
Entering Unmasked Estep 
Score: -13102407.000000 Penalty: 3778.221924
	Iteration 40F: 3 clusters Score -1.310241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Entering Unmasked Estep 
Score: -9074156.000000 Penalty: 1831.453613
	Iteration 0F: 2 clusters Score -9074156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -9022029.000000 Penalty: 3662.907227
	Iteration 0F: 3 clusters Score -9022029 nChanged 37249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -9043309.000000 Penalty: 3662.907227
	Iteration 1F: 3 clusters Score -9043309 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -9043782.000000 Penalty: 3662.907227
	Iteration 2Q: 3 clusters Score -9043782 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -9044384.000000 Penalty: 3662.907227
	Iteration 3Q: 3 clusters Score -9044384 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -9045072.000000 Penalty: 3662.907227
	Iteration 4Q: 3 clusters Score -9045072 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -9045834.000000 Penalty: 3662.907227
	Iteration 5Q: 3 clusters Score -9045834 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -9047003.000000 Penalty: 3662.907227
	Iteration 6Q: 3 clusters Score -9047003 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -9048795.000000 Penalty: 3662.907227
	Iteration 7Q: 3 clusters Score -9048795 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -9051348.000000 Penalty: 3662.907227
	Iteration 8F: 3 clusters Score -9051348 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -9055084.000000 Penalty: 3662.907227
	Iteration 9F: 3 clusters Score -9055084 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -9060046.000000 Penalty: 3662.907227
	Iteration 10F: 3 clusters Score -9060046 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -9065492.000000 Penalty: 3662.907227
	Iteration 11F: 3 clusters Score -9065492 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -9069934.000000 Penalty: 3662.907227
	Iteration 12F: 3 clusters Score -9069934 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -9072626.000000 Penalty: 3662.907227
	Iteration 13Q: 3 clusters Score -9072626 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -9074076.000000 Penalty: 3662.907227
	Iteration 14Q: 3 clusters Score -9074076 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -9074731.000000 Penalty: 3662.907227
	Iteration 15Q: 3 clusters Score -9074731 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -9075075.000000 Penalty: 3662.907227
	Iteration 16Q: 3 clusters Score -9075075 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -9075280.000000 Penalty: 3662.907227
	Iteration 17Q: 3 clusters Score -9075280 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -9075398.000000 Penalty: 3662.907227
	Iteration 18Q: 3 clusters Score -9075398 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -9075433.000000 Penalty: 3662.907227
	Iteration 19Q: 3 clusters Score -9075433 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -9075480.000000 Penalty: 3662.907227
	Iteration 20F: 3 clusters Score -9075480 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -9075506.000000 Penalty: 3662.907227
	Iteration 21Q: 3 clusters Score -9075506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -9075522.000000 Penalty: 3662.907227
	Iteration 22Q: 3 clusters Score -9075522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 74891 members 
Entering Unmasked Estep 
Score: -9075533.000000 Penalty: 3662.907227
	Iteration 23Q: 3 clusters Score -9075533 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -9075551.000000 Penalty: 3662.907227
	Iteration 24Q: 3 clusters Score -9075551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -9075543.000000 Penalty: 3662.907227
	Iteration 25Q: 3 clusters Score -9075543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -9075548.000000 Penalty: 3662.907227
	Iteration 26Q: 3 clusters Score -9075548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -9075546.000000 Penalty: 3662.907227
	Iteration 27Q: 3 clusters Score -9075546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -9075570.000000 Penalty: 3662.907227
	Iteration 28Q: 3 clusters Score -9075570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -9075561.000000 Penalty: 3662.907227
	Iteration 29Q: 3 clusters Score -9075561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 75115 members 
Entering Unmasked Estep 
Score: -9075578.000000 Penalty: 3662.907227
	Iteration 30Q: 3 clusters Score -9075578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 75133 members 
Entering Unmasked Estep 
Score: -9075585.000000 Penalty: 3662.907227
	Iteration 31Q: 3 clusters Score -9075585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -9075587.000000 Penalty: 3662.907227
	Iteration 32Q: 3 clusters Score -9075587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -9075586.000000 Penalty: 3662.907227
	Iteration 33Q: 3 clusters Score -9075586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -9075577.000000 Penalty: 3662.907227
	Iteration 34Q: 3 clusters Score -9075577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -9075588.000000 Penalty: 3662.907227
	Iteration 35Q: 3 clusters Score -9075588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -9075584.000000 Penalty: 3662.907227
	Iteration 36Q: 3 clusters Score -9075584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -9075583.000000 Penalty: 3662.907227
	Iteration 37Q: 3 clusters Score -9075583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -9075580.000000 Penalty: 3662.907227
	Iteration 38Q: 3 clusters Score -9075580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
Score: -9075586.000000 Penalty: 3662.907227
	Iteration 39Q: 3 clusters Score -9075586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -9075590.000000 Penalty: 3662.907227
	Iteration 40F: 3 clusters Score -9075590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -9075594.000000 Penalty: 3662.907227
	Iteration 41Q: 3 clusters Score -9075594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -9075590.000000 Penalty: 3662.907227
	Iteration 42Q: 3 clusters Score -9075590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -9075589.000000 Penalty: 3662.907227
	Iteration 43Q: 3 clusters Score -9075589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -9075589.000000 Penalty: 3662.907227
	Iteration 44F: 3 clusters Score -9075589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 111893 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 33535 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 82522 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 135677 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67680 members 
Mstep: Class 14 contains 14829 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 16 contains 66870 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 83953 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5531 members 
Mstep: Class 22 contains 75209 members 
Mstep: Class 24 contains 11601 members 
Entering Unmasked Estep 
Score: -86203944.000000 Penalty: 50606.734375
Splitting cluster 3 changes total score from -86202928.000000 to -86203944.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (33535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Entering Unmasked Estep 
Score: -3886393.000000 Penalty: 1693.306152
	Iteration 0F: 2 clusters Score -3886393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3863663.750000 Penalty: 3386.612305
	Iteration 0F: 3 clusters Score -3863664 nChanged 15550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3872747.500000 Penalty: 3386.612305
	Iteration 1F: 3 clusters Score -3872748 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3873731.500000 Penalty: 3386.612305
	Iteration 2F: 3 clusters Score -3873732 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3874808.000000 Penalty: 3386.612305
	Iteration 3F: 3 clusters Score -3874808 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3876075.750000 Penalty: 3386.612305
	Iteration 4F: 3 clusters Score -3876076 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3877655.750000 Penalty: 3386.612305
	Iteration 5F: 3 clusters Score -3877656 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3879701.000000 Penalty: 3386.612305
	Iteration 6F: 3 clusters Score -3879701 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3882033.500000 Penalty: 3386.612305
	Iteration 7F: 3 clusters Score -3882034 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3884089.500000 Penalty: 3386.612305
	Iteration 8F: 3 clusters Score -3884090 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3885366.000000 Penalty: 3386.612305
	Iteration 9Q: 3 clusters Score -3885366 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3885923.750000 Penalty: 3386.612305
	Iteration 10Q: 3 clusters Score -3885924 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3886194.500000 Penalty: 3386.612305
	Iteration 11Q: 3 clusters Score -3886194 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3886355.000000 Penalty: 3386.612305
	Iteration 12Q: 3 clusters Score -3886355 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3886426.250000 Penalty: 3386.612305
	Iteration 13Q: 3 clusters Score -3886426 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3886469.750000 Penalty: 3386.612305
	Iteration 14Q: 3 clusters Score -3886470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3886505.000000 Penalty: 3386.612305
	Iteration 15Q: 3 clusters Score -3886505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3886521.250000 Penalty: 3386.612305
	Iteration 16Q: 3 clusters Score -3886521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3886535.500000 Penalty: 3386.612305
	Iteration 17Q: 3 clusters Score -3886536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3886550.250000 Penalty: 3386.612305
	Iteration 18Q: 3 clusters Score -3886550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3886556.250000 Penalty: 3386.612305
	Iteration 19Q: 3 clusters Score -3886556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3886554.500000 Penalty: 3386.612305
	Iteration 20F: 3 clusters Score -3886554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3886563.250000 Penalty: 3386.612305
	Iteration 21Q: 3 clusters Score -3886563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3886570.000000 Penalty: 3386.612305
	Iteration 22Q: 3 clusters Score -3886570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3886566.500000 Penalty: 3386.612305
	Iteration 23Q: 3 clusters Score -3886566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3886566.500000 Penalty: 3386.612305
	Iteration 24F: 3 clusters Score -3886566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 111893 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 32603 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 82522 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 135677 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67680 members 
Mstep: Class 14 contains 14829 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 16 contains 66870 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 83953 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5531 members 
Mstep: Class 22 contains 75209 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 11601 members 
Entering Unmasked Estep 
Score: -86203656.000000 Penalty: 52807.027344
Splitting cluster 4 changes total score from -86202928.000000 to -86203656.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -456280.093750 Penalty: 1342.623779
	Iteration 0F: 2 clusters Score -456280.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -452955.687500 Penalty: 2685.247559
	Iteration 0F: 3 clusters Score -452955.7 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -453774.156250 Penalty: 2685.247559
	Iteration 1F: 3 clusters Score -453774.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -453920.406250 Penalty: 2685.247559
	Iteration 2F: 3 clusters Score -453920.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -453996.937500 Penalty: 2685.247559
	Iteration 3Q: 3 clusters Score -453996.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -454066.750000 Penalty: 2685.247559
	Iteration 4Q: 3 clusters Score -454066.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -454122.812500 Penalty: 2685.247559
	Iteration 5Q: 3 clusters Score -454122.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -454164.062500 Penalty: 2685.247559
	Iteration 6Q: 3 clusters Score -454164.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -454195.406250 Penalty: 2685.247559
	Iteration 7Q: 3 clusters Score -454195.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -454231.468750 Penalty: 2685.247559
	Iteration 8Q: 3 clusters Score -454231.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -454265.031250 Penalty: 2685.247559
	Iteration 9Q: 3 clusters Score -454265 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -454302.531250 Penalty: 2685.247559
	Iteration 10Q: 3 clusters Score -454302.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -454334.312500 Penalty: 2685.247559
	Iteration 11Q: 3 clusters Score -454334.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -454361.343750 Penalty: 2685.247559
	Iteration 12Q: 3 clusters Score -454361.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -454382.687500 Penalty: 2685.247559
	Iteration 13Q: 3 clusters Score -454382.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -454401.437500 Penalty: 2685.247559
	Iteration 14Q: 3 clusters Score -454401.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -454421.562500 Penalty: 2685.247559
	Iteration 15Q: 3 clusters Score -454421.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -454446.250000 Penalty: 2685.247559
	Iteration 16Q: 3 clusters Score -454446.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -454472.531250 Penalty: 2685.247559
	Iteration 17Q: 3 clusters Score -454472.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -454502.062500 Penalty: 2685.247559
	Iteration 18Q: 3 clusters Score -454502.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -454538.968750 Penalty: 2685.247559
	Iteration 19Q: 3 clusters Score -454539 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -454569.187500 Penalty: 2685.247559
	Iteration 20F: 3 clusters Score -454569.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -454601.718750 Penalty: 2685.247559
	Iteration 21Q: 3 clusters Score -454601.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -454633.093750 Penalty: 2685.247559
	Iteration 22Q: 3 clusters Score -454633.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -454667.187500 Penalty: 2685.247559
	Iteration 23Q: 3 clusters Score -454667.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -454706.468750 Penalty: 2685.247559
	Iteration 24Q: 3 clusters Score -454706.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -454752.718750 Penalty: 2685.247559
	Iteration 25Q: 3 clusters Score -454752.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -454793.781250 Penalty: 2685.247559
	Iteration 26Q: 3 clusters Score -454793.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -454838.500000 Penalty: 2685.247559
	Iteration 27Q: 3 clusters Score -454838.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -454876.593750 Penalty: 2685.247559
	Iteration 28Q: 3 clusters Score -454876.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -454907.031250 Penalty: 2685.247559
	Iteration 29Q: 3 clusters Score -454907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -454928.281250 Penalty: 2685.247559
	Iteration 30Q: 3 clusters Score -454928.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -454942.500000 Penalty: 2685.247559
	Iteration 31Q: 3 clusters Score -454942.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -454954.062500 Penalty: 2685.247559
	Iteration 32Q: 3 clusters Score -454954.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -454964.343750 Penalty: 2685.247559
	Iteration 33Q: 3 clusters Score -454964.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -454974.562500 Penalty: 2685.247559
	Iteration 34Q: 3 clusters Score -454974.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -454982.750000 Penalty: 2685.247559
	Iteration 35Q: 3 clusters Score -454982.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -454992.031250 Penalty: 2685.247559
	Iteration 36Q: 3 clusters Score -454992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -455001.437500 Penalty: 2685.247559
	Iteration 37Q: 3 clusters Score -455001.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -455009.500000 Penalty: 2685.247559
	Iteration 38Q: 3 clusters Score -455009.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -455015.125000 Penalty: 2685.247559
	Iteration 39Q: 3 clusters Score -455015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -455021.062500 Penalty: 2685.247559
	Iteration 40F: 3 clusters Score -455021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -455023.500000 Penalty: 2685.247559
	Iteration 41Q: 3 clusters Score -455023.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -455028.218750 Penalty: 2685.247559
	Iteration 42Q: 3 clusters Score -455028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -455030.218750 Penalty: 2685.247559
	Iteration 43Q: 3 clusters Score -455030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -455040.750000 Penalty: 2685.247559
	Iteration 44Q: 3 clusters Score -455040.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -455051.156250 Penalty: 2685.247559
	Iteration 45Q: 3 clusters Score -455051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -455053.593750 Penalty: 2685.247559
	Iteration 46Q: 3 clusters Score -455053.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -455056.406250 Penalty: 2685.247559
	Iteration 47Q: 3 clusters Score -455056.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -455058.906250 Penalty: 2685.247559
	Iteration 48Q: 3 clusters Score -455058.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -455063.437500 Penalty: 2685.247559
	Iteration 49Q: 3 clusters Score -455063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -455064.000000 Penalty: 2685.247559
	Iteration 50Q: 3 clusters Score -455064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -455064.000000 Penalty: 2685.247559
	Iteration 51F: 3 clusters Score -455064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Entering Unmasked Estep 
Score: -611147.250000 Penalty: 1402.227539
	Iteration 0F: 2 clusters Score -611147.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -606841.062500 Penalty: 2804.455078
	Iteration 0F: 3 clusters Score -606841.1 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -608126.437500 Penalty: 2804.455078
	Iteration 1F: 3 clusters Score -608126.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -608405.250000 Penalty: 2804.455078
	Iteration 2F: 3 clusters Score -608405.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -608663.000000 Penalty: 2804.455078
	Iteration 3F: 3 clusters Score -608663 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -608931.312500 Penalty: 2804.455078
	Iteration 4F: 3 clusters Score -608931.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -609150.812500 Penalty: 2804.455078
	Iteration 5F: 3 clusters Score -609150.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -609353.250000 Penalty: 2804.455078
	Iteration 6Q: 3 clusters Score -609353.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -609566.125000 Penalty: 2804.455078
	Iteration 7F: 3 clusters Score -609566.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -609764.437500 Penalty: 2804.455078
	Iteration 8Q: 3 clusters Score -609764.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -609945.000000 Penalty: 2804.455078
	Iteration 9Q: 3 clusters Score -609945 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -610116.625000 Penalty: 2804.455078
	Iteration 10Q: 3 clusters Score -610116.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -610281.000000 Penalty: 2804.455078
	Iteration 11Q: 3 clusters Score -610281 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -610385.937500 Penalty: 2804.455078
	Iteration 12Q: 3 clusters Score -610385.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -610481.437500 Penalty: 2804.455078
	Iteration 13Q: 3 clusters Score -610481.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -610535.812500 Penalty: 2804.455078
	Iteration 14Q: 3 clusters Score -610535.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -610579.687500 Penalty: 2804.455078
	Iteration 15Q: 3 clusters Score -610579.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -610617.250000 Penalty: 2804.455078
	Iteration 16Q: 3 clusters Score -610617.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -610641.250000 Penalty: 2804.455078
	Iteration 17Q: 3 clusters Score -610641.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -610650.437500 Penalty: 2804.455078
	Iteration 18Q: 3 clusters Score -610650.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -610656.687500 Penalty: 2804.455078
	Iteration 19Q: 3 clusters Score -610656.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -610660.062500 Penalty: 2804.455078
	Iteration 20F: 3 clusters Score -610660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -610662.187500 Penalty: 2804.455078
	Iteration 21Q: 3 clusters Score -610662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -610665.187500 Penalty: 2804.455078
	Iteration 22Q: 3 clusters Score -610665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -610665.500000 Penalty: 2804.455078
	Iteration 23Q: 3 clusters Score -610665.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -610666.500000 Penalty: 2804.455078
	Iteration 24Q: 3 clusters Score -610666.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -610666.500000 Penalty: 2804.455078
	Iteration 25F: 3 clusters Score -610666.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -399748.156250 Penalty: 1340.810669
	Iteration 0F: 2 clusters Score -399748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -396666.531250 Penalty: 2681.621338
	Iteration 0F: 3 clusters Score -396666.5 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -397792.375000 Penalty: 2681.621338
	Iteration 1F: 3 clusters Score -397792.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -398104.468750 Penalty: 2681.621338
	Iteration 2F: 3 clusters Score -398104.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -398395.093750 Penalty: 2681.621338
	Iteration 3F: 3 clusters Score -398395.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -398731.968750 Penalty: 2681.621338
	Iteration 4F: 3 clusters Score -398732 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -399094.093750 Penalty: 2681.621338
	Iteration 5F: 3 clusters Score -399094.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -399383.875000 Penalty: 2681.621338
	Iteration 6F: 3 clusters Score -399383.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -399625.343750 Penalty: 2681.621338
	Iteration 7F: 3 clusters Score -399625.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -399821.218750 Penalty: 2681.621338
	Iteration 8Q: 3 clusters Score -399821.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -399991.531250 Penalty: 2681.621338
	Iteration 9Q: 3 clusters Score -399991.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -400084.000000 Penalty: 2681.621338
	Iteration 10Q: 3 clusters Score -400084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -400138.968750 Penalty: 2681.621338
	Iteration 11Q: 3 clusters Score -400139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -400196.281250 Penalty: 2681.621338
	Iteration 12Q: 3 clusters Score -400196.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -400235.031250 Penalty: 2681.621338
	Iteration 13Q: 3 clusters Score -400235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -400267.593750 Penalty: 2681.621338
	Iteration 14Q: 3 clusters Score -400267.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -400306.125000 Penalty: 2681.621338
	Iteration 15Q: 3 clusters Score -400306.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -400327.625000 Penalty: 2681.621338
	Iteration 16Q: 3 clusters Score -400327.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -400334.406250 Penalty: 2681.621338
	Iteration 17Q: 3 clusters Score -400334.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -400340.312500 Penalty: 2681.621338
	Iteration 18Q: 3 clusters Score -400340.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -400348.406250 Penalty: 2681.621338
	Iteration 19Q: 3 clusters Score -400348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -400440.843750 Penalty: 2681.621338
	Iteration 20F: 3 clusters Score -400440.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -400492.187500 Penalty: 2681.621338
	Iteration 21Q: 3 clusters Score -400492.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -400514.406250 Penalty: 2681.621338
	Iteration 22Q: 3 clusters Score -400514.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -400526.375000 Penalty: 2681.621338
	Iteration 23Q: 3 clusters Score -400526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -400531.906250 Penalty: 2681.621338
	Iteration 24Q: 3 clusters Score -400531.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -400534.531250 Penalty: 2681.621338
	Iteration 25Q: 3 clusters Score -400534.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -400540.125000 Penalty: 2681.621338
	Iteration 26Q: 3 clusters Score -400540.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -400543.031250 Penalty: 2681.621338
	Iteration 27Q: 3 clusters Score -400543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -400545.000000 Penalty: 2681.621338
	Iteration 28Q: 3 clusters Score -400545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -400547.062500 Penalty: 2681.621338
	Iteration 29Q: 3 clusters Score -400547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -400551.343750 Penalty: 2681.621338
	Iteration 30Q: 3 clusters Score -400551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -400551.531250 Penalty: 2681.621338
	Iteration 31Q: 3 clusters Score -400551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -400553.062500 Penalty: 2681.621338
	Iteration 32Q: 3 clusters Score -400553.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -400558.906250 Penalty: 2681.621338
	Iteration 33F: 3 clusters Score -400558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -400580.406250 Penalty: 2681.621338
	Iteration 34Q: 3 clusters Score -400580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -400583.156250 Penalty: 2681.621338
	Iteration 35Q: 3 clusters Score -400583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -400587.062500 Penalty: 2681.621338
	Iteration 36Q: 3 clusters Score -400587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -400588.156250 Penalty: 2681.621338
	Iteration 37Q: 3 clusters Score -400588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -400588.500000 Penalty: 2681.621338
	Iteration 38Q: 3 clusters Score -400588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -400589.500000 Penalty: 2681.621338
	Iteration 39Q: 3 clusters Score -400589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -400589.500000 Penalty: 2681.621338
	Iteration 40F: 3 clusters Score -400589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 111893 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 32603 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 82522 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 135677 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67680 members 
Mstep: Class 14 contains 14829 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 16 contains 66870 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 83953 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5531 members 
Mstep: Class 22 contains 75209 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 11601 members 
Mstep: Class 25 contains 3668 members 
Entering Unmasked Estep 
Score: -86203600.000000 Penalty: 55007.320312
Splitting cluster 7 changes total score from -86202928.000000 to -86203600.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (82522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Entering Unmasked Estep 
Score: -9627129.000000 Penalty: 1839.633179
	Iteration 0F: 2 clusters Score -9627129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -9572359.000000 Penalty: 3679.266357
	Iteration 0F: 3 clusters Score -9572359 nChanged 39416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -9595678.000000 Penalty: 3679.266357
	Iteration 1F: 3 clusters Score -9595678 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -9597049.000000 Penalty: 3679.266357
	Iteration 2Q: 3 clusters Score -9597049 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -9598946.000000 Penalty: 3679.266357
	Iteration 3Q: 3 clusters Score -9598946 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -9601383.000000 Penalty: 3679.266357
	Iteration 4F: 3 clusters Score -9601383 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -9604454.000000 Penalty: 3679.266357
	Iteration 5F: 3 clusters Score -9604454 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -9608049.000000 Penalty: 3679.266357
	Iteration 6F: 3 clusters Score -9608049 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -9611881.000000 Penalty: 3679.266357
	Iteration 7F: 3 clusters Score -9611881 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -9615454.000000 Penalty: 3679.266357
	Iteration 8F: 3 clusters Score -9615454 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -9617758.000000 Penalty: 3679.266357
	Iteration 9F: 3 clusters Score -9617758 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -9618973.000000 Penalty: 3679.266357
	Iteration 10Q: 3 clusters Score -9618973 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -9619854.000000 Penalty: 3679.266357
	Iteration 11Q: 3 clusters Score -9619854 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -9620596.000000 Penalty: 3679.266357
	Iteration 12Q: 3 clusters Score -9620596 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -9621286.000000 Penalty: 3679.266357
	Iteration 13Q: 3 clusters Score -9621286 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -9621872.000000 Penalty: 3679.266357
	Iteration 14Q: 3 clusters Score -9621872 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -9622275.000000 Penalty: 3679.266357
	Iteration 15Q: 3 clusters Score -9622275 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -9622632.000000 Penalty: 3679.266357
	Iteration 16Q: 3 clusters Score -9622632 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -9622893.000000 Penalty: 3679.266357
	Iteration 17Q: 3 clusters Score -9622893 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -9623134.000000 Penalty: 3679.266357
	Iteration 18Q: 3 clusters Score -9623134 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -9623321.000000 Penalty: 3679.266357
	Iteration 19Q: 3 clusters Score -9623321 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -9623515.000000 Penalty: 3679.266357
	Iteration 20F: 3 clusters Score -9623515 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -9623652.000000 Penalty: 3679.266357
	Iteration 21Q: 3 clusters Score -9623652 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -9623801.000000 Penalty: 3679.266357
	Iteration 22Q: 3 clusters Score -9623801 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -9623938.000000 Penalty: 3679.266357
	Iteration 23Q: 3 clusters Score -9623938 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -9624093.000000 Penalty: 3679.266357
	Iteration 24Q: 3 clusters Score -9624093 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -9624270.000000 Penalty: 3679.266357
	Iteration 25Q: 3 clusters Score -9624270 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -9624417.000000 Penalty: 3679.266357
	Iteration 26Q: 3 clusters Score -9624417 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -9624528.000000 Penalty: 3679.266357
	Iteration 27Q: 3 clusters Score -9624528 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -9624654.000000 Penalty: 3679.266357
	Iteration 28Q: 3 clusters Score -9624654 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -9624782.000000 Penalty: 3679.266357
	Iteration 29Q: 3 clusters Score -9624782 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -9624932.000000 Penalty: 3679.266357
	Iteration 30Q: 3 clusters Score -9624932 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -9625048.000000 Penalty: 3679.266357
	Iteration 31Q: 3 clusters Score -9625048 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -9625195.000000 Penalty: 3679.266357
	Iteration 32Q: 3 clusters Score -9625195 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -9625309.000000 Penalty: 3679.266357
	Iteration 33Q: 3 clusters Score -9625309 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67385 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -9625408.000000 Penalty: 3679.266357
	Iteration 34Q: 3 clusters Score -9625408 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -9625459.000000 Penalty: 3679.266357
	Iteration 35Q: 3 clusters Score -9625459 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -9625569.000000 Penalty: 3679.266357
	Iteration 36Q: 3 clusters Score -9625569 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -9625696.000000 Penalty: 3679.266357
	Iteration 37Q: 3 clusters Score -9625696 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -9625837.000000 Penalty: 3679.266357
	Iteration 38Q: 3 clusters Score -9625837 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -9625951.000000 Penalty: 3679.266357
	Iteration 39Q: 3 clusters Score -9625951 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -9625998.000000 Penalty: 3679.266357
	Iteration 40F: 3 clusters Score -9625998 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -9626023.000000 Penalty: 3679.266357
	Iteration 41Q: 3 clusters Score -9626023 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71231 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -9626059.000000 Penalty: 3679.266357
	Iteration 42Q: 3 clusters Score -9626059 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -9626123.000000 Penalty: 3679.266357
	Iteration 43Q: 3 clusters Score -9626123 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -9626234.000000 Penalty: 3679.266357
	Iteration 44Q: 3 clusters Score -9626234 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -9626324.000000 Penalty: 3679.266357
	Iteration 45Q: 3 clusters Score -9626324 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -9626385.000000 Penalty: 3679.266357
	Iteration 46Q: 3 clusters Score -9626385 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -9626471.000000 Penalty: 3679.266357
	Iteration 47Q: 3 clusters Score -9626471 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -9626542.000000 Penalty: 3679.266357
	Iteration 48Q: 3 clusters Score -9626542 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -9626600.000000 Penalty: 3679.266357
	Iteration 49Q: 3 clusters Score -9626600 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -9626654.000000 Penalty: 3679.266357
	Iteration 50Q: 3 clusters Score -9626654 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -9626681.000000 Penalty: 3679.266357
	Iteration 51Q: 3 clusters Score -9626681 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -9626721.000000 Penalty: 3679.266357
	Iteration 52Q: 3 clusters Score -9626721 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -9626746.000000 Penalty: 3679.266357
	Iteration 53Q: 3 clusters Score -9626746 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -9626755.000000 Penalty: 3679.266357
	Iteration 54Q: 3 clusters Score -9626755 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75266 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -9626812.000000 Penalty: 3679.266357
	Iteration 55Q: 3 clusters Score -9626812 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -9626859.000000 Penalty: 3679.266357
	Iteration 56Q: 3 clusters Score -9626859 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -9626859.000000 Penalty: 3679.266357
	Iteration 57Q: 3 clusters Score -9626859 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -9626874.000000 Penalty: 3679.266357
	Iteration 58Q: 3 clusters Score -9626874 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -9626931.000000 Penalty: 3679.266357
	Iteration 59Q: 3 clusters Score -9626931 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -9626961.000000 Penalty: 3679.266357
	Iteration 60F: 3 clusters Score -9626961 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -9626945.000000 Penalty: 3679.266357
	Iteration 61Q: 3 clusters Score -9626945 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -9626959.000000 Penalty: 3679.266357
	Iteration 62Q: 3 clusters Score -9626959 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -9626965.000000 Penalty: 3679.266357
	Iteration 63Q: 3 clusters Score -9626965 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -9626978.000000 Penalty: 3679.266357
	Iteration 64Q: 3 clusters Score -9626978 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -9626976.000000 Penalty: 3679.266357
	Iteration 65Q: 3 clusters Score -9626976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -9626994.000000 Penalty: 3679.266357
	Iteration 66Q: 3 clusters Score -9626994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -9627017.000000 Penalty: 3679.266357
	Iteration 67Q: 3 clusters Score -9627017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76754 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -9626999.000000 Penalty: 3679.266357
	Iteration 68Q: 3 clusters Score -9626999 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -9627000.000000 Penalty: 3679.266357
	Iteration 69Q: 3 clusters Score -9627000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -9626988.000000 Penalty: 3679.266357
	Iteration 70Q: 3 clusters Score -9626988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -9627010.000000 Penalty: 3679.266357
	Iteration 71Q: 3 clusters Score -9627010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -9627016.000000 Penalty: 3679.266357
	Iteration 72Q: 3 clusters Score -9627016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -9627022.000000 Penalty: 3679.266357
	Iteration 73Q: 3 clusters Score -9627022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -9627037.000000 Penalty: 3679.266357
	Iteration 74Q: 3 clusters Score -9627037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -9627050.000000 Penalty: 3679.266357
	Iteration 75Q: 3 clusters Score -9627050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -9627047.000000 Penalty: 3679.266357
	Iteration 76Q: 3 clusters Score -9627047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -9627034.000000 Penalty: 3679.266357
	Iteration 77Q: 3 clusters Score -9627034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -9627045.000000 Penalty: 3679.266357
	Iteration 78Q: 3 clusters Score -9627045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -9627051.000000 Penalty: 3679.266357
	Iteration 79Q: 3 clusters Score -9627051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77177 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -9627073.000000 Penalty: 3679.266357
	Iteration 80F: 3 clusters Score -9627073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -9627063.000000 Penalty: 3679.266357
	Iteration 81Q: 3 clusters Score -9627063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -9627067.000000 Penalty: 3679.266357
	Iteration 82Q: 3 clusters Score -9627067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -9627053.000000 Penalty: 3679.266357
	Iteration 83Q: 3 clusters Score -9627053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -9627052.000000 Penalty: 3679.266357
	Iteration 84Q: 3 clusters Score -9627052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77275 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -9627043.000000 Penalty: 3679.266357
	Iteration 85Q: 3 clusters Score -9627043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -9627047.000000 Penalty: 3679.266357
	Iteration 86Q: 3 clusters Score -9627047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -9627067.000000 Penalty: 3679.266357
	Iteration 87Q: 3 clusters Score -9627067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -9627050.000000 Penalty: 3679.266357
	Iteration 88Q: 3 clusters Score -9627050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -9627054.000000 Penalty: 3679.266357
	Iteration 89Q: 3 clusters Score -9627054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -9627062.000000 Penalty: 3679.266357
	Iteration 90Q: 3 clusters Score -9627062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -9627076.000000 Penalty: 3679.266357
	Iteration 91Q: 3 clusters Score -9627076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -9627078.000000 Penalty: 3679.266357
	Iteration 92Q: 3 clusters Score -9627078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -9627090.000000 Penalty: 3679.266357
	Iteration 93Q: 3 clusters Score -9627090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -9627083.000000 Penalty: 3679.266357
	Iteration 94Q: 3 clusters Score -9627083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -9627113.000000 Penalty: 3679.266357
	Iteration 95Q: 3 clusters Score -9627113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -9627093.000000 Penalty: 3679.266357
	Iteration 96Q: 3 clusters Score -9627093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -9627104.000000 Penalty: 3679.266357
	Iteration 97Q: 3 clusters Score -9627104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -9627104.000000 Penalty: 3679.266357
	Iteration 98Q: 3 clusters Score -9627104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -9627096.000000 Penalty: 3679.266357
	Iteration 99Q: 3 clusters Score -9627096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -9627098.000000 Penalty: 3679.266357
	Iteration 100F: 3 clusters Score -9627098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -9627093.000000 Penalty: 3679.266357
	Iteration 101Q: 3 clusters Score -9627093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -9627101.000000 Penalty: 3679.266357
	Iteration 102Q: 3 clusters Score -9627101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -9627102.000000 Penalty: 3679.266357
	Iteration 103Q: 3 clusters Score -9627102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -9627109.000000 Penalty: 3679.266357
	Iteration 104Q: 3 clusters Score -9627109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -9627111.000000 Penalty: 3679.266357
	Iteration 105Q: 3 clusters Score -9627111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -9627115.000000 Penalty: 3679.266357
	Iteration 106Q: 3 clusters Score -9627115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -9627121.000000 Penalty: 3679.266357
	Iteration 107Q: 3 clusters Score -9627121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77706 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -9627128.000000 Penalty: 3679.266357
	Iteration 108Q: 3 clusters Score -9627128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -9627124.000000 Penalty: 3679.266357
	Iteration 109Q: 3 clusters Score -9627124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -9627141.000000 Penalty: 3679.266357
	Iteration 110Q: 3 clusters Score -9627141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -9627136.000000 Penalty: 3679.266357
	Iteration 111Q: 3 clusters Score -9627136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -9627138.000000 Penalty: 3679.266357
	Iteration 112Q: 3 clusters Score -9627138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -9627124.000000 Penalty: 3679.266357
	Iteration 113Q: 3 clusters Score -9627124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -9627127.000000 Penalty: 3679.266357
	Iteration 114Q: 3 clusters Score -9627127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -9627122.000000 Penalty: 3679.266357
	Iteration 115Q: 3 clusters Score -9627122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -9627125.000000 Penalty: 3679.266357
	Iteration 116Q: 3 clusters Score -9627125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -9627127.000000 Penalty: 3679.266357
	Iteration 117Q: 3 clusters Score -9627127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -9627121.000000 Penalty: 3679.266357
	Iteration 118Q: 3 clusters Score -9627121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -9627124.000000 Penalty: 3679.266357
	Iteration 119Q: 3 clusters Score -9627124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -9627128.000000 Penalty: 3679.266357
	Iteration 120F: 3 clusters Score -9627128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -9627133.000000 Penalty: 3679.266357
	Iteration 121Q: 3 clusters Score -9627133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -9627128.000000 Penalty: 3679.266357
	Iteration 122Q: 3 clusters Score -9627128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -9627128.000000 Penalty: 3679.266357
	Iteration 123F: 3 clusters Score -9627128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -234914.828125 Penalty: 1242.299438
	Iteration 0F: 2 clusters Score -234914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -232748.578125 Penalty: 2484.598877
	Iteration 0F: 3 clusters Score -232748.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -233196.562500 Penalty: 2484.598877
	Iteration 1F: 3 clusters Score -233196.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -233285.578125 Penalty: 2484.598877
	Iteration 2F: 3 clusters Score -233285.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -233351.859375 Penalty: 2484.598877
	Iteration 3Q: 3 clusters Score -233351.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233390.312500 Penalty: 2484.598877
	Iteration 4Q: 3 clusters Score -233390.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -233414.218750 Penalty: 2484.598877
	Iteration 5Q: 3 clusters Score -233414.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -233436.984375 Penalty: 2484.598877
	Iteration 6Q: 3 clusters Score -233437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -233451.343750 Penalty: 2484.598877
	Iteration 7Q: 3 clusters Score -233451.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -233461.000000 Penalty: 2484.598877
	Iteration 8Q: 3 clusters Score -233461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233470.640625 Penalty: 2484.598877
	Iteration 9Q: 3 clusters Score -233470.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -233478.046875 Penalty: 2484.598877
	Iteration 10Q: 3 clusters Score -233478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -233481.031250 Penalty: 2484.598877
	Iteration 11Q: 3 clusters Score -233481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -233484.406250 Penalty: 2484.598877
	Iteration 12Q: 3 clusters Score -233484.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -233487.359375 Penalty: 2484.598877
	Iteration 13Q: 3 clusters Score -233487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -233489.015625 Penalty: 2484.598877
	Iteration 14Q: 3 clusters Score -233489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -233491.750000 Penalty: 2484.598877
	Iteration 15Q: 3 clusters Score -233491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -233497.875000 Penalty: 2484.598877
	Iteration 16Q: 3 clusters Score -233497.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -233504.578125 Penalty: 2484.598877
	Iteration 17Q: 3 clusters Score -233504.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -233509.812500 Penalty: 2484.598877
	Iteration 18Q: 3 clusters Score -233509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -233513.359375 Penalty: 2484.598877
	Iteration 19Q: 3 clusters Score -233513.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -233518.546875 Penalty: 2484.598877
	Iteration 20F: 3 clusters Score -233518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -233524.015625 Penalty: 2484.598877
	Iteration 21Q: 3 clusters Score -233524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -233531.250000 Penalty: 2484.598877
	Iteration 22Q: 3 clusters Score -233531.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -233535.921875 Penalty: 2484.598877
	Iteration 23Q: 3 clusters Score -233535.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -233539.937500 Penalty: 2484.598877
	Iteration 24Q: 3 clusters Score -233539.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -233545.718750 Penalty: 2484.598877
	Iteration 25Q: 3 clusters Score -233545.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -233551.750000 Penalty: 2484.598877
	Iteration 26Q: 3 clusters Score -233551.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -233559.656250 Penalty: 2484.598877
	Iteration 27Q: 3 clusters Score -233559.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -233565.015625 Penalty: 2484.598877
	Iteration 28Q: 3 clusters Score -233565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -233567.796875 Penalty: 2484.598877
	Iteration 29Q: 3 clusters Score -233567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -233570.265625 Penalty: 2484.598877
	Iteration 30Q: 3 clusters Score -233570.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -233572.828125 Penalty: 2484.598877
	Iteration 31Q: 3 clusters Score -233572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -233575.515625 Penalty: 2484.598877
	Iteration 32Q: 3 clusters Score -233575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -233577.765625 Penalty: 2484.598877
	Iteration 33Q: 3 clusters Score -233577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -233580.046875 Penalty: 2484.598877
	Iteration 34Q: 3 clusters Score -233580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -233581.984375 Penalty: 2484.598877
	Iteration 35Q: 3 clusters Score -233582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -233584.875000 Penalty: 2484.598877
	Iteration 36Q: 3 clusters Score -233584.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -233587.093750 Penalty: 2484.598877
	Iteration 37Q: 3 clusters Score -233587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -233588.968750 Penalty: 2484.598877
	Iteration 38Q: 3 clusters Score -233589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -233589.859375 Penalty: 2484.598877
	Iteration 39Q: 3 clusters Score -233589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -233592.109375 Penalty: 2484.598877
	Iteration 40F: 3 clusters Score -233592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -233594.656250 Penalty: 2484.598877
	Iteration 41Q: 3 clusters Score -233594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -233596.937500 Penalty: 2484.598877
	Iteration 42Q: 3 clusters Score -233596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -233598.281250 Penalty: 2484.598877
	Iteration 43Q: 3 clusters Score -233598.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -233600.984375 Penalty: 2484.598877
	Iteration 44Q: 3 clusters Score -233601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -233606.046875 Penalty: 2484.598877
	Iteration 45Q: 3 clusters Score -233606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -233610.437500 Penalty: 2484.598877
	Iteration 46Q: 3 clusters Score -233610.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -233613.125000 Penalty: 2484.598877
	Iteration 47Q: 3 clusters Score -233613.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -233613.906250 Penalty: 2484.598877
	Iteration 48Q: 3 clusters Score -233613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -233616.265625 Penalty: 2484.598877
	Iteration 49Q: 3 clusters Score -233616.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -233618.046875 Penalty: 2484.598877
	Iteration 50Q: 3 clusters Score -233618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -233619.656250 Penalty: 2484.598877
	Iteration 51Q: 3 clusters Score -233619.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -233621.406250 Penalty: 2484.598877
	Iteration 52Q: 3 clusters Score -233621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -233622.265625 Penalty: 2484.598877
	Iteration 53Q: 3 clusters Score -233622.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -233624.437500 Penalty: 2484.598877
	Iteration 54Q: 3 clusters Score -233624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -233626.640625 Penalty: 2484.598877
	Iteration 55Q: 3 clusters Score -233626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -233628.031250 Penalty: 2484.598877
	Iteration 56Q: 3 clusters Score -233628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -233628.640625 Penalty: 2484.598877
	Iteration 57Q: 3 clusters Score -233628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -233628.984375 Penalty: 2484.598877
	Iteration 58Q: 3 clusters Score -233629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -233628.984375 Penalty: 2484.598877
	Iteration 59F: 3 clusters Score -233629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -435840.343750 Penalty: 1337.901001
	Iteration 0F: 2 clusters Score -435840.3 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 1870 members 
Entering Unmasked Estep 
Score: -432613.250000 Penalty: 2675.802002
	Iteration 0F: 3 clusters Score -432613.2 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -433523.000000 Penalty: 2675.802002
	Iteration 1F: 3 clusters Score -433523 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -433765.468750 Penalty: 2675.802002
	Iteration 2F: 3 clusters Score -433765.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -433968.593750 Penalty: 2675.802002
	Iteration 3F: 3 clusters Score -433968.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -434128.562500 Penalty: 2675.802002
	Iteration 4F: 3 clusters Score -434128.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -434249.812500 Penalty: 2675.802002
	Iteration 5F: 3 clusters Score -434249.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -434339.250000 Penalty: 2675.802002
	Iteration 6Q: 3 clusters Score -434339.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -434418.843750 Penalty: 2675.802002
	Iteration 7Q: 3 clusters Score -434418.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -434486.968750 Penalty: 2675.802002
	Iteration 8Q: 3 clusters Score -434487 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -434554.500000 Penalty: 2675.802002
	Iteration 9Q: 3 clusters Score -434554.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -434603.968750 Penalty: 2675.802002
	Iteration 10Q: 3 clusters Score -434604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -434654.531250 Penalty: 2675.802002
	Iteration 11Q: 3 clusters Score -434654.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -434696.750000 Penalty: 2675.802002
	Iteration 12Q: 3 clusters Score -434696.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -434724.406250 Penalty: 2675.802002
	Iteration 13Q: 3 clusters Score -434724.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -434754.812500 Penalty: 2675.802002
	Iteration 14Q: 3 clusters Score -434754.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -434789.593750 Penalty: 2675.802002
	Iteration 15Q: 3 clusters Score -434789.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -434827.750000 Penalty: 2675.802002
	Iteration 16Q: 3 clusters Score -434827.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -434865.281250 Penalty: 2675.802002
	Iteration 17Q: 3 clusters Score -434865.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -434901.500000 Penalty: 2675.802002
	Iteration 18Q: 3 clusters Score -434901.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -434923.843750 Penalty: 2675.802002
	Iteration 19Q: 3 clusters Score -434923.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -434944.593750 Penalty: 2675.802002
	Iteration 20F: 3 clusters Score -434944.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -434957.843750 Penalty: 2675.802002
	Iteration 21Q: 3 clusters Score -434957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -434966.031250 Penalty: 2675.802002
	Iteration 22Q: 3 clusters Score -434966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -434969.718750 Penalty: 2675.802002
	Iteration 23Q: 3 clusters Score -434969.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -434973.781250 Penalty: 2675.802002
	Iteration 24Q: 3 clusters Score -434973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -434977.687500 Penalty: 2675.802002
	Iteration 25Q: 3 clusters Score -434977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -434978.437500 Penalty: 2675.802002
	Iteration 26Q: 3 clusters Score -434978.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -434978.437500 Penalty: 2675.802002
	Iteration 27F: 3 clusters Score -434978.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (135677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135677 members 
Entering Unmasked Estep 
Score: -15588464.000000 Penalty: 1920.430298
	Iteration 0F: 2 clusters Score -1.558846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -15504655.000000 Penalty: 3840.860596
	Iteration 0F: 3 clusters Score -1.550466e+07 nChanged 65407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -15542876.000000 Penalty: 3840.860596
	Iteration 1F: 3 clusters Score -1.554288e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -15543875.000000 Penalty: 3840.860596
	Iteration 2Q: 3 clusters Score -1.554388e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -15545727.000000 Penalty: 3840.860596
	Iteration 3Q: 3 clusters Score -1.554573e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -15548666.000000 Penalty: 3840.860596
	Iteration 4Q: 3 clusters Score -1.554867e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87892 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -15553447.000000 Penalty: 3840.860596
	Iteration 5F: 3 clusters Score -1.555345e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96536 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -15560783.000000 Penalty: 3840.860596
	Iteration 6F: 3 clusters Score -1.556078e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -15569219.000000 Penalty: 3840.860596
	Iteration 7F: 3 clusters Score -1.556922e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113511 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -15576101.000000 Penalty: 3840.860596
	Iteration 8F: 3 clusters Score -1.55761e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118964 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -15580519.000000 Penalty: 3840.860596
	Iteration 9Q: 3 clusters Score -1.558052e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122752 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -15583083.000000 Penalty: 3840.860596
	Iteration 10Q: 3 clusters Score -1.558308e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125439 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -15584604.000000 Penalty: 3840.860596
	Iteration 11Q: 3 clusters Score -1.55846e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -15585646.000000 Penalty: 3840.860596
	Iteration 12Q: 3 clusters Score -1.558565e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128727 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -15586351.000000 Penalty: 3840.860596
	Iteration 13Q: 3 clusters Score -1.558635e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129786 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -15586881.000000 Penalty: 3840.860596
	Iteration 14Q: 3 clusters Score -1.558688e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130525 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -15587113.000000 Penalty: 3840.860596
	Iteration 15Q: 3 clusters Score -1.558711e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131074 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -15587266.000000 Penalty: 3840.860596
	Iteration 16Q: 3 clusters Score -1.558727e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131509 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -15587334.000000 Penalty: 3840.860596
	Iteration 17Q: 3 clusters Score -1.558733e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131877 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -15587391.000000 Penalty: 3840.860596
	Iteration 18Q: 3 clusters Score -1.558739e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132194 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -15587476.000000 Penalty: 3840.860596
	Iteration 19Q: 3 clusters Score -1.558748e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132465 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -15587468.000000 Penalty: 3840.860596
	Iteration 20F: 3 clusters Score -1.558747e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132689 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -15587496.000000 Penalty: 3840.860596
	Iteration 21Q: 3 clusters Score -1.55875e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132873 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -15587527.000000 Penalty: 3840.860596
	Iteration 22Q: 3 clusters Score -1.558753e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133032 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -15587510.000000 Penalty: 3840.860596
	Iteration 23Q: 3 clusters Score -1.558751e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133172 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -15587502.000000 Penalty: 3840.860596
	Iteration 24Q: 3 clusters Score -1.55875e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133304 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -15587509.000000 Penalty: 3840.860596
	Iteration 25Q: 3 clusters Score -1.558751e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133428 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -15587503.000000 Penalty: 3840.860596
	Iteration 26Q: 3 clusters Score -1.55875e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133529 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -15587464.000000 Penalty: 3840.860596
	Iteration 27Q: 3 clusters Score -1.558746e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133640 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -15587443.000000 Penalty: 3840.860596
	Iteration 28Q: 3 clusters Score -1.558744e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133740 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -15587377.000000 Penalty: 3840.860596
	Iteration 29Q: 3 clusters Score -1.558738e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133828 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -15587315.000000 Penalty: 3840.860596
	Iteration 30Q: 3 clusters Score -1.558732e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133906 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -15587308.000000 Penalty: 3840.860596
	Iteration 31Q: 3 clusters Score -1.558731e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133980 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -15587308.000000 Penalty: 3840.860596
	Iteration 32Q: 3 clusters Score -1.558731e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134044 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15587338.000000 Penalty: 3840.860596
	Iteration 33Q: 3 clusters Score -1.558734e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134100 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15587327.000000 Penalty: 3840.860596
	Iteration 34Q: 3 clusters Score -1.558733e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134155 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15587309.000000 Penalty: 3840.860596
	Iteration 35Q: 3 clusters Score -1.558731e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134195 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -15587322.000000 Penalty: 3840.860596
	Iteration 36Q: 3 clusters Score -1.558732e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134239 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15587337.000000 Penalty: 3840.860596
	Iteration 37Q: 3 clusters Score -1.558734e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134278 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -15587340.000000 Penalty: 3840.860596
	Iteration 38Q: 3 clusters Score -1.558734e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134309 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -15587326.000000 Penalty: 3840.860596
	Iteration 39Q: 3 clusters Score -1.558733e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134341 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -15587312.000000 Penalty: 3840.860596
	Iteration 40F: 3 clusters Score -1.558731e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134372 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -15587294.000000 Penalty: 3840.860596
	Iteration 41Q: 3 clusters Score -1.558729e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134400 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -15587290.000000 Penalty: 3840.860596
	Iteration 42Q: 3 clusters Score -1.558729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134424 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -15587274.000000 Penalty: 3840.860596
	Iteration 43Q: 3 clusters Score -1.558727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -15587291.000000 Penalty: 3840.860596
	Iteration 44Q: 3 clusters Score -1.558729e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -15587291.000000 Penalty: 3840.860596
	Iteration 45Q: 3 clusters Score -1.558729e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134519 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -15587305.000000 Penalty: 3840.860596
	Iteration 46Q: 3 clusters Score -1.55873e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134564 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -15587288.000000 Penalty: 3840.860596
	Iteration 47Q: 3 clusters Score -1.558729e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134605 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15587307.000000 Penalty: 3840.860596
	Iteration 48Q: 3 clusters Score -1.558731e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134647 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -15587311.000000 Penalty: 3840.860596
	Iteration 49Q: 3 clusters Score -1.558731e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134680 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -15587304.000000 Penalty: 3840.860596
	Iteration 50Q: 3 clusters Score -1.55873e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134708 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -15587290.000000 Penalty: 3840.860596
	Iteration 51Q: 3 clusters Score -1.558729e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15587282.000000 Penalty: 3840.860596
	Iteration 52Q: 3 clusters Score -1.558728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134759 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15587297.000000 Penalty: 3840.860596
	Iteration 53Q: 3 clusters Score -1.55873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134781 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -15587302.000000 Penalty: 3840.860596
	Iteration 54Q: 3 clusters Score -1.55873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134790 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15587303.000000 Penalty: 3840.860596
	Iteration 55Q: 3 clusters Score -1.55873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134800 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -15587305.000000 Penalty: 3840.860596
	Iteration 56Q: 3 clusters Score -1.55873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134813 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -15587303.000000 Penalty: 3840.860596
	Iteration 57Q: 3 clusters Score -1.55873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134821 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -15587294.000000 Penalty: 3840.860596
	Iteration 58Q: 3 clusters Score -1.558729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134824 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15587294.000000 Penalty: 3840.860596
	Iteration 59Q: 3 clusters Score -1.558729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134828 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -15587295.000000 Penalty: 3840.860596
	Iteration 60F: 3 clusters Score -1.55873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134829 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -15587284.000000 Penalty: 3840.860596
	Iteration 61Q: 3 clusters Score -1.558728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134832 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -15587283.000000 Penalty: 3840.860596
	Iteration 62Q: 3 clusters Score -1.558728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134836 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -15587282.000000 Penalty: 3840.860596
	Iteration 63Q: 3 clusters Score -1.558728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134839 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -15587282.000000 Penalty: 3840.860596
	Iteration 64Q: 3 clusters Score -1.558728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134842 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -15587290.000000 Penalty: 3840.860596
	Iteration 65Q: 3 clusters Score -1.558729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134846 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -15587293.000000 Penalty: 3840.860596
	Iteration 66Q: 3 clusters Score -1.558729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134851 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -15587288.000000 Penalty: 3840.860596
	Iteration 67Q: 3 clusters Score -1.558729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134854 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -15587291.000000 Penalty: 3840.860596
	Iteration 68Q: 3 clusters Score -1.558729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134858 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -15587278.000000 Penalty: 3840.860596
	Iteration 69Q: 3 clusters Score -1.558728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134860 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -15587280.000000 Penalty: 3840.860596
	Iteration 70Q: 3 clusters Score -1.558728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134861 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -15587273.000000 Penalty: 3840.860596
	Iteration 71Q: 3 clusters Score -1.558727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134864 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -15587271.000000 Penalty: 3840.860596
	Iteration 72Q: 3 clusters Score -1.558727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134865 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15587266.000000 Penalty: 3840.860596
	Iteration 73Q: 3 clusters Score -1.558727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134866 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -15587271.000000 Penalty: 3840.860596
	Iteration 74Q: 3 clusters Score -1.558727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134867 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -15587268.000000 Penalty: 3840.860596
	Iteration 75Q: 3 clusters Score -1.558727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134868 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15587270.000000 Penalty: 3840.860596
	Iteration 76Q: 3 clusters Score -1.558727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134869 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -15587267.000000 Penalty: 3840.860596
	Iteration 77Q: 3 clusters Score -1.558727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134869 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -15587267.000000 Penalty: 3840.860596
	Iteration 78F: 3 clusters Score -1.558727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -14958.479492 Penalty: 861.786987
	Iteration 0F: 2 clusters Score -14958.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14383.903320 Penalty: 1723.573975
	Iteration 0F: 3 clusters Score -14383.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14521.876953 Penalty: 1723.573975
	Iteration 1F: 3 clusters Score -14521.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14542.585938 Penalty: 1723.573975
	Iteration 2Q: 3 clusters Score -14542.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14552.099609 Penalty: 1723.573975
	Iteration 3Q: 3 clusters Score -14552.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14574.213867 Penalty: 1723.573975
	Iteration 4Q: 3 clusters Score -14574.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14671.436523 Penalty: 1723.573975
	Iteration 5Q: 3 clusters Score -14671.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14714.262695 Penalty: 1723.573975
	Iteration 6Q: 3 clusters Score -14714.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14714.262695 Penalty: 1723.573975
	Iteration 7F: 3 clusters Score -14714.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67680 members 
Entering Unmasked Estep 
Score: -7877543.500000 Penalty: 1807.413696
	Iteration 0F: 2 clusters Score -7877544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -7832534.500000 Penalty: 3614.827393
	Iteration 0F: 3 clusters Score -7832534 nChanged 32042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -7850916.000000 Penalty: 3614.827393
	Iteration 1F: 3 clusters Score -7850916 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -7851635.500000 Penalty: 3614.827393
	Iteration 2Q: 3 clusters Score -7851636 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -7852362.000000 Penalty: 3614.827393
	Iteration 3Q: 3 clusters Score -7852362 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -7853289.000000 Penalty: 3614.827393
	Iteration 4Q: 3 clusters Score -7853289 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -7854430.500000 Penalty: 3614.827393
	Iteration 5Q: 3 clusters Score -7854430 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -7855888.500000 Penalty: 3614.827393
	Iteration 6Q: 3 clusters Score -7855888 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -7857823.500000 Penalty: 3614.827393
	Iteration 7F: 3 clusters Score -7857824 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -7860416.500000 Penalty: 3614.827393
	Iteration 8F: 3 clusters Score -7860416 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -7863603.000000 Penalty: 3614.827393
	Iteration 9F: 3 clusters Score -7863603 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -7866844.500000 Penalty: 3614.827393
	Iteration 10F: 3 clusters Score -7866844 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -7869732.500000 Penalty: 3614.827393
	Iteration 11Q: 3 clusters Score -7869732 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -7871819.500000 Penalty: 3614.827393
	Iteration 12Q: 3 clusters Score -7871820 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -7873115.000000 Penalty: 3614.827393
	Iteration 13Q: 3 clusters Score -7873115 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -7874029.000000 Penalty: 3614.827393
	Iteration 14Q: 3 clusters Score -7874029 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -7874680.000000 Penalty: 3614.827393
	Iteration 15Q: 3 clusters Score -7874680 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -7875265.000000 Penalty: 3614.827393
	Iteration 16Q: 3 clusters Score -7875265 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -7875712.500000 Penalty: 3614.827393
	Iteration 17Q: 3 clusters Score -7875712 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -7876022.000000 Penalty: 3614.827393
	Iteration 18Q: 3 clusters Score -7876022 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -7876186.000000 Penalty: 3614.827393
	Iteration 19Q: 3 clusters Score -7876186 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -7876292.000000 Penalty: 3614.827393
	Iteration 20F: 3 clusters Score -7876292 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -7876360.500000 Penalty: 3614.827393
	Iteration 21Q: 3 clusters Score -7876360 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -7876393.500000 Penalty: 3614.827393
	Iteration 22Q: 3 clusters Score -7876394 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -7876412.500000 Penalty: 3614.827393
	Iteration 23Q: 3 clusters Score -7876412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7876439.500000 Penalty: 3614.827393
	Iteration 24Q: 3 clusters Score -7876440 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -7876464.000000 Penalty: 3614.827393
	Iteration 25Q: 3 clusters Score -7876464 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7876503.000000 Penalty: 3614.827393
	Iteration 26Q: 3 clusters Score -7876503 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7876512.000000 Penalty: 3614.827393
	Iteration 27Q: 3 clusters Score -7876512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7876516.000000 Penalty: 3614.827393
	Iteration 28Q: 3 clusters Score -7876516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -7876514.500000 Penalty: 3614.827393
	Iteration 29Q: 3 clusters Score -7876514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7876534.500000 Penalty: 3614.827393
	Iteration 30Q: 3 clusters Score -7876534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7876539.000000 Penalty: 3614.827393
	Iteration 31Q: 3 clusters Score -7876539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7876538.500000 Penalty: 3614.827393
	Iteration 32Q: 3 clusters Score -7876538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7876536.500000 Penalty: 3614.827393
	Iteration 33Q: 3 clusters Score -7876536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7876551.000000 Penalty: 3614.827393
	Iteration 34Q: 3 clusters Score -7876551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7876556.500000 Penalty: 3614.827393
	Iteration 35Q: 3 clusters Score -7876556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7876573.000000 Penalty: 3614.827393
	Iteration 36Q: 3 clusters Score -7876573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -7876571.000000 Penalty: 3614.827393
	Iteration 37Q: 3 clusters Score -7876571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -7876572.000000 Penalty: 3614.827393
	Iteration 38Q: 3 clusters Score -7876572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -7876570.500000 Penalty: 3614.827393
	Iteration 39Q: 3 clusters Score -7876570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7876569.500000 Penalty: 3614.827393
	Iteration 40F: 3 clusters Score -7876570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -7876563.500000 Penalty: 3614.827393
	Iteration 41Q: 3 clusters Score -7876564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7876568.500000 Penalty: 3614.827393
	Iteration 42Q: 3 clusters Score -7876568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7876563.000000 Penalty: 3614.827393
	Iteration 43Q: 3 clusters Score -7876563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7876569.000000 Penalty: 3614.827393
	Iteration 44Q: 3 clusters Score -7876569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7876569.500000 Penalty: 3614.827393
	Iteration 45Q: 3 clusters Score -7876570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65165 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7876579.000000 Penalty: 3614.827393
	Iteration 46Q: 3 clusters Score -7876579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7876582.000000 Penalty: 3614.827393
	Iteration 47Q: 3 clusters Score -7876582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7876581.500000 Penalty: 3614.827393
	Iteration 48Q: 3 clusters Score -7876582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7876575.500000 Penalty: 3614.827393
	Iteration 49Q: 3 clusters Score -7876576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7876566.500000 Penalty: 3614.827393
	Iteration 50Q: 3 clusters Score -7876566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7876566.000000 Penalty: 3614.827393
	Iteration 51Q: 3 clusters Score -7876566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7876565.000000 Penalty: 3614.827393
	Iteration 52Q: 3 clusters Score -7876565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -7876566.500000 Penalty: 3614.827393
	Iteration 53Q: 3 clusters Score -7876566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7876570.500000 Penalty: 3614.827393
	Iteration 54Q: 3 clusters Score -7876570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7876569.000000 Penalty: 3614.827393
	Iteration 55Q: 3 clusters Score -7876569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65237 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7876573.500000 Penalty: 3614.827393
	Iteration 56Q: 3 clusters Score -7876574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7876577.500000 Penalty: 3614.827393
	Iteration 57Q: 3 clusters Score -7876578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7876572.000000 Penalty: 3614.827393
	Iteration 58Q: 3 clusters Score -7876572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7876569.000000 Penalty: 3614.827393
	Iteration 59Q: 3 clusters Score -7876569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7876569.500000 Penalty: 3614.827393
	Iteration 60F: 3 clusters Score -7876570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7876575.000000 Penalty: 3614.827393
	Iteration 61Q: 3 clusters Score -7876575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7876569.500000 Penalty: 3614.827393
	Iteration 62Q: 3 clusters Score -7876570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7876576.000000 Penalty: 3614.827393
	Iteration 63Q: 3 clusters Score -7876576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7876577.000000 Penalty: 3614.827393
	Iteration 64Q: 3 clusters Score -7876577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7876572.500000 Penalty: 3614.827393
	Iteration 65Q: 3 clusters Score -7876572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7876579.000000 Penalty: 3614.827393
	Iteration 66Q: 3 clusters Score -7876579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7876575.000000 Penalty: 3614.827393
	Iteration 67Q: 3 clusters Score -7876575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65270 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7876575.000000 Penalty: 3614.827393
	Iteration 68F: 3 clusters Score -7876575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Entering Unmasked Estep 
Score: -1724759.625000 Penalty: 1560.705200
	Iteration 0F: 2 clusters Score -1724760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1714577.750000 Penalty: 3121.410400
	Iteration 0F: 3 clusters Score -1714578 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1718471.375000 Penalty: 3121.410400
	Iteration 1F: 3 clusters Score -1718471 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1719153.875000 Penalty: 3121.410400
	Iteration 2F: 3 clusters Score -1719154 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1719926.375000 Penalty: 3121.410400
	Iteration 3F: 3 clusters Score -1719926 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1720735.125000 Penalty: 3121.410400
	Iteration 4F: 3 clusters Score -1720735 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1721595.500000 Penalty: 3121.410400
	Iteration 5F: 3 clusters Score -1721596 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1722398.375000 Penalty: 3121.410400
	Iteration 6F: 3 clusters Score -1722398 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1722974.875000 Penalty: 3121.410400
	Iteration 7Q: 3 clusters Score -1722975 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1723291.625000 Penalty: 3121.410400
	Iteration 8Q: 3 clusters Score -1723292 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1723511.500000 Penalty: 3121.410400
	Iteration 9Q: 3 clusters Score -1723512 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1723637.000000 Penalty: 3121.410400
	Iteration 10Q: 3 clusters Score -1723637 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1723725.125000 Penalty: 3121.410400
	Iteration 11Q: 3 clusters Score -1723725 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1723783.625000 Penalty: 3121.410400
	Iteration 12Q: 3 clusters Score -1723784 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1723830.750000 Penalty: 3121.410400
	Iteration 13Q: 3 clusters Score -1723831 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1723871.250000 Penalty: 3121.410400
	Iteration 14Q: 3 clusters Score -1723871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1723889.000000 Penalty: 3121.410400
	Iteration 15Q: 3 clusters Score -1723889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1723908.750000 Penalty: 3121.410400
	Iteration 16Q: 3 clusters Score -1723909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1723922.750000 Penalty: 3121.410400
	Iteration 17Q: 3 clusters Score -1723923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1723932.000000 Penalty: 3121.410400
	Iteration 18Q: 3 clusters Score -1723932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1723944.125000 Penalty: 3121.410400
	Iteration 19Q: 3 clusters Score -1723944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1723954.250000 Penalty: 3121.410400
	Iteration 20F: 3 clusters Score -1723954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1723971.875000 Penalty: 3121.410400
	Iteration 21Q: 3 clusters Score -1723972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1723985.500000 Penalty: 3121.410400
	Iteration 22Q: 3 clusters Score -1723986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1723999.000000 Penalty: 3121.410400
	Iteration 23Q: 3 clusters Score -1723999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1724014.000000 Penalty: 3121.410400
	Iteration 24Q: 3 clusters Score -1724014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1724021.250000 Penalty: 3121.410400
	Iteration 25Q: 3 clusters Score -1724021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1724035.500000 Penalty: 3121.410400
	Iteration 26Q: 3 clusters Score -1724036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1724040.875000 Penalty: 3121.410400
	Iteration 27Q: 3 clusters Score -1724041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1724043.375000 Penalty: 3121.410400
	Iteration 28Q: 3 clusters Score -1724043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1724049.000000 Penalty: 3121.410400
	Iteration 29Q: 3 clusters Score -1724049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1724051.375000 Penalty: 3121.410400
	Iteration 30Q: 3 clusters Score -1724051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1724051.625000 Penalty: 3121.410400
	Iteration 31Q: 3 clusters Score -1724052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1724055.250000 Penalty: 3121.410400
	Iteration 32Q: 3 clusters Score -1724055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1724058.500000 Penalty: 3121.410400
	Iteration 33Q: 3 clusters Score -1724058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1724058.625000 Penalty: 3121.410400
	Iteration 34Q: 3 clusters Score -1724059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1724061.875000 Penalty: 3121.410400
	Iteration 35Q: 3 clusters Score -1724062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1724063.875000 Penalty: 3121.410400
	Iteration 36Q: 3 clusters Score -1724064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1724065.750000 Penalty: 3121.410400
	Iteration 37Q: 3 clusters Score -1724066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1724064.000000 Penalty: 3121.410400
	Iteration 38Q: 3 clusters Score -1724064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1724064.500000 Penalty: 3121.410400
	Iteration 39Q: 3 clusters Score -1724064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1724064.500000 Penalty: 3121.410400
	Iteration 40F: 3 clusters Score -1724064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Entering Unmasked Estep 
Score: -3227750.500000 Penalty: 1669.734985
	Iteration 0F: 2 clusters Score -3227750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3208192.000000 Penalty: 3339.469971
	Iteration 0F: 3 clusters Score -3208192 nChanged 13305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3215558.750000 Penalty: 3339.469971
	Iteration 1F: 3 clusters Score -3215559 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3215992.500000 Penalty: 3339.469971
	Iteration 2Q: 3 clusters Score -3215992 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3216624.000000 Penalty: 3339.469971
	Iteration 3Q: 3 clusters Score -3216624 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3217552.250000 Penalty: 3339.469971
	Iteration 4F: 3 clusters Score -3217552 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3218951.750000 Penalty: 3339.469971
	Iteration 5F: 3 clusters Score -3218952 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3220596.500000 Penalty: 3339.469971
	Iteration 6F: 3 clusters Score -3220596 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3222017.000000 Penalty: 3339.469971
	Iteration 7F: 3 clusters Score -3222017 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3222975.500000 Penalty: 3339.469971
	Iteration 8F: 3 clusters Score -3222976 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3223569.000000 Penalty: 3339.469971
	Iteration 9Q: 3 clusters Score -3223569 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3223879.500000 Penalty: 3339.469971
	Iteration 10Q: 3 clusters Score -3223880 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3224049.000000 Penalty: 3339.469971
	Iteration 11Q: 3 clusters Score -3224049 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3224147.750000 Penalty: 3339.469971
	Iteration 12Q: 3 clusters Score -3224148 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3224207.500000 Penalty: 3339.469971
	Iteration 13Q: 3 clusters Score -3224208 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3224264.000000 Penalty: 3339.469971
	Iteration 14Q: 3 clusters Score -3224264 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3224307.250000 Penalty: 3339.469971
	Iteration 15Q: 3 clusters Score -3224307 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3224361.500000 Penalty: 3339.469971
	Iteration 16Q: 3 clusters Score -3224362 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3224403.250000 Penalty: 3339.469971
	Iteration 17Q: 3 clusters Score -3224403 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3224453.750000 Penalty: 3339.469971
	Iteration 18Q: 3 clusters Score -3224454 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -3224489.500000 Penalty: 3339.469971
	Iteration 19Q: 3 clusters Score -3224490 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3224557.750000 Penalty: 3339.469971
	Iteration 20F: 3 clusters Score -3224558 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3224645.250000 Penalty: 3339.469971
	Iteration 21Q: 3 clusters Score -3224645 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -3224756.750000 Penalty: 3339.469971
	Iteration 22Q: 3 clusters Score -3224757 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3224968.250000 Penalty: 3339.469971
	Iteration 23Q: 3 clusters Score -3224968 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3225489.250000 Penalty: 3339.469971
	Iteration 24Q: 3 clusters Score -3225489 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3225916.500000 Penalty: 3339.469971
	Iteration 25Q: 3 clusters Score -3225916 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3226127.500000 Penalty: 3339.469971
	Iteration 26Q: 3 clusters Score -3226128 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3226285.000000 Penalty: 3339.469971
	Iteration 27Q: 3 clusters Score -3226285 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3226408.500000 Penalty: 3339.469971
	Iteration 28Q: 3 clusters Score -3226408 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3226540.750000 Penalty: 3339.469971
	Iteration 29Q: 3 clusters Score -3226541 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3226628.500000 Penalty: 3339.469971
	Iteration 30Q: 3 clusters Score -3226628 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3226701.500000 Penalty: 3339.469971
	Iteration 31Q: 3 clusters Score -3226702 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3226772.000000 Penalty: 3339.469971
	Iteration 32Q: 3 clusters Score -3226772 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3226829.500000 Penalty: 3339.469971
	Iteration 33Q: 3 clusters Score -3226830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3226863.750000 Penalty: 3339.469971
	Iteration 34Q: 3 clusters Score -3226864 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3226895.250000 Penalty: 3339.469971
	Iteration 35Q: 3 clusters Score -3226895 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -3226933.250000 Penalty: 3339.469971
	Iteration 36Q: 3 clusters Score -3226933 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3226956.750000 Penalty: 3339.469971
	Iteration 37Q: 3 clusters Score -3226957 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3226980.750000 Penalty: 3339.469971
	Iteration 38Q: 3 clusters Score -3226981 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3227017.500000 Penalty: 3339.469971
	Iteration 39Q: 3 clusters Score -3227018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3227016.500000 Penalty: 3339.469971
	Iteration 40F: 3 clusters Score -3227016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3227033.250000 Penalty: 3339.469971
	Iteration 41Q: 3 clusters Score -3227033 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3227049.000000 Penalty: 3339.469971
	Iteration 42Q: 3 clusters Score -3227049 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3227063.250000 Penalty: 3339.469971
	Iteration 43Q: 3 clusters Score -3227063 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3227089.250000 Penalty: 3339.469971
	Iteration 44Q: 3 clusters Score -3227089 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3227101.000000 Penalty: 3339.469971
	Iteration 45Q: 3 clusters Score -3227101 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3227113.500000 Penalty: 3339.469971
	Iteration 46Q: 3 clusters Score -3227114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3227120.500000 Penalty: 3339.469971
	Iteration 47Q: 3 clusters Score -3227120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3227125.500000 Penalty: 3339.469971
	Iteration 48Q: 3 clusters Score -3227126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3227130.500000 Penalty: 3339.469971
	Iteration 49Q: 3 clusters Score -3227130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3227143.000000 Penalty: 3339.469971
	Iteration 50Q: 3 clusters Score -3227143 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3227156.250000 Penalty: 3339.469971
	Iteration 51Q: 3 clusters Score -3227156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3227162.000000 Penalty: 3339.469971
	Iteration 52Q: 3 clusters Score -3227162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3227172.750000 Penalty: 3339.469971
	Iteration 53Q: 3 clusters Score -3227173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3227179.500000 Penalty: 3339.469971
	Iteration 54Q: 3 clusters Score -3227180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3227175.250000 Penalty: 3339.469971
	Iteration 55Q: 3 clusters Score -3227175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3227175.750000 Penalty: 3339.469971
	Iteration 56Q: 3 clusters Score -3227176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3227178.000000 Penalty: 3339.469971
	Iteration 57Q: 3 clusters Score -3227178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3227178.250000 Penalty: 3339.469971
	Iteration 58Q: 3 clusters Score -3227178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3227181.500000 Penalty: 3339.469971
	Iteration 59Q: 3 clusters Score -3227182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3227174.750000 Penalty: 3339.469971
	Iteration 60F: 3 clusters Score -3227175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3227179.000000 Penalty: 3339.469971
	Iteration 61Q: 3 clusters Score -3227179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3227182.250000 Penalty: 3339.469971
	Iteration 62Q: 3 clusters Score -3227182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3227180.250000 Penalty: 3339.469971
	Iteration 63Q: 3 clusters Score -3227180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3227182.500000 Penalty: 3339.469971
	Iteration 64Q: 3 clusters Score -3227182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3227179.250000 Penalty: 3339.469971
	Iteration 65Q: 3 clusters Score -3227179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3227177.500000 Penalty: 3339.469971
	Iteration 66Q: 3 clusters Score -3227178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3227181.500000 Penalty: 3339.469971
	Iteration 67Q: 3 clusters Score -3227182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3227180.750000 Penalty: 3339.469971
	Iteration 68Q: 3 clusters Score -3227181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3227182.000000 Penalty: 3339.469971
	Iteration 69Q: 3 clusters Score -3227182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3227183.750000 Penalty: 3339.469971
	Iteration 70Q: 3 clusters Score -3227184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3227181.500000 Penalty: 3339.469971
	Iteration 71Q: 3 clusters Score -3227182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3227183.750000 Penalty: 3339.469971
	Iteration 72Q: 3 clusters Score -3227184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3227183.750000 Penalty: 3339.469971
	Iteration 73F: 3 clusters Score -3227184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Entering Unmasked Estep 
Score: -7876950.000000 Penalty: 1805.457275
	Iteration 0F: 2 clusters Score -7876950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -7832439.500000 Penalty: 3610.914551
	Iteration 0F: 3 clusters Score -7832440 nChanged 31609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -7850417.000000 Penalty: 3610.914551
	Iteration 1F: 3 clusters Score -7850417 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -7850893.000000 Penalty: 3610.914551
	Iteration 2Q: 3 clusters Score -7850893 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -7851292.500000 Penalty: 3610.914551
	Iteration 3Q: 3 clusters Score -7851292 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -7851705.000000 Penalty: 3610.914551
	Iteration 4Q: 3 clusters Score -7851705 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -7852151.500000 Penalty: 3610.914551
	Iteration 5Q: 3 clusters Score -7852152 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -7852710.000000 Penalty: 3610.914551
	Iteration 6Q: 3 clusters Score -7852710 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -7853610.500000 Penalty: 3610.914551
	Iteration 7Q: 3 clusters Score -7853610 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -7855145.000000 Penalty: 3610.914551
	Iteration 8Q: 3 clusters Score -7855145 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -7857607.500000 Penalty: 3610.914551
	Iteration 9F: 3 clusters Score -7857608 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -7861281.000000 Penalty: 3610.914551
	Iteration 10F: 3 clusters Score -7861281 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -7865707.000000 Penalty: 3610.914551
	Iteration 11F: 3 clusters Score -7865707 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -7869502.000000 Penalty: 3610.914551
	Iteration 12F: 3 clusters Score -7869502 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -7871944.500000 Penalty: 3610.914551
	Iteration 13Q: 3 clusters Score -7871944 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -7873413.000000 Penalty: 3610.914551
	Iteration 14Q: 3 clusters Score -7873413 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7874231.500000 Penalty: 3610.914551
	Iteration 15Q: 3 clusters Score -7874232 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7874704.500000 Penalty: 3610.914551
	Iteration 16Q: 3 clusters Score -7874704 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7874945.500000 Penalty: 3610.914551
	Iteration 17Q: 3 clusters Score -7874946 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66184 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7875081.000000 Penalty: 3610.914551
	Iteration 18Q: 3 clusters Score -7875081 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7875211.000000 Penalty: 3610.914551
	Iteration 19Q: 3 clusters Score -7875211 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7875294.000000 Penalty: 3610.914551
	Iteration 20F: 3 clusters Score -7875294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7875318.500000 Penalty: 3610.914551
	Iteration 21Q: 3 clusters Score -7875318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7875350.500000 Penalty: 3610.914551
	Iteration 22Q: 3 clusters Score -7875350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7875378.500000 Penalty: 3610.914551
	Iteration 23Q: 3 clusters Score -7875378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7875399.000000 Penalty: 3610.914551
	Iteration 24Q: 3 clusters Score -7875399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66548 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7875409.000000 Penalty: 3610.914551
	Iteration 25Q: 3 clusters Score -7875409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66554 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7875411.000000 Penalty: 3610.914551
	Iteration 26Q: 3 clusters Score -7875411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7875428.500000 Penalty: 3610.914551
	Iteration 27Q: 3 clusters Score -7875428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7875435.500000 Penalty: 3610.914551
	Iteration 28Q: 3 clusters Score -7875436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7875435.500000 Penalty: 3610.914551
	Iteration 29Q: 3 clusters Score -7875436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7875443.000000 Penalty: 3610.914551
	Iteration 30Q: 3 clusters Score -7875443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7875445.500000 Penalty: 3610.914551
	Iteration 31Q: 3 clusters Score -7875446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7875437.500000 Penalty: 3610.914551
	Iteration 32Q: 3 clusters Score -7875438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7875440.000000 Penalty: 3610.914551
	Iteration 33Q: 3 clusters Score -7875440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66584 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7875440.000000 Penalty: 3610.914551
	Iteration 34F: 3 clusters Score -7875440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -40805.105469 Penalty: 975.229919
	Iteration 0F: 2 clusters Score -40805.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39864.226562 Penalty: 1950.459839
	Iteration 0F: 3 clusters Score -39864.23 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40015.628906 Penalty: 1950.459839
	Iteration 1F: 3 clusters Score -40015.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40044.132812 Penalty: 1950.459839
	Iteration 2Q: 3 clusters Score -40044.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40059.285156 Penalty: 1950.459839
	Iteration 3Q: 3 clusters Score -40059.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40091.593750 Penalty: 1950.459839
	Iteration 4Q: 3 clusters Score -40091.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40104.375000 Penalty: 1950.459839
	Iteration 5Q: 3 clusters Score -40104.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40111.933594 Penalty: 1950.459839
	Iteration 6Q: 3 clusters Score -40111.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40122.179688 Penalty: 1950.459839
	Iteration 7Q: 3 clusters Score -40122.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40127.886719 Penalty: 1950.459839
	Iteration 8Q: 3 clusters Score -40127.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40134.152344 Penalty: 1950.459839
	Iteration 9Q: 3 clusters Score -40134.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40147.433594 Penalty: 1950.459839
	Iteration 10Q: 3 clusters Score -40147.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40158.121094 Penalty: 1950.459839
	Iteration 11Q: 3 clusters Score -40158.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40166.371094 Penalty: 1950.459839
	Iteration 12Q: 3 clusters Score -40166.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40168.070312 Penalty: 1950.459839
	Iteration 13Q: 3 clusters Score -40168.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40168.636719 Penalty: 1950.459839
	Iteration 14Q: 3 clusters Score -40168.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40168.636719 Penalty: 1950.459839
	Iteration 15F: 3 clusters Score -40168.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -220477.359375 Penalty: 1237.004761
	Iteration 0F: 2 clusters Score -220477.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -218426.812500 Penalty: 2474.009521
	Iteration 0F: 3 clusters Score -218426.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -219039.578125 Penalty: 2474.009521
	Iteration 1F: 3 clusters Score -219039.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219246.968750 Penalty: 2474.009521
	Iteration 2F: 3 clusters Score -219247 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -219399.500000 Penalty: 2474.009521
	Iteration 3F: 3 clusters Score -219399.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -219513.578125 Penalty: 2474.009521
	Iteration 4F: 3 clusters Score -219513.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -219583.734375 Penalty: 2474.009521
	Iteration 5Q: 3 clusters Score -219583.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -219636.968750 Penalty: 2474.009521
	Iteration 6Q: 3 clusters Score -219637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -219699.796875 Penalty: 2474.009521
	Iteration 7Q: 3 clusters Score -219699.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -219785.906250 Penalty: 2474.009521
	Iteration 8Q: 3 clusters Score -219785.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -219941.796875 Penalty: 2474.009521
	Iteration 9Q: 3 clusters Score -219941.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -220069.312500 Penalty: 2474.009521
	Iteration 10Q: 3 clusters Score -220069.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -220134.562500 Penalty: 2474.009521
	Iteration 11Q: 3 clusters Score -220134.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -220172.937500 Penalty: 2474.009521
	Iteration 12Q: 3 clusters Score -220172.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -220191.203125 Penalty: 2474.009521
	Iteration 13Q: 3 clusters Score -220191.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -220201.062500 Penalty: 2474.009521
	Iteration 14Q: 3 clusters Score -220201.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220207.812500 Penalty: 2474.009521
	Iteration 15Q: 3 clusters Score -220207.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -220213.453125 Penalty: 2474.009521
	Iteration 16Q: 3 clusters Score -220213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -220214.484375 Penalty: 2474.009521
	Iteration 17Q: 3 clusters Score -220214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -220214.484375 Penalty: 2474.009521
	Iteration 18F: 3 clusters Score -220214.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Entering Unmasked Estep 
Score: -9839103.000000 Penalty: 1842.427002
	Iteration 0F: 2 clusters Score -9839103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -9783967.000000 Penalty: 3684.854004
	Iteration 0F: 3 clusters Score -9783967 nChanged 39998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -9807136.000000 Penalty: 3684.854004
	Iteration 1F: 3 clusters Score -9807136 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -9807588.000000 Penalty: 3684.854004
	Iteration 2Q: 3 clusters Score -9807588 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -9808101.000000 Penalty: 3684.854004
	Iteration 3Q: 3 clusters Score -9808101 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -9808793.000000 Penalty: 3684.854004
	Iteration 4Q: 3 clusters Score -9808793 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -9809643.000000 Penalty: 3684.854004
	Iteration 5Q: 3 clusters Score -9809643 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -9810982.000000 Penalty: 3684.854004
	Iteration 6Q: 3 clusters Score -9810982 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -9813105.000000 Penalty: 3684.854004
	Iteration 7F: 3 clusters Score -9813105 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -9816785.000000 Penalty: 3684.854004
	Iteration 8F: 3 clusters Score -9816785 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -9822304.000000 Penalty: 3684.854004
	Iteration 9F: 3 clusters Score -9822304 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -9828484.000000 Penalty: 3684.854004
	Iteration 10F: 3 clusters Score -9828484 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79029 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -9833407.000000 Penalty: 3684.854004
	Iteration 11F: 3 clusters Score -9833407 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9835892.000000 Penalty: 3684.854004
	Iteration 12Q: 3 clusters Score -9835892 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9836833.000000 Penalty: 3684.854004
	Iteration 13Q: 3 clusters Score -9836833 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9837168.000000 Penalty: 3684.854004
	Iteration 14Q: 3 clusters Score -9837168 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83632 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9837322.000000 Penalty: 3684.854004
	Iteration 15Q: 3 clusters Score -9837322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9837383.000000 Penalty: 3684.854004
	Iteration 16Q: 3 clusters Score -9837383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9837425.000000 Penalty: 3684.854004
	Iteration 17Q: 3 clusters Score -9837425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83735 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9837452.000000 Penalty: 3684.854004
	Iteration 18Q: 3 clusters Score -9837452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9837466.000000 Penalty: 3684.854004
	Iteration 19Q: 3 clusters Score -9837466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9837478.000000 Penalty: 3684.854004
	Iteration 20F: 3 clusters Score -9837478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9837484.000000 Penalty: 3684.854004
	Iteration 21Q: 3 clusters Score -9837484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9837490.000000 Penalty: 3684.854004
	Iteration 22Q: 3 clusters Score -9837490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9837485.000000 Penalty: 3684.854004
	Iteration 23Q: 3 clusters Score -9837485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9837500.000000 Penalty: 3684.854004
	Iteration 24Q: 3 clusters Score -9837500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83763 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9837504.000000 Penalty: 3684.854004
	Iteration 25Q: 3 clusters Score -9837504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9837506.000000 Penalty: 3684.854004
	Iteration 26Q: 3 clusters Score -9837506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9837505.000000 Penalty: 3684.854004
	Iteration 27Q: 3 clusters Score -9837505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9837515.000000 Penalty: 3684.854004
	Iteration 28Q: 3 clusters Score -9837515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83768 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9837519.000000 Penalty: 3684.854004
	Iteration 29Q: 3 clusters Score -9837519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9837517.000000 Penalty: 3684.854004
	Iteration 30Q: 3 clusters Score -9837517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9837526.000000 Penalty: 3684.854004
	Iteration 31Q: 3 clusters Score -9837526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9837527.000000 Penalty: 3684.854004
	Iteration 32Q: 3 clusters Score -9837527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83774 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9837522.000000 Penalty: 3684.854004
	Iteration 33Q: 3 clusters Score -9837522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9837534.000000 Penalty: 3684.854004
	Iteration 34Q: 3 clusters Score -9837534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83779 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9837534.000000 Penalty: 3684.854004
	Iteration 35Q: 3 clusters Score -9837534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83782 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -9837544.000000 Penalty: 3684.854004
	Iteration 36Q: 3 clusters Score -9837544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9837549.000000 Penalty: 3684.854004
	Iteration 37Q: 3 clusters Score -9837549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9837549.000000 Penalty: 3684.854004
	Iteration 38F: 3 clusters Score -9837549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -28174.279297 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -28174.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27343.523438 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -27343.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27459.373047 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -27459.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27475.546875 Penalty: 1833.619873
	Iteration 2Q: 3 clusters Score -27475.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27479.558594 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -27479.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27479.558594 Penalty: 1833.619873
	Iteration 4F: 3 clusters Score -27479.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -631438.437500 Penalty: 1400.445190
	Iteration 0F: 2 clusters Score -631438.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -627141.375000 Penalty: 2800.890381
	Iteration 0F: 3 clusters Score -627141.4 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -628313.812500 Penalty: 2800.890381
	Iteration 1F: 3 clusters Score -628313.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -628506.062500 Penalty: 2800.890381
	Iteration 2F: 3 clusters Score -628506.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -628669.562500 Penalty: 2800.890381
	Iteration 3F: 3 clusters Score -628669.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -628850.750000 Penalty: 2800.890381
	Iteration 4Q: 3 clusters Score -628850.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -629037.375000 Penalty: 2800.890381
	Iteration 5F: 3 clusters Score -629037.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -629209.375000 Penalty: 2800.890381
	Iteration 6Q: 3 clusters Score -629209.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -629340.312500 Penalty: 2800.890381
	Iteration 7Q: 3 clusters Score -629340.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -629450.000000 Penalty: 2800.890381
	Iteration 8Q: 3 clusters Score -629450 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -629540.562500 Penalty: 2800.890381
	Iteration 9Q: 3 clusters Score -629540.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -629647.375000 Penalty: 2800.890381
	Iteration 10Q: 3 clusters Score -629647.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -629739.687500 Penalty: 2800.890381
	Iteration 11Q: 3 clusters Score -629739.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -629823.375000 Penalty: 2800.890381
	Iteration 12Q: 3 clusters Score -629823.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -629924.437500 Penalty: 2800.890381
	Iteration 13Q: 3 clusters Score -629924.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -630014.187500 Penalty: 2800.890381
	Iteration 14Q: 3 clusters Score -630014.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -630105.812500 Penalty: 2800.890381
	Iteration 15Q: 3 clusters Score -630105.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -630174.187500 Penalty: 2800.890381
	Iteration 16Q: 3 clusters Score -630174.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -630226.625000 Penalty: 2800.890381
	Iteration 17Q: 3 clusters Score -630226.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -630275.125000 Penalty: 2800.890381
	Iteration 18Q: 3 clusters Score -630275.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -630314.937500 Penalty: 2800.890381
	Iteration 19Q: 3 clusters Score -630314.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -630344.187500 Penalty: 2800.890381
	Iteration 20F: 3 clusters Score -630344.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -630364.125000 Penalty: 2800.890381
	Iteration 21Q: 3 clusters Score -630364.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -630382.812500 Penalty: 2800.890381
	Iteration 22Q: 3 clusters Score -630382.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -630400.625000 Penalty: 2800.890381
	Iteration 23Q: 3 clusters Score -630400.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -630416.812500 Penalty: 2800.890381
	Iteration 24Q: 3 clusters Score -630416.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -630439.187500 Penalty: 2800.890381
	Iteration 25Q: 3 clusters Score -630439.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -630455.812500 Penalty: 2800.890381
	Iteration 26Q: 3 clusters Score -630455.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -630468.875000 Penalty: 2800.890381
	Iteration 27Q: 3 clusters Score -630468.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -630483.250000 Penalty: 2800.890381
	Iteration 28Q: 3 clusters Score -630483.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -630495.500000 Penalty: 2800.890381
	Iteration 29Q: 3 clusters Score -630495.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -630504.187500 Penalty: 2800.890381
	Iteration 30Q: 3 clusters Score -630504.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -630512.687500 Penalty: 2800.890381
	Iteration 31Q: 3 clusters Score -630512.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -630519.125000 Penalty: 2800.890381
	Iteration 32Q: 3 clusters Score -630519.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -630525.125000 Penalty: 2800.890381
	Iteration 33Q: 3 clusters Score -630525.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -630530.750000 Penalty: 2800.890381
	Iteration 34Q: 3 clusters Score -630530.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -630538.000000 Penalty: 2800.890381
	Iteration 35Q: 3 clusters Score -630538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -630540.625000 Penalty: 2800.890381
	Iteration 36Q: 3 clusters Score -630540.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -630545.875000 Penalty: 2800.890381
	Iteration 37Q: 3 clusters Score -630545.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -630549.000000 Penalty: 2800.890381
	Iteration 38Q: 3 clusters Score -630549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -630553.437500 Penalty: 2800.890381
	Iteration 39Q: 3 clusters Score -630553.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -630558.750000 Penalty: 2800.890381
	Iteration 40F: 3 clusters Score -630558.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -630563.500000 Penalty: 2800.890381
	Iteration 41Q: 3 clusters Score -630563.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -630567.562500 Penalty: 2800.890381
	Iteration 42Q: 3 clusters Score -630567.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -630570.000000 Penalty: 2800.890381
	Iteration 43Q: 3 clusters Score -630570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -630575.375000 Penalty: 2800.890381
	Iteration 44Q: 3 clusters Score -630575.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -630583.062500 Penalty: 2800.890381
	Iteration 45Q: 3 clusters Score -630583.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -630590.000000 Penalty: 2800.890381
	Iteration 46Q: 3 clusters Score -630590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -630599.812500 Penalty: 2800.890381
	Iteration 47Q: 3 clusters Score -630599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -630606.812500 Penalty: 2800.890381
	Iteration 48Q: 3 clusters Score -630606.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -630617.125000 Penalty: 2800.890381
	Iteration 49Q: 3 clusters Score -630617.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -630640.562500 Penalty: 2800.890381
	Iteration 50Q: 3 clusters Score -630640.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -630671.812500 Penalty: 2800.890381
	Iteration 51Q: 3 clusters Score -630671.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -630704.500000 Penalty: 2800.890381
	Iteration 52Q: 3 clusters Score -630704.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -630737.250000 Penalty: 2800.890381
	Iteration 53Q: 3 clusters Score -630737.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -630774.750000 Penalty: 2800.890381
	Iteration 54Q: 3 clusters Score -630774.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -630807.812500 Penalty: 2800.890381
	Iteration 55Q: 3 clusters Score -630807.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -630834.375000 Penalty: 2800.890381
	Iteration 56Q: 3 clusters Score -630834.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -630849.750000 Penalty: 2800.890381
	Iteration 57Q: 3 clusters Score -630849.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -630855.687500 Penalty: 2800.890381
	Iteration 58Q: 3 clusters Score -630855.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -630864.812500 Penalty: 2800.890381
	Iteration 59Q: 3 clusters Score -630864.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -630873.437500 Penalty: 2800.890381
	Iteration 60F: 3 clusters Score -630873.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -630884.937500 Penalty: 2800.890381
	Iteration 61Q: 3 clusters Score -630884.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -630896.187500 Penalty: 2800.890381
	Iteration 62Q: 3 clusters Score -630896.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -630905.437500 Penalty: 2800.890381
	Iteration 63Q: 3 clusters Score -630905.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -630915.500000 Penalty: 2800.890381
	Iteration 64Q: 3 clusters Score -630915.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -630922.562500 Penalty: 2800.890381
	Iteration 65Q: 3 clusters Score -630922.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -630933.125000 Penalty: 2800.890381
	Iteration 66Q: 3 clusters Score -630933.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -630940.750000 Penalty: 2800.890381
	Iteration 67Q: 3 clusters Score -630940.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -630950.812500 Penalty: 2800.890381
	Iteration 68Q: 3 clusters Score -630950.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -630955.187500 Penalty: 2800.890381
	Iteration 69Q: 3 clusters Score -630955.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -630963.625000 Penalty: 2800.890381
	Iteration 70Q: 3 clusters Score -630963.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -630968.437500 Penalty: 2800.890381
	Iteration 71Q: 3 clusters Score -630968.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -630974.187500 Penalty: 2800.890381
	Iteration 72Q: 3 clusters Score -630974.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -630979.375000 Penalty: 2800.890381
	Iteration 73Q: 3 clusters Score -630979.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -630982.937500 Penalty: 2800.890381
	Iteration 74Q: 3 clusters Score -630982.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -630986.625000 Penalty: 2800.890381
	Iteration 75Q: 3 clusters Score -630986.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -630987.750000 Penalty: 2800.890381
	Iteration 76Q: 3 clusters Score -630987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -630990.937500 Penalty: 2800.890381
	Iteration 77Q: 3 clusters Score -630990.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -630991.500000 Penalty: 2800.890381
	Iteration 78Q: 3 clusters Score -630991.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -630998.687500 Penalty: 2800.890381
	Iteration 79Q: 3 clusters Score -630998.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -631004.125000 Penalty: 2800.890381
	Iteration 80F: 3 clusters Score -631004.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -631009.937500 Penalty: 2800.890381
	Iteration 81Q: 3 clusters Score -631009.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -631019.250000 Penalty: 2800.890381
	Iteration 82Q: 3 clusters Score -631019.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -631030.187500 Penalty: 2800.890381
	Iteration 83Q: 3 clusters Score -631030.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -631043.625000 Penalty: 2800.890381
	Iteration 84Q: 3 clusters Score -631043.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -631068.125000 Penalty: 2800.890381
	Iteration 85Q: 3 clusters Score -631068.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -631107.500000 Penalty: 2800.890381
	Iteration 86Q: 3 clusters Score -631107.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -631167.312500 Penalty: 2800.890381
	Iteration 87Q: 3 clusters Score -631167.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -631282.125000 Penalty: 2800.890381
	Iteration 88Q: 3 clusters Score -631282.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -631483.062500 Penalty: 2800.890381
	Iteration 89Q: 3 clusters Score -631483.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -631696.062500 Penalty: 2800.890381
	Iteration 90Q: 3 clusters Score -631696.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -631797.125000 Penalty: 2800.890381
	Iteration 91Q: 3 clusters Score -631797.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -631820.250000 Penalty: 2800.890381
	Iteration 92Q: 3 clusters Score -631820.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -631837.625000 Penalty: 2800.890381
	Iteration 93Q: 3 clusters Score -631837.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -631849.000000 Penalty: 2800.890381
	Iteration 94Q: 3 clusters Score -631849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -631854.562500 Penalty: 2800.890381
	Iteration 95Q: 3 clusters Score -631854.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -631859.937500 Penalty: 2800.890381
	Iteration 96Q: 3 clusters Score -631859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -631860.375000 Penalty: 2800.890381
	Iteration 97Q: 3 clusters Score -631860.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -631861.812500 Penalty: 2800.890381
	Iteration 98Q: 3 clusters Score -631861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -631863.312500 Penalty: 2800.890381
	Iteration 99Q: 3 clusters Score -631863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -631863.625000 Penalty: 2800.890381
	Iteration 100F: 3 clusters Score -631863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -631864.250000 Penalty: 2800.890381
	Iteration 101Q: 3 clusters Score -631864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -631866.875000 Penalty: 2800.890381
	Iteration 102Q: 3 clusters Score -631866.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -631867.312500 Penalty: 2800.890381
	Iteration 103Q: 3 clusters Score -631867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -631868.000000 Penalty: 2800.890381
	Iteration 104Q: 3 clusters Score -631868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -631867.750000 Penalty: 2800.890381
	Iteration 105Q: 3 clusters Score -631867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -631868.687500 Penalty: 2800.890381
	Iteration 106Q: 3 clusters Score -631868.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -631868.687500 Penalty: 2800.890381
	Iteration 107F: 3 clusters Score -631868.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 111893 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 32603 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 82522 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 135677 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67680 members 
Mstep: Class 14 contains 14829 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 16 contains 66870 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 83953 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 75209 members 
Mstep: Class 23 contains 932 members 
Mstep: Class 24 contains 11601 members 
Mstep: Class 25 contains 3668 members 
Mstep: Class 26 contains 2050 members 
Entering Unmasked Estep 
Score: -86202872.000000 Penalty: 57207.613281
Splitting cluster 21 changes total score from -86202928.000000 to -86202872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (11601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Entering Unmasked Estep 
Score: -1328404.875000 Penalty: 1520.812622
	Iteration 0F: 2 clusters Score -1328405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1320227.250000 Penalty: 3041.625244
	Iteration 0F: 3 clusters Score -1320227 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1322955.250000 Penalty: 3041.625244
	Iteration 1F: 3 clusters Score -1322955 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1323356.125000 Penalty: 3041.625244
	Iteration 2F: 3 clusters Score -1323356 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1323870.750000 Penalty: 3041.625244
	Iteration 3F: 3 clusters Score -1323871 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1324574.375000 Penalty: 3041.625244
	Iteration 4F: 3 clusters Score -1324574 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1325280.500000 Penalty: 3041.625244
	Iteration 5F: 3 clusters Score -1325280 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1325892.000000 Penalty: 3041.625244
	Iteration 6F: 3 clusters Score -1325892 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1326380.125000 Penalty: 3041.625244
	Iteration 7F: 3 clusters Score -1326380 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1326764.125000 Penalty: 3041.625244
	Iteration 8Q: 3 clusters Score -1326764 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1327122.000000 Penalty: 3041.625244
	Iteration 9Q: 3 clusters Score -1327122 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1327454.125000 Penalty: 3041.625244
	Iteration 10Q: 3 clusters Score -1327454 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1327730.875000 Penalty: 3041.625244
	Iteration 11Q: 3 clusters Score -1327731 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1327963.875000 Penalty: 3041.625244
	Iteration 12Q: 3 clusters Score -1327964 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1328088.500000 Penalty: 3041.625244
	Iteration 13Q: 3 clusters Score -1328088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1328153.500000 Penalty: 3041.625244
	Iteration 14Q: 3 clusters Score -1328154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1328187.125000 Penalty: 3041.625244
	Iteration 15Q: 3 clusters Score -1328187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1328196.750000 Penalty: 3041.625244
	Iteration 16Q: 3 clusters Score -1328197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1328204.500000 Penalty: 3041.625244
	Iteration 17Q: 3 clusters Score -1328204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1328210.125000 Penalty: 3041.625244
	Iteration 18Q: 3 clusters Score -1328210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1328216.000000 Penalty: 3041.625244
	Iteration 19Q: 3 clusters Score -1328216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1328218.875000 Penalty: 3041.625244
	Iteration 20F: 3 clusters Score -1328219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1328219.875000 Penalty: 3041.625244
	Iteration 21Q: 3 clusters Score -1328220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1328219.125000 Penalty: 3041.625244
	Iteration 22Q: 3 clusters Score -1328219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1328224.125000 Penalty: 3041.625244
	Iteration 23Q: 3 clusters Score -1328224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1328221.500000 Penalty: 3041.625244
	Iteration 24Q: 3 clusters Score -1328222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1328220.875000 Penalty: 3041.625244
	Iteration 25Q: 3 clusters Score -1328221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1328223.375000 Penalty: 3041.625244
	Iteration 26Q: 3 clusters Score -1328223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1328223.375000 Penalty: 3041.625244
	Iteration 27F: 3 clusters Score -1328223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 111893 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 32603 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 82522 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 135677 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67680 members 
Mstep: Class 14 contains 14829 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 16 contains 66870 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 83953 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5531 members 
Mstep: Class 24 contains 11601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204064.000000 Penalty: 55007.320312
Iteration 79Q: 26 clusters Score -8.620406e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 111989 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 32966 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 82845 members 
Mstep: Class 9 contains 2110 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 135888 members 
Mstep: Class 12 contains 201 members 
Mstep: Class 13 contains 67687 members 
Mstep: Class 14 contains 14860 members 
Mstep: Class 15 contains 29064 members 
Mstep: Class 16 contains 66495 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 83985 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5578 members 
Mstep: Class 22 contains 74414 members 
Mstep: Class 23 contains 935 members 
Mstep: Class 24 contains 11600 members 
Mstep: Class 25 contains 3622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86206336.000000 Penalty: 55007.320312
Iteration 80F: 26 clusters Score -8.620634e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 112022 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 4 contains 33136 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 5595 members 
Mstep: Class 7 contains 206 members 
Mstep: Class 8 contains 83110 members 
Mstep: Class 9 contains 2130 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 135603 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 67507 members 
Mstep: Class 14 contains 14848 members 
Mstep: Class 15 contains 28823 members 
Mstep: Class 16 contains 65992 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 83980 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 5576 members 
Mstep: Class 22 contains 74868 members 
Mstep: Class 23 contains 963 members 
Mstep: Class 24 contains 11600 members 
Mstep: Class 25 contains 3898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207488.000000 Penalty: 55007.320312
Iteration 81Q: 26 clusters Score -8.620749e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 112100 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 33333 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 83355 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 11 contains 135280 members 
Mstep: Class 12 contains 196 members 
Mstep: Class 13 contains 67383 members 
Mstep: Class 14 contains 14832 members 
Mstep: Class 15 contains 28689 members 
Mstep: Class 16 contains 65535 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 83964 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 5575 members 
Mstep: Class 22 contains 75187 members 
Mstep: Class 23 contains 970 members 
Mstep: Class 24 contains 11598 members 
Mstep: Class 25 contains 4138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207416.000000 Penalty: 55007.320312
Iteration 82Q: 26 clusters Score -8.620742e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 112173 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 33482 members 
Mstep: Class 5 contains 3848 members 
Mstep: Class 6 contains 5600 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 83579 members 
Mstep: Class 9 contains 2161 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 11 contains 135023 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 67249 members 
Mstep: Class 14 contains 14804 members 
Mstep: Class 15 contains 28595 members 
Mstep: Class 16 contains 65100 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 83962 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 5569 members 
Mstep: Class 22 contains 75464 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11598 members 
Mstep: Class 25 contains 4342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207600.000000 Penalty: 55007.320312
Iteration 83Q: 26 clusters Score -8.62076e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 112246 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 33615 members 
Mstep: Class 5 contains 3845 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 83815 members 
Mstep: Class 9 contains 2178 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 134784 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 67100 members 
Mstep: Class 14 contains 14792 members 
Mstep: Class 15 contains 28554 members 
Mstep: Class 16 contains 64652 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 83947 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 75747 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11598 members 
Mstep: Class 25 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207736.000000 Penalty: 55007.320312
Iteration 84Q: 26 clusters Score -8.620774e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 112310 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 33718 members 
Mstep: Class 5 contains 3839 members 
Mstep: Class 6 contains 5601 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 84056 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 134578 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 66954 members 
Mstep: Class 14 contains 14770 members 
Mstep: Class 15 contains 28511 members 
Mstep: Class 16 contains 64227 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 83930 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 5571 members 
Mstep: Class 22 contains 76032 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11598 members 
Mstep: Class 25 contains 4623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207848.000000 Penalty: 55007.320312
Iteration 85Q: 26 clusters Score -8.620785e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 112369 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 33799 members 
Mstep: Class 5 contains 3834 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 84295 members 
Mstep: Class 9 contains 2207 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 134316 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 66803 members 
Mstep: Class 14 contains 14744 members 
Mstep: Class 15 contains 28485 members 
Mstep: Class 16 contains 63827 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 83917 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 5566 members 
Mstep: Class 22 contains 76371 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11598 members 
Mstep: Class 25 contains 4739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207912.000000 Penalty: 55007.320312
Iteration 86Q: 26 clusters Score -8.620791e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 112408 members 
Mstep: Class 3 contains 3481 members 
Mstep: Class 4 contains 33851 members 
Mstep: Class 5 contains 3831 members 
Mstep: Class 6 contains 5620 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 84558 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 134059 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 66664 members 
Mstep: Class 14 contains 14723 members 
Mstep: Class 15 contains 28458 members 
Mstep: Class 16 contains 63413 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 19 contains 83902 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 5567 members 
Mstep: Class 22 contains 76748 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11599 members 
Mstep: Class 25 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207872.000000 Penalty: 55007.320312
Iteration 87Q: 26 clusters Score -8.620787e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 112446 members 
Mstep: Class 3 contains 3499 members 
Mstep: Class 4 contains 33909 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 84802 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 3723 members 
Mstep: Class 11 contains 133831 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 66498 members 
Mstep: Class 14 contains 14685 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 63031 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 19 contains 83889 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5568 members 
Mstep: Class 22 contains 77126 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11599 members 
Mstep: Class 25 contains 4952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86207968.000000 Penalty: 55007.320312
Iteration 88Q: 26 clusters Score -8.620797e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 112514 members 
Mstep: Class 3 contains 3525 members 
Mstep: Class 4 contains 33964 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 5632 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 85018 members 
Mstep: Class 9 contains 2227 members 
Mstep: Class 10 contains 3721 members 
Mstep: Class 11 contains 133570 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 66368 members 
Mstep: Class 14 contains 14673 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 62675 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 83872 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5566 members 
Mstep: Class 22 contains 77459 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11594 members 
Mstep: Class 25 contains 5025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208168.000000 Penalty: 55007.320312
Iteration 89Q: 26 clusters Score -8.620817e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 112569 members 
Mstep: Class 3 contains 3551 members 
Mstep: Class 4 contains 33991 members 
Mstep: Class 5 contains 3832 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 85213 members 
Mstep: Class 9 contains 2244 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 133328 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 66274 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 28431 members 
Mstep: Class 16 contains 62351 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83850 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5571 members 
Mstep: Class 22 contains 77768 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11590 members 
Mstep: Class 25 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208376.000000 Penalty: 55007.320312
Iteration 90Q: 26 clusters Score -8.620838e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 112650 members 
Mstep: Class 3 contains 3573 members 
Mstep: Class 4 contains 34010 members 
Mstep: Class 5 contains 3832 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 85431 members 
Mstep: Class 9 contains 2262 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 133121 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 66187 members 
Mstep: Class 14 contains 14652 members 
Mstep: Class 15 contains 28410 members 
Mstep: Class 16 contains 62006 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 83825 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5565 members 
Mstep: Class 22 contains 78053 members 
Mstep: Class 23 contains 977 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208208.000000 Penalty: 55007.320312
Iteration 91Q: 26 clusters Score -8.620821e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 112699 members 
Mstep: Class 3 contains 3593 members 
Mstep: Class 4 contains 34009 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 5645 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 85635 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 132944 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 66098 members 
Mstep: Class 14 contains 14642 members 
Mstep: Class 15 contains 28398 members 
Mstep: Class 16 contains 61661 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 83809 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5565 members 
Mstep: Class 22 contains 78361 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11588 members 
Mstep: Class 25 contains 5211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208136.000000 Penalty: 55007.320312
Iteration 92Q: 26 clusters Score -8.620814e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 112717 members 
Mstep: Class 3 contains 3607 members 
Mstep: Class 4 contains 34015 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 5648 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 85851 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 3713 members 
Mstep: Class 11 contains 132780 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 66016 members 
Mstep: Class 14 contains 14624 members 
Mstep: Class 15 contains 28402 members 
Mstep: Class 16 contains 61334 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 83799 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5563 members 
Mstep: Class 22 contains 78659 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11587 members 
Mstep: Class 25 contains 5256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208320.000000 Penalty: 55007.320312
Iteration 93Q: 26 clusters Score -8.620832e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 112733 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 4 contains 34002 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 5656 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 86064 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 132594 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65949 members 
Mstep: Class 14 contains 14599 members 
Mstep: Class 15 contains 28404 members 
Mstep: Class 16 contains 61026 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83791 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5558 members 
Mstep: Class 22 contains 78978 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11587 members 
Mstep: Class 25 contains 5298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208168.000000 Penalty: 55007.320312
Iteration 94Q: 26 clusters Score -8.620817e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 112754 members 
Mstep: Class 3 contains 3625 members 
Mstep: Class 4 contains 34010 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 5659 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 86296 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 10 contains 3712 members 
Mstep: Class 11 contains 132349 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65891 members 
Mstep: Class 14 contains 14581 members 
Mstep: Class 15 contains 28408 members 
Mstep: Class 16 contains 60718 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 83792 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 79283 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11585 members 
Mstep: Class 25 contains 5341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208328.000000 Penalty: 55007.320312
Iteration 95Q: 26 clusters Score -8.620833e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 112781 members 
Mstep: Class 3 contains 3635 members 
Mstep: Class 4 contains 34020 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 5663 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 86549 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 3709 members 
Mstep: Class 11 contains 132101 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65837 members 
Mstep: Class 14 contains 14562 members 
Mstep: Class 15 contains 28402 members 
Mstep: Class 16 contains 60369 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 83791 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 79608 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11583 members 
Mstep: Class 25 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208656.000000 Penalty: 55007.320312
Iteration 96Q: 26 clusters Score -8.620866e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 112846 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 34029 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 5668 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 86773 members 
Mstep: Class 9 contains 2326 members 
Mstep: Class 10 contains 3709 members 
Mstep: Class 11 contains 131932 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65756 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 28411 members 
Mstep: Class 16 contains 60009 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 1991 members 
Mstep: Class 19 contains 83773 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5548 members 
Mstep: Class 22 contains 79901 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11583 members 
Mstep: Class 25 contains 5420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208784.000000 Penalty: 55007.320312
Iteration 97Q: 26 clusters Score -8.620878e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 112887 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 34039 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 86981 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 131778 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65669 members 
Mstep: Class 14 contains 14531 members 
Mstep: Class 15 contains 28411 members 
Mstep: Class 16 contains 59654 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 83777 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5548 members 
Mstep: Class 22 contains 80192 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11583 members 
Mstep: Class 25 contains 5448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208920.000000 Penalty: 55007.320312
Iteration 98Q: 26 clusters Score -8.620892e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 112918 members 
Mstep: Class 3 contains 3670 members 
Mstep: Class 4 contains 34055 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 87171 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 131629 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65575 members 
Mstep: Class 14 contains 14521 members 
Mstep: Class 15 contains 28409 members 
Mstep: Class 16 contains 59314 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 83782 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5551 members 
Mstep: Class 22 contains 80510 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11583 members 
Mstep: Class 25 contains 5472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86208848.000000 Penalty: 55007.320312
Iteration 99Q: 26 clusters Score -8.620885e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 112937 members 
Mstep: Class 3 contains 3693 members 
Mstep: Class 4 contains 34085 members 
Mstep: Class 5 contains 3814 members 
Mstep: Class 6 contains 5669 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 87375 members 
Mstep: Class 9 contains 2333 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 131472 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65500 members 
Mstep: Class 14 contains 14503 members 
Mstep: Class 15 contains 28414 members 
Mstep: Class 16 contains 58999 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 83796 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5549 members 
Mstep: Class 22 contains 80774 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11584 members 
Mstep: Class 25 contains 5489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209384.000000 Penalty: 55007.320312
Iteration 100F: 26 clusters Score -8.620938e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 112940 members 
Mstep: Class 3 contains 3712 members 
Mstep: Class 4 contains 34118 members 
Mstep: Class 5 contains 3813 members 
Mstep: Class 6 contains 5667 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 87566 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 131316 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65450 members 
Mstep: Class 14 contains 14482 members 
Mstep: Class 15 contains 28416 members 
Mstep: Class 16 contains 58696 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 83808 members 
Mstep: Class 20 contains 277 members 
Mstep: Class 21 contains 5550 members 
Mstep: Class 22 contains 81018 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11585 members 
Mstep: Class 25 contains 5511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209672.000000 Penalty: 55007.320312
Iteration 101Q: 26 clusters Score -8.620967e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 112942 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 34133 members 
Mstep: Class 5 contains 3809 members 
Mstep: Class 6 contains 5667 members 
Mstep: Class 7 contains 176 members 
Mstep: Class 8 contains 87726 members 
Mstep: Class 9 contains 2333 members 
Mstep: Class 10 contains 3718 members 
Mstep: Class 11 contains 131160 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65415 members 
Mstep: Class 14 contains 14462 members 
Mstep: Class 15 contains 28423 members 
Mstep: Class 16 contains 58420 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 83824 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 5551 members 
Mstep: Class 22 contains 81252 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11584 members 
Mstep: Class 25 contains 5539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209608.000000 Penalty: 55007.320312
Iteration 102Q: 26 clusters Score -8.620961e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 112952 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 34149 members 
Mstep: Class 5 contains 3803 members 
Mstep: Class 6 contains 5668 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 87880 members 
Mstep: Class 9 contains 2336 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 131012 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65387 members 
Mstep: Class 14 contains 14446 members 
Mstep: Class 15 contains 28429 members 
Mstep: Class 16 contains 58169 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 83839 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 5551 members 
Mstep: Class 22 contains 81445 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11585 members 
Mstep: Class 25 contains 5561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209904.000000 Penalty: 55007.320312
Iteration 103Q: 26 clusters Score -8.62099e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 112966 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 34161 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 88033 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 130872 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65357 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 28432 members 
Mstep: Class 16 contains 57930 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 83848 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 81650 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11585 members 
Mstep: Class 25 contains 5579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209832.000000 Penalty: 55007.320312
Iteration 104Q: 26 clusters Score -8.620983e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 112992 members 
Mstep: Class 3 contains 3782 members 
Mstep: Class 4 contains 34166 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 88158 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 11 contains 130746 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65325 members 
Mstep: Class 14 contains 14398 members 
Mstep: Class 15 contains 28427 members 
Mstep: Class 16 contains 57741 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 83867 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 81809 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11585 members 
Mstep: Class 25 contains 5593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210064.000000 Penalty: 55007.320312
Iteration 105Q: 26 clusters Score -8.621006e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 113003 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 34184 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 88278 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 3721 members 
Mstep: Class 11 contains 130667 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65287 members 
Mstep: Class 14 contains 14372 members 
Mstep: Class 15 contains 28431 members 
Mstep: Class 16 contains 57575 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 83872 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 81922 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11585 members 
Mstep: Class 25 contains 5604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210032.000000 Penalty: 55007.320312
Iteration 106Q: 26 clusters Score -8.621003e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 112971 members 
Mstep: Class 3 contains 3808 members 
Mstep: Class 4 contains 34192 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 162 members 
Mstep: Class 8 contains 88372 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 130638 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65250 members 
Mstep: Class 14 contains 14349 members 
Mstep: Class 15 contains 28444 members 
Mstep: Class 16 contains 57444 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 83890 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 82000 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11586 members 
Mstep: Class 25 contains 5615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210216.000000 Penalty: 55007.320312
Iteration 107Q: 26 clusters Score -8.621022e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 112973 members 
Mstep: Class 3 contains 3820 members 
Mstep: Class 4 contains 34204 members 
Mstep: Class 5 contains 3789 members 
Mstep: Class 6 contains 5686 members 
Mstep: Class 7 contains 162 members 
Mstep: Class 8 contains 88420 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 11 contains 130623 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65213 members 
Mstep: Class 14 contains 14328 members 
Mstep: Class 15 contains 28436 members 
Mstep: Class 16 contains 57357 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83895 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5550 members 
Mstep: Class 22 contains 82073 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11585 members 
Mstep: Class 25 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210048.000000 Penalty: 55007.320312
Iteration 108Q: 26 clusters Score -8.621005e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 112966 members 
Mstep: Class 3 contains 3829 members 
Mstep: Class 4 contains 34219 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 5685 members 
Mstep: Class 7 contains 162 members 
Mstep: Class 8 contains 88481 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 11 contains 130585 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65162 members 
Mstep: Class 14 contains 14317 members 
Mstep: Class 15 contains 28440 members 
Mstep: Class 16 contains 57296 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 83902 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5550 members 
Mstep: Class 22 contains 82130 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11585 members 
Mstep: Class 25 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210152.000000 Penalty: 55007.320312
Iteration 109Q: 26 clusters Score -8.621015e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 112945 members 
Mstep: Class 3 contains 3833 members 
Mstep: Class 4 contains 34232 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 5680 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 88557 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 3699 members 
Mstep: Class 11 contains 130561 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65132 members 
Mstep: Class 14 contains 14290 members 
Mstep: Class 15 contains 28447 members 
Mstep: Class 16 contains 57210 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2002 members 
Mstep: Class 19 contains 83907 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 82213 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11585 members 
Mstep: Class 25 contains 5651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210248.000000 Penalty: 55007.320312
Iteration 110Q: 26 clusters Score -8.621025e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 112934 members 
Mstep: Class 3 contains 3841 members 
Mstep: Class 4 contains 34237 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 5678 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 88673 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 130541 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65086 members 
Mstep: Class 14 contains 14276 members 
Mstep: Class 15 contains 28450 members 
Mstep: Class 16 contains 57096 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83909 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5553 members 
Mstep: Class 22 contains 82274 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11584 members 
Mstep: Class 25 contains 5659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210248.000000 Penalty: 55007.320312
Iteration 111Q: 26 clusters Score -8.621025e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 112936 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 34234 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 5679 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 88726 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130487 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65055 members 
Mstep: Class 14 contains 14276 members 
Mstep: Class 15 contains 28465 members 
Mstep: Class 16 contains 57010 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 83905 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 82356 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11583 members 
Mstep: Class 25 contains 5667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210288.000000 Penalty: 55007.320312
Iteration 112Q: 26 clusters Score -8.621029e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 112937 members 
Mstep: Class 3 contains 3852 members 
Mstep: Class 4 contains 34235 members 
Mstep: Class 5 contains 3777 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 88781 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130444 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 65025 members 
Mstep: Class 14 contains 14273 members 
Mstep: Class 15 contains 28483 members 
Mstep: Class 16 contains 56926 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83911 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 82423 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11583 members 
Mstep: Class 25 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209984.000000 Penalty: 55007.320312
Iteration 113Q: 26 clusters Score -8.620998e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 112948 members 
Mstep: Class 3 contains 3860 members 
Mstep: Class 4 contains 34230 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 88838 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130424 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64995 members 
Mstep: Class 14 contains 14266 members 
Mstep: Class 15 contains 28492 members 
Mstep: Class 16 contains 56849 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83905 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5555 members 
Mstep: Class 22 contains 82477 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11583 members 
Mstep: Class 25 contains 5680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210024.000000 Penalty: 55007.320312
Iteration 114Q: 26 clusters Score -8.621002e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 112946 members 
Mstep: Class 3 contains 3866 members 
Mstep: Class 4 contains 34229 members 
Mstep: Class 5 contains 3768 members 
Mstep: Class 6 contains 5668 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 88887 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 3685 members 
Mstep: Class 11 contains 130408 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64974 members 
Mstep: Class 14 contains 14264 members 
Mstep: Class 15 contains 28498 members 
Mstep: Class 16 contains 56783 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2002 members 
Mstep: Class 19 contains 83900 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 82533 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11580 members 
Mstep: Class 25 contains 5686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210024.000000 Penalty: 55007.320312
Iteration 115Q: 26 clusters Score -8.621002e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 112961 members 
Mstep: Class 3 contains 3868 members 
Mstep: Class 4 contains 34242 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 88925 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 130391 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64934 members 
Mstep: Class 14 contains 14255 members 
Mstep: Class 15 contains 28510 members 
Mstep: Class 16 contains 56733 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83891 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 82580 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11579 members 
Mstep: Class 25 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 26 clusters Score -8.620997e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 112990 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 34245 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 5662 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 88980 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 130393 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64904 members 
Mstep: Class 14 contains 14256 members 
Mstep: Class 15 contains 28524 members 
Mstep: Class 16 contains 56650 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2002 members 
Mstep: Class 19 contains 83880 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5547 members 
Mstep: Class 22 contains 82596 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11579 members 
Mstep: Class 25 contains 5697 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 26 clusters Score -8.620998e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 113044 members 
Mstep: Class 3 contains 3870 members 
Mstep: Class 4 contains 34263 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 5660 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 89020 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 130359 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64889 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 28536 members 
Mstep: Class 16 contains 56575 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83854 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5544 members 
Mstep: Class 22 contains 82619 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11578 members 
Mstep: Class 25 contains 5698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210032.000000 Penalty: 55007.320312
Iteration 118Q: 26 clusters Score -8.621003e+07 nChanged 968
Entering ConstructFrom: 
Score: -86210032.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (15779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Entering Unmasked Estep 
Score: -1832095.625000 Penalty: 1570.795776
	Iteration 0F: 2 clusters Score -1832096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1821298.125000 Penalty: 3141.591553
	Iteration 0F: 3 clusters Score -1821298 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1825135.375000 Penalty: 3141.591553
	Iteration 1F: 3 clusters Score -1825135 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1825520.250000 Penalty: 3141.591553
	Iteration 2F: 3 clusters Score -1825520 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1825915.500000 Penalty: 3141.591553
	Iteration 3F: 3 clusters Score -1825916 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1826338.625000 Penalty: 3141.591553
	Iteration 4F: 3 clusters Score -1826339 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1826856.000000 Penalty: 3141.591553
	Iteration 5F: 3 clusters Score -1826856 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1827512.375000 Penalty: 3141.591553
	Iteration 6F: 3 clusters Score -1827512 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1828266.750000 Penalty: 3141.591553
	Iteration 7F: 3 clusters Score -1828267 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1828915.625000 Penalty: 3141.591553
	Iteration 8F: 3 clusters Score -1828916 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1829265.375000 Penalty: 3141.591553
	Iteration 9Q: 3 clusters Score -1829265 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1829432.375000 Penalty: 3141.591553
	Iteration 10Q: 3 clusters Score -1829432 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1829518.375000 Penalty: 3141.591553
	Iteration 11Q: 3 clusters Score -1829518 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1829576.750000 Penalty: 3141.591553
	Iteration 12Q: 3 clusters Score -1829577 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1829636.000000 Penalty: 3141.591553
	Iteration 13Q: 3 clusters Score -1829636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1829691.375000 Penalty: 3141.591553
	Iteration 14Q: 3 clusters Score -1829691 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1829738.500000 Penalty: 3141.591553
	Iteration 15Q: 3 clusters Score -1829738 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1829791.750000 Penalty: 3141.591553
	Iteration 16Q: 3 clusters Score -1829792 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1829834.750000 Penalty: 3141.591553
	Iteration 17Q: 3 clusters Score -1829835 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1829872.000000 Penalty: 3141.591553
	Iteration 18Q: 3 clusters Score -1829872 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1829900.750000 Penalty: 3141.591553
	Iteration 19Q: 3 clusters Score -1829901 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1829933.750000 Penalty: 3141.591553
	Iteration 20F: 3 clusters Score -1829934 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1829977.875000 Penalty: 3141.591553
	Iteration 21Q: 3 clusters Score -1829978 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1830015.375000 Penalty: 3141.591553
	Iteration 22Q: 3 clusters Score -1830015 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1830060.750000 Penalty: 3141.591553
	Iteration 23Q: 3 clusters Score -1830061 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1830094.125000 Penalty: 3141.591553
	Iteration 24Q: 3 clusters Score -1830094 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1830154.000000 Penalty: 3141.591553
	Iteration 25Q: 3 clusters Score -1830154 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1830244.375000 Penalty: 3141.591553
	Iteration 26Q: 3 clusters Score -1830244 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1830362.500000 Penalty: 3141.591553
	Iteration 27Q: 3 clusters Score -1830362 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1830493.875000 Penalty: 3141.591553
	Iteration 28Q: 3 clusters Score -1830494 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1830579.250000 Penalty: 3141.591553
	Iteration 29Q: 3 clusters Score -1830579 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1830616.125000 Penalty: 3141.591553
	Iteration 30Q: 3 clusters Score -1830616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1830643.625000 Penalty: 3141.591553
	Iteration 31Q: 3 clusters Score -1830644 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1830665.125000 Penalty: 3141.591553
	Iteration 32Q: 3 clusters Score -1830665 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1830678.750000 Penalty: 3141.591553
	Iteration 33Q: 3 clusters Score -1830679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1830695.875000 Penalty: 3141.591553
	Iteration 34Q: 3 clusters Score -1830696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1830700.375000 Penalty: 3141.591553
	Iteration 35Q: 3 clusters Score -1830700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1830701.750000 Penalty: 3141.591553
	Iteration 36Q: 3 clusters Score -1830702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1830705.625000 Penalty: 3141.591553
	Iteration 37Q: 3 clusters Score -1830706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1830708.125000 Penalty: 3141.591553
	Iteration 38Q: 3 clusters Score -1830708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1830712.500000 Penalty: 3141.591553
	Iteration 39Q: 3 clusters Score -1830712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1830715.875000 Penalty: 3141.591553
	Iteration 40F: 3 clusters Score -1830716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1830718.875000 Penalty: 3141.591553
	Iteration 41Q: 3 clusters Score -1830719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1830721.750000 Penalty: 3141.591553
	Iteration 42Q: 3 clusters Score -1830722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1830718.250000 Penalty: 3141.591553
	Iteration 43Q: 3 clusters Score -1830718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1830717.500000 Penalty: 3141.591553
	Iteration 44Q: 3 clusters Score -1830718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1830716.625000 Penalty: 3141.591553
	Iteration 45Q: 3 clusters Score -1830717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1830716.750000 Penalty: 3141.591553
	Iteration 46Q: 3 clusters Score -1830717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1830717.625000 Penalty: 3141.591553
	Iteration 47Q: 3 clusters Score -1830718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1830721.625000 Penalty: 3141.591553
	Iteration 48Q: 3 clusters Score -1830722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1830720.625000 Penalty: 3141.591553
	Iteration 49Q: 3 clusters Score -1830721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1830724.125000 Penalty: 3141.591553
	Iteration 50Q: 3 clusters Score -1830724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1830727.250000 Penalty: 3141.591553
	Iteration 51Q: 3 clusters Score -1830727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1830726.875000 Penalty: 3141.591553
	Iteration 52Q: 3 clusters Score -1830727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1830729.125000 Penalty: 3141.591553
	Iteration 53Q: 3 clusters Score -1830729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1830730.750000 Penalty: 3141.591553
	Iteration 54Q: 3 clusters Score -1830731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1830734.000000 Penalty: 3141.591553
	Iteration 55Q: 3 clusters Score -1830734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1830732.750000 Penalty: 3141.591553
	Iteration 56Q: 3 clusters Score -1830733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1830731.500000 Penalty: 3141.591553
	Iteration 57Q: 3 clusters Score -1830732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1830730.375000 Penalty: 3141.591553
	Iteration 58Q: 3 clusters Score -1830730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1830740.000000 Penalty: 3141.591553
	Iteration 59Q: 3 clusters Score -1830740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1830736.625000 Penalty: 3141.591553
	Iteration 60F: 3 clusters Score -1830737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1830738.250000 Penalty: 3141.591553
	Iteration 61Q: 3 clusters Score -1830738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1830738.750000 Penalty: 3141.591553
	Iteration 62Q: 3 clusters Score -1830739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1830738.750000 Penalty: 3141.591553
	Iteration 63F: 3 clusters Score -1830739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (113110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113110 members 
Entering Unmasked Estep 
Score: -13244703.000000 Penalty: 1890.868896
	Iteration 0F: 2 clusters Score -1.32447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -13173217.000000 Penalty: 3781.737793
	Iteration 0F: 3 clusters Score -1.317322e+07 nChanged 54392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -13205360.000000 Penalty: 3781.737793
	Iteration 1F: 3 clusters Score -1.320536e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -13206285.000000 Penalty: 3781.737793
	Iteration 2Q: 3 clusters Score -1.320628e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -13207351.000000 Penalty: 3781.737793
	Iteration 3Q: 3 clusters Score -1.320735e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -13208664.000000 Penalty: 3781.737793
	Iteration 4Q: 3 clusters Score -1.320866e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -13210556.000000 Penalty: 3781.737793
	Iteration 5Q: 3 clusters Score -1.321056e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -13212800.000000 Penalty: 3781.737793
	Iteration 6Q: 3 clusters Score -1.32128e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 64152 members 
Entering Unmasked Estep 
Score: -13216184.000000 Penalty: 3781.737793
	Iteration 7F: 3 clusters Score -1.321618e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -13220907.000000 Penalty: 3781.737793
	Iteration 8F: 3 clusters Score -1.322091e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -13226721.000000 Penalty: 3781.737793
	Iteration 9F: 3 clusters Score -1.322672e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -13231084.000000 Penalty: 3781.737793
	Iteration 10F: 3 clusters Score -1.323108e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -13233270.000000 Penalty: 3781.737793
	Iteration 11Q: 3 clusters Score -1.323327e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -13234634.000000 Penalty: 3781.737793
	Iteration 12Q: 3 clusters Score -1.323463e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -13235865.000000 Penalty: 3781.737793
	Iteration 13Q: 3 clusters Score -1.323586e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -13236909.000000 Penalty: 3781.737793
	Iteration 14Q: 3 clusters Score -1.323691e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -13237822.000000 Penalty: 3781.737793
	Iteration 15Q: 3 clusters Score -1.323782e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 71398 members 
Entering Unmasked Estep 
Score: -13238566.000000 Penalty: 3781.737793
	Iteration 16Q: 3 clusters Score -1.323857e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -13239285.000000 Penalty: 3781.737793
	Iteration 17Q: 3 clusters Score -1.323928e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -13239788.000000 Penalty: 3781.737793
	Iteration 18Q: 3 clusters Score -1.323979e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -13240171.000000 Penalty: 3781.737793
	Iteration 19Q: 3 clusters Score -1.324017e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -13240443.000000 Penalty: 3781.737793
	Iteration 20F: 3 clusters Score -1.324044e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -13240668.000000 Penalty: 3781.737793
	Iteration 21Q: 3 clusters Score -1.324067e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -13240781.000000 Penalty: 3781.737793
	Iteration 22Q: 3 clusters Score -1.324078e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -13240939.000000 Penalty: 3781.737793
	Iteration 23Q: 3 clusters Score -1.324094e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -13241081.000000 Penalty: 3781.737793
	Iteration 24Q: 3 clusters Score -1.324108e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -13241189.000000 Penalty: 3781.737793
	Iteration 25Q: 3 clusters Score -1.324119e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -13241240.000000 Penalty: 3781.737793
	Iteration 26Q: 3 clusters Score -1.324124e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -13241289.000000 Penalty: 3781.737793
	Iteration 27Q: 3 clusters Score -1.324129e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -13241317.000000 Penalty: 3781.737793
	Iteration 28Q: 3 clusters Score -1.324132e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -13241367.000000 Penalty: 3781.737793
	Iteration 29Q: 3 clusters Score -1.324137e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -13241454.000000 Penalty: 3781.737793
	Iteration 30Q: 3 clusters Score -1.324145e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -13241502.000000 Penalty: 3781.737793
	Iteration 31Q: 3 clusters Score -1.32415e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -13241523.000000 Penalty: 3781.737793
	Iteration 32Q: 3 clusters Score -1.324152e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -13241520.000000 Penalty: 3781.737793
	Iteration 33Q: 3 clusters Score -1.324152e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -13241505.000000 Penalty: 3781.737793
	Iteration 34Q: 3 clusters Score -1.32415e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 69855 members 
Entering Unmasked Estep 
Score: -13241561.000000 Penalty: 3781.737793
	Iteration 35Q: 3 clusters Score -1.324156e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -13241568.000000 Penalty: 3781.737793
	Iteration 36Q: 3 clusters Score -1.324157e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -13241592.000000 Penalty: 3781.737793
	Iteration 37Q: 3 clusters Score -1.324159e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -13241628.000000 Penalty: 3781.737793
	Iteration 38Q: 3 clusters Score -1.324163e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -13241627.000000 Penalty: 3781.737793
	Iteration 39Q: 3 clusters Score -1.324163e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -13241654.000000 Penalty: 3781.737793
	Iteration 40F: 3 clusters Score -1.324165e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -13241701.000000 Penalty: 3781.737793
	Iteration 41Q: 3 clusters Score -1.32417e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -13241711.000000 Penalty: 3781.737793
	Iteration 42Q: 3 clusters Score -1.324171e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -13241730.000000 Penalty: 3781.737793
	Iteration 43Q: 3 clusters Score -1.324173e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -13241723.000000 Penalty: 3781.737793
	Iteration 44Q: 3 clusters Score -1.324172e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -13241756.000000 Penalty: 3781.737793
	Iteration 45Q: 3 clusters Score -1.324176e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -13241769.000000 Penalty: 3781.737793
	Iteration 46Q: 3 clusters Score -1.324177e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -13241762.000000 Penalty: 3781.737793
	Iteration 47Q: 3 clusters Score -1.324176e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -13241794.000000 Penalty: 3781.737793
	Iteration 48Q: 3 clusters Score -1.324179e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -13241772.000000 Penalty: 3781.737793
	Iteration 49Q: 3 clusters Score -1.324177e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -13241784.000000 Penalty: 3781.737793
	Iteration 50Q: 3 clusters Score -1.324178e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -13241794.000000 Penalty: 3781.737793
	Iteration 51Q: 3 clusters Score -1.324179e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -13241774.000000 Penalty: 3781.737793
	Iteration 52Q: 3 clusters Score -1.324177e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -13241755.000000 Penalty: 3781.737793
	Iteration 53Q: 3 clusters Score -1.324176e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -13241776.000000 Penalty: 3781.737793
	Iteration 54Q: 3 clusters Score -1.324178e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -13241786.000000 Penalty: 3781.737793
	Iteration 55Q: 3 clusters Score -1.324179e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -13241792.000000 Penalty: 3781.737793
	Iteration 56Q: 3 clusters Score -1.324179e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -13241783.000000 Penalty: 3781.737793
	Iteration 57Q: 3 clusters Score -1.324178e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -13241790.000000 Penalty: 3781.737793
	Iteration 58Q: 3 clusters Score -1.324179e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -13241800.000000 Penalty: 3781.737793
	Iteration 59Q: 3 clusters Score -1.32418e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -13241789.000000 Penalty: 3781.737793
	Iteration 60F: 3 clusters Score -1.324179e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -13241786.000000 Penalty: 3781.737793
	Iteration 61Q: 3 clusters Score -1.324179e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -13241784.000000 Penalty: 3781.737793
	Iteration 62Q: 3 clusters Score -1.324178e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -13241770.000000 Penalty: 3781.737793
	Iteration 63Q: 3 clusters Score -1.324177e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -13241770.000000 Penalty: 3781.737793
	Iteration 64Q: 3 clusters Score -1.324177e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -13241783.000000 Penalty: 3781.737793
	Iteration 65Q: 3 clusters Score -1.324178e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -13241790.000000 Penalty: 3781.737793
	Iteration 66Q: 3 clusters Score -1.324179e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -13241760.000000 Penalty: 3781.737793
	Iteration 67Q: 3 clusters Score -1.324176e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 67629 members 
Entering Unmasked Estep 
Score: -13241767.000000 Penalty: 3781.737793
	Iteration 68Q: 3 clusters Score -1.324177e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -13241790.000000 Penalty: 3781.737793
	Iteration 69Q: 3 clusters Score -1.324179e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -13241781.000000 Penalty: 3781.737793
	Iteration 70Q: 3 clusters Score -1.324178e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -13241757.000000 Penalty: 3781.737793
	Iteration 71Q: 3 clusters Score -1.324176e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -13241766.000000 Penalty: 3781.737793
	Iteration 72Q: 3 clusters Score -1.324177e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -13241750.000000 Penalty: 3781.737793
	Iteration 73Q: 3 clusters Score -1.324175e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -13241781.000000 Penalty: 3781.737793
	Iteration 74Q: 3 clusters Score -1.324178e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -13241777.000000 Penalty: 3781.737793
	Iteration 75Q: 3 clusters Score -1.324178e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -13241802.000000 Penalty: 3781.737793
	Iteration 76Q: 3 clusters Score -1.32418e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -13241794.000000 Penalty: 3781.737793
	Iteration 77Q: 3 clusters Score -1.324179e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -13241786.000000 Penalty: 3781.737793
	Iteration 78Q: 3 clusters Score -1.324179e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -13241780.000000 Penalty: 3781.737793
	Iteration 79Q: 3 clusters Score -1.324178e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -13241792.000000 Penalty: 3781.737793
	Iteration 80F: 3 clusters Score -1.324179e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -13241795.000000 Penalty: 3781.737793
	Iteration 81Q: 3 clusters Score -1.32418e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -13241794.000000 Penalty: 3781.737793
	Iteration 82Q: 3 clusters Score -1.324179e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -13241810.000000 Penalty: 3781.737793
	Iteration 83Q: 3 clusters Score -1.324181e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -13241788.000000 Penalty: 3781.737793
	Iteration 84Q: 3 clusters Score -1.324179e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -13241813.000000 Penalty: 3781.737793
	Iteration 85Q: 3 clusters Score -1.324181e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -13241813.000000 Penalty: 3781.737793
	Iteration 86Q: 3 clusters Score -1.324181e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -13241829.000000 Penalty: 3781.737793
	Iteration 87Q: 3 clusters Score -1.324183e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -13241852.000000 Penalty: 3781.737793
	Iteration 88Q: 3 clusters Score -1.324185e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -13241834.000000 Penalty: 3781.737793
	Iteration 89Q: 3 clusters Score -1.324183e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -13241825.000000 Penalty: 3781.737793
	Iteration 90Q: 3 clusters Score -1.324182e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -13241846.000000 Penalty: 3781.737793
	Iteration 91Q: 3 clusters Score -1.324185e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -13241848.000000 Penalty: 3781.737793
	Iteration 92Q: 3 clusters Score -1.324185e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -13241830.000000 Penalty: 3781.737793
	Iteration 93Q: 3 clusters Score -1.324183e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -13241877.000000 Penalty: 3781.737793
	Iteration 94Q: 3 clusters Score -1.324188e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -13241857.000000 Penalty: 3781.737793
	Iteration 95Q: 3 clusters Score -1.324186e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -13241855.000000 Penalty: 3781.737793
	Iteration 96Q: 3 clusters Score -1.324186e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -13241841.000000 Penalty: 3781.737793
	Iteration 97Q: 3 clusters Score -1.324184e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -13241845.000000 Penalty: 3781.737793
	Iteration 98Q: 3 clusters Score -1.324184e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -13241818.000000 Penalty: 3781.737793
	Iteration 99Q: 3 clusters Score -1.324182e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -13241855.000000 Penalty: 3781.737793
	Iteration 100F: 3 clusters Score -1.324186e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -13241870.000000 Penalty: 3781.737793
	Iteration 101Q: 3 clusters Score -1.324187e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -13241852.000000 Penalty: 3781.737793
	Iteration 102Q: 3 clusters Score -1.324185e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -13241850.000000 Penalty: 3781.737793
	Iteration 103Q: 3 clusters Score -1.324185e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 63080 members 
Entering Unmasked Estep 
Score: -13241871.000000 Penalty: 3781.737793
	Iteration 104Q: 3 clusters Score -1.324187e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -13241876.000000 Penalty: 3781.737793
	Iteration 105Q: 3 clusters Score -1.324188e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -13241892.000000 Penalty: 3781.737793
	Iteration 106Q: 3 clusters Score -1.324189e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -13241930.000000 Penalty: 3781.737793
	Iteration 107Q: 3 clusters Score -1.324193e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -13241953.000000 Penalty: 3781.737793
	Iteration 108Q: 3 clusters Score -1.324195e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -13241954.000000 Penalty: 3781.737793
	Iteration 109Q: 3 clusters Score -1.324195e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -13241960.000000 Penalty: 3781.737793
	Iteration 110Q: 3 clusters Score -1.324196e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -13241951.000000 Penalty: 3781.737793
	Iteration 111Q: 3 clusters Score -1.324195e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -13241958.000000 Penalty: 3781.737793
	Iteration 112Q: 3 clusters Score -1.324196e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -13241965.000000 Penalty: 3781.737793
	Iteration 113Q: 3 clusters Score -1.324196e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -13241992.000000 Penalty: 3781.737793
	Iteration 114Q: 3 clusters Score -1.324199e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -13241979.000000 Penalty: 3781.737793
	Iteration 115Q: 3 clusters Score -1.324198e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -13241981.000000 Penalty: 3781.737793
	Iteration 116Q: 3 clusters Score -1.324198e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -13241963.000000 Penalty: 3781.737793
	Iteration 117Q: 3 clusters Score -1.324196e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -13242003.000000 Penalty: 3781.737793
	Iteration 118Q: 3 clusters Score -1.3242e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -13242031.000000 Penalty: 3781.737793
	Iteration 119Q: 3 clusters Score -1.324203e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -13242045.000000 Penalty: 3781.737793
	Iteration 120F: 3 clusters Score -1.324204e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -13242054.000000 Penalty: 3781.737793
	Iteration 121Q: 3 clusters Score -1.324205e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -13242052.000000 Penalty: 3781.737793
	Iteration 122Q: 3 clusters Score -1.324205e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -13242050.000000 Penalty: 3781.737793
	Iteration 123Q: 3 clusters Score -1.324205e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -13242053.000000 Penalty: 3781.737793
	Iteration 124Q: 3 clusters Score -1.324205e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -13242093.000000 Penalty: 3781.737793
	Iteration 125Q: 3 clusters Score -1.324209e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -13242097.000000 Penalty: 3781.737793
	Iteration 126Q: 3 clusters Score -1.32421e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -13242088.000000 Penalty: 3781.737793
	Iteration 127Q: 3 clusters Score -1.324209e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -13242057.000000 Penalty: 3781.737793
	Iteration 128Q: 3 clusters Score -1.324206e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -13242044.000000 Penalty: 3781.737793
	Iteration 129Q: 3 clusters Score -1.324204e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -13242049.000000 Penalty: 3781.737793
	Iteration 130Q: 3 clusters Score -1.324205e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -13242055.000000 Penalty: 3781.737793
	Iteration 131Q: 3 clusters Score -1.324206e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -13242092.000000 Penalty: 3781.737793
	Iteration 132Q: 3 clusters Score -1.324209e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -13242094.000000 Penalty: 3781.737793
	Iteration 133Q: 3 clusters Score -1.324209e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -13242130.000000 Penalty: 3781.737793
	Iteration 134Q: 3 clusters Score -1.324213e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -13242154.000000 Penalty: 3781.737793
	Iteration 135Q: 3 clusters Score -1.324215e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -13242157.000000 Penalty: 3781.737793
	Iteration 136Q: 3 clusters Score -1.324216e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -13242173.000000 Penalty: 3781.737793
	Iteration 137Q: 3 clusters Score -1.324217e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -13242172.000000 Penalty: 3781.737793
	Iteration 138Q: 3 clusters Score -1.324217e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -13242207.000000 Penalty: 3781.737793
	Iteration 139Q: 3 clusters Score -1.324221e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -13242186.000000 Penalty: 3781.737793
	Iteration 140F: 3 clusters Score -1.324219e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -13242203.000000 Penalty: 3781.737793
	Iteration 141Q: 3 clusters Score -1.32422e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -13242182.000000 Penalty: 3781.737793
	Iteration 142Q: 3 clusters Score -1.324218e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -13242189.000000 Penalty: 3781.737793
	Iteration 143Q: 3 clusters Score -1.324219e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -13242194.000000 Penalty: 3781.737793
	Iteration 144Q: 3 clusters Score -1.324219e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -13242218.000000 Penalty: 3781.737793
	Iteration 145Q: 3 clusters Score -1.324222e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -13242217.000000 Penalty: 3781.737793
	Iteration 146Q: 3 clusters Score -1.324222e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -13242202.000000 Penalty: 3781.737793
	Iteration 147Q: 3 clusters Score -1.32422e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -13242200.000000 Penalty: 3781.737793
	Iteration 148Q: 3 clusters Score -1.32422e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -13242197.000000 Penalty: 3781.737793
	Iteration 149Q: 3 clusters Score -1.32422e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -13242176.000000 Penalty: 3781.737793
	Iteration 150Q: 3 clusters Score -1.324218e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -13242199.000000 Penalty: 3781.737793
	Iteration 151Q: 3 clusters Score -1.32422e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -13242226.000000 Penalty: 3781.737793
	Iteration 152Q: 3 clusters Score -1.324223e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -13242192.000000 Penalty: 3781.737793
	Iteration 153Q: 3 clusters Score -1.324219e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -13242203.000000 Penalty: 3781.737793
	Iteration 154Q: 3 clusters Score -1.32422e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -13242218.000000 Penalty: 3781.737793
	Iteration 155Q: 3 clusters Score -1.324222e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -13242211.000000 Penalty: 3781.737793
	Iteration 156Q: 3 clusters Score -1.324221e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -13242235.000000 Penalty: 3781.737793
	Iteration 157Q: 3 clusters Score -1.324224e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -13242227.000000 Penalty: 3781.737793
	Iteration 158Q: 3 clusters Score -1.324223e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -13242233.000000 Penalty: 3781.737793
	Iteration 159Q: 3 clusters Score -1.324223e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -13242198.000000 Penalty: 3781.737793
	Iteration 160F: 3 clusters Score -1.32422e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -13242218.000000 Penalty: 3781.737793
	Iteration 161Q: 3 clusters Score -1.324222e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -13242237.000000 Penalty: 3781.737793
	Iteration 162Q: 3 clusters Score -1.324224e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -13242240.000000 Penalty: 3781.737793
	Iteration 163Q: 3 clusters Score -1.324224e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -13242248.000000 Penalty: 3781.737793
	Iteration 164Q: 3 clusters Score -1.324225e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -13242273.000000 Penalty: 3781.737793
	Iteration 165Q: 3 clusters Score -1.324227e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -13242303.000000 Penalty: 3781.737793
	Iteration 166Q: 3 clusters Score -1.32423e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -13242288.000000 Penalty: 3781.737793
	Iteration 167Q: 3 clusters Score -1.324229e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -13242318.000000 Penalty: 3781.737793
	Iteration 168Q: 3 clusters Score -1.324232e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -13242330.000000 Penalty: 3781.737793
	Iteration 169Q: 3 clusters Score -1.324233e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -13242343.000000 Penalty: 3781.737793
	Iteration 170Q: 3 clusters Score -1.324234e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -13242314.000000 Penalty: 3781.737793
	Iteration 171Q: 3 clusters Score -1.324231e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -13242302.000000 Penalty: 3781.737793
	Iteration 172Q: 3 clusters Score -1.32423e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -13242284.000000 Penalty: 3781.737793
	Iteration 173Q: 3 clusters Score -1.324228e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -13242294.000000 Penalty: 3781.737793
	Iteration 174Q: 3 clusters Score -1.324229e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -13242290.000000 Penalty: 3781.737793
	Iteration 175Q: 3 clusters Score -1.324229e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62203 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -13242322.000000 Penalty: 3781.737793
	Iteration 176Q: 3 clusters Score -1.324232e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -13242321.000000 Penalty: 3781.737793
	Iteration 177Q: 3 clusters Score -1.324232e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -13242314.000000 Penalty: 3781.737793
	Iteration 178Q: 3 clusters Score -1.324231e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -13242310.000000 Penalty: 3781.737793
	Iteration 179Q: 3 clusters Score -1.324231e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -13242305.000000 Penalty: 3781.737793
	Iteration 180F: 3 clusters Score -1.32423e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -13242329.000000 Penalty: 3781.737793
	Iteration 181Q: 3 clusters Score -1.324233e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -13242314.000000 Penalty: 3781.737793
	Iteration 182Q: 3 clusters Score -1.324231e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -13242310.000000 Penalty: 3781.737793
	Iteration 183Q: 3 clusters Score -1.324231e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -13242328.000000 Penalty: 3781.737793
	Iteration 184Q: 3 clusters Score -1.324233e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -13242336.000000 Penalty: 3781.737793
	Iteration 185Q: 3 clusters Score -1.324234e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63534 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -13242302.000000 Penalty: 3781.737793
	Iteration 186Q: 3 clusters Score -1.32423e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -13242313.000000 Penalty: 3781.737793
	Iteration 187Q: 3 clusters Score -1.324231e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -13242308.000000 Penalty: 3781.737793
	Iteration 188Q: 3 clusters Score -1.324231e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -13242318.000000 Penalty: 3781.737793
	Iteration 189Q: 3 clusters Score -1.324232e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -13242344.000000 Penalty: 3781.737793
	Iteration 190Q: 3 clusters Score -1.324234e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -13242325.000000 Penalty: 3781.737793
	Iteration 191Q: 3 clusters Score -1.324232e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -13242338.000000 Penalty: 3781.737793
	Iteration 192Q: 3 clusters Score -1.324234e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -13242353.000000 Penalty: 3781.737793
	Iteration 193Q: 3 clusters Score -1.324235e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64056 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -13242364.000000 Penalty: 3781.737793
	Iteration 194Q: 3 clusters Score -1.324236e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -13242353.000000 Penalty: 3781.737793
	Iteration 195Q: 3 clusters Score -1.324235e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -13242354.000000 Penalty: 3781.737793
	Iteration 196Q: 3 clusters Score -1.324235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -13242358.000000 Penalty: 3781.737793
	Iteration 197Q: 3 clusters Score -1.324236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -13242361.000000 Penalty: 3781.737793
	Iteration 198Q: 3 clusters Score -1.324236e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -13242340.000000 Penalty: 3781.737793
	Iteration 199Q: 3 clusters Score -1.324234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -13242330.000000 Penalty: 3781.737793
	Iteration 200F: 3 clusters Score -1.324233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -13242351.000000 Penalty: 3781.737793
	Iteration 201Q: 3 clusters Score -1.324235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -13242350.000000 Penalty: 3781.737793
	Iteration 202Q: 3 clusters Score -1.324235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -13242350.000000 Penalty: 3781.737793
	Iteration 203Q: 3 clusters Score -1.324235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -13242356.000000 Penalty: 3781.737793
	Iteration 204Q: 3 clusters Score -1.324236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -13242336.000000 Penalty: 3781.737793
	Iteration 205Q: 3 clusters Score -1.324234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -13242354.000000 Penalty: 3781.737793
	Iteration 206Q: 3 clusters Score -1.324235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -13242356.000000 Penalty: 3781.737793
	Iteration 207Q: 3 clusters Score -1.324236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -13242345.000000 Penalty: 3781.737793
	Iteration 208Q: 3 clusters Score -1.324234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -13242355.000000 Penalty: 3781.737793
	Iteration 209Q: 3 clusters Score -1.324236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -13242372.000000 Penalty: 3781.737793
	Iteration 210Q: 3 clusters Score -1.324237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -13242366.000000 Penalty: 3781.737793
	Iteration 211Q: 3 clusters Score -1.324237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -13242370.000000 Penalty: 3781.737793
	Iteration 212Q: 3 clusters Score -1.324237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -13242377.000000 Penalty: 3781.737793
	Iteration 213Q: 3 clusters Score -1.324238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -13242369.000000 Penalty: 3781.737793
	Iteration 214Q: 3 clusters Score -1.324237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -13242358.000000 Penalty: 3781.737793
	Iteration 215Q: 3 clusters Score -1.324236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -13242361.000000 Penalty: 3781.737793
	Iteration 216Q: 3 clusters Score -1.324236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -13242362.000000 Penalty: 3781.737793
	Iteration 217Q: 3 clusters Score -1.324236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -13242368.000000 Penalty: 3781.737793
	Iteration 218Q: 3 clusters Score -1.324237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -13242379.000000 Penalty: 3781.737793
	Iteration 219Q: 3 clusters Score -1.324238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64574 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -13242378.000000 Penalty: 3781.737793
	Iteration 220F: 3 clusters Score -1.324238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -13242379.000000 Penalty: 3781.737793
	Iteration 221Q: 3 clusters Score -1.324238e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -13242385.000000 Penalty: 3781.737793
	Iteration 222Q: 3 clusters Score -1.324238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -13242385.000000 Penalty: 3781.737793
	Iteration 223Q: 3 clusters Score -1.324238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -13242377.000000 Penalty: 3781.737793
	Iteration 224Q: 3 clusters Score -1.324238e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -13242379.000000 Penalty: 3781.737793
	Iteration 225Q: 3 clusters Score -1.324238e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -13242360.000000 Penalty: 3781.737793
	Iteration 226Q: 3 clusters Score -1.324236e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -13242360.000000 Penalty: 3781.737793
	Iteration 227Q: 3 clusters Score -1.324236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -13242367.000000 Penalty: 3781.737793
	Iteration 228Q: 3 clusters Score -1.324237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -13242371.000000 Penalty: 3781.737793
	Iteration 229Q: 3 clusters Score -1.324237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -13242389.000000 Penalty: 3781.737793
	Iteration 230Q: 3 clusters Score -1.324239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -13242377.000000 Penalty: 3781.737793
	Iteration 231Q: 3 clusters Score -1.324238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -13242383.000000 Penalty: 3781.737793
	Iteration 232Q: 3 clusters Score -1.324238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -13242387.000000 Penalty: 3781.737793
	Iteration 233Q: 3 clusters Score -1.324239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -13242392.000000 Penalty: 3781.737793
	Iteration 234Q: 3 clusters Score -1.324239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -13242394.000000 Penalty: 3781.737793
	Iteration 235Q: 3 clusters Score -1.324239e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -13242395.000000 Penalty: 3781.737793
	Iteration 236Q: 3 clusters Score -1.32424e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -13242396.000000 Penalty: 3781.737793
	Iteration 237Q: 3 clusters Score -1.32424e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -13242392.000000 Penalty: 3781.737793
	Iteration 238Q: 3 clusters Score -1.324239e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -13242392.000000 Penalty: 3781.737793
	Iteration 239Q: 3 clusters Score -1.324239e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -13242384.000000 Penalty: 3781.737793
	Iteration 240F: 3 clusters Score -1.324238e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -13242377.000000 Penalty: 3781.737793
	Iteration 241Q: 3 clusters Score -1.324238e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -13242376.000000 Penalty: 3781.737793
	Iteration 242Q: 3 clusters Score -1.324238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -13242387.000000 Penalty: 3781.737793
	Iteration 243Q: 3 clusters Score -1.324239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -13242377.000000 Penalty: 3781.737793
	Iteration 244Q: 3 clusters Score -1.324238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -13242383.000000 Penalty: 3781.737793
	Iteration 245Q: 3 clusters Score -1.324238e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -13242377.000000 Penalty: 3781.737793
	Iteration 246Q: 3 clusters Score -1.324238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -13242382.000000 Penalty: 3781.737793
	Iteration 247Q: 3 clusters Score -1.324238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -13242394.000000 Penalty: 3781.737793
	Iteration 248Q: 3 clusters Score -1.324239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65357 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -13242386.000000 Penalty: 3781.737793
	Iteration 249Q: 3 clusters Score -1.324239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -13242386.000000 Penalty: 3781.737793
	Iteration 250Q: 3 clusters Score -1.324239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -13242391.000000 Penalty: 3781.737793
	Iteration 251Q: 3 clusters Score -1.324239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -13242384.000000 Penalty: 3781.737793
	Iteration 252Q: 3 clusters Score -1.324238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -13242393.000000 Penalty: 3781.737793
	Iteration 253Q: 3 clusters Score -1.324239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -13242396.000000 Penalty: 3781.737793
	Iteration 254Q: 3 clusters Score -1.32424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -13242392.000000 Penalty: 3781.737793
	Iteration 255Q: 3 clusters Score -1.324239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -13242396.000000 Penalty: 3781.737793
	Iteration 256Q: 3 clusters Score -1.32424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -13242394.000000 Penalty: 3781.737793
	Iteration 257Q: 3 clusters Score -1.324239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -13242394.000000 Penalty: 3781.737793
	Iteration 258F: 3 clusters Score -1.324239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -451544.468750 Penalty: 1342.498047
	Iteration 0F: 2 clusters Score -451544.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -448274.906250 Penalty: 2684.996094
	Iteration 0F: 3 clusters Score -448274.9 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -449074.718750 Penalty: 2684.996094
	Iteration 1F: 3 clusters Score -449074.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -449218.875000 Penalty: 2684.996094
	Iteration 2F: 3 clusters Score -449218.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -449322.625000 Penalty: 2684.996094
	Iteration 3Q: 3 clusters Score -449322.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -449406.281250 Penalty: 2684.996094
	Iteration 4Q: 3 clusters Score -449406.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -449471.812500 Penalty: 2684.996094
	Iteration 5Q: 3 clusters Score -449471.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -449509.437500 Penalty: 2684.996094
	Iteration 6Q: 3 clusters Score -449509.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -449529.500000 Penalty: 2684.996094
	Iteration 7Q: 3 clusters Score -449529.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -449550.093750 Penalty: 2684.996094
	Iteration 8Q: 3 clusters Score -449550.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -449569.343750 Penalty: 2684.996094
	Iteration 9Q: 3 clusters Score -449569.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -449592.531250 Penalty: 2684.996094
	Iteration 10Q: 3 clusters Score -449592.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -449617.000000 Penalty: 2684.996094
	Iteration 11Q: 3 clusters Score -449617 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -449641.875000 Penalty: 2684.996094
	Iteration 12Q: 3 clusters Score -449641.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -449666.187500 Penalty: 2684.996094
	Iteration 13Q: 3 clusters Score -449666.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -449699.000000 Penalty: 2684.996094
	Iteration 14Q: 3 clusters Score -449699 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -449734.000000 Penalty: 2684.996094
	Iteration 15Q: 3 clusters Score -449734 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -449783.687500 Penalty: 2684.996094
	Iteration 16Q: 3 clusters Score -449783.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -449849.093750 Penalty: 2684.996094
	Iteration 17Q: 3 clusters Score -449849.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -449909.250000 Penalty: 2684.996094
	Iteration 18Q: 3 clusters Score -449909.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -449951.375000 Penalty: 2684.996094
	Iteration 19Q: 3 clusters Score -449951.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -449994.187500 Penalty: 2684.996094
	Iteration 20F: 3 clusters Score -449994.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -450056.187500 Penalty: 2684.996094
	Iteration 21Q: 3 clusters Score -450056.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -450121.625000 Penalty: 2684.996094
	Iteration 22Q: 3 clusters Score -450121.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -450172.562500 Penalty: 2684.996094
	Iteration 23Q: 3 clusters Score -450172.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -450217.250000 Penalty: 2684.996094
	Iteration 24Q: 3 clusters Score -450217.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -450267.125000 Penalty: 2684.996094
	Iteration 25Q: 3 clusters Score -450267.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -450296.562500 Penalty: 2684.996094
	Iteration 26Q: 3 clusters Score -450296.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -450324.500000 Penalty: 2684.996094
	Iteration 27Q: 3 clusters Score -450324.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -450349.437500 Penalty: 2684.996094
	Iteration 28Q: 3 clusters Score -450349.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -450363.031250 Penalty: 2684.996094
	Iteration 29Q: 3 clusters Score -450363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -450373.187500 Penalty: 2684.996094
	Iteration 30Q: 3 clusters Score -450373.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -450383.062500 Penalty: 2684.996094
	Iteration 31Q: 3 clusters Score -450383.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -450390.062500 Penalty: 2684.996094
	Iteration 32Q: 3 clusters Score -450390.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -450398.000000 Penalty: 2684.996094
	Iteration 33Q: 3 clusters Score -450398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -450403.250000 Penalty: 2684.996094
	Iteration 34Q: 3 clusters Score -450403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -450407.437500 Penalty: 2684.996094
	Iteration 35Q: 3 clusters Score -450407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -450411.843750 Penalty: 2684.996094
	Iteration 36Q: 3 clusters Score -450411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -450413.781250 Penalty: 2684.996094
	Iteration 37Q: 3 clusters Score -450413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -450415.500000 Penalty: 2684.996094
	Iteration 38Q: 3 clusters Score -450415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -450416.062500 Penalty: 2684.996094
	Iteration 39Q: 3 clusters Score -450416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -450417.593750 Penalty: 2684.996094
	Iteration 40F: 3 clusters Score -450417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -450418.156250 Penalty: 2684.996094
	Iteration 41Q: 3 clusters Score -450418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -450419.312500 Penalty: 2684.996094
	Iteration 42Q: 3 clusters Score -450419.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -450419.312500 Penalty: 2684.996094
	Iteration 43F: 3 clusters Score -450419.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Entering Unmasked Estep 
Score: -3979493.250000 Penalty: 1696.862427
	Iteration 0F: 2 clusters Score -3979493 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 17159 members 
Entering Unmasked Estep 
Score: -3956420.750000 Penalty: 3393.724854
	Iteration 0F: 3 clusters Score -3956421 nChanged 15891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3965260.750000 Penalty: 3393.724854
	Iteration 1F: 3 clusters Score -3965261 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -3965643.000000 Penalty: 3393.724854
	Iteration 2Q: 3 clusters Score -3965643 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3965975.250000 Penalty: 3393.724854
	Iteration 3Q: 3 clusters Score -3965975 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3966287.750000 Penalty: 3393.724854
	Iteration 4Q: 3 clusters Score -3966288 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3966580.500000 Penalty: 3393.724854
	Iteration 5Q: 3 clusters Score -3966580 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3966841.250000 Penalty: 3393.724854
	Iteration 6Q: 3 clusters Score -3966841 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3967194.750000 Penalty: 3393.724854
	Iteration 7Q: 3 clusters Score -3967195 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3967593.500000 Penalty: 3393.724854
	Iteration 8Q: 3 clusters Score -3967594 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3968086.750000 Penalty: 3393.724854
	Iteration 9Q: 3 clusters Score -3968087 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3968800.250000 Penalty: 3393.724854
	Iteration 10Q: 3 clusters Score -3968800 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3969766.000000 Penalty: 3393.724854
	Iteration 11Q: 3 clusters Score -3969766 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3971051.750000 Penalty: 3393.724854
	Iteration 12F: 3 clusters Score -3971052 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3972248.000000 Penalty: 3393.724854
	Iteration 13F: 3 clusters Score -3972248 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3972998.500000 Penalty: 3393.724854
	Iteration 14Q: 3 clusters Score -3972998 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3973362.750000 Penalty: 3393.724854
	Iteration 15Q: 3 clusters Score -3973363 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -3973617.500000 Penalty: 3393.724854
	Iteration 16Q: 3 clusters Score -3973618 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3973784.250000 Penalty: 3393.724854
	Iteration 17Q: 3 clusters Score -3973784 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3973933.250000 Penalty: 3393.724854
	Iteration 18Q: 3 clusters Score -3973933 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3974075.000000 Penalty: 3393.724854
	Iteration 19Q: 3 clusters Score -3974075 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3974212.000000 Penalty: 3393.724854
	Iteration 20F: 3 clusters Score -3974212 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3974355.750000 Penalty: 3393.724854
	Iteration 21Q: 3 clusters Score -3974356 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3974502.250000 Penalty: 3393.724854
	Iteration 22Q: 3 clusters Score -3974502 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3974651.500000 Penalty: 3393.724854
	Iteration 23Q: 3 clusters Score -3974652 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3974825.750000 Penalty: 3393.724854
	Iteration 24Q: 3 clusters Score -3974826 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3974996.000000 Penalty: 3393.724854
	Iteration 25Q: 3 clusters Score -3974996 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3975160.000000 Penalty: 3393.724854
	Iteration 26Q: 3 clusters Score -3975160 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3975302.500000 Penalty: 3393.724854
	Iteration 27Q: 3 clusters Score -3975302 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3975443.750000 Penalty: 3393.724854
	Iteration 28Q: 3 clusters Score -3975444 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3975586.750000 Penalty: 3393.724854
	Iteration 29Q: 3 clusters Score -3975587 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3975737.250000 Penalty: 3393.724854
	Iteration 30Q: 3 clusters Score -3975737 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3975888.500000 Penalty: 3393.724854
	Iteration 31Q: 3 clusters Score -3975888 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3976015.250000 Penalty: 3393.724854
	Iteration 32Q: 3 clusters Score -3976015 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3976166.500000 Penalty: 3393.724854
	Iteration 33Q: 3 clusters Score -3976166 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3976277.000000 Penalty: 3393.724854
	Iteration 34Q: 3 clusters Score -3976277 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3976405.750000 Penalty: 3393.724854
	Iteration 35Q: 3 clusters Score -3976406 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3976521.500000 Penalty: 3393.724854
	Iteration 36Q: 3 clusters Score -3976522 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3976627.000000 Penalty: 3393.724854
	Iteration 37Q: 3 clusters Score -3976627 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3976725.500000 Penalty: 3393.724854
	Iteration 38Q: 3 clusters Score -3976726 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3976831.750000 Penalty: 3393.724854
	Iteration 39Q: 3 clusters Score -3976832 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3976930.500000 Penalty: 3393.724854
	Iteration 40F: 3 clusters Score -3976930 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3977015.750000 Penalty: 3393.724854
	Iteration 41Q: 3 clusters Score -3977016 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3977099.000000 Penalty: 3393.724854
	Iteration 42Q: 3 clusters Score -3977099 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3977161.250000 Penalty: 3393.724854
	Iteration 43Q: 3 clusters Score -3977161 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3977223.000000 Penalty: 3393.724854
	Iteration 44Q: 3 clusters Score -3977223 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3977285.000000 Penalty: 3393.724854
	Iteration 45Q: 3 clusters Score -3977285 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3977345.000000 Penalty: 3393.724854
	Iteration 46Q: 3 clusters Score -3977345 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3977390.500000 Penalty: 3393.724854
	Iteration 47Q: 3 clusters Score -3977390 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3977436.000000 Penalty: 3393.724854
	Iteration 48Q: 3 clusters Score -3977436 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3977488.500000 Penalty: 3393.724854
	Iteration 49Q: 3 clusters Score -3977488 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3977526.000000 Penalty: 3393.724854
	Iteration 50Q: 3 clusters Score -3977526 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3977554.750000 Penalty: 3393.724854
	Iteration 51Q: 3 clusters Score -3977555 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3977574.750000 Penalty: 3393.724854
	Iteration 52Q: 3 clusters Score -3977575 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3977602.250000 Penalty: 3393.724854
	Iteration 53Q: 3 clusters Score -3977602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3977642.000000 Penalty: 3393.724854
	Iteration 54Q: 3 clusters Score -3977642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3977667.750000 Penalty: 3393.724854
	Iteration 55Q: 3 clusters Score -3977668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3977697.750000 Penalty: 3393.724854
	Iteration 56Q: 3 clusters Score -3977698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3977725.250000 Penalty: 3393.724854
	Iteration 57Q: 3 clusters Score -3977725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3977743.250000 Penalty: 3393.724854
	Iteration 58Q: 3 clusters Score -3977743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3977761.750000 Penalty: 3393.724854
	Iteration 59Q: 3 clusters Score -3977762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3977783.750000 Penalty: 3393.724854
	Iteration 60F: 3 clusters Score -3977784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3977797.000000 Penalty: 3393.724854
	Iteration 61Q: 3 clusters Score -3977797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3977810.250000 Penalty: 3393.724854
	Iteration 62Q: 3 clusters Score -3977810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3977818.250000 Penalty: 3393.724854
	Iteration 63Q: 3 clusters Score -3977818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3977827.750000 Penalty: 3393.724854
	Iteration 64Q: 3 clusters Score -3977828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3977840.250000 Penalty: 3393.724854
	Iteration 65Q: 3 clusters Score -3977840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3977846.000000 Penalty: 3393.724854
	Iteration 66Q: 3 clusters Score -3977846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3977846.250000 Penalty: 3393.724854
	Iteration 67Q: 3 clusters Score -3977846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3977846.000000 Penalty: 3393.724854
	Iteration 68Q: 3 clusters Score -3977846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3977854.000000 Penalty: 3393.724854
	Iteration 69Q: 3 clusters Score -3977854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3977858.250000 Penalty: 3393.724854
	Iteration 70Q: 3 clusters Score -3977858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3977866.750000 Penalty: 3393.724854
	Iteration 71Q: 3 clusters Score -3977867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3977865.250000 Penalty: 3393.724854
	Iteration 72Q: 3 clusters Score -3977865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3977864.500000 Penalty: 3393.724854
	Iteration 73Q: 3 clusters Score -3977864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3977863.750000 Penalty: 3393.724854
	Iteration 74Q: 3 clusters Score -3977864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3977867.000000 Penalty: 3393.724854
	Iteration 75Q: 3 clusters Score -3977867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3977867.000000 Penalty: 3393.724854
	Iteration 76F: 3 clusters Score -3977867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -442983.031250 Penalty: 1337.858032
	Iteration 0F: 2 clusters Score -442983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -439738.125000 Penalty: 2675.716064
	Iteration 0F: 3 clusters Score -439738.1 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -440496.406250 Penalty: 2675.716064
	Iteration 1F: 3 clusters Score -440496.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -440620.281250 Penalty: 2675.716064
	Iteration 2F: 3 clusters Score -440620.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -440704.906250 Penalty: 2675.716064
	Iteration 3Q: 3 clusters Score -440704.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -440768.250000 Penalty: 2675.716064
	Iteration 4Q: 3 clusters Score -440768.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -440821.218750 Penalty: 2675.716064
	Iteration 5Q: 3 clusters Score -440821.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -440860.156250 Penalty: 2675.716064
	Iteration 6Q: 3 clusters Score -440860.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -440895.687500 Penalty: 2675.716064
	Iteration 7Q: 3 clusters Score -440895.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -440933.375000 Penalty: 2675.716064
	Iteration 8Q: 3 clusters Score -440933.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -440976.343750 Penalty: 2675.716064
	Iteration 9Q: 3 clusters Score -440976.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -441020.093750 Penalty: 2675.716064
	Iteration 10Q: 3 clusters Score -441020.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -441063.562500 Penalty: 2675.716064
	Iteration 11Q: 3 clusters Score -441063.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -441121.468750 Penalty: 2675.716064
	Iteration 12Q: 3 clusters Score -441121.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -441188.906250 Penalty: 2675.716064
	Iteration 13Q: 3 clusters Score -441188.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -441269.968750 Penalty: 2675.716064
	Iteration 14Q: 3 clusters Score -441270 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -441355.843750 Penalty: 2675.716064
	Iteration 15Q: 3 clusters Score -441355.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -441435.031250 Penalty: 2675.716064
	Iteration 16Q: 3 clusters Score -441435 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -441511.656250 Penalty: 2675.716064
	Iteration 17Q: 3 clusters Score -441511.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -441561.687500 Penalty: 2675.716064
	Iteration 18Q: 3 clusters Score -441561.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -441606.593750 Penalty: 2675.716064
	Iteration 19Q: 3 clusters Score -441606.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -441645.531250 Penalty: 2675.716064
	Iteration 20F: 3 clusters Score -441645.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -441687.468750 Penalty: 2675.716064
	Iteration 21Q: 3 clusters Score -441687.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -441722.125000 Penalty: 2675.716064
	Iteration 22Q: 3 clusters Score -441722.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -441750.593750 Penalty: 2675.716064
	Iteration 23Q: 3 clusters Score -441750.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -441780.375000 Penalty: 2675.716064
	Iteration 24Q: 3 clusters Score -441780.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -441803.843750 Penalty: 2675.716064
	Iteration 25Q: 3 clusters Score -441803.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -441816.406250 Penalty: 2675.716064
	Iteration 26Q: 3 clusters Score -441816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -441823.500000 Penalty: 2675.716064
	Iteration 27Q: 3 clusters Score -441823.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -441824.593750 Penalty: 2675.716064
	Iteration 28Q: 3 clusters Score -441824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -441826.000000 Penalty: 2675.716064
	Iteration 29Q: 3 clusters Score -441826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -441829.031250 Penalty: 2675.716064
	Iteration 30Q: 3 clusters Score -441829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -441833.281250 Penalty: 2675.716064
	Iteration 31Q: 3 clusters Score -441833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -441834.156250 Penalty: 2675.716064
	Iteration 32Q: 3 clusters Score -441834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -441835.062500 Penalty: 2675.716064
	Iteration 33Q: 3 clusters Score -441835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -441836.031250 Penalty: 2675.716064
	Iteration 34Q: 3 clusters Score -441836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -441836.781250 Penalty: 2675.716064
	Iteration 35Q: 3 clusters Score -441836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -441838.718750 Penalty: 2675.716064
	Iteration 36Q: 3 clusters Score -441838.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -441842.406250 Penalty: 2675.716064
	Iteration 37Q: 3 clusters Score -441842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -441844.218750 Penalty: 2675.716064
	Iteration 38Q: 3 clusters Score -441844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -441846.187500 Penalty: 2675.716064
	Iteration 39Q: 3 clusters Score -441846.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -441846.187500 Penalty: 2675.716064
	Iteration 40F: 3 clusters Score -441846.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Entering Unmasked Estep 
Score: -618018.750000 Penalty: 1404.076782
	Iteration 0F: 2 clusters Score -618018.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -613623.500000 Penalty: 2808.153564
	Iteration 0F: 3 clusters Score -613623.5 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -614946.250000 Penalty: 2808.153564
	Iteration 1F: 3 clusters Score -614946.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -615246.750000 Penalty: 2808.153564
	Iteration 2F: 3 clusters Score -615246.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -615512.625000 Penalty: 2808.153564
	Iteration 3F: 3 clusters Score -615512.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -615768.500000 Penalty: 2808.153564
	Iteration 4F: 3 clusters Score -615768.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -615976.062500 Penalty: 2808.153564
	Iteration 5F: 3 clusters Score -615976.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -616156.062500 Penalty: 2808.153564
	Iteration 6Q: 3 clusters Score -616156.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -616334.812500 Penalty: 2808.153564
	Iteration 7F: 3 clusters Score -616334.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -616474.375000 Penalty: 2808.153564
	Iteration 8Q: 3 clusters Score -616474.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -616616.500000 Penalty: 2808.153564
	Iteration 9Q: 3 clusters Score -616616.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -616740.312500 Penalty: 2808.153564
	Iteration 10Q: 3 clusters Score -616740.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -616837.250000 Penalty: 2808.153564
	Iteration 11Q: 3 clusters Score -616837.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -616920.875000 Penalty: 2808.153564
	Iteration 12Q: 3 clusters Score -616920.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -616996.500000 Penalty: 2808.153564
	Iteration 13Q: 3 clusters Score -616996.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -617056.437500 Penalty: 2808.153564
	Iteration 14Q: 3 clusters Score -617056.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -617103.687500 Penalty: 2808.153564
	Iteration 15Q: 3 clusters Score -617103.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -617128.187500 Penalty: 2808.153564
	Iteration 16Q: 3 clusters Score -617128.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -617148.562500 Penalty: 2808.153564
	Iteration 17Q: 3 clusters Score -617148.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -617165.312500 Penalty: 2808.153564
	Iteration 18Q: 3 clusters Score -617165.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -617178.812500 Penalty: 2808.153564
	Iteration 19Q: 3 clusters Score -617178.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -617189.750000 Penalty: 2808.153564
	Iteration 20F: 3 clusters Score -617189.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -617201.437500 Penalty: 2808.153564
	Iteration 21Q: 3 clusters Score -617201.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -617210.000000 Penalty: 2808.153564
	Iteration 22Q: 3 clusters Score -617210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -617216.312500 Penalty: 2808.153564
	Iteration 23Q: 3 clusters Score -617216.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -617219.000000 Penalty: 2808.153564
	Iteration 24Q: 3 clusters Score -617219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -617223.625000 Penalty: 2808.153564
	Iteration 25Q: 3 clusters Score -617223.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -617230.625000 Penalty: 2808.153564
	Iteration 26Q: 3 clusters Score -617230.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -617234.687500 Penalty: 2808.153564
	Iteration 27Q: 3 clusters Score -617234.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -617238.500000 Penalty: 2808.153564
	Iteration 28Q: 3 clusters Score -617238.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -617243.562500 Penalty: 2808.153564
	Iteration 29Q: 3 clusters Score -617243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -617246.625000 Penalty: 2808.153564
	Iteration 30Q: 3 clusters Score -617246.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -617248.437500 Penalty: 2808.153564
	Iteration 31Q: 3 clusters Score -617248.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -617250.312500 Penalty: 2808.153564
	Iteration 32Q: 3 clusters Score -617250.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -617254.187500 Penalty: 2808.153564
	Iteration 33Q: 3 clusters Score -617254.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -617257.937500 Penalty: 2808.153564
	Iteration 34Q: 3 clusters Score -617257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -617259.812500 Penalty: 2808.153564
	Iteration 35Q: 3 clusters Score -617259.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -617262.125000 Penalty: 2808.153564
	Iteration 36Q: 3 clusters Score -617262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -617266.375000 Penalty: 2808.153564
	Iteration 37Q: 3 clusters Score -617266.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -617267.562500 Penalty: 2808.153564
	Iteration 38Q: 3 clusters Score -617267.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -617271.437500 Penalty: 2808.153564
	Iteration 39Q: 3 clusters Score -617271.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -617275.375000 Penalty: 2808.153564
	Iteration 40F: 3 clusters Score -617275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -617277.937500 Penalty: 2808.153564
	Iteration 41Q: 3 clusters Score -617277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -617282.125000 Penalty: 2808.153564
	Iteration 42Q: 3 clusters Score -617282.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -617283.187500 Penalty: 2808.153564
	Iteration 43Q: 3 clusters Score -617283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -617287.312500 Penalty: 2808.153564
	Iteration 44Q: 3 clusters Score -617287.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -617294.125000 Penalty: 2808.153564
	Iteration 45Q: 3 clusters Score -617294.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -617297.000000 Penalty: 2808.153564
	Iteration 46Q: 3 clusters Score -617297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -617299.562500 Penalty: 2808.153564
	Iteration 47Q: 3 clusters Score -617299.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -617302.062500 Penalty: 2808.153564
	Iteration 48Q: 3 clusters Score -617302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -617304.937500 Penalty: 2808.153564
	Iteration 49Q: 3 clusters Score -617304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -617305.687500 Penalty: 2808.153564
	Iteration 50Q: 3 clusters Score -617305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -617306.312500 Penalty: 2808.153564
	Iteration 51Q: 3 clusters Score -617306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -617308.937500 Penalty: 2808.153564
	Iteration 52Q: 3 clusters Score -617308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -617310.875000 Penalty: 2808.153564
	Iteration 53Q: 3 clusters Score -617310.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -617315.000000 Penalty: 2808.153564
	Iteration 54Q: 3 clusters Score -617315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -617317.875000 Penalty: 2808.153564
	Iteration 55Q: 3 clusters Score -617317.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -617320.000000 Penalty: 2808.153564
	Iteration 56Q: 3 clusters Score -617320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -617322.687500 Penalty: 2808.153564
	Iteration 57Q: 3 clusters Score -617322.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -617325.812500 Penalty: 2808.153564
	Iteration 58Q: 3 clusters Score -617325.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -617326.312500 Penalty: 2808.153564
	Iteration 59Q: 3 clusters Score -617326.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -617327.062500 Penalty: 2808.153564
	Iteration 60F: 3 clusters Score -617327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -617328.312500 Penalty: 2808.153564
	Iteration 61Q: 3 clusters Score -617328.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -617331.500000 Penalty: 2808.153564
	Iteration 62Q: 3 clusters Score -617331.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -617330.937500 Penalty: 2808.153564
	Iteration 63Q: 3 clusters Score -617330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -617332.625000 Penalty: 2808.153564
	Iteration 64Q: 3 clusters Score -617332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -617333.937500 Penalty: 2808.153564
	Iteration 65Q: 3 clusters Score -617333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -617334.812500 Penalty: 2808.153564
	Iteration 66Q: 3 clusters Score -617334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -617336.625000 Penalty: 2808.153564
	Iteration 67Q: 3 clusters Score -617336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -617336.875000 Penalty: 2808.153564
	Iteration 68Q: 3 clusters Score -617336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -617337.812500 Penalty: 2808.153564
	Iteration 69Q: 3 clusters Score -617337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -617337.250000 Penalty: 2808.153564
	Iteration 70Q: 3 clusters Score -617337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -617338.312500 Penalty: 2808.153564
	Iteration 71Q: 3 clusters Score -617338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -617338.437500 Penalty: 2808.153564
	Iteration 72Q: 3 clusters Score -617338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -617338.312500 Penalty: 2808.153564
	Iteration 73Q: 3 clusters Score -617338.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -617338.312500 Penalty: 2808.153564
	Iteration 74F: 3 clusters Score -617338.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -14339.801758 Penalty: 827.734375
	Iteration 0F: 2 clusters Score -14339.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13649.960938 Penalty: 1655.468750
	Iteration 0F: 3 clusters Score -13649.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13711.055664 Penalty: 1655.468750
	Iteration 1F: 3 clusters Score -13711.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13737.155273 Penalty: 1655.468750
	Iteration 2Q: 3 clusters Score -13737.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13738.537109 Penalty: 1655.468750
	Iteration 3Q: 3 clusters Score -13738.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13739.223633 Penalty: 1655.468750
	Iteration 4Q: 3 clusters Score -13739.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13739.223633 Penalty: 1655.468750
	Iteration 5F: 3 clusters Score -13739.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Entering Unmasked Estep 
Score: -10383268.000000 Penalty: 1851.968384
	Iteration 0F: 2 clusters Score -1.038327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -10324885.000000 Penalty: 3703.936768
	Iteration 0F: 3 clusters Score -1.032488e+07 nChanged 42595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -10349128.000000 Penalty: 3703.936768
	Iteration 1F: 3 clusters Score -1.034913e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -10349728.000000 Penalty: 3703.936768
	Iteration 2Q: 3 clusters Score -1.034973e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -10350506.000000 Penalty: 3703.936768
	Iteration 3Q: 3 clusters Score -1.035051e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -10352037.000000 Penalty: 3703.936768
	Iteration 4Q: 3 clusters Score -1.035204e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -10354917.000000 Penalty: 3703.936768
	Iteration 5F: 3 clusters Score -1.035492e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -10360088.000000 Penalty: 3703.936768
	Iteration 6F: 3 clusters Score -1.036009e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -10367369.000000 Penalty: 3703.936768
	Iteration 7F: 3 clusters Score -1.036737e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -10374302.000000 Penalty: 3703.936768
	Iteration 8F: 3 clusters Score -1.03743e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -10379208.000000 Penalty: 3703.936768
	Iteration 9F: 3 clusters Score -1.037921e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -10381928.000000 Penalty: 3703.936768
	Iteration 10Q: 3 clusters Score -1.038193e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -10382901.000000 Penalty: 3703.936768
	Iteration 11Q: 3 clusters Score -1.03829e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -10383202.000000 Penalty: 3703.936768
	Iteration 12Q: 3 clusters Score -1.03832e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -10383292.000000 Penalty: 3703.936768
	Iteration 13Q: 3 clusters Score -1.038329e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -10383342.000000 Penalty: 3703.936768
	Iteration 14Q: 3 clusters Score -1.038334e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 83884 members 
Entering Unmasked Estep 
Score: -10383462.000000 Penalty: 3703.936768
	Iteration 15Q: 3 clusters Score -1.038346e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -10383490.000000 Penalty: 3703.936768
	Iteration 16Q: 3 clusters Score -1.038349e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -10383473.000000 Penalty: 3703.936768
	Iteration 17Q: 3 clusters Score -1.038347e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -10383531.000000 Penalty: 3703.936768
	Iteration 18Q: 3 clusters Score -1.038353e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -10383543.000000 Penalty: 3703.936768
	Iteration 19Q: 3 clusters Score -1.038354e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -10383566.000000 Penalty: 3703.936768
	Iteration 20F: 3 clusters Score -1.038357e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 85012 members 
Entering Unmasked Estep 
Score: -10383574.000000 Penalty: 3703.936768
	Iteration 21Q: 3 clusters Score -1.038357e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -10383580.000000 Penalty: 3703.936768
	Iteration 22Q: 3 clusters Score -1.038358e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -10383555.000000 Penalty: 3703.936768
	Iteration 23Q: 3 clusters Score -1.038356e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -10383536.000000 Penalty: 3703.936768
	Iteration 24Q: 3 clusters Score -1.038354e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -10383543.000000 Penalty: 3703.936768
	Iteration 25Q: 3 clusters Score -1.038354e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -10383531.000000 Penalty: 3703.936768
	Iteration 26Q: 3 clusters Score -1.038353e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -10383507.000000 Penalty: 3703.936768
	Iteration 27Q: 3 clusters Score -1.038351e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 85598 members 
Entering Unmasked Estep 
Score: -10383513.000000 Penalty: 3703.936768
	Iteration 28Q: 3 clusters Score -1.038351e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -10383501.000000 Penalty: 3703.936768
	Iteration 29Q: 3 clusters Score -1.03835e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -10383484.000000 Penalty: 3703.936768
	Iteration 30Q: 3 clusters Score -1.038348e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -10383494.000000 Penalty: 3703.936768
	Iteration 31Q: 3 clusters Score -1.038349e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -10383498.000000 Penalty: 3703.936768
	Iteration 32Q: 3 clusters Score -1.03835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -10383492.000000 Penalty: 3703.936768
	Iteration 33Q: 3 clusters Score -1.038349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -10383485.000000 Penalty: 3703.936768
	Iteration 34Q: 3 clusters Score -1.038348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -10383479.000000 Penalty: 3703.936768
	Iteration 35Q: 3 clusters Score -1.038348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 85831 members 
Entering Unmasked Estep 
Score: -10383473.000000 Penalty: 3703.936768
	Iteration 36Q: 3 clusters Score -1.038347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -10383481.000000 Penalty: 3703.936768
	Iteration 37Q: 3 clusters Score -1.038348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -10383482.000000 Penalty: 3703.936768
	Iteration 38Q: 3 clusters Score -1.038348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -10383484.000000 Penalty: 3703.936768
	Iteration 39Q: 3 clusters Score -1.038348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -10383501.000000 Penalty: 3703.936768
	Iteration 40F: 3 clusters Score -1.03835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 85908 members 
Entering Unmasked Estep 
Score: -10383489.000000 Penalty: 3703.936768
	Iteration 41Q: 3 clusters Score -1.038349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -10383485.000000 Penalty: 3703.936768
	Iteration 42Q: 3 clusters Score -1.038348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -10383478.000000 Penalty: 3703.936768
	Iteration 43Q: 3 clusters Score -1.038348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -10383472.000000 Penalty: 3703.936768
	Iteration 44Q: 3 clusters Score -1.038347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 85957 members 
Entering Unmasked Estep 
Score: -10383474.000000 Penalty: 3703.936768
	Iteration 45Q: 3 clusters Score -1.038347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -10383483.000000 Penalty: 3703.936768
	Iteration 46Q: 3 clusters Score -1.038348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -10383474.000000 Penalty: 3703.936768
	Iteration 47Q: 3 clusters Score -1.038347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -10383474.000000 Penalty: 3703.936768
	Iteration 48F: 3 clusters Score -1.038347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 113110 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 34277 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 5656 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 130346 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64861 members 
Mstep: Class 14 contains 14252 members 
Mstep: Class 15 contains 28548 members 
Mstep: Class 16 contains 56526 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 83826 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 82642 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11577 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 85963 members 
Entering Unmasked Estep 
Score: -86209192.000000 Penalty: 57207.613281
Splitting cluster 8 changes total score from -86210032.000000 to -86209192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -264194.406250 Penalty: 1261.905029
	Iteration 0F: 2 clusters Score -264194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -261884.781250 Penalty: 2523.810059
	Iteration 0F: 3 clusters Score -261884.8 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -262387.343750 Penalty: 2523.810059
	Iteration 1F: 3 clusters Score -262387.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -262488.593750 Penalty: 2523.810059
	Iteration 2F: 3 clusters Score -262488.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -262562.437500 Penalty: 2523.810059
	Iteration 3Q: 3 clusters Score -262562.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -262619.812500 Penalty: 2523.810059
	Iteration 4Q: 3 clusters Score -262619.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -262655.687500 Penalty: 2523.810059
	Iteration 5Q: 3 clusters Score -262655.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -262692.312500 Penalty: 2523.810059
	Iteration 6Q: 3 clusters Score -262692.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -262723.875000 Penalty: 2523.810059
	Iteration 7Q: 3 clusters Score -262723.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -262754.593750 Penalty: 2523.810059
	Iteration 8Q: 3 clusters Score -262754.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -262781.750000 Penalty: 2523.810059
	Iteration 9Q: 3 clusters Score -262781.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -262800.468750 Penalty: 2523.810059
	Iteration 10Q: 3 clusters Score -262800.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -262823.875000 Penalty: 2523.810059
	Iteration 11Q: 3 clusters Score -262823.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -262842.093750 Penalty: 2523.810059
	Iteration 12Q: 3 clusters Score -262842.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -262851.062500 Penalty: 2523.810059
	Iteration 13Q: 3 clusters Score -262851.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -262865.062500 Penalty: 2523.810059
	Iteration 14Q: 3 clusters Score -262865.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -262873.218750 Penalty: 2523.810059
	Iteration 15Q: 3 clusters Score -262873.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -262883.687500 Penalty: 2523.810059
	Iteration 16Q: 3 clusters Score -262883.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -262895.937500 Penalty: 2523.810059
	Iteration 17Q: 3 clusters Score -262895.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -262904.062500 Penalty: 2523.810059
	Iteration 18Q: 3 clusters Score -262904.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -262911.625000 Penalty: 2523.810059
	Iteration 19Q: 3 clusters Score -262911.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -262917.343750 Penalty: 2523.810059
	Iteration 20F: 3 clusters Score -262917.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -262921.125000 Penalty: 2523.810059
	Iteration 21Q: 3 clusters Score -262921.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -262924.250000 Penalty: 2523.810059
	Iteration 22Q: 3 clusters Score -262924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -262929.750000 Penalty: 2523.810059
	Iteration 23Q: 3 clusters Score -262929.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -262935.875000 Penalty: 2523.810059
	Iteration 24Q: 3 clusters Score -262935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -262939.812500 Penalty: 2523.810059
	Iteration 25Q: 3 clusters Score -262939.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -262942.562500 Penalty: 2523.810059
	Iteration 26Q: 3 clusters Score -262942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -262944.250000 Penalty: 2523.810059
	Iteration 27Q: 3 clusters Score -262944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -262945.187500 Penalty: 2523.810059
	Iteration 28Q: 3 clusters Score -262945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -262946.031250 Penalty: 2523.810059
	Iteration 29Q: 3 clusters Score -262946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -262946.625000 Penalty: 2523.810059
	Iteration 30Q: 3 clusters Score -262946.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -262947.593750 Penalty: 2523.810059
	Iteration 31Q: 3 clusters Score -262947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -262947.937500 Penalty: 2523.810059
	Iteration 32Q: 3 clusters Score -262947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -262948.281250 Penalty: 2523.810059
	Iteration 33Q: 3 clusters Score -262948.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -262948.343750 Penalty: 2523.810059
	Iteration 34Q: 3 clusters Score -262948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -262949.375000 Penalty: 2523.810059
	Iteration 35Q: 3 clusters Score -262949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -262949.468750 Penalty: 2523.810059
	Iteration 36Q: 3 clusters Score -262949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -262950.125000 Penalty: 2523.810059
	Iteration 37Q: 3 clusters Score -262950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -262950.812500 Penalty: 2523.810059
	Iteration 38Q: 3 clusters Score -262950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -262951.812500 Penalty: 2523.810059
	Iteration 39Q: 3 clusters Score -262951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -262953.125000 Penalty: 2523.810059
	Iteration 40F: 3 clusters Score -262953.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -262956.812500 Penalty: 2523.810059
	Iteration 41Q: 3 clusters Score -262956.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -262959.343750 Penalty: 2523.810059
	Iteration 42Q: 3 clusters Score -262959.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -262963.875000 Penalty: 2523.810059
	Iteration 43Q: 3 clusters Score -262963.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -262967.468750 Penalty: 2523.810059
	Iteration 44Q: 3 clusters Score -262967.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -262972.625000 Penalty: 2523.810059
	Iteration 45Q: 3 clusters Score -262972.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -262980.062500 Penalty: 2523.810059
	Iteration 46Q: 3 clusters Score -262980.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -262987.906250 Penalty: 2523.810059
	Iteration 47Q: 3 clusters Score -262987.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -262994.750000 Penalty: 2523.810059
	Iteration 48Q: 3 clusters Score -262994.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -263000.531250 Penalty: 2523.810059
	Iteration 49Q: 3 clusters Score -263000.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -263003.437500 Penalty: 2523.810059
	Iteration 50Q: 3 clusters Score -263003.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -263008.781250 Penalty: 2523.810059
	Iteration 51Q: 3 clusters Score -263008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -263011.093750 Penalty: 2523.810059
	Iteration 52Q: 3 clusters Score -263011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -263013.437500 Penalty: 2523.810059
	Iteration 53Q: 3 clusters Score -263013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -263017.093750 Penalty: 2523.810059
	Iteration 54Q: 3 clusters Score -263017.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -263019.468750 Penalty: 2523.810059
	Iteration 55Q: 3 clusters Score -263019.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -263021.781250 Penalty: 2523.810059
	Iteration 56Q: 3 clusters Score -263021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -263024.343750 Penalty: 2523.810059
	Iteration 57Q: 3 clusters Score -263024.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -263029.968750 Penalty: 2523.810059
	Iteration 58Q: 3 clusters Score -263030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -263040.000000 Penalty: 2523.810059
	Iteration 59Q: 3 clusters Score -263040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -263048.906250 Penalty: 2523.810059
	Iteration 60F: 3 clusters Score -263048.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -263053.375000 Penalty: 2523.810059
	Iteration 61Q: 3 clusters Score -263053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -263058.562500 Penalty: 2523.810059
	Iteration 62Q: 3 clusters Score -263058.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -263060.812500 Penalty: 2523.810059
	Iteration 63Q: 3 clusters Score -263060.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -263062.906250 Penalty: 2523.810059
	Iteration 64Q: 3 clusters Score -263062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -263063.562500 Penalty: 2523.810059
	Iteration 65Q: 3 clusters Score -263063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -263063.562500 Penalty: 2523.810059
	Iteration 66F: 3 clusters Score -263063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -425592.593750 Penalty: 1334.145142
	Iteration 0F: 2 clusters Score -425592.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -422426.125000 Penalty: 2668.290283
	Iteration 0F: 3 clusters Score -422426.1 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -423190.000000 Penalty: 2668.290283
	Iteration 1F: 3 clusters Score -423190 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -423350.812500 Penalty: 2668.290283
	Iteration 2F: 3 clusters Score -423350.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -423481.406250 Penalty: 2668.290283
	Iteration 3F: 3 clusters Score -423481.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -423576.343750 Penalty: 2668.290283
	Iteration 4Q: 3 clusters Score -423576.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -423657.281250 Penalty: 2668.290283
	Iteration 5Q: 3 clusters Score -423657.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -423742.468750 Penalty: 2668.290283
	Iteration 6Q: 3 clusters Score -423742.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -423807.093750 Penalty: 2668.290283
	Iteration 7Q: 3 clusters Score -423807.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -423876.062500 Penalty: 2668.290283
	Iteration 8Q: 3 clusters Score -423876.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -423958.625000 Penalty: 2668.290283
	Iteration 9Q: 3 clusters Score -423958.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -424040.687500 Penalty: 2668.290283
	Iteration 10Q: 3 clusters Score -424040.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -424121.343750 Penalty: 2668.290283
	Iteration 11Q: 3 clusters Score -424121.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -424204.718750 Penalty: 2668.290283
	Iteration 12Q: 3 clusters Score -424204.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -424280.687500 Penalty: 2668.290283
	Iteration 13Q: 3 clusters Score -424280.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -424339.343750 Penalty: 2668.290283
	Iteration 14Q: 3 clusters Score -424339.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -424406.500000 Penalty: 2668.290283
	Iteration 15Q: 3 clusters Score -424406.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -424467.625000 Penalty: 2668.290283
	Iteration 16Q: 3 clusters Score -424467.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -424519.937500 Penalty: 2668.290283
	Iteration 17Q: 3 clusters Score -424519.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -424562.656250 Penalty: 2668.290283
	Iteration 18Q: 3 clusters Score -424562.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -424604.093750 Penalty: 2668.290283
	Iteration 19Q: 3 clusters Score -424604.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -424633.125000 Penalty: 2668.290283
	Iteration 20F: 3 clusters Score -424633.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -424656.843750 Penalty: 2668.290283
	Iteration 21Q: 3 clusters Score -424656.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -424669.656250 Penalty: 2668.290283
	Iteration 22Q: 3 clusters Score -424669.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -424681.687500 Penalty: 2668.290283
	Iteration 23Q: 3 clusters Score -424681.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -424694.406250 Penalty: 2668.290283
	Iteration 24Q: 3 clusters Score -424694.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -424704.875000 Penalty: 2668.290283
	Iteration 25Q: 3 clusters Score -424704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -424708.687500 Penalty: 2668.290283
	Iteration 26Q: 3 clusters Score -424708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -424713.437500 Penalty: 2668.290283
	Iteration 27Q: 3 clusters Score -424713.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -424719.343750 Penalty: 2668.290283
	Iteration 28Q: 3 clusters Score -424719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -424724.375000 Penalty: 2668.290283
	Iteration 29Q: 3 clusters Score -424724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -424725.187500 Penalty: 2668.290283
	Iteration 30Q: 3 clusters Score -424725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -424726.093750 Penalty: 2668.290283
	Iteration 31Q: 3 clusters Score -424726.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -424726.406250 Penalty: 2668.290283
	Iteration 32Q: 3 clusters Score -424726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -424727.312500 Penalty: 2668.290283
	Iteration 33Q: 3 clusters Score -424727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -424727.718750 Penalty: 2668.290283
	Iteration 34Q: 3 clusters Score -424727.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -424728.250000 Penalty: 2668.290283
	Iteration 35Q: 3 clusters Score -424728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -424729.562500 Penalty: 2668.290283
	Iteration 36Q: 3 clusters Score -424729.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -424729.562500 Penalty: 2668.290283
	Iteration 37F: 3 clusters Score -424729.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130346 members 
Entering Unmasked Estep 
Score: -14988681.000000 Penalty: 1913.916504
	Iteration 0F: 2 clusters Score -1.498868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -14906209.000000 Penalty: 3827.833008
	Iteration 0F: 3 clusters Score -1.490621e+07 nChanged 62518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -14942121.000000 Penalty: 3827.833008
	Iteration 1F: 3 clusters Score -1.494212e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -14943223.000000 Penalty: 3827.833008
	Iteration 2Q: 3 clusters Score -1.494322e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -14944490.000000 Penalty: 3827.833008
	Iteration 3Q: 3 clusters Score -1.494449e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -14946512.000000 Penalty: 3827.833008
	Iteration 4Q: 3 clusters Score -1.494651e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84662 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -14950185.000000 Penalty: 3827.833008
	Iteration 5F: 3 clusters Score -1.495018e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -14956677.000000 Penalty: 3827.833008
	Iteration 6F: 3 clusters Score -1.495668e+07 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105491 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -14966187.000000 Penalty: 3827.833008
	Iteration 7F: 3 clusters Score -1.496619e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116637 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -14976020.000000 Penalty: 3827.833008
	Iteration 8F: 3 clusters Score -1.497602e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124444 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -14982359.000000 Penalty: 3827.833008
	Iteration 9F: 3 clusters Score -1.498236e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128194 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -14985361.000000 Penalty: 3827.833008
	Iteration 10Q: 3 clusters Score -1.498536e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -14986425.000000 Penalty: 3827.833008
	Iteration 11Q: 3 clusters Score -1.498642e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129952 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14986776.000000 Penalty: 3827.833008
	Iteration 12Q: 3 clusters Score -1.498678e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130075 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -14986926.000000 Penalty: 3827.833008
	Iteration 13Q: 3 clusters Score -1.498693e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130122 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14986978.000000 Penalty: 3827.833008
	Iteration 14Q: 3 clusters Score -1.498698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130146 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14987003.000000 Penalty: 3827.833008
	Iteration 15Q: 3 clusters Score -1.4987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14987039.000000 Penalty: 3827.833008
	Iteration 16Q: 3 clusters Score -1.498704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130160 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14987056.000000 Penalty: 3827.833008
	Iteration 17Q: 3 clusters Score -1.498706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14987049.000000 Penalty: 3827.833008
	Iteration 18Q: 3 clusters Score -1.498705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130167 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14987054.000000 Penalty: 3827.833008
	Iteration 19Q: 3 clusters Score -1.498705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14987059.000000 Penalty: 3827.833008
	Iteration 20F: 3 clusters Score -1.498706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130172 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14987073.000000 Penalty: 3827.833008
	Iteration 21Q: 3 clusters Score -1.498707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14987070.000000 Penalty: 3827.833008
	Iteration 22Q: 3 clusters Score -1.498707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14987068.000000 Penalty: 3827.833008
	Iteration 23Q: 3 clusters Score -1.498707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14987068.000000 Penalty: 3827.833008
	Iteration 24F: 3 clusters Score -1.498707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -14353.781250 Penalty: 856.862488
	Iteration 0F: 2 clusters Score -14353.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13796.427734 Penalty: 1713.724976
	Iteration 0F: 3 clusters Score -13796.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14014.073242 Penalty: 1713.724976
	Iteration 1F: 3 clusters Score -14014.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14063.007812 Penalty: 1713.724976
	Iteration 2F: 3 clusters Score -14063.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14101.156250 Penalty: 1713.724976
	Iteration 3Q: 3 clusters Score -14101.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14106.000000 Penalty: 1713.724976
	Iteration 4Q: 3 clusters Score -14106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14109.920898 Penalty: 1713.724976
	Iteration 5Q: 3 clusters Score -14109.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14112.036133 Penalty: 1713.724976
	Iteration 6Q: 3 clusters Score -14112.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14116.041992 Penalty: 1713.724976
	Iteration 7Q: 3 clusters Score -14116.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14168.167969 Penalty: 1713.724976
	Iteration 8Q: 3 clusters Score -14168.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14216.673828 Penalty: 1713.724976
	Iteration 9Q: 3 clusters Score -14216.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14250.634766 Penalty: 1713.724976
	Iteration 10Q: 3 clusters Score -14250.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14310.737305 Penalty: 1713.724976
	Iteration 11Q: 3 clusters Score -14310.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14356.273438 Penalty: 1713.724976
	Iteration 12Q: 3 clusters Score -14356.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14452.316406 Penalty: 1713.724976
	Iteration 13Q: 3 clusters Score -14452.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14488.189453 Penalty: 1713.724976
	Iteration 14Q: 3 clusters Score -14488.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14546.715820 Penalty: 1713.724976
	Iteration 15Q: 3 clusters Score -14546.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14552.101562 Penalty: 1713.724976
	Iteration 16F: 3 clusters Score -14552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14556.345703 Penalty: 1713.724976
	Iteration 17Q: 3 clusters Score -14556.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14556.345703 Penalty: 1713.724976
	Iteration 18F: 3 clusters Score -14556.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 113110 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 34277 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 5656 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 89030 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 130346 members 
Mstep: Class 12 contains 67 members 
Mstep: Class 13 contains 64861 members 
Mstep: Class 14 contains 14252 members 
Mstep: Class 15 contains 28548 members 
Mstep: Class 16 contains 56526 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 83826 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 82642 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11577 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 128 members 
Entering Unmasked Estep 
Score: -86208808.000000 Penalty: 57207.613281
Splitting cluster 12 changes total score from -86210032.000000 to -86208808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (64861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Entering Unmasked Estep 
Score: -7552504.000000 Penalty: 1800.500244
	Iteration 0F: 2 clusters Score -7552504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -7509505.500000 Penalty: 3601.000488
	Iteration 0F: 3 clusters Score -7509506 nChanged 30602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -7526948.000000 Penalty: 3601.000488
	Iteration 1F: 3 clusters Score -7526948 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -7527529.000000 Penalty: 3601.000488
	Iteration 2Q: 3 clusters Score -7527529 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -7528246.000000 Penalty: 3601.000488
	Iteration 3Q: 3 clusters Score -7528246 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -7529236.000000 Penalty: 3601.000488
	Iteration 4Q: 3 clusters Score -7529236 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -7530582.000000 Penalty: 3601.000488
	Iteration 5Q: 3 clusters Score -7530582 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -7532585.500000 Penalty: 3601.000488
	Iteration 6F: 3 clusters Score -7532586 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -7535250.000000 Penalty: 3601.000488
	Iteration 7F: 3 clusters Score -7535250 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -7538243.500000 Penalty: 3601.000488
	Iteration 8F: 3 clusters Score -7538244 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -7540680.500000 Penalty: 3601.000488
	Iteration 9F: 3 clusters Score -7540680 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -7542214.000000 Penalty: 3601.000488
	Iteration 10Q: 3 clusters Score -7542214 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -7543251.000000 Penalty: 3601.000488
	Iteration 11Q: 3 clusters Score -7543251 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -7543932.000000 Penalty: 3601.000488
	Iteration 12Q: 3 clusters Score -7543932 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -7544566.500000 Penalty: 3601.000488
	Iteration 13Q: 3 clusters Score -7544566 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -7545181.000000 Penalty: 3601.000488
	Iteration 14Q: 3 clusters Score -7545181 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -7545852.500000 Penalty: 3601.000488
	Iteration 15Q: 3 clusters Score -7545852 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -7546549.500000 Penalty: 3601.000488
	Iteration 16Q: 3 clusters Score -7546550 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -7547237.000000 Penalty: 3601.000488
	Iteration 17Q: 3 clusters Score -7547237 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -7547935.000000 Penalty: 3601.000488
	Iteration 18Q: 3 clusters Score -7547935 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -7548711.500000 Penalty: 3601.000488
	Iteration 19Q: 3 clusters Score -7548712 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -7549443.000000 Penalty: 3601.000488
	Iteration 20F: 3 clusters Score -7549443 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -7550120.500000 Penalty: 3601.000488
	Iteration 21Q: 3 clusters Score -7550120 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -7550581.000000 Penalty: 3601.000488
	Iteration 22Q: 3 clusters Score -7550581 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -7550841.000000 Penalty: 3601.000488
	Iteration 23Q: 3 clusters Score -7550841 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -7551028.000000 Penalty: 3601.000488
	Iteration 24Q: 3 clusters Score -7551028 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7551123.500000 Penalty: 3601.000488
	Iteration 25Q: 3 clusters Score -7551124 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -7551250.000000 Penalty: 3601.000488
	Iteration 26Q: 3 clusters Score -7551250 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7551327.000000 Penalty: 3601.000488
	Iteration 27Q: 3 clusters Score -7551327 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7551386.000000 Penalty: 3601.000488
	Iteration 28Q: 3 clusters Score -7551386 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7551457.000000 Penalty: 3601.000488
	Iteration 29Q: 3 clusters Score -7551457 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7551494.000000 Penalty: 3601.000488
	Iteration 30Q: 3 clusters Score -7551494 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7551490.500000 Penalty: 3601.000488
	Iteration 31Q: 3 clusters Score -7551490 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7551537.000000 Penalty: 3601.000488
	Iteration 32Q: 3 clusters Score -7551537 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7551539.500000 Penalty: 3601.000488
	Iteration 33Q: 3 clusters Score -7551540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7551562.500000 Penalty: 3601.000488
	Iteration 34Q: 3 clusters Score -7551562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -7551559.000000 Penalty: 3601.000488
	Iteration 35Q: 3 clusters Score -7551559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62906 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7551559.000000 Penalty: 3601.000488
	Iteration 36Q: 3 clusters Score -7551559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7551563.000000 Penalty: 3601.000488
	Iteration 37Q: 3 clusters Score -7551563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7551560.500000 Penalty: 3601.000488
	Iteration 38Q: 3 clusters Score -7551560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7551557.500000 Penalty: 3601.000488
	Iteration 39Q: 3 clusters Score -7551558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7551562.500000 Penalty: 3601.000488
	Iteration 40F: 3 clusters Score -7551562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7551559.000000 Penalty: 3601.000488
	Iteration 41Q: 3 clusters Score -7551559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7551565.500000 Penalty: 3601.000488
	Iteration 42Q: 3 clusters Score -7551566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7551566.500000 Penalty: 3601.000488
	Iteration 43Q: 3 clusters Score -7551566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7551569.000000 Penalty: 3601.000488
	Iteration 44Q: 3 clusters Score -7551569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7551576.000000 Penalty: 3601.000488
	Iteration 45Q: 3 clusters Score -7551576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7551576.000000 Penalty: 3601.000488
	Iteration 46Q: 3 clusters Score -7551576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7551578.500000 Penalty: 3601.000488
	Iteration 47Q: 3 clusters Score -7551578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7551585.500000 Penalty: 3601.000488
	Iteration 48Q: 3 clusters Score -7551586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7551590.500000 Penalty: 3601.000488
	Iteration 49Q: 3 clusters Score -7551590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7551584.000000 Penalty: 3601.000488
	Iteration 50Q: 3 clusters Score -7551584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7551583.000000 Penalty: 3601.000488
	Iteration 51Q: 3 clusters Score -7551583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7551595.500000 Penalty: 3601.000488
	Iteration 52Q: 3 clusters Score -7551596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7551592.000000 Penalty: 3601.000488
	Iteration 53Q: 3 clusters Score -7551592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7551592.500000 Penalty: 3601.000488
	Iteration 54Q: 3 clusters Score -7551592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7551594.500000 Penalty: 3601.000488
	Iteration 55Q: 3 clusters Score -7551594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7551589.000000 Penalty: 3601.000488
	Iteration 56Q: 3 clusters Score -7551589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7551594.500000 Penalty: 3601.000488
	Iteration 57Q: 3 clusters Score -7551594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7551600.000000 Penalty: 3601.000488
	Iteration 58Q: 3 clusters Score -7551600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7551598.500000 Penalty: 3601.000488
	Iteration 59Q: 3 clusters Score -7551598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7551601.000000 Penalty: 3601.000488
	Iteration 60F: 3 clusters Score -7551601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7551595.500000 Penalty: 3601.000488
	Iteration 61Q: 3 clusters Score -7551596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7551597.500000 Penalty: 3601.000488
	Iteration 62Q: 3 clusters Score -7551598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7551595.500000 Penalty: 3601.000488
	Iteration 63Q: 3 clusters Score -7551596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7551599.000000 Penalty: 3601.000488
	Iteration 64Q: 3 clusters Score -7551599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7551599.000000 Penalty: 3601.000488
	Iteration 65F: 3 clusters Score -7551599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Entering Unmasked Estep 
Score: -1657775.375000 Penalty: 1554.255981
	Iteration 0F: 2 clusters Score -1657775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1647839.625000 Penalty: 3108.511963
	Iteration 0F: 3 clusters Score -1647840 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1651296.500000 Penalty: 3108.511963
	Iteration 1F: 3 clusters Score -1651296 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1651728.125000 Penalty: 3108.511963
	Iteration 2F: 3 clusters Score -1651728 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1652294.750000 Penalty: 3108.511963
	Iteration 3F: 3 clusters Score -1652295 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1652900.125000 Penalty: 3108.511963
	Iteration 4F: 3 clusters Score -1652900 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1653558.500000 Penalty: 3108.511963
	Iteration 5F: 3 clusters Score -1653558 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1654297.625000 Penalty: 3108.511963
	Iteration 6F: 3 clusters Score -1654298 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1655033.625000 Penalty: 3108.511963
	Iteration 7F: 3 clusters Score -1655034 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1655704.750000 Penalty: 3108.511963
	Iteration 8F: 3 clusters Score -1655705 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1656166.250000 Penalty: 3108.511963
	Iteration 9Q: 3 clusters Score -1656166 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1656459.500000 Penalty: 3108.511963
	Iteration 10Q: 3 clusters Score -1656460 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1656610.625000 Penalty: 3108.511963
	Iteration 11Q: 3 clusters Score -1656611 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1656689.250000 Penalty: 3108.511963
	Iteration 12Q: 3 clusters Score -1656689 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1656748.500000 Penalty: 3108.511963
	Iteration 13Q: 3 clusters Score -1656748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1656787.000000 Penalty: 3108.511963
	Iteration 14Q: 3 clusters Score -1656787 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1656816.500000 Penalty: 3108.511963
	Iteration 15Q: 3 clusters Score -1656816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1656838.000000 Penalty: 3108.511963
	Iteration 16Q: 3 clusters Score -1656838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1656873.000000 Penalty: 3108.511963
	Iteration 17Q: 3 clusters Score -1656873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1656894.250000 Penalty: 3108.511963
	Iteration 18Q: 3 clusters Score -1656894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1656924.000000 Penalty: 3108.511963
	Iteration 19Q: 3 clusters Score -1656924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1656945.375000 Penalty: 3108.511963
	Iteration 20F: 3 clusters Score -1656945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1656961.875000 Penalty: 3108.511963
	Iteration 21Q: 3 clusters Score -1656962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1656979.750000 Penalty: 3108.511963
	Iteration 22Q: 3 clusters Score -1656980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1656992.125000 Penalty: 3108.511963
	Iteration 23Q: 3 clusters Score -1656992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1657013.375000 Penalty: 3108.511963
	Iteration 24Q: 3 clusters Score -1657013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1657029.875000 Penalty: 3108.511963
	Iteration 25Q: 3 clusters Score -1657030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1657042.000000 Penalty: 3108.511963
	Iteration 26Q: 3 clusters Score -1657042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1657046.625000 Penalty: 3108.511963
	Iteration 27Q: 3 clusters Score -1657047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1657053.875000 Penalty: 3108.511963
	Iteration 28Q: 3 clusters Score -1657054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1657058.750000 Penalty: 3108.511963
	Iteration 29Q: 3 clusters Score -1657059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1657072.875000 Penalty: 3108.511963
	Iteration 30Q: 3 clusters Score -1657073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1657077.500000 Penalty: 3108.511963
	Iteration 31Q: 3 clusters Score -1657078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1657085.500000 Penalty: 3108.511963
	Iteration 32Q: 3 clusters Score -1657086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1657084.500000 Penalty: 3108.511963
	Iteration 33Q: 3 clusters Score -1657084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1657084.375000 Penalty: 3108.511963
	Iteration 34Q: 3 clusters Score -1657084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1657089.750000 Penalty: 3108.511963
	Iteration 35Q: 3 clusters Score -1657090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1657091.500000 Penalty: 3108.511963
	Iteration 36Q: 3 clusters Score -1657092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1657093.250000 Penalty: 3108.511963
	Iteration 37Q: 3 clusters Score -1657093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1657093.875000 Penalty: 3108.511963
	Iteration 38Q: 3 clusters Score -1657094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1657095.625000 Penalty: 3108.511963
	Iteration 39Q: 3 clusters Score -1657096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1657096.500000 Penalty: 3108.511963
	Iteration 40F: 3 clusters Score -1657096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1657097.125000 Penalty: 3108.511963
	Iteration 41Q: 3 clusters Score -1657097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1657096.375000 Penalty: 3108.511963
	Iteration 42Q: 3 clusters Score -1657096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1657095.750000 Penalty: 3108.511963
	Iteration 43Q: 3 clusters Score -1657096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1657095.750000 Penalty: 3108.511963
	Iteration 44F: 3 clusters Score -1657096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Entering Unmasked Estep 
Score: -3191815.750000 Penalty: 1667.143066
	Iteration 0F: 2 clusters Score -3191816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3172537.750000 Penalty: 3334.286133
	Iteration 0F: 3 clusters Score -3172538 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3179730.000000 Penalty: 3334.286133
	Iteration 1F: 3 clusters Score -3179730 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3180213.500000 Penalty: 3334.286133
	Iteration 2Q: 3 clusters Score -3180214 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3180820.250000 Penalty: 3334.286133
	Iteration 3Q: 3 clusters Score -3180820 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3181693.000000 Penalty: 3334.286133
	Iteration 4F: 3 clusters Score -3181693 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3182836.500000 Penalty: 3334.286133
	Iteration 5F: 3 clusters Score -3182836 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3184274.000000 Penalty: 3334.286133
	Iteration 6F: 3 clusters Score -3184274 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3185757.500000 Penalty: 3334.286133
	Iteration 7F: 3 clusters Score -3185758 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3186949.000000 Penalty: 3334.286133
	Iteration 8F: 3 clusters Score -3186949 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3187987.250000 Penalty: 3334.286133
	Iteration 9Q: 3 clusters Score -3187987 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3189021.000000 Penalty: 3334.286133
	Iteration 10Q: 3 clusters Score -3189021 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3189678.000000 Penalty: 3334.286133
	Iteration 11Q: 3 clusters Score -3189678 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3189934.750000 Penalty: 3334.286133
	Iteration 12Q: 3 clusters Score -3189935 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3190043.250000 Penalty: 3334.286133
	Iteration 13Q: 3 clusters Score -3190043 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3190118.500000 Penalty: 3334.286133
	Iteration 14Q: 3 clusters Score -3190118 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -3190175.750000 Penalty: 3334.286133
	Iteration 15Q: 3 clusters Score -3190176 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3190218.000000 Penalty: 3334.286133
	Iteration 16Q: 3 clusters Score -3190218 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3190263.500000 Penalty: 3334.286133
	Iteration 17Q: 3 clusters Score -3190264 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3190275.750000 Penalty: 3334.286133
	Iteration 18Q: 3 clusters Score -3190276 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3190309.000000 Penalty: 3334.286133
	Iteration 19Q: 3 clusters Score -3190309 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3190328.250000 Penalty: 3334.286133
	Iteration 20F: 3 clusters Score -3190328 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3190357.750000 Penalty: 3334.286133
	Iteration 21Q: 3 clusters Score -3190358 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3190378.750000 Penalty: 3334.286133
	Iteration 22Q: 3 clusters Score -3190379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3190412.250000 Penalty: 3334.286133
	Iteration 23Q: 3 clusters Score -3190412 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3190439.250000 Penalty: 3334.286133
	Iteration 24Q: 3 clusters Score -3190439 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3190455.000000 Penalty: 3334.286133
	Iteration 25Q: 3 clusters Score -3190455 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3190459.750000 Penalty: 3334.286133
	Iteration 26Q: 3 clusters Score -3190460 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3190472.250000 Penalty: 3334.286133
	Iteration 27Q: 3 clusters Score -3190472 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3190487.000000 Penalty: 3334.286133
	Iteration 28Q: 3 clusters Score -3190487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3190498.500000 Penalty: 3334.286133
	Iteration 29Q: 3 clusters Score -3190498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3190507.250000 Penalty: 3334.286133
	Iteration 30Q: 3 clusters Score -3190507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3190514.000000 Penalty: 3334.286133
	Iteration 31Q: 3 clusters Score -3190514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3190515.500000 Penalty: 3334.286133
	Iteration 32Q: 3 clusters Score -3190516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3190525.000000 Penalty: 3334.286133
	Iteration 33Q: 3 clusters Score -3190525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3190537.750000 Penalty: 3334.286133
	Iteration 34Q: 3 clusters Score -3190538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3190547.500000 Penalty: 3334.286133
	Iteration 35Q: 3 clusters Score -3190548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3190560.250000 Penalty: 3334.286133
	Iteration 36Q: 3 clusters Score -3190560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3190563.750000 Penalty: 3334.286133
	Iteration 37Q: 3 clusters Score -3190564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3190562.500000 Penalty: 3334.286133
	Iteration 38Q: 3 clusters Score -3190562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3190571.250000 Penalty: 3334.286133
	Iteration 39Q: 3 clusters Score -3190571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3190567.250000 Penalty: 3334.286133
	Iteration 40F: 3 clusters Score -3190567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -3190570.000000 Penalty: 3334.286133
	Iteration 41Q: 3 clusters Score -3190570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3190578.250000 Penalty: 3334.286133
	Iteration 42Q: 3 clusters Score -3190578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3190582.000000 Penalty: 3334.286133
	Iteration 43Q: 3 clusters Score -3190582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3190580.250000 Penalty: 3334.286133
	Iteration 44Q: 3 clusters Score -3190580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3190583.500000 Penalty: 3334.286133
	Iteration 45Q: 3 clusters Score -3190584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3190590.500000 Penalty: 3334.286133
	Iteration 46Q: 3 clusters Score -3190590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3190593.250000 Penalty: 3334.286133
	Iteration 47Q: 3 clusters Score -3190593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3190594.750000 Penalty: 3334.286133
	Iteration 48Q: 3 clusters Score -3190595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3190586.750000 Penalty: 3334.286133
	Iteration 49Q: 3 clusters Score -3190587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3190590.750000 Penalty: 3334.286133
	Iteration 50Q: 3 clusters Score -3190591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3190595.750000 Penalty: 3334.286133
	Iteration 51Q: 3 clusters Score -3190596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3190599.750000 Penalty: 3334.286133
	Iteration 52Q: 3 clusters Score -3190600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3190600.000000 Penalty: 3334.286133
	Iteration 53Q: 3 clusters Score -3190600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3190602.500000 Penalty: 3334.286133
	Iteration 54Q: 3 clusters Score -3190602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3190605.250000 Penalty: 3334.286133
	Iteration 55Q: 3 clusters Score -3190605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3190606.000000 Penalty: 3334.286133
	Iteration 56Q: 3 clusters Score -3190606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3190602.000000 Penalty: 3334.286133
	Iteration 57Q: 3 clusters Score -3190602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3190606.500000 Penalty: 3334.286133
	Iteration 58Q: 3 clusters Score -3190606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3190605.750000 Penalty: 3334.286133
	Iteration 59Q: 3 clusters Score -3190606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3190605.500000 Penalty: 3334.286133
	Iteration 60F: 3 clusters Score -3190606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3190604.750000 Penalty: 3334.286133
	Iteration 61Q: 3 clusters Score -3190605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3190605.500000 Penalty: 3334.286133
	Iteration 62Q: 3 clusters Score -3190606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3190604.750000 Penalty: 3334.286133
	Iteration 63Q: 3 clusters Score -3190605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3190601.250000 Penalty: 3334.286133
	Iteration 64Q: 3 clusters Score -3190601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3190601.750000 Penalty: 3334.286133
	Iteration 65Q: 3 clusters Score -3190602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3190603.500000 Penalty: 3334.286133
	Iteration 66Q: 3 clusters Score -3190604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3190605.000000 Penalty: 3334.286133
	Iteration 67Q: 3 clusters Score -3190605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3190603.000000 Penalty: 3334.286133
	Iteration 68Q: 3 clusters Score -3190603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3190602.000000 Penalty: 3334.286133
	Iteration 69Q: 3 clusters Score -3190602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3190606.500000 Penalty: 3334.286133
	Iteration 70Q: 3 clusters Score -3190606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3190605.250000 Penalty: 3334.286133
	Iteration 71Q: 3 clusters Score -3190605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3190605.250000 Penalty: 3334.286133
	Iteration 72F: 3 clusters Score -3190605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Entering Unmasked Estep 
Score: -6667397.000000 Penalty: 1778.149170
	Iteration 0F: 2 clusters Score -6667397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -6629650.500000 Penalty: 3556.298340
	Iteration 0F: 3 clusters Score -6629650 nChanged 26518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -6644444.000000 Penalty: 3556.298340
	Iteration 1F: 3 clusters Score -6644444 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -6644805.000000 Penalty: 3556.298340
	Iteration 2Q: 3 clusters Score -6644805 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -6645275.000000 Penalty: 3556.298340
	Iteration 3Q: 3 clusters Score -6645275 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -6645841.500000 Penalty: 3556.298340
	Iteration 4Q: 3 clusters Score -6645842 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -6646785.000000 Penalty: 3556.298340
	Iteration 5Q: 3 clusters Score -6646785 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -6648381.500000 Penalty: 3556.298340
	Iteration 6F: 3 clusters Score -6648382 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -6651151.500000 Penalty: 3556.298340
	Iteration 7F: 3 clusters Score -6651152 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -6655351.000000 Penalty: 3556.298340
	Iteration 8F: 3 clusters Score -6655351 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -6660153.000000 Penalty: 3556.298340
	Iteration 9F: 3 clusters Score -6660153 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6663527.000000 Penalty: 3556.298340
	Iteration 10F: 3 clusters Score -6663527 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6665053.000000 Penalty: 3556.298340
	Iteration 11Q: 3 clusters Score -6665053 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6665528.500000 Penalty: 3556.298340
	Iteration 12Q: 3 clusters Score -6665528 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6665708.000000 Penalty: 3556.298340
	Iteration 13Q: 3 clusters Score -6665708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6665766.500000 Penalty: 3556.298340
	Iteration 14Q: 3 clusters Score -6665766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6665781.500000 Penalty: 3556.298340
	Iteration 15Q: 3 clusters Score -6665782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6665807.000000 Penalty: 3556.298340
	Iteration 16Q: 3 clusters Score -6665807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6665818.500000 Penalty: 3556.298340
	Iteration 17Q: 3 clusters Score -6665818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6665834.500000 Penalty: 3556.298340
	Iteration 18Q: 3 clusters Score -6665834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6665842.500000 Penalty: 3556.298340
	Iteration 19Q: 3 clusters Score -6665842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6665842.000000 Penalty: 3556.298340
	Iteration 20F: 3 clusters Score -6665842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6665843.500000 Penalty: 3556.298340
	Iteration 21Q: 3 clusters Score -6665844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6665843.000000 Penalty: 3556.298340
	Iteration 22Q: 3 clusters Score -6665843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6665847.000000 Penalty: 3556.298340
	Iteration 23Q: 3 clusters Score -6665847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6665845.000000 Penalty: 3556.298340
	Iteration 24Q: 3 clusters Score -6665845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6665847.000000 Penalty: 3556.298340
	Iteration 25Q: 3 clusters Score -6665847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6665847.000000 Penalty: 3556.298340
	Iteration 26F: 3 clusters Score -6665847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -40699.496094 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -40699.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39732.019531 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -39732.02 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39879.292969 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -39879.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39910.003906 Penalty: 1949.654419
	Iteration 2Q: 3 clusters Score -39910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39920.660156 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -39920.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39929.707031 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -39929.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39934.261719 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -39934.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39938.347656 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -39938.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39938.347656 Penalty: 1949.654419
	Iteration 7F: 3 clusters Score -39938.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -217934.875000 Penalty: 1235.146606
	Iteration 0F: 2 clusters Score -217934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215828.546875 Penalty: 2470.293213
	Iteration 0F: 3 clusters Score -215828.5 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -216344.937500 Penalty: 2470.293213
	Iteration 1F: 3 clusters Score -216344.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -216582.312500 Penalty: 2470.293213
	Iteration 2F: 3 clusters Score -216582.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -216906.312500 Penalty: 2470.293213
	Iteration 3F: 3 clusters Score -216906.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -217194.296875 Penalty: 2470.293213
	Iteration 4F: 3 clusters Score -217194.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -217402.171875 Penalty: 2470.293213
	Iteration 5F: 3 clusters Score -217402.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -217518.562500 Penalty: 2470.293213
	Iteration 6F: 3 clusters Score -217518.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -217583.390625 Penalty: 2470.293213
	Iteration 7Q: 3 clusters Score -217583.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -217615.640625 Penalty: 2470.293213
	Iteration 8Q: 3 clusters Score -217615.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -217638.234375 Penalty: 2470.293213
	Iteration 9Q: 3 clusters Score -217638.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -217657.421875 Penalty: 2470.293213
	Iteration 10Q: 3 clusters Score -217657.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -217664.109375 Penalty: 2470.293213
	Iteration 11Q: 3 clusters Score -217664.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -217670.484375 Penalty: 2470.293213
	Iteration 12Q: 3 clusters Score -217670.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -217673.671875 Penalty: 2470.293213
	Iteration 13Q: 3 clusters Score -217673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -217673.859375 Penalty: 2470.293213
	Iteration 14Q: 3 clusters Score -217673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -217673.968750 Penalty: 2470.293213
	Iteration 15Q: 3 clusters Score -217674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -217674.828125 Penalty: 2470.293213
	Iteration 16Q: 3 clusters Score -217674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -217675.156250 Penalty: 2470.293213
	Iteration 17Q: 3 clusters Score -217675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -217675.156250 Penalty: 2470.293213
	Iteration 18F: 3 clusters Score -217675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Entering Unmasked Estep 
Score: -9823879.000000 Penalty: 1842.180908
	Iteration 0F: 2 clusters Score -9823879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -9769005.000000 Penalty: 3684.361816
	Iteration 0F: 3 clusters Score -9769005 nChanged 39787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -9791806.000000 Penalty: 3684.361816
	Iteration 1F: 3 clusters Score -9791806 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -9792437.000000 Penalty: 3684.361816
	Iteration 2Q: 3 clusters Score -9792437 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -9793232.000000 Penalty: 3684.361816
	Iteration 3Q: 3 clusters Score -9793232 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -9794621.000000 Penalty: 3684.361816
	Iteration 4Q: 3 clusters Score -9794621 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -9797113.000000 Penalty: 3684.361816
	Iteration 5F: 3 clusters Score -9797113 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -9801040.000000 Penalty: 3684.361816
	Iteration 6F: 3 clusters Score -9801040 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -9806375.000000 Penalty: 3684.361816
	Iteration 7F: 3 clusters Score -9806375 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -9811408.000000 Penalty: 3684.361816
	Iteration 8F: 3 clusters Score -9811408 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -9815106.000000 Penalty: 3684.361816
	Iteration 9F: 3 clusters Score -9815106 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -9817535.000000 Penalty: 3684.361816
	Iteration 10Q: 3 clusters Score -9817535 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -9819006.000000 Penalty: 3684.361816
	Iteration 11Q: 3 clusters Score -9819006 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -9819969.000000 Penalty: 3684.361816
	Iteration 12Q: 3 clusters Score -9819969 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -9820555.000000 Penalty: 3684.361816
	Iteration 13Q: 3 clusters Score -9820555 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -9821016.000000 Penalty: 3684.361816
	Iteration 14Q: 3 clusters Score -9821016 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81572 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9821387.000000 Penalty: 3684.361816
	Iteration 15Q: 3 clusters Score -9821387 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82018 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9821600.000000 Penalty: 3684.361816
	Iteration 16Q: 3 clusters Score -9821600 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9821732.000000 Penalty: 3684.361816
	Iteration 17Q: 3 clusters Score -9821732 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9821862.000000 Penalty: 3684.361816
	Iteration 18Q: 3 clusters Score -9821862 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9821955.000000 Penalty: 3684.361816
	Iteration 19Q: 3 clusters Score -9821955 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9822063.000000 Penalty: 3684.361816
	Iteration 20F: 3 clusters Score -9822063 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9822125.000000 Penalty: 3684.361816
	Iteration 21Q: 3 clusters Score -9822125 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9822161.000000 Penalty: 3684.361816
	Iteration 22Q: 3 clusters Score -9822161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9822202.000000 Penalty: 3684.361816
	Iteration 23Q: 3 clusters Score -9822202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9822218.000000 Penalty: 3684.361816
	Iteration 24Q: 3 clusters Score -9822218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9822232.000000 Penalty: 3684.361816
	Iteration 25Q: 3 clusters Score -9822232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9822252.000000 Penalty: 3684.361816
	Iteration 26Q: 3 clusters Score -9822252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9822264.000000 Penalty: 3684.361816
	Iteration 27Q: 3 clusters Score -9822264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9822288.000000 Penalty: 3684.361816
	Iteration 28Q: 3 clusters Score -9822288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9822287.000000 Penalty: 3684.361816
	Iteration 29Q: 3 clusters Score -9822287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9822301.000000 Penalty: 3684.361816
	Iteration 30Q: 3 clusters Score -9822301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9822305.000000 Penalty: 3684.361816
	Iteration 31Q: 3 clusters Score -9822305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9822312.000000 Penalty: 3684.361816
	Iteration 32Q: 3 clusters Score -9822312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83393 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9822301.000000 Penalty: 3684.361816
	Iteration 33Q: 3 clusters Score -9822301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9822300.000000 Penalty: 3684.361816
	Iteration 34Q: 3 clusters Score -9822300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9822305.000000 Penalty: 3684.361816
	Iteration 35Q: 3 clusters Score -9822305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9822317.000000 Penalty: 3684.361816
	Iteration 36Q: 3 clusters Score -9822317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9822324.000000 Penalty: 3684.361816
	Iteration 37Q: 3 clusters Score -9822324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9822327.000000 Penalty: 3684.361816
	Iteration 38Q: 3 clusters Score -9822327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9822323.000000 Penalty: 3684.361816
	Iteration 39Q: 3 clusters Score -9822323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9822319.000000 Penalty: 3684.361816
	Iteration 40F: 3 clusters Score -9822319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9822323.000000 Penalty: 3684.361816
	Iteration 41Q: 3 clusters Score -9822323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9822322.000000 Penalty: 3684.361816
	Iteration 42Q: 3 clusters Score -9822322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9822323.000000 Penalty: 3684.361816
	Iteration 43Q: 3 clusters Score -9822323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9822321.000000 Penalty: 3684.361816
	Iteration 44Q: 3 clusters Score -9822321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9822329.000000 Penalty: 3684.361816
	Iteration 45Q: 3 clusters Score -9822329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9822328.000000 Penalty: 3684.361816
	Iteration 46Q: 3 clusters Score -9822328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9822325.000000 Penalty: 3684.361816
	Iteration 47Q: 3 clusters Score -9822325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9822331.000000 Penalty: 3684.361816
	Iteration 48Q: 3 clusters Score -9822331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9822331.000000 Penalty: 3684.361816
	Iteration 49F: 3 clusters Score -9822331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -28344.207031 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -28344.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27508.248047 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -27508.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27622.570312 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -27622.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27654.652344 Penalty: 1833.619873
	Iteration 2Q: 3 clusters Score -27654.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27661.994141 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -27661.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27673.031250 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -27673.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27677.117188 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -27677.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27684.083984 Penalty: 1833.619873
	Iteration 6Q: 3 clusters Score -27684.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27688.738281 Penalty: 1833.619873
	Iteration 7Q: 3 clusters Score -27688.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27691.164062 Penalty: 1833.619873
	Iteration 8Q: 3 clusters Score -27691.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27691.164062 Penalty: 1833.619873
	Iteration 9F: 3 clusters Score -27691.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -632897.937500 Penalty: 1400.797241
	Iteration 0F: 2 clusters Score -632897.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -628597.500000 Penalty: 2801.594482
	Iteration 0F: 3 clusters Score -628597.5 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -629769.062500 Penalty: 2801.594482
	Iteration 1F: 3 clusters Score -629769.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -629948.687500 Penalty: 2801.594482
	Iteration 2F: 3 clusters Score -629948.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -630078.875000 Penalty: 2801.594482
	Iteration 3F: 3 clusters Score -630078.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -630163.312500 Penalty: 2801.594482
	Iteration 4Q: 3 clusters Score -630163.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -630229.000000 Penalty: 2801.594482
	Iteration 5Q: 3 clusters Score -630229 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -630286.250000 Penalty: 2801.594482
	Iteration 6Q: 3 clusters Score -630286.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -630337.937500 Penalty: 2801.594482
	Iteration 7Q: 3 clusters Score -630337.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -630401.500000 Penalty: 2801.594482
	Iteration 8Q: 3 clusters Score -630401.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -630482.812500 Penalty: 2801.594482
	Iteration 9Q: 3 clusters Score -630482.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -630594.812500 Penalty: 2801.594482
	Iteration 10Q: 3 clusters Score -630594.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -630809.750000 Penalty: 2801.594482
	Iteration 11Q: 3 clusters Score -630809.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -631127.000000 Penalty: 2801.594482
	Iteration 12Q: 3 clusters Score -631127 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -631594.562500 Penalty: 2801.594482
	Iteration 13F: 3 clusters Score -631594.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -632068.812500 Penalty: 2801.594482
	Iteration 14F: 3 clusters Score -632068.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -632399.625000 Penalty: 2801.594482
	Iteration 15F: 3 clusters Score -632399.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -632651.000000 Penalty: 2801.594482
	Iteration 16Q: 3 clusters Score -632651 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -632828.000000 Penalty: 2801.594482
	Iteration 17Q: 3 clusters Score -632828 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -632928.062500 Penalty: 2801.594482
	Iteration 18Q: 3 clusters Score -632928.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -633003.875000 Penalty: 2801.594482
	Iteration 19Q: 3 clusters Score -633003.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -633062.437500 Penalty: 2801.594482
	Iteration 20F: 3 clusters Score -633062.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -633098.500000 Penalty: 2801.594482
	Iteration 21Q: 3 clusters Score -633098.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -633123.500000 Penalty: 2801.594482
	Iteration 22Q: 3 clusters Score -633123.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -633143.000000 Penalty: 2801.594482
	Iteration 23Q: 3 clusters Score -633143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -633160.062500 Penalty: 2801.594482
	Iteration 24Q: 3 clusters Score -633160.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -633172.437500 Penalty: 2801.594482
	Iteration 25Q: 3 clusters Score -633172.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -633180.312500 Penalty: 2801.594482
	Iteration 26Q: 3 clusters Score -633180.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -633183.750000 Penalty: 2801.594482
	Iteration 27Q: 3 clusters Score -633183.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -633190.312500 Penalty: 2801.594482
	Iteration 28Q: 3 clusters Score -633190.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -633195.187500 Penalty: 2801.594482
	Iteration 29Q: 3 clusters Score -633195.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -633197.750000 Penalty: 2801.594482
	Iteration 30Q: 3 clusters Score -633197.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -633200.437500 Penalty: 2801.594482
	Iteration 31Q: 3 clusters Score -633200.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -633202.937500 Penalty: 2801.594482
	Iteration 32Q: 3 clusters Score -633202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -633203.937500 Penalty: 2801.594482
	Iteration 33Q: 3 clusters Score -633203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -633206.250000 Penalty: 2801.594482
	Iteration 34Q: 3 clusters Score -633206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -633207.000000 Penalty: 2801.594482
	Iteration 35Q: 3 clusters Score -633207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -633206.812500 Penalty: 2801.594482
	Iteration 36Q: 3 clusters Score -633206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -633206.000000 Penalty: 2801.594482
	Iteration 37Q: 3 clusters Score -633206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -633207.875000 Penalty: 2801.594482
	Iteration 38Q: 3 clusters Score -633207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -633208.125000 Penalty: 2801.594482
	Iteration 39Q: 3 clusters Score -633208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -633208.000000 Penalty: 2801.594482
	Iteration 40F: 3 clusters Score -633208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -633208.000000 Penalty: 2801.594482
	Iteration 41Q: 3 clusters Score -633208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -633207.750000 Penalty: 2801.594482
	Iteration 42Q: 3 clusters Score -633207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -633208.000000 Penalty: 2801.594482
	Iteration 43Q: 3 clusters Score -633208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -633207.375000 Penalty: 2801.594482
	Iteration 44Q: 3 clusters Score -633207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -633209.062500 Penalty: 2801.594482
	Iteration 45Q: 3 clusters Score -633209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -633208.250000 Penalty: 2801.594482
	Iteration 46Q: 3 clusters Score -633208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -633209.250000 Penalty: 2801.594482
	Iteration 47Q: 3 clusters Score -633209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -633209.937500 Penalty: 2801.594482
	Iteration 48Q: 3 clusters Score -633209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -633208.625000 Penalty: 2801.594482
	Iteration 49Q: 3 clusters Score -633208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -633209.000000 Penalty: 2801.594482
	Iteration 50Q: 3 clusters Score -633209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -633209.812500 Penalty: 2801.594482
	Iteration 51Q: 3 clusters Score -633209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -633209.812500 Penalty: 2801.594482
	Iteration 52F: 3 clusters Score -633209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 113110 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 34277 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 5656 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 89030 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 130346 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64861 members 
Mstep: Class 14 contains 14252 members 
Mstep: Class 15 contains 28548 members 
Mstep: Class 16 contains 56526 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 83826 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 2982 members 
Mstep: Class 22 contains 82642 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11577 members 
Mstep: Class 25 contains 5702 members 
Mstep: Class 26 contains 2561 members 
Entering Unmasked Estep 
Score: -86209408.000000 Penalty: 57207.613281
Splitting cluster 21 changes total score from -86210032.000000 to -86209408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (82642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Entering Unmasked Estep 
Score: -9569282.000000 Penalty: 1839.869385
	Iteration 0F: 2 clusters Score -9569282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -9514742.000000 Penalty: 3679.738770
	Iteration 0F: 3 clusters Score -9514742 nChanged 39276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -9537482.000000 Penalty: 3679.738770
	Iteration 1F: 3 clusters Score -9537482 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -9538415.000000 Penalty: 3679.738770
	Iteration 2Q: 3 clusters Score -9538415 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -9539703.000000 Penalty: 3679.738770
	Iteration 3Q: 3 clusters Score -9539703 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -9541487.000000 Penalty: 3679.738770
	Iteration 4Q: 3 clusters Score -9541487 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -9543956.000000 Penalty: 3679.738770
	Iteration 5F: 3 clusters Score -9543956 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -9547106.000000 Penalty: 3679.738770
	Iteration 6F: 3 clusters Score -9547106 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -9550898.000000 Penalty: 3679.738770
	Iteration 7F: 3 clusters Score -9550898 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -9554643.000000 Penalty: 3679.738770
	Iteration 8F: 3 clusters Score -9554643 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -9556952.000000 Penalty: 3679.738770
	Iteration 9F: 3 clusters Score -9556952 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -9557993.000000 Penalty: 3679.738770
	Iteration 10Q: 3 clusters Score -9557993 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -9558323.000000 Penalty: 3679.738770
	Iteration 11Q: 3 clusters Score -9558323 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -9558565.000000 Penalty: 3679.738770
	Iteration 12Q: 3 clusters Score -9558565 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -9558711.000000 Penalty: 3679.738770
	Iteration 13Q: 3 clusters Score -9558711 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -9558825.000000 Penalty: 3679.738770
	Iteration 14Q: 3 clusters Score -9558825 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -9558931.000000 Penalty: 3679.738770
	Iteration 15Q: 3 clusters Score -9558931 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -9559011.000000 Penalty: 3679.738770
	Iteration 16Q: 3 clusters Score -9559011 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -9559128.000000 Penalty: 3679.738770
	Iteration 17Q: 3 clusters Score -9559128 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -9559268.000000 Penalty: 3679.738770
	Iteration 18Q: 3 clusters Score -9559268 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -9559454.000000 Penalty: 3679.738770
	Iteration 19Q: 3 clusters Score -9559454 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -9559581.000000 Penalty: 3679.738770
	Iteration 20F: 3 clusters Score -9559581 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -9559640.000000 Penalty: 3679.738770
	Iteration 21Q: 3 clusters Score -9559640 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -9559722.000000 Penalty: 3679.738770
	Iteration 22Q: 3 clusters Score -9559722 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -9559915.000000 Penalty: 3679.738770
	Iteration 23Q: 3 clusters Score -9559915 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -9560042.000000 Penalty: 3679.738770
	Iteration 24Q: 3 clusters Score -9560042 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -9560173.000000 Penalty: 3679.738770
	Iteration 25Q: 3 clusters Score -9560173 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -9560259.000000 Penalty: 3679.738770
	Iteration 26Q: 3 clusters Score -9560259 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -9560449.000000 Penalty: 3679.738770
	Iteration 27Q: 3 clusters Score -9560449 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -9560589.000000 Penalty: 3679.738770
	Iteration 28Q: 3 clusters Score -9560589 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -9560767.000000 Penalty: 3679.738770
	Iteration 29Q: 3 clusters Score -9560767 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -9560867.000000 Penalty: 3679.738770
	Iteration 30Q: 3 clusters Score -9560867 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -9561037.000000 Penalty: 3679.738770
	Iteration 31Q: 3 clusters Score -9561037 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9561237 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9561371 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -9561509.000000 Penalty: 3679.738770
	Iteration 34Q: 3 clusters Score -9561509 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -9561617.000000 Penalty: 3679.738770
	Iteration 35Q: 3 clusters Score -9561617 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -9561787.000000 Penalty: 3679.738770
	Iteration 36Q: 3 clusters Score -9561787 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -9561902.000000 Penalty: 3679.738770
	Iteration 37Q: 3 clusters Score -9561902 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9562077 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -9562204.000000 Penalty: 3679.738770
	Iteration 39Q: 3 clusters Score -9562204 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -9562367.000000 Penalty: 3679.738770
	Iteration 40F: 3 clusters Score -9562367 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -9562517.000000 Penalty: 3679.738770
	Iteration 41Q: 3 clusters Score -9562517 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9562677 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59136 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -9562861.000000 Penalty: 3679.738770
	Iteration 43Q: 3 clusters Score -9562861 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -9563087.000000 Penalty: 3679.738770
	Iteration 44Q: 3 clusters Score -9563087 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -9563269.000000 Penalty: 3679.738770
	Iteration 45Q: 3 clusters Score -9563269 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -9563464.000000 Penalty: 3679.738770
	Iteration 46Q: 3 clusters Score -9563464 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -9563664.000000 Penalty: 3679.738770
	Iteration 47Q: 3 clusters Score -9563664 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -9563892.000000 Penalty: 3679.738770
	Iteration 48Q: 3 clusters Score -9563892 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -9564110.000000 Penalty: 3679.738770
	Iteration 49Q: 3 clusters Score -9564110 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -9564343.000000 Penalty: 3679.738770
	Iteration 50Q: 3 clusters Score -9564343 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -9564550.000000 Penalty: 3679.738770
	Iteration 51Q: 3 clusters Score -9564550 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -9564750.000000 Penalty: 3679.738770
	Iteration 52Q: 3 clusters Score -9564750 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -9564979.000000 Penalty: 3679.738770
	Iteration 53Q: 3 clusters Score -9564979 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -9565192.000000 Penalty: 3679.738770
	Iteration 54Q: 3 clusters Score -9565192 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -9565423.000000 Penalty: 3679.738770
	Iteration 55Q: 3 clusters Score -9565423 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71565 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -9565674.000000 Penalty: 3679.738770
	Iteration 56Q: 3 clusters Score -9565674 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -9565866.000000 Penalty: 3679.738770
	Iteration 57Q: 3 clusters Score -9565866 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -9566098.000000 Penalty: 3679.738770
	Iteration 58Q: 3 clusters Score -9566098 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -9566297.000000 Penalty: 3679.738770
	Iteration 59Q: 3 clusters Score -9566297 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -9566439.000000 Penalty: 3679.738770
	Iteration 60F: 3 clusters Score -9566439 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9566563 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9566704 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9566862 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9566971 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9567063 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -9567164.000000 Penalty: 3679.738770
	Iteration 66Q: 3 clusters Score -9567164 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -9567252.000000 Penalty: 3679.738770
	Iteration 67Q: 3 clusters Score -9567252 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -9567327.000000 Penalty: 3679.738770
	Iteration 68Q: 3 clusters Score -9567327 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -9567418.000000 Penalty: 3679.738770
	Iteration 69Q: 3 clusters Score -9567418 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -9567407.000000 Penalty: 3679.738770
	Iteration 70Q: 3 clusters Score -9567407 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -9567455.000000 Penalty: 3679.738770
	Iteration 71Q: 3 clusters Score -9567455 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79500 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -9567514.000000 Penalty: 3679.738770
	Iteration 72Q: 3 clusters Score -9567514 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9567579.000000 Penalty: 3679.738770
	Iteration 73Q: 3 clusters Score -9567579 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9567579.000000 Penalty: 3679.738770
	Iteration 74Q: 3 clusters Score -9567579 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9567616.000000 Penalty: 3679.738770
	Iteration 75Q: 3 clusters Score -9567616 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -9567658.000000 Penalty: 3679.738770
	Iteration 76Q: 3 clusters Score -9567658 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9567664.000000 Penalty: 3679.738770
	Iteration 77Q: 3 clusters Score -9567664 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -9567683.000000 Penalty: 3679.738770
	Iteration 78Q: 3 clusters Score -9567683 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9567667.000000 Penalty: 3679.738770
	Iteration 79Q: 3 clusters Score -9567667 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9567707.000000 Penalty: 3679.738770
	Iteration 80F: 3 clusters Score -9567707 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9567707.000000 Penalty: 3679.738770
	Iteration 81Q: 3 clusters Score -9567707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9567728.000000 Penalty: 3679.738770
	Iteration 82Q: 3 clusters Score -9567728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80797 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9567740.000000 Penalty: 3679.738770
	Iteration 83Q: 3 clusters Score -9567740 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9567749.000000 Penalty: 3679.738770
	Iteration 84Q: 3 clusters Score -9567749 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9567790.000000 Penalty: 3679.738770
	Iteration 85Q: 3 clusters Score -9567790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80985 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9567804.000000 Penalty: 3679.738770
	Iteration 86Q: 3 clusters Score -9567804 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9567819.000000 Penalty: 3679.738770
	Iteration 87Q: 3 clusters Score -9567819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9567826.000000 Penalty: 3679.738770
	Iteration 88Q: 3 clusters Score -9567826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -9567824.000000 Penalty: 3679.738770
	Iteration 89Q: 3 clusters Score -9567824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -9567838.000000 Penalty: 3679.738770
	Iteration 90Q: 3 clusters Score -9567838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81197 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9567849.000000 Penalty: 3679.738770
	Iteration 91Q: 3 clusters Score -9567849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9567862.000000 Penalty: 3679.738770
	Iteration 92Q: 3 clusters Score -9567862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -9567872.000000 Penalty: 3679.738770
	Iteration 93Q: 3 clusters Score -9567872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9567875.000000 Penalty: 3679.738770
	Iteration 94Q: 3 clusters Score -9567875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9567885.000000 Penalty: 3679.738770
	Iteration 95Q: 3 clusters Score -9567885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9567915.000000 Penalty: 3679.738770
	Iteration 96Q: 3 clusters Score -9567915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9567910.000000 Penalty: 3679.738770
	Iteration 97Q: 3 clusters Score -9567910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9567926.000000 Penalty: 3679.738770
	Iteration 98Q: 3 clusters Score -9567926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9567926.000000 Penalty: 3679.738770
	Iteration 99Q: 3 clusters Score -9567926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81430 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9567926.000000 Penalty: 3679.738770
	Iteration 100F: 3 clusters Score -9567926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9567932.000000 Penalty: 3679.738770
	Iteration 101Q: 3 clusters Score -9567932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9567936.000000 Penalty: 3679.738770
	Iteration 102Q: 3 clusters Score -9567936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9567950.000000 Penalty: 3679.738770
	Iteration 103Q: 3 clusters Score -9567950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9567953.000000 Penalty: 3679.738770
	Iteration 104Q: 3 clusters Score -9567953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -9567952.000000 Penalty: 3679.738770
	Iteration 105Q: 3 clusters Score -9567952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81506 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9567973.000000 Penalty: 3679.738770
	Iteration 106Q: 3 clusters Score -9567973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9567964.000000 Penalty: 3679.738770
	Iteration 107Q: 3 clusters Score -9567964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9567963.000000 Penalty: 3679.738770
	Iteration 108Q: 3 clusters Score -9567963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81533 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9567969.000000 Penalty: 3679.738770
	Iteration 109Q: 3 clusters Score -9567969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9567971.000000 Penalty: 3679.738770
	Iteration 110Q: 3 clusters Score -9567971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9567970.000000 Penalty: 3679.738770
	Iteration 111Q: 3 clusters Score -9567970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9567969.000000 Penalty: 3679.738770
	Iteration 112Q: 3 clusters Score -9567969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9567967.000000 Penalty: 3679.738770
	Iteration 113Q: 3 clusters Score -9567967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9567968.000000 Penalty: 3679.738770
	Iteration 114Q: 3 clusters Score -9567968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9567964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9567964.000000 Penalty: 3679.738770
	Iteration 116F: 3 clusters Score -9567964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -112386.054688 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -112386.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -110971.023438 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -110971 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -111195.914062 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -111195.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -111255.906250 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -111255.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -111291.304688 Penalty: 2238.454590
	Iteration 3Q: 3 clusters Score -111291.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111305.335938 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -111305.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -111318.687500 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -111318.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -111324.062500 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -111324.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111330.671875 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -111330.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111334.328125 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -111334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111334.851562 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -111334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111336.835938 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -111336.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111337.859375 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -111337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -111339.304688 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -111339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -111341.367188 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -111341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -111342.632812 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -111342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -111342.875000 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -111342.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -111342.875000 Penalty: 2238.454590
	Iteration 16F: 3 clusters Score -111342.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Entering Unmasked Estep 
Score: -1325693.750000 Penalty: 1520.475952
	Iteration 0F: 2 clusters Score -1325694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1317530.250000 Penalty: 3040.951904
	Iteration 0F: 3 clusters Score -1317530 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1320168.875000 Penalty: 3040.951904
	Iteration 1F: 3 clusters Score -1320169 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1320423.000000 Penalty: 3040.951904
	Iteration 2F: 3 clusters Score -1320423 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1320630.375000 Penalty: 3040.951904
	Iteration 3Q: 3 clusters Score -1320630 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1320870.500000 Penalty: 3040.951904
	Iteration 4Q: 3 clusters Score -1320870 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1321122.125000 Penalty: 3040.951904
	Iteration 5Q: 3 clusters Score -1321122 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1321375.125000 Penalty: 3040.951904
	Iteration 6Q: 3 clusters Score -1321375 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1321630.250000 Penalty: 3040.951904
	Iteration 7Q: 3 clusters Score -1321630 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1321888.000000 Penalty: 3040.951904
	Iteration 8Q: 3 clusters Score -1321888 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1322136.500000 Penalty: 3040.951904
	Iteration 9Q: 3 clusters Score -1322136 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1322387.375000 Penalty: 3040.951904
	Iteration 10Q: 3 clusters Score -1322387 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1322661.875000 Penalty: 3040.951904
	Iteration 11Q: 3 clusters Score -1322662 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1322939.625000 Penalty: 3040.951904
	Iteration 12Q: 3 clusters Score -1322940 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1323194.750000 Penalty: 3040.951904
	Iteration 13Q: 3 clusters Score -1323195 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1323457.250000 Penalty: 3040.951904
	Iteration 14Q: 3 clusters Score -1323457 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1323731.375000 Penalty: 3040.951904
	Iteration 15Q: 3 clusters Score -1323731 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1323962.250000 Penalty: 3040.951904
	Iteration 16Q: 3 clusters Score -1323962 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1324140.250000 Penalty: 3040.951904
	Iteration 17Q: 3 clusters Score -1324140 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1324284.625000 Penalty: 3040.951904
	Iteration 18Q: 3 clusters Score -1324285 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1324379.875000 Penalty: 3040.951904
	Iteration 19Q: 3 clusters Score -1324380 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1324446.500000 Penalty: 3040.951904
	Iteration 20F: 3 clusters Score -1324446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1324485.625000 Penalty: 3040.951904
	Iteration 21Q: 3 clusters Score -1324486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1324517.500000 Penalty: 3040.951904
	Iteration 22Q: 3 clusters Score -1324518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1324530.625000 Penalty: 3040.951904
	Iteration 23Q: 3 clusters Score -1324531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1324551.250000 Penalty: 3040.951904
	Iteration 24Q: 3 clusters Score -1324551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1324566.000000 Penalty: 3040.951904
	Iteration 25Q: 3 clusters Score -1324566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1324581.000000 Penalty: 3040.951904
	Iteration 26Q: 3 clusters Score -1324581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1324590.625000 Penalty: 3040.951904
	Iteration 27Q: 3 clusters Score -1324591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1324591.250000 Penalty: 3040.951904
	Iteration 28Q: 3 clusters Score -1324591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1324595.875000 Penalty: 3040.951904
	Iteration 29Q: 3 clusters Score -1324596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1324595.875000 Penalty: 3040.951904
	Iteration 30F: 3 clusters Score -1324596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Entering Unmasked Estep 
Score: -606437.000000 Penalty: 1405.392944
	Iteration 0F: 2 clusters Score -606437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -602044.937500 Penalty: 2810.785889
	Iteration 0F: 3 clusters Score -602044.9 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -603422.937500 Penalty: 2810.785889
	Iteration 1F: 3 clusters Score -603422.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -603710.375000 Penalty: 2810.785889
	Iteration 2F: 3 clusters Score -603710.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -604008.250000 Penalty: 2810.785889
	Iteration 3F: 3 clusters Score -604008.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -604394.812500 Penalty: 2810.785889
	Iteration 4F: 3 clusters Score -604394.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -604815.750000 Penalty: 2810.785889
	Iteration 5F: 3 clusters Score -604815.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -605215.062500 Penalty: 2810.785889
	Iteration 6F: 3 clusters Score -605215.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -605454.687500 Penalty: 2810.785889
	Iteration 7F: 3 clusters Score -605454.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -605578.000000 Penalty: 2810.785889
	Iteration 8Q: 3 clusters Score -605578 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -605640.937500 Penalty: 2810.785889
	Iteration 9Q: 3 clusters Score -605640.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -605675.625000 Penalty: 2810.785889
	Iteration 10Q: 3 clusters Score -605675.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -605692.375000 Penalty: 2810.785889
	Iteration 11Q: 3 clusters Score -605692.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -605705.000000 Penalty: 2810.785889
	Iteration 12Q: 3 clusters Score -605705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -605715.687500 Penalty: 2810.785889
	Iteration 13Q: 3 clusters Score -605715.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -605720.562500 Penalty: 2810.785889
	Iteration 14Q: 3 clusters Score -605720.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -605723.000000 Penalty: 2810.785889
	Iteration 15Q: 3 clusters Score -605723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -605725.437500 Penalty: 2810.785889
	Iteration 16Q: 3 clusters Score -605725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -605727.062500 Penalty: 2810.785889
	Iteration 17Q: 3 clusters Score -605727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -605728.500000 Penalty: 2810.785889
	Iteration 18Q: 3 clusters Score -605728.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -605729.562500 Penalty: 2810.785889
	Iteration 19Q: 3 clusters Score -605729.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -605732.687500 Penalty: 2810.785889
	Iteration 20F: 3 clusters Score -605732.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -605734.812500 Penalty: 2810.785889
	Iteration 21Q: 3 clusters Score -605734.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -605735.937500 Penalty: 2810.785889
	Iteration 22Q: 3 clusters Score -605735.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -605737.500000 Penalty: 2810.785889
	Iteration 23Q: 3 clusters Score -605737.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -605741.000000 Penalty: 2810.785889
	Iteration 24Q: 3 clusters Score -605741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -605741.875000 Penalty: 2810.785889
	Iteration 25Q: 3 clusters Score -605741.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -605745.250000 Penalty: 2810.785889
	Iteration 26Q: 3 clusters Score -605745.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -605745.375000 Penalty: 2810.785889
	Iteration 27Q: 3 clusters Score -605745.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -605747.812500 Penalty: 2810.785889
	Iteration 28Q: 3 clusters Score -605747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -605747.437500 Penalty: 2810.785889
	Iteration 29Q: 3 clusters Score -605747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -605748.812500 Penalty: 2810.785889
	Iteration 30Q: 3 clusters Score -605748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -605749.250000 Penalty: 2810.785889
	Iteration 31Q: 3 clusters Score -605749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -605750.812500 Penalty: 2810.785889
	Iteration 32Q: 3 clusters Score -605750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -605750.250000 Penalty: 2810.785889
	Iteration 33Q: 3 clusters Score -605750.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -605750.937500 Penalty: 2810.785889
	Iteration 34Q: 3 clusters Score -605750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -605750.937500 Penalty: 2810.785889
	Iteration 35F: 3 clusters Score -605750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 113110 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 34277 members 
Mstep: Class 5 contains 3763 members 
Mstep: Class 6 contains 5656 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 89030 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 130346 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64861 members 
Mstep: Class 14 contains 14252 members 
Mstep: Class 15 contains 28548 members 
Mstep: Class 16 contains 56526 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 83826 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 82642 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11577 members 
Mstep: Class 25 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210024.000000 Penalty: 55007.320312
Iteration 119Q: 26 clusters Score -8.621002e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 113145 members 
Mstep: Class 3 contains 3877 members 
Mstep: Class 4 contains 34284 members 
Mstep: Class 5 contains 3762 members 
Mstep: Class 6 contains 5658 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 89047 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 130315 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64832 members 
Mstep: Class 14 contains 14250 members 
Mstep: Class 15 contains 28560 members 
Mstep: Class 16 contains 56503 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83801 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5542 members 
Mstep: Class 22 contains 82665 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11579 members 
Mstep: Class 25 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209848.000000 Penalty: 55007.320312
Iteration 120F: 26 clusters Score -8.620985e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 113136 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 34281 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 5661 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 89083 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 3676 members 
Mstep: Class 11 contains 130299 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64798 members 
Mstep: Class 14 contains 14248 members 
Mstep: Class 15 contains 28569 members 
Mstep: Class 16 contains 56521 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83785 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5541 members 
Mstep: Class 22 contains 82673 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11578 members 
Mstep: Class 25 contains 5706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210000.000000 Penalty: 55007.320312
Iteration 121Q: 26 clusters Score -8.621e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 113142 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 34279 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 5658 members 
Mstep: Class 7 contains 162 members 
Mstep: Class 8 contains 89117 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 130288 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64767 members 
Mstep: Class 14 contains 14240 members 
Mstep: Class 15 contains 28572 members 
Mstep: Class 16 contains 56546 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83764 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 82677 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11578 members 
Mstep: Class 25 contains 5712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210184.000000 Penalty: 55007.320312
Iteration 122Q: 26 clusters Score -8.621018e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 113135 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 34275 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 5658 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89148 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 130276 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64734 members 
Mstep: Class 14 contains 14233 members 
Mstep: Class 15 contains 28573 members 
Mstep: Class 16 contains 56582 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83751 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 82676 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11577 members 
Mstep: Class 25 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210240.000000 Penalty: 55007.320312
Iteration 123Q: 26 clusters Score -8.621024e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 113139 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 34271 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 5659 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89160 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 130278 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64694 members 
Mstep: Class 14 contains 14225 members 
Mstep: Class 15 contains 28572 members 
Mstep: Class 16 contains 56629 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83729 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5534 members 
Mstep: Class 22 contains 82683 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11577 members 
Mstep: Class 25 contains 5723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209984.000000 Penalty: 55007.320312
Iteration 124Q: 26 clusters Score -8.620998e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 113151 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 34275 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 5659 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89185 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 130268 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64660 members 
Mstep: Class 14 contains 14218 members 
Mstep: Class 15 contains 28580 members 
Mstep: Class 16 contains 56639 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83710 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5531 members 
Mstep: Class 22 contains 82699 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 5724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209888.000000 Penalty: 55007.320312
Iteration 125Q: 26 clusters Score -8.620989e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 113165 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 34279 members 
Mstep: Class 5 contains 3760 members 
Mstep: Class 6 contains 5660 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89196 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 130269 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64632 members 
Mstep: Class 14 contains 14213 members 
Mstep: Class 15 contains 28585 members 
Mstep: Class 16 contains 56647 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 83688 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5530 members 
Mstep: Class 22 contains 82706 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 5725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209736.000000 Penalty: 55007.320312
Iteration 126Q: 26 clusters Score -8.620974e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 113177 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 34284 members 
Mstep: Class 5 contains 3760 members 
Mstep: Class 6 contains 5658 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89196 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 130281 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64610 members 
Mstep: Class 14 contains 14215 members 
Mstep: Class 15 contains 28588 members 
Mstep: Class 16 contains 56642 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 83665 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5530 members 
Mstep: Class 22 contains 82710 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 5727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209776.000000 Penalty: 55007.320312
Iteration 127Q: 26 clusters Score -8.620978e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 113179 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 34287 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 5662 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89217 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 130292 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64579 members 
Mstep: Class 14 contains 14221 members 
Mstep: Class 15 contains 28591 members 
Mstep: Class 16 contains 56618 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2002 members 
Mstep: Class 19 contains 83645 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5528 members 
Mstep: Class 22 contains 82719 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11575 members 
Mstep: Class 25 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209808.000000 Penalty: 55007.320312
Iteration 128Q: 26 clusters Score -8.620981e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 113158 members 
Mstep: Class 3 contains 3891 members 
Mstep: Class 4 contains 34290 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 5665 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89213 members 
Mstep: Class 9 contains 2361 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 130291 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64559 members 
Mstep: Class 14 contains 14219 members 
Mstep: Class 15 contains 28600 members 
Mstep: Class 16 contains 56645 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 83638 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5520 members 
Mstep: Class 22 contains 82734 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209928.000000 Penalty: 55007.320312
Iteration 129Q: 26 clusters Score -8.620993e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 113109 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 34299 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89203 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 130276 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64536 members 
Mstep: Class 14 contains 14221 members 
Mstep: Class 15 contains 28610 members 
Mstep: Class 16 contains 56719 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83633 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 82733 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11575 members 
Mstep: Class 25 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209808.000000 Penalty: 55007.320312
Iteration 130Q: 26 clusters Score -8.620981e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 113030 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 34307 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89175 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 130286 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64524 members 
Mstep: Class 14 contains 14222 members 
Mstep: Class 15 contains 28614 members 
Mstep: Class 16 contains 56807 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83642 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 82729 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11574 members 
Mstep: Class 25 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209840.000000 Penalty: 55007.320312
Iteration 131Q: 26 clusters Score -8.620984e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 112979 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 34316 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89123 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 130295 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64508 members 
Mstep: Class 14 contains 14218 members 
Mstep: Class 15 contains 28616 members 
Mstep: Class 16 contains 56918 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83649 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 82708 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11574 members 
Mstep: Class 25 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86209776.000000 Penalty: 55007.320312
Iteration 132Q: 26 clusters Score -8.620978e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 112935 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 34321 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89081 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 130287 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64485 members 
Mstep: Class 14 contains 14217 members 
Mstep: Class 15 contains 28624 members 
Mstep: Class 16 contains 57058 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2002 members 
Mstep: Class 19 contains 83655 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 82673 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11574 members 
Mstep: Class 25 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210024.000000 Penalty: 55007.320312
Iteration 133Q: 26 clusters Score -8.621002e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 112874 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 34333 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89052 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 130280 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64461 members 
Mstep: Class 14 contains 14212 members 
Mstep: Class 15 contains 28627 members 
Mstep: Class 16 contains 57168 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2002 members 
Mstep: Class 19 contains 83670 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 82651 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210088.000000 Penalty: 55007.320312
Iteration 134Q: 26 clusters Score -8.621009e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 112814 members 
Mstep: Class 3 contains 3902 members 
Mstep: Class 4 contains 34344 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 5669 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89016 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 130275 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64427 members 
Mstep: Class 14 contains 14206 members 
Mstep: Class 15 contains 28628 members 
Mstep: Class 16 contains 57282 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 83692 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 82635 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210216.000000 Penalty: 55007.320312
Iteration 135Q: 26 clusters Score -8.621022e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 112755 members 
Mstep: Class 3 contains 3905 members 
Mstep: Class 4 contains 34351 members 
Mstep: Class 5 contains 3744 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89013 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 130252 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64381 members 
Mstep: Class 14 contains 14202 members 
Mstep: Class 15 contains 28632 members 
Mstep: Class 16 contains 57389 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83713 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 82625 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210296.000000 Penalty: 55007.320312
Iteration 136Q: 26 clusters Score -8.62103e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 112686 members 
Mstep: Class 3 contains 3909 members 
Mstep: Class 4 contains 34348 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88995 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 130245 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64357 members 
Mstep: Class 14 contains 14201 members 
Mstep: Class 15 contains 28636 members 
Mstep: Class 16 contains 57494 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 83735 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 82612 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210344.000000 Penalty: 55007.320312
Iteration 137Q: 26 clusters Score -8.621034e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 112650 members 
Mstep: Class 3 contains 3911 members 
Mstep: Class 4 contains 34347 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88973 members 
Mstep: Class 9 contains 2368 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 130241 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64315 members 
Mstep: Class 14 contains 14202 members 
Mstep: Class 15 contains 28640 members 
Mstep: Class 16 contains 57584 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83741 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 82612 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11571 members 
Mstep: Class 25 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 26 clusters Score -8.621039e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 112611 members 
Mstep: Class 3 contains 3913 members 
Mstep: Class 4 contains 34347 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88943 members 
Mstep: Class 9 contains 2369 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 130260 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64274 members 
Mstep: Class 14 contains 14199 members 
Mstep: Class 15 contains 28642 members 
Mstep: Class 16 contains 57668 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 83748 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5518 members 
Mstep: Class 22 contains 82603 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11574 members 
Mstep: Class 25 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 26 clusters Score -8.621047e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 112594 members 
Mstep: Class 3 contains 3915 members 
Mstep: Class 4 contains 34349 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88926 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 130255 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64246 members 
Mstep: Class 14 contains 14199 members 
Mstep: Class 15 contains 28647 members 
Mstep: Class 16 contains 57720 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 83750 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5518 members 
Mstep: Class 22 contains 82608 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11574 members 
Mstep: Class 25 contains 5735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210552.000000 Penalty: 55007.320312
Iteration 140F: 26 clusters Score -8.621055e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 112618 members 
Mstep: Class 3 contains 3917 members 
Mstep: Class 4 contains 34354 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 5667 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88889 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 130265 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64207 members 
Mstep: Class 14 contains 14198 members 
Mstep: Class 15 contains 28651 members 
Mstep: Class 16 contains 57758 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 83750 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5518 members 
Mstep: Class 22 contains 82604 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11574 members 
Mstep: Class 25 contains 5736 members 
Entering Unmasked Estep 
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Iteration 141Q: 26 clusters Score -8.621045e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 112649 members 
Mstep: Class 3 contains 3919 members 
Mstep: Class 4 contains 34367 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 5669 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88858 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 3683 members 
Mstep: Class 11 contains 130255 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64190 members 
Mstep: Class 14 contains 14195 members 
Mstep: Class 15 contains 28653 members 
Mstep: Class 16 contains 57776 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 83742 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5520 members 
Mstep: Class 22 contains 82597 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5739 members 
Entering Unmasked Estep 
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Score: -86210528.000000 Penalty: 55007.320312
Iteration 142Q: 26 clusters Score -8.621053e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 112673 members 
Mstep: Class 3 contains 3919 members 
Mstep: Class 4 contains 34376 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88858 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 130252 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64161 members 
Mstep: Class 14 contains 14192 members 
Mstep: Class 15 contains 28661 members 
Mstep: Class 16 contains 57788 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 83724 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5521 members 
Mstep: Class 22 contains 82593 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11571 members 
Mstep: Class 25 contains 5744 members 
Entering Unmasked Estep 
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Iteration 143Q: 26 clusters Score -8.621065e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 112702 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 34379 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88861 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 130255 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64132 members 
Mstep: Class 14 contains 14190 members 
Mstep: Class 15 contains 28672 members 
Mstep: Class 16 contains 57797 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 83712 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 82584 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11571 members 
Mstep: Class 25 contains 5746 members 
Entering Unmasked Estep 
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Iteration 144Q: 26 clusters Score -8.62106e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 112729 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 34383 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 5669 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88869 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 130245 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64109 members 
Mstep: Class 14 contains 14192 members 
Mstep: Class 15 contains 28687 members 
Mstep: Class 16 contains 57809 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 19 contains 83692 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5513 members 
Mstep: Class 22 contains 82574 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11570 members 
Mstep: Class 25 contains 5746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210592.000000 Penalty: 55007.320312
Iteration 145Q: 26 clusters Score -8.621059e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 112732 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 34385 members 
Mstep: Class 5 contains 3714 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88862 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 130242 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64087 members 
Mstep: Class 14 contains 14191 members 
Mstep: Class 15 contains 28701 members 
Mstep: Class 16 contains 57841 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83681 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 82559 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11570 members 
Mstep: Class 25 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210640.000000 Penalty: 55007.320312
Iteration 146Q: 26 clusters Score -8.621064e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 112724 members 
Mstep: Class 3 contains 3926 members 
Mstep: Class 4 contains 34385 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88861 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 130259 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64051 members 
Mstep: Class 14 contains 14185 members 
Mstep: Class 15 contains 28711 members 
Mstep: Class 16 contains 57861 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83675 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5511 members 
Mstep: Class 22 contains 82552 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11570 members 
Mstep: Class 25 contains 5750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210744.000000 Penalty: 55007.320312
Iteration 147Q: 26 clusters Score -8.621074e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 112719 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 34383 members 
Mstep: Class 5 contains 3707 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88873 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 3685 members 
Mstep: Class 11 contains 130271 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 64013 members 
Mstep: Class 14 contains 14181 members 
Mstep: Class 15 contains 28715 members 
Mstep: Class 16 contains 57880 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83668 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5511 members 
Mstep: Class 22 contains 82558 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11569 members 
Mstep: Class 25 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210792.000000 Penalty: 55007.320312
Iteration 148Q: 26 clusters Score -8.621079e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 112693 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 34383 members 
Mstep: Class 5 contains 3702 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88902 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 3685 members 
Mstep: Class 11 contains 130269 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63979 members 
Mstep: Class 14 contains 14177 members 
Mstep: Class 15 contains 28719 members 
Mstep: Class 16 contains 57901 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83668 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5511 members 
Mstep: Class 22 contains 82563 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11570 members 
Mstep: Class 25 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210648.000000 Penalty: 55007.320312
Iteration 149Q: 26 clusters Score -8.621065e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 112671 members 
Mstep: Class 3 contains 3938 members 
Mstep: Class 4 contains 34391 members 
Mstep: Class 5 contains 3695 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88919 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 3685 members 
Mstep: Class 11 contains 130284 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63928 members 
Mstep: Class 14 contains 14176 members 
Mstep: Class 15 contains 28723 members 
Mstep: Class 16 contains 57921 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 19 contains 83672 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 82564 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210592.000000 Penalty: 55007.320312
Iteration 150Q: 26 clusters Score -8.621059e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 112646 members 
Mstep: Class 3 contains 3942 members 
Mstep: Class 4 contains 34393 members 
Mstep: Class 5 contains 3690 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88946 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130298 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63879 members 
Mstep: Class 14 contains 14175 members 
Mstep: Class 15 contains 28726 members 
Mstep: Class 16 contains 57947 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 19 contains 83675 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 82548 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210608.000000 Penalty: 55007.320312
Iteration 151Q: 26 clusters Score -8.621061e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 112635 members 
Mstep: Class 3 contains 3946 members 
Mstep: Class 4 contains 34395 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 5679 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88978 members 
Mstep: Class 9 contains 2394 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130303 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63849 members 
Mstep: Class 14 contains 14168 members 
Mstep: Class 15 contains 28733 members 
Mstep: Class 16 contains 57949 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 19 contains 83678 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 82528 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11573 members 
Mstep: Class 25 contains 5752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210576.000000 Penalty: 55007.320312
Iteration 152Q: 26 clusters Score -8.621058e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 112621 members 
Mstep: Class 3 contains 3947 members 
Mstep: Class 4 contains 34397 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88998 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130311 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63807 members 
Mstep: Class 14 contains 14165 members 
Mstep: Class 15 contains 28734 members 
Mstep: Class 16 contains 57983 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83674 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5515 members 
Mstep: Class 22 contains 82527 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210536.000000 Penalty: 55007.320312
Iteration 153Q: 26 clusters Score -8.621054e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 112624 members 
Mstep: Class 3 contains 3950 members 
Mstep: Class 4 contains 34399 members 
Mstep: Class 5 contains 3672 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89015 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130310 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63776 members 
Mstep: Class 14 contains 14162 members 
Mstep: Class 15 contains 28733 members 
Mstep: Class 16 contains 58008 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 83660 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 82527 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11571 members 
Mstep: Class 25 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210576.000000 Penalty: 55007.320312
Iteration 154Q: 26 clusters Score -8.621058e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 112612 members 
Mstep: Class 3 contains 3951 members 
Mstep: Class 4 contains 34403 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89046 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130309 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63756 members 
Mstep: Class 14 contains 14161 members 
Mstep: Class 15 contains 28736 members 
Mstep: Class 16 contains 58014 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 83655 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5511 members 
Mstep: Class 22 contains 82525 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210488.000000 Penalty: 55007.320312
Iteration 155Q: 26 clusters Score -8.621049e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 112609 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 34407 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 5688 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89061 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 130306 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63749 members 
Mstep: Class 14 contains 14153 members 
Mstep: Class 15 contains 28742 members 
Mstep: Class 16 contains 58029 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 83648 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5506 members 
Mstep: Class 22 contains 82506 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210400.000000 Penalty: 55007.320312
Iteration 156Q: 26 clusters Score -8.62104e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 112621 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 34408 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 5686 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89066 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 130305 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63736 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 28751 members 
Mstep: Class 16 contains 58044 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 83641 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5506 members 
Mstep: Class 22 contains 82492 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210304.000000 Penalty: 55007.320312
Iteration 157Q: 26 clusters Score -8.62103e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 112647 members 
Mstep: Class 3 contains 3967 members 
Mstep: Class 4 contains 34414 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 5684 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89073 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 3692 members 
Mstep: Class 11 contains 130296 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63720 members 
Mstep: Class 14 contains 14138 members 
Mstep: Class 15 contains 28757 members 
Mstep: Class 16 contains 58043 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 83629 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5504 members 
Mstep: Class 22 contains 82483 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11570 members 
Mstep: Class 25 contains 5755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210392.000000 Penalty: 55007.320312
Iteration 158Q: 26 clusters Score -8.621039e+07 nChanged 358
Entering ConstructFrom: 
Score: -86210392.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (15932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Entering Unmasked Estep 
Score: -1849852.250000 Penalty: 1572.363770
	Iteration 0F: 2 clusters Score -1849852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1838866.500000 Penalty: 3144.727539
	Iteration 0F: 3 clusters Score -1838866 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1842713.750000 Penalty: 3144.727539
	Iteration 1F: 3 clusters Score -1842714 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1843005.875000 Penalty: 3144.727539
	Iteration 2F: 3 clusters Score -1843006 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1843269.375000 Penalty: 3144.727539
	Iteration 3Q: 3 clusters Score -1843269 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1843562.750000 Penalty: 3144.727539
	Iteration 4Q: 3 clusters Score -1843563 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1843873.625000 Penalty: 3144.727539
	Iteration 5Q: 3 clusters Score -1843874 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1844270.375000 Penalty: 3144.727539
	Iteration 6Q: 3 clusters Score -1844270 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1844819.500000 Penalty: 3144.727539
	Iteration 7F: 3 clusters Score -1844820 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1845561.125000 Penalty: 3144.727539
	Iteration 8F: 3 clusters Score -1845561 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1846354.250000 Penalty: 3144.727539
	Iteration 9F: 3 clusters Score -1846354 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1846962.875000 Penalty: 3144.727539
	Iteration 10Q: 3 clusters Score -1846963 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1847389.000000 Penalty: 3144.727539
	Iteration 11Q: 3 clusters Score -1847389 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1847636.750000 Penalty: 3144.727539
	Iteration 12Q: 3 clusters Score -1847637 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1847801.125000 Penalty: 3144.727539
	Iteration 13Q: 3 clusters Score -1847801 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1847958.375000 Penalty: 3144.727539
	Iteration 14Q: 3 clusters Score -1847958 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1848103.625000 Penalty: 3144.727539
	Iteration 15Q: 3 clusters Score -1848104 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1848244.500000 Penalty: 3144.727539
	Iteration 16Q: 3 clusters Score -1848244 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1848357.625000 Penalty: 3144.727539
	Iteration 17Q: 3 clusters Score -1848358 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1848428.625000 Penalty: 3144.727539
	Iteration 18Q: 3 clusters Score -1848429 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1848473.125000 Penalty: 3144.727539
	Iteration 19Q: 3 clusters Score -1848473 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1848495.250000 Penalty: 3144.727539
	Iteration 20F: 3 clusters Score -1848495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1848504.375000 Penalty: 3144.727539
	Iteration 21Q: 3 clusters Score -1848504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1848513.125000 Penalty: 3144.727539
	Iteration 22Q: 3 clusters Score -1848513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1848520.000000 Penalty: 3144.727539
	Iteration 23Q: 3 clusters Score -1848520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1848527.250000 Penalty: 3144.727539
	Iteration 24Q: 3 clusters Score -1848527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1848531.125000 Penalty: 3144.727539
	Iteration 25Q: 3 clusters Score -1848531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1848531.000000 Penalty: 3144.727539
	Iteration 26Q: 3 clusters Score -1848531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1848536.000000 Penalty: 3144.727539
	Iteration 27Q: 3 clusters Score -1848536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1848535.250000 Penalty: 3144.727539
	Iteration 28Q: 3 clusters Score -1848535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1848538.250000 Penalty: 3144.727539
	Iteration 29Q: 3 clusters Score -1848538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1848537.750000 Penalty: 3144.727539
	Iteration 30Q: 3 clusters Score -1848538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1848540.250000 Penalty: 3144.727539
	Iteration 31Q: 3 clusters Score -1848540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1848541.000000 Penalty: 3144.727539
	Iteration 32Q: 3 clusters Score -1848541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1848541.750000 Penalty: 3144.727539
	Iteration 33Q: 3 clusters Score -1848542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1848543.500000 Penalty: 3144.727539
	Iteration 34Q: 3 clusters Score -1848544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1848544.875000 Penalty: 3144.727539
	Iteration 35Q: 3 clusters Score -1848545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1848543.625000 Penalty: 3144.727539
	Iteration 36Q: 3 clusters Score -1848544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1848543.125000 Penalty: 3144.727539
	Iteration 37Q: 3 clusters Score -1848543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1848539.250000 Penalty: 3144.727539
	Iteration 38Q: 3 clusters Score -1848539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1848540.250000 Penalty: 3144.727539
	Iteration 39Q: 3 clusters Score -1848540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1848540.625000 Penalty: 3144.727539
	Iteration 40F: 3 clusters Score -1848541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1848543.500000 Penalty: 3144.727539
	Iteration 41Q: 3 clusters Score -1848544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1848544.250000 Penalty: 3144.727539
	Iteration 42Q: 3 clusters Score -1848544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1848544.750000 Penalty: 3144.727539
	Iteration 43Q: 3 clusters Score -1848545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1848543.875000 Penalty: 3144.727539
	Iteration 44Q: 3 clusters Score -1848544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1848543.875000 Penalty: 3144.727539
	Iteration 45F: 3 clusters Score -1848544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (112660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112660 members 
Entering Unmasked Estep 
Score: -13192182.000000 Penalty: 1890.221069
	Iteration 0F: 2 clusters Score -1.319218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -13120704.000000 Penalty: 3780.442139
	Iteration 0F: 3 clusters Score -1.31207e+07 nChanged 53980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -13152594.000000 Penalty: 3780.442139
	Iteration 1F: 3 clusters Score -1.315259e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -13153667.000000 Penalty: 3780.442139
	Iteration 2Q: 3 clusters Score -1.315367e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -13155383.000000 Penalty: 3780.442139
	Iteration 3Q: 3 clusters Score -1.315538e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -13158623.000000 Penalty: 3780.442139
	Iteration 4F: 3 clusters Score -1.315862e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -13164152.000000 Penalty: 3780.442139
	Iteration 5F: 3 clusters Score -1.316415e+07 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 91773 members 
Entering Unmasked Estep 
Score: -13171787.000000 Penalty: 3780.442139
	Iteration 6F: 3 clusters Score -1.317179e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 100485 members 
Entering Unmasked Estep 
Score: -13179500.000000 Penalty: 3780.442139
	Iteration 7F: 3 clusters Score -1.31795e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -13185901.000000 Penalty: 3780.442139
	Iteration 8F: 3 clusters Score -1.31859e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 109957 members 
Entering Unmasked Estep 
Score: -13188807.000000 Penalty: 3780.442139
	Iteration 9Q: 3 clusters Score -1.318881e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -13189936.000000 Penalty: 3780.442139
	Iteration 10Q: 3 clusters Score -1.318994e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 112153 members 
Entering Unmasked Estep 
Score: -13190334.000000 Penalty: 3780.442139
	Iteration 11Q: 3 clusters Score -1.319033e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 112347 members 
Entering Unmasked Estep 
Score: -13190499.000000 Penalty: 3780.442139
	Iteration 12Q: 3 clusters Score -1.31905e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 112410 members 
Entering Unmasked Estep 
Score: -13190547.000000 Penalty: 3780.442139
	Iteration 13Q: 3 clusters Score -1.319055e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 112432 members 
Entering Unmasked Estep 
Score: -13190577.000000 Penalty: 3780.442139
	Iteration 14Q: 3 clusters Score -1.319058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 112439 members 
Entering Unmasked Estep 
Score: -13190586.000000 Penalty: 3780.442139
	Iteration 15Q: 3 clusters Score -1.319059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 112444 members 
Entering Unmasked Estep 
Score: -13190626.000000 Penalty: 3780.442139
	Iteration 16Q: 3 clusters Score -1.319063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 112440 members 
Entering Unmasked Estep 
Score: -13190632.000000 Penalty: 3780.442139
	Iteration 17Q: 3 clusters Score -1.319063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 112437 members 
Entering Unmasked Estep 
Score: -13190631.000000 Penalty: 3780.442139
	Iteration 18Q: 3 clusters Score -1.319063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 112432 members 
Entering Unmasked Estep 
Score: -13190630.000000 Penalty: 3780.442139
	Iteration 19Q: 3 clusters Score -1.319063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 112434 members 
Entering Unmasked Estep 
Score: -13190643.000000 Penalty: 3780.442139
	Iteration 20F: 3 clusters Score -1.319064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 112434 members 
Entering Unmasked Estep 
Score: -13190638.000000 Penalty: 3780.442139
	Iteration 21Q: 3 clusters Score -1.319064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 112435 members 
Entering Unmasked Estep 
Score: -13190642.000000 Penalty: 3780.442139
	Iteration 22Q: 3 clusters Score -1.319064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 112434 members 
Entering Unmasked Estep 
Score: -13190642.000000 Penalty: 3780.442139
	Iteration 23Q: 3 clusters Score -1.319064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 112437 members 
Entering Unmasked Estep 
Score: -13190649.000000 Penalty: 3780.442139
	Iteration 24Q: 3 clusters Score -1.319065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 112437 members 
Entering Unmasked Estep 
Score: -13190642.000000 Penalty: 3780.442139
	Iteration 25Q: 3 clusters Score -1.319064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 112436 members 
Entering Unmasked Estep 
Score: -13190642.000000 Penalty: 3780.442139
	Iteration 26Q: 3 clusters Score -1.319064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 112436 members 
Entering Unmasked Estep 
Score: -13190642.000000 Penalty: 3780.442139
	Iteration 27F: 3 clusters Score -1.319064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -463413.156250 Penalty: 1346.723267
	Iteration 0F: 2 clusters Score -463413.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -460004.781250 Penalty: 2693.446533
	Iteration 0F: 3 clusters Score -460004.8 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -460891.562500 Penalty: 2693.446533
	Iteration 1F: 3 clusters Score -460891.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -461066.031250 Penalty: 2693.446533
	Iteration 2F: 3 clusters Score -461066 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -461152.812500 Penalty: 2693.446533
	Iteration 3F: 3 clusters Score -461152.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -461205.343750 Penalty: 2693.446533
	Iteration 4Q: 3 clusters Score -461205.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -461243.031250 Penalty: 2693.446533
	Iteration 5Q: 3 clusters Score -461243 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -461275.562500 Penalty: 2693.446533
	Iteration 6Q: 3 clusters Score -461275.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -461300.375000 Penalty: 2693.446533
	Iteration 7Q: 3 clusters Score -461300.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -461318.093750 Penalty: 2693.446533
	Iteration 8Q: 3 clusters Score -461318.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -461332.531250 Penalty: 2693.446533
	Iteration 9Q: 3 clusters Score -461332.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -461344.218750 Penalty: 2693.446533
	Iteration 10Q: 3 clusters Score -461344.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -461352.687500 Penalty: 2693.446533
	Iteration 11Q: 3 clusters Score -461352.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -461360.875000 Penalty: 2693.446533
	Iteration 12Q: 3 clusters Score -461360.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -461369.406250 Penalty: 2693.446533
	Iteration 13Q: 3 clusters Score -461369.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -461377.656250 Penalty: 2693.446533
	Iteration 14Q: 3 clusters Score -461377.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -461385.000000 Penalty: 2693.446533
	Iteration 15Q: 3 clusters Score -461385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -461392.937500 Penalty: 2693.446533
	Iteration 16Q: 3 clusters Score -461392.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -461400.687500 Penalty: 2693.446533
	Iteration 17Q: 3 clusters Score -461400.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -461407.406250 Penalty: 2693.446533
	Iteration 18Q: 3 clusters Score -461407.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -461414.687500 Penalty: 2693.446533
	Iteration 19Q: 3 clusters Score -461414.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -461423.562500 Penalty: 2693.446533
	Iteration 20F: 3 clusters Score -461423.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -461430.906250 Penalty: 2693.446533
	Iteration 21Q: 3 clusters Score -461430.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -461435.968750 Penalty: 2693.446533
	Iteration 22Q: 3 clusters Score -461436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -461443.250000 Penalty: 2693.446533
	Iteration 23Q: 3 clusters Score -461443.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -461451.750000 Penalty: 2693.446533
	Iteration 24Q: 3 clusters Score -461451.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -461458.000000 Penalty: 2693.446533
	Iteration 25Q: 3 clusters Score -461458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -461460.968750 Penalty: 2693.446533
	Iteration 26Q: 3 clusters Score -461461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -461463.687500 Penalty: 2693.446533
	Iteration 27Q: 3 clusters Score -461463.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -461466.093750 Penalty: 2693.446533
	Iteration 28Q: 3 clusters Score -461466.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -461468.468750 Penalty: 2693.446533
	Iteration 29Q: 3 clusters Score -461468.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -461468.750000 Penalty: 2693.446533
	Iteration 30Q: 3 clusters Score -461468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -461470.000000 Penalty: 2693.446533
	Iteration 31Q: 3 clusters Score -461470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -461471.218750 Penalty: 2693.446533
	Iteration 32Q: 3 clusters Score -461471.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -461474.125000 Penalty: 2693.446533
	Iteration 33Q: 3 clusters Score -461474.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -461476.625000 Penalty: 2693.446533
	Iteration 34Q: 3 clusters Score -461476.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -461478.343750 Penalty: 2693.446533
	Iteration 35Q: 3 clusters Score -461478.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -461479.625000 Penalty: 2693.446533
	Iteration 36Q: 3 clusters Score -461479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -461479.687500 Penalty: 2693.446533
	Iteration 37Q: 3 clusters Score -461479.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -461479.687500 Penalty: 2693.446533
	Iteration 38F: 3 clusters Score -461479.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Entering Unmasked Estep 
Score: -3996481.250000 Penalty: 1697.534180
	Iteration 0F: 2 clusters Score -3996481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3973363.000000 Penalty: 3395.068359
	Iteration 0F: 3 clusters Score -3973363 nChanged 15845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -3982245.750000 Penalty: 3395.068359
	Iteration 1F: 3 clusters Score -3982246 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3982637.500000 Penalty: 3395.068359
	Iteration 2Q: 3 clusters Score -3982638 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3983023.750000 Penalty: 3395.068359
	Iteration 3Q: 3 clusters Score -3983024 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3983444.750000 Penalty: 3395.068359
	Iteration 4Q: 3 clusters Score -3983445 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3983917.000000 Penalty: 3395.068359
	Iteration 5Q: 3 clusters Score -3983917 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3984439.250000 Penalty: 3395.068359
	Iteration 6Q: 3 clusters Score -3984439 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3985249.750000 Penalty: 3395.068359
	Iteration 7Q: 3 clusters Score -3985250 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3986369.500000 Penalty: 3395.068359
	Iteration 8F: 3 clusters Score -3986370 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3987832.000000 Penalty: 3395.068359
	Iteration 9F: 3 clusters Score -3987832 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3989609.000000 Penalty: 3395.068359
	Iteration 10F: 3 clusters Score -3989609 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3991342.500000 Penalty: 3395.068359
	Iteration 11F: 3 clusters Score -3991342 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3992738.500000 Penalty: 3395.068359
	Iteration 12Q: 3 clusters Score -3992738 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3993733.250000 Penalty: 3395.068359
	Iteration 13Q: 3 clusters Score -3993733 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3994347.750000 Penalty: 3395.068359
	Iteration 14Q: 3 clusters Score -3994348 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3994643.750000 Penalty: 3395.068359
	Iteration 15Q: 3 clusters Score -3994644 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3994802.500000 Penalty: 3395.068359
	Iteration 16Q: 3 clusters Score -3994802 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3994886.500000 Penalty: 3395.068359
	Iteration 17Q: 3 clusters Score -3994886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3994934.500000 Penalty: 3395.068359
	Iteration 18Q: 3 clusters Score -3994934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3994963.250000 Penalty: 3395.068359
	Iteration 19Q: 3 clusters Score -3994963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3994987.000000 Penalty: 3395.068359
	Iteration 20F: 3 clusters Score -3994987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3994998.750000 Penalty: 3395.068359
	Iteration 21Q: 3 clusters Score -3994999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3995008.250000 Penalty: 3395.068359
	Iteration 22Q: 3 clusters Score -3995008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3995018.000000 Penalty: 3395.068359
	Iteration 23Q: 3 clusters Score -3995018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3995016.250000 Penalty: 3395.068359
	Iteration 24Q: 3 clusters Score -3995016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3995024.500000 Penalty: 3395.068359
	Iteration 25Q: 3 clusters Score -3995024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3995029.000000 Penalty: 3395.068359
	Iteration 26Q: 3 clusters Score -3995029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3995029.000000 Penalty: 3395.068359
	Iteration 27F: 3 clusters Score -3995029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -430005.437500 Penalty: 1333.125854
	Iteration 0F: 2 clusters Score -430005.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -426849.000000 Penalty: 2666.251709
	Iteration 0F: 3 clusters Score -426849 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -427598.781250 Penalty: 2666.251709
	Iteration 1F: 3 clusters Score -427598.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -427730.281250 Penalty: 2666.251709
	Iteration 2F: 3 clusters Score -427730.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -427821.593750 Penalty: 2666.251709
	Iteration 3Q: 3 clusters Score -427821.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -427891.062500 Penalty: 2666.251709
	Iteration 4Q: 3 clusters Score -427891.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -427939.343750 Penalty: 2666.251709
	Iteration 5Q: 3 clusters Score -427939.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -427987.531250 Penalty: 2666.251709
	Iteration 6Q: 3 clusters Score -427987.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -428034.218750 Penalty: 2666.251709
	Iteration 7Q: 3 clusters Score -428034.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -428071.500000 Penalty: 2666.251709
	Iteration 8Q: 3 clusters Score -428071.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -428107.843750 Penalty: 2666.251709
	Iteration 9Q: 3 clusters Score -428107.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -428145.000000 Penalty: 2666.251709
	Iteration 10Q: 3 clusters Score -428145 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -428186.000000 Penalty: 2666.251709
	Iteration 11Q: 3 clusters Score -428186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -428222.718750 Penalty: 2666.251709
	Iteration 12Q: 3 clusters Score -428222.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -428260.843750 Penalty: 2666.251709
	Iteration 13Q: 3 clusters Score -428260.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -428294.187500 Penalty: 2666.251709
	Iteration 14Q: 3 clusters Score -428294.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -428337.187500 Penalty: 2666.251709
	Iteration 15Q: 3 clusters Score -428337.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -428383.468750 Penalty: 2666.251709
	Iteration 16Q: 3 clusters Score -428383.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -428444.031250 Penalty: 2666.251709
	Iteration 17Q: 3 clusters Score -428444 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -428497.875000 Penalty: 2666.251709
	Iteration 18Q: 3 clusters Score -428497.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -428554.437500 Penalty: 2666.251709
	Iteration 19Q: 3 clusters Score -428554.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -428606.031250 Penalty: 2666.251709
	Iteration 20F: 3 clusters Score -428606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -428633.906250 Penalty: 2666.251709
	Iteration 21Q: 3 clusters Score -428633.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -428654.531250 Penalty: 2666.251709
	Iteration 22Q: 3 clusters Score -428654.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -428685.531250 Penalty: 2666.251709
	Iteration 23Q: 3 clusters Score -428685.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -428715.875000 Penalty: 2666.251709
	Iteration 24Q: 3 clusters Score -428715.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -428731.000000 Penalty: 2666.251709
	Iteration 25Q: 3 clusters Score -428731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -428743.062500 Penalty: 2666.251709
	Iteration 26Q: 3 clusters Score -428743.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -428754.156250 Penalty: 2666.251709
	Iteration 27Q: 3 clusters Score -428754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -428759.468750 Penalty: 2666.251709
	Iteration 28Q: 3 clusters Score -428759.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -428766.906250 Penalty: 2666.251709
	Iteration 29Q: 3 clusters Score -428766.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -428776.687500 Penalty: 2666.251709
	Iteration 30Q: 3 clusters Score -428776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -428779.156250 Penalty: 2666.251709
	Iteration 31Q: 3 clusters Score -428779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -428780.718750 Penalty: 2666.251709
	Iteration 32Q: 3 clusters Score -428780.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -428783.468750 Penalty: 2666.251709
	Iteration 33Q: 3 clusters Score -428783.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -428784.156250 Penalty: 2666.251709
	Iteration 34Q: 3 clusters Score -428784.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -428787.406250 Penalty: 2666.251709
	Iteration 35Q: 3 clusters Score -428787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -428789.156250 Penalty: 2666.251709
	Iteration 36Q: 3 clusters Score -428789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -428790.281250 Penalty: 2666.251709
	Iteration 37Q: 3 clusters Score -428790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -428791.062500 Penalty: 2666.251709
	Iteration 38Q: 3 clusters Score -428791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -428794.500000 Penalty: 2666.251709
	Iteration 39Q: 3 clusters Score -428794.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -428799.156250 Penalty: 2666.251709
	Iteration 40F: 3 clusters Score -428799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -428810.625000 Penalty: 2666.251709
	Iteration 41Q: 3 clusters Score -428810.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -428817.093750 Penalty: 2666.251709
	Iteration 42Q: 3 clusters Score -428817.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -428819.062500 Penalty: 2666.251709
	Iteration 43Q: 3 clusters Score -428819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -428819.062500 Penalty: 2666.251709
	Iteration 44F: 3 clusters Score -428819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Entering Unmasked Estep 
Score: -621059.000000 Penalty: 1404.822021
	Iteration 0F: 2 clusters Score -621059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -616669.500000 Penalty: 2809.644043
	Iteration 0F: 3 clusters Score -616669.5 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -617957.625000 Penalty: 2809.644043
	Iteration 1F: 3 clusters Score -617957.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -618205.437500 Penalty: 2809.644043
	Iteration 2F: 3 clusters Score -618205.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -618387.687500 Penalty: 2809.644043
	Iteration 3F: 3 clusters Score -618387.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -618539.812500 Penalty: 2809.644043
	Iteration 4Q: 3 clusters Score -618539.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -618693.250000 Penalty: 2809.644043
	Iteration 5Q: 3 clusters Score -618693.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -618851.625000 Penalty: 2809.644043
	Iteration 6Q: 3 clusters Score -618851.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -619013.375000 Penalty: 2809.644043
	Iteration 7Q: 3 clusters Score -619013.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -619145.437500 Penalty: 2809.644043
	Iteration 8Q: 3 clusters Score -619145.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -619269.062500 Penalty: 2809.644043
	Iteration 9Q: 3 clusters Score -619269.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -619381.437500 Penalty: 2809.644043
	Iteration 10Q: 3 clusters Score -619381.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -619497.750000 Penalty: 2809.644043
	Iteration 11Q: 3 clusters Score -619497.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -619608.937500 Penalty: 2809.644043
	Iteration 12Q: 3 clusters Score -619608.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -619712.000000 Penalty: 2809.644043
	Iteration 13Q: 3 clusters Score -619712 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -619794.000000 Penalty: 2809.644043
	Iteration 14Q: 3 clusters Score -619794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -619844.250000 Penalty: 2809.644043
	Iteration 15Q: 3 clusters Score -619844.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -619878.250000 Penalty: 2809.644043
	Iteration 16Q: 3 clusters Score -619878.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -619913.250000 Penalty: 2809.644043
	Iteration 17Q: 3 clusters Score -619913.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -619946.875000 Penalty: 2809.644043
	Iteration 18Q: 3 clusters Score -619946.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -619982.687500 Penalty: 2809.644043
	Iteration 19Q: 3 clusters Score -619982.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -620021.812500 Penalty: 2809.644043
	Iteration 20F: 3 clusters Score -620021.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -620054.812500 Penalty: 2809.644043
	Iteration 21Q: 3 clusters Score -620054.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -620080.062500 Penalty: 2809.644043
	Iteration 22Q: 3 clusters Score -620080.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -620110.125000 Penalty: 2809.644043
	Iteration 23Q: 3 clusters Score -620110.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -620152.437500 Penalty: 2809.644043
	Iteration 24Q: 3 clusters Score -620152.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -620181.437500 Penalty: 2809.644043
	Iteration 25Q: 3 clusters Score -620181.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -620193.625000 Penalty: 2809.644043
	Iteration 26Q: 3 clusters Score -620193.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -620201.000000 Penalty: 2809.644043
	Iteration 27Q: 3 clusters Score -620201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -620210.875000 Penalty: 2809.644043
	Iteration 28Q: 3 clusters Score -620210.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -620218.750000 Penalty: 2809.644043
	Iteration 29Q: 3 clusters Score -620218.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -620228.000000 Penalty: 2809.644043
	Iteration 30Q: 3 clusters Score -620228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -620243.750000 Penalty: 2809.644043
	Iteration 31Q: 3 clusters Score -620243.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -620259.375000 Penalty: 2809.644043
	Iteration 32Q: 3 clusters Score -620259.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -620284.937500 Penalty: 2809.644043
	Iteration 33Q: 3 clusters Score -620284.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -620317.000000 Penalty: 2809.644043
	Iteration 34Q: 3 clusters Score -620317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -620335.375000 Penalty: 2809.644043
	Iteration 35Q: 3 clusters Score -620335.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -620350.250000 Penalty: 2809.644043
	Iteration 36Q: 3 clusters Score -620350.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -620363.437500 Penalty: 2809.644043
	Iteration 37Q: 3 clusters Score -620363.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -620382.812500 Penalty: 2809.644043
	Iteration 38Q: 3 clusters Score -620382.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -620403.375000 Penalty: 2809.644043
	Iteration 39Q: 3 clusters Score -620403.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -620423.687500 Penalty: 2809.644043
	Iteration 40F: 3 clusters Score -620423.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -620436.812500 Penalty: 2809.644043
	Iteration 41Q: 3 clusters Score -620436.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -620453.187500 Penalty: 2809.644043
	Iteration 42Q: 3 clusters Score -620453.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -620466.062500 Penalty: 2809.644043
	Iteration 43Q: 3 clusters Score -620466.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -620478.812500 Penalty: 2809.644043
	Iteration 44Q: 3 clusters Score -620478.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -620493.250000 Penalty: 2809.644043
	Iteration 45Q: 3 clusters Score -620493.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -620512.750000 Penalty: 2809.644043
	Iteration 46Q: 3 clusters Score -620512.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -620528.625000 Penalty: 2809.644043
	Iteration 47Q: 3 clusters Score -620528.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -620537.000000 Penalty: 2809.644043
	Iteration 48Q: 3 clusters Score -620537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -620547.812500 Penalty: 2809.644043
	Iteration 49Q: 3 clusters Score -620547.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -620553.500000 Penalty: 2809.644043
	Iteration 50Q: 3 clusters Score -620553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -620555.750000 Penalty: 2809.644043
	Iteration 51Q: 3 clusters Score -620555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -620559.125000 Penalty: 2809.644043
	Iteration 52Q: 3 clusters Score -620559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -620563.500000 Penalty: 2809.644043
	Iteration 53Q: 3 clusters Score -620563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -620565.375000 Penalty: 2809.644043
	Iteration 54Q: 3 clusters Score -620565.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -620565.375000 Penalty: 2809.644043
	Iteration 55F: 3 clusters Score -620565.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -13958.792969 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -13958.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13312.394531 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -13312.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13390.345703 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -13390.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13417.909180 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -13417.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13425.948242 Penalty: 1649.431519
	Iteration 3Q: 3 clusters Score -13425.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13438.601562 Penalty: 1649.431519
	Iteration 4Q: 3 clusters Score -13438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13440.869141 Penalty: 1649.431519
	Iteration 5Q: 3 clusters Score -13440.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13448.617188 Penalty: 1649.431519
	Iteration 6Q: 3 clusters Score -13448.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13448.617188 Penalty: 1649.431519
	Iteration 7F: 3 clusters Score -13448.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Entering Unmasked Estep 
Score: -10388424.000000 Penalty: 1852.032227
	Iteration 0F: 2 clusters Score -1.038842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -10330326.000000 Penalty: 3704.064453
	Iteration 0F: 3 clusters Score -1.033033e+07 nChanged 42547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -10356517.000000 Penalty: 3704.064453
	Iteration 1F: 3 clusters Score -1.035652e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -10359388.000000 Penalty: 3704.064453
	Iteration 2F: 3 clusters Score -1.035939e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -10364005.000000 Penalty: 3704.064453
	Iteration 3F: 3 clusters Score -1.0364e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -10370983.000000 Penalty: 3704.064453
	Iteration 4F: 3 clusters Score -1.037098e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -10378888.000000 Penalty: 3704.064453
	Iteration 5F: 3 clusters Score -1.037889e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -10384316.000000 Penalty: 3704.064453
	Iteration 6F: 3 clusters Score -1.038432e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -10385988.000000 Penalty: 3704.064453
	Iteration 7Q: 3 clusters Score -1.038599e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72193 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -10386645.000000 Penalty: 3704.064453
	Iteration 8Q: 3 clusters Score -1.038664e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -10387043.000000 Penalty: 3704.064453
	Iteration 9Q: 3 clusters Score -1.038704e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -10387392.000000 Penalty: 3704.064453
	Iteration 10Q: 3 clusters Score -1.038739e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -10387629.000000 Penalty: 3704.064453
	Iteration 11Q: 3 clusters Score -1.038763e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -10387821.000000 Penalty: 3704.064453
	Iteration 12Q: 3 clusters Score -1.038782e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -10387975.000000 Penalty: 3704.064453
	Iteration 13Q: 3 clusters Score -1.038798e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -10388103.000000 Penalty: 3704.064453
	Iteration 14Q: 3 clusters Score -1.03881e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78307 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -10388224.000000 Penalty: 3704.064453
	Iteration 15Q: 3 clusters Score -1.038822e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78927 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -10388273.000000 Penalty: 3704.064453
	Iteration 16Q: 3 clusters Score -1.038827e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -10388363.000000 Penalty: 3704.064453
	Iteration 17Q: 3 clusters Score -1.038836e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -10388411.000000 Penalty: 3704.064453
	Iteration 18Q: 3 clusters Score -1.038841e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -10388503.000000 Penalty: 3704.064453
	Iteration 19Q: 3 clusters Score -1.03885e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -10388533.000000 Penalty: 3704.064453
	Iteration 20F: 3 clusters Score -1.038853e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -10388572.000000 Penalty: 3704.064453
	Iteration 21Q: 3 clusters Score -1.038857e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -10388620.000000 Penalty: 3704.064453
	Iteration 22Q: 3 clusters Score -1.038862e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -10388679.000000 Penalty: 3704.064453
	Iteration 23Q: 3 clusters Score -1.038868e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -10388646.000000 Penalty: 3704.064453
	Iteration 24Q: 3 clusters Score -1.038865e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83044 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -10388683.000000 Penalty: 3704.064453
	Iteration 25Q: 3 clusters Score -1.038868e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -10388701.000000 Penalty: 3704.064453
	Iteration 26Q: 3 clusters Score -1.03887e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -10388720.000000 Penalty: 3704.064453
	Iteration 27Q: 3 clusters Score -1.038872e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -10388683.000000 Penalty: 3704.064453
	Iteration 28Q: 3 clusters Score -1.038868e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -10388674.000000 Penalty: 3704.064453
	Iteration 29Q: 3 clusters Score -1.038867e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -10388689.000000 Penalty: 3704.064453
	Iteration 30Q: 3 clusters Score -1.038869e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84620 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -10388684.000000 Penalty: 3704.064453
	Iteration 31Q: 3 clusters Score -1.038868e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -10388666.000000 Penalty: 3704.064453
	Iteration 32Q: 3 clusters Score -1.038867e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -10388653.000000 Penalty: 3704.064453
	Iteration 33Q: 3 clusters Score -1.038865e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -10388647.000000 Penalty: 3704.064453
	Iteration 34Q: 3 clusters Score -1.038865e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85284 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -10388661.000000 Penalty: 3704.064453
	Iteration 35Q: 3 clusters Score -1.038866e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -10388658.000000 Penalty: 3704.064453
	Iteration 36Q: 3 clusters Score -1.038866e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85526 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -10388651.000000 Penalty: 3704.064453
	Iteration 37Q: 3 clusters Score -1.038865e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -10388636.000000 Penalty: 3704.064453
	Iteration 38Q: 3 clusters Score -1.038864e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -10388620.000000 Penalty: 3704.064453
	Iteration 39Q: 3 clusters Score -1.038862e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -10388621.000000 Penalty: 3704.064453
	Iteration 40F: 3 clusters Score -1.038862e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -10388623.000000 Penalty: 3704.064453
	Iteration 41Q: 3 clusters Score -1.038862e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -10388626.000000 Penalty: 3704.064453
	Iteration 42Q: 3 clusters Score -1.038863e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -10388631.000000 Penalty: 3704.064453
	Iteration 43Q: 3 clusters Score -1.038863e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86003 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -10388639.000000 Penalty: 3704.064453
	Iteration 44Q: 3 clusters Score -1.038864e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -10388611.000000 Penalty: 3704.064453
	Iteration 45Q: 3 clusters Score -1.038861e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -10388626.000000 Penalty: 3704.064453
	Iteration 46Q: 3 clusters Score -1.038863e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -10388620.000000 Penalty: 3704.064453
	Iteration 47Q: 3 clusters Score -1.038862e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -10388629.000000 Penalty: 3704.064453
	Iteration 48Q: 3 clusters Score -1.038863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -10388642.000000 Penalty: 3704.064453
	Iteration 49Q: 3 clusters Score -1.038864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -10388646.000000 Penalty: 3704.064453
	Iteration 50Q: 3 clusters Score -1.038865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -10388638.000000 Penalty: 3704.064453
	Iteration 51Q: 3 clusters Score -1.038864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -10388625.000000 Penalty: 3704.064453
	Iteration 52Q: 3 clusters Score -1.038862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -10388630.000000 Penalty: 3704.064453
	Iteration 53Q: 3 clusters Score -1.038863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86295 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -10388607.000000 Penalty: 3704.064453
	Iteration 54Q: 3 clusters Score -1.038861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86319 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -10388610.000000 Penalty: 3704.064453
	Iteration 55Q: 3 clusters Score -1.038861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -10388602.000000 Penalty: 3704.064453
	Iteration 56Q: 3 clusters Score -1.03886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -10388583.000000 Penalty: 3704.064453
	Iteration 57Q: 3 clusters Score -1.038858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86386 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -10388587.000000 Penalty: 3704.064453
	Iteration 58Q: 3 clusters Score -1.038859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -10388584.000000 Penalty: 3704.064453
	Iteration 59Q: 3 clusters Score -1.038858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -10388578.000000 Penalty: 3704.064453
	Iteration 60F: 3 clusters Score -1.038858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -10388588.000000 Penalty: 3704.064453
	Iteration 61Q: 3 clusters Score -1.038859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86463 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -10388582.000000 Penalty: 3704.064453
	Iteration 62Q: 3 clusters Score -1.038858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -10388582.000000 Penalty: 3704.064453
	Iteration 63Q: 3 clusters Score -1.038858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86491 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -10388580.000000 Penalty: 3704.064453
	Iteration 64Q: 3 clusters Score -1.038858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86504 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -10388572.000000 Penalty: 3704.064453
	Iteration 65Q: 3 clusters Score -1.038857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -10388568.000000 Penalty: 3704.064453
	Iteration 66Q: 3 clusters Score -1.038857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -10388558.000000 Penalty: 3704.064453
	Iteration 67Q: 3 clusters Score -1.038856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -10388565.000000 Penalty: 3704.064453
	Iteration 68Q: 3 clusters Score -1.038856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -10388568.000000 Penalty: 3704.064453
	Iteration 69Q: 3 clusters Score -1.038857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -10388574.000000 Penalty: 3704.064453
	Iteration 70Q: 3 clusters Score -1.038857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -10388568.000000 Penalty: 3704.064453
	Iteration 71Q: 3 clusters Score -1.038857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -10388560.000000 Penalty: 3704.064453
	Iteration 72Q: 3 clusters Score -1.038856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -10388559.000000 Penalty: 3704.064453
	Iteration 73Q: 3 clusters Score -1.038856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -10388568.000000 Penalty: 3704.064453
	Iteration 74Q: 3 clusters Score -1.038857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10388568.000000 Penalty: 3704.064453
	Iteration 75Q: 3 clusters Score -1.038857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -10388558.000000 Penalty: 3704.064453
	Iteration 76Q: 3 clusters Score -1.038856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -10388562.000000 Penalty: 3704.064453
	Iteration 77Q: 3 clusters Score -1.038856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86614 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -10388554.000000 Penalty: 3704.064453
	Iteration 78Q: 3 clusters Score -1.038855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86622 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -10388556.000000 Penalty: 3704.064453
	Iteration 79Q: 3 clusters Score -1.038856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -10388557.000000 Penalty: 3704.064453
	Iteration 80F: 3 clusters Score -1.038856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -10388557.000000 Penalty: 3704.064453
	Iteration 81Q: 3 clusters Score -1.038856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10388554.000000 Penalty: 3704.064453
	Iteration 82Q: 3 clusters Score -1.038855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -10388549.000000 Penalty: 3704.064453
	Iteration 83Q: 3 clusters Score -1.038855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -10388544.000000 Penalty: 3704.064453
	Iteration 84Q: 3 clusters Score -1.038854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -10388533.000000 Penalty: 3704.064453
	Iteration 85Q: 3 clusters Score -1.038853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -10388534.000000 Penalty: 3704.064453
	Iteration 86Q: 3 clusters Score -1.038853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10388528.000000 Penalty: 3704.064453
	Iteration 87Q: 3 clusters Score -1.038853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10388528.000000 Penalty: 3704.064453
	Iteration 88F: 3 clusters Score -1.038853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 112660 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 34419 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 86642 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 130289 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63708 members 
Mstep: Class 14 contains 14131 members 
Mstep: Class 15 contains 28761 members 
Mstep: Class 16 contains 58062 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83629 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5501 members 
Mstep: Class 22 contains 82471 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 2423 members 
Entering Unmasked Estep 
Score: -86209760.000000 Penalty: 57207.613281
Splitting cluster 8 changes total score from -86210392.000000 to -86209760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -268315.906250 Penalty: 1264.434937
	Iteration 0F: 2 clusters Score -268315.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -265983.187500 Penalty: 2528.869873
	Iteration 0F: 3 clusters Score -265983.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -266569.718750 Penalty: 2528.869873
	Iteration 1F: 3 clusters Score -266569.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -266669.031250 Penalty: 2528.869873
	Iteration 2F: 3 clusters Score -266669 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -266726.781250 Penalty: 2528.869873
	Iteration 3Q: 3 clusters Score -266726.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -266775.093750 Penalty: 2528.869873
	Iteration 4Q: 3 clusters Score -266775.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -266801.281250 Penalty: 2528.869873
	Iteration 5Q: 3 clusters Score -266801.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -266826.218750 Penalty: 2528.869873
	Iteration 6Q: 3 clusters Score -266826.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -266843.281250 Penalty: 2528.869873
	Iteration 7Q: 3 clusters Score -266843.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -266856.593750 Penalty: 2528.869873
	Iteration 8Q: 3 clusters Score -266856.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -266866.281250 Penalty: 2528.869873
	Iteration 9Q: 3 clusters Score -266866.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -266871.937500 Penalty: 2528.869873
	Iteration 10Q: 3 clusters Score -266871.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -266880.250000 Penalty: 2528.869873
	Iteration 11Q: 3 clusters Score -266880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -266883.812500 Penalty: 2528.869873
	Iteration 12Q: 3 clusters Score -266883.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -266887.531250 Penalty: 2528.869873
	Iteration 13Q: 3 clusters Score -266887.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -266893.000000 Penalty: 2528.869873
	Iteration 14Q: 3 clusters Score -266893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -266899.156250 Penalty: 2528.869873
	Iteration 15Q: 3 clusters Score -266899.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -266904.531250 Penalty: 2528.869873
	Iteration 16Q: 3 clusters Score -266904.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -266909.031250 Penalty: 2528.869873
	Iteration 17Q: 3 clusters Score -266909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -266914.875000 Penalty: 2528.869873
	Iteration 18Q: 3 clusters Score -266914.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -266918.843750 Penalty: 2528.869873
	Iteration 19Q: 3 clusters Score -266918.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -266927.093750 Penalty: 2528.869873
	Iteration 20F: 3 clusters Score -266927.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -266936.812500 Penalty: 2528.869873
	Iteration 21Q: 3 clusters Score -266936.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -266945.500000 Penalty: 2528.869873
	Iteration 22Q: 3 clusters Score -266945.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -266952.875000 Penalty: 2528.869873
	Iteration 23Q: 3 clusters Score -266952.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -266962.375000 Penalty: 2528.869873
	Iteration 24Q: 3 clusters Score -266962.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -266970.531250 Penalty: 2528.869873
	Iteration 25Q: 3 clusters Score -266970.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -266978.812500 Penalty: 2528.869873
	Iteration 26Q: 3 clusters Score -266978.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -266986.625000 Penalty: 2528.869873
	Iteration 27Q: 3 clusters Score -266986.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -266995.156250 Penalty: 2528.869873
	Iteration 28Q: 3 clusters Score -266995.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -267007.906250 Penalty: 2528.869873
	Iteration 29Q: 3 clusters Score -267007.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -267017.750000 Penalty: 2528.869873
	Iteration 30Q: 3 clusters Score -267017.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -267026.906250 Penalty: 2528.869873
	Iteration 31Q: 3 clusters Score -267026.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -267031.781250 Penalty: 2528.869873
	Iteration 32Q: 3 clusters Score -267031.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -267038.781250 Penalty: 2528.869873
	Iteration 33Q: 3 clusters Score -267038.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -267045.593750 Penalty: 2528.869873
	Iteration 34Q: 3 clusters Score -267045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -267053.468750 Penalty: 2528.869873
	Iteration 35Q: 3 clusters Score -267053.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -267059.468750 Penalty: 2528.869873
	Iteration 36Q: 3 clusters Score -267059.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -267068.906250 Penalty: 2528.869873
	Iteration 37Q: 3 clusters Score -267068.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -267076.843750 Penalty: 2528.869873
	Iteration 38Q: 3 clusters Score -267076.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -267084.062500 Penalty: 2528.869873
	Iteration 39Q: 3 clusters Score -267084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -267087.250000 Penalty: 2528.869873
	Iteration 40F: 3 clusters Score -267087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -267091.906250 Penalty: 2528.869873
	Iteration 41Q: 3 clusters Score -267091.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -267098.937500 Penalty: 2528.869873
	Iteration 42Q: 3 clusters Score -267098.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -267104.187500 Penalty: 2528.869873
	Iteration 43Q: 3 clusters Score -267104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -267108.562500 Penalty: 2528.869873
	Iteration 44Q: 3 clusters Score -267108.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -267111.343750 Penalty: 2528.869873
	Iteration 45Q: 3 clusters Score -267111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -267112.187500 Penalty: 2528.869873
	Iteration 46Q: 3 clusters Score -267112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -267112.718750 Penalty: 2528.869873
	Iteration 47Q: 3 clusters Score -267112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -267112.687500 Penalty: 2528.869873
	Iteration 48Q: 3 clusters Score -267112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -267112.687500 Penalty: 2528.869873
	Iteration 49F: 3 clusters Score -267112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -427291.593750 Penalty: 1334.806519
	Iteration 0F: 2 clusters Score -427291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -424215.750000 Penalty: 2669.613037
	Iteration 0F: 3 clusters Score -424215.8 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -425044.000000 Penalty: 2669.613037
	Iteration 1F: 3 clusters Score -425044 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -425221.250000 Penalty: 2669.613037
	Iteration 2F: 3 clusters Score -425221.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -425341.562500 Penalty: 2669.613037
	Iteration 3Q: 3 clusters Score -425341.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -425433.968750 Penalty: 2669.613037
	Iteration 4Q: 3 clusters Score -425434 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -425516.593750 Penalty: 2669.613037
	Iteration 5Q: 3 clusters Score -425516.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -425589.562500 Penalty: 2669.613037
	Iteration 6Q: 3 clusters Score -425589.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -425665.750000 Penalty: 2669.613037
	Iteration 7Q: 3 clusters Score -425665.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -425744.875000 Penalty: 2669.613037
	Iteration 8Q: 3 clusters Score -425744.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -425811.875000 Penalty: 2669.613037
	Iteration 9Q: 3 clusters Score -425811.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -425873.968750 Penalty: 2669.613037
	Iteration 10Q: 3 clusters Score -425874 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -425931.593750 Penalty: 2669.613037
	Iteration 11Q: 3 clusters Score -425931.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -425984.500000 Penalty: 2669.613037
	Iteration 12Q: 3 clusters Score -425984.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -426032.093750 Penalty: 2669.613037
	Iteration 13Q: 3 clusters Score -426032.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -426087.875000 Penalty: 2669.613037
	Iteration 14Q: 3 clusters Score -426087.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -426140.750000 Penalty: 2669.613037
	Iteration 15Q: 3 clusters Score -426140.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -426201.031250 Penalty: 2669.613037
	Iteration 16Q: 3 clusters Score -426201 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -426249.687500 Penalty: 2669.613037
	Iteration 17Q: 3 clusters Score -426249.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -426294.343750 Penalty: 2669.613037
	Iteration 18Q: 3 clusters Score -426294.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -426333.187500 Penalty: 2669.613037
	Iteration 19Q: 3 clusters Score -426333.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -426359.437500 Penalty: 2669.613037
	Iteration 20F: 3 clusters Score -426359.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -426373.281250 Penalty: 2669.613037
	Iteration 21Q: 3 clusters Score -426373.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -426387.312500 Penalty: 2669.613037
	Iteration 22Q: 3 clusters Score -426387.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -426392.375000 Penalty: 2669.613037
	Iteration 23Q: 3 clusters Score -426392.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -426399.843750 Penalty: 2669.613037
	Iteration 24Q: 3 clusters Score -426399.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -426402.468750 Penalty: 2669.613037
	Iteration 25Q: 3 clusters Score -426402.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -426403.937500 Penalty: 2669.613037
	Iteration 26Q: 3 clusters Score -426403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -426404.281250 Penalty: 2669.613037
	Iteration 27Q: 3 clusters Score -426404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -426404.687500 Penalty: 2669.613037
	Iteration 28Q: 3 clusters Score -426404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -426405.937500 Penalty: 2669.613037
	Iteration 29Q: 3 clusters Score -426405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -426408.062500 Penalty: 2669.613037
	Iteration 30Q: 3 clusters Score -426408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -426409.468750 Penalty: 2669.613037
	Iteration 31Q: 3 clusters Score -426409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -426412.937500 Penalty: 2669.613037
	Iteration 32Q: 3 clusters Score -426412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -426414.093750 Penalty: 2669.613037
	Iteration 33Q: 3 clusters Score -426414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -426414.906250 Penalty: 2669.613037
	Iteration 34Q: 3 clusters Score -426414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -426415.437500 Penalty: 2669.613037
	Iteration 35Q: 3 clusters Score -426415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -426416.000000 Penalty: 2669.613037
	Iteration 36Q: 3 clusters Score -426416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -426416.781250 Penalty: 2669.613037
	Iteration 37Q: 3 clusters Score -426416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -426416.781250 Penalty: 2669.613037
	Iteration 38F: 3 clusters Score -426416.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130289 members 
Entering Unmasked Estep 
Score: -14985025.000000 Penalty: 1913.845459
	Iteration 0F: 2 clusters Score -1.498502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -14902589.000000 Penalty: 3827.690918
	Iteration 0F: 3 clusters Score -1.490259e+07 nChanged 62762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -14939732.000000 Penalty: 3827.690918
	Iteration 1F: 3 clusters Score -1.493973e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -14941121.000000 Penalty: 3827.690918
	Iteration 2Q: 3 clusters Score -1.494112e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -14943545.000000 Penalty: 3827.690918
	Iteration 3Q: 3 clusters Score -1.494354e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -14947856.000000 Penalty: 3827.690918
	Iteration 4F: 3 clusters Score -1.494786e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -14955296.000000 Penalty: 3827.690918
	Iteration 5F: 3 clusters Score -1.49553e+07 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 109112 members 
Entering Unmasked Estep 
Score: -14965920.000000 Penalty: 3827.690918
	Iteration 6F: 3 clusters Score -1.496592e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 119686 members 
Entering Unmasked Estep 
Score: -14975235.000000 Penalty: 3827.690918
	Iteration 7F: 3 clusters Score -1.497524e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -14980568.000000 Penalty: 3827.690918
	Iteration 8F: 3 clusters Score -1.498057e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 129006 members 
Entering Unmasked Estep 
Score: -14982446.000000 Penalty: 3827.690918
	Iteration 9Q: 3 clusters Score -1.498245e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 129812 members 
Entering Unmasked Estep 
Score: -14982954.000000 Penalty: 3827.690918
	Iteration 10Q: 3 clusters Score -1.498295e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 130051 members 
Entering Unmasked Estep 
Score: -14983150.000000 Penalty: 3827.690918
	Iteration 11Q: 3 clusters Score -1.498315e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 130101 members 
Entering Unmasked Estep 
Score: -14983217.000000 Penalty: 3827.690918
	Iteration 12Q: 3 clusters Score -1.498322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130122 members 
Entering Unmasked Estep 
Score: -14983273.000000 Penalty: 3827.690918
	Iteration 13Q: 3 clusters Score -1.498327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130129 members 
Entering Unmasked Estep 
Score: -14983295.000000 Penalty: 3827.690918
	Iteration 14Q: 3 clusters Score -1.49833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 130131 members 
Entering Unmasked Estep 
Score: -14983311.000000 Penalty: 3827.690918
	Iteration 15Q: 3 clusters Score -1.498331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 130133 members 
Entering Unmasked Estep 
Score: -14983335.000000 Penalty: 3827.690918
	Iteration 16Q: 3 clusters Score -1.498334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 130139 members 
Entering Unmasked Estep 
Score: -14983347.000000 Penalty: 3827.690918
	Iteration 17Q: 3 clusters Score -1.498335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130142 members 
Entering Unmasked Estep 
Score: -14983359.000000 Penalty: 3827.690918
	Iteration 18Q: 3 clusters Score -1.498336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130142 members 
Entering Unmasked Estep 
Score: -14983367.000000 Penalty: 3827.690918
	Iteration 19Q: 3 clusters Score -1.498337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130142 members 
Entering Unmasked Estep 
Score: -14983367.000000 Penalty: 3827.690918
	Iteration 20F: 3 clusters Score -1.498337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -14353.781250 Penalty: 856.862488
	Iteration 0F: 2 clusters Score -14353.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13767.530273 Penalty: 1713.724976
	Iteration 0F: 3 clusters Score -13767.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13920.479492 Penalty: 1713.724976
	Iteration 1F: 3 clusters Score -13920.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13948.946289 Penalty: 1713.724976
	Iteration 2Q: 3 clusters Score -13948.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13957.024414 Penalty: 1713.724976
	Iteration 3Q: 3 clusters Score -13957.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13961.657227 Penalty: 1713.724976
	Iteration 4Q: 3 clusters Score -13961.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13982.091797 Penalty: 1713.724976
	Iteration 5Q: 3 clusters Score -13982.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14021.376953 Penalty: 1713.724976
	Iteration 6Q: 3 clusters Score -14021.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14147.350586 Penalty: 1713.724976
	Iteration 7F: 3 clusters Score -14147.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14204.210938 Penalty: 1713.724976
	Iteration 8F: 3 clusters Score -14204.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14281.371094 Penalty: 1713.724976
	Iteration 9Q: 3 clusters Score -14281.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14415.120117 Penalty: 1713.724976
	Iteration 10Q: 3 clusters Score -14415.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14418.572266 Penalty: 1713.724976
	Iteration 11Q: 3 clusters Score -14418.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14420.684570 Penalty: 1713.724976
	Iteration 12Q: 3 clusters Score -14420.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14422.443359 Penalty: 1713.724976
	Iteration 13Q: 3 clusters Score -14422.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14422.443359 Penalty: 1713.724976
	Iteration 14F: 3 clusters Score -14422.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 112660 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 34419 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89065 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 130289 members 
Mstep: Class 12 contains 57 members 
Mstep: Class 13 contains 63708 members 
Mstep: Class 14 contains 14131 members 
Mstep: Class 15 contains 28761 members 
Mstep: Class 16 contains 58062 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83629 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5501 members 
Mstep: Class 22 contains 82471 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 138 members 
Entering Unmasked Estep 
Score: -86209160.000000 Penalty: 57207.613281
Splitting cluster 12 changes total score from -86210392.000000 to -86209160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (63708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Entering Unmasked Estep 
Score: -7419864.000000 Penalty: 1797.585571
	Iteration 0F: 2 clusters Score -7419864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -7377171.000000 Penalty: 3595.171143
	Iteration 0F: 3 clusters Score -7377171 nChanged 30256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -7394708.500000 Penalty: 3595.171143
	Iteration 1F: 3 clusters Score -7394708 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -7395603.000000 Penalty: 3595.171143
	Iteration 2Q: 3 clusters Score -7395603 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -7396899.000000 Penalty: 3595.171143
	Iteration 3Q: 3 clusters Score -7396899 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -7399046.000000 Penalty: 3595.171143
	Iteration 4F: 3 clusters Score -7399046 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -7402472.500000 Penalty: 3595.171143
	Iteration 5F: 3 clusters Score -7402472 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7406843 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7411388 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -7414705.500000 Penalty: 3595.171143
	Iteration 8F: 3 clusters Score -7414706 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -7416558.000000 Penalty: 3595.171143
	Iteration 9Q: 3 clusters Score -7416558 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -7417491.000000 Penalty: 3595.171143
	Iteration 10Q: 3 clusters Score -7417491 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7417881 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -7418084.500000 Penalty: 3595.171143
	Iteration 12Q: 3 clusters Score -7418084 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -7418235.500000 Penalty: 3595.171143
	Iteration 13Q: 3 clusters Score -7418236 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -7418343.500000 Penalty: 3595.171143
	Iteration 14Q: 3 clusters Score -7418344 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -7418426.500000 Penalty: 3595.171143
	Iteration 15Q: 3 clusters Score -7418426 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -7418468.500000 Penalty: 3595.171143
	Iteration 16Q: 3 clusters Score -7418468 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -7418532.500000 Penalty: 3595.171143
	Iteration 17Q: 3 clusters Score -7418532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -7418574.500000 Penalty: 3595.171143
	Iteration 18Q: 3 clusters Score -7418574 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -7418609.000000 Penalty: 3595.171143
	Iteration 19Q: 3 clusters Score -7418609 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -7418631.500000 Penalty: 3595.171143
	Iteration 20F: 3 clusters Score -7418632 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -7418672.500000 Penalty: 3595.171143
	Iteration 21Q: 3 clusters Score -7418672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -7418712.500000 Penalty: 3595.171143
	Iteration 22Q: 3 clusters Score -7418712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -7418736.500000 Penalty: 3595.171143
	Iteration 23Q: 3 clusters Score -7418736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -7418778.000000 Penalty: 3595.171143
	Iteration 24Q: 3 clusters Score -7418778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -7418779.000000 Penalty: 3595.171143
	Iteration 25Q: 3 clusters Score -7418779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -7418802.500000 Penalty: 3595.171143
	Iteration 26Q: 3 clusters Score -7418802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -7418813.000000 Penalty: 3595.171143
	Iteration 27Q: 3 clusters Score -7418813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -7418820.500000 Penalty: 3595.171143
	Iteration 28Q: 3 clusters Score -7418820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
Score: -7418828.500000 Penalty: 3595.171143
	Iteration 29Q: 3 clusters Score -7418828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -7418843.000000 Penalty: 3595.171143
	Iteration 30Q: 3 clusters Score -7418843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -7418858.000000 Penalty: 3595.171143
	Iteration 31Q: 3 clusters Score -7418858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -7418880.000000 Penalty: 3595.171143
	Iteration 32Q: 3 clusters Score -7418880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -7418897.000000 Penalty: 3595.171143
	Iteration 33Q: 3 clusters Score -7418897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -7418911.500000 Penalty: 3595.171143
	Iteration 34Q: 3 clusters Score -7418912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -7418915.000000 Penalty: 3595.171143
	Iteration 35Q: 3 clusters Score -7418915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -7418923.500000 Penalty: 3595.171143
	Iteration 36Q: 3 clusters Score -7418924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -7418935.000000 Penalty: 3595.171143
	Iteration 37Q: 3 clusters Score -7418935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -7418924.500000 Penalty: 3595.171143
	Iteration 38Q: 3 clusters Score -7418924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -7418926.000000 Penalty: 3595.171143
	Iteration 39Q: 3 clusters Score -7418926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -7418941.500000 Penalty: 3595.171143
	Iteration 40F: 3 clusters Score -7418942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7418936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -7418947.500000 Penalty: 3595.171143
	Iteration 42Q: 3 clusters Score -7418948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -7418939.000000 Penalty: 3595.171143
	Iteration 43Q: 3 clusters Score -7418939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -7418943.000000 Penalty: 3595.171143
	Iteration 44Q: 3 clusters Score -7418943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -7418937.000000 Penalty: 3595.171143
	Iteration 45Q: 3 clusters Score -7418937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -7418943.000000 Penalty: 3595.171143
	Iteration 46Q: 3 clusters Score -7418943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -7418950.000000 Penalty: 3595.171143
	Iteration 47Q: 3 clusters Score -7418950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -7418944.500000 Penalty: 3595.171143
	Iteration 48Q: 3 clusters Score -7418944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -7418941.500000 Penalty: 3595.171143
	Iteration 49Q: 3 clusters Score -7418942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -7418947.000000 Penalty: 3595.171143
	Iteration 50Q: 3 clusters Score -7418947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -7418949.500000 Penalty: 3595.171143
	Iteration 51Q: 3 clusters Score -7418950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -7418955.000000 Penalty: 3595.171143
	Iteration 52Q: 3 clusters Score -7418955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -7418952.500000 Penalty: 3595.171143
	Iteration 53Q: 3 clusters Score -7418952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -7418955.500000 Penalty: 3595.171143
	Iteration 54Q: 3 clusters Score -7418956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -7418952.000000 Penalty: 3595.171143
	Iteration 55Q: 3 clusters Score -7418952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -7418954.500000 Penalty: 3595.171143
	Iteration 56Q: 3 clusters Score -7418954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -7418959.000000 Penalty: 3595.171143
	Iteration 57Q: 3 clusters Score -7418959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -7418959.000000 Penalty: 3595.171143
	Iteration 58Q: 3 clusters Score -7418959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -7418955.000000 Penalty: 3595.171143
	Iteration 59Q: 3 clusters Score -7418955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -7418958.000000 Penalty: 3595.171143
	Iteration 60F: 3 clusters Score -7418958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -7418955.000000 Penalty: 3595.171143
	Iteration 61Q: 3 clusters Score -7418955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -7418957.500000 Penalty: 3595.171143
	Iteration 62Q: 3 clusters Score -7418958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -7418961.500000 Penalty: 3595.171143
	Iteration 63Q: 3 clusters Score -7418962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -7418966.500000 Penalty: 3595.171143
	Iteration 64Q: 3 clusters Score -7418966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -7418961.500000 Penalty: 3595.171143
	Iteration 65Q: 3 clusters Score -7418962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -7418977.000000 Penalty: 3595.171143
	Iteration 66Q: 3 clusters Score -7418977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -7418974.000000 Penalty: 3595.171143
	Iteration 67Q: 3 clusters Score -7418974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -7418980.000000 Penalty: 3595.171143
	Iteration 68Q: 3 clusters Score -7418980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -7418984.500000 Penalty: 3595.171143
	Iteration 69Q: 3 clusters Score -7418984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -7418984.500000 Penalty: 3595.171143
	Iteration 70Q: 3 clusters Score -7418984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -7418993.500000 Penalty: 3595.171143
	Iteration 71Q: 3 clusters Score -7418994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -7418990.500000 Penalty: 3595.171143
	Iteration 72Q: 3 clusters Score -7418990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -7418988.500000 Penalty: 3595.171143
	Iteration 73Q: 3 clusters Score -7418988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -7418994.500000 Penalty: 3595.171143
	Iteration 74Q: 3 clusters Score -7418994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -7419002.000000 Penalty: 3595.171143
	Iteration 75Q: 3 clusters Score -7419002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -7419000.500000 Penalty: 3595.171143
	Iteration 76Q: 3 clusters Score -7419000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -7418995.500000 Penalty: 3595.171143
	Iteration 77Q: 3 clusters Score -7418996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -7418999.500000 Penalty: 3595.171143
	Iteration 78Q: 3 clusters Score -7419000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -7419001.500000 Penalty: 3595.171143
	Iteration 79Q: 3 clusters Score -7419002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -7418999.500000 Penalty: 3595.171143
	Iteration 80F: 3 clusters Score -7419000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -7418992.000000 Penalty: 3595.171143
	Iteration 81Q: 3 clusters Score -7418992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -7418997.000000 Penalty: 3595.171143
	Iteration 82Q: 3 clusters Score -7418997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -7418998.000000 Penalty: 3595.171143
	Iteration 83Q: 3 clusters Score -7418998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -7419009.500000 Penalty: 3595.171143
	Iteration 84Q: 3 clusters Score -7419010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -7419014.000000 Penalty: 3595.171143
	Iteration 85Q: 3 clusters Score -7419014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -7419016.000000 Penalty: 3595.171143
	Iteration 86Q: 3 clusters Score -7419016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -7419012.000000 Penalty: 3595.171143
	Iteration 87Q: 3 clusters Score -7419012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -7419013.000000 Penalty: 3595.171143
	Iteration 88Q: 3 clusters Score -7419013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -7419009.500000 Penalty: 3595.171143
	Iteration 89Q: 3 clusters Score -7419010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -7419011.500000 Penalty: 3595.171143
	Iteration 90Q: 3 clusters Score -7419012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -7419014.500000 Penalty: 3595.171143
	Iteration 91Q: 3 clusters Score -7419014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -7419019.000000 Penalty: 3595.171143
	Iteration 92Q: 3 clusters Score -7419019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -7419021.500000 Penalty: 3595.171143
	Iteration 93Q: 3 clusters Score -7419022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -7419021.500000 Penalty: 3595.171143
	Iteration 94F: 3 clusters Score -7419022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14131 members 
Entering Unmasked Estep 
Score: -1643786.750000 Penalty: 1552.870605
	Iteration 0F: 2 clusters Score -1643787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6090 members 
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Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1641205 nChanged 239
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Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1641269 nChanged 183
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Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1641319 nChanged 144
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Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1641344 nChanged 121
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Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1641370 nChanged 94
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Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1641384 nChanged 104
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Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1641413 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1641431 nChanged 79
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Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1641445 nChanged 89
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Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1641464 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1641476 nChanged 80
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Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1641493 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1641507 nChanged 66
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Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1641515.750000 Penalty: 3105.741211
	Iteration 25Q: 3 clusters Score -1641516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1641523 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1641538 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1641538 nChanged 52
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Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1641546 nChanged 39
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Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1641551 nChanged 36
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Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1641553 nChanged 38
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Mstep: Class 1 contains 6466 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1641564 nChanged 45
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Mstep: Class 1 contains 6423 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1641563 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1641574 nChanged 50
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Mstep: Class 1 contains 6338 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1641575 nChanged 58
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Mstep: Class 1 contains 6284 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1641582 nChanged 45
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Mstep: Class 1 contains 6241 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1641590 nChanged 56
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Mstep: Class 1 contains 6191 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1641602 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1641611 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1641625.875000 Penalty: 3105.741211
	Iteration 40F: 3 clusters Score -1641626 nChanged 74
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Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1641635 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1641651 nChanged 75
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Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 8270 members 
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	Iteration 43Q: 3 clusters Score -1641662 nChanged 72
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Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8338 members 
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	Iteration 44Q: 3 clusters Score -1641673 nChanged 67
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Mstep: Class 1 contains 5726 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1641680 nChanged 63
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Mstep: Class 1 contains 5667 members 
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	Iteration 46Q: 3 clusters Score -1641693 nChanged 66
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Mstep: Class 1 contains 5605 members 
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	Iteration 47Q: 3 clusters Score -1641701 nChanged 60
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Mstep: Class 1 contains 5545 members 
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	Iteration 48Q: 3 clusters Score -1641712 nChanged 65
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Mstep: Class 1 contains 5486 members 
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	Iteration 49Q: 3 clusters Score -1641722 nChanged 63
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Mstep: Class 1 contains 5429 members 
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	Iteration 50Q: 3 clusters Score -1641727 nChanged 62
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Mstep: Class 1 contains 5369 members 
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	Iteration 51Q: 3 clusters Score -1641728 nChanged 45
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Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1641743 nChanged 39
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Mstep: Class 1 contains 5287 members 
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	Iteration 53Q: 3 clusters Score -1641748 nChanged 41
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Mstep: Class 1 contains 5246 members 
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	Iteration 54Q: 3 clusters Score -1641760 nChanged 46
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Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 8931 members 
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	Iteration 55Q: 3 clusters Score -1641761 nChanged 49
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Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 8976 members 
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	Iteration 56Q: 3 clusters Score -1641764 nChanged 56
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Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9030 members 
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	Iteration 57Q: 3 clusters Score -1641776 nChanged 58
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Mstep: Class 1 contains 5045 members 
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	Iteration 58Q: 3 clusters Score -1641783 nChanged 58
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Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9144 members 
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	Iteration 59Q: 3 clusters Score -1641793 nChanged 62
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Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1641795 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1641805.875000 Penalty: 3105.741211
	Iteration 61Q: 3 clusters Score -1641806 nChanged 64
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Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1641820 nChanged 77
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Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1641833 nChanged 82
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Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 9500 members 
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	Iteration 64Q: 3 clusters Score -1641843 nChanged 88
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Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1641865 nChanged 101
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Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1641887 nChanged 106
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Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1641905 nChanged 102
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Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1641932 nChanged 124
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Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1641962.000000 Penalty: 3105.741211
	Iteration 69Q: 3 clusters Score -1641962 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1641994 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10284 members 
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Score: -1642029.125000 Penalty: 3105.741211
	Iteration 71Q: 3 clusters Score -1642029 nChanged 140
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Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1642074 nChanged 145
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Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1642110 nChanged 154
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Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1642158 nChanged 160
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Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1642206.625000 Penalty: 3105.741211
	Iteration 75Q: 3 clusters Score -1642207 nChanged 134
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Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1642243.500000 Penalty: 3105.741211
	Iteration 76Q: 3 clusters Score -1642244 nChanged 129
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Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1642287.500000 Penalty: 3105.741211
	Iteration 77Q: 3 clusters Score -1642288 nChanged 122
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Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1642325 nChanged 103
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Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1642353 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1642384 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1642422.375000 Penalty: 3105.741211
	Iteration 81Q: 3 clusters Score -1642422 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1642476 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1642527.250000 Penalty: 3105.741211
	Iteration 83Q: 3 clusters Score -1642527 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1642571.000000 Penalty: 3105.741211
	Iteration 84Q: 3 clusters Score -1642571 nChanged 119
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Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1642613.125000 Penalty: 3105.741211
	Iteration 85Q: 3 clusters Score -1642613 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1642638 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1642660 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1642678 nChanged 64
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Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1642694.000000 Penalty: 3105.741211
	Iteration 89Q: 3 clusters Score -1642694 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1642722.625000 Penalty: 3105.741211
	Iteration 90Q: 3 clusters Score -1642723 nChanged 72
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Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1642742.750000 Penalty: 3105.741211
	Iteration 91Q: 3 clusters Score -1642743 nChanged 76
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Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1642776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1642792.625000 Penalty: 3105.741211
	Iteration 93Q: 3 clusters Score -1642793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1642815.375000 Penalty: 3105.741211
	Iteration 94Q: 3 clusters Score -1642815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1642836.625000 Penalty: 3105.741211
	Iteration 95Q: 3 clusters Score -1642837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1642848.750000 Penalty: 3105.741211
	Iteration 96Q: 3 clusters Score -1642849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1642864.750000 Penalty: 3105.741211
	Iteration 97Q: 3 clusters Score -1642865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1642870.750000 Penalty: 3105.741211
	Iteration 98Q: 3 clusters Score -1642871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1642880.375000 Penalty: 3105.741211
	Iteration 99Q: 3 clusters Score -1642880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1642888.125000 Penalty: 3105.741211
	Iteration 100F: 3 clusters Score -1642888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1642898.750000 Penalty: 3105.741211
	Iteration 101Q: 3 clusters Score -1642899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1642912.000000 Penalty: 3105.741211
	Iteration 102Q: 3 clusters Score -1642912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1642917.625000 Penalty: 3105.741211
	Iteration 103Q: 3 clusters Score -1642918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1642923.000000 Penalty: 3105.741211
	Iteration 104Q: 3 clusters Score -1642923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1642923.625000 Penalty: 3105.741211
	Iteration 105Q: 3 clusters Score -1642924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1642932.625000 Penalty: 3105.741211
	Iteration 106Q: 3 clusters Score -1642933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1642937.000000 Penalty: 3105.741211
	Iteration 107Q: 3 clusters Score -1642937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1642942.375000 Penalty: 3105.741211
	Iteration 108Q: 3 clusters Score -1642942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1642951.250000 Penalty: 3105.741211
	Iteration 109Q: 3 clusters Score -1642951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1642959.875000 Penalty: 3105.741211
	Iteration 110Q: 3 clusters Score -1642960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1642967.125000 Penalty: 3105.741211
	Iteration 111Q: 3 clusters Score -1642967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1642978.375000 Penalty: 3105.741211
	Iteration 112Q: 3 clusters Score -1642978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1642989.375000 Penalty: 3105.741211
	Iteration 113Q: 3 clusters Score -1642989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1643000.125000 Penalty: 3105.741211
	Iteration 114Q: 3 clusters Score -1643000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1643017.625000 Penalty: 3105.741211
	Iteration 115Q: 3 clusters Score -1643018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1643029.875000 Penalty: 3105.741211
	Iteration 116Q: 3 clusters Score -1643030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1643042.500000 Penalty: 3105.741211
	Iteration 117Q: 3 clusters Score -1643042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1643057.125000 Penalty: 3105.741211
	Iteration 118Q: 3 clusters Score -1643057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1643066.875000 Penalty: 3105.741211
	Iteration 119Q: 3 clusters Score -1643067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1643073.625000 Penalty: 3105.741211
	Iteration 120F: 3 clusters Score -1643074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1643076.000000 Penalty: 3105.741211
	Iteration 121Q: 3 clusters Score -1643076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1643080.750000 Penalty: 3105.741211
	Iteration 122Q: 3 clusters Score -1643081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1643087.875000 Penalty: 3105.741211
	Iteration 123Q: 3 clusters Score -1643088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1643094.125000 Penalty: 3105.741211
	Iteration 124Q: 3 clusters Score -1643094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1643098.750000 Penalty: 3105.741211
	Iteration 125Q: 3 clusters Score -1643099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1643103.250000 Penalty: 3105.741211
	Iteration 126Q: 3 clusters Score -1643103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1643107.000000 Penalty: 3105.741211
	Iteration 127Q: 3 clusters Score -1643107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1643108.250000 Penalty: 3105.741211
	Iteration 128Q: 3 clusters Score -1643108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1643110.500000 Penalty: 3105.741211
	Iteration 129Q: 3 clusters Score -1643110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1643110.375000 Penalty: 3105.741211
	Iteration 130Q: 3 clusters Score -1643110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1643110.375000 Penalty: 3105.741211
	Iteration 131F: 3 clusters Score -1643110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Entering Unmasked Estep 
Score: -3216031.500000 Penalty: 1668.350952
	Iteration 0F: 2 clusters Score -3216032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3196753.000000 Penalty: 3336.701904
	Iteration 0F: 3 clusters Score -3196753 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3204015.250000 Penalty: 3336.701904
	Iteration 1F: 3 clusters Score -3204015 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3204362.250000 Penalty: 3336.701904
	Iteration 2Q: 3 clusters Score -3204362 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3204691.000000 Penalty: 3336.701904
	Iteration 3Q: 3 clusters Score -3204691 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3205036.250000 Penalty: 3336.701904
	Iteration 4Q: 3 clusters Score -3205036 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3205447.000000 Penalty: 3336.701904
	Iteration 5Q: 3 clusters Score -3205447 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3205983.500000 Penalty: 3336.701904
	Iteration 6Q: 3 clusters Score -3205984 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3206685.750000 Penalty: 3336.701904
	Iteration 7Q: 3 clusters Score -3206686 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3207694.000000 Penalty: 3336.701904
	Iteration 8F: 3 clusters Score -3207694 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3208857.750000 Penalty: 3336.701904
	Iteration 9F: 3 clusters Score -3208858 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3209943.250000 Penalty: 3336.701904
	Iteration 10F: 3 clusters Score -3209943 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3210753.000000 Penalty: 3336.701904
	Iteration 11Q: 3 clusters Score -3210753 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3211341.000000 Penalty: 3336.701904
	Iteration 12Q: 3 clusters Score -3211341 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3211809.500000 Penalty: 3336.701904
	Iteration 13Q: 3 clusters Score -3211810 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3212208.000000 Penalty: 3336.701904
	Iteration 14Q: 3 clusters Score -3212208 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3212606.500000 Penalty: 3336.701904
	Iteration 15Q: 3 clusters Score -3212606 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3212969.250000 Penalty: 3336.701904
	Iteration 16Q: 3 clusters Score -3212969 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3213346.250000 Penalty: 3336.701904
	Iteration 17Q: 3 clusters Score -3213346 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3213644.750000 Penalty: 3336.701904
	Iteration 18Q: 3 clusters Score -3213645 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3213865.750000 Penalty: 3336.701904
	Iteration 19Q: 3 clusters Score -3213866 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3213996.250000 Penalty: 3336.701904
	Iteration 20F: 3 clusters Score -3213996 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3214117.000000 Penalty: 3336.701904
	Iteration 21Q: 3 clusters Score -3214117 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3214231.000000 Penalty: 3336.701904
	Iteration 22Q: 3 clusters Score -3214231 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3214327.250000 Penalty: 3336.701904
	Iteration 23Q: 3 clusters Score -3214327 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3214397.000000 Penalty: 3336.701904
	Iteration 24Q: 3 clusters Score -3214397 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3214460.250000 Penalty: 3336.701904
	Iteration 25Q: 3 clusters Score -3214460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3214501.000000 Penalty: 3336.701904
	Iteration 26Q: 3 clusters Score -3214501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3214523.750000 Penalty: 3336.701904
	Iteration 27Q: 3 clusters Score -3214524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3214545.750000 Penalty: 3336.701904
	Iteration 28Q: 3 clusters Score -3214546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3214558.500000 Penalty: 3336.701904
	Iteration 29Q: 3 clusters Score -3214558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3214570.250000 Penalty: 3336.701904
	Iteration 30Q: 3 clusters Score -3214570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3214574.500000 Penalty: 3336.701904
	Iteration 31Q: 3 clusters Score -3214574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3214583.750000 Penalty: 3336.701904
	Iteration 32Q: 3 clusters Score -3214584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3214596.000000 Penalty: 3336.701904
	Iteration 33Q: 3 clusters Score -3214596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3214606.250000 Penalty: 3336.701904
	Iteration 34Q: 3 clusters Score -3214606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3214610.000000 Penalty: 3336.701904
	Iteration 35Q: 3 clusters Score -3214610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3214617.000000 Penalty: 3336.701904
	Iteration 36Q: 3 clusters Score -3214617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3214619.250000 Penalty: 3336.701904
	Iteration 37Q: 3 clusters Score -3214619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3214618.750000 Penalty: 3336.701904
	Iteration 38Q: 3 clusters Score -3214619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3214618.750000 Penalty: 3336.701904
	Iteration 39F: 3 clusters Score -3214619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Entering Unmasked Estep 
Score: -6843025.500000 Penalty: 1782.505859
	Iteration 0F: 2 clusters Score -6843026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -6803998.500000 Penalty: 3565.011719
	Iteration 0F: 3 clusters Score -6803998 nChanged 27466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -6819429.000000 Penalty: 3565.011719
	Iteration 1F: 3 clusters Score -6819429 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -6819864.000000 Penalty: 3565.011719
	Iteration 2Q: 3 clusters Score -6819864 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -6820340.500000 Penalty: 3565.011719
	Iteration 3Q: 3 clusters Score -6820340 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -6821037.000000 Penalty: 3565.011719
	Iteration 4Q: 3 clusters Score -6821037 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -6822174.500000 Penalty: 3565.011719
	Iteration 5Q: 3 clusters Score -6822174 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -6824134.500000 Penalty: 3565.011719
	Iteration 6F: 3 clusters Score -6824134 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -6827663.000000 Penalty: 3565.011719
	Iteration 7F: 3 clusters Score -6827663 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -6832638.000000 Penalty: 3565.011719
	Iteration 8F: 3 clusters Score -6832638 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -6837423.500000 Penalty: 3565.011719
	Iteration 9F: 3 clusters Score -6837424 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6840038.000000 Penalty: 3565.011719
	Iteration 10Q: 3 clusters Score -6840038 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6840966.000000 Penalty: 3565.011719
	Iteration 11Q: 3 clusters Score -6840966 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6841247.000000 Penalty: 3565.011719
	Iteration 12Q: 3 clusters Score -6841247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6841364.000000 Penalty: 3565.011719
	Iteration 13Q: 3 clusters Score -6841364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6841401.500000 Penalty: 3565.011719
	Iteration 14Q: 3 clusters Score -6841402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6841425.500000 Penalty: 3565.011719
	Iteration 15Q: 3 clusters Score -6841426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6841443.000000 Penalty: 3565.011719
	Iteration 16Q: 3 clusters Score -6841443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6841448.000000 Penalty: 3565.011719
	Iteration 17Q: 3 clusters Score -6841448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6841458.500000 Penalty: 3565.011719
	Iteration 18Q: 3 clusters Score -6841458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6841458.500000 Penalty: 3565.011719
	Iteration 19F: 3 clusters Score -6841458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -40699.496094 Penalty: 974.827209
	Iteration 0F: 2 clusters Score -40699.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39688.445312 Penalty: 1949.654419
	Iteration 0F: 3 clusters Score -39688.45 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39865.300781 Penalty: 1949.654419
	Iteration 1F: 3 clusters Score -39865.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39922.671875 Penalty: 1949.654419
	Iteration 2F: 3 clusters Score -39922.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39960.785156 Penalty: 1949.654419
	Iteration 3Q: 3 clusters Score -39960.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39983.601562 Penalty: 1949.654419
	Iteration 4Q: 3 clusters Score -39983.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40000.605469 Penalty: 1949.654419
	Iteration 5Q: 3 clusters Score -40000.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40008.917969 Penalty: 1949.654419
	Iteration 6Q: 3 clusters Score -40008.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40013.402344 Penalty: 1949.654419
	Iteration 7Q: 3 clusters Score -40013.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40019.011719 Penalty: 1949.654419
	Iteration 8Q: 3 clusters Score -40019.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40020.523438 Penalty: 1949.654419
	Iteration 9Q: 3 clusters Score -40020.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40023.203125 Penalty: 1949.654419
	Iteration 10Q: 3 clusters Score -40023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40024.207031 Penalty: 1949.654419
	Iteration 11Q: 3 clusters Score -40024.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40025.089844 Penalty: 1949.654419
	Iteration 12Q: 3 clusters Score -40025.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40025.089844 Penalty: 1949.654419
	Iteration 13F: 3 clusters Score -40025.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -217394.703125 Penalty: 1234.739868
	Iteration 0F: 2 clusters Score -217394.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -215352.437500 Penalty: 2469.479736
	Iteration 0F: 3 clusters Score -215352.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -216062.671875 Penalty: 2469.479736
	Iteration 1F: 3 clusters Score -216062.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -216504.875000 Penalty: 2469.479736
	Iteration 2F: 3 clusters Score -216504.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -216797.828125 Penalty: 2469.479736
	Iteration 3F: 3 clusters Score -216797.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -216967.484375 Penalty: 2469.479736
	Iteration 4F: 3 clusters Score -216967.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -217042.781250 Penalty: 2469.479736
	Iteration 5Q: 3 clusters Score -217042.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -217091.953125 Penalty: 2469.479736
	Iteration 6Q: 3 clusters Score -217092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -217114.250000 Penalty: 2469.479736
	Iteration 7Q: 3 clusters Score -217114.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -217128.250000 Penalty: 2469.479736
	Iteration 8Q: 3 clusters Score -217128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -217137.046875 Penalty: 2469.479736
	Iteration 9Q: 3 clusters Score -217137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -217139.093750 Penalty: 2469.479736
	Iteration 10Q: 3 clusters Score -217139.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -217140.796875 Penalty: 2469.479736
	Iteration 11Q: 3 clusters Score -217140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -217141.781250 Penalty: 2469.479736
	Iteration 12Q: 3 clusters Score -217141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -217144.734375 Penalty: 2469.479736
	Iteration 13Q: 3 clusters Score -217144.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -217148.062500 Penalty: 2469.479736
	Iteration 14Q: 3 clusters Score -217148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -217148.859375 Penalty: 2469.479736
	Iteration 15Q: 3 clusters Score -217148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -217149.843750 Penalty: 2469.479736
	Iteration 16Q: 3 clusters Score -217149.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -217149.843750 Penalty: 2469.479736
	Iteration 17F: 3 clusters Score -217149.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Entering Unmasked Estep 
Score: -9800703.000000 Penalty: 1841.798706
	Iteration 0F: 2 clusters Score -9800703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -9745742.000000 Penalty: 3683.597412
	Iteration 0F: 3 clusters Score -9745742 nChanged 39693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -9768846.000000 Penalty: 3683.597412
	Iteration 1F: 3 clusters Score -9768846 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -9770141.000000 Penalty: 3683.597412
	Iteration 2Q: 3 clusters Score -9770141 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -9772649.000000 Penalty: 3683.597412
	Iteration 3F: 3 clusters Score -9772649 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -9777024.000000 Penalty: 3683.597412
	Iteration 4F: 3 clusters Score -9777024 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -9783775.000000 Penalty: 3683.597412
	Iteration 5F: 3 clusters Score -9783775 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -9790727.000000 Penalty: 3683.597412
	Iteration 6F: 3 clusters Score -9790727 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -9795602.000000 Penalty: 3683.597412
	Iteration 7F: 3 clusters Score -9795602 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -9797746.000000 Penalty: 3683.597412
	Iteration 8Q: 3 clusters Score -9797746 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -9798489.000000 Penalty: 3683.597412
	Iteration 9Q: 3 clusters Score -9798489 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -9798822.000000 Penalty: 3683.597412
	Iteration 10Q: 3 clusters Score -9798822 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -9798941.000000 Penalty: 3683.597412
	Iteration 11Q: 3 clusters Score -9798941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -9799010.000000 Penalty: 3683.597412
	Iteration 12Q: 3 clusters Score -9799010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -9799038.000000 Penalty: 3683.597412
	Iteration 13Q: 3 clusters Score -9799038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -9799052.000000 Penalty: 3683.597412
	Iteration 14Q: 3 clusters Score -9799052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -9799071.000000 Penalty: 3683.597412
	Iteration 15Q: 3 clusters Score -9799071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -9799087.000000 Penalty: 3683.597412
	Iteration 16Q: 3 clusters Score -9799087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -9799097.000000 Penalty: 3683.597412
	Iteration 17Q: 3 clusters Score -9799097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -9799107.000000 Penalty: 3683.597412
	Iteration 18Q: 3 clusters Score -9799107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -9799114.000000 Penalty: 3683.597412
	Iteration 19Q: 3 clusters Score -9799114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -9799115.000000 Penalty: 3683.597412
	Iteration 20F: 3 clusters Score -9799115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -9799125.000000 Penalty: 3683.597412
	Iteration 21Q: 3 clusters Score -9799125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -9799119.000000 Penalty: 3683.597412
	Iteration 22Q: 3 clusters Score -9799119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -9799128.000000 Penalty: 3683.597412
	Iteration 23Q: 3 clusters Score -9799128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -9799128.000000 Penalty: 3683.597412
	Iteration 24F: 3 clusters Score -9799128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -28344.207031 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -28344.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27507.500000 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -27507.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27619.359375 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -27619.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27639.738281 Penalty: 1833.619873
	Iteration 2Q: 3 clusters Score -27639.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27646.816406 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -27646.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27653.011719 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -27653.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27655.398438 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -27655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27655.398438 Penalty: 1833.619873
	Iteration 6F: 3 clusters Score -27655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Entering Unmasked Estep 
Score: -627967.375000 Penalty: 1399.561401
	Iteration 0F: 2 clusters Score -627967.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -623728.812500 Penalty: 2799.122803
	Iteration 0F: 3 clusters Score -623728.8 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -624997.562500 Penalty: 2799.122803
	Iteration 1F: 3 clusters Score -624997.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -625201.875000 Penalty: 2799.122803
	Iteration 2F: 3 clusters Score -625201.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -625395.937500 Penalty: 2799.122803
	Iteration 3F: 3 clusters Score -625395.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -625593.250000 Penalty: 2799.122803
	Iteration 4Q: 3 clusters Score -625593.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -625844.750000 Penalty: 2799.122803
	Iteration 5Q: 3 clusters Score -625844.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -626089.625000 Penalty: 2799.122803
	Iteration 6Q: 3 clusters Score -626089.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -626327.750000 Penalty: 2799.122803
	Iteration 7Q: 3 clusters Score -626327.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -626485.000000 Penalty: 2799.122803
	Iteration 8Q: 3 clusters Score -626485 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -626627.187500 Penalty: 2799.122803
	Iteration 9Q: 3 clusters Score -626627.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -626731.437500 Penalty: 2799.122803
	Iteration 10Q: 3 clusters Score -626731.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -626816.875000 Penalty: 2799.122803
	Iteration 11Q: 3 clusters Score -626816.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -626869.375000 Penalty: 2799.122803
	Iteration 12Q: 3 clusters Score -626869.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -626902.625000 Penalty: 2799.122803
	Iteration 13Q: 3 clusters Score -626902.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -626928.812500 Penalty: 2799.122803
	Iteration 14Q: 3 clusters Score -626928.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -626950.562500 Penalty: 2799.122803
	Iteration 15Q: 3 clusters Score -626950.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -626964.000000 Penalty: 2799.122803
	Iteration 16Q: 3 clusters Score -626964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -626975.750000 Penalty: 2799.122803
	Iteration 17Q: 3 clusters Score -626975.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -626982.312500 Penalty: 2799.122803
	Iteration 18Q: 3 clusters Score -626982.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -626985.125000 Penalty: 2799.122803
	Iteration 19Q: 3 clusters Score -626985.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -626989.562500 Penalty: 2799.122803
	Iteration 20F: 3 clusters Score -626989.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -626996.062500 Penalty: 2799.122803
	Iteration 21Q: 3 clusters Score -626996.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -626999.812500 Penalty: 2799.122803
	Iteration 22Q: 3 clusters Score -626999.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -627007.875000 Penalty: 2799.122803
	Iteration 23Q: 3 clusters Score -627007.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -627013.437500 Penalty: 2799.122803
	Iteration 24Q: 3 clusters Score -627013.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -627018.812500 Penalty: 2799.122803
	Iteration 25Q: 3 clusters Score -627018.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -627022.687500 Penalty: 2799.122803
	Iteration 26Q: 3 clusters Score -627022.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -627028.062500 Penalty: 2799.122803
	Iteration 27Q: 3 clusters Score -627028.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -627032.437500 Penalty: 2799.122803
	Iteration 28Q: 3 clusters Score -627032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -627036.187500 Penalty: 2799.122803
	Iteration 29Q: 3 clusters Score -627036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -627037.187500 Penalty: 2799.122803
	Iteration 30Q: 3 clusters Score -627037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -627036.625000 Penalty: 2799.122803
	Iteration 31Q: 3 clusters Score -627036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -627038.125000 Penalty: 2799.122803
	Iteration 32Q: 3 clusters Score -627038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -627038.125000 Penalty: 2799.122803
	Iteration 33F: 3 clusters Score -627038.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (82471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Entering Unmasked Estep 
Score: -9549985.000000 Penalty: 1839.532837
	Iteration 0F: 2 clusters Score -9549985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -9495010.000000 Penalty: 3679.065674
	Iteration 0F: 3 clusters Score -9495010 nChanged 39417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -9517969.000000 Penalty: 3679.065674
	Iteration 1F: 3 clusters Score -9517969 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -9518928.000000 Penalty: 3679.065674
	Iteration 2Q: 3 clusters Score -9518928 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -9520422.000000 Penalty: 3679.065674
	Iteration 3Q: 3 clusters Score -9520422 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -9522490.000000 Penalty: 3679.065674
	Iteration 4F: 3 clusters Score -9522490 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -9525927.000000 Penalty: 3679.065674
	Iteration 5F: 3 clusters Score -9525927 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -9530716.000000 Penalty: 3679.065674
	Iteration 6F: 3 clusters Score -9530716 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -9535879.000000 Penalty: 3679.065674
	Iteration 7F: 3 clusters Score -9535879 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -9539193.000000 Penalty: 3679.065674
	Iteration 8F: 3 clusters Score -9539193 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -9540875.000000 Penalty: 3679.065674
	Iteration 9Q: 3 clusters Score -9540875 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -9541830.000000 Penalty: 3679.065674
	Iteration 10Q: 3 clusters Score -9541830 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -9542644.000000 Penalty: 3679.065674
	Iteration 11Q: 3 clusters Score -9542644 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -9543432.000000 Penalty: 3679.065674
	Iteration 12Q: 3 clusters Score -9543432 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -9544184.000000 Penalty: 3679.065674
	Iteration 13Q: 3 clusters Score -9544184 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -9544852.000000 Penalty: 3679.065674
	Iteration 14Q: 3 clusters Score -9544852 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -9545448.000000 Penalty: 3679.065674
	Iteration 15Q: 3 clusters Score -9545448 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -9546074.000000 Penalty: 3679.065674
	Iteration 16Q: 3 clusters Score -9546074 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -9546583.000000 Penalty: 3679.065674
	Iteration 17Q: 3 clusters Score -9546583 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -9546993.000000 Penalty: 3679.065674
	Iteration 18Q: 3 clusters Score -9546993 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -9547353.000000 Penalty: 3679.065674
	Iteration 19Q: 3 clusters Score -9547353 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -9547601.000000 Penalty: 3679.065674
	Iteration 20F: 3 clusters Score -9547601 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -9547805.000000 Penalty: 3679.065674
	Iteration 21Q: 3 clusters Score -9547805 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -9547983.000000 Penalty: 3679.065674
	Iteration 22Q: 3 clusters Score -9547983 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -9548078.000000 Penalty: 3679.065674
	Iteration 23Q: 3 clusters Score -9548078 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 79854 members 
Entering Unmasked Estep 
Score: -9548209.000000 Penalty: 3679.065674
	Iteration 24Q: 3 clusters Score -9548209 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -9548305.000000 Penalty: 3679.065674
	Iteration 25Q: 3 clusters Score -9548305 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 80312 members 
Entering Unmasked Estep 
Score: -9548348.000000 Penalty: 3679.065674
	Iteration 26Q: 3 clusters Score -9548348 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -9548441.000000 Penalty: 3679.065674
	Iteration 27Q: 3 clusters Score -9548441 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -9548487.000000 Penalty: 3679.065674
	Iteration 28Q: 3 clusters Score -9548487 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -9548516.000000 Penalty: 3679.065674
	Iteration 29Q: 3 clusters Score -9548516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 80818 members 
Entering Unmasked Estep 
Score: -9548536.000000 Penalty: 3679.065674
	Iteration 30Q: 3 clusters Score -9548536 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -9548571.000000 Penalty: 3679.065674
	Iteration 31Q: 3 clusters Score -9548571 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -9548584.000000 Penalty: 3679.065674
	Iteration 32Q: 3 clusters Score -9548584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -9548601.000000 Penalty: 3679.065674
	Iteration 33Q: 3 clusters Score -9548601 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -9548610.000000 Penalty: 3679.065674
	Iteration 34Q: 3 clusters Score -9548610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -9548618.000000 Penalty: 3679.065674
	Iteration 35Q: 3 clusters Score -9548618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -9548621.000000 Penalty: 3679.065674
	Iteration 36Q: 3 clusters Score -9548621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -9548609.000000 Penalty: 3679.065674
	Iteration 37Q: 3 clusters Score -9548609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 81156 members 
Entering Unmasked Estep 
Score: -9548611.000000 Penalty: 3679.065674
	Iteration 38Q: 3 clusters Score -9548611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -9548605.000000 Penalty: 3679.065674
	Iteration 39Q: 3 clusters Score -9548605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -9548590.000000 Penalty: 3679.065674
	Iteration 40F: 3 clusters Score -9548590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -9548591.000000 Penalty: 3679.065674
	Iteration 41Q: 3 clusters Score -9548591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -9548597.000000 Penalty: 3679.065674
	Iteration 42Q: 3 clusters Score -9548597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 81180 members 
Entering Unmasked Estep 
Score: -9548602.000000 Penalty: 3679.065674
	Iteration 43Q: 3 clusters Score -9548602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -9548601.000000 Penalty: 3679.065674
	Iteration 44Q: 3 clusters Score -9548601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 81190 members 
Entering Unmasked Estep 
Score: -9548601.000000 Penalty: 3679.065674
	Iteration 45Q: 3 clusters Score -9548601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -9548609.000000 Penalty: 3679.065674
	Iteration 46Q: 3 clusters Score -9548609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -9548603.000000 Penalty: 3679.065674
	Iteration 47Q: 3 clusters Score -9548603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 81203 members 
Entering Unmasked Estep 
Score: -9548608.000000 Penalty: 3679.065674
	Iteration 48Q: 3 clusters Score -9548608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -9548609.000000 Penalty: 3679.065674
	Iteration 49Q: 3 clusters Score -9548609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
Score: -9548610.000000 Penalty: 3679.065674
	Iteration 50Q: 3 clusters Score -9548610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -9548616.000000 Penalty: 3679.065674
	Iteration 51Q: 3 clusters Score -9548616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 81217 members 
Entering Unmasked Estep 
Score: -9548613.000000 Penalty: 3679.065674
	Iteration 52Q: 3 clusters Score -9548613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -9548616.000000 Penalty: 3679.065674
	Iteration 53Q: 3 clusters Score -9548616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 81223 members 
Entering Unmasked Estep 
Score: -9548623.000000 Penalty: 3679.065674
	Iteration 54Q: 3 clusters Score -9548623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -9548623.000000 Penalty: 3679.065674
	Iteration 55Q: 3 clusters Score -9548623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -9548611.000000 Penalty: 3679.065674
	Iteration 56Q: 3 clusters Score -9548611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -9548626.000000 Penalty: 3679.065674
	Iteration 57Q: 3 clusters Score -9548626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
Score: -9548626.000000 Penalty: 3679.065674
	Iteration 58Q: 3 clusters Score -9548626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -9548625.000000 Penalty: 3679.065674
	Iteration 59Q: 3 clusters Score -9548625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -9548622.000000 Penalty: 3679.065674
	Iteration 60F: 3 clusters Score -9548622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -9548631.000000 Penalty: 3679.065674
	Iteration 61Q: 3 clusters Score -9548631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -9548625.000000 Penalty: 3679.065674
	Iteration 62Q: 3 clusters Score -9548625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -9548623.000000 Penalty: 3679.065674
	Iteration 63Q: 3 clusters Score -9548623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 81307 members 
Entering Unmasked Estep 
Score: -9548623.000000 Penalty: 3679.065674
	Iteration 64Q: 3 clusters Score -9548623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 81316 members 
Entering Unmasked Estep 
Score: -9548621.000000 Penalty: 3679.065674
	Iteration 65Q: 3 clusters Score -9548621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -9548626.000000 Penalty: 3679.065674
	Iteration 66Q: 3 clusters Score -9548626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -9548630.000000 Penalty: 3679.065674
	Iteration 67Q: 3 clusters Score -9548630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -9548635.000000 Penalty: 3679.065674
	Iteration 68Q: 3 clusters Score -9548635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -9548631.000000 Penalty: 3679.065674
	Iteration 69Q: 3 clusters Score -9548631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -9548629.000000 Penalty: 3679.065674
	Iteration 70Q: 3 clusters Score -9548629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -9548629.000000 Penalty: 3679.065674
	Iteration 71Q: 3 clusters Score -9548629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -9548629.000000 Penalty: 3679.065674
	Iteration 72F: 3 clusters Score -9548629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -112505.664062 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -112505.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111065.765625 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -111065.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111307.046875 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -111307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111374.164062 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -111374.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111412.421875 Penalty: 2238.786133
	Iteration 3Q: 3 clusters Score -111412.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111439.593750 Penalty: 2238.786133
	Iteration 4Q: 3 clusters Score -111439.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111450.234375 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -111450.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111461.054688 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -111461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111469.843750 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -111469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111478.054688 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -111478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111481.023438 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -111481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111483.242188 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -111483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111483.914062 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -111483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111485.000000 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -111485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111485.804688 Penalty: 2238.786133
	Iteration 13Q: 3 clusters Score -111485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111486.601562 Penalty: 2238.786133
	Iteration 14Q: 3 clusters Score -111486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111486.601562 Penalty: 2238.786133
	Iteration 15F: 3 clusters Score -111486.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -1325072.625000 Penalty: 1520.405762
	Iteration 0F: 2 clusters Score -1325073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1316875.125000 Penalty: 3040.811523
	Iteration 0F: 3 clusters Score -1316875 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1319493.500000 Penalty: 3040.811523
	Iteration 1F: 3 clusters Score -1319494 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1319811.125000 Penalty: 3040.811523
	Iteration 2F: 3 clusters Score -1319811 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1320142.125000 Penalty: 3040.811523
	Iteration 3F: 3 clusters Score -1320142 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1320560.250000 Penalty: 3040.811523
	Iteration 4F: 3 clusters Score -1320560 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1321032.750000 Penalty: 3040.811523
	Iteration 5F: 3 clusters Score -1321033 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1321434.000000 Penalty: 3040.811523
	Iteration 6F: 3 clusters Score -1321434 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1321716.000000 Penalty: 3040.811523
	Iteration 7Q: 3 clusters Score -1321716 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1321940.875000 Penalty: 3040.811523
	Iteration 8Q: 3 clusters Score -1321941 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1322102.000000 Penalty: 3040.811523
	Iteration 9Q: 3 clusters Score -1322102 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1322225.875000 Penalty: 3040.811523
	Iteration 10Q: 3 clusters Score -1322226 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1322329.125000 Penalty: 3040.811523
	Iteration 11Q: 3 clusters Score -1322329 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1322387.625000 Penalty: 3040.811523
	Iteration 12Q: 3 clusters Score -1322388 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1322432.500000 Penalty: 3040.811523
	Iteration 13Q: 3 clusters Score -1322432 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1322466.500000 Penalty: 3040.811523
	Iteration 14Q: 3 clusters Score -1322466 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1322491.750000 Penalty: 3040.811523
	Iteration 15Q: 3 clusters Score -1322492 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1322519.625000 Penalty: 3040.811523
	Iteration 16Q: 3 clusters Score -1322520 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1322546.750000 Penalty: 3040.811523
	Iteration 17Q: 3 clusters Score -1322547 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1322574.375000 Penalty: 3040.811523
	Iteration 18Q: 3 clusters Score -1322574 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1322598.375000 Penalty: 3040.811523
	Iteration 19Q: 3 clusters Score -1322598 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1322621.375000 Penalty: 3040.811523
	Iteration 20F: 3 clusters Score -1322621 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1322650.625000 Penalty: 3040.811523
	Iteration 21Q: 3 clusters Score -1322651 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1322671.750000 Penalty: 3040.811523
	Iteration 22Q: 3 clusters Score -1322672 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1322689.875000 Penalty: 3040.811523
	Iteration 23Q: 3 clusters Score -1322690 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1322716.000000 Penalty: 3040.811523
	Iteration 24Q: 3 clusters Score -1322716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1322735.625000 Penalty: 3040.811523
	Iteration 25Q: 3 clusters Score -1322736 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1322761.500000 Penalty: 3040.811523
	Iteration 26Q: 3 clusters Score -1322762 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1322781.500000 Penalty: 3040.811523
	Iteration 27Q: 3 clusters Score -1322782 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1322806.125000 Penalty: 3040.811523
	Iteration 28Q: 3 clusters Score -1322806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1322818.000000 Penalty: 3040.811523
	Iteration 29Q: 3 clusters Score -1322818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1322835.125000 Penalty: 3040.811523
	Iteration 30Q: 3 clusters Score -1322835 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1322849.250000 Penalty: 3040.811523
	Iteration 31Q: 3 clusters Score -1322849 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1322866.000000 Penalty: 3040.811523
	Iteration 32Q: 3 clusters Score -1322866 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1322875.875000 Penalty: 3040.811523
	Iteration 33Q: 3 clusters Score -1322876 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1322895.250000 Penalty: 3040.811523
	Iteration 34Q: 3 clusters Score -1322895 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1322909.750000 Penalty: 3040.811523
	Iteration 35Q: 3 clusters Score -1322910 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1322922.000000 Penalty: 3040.811523
	Iteration 36Q: 3 clusters Score -1322922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1322931.375000 Penalty: 3040.811523
	Iteration 37Q: 3 clusters Score -1322931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1322939.250000 Penalty: 3040.811523
	Iteration 38Q: 3 clusters Score -1322939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1322946.000000 Penalty: 3040.811523
	Iteration 39Q: 3 clusters Score -1322946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1322952.250000 Penalty: 3040.811523
	Iteration 40F: 3 clusters Score -1322952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1322955.250000 Penalty: 3040.811523
	Iteration 41Q: 3 clusters Score -1322955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1322960.250000 Penalty: 3040.811523
	Iteration 42Q: 3 clusters Score -1322960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1322966.875000 Penalty: 3040.811523
	Iteration 43Q: 3 clusters Score -1322967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1322971.125000 Penalty: 3040.811523
	Iteration 44Q: 3 clusters Score -1322971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1322975.625000 Penalty: 3040.811523
	Iteration 45Q: 3 clusters Score -1322976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1322977.875000 Penalty: 3040.811523
	Iteration 46Q: 3 clusters Score -1322978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1322976.625000 Penalty: 3040.811523
	Iteration 47Q: 3 clusters Score -1322977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1322981.500000 Penalty: 3040.811523
	Iteration 48Q: 3 clusters Score -1322982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1322985.750000 Penalty: 3040.811523
	Iteration 49Q: 3 clusters Score -1322986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1322985.625000 Penalty: 3040.811523
	Iteration 50Q: 3 clusters Score -1322986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1322986.500000 Penalty: 3040.811523
	Iteration 51Q: 3 clusters Score -1322986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1322986.750000 Penalty: 3040.811523
	Iteration 52Q: 3 clusters Score -1322987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1322987.125000 Penalty: 3040.811523
	Iteration 53Q: 3 clusters Score -1322987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1322987.500000 Penalty: 3040.811523
	Iteration 54Q: 3 clusters Score -1322988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1322990.500000 Penalty: 3040.811523
	Iteration 55Q: 3 clusters Score -1322990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1322987.500000 Penalty: 3040.811523
	Iteration 56Q: 3 clusters Score -1322988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1322988.000000 Penalty: 3040.811523
	Iteration 57Q: 3 clusters Score -1322988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1322986.750000 Penalty: 3040.811523
	Iteration 58Q: 3 clusters Score -1322987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1322987.250000 Penalty: 3040.811523
	Iteration 59Q: 3 clusters Score -1322987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1322987.250000 Penalty: 3040.811523
	Iteration 60F: 3 clusters Score -1322987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Entering Unmasked Estep 
Score: -612178.687500 Penalty: 1406.924683
	Iteration 0F: 2 clusters Score -612178.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -607765.000000 Penalty: 2813.849365
	Iteration 0F: 3 clusters Score -607765 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -609081.750000 Penalty: 2813.849365
	Iteration 1F: 3 clusters Score -609081.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -609377.687500 Penalty: 2813.849365
	Iteration 2F: 3 clusters Score -609377.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -609588.875000 Penalty: 2813.849365
	Iteration 3F: 3 clusters Score -609588.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -609750.437500 Penalty: 2813.849365
	Iteration 4Q: 3 clusters Score -609750.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -609887.062500 Penalty: 2813.849365
	Iteration 5Q: 3 clusters Score -609887.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -610002.062500 Penalty: 2813.849365
	Iteration 6Q: 3 clusters Score -610002.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -610091.875000 Penalty: 2813.849365
	Iteration 7Q: 3 clusters Score -610091.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -610178.562500 Penalty: 2813.849365
	Iteration 8Q: 3 clusters Score -610178.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -610279.250000 Penalty: 2813.849365
	Iteration 9Q: 3 clusters Score -610279.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -610390.875000 Penalty: 2813.849365
	Iteration 10Q: 3 clusters Score -610390.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -610524.000000 Penalty: 2813.849365
	Iteration 11Q: 3 clusters Score -610524 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -610671.375000 Penalty: 2813.849365
	Iteration 12Q: 3 clusters Score -610671.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -610806.062500 Penalty: 2813.849365
	Iteration 13Q: 3 clusters Score -610806.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -610934.562500 Penalty: 2813.849365
	Iteration 14Q: 3 clusters Score -610934.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -611047.375000 Penalty: 2813.849365
	Iteration 15Q: 3 clusters Score -611047.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -611156.437500 Penalty: 2813.849365
	Iteration 16Q: 3 clusters Score -611156.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -611241.500000 Penalty: 2813.849365
	Iteration 17Q: 3 clusters Score -611241.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -611304.937500 Penalty: 2813.849365
	Iteration 18Q: 3 clusters Score -611304.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -611360.750000 Penalty: 2813.849365
	Iteration 19Q: 3 clusters Score -611360.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -611393.375000 Penalty: 2813.849365
	Iteration 20F: 3 clusters Score -611393.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -611415.937500 Penalty: 2813.849365
	Iteration 21Q: 3 clusters Score -611415.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -611426.250000 Penalty: 2813.849365
	Iteration 22Q: 3 clusters Score -611426.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -611435.062500 Penalty: 2813.849365
	Iteration 23Q: 3 clusters Score -611435.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -611445.500000 Penalty: 2813.849365
	Iteration 24Q: 3 clusters Score -611445.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -611456.000000 Penalty: 2813.849365
	Iteration 25Q: 3 clusters Score -611456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -611466.812500 Penalty: 2813.849365
	Iteration 26Q: 3 clusters Score -611466.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -611473.250000 Penalty: 2813.849365
	Iteration 27Q: 3 clusters Score -611473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -611477.062500 Penalty: 2813.849365
	Iteration 28Q: 3 clusters Score -611477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -611479.250000 Penalty: 2813.849365
	Iteration 29Q: 3 clusters Score -611479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -611481.937500 Penalty: 2813.849365
	Iteration 30Q: 3 clusters Score -611481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -611484.937500 Penalty: 2813.849365
	Iteration 31Q: 3 clusters Score -611484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -611489.437500 Penalty: 2813.849365
	Iteration 32Q: 3 clusters Score -611489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -611491.437500 Penalty: 2813.849365
	Iteration 33Q: 3 clusters Score -611491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -611492.000000 Penalty: 2813.849365
	Iteration 34Q: 3 clusters Score -611492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -611494.437500 Penalty: 2813.849365
	Iteration 35Q: 3 clusters Score -611494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -611496.312500 Penalty: 2813.849365
	Iteration 36Q: 3 clusters Score -611496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -611499.437500 Penalty: 2813.849365
	Iteration 37Q: 3 clusters Score -611499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -611500.437500 Penalty: 2813.849365
	Iteration 38Q: 3 clusters Score -611500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -611502.437500 Penalty: 2813.849365
	Iteration 39Q: 3 clusters Score -611502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -611503.437500 Penalty: 2813.849365
	Iteration 40F: 3 clusters Score -611503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -611503.375000 Penalty: 2813.849365
	Iteration 41Q: 3 clusters Score -611503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -611504.000000 Penalty: 2813.849365
	Iteration 42Q: 3 clusters Score -611504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -611505.500000 Penalty: 2813.849365
	Iteration 43Q: 3 clusters Score -611505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -611505.687500 Penalty: 2813.849365
	Iteration 44Q: 3 clusters Score -611505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -611505.687500 Penalty: 2813.849365
	Iteration 45F: 3 clusters Score -611505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 112660 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 34419 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89065 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 130289 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63708 members 
Mstep: Class 14 contains 14131 members 
Mstep: Class 15 contains 28761 members 
Mstep: Class 16 contains 58062 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83629 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5501 members 
Mstep: Class 22 contains 82471 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210456.000000 Penalty: 55007.320312
Iteration 159Q: 26 clusters Score -8.621046e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 112675 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 34423 members 
Mstep: Class 5 contains 3656 members 
Mstep: Class 6 contains 5685 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89047 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 3694 members 
Mstep: Class 11 contains 130287 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63688 members 
Mstep: Class 14 contains 14127 members 
Mstep: Class 15 contains 28763 members 
Mstep: Class 16 contains 58096 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 19 contains 83623 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5496 members 
Mstep: Class 22 contains 82450 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11573 members 
Mstep: Class 25 contains 5758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210488.000000 Penalty: 55007.320312
Iteration 160F: 26 clusters Score -8.621049e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 112704 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 34430 members 
Mstep: Class 5 contains 3660 members 
Mstep: Class 6 contains 5685 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89006 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 3694 members 
Mstep: Class 11 contains 130288 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63673 members 
Mstep: Class 14 contains 14118 members 
Mstep: Class 15 contains 28765 members 
Mstep: Class 16 contains 58129 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 83615 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 82438 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210552.000000 Penalty: 55007.320312
Iteration 161Q: 26 clusters Score -8.621055e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 112718 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 34435 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 5684 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88966 members 
Mstep: Class 9 contains 2394 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 130288 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63666 members 
Mstep: Class 14 contains 14113 members 
Mstep: Class 15 contains 28768 members 
Mstep: Class 16 contains 58150 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 83614 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5481 members 
Mstep: Class 22 contains 82433 members 
Mstep: Class 23 contains 982 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210600.000000 Penalty: 55007.320312
Iteration 162Q: 26 clusters Score -8.62106e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 112720 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 34442 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88933 members 
Mstep: Class 9 contains 2394 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 130289 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63650 members 
Mstep: Class 14 contains 14114 members 
Mstep: Class 15 contains 28769 members 
Mstep: Class 16 contains 58175 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 83619 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5475 members 
Mstep: Class 22 contains 82431 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210512.000000 Penalty: 55007.320312
Iteration 163Q: 26 clusters Score -8.621051e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 112710 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 34450 members 
Mstep: Class 5 contains 3662 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88899 members 
Mstep: Class 9 contains 2393 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 130285 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63637 members 
Mstep: Class 14 contains 14111 members 
Mstep: Class 15 contains 28771 members 
Mstep: Class 16 contains 58224 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 83623 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5475 members 
Mstep: Class 22 contains 82427 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 5759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210528.000000 Penalty: 55007.320312
Iteration 164Q: 26 clusters Score -8.621053e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 112733 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 34459 members 
Mstep: Class 5 contains 3664 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88866 members 
Mstep: Class 9 contains 2394 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 130300 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63616 members 
Mstep: Class 14 contains 14108 members 
Mstep: Class 15 contains 28772 members 
Mstep: Class 16 contains 58248 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 19 contains 83614 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5467 members 
Mstep: Class 22 contains 82420 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11573 members 
Mstep: Class 25 contains 5760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210584.000000 Penalty: 55007.320312
Iteration 165Q: 26 clusters Score -8.621058e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 34467 members 
Mstep: Class 5 contains 3666 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88854 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 3692 members 
Mstep: Class 11 contains 130298 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63606 members 
Mstep: Class 14 contains 14109 members 
Mstep: Class 15 contains 28777 members 
Mstep: Class 16 contains 58266 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83611 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5460 members 
Mstep: Class 22 contains 82417 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11571 members 
Mstep: Class 25 contains 5761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210576.000000 Penalty: 55007.320312
Iteration 166Q: 26 clusters Score -8.621058e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 112716 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 34476 members 
Mstep: Class 5 contains 3665 members 
Mstep: Class 6 contains 5681 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88848 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 3692 members 
Mstep: Class 11 contains 130293 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63600 members 
Mstep: Class 14 contains 14109 members 
Mstep: Class 15 contains 28782 members 
Mstep: Class 16 contains 58278 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83612 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5460 members 
Mstep: Class 22 contains 82424 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11568 members 
Mstep: Class 25 contains 5762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210656.000000 Penalty: 55007.320312
Iteration 167Q: 26 clusters Score -8.621066e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 112699 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 34478 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88857 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 130295 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63592 members 
Mstep: Class 14 contains 14110 members 
Mstep: Class 15 contains 28786 members 
Mstep: Class 16 contains 58276 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83619 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5458 members 
Mstep: Class 22 contains 82428 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11566 members 
Mstep: Class 25 contains 5762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210672.000000 Penalty: 55007.320312
Iteration 168Q: 26 clusters Score -8.621067e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 112680 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 34475 members 
Mstep: Class 5 contains 3647 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88877 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130304 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63582 members 
Mstep: Class 14 contains 14108 members 
Mstep: Class 15 contains 28788 members 
Mstep: Class 16 contains 58281 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83630 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5456 members 
Mstep: Class 22 contains 82422 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11563 members 
Mstep: Class 25 contains 5762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210616.000000 Penalty: 55007.320312
Iteration 169Q: 26 clusters Score -8.621062e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 112646 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 34473 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 5686 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88879 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130310 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63578 members 
Mstep: Class 14 contains 14106 members 
Mstep: Class 15 contains 28788 members 
Mstep: Class 16 contains 58311 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 83637 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5449 members 
Mstep: Class 22 contains 82418 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11564 members 
Mstep: Class 25 contains 5761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210784.000000 Penalty: 55007.320312
Iteration 170Q: 26 clusters Score -8.621078e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 112607 members 
Mstep: Class 3 contains 4043 members 
Mstep: Class 4 contains 34475 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 5688 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88896 members 
Mstep: Class 9 contains 2402 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130311 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63572 members 
Mstep: Class 14 contains 14104 members 
Mstep: Class 15 contains 28788 members 
Mstep: Class 16 contains 58341 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 83637 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5446 members 
Mstep: Class 22 contains 82413 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11566 members 
Mstep: Class 25 contains 5762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210792.000000 Penalty: 55007.320312
Iteration 171Q: 26 clusters Score -8.621079e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 112584 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 34472 members 
Mstep: Class 5 contains 3630 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88916 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130315 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63565 members 
Mstep: Class 14 contains 14103 members 
Mstep: Class 15 contains 28786 members 
Mstep: Class 16 contains 58362 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 83635 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5442 members 
Mstep: Class 22 contains 82409 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11565 members 
Mstep: Class 25 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210752.000000 Penalty: 55007.320312
Iteration 172Q: 26 clusters Score -8.621075e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 112580 members 
Mstep: Class 3 contains 4047 members 
Mstep: Class 4 contains 34471 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 5690 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88921 members 
Mstep: Class 9 contains 2407 members 
Mstep: Class 10 contains 3692 members 
Mstep: Class 11 contains 130319 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63556 members 
Mstep: Class 14 contains 14098 members 
Mstep: Class 15 contains 28787 members 
Mstep: Class 16 contains 58389 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 83630 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5438 members 
Mstep: Class 22 contains 82404 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11562 members 
Mstep: Class 25 contains 5764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210608.000000 Penalty: 55007.320312
Iteration 173Q: 26 clusters Score -8.621061e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 112577 members 
Mstep: Class 3 contains 4049 members 
Mstep: Class 4 contains 34473 members 
Mstep: Class 5 contains 3612 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88922 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 130302 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63540 members 
Mstep: Class 14 contains 14096 members 
Mstep: Class 15 contains 28792 members 
Mstep: Class 16 contains 58429 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 83619 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 82408 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11562 members 
Mstep: Class 25 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210656.000000 Penalty: 55007.320312
Iteration 174Q: 26 clusters Score -8.621066e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 112569 members 
Mstep: Class 3 contains 4050 members 
Mstep: Class 4 contains 34477 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88926 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 3694 members 
Mstep: Class 11 contains 130292 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63529 members 
Mstep: Class 14 contains 14093 members 
Mstep: Class 15 contains 28796 members 
Mstep: Class 16 contains 58456 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 83609 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 82413 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11563 members 
Mstep: Class 25 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210632.000000 Penalty: 55007.320312
Iteration 175Q: 26 clusters Score -8.621063e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 112569 members 
Mstep: Class 3 contains 4050 members 
Mstep: Class 4 contains 34480 members 
Mstep: Class 5 contains 3598 members 
Mstep: Class 6 contains 5697 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88917 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 130292 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63520 members 
Mstep: Class 14 contains 14093 members 
Mstep: Class 15 contains 28799 members 
Mstep: Class 16 contains 58485 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 83594 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 82412 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11562 members 
Mstep: Class 25 contains 5764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210744.000000 Penalty: 55007.320312
Iteration 176Q: 26 clusters Score -8.621074e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 112546 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 4 contains 34479 members 
Mstep: Class 5 contains 3600 members 
Mstep: Class 6 contains 5697 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88919 members 
Mstep: Class 9 contains 2418 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 130298 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63508 members 
Mstep: Class 14 contains 14094 members 
Mstep: Class 15 contains 28800 members 
Mstep: Class 16 contains 58524 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 83582 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 82404 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210672.000000 Penalty: 55007.320312
Iteration 177Q: 26 clusters Score -8.621067e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 112511 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 34481 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88935 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 3694 members 
Mstep: Class 11 contains 130297 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63498 members 
Mstep: Class 14 contains 14098 members 
Mstep: Class 15 contains 28801 members 
Mstep: Class 16 contains 58562 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 83574 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 82396 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210712.000000 Penalty: 55007.320312
Iteration 178Q: 26 clusters Score -8.621071e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 112486 members 
Mstep: Class 3 contains 4055 members 
Mstep: Class 4 contains 34486 members 
Mstep: Class 5 contains 3594 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88950 members 
Mstep: Class 9 contains 2421 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 130306 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63477 members 
Mstep: Class 14 contains 14097 members 
Mstep: Class 15 contains 28801 members 
Mstep: Class 16 contains 58581 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 83570 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 82396 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210704.000000 Penalty: 55007.320312
Iteration 179Q: 26 clusters Score -8.62107e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 112465 members 
Mstep: Class 3 contains 4058 members 
Mstep: Class 4 contains 34491 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88971 members 
Mstep: Class 9 contains 2422 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 130316 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63448 members 
Mstep: Class 14 contains 14098 members 
Mstep: Class 15 contains 28802 members 
Mstep: Class 16 contains 58588 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 83564 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 82404 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210816.000000 Penalty: 55007.320312
Iteration 180F: 26 clusters Score -8.621082e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 112444 members 
Mstep: Class 3 contains 4062 members 
Mstep: Class 4 contains 34499 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89000 members 
Mstep: Class 9 contains 2422 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 130324 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63421 members 
Mstep: Class 14 contains 14097 members 
Mstep: Class 15 contains 28805 members 
Mstep: Class 16 contains 58591 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1991 members 
Mstep: Class 19 contains 83559 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 82409 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210664.000000 Penalty: 55007.320312
Iteration 181Q: 26 clusters Score -8.621066e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 112421 members 
Mstep: Class 3 contains 4065 members 
Mstep: Class 4 contains 34500 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89013 members 
Mstep: Class 9 contains 2424 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 130331 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63405 members 
Mstep: Class 14 contains 14099 members 
Mstep: Class 15 contains 28807 members 
Mstep: Class 16 contains 58622 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 83541 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 82410 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11562 members 
Mstep: Class 25 contains 5775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210824.000000 Penalty: 55007.320312
Iteration 182Q: 26 clusters Score -8.621082e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 112393 members 
Mstep: Class 3 contains 4068 members 
Mstep: Class 4 contains 34506 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89015 members 
Mstep: Class 9 contains 2425 members 
Mstep: Class 10 contains 3694 members 
Mstep: Class 11 contains 130333 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63381 members 
Mstep: Class 14 contains 14100 members 
Mstep: Class 15 contains 28807 members 
Mstep: Class 16 contains 58678 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 83533 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 82400 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11560 members 
Mstep: Class 25 contains 5780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210824.000000 Penalty: 55007.320312
Iteration 183Q: 26 clusters Score -8.621082e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 112349 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 34516 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89037 members 
Mstep: Class 9 contains 2426 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 130332 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63348 members 
Mstep: Class 14 contains 14100 members 
Mstep: Class 15 contains 28807 members 
Mstep: Class 16 contains 58725 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 83522 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 82401 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210792.000000 Penalty: 55007.320312
Iteration 184Q: 26 clusters Score -8.621079e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 112307 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 34525 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89069 members 
Mstep: Class 9 contains 2428 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130337 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63314 members 
Mstep: Class 14 contains 14098 members 
Mstep: Class 15 contains 28806 members 
Mstep: Class 16 contains 58772 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 83513 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 82398 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210712.000000 Penalty: 55007.320312
Iteration 185Q: 26 clusters Score -8.621071e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 112268 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 34527 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89103 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130340 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63281 members 
Mstep: Class 14 contains 14097 members 
Mstep: Class 15 contains 28809 members 
Mstep: Class 16 contains 58807 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1985 members 
Mstep: Class 19 contains 83509 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5427 members 
Mstep: Class 22 contains 82396 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210680.000000 Penalty: 55007.320312
Iteration 186Q: 26 clusters Score -8.621068e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 112236 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 34529 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89119 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130351 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63258 members 
Mstep: Class 14 contains 14093 members 
Mstep: Class 15 contains 28808 members 
Mstep: Class 16 contains 58844 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 83503 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 82394 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210648.000000 Penalty: 55007.320312
Iteration 187Q: 26 clusters Score -8.621065e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 112217 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 34537 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89132 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130348 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63237 members 
Mstep: Class 14 contains 14091 members 
Mstep: Class 15 contains 28808 members 
Mstep: Class 16 contains 58884 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 83488 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 82391 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210640.000000 Penalty: 55007.320312
Iteration 188Q: 26 clusters Score -8.621064e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 112193 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 34547 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5701 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89156 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130358 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63218 members 
Mstep: Class 14 contains 14090 members 
Mstep: Class 15 contains 28809 members 
Mstep: Class 16 contains 58887 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 83474 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 82396 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210664.000000 Penalty: 55007.320312
Iteration 189Q: 26 clusters Score -8.621066e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 112170 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 34552 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89202 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130355 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63206 members 
Mstep: Class 14 contains 14086 members 
Mstep: Class 15 contains 28814 members 
Mstep: Class 16 contains 58884 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 83461 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5425 members 
Mstep: Class 22 contains 82395 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210768.000000 Penalty: 55007.320312
Iteration 190Q: 26 clusters Score -8.621077e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 112154 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34559 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89226 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130351 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63192 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 28816 members 
Mstep: Class 16 contains 58905 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 83447 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 82394 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210760.000000 Penalty: 55007.320312
Iteration 191Q: 26 clusters Score -8.621076e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 112141 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34561 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5702 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89245 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130361 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63178 members 
Mstep: Class 14 contains 14081 members 
Mstep: Class 15 contains 28816 members 
Mstep: Class 16 contains 58927 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 83430 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 82389 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210560.000000 Penalty: 55007.320312
Iteration 192Q: 26 clusters Score -8.621056e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 112127 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34568 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5701 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89251 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130372 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63166 members 
Mstep: Class 14 contains 14079 members 
Mstep: Class 15 contains 28816 members 
Mstep: Class 16 contains 58953 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 83411 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 82388 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210536.000000 Penalty: 55007.320312
Iteration 193Q: 26 clusters Score -8.621054e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 112116 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34572 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89265 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130374 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63153 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 28817 members 
Mstep: Class 16 contains 58965 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 83399 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 82387 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210544.000000 Penalty: 55007.320312
Iteration 194Q: 26 clusters Score -8.621054e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 112111 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34578 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5701 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89264 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130383 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63145 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 28819 members 
Mstep: Class 16 contains 58982 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 83381 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 82385 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210400.000000 Penalty: 55007.320312
Iteration 195Q: 26 clusters Score -8.62104e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 112106 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34580 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 5698 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89275 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130395 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63140 members 
Mstep: Class 14 contains 14084 members 
Mstep: Class 15 contains 28819 members 
Mstep: Class 16 contains 58987 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 83370 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5424 members 
Mstep: Class 22 contains 82378 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11560 members 
Mstep: Class 25 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210360.000000 Penalty: 55007.320312
Iteration 196Q: 26 clusters Score -8.621036e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 112115 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34585 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89281 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130393 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63137 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 28822 members 
Mstep: Class 16 contains 58995 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 83348 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 82379 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11560 members 
Mstep: Class 25 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210368.000000 Penalty: 55007.320312
Iteration 197Q: 26 clusters Score -8.621037e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 112127 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34588 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89291 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130394 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63132 members 
Mstep: Class 14 contains 14080 members 
Mstep: Class 15 contains 28823 members 
Mstep: Class 16 contains 59001 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 83323 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 82376 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210360.000000 Penalty: 55007.320312
Iteration 198Q: 26 clusters Score -8.621036e+07 nChanged 324
Entering ConstructFrom: 
Score: -86210360.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (16003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Entering Unmasked Estep 
Score: -1858079.000000 Penalty: 1573.086426
	Iteration 0F: 2 clusters Score -1858079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1846991.875000 Penalty: 3146.172852
	Iteration 0F: 3 clusters Score -1846992 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1850844.625000 Penalty: 3146.172852
	Iteration 1F: 3 clusters Score -1850845 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1851162.250000 Penalty: 3146.172852
	Iteration 2F: 3 clusters Score -1851162 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1851459.250000 Penalty: 3146.172852
	Iteration 3Q: 3 clusters Score -1851459 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1851815.625000 Penalty: 3146.172852
	Iteration 4Q: 3 clusters Score -1851816 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1852287.750000 Penalty: 3146.172852
	Iteration 5F: 3 clusters Score -1852288 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1852844.500000 Penalty: 3146.172852
	Iteration 6F: 3 clusters Score -1852844 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1853534.375000 Penalty: 3146.172852
	Iteration 7F: 3 clusters Score -1853534 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1854281.250000 Penalty: 3146.172852
	Iteration 8F: 3 clusters Score -1854281 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1854961.625000 Penalty: 3146.172852
	Iteration 9F: 3 clusters Score -1854962 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1855435.500000 Penalty: 3146.172852
	Iteration 10Q: 3 clusters Score -1855436 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1855733.875000 Penalty: 3146.172852
	Iteration 11Q: 3 clusters Score -1855734 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1855916.750000 Penalty: 3146.172852
	Iteration 12Q: 3 clusters Score -1855917 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1856043.875000 Penalty: 3146.172852
	Iteration 13Q: 3 clusters Score -1856044 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1856150.875000 Penalty: 3146.172852
	Iteration 14Q: 3 clusters Score -1856151 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1856262.250000 Penalty: 3146.172852
	Iteration 15Q: 3 clusters Score -1856262 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1856383.250000 Penalty: 3146.172852
	Iteration 16Q: 3 clusters Score -1856383 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1856501.000000 Penalty: 3146.172852
	Iteration 17Q: 3 clusters Score -1856501 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1856611.625000 Penalty: 3146.172852
	Iteration 18Q: 3 clusters Score -1856612 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1856682.625000 Penalty: 3146.172852
	Iteration 19Q: 3 clusters Score -1856683 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1856714.500000 Penalty: 3146.172852
	Iteration 20F: 3 clusters Score -1856714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1856740.375000 Penalty: 3146.172852
	Iteration 21Q: 3 clusters Score -1856740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1856753.125000 Penalty: 3146.172852
	Iteration 22Q: 3 clusters Score -1856753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1856756.875000 Penalty: 3146.172852
	Iteration 23Q: 3 clusters Score -1856757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1856761.375000 Penalty: 3146.172852
	Iteration 24Q: 3 clusters Score -1856761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1856768.000000 Penalty: 3146.172852
	Iteration 25Q: 3 clusters Score -1856768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1856769.125000 Penalty: 3146.172852
	Iteration 26Q: 3 clusters Score -1856769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1856772.125000 Penalty: 3146.172852
	Iteration 27Q: 3 clusters Score -1856772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1856772.625000 Penalty: 3146.172852
	Iteration 28Q: 3 clusters Score -1856773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1856773.875000 Penalty: 3146.172852
	Iteration 29Q: 3 clusters Score -1856774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1856777.750000 Penalty: 3146.172852
	Iteration 30Q: 3 clusters Score -1856778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1856776.375000 Penalty: 3146.172852
	Iteration 31Q: 3 clusters Score -1856776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1856774.750000 Penalty: 3146.172852
	Iteration 32Q: 3 clusters Score -1856775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1856777.625000 Penalty: 3146.172852
	Iteration 33Q: 3 clusters Score -1856778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1856777.875000 Penalty: 3146.172852
	Iteration 34Q: 3 clusters Score -1856778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1856777.500000 Penalty: 3146.172852
	Iteration 35Q: 3 clusters Score -1856778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1856778.875000 Penalty: 3146.172852
	Iteration 36Q: 3 clusters Score -1856779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1856778.125000 Penalty: 3146.172852
	Iteration 37Q: 3 clusters Score -1856778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1856777.125000 Penalty: 3146.172852
	Iteration 38Q: 3 clusters Score -1856777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1856778.625000 Penalty: 3146.172852
	Iteration 39Q: 3 clusters Score -1856779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1856781.500000 Penalty: 3146.172852
	Iteration 40F: 3 clusters Score -1856782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1856779.500000 Penalty: 3146.172852
	Iteration 41Q: 3 clusters Score -1856780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1856781.500000 Penalty: 3146.172852
	Iteration 42Q: 3 clusters Score -1856782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1856783.875000 Penalty: 3146.172852
	Iteration 43Q: 3 clusters Score -1856784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1856783.500000 Penalty: 3146.172852
	Iteration 44Q: 3 clusters Score -1856784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1856782.125000 Penalty: 3146.172852
	Iteration 45Q: 3 clusters Score -1856782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1856781.750000 Penalty: 3146.172852
	Iteration 46Q: 3 clusters Score -1856782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1856785.000000 Penalty: 3146.172852
	Iteration 47Q: 3 clusters Score -1856785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1856789.750000 Penalty: 3146.172852
	Iteration 48Q: 3 clusters Score -1856790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1856788.375000 Penalty: 3146.172852
	Iteration 49Q: 3 clusters Score -1856788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1856791.500000 Penalty: 3146.172852
	Iteration 50Q: 3 clusters Score -1856792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1856790.375000 Penalty: 3146.172852
	Iteration 51Q: 3 clusters Score -1856790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1856791.250000 Penalty: 3146.172852
	Iteration 52Q: 3 clusters Score -1856791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1856790.375000 Penalty: 3146.172852
	Iteration 53Q: 3 clusters Score -1856790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1856790.625000 Penalty: 3146.172852
	Iteration 54Q: 3 clusters Score -1856791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1856791.500000 Penalty: 3146.172852
	Iteration 55Q: 3 clusters Score -1856792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1856792.750000 Penalty: 3146.172852
	Iteration 56Q: 3 clusters Score -1856793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1856795.250000 Penalty: 3146.172852
	Iteration 57Q: 3 clusters Score -1856795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1856797.125000 Penalty: 3146.172852
	Iteration 58Q: 3 clusters Score -1856797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1856797.000000 Penalty: 3146.172852
	Iteration 59Q: 3 clusters Score -1856797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1856796.875000 Penalty: 3146.172852
	Iteration 60F: 3 clusters Score -1856797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1856795.625000 Penalty: 3146.172852
	Iteration 61Q: 3 clusters Score -1856796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1856798.375000 Penalty: 3146.172852
	Iteration 62Q: 3 clusters Score -1856798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1856799.625000 Penalty: 3146.172852
	Iteration 63Q: 3 clusters Score -1856800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1856800.375000 Penalty: 3146.172852
	Iteration 64Q: 3 clusters Score -1856800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1856799.875000 Penalty: 3146.172852
	Iteration 65Q: 3 clusters Score -1856800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1856802.500000 Penalty: 3146.172852
	Iteration 66Q: 3 clusters Score -1856802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1856802.000000 Penalty: 3146.172852
	Iteration 67Q: 3 clusters Score -1856802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1856802.750000 Penalty: 3146.172852
	Iteration 68Q: 3 clusters Score -1856803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1856803.000000 Penalty: 3146.172852
	Iteration 69Q: 3 clusters Score -1856803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1856804.375000 Penalty: 3146.172852
	Iteration 70Q: 3 clusters Score -1856804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1856801.500000 Penalty: 3146.172852
	Iteration 71Q: 3 clusters Score -1856802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1856804.000000 Penalty: 3146.172852
	Iteration 72Q: 3 clusters Score -1856804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1856804.000000 Penalty: 3146.172852
	Iteration 73F: 3 clusters Score -1856804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (112130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112130 members 
Entering Unmasked Estep 
Score: -13130765.000000 Penalty: 1889.454712
	Iteration 0F: 2 clusters Score -1.313076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -13059386.000000 Penalty: 3778.909424
	Iteration 0F: 3 clusters Score -1.305939e+07 nChanged 54078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -13091012.000000 Penalty: 3778.909424
	Iteration 1F: 3 clusters Score -1.309101e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -13091839.000000 Penalty: 3778.909424
	Iteration 2Q: 3 clusters Score -1.309184e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -13092951.000000 Penalty: 3778.909424
	Iteration 3Q: 3 clusters Score -1.309295e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -13094430.000000 Penalty: 3778.909424
	Iteration 4Q: 3 clusters Score -1.309443e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -13096305.000000 Penalty: 3778.909424
	Iteration 5Q: 3 clusters Score -1.30963e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -13099345.000000 Penalty: 3778.909424
	Iteration 6F: 3 clusters Score -1.309934e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 70712 members 
Entering Unmasked Estep 
Score: -13103591.000000 Penalty: 3778.909424
	Iteration 7F: 3 clusters Score -1.310359e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -13108869.000000 Penalty: 3778.909424
	Iteration 8F: 3 clusters Score -1.310887e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -13113603.000000 Penalty: 3778.909424
	Iteration 9F: 3 clusters Score -1.31136e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -13116394.000000 Penalty: 3778.909424
	Iteration 10Q: 3 clusters Score -1.311639e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -13117487.000000 Penalty: 3778.909424
	Iteration 11Q: 3 clusters Score -1.311749e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -13118089.000000 Penalty: 3778.909424
	Iteration 12Q: 3 clusters Score -1.311809e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -13118527.000000 Penalty: 3778.909424
	Iteration 13Q: 3 clusters Score -1.311853e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 86923 members 
Entering Unmasked Estep 
Score: -13118991.000000 Penalty: 3778.909424
	Iteration 14Q: 3 clusters Score -1.311899e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -13119500.000000 Penalty: 3778.909424
	Iteration 15Q: 3 clusters Score -1.31195e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -13119994.000000 Penalty: 3778.909424
	Iteration 16Q: 3 clusters Score -1.311999e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -13120477.000000 Penalty: 3778.909424
	Iteration 17Q: 3 clusters Score -1.312048e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -13120933.000000 Penalty: 3778.909424
	Iteration 18Q: 3 clusters Score -1.312093e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 94372 members 
Entering Unmasked Estep 
Score: -13121438.000000 Penalty: 3778.909424
	Iteration 19Q: 3 clusters Score -1.312144e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -13122018.000000 Penalty: 3778.909424
	Iteration 20F: 3 clusters Score -1.312202e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 97170 members 
Entering Unmasked Estep 
Score: -13122581.000000 Penalty: 3778.909424
	Iteration 21Q: 3 clusters Score -1.312258e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 98509 members 
Entering Unmasked Estep 
Score: -13123127.000000 Penalty: 3778.909424
	Iteration 22Q: 3 clusters Score -1.312313e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -13123605.000000 Penalty: 3778.909424
	Iteration 23Q: 3 clusters Score -1.31236e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 101038 members 
Entering Unmasked Estep 
Score: -13124564.000000 Penalty: 3778.909424
	Iteration 24Q: 3 clusters Score -1.312456e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 102272 members 
Entering Unmasked Estep 
Score: -13125483.000000 Penalty: 3778.909424
	Iteration 25Q: 3 clusters Score -1.312548e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -13126228.000000 Penalty: 3778.909424
	Iteration 26Q: 3 clusters Score -1.312623e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 104643 members 
Entering Unmasked Estep 
Score: -13126925.000000 Penalty: 3778.909424
	Iteration 27Q: 3 clusters Score -1.312692e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 105741 members 
Entering Unmasked Estep 
Score: -13127476.000000 Penalty: 3778.909424
	Iteration 28Q: 3 clusters Score -1.312748e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 106668 members 
Entering Unmasked Estep 
Score: -13127922.000000 Penalty: 3778.909424
	Iteration 29Q: 3 clusters Score -1.312792e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 107440 members 
Entering Unmasked Estep 
Score: -13128344.000000 Penalty: 3778.909424
	Iteration 30Q: 3 clusters Score -1.312834e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 108096 members 
Entering Unmasked Estep 
Score: -13128648.000000 Penalty: 3778.909424
	Iteration 31Q: 3 clusters Score -1.312865e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 108605 members 
Entering Unmasked Estep 
Score: -13128798.000000 Penalty: 3778.909424
	Iteration 32Q: 3 clusters Score -1.31288e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 109026 members 
Entering Unmasked Estep 
Score: -13128961.000000 Penalty: 3778.909424
	Iteration 33Q: 3 clusters Score -1.312896e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 109350 members 
Entering Unmasked Estep 
Score: -13129088.000000 Penalty: 3778.909424
	Iteration 34Q: 3 clusters Score -1.312909e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 109609 members 
Entering Unmasked Estep 
Score: -13129200.000000 Penalty: 3778.909424
	Iteration 35Q: 3 clusters Score -1.31292e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 109831 members 
Entering Unmasked Estep 
Score: -13129271.000000 Penalty: 3778.909424
	Iteration 36Q: 3 clusters Score -1.312927e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 110013 members 
Entering Unmasked Estep 
Score: -13129284.000000 Penalty: 3778.909424
	Iteration 37Q: 3 clusters Score -1.312928e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 110147 members 
Entering Unmasked Estep 
Score: -13129312.000000 Penalty: 3778.909424
	Iteration 38Q: 3 clusters Score -1.312931e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 110264 members 
Entering Unmasked Estep 
Score: -13129318.000000 Penalty: 3778.909424
	Iteration 39Q: 3 clusters Score -1.312932e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 110353 members 
Entering Unmasked Estep 
Score: -13129347.000000 Penalty: 3778.909424
	Iteration 40F: 3 clusters Score -1.312935e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 110441 members 
Entering Unmasked Estep 
Score: -13129369.000000 Penalty: 3778.909424
	Iteration 41Q: 3 clusters Score -1.312937e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 110520 members 
Entering Unmasked Estep 
Score: -13129393.000000 Penalty: 3778.909424
	Iteration 42Q: 3 clusters Score -1.312939e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -13129397.000000 Penalty: 3778.909424
	Iteration 43Q: 3 clusters Score -1.31294e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 110651 members 
Entering Unmasked Estep 
Score: -13129431.000000 Penalty: 3778.909424
	Iteration 44Q: 3 clusters Score -1.312943e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -13129439.000000 Penalty: 3778.909424
	Iteration 45Q: 3 clusters Score -1.312944e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -13129453.000000 Penalty: 3778.909424
	Iteration 46Q: 3 clusters Score -1.312945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 110784 members 
Entering Unmasked Estep 
Score: -13129462.000000 Penalty: 3778.909424
	Iteration 47Q: 3 clusters Score -1.312946e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -13129482.000000 Penalty: 3778.909424
	Iteration 48Q: 3 clusters Score -1.312948e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 110878 members 
Entering Unmasked Estep 
Score: -13129483.000000 Penalty: 3778.909424
	Iteration 49Q: 3 clusters Score -1.312948e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -13129502.000000 Penalty: 3778.909424
	Iteration 50Q: 3 clusters Score -1.31295e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 110941 members 
Entering Unmasked Estep 
Score: -13129523.000000 Penalty: 3778.909424
	Iteration 51Q: 3 clusters Score -1.312952e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -13129521.000000 Penalty: 3778.909424
	Iteration 52Q: 3 clusters Score -1.312952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -13129541.000000 Penalty: 3778.909424
	Iteration 53Q: 3 clusters Score -1.312954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 111016 members 
Entering Unmasked Estep 
Score: -13129536.000000 Penalty: 3778.909424
	Iteration 54Q: 3 clusters Score -1.312954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -13129544.000000 Penalty: 3778.909424
	Iteration 55Q: 3 clusters Score -1.312954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 111044 members 
Entering Unmasked Estep 
Score: -13129523.000000 Penalty: 3778.909424
	Iteration 56Q: 3 clusters Score -1.312952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 111057 members 
Entering Unmasked Estep 
Score: -13129529.000000 Penalty: 3778.909424
	Iteration 57Q: 3 clusters Score -1.312953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 111072 members 
Entering Unmasked Estep 
Score: -13129526.000000 Penalty: 3778.909424
	Iteration 58Q: 3 clusters Score -1.312953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 111084 members 
Entering Unmasked Estep 
Score: -13129541.000000 Penalty: 3778.909424
	Iteration 59Q: 3 clusters Score -1.312954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -13129549.000000 Penalty: 3778.909424
	Iteration 60F: 3 clusters Score -1.312955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 111100 members 
Entering Unmasked Estep 
Score: -13129549.000000 Penalty: 3778.909424
	Iteration 61Q: 3 clusters Score -1.312955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 111110 members 
Entering Unmasked Estep 
Score: -13129550.000000 Penalty: 3778.909424
	Iteration 62Q: 3 clusters Score -1.312955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -13129547.000000 Penalty: 3778.909424
	Iteration 63Q: 3 clusters Score -1.312955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 111124 members 
Entering Unmasked Estep 
Score: -13129550.000000 Penalty: 3778.909424
	Iteration 64Q: 3 clusters Score -1.312955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 111131 members 
Entering Unmasked Estep 
Score: -13129563.000000 Penalty: 3778.909424
	Iteration 65Q: 3 clusters Score -1.312956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 111137 members 
Entering Unmasked Estep 
Score: -13129562.000000 Penalty: 3778.909424
	Iteration 66Q: 3 clusters Score -1.312956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -13129566.000000 Penalty: 3778.909424
	Iteration 67Q: 3 clusters Score -1.312957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 111149 members 
Entering Unmasked Estep 
Score: -13129552.000000 Penalty: 3778.909424
	Iteration 68Q: 3 clusters Score -1.312955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 111155 members 
Entering Unmasked Estep 
Score: -13129555.000000 Penalty: 3778.909424
	Iteration 69Q: 3 clusters Score -1.312956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 111155 members 
Entering Unmasked Estep 
Score: -13129559.000000 Penalty: 3778.909424
	Iteration 70Q: 3 clusters Score -1.312956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 111155 members 
Entering Unmasked Estep 
Score: -13129563.000000 Penalty: 3778.909424
	Iteration 71Q: 3 clusters Score -1.312956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 111154 members 
Entering Unmasked Estep 
Score: -13129561.000000 Penalty: 3778.909424
	Iteration 72Q: 3 clusters Score -1.312956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 111154 members 
Entering Unmasked Estep 
Score: -13129561.000000 Penalty: 3778.909424
	Iteration 73F: 3 clusters Score -1.312956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -474399.468750 Penalty: 1350.562256
	Iteration 0F: 2 clusters Score -474399.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -471038.687500 Penalty: 2701.124512
	Iteration 0F: 3 clusters Score -471038.7 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -471947.406250 Penalty: 2701.124512
	Iteration 1F: 3 clusters Score -471947.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -472134.812500 Penalty: 2701.124512
	Iteration 2F: 3 clusters Score -472134.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -472296.656250 Penalty: 2701.124512
	Iteration 3F: 3 clusters Score -472296.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -472406.375000 Penalty: 2701.124512
	Iteration 4Q: 3 clusters Score -472406.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -472500.468750 Penalty: 2701.124512
	Iteration 5Q: 3 clusters Score -472500.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -472591.437500 Penalty: 2701.124512
	Iteration 6Q: 3 clusters Score -472591.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -472680.625000 Penalty: 2701.124512
	Iteration 7Q: 3 clusters Score -472680.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -472770.906250 Penalty: 2701.124512
	Iteration 8Q: 3 clusters Score -472770.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -472855.062500 Penalty: 2701.124512
	Iteration 9Q: 3 clusters Score -472855.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -472928.312500 Penalty: 2701.124512
	Iteration 10Q: 3 clusters Score -472928.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -473000.843750 Penalty: 2701.124512
	Iteration 11Q: 3 clusters Score -473000.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -473051.562500 Penalty: 2701.124512
	Iteration 12Q: 3 clusters Score -473051.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -473088.312500 Penalty: 2701.124512
	Iteration 13Q: 3 clusters Score -473088.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -473120.906250 Penalty: 2701.124512
	Iteration 14Q: 3 clusters Score -473120.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -473145.625000 Penalty: 2701.124512
	Iteration 15Q: 3 clusters Score -473145.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -473168.562500 Penalty: 2701.124512
	Iteration 16Q: 3 clusters Score -473168.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -473185.125000 Penalty: 2701.124512
	Iteration 17Q: 3 clusters Score -473185.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -473199.125000 Penalty: 2701.124512
	Iteration 18Q: 3 clusters Score -473199.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -473208.281250 Penalty: 2701.124512
	Iteration 19Q: 3 clusters Score -473208.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -473215.937500 Penalty: 2701.124512
	Iteration 20F: 3 clusters Score -473215.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -473222.875000 Penalty: 2701.124512
	Iteration 21Q: 3 clusters Score -473222.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -473227.718750 Penalty: 2701.124512
	Iteration 22Q: 3 clusters Score -473227.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -473232.687500 Penalty: 2701.124512
	Iteration 23Q: 3 clusters Score -473232.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -473239.375000 Penalty: 2701.124512
	Iteration 24Q: 3 clusters Score -473239.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -473247.718750 Penalty: 2701.124512
	Iteration 25Q: 3 clusters Score -473247.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -473253.156250 Penalty: 2701.124512
	Iteration 26Q: 3 clusters Score -473253.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -473259.093750 Penalty: 2701.124512
	Iteration 27Q: 3 clusters Score -473259.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -473261.406250 Penalty: 2701.124512
	Iteration 28Q: 3 clusters Score -473261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -473261.656250 Penalty: 2701.124512
	Iteration 29Q: 3 clusters Score -473261.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -473263.593750 Penalty: 2701.124512
	Iteration 30Q: 3 clusters Score -473263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -473263.625000 Penalty: 2701.124512
	Iteration 31Q: 3 clusters Score -473263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -473264.031250 Penalty: 2701.124512
	Iteration 32Q: 3 clusters Score -473264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -473264.031250 Penalty: 2701.124512
	Iteration 33F: 3 clusters Score -473264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Entering Unmasked Estep 
Score: -4017096.000000 Penalty: 1698.367676
	Iteration 0F: 2 clusters Score -4017096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3993992.750000 Penalty: 3396.735352
	Iteration 0F: 3 clusters Score -3993993 nChanged 15946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4002873.250000 Penalty: 3396.735352
	Iteration 1F: 3 clusters Score -4002873 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4003217.750000 Penalty: 3396.735352
	Iteration 2Q: 3 clusters Score -4003218 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4003490.250000 Penalty: 3396.735352
	Iteration 3Q: 3 clusters Score -4003490 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4003818.500000 Penalty: 3396.735352
	Iteration 4Q: 3 clusters Score -4003818 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4004178.000000 Penalty: 3396.735352
	Iteration 5Q: 3 clusters Score -4004178 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4004718.250000 Penalty: 3396.735352
	Iteration 6Q: 3 clusters Score -4004718 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -4005619.750000 Penalty: 3396.735352
	Iteration 7Q: 3 clusters Score -4005620 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -4006905.250000 Penalty: 3396.735352
	Iteration 8F: 3 clusters Score -4006905 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -4008664.000000 Penalty: 3396.735352
	Iteration 9F: 3 clusters Score -4008664 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4010792.000000 Penalty: 3396.735352
	Iteration 10F: 3 clusters Score -4010792 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -4012698.750000 Penalty: 3396.735352
	Iteration 11F: 3 clusters Score -4012699 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4013950.750000 Penalty: 3396.735352
	Iteration 12Q: 3 clusters Score -4013951 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4014676.500000 Penalty: 3396.735352
	Iteration 13Q: 3 clusters Score -4014676 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4015065.250000 Penalty: 3396.735352
	Iteration 14Q: 3 clusters Score -4015065 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4015286.250000 Penalty: 3396.735352
	Iteration 15Q: 3 clusters Score -4015286 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4015413.500000 Penalty: 3396.735352
	Iteration 16Q: 3 clusters Score -4015414 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -4015492.000000 Penalty: 3396.735352
	Iteration 17Q: 3 clusters Score -4015492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4015536.750000 Penalty: 3396.735352
	Iteration 18Q: 3 clusters Score -4015537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4015581.000000 Penalty: 3396.735352
	Iteration 19Q: 3 clusters Score -4015581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4015594.250000 Penalty: 3396.735352
	Iteration 20F: 3 clusters Score -4015594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4015601.000000 Penalty: 3396.735352
	Iteration 21Q: 3 clusters Score -4015601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4015606.750000 Penalty: 3396.735352
	Iteration 22Q: 3 clusters Score -4015607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4015613.000000 Penalty: 3396.735352
	Iteration 23Q: 3 clusters Score -4015613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4015615.250000 Penalty: 3396.735352
	Iteration 24Q: 3 clusters Score -4015615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -4015618.250000 Penalty: 3396.735352
	Iteration 25Q: 3 clusters Score -4015618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -4015624.250000 Penalty: 3396.735352
	Iteration 26Q: 3 clusters Score -4015624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4015625.750000 Penalty: 3396.735352
	Iteration 27Q: 3 clusters Score -4015626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -4015626.750000 Penalty: 3396.735352
	Iteration 28Q: 3 clusters Score -4015627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -4015626.750000 Penalty: 3396.735352
	Iteration 29F: 3 clusters Score -4015627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -421131.625000 Penalty: 1329.892822
	Iteration 0F: 2 clusters Score -421131.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -417988.625000 Penalty: 2659.785645
	Iteration 0F: 3 clusters Score -417988.6 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -418709.281250 Penalty: 2659.785645
	Iteration 1F: 3 clusters Score -418709.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -418854.000000 Penalty: 2659.785645
	Iteration 2F: 3 clusters Score -418854 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -418954.187500 Penalty: 2659.785645
	Iteration 3F: 3 clusters Score -418954.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -419020.500000 Penalty: 2659.785645
	Iteration 4Q: 3 clusters Score -419020.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -419077.937500 Penalty: 2659.785645
	Iteration 5Q: 3 clusters Score -419077.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -419126.937500 Penalty: 2659.785645
	Iteration 6Q: 3 clusters Score -419126.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -419165.187500 Penalty: 2659.785645
	Iteration 7Q: 3 clusters Score -419165.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -419201.375000 Penalty: 2659.785645
	Iteration 8Q: 3 clusters Score -419201.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -419229.906250 Penalty: 2659.785645
	Iteration 9Q: 3 clusters Score -419229.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -419259.781250 Penalty: 2659.785645
	Iteration 10Q: 3 clusters Score -419259.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -419284.718750 Penalty: 2659.785645
	Iteration 11Q: 3 clusters Score -419284.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -419310.968750 Penalty: 2659.785645
	Iteration 12Q: 3 clusters Score -419311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -419339.968750 Penalty: 2659.785645
	Iteration 13Q: 3 clusters Score -419340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -419376.562500 Penalty: 2659.785645
	Iteration 14Q: 3 clusters Score -419376.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -419419.750000 Penalty: 2659.785645
	Iteration 15Q: 3 clusters Score -419419.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -419464.312500 Penalty: 2659.785645
	Iteration 16Q: 3 clusters Score -419464.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -419503.562500 Penalty: 2659.785645
	Iteration 17Q: 3 clusters Score -419503.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -419542.187500 Penalty: 2659.785645
	Iteration 18Q: 3 clusters Score -419542.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -419584.656250 Penalty: 2659.785645
	Iteration 19Q: 3 clusters Score -419584.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -419618.062500 Penalty: 2659.785645
	Iteration 20F: 3 clusters Score -419618.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -419649.375000 Penalty: 2659.785645
	Iteration 21Q: 3 clusters Score -419649.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -419665.812500 Penalty: 2659.785645
	Iteration 22Q: 3 clusters Score -419665.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -419678.562500 Penalty: 2659.785645
	Iteration 23Q: 3 clusters Score -419678.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -419696.937500 Penalty: 2659.785645
	Iteration 24Q: 3 clusters Score -419696.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -419711.531250 Penalty: 2659.785645
	Iteration 25Q: 3 clusters Score -419711.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -419721.843750 Penalty: 2659.785645
	Iteration 26Q: 3 clusters Score -419721.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -419728.781250 Penalty: 2659.785645
	Iteration 27Q: 3 clusters Score -419728.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -419737.875000 Penalty: 2659.785645
	Iteration 28Q: 3 clusters Score -419737.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -419744.875000 Penalty: 2659.785645
	Iteration 29Q: 3 clusters Score -419744.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -419754.656250 Penalty: 2659.785645
	Iteration 30Q: 3 clusters Score -419754.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -419761.843750 Penalty: 2659.785645
	Iteration 31Q: 3 clusters Score -419761.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -419770.343750 Penalty: 2659.785645
	Iteration 32Q: 3 clusters Score -419770.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -419780.000000 Penalty: 2659.785645
	Iteration 33Q: 3 clusters Score -419780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -419786.656250 Penalty: 2659.785645
	Iteration 34Q: 3 clusters Score -419786.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -419790.593750 Penalty: 2659.785645
	Iteration 35Q: 3 clusters Score -419790.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -419792.187500 Penalty: 2659.785645
	Iteration 36Q: 3 clusters Score -419792.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -419794.562500 Penalty: 2659.785645
	Iteration 37Q: 3 clusters Score -419794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -419794.968750 Penalty: 2659.785645
	Iteration 38Q: 3 clusters Score -419795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -419796.062500 Penalty: 2659.785645
	Iteration 39Q: 3 clusters Score -419796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -419797.531250 Penalty: 2659.785645
	Iteration 40F: 3 clusters Score -419797.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -419799.562500 Penalty: 2659.785645
	Iteration 41Q: 3 clusters Score -419799.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -419804.687500 Penalty: 2659.785645
	Iteration 42Q: 3 clusters Score -419804.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -419807.250000 Penalty: 2659.785645
	Iteration 43Q: 3 clusters Score -419807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -419810.250000 Penalty: 2659.785645
	Iteration 44Q: 3 clusters Score -419810.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -419814.437500 Penalty: 2659.785645
	Iteration 45Q: 3 clusters Score -419814.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -419823.062500 Penalty: 2659.785645
	Iteration 46Q: 3 clusters Score -419823.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -419831.500000 Penalty: 2659.785645
	Iteration 47Q: 3 clusters Score -419831.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -419835.375000 Penalty: 2659.785645
	Iteration 48Q: 3 clusters Score -419835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -419837.593750 Penalty: 2659.785645
	Iteration 49Q: 3 clusters Score -419837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -419840.968750 Penalty: 2659.785645
	Iteration 50Q: 3 clusters Score -419841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -419842.843750 Penalty: 2659.785645
	Iteration 51Q: 3 clusters Score -419842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -419844.468750 Penalty: 2659.785645
	Iteration 52Q: 3 clusters Score -419844.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -419846.250000 Penalty: 2659.785645
	Iteration 53Q: 3 clusters Score -419846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -419847.687500 Penalty: 2659.785645
	Iteration 54Q: 3 clusters Score -419847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -419849.156250 Penalty: 2659.785645
	Iteration 55Q: 3 clusters Score -419849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -419849.250000 Penalty: 2659.785645
	Iteration 56Q: 3 clusters Score -419849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -419849.937500 Penalty: 2659.785645
	Iteration 57Q: 3 clusters Score -419849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -419849.812500 Penalty: 2659.785645
	Iteration 58Q: 3 clusters Score -419849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -419851.343750 Penalty: 2659.785645
	Iteration 59Q: 3 clusters Score -419851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -419852.687500 Penalty: 2659.785645
	Iteration 60F: 3 clusters Score -419852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -419855.531250 Penalty: 2659.785645
	Iteration 61Q: 3 clusters Score -419855.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -419857.156250 Penalty: 2659.785645
	Iteration 62Q: 3 clusters Score -419857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -419858.781250 Penalty: 2659.785645
	Iteration 63Q: 3 clusters Score -419858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -419860.843750 Penalty: 2659.785645
	Iteration 64Q: 3 clusters Score -419860.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -419862.781250 Penalty: 2659.785645
	Iteration 65Q: 3 clusters Score -419862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -419865.906250 Penalty: 2659.785645
	Iteration 66Q: 3 clusters Score -419865.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -419868.906250 Penalty: 2659.785645
	Iteration 67Q: 3 clusters Score -419868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -419871.500000 Penalty: 2659.785645
	Iteration 68Q: 3 clusters Score -419871.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -419875.593750 Penalty: 2659.785645
	Iteration 69Q: 3 clusters Score -419875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -419877.906250 Penalty: 2659.785645
	Iteration 70Q: 3 clusters Score -419877.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -419878.531250 Penalty: 2659.785645
	Iteration 71Q: 3 clusters Score -419878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -419881.093750 Penalty: 2659.785645
	Iteration 72Q: 3 clusters Score -419881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -419882.937500 Penalty: 2659.785645
	Iteration 73Q: 3 clusters Score -419882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -419884.593750 Penalty: 2659.785645
	Iteration 74Q: 3 clusters Score -419884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -419886.406250 Penalty: 2659.785645
	Iteration 75Q: 3 clusters Score -419886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -419890.312500 Penalty: 2659.785645
	Iteration 76Q: 3 clusters Score -419890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -419892.500000 Penalty: 2659.785645
	Iteration 77Q: 3 clusters Score -419892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -419893.031250 Penalty: 2659.785645
	Iteration 78Q: 3 clusters Score -419893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -419893.031250 Penalty: 2659.785645
	Iteration 79F: 3 clusters Score -419893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Entering Unmasked Estep 
Score: -622624.187500 Penalty: 1405.221802
	Iteration 0F: 2 clusters Score -622624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -618181.187500 Penalty: 2810.443604
	Iteration 0F: 3 clusters Score -618181.2 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -619620.500000 Penalty: 2810.443604
	Iteration 1F: 3 clusters Score -619620.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -620071.437500 Penalty: 2810.443604
	Iteration 2F: 3 clusters Score -620071.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -620481.750000 Penalty: 2810.443604
	Iteration 3F: 3 clusters Score -620481.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -620809.062500 Penalty: 2810.443604
	Iteration 4F: 3 clusters Score -620809.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -621070.125000 Penalty: 2810.443604
	Iteration 5F: 3 clusters Score -621070.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -621280.062500 Penalty: 2810.443604
	Iteration 6F: 3 clusters Score -621280.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -621437.687500 Penalty: 2810.443604
	Iteration 7Q: 3 clusters Score -621437.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -621576.187500 Penalty: 2810.443604
	Iteration 8Q: 3 clusters Score -621576.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -621666.562500 Penalty: 2810.443604
	Iteration 9Q: 3 clusters Score -621666.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -621723.625000 Penalty: 2810.443604
	Iteration 10Q: 3 clusters Score -621723.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -621762.437500 Penalty: 2810.443604
	Iteration 11Q: 3 clusters Score -621762.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -621786.812500 Penalty: 2810.443604
	Iteration 12Q: 3 clusters Score -621786.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -621806.625000 Penalty: 2810.443604
	Iteration 13Q: 3 clusters Score -621806.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -621822.000000 Penalty: 2810.443604
	Iteration 14Q: 3 clusters Score -621822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -621839.625000 Penalty: 2810.443604
	Iteration 15Q: 3 clusters Score -621839.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -621855.625000 Penalty: 2810.443604
	Iteration 16Q: 3 clusters Score -621855.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -621870.250000 Penalty: 2810.443604
	Iteration 17Q: 3 clusters Score -621870.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -621878.687500 Penalty: 2810.443604
	Iteration 18Q: 3 clusters Score -621878.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -621887.062500 Penalty: 2810.443604
	Iteration 19Q: 3 clusters Score -621887.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -621893.750000 Penalty: 2810.443604
	Iteration 20F: 3 clusters Score -621893.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -621900.000000 Penalty: 2810.443604
	Iteration 21Q: 3 clusters Score -621900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -621903.687500 Penalty: 2810.443604
	Iteration 22Q: 3 clusters Score -621903.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -621906.562500 Penalty: 2810.443604
	Iteration 23Q: 3 clusters Score -621906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -621909.062500 Penalty: 2810.443604
	Iteration 24Q: 3 clusters Score -621909.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -621913.375000 Penalty: 2810.443604
	Iteration 25Q: 3 clusters Score -621913.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -621915.937500 Penalty: 2810.443604
	Iteration 26Q: 3 clusters Score -621915.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -621920.062500 Penalty: 2810.443604
	Iteration 27Q: 3 clusters Score -621920.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -621923.937500 Penalty: 2810.443604
	Iteration 28Q: 3 clusters Score -621923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -621928.437500 Penalty: 2810.443604
	Iteration 29Q: 3 clusters Score -621928.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -621930.125000 Penalty: 2810.443604
	Iteration 30Q: 3 clusters Score -621930.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -621934.375000 Penalty: 2810.443604
	Iteration 31Q: 3 clusters Score -621934.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -621938.625000 Penalty: 2810.443604
	Iteration 32Q: 3 clusters Score -621938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -621940.312500 Penalty: 2810.443604
	Iteration 33Q: 3 clusters Score -621940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -621943.062500 Penalty: 2810.443604
	Iteration 34Q: 3 clusters Score -621943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -621945.125000 Penalty: 2810.443604
	Iteration 35Q: 3 clusters Score -621945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -621949.437500 Penalty: 2810.443604
	Iteration 36Q: 3 clusters Score -621949.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -621949.750000 Penalty: 2810.443604
	Iteration 37Q: 3 clusters Score -621949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -621950.812500 Penalty: 2810.443604
	Iteration 38Q: 3 clusters Score -621950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -621951.187500 Penalty: 2810.443604
	Iteration 39Q: 3 clusters Score -621951.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -621951.187500 Penalty: 2810.443604
	Iteration 40F: 3 clusters Score -621951.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -13958.792969 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -13958.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13269.250977 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -13269.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13329.108398 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -13329.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13356.713867 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -13356.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13368.773438 Penalty: 1649.431519
	Iteration 3Q: 3 clusters Score -13368.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13374.306641 Penalty: 1649.431519
	Iteration 4Q: 3 clusters Score -13374.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13376.902344 Penalty: 1649.431519
	Iteration 5Q: 3 clusters Score -13376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13380.119141 Penalty: 1649.431519
	Iteration 6Q: 3 clusters Score -13380.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13384.244141 Penalty: 1649.431519
	Iteration 7Q: 3 clusters Score -13384.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13385.691406 Penalty: 1649.431519
	Iteration 8Q: 3 clusters Score -13385.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13385.691406 Penalty: 1649.431519
	Iteration 9F: 3 clusters Score -13385.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Entering Unmasked Estep 
Score: -10417243.000000 Penalty: 1852.473267
	Iteration 0F: 2 clusters Score -1.041724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -10358628.000000 Penalty: 3704.946533
	Iteration 0F: 3 clusters Score -1.035863e+07 nChanged 42867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -10383263.000000 Penalty: 3704.946533
	Iteration 1F: 3 clusters Score -1.038326e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -10383902.000000 Penalty: 3704.946533
	Iteration 2Q: 3 clusters Score -1.03839e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -10384604.000000 Penalty: 3704.946533
	Iteration 3Q: 3 clusters Score -1.03846e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -10385488.000000 Penalty: 3704.946533
	Iteration 4Q: 3 clusters Score -1.038549e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -10386718.000000 Penalty: 3704.946533
	Iteration 5Q: 3 clusters Score -1.038672e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -10388567.000000 Penalty: 3704.946533
	Iteration 6Q: 3 clusters Score -1.038857e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -10391164.000000 Penalty: 3704.946533
	Iteration 7F: 3 clusters Score -1.039116e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -10394960.000000 Penalty: 3704.946533
	Iteration 8F: 3 clusters Score -1.039496e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -10399908.000000 Penalty: 3704.946533
	Iteration 9F: 3 clusters Score -1.039991e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 70891 members 
Entering Unmasked Estep 
Score: -10405271.000000 Penalty: 3704.946533
	Iteration 10F: 3 clusters Score -1.040527e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -10409843.000000 Penalty: 3704.946533
	Iteration 11F: 3 clusters Score -1.040984e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -10412551.000000 Penalty: 3704.946533
	Iteration 12Q: 3 clusters Score -1.041255e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -10413951.000000 Penalty: 3704.946533
	Iteration 13Q: 3 clusters Score -1.041395e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -10414739.000000 Penalty: 3704.946533
	Iteration 14Q: 3 clusters Score -1.041474e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 81634 members 
Entering Unmasked Estep 
Score: -10415173.000000 Penalty: 3704.946533
	Iteration 15Q: 3 clusters Score -1.041517e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -10415470.000000 Penalty: 3704.946533
	Iteration 16Q: 3 clusters Score -1.041547e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -10415658.000000 Penalty: 3704.946533
	Iteration 17Q: 3 clusters Score -1.041566e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -10415796.000000 Penalty: 3704.946533
	Iteration 18Q: 3 clusters Score -1.04158e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -10415964.000000 Penalty: 3704.946533
	Iteration 19Q: 3 clusters Score -1.041596e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -10416099.000000 Penalty: 3704.946533
	Iteration 20F: 3 clusters Score -1.04161e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -10416278.000000 Penalty: 3704.946533
	Iteration 21Q: 3 clusters Score -1.041628e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -10416419.000000 Penalty: 3704.946533
	Iteration 22Q: 3 clusters Score -1.041642e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 85797 members 
Entering Unmasked Estep 
Score: -10416525.000000 Penalty: 3704.946533
	Iteration 23Q: 3 clusters Score -1.041652e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 86049 members 
Entering Unmasked Estep 
Score: -10416640.000000 Penalty: 3704.946533
	Iteration 24Q: 3 clusters Score -1.041664e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -10416729.000000 Penalty: 3704.946533
	Iteration 25Q: 3 clusters Score -1.041673e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -10416807.000000 Penalty: 3704.946533
	Iteration 26Q: 3 clusters Score -1.041681e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -10416868.000000 Penalty: 3704.946533
	Iteration 27Q: 3 clusters Score -1.041687e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -10416909.000000 Penalty: 3704.946533
	Iteration 28Q: 3 clusters Score -1.041691e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -10416947.000000 Penalty: 3704.946533
	Iteration 29Q: 3 clusters Score -1.041695e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -10417011.000000 Penalty: 3704.946533
	Iteration 30Q: 3 clusters Score -1.041701e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -10417022.000000 Penalty: 3704.946533
	Iteration 31Q: 3 clusters Score -1.041702e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 86930 members 
Entering Unmasked Estep 
Score: -10417042.000000 Penalty: 3704.946533
	Iteration 32Q: 3 clusters Score -1.041704e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -10417047.000000 Penalty: 3704.946533
	Iteration 33Q: 3 clusters Score -1.041705e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -10417038.000000 Penalty: 3704.946533
	Iteration 34Q: 3 clusters Score -1.041704e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -10417057.000000 Penalty: 3704.946533
	Iteration 35Q: 3 clusters Score -1.041706e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -10417058.000000 Penalty: 3704.946533
	Iteration 36Q: 3 clusters Score -1.041706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -10417065.000000 Penalty: 3704.946533
	Iteration 37Q: 3 clusters Score -1.041706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -10417063.000000 Penalty: 3704.946533
	Iteration 38Q: 3 clusters Score -1.041706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -10417075.000000 Penalty: 3704.946533
	Iteration 39Q: 3 clusters Score -1.041708e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -10417075.000000 Penalty: 3704.946533
	Iteration 40F: 3 clusters Score -1.041708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -10417068.000000 Penalty: 3704.946533
	Iteration 41Q: 3 clusters Score -1.041707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 87204 members 
Entering Unmasked Estep 
Score: -10417071.000000 Penalty: 3704.946533
	Iteration 42Q: 3 clusters Score -1.041707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 87213 members 
Entering Unmasked Estep 
Score: -10417061.000000 Penalty: 3704.946533
	Iteration 43Q: 3 clusters Score -1.041706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -10417071.000000 Penalty: 3704.946533
	Iteration 44Q: 3 clusters Score -1.041707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 87224 members 
Entering Unmasked Estep 
Score: -10417063.000000 Penalty: 3704.946533
	Iteration 45Q: 3 clusters Score -1.041706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 87228 members 
Entering Unmasked Estep 
Score: -10417065.000000 Penalty: 3704.946533
	Iteration 46Q: 3 clusters Score -1.041706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -10417045.000000 Penalty: 3704.946533
	Iteration 47Q: 3 clusters Score -1.041704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -10417050.000000 Penalty: 3704.946533
	Iteration 48Q: 3 clusters Score -1.041705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -10417048.000000 Penalty: 3704.946533
	Iteration 49Q: 3 clusters Score -1.041705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -10417041.000000 Penalty: 3704.946533
	Iteration 50Q: 3 clusters Score -1.041704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 87252 members 
Entering Unmasked Estep 
Score: -10417031.000000 Penalty: 3704.946533
	Iteration 51Q: 3 clusters Score -1.041703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -10417043.000000 Penalty: 3704.946533
	Iteration 52Q: 3 clusters Score -1.041704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -10417039.000000 Penalty: 3704.946533
	Iteration 53Q: 3 clusters Score -1.041704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -10417040.000000 Penalty: 3704.946533
	Iteration 54Q: 3 clusters Score -1.041704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -10417041.000000 Penalty: 3704.946533
	Iteration 55Q: 3 clusters Score -1.041704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -10417041.000000 Penalty: 3704.946533
	Iteration 56F: 3 clusters Score -1.041704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -272329.906250 Penalty: 1266.859497
	Iteration 0F: 2 clusters Score -272329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -269983.875000 Penalty: 2533.718994
	Iteration 0F: 3 clusters Score -269983.9 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -270488.656250 Penalty: 2533.718994
	Iteration 1F: 3 clusters Score -270488.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -270605.312500 Penalty: 2533.718994
	Iteration 2F: 3 clusters Score -270605.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -270672.437500 Penalty: 2533.718994
	Iteration 3Q: 3 clusters Score -270672.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -270721.375000 Penalty: 2533.718994
	Iteration 4Q: 3 clusters Score -270721.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -270759.281250 Penalty: 2533.718994
	Iteration 5Q: 3 clusters Score -270759.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -270784.343750 Penalty: 2533.718994
	Iteration 6Q: 3 clusters Score -270784.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -270808.781250 Penalty: 2533.718994
	Iteration 7Q: 3 clusters Score -270808.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -270832.187500 Penalty: 2533.718994
	Iteration 8Q: 3 clusters Score -270832.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -270852.093750 Penalty: 2533.718994
	Iteration 9Q: 3 clusters Score -270852.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -270868.656250 Penalty: 2533.718994
	Iteration 10Q: 3 clusters Score -270868.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -270878.000000 Penalty: 2533.718994
	Iteration 11Q: 3 clusters Score -270878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -270886.156250 Penalty: 2533.718994
	Iteration 12Q: 3 clusters Score -270886.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -270892.781250 Penalty: 2533.718994
	Iteration 13Q: 3 clusters Score -270892.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -270898.625000 Penalty: 2533.718994
	Iteration 14Q: 3 clusters Score -270898.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -270910.468750 Penalty: 2533.718994
	Iteration 15Q: 3 clusters Score -270910.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -270925.312500 Penalty: 2533.718994
	Iteration 16Q: 3 clusters Score -270925.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -270938.093750 Penalty: 2533.718994
	Iteration 17Q: 3 clusters Score -270938.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -270948.750000 Penalty: 2533.718994
	Iteration 18Q: 3 clusters Score -270948.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -270957.343750 Penalty: 2533.718994
	Iteration 19Q: 3 clusters Score -270957.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -270961.906250 Penalty: 2533.718994
	Iteration 20F: 3 clusters Score -270961.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -270966.343750 Penalty: 2533.718994
	Iteration 21Q: 3 clusters Score -270966.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -270970.875000 Penalty: 2533.718994
	Iteration 22Q: 3 clusters Score -270970.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -270975.375000 Penalty: 2533.718994
	Iteration 23Q: 3 clusters Score -270975.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -270981.187500 Penalty: 2533.718994
	Iteration 24Q: 3 clusters Score -270981.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -270987.531250 Penalty: 2533.718994
	Iteration 25Q: 3 clusters Score -270987.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -270995.187500 Penalty: 2533.718994
	Iteration 26Q: 3 clusters Score -270995.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -271001.000000 Penalty: 2533.718994
	Iteration 27Q: 3 clusters Score -271001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -271007.375000 Penalty: 2533.718994
	Iteration 28Q: 3 clusters Score -271007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -271010.562500 Penalty: 2533.718994
	Iteration 29Q: 3 clusters Score -271010.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -271013.906250 Penalty: 2533.718994
	Iteration 30Q: 3 clusters Score -271013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -271016.718750 Penalty: 2533.718994
	Iteration 31Q: 3 clusters Score -271016.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -271020.375000 Penalty: 2533.718994
	Iteration 32Q: 3 clusters Score -271020.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -271025.656250 Penalty: 2533.718994
	Iteration 33Q: 3 clusters Score -271025.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -271028.875000 Penalty: 2533.718994
	Iteration 34Q: 3 clusters Score -271028.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -271031.875000 Penalty: 2533.718994
	Iteration 35Q: 3 clusters Score -271031.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -271034.625000 Penalty: 2533.718994
	Iteration 36Q: 3 clusters Score -271034.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -271036.968750 Penalty: 2533.718994
	Iteration 37Q: 3 clusters Score -271037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -271038.656250 Penalty: 2533.718994
	Iteration 38Q: 3 clusters Score -271038.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -271043.250000 Penalty: 2533.718994
	Iteration 39Q: 3 clusters Score -271043.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -271045.750000 Penalty: 2533.718994
	Iteration 40F: 3 clusters Score -271045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -271050.156250 Penalty: 2533.718994
	Iteration 41Q: 3 clusters Score -271050.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -271054.906250 Penalty: 2533.718994
	Iteration 42Q: 3 clusters Score -271054.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -271057.625000 Penalty: 2533.718994
	Iteration 43Q: 3 clusters Score -271057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -271060.468750 Penalty: 2533.718994
	Iteration 44Q: 3 clusters Score -271060.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -271064.593750 Penalty: 2533.718994
	Iteration 45Q: 3 clusters Score -271064.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -271068.875000 Penalty: 2533.718994
	Iteration 46Q: 3 clusters Score -271068.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -271079.281250 Penalty: 2533.718994
	Iteration 47Q: 3 clusters Score -271079.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -271089.531250 Penalty: 2533.718994
	Iteration 48Q: 3 clusters Score -271089.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -271096.718750 Penalty: 2533.718994
	Iteration 49Q: 3 clusters Score -271096.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -271102.531250 Penalty: 2533.718994
	Iteration 50Q: 3 clusters Score -271102.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -271110.593750 Penalty: 2533.718994
	Iteration 51Q: 3 clusters Score -271110.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -271116.875000 Penalty: 2533.718994
	Iteration 52Q: 3 clusters Score -271116.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -271121.906250 Penalty: 2533.718994
	Iteration 53Q: 3 clusters Score -271121.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -271128.156250 Penalty: 2533.718994
	Iteration 54Q: 3 clusters Score -271128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -271135.250000 Penalty: 2533.718994
	Iteration 55Q: 3 clusters Score -271135.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -271141.343750 Penalty: 2533.718994
	Iteration 56Q: 3 clusters Score -271141.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -271147.937500 Penalty: 2533.718994
	Iteration 57Q: 3 clusters Score -271147.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -271155.562500 Penalty: 2533.718994
	Iteration 58Q: 3 clusters Score -271155.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -271163.343750 Penalty: 2533.718994
	Iteration 59Q: 3 clusters Score -271163.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -271169.750000 Penalty: 2533.718994
	Iteration 60F: 3 clusters Score -271169.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -271179.750000 Penalty: 2533.718994
	Iteration 61Q: 3 clusters Score -271179.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -271192.968750 Penalty: 2533.718994
	Iteration 62Q: 3 clusters Score -271193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -271200.562500 Penalty: 2533.718994
	Iteration 63Q: 3 clusters Score -271200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -271203.000000 Penalty: 2533.718994
	Iteration 64Q: 3 clusters Score -271203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -271206.968750 Penalty: 2533.718994
	Iteration 65Q: 3 clusters Score -271207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -271209.843750 Penalty: 2533.718994
	Iteration 66Q: 3 clusters Score -271209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -271211.656250 Penalty: 2533.718994
	Iteration 67Q: 3 clusters Score -271211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -271214.156250 Penalty: 2533.718994
	Iteration 68Q: 3 clusters Score -271214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -271215.812500 Penalty: 2533.718994
	Iteration 69Q: 3 clusters Score -271215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -271216.593750 Penalty: 2533.718994
	Iteration 70Q: 3 clusters Score -271216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -271218.500000 Penalty: 2533.718994
	Iteration 71Q: 3 clusters Score -271218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -271221.656250 Penalty: 2533.718994
	Iteration 72Q: 3 clusters Score -271221.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -271224.125000 Penalty: 2533.718994
	Iteration 73Q: 3 clusters Score -271224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -271224.125000 Penalty: 2533.718994
	Iteration 74F: 3 clusters Score -271224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Entering Unmasked Estep 
Score: -426801.468750 Penalty: 1334.630493
	Iteration 0F: 2 clusters Score -426801.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -423695.750000 Penalty: 2669.260986
	Iteration 0F: 3 clusters Score -423695.8 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -424502.968750 Penalty: 2669.260986
	Iteration 1F: 3 clusters Score -424503 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -424711.656250 Penalty: 2669.260986
	Iteration 2F: 3 clusters Score -424711.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -424860.875000 Penalty: 2669.260986
	Iteration 3F: 3 clusters Score -424860.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -424994.968750 Penalty: 2669.260986
	Iteration 4F: 3 clusters Score -424995 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -425110.843750 Penalty: 2669.260986
	Iteration 5Q: 3 clusters Score -425110.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -425196.031250 Penalty: 2669.260986
	Iteration 6Q: 3 clusters Score -425196 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -425274.062500 Penalty: 2669.260986
	Iteration 7Q: 3 clusters Score -425274.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -425358.218750 Penalty: 2669.260986
	Iteration 8Q: 3 clusters Score -425358.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -425444.343750 Penalty: 2669.260986
	Iteration 9Q: 3 clusters Score -425444.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -425517.031250 Penalty: 2669.260986
	Iteration 10Q: 3 clusters Score -425517 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -425565.687500 Penalty: 2669.260986
	Iteration 11Q: 3 clusters Score -425565.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -425606.406250 Penalty: 2669.260986
	Iteration 12Q: 3 clusters Score -425606.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -425648.812500 Penalty: 2669.260986
	Iteration 13Q: 3 clusters Score -425648.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -425684.406250 Penalty: 2669.260986
	Iteration 14Q: 3 clusters Score -425684.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -425725.187500 Penalty: 2669.260986
	Iteration 15Q: 3 clusters Score -425725.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -425767.281250 Penalty: 2669.260986
	Iteration 16Q: 3 clusters Score -425767.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -425804.843750 Penalty: 2669.260986
	Iteration 17Q: 3 clusters Score -425804.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -425829.812500 Penalty: 2669.260986
	Iteration 18Q: 3 clusters Score -425829.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -425845.562500 Penalty: 2669.260986
	Iteration 19Q: 3 clusters Score -425845.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -425862.312500 Penalty: 2669.260986
	Iteration 20F: 3 clusters Score -425862.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -425879.468750 Penalty: 2669.260986
	Iteration 21Q: 3 clusters Score -425879.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -425890.312500 Penalty: 2669.260986
	Iteration 22Q: 3 clusters Score -425890.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -425901.562500 Penalty: 2669.260986
	Iteration 23Q: 3 clusters Score -425901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -425904.906250 Penalty: 2669.260986
	Iteration 24Q: 3 clusters Score -425904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -425906.687500 Penalty: 2669.260986
	Iteration 25Q: 3 clusters Score -425906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -425908.531250 Penalty: 2669.260986
	Iteration 26Q: 3 clusters Score -425908.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -425911.625000 Penalty: 2669.260986
	Iteration 27Q: 3 clusters Score -425911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -425914.218750 Penalty: 2669.260986
	Iteration 28Q: 3 clusters Score -425914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -425917.468750 Penalty: 2669.260986
	Iteration 29Q: 3 clusters Score -425917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -425918.218750 Penalty: 2669.260986
	Iteration 30Q: 3 clusters Score -425918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -425919.812500 Penalty: 2669.260986
	Iteration 31Q: 3 clusters Score -425919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -425919.812500 Penalty: 2669.260986
	Iteration 32F: 3 clusters Score -425919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130394 members 
Entering Unmasked Estep 
Score: -14998383.000000 Penalty: 1913.976318
	Iteration 0F: 2 clusters Score -1.499838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 65431 members 
Entering Unmasked Estep 
Score: -14915791.000000 Penalty: 3827.952637
	Iteration 0F: 3 clusters Score -1.491579e+07 nChanged 62898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -14953012.000000 Penalty: 3827.952637
	Iteration 1F: 3 clusters Score -1.495301e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -14954218.000000 Penalty: 3827.952637
	Iteration 2Q: 3 clusters Score -1.495422e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -14956396.000000 Penalty: 3827.952637
	Iteration 3Q: 3 clusters Score -1.49564e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 85698 members 
Entering Unmasked Estep 
Score: -14960207.000000 Penalty: 3827.952637
	Iteration 4F: 3 clusters Score -1.496021e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -14966926.000000 Penalty: 3827.952637
	Iteration 5F: 3 clusters Score -1.496693e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 107402 members 
Entering Unmasked Estep 
Score: -14977364.000000 Penalty: 3827.952637
	Iteration 6F: 3 clusters Score -1.497736e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 118697 members 
Entering Unmasked Estep 
Score: -14987448.000000 Penalty: 3827.952637
	Iteration 7F: 3 clusters Score -1.498745e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 126092 members 
Entering Unmasked Estep 
Score: -14993457.000000 Penalty: 3827.952637
	Iteration 8F: 3 clusters Score -1.499346e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 129076 members 
Entering Unmasked Estep 
Score: -14995649.000000 Penalty: 3827.952637
	Iteration 9Q: 3 clusters Score -1.499565e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 129972 members 
Entering Unmasked Estep 
Score: -14996356.000000 Penalty: 3827.952637
	Iteration 10Q: 3 clusters Score -1.499636e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 130178 members 
Entering Unmasked Estep 
Score: -14996560.000000 Penalty: 3827.952637
	Iteration 11Q: 3 clusters Score -1.499656e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130235 members 
Entering Unmasked Estep 
Score: -14996605.000000 Penalty: 3827.952637
	Iteration 12Q: 3 clusters Score -1.49966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 130246 members 
Entering Unmasked Estep 
Score: -14996643.000000 Penalty: 3827.952637
	Iteration 13Q: 3 clusters Score -1.499664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 130250 members 
Entering Unmasked Estep 
Score: -14996663.000000 Penalty: 3827.952637
	Iteration 14Q: 3 clusters Score -1.499666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130253 members 
Entering Unmasked Estep 
Score: -14996666.000000 Penalty: 3827.952637
	Iteration 15Q: 3 clusters Score -1.499667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 130252 members 
Entering Unmasked Estep 
Score: -14996671.000000 Penalty: 3827.952637
	Iteration 16Q: 3 clusters Score -1.499667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130253 members 
Entering Unmasked Estep 
Score: -14996671.000000 Penalty: 3827.952637
	Iteration 17Q: 3 clusters Score -1.499667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130254 members 
Entering Unmasked Estep 
Score: -14996680.000000 Penalty: 3827.952637
	Iteration 18Q: 3 clusters Score -1.499668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130254 members 
Entering Unmasked Estep 
Score: -14996672.000000 Penalty: 3827.952637
	Iteration 19Q: 3 clusters Score -1.499667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130254 members 
Entering Unmasked Estep 
Score: -14996677.000000 Penalty: 3827.952637
	Iteration 20F: 3 clusters Score -1.499668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 130252 members 
Entering Unmasked Estep 
Score: -14996674.000000 Penalty: 3827.952637
	Iteration 21Q: 3 clusters Score -1.499667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130253 members 
Entering Unmasked Estep 
Score: -14996683.000000 Penalty: 3827.952637
	Iteration 22Q: 3 clusters Score -1.499668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 130252 members 
Entering Unmasked Estep 
Score: -14996673.000000 Penalty: 3827.952637
	Iteration 23Q: 3 clusters Score -1.499667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 130252 members 
Entering Unmasked Estep 
Score: -14996673.000000 Penalty: 3827.952637
	Iteration 24F: 3 clusters Score -1.499667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -14353.781250 Penalty: 856.862488
	Iteration 0F: 2 clusters Score -14353.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13777.154297 Penalty: 1713.724976
	Iteration 0F: 3 clusters Score -13777.15 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14020.993164 Penalty: 1713.724976
	Iteration 1F: 3 clusters Score -14020.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -14097.414062 Penalty: 1713.724976
	Iteration 2F: 3 clusters Score -14097.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14122.716797 Penalty: 1713.724976
	Iteration 3Q: 3 clusters Score -14122.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14189.283203 Penalty: 1713.724976
	Iteration 4Q: 3 clusters Score -14189.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14243.597656 Penalty: 1713.724976
	Iteration 5Q: 3 clusters Score -14243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14262.315430 Penalty: 1713.724976
	Iteration 6Q: 3 clusters Score -14262.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14266.325195 Penalty: 1713.724976
	Iteration 7Q: 3 clusters Score -14266.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14266.325195 Penalty: 1713.724976
	Iteration 8F: 3 clusters Score -14266.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Entering Unmasked Estep 
Score: -7352371.500000 Penalty: 1796.089111
	Iteration 0F: 2 clusters Score -7352372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -7310427.000000 Penalty: 3592.178223
	Iteration 0F: 3 clusters Score -7310427 nChanged 29844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -7327298.000000 Penalty: 3592.178223
	Iteration 1F: 3 clusters Score -7327298 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -7327916.000000 Penalty: 3592.178223
	Iteration 2Q: 3 clusters Score -7327916 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -7328778.500000 Penalty: 3592.178223
	Iteration 3Q: 3 clusters Score -7328778 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -7330038.500000 Penalty: 3592.178223
	Iteration 4Q: 3 clusters Score -7330038 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -7331872.500000 Penalty: 3592.178223
	Iteration 5F: 3 clusters Score -7331872 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -7334543.000000 Penalty: 3592.178223
	Iteration 6F: 3 clusters Score -7334543 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -7337848.500000 Penalty: 3592.178223
	Iteration 7F: 3 clusters Score -7337848 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -7341327.000000 Penalty: 3592.178223
	Iteration 8F: 3 clusters Score -7341327 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -7344242.000000 Penalty: 3592.178223
	Iteration 9F: 3 clusters Score -7344242 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -7346370.000000 Penalty: 3592.178223
	Iteration 10Q: 3 clusters Score -7346370 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -7347988.500000 Penalty: 3592.178223
	Iteration 11Q: 3 clusters Score -7347988 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -7349178.500000 Penalty: 3592.178223
	Iteration 12Q: 3 clusters Score -7349178 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -7349971.500000 Penalty: 3592.178223
	Iteration 13Q: 3 clusters Score -7349972 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -7350400.000000 Penalty: 3592.178223
	Iteration 14Q: 3 clusters Score -7350400 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -7350633.000000 Penalty: 3592.178223
	Iteration 15Q: 3 clusters Score -7350633 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -7350743.000000 Penalty: 3592.178223
	Iteration 16Q: 3 clusters Score -7350743 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -7350788.500000 Penalty: 3592.178223
	Iteration 17Q: 3 clusters Score -7350788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -7350818.000000 Penalty: 3592.178223
	Iteration 18Q: 3 clusters Score -7350818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -7350841.500000 Penalty: 3592.178223
	Iteration 19Q: 3 clusters Score -7350842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -7350868.000000 Penalty: 3592.178223
	Iteration 20F: 3 clusters Score -7350868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -7350879.500000 Penalty: 3592.178223
	Iteration 21Q: 3 clusters Score -7350880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 62651 members 
Entering Unmasked Estep 
Score: -7350884.500000 Penalty: 3592.178223
	Iteration 22Q: 3 clusters Score -7350884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -7350882.500000 Penalty: 3592.178223
	Iteration 23Q: 3 clusters Score -7350882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -7350894.500000 Penalty: 3592.178223
	Iteration 24Q: 3 clusters Score -7350894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -7350893.000000 Penalty: 3592.178223
	Iteration 25Q: 3 clusters Score -7350893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -7350902.000000 Penalty: 3592.178223
	Iteration 26Q: 3 clusters Score -7350902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -7350905.000000 Penalty: 3592.178223
	Iteration 27Q: 3 clusters Score -7350905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -7350906.500000 Penalty: 3592.178223
	Iteration 28Q: 3 clusters Score -7350906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -7350908.000000 Penalty: 3592.178223
	Iteration 29Q: 3 clusters Score -7350908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -7350909.000000 Penalty: 3592.178223
	Iteration 30Q: 3 clusters Score -7350909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -7350906.000000 Penalty: 3592.178223
	Iteration 31Q: 3 clusters Score -7350906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -7350910.000000 Penalty: 3592.178223
	Iteration 32Q: 3 clusters Score -7350910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -7350907.500000 Penalty: 3592.178223
	Iteration 33Q: 3 clusters Score -7350908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -7350907.500000 Penalty: 3592.178223
	Iteration 34Q: 3 clusters Score -7350908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -7350904.500000 Penalty: 3592.178223
	Iteration 35Q: 3 clusters Score -7350904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -7350908.500000 Penalty: 3592.178223
	Iteration 36Q: 3 clusters Score -7350908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -7350905.500000 Penalty: 3592.178223
	Iteration 37Q: 3 clusters Score -7350906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -7350903.000000 Penalty: 3592.178223
	Iteration 38Q: 3 clusters Score -7350903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -7350901.500000 Penalty: 3592.178223
	Iteration 39Q: 3 clusters Score -7350902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -7350912.500000 Penalty: 3592.178223
	Iteration 40F: 3 clusters Score -7350912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -7350909.500000 Penalty: 3592.178223
	Iteration 41Q: 3 clusters Score -7350910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -7350913.000000 Penalty: 3592.178223
	Iteration 42Q: 3 clusters Score -7350913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -7350914.500000 Penalty: 3592.178223
	Iteration 43Q: 3 clusters Score -7350914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -7350914.500000 Penalty: 3592.178223
	Iteration 44F: 3 clusters Score -7350914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Entering Unmasked Estep 
Score: -1637745.000000 Penalty: 1552.259766
	Iteration 0F: 2 clusters Score -1637745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1627932.875000 Penalty: 3104.519531
	Iteration 0F: 3 clusters Score -1627933 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1631537.500000 Penalty: 3104.519531
	Iteration 1F: 3 clusters Score -1631538 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1631979.125000 Penalty: 3104.519531
	Iteration 2F: 3 clusters Score -1631979 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1632395.500000 Penalty: 3104.519531
	Iteration 3F: 3 clusters Score -1632396 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1632796.625000 Penalty: 3104.519531
	Iteration 4F: 3 clusters Score -1632797 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1633151.750000 Penalty: 3104.519531
	Iteration 5F: 3 clusters Score -1633152 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1633545.750000 Penalty: 3104.519531
	Iteration 6F: 3 clusters Score -1633546 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1634015.125000 Penalty: 3104.519531
	Iteration 7F: 3 clusters Score -1634015 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1634486.750000 Penalty: 3104.519531
	Iteration 8F: 3 clusters Score -1634487 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1634932.250000 Penalty: 3104.519531
	Iteration 9Q: 3 clusters Score -1634932 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1635301.625000 Penalty: 3104.519531
	Iteration 10Q: 3 clusters Score -1635302 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1635523.625000 Penalty: 3104.519531
	Iteration 11Q: 3 clusters Score -1635524 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1635662.750000 Penalty: 3104.519531
	Iteration 12Q: 3 clusters Score -1635663 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1635780.000000 Penalty: 3104.519531
	Iteration 13Q: 3 clusters Score -1635780 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1635871.000000 Penalty: 3104.519531
	Iteration 14Q: 3 clusters Score -1635871 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1635939.500000 Penalty: 3104.519531
	Iteration 15Q: 3 clusters Score -1635940 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1636009.500000 Penalty: 3104.519531
	Iteration 16Q: 3 clusters Score -1636010 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1636083.500000 Penalty: 3104.519531
	Iteration 17Q: 3 clusters Score -1636084 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1636160.625000 Penalty: 3104.519531
	Iteration 18Q: 3 clusters Score -1636161 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1636219.375000 Penalty: 3104.519531
	Iteration 19Q: 3 clusters Score -1636219 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1636256.375000 Penalty: 3104.519531
	Iteration 20F: 3 clusters Score -1636256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1636285.125000 Penalty: 3104.519531
	Iteration 21Q: 3 clusters Score -1636285 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1636318.250000 Penalty: 3104.519531
	Iteration 22Q: 3 clusters Score -1636318 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1636360.375000 Penalty: 3104.519531
	Iteration 23Q: 3 clusters Score -1636360 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1636407.000000 Penalty: 3104.519531
	Iteration 24Q: 3 clusters Score -1636407 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1636449.250000 Penalty: 3104.519531
	Iteration 25Q: 3 clusters Score -1636449 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1636502.875000 Penalty: 3104.519531
	Iteration 26Q: 3 clusters Score -1636503 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1636551.250000 Penalty: 3104.519531
	Iteration 27Q: 3 clusters Score -1636551 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1636592.625000 Penalty: 3104.519531
	Iteration 28Q: 3 clusters Score -1636593 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1636642.750000 Penalty: 3104.519531
	Iteration 29Q: 3 clusters Score -1636643 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1636685.250000 Penalty: 3104.519531
	Iteration 30Q: 3 clusters Score -1636685 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1636709.875000 Penalty: 3104.519531
	Iteration 31Q: 3 clusters Score -1636710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1636743.625000 Penalty: 3104.519531
	Iteration 32Q: 3 clusters Score -1636744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1636769.000000 Penalty: 3104.519531
	Iteration 33Q: 3 clusters Score -1636769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1636793.750000 Penalty: 3104.519531
	Iteration 34Q: 3 clusters Score -1636794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1636817.000000 Penalty: 3104.519531
	Iteration 35Q: 3 clusters Score -1636817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1636837.250000 Penalty: 3104.519531
	Iteration 36Q: 3 clusters Score -1636837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1636863.625000 Penalty: 3104.519531
	Iteration 37Q: 3 clusters Score -1636864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1636881.750000 Penalty: 3104.519531
	Iteration 38Q: 3 clusters Score -1636882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1636893.750000 Penalty: 3104.519531
	Iteration 39Q: 3 clusters Score -1636894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1636912.125000 Penalty: 3104.519531
	Iteration 40F: 3 clusters Score -1636912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1636928.750000 Penalty: 3104.519531
	Iteration 41Q: 3 clusters Score -1636929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1636951.250000 Penalty: 3104.519531
	Iteration 42Q: 3 clusters Score -1636951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1636973.375000 Penalty: 3104.519531
	Iteration 43Q: 3 clusters Score -1636973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1636992.625000 Penalty: 3104.519531
	Iteration 44Q: 3 clusters Score -1636993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1637005.375000 Penalty: 3104.519531
	Iteration 45Q: 3 clusters Score -1637005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1637014.250000 Penalty: 3104.519531
	Iteration 46Q: 3 clusters Score -1637014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1637022.250000 Penalty: 3104.519531
	Iteration 47Q: 3 clusters Score -1637022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1637026.250000 Penalty: 3104.519531
	Iteration 48Q: 3 clusters Score -1637026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1637029.875000 Penalty: 3104.519531
	Iteration 49Q: 3 clusters Score -1637030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1637032.000000 Penalty: 3104.519531
	Iteration 50Q: 3 clusters Score -1637032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1637034.750000 Penalty: 3104.519531
	Iteration 51Q: 3 clusters Score -1637035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1637035.500000 Penalty: 3104.519531
	Iteration 52Q: 3 clusters Score -1637036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1637037.625000 Penalty: 3104.519531
	Iteration 53Q: 3 clusters Score -1637038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1637037.125000 Penalty: 3104.519531
	Iteration 54Q: 3 clusters Score -1637037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1637041.000000 Penalty: 3104.519531
	Iteration 55Q: 3 clusters Score -1637041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1637042.000000 Penalty: 3104.519531
	Iteration 56Q: 3 clusters Score -1637042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1637042.875000 Penalty: 3104.519531
	Iteration 57Q: 3 clusters Score -1637043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1637046.500000 Penalty: 3104.519531
	Iteration 58Q: 3 clusters Score -1637046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1637047.500000 Penalty: 3104.519531
	Iteration 59Q: 3 clusters Score -1637048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1637048.250000 Penalty: 3104.519531
	Iteration 60F: 3 clusters Score -1637048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Entering Unmasked Estep 
Score: -3223159.750000 Penalty: 1668.700928
	Iteration 0F: 2 clusters Score -3223160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3203717.000000 Penalty: 3337.401855
	Iteration 0F: 3 clusters Score -3203717 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3211212.750000 Penalty: 3337.401855
	Iteration 1F: 3 clusters Score -3211213 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3211687.750000 Penalty: 3337.401855
	Iteration 2Q: 3 clusters Score -3211688 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3212252.750000 Penalty: 3337.401855
	Iteration 3Q: 3 clusters Score -3212253 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3212973.750000 Penalty: 3337.401855
	Iteration 4F: 3 clusters Score -3212974 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -3213854.500000 Penalty: 3337.401855
	Iteration 5F: 3 clusters Score -3213854 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3215015.750000 Penalty: 3337.401855
	Iteration 6F: 3 clusters Score -3215016 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3216218.250000 Penalty: 3337.401855
	Iteration 7F: 3 clusters Score -3216218 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3217327.000000 Penalty: 3337.401855
	Iteration 8F: 3 clusters Score -3217327 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3218349.500000 Penalty: 3337.401855
	Iteration 9Q: 3 clusters Score -3218350 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3219290.250000 Penalty: 3337.401855
	Iteration 10Q: 3 clusters Score -3219290 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3219947.750000 Penalty: 3337.401855
	Iteration 11Q: 3 clusters Score -3219948 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -3220395.250000 Penalty: 3337.401855
	Iteration 12Q: 3 clusters Score -3220395 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3220707.500000 Penalty: 3337.401855
	Iteration 13Q: 3 clusters Score -3220708 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3220962.000000 Penalty: 3337.401855
	Iteration 14Q: 3 clusters Score -3220962 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3221138.500000 Penalty: 3337.401855
	Iteration 15Q: 3 clusters Score -3221138 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3221258.250000 Penalty: 3337.401855
	Iteration 16Q: 3 clusters Score -3221258 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3221352.000000 Penalty: 3337.401855
	Iteration 17Q: 3 clusters Score -3221352 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3221441.750000 Penalty: 3337.401855
	Iteration 18Q: 3 clusters Score -3221442 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3221508.500000 Penalty: 3337.401855
	Iteration 19Q: 3 clusters Score -3221508 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3221555.500000 Penalty: 3337.401855
	Iteration 20F: 3 clusters Score -3221556 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3221588.000000 Penalty: 3337.401855
	Iteration 21Q: 3 clusters Score -3221588 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3221615.750000 Penalty: 3337.401855
	Iteration 22Q: 3 clusters Score -3221616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3221649.500000 Penalty: 3337.401855
	Iteration 23Q: 3 clusters Score -3221650 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3221681.750000 Penalty: 3337.401855
	Iteration 24Q: 3 clusters Score -3221682 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3221714.250000 Penalty: 3337.401855
	Iteration 25Q: 3 clusters Score -3221714 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3221741.750000 Penalty: 3337.401855
	Iteration 26Q: 3 clusters Score -3221742 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3221777.500000 Penalty: 3337.401855
	Iteration 27Q: 3 clusters Score -3221778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3221805.000000 Penalty: 3337.401855
	Iteration 28Q: 3 clusters Score -3221805 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3221823.500000 Penalty: 3337.401855
	Iteration 29Q: 3 clusters Score -3221824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3221835.500000 Penalty: 3337.401855
	Iteration 30Q: 3 clusters Score -3221836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3221848.500000 Penalty: 3337.401855
	Iteration 31Q: 3 clusters Score -3221848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3221850.500000 Penalty: 3337.401855
	Iteration 32Q: 3 clusters Score -3221850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3221869.000000 Penalty: 3337.401855
	Iteration 33Q: 3 clusters Score -3221869 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3221883.500000 Penalty: 3337.401855
	Iteration 34Q: 3 clusters Score -3221884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3221881.000000 Penalty: 3337.401855
	Iteration 35Q: 3 clusters Score -3221881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3221881.000000 Penalty: 3337.401855
	Iteration 36Q: 3 clusters Score -3221881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3221893.000000 Penalty: 3337.401855
	Iteration 37Q: 3 clusters Score -3221893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3221903.500000 Penalty: 3337.401855
	Iteration 38Q: 3 clusters Score -3221904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3221902.000000 Penalty: 3337.401855
	Iteration 39Q: 3 clusters Score -3221902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3221912.750000 Penalty: 3337.401855
	Iteration 40F: 3 clusters Score -3221913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3221918.250000 Penalty: 3337.401855
	Iteration 41Q: 3 clusters Score -3221918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3221921.750000 Penalty: 3337.401855
	Iteration 42Q: 3 clusters Score -3221922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3221930.000000 Penalty: 3337.401855
	Iteration 43Q: 3 clusters Score -3221930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3221927.500000 Penalty: 3337.401855
	Iteration 44Q: 3 clusters Score -3221928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3221926.250000 Penalty: 3337.401855
	Iteration 45Q: 3 clusters Score -3221926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3221924.250000 Penalty: 3337.401855
	Iteration 46Q: 3 clusters Score -3221924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3221930.000000 Penalty: 3337.401855
	Iteration 47Q: 3 clusters Score -3221930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3221927.750000 Penalty: 3337.401855
	Iteration 48Q: 3 clusters Score -3221928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3221924.500000 Penalty: 3337.401855
	Iteration 49Q: 3 clusters Score -3221924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3221921.000000 Penalty: 3337.401855
	Iteration 50Q: 3 clusters Score -3221921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3221920.750000 Penalty: 3337.401855
	Iteration 51Q: 3 clusters Score -3221921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3221925.500000 Penalty: 3337.401855
	Iteration 52Q: 3 clusters Score -3221926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3221931.500000 Penalty: 3337.401855
	Iteration 53Q: 3 clusters Score -3221932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3221936.500000 Penalty: 3337.401855
	Iteration 54Q: 3 clusters Score -3221936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3221932.250000 Penalty: 3337.401855
	Iteration 55Q: 3 clusters Score -3221932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3221934.750000 Penalty: 3337.401855
	Iteration 56Q: 3 clusters Score -3221935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3221936.500000 Penalty: 3337.401855
	Iteration 57Q: 3 clusters Score -3221936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3221935.250000 Penalty: 3337.401855
	Iteration 58Q: 3 clusters Score -3221935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3221935.000000 Penalty: 3337.401855
	Iteration 59Q: 3 clusters Score -3221935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3221935.500000 Penalty: 3337.401855
	Iteration 60F: 3 clusters Score -3221936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3221933.750000 Penalty: 3337.401855
	Iteration 61Q: 3 clusters Score -3221934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3221929.750000 Penalty: 3337.401855
	Iteration 62Q: 3 clusters Score -3221930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3221931.750000 Penalty: 3337.401855
	Iteration 63Q: 3 clusters Score -3221932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3221931.000000 Penalty: 3337.401855
	Iteration 64Q: 3 clusters Score -3221931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3221934.750000 Penalty: 3337.401855
	Iteration 65Q: 3 clusters Score -3221935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3221934.000000 Penalty: 3337.401855
	Iteration 66Q: 3 clusters Score -3221934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3221933.250000 Penalty: 3337.401855
	Iteration 67Q: 3 clusters Score -3221933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3221932.750000 Penalty: 3337.401855
	Iteration 68Q: 3 clusters Score -3221933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3221936.000000 Penalty: 3337.401855
	Iteration 69Q: 3 clusters Score -3221936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3221942.000000 Penalty: 3337.401855
	Iteration 70Q: 3 clusters Score -3221942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3221936.000000 Penalty: 3337.401855
	Iteration 71Q: 3 clusters Score -3221936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3221935.500000 Penalty: 3337.401855
	Iteration 72Q: 3 clusters Score -3221936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3221939.250000 Penalty: 3337.401855
	Iteration 73Q: 3 clusters Score -3221939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3221936.500000 Penalty: 3337.401855
	Iteration 74Q: 3 clusters Score -3221936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3221936.000000 Penalty: 3337.401855
	Iteration 75Q: 3 clusters Score -3221936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3221937.500000 Penalty: 3337.401855
	Iteration 76Q: 3 clusters Score -3221938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3221937.250000 Penalty: 3337.401855
	Iteration 77Q: 3 clusters Score -3221937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3221935.500000 Penalty: 3337.401855
	Iteration 78Q: 3 clusters Score -3221936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3221940.000000 Penalty: 3337.401855
	Iteration 79Q: 3 clusters Score -3221940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3221941.500000 Penalty: 3337.401855
	Iteration 80F: 3 clusters Score -3221942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3221939.000000 Penalty: 3337.401855
	Iteration 81Q: 3 clusters Score -3221939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3221936.750000 Penalty: 3337.401855
	Iteration 82Q: 3 clusters Score -3221937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3221940.500000 Penalty: 3337.401855
	Iteration 83Q: 3 clusters Score -3221940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3221940.500000 Penalty: 3337.401855
	Iteration 84F: 3 clusters Score -3221940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Entering Unmasked Estep 
Score: -6953606.500000 Penalty: 1785.151367
	Iteration 0F: 2 clusters Score -6953606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -6914133.500000 Penalty: 3570.302734
	Iteration 0F: 3 clusters Score -6914134 nChanged 27882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -6930199.500000 Penalty: 3570.302734
	Iteration 1F: 3 clusters Score -6930200 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -6930621.500000 Penalty: 3570.302734
	Iteration 2Q: 3 clusters Score -6930622 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -6931180.000000 Penalty: 3570.302734
	Iteration 3Q: 3 clusters Score -6931180 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6931898.000000 Penalty: 3570.302734
	Iteration 4Q: 3 clusters Score -6931898 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -6932772.000000 Penalty: 3570.302734
	Iteration 5Q: 3 clusters Score -6932772 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -6934088.500000 Penalty: 3570.302734
	Iteration 6Q: 3 clusters Score -6934088 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -6936222.500000 Penalty: 3570.302734
	Iteration 7F: 3 clusters Score -6936222 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -6939037.500000 Penalty: 3570.302734
	Iteration 8F: 3 clusters Score -6939038 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -6941264.500000 Penalty: 3570.302734
	Iteration 9F: 3 clusters Score -6941264 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -6942393.500000 Penalty: 3570.302734
	Iteration 10Q: 3 clusters Score -6942394 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -6942917.000000 Penalty: 3570.302734
	Iteration 11Q: 3 clusters Score -6942917 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -6943276.000000 Penalty: 3570.302734
	Iteration 12Q: 3 clusters Score -6943276 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -6943662.000000 Penalty: 3570.302734
	Iteration 13Q: 3 clusters Score -6943662 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -6944082.500000 Penalty: 3570.302734
	Iteration 14Q: 3 clusters Score -6944082 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -6944582.000000 Penalty: 3570.302734
	Iteration 15Q: 3 clusters Score -6944582 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -6945183.500000 Penalty: 3570.302734
	Iteration 16Q: 3 clusters Score -6945184 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -6945759.000000 Penalty: 3570.302734
	Iteration 17Q: 3 clusters Score -6945759 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -6946301.500000 Penalty: 3570.302734
	Iteration 18Q: 3 clusters Score -6946302 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -6946810.500000 Penalty: 3570.302734
	Iteration 19Q: 3 clusters Score -6946810 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -6947300.500000 Penalty: 3570.302734
	Iteration 20F: 3 clusters Score -6947300 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -6947687.500000 Penalty: 3570.302734
	Iteration 21Q: 3 clusters Score -6947688 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -6947986.500000 Penalty: 3570.302734
	Iteration 22Q: 3 clusters Score -6947986 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -6948201.000000 Penalty: 3570.302734
	Iteration 23Q: 3 clusters Score -6948201 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -6948354.500000 Penalty: 3570.302734
	Iteration 24Q: 3 clusters Score -6948354 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -6948480.500000 Penalty: 3570.302734
	Iteration 25Q: 3 clusters Score -6948480 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -6948571.500000 Penalty: 3570.302734
	Iteration 26Q: 3 clusters Score -6948572 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -6948628.000000 Penalty: 3570.302734
	Iteration 27Q: 3 clusters Score -6948628 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -6948698.500000 Penalty: 3570.302734
	Iteration 28Q: 3 clusters Score -6948698 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -6948752.000000 Penalty: 3570.302734
	Iteration 29Q: 3 clusters Score -6948752 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -6948777.500000 Penalty: 3570.302734
	Iteration 30Q: 3 clusters Score -6948778 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -6948831.000000 Penalty: 3570.302734
	Iteration 31Q: 3 clusters Score -6948831 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -6948863.500000 Penalty: 3570.302734
	Iteration 32Q: 3 clusters Score -6948864 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -6948875.500000 Penalty: 3570.302734
	Iteration 33Q: 3 clusters Score -6948876 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -6948914.500000 Penalty: 3570.302734
	Iteration 34Q: 3 clusters Score -6948914 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -6948959.000000 Penalty: 3570.302734
	Iteration 35Q: 3 clusters Score -6948959 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -6948965.500000 Penalty: 3570.302734
	Iteration 36Q: 3 clusters Score -6948966 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -6948975.500000 Penalty: 3570.302734
	Iteration 37Q: 3 clusters Score -6948976 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -6948990.000000 Penalty: 3570.302734
	Iteration 38Q: 3 clusters Score -6948990 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -6949005.000000 Penalty: 3570.302734
	Iteration 39Q: 3 clusters Score -6949005 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -6949029.500000 Penalty: 3570.302734
	Iteration 40F: 3 clusters Score -6949030 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -6949041.000000 Penalty: 3570.302734
	Iteration 41Q: 3 clusters Score -6949041 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -6949040.000000 Penalty: 3570.302734
	Iteration 42Q: 3 clusters Score -6949040 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -6949022.000000 Penalty: 3570.302734
	Iteration 43Q: 3 clusters Score -6949022 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -6949040.500000 Penalty: 3570.302734
	Iteration 44Q: 3 clusters Score -6949040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -6949048.000000 Penalty: 3570.302734
	Iteration 45Q: 3 clusters Score -6949048 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -6949050.500000 Penalty: 3570.302734
	Iteration 46Q: 3 clusters Score -6949050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -6949058.000000 Penalty: 3570.302734
	Iteration 47Q: 3 clusters Score -6949058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -6949068.000000 Penalty: 3570.302734
	Iteration 48Q: 3 clusters Score -6949068 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -6949065.500000 Penalty: 3570.302734
	Iteration 49Q: 3 clusters Score -6949066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -6949068.500000 Penalty: 3570.302734
	Iteration 50Q: 3 clusters Score -6949068 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -6949090.000000 Penalty: 3570.302734
	Iteration 51Q: 3 clusters Score -6949090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -6949085.500000 Penalty: 3570.302734
	Iteration 52Q: 3 clusters Score -6949086 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -6949093.500000 Penalty: 3570.302734
	Iteration 53Q: 3 clusters Score -6949094 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -6949108.000000 Penalty: 3570.302734
	Iteration 54Q: 3 clusters Score -6949108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -6949133.500000 Penalty: 3570.302734
	Iteration 55Q: 3 clusters Score -6949134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -6949129.500000 Penalty: 3570.302734
	Iteration 56Q: 3 clusters Score -6949130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -6949128.500000 Penalty: 3570.302734
	Iteration 57Q: 3 clusters Score -6949128 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -6949128.500000 Penalty: 3570.302734
	Iteration 58Q: 3 clusters Score -6949128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -6949150.500000 Penalty: 3570.302734
	Iteration 59Q: 3 clusters Score -6949150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -6949162.000000 Penalty: 3570.302734
	Iteration 60F: 3 clusters Score -6949162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -6949162.000000 Penalty: 3570.302734
	Iteration 61Q: 3 clusters Score -6949162 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -6949155.500000 Penalty: 3570.302734
	Iteration 62Q: 3 clusters Score -6949156 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -6949173.500000 Penalty: 3570.302734
	Iteration 63Q: 3 clusters Score -6949174 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -6949170.000000 Penalty: 3570.302734
	Iteration 64Q: 3 clusters Score -6949170 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -6949192.000000 Penalty: 3570.302734
	Iteration 65Q: 3 clusters Score -6949192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -6949222.500000 Penalty: 3570.302734
	Iteration 66Q: 3 clusters Score -6949222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -6949222.000000 Penalty: 3570.302734
	Iteration 67Q: 3 clusters Score -6949222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -6949231.500000 Penalty: 3570.302734
	Iteration 68Q: 3 clusters Score -6949232 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -6949224.000000 Penalty: 3570.302734
	Iteration 69Q: 3 clusters Score -6949224 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -6949268.000000 Penalty: 3570.302734
	Iteration 70Q: 3 clusters Score -6949268 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -6949271.500000 Penalty: 3570.302734
	Iteration 71Q: 3 clusters Score -6949272 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -6949292.500000 Penalty: 3570.302734
	Iteration 72Q: 3 clusters Score -6949292 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -6949319.000000 Penalty: 3570.302734
	Iteration 73Q: 3 clusters Score -6949319 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -6949307.500000 Penalty: 3570.302734
	Iteration 74Q: 3 clusters Score -6949308 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -6949326.000000 Penalty: 3570.302734
	Iteration 75Q: 3 clusters Score -6949326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -6949317.000000 Penalty: 3570.302734
	Iteration 76Q: 3 clusters Score -6949317 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -6949340.000000 Penalty: 3570.302734
	Iteration 77Q: 3 clusters Score -6949340 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -6949376.000000 Penalty: 3570.302734
	Iteration 78Q: 3 clusters Score -6949376 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -6949374.000000 Penalty: 3570.302734
	Iteration 79Q: 3 clusters Score -6949374 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -6949403.000000 Penalty: 3570.302734
	Iteration 80F: 3 clusters Score -6949403 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -6949435.500000 Penalty: 3570.302734
	Iteration 81Q: 3 clusters Score -6949436 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -6949473.000000 Penalty: 3570.302734
	Iteration 82Q: 3 clusters Score -6949473 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -6949485.500000 Penalty: 3570.302734
	Iteration 83Q: 3 clusters Score -6949486 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -6949509.000000 Penalty: 3570.302734
	Iteration 84Q: 3 clusters Score -6949509 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -6949529.000000 Penalty: 3570.302734
	Iteration 85Q: 3 clusters Score -6949529 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -6949516.500000 Penalty: 3570.302734
	Iteration 86Q: 3 clusters Score -6949516 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -6949549.000000 Penalty: 3570.302734
	Iteration 87Q: 3 clusters Score -6949549 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -6949581.500000 Penalty: 3570.302734
	Iteration 88Q: 3 clusters Score -6949582 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -6949620.000000 Penalty: 3570.302734
	Iteration 89Q: 3 clusters Score -6949620 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -6949651.500000 Penalty: 3570.302734
	Iteration 90Q: 3 clusters Score -6949652 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -6949674.500000 Penalty: 3570.302734
	Iteration 91Q: 3 clusters Score -6949674 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -6949723.500000 Penalty: 3570.302734
	Iteration 92Q: 3 clusters Score -6949724 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -6949759.000000 Penalty: 3570.302734
	Iteration 93Q: 3 clusters Score -6949759 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -6949774.000000 Penalty: 3570.302734
	Iteration 94Q: 3 clusters Score -6949774 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -6949807.000000 Penalty: 3570.302734
	Iteration 95Q: 3 clusters Score -6949807 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -6949811.500000 Penalty: 3570.302734
	Iteration 96Q: 3 clusters Score -6949812 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -6949829.500000 Penalty: 3570.302734
	Iteration 97Q: 3 clusters Score -6949830 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -6949852.500000 Penalty: 3570.302734
	Iteration 98Q: 3 clusters Score -6949852 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -6949855.000000 Penalty: 3570.302734
	Iteration 99Q: 3 clusters Score -6949855 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -6949876.500000 Penalty: 3570.302734
	Iteration 100F: 3 clusters Score -6949876 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -6949903.500000 Penalty: 3570.302734
	Iteration 101Q: 3 clusters Score -6949904 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -6949928.000000 Penalty: 3570.302734
	Iteration 102Q: 3 clusters Score -6949928 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -6949957.000000 Penalty: 3570.302734
	Iteration 103Q: 3 clusters Score -6949957 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -6949949.500000 Penalty: 3570.302734
	Iteration 104Q: 3 clusters Score -6949950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -6949975.500000 Penalty: 3570.302734
	Iteration 105Q: 3 clusters Score -6949976 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -6950002.000000 Penalty: 3570.302734
	Iteration 106Q: 3 clusters Score -6950002 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -6950021.000000 Penalty: 3570.302734
	Iteration 107Q: 3 clusters Score -6950021 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -6950029.500000 Penalty: 3570.302734
	Iteration 108Q: 3 clusters Score -6950030 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -6950064.000000 Penalty: 3570.302734
	Iteration 109Q: 3 clusters Score -6950064 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -6950069.000000 Penalty: 3570.302734
	Iteration 110Q: 3 clusters Score -6950069 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -6950121.000000 Penalty: 3570.302734
	Iteration 111Q: 3 clusters Score -6950121 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6950134.500000 Penalty: 3570.302734
	Iteration 112Q: 3 clusters Score -6950134 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -6950180.000000 Penalty: 3570.302734
	Iteration 113Q: 3 clusters Score -6950180 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -6950217.000000 Penalty: 3570.302734
	Iteration 114Q: 3 clusters Score -6950217 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -6950247.000000 Penalty: 3570.302734
	Iteration 115Q: 3 clusters Score -6950247 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -6950281.000000 Penalty: 3570.302734
	Iteration 116Q: 3 clusters Score -6950281 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -6950288.000000 Penalty: 3570.302734
	Iteration 117Q: 3 clusters Score -6950288 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -6950349.000000 Penalty: 3570.302734
	Iteration 118Q: 3 clusters Score -6950349 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -6950413.000000 Penalty: 3570.302734
	Iteration 119Q: 3 clusters Score -6950413 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -6950428.500000 Penalty: 3570.302734
	Iteration 120F: 3 clusters Score -6950428 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -6950470.500000 Penalty: 3570.302734
	Iteration 121Q: 3 clusters Score -6950470 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -6950506.500000 Penalty: 3570.302734
	Iteration 122Q: 3 clusters Score -6950506 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -6950549.000000 Penalty: 3570.302734
	Iteration 123Q: 3 clusters Score -6950549 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -6950591.500000 Penalty: 3570.302734
	Iteration 124Q: 3 clusters Score -6950592 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -6950666.000000 Penalty: 3570.302734
	Iteration 125Q: 3 clusters Score -6950666 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -6950686.000000 Penalty: 3570.302734
	Iteration 126Q: 3 clusters Score -6950686 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -6950742.000000 Penalty: 3570.302734
	Iteration 127Q: 3 clusters Score -6950742 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -6950826.000000 Penalty: 3570.302734
	Iteration 128Q: 3 clusters Score -6950826 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -6950876.000000 Penalty: 3570.302734
	Iteration 129Q: 3 clusters Score -6950876 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -6950917.500000 Penalty: 3570.302734
	Iteration 130Q: 3 clusters Score -6950918 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -6950972.500000 Penalty: 3570.302734
	Iteration 131Q: 3 clusters Score -6950972 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -6950967.500000 Penalty: 3570.302734
	Iteration 132Q: 3 clusters Score -6950968 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -6951007.000000 Penalty: 3570.302734
	Iteration 133Q: 3 clusters Score -6951007 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -6951045.500000 Penalty: 3570.302734
	Iteration 134Q: 3 clusters Score -6951046 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -6951088.000000 Penalty: 3570.302734
	Iteration 135Q: 3 clusters Score -6951088 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -6951126.000000 Penalty: 3570.302734
	Iteration 136Q: 3 clusters Score -6951126 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -6951185.000000 Penalty: 3570.302734
	Iteration 137Q: 3 clusters Score -6951185 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -6951217.500000 Penalty: 3570.302734
	Iteration 138Q: 3 clusters Score -6951218 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -6951240.500000 Penalty: 3570.302734
	Iteration 139Q: 3 clusters Score -6951240 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -6951288.500000 Penalty: 3570.302734
	Iteration 140F: 3 clusters Score -6951288 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -6951319.500000 Penalty: 3570.302734
	Iteration 141Q: 3 clusters Score -6951320 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -6951368.000000 Penalty: 3570.302734
	Iteration 142Q: 3 clusters Score -6951368 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -6951444.000000 Penalty: 3570.302734
	Iteration 143Q: 3 clusters Score -6951444 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -6951488.000000 Penalty: 3570.302734
	Iteration 144Q: 3 clusters Score -6951488 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -6951516.000000 Penalty: 3570.302734
	Iteration 145Q: 3 clusters Score -6951516 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -6951580.000000 Penalty: 3570.302734
	Iteration 146Q: 3 clusters Score -6951580 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -6951659.500000 Penalty: 3570.302734
	Iteration 147Q: 3 clusters Score -6951660 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -6951697.000000 Penalty: 3570.302734
	Iteration 148Q: 3 clusters Score -6951697 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -6951736.000000 Penalty: 3570.302734
	Iteration 149Q: 3 clusters Score -6951736 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -6951754.000000 Penalty: 3570.302734
	Iteration 150Q: 3 clusters Score -6951754 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -6951780.500000 Penalty: 3570.302734
	Iteration 151Q: 3 clusters Score -6951780 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -6951802.000000 Penalty: 3570.302734
	Iteration 152Q: 3 clusters Score -6951802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -6951841.000000 Penalty: 3570.302734
	Iteration 153Q: 3 clusters Score -6951841 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -6951861.500000 Penalty: 3570.302734
	Iteration 154Q: 3 clusters Score -6951862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -6951885.000000 Penalty: 3570.302734
	Iteration 155Q: 3 clusters Score -6951885 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -6951902.500000 Penalty: 3570.302734
	Iteration 156Q: 3 clusters Score -6951902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -6951912.000000 Penalty: 3570.302734
	Iteration 157Q: 3 clusters Score -6951912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -6951926.000000 Penalty: 3570.302734
	Iteration 158Q: 3 clusters Score -6951926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -6951927.500000 Penalty: 3570.302734
	Iteration 159Q: 3 clusters Score -6951928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -6951917.500000 Penalty: 3570.302734
	Iteration 160F: 3 clusters Score -6951918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -6951935.000000 Penalty: 3570.302734
	Iteration 161Q: 3 clusters Score -6951935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -6951953.000000 Penalty: 3570.302734
	Iteration 162Q: 3 clusters Score -6951953 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -6951972.000000 Penalty: 3570.302734
	Iteration 163Q: 3 clusters Score -6951972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -6951992.500000 Penalty: 3570.302734
	Iteration 164Q: 3 clusters Score -6951992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -6951997.000000 Penalty: 3570.302734
	Iteration 165Q: 3 clusters Score -6951997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -6952007.000000 Penalty: 3570.302734
	Iteration 166Q: 3 clusters Score -6952007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -6952007.000000 Penalty: 3570.302734
	Iteration 167Q: 3 clusters Score -6952007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -6952011.000000 Penalty: 3570.302734
	Iteration 168Q: 3 clusters Score -6952011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -6952004.000000 Penalty: 3570.302734
	Iteration 169Q: 3 clusters Score -6952004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -6952016.000000 Penalty: 3570.302734
	Iteration 170Q: 3 clusters Score -6952016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -6952012.000000 Penalty: 3570.302734
	Iteration 171Q: 3 clusters Score -6952012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -6952023.500000 Penalty: 3570.302734
	Iteration 172Q: 3 clusters Score -6952024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -6952025.500000 Penalty: 3570.302734
	Iteration 173Q: 3 clusters Score -6952026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -6952020.500000 Penalty: 3570.302734
	Iteration 174Q: 3 clusters Score -6952020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -6952031.000000 Penalty: 3570.302734
	Iteration 175Q: 3 clusters Score -6952031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -6952029.000000 Penalty: 3570.302734
	Iteration 176Q: 3 clusters Score -6952029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -6952027.500000 Penalty: 3570.302734
	Iteration 177Q: 3 clusters Score -6952028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -6952029.000000 Penalty: 3570.302734
	Iteration 178Q: 3 clusters Score -6952029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -6952035.000000 Penalty: 3570.302734
	Iteration 179Q: 3 clusters Score -6952035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -6952032.500000 Penalty: 3570.302734
	Iteration 180F: 3 clusters Score -6952032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -6952028.500000 Penalty: 3570.302734
	Iteration 181Q: 3 clusters Score -6952028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -6952036.000000 Penalty: 3570.302734
	Iteration 182Q: 3 clusters Score -6952036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -6952049.000000 Penalty: 3570.302734
	Iteration 183Q: 3 clusters Score -6952049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -6952058.500000 Penalty: 3570.302734
	Iteration 184Q: 3 clusters Score -6952058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -6952057.000000 Penalty: 3570.302734
	Iteration 185Q: 3 clusters Score -6952057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -6952049.500000 Penalty: 3570.302734
	Iteration 186Q: 3 clusters Score -6952050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -6952057.500000 Penalty: 3570.302734
	Iteration 187Q: 3 clusters Score -6952058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -6952060.500000 Penalty: 3570.302734
	Iteration 188Q: 3 clusters Score -6952060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -6952056.500000 Penalty: 3570.302734
	Iteration 189Q: 3 clusters Score -6952056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -6952056.500000 Penalty: 3570.302734
	Iteration 190Q: 3 clusters Score -6952056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -6952056.500000 Penalty: 3570.302734
	Iteration 191F: 3 clusters Score -6952056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -40803.578125 Penalty: 975.229919
	Iteration 0F: 2 clusters Score -40803.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39825.203125 Penalty: 1950.459839
	Iteration 0F: 3 clusters Score -39825.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39978.371094 Penalty: 1950.459839
	Iteration 1F: 3 clusters Score -39978.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40032.535156 Penalty: 1950.459839
	Iteration 2F: 3 clusters Score -40032.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40046.171875 Penalty: 1950.459839
	Iteration 3Q: 3 clusters Score -40046.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40060.882812 Penalty: 1950.459839
	Iteration 4Q: 3 clusters Score -40060.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40065.738281 Penalty: 1950.459839
	Iteration 5Q: 3 clusters Score -40065.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40072.011719 Penalty: 1950.459839
	Iteration 6Q: 3 clusters Score -40072.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40072.703125 Penalty: 1950.459839
	Iteration 7Q: 3 clusters Score -40072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40073.554688 Penalty: 1950.459839
	Iteration 8Q: 3 clusters Score -40073.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40074.156250 Penalty: 1950.459839
	Iteration 9Q: 3 clusters Score -40074.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40075.656250 Penalty: 1950.459839
	Iteration 10Q: 3 clusters Score -40075.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40075.992188 Penalty: 1950.459839
	Iteration 11Q: 3 clusters Score -40075.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40075.992188 Penalty: 1950.459839
	Iteration 12F: 3 clusters Score -40075.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -215615.078125 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -215615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -213566.562500 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -213566.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -214038.062500 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -214038.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -214194.062500 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -214194.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -214341.406250 Penalty: 2466.862793
	Iteration 3F: 3 clusters Score -214341.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -214532.062500 Penalty: 2466.862793
	Iteration 4F: 3 clusters Score -214532.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -214846.000000 Penalty: 2466.862793
	Iteration 5F: 3 clusters Score -214846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -215073.812500 Penalty: 2466.862793
	Iteration 6F: 3 clusters Score -215073.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -215201.968750 Penalty: 2466.862793
	Iteration 7F: 3 clusters Score -215202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -215278.015625 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -215278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -215318.140625 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -215318.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -215336.828125 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -215336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -215349.109375 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -215349.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -215355.187500 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -215355.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -215362.203125 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -215362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -215367.625000 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -215367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -215369.453125 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -215369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -215371.953125 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -215372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -215374.484375 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -215374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -215377.578125 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -215377.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -215379.562500 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -215379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -215379.921875 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -215379.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Entering Unmasked Estep 
Score: -9762051.000000 Penalty: 1841.160034
	Iteration 0F: 2 clusters Score -9762051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -9707094.000000 Penalty: 3682.320068
	Iteration 0F: 3 clusters Score -9707094 nChanged 39733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -9729823.000000 Penalty: 3682.320068
	Iteration 1F: 3 clusters Score -9729823 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -9730269.000000 Penalty: 3682.320068
	Iteration 2Q: 3 clusters Score -9730269 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -9730722.000000 Penalty: 3682.320068
	Iteration 3Q: 3 clusters Score -9730722 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -9731338.000000 Penalty: 3682.320068
	Iteration 4Q: 3 clusters Score -9731338 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -9732284.000000 Penalty: 3682.320068
	Iteration 5Q: 3 clusters Score -9732284 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -9734074.000000 Penalty: 3682.320068
	Iteration 6Q: 3 clusters Score -9734074 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -9737465.000000 Penalty: 3682.320068
	Iteration 7F: 3 clusters Score -9737465 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -9742704.000000 Penalty: 3682.320068
	Iteration 8F: 3 clusters Score -9742704 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -9749113.000000 Penalty: 3682.320068
	Iteration 9F: 3 clusters Score -9749113 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -9754880.000000 Penalty: 3682.320068
	Iteration 10F: 3 clusters Score -9754880 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -9758206.000000 Penalty: 3682.320068
	Iteration 11Q: 3 clusters Score -9758206 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -9759594.000000 Penalty: 3682.320068
	Iteration 12Q: 3 clusters Score -9759594 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -9760028.000000 Penalty: 3682.320068
	Iteration 13Q: 3 clusters Score -9760028 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -9760224.000000 Penalty: 3682.320068
	Iteration 14Q: 3 clusters Score -9760224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -9760295.000000 Penalty: 3682.320068
	Iteration 15Q: 3 clusters Score -9760295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 83090 members 
Entering Unmasked Estep 
Score: -9760355.000000 Penalty: 3682.320068
	Iteration 16Q: 3 clusters Score -9760355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -9760376.000000 Penalty: 3682.320068
	Iteration 17Q: 3 clusters Score -9760376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 83111 members 
Entering Unmasked Estep 
Score: -9760386.000000 Penalty: 3682.320068
	Iteration 18Q: 3 clusters Score -9760386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
Score: -9760395.000000 Penalty: 3682.320068
	Iteration 19Q: 3 clusters Score -9760395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -9760399.000000 Penalty: 3682.320068
	Iteration 20F: 3 clusters Score -9760399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -9760411.000000 Penalty: 3682.320068
	Iteration 21Q: 3 clusters Score -9760411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -9760409.000000 Penalty: 3682.320068
	Iteration 22Q: 3 clusters Score -9760409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -9760411.000000 Penalty: 3682.320068
	Iteration 23Q: 3 clusters Score -9760411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -9760411.000000 Penalty: 3682.320068
	Iteration 24Q: 3 clusters Score -9760411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -9760411.000000 Penalty: 3682.320068
	Iteration 25F: 3 clusters Score -9760411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -28344.207031 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -28344.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27528.044922 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -27528.04 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27662.052734 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -27662.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27683.109375 Penalty: 1833.619873
	Iteration 2Q: 3 clusters Score -27683.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27692.945312 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -27692.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27695.837891 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -27695.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27695.837891 Penalty: 1833.619873
	Iteration 5F: 3 clusters Score -27695.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Entering Unmasked Estep 
Score: -618278.562500 Penalty: 1397.060913
	Iteration 0F: 2 clusters Score -618278.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -614105.000000 Penalty: 2794.121826
	Iteration 0F: 3 clusters Score -614105 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -615272.062500 Penalty: 2794.121826
	Iteration 1F: 3 clusters Score -615272.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -615450.250000 Penalty: 2794.121826
	Iteration 2F: 3 clusters Score -615450.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -615586.500000 Penalty: 2794.121826
	Iteration 3F: 3 clusters Score -615586.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -615709.812500 Penalty: 2794.121826
	Iteration 4Q: 3 clusters Score -615709.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -615850.000000 Penalty: 2794.121826
	Iteration 5Q: 3 clusters Score -615850 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -615992.375000 Penalty: 2794.121826
	Iteration 6Q: 3 clusters Score -615992.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -616134.937500 Penalty: 2794.121826
	Iteration 7Q: 3 clusters Score -616134.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -616284.625000 Penalty: 2794.121826
	Iteration 8Q: 3 clusters Score -616284.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -616414.687500 Penalty: 2794.121826
	Iteration 9Q: 3 clusters Score -616414.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -616529.187500 Penalty: 2794.121826
	Iteration 10Q: 3 clusters Score -616529.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -616639.875000 Penalty: 2794.121826
	Iteration 11Q: 3 clusters Score -616639.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -616741.875000 Penalty: 2794.121826
	Iteration 12Q: 3 clusters Score -616741.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -616817.500000 Penalty: 2794.121826
	Iteration 13Q: 3 clusters Score -616817.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -616891.125000 Penalty: 2794.121826
	Iteration 14Q: 3 clusters Score -616891.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -616951.187500 Penalty: 2794.121826
	Iteration 15Q: 3 clusters Score -616951.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -616996.062500 Penalty: 2794.121826
	Iteration 16Q: 3 clusters Score -616996.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -617043.625000 Penalty: 2794.121826
	Iteration 17Q: 3 clusters Score -617043.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -617078.312500 Penalty: 2794.121826
	Iteration 18Q: 3 clusters Score -617078.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -617104.125000 Penalty: 2794.121826
	Iteration 19Q: 3 clusters Score -617104.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -617122.250000 Penalty: 2794.121826
	Iteration 20F: 3 clusters Score -617122.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -617132.500000 Penalty: 2794.121826
	Iteration 21Q: 3 clusters Score -617132.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -617143.187500 Penalty: 2794.121826
	Iteration 22Q: 3 clusters Score -617143.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -617155.625000 Penalty: 2794.121826
	Iteration 23Q: 3 clusters Score -617155.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -617168.250000 Penalty: 2794.121826
	Iteration 24Q: 3 clusters Score -617168.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -617185.312500 Penalty: 2794.121826
	Iteration 25Q: 3 clusters Score -617185.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -617203.687500 Penalty: 2794.121826
	Iteration 26Q: 3 clusters Score -617203.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -617223.437500 Penalty: 2794.121826
	Iteration 27Q: 3 clusters Score -617223.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -617244.187500 Penalty: 2794.121826
	Iteration 28Q: 3 clusters Score -617244.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -617263.312500 Penalty: 2794.121826
	Iteration 29Q: 3 clusters Score -617263.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -617280.562500 Penalty: 2794.121826
	Iteration 30Q: 3 clusters Score -617280.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -617289.875000 Penalty: 2794.121826
	Iteration 31Q: 3 clusters Score -617289.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -617298.562500 Penalty: 2794.121826
	Iteration 32Q: 3 clusters Score -617298.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -617308.000000 Penalty: 2794.121826
	Iteration 33Q: 3 clusters Score -617308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -617314.375000 Penalty: 2794.121826
	Iteration 34Q: 3 clusters Score -617314.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -617316.875000 Penalty: 2794.121826
	Iteration 35Q: 3 clusters Score -617316.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -617321.250000 Penalty: 2794.121826
	Iteration 36Q: 3 clusters Score -617321.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -617325.437500 Penalty: 2794.121826
	Iteration 37Q: 3 clusters Score -617325.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -617328.250000 Penalty: 2794.121826
	Iteration 38Q: 3 clusters Score -617328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -617328.562500 Penalty: 2794.121826
	Iteration 39Q: 3 clusters Score -617328.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -617331.000000 Penalty: 2794.121826
	Iteration 40F: 3 clusters Score -617331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -617333.062500 Penalty: 2794.121826
	Iteration 41Q: 3 clusters Score -617333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -617333.687500 Penalty: 2794.121826
	Iteration 42Q: 3 clusters Score -617333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -617335.312500 Penalty: 2794.121826
	Iteration 43Q: 3 clusters Score -617335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -617335.312500 Penalty: 2794.121826
	Iteration 44Q: 3 clusters Score -617335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -617336.250000 Penalty: 2794.121826
	Iteration 45Q: 3 clusters Score -617336.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -617336.312500 Penalty: 2794.121826
	Iteration 46Q: 3 clusters Score -617336.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -617337.562500 Penalty: 2794.121826
	Iteration 47Q: 3 clusters Score -617337.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -617338.687500 Penalty: 2794.121826
	Iteration 48Q: 3 clusters Score -617338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -617339.062500 Penalty: 2794.121826
	Iteration 49Q: 3 clusters Score -617339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -617338.625000 Penalty: 2794.121826
	Iteration 50Q: 3 clusters Score -617338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -617340.375000 Penalty: 2794.121826
	Iteration 51Q: 3 clusters Score -617340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -617342.187500 Penalty: 2794.121826
	Iteration 52Q: 3 clusters Score -617342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -617341.625000 Penalty: 2794.121826
	Iteration 53Q: 3 clusters Score -617341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -617342.562500 Penalty: 2794.121826
	Iteration 54Q: 3 clusters Score -617342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -617343.937500 Penalty: 2794.121826
	Iteration 55Q: 3 clusters Score -617343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -617342.875000 Penalty: 2794.121826
	Iteration 56Q: 3 clusters Score -617342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -617344.375000 Penalty: 2794.121826
	Iteration 57Q: 3 clusters Score -617344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -617344.937500 Penalty: 2794.121826
	Iteration 58Q: 3 clusters Score -617344.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -617344.937500 Penalty: 2794.121826
	Iteration 59F: 3 clusters Score -617344.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (82366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Entering Unmasked Estep 
Score: -9537796.000000 Penalty: 1839.325806
	Iteration 0F: 2 clusters Score -9537796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -9483152.000000 Penalty: 3678.651611
	Iteration 0F: 3 clusters Score -9483152 nChanged 39102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -9506202.000000 Penalty: 3678.651611
	Iteration 1F: 3 clusters Score -9506202 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -9507074.000000 Penalty: 3678.651611
	Iteration 2Q: 3 clusters Score -9507074 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -9508359.000000 Penalty: 3678.651611
	Iteration 3Q: 3 clusters Score -9508359 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -9510342.000000 Penalty: 3678.651611
	Iteration 4Q: 3 clusters Score -9510342 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -9513335.000000 Penalty: 3678.651611
	Iteration 5F: 3 clusters Score -9513335 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -9517509.000000 Penalty: 3678.651611
	Iteration 6F: 3 clusters Score -9517509 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -9522445.000000 Penalty: 3678.651611
	Iteration 7F: 3 clusters Score -9522445 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -9527021.000000 Penalty: 3678.651611
	Iteration 8F: 3 clusters Score -9527021 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -9529908.000000 Penalty: 3678.651611
	Iteration 9Q: 3 clusters Score -9529908 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -9531374.000000 Penalty: 3678.651611
	Iteration 10Q: 3 clusters Score -9531374 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -9532301.000000 Penalty: 3678.651611
	Iteration 11Q: 3 clusters Score -9532301 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -9532955.000000 Penalty: 3678.651611
	Iteration 12Q: 3 clusters Score -9532955 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -9533550.000000 Penalty: 3678.651611
	Iteration 13Q: 3 clusters Score -9533550 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -9534119.000000 Penalty: 3678.651611
	Iteration 14Q: 3 clusters Score -9534119 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -9534570.000000 Penalty: 3678.651611
	Iteration 15Q: 3 clusters Score -9534570 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -9534932.000000 Penalty: 3678.651611
	Iteration 16Q: 3 clusters Score -9534932 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -9535297.000000 Penalty: 3678.651611
	Iteration 17Q: 3 clusters Score -9535297 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -9535552.000000 Penalty: 3678.651611
	Iteration 18Q: 3 clusters Score -9535552 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -9535802.000000 Penalty: 3678.651611
	Iteration 19Q: 3 clusters Score -9535802 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -9535959.000000 Penalty: 3678.651611
	Iteration 20F: 3 clusters Score -9535959 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -9536064.000000 Penalty: 3678.651611
	Iteration 21Q: 3 clusters Score -9536064 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -9536187.000000 Penalty: 3678.651611
	Iteration 22Q: 3 clusters Score -9536187 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -9536253.000000 Penalty: 3678.651611
	Iteration 23Q: 3 clusters Score -9536253 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -9536299.000000 Penalty: 3678.651611
	Iteration 24Q: 3 clusters Score -9536299 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -9536354.000000 Penalty: 3678.651611
	Iteration 25Q: 3 clusters Score -9536354 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 80515 members 
Entering Unmasked Estep 
Score: -9536421.000000 Penalty: 3678.651611
	Iteration 26Q: 3 clusters Score -9536421 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -9536438.000000 Penalty: 3678.651611
	Iteration 27Q: 3 clusters Score -9536438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -9536454.000000 Penalty: 3678.651611
	Iteration 28Q: 3 clusters Score -9536454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -9536459.000000 Penalty: 3678.651611
	Iteration 29Q: 3 clusters Score -9536459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -9536464.000000 Penalty: 3678.651611
	Iteration 30Q: 3 clusters Score -9536464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -9536482.000000 Penalty: 3678.651611
	Iteration 31Q: 3 clusters Score -9536482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -9536484.000000 Penalty: 3678.651611
	Iteration 32Q: 3 clusters Score -9536484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -9536494.000000 Penalty: 3678.651611
	Iteration 33Q: 3 clusters Score -9536494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -9536505.000000 Penalty: 3678.651611
	Iteration 34Q: 3 clusters Score -9536505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -9536503.000000 Penalty: 3678.651611
	Iteration 35Q: 3 clusters Score -9536503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -9536504.000000 Penalty: 3678.651611
	Iteration 36Q: 3 clusters Score -9536504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -9536536.000000 Penalty: 3678.651611
	Iteration 37Q: 3 clusters Score -9536536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 80981 members 
Entering Unmasked Estep 
Score: -9536543.000000 Penalty: 3678.651611
	Iteration 38Q: 3 clusters Score -9536543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -9536539.000000 Penalty: 3678.651611
	Iteration 39Q: 3 clusters Score -9536539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 81027 members 
Entering Unmasked Estep 
Score: -9536528.000000 Penalty: 3678.651611
	Iteration 40F: 3 clusters Score -9536528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -9536542.000000 Penalty: 3678.651611
	Iteration 41Q: 3 clusters Score -9536542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -9536546.000000 Penalty: 3678.651611
	Iteration 42Q: 3 clusters Score -9536546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 81061 members 
Entering Unmasked Estep 
Score: -9536555.000000 Penalty: 3678.651611
	Iteration 43Q: 3 clusters Score -9536555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -9536552.000000 Penalty: 3678.651611
	Iteration 44Q: 3 clusters Score -9536552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -9536557.000000 Penalty: 3678.651611
	Iteration 45Q: 3 clusters Score -9536557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -9536547.000000 Penalty: 3678.651611
	Iteration 46Q: 3 clusters Score -9536547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -9536552.000000 Penalty: 3678.651611
	Iteration 47Q: 3 clusters Score -9536552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -9536556.000000 Penalty: 3678.651611
	Iteration 48Q: 3 clusters Score -9536556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -9536552.000000 Penalty: 3678.651611
	Iteration 49Q: 3 clusters Score -9536552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -9536552.000000 Penalty: 3678.651611
	Iteration 50F: 3 clusters Score -9536552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -112287.023438 Penalty: 1119.061401
	Iteration 0F: 2 clusters Score -112287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -110848.179688 Penalty: 2238.122803
	Iteration 0F: 3 clusters Score -110848.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111116.203125 Penalty: 2238.122803
	Iteration 1F: 3 clusters Score -111116.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111166.671875 Penalty: 2238.122803
	Iteration 2F: 3 clusters Score -111166.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111181.859375 Penalty: 2238.122803
	Iteration 3Q: 3 clusters Score -111181.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111195.429688 Penalty: 2238.122803
	Iteration 4Q: 3 clusters Score -111195.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111205.914062 Penalty: 2238.122803
	Iteration 5Q: 3 clusters Score -111205.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111209.593750 Penalty: 2238.122803
	Iteration 6Q: 3 clusters Score -111209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111214.328125 Penalty: 2238.122803
	Iteration 7Q: 3 clusters Score -111214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111217.203125 Penalty: 2238.122803
	Iteration 8Q: 3 clusters Score -111217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111219.164062 Penalty: 2238.122803
	Iteration 9Q: 3 clusters Score -111219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111220.500000 Penalty: 2238.122803
	Iteration 10Q: 3 clusters Score -111220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111221.531250 Penalty: 2238.122803
	Iteration 11Q: 3 clusters Score -111221.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111221.921875 Penalty: 2238.122803
	Iteration 12Q: 3 clusters Score -111221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111223.164062 Penalty: 2238.122803
	Iteration 13Q: 3 clusters Score -111223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111224.734375 Penalty: 2238.122803
	Iteration 14Q: 3 clusters Score -111224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111226.734375 Penalty: 2238.122803
	Iteration 15Q: 3 clusters Score -111226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111232.210938 Penalty: 2238.122803
	Iteration 16Q: 3 clusters Score -111232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111239.023438 Penalty: 2238.122803
	Iteration 17Q: 3 clusters Score -111239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111240.742188 Penalty: 2238.122803
	Iteration 18Q: 3 clusters Score -111240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111241.867188 Penalty: 2238.122803
	Iteration 19Q: 3 clusters Score -111241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111242.765625 Penalty: 2238.122803
	Iteration 20F: 3 clusters Score -111242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111243.734375 Penalty: 2238.122803
	Iteration 21Q: 3 clusters Score -111243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111244.695312 Penalty: 2238.122803
	Iteration 22Q: 3 clusters Score -111244.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111244.695312 Penalty: 2238.122803
	Iteration 23F: 3 clusters Score -111244.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Entering Unmasked Estep 
Score: -1323775.250000 Penalty: 1520.251221
	Iteration 0F: 2 clusters Score -1323775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1315551.375000 Penalty: 3040.502441
	Iteration 0F: 3 clusters Score -1315551 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1318369.000000 Penalty: 3040.502441
	Iteration 1F: 3 clusters Score -1318369 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1318728.125000 Penalty: 3040.502441
	Iteration 2F: 3 clusters Score -1318728 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1319071.875000 Penalty: 3040.502441
	Iteration 3F: 3 clusters Score -1319072 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1319439.875000 Penalty: 3040.502441
	Iteration 4F: 3 clusters Score -1319440 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1319779.750000 Penalty: 3040.502441
	Iteration 5F: 3 clusters Score -1319780 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1320100.500000 Penalty: 3040.502441
	Iteration 6Q: 3 clusters Score -1320100 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1320424.125000 Penalty: 3040.502441
	Iteration 7Q: 3 clusters Score -1320424 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1320689.250000 Penalty: 3040.502441
	Iteration 8Q: 3 clusters Score -1320689 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1320945.625000 Penalty: 3040.502441
	Iteration 9Q: 3 clusters Score -1320946 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1321166.375000 Penalty: 3040.502441
	Iteration 10Q: 3 clusters Score -1321166 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1321401.875000 Penalty: 3040.502441
	Iteration 11Q: 3 clusters Score -1321402 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1321655.125000 Penalty: 3040.502441
	Iteration 12Q: 3 clusters Score -1321655 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1321881.750000 Penalty: 3040.502441
	Iteration 13Q: 3 clusters Score -1321882 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1322048.125000 Penalty: 3040.502441
	Iteration 14Q: 3 clusters Score -1322048 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1322167.750000 Penalty: 3040.502441
	Iteration 15Q: 3 clusters Score -1322168 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1322281.125000 Penalty: 3040.502441
	Iteration 16Q: 3 clusters Score -1322281 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1322361.875000 Penalty: 3040.502441
	Iteration 17Q: 3 clusters Score -1322362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1322412.375000 Penalty: 3040.502441
	Iteration 18Q: 3 clusters Score -1322412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1322434.750000 Penalty: 3040.502441
	Iteration 19Q: 3 clusters Score -1322435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1322456.000000 Penalty: 3040.502441
	Iteration 20F: 3 clusters Score -1322456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1322483.625000 Penalty: 3040.502441
	Iteration 21Q: 3 clusters Score -1322484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1322499.500000 Penalty: 3040.502441
	Iteration 22Q: 3 clusters Score -1322500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1322509.125000 Penalty: 3040.502441
	Iteration 23Q: 3 clusters Score -1322509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1322513.125000 Penalty: 3040.502441
	Iteration 24Q: 3 clusters Score -1322513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1322516.750000 Penalty: 3040.502441
	Iteration 25Q: 3 clusters Score -1322517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1322518.375000 Penalty: 3040.502441
	Iteration 26Q: 3 clusters Score -1322518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1322521.000000 Penalty: 3040.502441
	Iteration 27Q: 3 clusters Score -1322521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1322520.125000 Penalty: 3040.502441
	Iteration 28Q: 3 clusters Score -1322520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1322528.125000 Penalty: 3040.502441
	Iteration 29Q: 3 clusters Score -1322528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1322534.625000 Penalty: 3040.502441
	Iteration 30Q: 3 clusters Score -1322535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1322542.625000 Penalty: 3040.502441
	Iteration 31Q: 3 clusters Score -1322543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1322546.750000 Penalty: 3040.502441
	Iteration 32Q: 3 clusters Score -1322547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1322552.250000 Penalty: 3040.502441
	Iteration 33Q: 3 clusters Score -1322552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1322554.250000 Penalty: 3040.502441
	Iteration 34Q: 3 clusters Score -1322554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1322556.875000 Penalty: 3040.502441
	Iteration 35Q: 3 clusters Score -1322557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1322558.125000 Penalty: 3040.502441
	Iteration 36Q: 3 clusters Score -1322558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1322562.625000 Penalty: 3040.502441
	Iteration 37Q: 3 clusters Score -1322563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1322568.125000 Penalty: 3040.502441
	Iteration 38Q: 3 clusters Score -1322568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1322572.375000 Penalty: 3040.502441
	Iteration 39Q: 3 clusters Score -1322572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1322575.500000 Penalty: 3040.502441
	Iteration 40F: 3 clusters Score -1322576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1322577.375000 Penalty: 3040.502441
	Iteration 41Q: 3 clusters Score -1322577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1322577.375000 Penalty: 3040.502441
	Iteration 42F: 3 clusters Score -1322577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Entering Unmasked Estep 
Score: -615750.187500 Penalty: 1407.853638
	Iteration 0F: 2 clusters Score -615750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -611316.437500 Penalty: 2815.707275
	Iteration 0F: 3 clusters Score -611316.4 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -612720.812500 Penalty: 2815.707275
	Iteration 1F: 3 clusters Score -612720.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -613051.750000 Penalty: 2815.707275
	Iteration 2F: 3 clusters Score -613051.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -613388.937500 Penalty: 2815.707275
	Iteration 3F: 3 clusters Score -613388.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -613749.562500 Penalty: 2815.707275
	Iteration 4F: 3 clusters Score -613749.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -614088.812500 Penalty: 2815.707275
	Iteration 5F: 3 clusters Score -614088.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -614385.375000 Penalty: 2815.707275
	Iteration 6F: 3 clusters Score -614385.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -614616.437500 Penalty: 2815.707275
	Iteration 7F: 3 clusters Score -614616.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -614781.500000 Penalty: 2815.707275
	Iteration 8Q: 3 clusters Score -614781.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -614878.250000 Penalty: 2815.707275
	Iteration 9Q: 3 clusters Score -614878.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -614939.562500 Penalty: 2815.707275
	Iteration 10Q: 3 clusters Score -614939.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -614975.812500 Penalty: 2815.707275
	Iteration 11Q: 3 clusters Score -614975.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -615000.937500 Penalty: 2815.707275
	Iteration 12Q: 3 clusters Score -615000.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -615019.625000 Penalty: 2815.707275
	Iteration 13Q: 3 clusters Score -615019.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -615033.437500 Penalty: 2815.707275
	Iteration 14Q: 3 clusters Score -615033.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -615044.250000 Penalty: 2815.707275
	Iteration 15Q: 3 clusters Score -615044.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -615055.250000 Penalty: 2815.707275
	Iteration 16Q: 3 clusters Score -615055.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -615062.875000 Penalty: 2815.707275
	Iteration 17Q: 3 clusters Score -615062.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -615066.125000 Penalty: 2815.707275
	Iteration 18Q: 3 clusters Score -615066.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -615072.125000 Penalty: 2815.707275
	Iteration 19Q: 3 clusters Score -615072.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -615080.000000 Penalty: 2815.707275
	Iteration 20F: 3 clusters Score -615080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -615089.312500 Penalty: 2815.707275
	Iteration 21Q: 3 clusters Score -615089.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -615097.875000 Penalty: 2815.707275
	Iteration 22Q: 3 clusters Score -615097.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -615105.312500 Penalty: 2815.707275
	Iteration 23Q: 3 clusters Score -615105.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -615109.062500 Penalty: 2815.707275
	Iteration 24Q: 3 clusters Score -615109.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -615114.625000 Penalty: 2815.707275
	Iteration 25Q: 3 clusters Score -615114.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -615119.875000 Penalty: 2815.707275
	Iteration 26Q: 3 clusters Score -615119.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -615123.750000 Penalty: 2815.707275
	Iteration 27Q: 3 clusters Score -615123.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -615127.062500 Penalty: 2815.707275
	Iteration 28Q: 3 clusters Score -615127.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -615128.812500 Penalty: 2815.707275
	Iteration 29Q: 3 clusters Score -615128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -615129.250000 Penalty: 2815.707275
	Iteration 30Q: 3 clusters Score -615129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -615130.500000 Penalty: 2815.707275
	Iteration 31Q: 3 clusters Score -615130.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -615130.125000 Penalty: 2815.707275
	Iteration 32Q: 3 clusters Score -615130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -615130.437500 Penalty: 2815.707275
	Iteration 33Q: 3 clusters Score -615130.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -615131.750000 Penalty: 2815.707275
	Iteration 34Q: 3 clusters Score -615131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -615132.625000 Penalty: 2815.707275
	Iteration 35Q: 3 clusters Score -615132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -615132.312500 Penalty: 2815.707275
	Iteration 36Q: 3 clusters Score -615132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -615132.312500 Penalty: 2815.707275
	Iteration 37F: 3 clusters Score -615132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 112130 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34596 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89307 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130394 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63124 members 
Mstep: Class 14 contains 14078 members 
Mstep: Class 15 contains 28823 members 
Mstep: Class 16 contains 59015 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 83301 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 82366 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210256.000000 Penalty: 55007.320312
Iteration 199Q: 26 clusters Score -8.621026e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 112141 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34603 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 5693 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89316 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130398 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63125 members 
Mstep: Class 14 contains 14076 members 
Mstep: Class 15 contains 28823 members 
Mstep: Class 16 contains 59032 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 83270 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 22 contains 82353 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210200.000000 Penalty: 55007.320312
Iteration 200F: 26 clusters Score -8.62102e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 112148 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34602 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89321 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130411 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63117 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 28822 members 
Mstep: Class 16 contains 59072 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 83235 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 82337 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210184.000000 Penalty: 55007.320312
Iteration 201Q: 26 clusters Score -8.621018e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 112152 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34602 members 
Mstep: Class 5 contains 3580 members 
Mstep: Class 6 contains 5688 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89342 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130423 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63114 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 28822 members 
Mstep: Class 16 contains 59106 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 83202 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 82307 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210208.000000 Penalty: 55007.320312
Iteration 202Q: 26 clusters Score -8.621021e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 112144 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 34602 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 5686 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89338 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130425 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63111 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 28823 members 
Mstep: Class 16 contains 59161 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 83171 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 82294 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210272.000000 Penalty: 55007.320312
Iteration 203Q: 26 clusters Score -8.621027e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 112123 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 34604 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5686 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89336 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130429 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63112 members 
Mstep: Class 14 contains 14076 members 
Mstep: Class 15 contains 28822 members 
Mstep: Class 16 contains 59227 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 83136 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 82278 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210200.000000 Penalty: 55007.320312
Iteration 204Q: 26 clusters Score -8.62102e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 112114 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 34603 members 
Mstep: Class 5 contains 3580 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89325 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130429 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63114 members 
Mstep: Class 14 contains 14077 members 
Mstep: Class 15 contains 28821 members 
Mstep: Class 16 contains 59282 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 83106 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 82269 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210368.000000 Penalty: 55007.320312
Iteration 205Q: 26 clusters Score -8.621037e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 112110 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 34609 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 5688 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89310 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130442 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63104 members 
Mstep: Class 14 contains 14073 members 
Mstep: Class 15 contains 28823 members 
Mstep: Class 16 contains 59319 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 83087 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 82261 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11562 members 
Mstep: Class 25 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210408.000000 Penalty: 55007.320312
Iteration 206Q: 26 clusters Score -8.621041e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 112110 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 34610 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89288 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130450 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63099 members 
Mstep: Class 14 contains 14070 members 
Mstep: Class 15 contains 28825 members 
Mstep: Class 16 contains 59364 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 83067 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 82258 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11562 members 
Mstep: Class 25 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210336.000000 Penalty: 55007.320312
Iteration 207Q: 26 clusters Score -8.621034e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 112109 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 34612 members 
Mstep: Class 5 contains 3580 members 
Mstep: Class 6 contains 5688 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89275 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130462 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63096 members 
Mstep: Class 14 contains 14069 members 
Mstep: Class 15 contains 28827 members 
Mstep: Class 16 contains 59404 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 83043 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 82242 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210328.000000 Penalty: 55007.320312
Iteration 208Q: 26 clusters Score -8.621033e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 112104 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 34615 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89258 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130467 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63098 members 
Mstep: Class 14 contains 14069 members 
Mstep: Class 15 contains 28827 members 
Mstep: Class 16 contains 59443 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 83020 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 82231 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11560 members 
Mstep: Class 25 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210216.000000 Penalty: 55007.320312
Iteration 209Q: 26 clusters Score -8.621022e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 112111 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89224 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130482 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63098 members 
Mstep: Class 14 contains 14073 members 
Mstep: Class 15 contains 28830 members 
Mstep: Class 16 contains 59473 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82996 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 82226 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11560 members 
Mstep: Class 25 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210280.000000 Penalty: 55007.320312
Iteration 210Q: 26 clusters Score -8.621028e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 112124 members 
Mstep: Class 3 contains 4085 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 5690 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89186 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130492 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63097 members 
Mstep: Class 14 contains 14077 members 
Mstep: Class 15 contains 28833 members 
Mstep: Class 16 contains 59499 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82970 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 82232 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210248.000000 Penalty: 55007.320312
Iteration 211Q: 26 clusters Score -8.621025e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 112133 members 
Mstep: Class 3 contains 4088 members 
Mstep: Class 4 contains 34620 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 5691 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89160 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130502 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63095 members 
Mstep: Class 14 contains 14077 members 
Mstep: Class 15 contains 28838 members 
Mstep: Class 16 contains 59534 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82942 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 82225 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210216.000000 Penalty: 55007.320312
Iteration 212Q: 26 clusters Score -8.621022e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 112128 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34625 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89147 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130516 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63095 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 28838 members 
Mstep: Class 16 contains 59559 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82919 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 82218 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210120.000000 Penalty: 55007.320312
Iteration 213Q: 26 clusters Score -8.621012e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 112125 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34628 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89129 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130528 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63099 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 28838 members 
Mstep: Class 16 contains 59587 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82903 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 82211 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210200.000000 Penalty: 55007.320312
Iteration 214Q: 26 clusters Score -8.62102e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 112121 members 
Mstep: Class 3 contains 4091 members 
Mstep: Class 4 contains 34629 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89126 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 11 contains 130538 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63102 members 
Mstep: Class 14 contains 14073 members 
Mstep: Class 15 contains 28839 members 
Mstep: Class 16 contains 59611 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82884 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 82202 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210256.000000 Penalty: 55007.320312
Iteration 215Q: 26 clusters Score -8.621026e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 112125 members 
Mstep: Class 3 contains 4093 members 
Mstep: Class 4 contains 34628 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89133 members 
Mstep: Class 9 contains 2436 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 11 contains 130540 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63103 members 
Mstep: Class 14 contains 14072 members 
Mstep: Class 15 contains 28840 members 
Mstep: Class 16 contains 59631 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 82862 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 82194 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210240.000000 Penalty: 55007.320312
Iteration 216Q: 26 clusters Score -8.621024e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 112110 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34626 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5685 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89135 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130538 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63102 members 
Mstep: Class 14 contains 14070 members 
Mstep: Class 15 contains 28843 members 
Mstep: Class 16 contains 59686 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 82837 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 82184 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210184.000000 Penalty: 55007.320312
Iteration 217Q: 26 clusters Score -8.621018e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 112110 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34628 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5684 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89137 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130539 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63102 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 28845 members 
Mstep: Class 16 contains 59732 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82807 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 82168 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210176.000000 Penalty: 55007.320312
Iteration 218Q: 26 clusters Score -8.621018e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 112106 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34629 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5684 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89131 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130545 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63104 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 28846 members 
Mstep: Class 16 contains 59773 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82783 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 82154 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210200.000000 Penalty: 55007.320312
Iteration 219Q: 26 clusters Score -8.62102e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 112097 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34631 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89118 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130554 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63103 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28846 members 
Mstep: Class 16 contains 59824 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82765 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 82139 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210296.000000 Penalty: 55007.320312
Iteration 220F: 26 clusters Score -8.62103e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 112104 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34634 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89117 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130557 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63099 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 28848 members 
Mstep: Class 16 contains 59854 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82741 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 82125 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210328.000000 Penalty: 55007.320312
Iteration 221Q: 26 clusters Score -8.621033e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 112108 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34633 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5681 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89110 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130561 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63095 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 28851 members 
Mstep: Class 16 contains 59885 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82718 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 82122 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210240.000000 Penalty: 55007.320312
Iteration 222Q: 26 clusters Score -8.621024e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 112107 members 
Mstep: Class 3 contains 4093 members 
Mstep: Class 4 contains 34626 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5681 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89117 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130569 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63094 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28854 members 
Mstep: Class 16 contains 59907 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82700 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 82115 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210264.000000 Penalty: 55007.320312
Iteration 223Q: 26 clusters Score -8.621026e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 112108 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34627 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5679 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89102 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130576 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63094 members 
Mstep: Class 14 contains 14068 members 
Mstep: Class 15 contains 28857 members 
Mstep: Class 16 contains 59939 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82688 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 82097 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210384.000000 Penalty: 55007.320312
Iteration 224Q: 26 clusters Score -8.621038e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 112103 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34625 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5678 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89088 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130582 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63093 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 28859 members 
Mstep: Class 16 contains 59972 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82679 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 82089 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210344.000000 Penalty: 55007.320312
Iteration 225Q: 26 clusters Score -8.621034e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 112098 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34627 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5677 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89076 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130592 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63092 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28860 members 
Mstep: Class 16 contains 59991 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82674 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 82082 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210424.000000 Penalty: 55007.320312
Iteration 226Q: 26 clusters Score -8.621042e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 112092 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34628 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89066 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130599 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63094 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28861 members 
Mstep: Class 16 contains 60013 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82668 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 82075 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11560 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210440.000000 Penalty: 55007.320312
Iteration 227Q: 26 clusters Score -8.621044e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 112091 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34624 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89060 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130608 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63094 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28861 members 
Mstep: Class 16 contains 60030 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 82664 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 82066 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210400.000000 Penalty: 55007.320312
Iteration 228Q: 26 clusters Score -8.62104e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 112082 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34623 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89051 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 130614 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63095 members 
Mstep: Class 14 contains 14064 members 
Mstep: Class 15 contains 28861 members 
Mstep: Class 16 contains 60050 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 82659 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 82061 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210416.000000 Penalty: 55007.320312
Iteration 229Q: 26 clusters Score -8.621042e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 112090 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34623 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89042 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130615 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63094 members 
Mstep: Class 14 contains 14064 members 
Mstep: Class 15 contains 28864 members 
Mstep: Class 16 contains 60060 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 82654 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 82054 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210464.000000 Penalty: 55007.320312
Iteration 230Q: 26 clusters Score -8.621046e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 112099 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34621 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89031 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130607 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63092 members 
Mstep: Class 14 contains 14064 members 
Mstep: Class 15 contains 28867 members 
Mstep: Class 16 contains 60077 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 82647 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 82056 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210432.000000 Penalty: 55007.320312
Iteration 231Q: 26 clusters Score -8.621043e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 112112 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34623 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89014 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130611 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63091 members 
Mstep: Class 14 contains 14065 members 
Mstep: Class 15 contains 28868 members 
Mstep: Class 16 contains 60089 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82639 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 82049 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210416.000000 Penalty: 55007.320312
Iteration 232Q: 26 clusters Score -8.621042e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 112123 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34623 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88999 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130613 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63091 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28869 members 
Mstep: Class 16 contains 60105 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82629 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 82046 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210408.000000 Penalty: 55007.320312
Iteration 233Q: 26 clusters Score -8.621041e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 112135 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34622 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88995 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130617 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63090 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28869 members 
Mstep: Class 16 contains 60110 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82617 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 82043 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210376.000000 Penalty: 55007.320312
Iteration 234Q: 26 clusters Score -8.621038e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 112138 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34623 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88995 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130624 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63089 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28870 members 
Mstep: Class 16 contains 60116 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82612 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 82037 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210424.000000 Penalty: 55007.320312
Iteration 235Q: 26 clusters Score -8.621042e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 112135 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34621 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89002 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130623 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63085 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28869 members 
Mstep: Class 16 contains 60125 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82610 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 82035 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210400.000000 Penalty: 55007.320312
Iteration 236Q: 26 clusters Score -8.62104e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 112123 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34623 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89002 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130621 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63086 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 28870 members 
Mstep: Class 16 contains 60140 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82611 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 82026 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210448.000000 Penalty: 55007.320312
Iteration 237Q: 26 clusters Score -8.621045e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 112119 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34627 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89008 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130623 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63081 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 28870 members 
Mstep: Class 16 contains 60150 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82606 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 82020 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210336.000000 Penalty: 55007.320312
Iteration 238Q: 26 clusters Score -8.621034e+07 nChanged 79
Entering ConstructFrom: 
Score: -86210336.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (15980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Entering Unmasked Estep 
Score: -1855538.625000 Penalty: 1572.852661
	Iteration 0F: 2 clusters Score -1855539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1844541.250000 Penalty: 3145.705322
	Iteration 0F: 3 clusters Score -1844541 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1848366.250000 Penalty: 3145.705322
	Iteration 1F: 3 clusters Score -1848366 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1848750.875000 Penalty: 3145.705322
	Iteration 2F: 3 clusters Score -1848751 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1849104.125000 Penalty: 3145.705322
	Iteration 3Q: 3 clusters Score -1849104 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1849491.625000 Penalty: 3145.705322
	Iteration 4Q: 3 clusters Score -1849492 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1849947.000000 Penalty: 3145.705322
	Iteration 5Q: 3 clusters Score -1849947 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1850502.000000 Penalty: 3145.705322
	Iteration 6F: 3 clusters Score -1850502 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1851141.750000 Penalty: 3145.705322
	Iteration 7F: 3 clusters Score -1851142 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1851850.625000 Penalty: 3145.705322
	Iteration 8F: 3 clusters Score -1851851 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1852475.750000 Penalty: 3145.705322
	Iteration 9Q: 3 clusters Score -1852476 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1852901.750000 Penalty: 3145.705322
	Iteration 10Q: 3 clusters Score -1852902 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1853209.750000 Penalty: 3145.705322
	Iteration 11Q: 3 clusters Score -1853210 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1853416.875000 Penalty: 3145.705322
	Iteration 12Q: 3 clusters Score -1853417 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1853562.250000 Penalty: 3145.705322
	Iteration 13Q: 3 clusters Score -1853562 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1853652.500000 Penalty: 3145.705322
	Iteration 14Q: 3 clusters Score -1853652 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1853732.750000 Penalty: 3145.705322
	Iteration 15Q: 3 clusters Score -1853733 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1853781.375000 Penalty: 3145.705322
	Iteration 16Q: 3 clusters Score -1853781 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1853829.250000 Penalty: 3145.705322
	Iteration 17Q: 3 clusters Score -1853829 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1853888.750000 Penalty: 3145.705322
	Iteration 18Q: 3 clusters Score -1853889 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1853948.125000 Penalty: 3145.705322
	Iteration 19Q: 3 clusters Score -1853948 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1854003.250000 Penalty: 3145.705322
	Iteration 20F: 3 clusters Score -1854003 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1854047.500000 Penalty: 3145.705322
	Iteration 21Q: 3 clusters Score -1854048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1854084.875000 Penalty: 3145.705322
	Iteration 22Q: 3 clusters Score -1854085 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1854126.250000 Penalty: 3145.705322
	Iteration 23Q: 3 clusters Score -1854126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1854158.500000 Penalty: 3145.705322
	Iteration 24Q: 3 clusters Score -1854158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1854191.500000 Penalty: 3145.705322
	Iteration 25Q: 3 clusters Score -1854192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1854216.875000 Penalty: 3145.705322
	Iteration 26Q: 3 clusters Score -1854217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1854233.250000 Penalty: 3145.705322
	Iteration 27Q: 3 clusters Score -1854233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1854247.375000 Penalty: 3145.705322
	Iteration 28Q: 3 clusters Score -1854247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1854259.375000 Penalty: 3145.705322
	Iteration 29Q: 3 clusters Score -1854259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1854267.125000 Penalty: 3145.705322
	Iteration 30Q: 3 clusters Score -1854267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1854272.000000 Penalty: 3145.705322
	Iteration 31Q: 3 clusters Score -1854272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1854274.000000 Penalty: 3145.705322
	Iteration 32Q: 3 clusters Score -1854274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1854274.000000 Penalty: 3145.705322
	Iteration 33Q: 3 clusters Score -1854274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1854278.625000 Penalty: 3145.705322
	Iteration 34Q: 3 clusters Score -1854279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1854278.750000 Penalty: 3145.705322
	Iteration 35Q: 3 clusters Score -1854279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1854283.125000 Penalty: 3145.705322
	Iteration 36Q: 3 clusters Score -1854283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1854283.625000 Penalty: 3145.705322
	Iteration 37Q: 3 clusters Score -1854284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1854284.625000 Penalty: 3145.705322
	Iteration 38Q: 3 clusters Score -1854285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1854284.125000 Penalty: 3145.705322
	Iteration 39Q: 3 clusters Score -1854284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1854283.875000 Penalty: 3145.705322
	Iteration 40F: 3 clusters Score -1854284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1854286.000000 Penalty: 3145.705322
	Iteration 41Q: 3 clusters Score -1854286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1854288.375000 Penalty: 3145.705322
	Iteration 42Q: 3 clusters Score -1854288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1854294.500000 Penalty: 3145.705322
	Iteration 43Q: 3 clusters Score -1854294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1854293.625000 Penalty: 3145.705322
	Iteration 44Q: 3 clusters Score -1854294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1854295.750000 Penalty: 3145.705322
	Iteration 45Q: 3 clusters Score -1854296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1854295.625000 Penalty: 3145.705322
	Iteration 46Q: 3 clusters Score -1854296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1854296.500000 Penalty: 3145.705322
	Iteration 47Q: 3 clusters Score -1854296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1854300.500000 Penalty: 3145.705322
	Iteration 48Q: 3 clusters Score -1854300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1854301.375000 Penalty: 3145.705322
	Iteration 49Q: 3 clusters Score -1854301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1854298.625000 Penalty: 3145.705322
	Iteration 50Q: 3 clusters Score -1854299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1854301.125000 Penalty: 3145.705322
	Iteration 51Q: 3 clusters Score -1854301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1854300.500000 Penalty: 3145.705322
	Iteration 52Q: 3 clusters Score -1854300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1854298.375000 Penalty: 3145.705322
	Iteration 53Q: 3 clusters Score -1854298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1854300.875000 Penalty: 3145.705322
	Iteration 54Q: 3 clusters Score -1854301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1854302.750000 Penalty: 3145.705322
	Iteration 55Q: 3 clusters Score -1854303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1854301.250000 Penalty: 3145.705322
	Iteration 56Q: 3 clusters Score -1854301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1854300.750000 Penalty: 3145.705322
	Iteration 57Q: 3 clusters Score -1854301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1854297.875000 Penalty: 3145.705322
	Iteration 58Q: 3 clusters Score -1854298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1854297.875000 Penalty: 3145.705322
	Iteration 59F: 3 clusters Score -1854298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (112111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112111 members 
Entering Unmasked Estep 
Score: -13128201.000000 Penalty: 1889.427246
	Iteration 0F: 2 clusters Score -1.31282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -13057232.000000 Penalty: 3778.854492
	Iteration 0F: 3 clusters Score -1.305723e+07 nChanged 53601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -13087983.000000 Penalty: 3778.854492
	Iteration 1F: 3 clusters Score -1.308798e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -13088398.000000 Penalty: 3778.854492
	Iteration 2Q: 3 clusters Score -1.30884e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -13088914.000000 Penalty: 3778.854492
	Iteration 3Q: 3 clusters Score -1.308891e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -13089578.000000 Penalty: 3778.854492
	Iteration 4Q: 3 clusters Score -1.308958e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -13090514.000000 Penalty: 3778.854492
	Iteration 5Q: 3 clusters Score -1.309051e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -13092155.000000 Penalty: 3778.854492
	Iteration 6Q: 3 clusters Score -1.309216e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -13095249.000000 Penalty: 3778.854492
	Iteration 7F: 3 clusters Score -1.309525e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -13100766.000000 Penalty: 3778.854492
	Iteration 8F: 3 clusters Score -1.310077e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89702 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -13108395.000000 Penalty: 3778.854492
	Iteration 9F: 3 clusters Score -1.31084e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98544 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -13115683.000000 Penalty: 3778.854492
	Iteration 10F: 3 clusters Score -1.311568e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104800 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -13121833.000000 Penalty: 3778.854492
	Iteration 11F: 3 clusters Score -1.312183e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -13124708.000000 Penalty: 3778.854492
	Iteration 12Q: 3 clusters Score -1.312471e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110565 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -13125893.000000 Penalty: 3778.854492
	Iteration 13Q: 3 clusters Score -1.312589e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111357 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -13126310.000000 Penalty: 3778.854492
	Iteration 14Q: 3 clusters Score -1.312631e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111653 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -13126451.000000 Penalty: 3778.854492
	Iteration 15Q: 3 clusters Score -1.312645e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111771 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13126524.000000 Penalty: 3778.854492
	Iteration 16Q: 3 clusters Score -1.312652e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111814 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -13126577.000000 Penalty: 3778.854492
	Iteration 17Q: 3 clusters Score -1.312658e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -13126597.000000 Penalty: 3778.854492
	Iteration 18Q: 3 clusters Score -1.31266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111853 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13126611.000000 Penalty: 3778.854492
	Iteration 19Q: 3 clusters Score -1.312661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111859 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13126616.000000 Penalty: 3778.854492
	Iteration 20F: 3 clusters Score -1.312662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111868 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13126641.000000 Penalty: 3778.854492
	Iteration 21Q: 3 clusters Score -1.312664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13126652.000000 Penalty: 3778.854492
	Iteration 22Q: 3 clusters Score -1.312665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111869 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13126664.000000 Penalty: 3778.854492
	Iteration 23Q: 3 clusters Score -1.312666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13126661.000000 Penalty: 3778.854492
	Iteration 24Q: 3 clusters Score -1.312666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111869 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13126677.000000 Penalty: 3778.854492
	Iteration 25Q: 3 clusters Score -1.312668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13126668.000000 Penalty: 3778.854492
	Iteration 26Q: 3 clusters Score -1.312667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111868 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13126672.000000 Penalty: 3778.854492
	Iteration 27Q: 3 clusters Score -1.312667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111865 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13126664.000000 Penalty: 3778.854492
	Iteration 28Q: 3 clusters Score -1.312666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13126660.000000 Penalty: 3778.854492
	Iteration 29Q: 3 clusters Score -1.312666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13126664.000000 Penalty: 3778.854492
	Iteration 30Q: 3 clusters Score -1.312666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111865 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13126662.000000 Penalty: 3778.854492
	Iteration 31Q: 3 clusters Score -1.312666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111867 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13126671.000000 Penalty: 3778.854492
	Iteration 32Q: 3 clusters Score -1.312667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111868 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13126670.000000 Penalty: 3778.854492
	Iteration 33Q: 3 clusters Score -1.312667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111869 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13126672.000000 Penalty: 3778.854492
	Iteration 34Q: 3 clusters Score -1.312667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111870 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13126673.000000 Penalty: 3778.854492
	Iteration 35Q: 3 clusters Score -1.312667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111872 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -13126676.000000 Penalty: 3778.854492
	Iteration 36Q: 3 clusters Score -1.312668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111873 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13126674.000000 Penalty: 3778.854492
	Iteration 37Q: 3 clusters Score -1.312667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111874 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13126662.000000 Penalty: 3778.854492
	Iteration 38Q: 3 clusters Score -1.312666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111874 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13126662.000000 Penalty: 3778.854492
	Iteration 39F: 3 clusters Score -1.312666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Entering Unmasked Estep 
Score: -477345.468750 Penalty: 1351.557617
	Iteration 0F: 2 clusters Score -477345.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -473919.500000 Penalty: 2703.115234
	Iteration 0F: 3 clusters Score -473919.5 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -474791.843750 Penalty: 2703.115234
	Iteration 1F: 3 clusters Score -474791.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -474946.437500 Penalty: 2703.115234
	Iteration 2F: 3 clusters Score -474946.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -475045.093750 Penalty: 2703.115234
	Iteration 3Q: 3 clusters Score -475045.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -475117.468750 Penalty: 2703.115234
	Iteration 4Q: 3 clusters Score -475117.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -475173.125000 Penalty: 2703.115234
	Iteration 5Q: 3 clusters Score -475173.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -475218.406250 Penalty: 2703.115234
	Iteration 6Q: 3 clusters Score -475218.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -475258.281250 Penalty: 2703.115234
	Iteration 7Q: 3 clusters Score -475258.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -475284.531250 Penalty: 2703.115234
	Iteration 8Q: 3 clusters Score -475284.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -475310.375000 Penalty: 2703.115234
	Iteration 9Q: 3 clusters Score -475310.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -475335.656250 Penalty: 2703.115234
	Iteration 10Q: 3 clusters Score -475335.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -475370.500000 Penalty: 2703.115234
	Iteration 11Q: 3 clusters Score -475370.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -475409.406250 Penalty: 2703.115234
	Iteration 12Q: 3 clusters Score -475409.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -475455.718750 Penalty: 2703.115234
	Iteration 13Q: 3 clusters Score -475455.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -475515.812500 Penalty: 2703.115234
	Iteration 14Q: 3 clusters Score -475515.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -475576.906250 Penalty: 2703.115234
	Iteration 15Q: 3 clusters Score -475576.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -475621.000000 Penalty: 2703.115234
	Iteration 16Q: 3 clusters Score -475621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -475667.093750 Penalty: 2703.115234
	Iteration 17Q: 3 clusters Score -475667.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -475715.000000 Penalty: 2703.115234
	Iteration 18Q: 3 clusters Score -475715 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -475768.000000 Penalty: 2703.115234
	Iteration 19Q: 3 clusters Score -475768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -475819.906250 Penalty: 2703.115234
	Iteration 20F: 3 clusters Score -475819.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -475878.968750 Penalty: 2703.115234
	Iteration 21Q: 3 clusters Score -475879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -475939.750000 Penalty: 2703.115234
	Iteration 22Q: 3 clusters Score -475939.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -475983.843750 Penalty: 2703.115234
	Iteration 23Q: 3 clusters Score -475983.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -476020.750000 Penalty: 2703.115234
	Iteration 24Q: 3 clusters Score -476020.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -476051.968750 Penalty: 2703.115234
	Iteration 25Q: 3 clusters Score -476052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -476082.500000 Penalty: 2703.115234
	Iteration 26Q: 3 clusters Score -476082.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -476114.781250 Penalty: 2703.115234
	Iteration 27Q: 3 clusters Score -476114.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -476148.406250 Penalty: 2703.115234
	Iteration 28Q: 3 clusters Score -476148.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -476169.281250 Penalty: 2703.115234
	Iteration 29Q: 3 clusters Score -476169.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -476181.156250 Penalty: 2703.115234
	Iteration 30Q: 3 clusters Score -476181.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -476193.062500 Penalty: 2703.115234
	Iteration 31Q: 3 clusters Score -476193.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -476207.312500 Penalty: 2703.115234
	Iteration 32Q: 3 clusters Score -476207.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -476216.000000 Penalty: 2703.115234
	Iteration 33Q: 3 clusters Score -476216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -476223.781250 Penalty: 2703.115234
	Iteration 34Q: 3 clusters Score -476223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -476228.562500 Penalty: 2703.115234
	Iteration 35Q: 3 clusters Score -476228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -476230.312500 Penalty: 2703.115234
	Iteration 36Q: 3 clusters Score -476230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -476231.468750 Penalty: 2703.115234
	Iteration 37Q: 3 clusters Score -476231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -476233.437500 Penalty: 2703.115234
	Iteration 38Q: 3 clusters Score -476233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -476233.562500 Penalty: 2703.115234
	Iteration 39Q: 3 clusters Score -476233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -476233.562500 Penalty: 2703.115234
	Iteration 40F: 3 clusters Score -476233.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Entering Unmasked Estep 
Score: -4021028.000000 Penalty: 1698.527222
	Iteration 0F: 2 clusters Score -4021028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3997767.250000 Penalty: 3397.054443
	Iteration 0F: 3 clusters Score -3997767 nChanged 16040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4006690.000000 Penalty: 3397.054443
	Iteration 1F: 3 clusters Score -4006690 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4007097.750000 Penalty: 3397.054443
	Iteration 2Q: 3 clusters Score -4007098 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4007423.000000 Penalty: 3397.054443
	Iteration 3Q: 3 clusters Score -4007423 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4007722.000000 Penalty: 3397.054443
	Iteration 4Q: 3 clusters Score -4007722 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4008055.250000 Penalty: 3397.054443
	Iteration 5Q: 3 clusters Score -4008055 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -4008404.250000 Penalty: 3397.054443
	Iteration 6Q: 3 clusters Score -4008404 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -4008806.750000 Penalty: 3397.054443
	Iteration 7Q: 3 clusters Score -4008807 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4009319.750000 Penalty: 3397.054443
	Iteration 8Q: 3 clusters Score -4009320 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -4009996.500000 Penalty: 3397.054443
	Iteration 9Q: 3 clusters Score -4009996 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4010898.750000 Penalty: 3397.054443
	Iteration 10Q: 3 clusters Score -4010899 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4012151.250000 Penalty: 3397.054443
	Iteration 11F: 3 clusters Score -4012151 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -4013500.000000 Penalty: 3397.054443
	Iteration 12F: 3 clusters Score -4013500 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -4014425.750000 Penalty: 3397.054443
	Iteration 13Q: 3 clusters Score -4014426 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 87Q: 3 clusters Score -4019430 nChanged 9
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	Iteration 100F: 3 clusters Score -4019463 nChanged 1
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	Iteration 105Q: 3 clusters Score -4019475 nChanged 5
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	Iteration 106Q: 3 clusters Score -4019475 nChanged 2
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Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4019472.500000 Penalty: 3397.054443
	Iteration 107Q: 3 clusters Score -4019472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4019474.750000 Penalty: 3397.054443
	Iteration 108Q: 3 clusters Score -4019475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4019474.750000 Penalty: 3397.054443
	Iteration 109F: 3 clusters Score -4019475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -421119.625000 Penalty: 1329.892822
	Iteration 0F: 2 clusters Score -421119.6 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 1751 members 
Entering Unmasked Estep 
Score: -418041.968750 Penalty: 2659.785645
	Iteration 0F: 3 clusters Score -418042 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -418772.843750 Penalty: 2659.785645
	Iteration 1F: 3 clusters Score -418772.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -418882.718750 Penalty: 2659.785645
	Iteration 2F: 3 clusters Score -418882.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -418964.500000 Penalty: 2659.785645
	Iteration 3Q: 3 clusters Score -418964.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -419024.593750 Penalty: 2659.785645
	Iteration 4Q: 3 clusters Score -419024.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -419068.562500 Penalty: 2659.785645
	Iteration 5Q: 3 clusters Score -419068.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -419105.062500 Penalty: 2659.785645
	Iteration 6Q: 3 clusters Score -419105.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -419142.500000 Penalty: 2659.785645
	Iteration 7Q: 3 clusters Score -419142.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -419191.125000 Penalty: 2659.785645
	Iteration 8Q: 3 clusters Score -419191.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -419230.437500 Penalty: 2659.785645
	Iteration 9Q: 3 clusters Score -419230.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -419272.437500 Penalty: 2659.785645
	Iteration 10Q: 3 clusters Score -419272.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -419326.281250 Penalty: 2659.785645
	Iteration 11Q: 3 clusters Score -419326.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -419382.718750 Penalty: 2659.785645
	Iteration 12Q: 3 clusters Score -419382.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -419453.093750 Penalty: 2659.785645
	Iteration 13Q: 3 clusters Score -419453.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -419521.343750 Penalty: 2659.785645
	Iteration 14Q: 3 clusters Score -419521.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -419589.718750 Penalty: 2659.785645
	Iteration 15Q: 3 clusters Score -419589.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -419639.593750 Penalty: 2659.785645
	Iteration 16Q: 3 clusters Score -419639.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -419678.437500 Penalty: 2659.785645
	Iteration 17Q: 3 clusters Score -419678.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -419721.343750 Penalty: 2659.785645
	Iteration 18Q: 3 clusters Score -419721.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -419756.250000 Penalty: 2659.785645
	Iteration 19Q: 3 clusters Score -419756.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -419792.500000 Penalty: 2659.785645
	Iteration 20F: 3 clusters Score -419792.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -419823.093750 Penalty: 2659.785645
	Iteration 21Q: 3 clusters Score -419823.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -419855.187500 Penalty: 2659.785645
	Iteration 22Q: 3 clusters Score -419855.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -419889.031250 Penalty: 2659.785645
	Iteration 23Q: 3 clusters Score -419889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -419932.406250 Penalty: 2659.785645
	Iteration 24Q: 3 clusters Score -419932.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -419982.937500 Penalty: 2659.785645
	Iteration 25Q: 3 clusters Score -419982.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -420022.125000 Penalty: 2659.785645
	Iteration 26Q: 3 clusters Score -420022.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -420048.500000 Penalty: 2659.785645
	Iteration 27Q: 3 clusters Score -420048.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -420064.343750 Penalty: 2659.785645
	Iteration 28Q: 3 clusters Score -420064.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -420073.718750 Penalty: 2659.785645
	Iteration 29Q: 3 clusters Score -420073.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -420076.156250 Penalty: 2659.785645
	Iteration 30Q: 3 clusters Score -420076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -420081.468750 Penalty: 2659.785645
	Iteration 31Q: 3 clusters Score -420081.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -420091.718750 Penalty: 2659.785645
	Iteration 32Q: 3 clusters Score -420091.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -420099.937500 Penalty: 2659.785645
	Iteration 33Q: 3 clusters Score -420099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -420110.625000 Penalty: 2659.785645
	Iteration 34Q: 3 clusters Score -420110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -420115.187500 Penalty: 2659.785645
	Iteration 35Q: 3 clusters Score -420115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -420118.937500 Penalty: 2659.785645
	Iteration 36Q: 3 clusters Score -420118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -420121.218750 Penalty: 2659.785645
	Iteration 37Q: 3 clusters Score -420121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -420122.656250 Penalty: 2659.785645
	Iteration 38Q: 3 clusters Score -420122.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -420124.812500 Penalty: 2659.785645
	Iteration 39Q: 3 clusters Score -420124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -420126.625000 Penalty: 2659.785645
	Iteration 40F: 3 clusters Score -420126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -420126.781250 Penalty: 2659.785645
	Iteration 41Q: 3 clusters Score -420126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -420128.625000 Penalty: 2659.785645
	Iteration 42Q: 3 clusters Score -420128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -420133.656250 Penalty: 2659.785645
	Iteration 43Q: 3 clusters Score -420133.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -420137.250000 Penalty: 2659.785645
	Iteration 44Q: 3 clusters Score -420137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -420142.062500 Penalty: 2659.785645
	Iteration 45Q: 3 clusters Score -420142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -420145.312500 Penalty: 2659.785645
	Iteration 46Q: 3 clusters Score -420145.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -420147.375000 Penalty: 2659.785645
	Iteration 47Q: 3 clusters Score -420147.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -420148.812500 Penalty: 2659.785645
	Iteration 48Q: 3 clusters Score -420148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -420150.312500 Penalty: 2659.785645
	Iteration 49Q: 3 clusters Score -420150.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -420150.312500 Penalty: 2659.785645
	Iteration 50F: 3 clusters Score -420150.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Entering Unmasked Estep 
Score: -619815.375000 Penalty: 1404.507080
	Iteration 0F: 2 clusters Score -619815.4 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 2822 members 
Entering Unmasked Estep 
Score: -615412.500000 Penalty: 2809.014160
	Iteration 0F: 3 clusters Score -615412.5 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -616830.562500 Penalty: 2809.014160
	Iteration 1F: 3 clusters Score -616830.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -617163.875000 Penalty: 2809.014160
	Iteration 2F: 3 clusters Score -617163.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -617446.500000 Penalty: 2809.014160
	Iteration 3F: 3 clusters Score -617446.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -617705.000000 Penalty: 2809.014160
	Iteration 4F: 3 clusters Score -617705 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -617988.812500 Penalty: 2809.014160
	Iteration 5F: 3 clusters Score -617988.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -618278.437500 Penalty: 2809.014160
	Iteration 6F: 3 clusters Score -618278.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -618560.937500 Penalty: 2809.014160
	Iteration 7F: 3 clusters Score -618560.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -618766.562500 Penalty: 2809.014160
	Iteration 8Q: 3 clusters Score -618766.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -618890.937500 Penalty: 2809.014160
	Iteration 9Q: 3 clusters Score -618890.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -618963.437500 Penalty: 2809.014160
	Iteration 10Q: 3 clusters Score -618963.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -619030.000000 Penalty: 2809.014160
	Iteration 11Q: 3 clusters Score -619030 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -619095.250000 Penalty: 2809.014160
	Iteration 12Q: 3 clusters Score -619095.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -619142.375000 Penalty: 2809.014160
	Iteration 13Q: 3 clusters Score -619142.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -619175.562500 Penalty: 2809.014160
	Iteration 14Q: 3 clusters Score -619175.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -619202.187500 Penalty: 2809.014160
	Iteration 15Q: 3 clusters Score -619202.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -619237.125000 Penalty: 2809.014160
	Iteration 16Q: 3 clusters Score -619237.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -619260.062500 Penalty: 2809.014160
	Iteration 17Q: 3 clusters Score -619260.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -619272.062500 Penalty: 2809.014160
	Iteration 18Q: 3 clusters Score -619272.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -619277.250000 Penalty: 2809.014160
	Iteration 19Q: 3 clusters Score -619277.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -619284.625000 Penalty: 2809.014160
	Iteration 20F: 3 clusters Score -619284.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -619287.375000 Penalty: 2809.014160
	Iteration 21Q: 3 clusters Score -619287.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -619294.625000 Penalty: 2809.014160
	Iteration 22Q: 3 clusters Score -619294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -619302.375000 Penalty: 2809.014160
	Iteration 23Q: 3 clusters Score -619302.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -619305.750000 Penalty: 2809.014160
	Iteration 24Q: 3 clusters Score -619305.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -619308.625000 Penalty: 2809.014160
	Iteration 25Q: 3 clusters Score -619308.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -619314.562500 Penalty: 2809.014160
	Iteration 26Q: 3 clusters Score -619314.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -619314.875000 Penalty: 2809.014160
	Iteration 27Q: 3 clusters Score -619314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -619317.000000 Penalty: 2809.014160
	Iteration 28Q: 3 clusters Score -619317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -619318.187500 Penalty: 2809.014160
	Iteration 29Q: 3 clusters Score -619318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -619318.187500 Penalty: 2809.014160
	Iteration 30F: 3 clusters Score -619318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -13958.792969 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -13958.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13344.753906 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -13344.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13424.048828 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -13424.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13438.173828 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -13438.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13441.711914 Penalty: 1649.431519
	Iteration 3Q: 3 clusters Score -13441.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13447.970703 Penalty: 1649.431519
	Iteration 4Q: 3 clusters Score -13447.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13454.487305 Penalty: 1649.431519
	Iteration 5Q: 3 clusters Score -13454.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13454.487305 Penalty: 1649.431519
	Iteration 6F: 3 clusters Score -13454.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Entering Unmasked Estep 
Score: -10383490.000000 Penalty: 1851.942871
	Iteration 0F: 2 clusters Score -1.038349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -10325202.000000 Penalty: 3703.885742
	Iteration 0F: 3 clusters Score -1.03252e+07 nChanged 42458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -10349526.000000 Penalty: 3703.885742
	Iteration 1F: 3 clusters Score -1.034953e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -10350305.000000 Penalty: 3703.885742
	Iteration 2Q: 3 clusters Score -1.03503e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -10351368.000000 Penalty: 3703.885742
	Iteration 3Q: 3 clusters Score -1.035137e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -10353067.000000 Penalty: 3703.885742
	Iteration 4Q: 3 clusters Score -1.035307e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -10355678.000000 Penalty: 3703.885742
	Iteration 5Q: 3 clusters Score -1.035568e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -10359160.000000 Penalty: 3703.885742
	Iteration 6F: 3 clusters Score -1.035916e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -10363554.000000 Penalty: 3703.885742
	Iteration 7F: 3 clusters Score -1.036355e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -10368036.000000 Penalty: 3703.885742
	Iteration 8F: 3 clusters Score -1.036804e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -10371585.000000 Penalty: 3703.885742
	Iteration 9F: 3 clusters Score -1.037158e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -10373371.000000 Penalty: 3703.885742
	Iteration 10Q: 3 clusters Score -1.037337e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -10373992.000000 Penalty: 3703.885742
	Iteration 11Q: 3 clusters Score -1.037399e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -10374249.000000 Penalty: 3703.885742
	Iteration 12Q: 3 clusters Score -1.037425e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -10374354.000000 Penalty: 3703.885742
	Iteration 13Q: 3 clusters Score -1.037435e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -10374499.000000 Penalty: 3703.885742
	Iteration 14Q: 3 clusters Score -1.03745e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -10374621.000000 Penalty: 3703.885742
	Iteration 15Q: 3 clusters Score -1.037462e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -10374744.000000 Penalty: 3703.885742
	Iteration 16Q: 3 clusters Score -1.037474e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -10374807.000000 Penalty: 3703.885742
	Iteration 17Q: 3 clusters Score -1.037481e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -10374854.000000 Penalty: 3703.885742
	Iteration 18Q: 3 clusters Score -1.037485e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -10374946.000000 Penalty: 3703.885742
	Iteration 19Q: 3 clusters Score -1.037495e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -10375078.000000 Penalty: 3703.885742
	Iteration 20F: 3 clusters Score -1.037508e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -10375112.000000 Penalty: 3703.885742
	Iteration 21Q: 3 clusters Score -1.037511e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -10375195.000000 Penalty: 3703.885742
	Iteration 22Q: 3 clusters Score -1.03752e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -10375227.000000 Penalty: 3703.885742
	Iteration 23Q: 3 clusters Score -1.037523e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -10375272.000000 Penalty: 3703.885742
	Iteration 24Q: 3 clusters Score -1.037527e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -10375343.000000 Penalty: 3703.885742
	Iteration 25Q: 3 clusters Score -1.037534e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -10375358.000000 Penalty: 3703.885742
	Iteration 26Q: 3 clusters Score -1.037536e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -10375387.000000 Penalty: 3703.885742
	Iteration 27Q: 3 clusters Score -1.037539e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -10375428.000000 Penalty: 3703.885742
	Iteration 28Q: 3 clusters Score -1.037543e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 58978 members 
Entering Unmasked Estep 
Score: -10375467.000000 Penalty: 3703.885742
	Iteration 29Q: 3 clusters Score -1.037547e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -10375548.000000 Penalty: 3703.885742
	Iteration 30Q: 3 clusters Score -1.037555e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -10375580.000000 Penalty: 3703.885742
	Iteration 31Q: 3 clusters Score -1.037558e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 60150 members 
Entering Unmasked Estep 
Score: -10375619.000000 Penalty: 3703.885742
	Iteration 32Q: 3 clusters Score -1.037562e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -10375708.000000 Penalty: 3703.885742
	Iteration 33Q: 3 clusters Score -1.037571e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -10375720.000000 Penalty: 3703.885742
	Iteration 34Q: 3 clusters Score -1.037572e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -10375767.000000 Penalty: 3703.885742
	Iteration 35Q: 3 clusters Score -1.037577e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -10375826.000000 Penalty: 3703.885742
	Iteration 36Q: 3 clusters Score -1.037583e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -10375898.000000 Penalty: 3703.885742
	Iteration 37Q: 3 clusters Score -1.03759e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -10375932.000000 Penalty: 3703.885742
	Iteration 38Q: 3 clusters Score -1.037593e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -10375993.000000 Penalty: 3703.885742
	Iteration 39Q: 3 clusters Score -1.037599e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -10376032.000000 Penalty: 3703.885742
	Iteration 40F: 3 clusters Score -1.037603e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -10376054.000000 Penalty: 3703.885742
	Iteration 41Q: 3 clusters Score -1.037605e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -10376079.000000 Penalty: 3703.885742
	Iteration 42Q: 3 clusters Score -1.037608e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -10376092.000000 Penalty: 3703.885742
	Iteration 43Q: 3 clusters Score -1.037609e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -10376132.000000 Penalty: 3703.885742
	Iteration 44Q: 3 clusters Score -1.037613e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -10376154.000000 Penalty: 3703.885742
	Iteration 45Q: 3 clusters Score -1.037615e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -10376170.000000 Penalty: 3703.885742
	Iteration 46Q: 3 clusters Score -1.037617e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -10376245.000000 Penalty: 3703.885742
	Iteration 47Q: 3 clusters Score -1.037624e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -10376288.000000 Penalty: 3703.885742
	Iteration 48Q: 3 clusters Score -1.037629e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -10376355.000000 Penalty: 3703.885742
	Iteration 49Q: 3 clusters Score -1.037636e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -10376387.000000 Penalty: 3703.885742
	Iteration 50Q: 3 clusters Score -1.037639e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 67598 members 
Entering Unmasked Estep 
Score: -10376407.000000 Penalty: 3703.885742
	Iteration 51Q: 3 clusters Score -1.037641e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -10376495.000000 Penalty: 3703.885742
	Iteration 52Q: 3 clusters Score -1.03765e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -10376584.000000 Penalty: 3703.885742
	Iteration 53Q: 3 clusters Score -1.037658e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -10376643.000000 Penalty: 3703.885742
	Iteration 54Q: 3 clusters Score -1.037664e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -10376720.000000 Penalty: 3703.885742
	Iteration 55Q: 3 clusters Score -1.037672e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -10376780.000000 Penalty: 3703.885742
	Iteration 56Q: 3 clusters Score -1.037678e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -10376887.000000 Penalty: 3703.885742
	Iteration 57Q: 3 clusters Score -1.037689e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -10376928.000000 Penalty: 3703.885742
	Iteration 58Q: 3 clusters Score -1.037693e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -10377032.000000 Penalty: 3703.885742
	Iteration 59Q: 3 clusters Score -1.037703e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 72450 members 
Entering Unmasked Estep 
Score: -10377151.000000 Penalty: 3703.885742
	Iteration 60F: 3 clusters Score -1.037715e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -10377303.000000 Penalty: 3703.885742
	Iteration 61Q: 3 clusters Score -1.03773e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 73760 members 
Entering Unmasked Estep 
Score: -10377403.000000 Penalty: 3703.885742
	Iteration 62Q: 3 clusters Score -1.03774e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 74477 members 
Entering Unmasked Estep 
Score: -10377576.000000 Penalty: 3703.885742
	Iteration 63Q: 3 clusters Score -1.037758e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -10377778.000000 Penalty: 3703.885742
	Iteration 64Q: 3 clusters Score -1.037778e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -10377947.000000 Penalty: 3703.885742
	Iteration 65Q: 3 clusters Score -1.037795e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 76737 members 
Entering Unmasked Estep 
Score: -10378172.000000 Penalty: 3703.885742
	Iteration 66Q: 3 clusters Score -1.037817e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -10378332.000000 Penalty: 3703.885742
	Iteration 67Q: 3 clusters Score -1.037833e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -10378539.000000 Penalty: 3703.885742
	Iteration 68Q: 3 clusters Score -1.037854e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -10378719.000000 Penalty: 3703.885742
	Iteration 69Q: 3 clusters Score -1.037872e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -10378995.000000 Penalty: 3703.885742
	Iteration 70Q: 3 clusters Score -1.0379e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -10379238.000000 Penalty: 3703.885742
	Iteration 71Q: 3 clusters Score -1.037924e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 81184 members 
Entering Unmasked Estep 
Score: -10379453.000000 Penalty: 3703.885742
	Iteration 72Q: 3 clusters Score -1.037945e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 81845 members 
Entering Unmasked Estep 
Score: -10379710.000000 Penalty: 3703.885742
	Iteration 73Q: 3 clusters Score -1.037971e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -10379954.000000 Penalty: 3703.885742
	Iteration 74Q: 3 clusters Score -1.037995e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -10380129.000000 Penalty: 3703.885742
	Iteration 75Q: 3 clusters Score -1.038013e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -10380268.000000 Penalty: 3703.885742
	Iteration 76Q: 3 clusters Score -1.038027e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 83895 members 
Entering Unmasked Estep 
Score: -10380430.000000 Penalty: 3703.885742
	Iteration 77Q: 3 clusters Score -1.038043e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -10380543.000000 Penalty: 3703.885742
	Iteration 78Q: 3 clusters Score -1.038054e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -10380642.000000 Penalty: 3703.885742
	Iteration 79Q: 3 clusters Score -1.038064e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -10380744.000000 Penalty: 3703.885742
	Iteration 80F: 3 clusters Score -1.038074e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -10380849.000000 Penalty: 3703.885742
	Iteration 81Q: 3 clusters Score -1.038085e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 85631 members 
Entering Unmasked Estep 
Score: -10380903.000000 Penalty: 3703.885742
	Iteration 82Q: 3 clusters Score -1.03809e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -10380986.000000 Penalty: 3703.885742
	Iteration 83Q: 3 clusters Score -1.038099e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -10381048.000000 Penalty: 3703.885742
	Iteration 84Q: 3 clusters Score -1.038105e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -10381096.000000 Penalty: 3703.885742
	Iteration 85Q: 3 clusters Score -1.03811e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -10381191.000000 Penalty: 3703.885742
	Iteration 86Q: 3 clusters Score -1.038119e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -10381257.000000 Penalty: 3703.885742
	Iteration 87Q: 3 clusters Score -1.038126e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -10381285.000000 Penalty: 3703.885742
	Iteration 88Q: 3 clusters Score -1.038128e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -10381334.000000 Penalty: 3703.885742
	Iteration 89Q: 3 clusters Score -1.038133e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 86994 members 
Entering Unmasked Estep 
Score: -10381386.000000 Penalty: 3703.885742
	Iteration 90Q: 3 clusters Score -1.038139e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 87113 members 
Entering Unmasked Estep 
Score: -10381448.000000 Penalty: 3703.885742
	Iteration 91Q: 3 clusters Score -1.038145e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 87209 members 
Entering Unmasked Estep 
Score: -10381495.000000 Penalty: 3703.885742
	Iteration 92Q: 3 clusters Score -1.03815e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -10381522.000000 Penalty: 3703.885742
	Iteration 93Q: 3 clusters Score -1.038152e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 87366 members 
Entering Unmasked Estep 
Score: -10381531.000000 Penalty: 3703.885742
	Iteration 94Q: 3 clusters Score -1.038153e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
Score: -10381573.000000 Penalty: 3703.885742
	Iteration 95Q: 3 clusters Score -1.038157e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -10381595.000000 Penalty: 3703.885742
	Iteration 96Q: 3 clusters Score -1.03816e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -10381607.000000 Penalty: 3703.885742
	Iteration 97Q: 3 clusters Score -1.038161e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -10381632.000000 Penalty: 3703.885742
	Iteration 98Q: 3 clusters Score -1.038163e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 87660 members 
Entering Unmasked Estep 
Score: -10381673.000000 Penalty: 3703.885742
	Iteration 99Q: 3 clusters Score -1.038167e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -10381685.000000 Penalty: 3703.885742
	Iteration 100F: 3 clusters Score -1.038168e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -10381717.000000 Penalty: 3703.885742
	Iteration 101Q: 3 clusters Score -1.038172e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -10381737.000000 Penalty: 3703.885742
	Iteration 102Q: 3 clusters Score -1.038174e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -10381745.000000 Penalty: 3703.885742
	Iteration 103Q: 3 clusters Score -1.038174e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 87832 members 
Entering Unmasked Estep 
Score: -10381768.000000 Penalty: 3703.885742
	Iteration 104Q: 3 clusters Score -1.038177e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 87857 members 
Entering Unmasked Estep 
Score: -10381786.000000 Penalty: 3703.885742
	Iteration 105Q: 3 clusters Score -1.038179e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -10381798.000000 Penalty: 3703.885742
	Iteration 106Q: 3 clusters Score -1.03818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -10381829.000000 Penalty: 3703.885742
	Iteration 107Q: 3 clusters Score -1.038183e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 87918 members 
Entering Unmasked Estep 
Score: -10381847.000000 Penalty: 3703.885742
	Iteration 108Q: 3 clusters Score -1.038185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -10381858.000000 Penalty: 3703.885742
	Iteration 109Q: 3 clusters Score -1.038186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -10381859.000000 Penalty: 3703.885742
	Iteration 110Q: 3 clusters Score -1.038186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -10381859.000000 Penalty: 3703.885742
	Iteration 111Q: 3 clusters Score -1.038186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 87969 members 
Entering Unmasked Estep 
Score: -10381862.000000 Penalty: 3703.885742
	Iteration 112Q: 3 clusters Score -1.038186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -10381871.000000 Penalty: 3703.885742
	Iteration 113Q: 3 clusters Score -1.038187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -10381869.000000 Penalty: 3703.885742
	Iteration 114Q: 3 clusters Score -1.038187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -10381865.000000 Penalty: 3703.885742
	Iteration 115Q: 3 clusters Score -1.038186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -10381880.000000 Penalty: 3703.885742
	Iteration 116Q: 3 clusters Score -1.038188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -10381883.000000 Penalty: 3703.885742
	Iteration 117Q: 3 clusters Score -1.038188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 87997 members 
Entering Unmasked Estep 
Score: -10381891.000000 Penalty: 3703.885742
	Iteration 118Q: 3 clusters Score -1.038189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 88000 members 
Entering Unmasked Estep 
Score: -10381890.000000 Penalty: 3703.885742
	Iteration 119Q: 3 clusters Score -1.038189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -10381888.000000 Penalty: 3703.885742
	Iteration 120F: 3 clusters Score -1.038189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -10381892.000000 Penalty: 3703.885742
	Iteration 121Q: 3 clusters Score -1.038189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -10381896.000000 Penalty: 3703.885742
	Iteration 122Q: 3 clusters Score -1.03819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 88020 members 
Entering Unmasked Estep 
Score: -10381897.000000 Penalty: 3703.885742
	Iteration 123Q: 3 clusters Score -1.03819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -10381895.000000 Penalty: 3703.885742
	Iteration 124Q: 3 clusters Score -1.03819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -10381904.000000 Penalty: 3703.885742
	Iteration 125Q: 3 clusters Score -1.03819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -10381913.000000 Penalty: 3703.885742
	Iteration 126Q: 3 clusters Score -1.038191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -10381910.000000 Penalty: 3703.885742
	Iteration 127Q: 3 clusters Score -1.038191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 88052 members 
Entering Unmasked Estep 
Score: -10381910.000000 Penalty: 3703.885742
	Iteration 128Q: 3 clusters Score -1.038191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -10381917.000000 Penalty: 3703.885742
	Iteration 129Q: 3 clusters Score -1.038192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -10381917.000000 Penalty: 3703.885742
	Iteration 130Q: 3 clusters Score -1.038192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -10381936.000000 Penalty: 3703.885742
	Iteration 131Q: 3 clusters Score -1.038194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -10381939.000000 Penalty: 3703.885742
	Iteration 132Q: 3 clusters Score -1.038194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -10381954.000000 Penalty: 3703.885742
	Iteration 133Q: 3 clusters Score -1.038195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -10381961.000000 Penalty: 3703.885742
	Iteration 134Q: 3 clusters Score -1.038196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -10381961.000000 Penalty: 3703.885742
	Iteration 135Q: 3 clusters Score -1.038196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -10381966.000000 Penalty: 3703.885742
	Iteration 136Q: 3 clusters Score -1.038197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -10381969.000000 Penalty: 3703.885742
	Iteration 137Q: 3 clusters Score -1.038197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -10381976.000000 Penalty: 3703.885742
	Iteration 138Q: 3 clusters Score -1.038198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -10381984.000000 Penalty: 3703.885742
	Iteration 139Q: 3 clusters Score -1.038198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -10381979.000000 Penalty: 3703.885742
	Iteration 140F: 3 clusters Score -1.038198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -10381985.000000 Penalty: 3703.885742
	Iteration 141Q: 3 clusters Score -1.038198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -10381991.000000 Penalty: 3703.885742
	Iteration 142Q: 3 clusters Score -1.038199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -10381991.000000 Penalty: 3703.885742
	Iteration 143Q: 3 clusters Score -1.038199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -10381990.000000 Penalty: 3703.885742
	Iteration 144Q: 3 clusters Score -1.038199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -10381991.000000 Penalty: 3703.885742
	Iteration 145Q: 3 clusters Score -1.038199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -10382000.000000 Penalty: 3703.885742
	Iteration 146Q: 3 clusters Score -1.0382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -10381993.000000 Penalty: 3703.885742
	Iteration 147Q: 3 clusters Score -1.038199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -10381994.000000 Penalty: 3703.885742
	Iteration 148Q: 3 clusters Score -1.038199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -10381987.000000 Penalty: 3703.885742
	Iteration 149Q: 3 clusters Score -1.038199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -10381991.000000 Penalty: 3703.885742
	Iteration 150Q: 3 clusters Score -1.038199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -10381988.000000 Penalty: 3703.885742
	Iteration 151Q: 3 clusters Score -1.038199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -10381999.000000 Penalty: 3703.885742
	Iteration 152Q: 3 clusters Score -1.0382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -10381999.000000 Penalty: 3703.885742
	Iteration 153Q: 3 clusters Score -1.0382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 88175 members 
Entering Unmasked Estep 
Score: -10381999.000000 Penalty: 3703.885742
	Iteration 154F: 3 clusters Score -1.0382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -272648.093750 Penalty: 1267.059814
	Iteration 0F: 2 clusters Score -272648.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -270225.250000 Penalty: 2534.119629
	Iteration 0F: 3 clusters Score -270225.2 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -270796.218750 Penalty: 2534.119629
	Iteration 1F: 3 clusters Score -270796.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -270937.656250 Penalty: 2534.119629
	Iteration 2F: 3 clusters Score -270937.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -271016.718750 Penalty: 2534.119629
	Iteration 3Q: 3 clusters Score -271016.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -271060.468750 Penalty: 2534.119629
	Iteration 4Q: 3 clusters Score -271060.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -271087.843750 Penalty: 2534.119629
	Iteration 5Q: 3 clusters Score -271087.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -271108.812500 Penalty: 2534.119629
	Iteration 6Q: 3 clusters Score -271108.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -271125.093750 Penalty: 2534.119629
	Iteration 7Q: 3 clusters Score -271125.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -271138.625000 Penalty: 2534.119629
	Iteration 8Q: 3 clusters Score -271138.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -271149.250000 Penalty: 2534.119629
	Iteration 9Q: 3 clusters Score -271149.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -271163.000000 Penalty: 2534.119629
	Iteration 10Q: 3 clusters Score -271163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -271178.250000 Penalty: 2534.119629
	Iteration 11Q: 3 clusters Score -271178.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -271193.968750 Penalty: 2534.119629
	Iteration 12Q: 3 clusters Score -271194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -271209.781250 Penalty: 2534.119629
	Iteration 13Q: 3 clusters Score -271209.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -271223.312500 Penalty: 2534.119629
	Iteration 14Q: 3 clusters Score -271223.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -271233.625000 Penalty: 2534.119629
	Iteration 15Q: 3 clusters Score -271233.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -271243.500000 Penalty: 2534.119629
	Iteration 16Q: 3 clusters Score -271243.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -271249.687500 Penalty: 2534.119629
	Iteration 17Q: 3 clusters Score -271249.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -271253.562500 Penalty: 2534.119629
	Iteration 18Q: 3 clusters Score -271253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -271257.906250 Penalty: 2534.119629
	Iteration 19Q: 3 clusters Score -271257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -271260.531250 Penalty: 2534.119629
	Iteration 20F: 3 clusters Score -271260.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -271264.156250 Penalty: 2534.119629
	Iteration 21Q: 3 clusters Score -271264.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -271267.593750 Penalty: 2534.119629
	Iteration 22Q: 3 clusters Score -271267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -271268.031250 Penalty: 2534.119629
	Iteration 23Q: 3 clusters Score -271268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -271269.718750 Penalty: 2534.119629
	Iteration 24Q: 3 clusters Score -271269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -271270.093750 Penalty: 2534.119629
	Iteration 25Q: 3 clusters Score -271270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -271270.093750 Penalty: 2534.119629
	Iteration 26F: 3 clusters Score -271270.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -426551.656250 Penalty: 1334.542358
	Iteration 0F: 2 clusters Score -426551.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -423434.593750 Penalty: 2669.084717
	Iteration 0F: 3 clusters Score -423434.6 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -424246.875000 Penalty: 2669.084717
	Iteration 1F: 3 clusters Score -424246.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -424392.187500 Penalty: 2669.084717
	Iteration 2F: 3 clusters Score -424392.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -424486.593750 Penalty: 2669.084717
	Iteration 3Q: 3 clusters Score -424486.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -424566.843750 Penalty: 2669.084717
	Iteration 4Q: 3 clusters Score -424566.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -424641.031250 Penalty: 2669.084717
	Iteration 5Q: 3 clusters Score -424641 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -424718.406250 Penalty: 2669.084717
	Iteration 6Q: 3 clusters Score -424718.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -424784.750000 Penalty: 2669.084717
	Iteration 7Q: 3 clusters Score -424784.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -424849.968750 Penalty: 2669.084717
	Iteration 8Q: 3 clusters Score -424850 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -424916.031250 Penalty: 2669.084717
	Iteration 9Q: 3 clusters Score -424916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -424973.437500 Penalty: 2669.084717
	Iteration 10Q: 3 clusters Score -424973.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -425009.000000 Penalty: 2669.084717
	Iteration 11Q: 3 clusters Score -425009 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -425034.750000 Penalty: 2669.084717
	Iteration 12Q: 3 clusters Score -425034.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -425050.718750 Penalty: 2669.084717
	Iteration 13Q: 3 clusters Score -425050.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -425063.156250 Penalty: 2669.084717
	Iteration 14Q: 3 clusters Score -425063.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -425077.843750 Penalty: 2669.084717
	Iteration 15Q: 3 clusters Score -425077.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -425089.906250 Penalty: 2669.084717
	Iteration 16Q: 3 clusters Score -425089.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -425096.843750 Penalty: 2669.084717
	Iteration 17Q: 3 clusters Score -425096.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -425102.031250 Penalty: 2669.084717
	Iteration 18Q: 3 clusters Score -425102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -425110.093750 Penalty: 2669.084717
	Iteration 19Q: 3 clusters Score -425110.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -425115.875000 Penalty: 2669.084717
	Iteration 20F: 3 clusters Score -425115.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -425122.000000 Penalty: 2669.084717
	Iteration 21Q: 3 clusters Score -425122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -425127.937500 Penalty: 2669.084717
	Iteration 22Q: 3 clusters Score -425127.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -425135.312500 Penalty: 2669.084717
	Iteration 23Q: 3 clusters Score -425135.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -425140.031250 Penalty: 2669.084717
	Iteration 24Q: 3 clusters Score -425140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -425148.406250 Penalty: 2669.084717
	Iteration 25Q: 3 clusters Score -425148.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -425161.406250 Penalty: 2669.084717
	Iteration 26Q: 3 clusters Score -425161.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -425170.937500 Penalty: 2669.084717
	Iteration 27Q: 3 clusters Score -425170.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -425186.750000 Penalty: 2669.084717
	Iteration 28Q: 3 clusters Score -425186.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -425199.875000 Penalty: 2669.084717
	Iteration 29Q: 3 clusters Score -425199.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -425214.156250 Penalty: 2669.084717
	Iteration 30Q: 3 clusters Score -425214.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -425229.906250 Penalty: 2669.084717
	Iteration 31Q: 3 clusters Score -425229.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -425249.218750 Penalty: 2669.084717
	Iteration 32Q: 3 clusters Score -425249.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -425268.062500 Penalty: 2669.084717
	Iteration 33Q: 3 clusters Score -425268.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -425286.593750 Penalty: 2669.084717
	Iteration 34Q: 3 clusters Score -425286.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -425302.812500 Penalty: 2669.084717
	Iteration 35Q: 3 clusters Score -425302.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -425324.968750 Penalty: 2669.084717
	Iteration 36Q: 3 clusters Score -425325 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -425349.812500 Penalty: 2669.084717
	Iteration 37Q: 3 clusters Score -425349.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -425384.406250 Penalty: 2669.084717
	Iteration 38Q: 3 clusters Score -425384.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -425421.593750 Penalty: 2669.084717
	Iteration 39Q: 3 clusters Score -425421.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -425456.375000 Penalty: 2669.084717
	Iteration 40F: 3 clusters Score -425456.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -425484.656250 Penalty: 2669.084717
	Iteration 41Q: 3 clusters Score -425484.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -425513.031250 Penalty: 2669.084717
	Iteration 42Q: 3 clusters Score -425513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -425538.937500 Penalty: 2669.084717
	Iteration 43Q: 3 clusters Score -425538.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -425561.500000 Penalty: 2669.084717
	Iteration 44Q: 3 clusters Score -425561.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -425582.718750 Penalty: 2669.084717
	Iteration 45Q: 3 clusters Score -425582.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -425606.031250 Penalty: 2669.084717
	Iteration 46Q: 3 clusters Score -425606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -425621.718750 Penalty: 2669.084717
	Iteration 47Q: 3 clusters Score -425621.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -425629.906250 Penalty: 2669.084717
	Iteration 48Q: 3 clusters Score -425629.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -425637.937500 Penalty: 2669.084717
	Iteration 49Q: 3 clusters Score -425637.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -425646.968750 Penalty: 2669.084717
	Iteration 50Q: 3 clusters Score -425647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -425654.281250 Penalty: 2669.084717
	Iteration 51Q: 3 clusters Score -425654.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -425662.937500 Penalty: 2669.084717
	Iteration 52Q: 3 clusters Score -425662.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -425670.937500 Penalty: 2669.084717
	Iteration 53Q: 3 clusters Score -425670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -425674.531250 Penalty: 2669.084717
	Iteration 54Q: 3 clusters Score -425674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -425678.343750 Penalty: 2669.084717
	Iteration 55Q: 3 clusters Score -425678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -425680.406250 Penalty: 2669.084717
	Iteration 56Q: 3 clusters Score -425680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -425683.468750 Penalty: 2669.084717
	Iteration 57Q: 3 clusters Score -425683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -425683.968750 Penalty: 2669.084717
	Iteration 58Q: 3 clusters Score -425684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -425683.968750 Penalty: 2669.084717
	Iteration 59F: 3 clusters Score -425684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130625 members 
Entering Unmasked Estep 
Score: -15025624.000000 Penalty: 1914.263916
	Iteration 0F: 2 clusters Score -1.502562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -14942827.000000 Penalty: 3828.527832
	Iteration 0F: 3 clusters Score -1.494283e+07 nChanged 63151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -14979856.000000 Penalty: 3828.527832
	Iteration 1F: 3 clusters Score -1.497986e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 68687 members 
Entering Unmasked Estep 
Score: -14980663.000000 Penalty: 3828.527832
	Iteration 2Q: 3 clusters Score -1.498066e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -14981771.000000 Penalty: 3828.527832
	Iteration 3Q: 3 clusters Score -1.498177e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -14983716.000000 Penalty: 3828.527832
	Iteration 4Q: 3 clusters Score -1.498372e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -14986775.000000 Penalty: 3828.527832
	Iteration 5F: 3 clusters Score -1.498678e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -14991422.000000 Penalty: 3828.527832
	Iteration 6F: 3 clusters Score -1.499142e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 92856 members 
Entering Unmasked Estep 
Score: -14997892.000000 Penalty: 3828.527832
	Iteration 7F: 3 clusters Score -1.499789e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -15005652.000000 Penalty: 3828.527832
	Iteration 8F: 3 clusters Score -1.500565e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 107741 members 
Entering Unmasked Estep 
Score: -15013419.000000 Penalty: 3828.527832
	Iteration 9F: 3 clusters Score -1.501342e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 111976 members 
Entering Unmasked Estep 
Score: -15019750.000000 Penalty: 3828.527832
	Iteration 10Q: 3 clusters Score -1.501975e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 114049 members 
Entering Unmasked Estep 
Score: -15022016.000000 Penalty: 3828.527832
	Iteration 11Q: 3 clusters Score -1.502202e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 115504 members 
Entering Unmasked Estep 
Score: -15023008.000000 Penalty: 3828.527832
	Iteration 12Q: 3 clusters Score -1.502301e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 116788 members 
Entering Unmasked Estep 
Score: -15023413.000000 Penalty: 3828.527832
	Iteration 13Q: 3 clusters Score -1.502341e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -15023706.000000 Penalty: 3828.527832
	Iteration 14Q: 3 clusters Score -1.502371e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 118862 members 
Entering Unmasked Estep 
Score: -15023905.000000 Penalty: 3828.527832
	Iteration 15Q: 3 clusters Score -1.50239e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 119716 members 
Entering Unmasked Estep 
Score: -15024116.000000 Penalty: 3828.527832
	Iteration 16Q: 3 clusters Score -1.502412e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 120486 members 
Entering Unmasked Estep 
Score: -15024203.000000 Penalty: 3828.527832
	Iteration 17Q: 3 clusters Score -1.50242e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -15024295.000000 Penalty: 3828.527832
	Iteration 18Q: 3 clusters Score -1.50243e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 121793 members 
Entering Unmasked Estep 
Score: -15024311.000000 Penalty: 3828.527832
	Iteration 19Q: 3 clusters Score -1.502431e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 122374 members 
Entering Unmasked Estep 
Score: -15024338.000000 Penalty: 3828.527832
	Iteration 20F: 3 clusters Score -1.502434e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 122862 members 
Entering Unmasked Estep 
Score: -15024389.000000 Penalty: 3828.527832
	Iteration 21Q: 3 clusters Score -1.502439e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 123363 members 
Entering Unmasked Estep 
Score: -15024428.000000 Penalty: 3828.527832
	Iteration 22Q: 3 clusters Score -1.502443e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 123807 members 
Entering Unmasked Estep 
Score: -15024405.000000 Penalty: 3828.527832
	Iteration 23Q: 3 clusters Score -1.50244e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 124220 members 
Entering Unmasked Estep 
Score: -15024483.000000 Penalty: 3828.527832
	Iteration 24Q: 3 clusters Score -1.502448e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 124593 members 
Entering Unmasked Estep 
Score: -15024442.000000 Penalty: 3828.527832
	Iteration 25Q: 3 clusters Score -1.502444e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 124933 members 
Entering Unmasked Estep 
Score: -15024413.000000 Penalty: 3828.527832
	Iteration 26Q: 3 clusters Score -1.502441e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 125245 members 
Entering Unmasked Estep 
Score: -15024378.000000 Penalty: 3828.527832
	Iteration 27Q: 3 clusters Score -1.502438e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 125524 members 
Entering Unmasked Estep 
Score: -15024350.000000 Penalty: 3828.527832
	Iteration 28Q: 3 clusters Score -1.502435e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 125780 members 
Entering Unmasked Estep 
Score: -15024345.000000 Penalty: 3828.527832
	Iteration 29Q: 3 clusters Score -1.502434e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -15024348.000000 Penalty: 3828.527832
	Iteration 30Q: 3 clusters Score -1.502435e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 126250 members 
Entering Unmasked Estep 
Score: -15024358.000000 Penalty: 3828.527832
	Iteration 31Q: 3 clusters Score -1.502436e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 126460 members 
Entering Unmasked Estep 
Score: -15024317.000000 Penalty: 3828.527832
	Iteration 32Q: 3 clusters Score -1.502432e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 126672 members 
Entering Unmasked Estep 
Score: -15024258.000000 Penalty: 3828.527832
	Iteration 33Q: 3 clusters Score -1.502426e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 126870 members 
Entering Unmasked Estep 
Score: -15024263.000000 Penalty: 3828.527832
	Iteration 34Q: 3 clusters Score -1.502426e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 127059 members 
Entering Unmasked Estep 
Score: -15024299.000000 Penalty: 3828.527832
	Iteration 35Q: 3 clusters Score -1.50243e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 127238 members 
Entering Unmasked Estep 
Score: -15024304.000000 Penalty: 3828.527832
	Iteration 36Q: 3 clusters Score -1.50243e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -15024294.000000 Penalty: 3828.527832
	Iteration 37Q: 3 clusters Score -1.502429e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 127517 members 
Entering Unmasked Estep 
Score: -15024319.000000 Penalty: 3828.527832
	Iteration 38Q: 3 clusters Score -1.502432e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 127651 members 
Entering Unmasked Estep 
Score: -15024285.000000 Penalty: 3828.527832
	Iteration 39Q: 3 clusters Score -1.502428e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 127787 members 
Entering Unmasked Estep 
Score: -15024276.000000 Penalty: 3828.527832
	Iteration 40F: 3 clusters Score -1.502428e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 127908 members 
Entering Unmasked Estep 
Score: -15024288.000000 Penalty: 3828.527832
	Iteration 41Q: 3 clusters Score -1.502429e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 128015 members 
Entering Unmasked Estep 
Score: -15024278.000000 Penalty: 3828.527832
	Iteration 42Q: 3 clusters Score -1.502428e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 128118 members 
Entering Unmasked Estep 
Score: -15024294.000000 Penalty: 3828.527832
	Iteration 43Q: 3 clusters Score -1.502429e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 128217 members 
Entering Unmasked Estep 
Score: -15024279.000000 Penalty: 3828.527832
	Iteration 44Q: 3 clusters Score -1.502428e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 128326 members 
Entering Unmasked Estep 
Score: -15024262.000000 Penalty: 3828.527832
	Iteration 45Q: 3 clusters Score -1.502426e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 128428 members 
Entering Unmasked Estep 
Score: -15024249.000000 Penalty: 3828.527832
	Iteration 46Q: 3 clusters Score -1.502425e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 128525 members 
Entering Unmasked Estep 
Score: -15024258.000000 Penalty: 3828.527832
	Iteration 47Q: 3 clusters Score -1.502426e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 128616 members 
Entering Unmasked Estep 
Score: -15024236.000000 Penalty: 3828.527832
	Iteration 48Q: 3 clusters Score -1.502424e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 128702 members 
Entering Unmasked Estep 
Score: -15024254.000000 Penalty: 3828.527832
	Iteration 49Q: 3 clusters Score -1.502425e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 128785 members 
Entering Unmasked Estep 
Score: -15024268.000000 Penalty: 3828.527832
	Iteration 50Q: 3 clusters Score -1.502427e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 128864 members 
Entering Unmasked Estep 
Score: -15024276.000000 Penalty: 3828.527832
	Iteration 51Q: 3 clusters Score -1.502428e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 128935 members 
Entering Unmasked Estep 
Score: -15024265.000000 Penalty: 3828.527832
	Iteration 52Q: 3 clusters Score -1.502426e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 129001 members 
Entering Unmasked Estep 
Score: -15024266.000000 Penalty: 3828.527832
	Iteration 53Q: 3 clusters Score -1.502427e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 129068 members 
Entering Unmasked Estep 
Score: -15024265.000000 Penalty: 3828.527832
	Iteration 54Q: 3 clusters Score -1.502426e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 129136 members 
Entering Unmasked Estep 
Score: -15024276.000000 Penalty: 3828.527832
	Iteration 55Q: 3 clusters Score -1.502428e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 129207 members 
Entering Unmasked Estep 
Score: -15024288.000000 Penalty: 3828.527832
	Iteration 56Q: 3 clusters Score -1.502429e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 129270 members 
Entering Unmasked Estep 
Score: -15024299.000000 Penalty: 3828.527832
	Iteration 57Q: 3 clusters Score -1.50243e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 129315 members 
Entering Unmasked Estep 
Score: -15024289.000000 Penalty: 3828.527832
	Iteration 58Q: 3 clusters Score -1.502429e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 129357 members 
Entering Unmasked Estep 
Score: -15024288.000000 Penalty: 3828.527832
	Iteration 59Q: 3 clusters Score -1.502429e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 129394 members 
Entering Unmasked Estep 
Score: -15024271.000000 Penalty: 3828.527832
	Iteration 60F: 3 clusters Score -1.502427e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 129420 members 
Entering Unmasked Estep 
Score: -15024279.000000 Penalty: 3828.527832
	Iteration 61Q: 3 clusters Score -1.502428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 129441 members 
Entering Unmasked Estep 
Score: -15024287.000000 Penalty: 3828.527832
	Iteration 62Q: 3 clusters Score -1.502429e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 129469 members 
Entering Unmasked Estep 
Score: -15024269.000000 Penalty: 3828.527832
	Iteration 63Q: 3 clusters Score -1.502427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 129485 members 
Entering Unmasked Estep 
Score: -15024266.000000 Penalty: 3828.527832
	Iteration 64Q: 3 clusters Score -1.502427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 129498 members 
Entering Unmasked Estep 
Score: -15024284.000000 Penalty: 3828.527832
	Iteration 65Q: 3 clusters Score -1.502428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 129515 members 
Entering Unmasked Estep 
Score: -15024272.000000 Penalty: 3828.527832
	Iteration 66Q: 3 clusters Score -1.502427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -15024265.000000 Penalty: 3828.527832
	Iteration 67Q: 3 clusters Score -1.502426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 129548 members 
Entering Unmasked Estep 
Score: -15024257.000000 Penalty: 3828.527832
	Iteration 68Q: 3 clusters Score -1.502426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 129560 members 
Entering Unmasked Estep 
Score: -15024256.000000 Penalty: 3828.527832
	Iteration 69Q: 3 clusters Score -1.502426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 129578 members 
Entering Unmasked Estep 
Score: -15024260.000000 Penalty: 3828.527832
	Iteration 70Q: 3 clusters Score -1.502426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 129596 members 
Entering Unmasked Estep 
Score: -15024257.000000 Penalty: 3828.527832
	Iteration 71Q: 3 clusters Score -1.502426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 129613 members 
Entering Unmasked Estep 
Score: -15024247.000000 Penalty: 3828.527832
	Iteration 72Q: 3 clusters Score -1.502425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 129625 members 
Entering Unmasked Estep 
Score: -15024239.000000 Penalty: 3828.527832
	Iteration 73Q: 3 clusters Score -1.502424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 129639 members 
Entering Unmasked Estep 
Score: -15024255.000000 Penalty: 3828.527832
	Iteration 74Q: 3 clusters Score -1.502426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 129652 members 
Entering Unmasked Estep 
Score: -15024234.000000 Penalty: 3828.527832
	Iteration 75Q: 3 clusters Score -1.502423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 129659 members 
Entering Unmasked Estep 
Score: -15024227.000000 Penalty: 3828.527832
	Iteration 76Q: 3 clusters Score -1.502423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 129668 members 
Entering Unmasked Estep 
Score: -15024240.000000 Penalty: 3828.527832
	Iteration 77Q: 3 clusters Score -1.502424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 129679 members 
Entering Unmasked Estep 
Score: -15024238.000000 Penalty: 3828.527832
	Iteration 78Q: 3 clusters Score -1.502424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 129695 members 
Entering Unmasked Estep 
Score: -15024221.000000 Penalty: 3828.527832
	Iteration 79Q: 3 clusters Score -1.502422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 129704 members 
Entering Unmasked Estep 
Score: -15024223.000000 Penalty: 3828.527832
	Iteration 80F: 3 clusters Score -1.502422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 129715 members 
Entering Unmasked Estep 
Score: -15024236.000000 Penalty: 3828.527832
	Iteration 81Q: 3 clusters Score -1.502424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 129729 members 
Entering Unmasked Estep 
Score: -15024236.000000 Penalty: 3828.527832
	Iteration 82Q: 3 clusters Score -1.502424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 129746 members 
Entering Unmasked Estep 
Score: -15024254.000000 Penalty: 3828.527832
	Iteration 83Q: 3 clusters Score -1.502425e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 129768 members 
Entering Unmasked Estep 
Score: -15024253.000000 Penalty: 3828.527832
	Iteration 84Q: 3 clusters Score -1.502425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 129786 members 
Entering Unmasked Estep 
Score: -15024242.000000 Penalty: 3828.527832
	Iteration 85Q: 3 clusters Score -1.502424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 129799 members 
Entering Unmasked Estep 
Score: -15024247.000000 Penalty: 3828.527832
	Iteration 86Q: 3 clusters Score -1.502425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 129807 members 
Entering Unmasked Estep 
Score: -15024233.000000 Penalty: 3828.527832
	Iteration 87Q: 3 clusters Score -1.502423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 129810 members 
Entering Unmasked Estep 
Score: -15024233.000000 Penalty: 3828.527832
	Iteration 88Q: 3 clusters Score -1.502423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 129816 members 
Entering Unmasked Estep 
Score: -15024232.000000 Penalty: 3828.527832
	Iteration 89Q: 3 clusters Score -1.502423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 129827 members 
Entering Unmasked Estep 
Score: -15024229.000000 Penalty: 3828.527832
	Iteration 90Q: 3 clusters Score -1.502423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 129832 members 
Entering Unmasked Estep 
Score: -15024236.000000 Penalty: 3828.527832
	Iteration 91Q: 3 clusters Score -1.502424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 129837 members 
Entering Unmasked Estep 
Score: -15024232.000000 Penalty: 3828.527832
	Iteration 92Q: 3 clusters Score -1.502423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
Score: -15024232.000000 Penalty: 3828.527832
	Iteration 93Q: 3 clusters Score -1.502423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 129854 members 
Entering Unmasked Estep 
Score: -15024216.000000 Penalty: 3828.527832
	Iteration 94Q: 3 clusters Score -1.502422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 129869 members 
Entering Unmasked Estep 
Score: -15024221.000000 Penalty: 3828.527832
	Iteration 95Q: 3 clusters Score -1.502422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 129877 members 
Entering Unmasked Estep 
Score: -15024216.000000 Penalty: 3828.527832
	Iteration 96Q: 3 clusters Score -1.502422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 129885 members 
Entering Unmasked Estep 
Score: -15024222.000000 Penalty: 3828.527832
	Iteration 97Q: 3 clusters Score -1.502422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 129893 members 
Entering Unmasked Estep 
Score: -15024205.000000 Penalty: 3828.527832
	Iteration 98Q: 3 clusters Score -1.50242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 129908 members 
Entering Unmasked Estep 
Score: -15024218.000000 Penalty: 3828.527832
	Iteration 99Q: 3 clusters Score -1.502422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 129923 members 
Entering Unmasked Estep 
Score: -15024227.000000 Penalty: 3828.527832
	Iteration 100F: 3 clusters Score -1.502423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 129937 members 
Entering Unmasked Estep 
Score: -15024205.000000 Penalty: 3828.527832
	Iteration 101Q: 3 clusters Score -1.50242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 129943 members 
Entering Unmasked Estep 
Score: -15024212.000000 Penalty: 3828.527832
	Iteration 102Q: 3 clusters Score -1.502421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 129947 members 
Entering Unmasked Estep 
Score: -15024207.000000 Penalty: 3828.527832
	Iteration 103Q: 3 clusters Score -1.502421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 129951 members 
Entering Unmasked Estep 
Score: -15024211.000000 Penalty: 3828.527832
	Iteration 104Q: 3 clusters Score -1.502421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -15024206.000000 Penalty: 3828.527832
	Iteration 105Q: 3 clusters Score -1.502421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -15024206.000000 Penalty: 3828.527832
	Iteration 106F: 3 clusters Score -1.502421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -14353.781250 Penalty: 856.862488
	Iteration 0F: 2 clusters Score -14353.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13791.427734 Penalty: 1713.724976
	Iteration 0F: 3 clusters Score -13791.43 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14004.640625 Penalty: 1713.724976
	Iteration 1F: 3 clusters Score -14004.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14103.013672 Penalty: 1713.724976
	Iteration 2F: 3 clusters Score -14103.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14158.890625 Penalty: 1713.724976
	Iteration 3F: 3 clusters Score -14158.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14184.033203 Penalty: 1713.724976
	Iteration 4Q: 3 clusters Score -14184.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14194.954102 Penalty: 1713.724976
	Iteration 5Q: 3 clusters Score -14194.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14204.616211 Penalty: 1713.724976
	Iteration 6Q: 3 clusters Score -14204.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14204.616211 Penalty: 1713.724976
	Iteration 7F: 3 clusters Score -14204.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Entering Unmasked Estep 
Score: -7346983.000000 Penalty: 1795.968140
	Iteration 0F: 2 clusters Score -7346983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -7305050.500000 Penalty: 3591.936279
	Iteration 0F: 3 clusters Score -7305050 nChanged 29677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -7322382.500000 Penalty: 3591.936279
	Iteration 1F: 3 clusters Score -7322382 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -7323143.500000 Penalty: 3591.936279
	Iteration 2Q: 3 clusters Score -7323144 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -7323994.500000 Penalty: 3591.936279
	Iteration 3Q: 3 clusters Score -7323994 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -7324933.000000 Penalty: 3591.936279
	Iteration 4Q: 3 clusters Score -7324933 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -7326015.500000 Penalty: 3591.936279
	Iteration 5Q: 3 clusters Score -7326016 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -7327265.500000 Penalty: 3591.936279
	Iteration 6Q: 3 clusters Score -7327266 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -7328853.000000 Penalty: 3591.936279
	Iteration 7Q: 3 clusters Score -7328853 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -7330657.500000 Penalty: 3591.936279
	Iteration 8F: 3 clusters Score -7330658 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -7332851.500000 Penalty: 3591.936279
	Iteration 9F: 3 clusters Score -7332852 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -7335016.500000 Penalty: 3591.936279
	Iteration 10F: 3 clusters Score -7335016 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -7336493.500000 Penalty: 3591.936279
	Iteration 11Q: 3 clusters Score -7336494 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -7337245.000000 Penalty: 3591.936279
	Iteration 12Q: 3 clusters Score -7337245 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -7337613.500000 Penalty: 3591.936279
	Iteration 13Q: 3 clusters Score -7337614 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -7337908.500000 Penalty: 3591.936279
	Iteration 14Q: 3 clusters Score -7337908 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -7338174.000000 Penalty: 3591.936279
	Iteration 15Q: 3 clusters Score -7338174 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -7338432.500000 Penalty: 3591.936279
	Iteration 16Q: 3 clusters Score -7338432 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -7338717.000000 Penalty: 3591.936279
	Iteration 17Q: 3 clusters Score -7338717 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -7339048.000000 Penalty: 3591.936279
	Iteration 18Q: 3 clusters Score -7339048 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -7339424.000000 Penalty: 3591.936279
	Iteration 19Q: 3 clusters Score -7339424 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -7339863.500000 Penalty: 3591.936279
	Iteration 20F: 3 clusters Score -7339864 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -7340346.000000 Penalty: 3591.936279
	Iteration 21Q: 3 clusters Score -7340346 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -7340851.500000 Penalty: 3591.936279
	Iteration 22Q: 3 clusters Score -7340852 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -7341358.000000 Penalty: 3591.936279
	Iteration 23Q: 3 clusters Score -7341358 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -7341864.500000 Penalty: 3591.936279
	Iteration 24Q: 3 clusters Score -7341864 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -7342410.500000 Penalty: 3591.936279
	Iteration 25Q: 3 clusters Score -7342410 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -7342919.000000 Penalty: 3591.936279
	Iteration 26Q: 3 clusters Score -7342919 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -7343405.500000 Penalty: 3591.936279
	Iteration 27Q: 3 clusters Score -7343406 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -7343853.000000 Penalty: 3591.936279
	Iteration 28Q: 3 clusters Score -7343853 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -7344140.500000 Penalty: 3591.936279
	Iteration 29Q: 3 clusters Score -7344140 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -7344354.500000 Penalty: 3591.936279
	Iteration 30Q: 3 clusters Score -7344354 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -7344578.000000 Penalty: 3591.936279
	Iteration 31Q: 3 clusters Score -7344578 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -7344687.500000 Penalty: 3591.936279
	Iteration 32Q: 3 clusters Score -7344688 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -7344864.000000 Penalty: 3591.936279
	Iteration 33Q: 3 clusters Score -7344864 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -7345005.000000 Penalty: 3591.936279
	Iteration 34Q: 3 clusters Score -7345005 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -7345065.500000 Penalty: 3591.936279
	Iteration 35Q: 3 clusters Score -7345066 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -7345141.000000 Penalty: 3591.936279
	Iteration 36Q: 3 clusters Score -7345141 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -7345248.000000 Penalty: 3591.936279
	Iteration 37Q: 3 clusters Score -7345248 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -7345315.500000 Penalty: 3591.936279
	Iteration 38Q: 3 clusters Score -7345316 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -7345393.500000 Penalty: 3591.936279
	Iteration 39Q: 3 clusters Score -7345394 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -7345463.000000 Penalty: 3591.936279
	Iteration 40F: 3 clusters Score -7345463 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -7345537.000000 Penalty: 3591.936279
	Iteration 41Q: 3 clusters Score -7345537 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -7345557.500000 Penalty: 3591.936279
	Iteration 42Q: 3 clusters Score -7345558 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7345619.500000 Penalty: 3591.936279
	Iteration 43Q: 3 clusters Score -7345620 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -7345648.500000 Penalty: 3591.936279
	Iteration 44Q: 3 clusters Score -7345648 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -7345694.500000 Penalty: 3591.936279
	Iteration 45Q: 3 clusters Score -7345694 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -7345720.500000 Penalty: 3591.936279
	Iteration 46Q: 3 clusters Score -7345720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -7345756.500000 Penalty: 3591.936279
	Iteration 47Q: 3 clusters Score -7345756 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7345802.000000 Penalty: 3591.936279
	Iteration 48Q: 3 clusters Score -7345802 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7345807.500000 Penalty: 3591.936279
	Iteration 49Q: 3 clusters Score -7345808 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7345836.000000 Penalty: 3591.936279
	Iteration 50Q: 3 clusters Score -7345836 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7345831.000000 Penalty: 3591.936279
	Iteration 51Q: 3 clusters Score -7345831 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7345846.500000 Penalty: 3591.936279
	Iteration 52Q: 3 clusters Score -7345846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7345852.000000 Penalty: 3591.936279
	Iteration 53Q: 3 clusters Score -7345852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7345858.500000 Penalty: 3591.936279
	Iteration 54Q: 3 clusters Score -7345858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7345867.500000 Penalty: 3591.936279
	Iteration 55Q: 3 clusters Score -7345868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7345866.000000 Penalty: 3591.936279
	Iteration 56Q: 3 clusters Score -7345866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7345856.500000 Penalty: 3591.936279
	Iteration 57Q: 3 clusters Score -7345856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -7345863.000000 Penalty: 3591.936279
	Iteration 58Q: 3 clusters Score -7345863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7345869.500000 Penalty: 3591.936279
	Iteration 59Q: 3 clusters Score -7345870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7345870.500000 Penalty: 3591.936279
	Iteration 60F: 3 clusters Score -7345870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -7345867.000000 Penalty: 3591.936279
	Iteration 61Q: 3 clusters Score -7345867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7345863.500000 Penalty: 3591.936279
	Iteration 62Q: 3 clusters Score -7345864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7345883.000000 Penalty: 3591.936279
	Iteration 63Q: 3 clusters Score -7345883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7345882.500000 Penalty: 3591.936279
	Iteration 64Q: 3 clusters Score -7345882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7345888.000000 Penalty: 3591.936279
	Iteration 65Q: 3 clusters Score -7345888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7345891.000000 Penalty: 3591.936279
	Iteration 66Q: 3 clusters Score -7345891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7345892.000000 Penalty: 3591.936279
	Iteration 67Q: 3 clusters Score -7345892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7345889.000000 Penalty: 3591.936279
	Iteration 68Q: 3 clusters Score -7345889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -7345897.000000 Penalty: 3591.936279
	Iteration 69Q: 3 clusters Score -7345897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7345893.000000 Penalty: 3591.936279
	Iteration 70Q: 3 clusters Score -7345893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -7345900.000000 Penalty: 3591.936279
	Iteration 71Q: 3 clusters Score -7345900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7345905.500000 Penalty: 3591.936279
	Iteration 72Q: 3 clusters Score -7345906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7345917.500000 Penalty: 3591.936279
	Iteration 73Q: 3 clusters Score -7345918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -7345921.000000 Penalty: 3591.936279
	Iteration 74Q: 3 clusters Score -7345921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7345917.500000 Penalty: 3591.936279
	Iteration 75Q: 3 clusters Score -7345918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7345917.500000 Penalty: 3591.936279
	Iteration 76Q: 3 clusters Score -7345918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7345922.000000 Penalty: 3591.936279
	Iteration 77Q: 3 clusters Score -7345922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7345922.000000 Penalty: 3591.936279
	Iteration 78Q: 3 clusters Score -7345922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7345923.000000 Penalty: 3591.936279
	Iteration 79Q: 3 clusters Score -7345923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7345924.000000 Penalty: 3591.936279
	Iteration 80F: 3 clusters Score -7345924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7345921.000000 Penalty: 3591.936279
	Iteration 81Q: 3 clusters Score -7345921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7345922.500000 Penalty: 3591.936279
	Iteration 82Q: 3 clusters Score -7345922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7345923.500000 Penalty: 3591.936279
	Iteration 83Q: 3 clusters Score -7345924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -7345933.000000 Penalty: 3591.936279
	Iteration 84Q: 3 clusters Score -7345933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -7345930.500000 Penalty: 3591.936279
	Iteration 85Q: 3 clusters Score -7345930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7345930.000000 Penalty: 3591.936279
	Iteration 86Q: 3 clusters Score -7345930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7345930.000000 Penalty: 3591.936279
	Iteration 87Q: 3 clusters Score -7345930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7345923.500000 Penalty: 3591.936279
	Iteration 88Q: 3 clusters Score -7345924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7345929.000000 Penalty: 3591.936279
	Iteration 89Q: 3 clusters Score -7345929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7345923.000000 Penalty: 3591.936279
	Iteration 90Q: 3 clusters Score -7345923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60570 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7345924.000000 Penalty: 3591.936279
	Iteration 91Q: 3 clusters Score -7345924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7345922.500000 Penalty: 3591.936279
	Iteration 92Q: 3 clusters Score -7345922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -7345925.500000 Penalty: 3591.936279
	Iteration 93Q: 3 clusters Score -7345926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7345926.500000 Penalty: 3591.936279
	Iteration 94Q: 3 clusters Score -7345926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7345924.000000 Penalty: 3591.936279
	Iteration 95Q: 3 clusters Score -7345924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7345924.000000 Penalty: 3591.936279
	Iteration 96F: 3 clusters Score -7345924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Entering Unmasked Estep 
Score: -1636322.625000 Penalty: 1552.109863
	Iteration 0F: 2 clusters Score -1636323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1626599.250000 Penalty: 3104.219727
	Iteration 0F: 3 clusters Score -1626599 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1630020.000000 Penalty: 3104.219727
	Iteration 1F: 3 clusters Score -1630020 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1630376.125000 Penalty: 3104.219727
	Iteration 2F: 3 clusters Score -1630376 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1630684.875000 Penalty: 3104.219727
	Iteration 3Q: 3 clusters Score -1630685 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1630941.500000 Penalty: 3104.219727
	Iteration 4Q: 3 clusters Score -1630942 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1631200.250000 Penalty: 3104.219727
	Iteration 5Q: 3 clusters Score -1631200 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1631467.375000 Penalty: 3104.219727
	Iteration 6Q: 3 clusters Score -1631467 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1631734.375000 Penalty: 3104.219727
	Iteration 7Q: 3 clusters Score -1631734 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1631982.500000 Penalty: 3104.219727
	Iteration 8Q: 3 clusters Score -1631982 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1632233.125000 Penalty: 3104.219727
	Iteration 9Q: 3 clusters Score -1632233 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1632508.625000 Penalty: 3104.219727
	Iteration 10Q: 3 clusters Score -1632509 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1632816.375000 Penalty: 3104.219727
	Iteration 11Q: 3 clusters Score -1632816 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1633176.875000 Penalty: 3104.219727
	Iteration 12Q: 3 clusters Score -1633177 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1633590.375000 Penalty: 3104.219727
	Iteration 13Q: 3 clusters Score -1633590 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1633953.000000 Penalty: 3104.219727
	Iteration 14Q: 3 clusters Score -1633953 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1634223.125000 Penalty: 3104.219727
	Iteration 15Q: 3 clusters Score -1634223 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1634426.000000 Penalty: 3104.219727
	Iteration 16Q: 3 clusters Score -1634426 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1634582.875000 Penalty: 3104.219727
	Iteration 17Q: 3 clusters Score -1634583 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1634712.625000 Penalty: 3104.219727
	Iteration 18Q: 3 clusters Score -1634713 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1634787.125000 Penalty: 3104.219727
	Iteration 19Q: 3 clusters Score -1634787 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1634860.750000 Penalty: 3104.219727
	Iteration 20F: 3 clusters Score -1634861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1634897.250000 Penalty: 3104.219727
	Iteration 21Q: 3 clusters Score -1634897 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1634933.500000 Penalty: 3104.219727
	Iteration 22Q: 3 clusters Score -1634934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1634955.625000 Penalty: 3104.219727
	Iteration 23Q: 3 clusters Score -1634956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1634973.125000 Penalty: 3104.219727
	Iteration 24Q: 3 clusters Score -1634973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1634991.500000 Penalty: 3104.219727
	Iteration 25Q: 3 clusters Score -1634992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1635004.625000 Penalty: 3104.219727
	Iteration 26Q: 3 clusters Score -1635005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1635004.500000 Penalty: 3104.219727
	Iteration 27Q: 3 clusters Score -1635004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1635007.125000 Penalty: 3104.219727
	Iteration 28Q: 3 clusters Score -1635007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1635012.875000 Penalty: 3104.219727
	Iteration 29Q: 3 clusters Score -1635013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1635016.625000 Penalty: 3104.219727
	Iteration 30Q: 3 clusters Score -1635017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1635021.500000 Penalty: 3104.219727
	Iteration 31Q: 3 clusters Score -1635022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1635021.250000 Penalty: 3104.219727
	Iteration 32Q: 3 clusters Score -1635021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1635023.000000 Penalty: 3104.219727
	Iteration 33Q: 3 clusters Score -1635023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1635023.000000 Penalty: 3104.219727
	Iteration 34F: 3 clusters Score -1635023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Entering Unmasked Estep 
Score: -3228397.500000 Penalty: 1668.965698
	Iteration 0F: 2 clusters Score -3228398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3208959.250000 Penalty: 3337.931396
	Iteration 0F: 3 clusters Score -3208959 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3216474.000000 Penalty: 3337.931396
	Iteration 1F: 3 clusters Score -3216474 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3216938.750000 Penalty: 3337.931396
	Iteration 2Q: 3 clusters Score -3216939 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3217520.750000 Penalty: 3337.931396
	Iteration 3Q: 3 clusters Score -3217521 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3218413.250000 Penalty: 3337.931396
	Iteration 4F: 3 clusters Score -3218413 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3219728.000000 Penalty: 3337.931396
	Iteration 5F: 3 clusters Score -3219728 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3221507.500000 Penalty: 3337.931396
	Iteration 6F: 3 clusters Score -3221508 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3223298.000000 Penalty: 3337.931396
	Iteration 7F: 3 clusters Score -3223298 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3224652.000000 Penalty: 3337.931396
	Iteration 8F: 3 clusters Score -3224652 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3225579.000000 Penalty: 3337.931396
	Iteration 9Q: 3 clusters Score -3225579 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3226198.250000 Penalty: 3337.931396
	Iteration 10Q: 3 clusters Score -3226198 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3226625.250000 Penalty: 3337.931396
	Iteration 11Q: 3 clusters Score -3226625 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3226827.500000 Penalty: 3337.931396
	Iteration 12Q: 3 clusters Score -3226828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3226922.500000 Penalty: 3337.931396
	Iteration 13Q: 3 clusters Score -3226922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3226962.500000 Penalty: 3337.931396
	Iteration 14Q: 3 clusters Score -3226962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3227000.750000 Penalty: 3337.931396
	Iteration 15Q: 3 clusters Score -3227001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -3227019.250000 Penalty: 3337.931396
	Iteration 16Q: 3 clusters Score -3227019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3227035.000000 Penalty: 3337.931396
	Iteration 17Q: 3 clusters Score -3227035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3227040.250000 Penalty: 3337.931396
	Iteration 18Q: 3 clusters Score -3227040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -3227047.500000 Penalty: 3337.931396
	Iteration 19Q: 3 clusters Score -3227048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3227051.000000 Penalty: 3337.931396
	Iteration 20F: 3 clusters Score -3227051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3227061.000000 Penalty: 3337.931396
	Iteration 21Q: 3 clusters Score -3227061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -3227063.250000 Penalty: 3337.931396
	Iteration 22Q: 3 clusters Score -3227063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -3227073.750000 Penalty: 3337.931396
	Iteration 23Q: 3 clusters Score -3227074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3227076.750000 Penalty: 3337.931396
	Iteration 24Q: 3 clusters Score -3227077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3227082.500000 Penalty: 3337.931396
	Iteration 25Q: 3 clusters Score -3227082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3227086.000000 Penalty: 3337.931396
	Iteration 26Q: 3 clusters Score -3227086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3227093.250000 Penalty: 3337.931396
	Iteration 27Q: 3 clusters Score -3227093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3227098.250000 Penalty: 3337.931396
	Iteration 28Q: 3 clusters Score -3227098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3227099.250000 Penalty: 3337.931396
	Iteration 29Q: 3 clusters Score -3227099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -3227098.000000 Penalty: 3337.931396
	Iteration 30Q: 3 clusters Score -3227098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3227098.500000 Penalty: 3337.931396
	Iteration 31Q: 3 clusters Score -3227098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3227108.000000 Penalty: 3337.931396
	Iteration 32Q: 3 clusters Score -3227108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3227108.000000 Penalty: 3337.931396
	Iteration 33F: 3 clusters Score -3227108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Entering Unmasked Estep 
Score: -7088156.000000 Penalty: 1788.290161
	Iteration 0F: 2 clusters Score -7088156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -7048024.000000 Penalty: 3576.580322
	Iteration 0F: 3 clusters Score -7048024 nChanged 28464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -7064351.000000 Penalty: 3576.580322
	Iteration 1F: 3 clusters Score -7064351 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -7064954.500000 Penalty: 3576.580322
	Iteration 2Q: 3 clusters Score -7064954 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -7065888.000000 Penalty: 3576.580322
	Iteration 3Q: 3 clusters Score -7065888 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -7067256.500000 Penalty: 3576.580322
	Iteration 4Q: 3 clusters Score -7067256 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -7069384.000000 Penalty: 3576.580322
	Iteration 5F: 3 clusters Score -7069384 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -7072709.000000 Penalty: 3576.580322
	Iteration 6F: 3 clusters Score -7072709 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -7076940.000000 Penalty: 3576.580322
	Iteration 7F: 3 clusters Score -7076940 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -7081056.000000 Penalty: 3576.580322
	Iteration 8F: 3 clusters Score -7081056 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -7083882.000000 Penalty: 3576.580322
	Iteration 9Q: 3 clusters Score -7083882 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7085354.500000 Penalty: 3576.580322
	Iteration 10Q: 3 clusters Score -7085354 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7086033.500000 Penalty: 3576.580322
	Iteration 11Q: 3 clusters Score -7086034 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7086351.500000 Penalty: 3576.580322
	Iteration 12Q: 3 clusters Score -7086352 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7086472.500000 Penalty: 3576.580322
	Iteration 13Q: 3 clusters Score -7086472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7086544.500000 Penalty: 3576.580322
	Iteration 14Q: 3 clusters Score -7086544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7086571.500000 Penalty: 3576.580322
	Iteration 15Q: 3 clusters Score -7086572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7086594.000000 Penalty: 3576.580322
	Iteration 16Q: 3 clusters Score -7086594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7086609.000000 Penalty: 3576.580322
	Iteration 17Q: 3 clusters Score -7086609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7086617.500000 Penalty: 3576.580322
	Iteration 18Q: 3 clusters Score -7086618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7086620.500000 Penalty: 3576.580322
	Iteration 19Q: 3 clusters Score -7086620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7086624.500000 Penalty: 3576.580322
	Iteration 20F: 3 clusters Score -7086624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7086632.500000 Penalty: 3576.580322
	Iteration 21Q: 3 clusters Score -7086632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7086633.500000 Penalty: 3576.580322
	Iteration 22Q: 3 clusters Score -7086634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7086637.000000 Penalty: 3576.580322
	Iteration 23Q: 3 clusters Score -7086637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7086645.500000 Penalty: 3576.580322
	Iteration 24Q: 3 clusters Score -7086646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7086652.500000 Penalty: 3576.580322
	Iteration 25Q: 3 clusters Score -7086652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7086651.500000 Penalty: 3576.580322
	Iteration 26Q: 3 clusters Score -7086652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7086657.500000 Penalty: 3576.580322
	Iteration 27Q: 3 clusters Score -7086658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7086664.500000 Penalty: 3576.580322
	Iteration 28Q: 3 clusters Score -7086664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7086664.500000 Penalty: 3576.580322
	Iteration 29F: 3 clusters Score -7086664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -40803.578125 Penalty: 975.229919
	Iteration 0F: 2 clusters Score -40803.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39815.476562 Penalty: 1950.459839
	Iteration 0F: 3 clusters Score -39815.48 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39986.773438 Penalty: 1950.459839
	Iteration 1F: 3 clusters Score -39986.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40068.347656 Penalty: 1950.459839
	Iteration 2F: 3 clusters Score -40068.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40119.953125 Penalty: 1950.459839
	Iteration 3Q: 3 clusters Score -40119.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40146.195312 Penalty: 1950.459839
	Iteration 4Q: 3 clusters Score -40146.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40176.027344 Penalty: 1950.459839
	Iteration 5Q: 3 clusters Score -40176.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40199.246094 Penalty: 1950.459839
	Iteration 6Q: 3 clusters Score -40199.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40208.855469 Penalty: 1950.459839
	Iteration 7Q: 3 clusters Score -40208.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40213.921875 Penalty: 1950.459839
	Iteration 8Q: 3 clusters Score -40213.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40226.546875 Penalty: 1950.459839
	Iteration 9Q: 3 clusters Score -40226.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40235.933594 Penalty: 1950.459839
	Iteration 10Q: 3 clusters Score -40235.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40239.867188 Penalty: 1950.459839
	Iteration 11Q: 3 clusters Score -40239.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40244.734375 Penalty: 1950.459839
	Iteration 12Q: 3 clusters Score -40244.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40251.613281 Penalty: 1950.459839
	Iteration 13Q: 3 clusters Score -40251.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40256.503906 Penalty: 1950.459839
	Iteration 14Q: 3 clusters Score -40256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40260.882812 Penalty: 1950.459839
	Iteration 15Q: 3 clusters Score -40260.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40260.882812 Penalty: 1950.459839
	Iteration 16F: 3 clusters Score -40260.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -215398.359375 Penalty: 1233.267090
	Iteration 0F: 2 clusters Score -215398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -213270.671875 Penalty: 2466.534180
	Iteration 0F: 3 clusters Score -213270.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -213738.812500 Penalty: 2466.534180
	Iteration 1F: 3 clusters Score -213738.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -213938.546875 Penalty: 2466.534180
	Iteration 2F: 3 clusters Score -213938.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -214254.546875 Penalty: 2466.534180
	Iteration 3F: 3 clusters Score -214254.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -214624.453125 Penalty: 2466.534180
	Iteration 4F: 3 clusters Score -214624.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -214880.515625 Penalty: 2466.534180
	Iteration 5F: 3 clusters Score -214880.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -215016.000000 Penalty: 2466.534180
	Iteration 6F: 3 clusters Score -215016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -215071.531250 Penalty: 2466.534180
	Iteration 7Q: 3 clusters Score -215071.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -215105.875000 Penalty: 2466.534180
	Iteration 8Q: 3 clusters Score -215105.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -215131.125000 Penalty: 2466.534180
	Iteration 9Q: 3 clusters Score -215131.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -215141.328125 Penalty: 2466.534180
	Iteration 10Q: 3 clusters Score -215141.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -215144.500000 Penalty: 2466.534180
	Iteration 11Q: 3 clusters Score -215144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -215148.796875 Penalty: 2466.534180
	Iteration 12Q: 3 clusters Score -215148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -215150.812500 Penalty: 2466.534180
	Iteration 13Q: 3 clusters Score -215150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -215153.109375 Penalty: 2466.534180
	Iteration 14Q: 3 clusters Score -215153.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -215154.140625 Penalty: 2466.534180
	Iteration 15Q: 3 clusters Score -215154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -215155.812500 Penalty: 2466.534180
	Iteration 16Q: 3 clusters Score -215155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -215156.781250 Penalty: 2466.534180
	Iteration 17Q: 3 clusters Score -215156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -215157.546875 Penalty: 2466.534180
	Iteration 18Q: 3 clusters Score -215157.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -215158.625000 Penalty: 2466.534180
	Iteration 19Q: 3 clusters Score -215158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -215159.375000 Penalty: 2466.534180
	Iteration 20F: 3 clusters Score -215159.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -215162.468750 Penalty: 2466.534180
	Iteration 21Q: 3 clusters Score -215162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -215163.390625 Penalty: 2466.534180
	Iteration 22Q: 3 clusters Score -215163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -215164.437500 Penalty: 2466.534180
	Iteration 23Q: 3 clusters Score -215164.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -215164.437500 Penalty: 2466.534180
	Iteration 24F: 3 clusters Score -215164.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (82601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Entering Unmasked Estep 
Score: -9680270.000000 Penalty: 1839.788818
	Iteration 0F: 2 clusters Score -9680270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -9625732.000000 Penalty: 3679.577637
	Iteration 0F: 3 clusters Score -9625732 nChanged 39342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -9647890.000000 Penalty: 3679.577637
	Iteration 1F: 3 clusters Score -9647890 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -9648314.000000 Penalty: 3679.577637
	Iteration 2Q: 3 clusters Score -9648314 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -9648704.000000 Penalty: 3679.577637
	Iteration 3Q: 3 clusters Score -9648704 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -9649291.000000 Penalty: 3679.577637
	Iteration 4Q: 3 clusters Score -9649291 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -9650303.000000 Penalty: 3679.577637
	Iteration 5Q: 3 clusters Score -9650303 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -9652165.000000 Penalty: 3679.577637
	Iteration 6Q: 3 clusters Score -9652165 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -9655648.000000 Penalty: 3679.577637
	Iteration 7F: 3 clusters Score -9655648 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -9661872.000000 Penalty: 3679.577637
	Iteration 8F: 3 clusters Score -9661872 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -9669729.000000 Penalty: 3679.577637
	Iteration 9F: 3 clusters Score -9669729 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -9675603.000000 Penalty: 3679.577637
	Iteration 10F: 3 clusters Score -9675603 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9677853.000000 Penalty: 3679.577637
	Iteration 11Q: 3 clusters Score -9677853 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9678348.000000 Penalty: 3679.577637
	Iteration 12Q: 3 clusters Score -9678348 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9678504.000000 Penalty: 3679.577637
	Iteration 13Q: 3 clusters Score -9678504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9678570.000000 Penalty: 3679.577637
	Iteration 14Q: 3 clusters Score -9678570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9678615.000000 Penalty: 3679.577637
	Iteration 15Q: 3 clusters Score -9678615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9678628.000000 Penalty: 3679.577637
	Iteration 16Q: 3 clusters Score -9678628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9678643.000000 Penalty: 3679.577637
	Iteration 17Q: 3 clusters Score -9678643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9678651.000000 Penalty: 3679.577637
	Iteration 18Q: 3 clusters Score -9678651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9678651.000000 Penalty: 3679.577637
	Iteration 19Q: 3 clusters Score -9678651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9678651.000000 Penalty: 3679.577637
	Iteration 20F: 3 clusters Score -9678651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9678659.000000 Penalty: 3679.577637
	Iteration 21Q: 3 clusters Score -9678659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9678659.000000 Penalty: 3679.577637
	Iteration 22Q: 3 clusters Score -9678659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9678660.000000 Penalty: 3679.577637
	Iteration 23Q: 3 clusters Score -9678660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9678663.000000 Penalty: 3679.577637
	Iteration 24Q: 3 clusters Score -9678663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9678675.000000 Penalty: 3679.577637
	Iteration 25Q: 3 clusters Score -9678675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82457 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9678665.000000 Penalty: 3679.577637
	Iteration 26Q: 3 clusters Score -9678665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9678665.000000 Penalty: 3679.577637
	Iteration 27Q: 3 clusters Score -9678665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9678666.000000 Penalty: 3679.577637
	Iteration 28Q: 3 clusters Score -9678666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9678666.000000 Penalty: 3679.577637
	Iteration 29F: 3 clusters Score -9678666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -28344.207031 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -28344.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27492.857422 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -27492.86 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27627.998047 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -27628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27664.722656 Penalty: 1833.619873
	Iteration 2F: 3 clusters Score -27664.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27689.095703 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -27689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27713.138672 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -27713.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27729.460938 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -27729.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27739.632812 Penalty: 1833.619873
	Iteration 6Q: 3 clusters Score -27739.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27749.839844 Penalty: 1833.619873
	Iteration 7Q: 3 clusters Score -27749.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27752.007812 Penalty: 1833.619873
	Iteration 8Q: 3 clusters Score -27752.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27752.007812 Penalty: 1833.619873
	Iteration 9F: 3 clusters Score -27752.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Entering Unmasked Estep 
Score: -617089.437500 Penalty: 1396.760498
	Iteration 0F: 2 clusters Score -617089.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -612815.375000 Penalty: 2793.520996
	Iteration 0F: 3 clusters Score -612815.4 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -614113.250000 Penalty: 2793.520996
	Iteration 1F: 3 clusters Score -614113.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -614329.187500 Penalty: 2793.520996
	Iteration 2F: 3 clusters Score -614329.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -614509.937500 Penalty: 2793.520996
	Iteration 3F: 3 clusters Score -614509.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -614685.312500 Penalty: 2793.520996
	Iteration 4Q: 3 clusters Score -614685.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -614885.312500 Penalty: 2793.520996
	Iteration 5Q: 3 clusters Score -614885.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -615095.750000 Penalty: 2793.520996
	Iteration 6Q: 3 clusters Score -615095.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -615292.937500 Penalty: 2793.520996
	Iteration 7Q: 3 clusters Score -615292.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -615506.812500 Penalty: 2793.520996
	Iteration 8Q: 3 clusters Score -615506.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -615760.312500 Penalty: 2793.520996
	Iteration 9Q: 3 clusters Score -615760.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -616102.937500 Penalty: 2793.520996
	Iteration 10F: 3 clusters Score -616102.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -616546.062500 Penalty: 2793.520996
	Iteration 11F: 3 clusters Score -616546.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -616895.062500 Penalty: 2793.520996
	Iteration 12Q: 3 clusters Score -616895.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -617085.750000 Penalty: 2793.520996
	Iteration 13Q: 3 clusters Score -617085.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -617195.937500 Penalty: 2793.520996
	Iteration 14Q: 3 clusters Score -617195.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -617262.250000 Penalty: 2793.520996
	Iteration 15Q: 3 clusters Score -617262.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -617299.187500 Penalty: 2793.520996
	Iteration 16Q: 3 clusters Score -617299.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -617324.625000 Penalty: 2793.520996
	Iteration 17Q: 3 clusters Score -617324.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -617341.875000 Penalty: 2793.520996
	Iteration 18Q: 3 clusters Score -617341.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -617361.875000 Penalty: 2793.520996
	Iteration 19Q: 3 clusters Score -617361.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -617373.250000 Penalty: 2793.520996
	Iteration 20F: 3 clusters Score -617373.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -617380.250000 Penalty: 2793.520996
	Iteration 21Q: 3 clusters Score -617380.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -617385.000000 Penalty: 2793.520996
	Iteration 22Q: 3 clusters Score -617385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -617390.437500 Penalty: 2793.520996
	Iteration 23Q: 3 clusters Score -617390.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -617394.187500 Penalty: 2793.520996
	Iteration 24Q: 3 clusters Score -617394.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -617397.937500 Penalty: 2793.520996
	Iteration 25Q: 3 clusters Score -617397.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -617403.250000 Penalty: 2793.520996
	Iteration 26Q: 3 clusters Score -617403.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -617407.250000 Penalty: 2793.520996
	Iteration 27Q: 3 clusters Score -617407.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -617410.875000 Penalty: 2793.520996
	Iteration 28Q: 3 clusters Score -617410.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -617414.500000 Penalty: 2793.520996
	Iteration 29Q: 3 clusters Score -617414.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -617416.187500 Penalty: 2793.520996
	Iteration 30Q: 3 clusters Score -617416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -617419.125000 Penalty: 2793.520996
	Iteration 31Q: 3 clusters Score -617419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -617419.375000 Penalty: 2793.520996
	Iteration 32Q: 3 clusters Score -617419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -617419.187500 Penalty: 2793.520996
	Iteration 33Q: 3 clusters Score -617419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -617419.937500 Penalty: 2793.520996
	Iteration 34Q: 3 clusters Score -617419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -617419.812500 Penalty: 2793.520996
	Iteration 35Q: 3 clusters Score -617419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -617420.062500 Penalty: 2793.520996
	Iteration 36Q: 3 clusters Score -617420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -617420.062500 Penalty: 2793.520996
	Iteration 37F: 3 clusters Score -617420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 112111 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34630 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89016 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130625 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63077 members 
Mstep: Class 14 contains 14065 members 
Mstep: Class 15 contains 28870 members 
Mstep: Class 16 contains 60166 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82601 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 2360 members 
Mstep: Class 22 contains 82009 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 3047 members 
Entering Unmasked Estep 
Score: -86209736.000000 Penalty: 57207.613281
Splitting cluster 21 changes total score from -86210336.000000 to -86209736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (82009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82009 members 
Entering Unmasked Estep 
Score: -9496152.000000 Penalty: 1838.619995
	Iteration 0F: 2 clusters Score -9496152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -9441825.000000 Penalty: 3677.239990
	Iteration 0F: 3 clusters Score -9441825 nChanged 39025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -9464835.000000 Penalty: 3677.239990
	Iteration 1F: 3 clusters Score -9464835 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -9465863.000000 Penalty: 3677.239990
	Iteration 2Q: 3 clusters Score -9465863 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -9467485.000000 Penalty: 3677.239990
	Iteration 3Q: 3 clusters Score -9467485 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -9470111.000000 Penalty: 3677.239990
	Iteration 4F: 3 clusters Score -9470111 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -9474171.000000 Penalty: 3677.239990
	Iteration 5F: 3 clusters Score -9474171 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -9479804.000000 Penalty: 3677.239990
	Iteration 6F: 3 clusters Score -9479804 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -9485924.000000 Penalty: 3677.239990
	Iteration 7F: 3 clusters Score -9485924 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -9490713.000000 Penalty: 3677.239990
	Iteration 8F: 3 clusters Score -9490713 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 80238 members 
Entering Unmasked Estep 
Score: -9493159.000000 Penalty: 3677.239990
	Iteration 9Q: 3 clusters Score -9493159 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 81348 members 
Entering Unmasked Estep 
Score: -9493972.000000 Penalty: 3677.239990
	Iteration 10Q: 3 clusters Score -9493972 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 81718 members 
Entering Unmasked Estep 
Score: -9494293.000000 Penalty: 3677.239990
	Iteration 11Q: 3 clusters Score -9494293 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -9494372.000000 Penalty: 3677.239990
	Iteration 12Q: 3 clusters Score -9494372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -9494421.000000 Penalty: 3677.239990
	Iteration 13Q: 3 clusters Score -9494421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -9494442.000000 Penalty: 3677.239990
	Iteration 14Q: 3 clusters Score -9494442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -9494451.000000 Penalty: 3677.239990
	Iteration 15Q: 3 clusters Score -9494451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 81863 members 
Entering Unmasked Estep 
Score: -9494468.000000 Penalty: 3677.239990
	Iteration 16Q: 3 clusters Score -9494468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -9494476.000000 Penalty: 3677.239990
	Iteration 17Q: 3 clusters Score -9494476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -9494474.000000 Penalty: 3677.239990
	Iteration 18Q: 3 clusters Score -9494474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -9494475.000000 Penalty: 3677.239990
	Iteration 19Q: 3 clusters Score -9494475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -9494479.000000 Penalty: 3677.239990
	Iteration 20F: 3 clusters Score -9494479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -112280.203125 Penalty: 1119.061401
	Iteration 0F: 2 clusters Score -112280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -110823.726562 Penalty: 2238.122803
	Iteration 0F: 3 clusters Score -110823.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111077.578125 Penalty: 2238.122803
	Iteration 1F: 3 clusters Score -111077.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111143.250000 Penalty: 2238.122803
	Iteration 2F: 3 clusters Score -111143.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111164.015625 Penalty: 2238.122803
	Iteration 3Q: 3 clusters Score -111164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111177.992188 Penalty: 2238.122803
	Iteration 4Q: 3 clusters Score -111178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111186.640625 Penalty: 2238.122803
	Iteration 5Q: 3 clusters Score -111186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111195.718750 Penalty: 2238.122803
	Iteration 6Q: 3 clusters Score -111195.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111202.578125 Penalty: 2238.122803
	Iteration 7Q: 3 clusters Score -111202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111205.617188 Penalty: 2238.122803
	Iteration 8Q: 3 clusters Score -111205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111207.945312 Penalty: 2238.122803
	Iteration 9Q: 3 clusters Score -111207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111208.796875 Penalty: 2238.122803
	Iteration 10Q: 3 clusters Score -111208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111210.179688 Penalty: 2238.122803
	Iteration 11Q: 3 clusters Score -111210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111210.757812 Penalty: 2238.122803
	Iteration 12Q: 3 clusters Score -111210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111210.757812 Penalty: 2238.122803
	Iteration 13F: 3 clusters Score -111210.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Entering Unmasked Estep 
Score: -1323426.875000 Penalty: 1520.209106
	Iteration 0F: 2 clusters Score -1323427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1315270.125000 Penalty: 3040.418213
	Iteration 0F: 3 clusters Score -1315270 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1317970.750000 Penalty: 3040.418213
	Iteration 1F: 3 clusters Score -1317971 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1318311.000000 Penalty: 3040.418213
	Iteration 2F: 3 clusters Score -1318311 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1318739.875000 Penalty: 3040.418213
	Iteration 3F: 3 clusters Score -1318740 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1319243.625000 Penalty: 3040.418213
	Iteration 4F: 3 clusters Score -1319244 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1319808.375000 Penalty: 3040.418213
	Iteration 5F: 3 clusters Score -1319808 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1320389.625000 Penalty: 3040.418213
	Iteration 6F: 3 clusters Score -1320390 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1320912.000000 Penalty: 3040.418213
	Iteration 7F: 3 clusters Score -1320912 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1321340.500000 Penalty: 3040.418213
	Iteration 8Q: 3 clusters Score -1321340 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1321630.875000 Penalty: 3040.418213
	Iteration 9Q: 3 clusters Score -1321631 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1321807.875000 Penalty: 3040.418213
	Iteration 10Q: 3 clusters Score -1321808 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1321925.500000 Penalty: 3040.418213
	Iteration 11Q: 3 clusters Score -1321926 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1322026.750000 Penalty: 3040.418213
	Iteration 12Q: 3 clusters Score -1322027 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1322098.750000 Penalty: 3040.418213
	Iteration 13Q: 3 clusters Score -1322099 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1322139.750000 Penalty: 3040.418213
	Iteration 14Q: 3 clusters Score -1322140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1322176.500000 Penalty: 3040.418213
	Iteration 15Q: 3 clusters Score -1322176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1322206.625000 Penalty: 3040.418213
	Iteration 16Q: 3 clusters Score -1322207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1322229.875000 Penalty: 3040.418213
	Iteration 17Q: 3 clusters Score -1322230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1322240.125000 Penalty: 3040.418213
	Iteration 18Q: 3 clusters Score -1322240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1322253.125000 Penalty: 3040.418213
	Iteration 19Q: 3 clusters Score -1322253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1322263.625000 Penalty: 3040.418213
	Iteration 20F: 3 clusters Score -1322264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1322272.375000 Penalty: 3040.418213
	Iteration 21Q: 3 clusters Score -1322272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1322282.375000 Penalty: 3040.418213
	Iteration 22Q: 3 clusters Score -1322282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1322288.000000 Penalty: 3040.418213
	Iteration 23Q: 3 clusters Score -1322288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1322290.375000 Penalty: 3040.418213
	Iteration 24Q: 3 clusters Score -1322290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1322291.375000 Penalty: 3040.418213
	Iteration 25Q: 3 clusters Score -1322291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1322295.375000 Penalty: 3040.418213
	Iteration 26Q: 3 clusters Score -1322295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1322298.625000 Penalty: 3040.418213
	Iteration 27Q: 3 clusters Score -1322299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1322301.625000 Penalty: 3040.418213
	Iteration 28Q: 3 clusters Score -1322302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1322303.125000 Penalty: 3040.418213
	Iteration 29Q: 3 clusters Score -1322303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1322302.000000 Penalty: 3040.418213
	Iteration 30Q: 3 clusters Score -1322302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1322302.375000 Penalty: 3040.418213
	Iteration 31Q: 3 clusters Score -1322302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1322302.375000 Penalty: 3040.418213
	Iteration 32F: 3 clusters Score -1322302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -615866.125000 Penalty: 1407.881836
	Iteration 0F: 2 clusters Score -615866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -611419.625000 Penalty: 2815.763672
	Iteration 0F: 3 clusters Score -611419.6 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -612960.312500 Penalty: 2815.763672
	Iteration 1F: 3 clusters Score -612960.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -613457.375000 Penalty: 2815.763672
	Iteration 2F: 3 clusters Score -613457.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -614036.750000 Penalty: 2815.763672
	Iteration 3F: 3 clusters Score -614036.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -614604.187500 Penalty: 2815.763672
	Iteration 4F: 3 clusters Score -614604.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -614934.562500 Penalty: 2815.763672
	Iteration 5F: 3 clusters Score -614934.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -615079.250000 Penalty: 2815.763672
	Iteration 6Q: 3 clusters Score -615079.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -615137.312500 Penalty: 2815.763672
	Iteration 7Q: 3 clusters Score -615137.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -615170.250000 Penalty: 2815.763672
	Iteration 8Q: 3 clusters Score -615170.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -615194.250000 Penalty: 2815.763672
	Iteration 9Q: 3 clusters Score -615194.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -615206.687500 Penalty: 2815.763672
	Iteration 10Q: 3 clusters Score -615206.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -615217.062500 Penalty: 2815.763672
	Iteration 11Q: 3 clusters Score -615217.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -615224.375000 Penalty: 2815.763672
	Iteration 12Q: 3 clusters Score -615224.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -615230.500000 Penalty: 2815.763672
	Iteration 13Q: 3 clusters Score -615230.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -615236.375000 Penalty: 2815.763672
	Iteration 14Q: 3 clusters Score -615236.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -615238.187500 Penalty: 2815.763672
	Iteration 15Q: 3 clusters Score -615238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -615240.437500 Penalty: 2815.763672
	Iteration 16Q: 3 clusters Score -615240.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -615240.375000 Penalty: 2815.763672
	Iteration 17Q: 3 clusters Score -615240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -615241.875000 Penalty: 2815.763672
	Iteration 18Q: 3 clusters Score -615241.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -615242.937500 Penalty: 2815.763672
	Iteration 19Q: 3 clusters Score -615242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -615243.250000 Penalty: 2815.763672
	Iteration 20F: 3 clusters Score -615243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 112111 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34630 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89016 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3687 members 
Mstep: Class 11 contains 130625 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63077 members 
Mstep: Class 14 contains 14065 members 
Mstep: Class 15 contains 28870 members 
Mstep: Class 16 contains 60166 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82601 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 82009 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210328.000000 Penalty: 55007.320312
Iteration 239Q: 26 clusters Score -8.621033e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 112102 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34630 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89018 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 130636 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63078 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28872 members 
Mstep: Class 16 contains 60177 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82595 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 82001 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210392.000000 Penalty: 55007.320312
Iteration 240F: 26 clusters Score -8.621039e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 112092 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34627 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89008 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 130646 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63079 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28873 members 
Mstep: Class 16 contains 60205 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82584 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 81995 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210392.000000 Penalty: 55007.320312
Iteration 241Q: 26 clusters Score -8.621039e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 112082 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34628 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88997 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 130658 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63078 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28874 members 
Mstep: Class 16 contains 60230 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82576 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 81986 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210368.000000 Penalty: 55007.320312
Iteration 242Q: 26 clusters Score -8.621037e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 112083 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34630 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88992 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 130668 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63073 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28875 members 
Mstep: Class 16 contains 60239 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82565 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 81981 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210392.000000 Penalty: 55007.320312
Iteration 243Q: 26 clusters Score -8.621039e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 112077 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34631 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5676 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88985 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 130677 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63073 members 
Mstep: Class 14 contains 14064 members 
Mstep: Class 15 contains 28875 members 
Mstep: Class 16 contains 60261 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82555 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 81969 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210440.000000 Penalty: 55007.320312
Iteration 244Q: 26 clusters Score -8.621044e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 112071 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34632 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88973 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 130688 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63072 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28877 members 
Mstep: Class 16 contains 60282 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82546 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 81967 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210328.000000 Penalty: 55007.320312
Iteration 245Q: 26 clusters Score -8.621033e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 112065 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34631 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88968 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 130702 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63072 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28879 members 
Mstep: Class 16 contains 60302 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82531 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 81957 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210336.000000 Penalty: 55007.320312
Iteration 246Q: 26 clusters Score -8.621034e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 112055 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34633 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5676 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88961 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3686 members 
Mstep: Class 11 contains 130714 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63070 members 
Mstep: Class 14 contains 14062 members 
Mstep: Class 15 contains 28879 members 
Mstep: Class 16 contains 60333 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82513 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 81948 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210392.000000 Penalty: 55007.320312
Iteration 247Q: 26 clusters Score -8.621039e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 112055 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34635 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88954 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3685 members 
Mstep: Class 11 contains 130717 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63067 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28883 members 
Mstep: Class 16 contains 60357 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82493 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 81948 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210368.000000 Penalty: 55007.320312
Iteration 248Q: 26 clusters Score -8.621037e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 112046 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34638 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88958 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3685 members 
Mstep: Class 11 contains 130724 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63065 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 60374 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82478 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 81937 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210360.000000 Penalty: 55007.320312
Iteration 249Q: 26 clusters Score -8.621036e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 112027 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34639 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88960 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 130730 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63065 members 
Mstep: Class 14 contains 14068 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 60399 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82468 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 81932 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210416.000000 Penalty: 55007.320312
Iteration 250Q: 26 clusters Score -8.621042e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 112018 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34635 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88965 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 130728 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63062 members 
Mstep: Class 14 contains 14070 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 60429 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82450 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 81931 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210424.000000 Penalty: 55007.320312
Iteration 251Q: 26 clusters Score -8.621042e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 112000 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34631 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88973 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3683 members 
Mstep: Class 11 contains 130737 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63058 members 
Mstep: Class 14 contains 14070 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 60455 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82437 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 81926 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210288.000000 Penalty: 55007.320312
Iteration 252Q: 26 clusters Score -8.621029e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 111986 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34635 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88978 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 130749 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63051 members 
Mstep: Class 14 contains 14070 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 60483 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82420 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 81915 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210256.000000 Penalty: 55007.320312
Iteration 253Q: 26 clusters Score -8.621026e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 111978 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34639 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88980 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 130756 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63046 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 28892 members 
Mstep: Class 16 contains 60499 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82410 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 81912 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210160.000000 Penalty: 55007.320312
Iteration 254Q: 26 clusters Score -8.621016e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 111974 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34640 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88978 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 130767 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63036 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28891 members 
Mstep: Class 16 contains 60522 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82398 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 81909 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210184.000000 Penalty: 55007.320312
Iteration 255Q: 26 clusters Score -8.621018e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 111965 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34642 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88978 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 130777 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63025 members 
Mstep: Class 14 contains 14065 members 
Mstep: Class 15 contains 28893 members 
Mstep: Class 16 contains 60544 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82384 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 81907 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210168.000000 Penalty: 55007.320312
Iteration 256Q: 26 clusters Score -8.621017e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 111955 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34645 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88988 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 130790 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 63009 members 
Mstep: Class 14 contains 14062 members 
Mstep: Class 15 contains 28892 members 
Mstep: Class 16 contains 60559 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 82375 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 81904 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210168.000000 Penalty: 55007.320312
Iteration 257Q: 26 clusters Score -8.621017e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 111940 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34642 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89007 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 130804 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62995 members 
Mstep: Class 14 contains 14061 members 
Mstep: Class 15 contains 28893 members 
Mstep: Class 16 contains 60571 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82369 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 81901 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210280.000000 Penalty: 55007.320312
Iteration 258Q: 26 clusters Score -8.621028e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 111927 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34639 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89019 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 130814 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62984 members 
Mstep: Class 14 contains 14060 members 
Mstep: Class 15 contains 28893 members 
Mstep: Class 16 contains 60604 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82358 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5405 members 
Mstep: Class 22 contains 81888 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210264.000000 Penalty: 55007.320312
Iteration 259Q: 26 clusters Score -8.621026e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 111925 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34639 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89019 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 130831 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62977 members 
Mstep: Class 14 contains 14061 members 
Mstep: Class 15 contains 28894 members 
Mstep: Class 16 contains 60622 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82342 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 81879 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210240.000000 Penalty: 55007.320312
Iteration 260F: 26 clusters Score -8.621024e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 111926 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34640 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89016 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 130851 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62972 members 
Mstep: Class 14 contains 14058 members 
Mstep: Class 15 contains 28894 members 
Mstep: Class 16 contains 60635 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82325 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 81878 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210272.000000 Penalty: 55007.320312
Iteration 261Q: 26 clusters Score -8.621027e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 111913 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34643 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89016 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 130875 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62961 members 
Mstep: Class 14 contains 14056 members 
Mstep: Class 15 contains 28894 members 
Mstep: Class 16 contains 60650 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82315 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 81877 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210296.000000 Penalty: 55007.320312
Iteration 262Q: 26 clusters Score -8.62103e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 111894 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34642 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89004 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 130897 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62954 members 
Mstep: Class 14 contains 14051 members 
Mstep: Class 15 contains 28894 members 
Mstep: Class 16 contains 60687 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82307 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 81871 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210344.000000 Penalty: 55007.320312
Iteration 263Q: 26 clusters Score -8.621034e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 111881 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34645 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88986 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 130908 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62950 members 
Mstep: Class 14 contains 14048 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 60725 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82293 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 81866 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210528.000000 Penalty: 55007.320312
Iteration 264Q: 26 clusters Score -8.621053e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 111871 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34649 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88970 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 130916 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62950 members 
Mstep: Class 14 contains 14049 members 
Mstep: Class 15 contains 28898 members 
Mstep: Class 16 contains 60754 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82270 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 81867 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210424.000000 Penalty: 55007.320312
Iteration 265Q: 26 clusters Score -8.621042e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 111875 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34647 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5676 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88957 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 130924 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62947 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 28898 members 
Mstep: Class 16 contains 60782 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82246 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 81863 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210440.000000 Penalty: 55007.320312
Iteration 266Q: 26 clusters Score -8.621044e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 111882 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34648 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88957 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 130923 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62942 members 
Mstep: Class 14 contains 14049 members 
Mstep: Class 15 contains 28898 members 
Mstep: Class 16 contains 60806 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82221 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 81864 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210568.000000 Penalty: 55007.320312
Iteration 267Q: 26 clusters Score -8.621057e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 111888 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34649 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 5676 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88953 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 130932 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62936 members 
Mstep: Class 14 contains 14049 members 
Mstep: Class 15 contains 28898 members 
Mstep: Class 16 contains 60826 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82195 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 81862 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210552.000000 Penalty: 55007.320312
Iteration 268Q: 26 clusters Score -8.621055e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 111884 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34647 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 5676 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88953 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 130947 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62930 members 
Mstep: Class 14 contains 14049 members 
Mstep: Class 15 contains 28898 members 
Mstep: Class 16 contains 60849 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82174 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 81859 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210656.000000 Penalty: 55007.320312
Iteration 269Q: 26 clusters Score -8.621066e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 111872 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34642 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88953 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 130962 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62928 members 
Mstep: Class 14 contains 14049 members 
Mstep: Class 15 contains 28900 members 
Mstep: Class 16 contains 60869 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82157 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 81864 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210608.000000 Penalty: 55007.320312
Iteration 270Q: 26 clusters Score -8.621061e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 111866 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34639 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88952 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 130980 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62924 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 28900 members 
Mstep: Class 16 contains 60896 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82129 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 81859 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210640.000000 Penalty: 55007.320312
Iteration 271Q: 26 clusters Score -8.621064e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 111877 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34640 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88955 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 130999 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62919 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 28904 members 
Mstep: Class 16 contains 60897 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82101 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 81854 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210680.000000 Penalty: 55007.320312
Iteration 272Q: 26 clusters Score -8.621068e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 111880 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34642 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5676 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88961 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 131014 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62915 members 
Mstep: Class 14 contains 14052 members 
Mstep: Class 15 contains 28906 members 
Mstep: Class 16 contains 60889 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 82081 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 81855 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210720.000000 Penalty: 55007.320312
Iteration 273Q: 26 clusters Score -8.621072e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 111878 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34643 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88970 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 131027 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62908 members 
Mstep: Class 14 contains 14051 members 
Mstep: Class 15 contains 28908 members 
Mstep: Class 16 contains 60900 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 82053 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 81854 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210688.000000 Penalty: 55007.320312
Iteration 274Q: 26 clusters Score -8.621069e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 111884 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34643 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88976 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3676 members 
Mstep: Class 11 contains 131043 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62898 members 
Mstep: Class 14 contains 14051 members 
Mstep: Class 15 contains 28908 members 
Mstep: Class 16 contains 60912 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 82029 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 81855 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210720.000000 Penalty: 55007.320312
Iteration 275Q: 26 clusters Score -8.621072e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 111867 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34644 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88981 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3675 members 
Mstep: Class 11 contains 131063 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62886 members 
Mstep: Class 14 contains 14052 members 
Mstep: Class 15 contains 28909 members 
Mstep: Class 16 contains 60928 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 82011 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 81858 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210688.000000 Penalty: 55007.320312
Iteration 276Q: 26 clusters Score -8.621069e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 111857 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34647 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88979 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131077 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62878 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 28909 members 
Mstep: Class 16 contains 60950 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81994 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 81858 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210760.000000 Penalty: 55007.320312
Iteration 277Q: 26 clusters Score -8.621076e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 111845 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34650 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88972 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131099 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62872 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 28910 members 
Mstep: Class 16 contains 60972 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81978 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 81858 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210816.000000 Penalty: 55007.320312
Iteration 278Q: 26 clusters Score -8.621082e+07 nChanged 182
Entering ConstructFrom: 
Score: -86210816.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (15955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Entering Unmasked Estep 
Score: -1852552.875000 Penalty: 1572.598267
	Iteration 0F: 2 clusters Score -1852553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1841517.750000 Penalty: 3145.196533
	Iteration 0F: 3 clusters Score -1841518 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1845285.250000 Penalty: 3145.196533
	Iteration 1F: 3 clusters Score -1845285 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1845545.625000 Penalty: 3145.196533
	Iteration 2Q: 3 clusters Score -1845546 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1845784.500000 Penalty: 3145.196533
	Iteration 3Q: 3 clusters Score -1845784 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1846014.625000 Penalty: 3145.196533
	Iteration 4Q: 3 clusters Score -1846015 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1846241.250000 Penalty: 3145.196533
	Iteration 5Q: 3 clusters Score -1846241 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1846448.500000 Penalty: 3145.196533
	Iteration 6Q: 3 clusters Score -1846448 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1846702.375000 Penalty: 3145.196533
	Iteration 7Q: 3 clusters Score -1846702 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1847057.125000 Penalty: 3145.196533
	Iteration 8Q: 3 clusters Score -1847057 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1847480.125000 Penalty: 3145.196533
	Iteration 9Q: 3 clusters Score -1847480 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1848011.750000 Penalty: 3145.196533
	Iteration 10F: 3 clusters Score -1848012 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1848601.625000 Penalty: 3145.196533
	Iteration 11F: 3 clusters Score -1848602 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1849181.125000 Penalty: 3145.196533
	Iteration 12F: 3 clusters Score -1849181 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1849515.375000 Penalty: 3145.196533
	Iteration 13Q: 3 clusters Score -1849515 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1849666.375000 Penalty: 3145.196533
	Iteration 14Q: 3 clusters Score -1849666 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1849747.375000 Penalty: 3145.196533
	Iteration 15Q: 3 clusters Score -1849747 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1849812.250000 Penalty: 3145.196533
	Iteration 16Q: 3 clusters Score -1849812 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1849850.125000 Penalty: 3145.196533
	Iteration 17Q: 3 clusters Score -1849850 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1849875.500000 Penalty: 3145.196533
	Iteration 18Q: 3 clusters Score -1849876 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1849900.250000 Penalty: 3145.196533
	Iteration 19Q: 3 clusters Score -1849900 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1849919.000000 Penalty: 3145.196533
	Iteration 20F: 3 clusters Score -1849919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1849942.000000 Penalty: 3145.196533
	Iteration 21Q: 3 clusters Score -1849942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1849954.875000 Penalty: 3145.196533
	Iteration 22Q: 3 clusters Score -1849955 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1849962.625000 Penalty: 3145.196533
	Iteration 23Q: 3 clusters Score -1849963 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1849977.875000 Penalty: 3145.196533
	Iteration 24Q: 3 clusters Score -1849978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1849982.875000 Penalty: 3145.196533
	Iteration 25Q: 3 clusters Score -1849983 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1849984.375000 Penalty: 3145.196533
	Iteration 26Q: 3 clusters Score -1849984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1849988.500000 Penalty: 3145.196533
	Iteration 27Q: 3 clusters Score -1849988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1849994.000000 Penalty: 3145.196533
	Iteration 28Q: 3 clusters Score -1849994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1850004.375000 Penalty: 3145.196533
	Iteration 29Q: 3 clusters Score -1850004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1850004.250000 Penalty: 3145.196533
	Iteration 30Q: 3 clusters Score -1850004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1850015.125000 Penalty: 3145.196533
	Iteration 31Q: 3 clusters Score -1850015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1850022.625000 Penalty: 3145.196533
	Iteration 32Q: 3 clusters Score -1850023 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1850029.250000 Penalty: 3145.196533
	Iteration 33Q: 3 clusters Score -1850029 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1850051.750000 Penalty: 3145.196533
	Iteration 34Q: 3 clusters Score -1850052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1850085.000000 Penalty: 3145.196533
	Iteration 35Q: 3 clusters Score -1850085 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1850110.125000 Penalty: 3145.196533
	Iteration 36Q: 3 clusters Score -1850110 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1850148.500000 Penalty: 3145.196533
	Iteration 37Q: 3 clusters Score -1850148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1850188.000000 Penalty: 3145.196533
	Iteration 38Q: 3 clusters Score -1850188 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1850222.875000 Penalty: 3145.196533
	Iteration 39Q: 3 clusters Score -1850223 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1850260.625000 Penalty: 3145.196533
	Iteration 40F: 3 clusters Score -1850261 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1850320.250000 Penalty: 3145.196533
	Iteration 41Q: 3 clusters Score -1850320 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1850407.375000 Penalty: 3145.196533
	Iteration 42Q: 3 clusters Score -1850407 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1850510.375000 Penalty: 3145.196533
	Iteration 43Q: 3 clusters Score -1850510 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1850646.250000 Penalty: 3145.196533
	Iteration 44Q: 3 clusters Score -1850646 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1850781.625000 Penalty: 3145.196533
	Iteration 45Q: 3 clusters Score -1850782 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1850876.625000 Penalty: 3145.196533
	Iteration 46Q: 3 clusters Score -1850877 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1850957.625000 Penalty: 3145.196533
	Iteration 47Q: 3 clusters Score -1850958 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1851004.250000 Penalty: 3145.196533
	Iteration 48Q: 3 clusters Score -1851004 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1851041.500000 Penalty: 3145.196533
	Iteration 49Q: 3 clusters Score -1851042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1851062.000000 Penalty: 3145.196533
	Iteration 50Q: 3 clusters Score -1851062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1851069.125000 Penalty: 3145.196533
	Iteration 51Q: 3 clusters Score -1851069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1851075.375000 Penalty: 3145.196533
	Iteration 52Q: 3 clusters Score -1851075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1851083.750000 Penalty: 3145.196533
	Iteration 53Q: 3 clusters Score -1851084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1851087.875000 Penalty: 3145.196533
	Iteration 54Q: 3 clusters Score -1851088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1851088.250000 Penalty: 3145.196533
	Iteration 55Q: 3 clusters Score -1851088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1851088.250000 Penalty: 3145.196533
	Iteration 56Q: 3 clusters Score -1851088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1851090.625000 Penalty: 3145.196533
	Iteration 57Q: 3 clusters Score -1851091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1851095.750000 Penalty: 3145.196533
	Iteration 58Q: 3 clusters Score -1851096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1851096.750000 Penalty: 3145.196533
	Iteration 59Q: 3 clusters Score -1851097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1851100.375000 Penalty: 3145.196533
	Iteration 60F: 3 clusters Score -1851100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1851105.125000 Penalty: 3145.196533
	Iteration 61Q: 3 clusters Score -1851105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1851102.875000 Penalty: 3145.196533
	Iteration 62Q: 3 clusters Score -1851103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1851105.750000 Penalty: 3145.196533
	Iteration 63Q: 3 clusters Score -1851106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1851105.750000 Penalty: 3145.196533
	Iteration 64Q: 3 clusters Score -1851106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1851106.125000 Penalty: 3145.196533
	Iteration 65Q: 3 clusters Score -1851106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1851106.750000 Penalty: 3145.196533
	Iteration 66Q: 3 clusters Score -1851107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1851103.375000 Penalty: 3145.196533
	Iteration 67Q: 3 clusters Score -1851103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1851107.125000 Penalty: 3145.196533
	Iteration 68Q: 3 clusters Score -1851107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1851109.500000 Penalty: 3145.196533
	Iteration 69Q: 3 clusters Score -1851110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1851106.875000 Penalty: 3145.196533
	Iteration 70Q: 3 clusters Score -1851107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1851106.375000 Penalty: 3145.196533
	Iteration 71Q: 3 clusters Score -1851106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1851109.375000 Penalty: 3145.196533
	Iteration 72Q: 3 clusters Score -1851109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1851110.125000 Penalty: 3145.196533
	Iteration 73Q: 3 clusters Score -1851110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1851110.250000 Penalty: 3145.196533
	Iteration 74Q: 3 clusters Score -1851110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1851109.500000 Penalty: 3145.196533
	Iteration 75Q: 3 clusters Score -1851110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1851109.500000 Penalty: 3145.196533
	Iteration 76F: 3 clusters Score -1851110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Entering Unmasked Estep 
Score: -13095201.000000 Penalty: 1889.018066
	Iteration 0F: 2 clusters Score -1.30952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -13024304.000000 Penalty: 3778.036133
	Iteration 0F: 3 clusters Score -1.30243e+07 nChanged 53402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -13056120.000000 Penalty: 3778.036133
	Iteration 1F: 3 clusters Score -1.305612e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -13057799.000000 Penalty: 3778.036133
	Iteration 2Q: 3 clusters Score -1.30578e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -13060845.000000 Penalty: 3778.036133
	Iteration 3F: 3 clusters Score -1.306084e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -13066412.000000 Penalty: 3778.036133
	Iteration 4F: 3 clusters Score -1.306641e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90411 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -13074050.000000 Penalty: 3778.036133
	Iteration 5F: 3 clusters Score -1.307405e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99470 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -13082133.000000 Penalty: 3778.036133
	Iteration 6F: 3 clusters Score -1.308213e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -13088933.000000 Penalty: 3778.036133
	Iteration 7F: 3 clusters Score -1.308893e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109238 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -13091849.000000 Penalty: 3778.036133
	Iteration 8Q: 3 clusters Score -1.309185e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13092955.000000 Penalty: 3778.036133
	Iteration 9Q: 3 clusters Score -1.309296e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111149 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13093320.000000 Penalty: 3778.036133
	Iteration 10Q: 3 clusters Score -1.309332e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13093491.000000 Penalty: 3778.036133
	Iteration 11Q: 3 clusters Score -1.309349e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111375 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -13093574.000000 Penalty: 3778.036133
	Iteration 12Q: 3 clusters Score -1.309357e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111403 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -13093633.000000 Penalty: 3778.036133
	Iteration 13Q: 3 clusters Score -1.309363e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13093691.000000 Penalty: 3778.036133
	Iteration 14Q: 3 clusters Score -1.309369e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -13093710.000000 Penalty: 3778.036133
	Iteration 15Q: 3 clusters Score -1.309371e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13093726.000000 Penalty: 3778.036133
	Iteration 16Q: 3 clusters Score -1.309373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13093726.000000 Penalty: 3778.036133
	Iteration 17Q: 3 clusters Score -1.309373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13093727.000000 Penalty: 3778.036133
	Iteration 18Q: 3 clusters Score -1.309373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13093731.000000 Penalty: 3778.036133
	Iteration 19Q: 3 clusters Score -1.309373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111414 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13093740.000000 Penalty: 3778.036133
	Iteration 20F: 3 clusters Score -1.309374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13093745.000000 Penalty: 3778.036133
	Iteration 21Q: 3 clusters Score -1.309374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -13093746.000000 Penalty: 3778.036133
	Iteration 22Q: 3 clusters Score -1.309375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13093758.000000 Penalty: 3778.036133
	Iteration 23Q: 3 clusters Score -1.309376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -13093759.000000 Penalty: 3778.036133
	Iteration 24Q: 3 clusters Score -1.309376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -13093759.000000 Penalty: 3778.036133
	Iteration 25F: 3 clusters Score -1.309376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Entering Unmasked Estep 
Score: -477692.031250 Penalty: 1351.676636
	Iteration 0F: 2 clusters Score -477692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -474279.468750 Penalty: 2703.353271
	Iteration 0F: 3 clusters Score -474279.5 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -475151.125000 Penalty: 2703.353271
	Iteration 1F: 3 clusters Score -475151.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -475288.218750 Penalty: 2703.353271
	Iteration 2F: 3 clusters Score -475288.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -475375.812500 Penalty: 2703.353271
	Iteration 3Q: 3 clusters Score -475375.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -475461.187500 Penalty: 2703.353271
	Iteration 4Q: 3 clusters Score -475461.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -475537.687500 Penalty: 2703.353271
	Iteration 5Q: 3 clusters Score -475537.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -475603.687500 Penalty: 2703.353271
	Iteration 6Q: 3 clusters Score -475603.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -475656.156250 Penalty: 2703.353271
	Iteration 7Q: 3 clusters Score -475656.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -475709.500000 Penalty: 2703.353271
	Iteration 8Q: 3 clusters Score -475709.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -475761.843750 Penalty: 2703.353271
	Iteration 9Q: 3 clusters Score -475761.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -475803.906250 Penalty: 2703.353271
	Iteration 10Q: 3 clusters Score -475803.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -475854.687500 Penalty: 2703.353271
	Iteration 11Q: 3 clusters Score -475854.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -475909.812500 Penalty: 2703.353271
	Iteration 12Q: 3 clusters Score -475909.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -475968.718750 Penalty: 2703.353271
	Iteration 13Q: 3 clusters Score -475968.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -476028.406250 Penalty: 2703.353271
	Iteration 14Q: 3 clusters Score -476028.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -476095.093750 Penalty: 2703.353271
	Iteration 15Q: 3 clusters Score -476095.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -476156.343750 Penalty: 2703.353271
	Iteration 16Q: 3 clusters Score -476156.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -476213.093750 Penalty: 2703.353271
	Iteration 17Q: 3 clusters Score -476213.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -476259.437500 Penalty: 2703.353271
	Iteration 18Q: 3 clusters Score -476259.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -476308.312500 Penalty: 2703.353271
	Iteration 19Q: 3 clusters Score -476308.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -476355.312500 Penalty: 2703.353271
	Iteration 20F: 3 clusters Score -476355.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -476387.125000 Penalty: 2703.353271
	Iteration 21Q: 3 clusters Score -476387.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -476412.687500 Penalty: 2703.353271
	Iteration 22Q: 3 clusters Score -476412.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -476436.406250 Penalty: 2703.353271
	Iteration 23Q: 3 clusters Score -476436.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -476455.031250 Penalty: 2703.353271
	Iteration 24Q: 3 clusters Score -476455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -476479.000000 Penalty: 2703.353271
	Iteration 25Q: 3 clusters Score -476479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -476492.187500 Penalty: 2703.353271
	Iteration 26Q: 3 clusters Score -476492.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -476504.062500 Penalty: 2703.353271
	Iteration 27Q: 3 clusters Score -476504.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -476509.250000 Penalty: 2703.353271
	Iteration 28Q: 3 clusters Score -476509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -476515.968750 Penalty: 2703.353271
	Iteration 29Q: 3 clusters Score -476516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -476524.781250 Penalty: 2703.353271
	Iteration 30Q: 3 clusters Score -476524.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -476533.906250 Penalty: 2703.353271
	Iteration 31Q: 3 clusters Score -476533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -476546.875000 Penalty: 2703.353271
	Iteration 32Q: 3 clusters Score -476546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -476551.250000 Penalty: 2703.353271
	Iteration 33Q: 3 clusters Score -476551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -476559.968750 Penalty: 2703.353271
	Iteration 34Q: 3 clusters Score -476560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -476563.687500 Penalty: 2703.353271
	Iteration 35Q: 3 clusters Score -476563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -476569.843750 Penalty: 2703.353271
	Iteration 36Q: 3 clusters Score -476569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -476574.531250 Penalty: 2703.353271
	Iteration 37Q: 3 clusters Score -476574.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -476574.875000 Penalty: 2703.353271
	Iteration 38Q: 3 clusters Score -476574.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -476574.875000 Penalty: 2703.353271
	Iteration 39F: 3 clusters Score -476574.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Entering Unmasked Estep 
Score: -4023446.250000 Penalty: 1698.625854
	Iteration 0F: 2 clusters Score -4023446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4000087.250000 Penalty: 3397.251709
	Iteration 0F: 3 clusters Score -4000087 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -4009050.500000 Penalty: 3397.251709
	Iteration 1F: 3 clusters Score -4009050 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -4009500.000000 Penalty: 3397.251709
	Iteration 2Q: 3 clusters Score -4009500 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4009984.500000 Penalty: 3397.251709
	Iteration 3Q: 3 clusters Score -4009984 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -4010496.000000 Penalty: 3397.251709
	Iteration 4Q: 3 clusters Score -4010496 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4011104.750000 Penalty: 3397.251709
	Iteration 5Q: 3 clusters Score -4011105 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4011919.250000 Penalty: 3397.251709
	Iteration 6Q: 3 clusters Score -4011919 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4013057.250000 Penalty: 3397.251709
	Iteration 7F: 3 clusters Score -4013057 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -4014611.750000 Penalty: 3397.251709
	Iteration 8F: 3 clusters Score -4014612 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -4016351.500000 Penalty: 3397.251709
	Iteration 9F: 3 clusters Score -4016352 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -4017934.500000 Penalty: 3397.251709
	Iteration 10F: 3 clusters Score -4017934 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -4019053.000000 Penalty: 3397.251709
	Iteration 11Q: 3 clusters Score -4019053 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4019797.750000 Penalty: 3397.251709
	Iteration 12Q: 3 clusters Score -4019798 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4020237.750000 Penalty: 3397.251709
	Iteration 13Q: 3 clusters Score -4020238 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -4020498.000000 Penalty: 3397.251709
	Iteration 14Q: 3 clusters Score -4020498 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4020683.500000 Penalty: 3397.251709
	Iteration 15Q: 3 clusters Score -4020684 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4020810.000000 Penalty: 3397.251709
	Iteration 16Q: 3 clusters Score -4020810 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -4020951.500000 Penalty: 3397.251709
	Iteration 17Q: 3 clusters Score -4020952 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -4021063.500000 Penalty: 3397.251709
	Iteration 18Q: 3 clusters Score -4021064 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4021162.500000 Penalty: 3397.251709
	Iteration 19Q: 3 clusters Score -4021162 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4021243.250000 Penalty: 3397.251709
	Iteration 20F: 3 clusters Score -4021243 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4021320.500000 Penalty: 3397.251709
	Iteration 21Q: 3 clusters Score -4021320 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -4021389.250000 Penalty: 3397.251709
	Iteration 22Q: 3 clusters Score -4021389 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4021454.000000 Penalty: 3397.251709
	Iteration 23Q: 3 clusters Score -4021454 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4021502.000000 Penalty: 3397.251709
	Iteration 24Q: 3 clusters Score -4021502 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4021534.750000 Penalty: 3397.251709
	Iteration 25Q: 3 clusters Score -4021535 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4021562.750000 Penalty: 3397.251709
	Iteration 26Q: 3 clusters Score -4021563 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -4021594.500000 Penalty: 3397.251709
	Iteration 27Q: 3 clusters Score -4021594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -4021609.500000 Penalty: 3397.251709
	Iteration 28Q: 3 clusters Score -4021610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -4021622.500000 Penalty: 3397.251709
	Iteration 29Q: 3 clusters Score -4021622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4021643.000000 Penalty: 3397.251709
	Iteration 30Q: 3 clusters Score -4021643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -4021666.500000 Penalty: 3397.251709
	Iteration 31Q: 3 clusters Score -4021666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -4021675.500000 Penalty: 3397.251709
	Iteration 32Q: 3 clusters Score -4021676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -4021693.250000 Penalty: 3397.251709
	Iteration 33Q: 3 clusters Score -4021693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4021711.500000 Penalty: 3397.251709
	Iteration 34Q: 3 clusters Score -4021712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4021715.250000 Penalty: 3397.251709
	Iteration 35Q: 3 clusters Score -4021715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -4021732.750000 Penalty: 3397.251709
	Iteration 36Q: 3 clusters Score -4021733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -4021746.500000 Penalty: 3397.251709
	Iteration 37Q: 3 clusters Score -4021746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4021746.250000 Penalty: 3397.251709
	Iteration 38Q: 3 clusters Score -4021746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4021748.500000 Penalty: 3397.251709
	Iteration 39Q: 3 clusters Score -4021748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4021750.500000 Penalty: 3397.251709
	Iteration 40F: 3 clusters Score -4021750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4021751.750000 Penalty: 3397.251709
	Iteration 41Q: 3 clusters Score -4021752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4021758.500000 Penalty: 3397.251709
	Iteration 42Q: 3 clusters Score -4021758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -4021770.500000 Penalty: 3397.251709
	Iteration 43Q: 3 clusters Score -4021770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -4021766.250000 Penalty: 3397.251709
	Iteration 44Q: 3 clusters Score -4021766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -4021775.250000 Penalty: 3397.251709
	Iteration 45Q: 3 clusters Score -4021775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -4021786.000000 Penalty: 3397.251709
	Iteration 46Q: 3 clusters Score -4021786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -4021794.000000 Penalty: 3397.251709
	Iteration 47Q: 3 clusters Score -4021794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -4021800.500000 Penalty: 3397.251709
	Iteration 48Q: 3 clusters Score -4021800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4021806.500000 Penalty: 3397.251709
	Iteration 49Q: 3 clusters Score -4021806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -4021814.250000 Penalty: 3397.251709
	Iteration 50Q: 3 clusters Score -4021814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4021815.500000 Penalty: 3397.251709
	Iteration 51Q: 3 clusters Score -4021816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4021819.000000 Penalty: 3397.251709
	Iteration 52Q: 3 clusters Score -4021819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -4021821.250000 Penalty: 3397.251709
	Iteration 53Q: 3 clusters Score -4021821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -4021824.000000 Penalty: 3397.251709
	Iteration 54Q: 3 clusters Score -4021824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4021829.750000 Penalty: 3397.251709
	Iteration 55Q: 3 clusters Score -4021830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -4021827.250000 Penalty: 3397.251709
	Iteration 56Q: 3 clusters Score -4021827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -4021831.000000 Penalty: 3397.251709
	Iteration 57Q: 3 clusters Score -4021831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4021839.000000 Penalty: 3397.251709
	Iteration 58Q: 3 clusters Score -4021839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -4021839.000000 Penalty: 3397.251709
	Iteration 59Q: 3 clusters Score -4021839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -4021841.500000 Penalty: 3397.251709
	Iteration 60F: 3 clusters Score -4021842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4021846.250000 Penalty: 3397.251709
	Iteration 61Q: 3 clusters Score -4021846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -4021846.000000 Penalty: 3397.251709
	Iteration 62Q: 3 clusters Score -4021846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4021849.500000 Penalty: 3397.251709
	Iteration 63Q: 3 clusters Score -4021850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4021853.000000 Penalty: 3397.251709
	Iteration 64Q: 3 clusters Score -4021853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4021855.750000 Penalty: 3397.251709
	Iteration 65Q: 3 clusters Score -4021856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -4021856.500000 Penalty: 3397.251709
	Iteration 66Q: 3 clusters Score -4021856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -4021856.750000 Penalty: 3397.251709
	Iteration 67Q: 3 clusters Score -4021857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4021864.000000 Penalty: 3397.251709
	Iteration 68Q: 3 clusters Score -4021864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -4021864.000000 Penalty: 3397.251709
	Iteration 69Q: 3 clusters Score -4021864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -4021866.750000 Penalty: 3397.251709
	Iteration 70Q: 3 clusters Score -4021867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4021869.250000 Penalty: 3397.251709
	Iteration 71Q: 3 clusters Score -4021869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4021870.750000 Penalty: 3397.251709
	Iteration 72Q: 3 clusters Score -4021871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4021872.250000 Penalty: 3397.251709
	Iteration 73Q: 3 clusters Score -4021872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4021873.250000 Penalty: 3397.251709
	Iteration 74Q: 3 clusters Score -4021873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4021874.750000 Penalty: 3397.251709
	Iteration 75Q: 3 clusters Score -4021875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4021872.750000 Penalty: 3397.251709
	Iteration 76Q: 3 clusters Score -4021873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4021875.750000 Penalty: 3397.251709
	Iteration 77Q: 3 clusters Score -4021876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -4021878.750000 Penalty: 3397.251709
	Iteration 78Q: 3 clusters Score -4021879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -4021885.250000 Penalty: 3397.251709
	Iteration 79Q: 3 clusters Score -4021885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4021882.500000 Penalty: 3397.251709
	Iteration 80F: 3 clusters Score -4021882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4021890.000000 Penalty: 3397.251709
	Iteration 81Q: 3 clusters Score -4021890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -4021889.000000 Penalty: 3397.251709
	Iteration 82Q: 3 clusters Score -4021889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4021891.000000 Penalty: 3397.251709
	Iteration 83Q: 3 clusters Score -4021891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4021891.250000 Penalty: 3397.251709
	Iteration 84Q: 3 clusters Score -4021891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -4021893.500000 Penalty: 3397.251709
	Iteration 85Q: 3 clusters Score -4021894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -4021893.500000 Penalty: 3397.251709
	Iteration 86F: 3 clusters Score -4021894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -421837.843750 Penalty: 1330.164673
	Iteration 0F: 2 clusters Score -421837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -418734.968750 Penalty: 2660.329346
	Iteration 0F: 3 clusters Score -418735 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -419491.718750 Penalty: 2660.329346
	Iteration 1F: 3 clusters Score -419491.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -419615.062500 Penalty: 2660.329346
	Iteration 2F: 3 clusters Score -419615.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -419694.687500 Penalty: 2660.329346
	Iteration 3Q: 3 clusters Score -419694.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -419735.750000 Penalty: 2660.329346
	Iteration 4Q: 3 clusters Score -419735.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -419758.468750 Penalty: 2660.329346
	Iteration 5Q: 3 clusters Score -419758.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -419787.812500 Penalty: 2660.329346
	Iteration 6Q: 3 clusters Score -419787.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -419810.437500 Penalty: 2660.329346
	Iteration 7Q: 3 clusters Score -419810.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -419827.406250 Penalty: 2660.329346
	Iteration 8Q: 3 clusters Score -419827.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -419844.906250 Penalty: 2660.329346
	Iteration 9Q: 3 clusters Score -419844.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -419864.562500 Penalty: 2660.329346
	Iteration 10Q: 3 clusters Score -419864.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -419896.843750 Penalty: 2660.329346
	Iteration 11Q: 3 clusters Score -419896.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -419924.562500 Penalty: 2660.329346
	Iteration 12Q: 3 clusters Score -419924.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -419953.281250 Penalty: 2660.329346
	Iteration 13Q: 3 clusters Score -419953.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -419989.093750 Penalty: 2660.329346
	Iteration 14Q: 3 clusters Score -419989.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -420025.062500 Penalty: 2660.329346
	Iteration 15Q: 3 clusters Score -420025.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -420055.968750 Penalty: 2660.329346
	Iteration 16Q: 3 clusters Score -420056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -420079.468750 Penalty: 2660.329346
	Iteration 17Q: 3 clusters Score -420079.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -420101.750000 Penalty: 2660.329346
	Iteration 18Q: 3 clusters Score -420101.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -420121.031250 Penalty: 2660.329346
	Iteration 19Q: 3 clusters Score -420121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -420142.187500 Penalty: 2660.329346
	Iteration 20F: 3 clusters Score -420142.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -420168.718750 Penalty: 2660.329346
	Iteration 21Q: 3 clusters Score -420168.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -420204.531250 Penalty: 2660.329346
	Iteration 22Q: 3 clusters Score -420204.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -420258.687500 Penalty: 2660.329346
	Iteration 23Q: 3 clusters Score -420258.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -420315.906250 Penalty: 2660.329346
	Iteration 24Q: 3 clusters Score -420315.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -420384.187500 Penalty: 2660.329346
	Iteration 25Q: 3 clusters Score -420384.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -420451.968750 Penalty: 2660.329346
	Iteration 26Q: 3 clusters Score -420452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -420527.687500 Penalty: 2660.329346
	Iteration 27Q: 3 clusters Score -420527.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -420594.406250 Penalty: 2660.329346
	Iteration 28Q: 3 clusters Score -420594.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -420629.031250 Penalty: 2660.329346
	Iteration 29Q: 3 clusters Score -420629 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -420662.468750 Penalty: 2660.329346
	Iteration 30Q: 3 clusters Score -420662.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -420694.125000 Penalty: 2660.329346
	Iteration 31Q: 3 clusters Score -420694.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -420720.500000 Penalty: 2660.329346
	Iteration 32Q: 3 clusters Score -420720.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -420734.500000 Penalty: 2660.329346
	Iteration 33Q: 3 clusters Score -420734.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -420749.968750 Penalty: 2660.329346
	Iteration 34Q: 3 clusters Score -420750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -420765.781250 Penalty: 2660.329346
	Iteration 35Q: 3 clusters Score -420765.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -420780.437500 Penalty: 2660.329346
	Iteration 36Q: 3 clusters Score -420780.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -420791.062500 Penalty: 2660.329346
	Iteration 37Q: 3 clusters Score -420791.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -420799.031250 Penalty: 2660.329346
	Iteration 38Q: 3 clusters Score -420799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -420807.062500 Penalty: 2660.329346
	Iteration 39Q: 3 clusters Score -420807.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -420811.937500 Penalty: 2660.329346
	Iteration 40F: 3 clusters Score -420811.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -420815.093750 Penalty: 2660.329346
	Iteration 41Q: 3 clusters Score -420815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -420817.500000 Penalty: 2660.329346
	Iteration 42Q: 3 clusters Score -420817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -420820.968750 Penalty: 2660.329346
	Iteration 43Q: 3 clusters Score -420821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -420824.875000 Penalty: 2660.329346
	Iteration 44Q: 3 clusters Score -420824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -420827.843750 Penalty: 2660.329346
	Iteration 45Q: 3 clusters Score -420827.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -420832.468750 Penalty: 2660.329346
	Iteration 46Q: 3 clusters Score -420832.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -420834.875000 Penalty: 2660.329346
	Iteration 47Q: 3 clusters Score -420834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -420836.062500 Penalty: 2660.329346
	Iteration 48Q: 3 clusters Score -420836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -420837.125000 Penalty: 2660.329346
	Iteration 49Q: 3 clusters Score -420837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -420837.125000 Penalty: 2660.329346
	Iteration 50F: 3 clusters Score -420837.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Entering Unmasked Estep 
Score: -619640.375000 Penalty: 1404.478516
	Iteration 0F: 2 clusters Score -619640.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -615201.687500 Penalty: 2808.957031
	Iteration 0F: 3 clusters Score -615201.7 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -616739.500000 Penalty: 2808.957031
	Iteration 1F: 3 clusters Score -616739.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -617231.375000 Penalty: 2808.957031
	Iteration 2F: 3 clusters Score -617231.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -617640.812500 Penalty: 2808.957031
	Iteration 3F: 3 clusters Score -617640.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -617991.625000 Penalty: 2808.957031
	Iteration 4F: 3 clusters Score -617991.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -618271.562500 Penalty: 2808.957031
	Iteration 5F: 3 clusters Score -618271.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -618502.375000 Penalty: 2808.957031
	Iteration 6F: 3 clusters Score -618502.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -618662.062500 Penalty: 2808.957031
	Iteration 7Q: 3 clusters Score -618662.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -618773.312500 Penalty: 2808.957031
	Iteration 8Q: 3 clusters Score -618773.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -618851.625000 Penalty: 2808.957031
	Iteration 9Q: 3 clusters Score -618851.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -618912.812500 Penalty: 2808.957031
	Iteration 10Q: 3 clusters Score -618912.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -618963.687500 Penalty: 2808.957031
	Iteration 11Q: 3 clusters Score -618963.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -619007.625000 Penalty: 2808.957031
	Iteration 12Q: 3 clusters Score -619007.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -619036.375000 Penalty: 2808.957031
	Iteration 13Q: 3 clusters Score -619036.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -619054.937500 Penalty: 2808.957031
	Iteration 14Q: 3 clusters Score -619054.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -619078.062500 Penalty: 2808.957031
	Iteration 15Q: 3 clusters Score -619078.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -619092.812500 Penalty: 2808.957031
	Iteration 16Q: 3 clusters Score -619092.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -619100.437500 Penalty: 2808.957031
	Iteration 17Q: 3 clusters Score -619100.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -619103.500000 Penalty: 2808.957031
	Iteration 18Q: 3 clusters Score -619103.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -619106.750000 Penalty: 2808.957031
	Iteration 19Q: 3 clusters Score -619106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -619108.875000 Penalty: 2808.957031
	Iteration 20F: 3 clusters Score -619108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -619111.687500 Penalty: 2808.957031
	Iteration 21Q: 3 clusters Score -619111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -619114.437500 Penalty: 2808.957031
	Iteration 22Q: 3 clusters Score -619114.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -619117.750000 Penalty: 2808.957031
	Iteration 23Q: 3 clusters Score -619117.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -619123.062500 Penalty: 2808.957031
	Iteration 24Q: 3 clusters Score -619123.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -619128.062500 Penalty: 2808.957031
	Iteration 25Q: 3 clusters Score -619128.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -619128.875000 Penalty: 2808.957031
	Iteration 26Q: 3 clusters Score -619128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -619130.625000 Penalty: 2808.957031
	Iteration 27Q: 3 clusters Score -619130.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -619133.312500 Penalty: 2808.957031
	Iteration 28Q: 3 clusters Score -619133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -619134.500000 Penalty: 2808.957031
	Iteration 29Q: 3 clusters Score -619134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -619137.562500 Penalty: 2808.957031
	Iteration 30Q: 3 clusters Score -619137.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -619141.000000 Penalty: 2808.957031
	Iteration 31Q: 3 clusters Score -619141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -619144.187500 Penalty: 2808.957031
	Iteration 32Q: 3 clusters Score -619144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -619144.437500 Penalty: 2808.957031
	Iteration 33Q: 3 clusters Score -619144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -619144.437500 Penalty: 2808.957031
	Iteration 34F: 3 clusters Score -619144.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -13958.792969 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -13958.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13335.835938 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -13335.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13389.957031 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -13389.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13398.487305 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -13398.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13401.906250 Penalty: 1649.431519
	Iteration 3Q: 3 clusters Score -13401.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13401.906250 Penalty: 1649.431519
	Iteration 4F: 3 clusters Score -13401.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (88958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Entering Unmasked Estep 
Score: -10377084.000000 Penalty: 1851.836914
	Iteration 0F: 2 clusters Score -1.037708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -10318976.000000 Penalty: 3703.673828
	Iteration 0F: 3 clusters Score -1.031898e+07 nChanged 42316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -10343974.000000 Penalty: 3703.673828
	Iteration 1F: 3 clusters Score -1.034397e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -10345323.000000 Penalty: 3703.673828
	Iteration 2Q: 3 clusters Score -1.034532e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -10347235.000000 Penalty: 3703.673828
	Iteration 3Q: 3 clusters Score -1.034724e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -10350278.000000 Penalty: 3703.673828
	Iteration 4F: 3 clusters Score -1.035028e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -10354728.000000 Penalty: 3703.673828
	Iteration 5F: 3 clusters Score -1.035473e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -10361060.000000 Penalty: 3703.673828
	Iteration 6F: 3 clusters Score -1.036106e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -10367454.000000 Penalty: 3703.673828
	Iteration 7F: 3 clusters Score -1.036745e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -10371106.000000 Penalty: 3703.673828
	Iteration 8F: 3 clusters Score -1.037111e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -10372533.000000 Penalty: 3703.673828
	Iteration 9Q: 3 clusters Score -1.037253e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -10373272.000000 Penalty: 3703.673828
	Iteration 10Q: 3 clusters Score -1.037327e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -10373785.000000 Penalty: 3703.673828
	Iteration 11Q: 3 clusters Score -1.037378e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -10374176.000000 Penalty: 3703.673828
	Iteration 12Q: 3 clusters Score -1.037418e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -10374445.000000 Penalty: 3703.673828
	Iteration 13Q: 3 clusters Score -1.037444e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -10374720.000000 Penalty: 3703.673828
	Iteration 14Q: 3 clusters Score -1.037472e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -10375013.000000 Penalty: 3703.673828
	Iteration 15Q: 3 clusters Score -1.037501e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -10375190.000000 Penalty: 3703.673828
	Iteration 16Q: 3 clusters Score -1.037519e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -10375350.000000 Penalty: 3703.673828
	Iteration 17Q: 3 clusters Score -1.037535e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -10375543.000000 Penalty: 3703.673828
	Iteration 18Q: 3 clusters Score -1.037554e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 73524 members 
Entering Unmasked Estep 
Score: -10375774.000000 Penalty: 3703.673828
	Iteration 19Q: 3 clusters Score -1.037577e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -10375953.000000 Penalty: 3703.673828
	Iteration 20F: 3 clusters Score -1.037595e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -10376097.000000 Penalty: 3703.673828
	Iteration 21Q: 3 clusters Score -1.03761e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -10376229.000000 Penalty: 3703.673828
	Iteration 22Q: 3 clusters Score -1.037623e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -10376292.000000 Penalty: 3703.673828
	Iteration 23Q: 3 clusters Score -1.037629e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -10376404.000000 Penalty: 3703.673828
	Iteration 24Q: 3 clusters Score -1.03764e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -10376510.000000 Penalty: 3703.673828
	Iteration 25Q: 3 clusters Score -1.037651e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -10376600.000000 Penalty: 3703.673828
	Iteration 26Q: 3 clusters Score -1.03766e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -10376662.000000 Penalty: 3703.673828
	Iteration 27Q: 3 clusters Score -1.037666e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -10376746.000000 Penalty: 3703.673828
	Iteration 28Q: 3 clusters Score -1.037675e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -10376801.000000 Penalty: 3703.673828
	Iteration 29Q: 3 clusters Score -1.03768e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -10376859.000000 Penalty: 3703.673828
	Iteration 30Q: 3 clusters Score -1.037686e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 81192 members 
Entering Unmasked Estep 
Score: -10376874.000000 Penalty: 3703.673828
	Iteration 31Q: 3 clusters Score -1.037687e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -10376935.000000 Penalty: 3703.673828
	Iteration 32Q: 3 clusters Score -1.037694e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -10376947.000000 Penalty: 3703.673828
	Iteration 33Q: 3 clusters Score -1.037695e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -10376987.000000 Penalty: 3703.673828
	Iteration 34Q: 3 clusters Score -1.037699e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -10377040.000000 Penalty: 3703.673828
	Iteration 35Q: 3 clusters Score -1.037704e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -10377052.000000 Penalty: 3703.673828
	Iteration 36Q: 3 clusters Score -1.037705e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -10377071.000000 Penalty: 3703.673828
	Iteration 37Q: 3 clusters Score -1.037707e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 83753 members 
Entering Unmasked Estep 
Score: -10377082.000000 Penalty: 3703.673828
	Iteration 38Q: 3 clusters Score -1.037708e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -10377102.000000 Penalty: 3703.673828
	Iteration 39Q: 3 clusters Score -1.03771e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -10377089.000000 Penalty: 3703.673828
	Iteration 40F: 3 clusters Score -1.037709e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -10377100.000000 Penalty: 3703.673828
	Iteration 41Q: 3 clusters Score -1.03771e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
Score: -10377091.000000 Penalty: 3703.673828
	Iteration 42Q: 3 clusters Score -1.037709e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -10377067.000000 Penalty: 3703.673828
	Iteration 43Q: 3 clusters Score -1.037707e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -10377061.000000 Penalty: 3703.673828
	Iteration 44Q: 3 clusters Score -1.037706e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -10377070.000000 Penalty: 3703.673828
	Iteration 45Q: 3 clusters Score -1.037707e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -10377049.000000 Penalty: 3703.673828
	Iteration 46Q: 3 clusters Score -1.037705e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
Score: -10377049.000000 Penalty: 3703.673828
	Iteration 47Q: 3 clusters Score -1.037705e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -10377057.000000 Penalty: 3703.673828
	Iteration 48Q: 3 clusters Score -1.037706e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -10377048.000000 Penalty: 3703.673828
	Iteration 49Q: 3 clusters Score -1.037705e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 85633 members 
Entering Unmasked Estep 
Score: -10377059.000000 Penalty: 3703.673828
	Iteration 50Q: 3 clusters Score -1.037706e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -10377051.000000 Penalty: 3703.673828
	Iteration 51Q: 3 clusters Score -1.037705e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -10377062.000000 Penalty: 3703.673828
	Iteration 52Q: 3 clusters Score -1.037706e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 85865 members 
Entering Unmasked Estep 
Score: -10377050.000000 Penalty: 3703.673828
	Iteration 53Q: 3 clusters Score -1.037705e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -10377039.000000 Penalty: 3703.673828
	Iteration 54Q: 3 clusters Score -1.037704e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -10377044.000000 Penalty: 3703.673828
	Iteration 55Q: 3 clusters Score -1.037704e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -10377026.000000 Penalty: 3703.673828
	Iteration 56Q: 3 clusters Score -1.037703e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -10377035.000000 Penalty: 3703.673828
	Iteration 57Q: 3 clusters Score -1.037704e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 86232 members 
Entering Unmasked Estep 
Score: -10377049.000000 Penalty: 3703.673828
	Iteration 58Q: 3 clusters Score -1.037705e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -10377010.000000 Penalty: 3703.673828
	Iteration 59Q: 3 clusters Score -1.037701e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -10376994.000000 Penalty: 3703.673828
	Iteration 60F: 3 clusters Score -1.037699e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -10377003.000000 Penalty: 3703.673828
	Iteration 61Q: 3 clusters Score -1.0377e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -10377008.000000 Penalty: 3703.673828
	Iteration 62Q: 3 clusters Score -1.037701e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -10376994.000000 Penalty: 3703.673828
	Iteration 63Q: 3 clusters Score -1.037699e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -10376983.000000 Penalty: 3703.673828
	Iteration 64Q: 3 clusters Score -1.037698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -10376992.000000 Penalty: 3703.673828
	Iteration 65Q: 3 clusters Score -1.037699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
Score: -10376992.000000 Penalty: 3703.673828
	Iteration 66Q: 3 clusters Score -1.037699e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -10376980.000000 Penalty: 3703.673828
	Iteration 67Q: 3 clusters Score -1.037698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
Score: -10376974.000000 Penalty: 3703.673828
	Iteration 68Q: 3 clusters Score -1.037697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -10376966.000000 Penalty: 3703.673828
	Iteration 69Q: 3 clusters Score -1.037697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -10376957.000000 Penalty: 3703.673828
	Iteration 70Q: 3 clusters Score -1.037696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -10376958.000000 Penalty: 3703.673828
	Iteration 71Q: 3 clusters Score -1.037696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -10376957.000000 Penalty: 3703.673828
	Iteration 72Q: 3 clusters Score -1.037696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -10376955.000000 Penalty: 3703.673828
	Iteration 73Q: 3 clusters Score -1.037696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -10376957.000000 Penalty: 3703.673828
	Iteration 74Q: 3 clusters Score -1.037696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -10376962.000000 Penalty: 3703.673828
	Iteration 75Q: 3 clusters Score -1.037696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -10376958.000000 Penalty: 3703.673828
	Iteration 76Q: 3 clusters Score -1.037696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 86685 members 
Entering Unmasked Estep 
Score: -10376954.000000 Penalty: 3703.673828
	Iteration 77Q: 3 clusters Score -1.037695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -10376959.000000 Penalty: 3703.673828
	Iteration 78Q: 3 clusters Score -1.037696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -10376959.000000 Penalty: 3703.673828
	Iteration 79F: 3 clusters Score -1.037696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -272307.718750 Penalty: 1266.859497
	Iteration 0F: 2 clusters Score -272307.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -269942.187500 Penalty: 2533.718994
	Iteration 0F: 3 clusters Score -269942.2 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -270456.406250 Penalty: 2533.718994
	Iteration 1F: 3 clusters Score -270456.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -270576.281250 Penalty: 2533.718994
	Iteration 2F: 3 clusters Score -270576.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -270637.437500 Penalty: 2533.718994
	Iteration 3Q: 3 clusters Score -270637.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -270686.125000 Penalty: 2533.718994
	Iteration 4Q: 3 clusters Score -270686.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -270713.093750 Penalty: 2533.718994
	Iteration 5Q: 3 clusters Score -270713.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -270731.156250 Penalty: 2533.718994
	Iteration 6Q: 3 clusters Score -270731.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -270743.937500 Penalty: 2533.718994
	Iteration 7Q: 3 clusters Score -270743.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -270760.281250 Penalty: 2533.718994
	Iteration 8Q: 3 clusters Score -270760.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -270776.343750 Penalty: 2533.718994
	Iteration 9Q: 3 clusters Score -270776.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -270787.937500 Penalty: 2533.718994
	Iteration 10Q: 3 clusters Score -270787.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -270797.406250 Penalty: 2533.718994
	Iteration 11Q: 3 clusters Score -270797.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -270805.843750 Penalty: 2533.718994
	Iteration 12Q: 3 clusters Score -270805.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -270813.312500 Penalty: 2533.718994
	Iteration 13Q: 3 clusters Score -270813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -270816.750000 Penalty: 2533.718994
	Iteration 14Q: 3 clusters Score -270816.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -270823.031250 Penalty: 2533.718994
	Iteration 15Q: 3 clusters Score -270823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -270829.187500 Penalty: 2533.718994
	Iteration 16Q: 3 clusters Score -270829.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -270835.187500 Penalty: 2533.718994
	Iteration 17Q: 3 clusters Score -270835.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -270842.375000 Penalty: 2533.718994
	Iteration 18Q: 3 clusters Score -270842.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -270854.843750 Penalty: 2533.718994
	Iteration 19Q: 3 clusters Score -270854.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -270864.062500 Penalty: 2533.718994
	Iteration 20F: 3 clusters Score -270864.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -270877.250000 Penalty: 2533.718994
	Iteration 21Q: 3 clusters Score -270877.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -270886.687500 Penalty: 2533.718994
	Iteration 22Q: 3 clusters Score -270886.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -270896.906250 Penalty: 2533.718994
	Iteration 23Q: 3 clusters Score -270896.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -270905.687500 Penalty: 2533.718994
	Iteration 24Q: 3 clusters Score -270905.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -270914.343750 Penalty: 2533.718994
	Iteration 25Q: 3 clusters Score -270914.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -270923.250000 Penalty: 2533.718994
	Iteration 26Q: 3 clusters Score -270923.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -270933.625000 Penalty: 2533.718994
	Iteration 27Q: 3 clusters Score -270933.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -270948.531250 Penalty: 2533.718994
	Iteration 28Q: 3 clusters Score -270948.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -270958.687500 Penalty: 2533.718994
	Iteration 29Q: 3 clusters Score -270958.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -270967.750000 Penalty: 2533.718994
	Iteration 30Q: 3 clusters Score -270967.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -270975.562500 Penalty: 2533.718994
	Iteration 31Q: 3 clusters Score -270975.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -270983.156250 Penalty: 2533.718994
	Iteration 32Q: 3 clusters Score -270983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -270987.406250 Penalty: 2533.718994
	Iteration 33Q: 3 clusters Score -270987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -270992.125000 Penalty: 2533.718994
	Iteration 34Q: 3 clusters Score -270992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -270995.187500 Penalty: 2533.718994
	Iteration 35Q: 3 clusters Score -270995.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -271000.500000 Penalty: 2533.718994
	Iteration 36Q: 3 clusters Score -271000.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -271007.218750 Penalty: 2533.718994
	Iteration 37Q: 3 clusters Score -271007.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -271016.156250 Penalty: 2533.718994
	Iteration 38Q: 3 clusters Score -271016.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -271026.562500 Penalty: 2533.718994
	Iteration 39Q: 3 clusters Score -271026.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -271034.812500 Penalty: 2533.718994
	Iteration 40F: 3 clusters Score -271034.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -271042.562500 Penalty: 2533.718994
	Iteration 41Q: 3 clusters Score -271042.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -271054.562500 Penalty: 2533.718994
	Iteration 42Q: 3 clusters Score -271054.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -271065.625000 Penalty: 2533.718994
	Iteration 43Q: 3 clusters Score -271065.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -271079.375000 Penalty: 2533.718994
	Iteration 44Q: 3 clusters Score -271079.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -271093.093750 Penalty: 2533.718994
	Iteration 45Q: 3 clusters Score -271093.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -271114.656250 Penalty: 2533.718994
	Iteration 46Q: 3 clusters Score -271114.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -271142.500000 Penalty: 2533.718994
	Iteration 47Q: 3 clusters Score -271142.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -271165.156250 Penalty: 2533.718994
	Iteration 48Q: 3 clusters Score -271165.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -271182.562500 Penalty: 2533.718994
	Iteration 49Q: 3 clusters Score -271182.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -271197.625000 Penalty: 2533.718994
	Iteration 50Q: 3 clusters Score -271197.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -271211.843750 Penalty: 2533.718994
	Iteration 51Q: 3 clusters Score -271211.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -271222.593750 Penalty: 2533.718994
	Iteration 52Q: 3 clusters Score -271222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -271232.531250 Penalty: 2533.718994
	Iteration 53Q: 3 clusters Score -271232.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -271242.781250 Penalty: 2533.718994
	Iteration 54Q: 3 clusters Score -271242.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -271248.781250 Penalty: 2533.718994
	Iteration 55Q: 3 clusters Score -271248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -271252.781250 Penalty: 2533.718994
	Iteration 56Q: 3 clusters Score -271252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -271256.250000 Penalty: 2533.718994
	Iteration 57Q: 3 clusters Score -271256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -271259.250000 Penalty: 2533.718994
	Iteration 58Q: 3 clusters Score -271259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -271262.625000 Penalty: 2533.718994
	Iteration 59Q: 3 clusters Score -271262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -271264.875000 Penalty: 2533.718994
	Iteration 60F: 3 clusters Score -271264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -271264.781250 Penalty: 2533.718994
	Iteration 61Q: 3 clusters Score -271264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -271264.781250 Penalty: 2533.718994
	Iteration 62F: 3 clusters Score -271264.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Entering Unmasked Estep 
Score: -425043.000000 Penalty: 1333.968384
	Iteration 0F: 2 clusters Score -425043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -421912.406250 Penalty: 2667.936768
	Iteration 0F: 3 clusters Score -421912.4 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -422789.000000 Penalty: 2667.936768
	Iteration 1F: 3 clusters Score -422789 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -422974.312500 Penalty: 2667.936768
	Iteration 2F: 3 clusters Score -422974.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -423099.593750 Penalty: 2667.936768
	Iteration 3F: 3 clusters Score -423099.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -423199.406250 Penalty: 2667.936768
	Iteration 4Q: 3 clusters Score -423199.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -423262.781250 Penalty: 2667.936768
	Iteration 5Q: 3 clusters Score -423262.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -423314.718750 Penalty: 2667.936768
	Iteration 6Q: 3 clusters Score -423314.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -423359.625000 Penalty: 2667.936768
	Iteration 7Q: 3 clusters Score -423359.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -423400.562500 Penalty: 2667.936768
	Iteration 8Q: 3 clusters Score -423400.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -423441.093750 Penalty: 2667.936768
	Iteration 9Q: 3 clusters Score -423441.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -423484.875000 Penalty: 2667.936768
	Iteration 10Q: 3 clusters Score -423484.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -423522.312500 Penalty: 2667.936768
	Iteration 11Q: 3 clusters Score -423522.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -423559.093750 Penalty: 2667.936768
	Iteration 12Q: 3 clusters Score -423559.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -423599.500000 Penalty: 2667.936768
	Iteration 13Q: 3 clusters Score -423599.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -423641.750000 Penalty: 2667.936768
	Iteration 14Q: 3 clusters Score -423641.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -423700.375000 Penalty: 2667.936768
	Iteration 15Q: 3 clusters Score -423700.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -423770.812500 Penalty: 2667.936768
	Iteration 16Q: 3 clusters Score -423770.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -423845.531250 Penalty: 2667.936768
	Iteration 17Q: 3 clusters Score -423845.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -423904.343750 Penalty: 2667.936768
	Iteration 18Q: 3 clusters Score -423904.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -423952.093750 Penalty: 2667.936768
	Iteration 19Q: 3 clusters Score -423952.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -424002.812500 Penalty: 2667.936768
	Iteration 20F: 3 clusters Score -424002.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -424044.250000 Penalty: 2667.936768
	Iteration 21Q: 3 clusters Score -424044.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -424079.062500 Penalty: 2667.936768
	Iteration 22Q: 3 clusters Score -424079.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -424098.562500 Penalty: 2667.936768
	Iteration 23Q: 3 clusters Score -424098.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -424114.781250 Penalty: 2667.936768
	Iteration 24Q: 3 clusters Score -424114.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -424127.406250 Penalty: 2667.936768
	Iteration 25Q: 3 clusters Score -424127.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -424137.468750 Penalty: 2667.936768
	Iteration 26Q: 3 clusters Score -424137.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -424149.062500 Penalty: 2667.936768
	Iteration 27Q: 3 clusters Score -424149.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -424156.906250 Penalty: 2667.936768
	Iteration 28Q: 3 clusters Score -424156.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -424164.812500 Penalty: 2667.936768
	Iteration 29Q: 3 clusters Score -424164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -424167.687500 Penalty: 2667.936768
	Iteration 30Q: 3 clusters Score -424167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -424171.656250 Penalty: 2667.936768
	Iteration 31Q: 3 clusters Score -424171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -424175.125000 Penalty: 2667.936768
	Iteration 32Q: 3 clusters Score -424175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -424175.843750 Penalty: 2667.936768
	Iteration 33Q: 3 clusters Score -424175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -424176.843750 Penalty: 2667.936768
	Iteration 34Q: 3 clusters Score -424176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -424179.031250 Penalty: 2667.936768
	Iteration 35Q: 3 clusters Score -424179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -424179.031250 Penalty: 2667.936768
	Iteration 36F: 3 clusters Score -424179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (131113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131113 members 
Entering Unmasked Estep 
Score: -15081762.000000 Penalty: 1914.869873
	Iteration 0F: 2 clusters Score -1.508176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -14998801.000000 Penalty: 3829.739746
	Iteration 0F: 3 clusters Score -1.49988e+07 nChanged 62971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -15035398.000000 Penalty: 3829.739746
	Iteration 1F: 3 clusters Score -1.50354e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -15036067.000000 Penalty: 3829.739746
	Iteration 2Q: 3 clusters Score -1.503607e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -15036889.000000 Penalty: 3829.739746
	Iteration 3Q: 3 clusters Score -1.503689e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -15037949.000000 Penalty: 3829.739746
	Iteration 4Q: 3 clusters Score -1.503795e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -15039614.000000 Penalty: 3829.739746
	Iteration 5Q: 3 clusters Score -1.503961e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -15042385.000000 Penalty: 3829.739746
	Iteration 6Q: 3 clusters Score -1.504238e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -15046954.000000 Penalty: 3829.739746
	Iteration 7F: 3 clusters Score -1.504695e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -15054137.000000 Penalty: 3829.739746
	Iteration 8F: 3 clusters Score -1.505414e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 104784 members 
Entering Unmasked Estep 
Score: -15062678.000000 Penalty: 3829.739746
	Iteration 9F: 3 clusters Score -1.506268e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 114060 members 
Entering Unmasked Estep 
Score: -15069935.000000 Penalty: 3829.739746
	Iteration 10F: 3 clusters Score -1.506994e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 121182 members 
Entering Unmasked Estep 
Score: -15074735.000000 Penalty: 3829.739746
	Iteration 11F: 3 clusters Score -1.507474e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 125806 members 
Entering Unmasked Estep 
Score: -15077518.000000 Penalty: 3829.739746
	Iteration 12Q: 3 clusters Score -1.507752e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 128323 members 
Entering Unmasked Estep 
Score: -15078931.000000 Penalty: 3829.739746
	Iteration 13Q: 3 clusters Score -1.507893e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 129516 members 
Entering Unmasked Estep 
Score: -15079471.000000 Penalty: 3829.739746
	Iteration 14Q: 3 clusters Score -1.507947e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 130073 members 
Entering Unmasked Estep 
Score: -15079758.000000 Penalty: 3829.739746
	Iteration 15Q: 3 clusters Score -1.507976e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 130314 members 
Entering Unmasked Estep 
Score: -15079902.000000 Penalty: 3829.739746
	Iteration 16Q: 3 clusters Score -1.50799e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 130444 members 
Entering Unmasked Estep 
Score: -15079979.000000 Penalty: 3829.739746
	Iteration 17Q: 3 clusters Score -1.507998e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 130516 members 
Entering Unmasked Estep 
Score: -15080033.000000 Penalty: 3829.739746
	Iteration 18Q: 3 clusters Score -1.508003e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 130572 members 
Entering Unmasked Estep 
Score: -15080077.000000 Penalty: 3829.739746
	Iteration 19Q: 3 clusters Score -1.508008e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 130609 members 
Entering Unmasked Estep 
Score: -15080106.000000 Penalty: 3829.739746
	Iteration 20F: 3 clusters Score -1.508011e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 130634 members 
Entering Unmasked Estep 
Score: -15080126.000000 Penalty: 3829.739746
	Iteration 21Q: 3 clusters Score -1.508013e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 130662 members 
Entering Unmasked Estep 
Score: -15080163.000000 Penalty: 3829.739746
	Iteration 22Q: 3 clusters Score -1.508016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 130683 members 
Entering Unmasked Estep 
Score: -15080164.000000 Penalty: 3829.739746
	Iteration 23Q: 3 clusters Score -1.508016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 130706 members 
Entering Unmasked Estep 
Score: -15080202.000000 Penalty: 3829.739746
	Iteration 24Q: 3 clusters Score -1.50802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 130723 members 
Entering Unmasked Estep 
Score: -15080198.000000 Penalty: 3829.739746
	Iteration 25Q: 3 clusters Score -1.50802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -15080201.000000 Penalty: 3829.739746
	Iteration 26Q: 3 clusters Score -1.50802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 130731 members 
Entering Unmasked Estep 
Score: -15080210.000000 Penalty: 3829.739746
	Iteration 27Q: 3 clusters Score -1.508021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -15080214.000000 Penalty: 3829.739746
	Iteration 28Q: 3 clusters Score -1.508021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -15080214.000000 Penalty: 3829.739746
	Iteration 29F: 3 clusters Score -1.508021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -14353.781250 Penalty: 856.862488
	Iteration 0F: 2 clusters Score -14353.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13720.148438 Penalty: 1713.724976
	Iteration 0F: 3 clusters Score -13720.15 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13945.450195 Penalty: 1713.724976
	Iteration 1F: 3 clusters Score -13945.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14030.609375 Penalty: 1713.724976
	Iteration 2F: 3 clusters Score -14030.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -14081.006836 Penalty: 1713.724976
	Iteration 3F: 3 clusters Score -14081.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14100.859375 Penalty: 1713.724976
	Iteration 4Q: 3 clusters Score -14100.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -14114.791992 Penalty: 1713.724976
	Iteration 5Q: 3 clusters Score -14114.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -14116.630859 Penalty: 1713.724976
	Iteration 6Q: 3 clusters Score -14116.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -14116.630859 Penalty: 1713.724976
	Iteration 7F: 3 clusters Score -14116.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Entering Unmasked Estep 
Score: -7322776.000000 Penalty: 1795.426147
	Iteration 0F: 2 clusters Score -7322776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -7281109.500000 Penalty: 3590.852295
	Iteration 0F: 3 clusters Score -7281110 nChanged 29630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -7298140.500000 Penalty: 3590.852295
	Iteration 1F: 3 clusters Score -7298140 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -7298961.000000 Penalty: 3590.852295
	Iteration 2Q: 3 clusters Score -7298961 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -7300123.000000 Penalty: 3590.852295
	Iteration 3Q: 3 clusters Score -7300123 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -7301815.000000 Penalty: 3590.852295
	Iteration 4F: 3 clusters Score -7301815 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -7304466.000000 Penalty: 3590.852295
	Iteration 5F: 3 clusters Score -7304466 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -7308286.000000 Penalty: 3590.852295
	Iteration 6F: 3 clusters Score -7308286 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -7312565.500000 Penalty: 3590.852295
	Iteration 7F: 3 clusters Score -7312566 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -7316107.500000 Penalty: 3590.852295
	Iteration 8F: 3 clusters Score -7316108 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -7318332.000000 Penalty: 3590.852295
	Iteration 9Q: 3 clusters Score -7318332 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -7319620.000000 Penalty: 3590.852295
	Iteration 10Q: 3 clusters Score -7319620 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -7320287.500000 Penalty: 3590.852295
	Iteration 11Q: 3 clusters Score -7320288 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 59168 members 
Entering Unmasked Estep 
Score: -7320753.500000 Penalty: 3590.852295
	Iteration 12Q: 3 clusters Score -7320754 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -7321082.000000 Penalty: 3590.852295
	Iteration 13Q: 3 clusters Score -7321082 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -7321297.000000 Penalty: 3590.852295
	Iteration 14Q: 3 clusters Score -7321297 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -7321470.000000 Penalty: 3590.852295
	Iteration 15Q: 3 clusters Score -7321470 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -7321558.000000 Penalty: 3590.852295
	Iteration 16Q: 3 clusters Score -7321558 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -7321617.000000 Penalty: 3590.852295
	Iteration 17Q: 3 clusters Score -7321617 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -7321658.500000 Penalty: 3590.852295
	Iteration 18Q: 3 clusters Score -7321658 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -7321688.500000 Penalty: 3590.852295
	Iteration 19Q: 3 clusters Score -7321688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -7321716.000000 Penalty: 3590.852295
	Iteration 20F: 3 clusters Score -7321716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -7321715.000000 Penalty: 3590.852295
	Iteration 21Q: 3 clusters Score -7321715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -7321721.000000 Penalty: 3590.852295
	Iteration 22Q: 3 clusters Score -7321721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -7321720.000000 Penalty: 3590.852295
	Iteration 23Q: 3 clusters Score -7321720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -7321726.500000 Penalty: 3590.852295
	Iteration 24Q: 3 clusters Score -7321726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -7321728.500000 Penalty: 3590.852295
	Iteration 25Q: 3 clusters Score -7321728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
Score: -7321725.500000 Penalty: 3590.852295
	Iteration 26Q: 3 clusters Score -7321726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -7321721.500000 Penalty: 3590.852295
	Iteration 27Q: 3 clusters Score -7321722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -7321729.500000 Penalty: 3590.852295
	Iteration 28Q: 3 clusters Score -7321730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -7321727.000000 Penalty: 3590.852295
	Iteration 29Q: 3 clusters Score -7321727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -7321726.500000 Penalty: 3590.852295
	Iteration 30Q: 3 clusters Score -7321726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -7321726.000000 Penalty: 3590.852295
	Iteration 31Q: 3 clusters Score -7321726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -7321735.500000 Penalty: 3590.852295
	Iteration 32Q: 3 clusters Score -7321736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -7321722.000000 Penalty: 3590.852295
	Iteration 33Q: 3 clusters Score -7321722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -7321724.500000 Penalty: 3590.852295
	Iteration 34Q: 3 clusters Score -7321724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -7321721.000000 Penalty: 3590.852295
	Iteration 35Q: 3 clusters Score -7321721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -7321731.000000 Penalty: 3590.852295
	Iteration 36Q: 3 clusters Score -7321731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -7321728.000000 Penalty: 3590.852295
	Iteration 37Q: 3 clusters Score -7321728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -7321727.000000 Penalty: 3590.852295
	Iteration 38Q: 3 clusters Score -7321727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -7321725.000000 Penalty: 3590.852295
	Iteration 39Q: 3 clusters Score -7321725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -7321730.500000 Penalty: 3590.852295
	Iteration 40F: 3 clusters Score -7321730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -7321726.500000 Penalty: 3590.852295
	Iteration 41Q: 3 clusters Score -7321726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -7321726.000000 Penalty: 3590.852295
	Iteration 42Q: 3 clusters Score -7321726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -7321726.000000 Penalty: 3590.852295
	Iteration 43F: 3 clusters Score -7321726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Entering Unmasked Estep 
Score: -1634745.875000 Penalty: 1551.947876
	Iteration 0F: 2 clusters Score -1634746 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 7010 members 
Entering Unmasked Estep 
Score: -1624876.500000 Penalty: 3103.895752
	Iteration 0F: 3 clusters Score -1624876 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1628255.875000 Penalty: 3103.895752
	Iteration 1F: 3 clusters Score -1628256 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1628461.000000 Penalty: 3103.895752
	Iteration 2Q: 3 clusters Score -1628461 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1628632.375000 Penalty: 3103.895752
	Iteration 3Q: 3 clusters Score -1628632 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1628783.625000 Penalty: 3103.895752
	Iteration 4Q: 3 clusters Score -1628784 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1628913.625000 Penalty: 3103.895752
	Iteration 5Q: 3 clusters Score -1628914 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1629035.750000 Penalty: 3103.895752
	Iteration 6Q: 3 clusters Score -1629036 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1629164.875000 Penalty: 3103.895752
	Iteration 7Q: 3 clusters Score -1629165 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1629317.000000 Penalty: 3103.895752
	Iteration 8Q: 3 clusters Score -1629317 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1629525.375000 Penalty: 3103.895752
	Iteration 9Q: 3 clusters Score -1629525 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1629854.750000 Penalty: 3103.895752
	Iteration 10Q: 3 clusters Score -1629855 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1630406.000000 Penalty: 3103.895752
	Iteration 11F: 3 clusters Score -1630406 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1631201.875000 Penalty: 3103.895752
	Iteration 12F: 3 clusters Score -1631202 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1632086.250000 Penalty: 3103.895752
	Iteration 13F: 3 clusters Score -1632086 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1632898.125000 Penalty: 3103.895752
	Iteration 14F: 3 clusters Score -1632898 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1633423.500000 Penalty: 3103.895752
	Iteration 15Q: 3 clusters Score -1633424 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1633704.250000 Penalty: 3103.895752
	Iteration 16Q: 3 clusters Score -1633704 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1633837.500000 Penalty: 3103.895752
	Iteration 17Q: 3 clusters Score -1633838 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1633906.875000 Penalty: 3103.895752
	Iteration 18Q: 3 clusters Score -1633907 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1633951.000000 Penalty: 3103.895752
	Iteration 19Q: 3 clusters Score -1633951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1633971.750000 Penalty: 3103.895752
	Iteration 20F: 3 clusters Score -1633972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1633989.000000 Penalty: 3103.895752
	Iteration 21Q: 3 clusters Score -1633989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1634006.375000 Penalty: 3103.895752
	Iteration 22Q: 3 clusters Score -1634006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1634024.000000 Penalty: 3103.895752
	Iteration 23Q: 3 clusters Score -1634024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1634033.500000 Penalty: 3103.895752
	Iteration 24Q: 3 clusters Score -1634034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1634040.375000 Penalty: 3103.895752
	Iteration 25Q: 3 clusters Score -1634040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1634042.250000 Penalty: 3103.895752
	Iteration 26Q: 3 clusters Score -1634042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1634042.250000 Penalty: 3103.895752
	Iteration 27Q: 3 clusters Score -1634042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1634048.250000 Penalty: 3103.895752
	Iteration 28Q: 3 clusters Score -1634048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1634049.375000 Penalty: 3103.895752
	Iteration 29Q: 3 clusters Score -1634049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1634055.875000 Penalty: 3103.895752
	Iteration 30Q: 3 clusters Score -1634056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1634057.375000 Penalty: 3103.895752
	Iteration 31Q: 3 clusters Score -1634057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1634054.500000 Penalty: 3103.895752
	Iteration 32Q: 3 clusters Score -1634054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1634055.875000 Penalty: 3103.895752
	Iteration 33Q: 3 clusters Score -1634056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1634057.500000 Penalty: 3103.895752
	Iteration 34Q: 3 clusters Score -1634058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1634058.250000 Penalty: 3103.895752
	Iteration 35Q: 3 clusters Score -1634058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1634059.000000 Penalty: 3103.895752
	Iteration 36Q: 3 clusters Score -1634059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1634059.000000 Penalty: 3103.895752
	Iteration 37F: 3 clusters Score -1634059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Entering Unmasked Estep 
Score: -3232957.250000 Penalty: 1669.196289
	Iteration 0F: 2 clusters Score -3232957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3213490.750000 Penalty: 3338.392578
	Iteration 0F: 3 clusters Score -3213491 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3220915.500000 Penalty: 3338.392578
	Iteration 1F: 3 clusters Score -3220916 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3221328.250000 Penalty: 3338.392578
	Iteration 2Q: 3 clusters Score -3221328 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3221767.750000 Penalty: 3338.392578
	Iteration 3Q: 3 clusters Score -3221768 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3222347.750000 Penalty: 3338.392578
	Iteration 4Q: 3 clusters Score -3222348 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3223093.000000 Penalty: 3338.392578
	Iteration 5F: 3 clusters Score -3223093 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3224213.250000 Penalty: 3338.392578
	Iteration 6F: 3 clusters Score -3224213 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3225770.250000 Penalty: 3338.392578
	Iteration 7F: 3 clusters Score -3225770 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3227747.750000 Penalty: 3338.392578
	Iteration 8F: 3 clusters Score -3227748 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3229577.500000 Penalty: 3338.392578
	Iteration 9F: 3 clusters Score -3229578 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3230659.250000 Penalty: 3338.392578
	Iteration 10Q: 3 clusters Score -3230659 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3231116.750000 Penalty: 3338.392578
	Iteration 11Q: 3 clusters Score -3231117 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3231307.250000 Penalty: 3338.392578
	Iteration 12Q: 3 clusters Score -3231307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3231380.750000 Penalty: 3338.392578
	Iteration 13Q: 3 clusters Score -3231381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3231419.500000 Penalty: 3338.392578
	Iteration 14Q: 3 clusters Score -3231420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3231444.250000 Penalty: 3338.392578
	Iteration 15Q: 3 clusters Score -3231444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3231452.250000 Penalty: 3338.392578
	Iteration 16Q: 3 clusters Score -3231452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3231452.750000 Penalty: 3338.392578
	Iteration 17Q: 3 clusters Score -3231453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3231452.750000 Penalty: 3338.392578
	Iteration 18F: 3 clusters Score -3231453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (61010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Entering Unmasked Estep 
Score: -7186808.500000 Penalty: 1790.553833
	Iteration 0F: 2 clusters Score -7186808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -7146270.500000 Penalty: 3581.107666
	Iteration 0F: 3 clusters Score -7146270 nChanged 28695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -7163020.500000 Penalty: 3581.107666
	Iteration 1F: 3 clusters Score -7163020 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -7164413.000000 Penalty: 3581.107666
	Iteration 2F: 3 clusters Score -7164413 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -7167026.500000 Penalty: 3581.107666
	Iteration 3F: 3 clusters Score -7167026 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -7171428.000000 Penalty: 3581.107666
	Iteration 4F: 3 clusters Score -7171428 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -7177365.500000 Penalty: 3581.107666
	Iteration 5F: 3 clusters Score -7177366 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -7182318.500000 Penalty: 3581.107666
	Iteration 6F: 3 clusters Score -7182318 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -7184456.500000 Penalty: 3581.107666
	Iteration 7Q: 3 clusters Score -7184456 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7184994.000000 Penalty: 3581.107666
	Iteration 8Q: 3 clusters Score -7184994 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -7185122.500000 Penalty: 3581.107666
	Iteration 9Q: 3 clusters Score -7185122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -7185187.500000 Penalty: 3581.107666
	Iteration 10Q: 3 clusters Score -7185188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -7185210.500000 Penalty: 3581.107666
	Iteration 11Q: 3 clusters Score -7185210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -7185213.000000 Penalty: 3581.107666
	Iteration 12Q: 3 clusters Score -7185213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -7185213.000000 Penalty: 3581.107666
	Iteration 13F: 3 clusters Score -7185213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -40907.570312 Penalty: 975.631653
	Iteration 0F: 2 clusters Score -40907.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39897.726562 Penalty: 1951.263306
	Iteration 0F: 3 clusters Score -39897.73 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39995.667969 Penalty: 1951.263306
	Iteration 1F: 3 clusters Score -39995.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40036.488281 Penalty: 1951.263306
	Iteration 2F: 3 clusters Score -40036.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40076.433594 Penalty: 1951.263306
	Iteration 3Q: 3 clusters Score -40076.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40109.875000 Penalty: 1951.263306
	Iteration 4Q: 3 clusters Score -40109.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40158.726562 Penalty: 1951.263306
	Iteration 5Q: 3 clusters Score -40158.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40208.300781 Penalty: 1951.263306
	Iteration 6Q: 3 clusters Score -40208.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40234.953125 Penalty: 1951.263306
	Iteration 7Q: 3 clusters Score -40234.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40261.273438 Penalty: 1951.263306
	Iteration 8Q: 3 clusters Score -40261.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40280.222656 Penalty: 1951.263306
	Iteration 9Q: 3 clusters Score -40280.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40303.937500 Penalty: 1951.263306
	Iteration 10Q: 3 clusters Score -40303.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -40323.328125 Penalty: 1951.263306
	Iteration 11Q: 3 clusters Score -40323.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -40333.800781 Penalty: 1951.263306
	Iteration 12Q: 3 clusters Score -40333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40343.000000 Penalty: 1951.263306
	Iteration 13Q: 3 clusters Score -40343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40353.621094 Penalty: 1951.263306
	Iteration 14Q: 3 clusters Score -40353.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40354.750000 Penalty: 1951.263306
	Iteration 15Q: 3 clusters Score -40354.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40364.292969 Penalty: 1951.263306
	Iteration 16Q: 3 clusters Score -40364.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40366.714844 Penalty: 1951.263306
	Iteration 17Q: 3 clusters Score -40366.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40366.714844 Penalty: 1951.263306
	Iteration 18F: 3 clusters Score -40366.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -215509.421875 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -215509.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -213511.171875 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -213511.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -214109.421875 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -214109.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -214350.109375 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -214350.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -214537.984375 Penalty: 2466.698486
	Iteration 3F: 3 clusters Score -214538 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -214770.906250 Penalty: 2466.698486
	Iteration 4F: 3 clusters Score -214770.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -214957.796875 Penalty: 2466.698486
	Iteration 5F: 3 clusters Score -214957.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -215103.921875 Penalty: 2466.698486
	Iteration 6Q: 3 clusters Score -215103.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -215177.046875 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -215177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -215210.500000 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -215210.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -215232.843750 Penalty: 2466.698486
	Iteration 9Q: 3 clusters Score -215232.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -215245.375000 Penalty: 2466.698486
	Iteration 10Q: 3 clusters Score -215245.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -215252.015625 Penalty: 2466.698486
	Iteration 11Q: 3 clusters Score -215252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -215255.578125 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -215255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -215255.578125 Penalty: 2466.698486
	Iteration 13F: 3 clusters Score -215255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Entering Unmasked Estep 
Score: -9606891.000000 Penalty: 1838.542725
	Iteration 0F: 2 clusters Score -9606891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -9552879.000000 Penalty: 3677.085449
	Iteration 0F: 3 clusters Score -9552879 nChanged 38962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -9575239.000000 Penalty: 3677.085449
	Iteration 1F: 3 clusters Score -9575239 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -9576220.000000 Penalty: 3677.085449
	Iteration 2Q: 3 clusters Score -9576220 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -9577687.000000 Penalty: 3677.085449
	Iteration 3Q: 3 clusters Score -9577687 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -9580463.000000 Penalty: 3677.085449
	Iteration 4F: 3 clusters Score -9580463 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -9585222.000000 Penalty: 3677.085449
	Iteration 5F: 3 clusters Score -9585222 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -9592280.000000 Penalty: 3677.085449
	Iteration 6F: 3 clusters Score -9592280 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -9599473.000000 Penalty: 3677.085449
	Iteration 7F: 3 clusters Score -9599473 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -9603560.000000 Penalty: 3677.085449
	Iteration 8F: 3 clusters Score -9603560 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -9604819.000000 Penalty: 3677.085449
	Iteration 9Q: 3 clusters Score -9604819 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 81725 members 
Entering Unmasked Estep 
Score: -9605131.000000 Penalty: 3677.085449
	Iteration 10Q: 3 clusters Score -9605131 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -9605236.000000 Penalty: 3677.085449
	Iteration 11Q: 3 clusters Score -9605236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 81824 members 
Entering Unmasked Estep 
Score: -9605278.000000 Penalty: 3677.085449
	Iteration 12Q: 3 clusters Score -9605278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -9605300.000000 Penalty: 3677.085449
	Iteration 13Q: 3 clusters Score -9605300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -9605313.000000 Penalty: 3677.085449
	Iteration 14Q: 3 clusters Score -9605313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 81841 members 
Entering Unmasked Estep 
Score: -9605321.000000 Penalty: 3677.085449
	Iteration 15Q: 3 clusters Score -9605321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -9605334.000000 Penalty: 3677.085449
	Iteration 16Q: 3 clusters Score -9605334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -9605336.000000 Penalty: 3677.085449
	Iteration 17Q: 3 clusters Score -9605336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -9605336.000000 Penalty: 3677.085449
	Iteration 18F: 3 clusters Score -9605336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -28344.207031 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -28344.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27484.921875 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -27484.92 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27608.017578 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -27608.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27639.375000 Penalty: 1833.619873
	Iteration 2Q: 3 clusters Score -27639.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27659.042969 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -27659.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27669.984375 Penalty: 1833.619873
	Iteration 4Q: 3 clusters Score -27669.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27683.480469 Penalty: 1833.619873
	Iteration 5Q: 3 clusters Score -27683.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27699.462891 Penalty: 1833.619873
	Iteration 6Q: 3 clusters Score -27699.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27715.953125 Penalty: 1833.619873
	Iteration 7Q: 3 clusters Score -27715.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27719.076172 Penalty: 1833.619873
	Iteration 8Q: 3 clusters Score -27719.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27720.482422 Penalty: 1833.619873
	Iteration 9Q: 3 clusters Score -27720.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27721.316406 Penalty: 1833.619873
	Iteration 10Q: 3 clusters Score -27721.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27721.316406 Penalty: 1833.619873
	Iteration 11F: 3 clusters Score -27721.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Entering Unmasked Estep 
Score: -615650.937500 Penalty: 1396.399414
	Iteration 0F: 2 clusters Score -615650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -611458.062500 Penalty: 2792.798828
	Iteration 0F: 3 clusters Score -611458.1 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -612630.062500 Penalty: 2792.798828
	Iteration 1F: 3 clusters Score -612630.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -612825.375000 Penalty: 2792.798828
	Iteration 2F: 3 clusters Score -612825.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -612980.250000 Penalty: 2792.798828
	Iteration 3F: 3 clusters Score -612980.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -613128.750000 Penalty: 2792.798828
	Iteration 4Q: 3 clusters Score -613128.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -613306.250000 Penalty: 2792.798828
	Iteration 5Q: 3 clusters Score -613306.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -613516.500000 Penalty: 2792.798828
	Iteration 6Q: 3 clusters Score -613516.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -613787.750000 Penalty: 2792.798828
	Iteration 7F: 3 clusters Score -613787.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -614248.625000 Penalty: 2792.798828
	Iteration 8F: 3 clusters Score -614248.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -614873.062500 Penalty: 2792.798828
	Iteration 9F: 3 clusters Score -614873.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -615400.812500 Penalty: 2792.798828
	Iteration 10F: 3 clusters Score -615400.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -615698.812500 Penalty: 2792.798828
	Iteration 11Q: 3 clusters Score -615698.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -615859.125000 Penalty: 2792.798828
	Iteration 12Q: 3 clusters Score -615859.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -615944.250000 Penalty: 2792.798828
	Iteration 13Q: 3 clusters Score -615944.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -615981.500000 Penalty: 2792.798828
	Iteration 14Q: 3 clusters Score -615981.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -615992.375000 Penalty: 2792.798828
	Iteration 15Q: 3 clusters Score -615992.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -615995.937500 Penalty: 2792.798828
	Iteration 16Q: 3 clusters Score -615995.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -615999.875000 Penalty: 2792.798828
	Iteration 17Q: 3 clusters Score -615999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -615999.375000 Penalty: 2792.798828
	Iteration 18Q: 3 clusters Score -615999.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -616000.875000 Penalty: 2792.798828
	Iteration 19Q: 3 clusters Score -616000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -616001.375000 Penalty: 2792.798828
	Iteration 20F: 3 clusters Score -616001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -616002.500000 Penalty: 2792.798828
	Iteration 21Q: 3 clusters Score -616002.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -616003.812500 Penalty: 2792.798828
	Iteration 22Q: 3 clusters Score -616003.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -616003.812500 Penalty: 2792.798828
	Iteration 23F: 3 clusters Score -616003.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 111829 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34651 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88958 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131113 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62867 members 
Mstep: Class 14 contains 14051 members 
Mstep: Class 15 contains 28911 members 
Mstep: Class 16 contains 61010 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81970 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 3121 members 
Mstep: Class 22 contains 81853 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 2274 members 
Entering Unmasked Estep 
Score: -86210264.000000 Penalty: 57207.613281
Splitting cluster 21 changes total score from -86210816.000000 to -86210264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (81853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Entering Unmasked Estep 
Score: -9478176.000000 Penalty: 1838.310547
	Iteration 0F: 2 clusters Score -9478176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -9423707.000000 Penalty: 3676.621094
	Iteration 0F: 3 clusters Score -9423707 nChanged 38939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -9446331.000000 Penalty: 3676.621094
	Iteration 1F: 3 clusters Score -9446331 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -9446881.000000 Penalty: 3676.621094
	Iteration 2Q: 3 clusters Score -9446881 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -9447466.000000 Penalty: 3676.621094
	Iteration 3Q: 3 clusters Score -9447466 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -9448127.000000 Penalty: 3676.621094
	Iteration 4Q: 3 clusters Score -9448127 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -9448895.000000 Penalty: 3676.621094
	Iteration 5Q: 3 clusters Score -9448895 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -9449852.000000 Penalty: 3676.621094
	Iteration 6Q: 3 clusters Score -9449852 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -9451329.000000 Penalty: 3676.621094
	Iteration 7Q: 3 clusters Score -9451329 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -9453793.000000 Penalty: 3676.621094
	Iteration 8F: 3 clusters Score -9453793 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -9457030.000000 Penalty: 3676.621094
	Iteration 9F: 3 clusters Score -9457030 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -9460845.000000 Penalty: 3676.621094
	Iteration 10F: 3 clusters Score -9460845 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -9464331.000000 Penalty: 3676.621094
	Iteration 11F: 3 clusters Score -9464331 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -9466898.000000 Penalty: 3676.621094
	Iteration 12Q: 3 clusters Score -9466898 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -9468597.000000 Penalty: 3676.621094
	Iteration 13Q: 3 clusters Score -9468597 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -9469823.000000 Penalty: 3676.621094
	Iteration 14Q: 3 clusters Score -9469823 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -9470994.000000 Penalty: 3676.621094
	Iteration 15Q: 3 clusters Score -9470994 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -9472114.000000 Penalty: 3676.621094
	Iteration 16Q: 3 clusters Score -9472114 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 76146 members 
Entering Unmasked Estep 
Score: -9473104.000000 Penalty: 3676.621094
	Iteration 17Q: 3 clusters Score -9473104 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -9473977.000000 Penalty: 3676.621094
	Iteration 18Q: 3 clusters Score -9473977 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -9474704.000000 Penalty: 3676.621094
	Iteration 19Q: 3 clusters Score -9474704 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -9475322.000000 Penalty: 3676.621094
	Iteration 20F: 3 clusters Score -9475322 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -9475829.000000 Penalty: 3676.621094
	Iteration 21Q: 3 clusters Score -9475829 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -9476111.000000 Penalty: 3676.621094
	Iteration 22Q: 3 clusters Score -9476111 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -9476305.000000 Penalty: 3676.621094
	Iteration 23Q: 3 clusters Score -9476305 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -9476427.000000 Penalty: 3676.621094
	Iteration 24Q: 3 clusters Score -9476427 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -9476491.000000 Penalty: 3676.621094
	Iteration 25Q: 3 clusters Score -9476491 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -9476526.000000 Penalty: 3676.621094
	Iteration 26Q: 3 clusters Score -9476526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -9476583.000000 Penalty: 3676.621094
	Iteration 27Q: 3 clusters Score -9476583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -9476613.000000 Penalty: 3676.621094
	Iteration 28Q: 3 clusters Score -9476613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -9476633.000000 Penalty: 3676.621094
	Iteration 29Q: 3 clusters Score -9476633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -9476629.000000 Penalty: 3676.621094
	Iteration 30Q: 3 clusters Score -9476629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -9476639.000000 Penalty: 3676.621094
	Iteration 31Q: 3 clusters Score -9476639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 81548 members 
Entering Unmasked Estep 
Score: -9476642.000000 Penalty: 3676.621094
	Iteration 32Q: 3 clusters Score -9476642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -9476632.000000 Penalty: 3676.621094
	Iteration 33Q: 3 clusters Score -9476632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -9476636.000000 Penalty: 3676.621094
	Iteration 34Q: 3 clusters Score -9476636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -9476635.000000 Penalty: 3676.621094
	Iteration 35Q: 3 clusters Score -9476635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -9476632.000000 Penalty: 3676.621094
	Iteration 36Q: 3 clusters Score -9476632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 81560 members 
Entering Unmasked Estep 
Score: -9476638.000000 Penalty: 3676.621094
	Iteration 37Q: 3 clusters Score -9476638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 81560 members 
Entering Unmasked Estep 
Score: -9476638.000000 Penalty: 3676.621094
	Iteration 38F: 3 clusters Score -9476638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -112393.007812 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -112393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -110964.882812 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -110964.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111202.359375 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -111202.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -111249.710938 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -111249.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111259.750000 Penalty: 2238.454590
	Iteration 3Q: 3 clusters Score -111259.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -111265.406250 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -111265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111271.742188 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -111271.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111278.992188 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -111279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111286.617188 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -111286.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -111292.343750 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -111292.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111294.179688 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -111294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111295.140625 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -111295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111300.390625 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -111300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111302.921875 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -111302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -111304.617188 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -111304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111307.312500 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -111307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111311.507812 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -111311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111312.367188 Penalty: 2238.454590
	Iteration 16Q: 3 clusters Score -111312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111313.625000 Penalty: 2238.454590
	Iteration 17Q: 3 clusters Score -111313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111314.773438 Penalty: 2238.454590
	Iteration 18Q: 3 clusters Score -111314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111314.773438 Penalty: 2238.454590
	Iteration 19F: 3 clusters Score -111314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Entering Unmasked Estep 
Score: -1323090.875000 Penalty: 1520.166992
	Iteration 0F: 2 clusters Score -1323091 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 5745 members 
Entering Unmasked Estep 
Score: -1314898.000000 Penalty: 3040.333984
	Iteration 0F: 3 clusters Score -1314898 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1317674.750000 Penalty: 3040.333984
	Iteration 1F: 3 clusters Score -1317675 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1318026.125000 Penalty: 3040.333984
	Iteration 2F: 3 clusters Score -1318026 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1318316.625000 Penalty: 3040.333984
	Iteration 3F: 3 clusters Score -1318317 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1318609.625000 Penalty: 3040.333984
	Iteration 4F: 3 clusters Score -1318610 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1318905.250000 Penalty: 3040.333984
	Iteration 5F: 3 clusters Score -1318905 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1319207.750000 Penalty: 3040.333984
	Iteration 6F: 3 clusters Score -1319208 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1319483.375000 Penalty: 3040.333984
	Iteration 7Q: 3 clusters Score -1319483 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1319763.250000 Penalty: 3040.333984
	Iteration 8Q: 3 clusters Score -1319763 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1320058.500000 Penalty: 3040.333984
	Iteration 9Q: 3 clusters Score -1320058 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1320379.250000 Penalty: 3040.333984
	Iteration 10Q: 3 clusters Score -1320379 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1320691.625000 Penalty: 3040.333984
	Iteration 11Q: 3 clusters Score -1320692 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1320982.375000 Penalty: 3040.333984
	Iteration 12Q: 3 clusters Score -1320982 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1321221.000000 Penalty: 3040.333984
	Iteration 13Q: 3 clusters Score -1321221 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1321420.000000 Penalty: 3040.333984
	Iteration 14Q: 3 clusters Score -1321420 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1321592.500000 Penalty: 3040.333984
	Iteration 15Q: 3 clusters Score -1321592 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1321698.875000 Penalty: 3040.333984
	Iteration 16Q: 3 clusters Score -1321699 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1321779.125000 Penalty: 3040.333984
	Iteration 17Q: 3 clusters Score -1321779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1321836.875000 Penalty: 3040.333984
	Iteration 18Q: 3 clusters Score -1321837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1321869.875000 Penalty: 3040.333984
	Iteration 19Q: 3 clusters Score -1321870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1321897.625000 Penalty: 3040.333984
	Iteration 20F: 3 clusters Score -1321898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1321920.875000 Penalty: 3040.333984
	Iteration 21Q: 3 clusters Score -1321921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1321937.125000 Penalty: 3040.333984
	Iteration 22Q: 3 clusters Score -1321937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1321954.250000 Penalty: 3040.333984
	Iteration 23Q: 3 clusters Score -1321954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1321964.125000 Penalty: 3040.333984
	Iteration 24Q: 3 clusters Score -1321964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1321971.000000 Penalty: 3040.333984
	Iteration 25Q: 3 clusters Score -1321971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1321979.500000 Penalty: 3040.333984
	Iteration 26Q: 3 clusters Score -1321980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1321981.125000 Penalty: 3040.333984
	Iteration 27Q: 3 clusters Score -1321981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1321989.250000 Penalty: 3040.333984
	Iteration 28Q: 3 clusters Score -1321989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1321989.250000 Penalty: 3040.333984
	Iteration 29Q: 3 clusters Score -1321989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1321989.250000 Penalty: 3040.333984
	Iteration 30Q: 3 clusters Score -1321989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1321989.250000 Penalty: 3040.333984
	Iteration 31F: 3 clusters Score -1321989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -616091.562500 Penalty: 1407.937866
	Iteration 0F: 2 clusters Score -616091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -611571.562500 Penalty: 2815.875732
	Iteration 0F: 3 clusters Score -611571.6 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -612995.312500 Penalty: 2815.875732
	Iteration 1F: 3 clusters Score -612995.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -613365.687500 Penalty: 2815.875732
	Iteration 2F: 3 clusters Score -613365.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -613695.062500 Penalty: 2815.875732
	Iteration 3F: 3 clusters Score -613695.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -613956.062500 Penalty: 2815.875732
	Iteration 4F: 3 clusters Score -613956.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -614126.937500 Penalty: 2815.875732
	Iteration 5Q: 3 clusters Score -614126.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -614260.062500 Penalty: 2815.875732
	Iteration 6Q: 3 clusters Score -614260.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -614368.625000 Penalty: 2815.875732
	Iteration 7Q: 3 clusters Score -614368.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -614467.187500 Penalty: 2815.875732
	Iteration 8Q: 3 clusters Score -614467.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -614538.500000 Penalty: 2815.875732
	Iteration 9Q: 3 clusters Score -614538.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -614613.500000 Penalty: 2815.875732
	Iteration 10Q: 3 clusters Score -614613.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -614686.875000 Penalty: 2815.875732
	Iteration 11Q: 3 clusters Score -614686.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -614757.500000 Penalty: 2815.875732
	Iteration 12Q: 3 clusters Score -614757.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -614824.437500 Penalty: 2815.875732
	Iteration 13Q: 3 clusters Score -614824.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -614901.812500 Penalty: 2815.875732
	Iteration 14Q: 3 clusters Score -614901.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -614978.062500 Penalty: 2815.875732
	Iteration 15Q: 3 clusters Score -614978.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -615040.500000 Penalty: 2815.875732
	Iteration 16Q: 3 clusters Score -615040.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -615094.125000 Penalty: 2815.875732
	Iteration 17Q: 3 clusters Score -615094.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -615126.812500 Penalty: 2815.875732
	Iteration 18Q: 3 clusters Score -615126.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -615142.562500 Penalty: 2815.875732
	Iteration 19Q: 3 clusters Score -615142.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -615151.687500 Penalty: 2815.875732
	Iteration 20F: 3 clusters Score -615151.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -615156.312500 Penalty: 2815.875732
	Iteration 21Q: 3 clusters Score -615156.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -615160.000000 Penalty: 2815.875732
	Iteration 22Q: 3 clusters Score -615160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -615165.812500 Penalty: 2815.875732
	Iteration 23Q: 3 clusters Score -615165.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -615169.000000 Penalty: 2815.875732
	Iteration 24Q: 3 clusters Score -615169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -615171.250000 Penalty: 2815.875732
	Iteration 25Q: 3 clusters Score -615171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -615172.062500 Penalty: 2815.875732
	Iteration 26Q: 3 clusters Score -615172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -615171.125000 Penalty: 2815.875732
	Iteration 27Q: 3 clusters Score -615171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -615173.250000 Penalty: 2815.875732
	Iteration 28Q: 3 clusters Score -615173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -615175.000000 Penalty: 2815.875732
	Iteration 29Q: 3 clusters Score -615175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -615174.437500 Penalty: 2815.875732
	Iteration 30Q: 3 clusters Score -615174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -615175.312500 Penalty: 2815.875732
	Iteration 31Q: 3 clusters Score -615175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -615175.187500 Penalty: 2815.875732
	Iteration 32Q: 3 clusters Score -615175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -615175.687500 Penalty: 2815.875732
	Iteration 33Q: 3 clusters Score -615175.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -615175.937500 Penalty: 2815.875732
	Iteration 34Q: 3 clusters Score -615175.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -615175.937500 Penalty: 2815.875732
	Iteration 35Q: 3 clusters Score -615175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -615177.375000 Penalty: 2815.875732
	Iteration 36Q: 3 clusters Score -615177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -615178.125000 Penalty: 2815.875732
	Iteration 37Q: 3 clusters Score -615178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -615177.125000 Penalty: 2815.875732
	Iteration 38Q: 3 clusters Score -615177.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -615179.500000 Penalty: 2815.875732
	Iteration 39Q: 3 clusters Score -615179.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -615180.500000 Penalty: 2815.875732
	Iteration 40F: 3 clusters Score -615180.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -615180.125000 Penalty: 2815.875732
	Iteration 41Q: 3 clusters Score -615180.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -615180.687500 Penalty: 2815.875732
	Iteration 42Q: 3 clusters Score -615180.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -615181.500000 Penalty: 2815.875732
	Iteration 43Q: 3 clusters Score -615181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -615181.500000 Penalty: 2815.875732
	Iteration 44F: 3 clusters Score -615181.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 111829 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34651 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88958 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131113 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62867 members 
Mstep: Class 14 contains 14051 members 
Mstep: Class 15 contains 28911 members 
Mstep: Class 16 contains 61010 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81970 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 81853 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210864.000000 Penalty: 55007.320312
Iteration 279Q: 26 clusters Score -8.621086e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 111814 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34654 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5669 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88936 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131134 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62859 members 
Mstep: Class 14 contains 14049 members 
Mstep: Class 15 contains 28910 members 
Mstep: Class 16 contains 61043 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81957 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5396 members 
Mstep: Class 22 contains 81858 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210904.000000 Penalty: 55007.320312
Iteration 280F: 26 clusters Score -8.62109e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 111796 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34655 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5668 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88917 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131147 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62849 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 28910 members 
Mstep: Class 16 contains 61092 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81939 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 81857 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210856.000000 Penalty: 55007.320312
Iteration 281Q: 26 clusters Score -8.621086e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 111776 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34652 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5669 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88904 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131168 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62840 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 28910 members 
Mstep: Class 16 contains 61128 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81920 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 81860 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210800.000000 Penalty: 55007.320312
Iteration 282Q: 26 clusters Score -8.62108e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 111743 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34649 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 5667 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88878 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131179 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62836 members 
Mstep: Class 14 contains 14057 members 
Mstep: Class 15 contains 28913 members 
Mstep: Class 16 contains 61188 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81905 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 81865 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210848.000000 Penalty: 55007.320312
Iteration 283Q: 26 clusters Score -8.621085e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 111713 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34639 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5667 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88831 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131208 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62822 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 28912 members 
Mstep: Class 16 contains 61269 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81885 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 81874 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210760.000000 Penalty: 55007.320312
Iteration 284Q: 26 clusters Score -8.621076e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 111688 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34639 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5666 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88775 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131228 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62817 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 28914 members 
Mstep: Class 16 contains 61349 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81870 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 81873 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210688.000000 Penalty: 55007.320312
Iteration 285Q: 26 clusters Score -8.621069e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 111651 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34638 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 5664 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88717 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131248 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62816 members 
Mstep: Class 14 contains 14062 members 
Mstep: Class 15 contains 28918 members 
Mstep: Class 16 contains 61440 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 81852 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5400 members 
Mstep: Class 22 contains 81865 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210600.000000 Penalty: 55007.320312
Iteration 286Q: 26 clusters Score -8.62106e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 111619 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 34641 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5660 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88669 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131264 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62812 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28922 members 
Mstep: Class 16 contains 61530 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 81833 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5401 members 
Mstep: Class 22 contains 81854 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210544.000000 Penalty: 55007.320312
Iteration 287Q: 26 clusters Score -8.621054e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 111588 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34638 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5660 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88600 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131287 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62806 members 
Mstep: Class 14 contains 14067 members 
Mstep: Class 15 contains 28923 members 
Mstep: Class 16 contains 61635 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 81816 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5403 members 
Mstep: Class 22 contains 81844 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210616.000000 Penalty: 55007.320312
Iteration 288Q: 26 clusters Score -8.621062e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 111568 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34639 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5659 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88546 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131310 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62797 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28925 members 
Mstep: Class 16 contains 61706 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 81791 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 81851 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210480.000000 Penalty: 55007.320312
Iteration 289Q: 26 clusters Score -8.621048e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 111544 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34640 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5656 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88475 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 131343 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62795 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28926 members 
Mstep: Class 16 contains 61788 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 81772 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 81856 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210520.000000 Penalty: 55007.320312
Iteration 290Q: 26 clusters Score -8.621052e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 111505 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34645 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 5657 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88398 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 131371 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62791 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28927 members 
Mstep: Class 16 contains 61871 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81762 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 22 contains 81865 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210616.000000 Penalty: 55007.320312
Iteration 291Q: 26 clusters Score -8.621062e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 111474 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34652 members 
Mstep: Class 5 contains 3591 members 
Mstep: Class 6 contains 5660 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88314 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 131403 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62791 members 
Mstep: Class 14 contains 14064 members 
Mstep: Class 15 contains 28926 members 
Mstep: Class 16 contains 61953 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 81746 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5412 members 
Mstep: Class 22 contains 81867 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210488.000000 Penalty: 55007.320312
Iteration 292Q: 26 clusters Score -8.621049e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 111433 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34660 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5658 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88204 members 
Mstep: Class 9 contains 2429 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 131432 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62792 members 
Mstep: Class 14 contains 14063 members 
Mstep: Class 15 contains 28925 members 
Mstep: Class 16 contains 62079 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 81729 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 81877 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210488.000000 Penalty: 55007.320312
Iteration 293Q: 26 clusters Score -8.621049e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 111420 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34668 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5654 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88117 members 
Mstep: Class 9 contains 2428 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 131445 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62789 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28925 members 
Mstep: Class 16 contains 62179 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 81709 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 81878 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210560.000000 Penalty: 55007.320312
Iteration 294Q: 26 clusters Score -8.621056e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 111408 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34677 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5651 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88030 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 131456 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62776 members 
Mstep: Class 14 contains 14065 members 
Mstep: Class 15 contains 28927 members 
Mstep: Class 16 contains 62290 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 81685 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 81881 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210392.000000 Penalty: 55007.320312
Iteration 295Q: 26 clusters Score -8.621039e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 111382 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34689 members 
Mstep: Class 5 contains 3589 members 
Mstep: Class 6 contains 5648 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87945 members 
Mstep: Class 9 contains 2428 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 131457 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62773 members 
Mstep: Class 14 contains 14064 members 
Mstep: Class 15 contains 28929 members 
Mstep: Class 16 contains 62409 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 81664 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 81884 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210352.000000 Penalty: 55007.320312
Iteration 296Q: 26 clusters Score -8.621035e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 111378 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34693 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 5647 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87862 members 
Mstep: Class 9 contains 2428 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 131473 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62763 members 
Mstep: Class 14 contains 14066 members 
Mstep: Class 15 contains 28929 members 
Mstep: Class 16 contains 62510 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 81640 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5414 members 
Mstep: Class 22 contains 81884 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210520.000000 Penalty: 55007.320312
Iteration 297Q: 26 clusters Score -8.621052e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 111365 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34697 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5647 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87796 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 131483 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62751 members 
Mstep: Class 14 contains 14068 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 16 contains 62610 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1972 members 
Mstep: Class 19 contains 81601 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 81891 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210552.000000 Penalty: 55007.320312
Iteration 298Q: 26 clusters Score -8.621055e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 111362 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34699 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87726 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131505 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62739 members 
Mstep: Class 14 contains 14071 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 16 contains 62713 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 81558 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5419 members 
Mstep: Class 22 contains 81890 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210600.000000 Penalty: 55007.320312
Iteration 299Q: 26 clusters Score -8.62106e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 111341 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34698 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5644 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87655 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 3675 members 
Mstep: Class 11 contains 131522 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62735 members 
Mstep: Class 14 contains 14071 members 
Mstep: Class 15 contains 28933 members 
Mstep: Class 16 contains 62820 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 81524 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5422 members 
Mstep: Class 22 contains 81893 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210592.000000 Penalty: 55007.320312
Iteration 300F: 26 clusters Score -8.621059e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 111341 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34696 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5645 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87565 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3675 members 
Mstep: Class 11 contains 131537 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62721 members 
Mstep: Class 14 contains 14072 members 
Mstep: Class 15 contains 28934 members 
Mstep: Class 16 contains 62940 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 81477 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 81901 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210616.000000 Penalty: 55007.320312
Iteration 301Q: 26 clusters Score -8.621062e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 111363 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34692 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 5644 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87464 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 3675 members 
Mstep: Class 11 contains 131562 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62710 members 
Mstep: Class 14 contains 14072 members 
Mstep: Class 15 contains 28934 members 
Mstep: Class 16 contains 63041 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 81427 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 81923 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210720.000000 Penalty: 55007.320312
Iteration 302Q: 26 clusters Score -8.621072e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 111365 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 34692 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87391 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131566 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62695 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 28938 members 
Mstep: Class 16 contains 63162 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 81382 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 81935 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210752.000000 Penalty: 55007.320312
Iteration 303Q: 26 clusters Score -8.621075e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 111373 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 34694 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 5639 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87306 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131577 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62672 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 28940 members 
Mstep: Class 16 contains 63288 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 81332 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 81946 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210872.000000 Penalty: 55007.320312
Iteration 304Q: 26 clusters Score -8.621087e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 111358 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 34696 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 5639 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87220 members 
Mstep: Class 9 contains 2435 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131592 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62652 members 
Mstep: Class 14 contains 14077 members 
Mstep: Class 15 contains 28941 members 
Mstep: Class 16 contains 63417 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1972 members 
Mstep: Class 19 contains 81286 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 81958 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210512.000000 Penalty: 55007.320312
Iteration 305Q: 26 clusters Score -8.621051e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 111347 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 34689 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87150 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131601 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62640 members 
Mstep: Class 14 contains 14079 members 
Mstep: Class 15 contains 28939 members 
Mstep: Class 16 contains 63533 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1972 members 
Mstep: Class 19 contains 81244 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 81969 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11554 members 
Mstep: Class 25 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210560.000000 Penalty: 55007.320312
Iteration 306Q: 26 clusters Score -8.621056e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 111329 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34689 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 5642 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87087 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131626 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62617 members 
Mstep: Class 14 contains 14078 members 
Mstep: Class 15 contains 28940 members 
Mstep: Class 16 contains 63634 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 81212 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 81979 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11554 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210736.000000 Penalty: 55007.320312
Iteration 307Q: 26 clusters Score -8.621074e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 111303 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34686 members 
Mstep: Class 5 contains 3580 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87010 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131641 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62597 members 
Mstep: Class 14 contains 14079 members 
Mstep: Class 15 contains 28944 members 
Mstep: Class 16 contains 63760 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 81185 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5429 members 
Mstep: Class 22 contains 81978 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11553 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210736.000000 Penalty: 55007.320312
Iteration 308Q: 26 clusters Score -8.621074e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 111282 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34687 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 5639 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 86910 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 3675 members 
Mstep: Class 11 contains 131640 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62582 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 28945 members 
Mstep: Class 16 contains 63904 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 81152 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 81986 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11554 members 
Mstep: Class 25 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210840.000000 Penalty: 55007.320312
Iteration 309Q: 26 clusters Score -8.621084e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 111260 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34688 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 5639 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 86811 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131642 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62559 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 28945 members 
Mstep: Class 16 contains 64059 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 81110 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 82002 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210784.000000 Penalty: 55007.320312
Iteration 310Q: 26 clusters Score -8.621078e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 111250 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34692 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 5640 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 86703 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131636 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62535 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 28949 members 
Mstep: Class 16 contains 64215 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 81078 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 82021 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11557 members 
Mstep: Class 25 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210736.000000 Penalty: 55007.320312
Iteration 311Q: 26 clusters Score -8.621074e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 111212 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34685 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 5637 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 86614 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131622 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62507 members 
Mstep: Class 14 contains 14083 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 16 contains 64404 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 81050 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 82024 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210736.000000 Penalty: 55007.320312
Iteration 312Q: 26 clusters Score -8.621074e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 111145 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34685 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 86509 members 
Mstep: Class 9 contains 2441 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131608 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62479 members 
Mstep: Class 14 contains 14086 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 16 contains 64616 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 81025 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5434 members 
Mstep: Class 22 contains 82034 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210640.000000 Penalty: 55007.320312
Iteration 313Q: 26 clusters Score -8.621064e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 111085 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34685 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 86400 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 131615 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62450 members 
Mstep: Class 14 contains 14088 members 
Mstep: Class 15 contains 28971 members 
Mstep: Class 16 contains 64830 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 80988 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 82033 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11554 members 
Mstep: Class 25 contains 5796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210688.000000 Penalty: 55007.320312
Iteration 314Q: 26 clusters Score -8.621069e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 110997 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34683 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 5645 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 86275 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 131624 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62423 members 
Mstep: Class 14 contains 14084 members 
Mstep: Class 15 contains 28976 members 
Mstep: Class 16 contains 65075 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 80959 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5435 members 
Mstep: Class 22 contains 82035 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210744.000000 Penalty: 55007.320312
Iteration 315Q: 26 clusters Score -8.621074e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 110920 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 34686 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 5645 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 86108 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 131636 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62384 members 
Mstep: Class 14 contains 14081 members 
Mstep: Class 15 contains 28981 members 
Mstep: Class 16 contains 65378 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 80918 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 82033 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11555 members 
Mstep: Class 25 contains 5798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210664.000000 Penalty: 55007.320312
Iteration 316Q: 26 clusters Score -8.621066e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 110840 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34685 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 5642 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 85906 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 3672 members 
Mstep: Class 11 contains 131643 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62362 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 16 contains 65704 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 80872 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 82033 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 5798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86210816.000000 Penalty: 55007.320312
Iteration 317Q: 26 clusters Score -8.621082e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 110745 members 
Mstep: Class 3 contains 4100 members 
Mstep: Class 4 contains 34688 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 5639 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 85684 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 3672 members 
Mstep: Class 11 contains 131676 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62329 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 28994 members 
Mstep: Class 16 contains 66039 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 80832 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 82027 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211072.000000 Penalty: 55007.320312
Iteration 318Q: 26 clusters Score -8.621107e+07 nChanged 952
Entering ConstructFrom: 
Score: -86211072.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (16103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Entering Unmasked Estep 
Score: -1870023.250000 Penalty: 1574.098633
	Iteration 0F: 2 clusters Score -1870023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1859020.500000 Penalty: 3148.197266
	Iteration 0F: 3 clusters Score -1859020 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1862993.125000 Penalty: 3148.197266
	Iteration 1F: 3 clusters Score -1862993 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1863548.375000 Penalty: 3148.197266
	Iteration 2F: 3 clusters Score -1863548 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1864184.125000 Penalty: 3148.197266
	Iteration 3F: 3 clusters Score -1864184 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1864935.750000 Penalty: 3148.197266
	Iteration 4F: 3 clusters Score -1864936 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1865749.625000 Penalty: 3148.197266
	Iteration 5F: 3 clusters Score -1865750 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1866650.250000 Penalty: 3148.197266
	Iteration 6F: 3 clusters Score -1866650 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1867477.500000 Penalty: 3148.197266
	Iteration 7F: 3 clusters Score -1867478 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1868069.625000 Penalty: 3148.197266
	Iteration 8F: 3 clusters Score -1868070 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1868341.250000 Penalty: 3148.197266
	Iteration 9Q: 3 clusters Score -1868341 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1868454.375000 Penalty: 3148.197266
	Iteration 10Q: 3 clusters Score -1868454 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1868497.750000 Penalty: 3148.197266
	Iteration 11Q: 3 clusters Score -1868498 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1868528.625000 Penalty: 3148.197266
	Iteration 12Q: 3 clusters Score -1868529 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1868546.750000 Penalty: 3148.197266
	Iteration 13Q: 3 clusters Score -1868547 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1868562.625000 Penalty: 3148.197266
	Iteration 14Q: 3 clusters Score -1868563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1868570.875000 Penalty: 3148.197266
	Iteration 15Q: 3 clusters Score -1868571 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1868580.375000 Penalty: 3148.197266
	Iteration 16Q: 3 clusters Score -1868580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1868587.625000 Penalty: 3148.197266
	Iteration 17Q: 3 clusters Score -1868588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1868590.250000 Penalty: 3148.197266
	Iteration 18Q: 3 clusters Score -1868590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1868588.625000 Penalty: 3148.197266
	Iteration 19Q: 3 clusters Score -1868589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1868591.000000 Penalty: 3148.197266
	Iteration 20F: 3 clusters Score -1868591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1868594.000000 Penalty: 3148.197266
	Iteration 21Q: 3 clusters Score -1868594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1868601.875000 Penalty: 3148.197266
	Iteration 22Q: 3 clusters Score -1868602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1868606.250000 Penalty: 3148.197266
	Iteration 23Q: 3 clusters Score -1868606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1868613.375000 Penalty: 3148.197266
	Iteration 24Q: 3 clusters Score -1868613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1868618.875000 Penalty: 3148.197266
	Iteration 25Q: 3 clusters Score -1868619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1868616.125000 Penalty: 3148.197266
	Iteration 26Q: 3 clusters Score -1868616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1868615.875000 Penalty: 3148.197266
	Iteration 27Q: 3 clusters Score -1868616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1868614.625000 Penalty: 3148.197266
	Iteration 28Q: 3 clusters Score -1868615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1868617.500000 Penalty: 3148.197266
	Iteration 29Q: 3 clusters Score -1868618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1868618.375000 Penalty: 3148.197266
	Iteration 30Q: 3 clusters Score -1868618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1868617.000000 Penalty: 3148.197266
	Iteration 31Q: 3 clusters Score -1868617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1868617.875000 Penalty: 3148.197266
	Iteration 32Q: 3 clusters Score -1868618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1868620.000000 Penalty: 3148.197266
	Iteration 33Q: 3 clusters Score -1868620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1868619.375000 Penalty: 3148.197266
	Iteration 34Q: 3 clusters Score -1868619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1868621.250000 Penalty: 3148.197266
	Iteration 35Q: 3 clusters Score -1868621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1868621.250000 Penalty: 3148.197266
	Iteration 36F: 3 clusters Score -1868621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (110626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110626 members 
Entering Unmasked Estep 
Score: -12954294.000000 Penalty: 1887.260498
	Iteration 0F: 2 clusters Score -1.295429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -12883574.000000 Penalty: 3774.520996
	Iteration 0F: 3 clusters Score -1.288357e+07 nChanged 52981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -12915016.000000 Penalty: 3774.520996
	Iteration 1F: 3 clusters Score -1.291502e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -12916144.000000 Penalty: 3774.520996
	Iteration 2Q: 3 clusters Score -1.291614e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -12917533.000000 Penalty: 3774.520996
	Iteration 3Q: 3 clusters Score -1.291753e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -12919903.000000 Penalty: 3774.520996
	Iteration 4Q: 3 clusters Score -1.29199e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -12923750.000000 Penalty: 3774.520996
	Iteration 5F: 3 clusters Score -1.292375e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -12929386.000000 Penalty: 3774.520996
	Iteration 6F: 3 clusters Score -1.292939e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -12935401.000000 Penalty: 3774.520996
	Iteration 7F: 3 clusters Score -1.29354e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -12938946.000000 Penalty: 3774.520996
	Iteration 8F: 3 clusters Score -1.293895e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -12940472.000000 Penalty: 3774.520996
	Iteration 9Q: 3 clusters Score -1.294047e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -12941580.000000 Penalty: 3774.520996
	Iteration 10Q: 3 clusters Score -1.294158e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -12942783.000000 Penalty: 3774.520996
	Iteration 11Q: 3 clusters Score -1.294278e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -12943964.000000 Penalty: 3774.520996
	Iteration 12Q: 3 clusters Score -1.294396e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -12945122.000000 Penalty: 3774.520996
	Iteration 13Q: 3 clusters Score -1.294512e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -12946201.000000 Penalty: 3774.520996
	Iteration 14Q: 3 clusters Score -1.29462e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -12947176.000000 Penalty: 3774.520996
	Iteration 15Q: 3 clusters Score -1.294718e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74381 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -12948003.000000 Penalty: 3774.520996
	Iteration 16Q: 3 clusters Score -1.2948e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -12948584.000000 Penalty: 3774.520996
	Iteration 17Q: 3 clusters Score -1.294858e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -12949059.000000 Penalty: 3774.520996
	Iteration 18Q: 3 clusters Score -1.294906e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -12949468.000000 Penalty: 3774.520996
	Iteration 19Q: 3 clusters Score -1.294947e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -12949821.000000 Penalty: 3774.520996
	Iteration 20F: 3 clusters Score -1.294982e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -12950065.000000 Penalty: 3774.520996
	Iteration 21Q: 3 clusters Score -1.295006e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -12950287.000000 Penalty: 3774.520996
	Iteration 22Q: 3 clusters Score -1.295029e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -12950499.000000 Penalty: 3774.520996
	Iteration 23Q: 3 clusters Score -1.29505e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -12950657.000000 Penalty: 3774.520996
	Iteration 24Q: 3 clusters Score -1.295066e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -12950868.000000 Penalty: 3774.520996
	Iteration 25Q: 3 clusters Score -1.295087e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -12950962.000000 Penalty: 3774.520996
	Iteration 26Q: 3 clusters Score -1.295096e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -12951007.000000 Penalty: 3774.520996
	Iteration 27Q: 3 clusters Score -1.295101e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -12951104.000000 Penalty: 3774.520996
	Iteration 28Q: 3 clusters Score -1.29511e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -12951208.000000 Penalty: 3774.520996
	Iteration 29Q: 3 clusters Score -1.295121e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -12951353.000000 Penalty: 3774.520996
	Iteration 30Q: 3 clusters Score -1.295135e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -12951431.000000 Penalty: 3774.520996
	Iteration 31Q: 3 clusters Score -1.295143e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -12951504.000000 Penalty: 3774.520996
	Iteration 32Q: 3 clusters Score -1.29515e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -12951541.000000 Penalty: 3774.520996
	Iteration 33Q: 3 clusters Score -1.295154e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -12951587.000000 Penalty: 3774.520996
	Iteration 34Q: 3 clusters Score -1.295159e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -12951641.000000 Penalty: 3774.520996
	Iteration 35Q: 3 clusters Score -1.295164e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -12951690.000000 Penalty: 3774.520996
	Iteration 36Q: 3 clusters Score -1.295169e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -12951714.000000 Penalty: 3774.520996
	Iteration 37Q: 3 clusters Score -1.295171e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -12951714.000000 Penalty: 3774.520996
	Iteration 38Q: 3 clusters Score -1.295171e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -12951772.000000 Penalty: 3774.520996
	Iteration 39Q: 3 clusters Score -1.295177e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71037 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -12951859.000000 Penalty: 3774.520996
	Iteration 40F: 3 clusters Score -1.295186e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -12951866.000000 Penalty: 3774.520996
	Iteration 41Q: 3 clusters Score -1.295187e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -12951886.000000 Penalty: 3774.520996
	Iteration 42Q: 3 clusters Score -1.295189e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1.29519e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1.29519e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -12951926.000000 Penalty: 3774.520996
	Iteration 45Q: 3 clusters Score -1.295193e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -12951933.000000 Penalty: 3774.520996
	Iteration 46Q: 3 clusters Score -1.295193e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -12951931.000000 Penalty: 3774.520996
	Iteration 47Q: 3 clusters Score -1.295193e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -12951960.000000 Penalty: 3774.520996
	Iteration 48Q: 3 clusters Score -1.295196e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -12951967.000000 Penalty: 3774.520996
	Iteration 49Q: 3 clusters Score -1.295197e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -12951970.000000 Penalty: 3774.520996
	Iteration 50Q: 3 clusters Score -1.295197e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -12951980.000000 Penalty: 3774.520996
	Iteration 51Q: 3 clusters Score -1.295198e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -12951985.000000 Penalty: 3774.520996
	Iteration 52Q: 3 clusters Score -1.295198e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -12951990.000000 Penalty: 3774.520996
	Iteration 53Q: 3 clusters Score -1.295199e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.295198e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.2952e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.295201e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.295201e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -12952021.000000 Penalty: 3774.520996
	Iteration 58Q: 3 clusters Score -1.295202e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -12952018.000000 Penalty: 3774.520996
	Iteration 59Q: 3 clusters Score -1.295202e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -12952042.000000 Penalty: 3774.520996
	Iteration 60F: 3 clusters Score -1.295204e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -12952029.000000 Penalty: 3774.520996
	Iteration 61Q: 3 clusters Score -1.295203e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.295201e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.2952e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -12952000.000000 Penalty: 3774.520996
	Iteration 64Q: 3 clusters Score -1.2952e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.295202e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -12952035.000000 Penalty: 3774.520996
	Iteration 66Q: 3 clusters Score -1.295204e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -12952070.000000 Penalty: 3774.520996
	Iteration 67Q: 3 clusters Score -1.295207e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.295209e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68837 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.29521e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -12952102.000000 Penalty: 3774.520996
	Iteration 70Q: 3 clusters Score -1.29521e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -12952101.000000 Penalty: 3774.520996
	Iteration 71Q: 3 clusters Score -1.29521e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68697 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.29521e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -12952107.000000 Penalty: 3774.520996
	Iteration 73Q: 3 clusters Score -1.295211e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -12952105.000000 Penalty: 3774.520996
	Iteration 74Q: 3 clusters Score -1.29521e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -12952120.000000 Penalty: 3774.520996
	Iteration 75Q: 3 clusters Score -1.295212e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -12952114.000000 Penalty: 3774.520996
	Iteration 76Q: 3 clusters Score -1.295211e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.295212e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.295211e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.295211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -12952085.000000 Penalty: 3774.520996
	Iteration 80F: 3 clusters Score -1.295208e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.29521e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -12952103.000000 Penalty: 3774.520996
	Iteration 82Q: 3 clusters Score -1.29521e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -12952119.000000 Penalty: 3774.520996
	Iteration 83Q: 3 clusters Score -1.295212e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -12952129.000000 Penalty: 3774.520996
	Iteration 84Q: 3 clusters Score -1.295213e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -12952140.000000 Penalty: 3774.520996
	Iteration 85Q: 3 clusters Score -1.295214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -12952168.000000 Penalty: 3774.520996
	Iteration 86Q: 3 clusters Score -1.295217e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -12952160.000000 Penalty: 3774.520996
	Iteration 87Q: 3 clusters Score -1.295216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -12952173.000000 Penalty: 3774.520996
	Iteration 88Q: 3 clusters Score -1.295217e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -12952149.000000 Penalty: 3774.520996
	Iteration 89Q: 3 clusters Score -1.295215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -12952159.000000 Penalty: 3774.520996
	Iteration 90Q: 3 clusters Score -1.295216e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -12952172.000000 Penalty: 3774.520996
	Iteration 91Q: 3 clusters Score -1.295217e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -12952161.000000 Penalty: 3774.520996
	Iteration 92Q: 3 clusters Score -1.295216e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67763 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -12952157.000000 Penalty: 3774.520996
	Iteration 93Q: 3 clusters Score -1.295216e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.295216e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.295216e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.295215e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.295215e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -12952164.000000 Penalty: 3774.520996
	Iteration 98Q: 3 clusters Score -1.295216e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.295216e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -12952138.000000 Penalty: 3774.520996
	Iteration 100F: 3 clusters Score -1.295214e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -12952133.000000 Penalty: 3774.520996
	Iteration 101Q: 3 clusters Score -1.295213e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.295211e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -12952110.000000 Penalty: 3774.520996
	Iteration 103Q: 3 clusters Score -1.295211e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -12952119.000000 Penalty: 3774.520996
	Iteration 104Q: 3 clusters Score -1.295212e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -12952126.000000 Penalty: 3774.520996
	Iteration 105Q: 3 clusters Score -1.295213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -12952135.000000 Penalty: 3774.520996
	Iteration 106Q: 3 clusters Score -1.295214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -12952128.000000 Penalty: 3774.520996
	Iteration 107Q: 3 clusters Score -1.295213e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -12952120.000000 Penalty: 3774.520996
	Iteration 108Q: 3 clusters Score -1.295212e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.295213e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.295214e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.295213e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.295214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -12952154.000000 Penalty: 3774.520996
	Iteration 113Q: 3 clusters Score -1.295215e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66789 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -12952139.000000 Penalty: 3774.520996
	Iteration 114Q: 3 clusters Score -1.295214e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.295212e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.295213e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.295211e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -12952122.000000 Penalty: 3774.520996
	Iteration 118Q: 3 clusters Score -1.295212e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.29521e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -12952115.000000 Penalty: 3774.520996
	Iteration 120F: 3 clusters Score -1.295212e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.295213e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -12952156.000000 Penalty: 3774.520996
	Iteration 122Q: 3 clusters Score -1.295216e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -12952168.000000 Penalty: 3774.520996
	Iteration 123Q: 3 clusters Score -1.295217e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -12952169.000000 Penalty: 3774.520996
	Iteration 124Q: 3 clusters Score -1.295217e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -12952162.000000 Penalty: 3774.520996
	Iteration 125Q: 3 clusters Score -1.295216e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -12952175.000000 Penalty: 3774.520996
	Iteration 126Q: 3 clusters Score -1.295218e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -12952188.000000 Penalty: 3774.520996
	Iteration 127Q: 3 clusters Score -1.295219e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -12952193.000000 Penalty: 3774.520996
	Iteration 128Q: 3 clusters Score -1.295219e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -12952176.000000 Penalty: 3774.520996
	Iteration 129Q: 3 clusters Score -1.295218e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -12952180.000000 Penalty: 3774.520996
	Iteration 130Q: 3 clusters Score -1.295218e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -12952171.000000 Penalty: 3774.520996
	Iteration 131Q: 3 clusters Score -1.295217e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 45219 members 
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Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 45338 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 45462 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.295222e+07 nChanged 103
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Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.295221e+07 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1.295224e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 46191 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 46283 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 46377 members 
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Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 46481 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.295224e+07 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 48150 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 48324 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 48668 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 48824 members 
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	Iteration 160F: 3 clusters Score -1.295241e+07 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 49369 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 49483 members 
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Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 49782 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 50009 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 50137 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 50282 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 50556 members 
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	Iteration 174Q: 3 clusters Score -1.295244e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 50780 members 
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	Iteration 176Q: 3 clusters Score -1.295245e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 51044 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 51104 members 
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	Iteration 180F: 3 clusters Score -1.295241e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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	Iteration 182Q: 3 clusters Score -1.295243e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51288 members 
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	Iteration 183Q: 3 clusters Score -1.295242e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51355 members 
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	Iteration 184Q: 3 clusters Score -1.295244e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.295241e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.295242e+07 nChanged 67
Entering Unmasked Mstep 
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	Iteration 187Q: 3 clusters Score -1.295242e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51630 members 
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	Iteration 188Q: 3 clusters Score -1.295243e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 51684 members 
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	Iteration 189Q: 3 clusters Score -1.295242e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51739 members 
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Entering Unmasked Mstep 
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	Iteration 191Q: 3 clusters Score -1.295247e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 51853 members 
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Entering Unmasked Mstep 
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	Iteration 193Q: 3 clusters Score -1.295244e+07 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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	Iteration 195Q: 3 clusters Score -1.295244e+07 nChanged 44
Entering Unmasked Mstep 
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	Iteration 196Q: 3 clusters Score -1.295244e+07 nChanged 50
Entering Unmasked Mstep 
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	Iteration 197Q: 3 clusters Score -1.295245e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 52133 members 
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	Iteration 198Q: 3 clusters Score -1.295247e+07 nChanged 50
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	Iteration 199Q: 3 clusters Score -1.295245e+07 nChanged 61
Entering Unmasked Mstep 
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	Iteration 200F: 3 clusters Score -1.295246e+07 nChanged 66
Entering Unmasked Mstep 
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	Iteration 201Q: 3 clusters Score -1.295246e+07 nChanged 60
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Mstep: Class 2 contains 52368 members 
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	Iteration 202Q: 3 clusters Score -1.295246e+07 nChanged 61
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	Iteration 203Q: 3 clusters Score -1.295248e+07 nChanged 68
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	Iteration 204Q: 3 clusters Score -1.295248e+07 nChanged 48
Entering Unmasked Mstep 
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	Iteration 206Q: 3 clusters Score -1.295247e+07 nChanged 44
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	Iteration 207Q: 3 clusters Score -1.295248e+07 nChanged 37
Entering Unmasked Mstep 
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	Iteration 208Q: 3 clusters Score -1.295251e+07 nChanged 36
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	Iteration 209Q: 3 clusters Score -1.295252e+07 nChanged 42
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	Iteration 210Q: 3 clusters Score -1.295252e+07 nChanged 42
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	Iteration 211Q: 3 clusters Score -1.29525e+07 nChanged 47
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	Iteration 212Q: 3 clusters Score -1.29525e+07 nChanged 39
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	Iteration 213Q: 3 clusters Score -1.29525e+07 nChanged 31
Entering Unmasked Mstep 
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	Iteration 214Q: 3 clusters Score -1.29525e+07 nChanged 31
Entering Unmasked Mstep 
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	Iteration 215Q: 3 clusters Score -1.295251e+07 nChanged 29
Entering Unmasked Mstep 
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	Iteration 216Q: 3 clusters Score -1.295251e+07 nChanged 27
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	Iteration 217Q: 3 clusters Score -1.295251e+07 nChanged 28
Entering Unmasked Mstep 
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	Iteration 218Q: 3 clusters Score -1.295251e+07 nChanged 44
Entering Unmasked Mstep 
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	Iteration 219Q: 3 clusters Score -1.295251e+07 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.295252e+07 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1.295251e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1.295251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.29525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.29525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -12952515.000000 Penalty: 3774.520996
	Iteration 225Q: 3 clusters Score -1.295252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1.29525e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -12952504.000000 Penalty: 3774.520996
	Iteration 227Q: 3 clusters Score -1.29525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1.29525e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1.29525e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.295251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1.295251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1.295251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1.295251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1.295251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1.295251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1.295251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1.295251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1.295252e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1.295252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -12952515.000000 Penalty: 3774.520996
	Iteration 240F: 3 clusters Score -1.295252e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1.295251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1.29525e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1.29525e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1.295252e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1.295251e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1.295252e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -1.295253e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1.295254e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1.295253e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1.295253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1.295252e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1.295254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -1.295252e+07 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -1.295252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -1.295252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -1.295253e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -1.295254e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1.295253e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -1.295253e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -1.295252e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -1.295252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1.295252e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1.295252e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -12952522.000000 Penalty: 3774.520996
	Iteration 264Q: 3 clusters Score -1.295252e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -1.295252e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -1.295252e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -1.29525e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -1.295252e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -1.295252e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -1.295252e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1.295254e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1.295254e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -1.295254e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -1.295253e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -1.295253e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1.295254e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -1.295254e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -1.295254e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -1.295254e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -1.295254e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -1.295254e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -1.295255e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -1.295255e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -1.295254e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -1.295255e+07 nChanged 11
Entering Unmasked Mstep 
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	Iteration 286Q: 3 clusters Score -1.295255e+07 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -1.295256e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -1.295254e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -1.295254e+07 nChanged 8
Entering Unmasked Mstep 
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	Iteration 290Q: 3 clusters Score -1.295255e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -1.295254e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -1.295253e+07 nChanged 6
Entering Unmasked Mstep 
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	Iteration 293Q: 3 clusters Score -1.295254e+07 nChanged 8
Entering Unmasked Mstep 
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	Iteration 294Q: 3 clusters Score -1.295254e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -1.295253e+07 nChanged 8
Entering Unmasked Mstep 
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	Iteration 296Q: 3 clusters Score -1.295254e+07 nChanged 8
Entering Unmasked Mstep 
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	Iteration 297Q: 3 clusters Score -1.295253e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -1.295252e+07 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -1.295252e+07 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -1.295253e+07 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -1.295254e+07 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -1.295255e+07 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -1.295253e+07 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -1.295252e+07 nChanged 37
Entering Unmasked Mstep 
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	Iteration 305Q: 3 clusters Score -1.295252e+07 nChanged 45
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -1.295253e+07 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -1.295253e+07 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -1.295253e+07 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -1.295252e+07 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -1.295255e+07 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -12952544.000000 Penalty: 3774.520996
	Iteration 311Q: 3 clusters Score -1.295254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -12952532.000000 Penalty: 3774.520996
	Iteration 312Q: 3 clusters Score -1.295253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -12952544.000000 Penalty: 3774.520996
	Iteration 313Q: 3 clusters Score -1.295254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -12952534.000000 Penalty: 3774.520996
	Iteration 314Q: 3 clusters Score -1.295253e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -12952531.000000 Penalty: 3774.520996
	Iteration 315Q: 3 clusters Score -1.295253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -12952530.000000 Penalty: 3774.520996
	Iteration 316Q: 3 clusters Score -1.295253e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -12952547.000000 Penalty: 3774.520996
	Iteration 317Q: 3 clusters Score -1.295255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -12952541.000000 Penalty: 3774.520996
	Iteration 318Q: 3 clusters Score -1.295254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -12952545.000000 Penalty: 3774.520996
	Iteration 319Q: 3 clusters Score -1.295254e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -12952545.000000 Penalty: 3774.520996
	Iteration 320F: 3 clusters Score -1.295254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -12952534.000000 Penalty: 3774.520996
	Iteration 321Q: 3 clusters Score -1.295253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -12952532.000000 Penalty: 3774.520996
	Iteration 322Q: 3 clusters Score -1.295253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -12952529.000000 Penalty: 3774.520996
	Iteration 323Q: 3 clusters Score -1.295253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -12952526.000000 Penalty: 3774.520996
	Iteration 324Q: 3 clusters Score -1.295253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -12952523.000000 Penalty: 3774.520996
	Iteration 325Q: 3 clusters Score -1.295252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -12952530.000000 Penalty: 3774.520996
	Iteration 326Q: 3 clusters Score -1.295253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -12952528.000000 Penalty: 3774.520996
	Iteration 327Q: 3 clusters Score -1.295253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -12952528.000000 Penalty: 3774.520996
	Iteration 328Q: 3 clusters Score -1.295253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -12952541.000000 Penalty: 3774.520996
	Iteration 329Q: 3 clusters Score -1.295254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -12952540.000000 Penalty: 3774.520996
	Iteration 330Q: 3 clusters Score -1.295254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -12952547.000000 Penalty: 3774.520996
	Iteration 331Q: 3 clusters Score -1.295255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -12952547.000000 Penalty: 3774.520996
	Iteration 332F: 3 clusters Score -1.295255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Entering Unmasked Estep 
Score: -478277.187500 Penalty: 1351.874878
	Iteration 0F: 2 clusters Score -478277.2 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 1995 members 
Entering Unmasked Estep 
Score: -474897.437500 Penalty: 2703.749756
	Iteration 0F: 3 clusters Score -474897.4 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -475761.750000 Penalty: 2703.749756
	Iteration 1F: 3 clusters Score -475761.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -475897.843750 Penalty: 2703.749756
	Iteration 2F: 3 clusters Score -475897.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -475975.468750 Penalty: 2703.749756
	Iteration 3Q: 3 clusters Score -475975.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -476025.593750 Penalty: 2703.749756
	Iteration 4Q: 3 clusters Score -476025.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -476064.031250 Penalty: 2703.749756
	Iteration 5Q: 3 clusters Score -476064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -476090.406250 Penalty: 2703.749756
	Iteration 6Q: 3 clusters Score -476090.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -476114.312500 Penalty: 2703.749756
	Iteration 7Q: 3 clusters Score -476114.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -476134.531250 Penalty: 2703.749756
	Iteration 8Q: 3 clusters Score -476134.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -476160.156250 Penalty: 2703.749756
	Iteration 9Q: 3 clusters Score -476160.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -476194.218750 Penalty: 2703.749756
	Iteration 10Q: 3 clusters Score -476194.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -476213.375000 Penalty: 2703.749756
	Iteration 11Q: 3 clusters Score -476213.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -476234.812500 Penalty: 2703.749756
	Iteration 12Q: 3 clusters Score -476234.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -476255.343750 Penalty: 2703.749756
	Iteration 13Q: 3 clusters Score -476255.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -476274.468750 Penalty: 2703.749756
	Iteration 14Q: 3 clusters Score -476274.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -476297.468750 Penalty: 2703.749756
	Iteration 15Q: 3 clusters Score -476297.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -476323.406250 Penalty: 2703.749756
	Iteration 16Q: 3 clusters Score -476323.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -476352.125000 Penalty: 2703.749756
	Iteration 17Q: 3 clusters Score -476352.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -476387.656250 Penalty: 2703.749756
	Iteration 18Q: 3 clusters Score -476387.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -476427.250000 Penalty: 2703.749756
	Iteration 19Q: 3 clusters Score -476427.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -476467.093750 Penalty: 2703.749756
	Iteration 20F: 3 clusters Score -476467.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -476504.062500 Penalty: 2703.749756
	Iteration 21Q: 3 clusters Score -476504.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -476545.468750 Penalty: 2703.749756
	Iteration 22Q: 3 clusters Score -476545.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -476585.968750 Penalty: 2703.749756
	Iteration 23Q: 3 clusters Score -476586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -476635.406250 Penalty: 2703.749756
	Iteration 24Q: 3 clusters Score -476635.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -476683.468750 Penalty: 2703.749756
	Iteration 25Q: 3 clusters Score -476683.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -476724.125000 Penalty: 2703.749756
	Iteration 26Q: 3 clusters Score -476724.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -476758.312500 Penalty: 2703.749756
	Iteration 27Q: 3 clusters Score -476758.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -476791.562500 Penalty: 2703.749756
	Iteration 28Q: 3 clusters Score -476791.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -476817.812500 Penalty: 2703.749756
	Iteration 29Q: 3 clusters Score -476817.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -476843.593750 Penalty: 2703.749756
	Iteration 30Q: 3 clusters Score -476843.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -476865.218750 Penalty: 2703.749756
	Iteration 31Q: 3 clusters Score -476865.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -476885.125000 Penalty: 2703.749756
	Iteration 32Q: 3 clusters Score -476885.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -476897.093750 Penalty: 2703.749756
	Iteration 33Q: 3 clusters Score -476897.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -476908.218750 Penalty: 2703.749756
	Iteration 34Q: 3 clusters Score -476908.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -476920.843750 Penalty: 2703.749756
	Iteration 35Q: 3 clusters Score -476920.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -476934.656250 Penalty: 2703.749756
	Iteration 36Q: 3 clusters Score -476934.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -476949.125000 Penalty: 2703.749756
	Iteration 37Q: 3 clusters Score -476949.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -476957.062500 Penalty: 2703.749756
	Iteration 38Q: 3 clusters Score -476957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -476962.031250 Penalty: 2703.749756
	Iteration 39Q: 3 clusters Score -476962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -476968.093750 Penalty: 2703.749756
	Iteration 40F: 3 clusters Score -476968.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -476973.593750 Penalty: 2703.749756
	Iteration 41Q: 3 clusters Score -476973.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -476980.875000 Penalty: 2703.749756
	Iteration 42Q: 3 clusters Score -476980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -476986.937500 Penalty: 2703.749756
	Iteration 43Q: 3 clusters Score -476986.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -476992.593750 Penalty: 2703.749756
	Iteration 44Q: 3 clusters Score -476992.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -477002.000000 Penalty: 2703.749756
	Iteration 45Q: 3 clusters Score -477002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -477008.687500 Penalty: 2703.749756
	Iteration 46Q: 3 clusters Score -477008.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -477013.687500 Penalty: 2703.749756
	Iteration 47Q: 3 clusters Score -477013.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -477022.750000 Penalty: 2703.749756
	Iteration 48Q: 3 clusters Score -477022.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -477034.781250 Penalty: 2703.749756
	Iteration 49Q: 3 clusters Score -477034.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -477050.812500 Penalty: 2703.749756
	Iteration 50Q: 3 clusters Score -477050.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -477064.062500 Penalty: 2703.749756
	Iteration 51Q: 3 clusters Score -477064.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -477072.312500 Penalty: 2703.749756
	Iteration 52Q: 3 clusters Score -477072.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -477079.218750 Penalty: 2703.749756
	Iteration 53Q: 3 clusters Score -477079.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -477090.750000 Penalty: 2703.749756
	Iteration 54Q: 3 clusters Score -477090.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -477097.937500 Penalty: 2703.749756
	Iteration 55Q: 3 clusters Score -477097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -477100.750000 Penalty: 2703.749756
	Iteration 56Q: 3 clusters Score -477100.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -477101.968750 Penalty: 2703.749756
	Iteration 57Q: 3 clusters Score -477102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -477103.156250 Penalty: 2703.749756
	Iteration 58Q: 3 clusters Score -477103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -477104.093750 Penalty: 2703.749756
	Iteration 59Q: 3 clusters Score -477104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -477107.156250 Penalty: 2703.749756
	Iteration 60F: 3 clusters Score -477107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -477113.906250 Penalty: 2703.749756
	Iteration 61Q: 3 clusters Score -477113.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -477120.406250 Penalty: 2703.749756
	Iteration 62Q: 3 clusters Score -477120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -477127.281250 Penalty: 2703.749756
	Iteration 63Q: 3 clusters Score -477127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -477129.406250 Penalty: 2703.749756
	Iteration 64Q: 3 clusters Score -477129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -477128.937500 Penalty: 2703.749756
	Iteration 65Q: 3 clusters Score -477128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -477128.937500 Penalty: 2703.749756
	Iteration 66F: 3 clusters Score -477128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Entering Unmasked Estep 
Score: -4028254.750000 Penalty: 1698.822632
	Iteration 0F: 2 clusters Score -4028255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4005130.750000 Penalty: 3397.645264
	Iteration 0F: 3 clusters Score -4005131 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -4014276.750000 Penalty: 3397.645264
	Iteration 1F: 3 clusters Score -4014277 nChanged 1602
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4014793.250000 Penalty: 3397.645264
	Iteration 2Q: 3 clusters Score -4014793 nChanged 1430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4015250 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4015746.000000 Penalty: 3397.645264
	Iteration 4Q: 3 clusters Score -4015746 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4016417 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4017272.750000 Penalty: 3397.645264
	Iteration 6Q: 3 clusters Score -4017273 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4018416.000000 Penalty: 3397.645264
	Iteration 7F: 3 clusters Score -4018416 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -4019736.750000 Penalty: 3397.645264
	Iteration 8F: 3 clusters Score -4019737 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -4020726.500000 Penalty: 3397.645264
	Iteration 9F: 3 clusters Score -4020726 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4021318 nChanged 932
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4021554 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4021672 nChanged 389
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Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4021747 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4021801 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4021846 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4021919.750000 Penalty: 3397.645264
	Iteration 16Q: 3 clusters Score -4021920 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -4021963.750000 Penalty: 3397.645264
	Iteration 17Q: 3 clusters Score -4021964 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4022077.250000 Penalty: 3397.645264
	Iteration 18Q: 3 clusters Score -4022077 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4022203.750000 Penalty: 3397.645264
	Iteration 19Q: 3 clusters Score -4022204 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4022381.750000 Penalty: 3397.645264
	Iteration 20F: 3 clusters Score -4022382 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4022597.500000 Penalty: 3397.645264
	Iteration 21Q: 3 clusters Score -4022598 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -4022864.750000 Penalty: 3397.645264
	Iteration 22Q: 3 clusters Score -4022865 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4023289.750000 Penalty: 3397.645264
	Iteration 23Q: 3 clusters Score -4023290 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4023839.250000 Penalty: 3397.645264
	Iteration 24Q: 3 clusters Score -4023839 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4024430.250000 Penalty: 3397.645264
	Iteration 25Q: 3 clusters Score -4024430 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -4024965.250000 Penalty: 3397.645264
	Iteration 26Q: 3 clusters Score -4024965 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -4025388.500000 Penalty: 3397.645264
	Iteration 27Q: 3 clusters Score -4025388 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4025679.750000 Penalty: 3397.645264
	Iteration 28Q: 3 clusters Score -4025680 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -4025816.000000 Penalty: 3397.645264
	Iteration 29Q: 3 clusters Score -4025816 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4025898.750000 Penalty: 3397.645264
	Iteration 30Q: 3 clusters Score -4025899 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4025923.500000 Penalty: 3397.645264
	Iteration 31Q: 3 clusters Score -4025924 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4025929.750000 Penalty: 3397.645264
	Iteration 32Q: 3 clusters Score -4025930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4025936.000000 Penalty: 3397.645264
	Iteration 33Q: 3 clusters Score -4025936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4025932.000000 Penalty: 3397.645264
	Iteration 34Q: 3 clusters Score -4025932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -4025940.750000 Penalty: 3397.645264
	Iteration 35Q: 3 clusters Score -4025941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4025940.250000 Penalty: 3397.645264
	Iteration 36Q: 3 clusters Score -4025940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4025946.250000 Penalty: 3397.645264
	Iteration 37Q: 3 clusters Score -4025946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4025954.500000 Penalty: 3397.645264
	Iteration 38Q: 3 clusters Score -4025954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4025957.500000 Penalty: 3397.645264
	Iteration 39Q: 3 clusters Score -4025958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4025962.000000 Penalty: 3397.645264
	Iteration 40F: 3 clusters Score -4025962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -4025960.250000 Penalty: 3397.645264
	Iteration 41Q: 3 clusters Score -4025960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4025968.750000 Penalty: 3397.645264
	Iteration 42Q: 3 clusters Score -4025969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4025960.750000 Penalty: 3397.645264
	Iteration 43Q: 3 clusters Score -4025961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -4025961.250000 Penalty: 3397.645264
	Iteration 44Q: 3 clusters Score -4025961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4025958.250000 Penalty: 3397.645264
	Iteration 45Q: 3 clusters Score -4025958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4025950.750000 Penalty: 3397.645264
	Iteration 46Q: 3 clusters Score -4025951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -4025955.250000 Penalty: 3397.645264
	Iteration 47Q: 3 clusters Score -4025955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4025952.750000 Penalty: 3397.645264
	Iteration 48Q: 3 clusters Score -4025953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4025956.250000 Penalty: 3397.645264
	Iteration 49Q: 3 clusters Score -4025956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -4025967.000000 Penalty: 3397.645264
	Iteration 50Q: 3 clusters Score -4025967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4025968.000000 Penalty: 3397.645264
	Iteration 51Q: 3 clusters Score -4025968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4025965.000000 Penalty: 3397.645264
	Iteration 52Q: 3 clusters Score -4025965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4025961.250000 Penalty: 3397.645264
	Iteration 53Q: 3 clusters Score -4025961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -4025963.500000 Penalty: 3397.645264
	Iteration 54Q: 3 clusters Score -4025964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4025967.000000 Penalty: 3397.645264
	Iteration 55Q: 3 clusters Score -4025967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -4025968.000000 Penalty: 3397.645264
	Iteration 56Q: 3 clusters Score -4025968 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4025969.250000 Penalty: 3397.645264
	Iteration 57Q: 3 clusters Score -4025969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -4025970.500000 Penalty: 3397.645264
	Iteration 58Q: 3 clusters Score -4025970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4025968.500000 Penalty: 3397.645264
	Iteration 59Q: 3 clusters Score -4025968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4025970.250000 Penalty: 3397.645264
	Iteration 60F: 3 clusters Score -4025970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4025969.750000 Penalty: 3397.645264
	Iteration 61Q: 3 clusters Score -4025970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4025971.750000 Penalty: 3397.645264
	Iteration 62Q: 3 clusters Score -4025972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -4025969.750000 Penalty: 3397.645264
	Iteration 63Q: 3 clusters Score -4025970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4025973 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -4025972.750000 Penalty: 3397.645264
	Iteration 65F: 3 clusters Score -4025973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -420166.906250 Penalty: 1329.529663
	Iteration 0F: 2 clusters Score -420166.9 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 1833 members 
Entering Unmasked Estep 
Score: -417091.625000 Penalty: 2659.059326
	Iteration 0F: 3 clusters Score -417091.6 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -417855.093750 Penalty: 2659.059326
	Iteration 1F: 3 clusters Score -417855.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -417970.156250 Penalty: 2659.059326
	Iteration 2F: 3 clusters Score -417970.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -418043.656250 Penalty: 2659.059326
	Iteration 3Q: 3 clusters Score -418043.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -418112.968750 Penalty: 2659.059326
	Iteration 4Q: 3 clusters Score -418113 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -418195.500000 Penalty: 2659.059326
	Iteration 5Q: 3 clusters Score -418195.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -418259.562500 Penalty: 2659.059326
	Iteration 6Q: 3 clusters Score -418259.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -418333.281250 Penalty: 2659.059326
	Iteration 7Q: 3 clusters Score -418333.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -418405.750000 Penalty: 2659.059326
	Iteration 8Q: 3 clusters Score -418405.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -418484.687500 Penalty: 2659.059326
	Iteration 9Q: 3 clusters Score -418484.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -418563.125000 Penalty: 2659.059326
	Iteration 10Q: 3 clusters Score -418563.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -418633.375000 Penalty: 2659.059326
	Iteration 11Q: 3 clusters Score -418633.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -418680.781250 Penalty: 2659.059326
	Iteration 12Q: 3 clusters Score -418680.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -418726.406250 Penalty: 2659.059326
	Iteration 13Q: 3 clusters Score -418726.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -418770.437500 Penalty: 2659.059326
	Iteration 14Q: 3 clusters Score -418770.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -418806.906250 Penalty: 2659.059326
	Iteration 15Q: 3 clusters Score -418806.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -418840.968750 Penalty: 2659.059326
	Iteration 16Q: 3 clusters Score -418841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -418871.000000 Penalty: 2659.059326
	Iteration 17Q: 3 clusters Score -418871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -418890.843750 Penalty: 2659.059326
	Iteration 18Q: 3 clusters Score -418890.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -418912.937500 Penalty: 2659.059326
	Iteration 19Q: 3 clusters Score -418912.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -418932.031250 Penalty: 2659.059326
	Iteration 20F: 3 clusters Score -418932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -418942.343750 Penalty: 2659.059326
	Iteration 21Q: 3 clusters Score -418942.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -418949.906250 Penalty: 2659.059326
	Iteration 22Q: 3 clusters Score -418949.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -418957.656250 Penalty: 2659.059326
	Iteration 23Q: 3 clusters Score -418957.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -418970.718750 Penalty: 2659.059326
	Iteration 24Q: 3 clusters Score -418970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -418985.343750 Penalty: 2659.059326
	Iteration 25Q: 3 clusters Score -418985.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -418996.531250 Penalty: 2659.059326
	Iteration 26Q: 3 clusters Score -418996.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -419008.093750 Penalty: 2659.059326
	Iteration 27Q: 3 clusters Score -419008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -419014.250000 Penalty: 2659.059326
	Iteration 28Q: 3 clusters Score -419014.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -419016.843750 Penalty: 2659.059326
	Iteration 29Q: 3 clusters Score -419016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -419017.437500 Penalty: 2659.059326
	Iteration 30Q: 3 clusters Score -419017.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -419017.437500 Penalty: 2659.059326
	Iteration 31F: 3 clusters Score -419017.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Entering Unmasked Estep 
Score: -615477.687500 Penalty: 1403.443359
	Iteration 0F: 2 clusters Score -615477.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -611104.625000 Penalty: 2806.886719
	Iteration 0F: 3 clusters Score -611104.6 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -612507.062500 Penalty: 2806.886719
	Iteration 1F: 3 clusters Score -612507.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -612906.187500 Penalty: 2806.886719
	Iteration 2F: 3 clusters Score -612906.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -613335.687500 Penalty: 2806.886719
	Iteration 3F: 3 clusters Score -613335.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -613733.625000 Penalty: 2806.886719
	Iteration 4F: 3 clusters Score -613733.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -614072.312500 Penalty: 2806.886719
	Iteration 5F: 3 clusters Score -614072.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -614346.125000 Penalty: 2806.886719
	Iteration 6F: 3 clusters Score -614346.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -614580.062500 Penalty: 2806.886719
	Iteration 7Q: 3 clusters Score -614580.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -614745.187500 Penalty: 2806.886719
	Iteration 8Q: 3 clusters Score -614745.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -614817.750000 Penalty: 2806.886719
	Iteration 9Q: 3 clusters Score -614817.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -614861.562500 Penalty: 2806.886719
	Iteration 10Q: 3 clusters Score -614861.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -614889.000000 Penalty: 2806.886719
	Iteration 11Q: 3 clusters Score -614889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -614907.750000 Penalty: 2806.886719
	Iteration 12Q: 3 clusters Score -614907.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -614915.312500 Penalty: 2806.886719
	Iteration 13Q: 3 clusters Score -614915.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -614920.187500 Penalty: 2806.886719
	Iteration 14Q: 3 clusters Score -614920.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -614922.562500 Penalty: 2806.886719
	Iteration 15Q: 3 clusters Score -614922.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -614925.625000 Penalty: 2806.886719
	Iteration 16Q: 3 clusters Score -614925.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -614932.062500 Penalty: 2806.886719
	Iteration 17Q: 3 clusters Score -614932.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -614934.125000 Penalty: 2806.886719
	Iteration 18Q: 3 clusters Score -614934.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -614936.250000 Penalty: 2806.886719
	Iteration 19Q: 3 clusters Score -614936.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -614940.062500 Penalty: 2806.886719
	Iteration 20F: 3 clusters Score -614940.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -614945.750000 Penalty: 2806.886719
	Iteration 21Q: 3 clusters Score -614945.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -614949.750000 Penalty: 2806.886719
	Iteration 22Q: 3 clusters Score -614949.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -614954.312500 Penalty: 2806.886719
	Iteration 23Q: 3 clusters Score -614954.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -614955.687500 Penalty: 2806.886719
	Iteration 24Q: 3 clusters Score -614955.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -614957.125000 Penalty: 2806.886719
	Iteration 25Q: 3 clusters Score -614957.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -614960.562500 Penalty: 2806.886719
	Iteration 26Q: 3 clusters Score -614960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -614961.375000 Penalty: 2806.886719
	Iteration 27Q: 3 clusters Score -614961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -614962.250000 Penalty: 2806.886719
	Iteration 28Q: 3 clusters Score -614962.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -614963.312500 Penalty: 2806.886719
	Iteration 29Q: 3 clusters Score -614963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -614965.187500 Penalty: 2806.886719
	Iteration 30Q: 3 clusters Score -614965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -614970.562500 Penalty: 2806.886719
	Iteration 31Q: 3 clusters Score -614970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -614971.375000 Penalty: 2806.886719
	Iteration 32Q: 3 clusters Score -614971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -614973.437500 Penalty: 2806.886719
	Iteration 33Q: 3 clusters Score -614973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -614973.937500 Penalty: 2806.886719
	Iteration 34Q: 3 clusters Score -614973.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -614973.250000 Penalty: 2806.886719
	Iteration 35Q: 3 clusters Score -614973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -614973.250000 Penalty: 2806.886719
	Iteration 36Q: 3 clusters Score -614973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -614973.250000 Penalty: 2806.886719
	Iteration 37F: 3 clusters Score -614973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -13958.792969 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -13958.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13299.656250 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -13299.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13343.500977 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -13343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13347.552734 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -13347.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13350.271484 Penalty: 1649.431519
	Iteration 3Q: 3 clusters Score -13350.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13357.157227 Penalty: 1649.431519
	Iteration 4Q: 3 clusters Score -13357.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13361.351562 Penalty: 1649.431519
	Iteration 5Q: 3 clusters Score -13361.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13369.366211 Penalty: 1649.431519
	Iteration 6Q: 3 clusters Score -13369.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13380.428711 Penalty: 1649.431519
	Iteration 7Q: 3 clusters Score -13380.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13385.578125 Penalty: 1649.431519
	Iteration 8Q: 3 clusters Score -13385.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13386.870117 Penalty: 1649.431519
	Iteration 9Q: 3 clusters Score -13386.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13388.471680 Penalty: 1649.431519
	Iteration 10Q: 3 clusters Score -13388.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13390.733398 Penalty: 1649.431519
	Iteration 11Q: 3 clusters Score -13390.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13390.733398 Penalty: 1649.431519
	Iteration 12F: 3 clusters Score -13390.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85441 members 
Entering Unmasked Estep 
Score: -9969726.000000 Penalty: 1845.281982
	Iteration 0F: 2 clusters Score -9969726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -9913413.000000 Penalty: 3690.563965
	Iteration 0F: 3 clusters Score -9913413 nChanged 40788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -9936774.000000 Penalty: 3690.563965
	Iteration 1F: 3 clusters Score -9936774 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -9937397.000000 Penalty: 3690.563965
	Iteration 2Q: 3 clusters Score -9937397 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -9938328.000000 Penalty: 3690.563965
	Iteration 3Q: 3 clusters Score -9938328 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -9939569.000000 Penalty: 3690.563965
	Iteration 4Q: 3 clusters Score -9939569 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -9941208.000000 Penalty: 3690.563965
	Iteration 5Q: 3 clusters Score -9941208 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -9943762.000000 Penalty: 3690.563965
	Iteration 6F: 3 clusters Score -9943762 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -9947258.000000 Penalty: 3690.563965
	Iteration 7F: 3 clusters Score -9947258 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -9951774.000000 Penalty: 3690.563965
	Iteration 8F: 3 clusters Score -9951774 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -9955726.000000 Penalty: 3690.563965
	Iteration 9F: 3 clusters Score -9955726 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -9958222.000000 Penalty: 3690.563965
	Iteration 10F: 3 clusters Score -9958222 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -9959210.000000 Penalty: 3690.563965
	Iteration 11Q: 3 clusters Score -9959210 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -9959727.000000 Penalty: 3690.563965
	Iteration 12Q: 3 clusters Score -9959727 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -9960233.000000 Penalty: 3690.563965
	Iteration 13Q: 3 clusters Score -9960233 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -9960725.000000 Penalty: 3690.563965
	Iteration 14Q: 3 clusters Score -9960725 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -9961162.000000 Penalty: 3690.563965
	Iteration 15Q: 3 clusters Score -9961162 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -9961626.000000 Penalty: 3690.563965
	Iteration 16Q: 3 clusters Score -9961626 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -9962149.000000 Penalty: 3690.563965
	Iteration 17Q: 3 clusters Score -9962149 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -9962513.000000 Penalty: 3690.563965
	Iteration 18Q: 3 clusters Score -9962513 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -9962922.000000 Penalty: 3690.563965
	Iteration 19Q: 3 clusters Score -9962922 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -9963353.000000 Penalty: 3690.563965
	Iteration 20F: 3 clusters Score -9963353 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -9963763.000000 Penalty: 3690.563965
	Iteration 21Q: 3 clusters Score -9963763 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -9964187.000000 Penalty: 3690.563965
	Iteration 22Q: 3 clusters Score -9964187 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -9964580.000000 Penalty: 3690.563965
	Iteration 23Q: 3 clusters Score -9964580 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -9964963.000000 Penalty: 3690.563965
	Iteration 24Q: 3 clusters Score -9964963 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -9965340.000000 Penalty: 3690.563965
	Iteration 25Q: 3 clusters Score -9965340 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -9965706.000000 Penalty: 3690.563965
	Iteration 26Q: 3 clusters Score -9965706 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -9966035.000000 Penalty: 3690.563965
	Iteration 27Q: 3 clusters Score -9966035 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -9966347.000000 Penalty: 3690.563965
	Iteration 28Q: 3 clusters Score -9966347 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -9966593.000000 Penalty: 3690.563965
	Iteration 29Q: 3 clusters Score -9966593 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -9966807.000000 Penalty: 3690.563965
	Iteration 30Q: 3 clusters Score -9966807 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9967029 nChanged 784
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9967151 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -9967301.000000 Penalty: 3690.563965
	Iteration 33Q: 3 clusters Score -9967301 nChanged 732
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9967428 nChanged 728
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9967504 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -9967625.000000 Penalty: 3690.563965
	Iteration 36Q: 3 clusters Score -9967625 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -9967712.000000 Penalty: 3690.563965
	Iteration 37Q: 3 clusters Score -9967712 nChanged 692
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9967799 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9967924 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9968093 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -9968197.000000 Penalty: 3690.563965
	Iteration 41Q: 3 clusters Score -9968197 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72010 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -9968301.000000 Penalty: 3690.563965
	Iteration 42Q: 3 clusters Score -9968301 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -9968352.000000 Penalty: 3690.563965
	Iteration 43Q: 3 clusters Score -9968352 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -9968485.000000 Penalty: 3690.563965
	Iteration 44Q: 3 clusters Score -9968485 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -9968566.000000 Penalty: 3690.563965
	Iteration 45Q: 3 clusters Score -9968566 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -9968676.000000 Penalty: 3690.563965
	Iteration 46Q: 3 clusters Score -9968676 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9968799 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -9968843.000000 Penalty: 3690.563965
	Iteration 48Q: 3 clusters Score -9968843 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -9968923.000000 Penalty: 3690.563965
	Iteration 49Q: 3 clusters Score -9968923 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -9968997.000000 Penalty: 3690.563965
	Iteration 50Q: 3 clusters Score -9968997 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -9969102.000000 Penalty: 3690.563965
	Iteration 51Q: 3 clusters Score -9969102 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -9969176.000000 Penalty: 3690.563965
	Iteration 52Q: 3 clusters Score -9969176 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -9969229.000000 Penalty: 3690.563965
	Iteration 53Q: 3 clusters Score -9969229 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -9969281.000000 Penalty: 3690.563965
	Iteration 54Q: 3 clusters Score -9969281 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78666 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -9969311.000000 Penalty: 3690.563965
	Iteration 55Q: 3 clusters Score -9969311 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -9969385.000000 Penalty: 3690.563965
	Iteration 56Q: 3 clusters Score -9969385 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79321 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -9969445.000000 Penalty: 3690.563965
	Iteration 57Q: 3 clusters Score -9969445 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79627 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -9969478.000000 Penalty: 3690.563965
	Iteration 58Q: 3 clusters Score -9969478 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9969491 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -9969533.000000 Penalty: 3690.563965
	Iteration 60F: 3 clusters Score -9969533 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -9969553.000000 Penalty: 3690.563965
	Iteration 61Q: 3 clusters Score -9969553 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9969569 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -9969570.000000 Penalty: 3690.563965
	Iteration 63Q: 3 clusters Score -9969570 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9969554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9969595 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -9969605.000000 Penalty: 3690.563965
	Iteration 66Q: 3 clusters Score -9969605 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -9969621.000000 Penalty: 3690.563965
	Iteration 67Q: 3 clusters Score -9969621 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -9969625.000000 Penalty: 3690.563965
	Iteration 68Q: 3 clusters Score -9969625 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81842 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -9969608.000000 Penalty: 3690.563965
	Iteration 69Q: 3 clusters Score -9969608 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -9969597.000000 Penalty: 3690.563965
	Iteration 70Q: 3 clusters Score -9969597 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -9969587.000000 Penalty: 3690.563965
	Iteration 71Q: 3 clusters Score -9969587 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82129 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -9969591.000000 Penalty: 3690.563965
	Iteration 72Q: 3 clusters Score -9969591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -9969581.000000 Penalty: 3690.563965
	Iteration 73Q: 3 clusters Score -9969581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -9969569.000000 Penalty: 3690.563965
	Iteration 74Q: 3 clusters Score -9969569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -9969580.000000 Penalty: 3690.563965
	Iteration 75Q: 3 clusters Score -9969580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -9969571.000000 Penalty: 3690.563965
	Iteration 76Q: 3 clusters Score -9969571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -9969567.000000 Penalty: 3690.563965
	Iteration 77Q: 3 clusters Score -9969567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -9969588.000000 Penalty: 3690.563965
	Iteration 78Q: 3 clusters Score -9969588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -9969586.000000 Penalty: 3690.563965
	Iteration 79Q: 3 clusters Score -9969586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9969568.000000 Penalty: 3690.563965
	Iteration 80F: 3 clusters Score -9969568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -9969560.000000 Penalty: 3690.563965
	Iteration 81Q: 3 clusters Score -9969560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -9969547.000000 Penalty: 3690.563965
	Iteration 82Q: 3 clusters Score -9969547 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -9969552.000000 Penalty: 3690.563965
	Iteration 83Q: 3 clusters Score -9969552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -9969541.000000 Penalty: 3690.563965
	Iteration 84Q: 3 clusters Score -9969541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82728 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -9969544.000000 Penalty: 3690.563965
	Iteration 85Q: 3 clusters Score -9969544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -9969537.000000 Penalty: 3690.563965
	Iteration 86Q: 3 clusters Score -9969537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9969540.000000 Penalty: 3690.563965
	Iteration 87Q: 3 clusters Score -9969540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -9969532.000000 Penalty: 3690.563965
	Iteration 88Q: 3 clusters Score -9969532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -9969529.000000 Penalty: 3690.563965
	Iteration 89Q: 3 clusters Score -9969529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -9969526.000000 Penalty: 3690.563965
	Iteration 90Q: 3 clusters Score -9969526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -9969528.000000 Penalty: 3690.563965
	Iteration 91Q: 3 clusters Score -9969528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83000 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9969537.000000 Penalty: 3690.563965
	Iteration 92Q: 3 clusters Score -9969537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9969540.000000 Penalty: 3690.563965
	Iteration 93Q: 3 clusters Score -9969540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -9969531.000000 Penalty: 3690.563965
	Iteration 94Q: 3 clusters Score -9969531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9969542.000000 Penalty: 3690.563965
	Iteration 95Q: 3 clusters Score -9969542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -9969552.000000 Penalty: 3690.563965
	Iteration 96Q: 3 clusters Score -9969552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83157 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9969547.000000 Penalty: 3690.563965
	Iteration 97Q: 3 clusters Score -9969547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9969544.000000 Penalty: 3690.563965
	Iteration 98Q: 3 clusters Score -9969544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9969545.000000 Penalty: 3690.563965
	Iteration 99Q: 3 clusters Score -9969545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83204 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9969546.000000 Penalty: 3690.563965
	Iteration 100F: 3 clusters Score -9969546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9969530.000000 Penalty: 3690.563965
	Iteration 101Q: 3 clusters Score -9969530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -9969521.000000 Penalty: 3690.563965
	Iteration 102Q: 3 clusters Score -9969521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9969525.000000 Penalty: 3690.563965
	Iteration 103Q: 3 clusters Score -9969525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9969527.000000 Penalty: 3690.563965
	Iteration 104Q: 3 clusters Score -9969527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9969513.000000 Penalty: 3690.563965
	Iteration 105Q: 3 clusters Score -9969513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9969509.000000 Penalty: 3690.563965
	Iteration 106Q: 3 clusters Score -9969509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -9969514.000000 Penalty: 3690.563965
	Iteration 107Q: 3 clusters Score -9969514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9969506.000000 Penalty: 3690.563965
	Iteration 108Q: 3 clusters Score -9969506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -9969505.000000 Penalty: 3690.563965
	Iteration 109Q: 3 clusters Score -9969505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9969510.000000 Penalty: 3690.563965
	Iteration 110Q: 3 clusters Score -9969510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9969498.000000 Penalty: 3690.563965
	Iteration 111Q: 3 clusters Score -9969498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -9969507.000000 Penalty: 3690.563965
	Iteration 112Q: 3 clusters Score -9969507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9969505.000000 Penalty: 3690.563965
	Iteration 113Q: 3 clusters Score -9969505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9969506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -9969506.000000 Penalty: 3690.563965
	Iteration 115F: 3 clusters Score -9969506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -273571.843750 Penalty: 1267.659546
	Iteration 0F: 2 clusters Score -273571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -271184.781250 Penalty: 2535.319092
	Iteration 0F: 3 clusters Score -271184.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -271735.468750 Penalty: 2535.319092
	Iteration 1F: 3 clusters Score -271735.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -271851.500000 Penalty: 2535.319092
	Iteration 2F: 3 clusters Score -271851.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -271913.843750 Penalty: 2535.319092
	Iteration 3Q: 3 clusters Score -271913.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -271949.656250 Penalty: 2535.319092
	Iteration 4Q: 3 clusters Score -271949.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -271981.062500 Penalty: 2535.319092
	Iteration 5Q: 3 clusters Score -271981.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -272006.468750 Penalty: 2535.319092
	Iteration 6Q: 3 clusters Score -272006.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -272029.500000 Penalty: 2535.319092
	Iteration 7Q: 3 clusters Score -272029.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -272040.218750 Penalty: 2535.319092
	Iteration 8Q: 3 clusters Score -272040.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -272048.906250 Penalty: 2535.319092
	Iteration 9Q: 3 clusters Score -272048.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -272056.156250 Penalty: 2535.319092
	Iteration 10Q: 3 clusters Score -272056.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -272062.125000 Penalty: 2535.319092
	Iteration 11Q: 3 clusters Score -272062.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -272067.437500 Penalty: 2535.319092
	Iteration 12Q: 3 clusters Score -272067.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -272072.593750 Penalty: 2535.319092
	Iteration 13Q: 3 clusters Score -272072.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -272080.937500 Penalty: 2535.319092
	Iteration 14Q: 3 clusters Score -272080.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -272087.156250 Penalty: 2535.319092
	Iteration 15Q: 3 clusters Score -272087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -272091.125000 Penalty: 2535.319092
	Iteration 16Q: 3 clusters Score -272091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -272092.812500 Penalty: 2535.319092
	Iteration 17Q: 3 clusters Score -272092.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -272096.406250 Penalty: 2535.319092
	Iteration 18Q: 3 clusters Score -272096.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -272097.656250 Penalty: 2535.319092
	Iteration 19Q: 3 clusters Score -272097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -272099.781250 Penalty: 2535.319092
	Iteration 20F: 3 clusters Score -272099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -272101.000000 Penalty: 2535.319092
	Iteration 21Q: 3 clusters Score -272101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -272102.875000 Penalty: 2535.319092
	Iteration 22Q: 3 clusters Score -272102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -272103.531250 Penalty: 2535.319092
	Iteration 23Q: 3 clusters Score -272103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -272104.375000 Penalty: 2535.319092
	Iteration 24Q: 3 clusters Score -272104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -272104.968750 Penalty: 2535.319092
	Iteration 25Q: 3 clusters Score -272105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -272106.125000 Penalty: 2535.319092
	Iteration 26Q: 3 clusters Score -272106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -272106.968750 Penalty: 2535.319092
	Iteration 27Q: 3 clusters Score -272107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -272107.968750 Penalty: 2535.319092
	Iteration 28Q: 3 clusters Score -272108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -272108.312500 Penalty: 2535.319092
	Iteration 29Q: 3 clusters Score -272108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -272109.250000 Penalty: 2535.319092
	Iteration 30Q: 3 clusters Score -272109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -272110.812500 Penalty: 2535.319092
	Iteration 31Q: 3 clusters Score -272110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -272111.531250 Penalty: 2535.319092
	Iteration 32Q: 3 clusters Score -272111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -272113.500000 Penalty: 2535.319092
	Iteration 33Q: 3 clusters Score -272113.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -272114.093750 Penalty: 2535.319092
	Iteration 34Q: 3 clusters Score -272114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -272115.125000 Penalty: 2535.319092
	Iteration 35Q: 3 clusters Score -272115.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -272116.062500 Penalty: 2535.319092
	Iteration 36Q: 3 clusters Score -272116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -272116.156250 Penalty: 2535.319092
	Iteration 37Q: 3 clusters Score -272116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -272116.562500 Penalty: 2535.319092
	Iteration 38Q: 3 clusters Score -272116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -272117.062500 Penalty: 2535.319092
	Iteration 39Q: 3 clusters Score -272117.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -272118.906250 Penalty: 2535.319092
	Iteration 40F: 3 clusters Score -272118.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -272121.468750 Penalty: 2535.319092
	Iteration 41Q: 3 clusters Score -272121.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -272122.687500 Penalty: 2535.319092
	Iteration 42Q: 3 clusters Score -272122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -272123.312500 Penalty: 2535.319092
	Iteration 43Q: 3 clusters Score -272123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -272123.312500 Penalty: 2535.319092
	Iteration 44F: 3 clusters Score -272123.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -424802.312500 Penalty: 1333.879883
	Iteration 0F: 2 clusters Score -424802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -421659.843750 Penalty: 2667.759766
	Iteration 0F: 3 clusters Score -421659.8 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -422468.593750 Penalty: 2667.759766
	Iteration 1F: 3 clusters Score -422468.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -422636.937500 Penalty: 2667.759766
	Iteration 2F: 3 clusters Score -422636.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -422764.468750 Penalty: 2667.759766
	Iteration 3F: 3 clusters Score -422764.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -422846.343750 Penalty: 2667.759766
	Iteration 4Q: 3 clusters Score -422846.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -422909.281250 Penalty: 2667.759766
	Iteration 5Q: 3 clusters Score -422909.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -422970.937500 Penalty: 2667.759766
	Iteration 6Q: 3 clusters Score -422970.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -423032.875000 Penalty: 2667.759766
	Iteration 7Q: 3 clusters Score -423032.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -423111.656250 Penalty: 2667.759766
	Iteration 8Q: 3 clusters Score -423111.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -423208.312500 Penalty: 2667.759766
	Iteration 9Q: 3 clusters Score -423208.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -423320.187500 Penalty: 2667.759766
	Iteration 10Q: 3 clusters Score -423320.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -423405.218750 Penalty: 2667.759766
	Iteration 11Q: 3 clusters Score -423405.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -423482.593750 Penalty: 2667.759766
	Iteration 12Q: 3 clusters Score -423482.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -423550.593750 Penalty: 2667.759766
	Iteration 13Q: 3 clusters Score -423550.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -423617.718750 Penalty: 2667.759766
	Iteration 14Q: 3 clusters Score -423617.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -423677.156250 Penalty: 2667.759766
	Iteration 15Q: 3 clusters Score -423677.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -423728.250000 Penalty: 2667.759766
	Iteration 16Q: 3 clusters Score -423728.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -423770.281250 Penalty: 2667.759766
	Iteration 17Q: 3 clusters Score -423770.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -423816.875000 Penalty: 2667.759766
	Iteration 18Q: 3 clusters Score -423816.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -423855.281250 Penalty: 2667.759766
	Iteration 19Q: 3 clusters Score -423855.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -423884.343750 Penalty: 2667.759766
	Iteration 20F: 3 clusters Score -423884.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -423903.875000 Penalty: 2667.759766
	Iteration 21Q: 3 clusters Score -423903.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -423920.125000 Penalty: 2667.759766
	Iteration 22Q: 3 clusters Score -423920.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -423929.625000 Penalty: 2667.759766
	Iteration 23Q: 3 clusters Score -423929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -423932.281250 Penalty: 2667.759766
	Iteration 24Q: 3 clusters Score -423932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -423935.031250 Penalty: 2667.759766
	Iteration 25Q: 3 clusters Score -423935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -423936.656250 Penalty: 2667.759766
	Iteration 26Q: 3 clusters Score -423936.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -423937.500000 Penalty: 2667.759766
	Iteration 27Q: 3 clusters Score -423937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -423937.500000 Penalty: 2667.759766
	Iteration 28F: 3 clusters Score -423937.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (131713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131713 members 
Entering Unmasked Estep 
Score: -15150230.000000 Penalty: 1915.611816
	Iteration 0F: 2 clusters Score -1.515023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -15067317.000000 Penalty: 3831.223633
	Iteration 0F: 3 clusters Score -1.506732e+07 nChanged 63449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -15105205.000000 Penalty: 3831.223633
	Iteration 1F: 3 clusters Score -1.51052e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75260 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -15106507.000000 Penalty: 3831.223633
	Iteration 2Q: 3 clusters Score -1.510651e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -15108761.000000 Penalty: 3831.223633
	Iteration 3Q: 3 clusters Score -1.510876e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -15113027.000000 Penalty: 3831.223633
	Iteration 4F: 3 clusters Score -1.511303e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98086 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -15120528.000000 Penalty: 3831.223633
	Iteration 5F: 3 clusters Score -1.512053e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -15130992.000000 Penalty: 3831.223633
	Iteration 6F: 3 clusters Score -1.513099e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120659 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -15140626.000000 Penalty: 3831.223633
	Iteration 7F: 3 clusters Score -1.514063e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127518 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -15145786.000000 Penalty: 3831.223633
	Iteration 8F: 3 clusters Score -1.514579e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130419 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15147715.000000 Penalty: 3831.223633
	Iteration 9Q: 3 clusters Score -1.514772e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131270 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15148294.000000 Penalty: 3831.223633
	Iteration 10Q: 3 clusters Score -1.514829e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131480 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15148442.000000 Penalty: 3831.223633
	Iteration 11Q: 3 clusters Score -1.514844e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131533 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15148478.000000 Penalty: 3831.223633
	Iteration 12Q: 3 clusters Score -1.514848e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15148535.000000 Penalty: 3831.223633
	Iteration 13Q: 3 clusters Score -1.514854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15148561.000000 Penalty: 3831.223633
	Iteration 14Q: 3 clusters Score -1.514856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131575 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15148579.000000 Penalty: 3831.223633
	Iteration 15Q: 3 clusters Score -1.514858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131578 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15148582.000000 Penalty: 3831.223633
	Iteration 16Q: 3 clusters Score -1.514858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131578 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -15148582.000000 Penalty: 3831.223633
	Iteration 17F: 3 clusters Score -1.514858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -14353.781250 Penalty: 856.862488
	Iteration 0F: 2 clusters Score -14353.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13781.568359 Penalty: 1713.724976
	Iteration 0F: 3 clusters Score -13781.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14000.953125 Penalty: 1713.724976
	Iteration 1F: 3 clusters Score -14000.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14049.126953 Penalty: 1713.724976
	Iteration 2F: 3 clusters Score -14049.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14067.971680 Penalty: 1713.724976
	Iteration 3Q: 3 clusters Score -14067.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14096.128906 Penalty: 1713.724976
	Iteration 4Q: 3 clusters Score -14096.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14101.098633 Penalty: 1713.724976
	Iteration 5Q: 3 clusters Score -14101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14105.111328 Penalty: 1713.724976
	Iteration 6Q: 3 clusters Score -14105.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14105.111328 Penalty: 1713.724976
	Iteration 7F: 3 clusters Score -14105.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Entering Unmasked Estep 
Score: -7254403.000000 Penalty: 1793.904419
	Iteration 0F: 2 clusters Score -7254403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -7212946.000000 Penalty: 3587.808838
	Iteration 0F: 3 clusters Score -7212946 nChanged 29295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -7229747.000000 Penalty: 3587.808838
	Iteration 1F: 3 clusters Score -7229747 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -7230695.500000 Penalty: 3587.808838
	Iteration 2Q: 3 clusters Score -7230696 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -7231870.500000 Penalty: 3587.808838
	Iteration 3Q: 3 clusters Score -7231870 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -7233717.500000 Penalty: 3587.808838
	Iteration 4F: 3 clusters Score -7233718 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -7236326.500000 Penalty: 3587.808838
	Iteration 5F: 3 clusters Score -7236326 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -7239502.000000 Penalty: 3587.808838
	Iteration 6F: 3 clusters Score -7239502 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -7242317.000000 Penalty: 3587.808838
	Iteration 7F: 3 clusters Score -7242317 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -7244038.500000 Penalty: 3587.808838
	Iteration 8F: 3 clusters Score -7244038 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -7244936.000000 Penalty: 3587.808838
	Iteration 9Q: 3 clusters Score -7244936 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -7245445.500000 Penalty: 3587.808838
	Iteration 10Q: 3 clusters Score -7245446 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -7245794.000000 Penalty: 3587.808838
	Iteration 11Q: 3 clusters Score -7245794 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -7246149.000000 Penalty: 3587.808838
	Iteration 12Q: 3 clusters Score -7246149 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -7246471.000000 Penalty: 3587.808838
	Iteration 13Q: 3 clusters Score -7246471 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -7246788.500000 Penalty: 3587.808838
	Iteration 14Q: 3 clusters Score -7246788 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -7247062.500000 Penalty: 3587.808838
	Iteration 15Q: 3 clusters Score -7247062 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -7247333.000000 Penalty: 3587.808838
	Iteration 16Q: 3 clusters Score -7247333 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -7247585.500000 Penalty: 3587.808838
	Iteration 17Q: 3 clusters Score -7247586 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -7247756.500000 Penalty: 3587.808838
	Iteration 18Q: 3 clusters Score -7247756 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -7247916.500000 Penalty: 3587.808838
	Iteration 19Q: 3 clusters Score -7247916 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -7248076.000000 Penalty: 3587.808838
	Iteration 20F: 3 clusters Score -7248076 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -7248236.000000 Penalty: 3587.808838
	Iteration 21Q: 3 clusters Score -7248236 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -7248361.500000 Penalty: 3587.808838
	Iteration 22Q: 3 clusters Score -7248362 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -7248499.500000 Penalty: 3587.808838
	Iteration 23Q: 3 clusters Score -7248500 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -7248593.500000 Penalty: 3587.808838
	Iteration 24Q: 3 clusters Score -7248594 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -7248729.000000 Penalty: 3587.808838
	Iteration 25Q: 3 clusters Score -7248729 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -7248853.000000 Penalty: 3587.808838
	Iteration 26Q: 3 clusters Score -7248853 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -7248976.000000 Penalty: 3587.808838
	Iteration 27Q: 3 clusters Score -7248976 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -7249125.500000 Penalty: 3587.808838
	Iteration 28Q: 3 clusters Score -7249126 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -7249315.500000 Penalty: 3587.808838
	Iteration 29Q: 3 clusters Score -7249316 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -7249443.000000 Penalty: 3587.808838
	Iteration 30Q: 3 clusters Score -7249443 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -7249568.500000 Penalty: 3587.808838
	Iteration 31Q: 3 clusters Score -7249568 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -7249765.000000 Penalty: 3587.808838
	Iteration 32Q: 3 clusters Score -7249765 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -7249931.500000 Penalty: 3587.808838
	Iteration 33Q: 3 clusters Score -7249932 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -7250061.000000 Penalty: 3587.808838
	Iteration 34Q: 3 clusters Score -7250061 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -7250255.000000 Penalty: 3587.808838
	Iteration 35Q: 3 clusters Score -7250255 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -7250410.500000 Penalty: 3587.808838
	Iteration 36Q: 3 clusters Score -7250410 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -7250642.500000 Penalty: 3587.808838
	Iteration 37Q: 3 clusters Score -7250642 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -7250849.500000 Penalty: 3587.808838
	Iteration 38Q: 3 clusters Score -7250850 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -7251011.500000 Penalty: 3587.808838
	Iteration 39Q: 3 clusters Score -7251012 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -7251199.500000 Penalty: 3587.808838
	Iteration 40F: 3 clusters Score -7251200 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -7251372.000000 Penalty: 3587.808838
	Iteration 41Q: 3 clusters Score -7251372 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -7251541.500000 Penalty: 3587.808838
	Iteration 42Q: 3 clusters Score -7251542 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -7251712.500000 Penalty: 3587.808838
	Iteration 43Q: 3 clusters Score -7251712 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -7251888.500000 Penalty: 3587.808838
	Iteration 44Q: 3 clusters Score -7251888 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -7252014.500000 Penalty: 3587.808838
	Iteration 45Q: 3 clusters Score -7252014 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -7252119.500000 Penalty: 3587.808838
	Iteration 46Q: 3 clusters Score -7252120 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -7252202.000000 Penalty: 3587.808838
	Iteration 47Q: 3 clusters Score -7252202 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -7252313.000000 Penalty: 3587.808838
	Iteration 48Q: 3 clusters Score -7252313 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -7252410.000000 Penalty: 3587.808838
	Iteration 49Q: 3 clusters Score -7252410 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -7252521.000000 Penalty: 3587.808838
	Iteration 50Q: 3 clusters Score -7252521 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -7252615.500000 Penalty: 3587.808838
	Iteration 51Q: 3 clusters Score -7252616 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -7252701.500000 Penalty: 3587.808838
	Iteration 52Q: 3 clusters Score -7252702 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -7252800.000000 Penalty: 3587.808838
	Iteration 53Q: 3 clusters Score -7252800 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -7252889.500000 Penalty: 3587.808838
	Iteration 54Q: 3 clusters Score -7252890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -7252948.500000 Penalty: 3587.808838
	Iteration 55Q: 3 clusters Score -7252948 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -7253018.500000 Penalty: 3587.808838
	Iteration 56Q: 3 clusters Score -7253018 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -7253115.500000 Penalty: 3587.808838
	Iteration 57Q: 3 clusters Score -7253116 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7253182.000000 Penalty: 3587.808838
	Iteration 58Q: 3 clusters Score -7253182 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -7253255.500000 Penalty: 3587.808838
	Iteration 59Q: 3 clusters Score -7253256 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -7253301.000000 Penalty: 3587.808838
	Iteration 60F: 3 clusters Score -7253301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -7253327.000000 Penalty: 3587.808838
	Iteration 61Q: 3 clusters Score -7253327 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -7253354.000000 Penalty: 3587.808838
	Iteration 62Q: 3 clusters Score -7253354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -7253361.000000 Penalty: 3587.808838
	Iteration 63Q: 3 clusters Score -7253361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -7253372.500000 Penalty: 3587.808838
	Iteration 64Q: 3 clusters Score -7253372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -7253392.500000 Penalty: 3587.808838
	Iteration 65Q: 3 clusters Score -7253392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -7253403.500000 Penalty: 3587.808838
	Iteration 66Q: 3 clusters Score -7253404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -7253414.500000 Penalty: 3587.808838
	Iteration 67Q: 3 clusters Score -7253414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -7253419.000000 Penalty: 3587.808838
	Iteration 68Q: 3 clusters Score -7253419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -7253434.500000 Penalty: 3587.808838
	Iteration 69Q: 3 clusters Score -7253434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -7253448.000000 Penalty: 3587.808838
	Iteration 70Q: 3 clusters Score -7253448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -7253441.500000 Penalty: 3587.808838
	Iteration 71Q: 3 clusters Score -7253442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -7253443.000000 Penalty: 3587.808838
	Iteration 72Q: 3 clusters Score -7253443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -7253451.500000 Penalty: 3587.808838
	Iteration 73Q: 3 clusters Score -7253452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -7253453.000000 Penalty: 3587.808838
	Iteration 74Q: 3 clusters Score -7253453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -7253457.500000 Penalty: 3587.808838
	Iteration 75Q: 3 clusters Score -7253458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -7253473.000000 Penalty: 3587.808838
	Iteration 76Q: 3 clusters Score -7253473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -7253468.500000 Penalty: 3587.808838
	Iteration 77Q: 3 clusters Score -7253468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -7253463.500000 Penalty: 3587.808838
	Iteration 78Q: 3 clusters Score -7253464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -7253481.000000 Penalty: 3587.808838
	Iteration 79Q: 3 clusters Score -7253481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -7253481.500000 Penalty: 3587.808838
	Iteration 80F: 3 clusters Score -7253482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -7253485.000000 Penalty: 3587.808838
	Iteration 81Q: 3 clusters Score -7253485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -7253486.500000 Penalty: 3587.808838
	Iteration 82Q: 3 clusters Score -7253486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -7253485.500000 Penalty: 3587.808838
	Iteration 83Q: 3 clusters Score -7253486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -7253489.500000 Penalty: 3587.808838
	Iteration 84Q: 3 clusters Score -7253490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -7253490.000000 Penalty: 3587.808838
	Iteration 85Q: 3 clusters Score -7253490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -7253483.500000 Penalty: 3587.808838
	Iteration 86Q: 3 clusters Score -7253484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -7253485.000000 Penalty: 3587.808838
	Iteration 87Q: 3 clusters Score -7253485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -7253480.500000 Penalty: 3587.808838
	Iteration 88Q: 3 clusters Score -7253480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -7253471.000000 Penalty: 3587.808838
	Iteration 89Q: 3 clusters Score -7253471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -7253474.500000 Penalty: 3587.808838
	Iteration 90Q: 3 clusters Score -7253474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -7253480.500000 Penalty: 3587.808838
	Iteration 91Q: 3 clusters Score -7253480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -7253472.000000 Penalty: 3587.808838
	Iteration 92Q: 3 clusters Score -7253472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -7253478.000000 Penalty: 3587.808838
	Iteration 93Q: 3 clusters Score -7253478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -7253476.500000 Penalty: 3587.808838
	Iteration 94Q: 3 clusters Score -7253476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -7253471.000000 Penalty: 3587.808838
	Iteration 95Q: 3 clusters Score -7253471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -7253467.500000 Penalty: 3587.808838
	Iteration 96Q: 3 clusters Score -7253468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -7253467.000000 Penalty: 3587.808838
	Iteration 97Q: 3 clusters Score -7253467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -7253465.000000 Penalty: 3587.808838
	Iteration 98Q: 3 clusters Score -7253465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -7253470.000000 Penalty: 3587.808838
	Iteration 99Q: 3 clusters Score -7253470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -7253471.000000 Penalty: 3587.808838
	Iteration 100F: 3 clusters Score -7253471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Entering Unmasked Estep 
Score: -1638025.750000 Penalty: 1552.271484
	Iteration 0F: 2 clusters Score -1638026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1628245.750000 Penalty: 3104.542969
	Iteration 0F: 3 clusters Score -1628246 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1631679.750000 Penalty: 3104.542969
	Iteration 1F: 3 clusters Score -1631680 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1632043.250000 Penalty: 3104.542969
	Iteration 2F: 3 clusters Score -1632043 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1632474.875000 Penalty: 3104.542969
	Iteration 3F: 3 clusters Score -1632475 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1633027.250000 Penalty: 3104.542969
	Iteration 4F: 3 clusters Score -1633027 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1633667.875000 Penalty: 3104.542969
	Iteration 5F: 3 clusters Score -1633668 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1634423.375000 Penalty: 3104.542969
	Iteration 6F: 3 clusters Score -1634423 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1635098.250000 Penalty: 3104.542969
	Iteration 7F: 3 clusters Score -1635098 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1635705.875000 Penalty: 3104.542969
	Iteration 8F: 3 clusters Score -1635706 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1636157.375000 Penalty: 3104.542969
	Iteration 9Q: 3 clusters Score -1636157 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1636422.625000 Penalty: 3104.542969
	Iteration 10Q: 3 clusters Score -1636423 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1636583.125000 Penalty: 3104.542969
	Iteration 11Q: 3 clusters Score -1636583 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1636692.250000 Penalty: 3104.542969
	Iteration 12Q: 3 clusters Score -1636692 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1636785.625000 Penalty: 3104.542969
	Iteration 13Q: 3 clusters Score -1636786 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1636857.375000 Penalty: 3104.542969
	Iteration 14Q: 3 clusters Score -1636857 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1636907.500000 Penalty: 3104.542969
	Iteration 15Q: 3 clusters Score -1636908 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1636946.500000 Penalty: 3104.542969
	Iteration 16Q: 3 clusters Score -1636946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1636982.250000 Penalty: 3104.542969
	Iteration 17Q: 3 clusters Score -1636982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1637009.500000 Penalty: 3104.542969
	Iteration 18Q: 3 clusters Score -1637010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1637026.125000 Penalty: 3104.542969
	Iteration 19Q: 3 clusters Score -1637026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1637045.750000 Penalty: 3104.542969
	Iteration 20F: 3 clusters Score -1637046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1637057.750000 Penalty: 3104.542969
	Iteration 21Q: 3 clusters Score -1637058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1637068.625000 Penalty: 3104.542969
	Iteration 22Q: 3 clusters Score -1637069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1637079.375000 Penalty: 3104.542969
	Iteration 23Q: 3 clusters Score -1637079 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1637096.500000 Penalty: 3104.542969
	Iteration 24Q: 3 clusters Score -1637096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1637112.500000 Penalty: 3104.542969
	Iteration 25Q: 3 clusters Score -1637112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1637130.500000 Penalty: 3104.542969
	Iteration 26Q: 3 clusters Score -1637130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1637145.500000 Penalty: 3104.542969
	Iteration 27Q: 3 clusters Score -1637146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1637154.750000 Penalty: 3104.542969
	Iteration 28Q: 3 clusters Score -1637155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1637167.750000 Penalty: 3104.542969
	Iteration 29Q: 3 clusters Score -1637168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1637178.625000 Penalty: 3104.542969
	Iteration 30Q: 3 clusters Score -1637179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1637192.750000 Penalty: 3104.542969
	Iteration 31Q: 3 clusters Score -1637193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1637203.375000 Penalty: 3104.542969
	Iteration 32Q: 3 clusters Score -1637203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1637214.875000 Penalty: 3104.542969
	Iteration 33Q: 3 clusters Score -1637215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1637227.875000 Penalty: 3104.542969
	Iteration 34Q: 3 clusters Score -1637228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1637234.000000 Penalty: 3104.542969
	Iteration 35Q: 3 clusters Score -1637234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1637238.750000 Penalty: 3104.542969
	Iteration 36Q: 3 clusters Score -1637239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1637247.375000 Penalty: 3104.542969
	Iteration 37Q: 3 clusters Score -1637247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1637255.375000 Penalty: 3104.542969
	Iteration 38Q: 3 clusters Score -1637255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1637256.750000 Penalty: 3104.542969
	Iteration 39Q: 3 clusters Score -1637257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1637263.250000 Penalty: 3104.542969
	Iteration 40F: 3 clusters Score -1637263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1637266.875000 Penalty: 3104.542969
	Iteration 41Q: 3 clusters Score -1637267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1637279.500000 Penalty: 3104.542969
	Iteration 42Q: 3 clusters Score -1637280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1637288.750000 Penalty: 3104.542969
	Iteration 43Q: 3 clusters Score -1637289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1637303.375000 Penalty: 3104.542969
	Iteration 44Q: 3 clusters Score -1637303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1637317.500000 Penalty: 3104.542969
	Iteration 45Q: 3 clusters Score -1637318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1637328.750000 Penalty: 3104.542969
	Iteration 46Q: 3 clusters Score -1637329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1637332.875000 Penalty: 3104.542969
	Iteration 47Q: 3 clusters Score -1637333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1637338.375000 Penalty: 3104.542969
	Iteration 48Q: 3 clusters Score -1637338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1637341.000000 Penalty: 3104.542969
	Iteration 49Q: 3 clusters Score -1637341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1637343.000000 Penalty: 3104.542969
	Iteration 50Q: 3 clusters Score -1637343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1637345.375000 Penalty: 3104.542969
	Iteration 51Q: 3 clusters Score -1637345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1637345.000000 Penalty: 3104.542969
	Iteration 52Q: 3 clusters Score -1637345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1637348.875000 Penalty: 3104.542969
	Iteration 53Q: 3 clusters Score -1637349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1637350.750000 Penalty: 3104.542969
	Iteration 54Q: 3 clusters Score -1637351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1637348.750000 Penalty: 3104.542969
	Iteration 55Q: 3 clusters Score -1637349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1637353.500000 Penalty: 3104.542969
	Iteration 56Q: 3 clusters Score -1637354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1637353.875000 Penalty: 3104.542969
	Iteration 57Q: 3 clusters Score -1637354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1637353.875000 Penalty: 3104.542969
	Iteration 58F: 3 clusters Score -1637354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Entering Unmasked Estep 
Score: -3242448.500000 Penalty: 1669.667725
	Iteration 0F: 2 clusters Score -3242448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3223002.000000 Penalty: 3339.335449
	Iteration 0F: 3 clusters Score -3223002 nChanged 13355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3230562.250000 Penalty: 3339.335449
	Iteration 1F: 3 clusters Score -3230562 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3230934.250000 Penalty: 3339.335449
	Iteration 2Q: 3 clusters Score -3230934 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3231201.500000 Penalty: 3339.335449
	Iteration 3Q: 3 clusters Score -3231202 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3231469.000000 Penalty: 3339.335449
	Iteration 4Q: 3 clusters Score -3231469 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3231805.000000 Penalty: 3339.335449
	Iteration 5Q: 3 clusters Score -3231805 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3232290.000000 Penalty: 3339.335449
	Iteration 6Q: 3 clusters Score -3232290 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3232990.250000 Penalty: 3339.335449
	Iteration 7Q: 3 clusters Score -3232990 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3234061.000000 Penalty: 3339.335449
	Iteration 8Q: 3 clusters Score -3234061 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3235378.000000 Penalty: 3339.335449
	Iteration 9F: 3 clusters Score -3235378 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3236650.000000 Penalty: 3339.335449
	Iteration 10F: 3 clusters Score -3236650 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3237749.500000 Penalty: 3339.335449
	Iteration 11Q: 3 clusters Score -3237750 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3238630.750000 Penalty: 3339.335449
	Iteration 12Q: 3 clusters Score -3238631 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3239278.000000 Penalty: 3339.335449
	Iteration 13Q: 3 clusters Score -3239278 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3239764.250000 Penalty: 3339.335449
	Iteration 14Q: 3 clusters Score -3239764 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3240095.500000 Penalty: 3339.335449
	Iteration 15Q: 3 clusters Score -3240096 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3240358.500000 Penalty: 3339.335449
	Iteration 16Q: 3 clusters Score -3240358 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3240534.500000 Penalty: 3339.335449
	Iteration 17Q: 3 clusters Score -3240534 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3240659.500000 Penalty: 3339.335449
	Iteration 18Q: 3 clusters Score -3240660 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3240761.750000 Penalty: 3339.335449
	Iteration 19Q: 3 clusters Score -3240762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3240833.500000 Penalty: 3339.335449
	Iteration 20F: 3 clusters Score -3240834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3240898.000000 Penalty: 3339.335449
	Iteration 21Q: 3 clusters Score -3240898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3240934.250000 Penalty: 3339.335449
	Iteration 22Q: 3 clusters Score -3240934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3240964.500000 Penalty: 3339.335449
	Iteration 23Q: 3 clusters Score -3240964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3240982.750000 Penalty: 3339.335449
	Iteration 24Q: 3 clusters Score -3240983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3240998.250000 Penalty: 3339.335449
	Iteration 25Q: 3 clusters Score -3240998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3241010.500000 Penalty: 3339.335449
	Iteration 26Q: 3 clusters Score -3241010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3241026.500000 Penalty: 3339.335449
	Iteration 27Q: 3 clusters Score -3241026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3241036.000000 Penalty: 3339.335449
	Iteration 28Q: 3 clusters Score -3241036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3241044.250000 Penalty: 3339.335449
	Iteration 29Q: 3 clusters Score -3241044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3241045.000000 Penalty: 3339.335449
	Iteration 30Q: 3 clusters Score -3241045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3241047.000000 Penalty: 3339.335449
	Iteration 31Q: 3 clusters Score -3241047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3241045.500000 Penalty: 3339.335449
	Iteration 32Q: 3 clusters Score -3241046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3241048.750000 Penalty: 3339.335449
	Iteration 33Q: 3 clusters Score -3241049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3241053.000000 Penalty: 3339.335449
	Iteration 34Q: 3 clusters Score -3241053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3241052.250000 Penalty: 3339.335449
	Iteration 35Q: 3 clusters Score -3241052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3241057.000000 Penalty: 3339.335449
	Iteration 36Q: 3 clusters Score -3241057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3241062.250000 Penalty: 3339.335449
	Iteration 37Q: 3 clusters Score -3241062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3241063.500000 Penalty: 3339.335449
	Iteration 38Q: 3 clusters Score -3241064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3241072.000000 Penalty: 3339.335449
	Iteration 39Q: 3 clusters Score -3241072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3241069.000000 Penalty: 3339.335449
	Iteration 40F: 3 clusters Score -3241069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3241071.750000 Penalty: 3339.335449
	Iteration 41Q: 3 clusters Score -3241072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3241072.500000 Penalty: 3339.335449
	Iteration 42Q: 3 clusters Score -3241072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3241072.500000 Penalty: 3339.335449
	Iteration 43F: 3 clusters Score -3241072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (66419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Entering Unmasked Estep 
Score: -7820821.000000 Penalty: 1804.357544
	Iteration 0F: 2 clusters Score -7820821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -7776551.500000 Penalty: 3608.715088
	Iteration 0F: 3 clusters Score -7776552 nChanged 31346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -7794374.500000 Penalty: 3608.715088
	Iteration 1F: 3 clusters Score -7794374 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -7794813.000000 Penalty: 3608.715088
	Iteration 2Q: 3 clusters Score -7794813 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -7795270.000000 Penalty: 3608.715088
	Iteration 3Q: 3 clusters Score -7795270 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -7795701.000000 Penalty: 3608.715088
	Iteration 4Q: 3 clusters Score -7795701 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -7796228.500000 Penalty: 3608.715088
	Iteration 5Q: 3 clusters Score -7796228 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -7796787.500000 Penalty: 3608.715088
	Iteration 6Q: 3 clusters Score -7796788 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -7797514.000000 Penalty: 3608.715088
	Iteration 7Q: 3 clusters Score -7797514 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -7798584.000000 Penalty: 3608.715088
	Iteration 8Q: 3 clusters Score -7798584 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -7800039.000000 Penalty: 3608.715088
	Iteration 9Q: 3 clusters Score -7800039 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -7802174.000000 Penalty: 3608.715088
	Iteration 10F: 3 clusters Score -7802174 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -7805068.500000 Penalty: 3608.715088
	Iteration 11F: 3 clusters Score -7805068 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -7807821.000000 Penalty: 3608.715088
	Iteration 12F: 3 clusters Score -7807821 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -7809581.000000 Penalty: 3608.715088
	Iteration 13Q: 3 clusters Score -7809581 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -7810421.500000 Penalty: 3608.715088
	Iteration 14Q: 3 clusters Score -7810422 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -7810961.000000 Penalty: 3608.715088
	Iteration 15Q: 3 clusters Score -7810961 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -7811543.500000 Penalty: 3608.715088
	Iteration 16Q: 3 clusters Score -7811544 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -7812032.000000 Penalty: 3608.715088
	Iteration 17Q: 3 clusters Score -7812032 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -7812488.000000 Penalty: 3608.715088
	Iteration 18Q: 3 clusters Score -7812488 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -7813041.500000 Penalty: 3608.715088
	Iteration 19Q: 3 clusters Score -7813042 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -7813438.500000 Penalty: 3608.715088
	Iteration 20F: 3 clusters Score -7813438 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -7813909.500000 Penalty: 3608.715088
	Iteration 21Q: 3 clusters Score -7813910 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -7814249.500000 Penalty: 3608.715088
	Iteration 22Q: 3 clusters Score -7814250 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -7814638.000000 Penalty: 3608.715088
	Iteration 23Q: 3 clusters Score -7814638 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -7814910.000000 Penalty: 3608.715088
	Iteration 24Q: 3 clusters Score -7814910 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -7815066.000000 Penalty: 3608.715088
	Iteration 25Q: 3 clusters Score -7815066 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -7815282.000000 Penalty: 3608.715088
	Iteration 26Q: 3 clusters Score -7815282 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -7815451.000000 Penalty: 3608.715088
	Iteration 27Q: 3 clusters Score -7815451 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -7815584.500000 Penalty: 3608.715088
	Iteration 28Q: 3 clusters Score -7815584 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -7815717.500000 Penalty: 3608.715088
	Iteration 29Q: 3 clusters Score -7815718 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -7815806.000000 Penalty: 3608.715088
	Iteration 30Q: 3 clusters Score -7815806 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -7815933.000000 Penalty: 3608.715088
	Iteration 31Q: 3 clusters Score -7815933 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -7816026.000000 Penalty: 3608.715088
	Iteration 32Q: 3 clusters Score -7816026 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -7816092.500000 Penalty: 3608.715088
	Iteration 33Q: 3 clusters Score -7816092 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -7816181.000000 Penalty: 3608.715088
	Iteration 34Q: 3 clusters Score -7816181 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -7816253.500000 Penalty: 3608.715088
	Iteration 35Q: 3 clusters Score -7816254 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -7816302.000000 Penalty: 3608.715088
	Iteration 36Q: 3 clusters Score -7816302 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -7816387.000000 Penalty: 3608.715088
	Iteration 37Q: 3 clusters Score -7816387 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -7816444.500000 Penalty: 3608.715088
	Iteration 38Q: 3 clusters Score -7816444 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -7816517.000000 Penalty: 3608.715088
	Iteration 39Q: 3 clusters Score -7816517 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -7816575.000000 Penalty: 3608.715088
	Iteration 40F: 3 clusters Score -7816575 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -7816636.000000 Penalty: 3608.715088
	Iteration 41Q: 3 clusters Score -7816636 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -7816689.000000 Penalty: 3608.715088
	Iteration 42Q: 3 clusters Score -7816689 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -7816750.000000 Penalty: 3608.715088
	Iteration 43Q: 3 clusters Score -7816750 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -7816816.000000 Penalty: 3608.715088
	Iteration 44Q: 3 clusters Score -7816816 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -7816871.000000 Penalty: 3608.715088
	Iteration 45Q: 3 clusters Score -7816871 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -7816890.000000 Penalty: 3608.715088
	Iteration 46Q: 3 clusters Score -7816890 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -7816910.500000 Penalty: 3608.715088
	Iteration 47Q: 3 clusters Score -7816910 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -7816967.500000 Penalty: 3608.715088
	Iteration 48Q: 3 clusters Score -7816968 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -7817013.500000 Penalty: 3608.715088
	Iteration 49Q: 3 clusters Score -7817014 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -7817103.000000 Penalty: 3608.715088
	Iteration 50Q: 3 clusters Score -7817103 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -7817156.500000 Penalty: 3608.715088
	Iteration 51Q: 3 clusters Score -7817156 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -7817219.000000 Penalty: 3608.715088
	Iteration 52Q: 3 clusters Score -7817219 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -7817275.000000 Penalty: 3608.715088
	Iteration 53Q: 3 clusters Score -7817275 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -7817347.000000 Penalty: 3608.715088
	Iteration 54Q: 3 clusters Score -7817347 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -7817429.000000 Penalty: 3608.715088
	Iteration 55Q: 3 clusters Score -7817429 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -7817460.000000 Penalty: 3608.715088
	Iteration 56Q: 3 clusters Score -7817460 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -7817511.500000 Penalty: 3608.715088
	Iteration 57Q: 3 clusters Score -7817512 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -7817546.000000 Penalty: 3608.715088
	Iteration 58Q: 3 clusters Score -7817546 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -7817593.500000 Penalty: 3608.715088
	Iteration 59Q: 3 clusters Score -7817594 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -7817652.500000 Penalty: 3608.715088
	Iteration 60F: 3 clusters Score -7817652 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -7817671.500000 Penalty: 3608.715088
	Iteration 61Q: 3 clusters Score -7817672 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -7817737.500000 Penalty: 3608.715088
	Iteration 62Q: 3 clusters Score -7817738 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -7817754.500000 Penalty: 3608.715088
	Iteration 63Q: 3 clusters Score -7817754 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7817781 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -7817814.500000 Penalty: 3608.715088
	Iteration 65Q: 3 clusters Score -7817814 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -7817858.000000 Penalty: 3608.715088
	Iteration 66Q: 3 clusters Score -7817858 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -7817897.500000 Penalty: 3608.715088
	Iteration 67Q: 3 clusters Score -7817898 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -7817915.500000 Penalty: 3608.715088
	Iteration 68Q: 3 clusters Score -7817916 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -7817951.000000 Penalty: 3608.715088
	Iteration 69Q: 3 clusters Score -7817951 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -7817999.500000 Penalty: 3608.715088
	Iteration 70Q: 3 clusters Score -7818000 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -7818049.000000 Penalty: 3608.715088
	Iteration 71Q: 3 clusters Score -7818049 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -7818086.500000 Penalty: 3608.715088
	Iteration 72Q: 3 clusters Score -7818086 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -7818120.500000 Penalty: 3608.715088
	Iteration 73Q: 3 clusters Score -7818120 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -7818155.000000 Penalty: 3608.715088
	Iteration 74Q: 3 clusters Score -7818155 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -7818168.000000 Penalty: 3608.715088
	Iteration 75Q: 3 clusters Score -7818168 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -7818208.000000 Penalty: 3608.715088
	Iteration 76Q: 3 clusters Score -7818208 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -7818226.500000 Penalty: 3608.715088
	Iteration 77Q: 3 clusters Score -7818226 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -7818284.000000 Penalty: 3608.715088
	Iteration 78Q: 3 clusters Score -7818284 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -7818304.500000 Penalty: 3608.715088
	Iteration 79Q: 3 clusters Score -7818304 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -7818348.000000 Penalty: 3608.715088
	Iteration 80F: 3 clusters Score -7818348 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -7818400.500000 Penalty: 3608.715088
	Iteration 81Q: 3 clusters Score -7818400 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -7818458.500000 Penalty: 3608.715088
	Iteration 82Q: 3 clusters Score -7818458 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7818525 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 63215 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7818577 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 63380 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7818629 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -7818674.000000 Penalty: 3608.715088
	Iteration 86Q: 3 clusters Score -7818674 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -7818735.000000 Penalty: 3608.715088
	Iteration 87Q: 3 clusters Score -7818735 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7818784 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7818820 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -7818859.000000 Penalty: 3608.715088
	Iteration 90Q: 3 clusters Score -7818859 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -7818883.000000 Penalty: 3608.715088
	Iteration 91Q: 3 clusters Score -7818883 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7818916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7818930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -7818937.000000 Penalty: 3608.715088
	Iteration 94Q: 3 clusters Score -7818937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -7818946.500000 Penalty: 3608.715088
	Iteration 95Q: 3 clusters Score -7818946 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -7818980.000000 Penalty: 3608.715088
	Iteration 96Q: 3 clusters Score -7818980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -7818991.000000 Penalty: 3608.715088
	Iteration 97Q: 3 clusters Score -7818991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7819036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -7819043.500000 Penalty: 3608.715088
	Iteration 99Q: 3 clusters Score -7819044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -7819060.000000 Penalty: 3608.715088
	Iteration 100F: 3 clusters Score -7819060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -7819086.500000 Penalty: 3608.715088
	Iteration 101Q: 3 clusters Score -7819086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -7819120.000000 Penalty: 3608.715088
	Iteration 102Q: 3 clusters Score -7819120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -7819138.000000 Penalty: 3608.715088
	Iteration 103Q: 3 clusters Score -7819138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -7819134.500000 Penalty: 3608.715088
	Iteration 104Q: 3 clusters Score -7819134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -7819147.000000 Penalty: 3608.715088
	Iteration 105Q: 3 clusters Score -7819147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -7819155.500000 Penalty: 3608.715088
	Iteration 106Q: 3 clusters Score -7819156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -7819175.500000 Penalty: 3608.715088
	Iteration 107Q: 3 clusters Score -7819176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -7819180.500000 Penalty: 3608.715088
	Iteration 108Q: 3 clusters Score -7819180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -7819192.000000 Penalty: 3608.715088
	Iteration 109Q: 3 clusters Score -7819192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -7819193.000000 Penalty: 3608.715088
	Iteration 110Q: 3 clusters Score -7819193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -7819195.000000 Penalty: 3608.715088
	Iteration 111Q: 3 clusters Score -7819195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -7819196.500000 Penalty: 3608.715088
	Iteration 112Q: 3 clusters Score -7819196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -7819213.500000 Penalty: 3608.715088
	Iteration 113Q: 3 clusters Score -7819214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -7819210.500000 Penalty: 3608.715088
	Iteration 114Q: 3 clusters Score -7819210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7819214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -7819215.000000 Penalty: 3608.715088
	Iteration 116Q: 3 clusters Score -7819215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -7819216.500000 Penalty: 3608.715088
	Iteration 117Q: 3 clusters Score -7819216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -7819220.000000 Penalty: 3608.715088
	Iteration 118Q: 3 clusters Score -7819220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -7819228.500000 Penalty: 3608.715088
	Iteration 119Q: 3 clusters Score -7819228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -7819232.500000 Penalty: 3608.715088
	Iteration 120F: 3 clusters Score -7819232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
Score: -7819229.500000 Penalty: 3608.715088
	Iteration 121Q: 3 clusters Score -7819230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -7819249.000000 Penalty: 3608.715088
	Iteration 122Q: 3 clusters Score -7819249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -7819264.500000 Penalty: 3608.715088
	Iteration 123Q: 3 clusters Score -7819264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -7819251.500000 Penalty: 3608.715088
	Iteration 124Q: 3 clusters Score -7819252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -7819272.000000 Penalty: 3608.715088
	Iteration 125Q: 3 clusters Score -7819272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -7819274.500000 Penalty: 3608.715088
	Iteration 126Q: 3 clusters Score -7819274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -7819271.500000 Penalty: 3608.715088
	Iteration 127Q: 3 clusters Score -7819272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -7819275.500000 Penalty: 3608.715088
	Iteration 128Q: 3 clusters Score -7819276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -7819281.500000 Penalty: 3608.715088
	Iteration 129Q: 3 clusters Score -7819282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -7819279.500000 Penalty: 3608.715088
	Iteration 130Q: 3 clusters Score -7819280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -7819284.500000 Penalty: 3608.715088
	Iteration 131Q: 3 clusters Score -7819284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -7819288.500000 Penalty: 3608.715088
	Iteration 132Q: 3 clusters Score -7819288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -7819292.000000 Penalty: 3608.715088
	Iteration 133Q: 3 clusters Score -7819292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -7819287.500000 Penalty: 3608.715088
	Iteration 134Q: 3 clusters Score -7819288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -7819286.000000 Penalty: 3608.715088
	Iteration 135Q: 3 clusters Score -7819286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -7819289.000000 Penalty: 3608.715088
	Iteration 136Q: 3 clusters Score -7819289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -7819295.000000 Penalty: 3608.715088
	Iteration 137Q: 3 clusters Score -7819295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -7819304.000000 Penalty: 3608.715088
	Iteration 138Q: 3 clusters Score -7819304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -7819305.000000 Penalty: 3608.715088
	Iteration 139Q: 3 clusters Score -7819305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -7819313.000000 Penalty: 3608.715088
	Iteration 140F: 3 clusters Score -7819313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -7819309.000000 Penalty: 3608.715088
	Iteration 141Q: 3 clusters Score -7819309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -7819309.500000 Penalty: 3608.715088
	Iteration 142Q: 3 clusters Score -7819310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -7819312.000000 Penalty: 3608.715088
	Iteration 143Q: 3 clusters Score -7819312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -7819314.000000 Penalty: 3608.715088
	Iteration 144Q: 3 clusters Score -7819314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -7819311.000000 Penalty: 3608.715088
	Iteration 145Q: 3 clusters Score -7819311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -7819313.500000 Penalty: 3608.715088
	Iteration 146Q: 3 clusters Score -7819314 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -7819310.000000 Penalty: 3608.715088
	Iteration 147Q: 3 clusters Score -7819310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7819312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -7819304.500000 Penalty: 3608.715088
	Iteration 149Q: 3 clusters Score -7819304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -7819308.000000 Penalty: 3608.715088
	Iteration 150Q: 3 clusters Score -7819308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -7819308.000000 Penalty: 3608.715088
	Iteration 151Q: 3 clusters Score -7819308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -7819304.000000 Penalty: 3608.715088
	Iteration 152Q: 3 clusters Score -7819304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -7819307.500000 Penalty: 3608.715088
	Iteration 153Q: 3 clusters Score -7819308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -7819310.000000 Penalty: 3608.715088
	Iteration 154Q: 3 clusters Score -7819310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -7819313.000000 Penalty: 3608.715088
	Iteration 155Q: 3 clusters Score -7819313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -7819315.500000 Penalty: 3608.715088
	Iteration 156Q: 3 clusters Score -7819316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -7819319.000000 Penalty: 3608.715088
	Iteration 157Q: 3 clusters Score -7819319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -7819321.500000 Penalty: 3608.715088
	Iteration 158Q: 3 clusters Score -7819322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -7819329.000000 Penalty: 3608.715088
	Iteration 159Q: 3 clusters Score -7819329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -7819335.500000 Penalty: 3608.715088
	Iteration 160F: 3 clusters Score -7819336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -7819331.000000 Penalty: 3608.715088
	Iteration 161Q: 3 clusters Score -7819331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -7819334.500000 Penalty: 3608.715088
	Iteration 162Q: 3 clusters Score -7819334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -7819326.500000 Penalty: 3608.715088
	Iteration 163Q: 3 clusters Score -7819326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -7819328.000000 Penalty: 3608.715088
	Iteration 164Q: 3 clusters Score -7819328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -7819325.000000 Penalty: 3608.715088
	Iteration 165Q: 3 clusters Score -7819325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -7819325.000000 Penalty: 3608.715088
	Iteration 166F: 3 clusters Score -7819325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -40907.570312 Penalty: 975.631653
	Iteration 0F: 2 clusters Score -40907.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39943.082031 Penalty: 1951.263306
	Iteration 0F: 3 clusters Score -39943.08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40131.023438 Penalty: 1951.263306
	Iteration 1F: 3 clusters Score -40131.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40194.078125 Penalty: 1951.263306
	Iteration 2F: 3 clusters Score -40194.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40263.332031 Penalty: 1951.263306
	Iteration 3F: 3 clusters Score -40263.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40310.246094 Penalty: 1951.263306
	Iteration 4F: 3 clusters Score -40310.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40320.449219 Penalty: 1951.263306
	Iteration 5Q: 3 clusters Score -40320.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40329.253906 Penalty: 1951.263306
	Iteration 6Q: 3 clusters Score -40329.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40343.753906 Penalty: 1951.263306
	Iteration 7Q: 3 clusters Score -40343.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40344.367188 Penalty: 1951.263306
	Iteration 8Q: 3 clusters Score -40344.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40344.636719 Penalty: 1951.263306
	Iteration 9Q: 3 clusters Score -40344.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40344.636719 Penalty: 1951.263306
	Iteration 10F: 3 clusters Score -40344.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -213959.625000 Penalty: 1232.194946
	Iteration 0F: 2 clusters Score -213959.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -211936.953125 Penalty: 2464.389893
	Iteration 0F: 3 clusters Score -211937 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -212455.296875 Penalty: 2464.389893
	Iteration 1F: 3 clusters Score -212455.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -212628.078125 Penalty: 2464.389893
	Iteration 2F: 3 clusters Score -212628.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -212748.156250 Penalty: 2464.389893
	Iteration 3F: 3 clusters Score -212748.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -212847.890625 Penalty: 2464.389893
	Iteration 4F: 3 clusters Score -212847.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -212942.421875 Penalty: 2464.389893
	Iteration 5Q: 3 clusters Score -212942.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -213122.187500 Penalty: 2464.389893
	Iteration 6Q: 3 clusters Score -213122.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -213363.000000 Penalty: 2464.389893
	Iteration 7F: 3 clusters Score -213363 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -213502.718750 Penalty: 2464.389893
	Iteration 8F: 3 clusters Score -213502.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -213598.156250 Penalty: 2464.389893
	Iteration 9Q: 3 clusters Score -213598.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -213659.890625 Penalty: 2464.389893
	Iteration 10Q: 3 clusters Score -213659.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -213689.437500 Penalty: 2464.389893
	Iteration 11Q: 3 clusters Score -213689.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -213711.093750 Penalty: 2464.389893
	Iteration 12Q: 3 clusters Score -213711.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -213723.921875 Penalty: 2464.389893
	Iteration 13Q: 3 clusters Score -213723.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -213732.125000 Penalty: 2464.389893
	Iteration 14Q: 3 clusters Score -213732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -213734.265625 Penalty: 2464.389893
	Iteration 15Q: 3 clusters Score -213734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -213734.265625 Penalty: 2464.389893
	Iteration 16F: 3 clusters Score -213734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Entering Unmasked Estep 
Score: -9470341.000000 Penalty: 1836.198486
	Iteration 0F: 2 clusters Score -9470341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -9416864.000000 Penalty: 3672.396973
	Iteration 0F: 3 clusters Score -9416864 nChanged 38573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -9439069.000000 Penalty: 3672.396973
	Iteration 1F: 3 clusters Score -9439069 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -9440051.000000 Penalty: 3672.396973
	Iteration 2Q: 3 clusters Score -9440051 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -9441549.000000 Penalty: 3672.396973
	Iteration 3Q: 3 clusters Score -9441549 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -9444362.000000 Penalty: 3672.396973
	Iteration 4F: 3 clusters Score -9444362 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -9449290.000000 Penalty: 3672.396973
	Iteration 5F: 3 clusters Score -9449290 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -9456098.000000 Penalty: 3672.396973
	Iteration 6F: 3 clusters Score -9456098 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -9462570.000000 Penalty: 3672.396973
	Iteration 7F: 3 clusters Score -9462570 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -9466463.000000 Penalty: 3672.396973
	Iteration 8Q: 3 clusters Score -9466463 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -9467902.000000 Penalty: 3672.396973
	Iteration 9Q: 3 clusters Score -9467902 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -9468305.000000 Penalty: 3672.396973
	Iteration 10Q: 3 clusters Score -9468305 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -9468490.000000 Penalty: 3672.396973
	Iteration 11Q: 3 clusters Score -9468490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
Score: -9468555.000000 Penalty: 3672.396973
	Iteration 12Q: 3 clusters Score -9468555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -9468585.000000 Penalty: 3672.396973
	Iteration 13Q: 3 clusters Score -9468585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 80603 members 
Entering Unmasked Estep 
Score: -9468607.000000 Penalty: 3672.396973
	Iteration 14Q: 3 clusters Score -9468607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -9468614.000000 Penalty: 3672.396973
	Iteration 15Q: 3 clusters Score -9468614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
Score: -9468614.000000 Penalty: 3672.396973
	Iteration 16Q: 3 clusters Score -9468614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -9468637.000000 Penalty: 3672.396973
	Iteration 17Q: 3 clusters Score -9468637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -9468644.000000 Penalty: 3672.396973
	Iteration 18Q: 3 clusters Score -9468644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -9468648.000000 Penalty: 3672.396973
	Iteration 19Q: 3 clusters Score -9468648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -9468658.000000 Penalty: 3672.396973
	Iteration 20F: 3 clusters Score -9468658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80619 members 
Entering Unmasked Estep 
Score: -9468663.000000 Penalty: 3672.396973
	Iteration 21Q: 3 clusters Score -9468663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -9468657.000000 Penalty: 3672.396973
	Iteration 22Q: 3 clusters Score -9468657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -9468660.000000 Penalty: 3672.396973
	Iteration 23Q: 3 clusters Score -9468660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -9468660.000000 Penalty: 3672.396973
	Iteration 24F: 3 clusters Score -9468660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -28344.207031 Penalty: 916.809937
	Iteration 0F: 2 clusters Score -28344.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27539.304688 Penalty: 1833.619873
	Iteration 0F: 3 clusters Score -27539.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27639.164062 Penalty: 1833.619873
	Iteration 1F: 3 clusters Score -27639.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27665.869141 Penalty: 1833.619873
	Iteration 2Q: 3 clusters Score -27665.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27667.416016 Penalty: 1833.619873
	Iteration 3Q: 3 clusters Score -27667.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27667.416016 Penalty: 1833.619873
	Iteration 4F: 3 clusters Score -27667.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Entering Unmasked Estep 
Score: -619428.187500 Penalty: 1397.390503
	Iteration 0F: 2 clusters Score -619428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -615152.437500 Penalty: 2794.781006
	Iteration 0F: 3 clusters Score -615152.4 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -616345.937500 Penalty: 2794.781006
	Iteration 1F: 3 clusters Score -616345.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -616527.125000 Penalty: 2794.781006
	Iteration 2F: 3 clusters Score -616527.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -616663.375000 Penalty: 2794.781006
	Iteration 3F: 3 clusters Score -616663.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -616776.750000 Penalty: 2794.781006
	Iteration 4Q: 3 clusters Score -616776.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -616883.437500 Penalty: 2794.781006
	Iteration 5Q: 3 clusters Score -616883.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -616996.562500 Penalty: 2794.781006
	Iteration 6Q: 3 clusters Score -616996.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -617133.750000 Penalty: 2794.781006
	Iteration 7Q: 3 clusters Score -617133.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -617301.250000 Penalty: 2794.781006
	Iteration 8Q: 3 clusters Score -617301.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -617473.125000 Penalty: 2794.781006
	Iteration 9Q: 3 clusters Score -617473.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -617664.375000 Penalty: 2794.781006
	Iteration 10Q: 3 clusters Score -617664.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -617904.687500 Penalty: 2794.781006
	Iteration 11Q: 3 clusters Score -617904.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -618219.750000 Penalty: 2794.781006
	Iteration 12Q: 3 clusters Score -618219.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -618649.125000 Penalty: 2794.781006
	Iteration 13Q: 3 clusters Score -618649.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -619098.937500 Penalty: 2794.781006
	Iteration 14Q: 3 clusters Score -619098.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -619319.500000 Penalty: 2794.781006
	Iteration 15Q: 3 clusters Score -619319.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -619467.937500 Penalty: 2794.781006
	Iteration 16Q: 3 clusters Score -619467.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -619641.812500 Penalty: 2794.781006
	Iteration 17Q: 3 clusters Score -619641.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -619789.812500 Penalty: 2794.781006
	Iteration 18Q: 3 clusters Score -619789.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -619866.125000 Penalty: 2794.781006
	Iteration 19Q: 3 clusters Score -619866.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -619891.937500 Penalty: 2794.781006
	Iteration 20F: 3 clusters Score -619891.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -619901.500000 Penalty: 2794.781006
	Iteration 21Q: 3 clusters Score -619901.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -619907.062500 Penalty: 2794.781006
	Iteration 22Q: 3 clusters Score -619907.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -619909.562500 Penalty: 2794.781006
	Iteration 23Q: 3 clusters Score -619909.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -619912.062500 Penalty: 2794.781006
	Iteration 24Q: 3 clusters Score -619912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -619913.000000 Penalty: 2794.781006
	Iteration 25Q: 3 clusters Score -619913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -619914.250000 Penalty: 2794.781006
	Iteration 26Q: 3 clusters Score -619914.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -619915.812500 Penalty: 2794.781006
	Iteration 27Q: 3 clusters Score -619915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -619915.875000 Penalty: 2794.781006
	Iteration 28Q: 3 clusters Score -619915.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -619915.875000 Penalty: 2794.781006
	Iteration 29F: 3 clusters Score -619915.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 110626 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 34693 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 5634 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 85441 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 3672 members 
Mstep: Class 11 contains 131713 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62281 members 
Mstep: Class 14 contains 14079 members 
Mstep: Class 15 contains 28995 members 
Mstep: Class 16 contains 66419 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 80796 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 3660 members 
Mstep: Class 22 contains 82026 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 1768 members 
Entering Unmasked Estep 
Score: -86210792.000000 Penalty: 57207.613281
Splitting cluster 21 changes total score from -86211072.000000 to -86210792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (82026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Entering Unmasked Estep 
Score: -9497185.000000 Penalty: 1838.653687
	Iteration 0F: 2 clusters Score -9497185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -9443053.000000 Penalty: 3677.307373
	Iteration 0F: 3 clusters Score -9443053 nChanged 38948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -9465394.000000 Penalty: 3677.307373
	Iteration 1F: 3 clusters Score -9465394 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -9465829.000000 Penalty: 3677.307373
	Iteration 2Q: 3 clusters Score -9465829 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -9466444.000000 Penalty: 3677.307373
	Iteration 3Q: 3 clusters Score -9466444 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -9467156.000000 Penalty: 3677.307373
	Iteration 4Q: 3 clusters Score -9467156 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -9467903.000000 Penalty: 3677.307373
	Iteration 5Q: 3 clusters Score -9467903 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -9468986.000000 Penalty: 3677.307373
	Iteration 6Q: 3 clusters Score -9468986 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -9470547.000000 Penalty: 3677.307373
	Iteration 7Q: 3 clusters Score -9470547 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -9472758.000000 Penalty: 3677.307373
	Iteration 8Q: 3 clusters Score -9472758 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -9476002.000000 Penalty: 3677.307373
	Iteration 9F: 3 clusters Score -9476002 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -9479145.000000 Penalty: 3677.307373
	Iteration 10F: 3 clusters Score -9479145 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -9480867.000000 Penalty: 3677.307373
	Iteration 11Q: 3 clusters Score -9480867 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -9481408.000000 Penalty: 3677.307373
	Iteration 12Q: 3 clusters Score -9481408 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -9481642.000000 Penalty: 3677.307373
	Iteration 13Q: 3 clusters Score -9481642 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -9481718.000000 Penalty: 3677.307373
	Iteration 14Q: 3 clusters Score -9481718 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -9481767.000000 Penalty: 3677.307373
	Iteration 15Q: 3 clusters Score -9481767 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -9481830.000000 Penalty: 3677.307373
	Iteration 16Q: 3 clusters Score -9481830 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -9481869.000000 Penalty: 3677.307373
	Iteration 17Q: 3 clusters Score -9481869 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -9481894.000000 Penalty: 3677.307373
	Iteration 18Q: 3 clusters Score -9481894 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -9481965.000000 Penalty: 3677.307373
	Iteration 19Q: 3 clusters Score -9481965 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -9482003.000000 Penalty: 3677.307373
	Iteration 20F: 3 clusters Score -9482003 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -9482037.000000 Penalty: 3677.307373
	Iteration 21Q: 3 clusters Score -9482037 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -9482083.000000 Penalty: 3677.307373
	Iteration 22Q: 3 clusters Score -9482083 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -9482127.000000 Penalty: 3677.307373
	Iteration 23Q: 3 clusters Score -9482127 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -9482180.000000 Penalty: 3677.307373
	Iteration 24Q: 3 clusters Score -9482180 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -9482223.000000 Penalty: 3677.307373
	Iteration 25Q: 3 clusters Score -9482223 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -9482249.000000 Penalty: 3677.307373
	Iteration 26Q: 3 clusters Score -9482249 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -9482307.000000 Penalty: 3677.307373
	Iteration 27Q: 3 clusters Score -9482307 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -9482325.000000 Penalty: 3677.307373
	Iteration 28Q: 3 clusters Score -9482325 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -9482418.000000 Penalty: 3677.307373
	Iteration 29Q: 3 clusters Score -9482418 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -9482437.000000 Penalty: 3677.307373
	Iteration 30Q: 3 clusters Score -9482437 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -9482516.000000 Penalty: 3677.307373
	Iteration 31Q: 3 clusters Score -9482516 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -9482592.000000 Penalty: 3677.307373
	Iteration 32Q: 3 clusters Score -9482592 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -9482664.000000 Penalty: 3677.307373
	Iteration 33Q: 3 clusters Score -9482664 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -9482781.000000 Penalty: 3677.307373
	Iteration 34Q: 3 clusters Score -9482781 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -9482884.000000 Penalty: 3677.307373
	Iteration 35Q: 3 clusters Score -9482884 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -9483024.000000 Penalty: 3677.307373
	Iteration 36Q: 3 clusters Score -9483024 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -9483130.000000 Penalty: 3677.307373
	Iteration 37Q: 3 clusters Score -9483130 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -9483254.000000 Penalty: 3677.307373
	Iteration 38Q: 3 clusters Score -9483254 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -9483438.000000 Penalty: 3677.307373
	Iteration 39Q: 3 clusters Score -9483438 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -9483623.000000 Penalty: 3677.307373
	Iteration 40F: 3 clusters Score -9483623 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -9483787.000000 Penalty: 3677.307373
	Iteration 41Q: 3 clusters Score -9483787 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -9484057.000000 Penalty: 3677.307373
	Iteration 42Q: 3 clusters Score -9484057 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -9484322.000000 Penalty: 3677.307373
	Iteration 43Q: 3 clusters Score -9484322 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -9484549.000000 Penalty: 3677.307373
	Iteration 44Q: 3 clusters Score -9484549 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -9484808.000000 Penalty: 3677.307373
	Iteration 45Q: 3 clusters Score -9484808 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -9485177.000000 Penalty: 3677.307373
	Iteration 46Q: 3 clusters Score -9485177 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -9485557.000000 Penalty: 3677.307373
	Iteration 47Q: 3 clusters Score -9485557 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -9485977.000000 Penalty: 3677.307373
	Iteration 48Q: 3 clusters Score -9485977 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -9486435.000000 Penalty: 3677.307373
	Iteration 49Q: 3 clusters Score -9486435 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -9486875.000000 Penalty: 3677.307373
	Iteration 50Q: 3 clusters Score -9486875 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -9487398.000000 Penalty: 3677.307373
	Iteration 51Q: 3 clusters Score -9487398 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -9487849.000000 Penalty: 3677.307373
	Iteration 52Q: 3 clusters Score -9487849 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -9488407.000000 Penalty: 3677.307373
	Iteration 53Q: 3 clusters Score -9488407 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -9488879.000000 Penalty: 3677.307373
	Iteration 54Q: 3 clusters Score -9488879 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -9489363.000000 Penalty: 3677.307373
	Iteration 55Q: 3 clusters Score -9489363 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -9489815.000000 Penalty: 3677.307373
	Iteration 56Q: 3 clusters Score -9489815 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -9490360.000000 Penalty: 3677.307373
	Iteration 57Q: 3 clusters Score -9490360 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 70774 members 
Entering Unmasked Estep 
Score: -9490884.000000 Penalty: 3677.307373
	Iteration 58Q: 3 clusters Score -9490884 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -9491461.000000 Penalty: 3677.307373
	Iteration 59Q: 3 clusters Score -9491461 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -9491960.000000 Penalty: 3677.307373
	Iteration 60F: 3 clusters Score -9491960 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -9492399.000000 Penalty: 3677.307373
	Iteration 61Q: 3 clusters Score -9492399 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 75029 members 
Entering Unmasked Estep 
Score: -9492867.000000 Penalty: 3677.307373
	Iteration 62Q: 3 clusters Score -9492867 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -9493241.000000 Penalty: 3677.307373
	Iteration 63Q: 3 clusters Score -9493241 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -9493648.000000 Penalty: 3677.307373
	Iteration 64Q: 3 clusters Score -9493648 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -9493990.000000 Penalty: 3677.307373
	Iteration 65Q: 3 clusters Score -9493990 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -9494270.000000 Penalty: 3677.307373
	Iteration 66Q: 3 clusters Score -9494270 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -9494495.000000 Penalty: 3677.307373
	Iteration 67Q: 3 clusters Score -9494495 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -9494715.000000 Penalty: 3677.307373
	Iteration 68Q: 3 clusters Score -9494715 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -9494926.000000 Penalty: 3677.307373
	Iteration 69Q: 3 clusters Score -9494926 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -9495093.000000 Penalty: 3677.307373
	Iteration 70Q: 3 clusters Score -9495093 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -9495207.000000 Penalty: 3677.307373
	Iteration 71Q: 3 clusters Score -9495207 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
Score: -9495331.000000 Penalty: 3677.307373
	Iteration 72Q: 3 clusters Score -9495331 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -9495436.000000 Penalty: 3677.307373
	Iteration 73Q: 3 clusters Score -9495436 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -9495498.000000 Penalty: 3677.307373
	Iteration 74Q: 3 clusters Score -9495498 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -9495551.000000 Penalty: 3677.307373
	Iteration 75Q: 3 clusters Score -9495551 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -9495554.000000 Penalty: 3677.307373
	Iteration 76Q: 3 clusters Score -9495554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -9495579.000000 Penalty: 3677.307373
	Iteration 77Q: 3 clusters Score -9495579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -9495589.000000 Penalty: 3677.307373
	Iteration 78Q: 3 clusters Score -9495589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -9495618.000000 Penalty: 3677.307373
	Iteration 79Q: 3 clusters Score -9495618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -9495632.000000 Penalty: 3677.307373
	Iteration 80F: 3 clusters Score -9495632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -9495634.000000 Penalty: 3677.307373
	Iteration 81Q: 3 clusters Score -9495634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 81497 members 
Entering Unmasked Estep 
Score: -9495659.000000 Penalty: 3677.307373
	Iteration 82Q: 3 clusters Score -9495659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -9495677.000000 Penalty: 3677.307373
	Iteration 83Q: 3 clusters Score -9495677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -9495683.000000 Penalty: 3677.307373
	Iteration 84Q: 3 clusters Score -9495683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -9495690.000000 Penalty: 3677.307373
	Iteration 85Q: 3 clusters Score -9495690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -9495698.000000 Penalty: 3677.307373
	Iteration 86Q: 3 clusters Score -9495698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -9495703.000000 Penalty: 3677.307373
	Iteration 87Q: 3 clusters Score -9495703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -9495720.000000 Penalty: 3677.307373
	Iteration 88Q: 3 clusters Score -9495720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 81570 members 
Entering Unmasked Estep 
Score: -9495728.000000 Penalty: 3677.307373
	Iteration 89Q: 3 clusters Score -9495728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -9495738.000000 Penalty: 3677.307373
	Iteration 90Q: 3 clusters Score -9495738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -9495740.000000 Penalty: 3677.307373
	Iteration 91Q: 3 clusters Score -9495740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 81584 members 
Entering Unmasked Estep 
Score: -9495745.000000 Penalty: 3677.307373
	Iteration 92Q: 3 clusters Score -9495745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 81588 members 
Entering Unmasked Estep 
Score: -9495747.000000 Penalty: 3677.307373
	Iteration 93Q: 3 clusters Score -9495747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -9495746.000000 Penalty: 3677.307373
	Iteration 94Q: 3 clusters Score -9495746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -9495746.000000 Penalty: 3677.307373
	Iteration 95Q: 3 clusters Score -9495746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -9495742.000000 Penalty: 3677.307373
	Iteration 96Q: 3 clusters Score -9495742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -9495737.000000 Penalty: 3677.307373
	Iteration 97Q: 3 clusters Score -9495737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -9495733.000000 Penalty: 3677.307373
	Iteration 98Q: 3 clusters Score -9495733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -9495737.000000 Penalty: 3677.307373
	Iteration 99Q: 3 clusters Score -9495737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -9495737.000000 Penalty: 3677.307373
	Iteration 100F: 3 clusters Score -9495737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -112276.382812 Penalty: 1119.061401
	Iteration 0F: 2 clusters Score -112276.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -110843.101562 Penalty: 2238.122803
	Iteration 0F: 3 clusters Score -110843.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -111062.875000 Penalty: 2238.122803
	Iteration 1F: 3 clusters Score -111062.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111138.500000 Penalty: 2238.122803
	Iteration 2F: 3 clusters Score -111138.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -111166.289062 Penalty: 2238.122803
	Iteration 3Q: 3 clusters Score -111166.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -111182.750000 Penalty: 2238.122803
	Iteration 4Q: 3 clusters Score -111182.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -111195.765625 Penalty: 2238.122803
	Iteration 5Q: 3 clusters Score -111195.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -111208.570312 Penalty: 2238.122803
	Iteration 6Q: 3 clusters Score -111208.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -111214.765625 Penalty: 2238.122803
	Iteration 7Q: 3 clusters Score -111214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -111221.335938 Penalty: 2238.122803
	Iteration 8Q: 3 clusters Score -111221.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -111226.195312 Penalty: 2238.122803
	Iteration 9Q: 3 clusters Score -111226.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -111232.078125 Penalty: 2238.122803
	Iteration 10Q: 3 clusters Score -111232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -111233.085938 Penalty: 2238.122803
	Iteration 11Q: 3 clusters Score -111233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -111234.335938 Penalty: 2238.122803
	Iteration 12Q: 3 clusters Score -111234.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -111235.250000 Penalty: 2238.122803
	Iteration 13Q: 3 clusters Score -111235.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -111235.250000 Penalty: 2238.122803
	Iteration 14F: 3 clusters Score -111235.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Entering Unmasked Estep 
Score: -1323480.375000 Penalty: 1520.209106
	Iteration 0F: 2 clusters Score -1323480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1315360.000000 Penalty: 3040.418213
	Iteration 0F: 3 clusters Score -1315360 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1318088.875000 Penalty: 3040.418213
	Iteration 1F: 3 clusters Score -1318089 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1318387.625000 Penalty: 3040.418213
	Iteration 2F: 3 clusters Score -1318388 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1318642.750000 Penalty: 3040.418213
	Iteration 3F: 3 clusters Score -1318643 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1318929.625000 Penalty: 3040.418213
	Iteration 4F: 3 clusters Score -1318930 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1319208.000000 Penalty: 3040.418213
	Iteration 5Q: 3 clusters Score -1319208 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1319421.375000 Penalty: 3040.418213
	Iteration 6Q: 3 clusters Score -1319421 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1319581.375000 Penalty: 3040.418213
	Iteration 7Q: 3 clusters Score -1319581 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1319715.250000 Penalty: 3040.418213
	Iteration 8Q: 3 clusters Score -1319715 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1319843.000000 Penalty: 3040.418213
	Iteration 9Q: 3 clusters Score -1319843 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1319956.750000 Penalty: 3040.418213
	Iteration 10Q: 3 clusters Score -1319957 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1320077.375000 Penalty: 3040.418213
	Iteration 11Q: 3 clusters Score -1320077 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1320284.375000 Penalty: 3040.418213
	Iteration 12Q: 3 clusters Score -1320284 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1320580.500000 Penalty: 3040.418213
	Iteration 13Q: 3 clusters Score -1320580 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1320937.750000 Penalty: 3040.418213
	Iteration 14Q: 3 clusters Score -1320938 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1321235.875000 Penalty: 3040.418213
	Iteration 15Q: 3 clusters Score -1321236 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1321417.125000 Penalty: 3040.418213
	Iteration 16Q: 3 clusters Score -1321417 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1321546.500000 Penalty: 3040.418213
	Iteration 17Q: 3 clusters Score -1321546 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1321666.750000 Penalty: 3040.418213
	Iteration 18Q: 3 clusters Score -1321667 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1321788.625000 Penalty: 3040.418213
	Iteration 19Q: 3 clusters Score -1321789 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1321906.125000 Penalty: 3040.418213
	Iteration 20F: 3 clusters Score -1321906 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1321991.125000 Penalty: 3040.418213
	Iteration 21Q: 3 clusters Score -1321991 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1322061.000000 Penalty: 3040.418213
	Iteration 22Q: 3 clusters Score -1322061 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1322103.500000 Penalty: 3040.418213
	Iteration 23Q: 3 clusters Score -1322104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1322129.500000 Penalty: 3040.418213
	Iteration 24Q: 3 clusters Score -1322130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1322146.000000 Penalty: 3040.418213
	Iteration 25Q: 3 clusters Score -1322146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1322154.875000 Penalty: 3040.418213
	Iteration 26Q: 3 clusters Score -1322155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1322165.125000 Penalty: 3040.418213
	Iteration 27Q: 3 clusters Score -1322165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1322173.875000 Penalty: 3040.418213
	Iteration 28Q: 3 clusters Score -1322174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1322184.875000 Penalty: 3040.418213
	Iteration 29Q: 3 clusters Score -1322185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1322203.125000 Penalty: 3040.418213
	Iteration 30Q: 3 clusters Score -1322203 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1322210.375000 Penalty: 3040.418213
	Iteration 31Q: 3 clusters Score -1322210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1322226.250000 Penalty: 3040.418213
	Iteration 32Q: 3 clusters Score -1322226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1322240.875000 Penalty: 3040.418213
	Iteration 33Q: 3 clusters Score -1322241 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1322263.750000 Penalty: 3040.418213
	Iteration 34Q: 3 clusters Score -1322264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1322288.000000 Penalty: 3040.418213
	Iteration 35Q: 3 clusters Score -1322288 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1322313.875000 Penalty: 3040.418213
	Iteration 36Q: 3 clusters Score -1322314 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1322341.000000 Penalty: 3040.418213
	Iteration 37Q: 3 clusters Score -1322341 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1322379.125000 Penalty: 3040.418213
	Iteration 38Q: 3 clusters Score -1322379 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1322417.500000 Penalty: 3040.418213
	Iteration 39Q: 3 clusters Score -1322418 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1322467.750000 Penalty: 3040.418213
	Iteration 40F: 3 clusters Score -1322468 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1322515.125000 Penalty: 3040.418213
	Iteration 41Q: 3 clusters Score -1322515 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1322568.375000 Penalty: 3040.418213
	Iteration 42Q: 3 clusters Score -1322568 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1322634.375000 Penalty: 3040.418213
	Iteration 43Q: 3 clusters Score -1322634 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1322719.125000 Penalty: 3040.418213
	Iteration 44Q: 3 clusters Score -1322719 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1322836.500000 Penalty: 3040.418213
	Iteration 45Q: 3 clusters Score -1322836 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1322997.750000 Penalty: 3040.418213
	Iteration 46Q: 3 clusters Score -1322998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1323142.875000 Penalty: 3040.418213
	Iteration 47Q: 3 clusters Score -1323143 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1323231.750000 Penalty: 3040.418213
	Iteration 48Q: 3 clusters Score -1323232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1323270.875000 Penalty: 3040.418213
	Iteration 49Q: 3 clusters Score -1323271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1323285.125000 Penalty: 3040.418213
	Iteration 50Q: 3 clusters Score -1323285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1323296.375000 Penalty: 3040.418213
	Iteration 51Q: 3 clusters Score -1323296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1323307.625000 Penalty: 3040.418213
	Iteration 52Q: 3 clusters Score -1323308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1323309.875000 Penalty: 3040.418213
	Iteration 53Q: 3 clusters Score -1323310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1323314.125000 Penalty: 3040.418213
	Iteration 54Q: 3 clusters Score -1323314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1323313.875000 Penalty: 3040.418213
	Iteration 55Q: 3 clusters Score -1323314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1323313.125000 Penalty: 3040.418213
	Iteration 56Q: 3 clusters Score -1323313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1323314.875000 Penalty: 3040.418213
	Iteration 57Q: 3 clusters Score -1323315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1323316.125000 Penalty: 3040.418213
	Iteration 58Q: 3 clusters Score -1323316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1323317.000000 Penalty: 3040.418213
	Iteration 59Q: 3 clusters Score -1323317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1323316.625000 Penalty: 3040.418213
	Iteration 60F: 3 clusters Score -1323317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -617152.812500 Penalty: 1408.218262
	Iteration 0F: 2 clusters Score -617152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -612717.375000 Penalty: 2816.436523
	Iteration 0F: 3 clusters Score -612717.4 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -614170.875000 Penalty: 2816.436523
	Iteration 1F: 3 clusters Score -614170.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -614522.062500 Penalty: 2816.436523
	Iteration 2F: 3 clusters Score -614522.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -614817.562500 Penalty: 2816.436523
	Iteration 3F: 3 clusters Score -614817.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -615121.500000 Penalty: 2816.436523
	Iteration 4F: 3 clusters Score -615121.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -615387.687500 Penalty: 2816.436523
	Iteration 5F: 3 clusters Score -615387.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -615609.437500 Penalty: 2816.436523
	Iteration 6F: 3 clusters Score -615609.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -615833.375000 Penalty: 2816.436523
	Iteration 7Q: 3 clusters Score -615833.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -616052.562500 Penalty: 2816.436523
	Iteration 8Q: 3 clusters Score -616052.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -616242.937500 Penalty: 2816.436523
	Iteration 9Q: 3 clusters Score -616242.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -616371.000000 Penalty: 2816.436523
	Iteration 10Q: 3 clusters Score -616371 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -616439.312500 Penalty: 2816.436523
	Iteration 11Q: 3 clusters Score -616439.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -616484.125000 Penalty: 2816.436523
	Iteration 12Q: 3 clusters Score -616484.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -616508.250000 Penalty: 2816.436523
	Iteration 13Q: 3 clusters Score -616508.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -616519.250000 Penalty: 2816.436523
	Iteration 14Q: 3 clusters Score -616519.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -616527.437500 Penalty: 2816.436523
	Iteration 15Q: 3 clusters Score -616527.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -616530.750000 Penalty: 2816.436523
	Iteration 16Q: 3 clusters Score -616530.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -616534.187500 Penalty: 2816.436523
	Iteration 17Q: 3 clusters Score -616534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -616535.562500 Penalty: 2816.436523
	Iteration 18Q: 3 clusters Score -616535.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -616536.500000 Penalty: 2816.436523
	Iteration 19Q: 3 clusters Score -616536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -616538.625000 Penalty: 2816.436523
	Iteration 20F: 3 clusters Score -616538.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -616540.187500 Penalty: 2816.436523
	Iteration 21Q: 3 clusters Score -616540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -616541.312500 Penalty: 2816.436523
	Iteration 22Q: 3 clusters Score -616541.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -616541.500000 Penalty: 2816.436523
	Iteration 23Q: 3 clusters Score -616541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -616540.937500 Penalty: 2816.436523
	Iteration 24Q: 3 clusters Score -616540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -616542.437500 Penalty: 2816.436523
	Iteration 25Q: 3 clusters Score -616542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -616542.687500 Penalty: 2816.436523
	Iteration 26Q: 3 clusters Score -616542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -616543.187500 Penalty: 2816.436523
	Iteration 27Q: 3 clusters Score -616543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -616542.937500 Penalty: 2816.436523
	Iteration 28Q: 3 clusters Score -616542.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -616546.125000 Penalty: 2816.436523
	Iteration 29Q: 3 clusters Score -616546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -616546.812500 Penalty: 2816.436523
	Iteration 30Q: 3 clusters Score -616546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -616546.812500 Penalty: 2816.436523
	Iteration 31F: 3 clusters Score -616546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 110626 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 34693 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 5634 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 85441 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 3672 members 
Mstep: Class 11 contains 131713 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62281 members 
Mstep: Class 14 contains 14079 members 
Mstep: Class 15 contains 28995 members 
Mstep: Class 16 contains 66419 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 80796 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5428 members 
Mstep: Class 22 contains 82026 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11558 members 
Mstep: Class 25 contains 5802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211360.000000 Penalty: 55007.320312
Iteration 319Q: 26 clusters Score -8.621136e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 110495 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 34698 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 5632 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 85127 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 131729 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62230 members 
Mstep: Class 14 contains 14081 members 
Mstep: Class 15 contains 29004 members 
Mstep: Class 16 contains 66909 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 80757 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 82020 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11560 members 
Mstep: Class 25 contains 5804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211704.000000 Penalty: 55007.320312
Iteration 320F: 26 clusters Score -8.62117e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 110397 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 34689 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 5627 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 84795 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 131730 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62177 members 
Mstep: Class 14 contains 14091 members 
Mstep: Class 15 contains 29014 members 
Mstep: Class 16 contains 67389 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 80721 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5425 members 
Mstep: Class 22 contains 82019 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211656.000000 Penalty: 55007.320312
Iteration 321Q: 26 clusters Score -8.621166e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 110278 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 34674 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 84460 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 131761 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62114 members 
Mstep: Class 14 contains 14096 members 
Mstep: Class 15 contains 29017 members 
Mstep: Class 16 contains 67911 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 80678 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 82005 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11561 members 
Mstep: Class 25 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86211776.000000 Penalty: 55007.320312
Iteration 322Q: 26 clusters Score -8.621178e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 110155 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 34663 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 84106 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 131781 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 62050 members 
Mstep: Class 14 contains 14101 members 
Mstep: Class 15 contains 29018 members 
Mstep: Class 16 contains 68441 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 80648 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5416 members 
Mstep: Class 22 contains 82004 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11562 members 
Mstep: Class 25 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212016.000000 Penalty: 55007.320312
Iteration 323Q: 26 clusters Score -8.621202e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 110042 members 
Mstep: Class 3 contains 4104 members 
Mstep: Class 4 contains 34656 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 5609 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 83798 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 131812 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61977 members 
Mstep: Class 14 contains 14112 members 
Mstep: Class 15 contains 29017 members 
Mstep: Class 16 contains 68930 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 80607 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5410 members 
Mstep: Class 22 contains 81997 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11562 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212208.000000 Penalty: 55007.320312
Iteration 324Q: 26 clusters Score -8.621221e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 109923 members 
Mstep: Class 3 contains 4105 members 
Mstep: Class 4 contains 34645 members 
Mstep: Class 5 contains 3577 members 
Mstep: Class 6 contains 5609 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 83477 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 3669 members 
Mstep: Class 11 contains 131865 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61894 members 
Mstep: Class 14 contains 14123 members 
Mstep: Class 15 contains 29014 members 
Mstep: Class 16 contains 69439 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 80573 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 22 contains 81968 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11564 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212184.000000 Penalty: 55007.320312
Iteration 325Q: 26 clusters Score -8.621218e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 109772 members 
Mstep: Class 3 contains 4106 members 
Mstep: Class 4 contains 34647 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 5605 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 83128 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 10 contains 3668 members 
Mstep: Class 11 contains 131905 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61814 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 29016 members 
Mstep: Class 16 contains 70005 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 80533 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 81941 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212464.000000 Penalty: 55007.320312
Iteration 326Q: 26 clusters Score -8.621246e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 109606 members 
Mstep: Class 3 contains 4108 members 
Mstep: Class 4 contains 34643 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 82759 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 3665 members 
Mstep: Class 11 contains 131928 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61734 members 
Mstep: Class 14 contains 14138 members 
Mstep: Class 15 contains 29015 members 
Mstep: Class 16 contains 70624 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 80480 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5402 members 
Mstep: Class 22 contains 81929 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11570 members 
Mstep: Class 25 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212760.000000 Penalty: 55007.320312
Iteration 327Q: 26 clusters Score -8.621276e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 109385 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 34639 members 
Mstep: Class 5 contains 3580 members 
Mstep: Class 6 contains 5599 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 82394 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 3662 members 
Mstep: Class 11 contains 131968 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61668 members 
Mstep: Class 14 contains 14151 members 
Mstep: Class 15 contains 29015 members 
Mstep: Class 16 contains 71227 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 80453 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 81922 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11569 members 
Mstep: Class 25 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86212896.000000 Penalty: 55007.320312
Iteration 328Q: 26 clusters Score -8.62129e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 109143 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 34625 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5594 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 82022 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 3663 members 
Mstep: Class 11 contains 132013 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61598 members 
Mstep: Class 14 contains 14164 members 
Mstep: Class 15 contains 29016 members 
Mstep: Class 16 contains 71883 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 80427 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 81909 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11569 members 
Mstep: Class 25 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213168.000000 Penalty: 55007.320312
Iteration 329Q: 26 clusters Score -8.621317e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 108878 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 34630 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 5588 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 81635 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 3660 members 
Mstep: Class 11 contains 132040 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61509 members 
Mstep: Class 14 contains 14176 members 
Mstep: Class 15 contains 29018 members 
Mstep: Class 16 contains 72620 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 80397 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5387 members 
Mstep: Class 22 contains 81886 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11569 members 
Mstep: Class 25 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213480.000000 Penalty: 55007.320312
Iteration 330Q: 26 clusters Score -8.621348e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 108598 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 34641 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 5584 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 81187 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 132044 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61395 members 
Mstep: Class 14 contains 14192 members 
Mstep: Class 15 contains 29021 members 
Mstep: Class 16 contains 73491 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 80356 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5382 members 
Mstep: Class 22 contains 81846 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11571 members 
Mstep: Class 25 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86213776.000000 Penalty: 55007.320312
Iteration 331Q: 26 clusters Score -8.621378e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 108352 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 34661 members 
Mstep: Class 5 contains 3595 members 
Mstep: Class 6 contains 5579 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 80704 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 132011 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61270 members 
Mstep: Class 14 contains 14205 members 
Mstep: Class 15 contains 29028 members 
Mstep: Class 16 contains 74424 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 80314 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5372 members 
Mstep: Class 22 contains 81807 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11564 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214224.000000 Penalty: 55007.320312
Iteration 332Q: 26 clusters Score -8.621422e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 108042 members 
Mstep: Class 3 contains 4110 members 
Mstep: Class 4 contains 34669 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 5585 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 80127 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 3656 members 
Mstep: Class 11 contains 132001 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61152 members 
Mstep: Class 14 contains 14223 members 
Mstep: Class 15 contains 29035 members 
Mstep: Class 16 contains 75458 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 80290 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5364 members 
Mstep: Class 22 contains 81741 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11564 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86214400.000000 Penalty: 55007.320312
Iteration 333Q: 26 clusters Score -8.62144e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 107795 members 
Mstep: Class 3 contains 4111 members 
Mstep: Class 4 contains 34673 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 5583 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 79530 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 3654 members 
Mstep: Class 11 contains 131964 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 61013 members 
Mstep: Class 14 contains 14231 members 
Mstep: Class 15 contains 29043 members 
Mstep: Class 16 contains 76540 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 80244 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 81667 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215128.000000 Penalty: 55007.320312
Iteration 334Q: 26 clusters Score -8.621513e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 107593 members 
Mstep: Class 3 contains 4117 members 
Mstep: Class 4 contains 34665 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 78963 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 3652 members 
Mstep: Class 11 contains 131907 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 60866 members 
Mstep: Class 14 contains 14239 members 
Mstep: Class 15 contains 29049 members 
Mstep: Class 16 contains 77615 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 80182 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5352 members 
Mstep: Class 22 contains 81587 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11569 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215568.000000 Penalty: 55007.320312
Iteration 335Q: 26 clusters Score -8.621557e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 107404 members 
Mstep: Class 3 contains 4117 members 
Mstep: Class 4 contains 34646 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 5586 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 78372 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 131794 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 60704 members 
Mstep: Class 14 contains 14244 members 
Mstep: Class 15 contains 29056 members 
Mstep: Class 16 contains 78762 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 80137 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5350 members 
Mstep: Class 22 contains 81484 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11566 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86215976.000000 Penalty: 55007.320312
Iteration 336Q: 26 clusters Score -8.621598e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 107236 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 34629 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 77790 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 3648 members 
Mstep: Class 11 contains 131657 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 60526 members 
Mstep: Class 14 contains 14243 members 
Mstep: Class 15 contains 29068 members 
Mstep: Class 16 contains 79916 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 80116 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5344 members 
Mstep: Class 22 contains 81396 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11566 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216336.000000 Penalty: 55007.320312
Iteration 337Q: 26 clusters Score -8.621634e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 107065 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 34606 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 5581 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 77234 members 
Mstep: Class 9 contains 2447 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 131537 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 60351 members 
Mstep: Class 14 contains 14248 members 
Mstep: Class 15 contains 29072 members 
Mstep: Class 16 contains 81036 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 80123 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5342 members 
Mstep: Class 22 contains 81306 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11566 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86216784.000000 Penalty: 55007.320312
Iteration 338Q: 26 clusters Score -8.621678e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 106895 members 
Mstep: Class 3 contains 4117 members 
Mstep: Class 4 contains 34585 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 5582 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 76658 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 131476 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 60183 members 
Mstep: Class 14 contains 14252 members 
Mstep: Class 15 contains 29076 members 
Mstep: Class 16 contains 82105 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 80129 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5343 members 
Mstep: Class 22 contains 81212 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11562 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217112.000000 Penalty: 55007.320312
Iteration 339Q: 26 clusters Score -8.621711e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 106763 members 
Mstep: Class 3 contains 4118 members 
Mstep: Class 4 contains 34561 members 
Mstep: Class 5 contains 3640 members 
Mstep: Class 6 contains 5584 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 76071 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 131403 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 60034 members 
Mstep: Class 14 contains 14252 members 
Mstep: Class 15 contains 29078 members 
Mstep: Class 16 contains 83141 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 1972 members 
Mstep: Class 19 contains 80141 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5338 members 
Mstep: Class 22 contains 81125 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11554 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217160.000000 Penalty: 55007.320312
Iteration 340F: 26 clusters Score -8.621716e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 106622 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 34526 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 75450 members 
Mstep: Class 9 contains 2451 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 131344 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 59909 members 
Mstep: Class 14 contains 14251 members 
Mstep: Class 15 contains 29082 members 
Mstep: Class 16 contains 84127 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 80168 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5337 members 
Mstep: Class 22 contains 81071 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11550 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217128.000000 Penalty: 55007.320312
Iteration 341Q: 26 clusters Score -8.621713e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 106482 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 34490 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 74903 members 
Mstep: Class 9 contains 2453 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 131271 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 59801 members 
Mstep: Class 14 contains 14253 members 
Mstep: Class 15 contains 29091 members 
Mstep: Class 16 contains 85049 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 80202 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 80993 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11548 members 
Mstep: Class 25 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217160.000000 Penalty: 55007.320312
Iteration 342Q: 26 clusters Score -8.621716e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 106328 members 
Mstep: Class 3 contains 4120 members 
Mstep: Class 4 contains 34461 members 
Mstep: Class 5 contains 3640 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 74412 members 
Mstep: Class 9 contains 2455 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 131206 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 59703 members 
Mstep: Class 14 contains 14249 members 
Mstep: Class 15 contains 29100 members 
Mstep: Class 16 contains 85869 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 80244 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 80938 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11547 members 
Mstep: Class 25 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217360.000000 Penalty: 55007.320312
Iteration 343Q: 26 clusters Score -8.621736e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 106158 members 
Mstep: Class 3 contains 4120 members 
Mstep: Class 4 contains 34445 members 
Mstep: Class 5 contains 3640 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 73982 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 131151 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 59608 members 
Mstep: Class 14 contains 14240 members 
Mstep: Class 15 contains 29109 members 
Mstep: Class 16 contains 86615 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 80292 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5323 members 
Mstep: Class 22 contains 80897 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11543 members 
Mstep: Class 25 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217456.000000 Penalty: 55007.320312
Iteration 344Q: 26 clusters Score -8.621746e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 105946 members 
Mstep: Class 3 contains 4120 members 
Mstep: Class 4 contains 34430 members 
Mstep: Class 5 contains 3632 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 73635 members 
Mstep: Class 9 contains 2457 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 131093 members 
Mstep: Class 12 contains 195 members 
Mstep: Class 13 contains 59542 members 
Mstep: Class 14 contains 14230 members 
Mstep: Class 15 contains 29115 members 
Mstep: Class 16 contains 87332 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 80342 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5320 members 
Mstep: Class 22 contains 80848 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11541 members 
Mstep: Class 25 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217544.000000 Penalty: 55007.320312
Iteration 345Q: 26 clusters Score -8.621754e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 105702 members 
Mstep: Class 3 contains 4120 members 
Mstep: Class 4 contains 34417 members 
Mstep: Class 5 contains 3632 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 73322 members 
Mstep: Class 9 contains 2457 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 131073 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59475 members 
Mstep: Class 14 contains 14223 members 
Mstep: Class 15 contains 29117 members 
Mstep: Class 16 contains 88033 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1978 members 
Mstep: Class 19 contains 80379 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 80780 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11540 members 
Mstep: Class 25 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217776.000000 Penalty: 55007.320312
Iteration 346Q: 26 clusters Score -8.621778e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 105400 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 34385 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 73061 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 131037 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59435 members 
Mstep: Class 14 contains 14223 members 
Mstep: Class 15 contains 29118 members 
Mstep: Class 16 contains 88728 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 80426 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 80718 members 
Mstep: Class 23 contains 978 members 
Mstep: Class 24 contains 11538 members 
Mstep: Class 25 contains 5814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217784.000000 Penalty: 55007.320312
Iteration 347Q: 26 clusters Score -8.621778e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 105066 members 
Mstep: Class 3 contains 4118 members 
Mstep: Class 4 contains 34359 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 72857 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 130995 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59412 members 
Mstep: Class 14 contains 14218 members 
Mstep: Class 15 contains 29122 members 
Mstep: Class 16 contains 89360 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 80476 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5311 members 
Mstep: Class 22 contains 80665 members 
Mstep: Class 23 contains 977 members 
Mstep: Class 24 contains 11535 members 
Mstep: Class 25 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217832.000000 Penalty: 55007.320312
Iteration 348Q: 26 clusters Score -8.621783e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 104711 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 34331 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 72697 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 130959 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59394 members 
Mstep: Class 14 contains 14211 members 
Mstep: Class 15 contains 29122 members 
Mstep: Class 16 contains 89935 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 80522 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 5311 members 
Mstep: Class 22 contains 80643 members 
Mstep: Class 23 contains 977 members 
Mstep: Class 24 contains 11535 members 
Mstep: Class 25 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217808.000000 Penalty: 55007.320312
Iteration 349Q: 26 clusters Score -8.621781e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 104317 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 34311 members 
Mstep: Class 5 contains 3636 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 72589 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 130910 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59395 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 29128 members 
Mstep: Class 16 contains 90529 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 80532 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 80608 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11532 members 
Mstep: Class 25 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217904.000000 Penalty: 55007.320312
Iteration 350Q: 26 clusters Score -8.62179e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 103864 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 34267 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 72563 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 130883 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59407 members 
Mstep: Class 14 contains 14197 members 
Mstep: Class 15 contains 29129 members 
Mstep: Class 16 contains 91085 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 80541 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5314 members 
Mstep: Class 22 contains 80587 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11530 members 
Mstep: Class 25 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217888.000000 Penalty: 55007.320312
Iteration 351Q: 26 clusters Score -8.621789e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 103403 members 
Mstep: Class 3 contains 4122 members 
Mstep: Class 4 contains 34252 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 72577 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 130874 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59408 members 
Mstep: Class 14 contains 14200 members 
Mstep: Class 15 contains 29125 members 
Mstep: Class 16 contains 91569 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 80544 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 80558 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11531 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217928.000000 Penalty: 55007.320312
Iteration 352Q: 26 clusters Score -8.621793e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 102892 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 34233 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 5532 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 72689 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 130854 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59410 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 29118 members 
Mstep: Class 16 contains 92007 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 80548 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5311 members 
Mstep: Class 22 contains 80540 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11531 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217832.000000 Penalty: 55007.320312
Iteration 353Q: 26 clusters Score -8.621783e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 102346 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 34217 members 
Mstep: Class 5 contains 3644 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 72884 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 130876 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59414 members 
Mstep: Class 14 contains 14204 members 
Mstep: Class 15 contains 29115 members 
Mstep: Class 16 contains 92353 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 80551 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5310 members 
Mstep: Class 22 contains 80526 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11528 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86217936.000000 Penalty: 55007.320312
Iteration 354Q: 26 clusters Score -8.621794e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 101760 members 
Mstep: Class 3 contains 4120 members 
Mstep: Class 4 contains 34210 members 
Mstep: Class 5 contains 3648 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 73110 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 130873 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59415 members 
Mstep: Class 14 contains 14207 members 
Mstep: Class 15 contains 29114 members 
Mstep: Class 16 contains 92701 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 80565 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5303 members 
Mstep: Class 22 contains 80515 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11530 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218064.000000 Penalty: 55007.320312
Iteration 355Q: 26 clusters Score -8.621806e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 101165 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 34220 members 
Mstep: Class 5 contains 3647 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 73436 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 3642 members 
Mstep: Class 11 contains 130862 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59428 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 29113 members 
Mstep: Class 16 contains 92934 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 80607 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5301 members 
Mstep: Class 22 contains 80486 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11531 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218152.000000 Penalty: 55007.320312
Iteration 356Q: 26 clusters Score -8.621815e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 100474 members 
Mstep: Class 3 contains 4124 members 
Mstep: Class 4 contains 34233 members 
Mstep: Class 5 contains 3658 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 73816 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 130849 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59450 members 
Mstep: Class 14 contains 14201 members 
Mstep: Class 15 contains 29110 members 
Mstep: Class 16 contains 93195 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 80672 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5292 members 
Mstep: Class 22 contains 80440 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11532 members 
Mstep: Class 25 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218168.000000 Penalty: 55007.320312
Iteration 357Q: 26 clusters Score -8.621817e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 99714 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 34243 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 5554 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 74267 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 130838 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59458 members 
Mstep: Class 14 contains 14210 members 
Mstep: Class 15 contains 29108 members 
Mstep: Class 16 contains 93416 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 80782 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5276 members 
Mstep: Class 22 contains 80396 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11536 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218248.000000 Penalty: 55007.320312
Iteration 358Q: 26 clusters Score -8.621825e+07 nChanged 1962
Entering ConstructFrom: 
Score: -86218248.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (16864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Entering Unmasked Estep 
Score: -1958104.000000 Penalty: 1581.602295
	Iteration 0F: 2 clusters Score -1958104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1946485.125000 Penalty: 3163.204590
	Iteration 0F: 3 clusters Score -1946485 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1950644.250000 Penalty: 3163.204590
	Iteration 1F: 3 clusters Score -1950644 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1951043.250000 Penalty: 3163.204590
	Iteration 2F: 3 clusters Score -1951043 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1951510.125000 Penalty: 3163.204590
	Iteration 3F: 3 clusters Score -1951510 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1952108.875000 Penalty: 3163.204590
	Iteration 4F: 3 clusters Score -1952109 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1952812.500000 Penalty: 3163.204590
	Iteration 5F: 3 clusters Score -1952812 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1953538.000000 Penalty: 3163.204590
	Iteration 6F: 3 clusters Score -1953538 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1954151.625000 Penalty: 3163.204590
	Iteration 7F: 3 clusters Score -1954152 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1954673.875000 Penalty: 3163.204590
	Iteration 8Q: 3 clusters Score -1954674 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1955029.000000 Penalty: 3163.204590
	Iteration 9Q: 3 clusters Score -1955029 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1955239.625000 Penalty: 3163.204590
	Iteration 10Q: 3 clusters Score -1955240 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1955356.250000 Penalty: 3163.204590
	Iteration 11Q: 3 clusters Score -1955356 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1955459.125000 Penalty: 3163.204590
	Iteration 12Q: 3 clusters Score -1955459 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1955557.875000 Penalty: 3163.204590
	Iteration 13Q: 3 clusters Score -1955558 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1955632.500000 Penalty: 3163.204590
	Iteration 14Q: 3 clusters Score -1955632 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1955738.375000 Penalty: 3163.204590
	Iteration 15Q: 3 clusters Score -1955738 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1955828.750000 Penalty: 3163.204590
	Iteration 16Q: 3 clusters Score -1955829 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1955931.750000 Penalty: 3163.204590
	Iteration 17Q: 3 clusters Score -1955932 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1956034.375000 Penalty: 3163.204590
	Iteration 18Q: 3 clusters Score -1956034 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1956163.500000 Penalty: 3163.204590
	Iteration 19Q: 3 clusters Score -1956164 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1956278.875000 Penalty: 3163.204590
	Iteration 20F: 3 clusters Score -1956279 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1956376.875000 Penalty: 3163.204590
	Iteration 21Q: 3 clusters Score -1956377 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1956456.000000 Penalty: 3163.204590
	Iteration 22Q: 3 clusters Score -1956456 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1956514.125000 Penalty: 3163.204590
	Iteration 23Q: 3 clusters Score -1956514 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1956563.625000 Penalty: 3163.204590
	Iteration 24Q: 3 clusters Score -1956564 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1956602.000000 Penalty: 3163.204590
	Iteration 25Q: 3 clusters Score -1956602 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1956627.875000 Penalty: 3163.204590
	Iteration 26Q: 3 clusters Score -1956628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1956644.000000 Penalty: 3163.204590
	Iteration 27Q: 3 clusters Score -1956644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1956663.625000 Penalty: 3163.204590
	Iteration 28Q: 3 clusters Score -1956664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1956671.000000 Penalty: 3163.204590
	Iteration 29Q: 3 clusters Score -1956671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1956681.125000 Penalty: 3163.204590
	Iteration 30Q: 3 clusters Score -1956681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1956685.375000 Penalty: 3163.204590
	Iteration 31Q: 3 clusters Score -1956685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1956686.250000 Penalty: 3163.204590
	Iteration 32Q: 3 clusters Score -1956686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1956690.125000 Penalty: 3163.204590
	Iteration 33Q: 3 clusters Score -1956690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1956690.750000 Penalty: 3163.204590
	Iteration 34Q: 3 clusters Score -1956691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1956699.125000 Penalty: 3163.204590
	Iteration 35Q: 3 clusters Score -1956699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1956699.875000 Penalty: 3163.204590
	Iteration 36Q: 3 clusters Score -1956700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1956696.875000 Penalty: 3163.204590
	Iteration 37Q: 3 clusters Score -1956697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1956702.500000 Penalty: 3163.204590
	Iteration 38Q: 3 clusters Score -1956702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1956706.500000 Penalty: 3163.204590
	Iteration 39Q: 3 clusters Score -1956706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1956707.875000 Penalty: 3163.204590
	Iteration 40F: 3 clusters Score -1956708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1956703.875000 Penalty: 3163.204590
	Iteration 41Q: 3 clusters Score -1956704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1956706.500000 Penalty: 3163.204590
	Iteration 42Q: 3 clusters Score -1956706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1956702.500000 Penalty: 3163.204590
	Iteration 43Q: 3 clusters Score -1956702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1956703.375000 Penalty: 3163.204590
	Iteration 44Q: 3 clusters Score -1956703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1956707.625000 Penalty: 3163.204590
	Iteration 45Q: 3 clusters Score -1956708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1956705.875000 Penalty: 3163.204590
	Iteration 46Q: 3 clusters Score -1956706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1956703.875000 Penalty: 3163.204590
	Iteration 47Q: 3 clusters Score -1956704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1956705.375000 Penalty: 3163.204590
	Iteration 48Q: 3 clusters Score -1956705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1956704.000000 Penalty: 3163.204590
	Iteration 49Q: 3 clusters Score -1956704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1956705.250000 Penalty: 3163.204590
	Iteration 50Q: 3 clusters Score -1956705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1956705.250000 Penalty: 3163.204590
	Iteration 51F: 3 clusters Score -1956705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (98954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98954 members 
Entering Unmasked Estep 
Score: -11602050.000000 Penalty: 1869.141602
	Iteration 0F: 2 clusters Score -1.160205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -11537987.000000 Penalty: 3738.283203
	Iteration 0F: 3 clusters Score -1.153799e+07 nChanged 47336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -11565970.000000 Penalty: 3738.283203
	Iteration 1F: 3 clusters Score -1.156597e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -11567592.000000 Penalty: 3738.283203
	Iteration 2Q: 3 clusters Score -1.156759e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -11570057.000000 Penalty: 3738.283203
	Iteration 3F: 3 clusters Score -1.157006e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -11574062.000000 Penalty: 3738.283203
	Iteration 4F: 3 clusters Score -1.157406e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -11579611.000000 Penalty: 3738.283203
	Iteration 5F: 3 clusters Score -1.157961e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81228 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -11585861.000000 Penalty: 3738.283203
	Iteration 6F: 3 clusters Score -1.158586e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87981 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -11591697.000000 Penalty: 3738.283203
	Iteration 7F: 3 clusters Score -1.15917e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -11596002.000000 Penalty: 3738.283203
	Iteration 8F: 3 clusters Score -1.1596e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -11598470.000000 Penalty: 3738.283203
	Iteration 9Q: 3 clusters Score -1.159847e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97543 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11599588.000000 Penalty: 3738.283203
	Iteration 10Q: 3 clusters Score -1.159959e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11600036.000000 Penalty: 3738.283203
	Iteration 11Q: 3 clusters Score -1.160004e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11600221.000000 Penalty: 3738.283203
	Iteration 12Q: 3 clusters Score -1.160022e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98564 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11600312.000000 Penalty: 3738.283203
	Iteration 13Q: 3 clusters Score -1.160031e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98602 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11600363.000000 Penalty: 3738.283203
	Iteration 14Q: 3 clusters Score -1.160036e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98627 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11600375.000000 Penalty: 3738.283203
	Iteration 15Q: 3 clusters Score -1.160038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98642 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11600407.000000 Penalty: 3738.283203
	Iteration 16Q: 3 clusters Score -1.160041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98655 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11600421.000000 Penalty: 3738.283203
	Iteration 17Q: 3 clusters Score -1.160042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11600428.000000 Penalty: 3738.283203
	Iteration 18Q: 3 clusters Score -1.160043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11600451.000000 Penalty: 3738.283203
	Iteration 19Q: 3 clusters Score -1.160045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11600450.000000 Penalty: 3738.283203
	Iteration 20F: 3 clusters Score -1.160045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11600471.000000 Penalty: 3738.283203
	Iteration 21Q: 3 clusters Score -1.160047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11600466.000000 Penalty: 3738.283203
	Iteration 22Q: 3 clusters Score -1.160047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11600468.000000 Penalty: 3738.283203
	Iteration 23Q: 3 clusters Score -1.160047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11600472.000000 Penalty: 3738.283203
	Iteration 24Q: 3 clusters Score -1.160047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11600472.000000 Penalty: 3738.283203
	Iteration 25F: 3 clusters Score -1.160047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Entering Unmasked Estep 
Score: -481160.687500 Penalty: 1352.862183
	Iteration 0F: 2 clusters Score -481160.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -477761.031250 Penalty: 2705.724365
	Iteration 0F: 3 clusters Score -477761 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -478588.593750 Penalty: 2705.724365
	Iteration 1F: 3 clusters Score -478588.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -478697.875000 Penalty: 2705.724365
	Iteration 2F: 3 clusters Score -478697.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -478788.906250 Penalty: 2705.724365
	Iteration 3Q: 3 clusters Score -478788.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -478867.562500 Penalty: 2705.724365
	Iteration 4Q: 3 clusters Score -478867.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -478935.906250 Penalty: 2705.724365
	Iteration 5Q: 3 clusters Score -478935.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -479006.093750 Penalty: 2705.724365
	Iteration 6Q: 3 clusters Score -479006.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -479080.531250 Penalty: 2705.724365
	Iteration 7Q: 3 clusters Score -479080.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -479155.250000 Penalty: 2705.724365
	Iteration 8Q: 3 clusters Score -479155.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -479221.968750 Penalty: 2705.724365
	Iteration 9Q: 3 clusters Score -479222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -479305.906250 Penalty: 2705.724365
	Iteration 10Q: 3 clusters Score -479305.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -479385.750000 Penalty: 2705.724365
	Iteration 11Q: 3 clusters Score -479385.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -479446.812500 Penalty: 2705.724365
	Iteration 12Q: 3 clusters Score -479446.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -479523.656250 Penalty: 2705.724365
	Iteration 13Q: 3 clusters Score -479523.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -479600.031250 Penalty: 2705.724365
	Iteration 14Q: 3 clusters Score -479600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -479671.500000 Penalty: 2705.724365
	Iteration 15Q: 3 clusters Score -479671.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -479741.500000 Penalty: 2705.724365
	Iteration 16Q: 3 clusters Score -479741.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -479790.125000 Penalty: 2705.724365
	Iteration 17Q: 3 clusters Score -479790.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -479828.968750 Penalty: 2705.724365
	Iteration 18Q: 3 clusters Score -479829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -479868.781250 Penalty: 2705.724365
	Iteration 19Q: 3 clusters Score -479868.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -479902.593750 Penalty: 2705.724365
	Iteration 20F: 3 clusters Score -479902.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -479933.093750 Penalty: 2705.724365
	Iteration 21Q: 3 clusters Score -479933.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -479961.000000 Penalty: 2705.724365
	Iteration 22Q: 3 clusters Score -479961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -479988.031250 Penalty: 2705.724365
	Iteration 23Q: 3 clusters Score -479988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -480013.187500 Penalty: 2705.724365
	Iteration 24Q: 3 clusters Score -480013.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -480025.812500 Penalty: 2705.724365
	Iteration 25Q: 3 clusters Score -480025.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -480035.406250 Penalty: 2705.724365
	Iteration 26Q: 3 clusters Score -480035.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -480037.875000 Penalty: 2705.724365
	Iteration 27Q: 3 clusters Score -480037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -480039.093750 Penalty: 2705.724365
	Iteration 28Q: 3 clusters Score -480039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -480041.375000 Penalty: 2705.724365
	Iteration 29Q: 3 clusters Score -480041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -480042.468750 Penalty: 2705.724365
	Iteration 30Q: 3 clusters Score -480042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -480043.750000 Penalty: 2705.724365
	Iteration 31Q: 3 clusters Score -480043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -480043.750000 Penalty: 2705.724365
	Iteration 32F: 3 clusters Score -480043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Entering Unmasked Estep 
Score: -3974012.750000 Penalty: 1696.648804
	Iteration 0F: 2 clusters Score -3974013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3950969.250000 Penalty: 3393.297607
	Iteration 0F: 3 clusters Score -3950969 nChanged 15907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3959761.250000 Penalty: 3393.297607
	Iteration 1F: 3 clusters Score -3959761 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3960180.250000 Penalty: 3393.297607
	Iteration 2Q: 3 clusters Score -3960180 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3960558.000000 Penalty: 3393.297607
	Iteration 3Q: 3 clusters Score -3960558 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3961009.000000 Penalty: 3393.297607
	Iteration 4Q: 3 clusters Score -3961009 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3961510.500000 Penalty: 3393.297607
	Iteration 5Q: 3 clusters Score -3961510 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3962225.000000 Penalty: 3393.297607
	Iteration 6Q: 3 clusters Score -3962225 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3963295.250000 Penalty: 3393.297607
	Iteration 7F: 3 clusters Score -3963295 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3964810.750000 Penalty: 3393.297607
	Iteration 8F: 3 clusters Score -3964811 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3966693.500000 Penalty: 3393.297607
	Iteration 9F: 3 clusters Score -3966694 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -3968823.250000 Penalty: 3393.297607
	Iteration 10F: 3 clusters Score -3968823 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -3970571.500000 Penalty: 3393.297607
	Iteration 11F: 3 clusters Score -3970572 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -3971637.500000 Penalty: 3393.297607
	Iteration 12Q: 3 clusters Score -3971638 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -3972129.250000 Penalty: 3393.297607
	Iteration 13Q: 3 clusters Score -3972129 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -3972328.750000 Penalty: 3393.297607
	Iteration 14Q: 3 clusters Score -3972329 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -3972430.500000 Penalty: 3393.297607
	Iteration 15Q: 3 clusters Score -3972430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -3972476.500000 Penalty: 3393.297607
	Iteration 16Q: 3 clusters Score -3972476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -3972484.750000 Penalty: 3393.297607
	Iteration 17Q: 3 clusters Score -3972485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -3972492.000000 Penalty: 3393.297607
	Iteration 18Q: 3 clusters Score -3972492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -3972493.750000 Penalty: 3393.297607
	Iteration 19Q: 3 clusters Score -3972494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -3972497.000000 Penalty: 3393.297607
	Iteration 20F: 3 clusters Score -3972497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -3972500.750000 Penalty: 3393.297607
	Iteration 21Q: 3 clusters Score -3972501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -3972502.750000 Penalty: 3393.297607
	Iteration 22Q: 3 clusters Score -3972503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -3972508.000000 Penalty: 3393.297607
	Iteration 23Q: 3 clusters Score -3972508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -3972516.250000 Penalty: 3393.297607
	Iteration 24Q: 3 clusters Score -3972516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -3972518.500000 Penalty: 3393.297607
	Iteration 25Q: 3 clusters Score -3972518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -3972521.250000 Penalty: 3393.297607
	Iteration 26Q: 3 clusters Score -3972521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -3972521.250000 Penalty: 3393.297607
	Iteration 27F: 3 clusters Score -3972521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Entering Unmasked Estep 
Score: -433038.468750 Penalty: 1334.762573
	Iteration 0F: 2 clusters Score -433038.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -429859.843750 Penalty: 2669.525146
	Iteration 0F: 3 clusters Score -429859.8 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -430679.281250 Penalty: 2669.525146
	Iteration 1F: 3 clusters Score -430679.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -430823.875000 Penalty: 2669.525146
	Iteration 2F: 3 clusters Score -430823.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -430914.843750 Penalty: 2669.525146
	Iteration 3Q: 3 clusters Score -430914.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -430984.031250 Penalty: 2669.525146
	Iteration 4Q: 3 clusters Score -430984 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -431040.500000 Penalty: 2669.525146
	Iteration 5Q: 3 clusters Score -431040.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -431092.812500 Penalty: 2669.525146
	Iteration 6Q: 3 clusters Score -431092.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -431147.812500 Penalty: 2669.525146
	Iteration 7Q: 3 clusters Score -431147.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -431204.500000 Penalty: 2669.525146
	Iteration 8Q: 3 clusters Score -431204.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -431263.468750 Penalty: 2669.525146
	Iteration 9Q: 3 clusters Score -431263.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -431335.968750 Penalty: 2669.525146
	Iteration 10Q: 3 clusters Score -431336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -431398.812500 Penalty: 2669.525146
	Iteration 11Q: 3 clusters Score -431398.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -431450.093750 Penalty: 2669.525146
	Iteration 12Q: 3 clusters Score -431450.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -431496.750000 Penalty: 2669.525146
	Iteration 13Q: 3 clusters Score -431496.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -431545.562500 Penalty: 2669.525146
	Iteration 14Q: 3 clusters Score -431545.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -431587.406250 Penalty: 2669.525146
	Iteration 15Q: 3 clusters Score -431587.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -431623.500000 Penalty: 2669.525146
	Iteration 16Q: 3 clusters Score -431623.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -431654.062500 Penalty: 2669.525146
	Iteration 17Q: 3 clusters Score -431654.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -431676.812500 Penalty: 2669.525146
	Iteration 18Q: 3 clusters Score -431676.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -431692.781250 Penalty: 2669.525146
	Iteration 19Q: 3 clusters Score -431692.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -431707.781250 Penalty: 2669.525146
	Iteration 20F: 3 clusters Score -431707.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -431723.687500 Penalty: 2669.525146
	Iteration 21Q: 3 clusters Score -431723.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -431739.937500 Penalty: 2669.525146
	Iteration 22Q: 3 clusters Score -431739.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -431756.343750 Penalty: 2669.525146
	Iteration 23Q: 3 clusters Score -431756.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -431771.625000 Penalty: 2669.525146
	Iteration 24Q: 3 clusters Score -431771.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -431785.250000 Penalty: 2669.525146
	Iteration 25Q: 3 clusters Score -431785.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -431799.718750 Penalty: 2669.525146
	Iteration 26Q: 3 clusters Score -431799.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -431814.875000 Penalty: 2669.525146
	Iteration 27Q: 3 clusters Score -431814.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -431835.062500 Penalty: 2669.525146
	Iteration 28Q: 3 clusters Score -431835.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -431854.281250 Penalty: 2669.525146
	Iteration 29Q: 3 clusters Score -431854.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -431867.500000 Penalty: 2669.525146
	Iteration 30Q: 3 clusters Score -431867.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -431874.406250 Penalty: 2669.525146
	Iteration 31Q: 3 clusters Score -431874.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -431878.187500 Penalty: 2669.525146
	Iteration 32Q: 3 clusters Score -431878.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -431882.937500 Penalty: 2669.525146
	Iteration 33Q: 3 clusters Score -431882.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -431888.656250 Penalty: 2669.525146
	Iteration 34Q: 3 clusters Score -431888.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -431892.343750 Penalty: 2669.525146
	Iteration 35Q: 3 clusters Score -431892.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -431896.718750 Penalty: 2669.525146
	Iteration 36Q: 3 clusters Score -431896.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -431899.187500 Penalty: 2669.525146
	Iteration 37Q: 3 clusters Score -431899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -431901.187500 Penalty: 2669.525146
	Iteration 38Q: 3 clusters Score -431901.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -431906.125000 Penalty: 2669.525146
	Iteration 39Q: 3 clusters Score -431906.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -431911.187500 Penalty: 2669.525146
	Iteration 40F: 3 clusters Score -431911.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -431915.843750 Penalty: 2669.525146
	Iteration 41Q: 3 clusters Score -431915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -431919.312500 Penalty: 2669.525146
	Iteration 42Q: 3 clusters Score -431919.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -431922.093750 Penalty: 2669.525146
	Iteration 43Q: 3 clusters Score -431922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -431923.625000 Penalty: 2669.525146
	Iteration 44Q: 3 clusters Score -431923.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -431925.625000 Penalty: 2669.525146
	Iteration 45Q: 3 clusters Score -431925.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -431927.187500 Penalty: 2669.525146
	Iteration 46Q: 3 clusters Score -431927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -431928.875000 Penalty: 2669.525146
	Iteration 47Q: 3 clusters Score -431928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -431929.562500 Penalty: 2669.525146
	Iteration 48Q: 3 clusters Score -431929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -431929.687500 Penalty: 2669.525146
	Iteration 49Q: 3 clusters Score -431929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -431930.031250 Penalty: 2669.525146
	Iteration 50Q: 3 clusters Score -431930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -431930.906250 Penalty: 2669.525146
	Iteration 51Q: 3 clusters Score -431930.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -431930.906250 Penalty: 2669.525146
	Iteration 52F: 3 clusters Score -431930.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Entering Unmasked Estep 
Score: -606330.687500 Penalty: 1401.031738
	Iteration 0F: 2 clusters Score -606330.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -602013.875000 Penalty: 2802.063477
	Iteration 0F: 3 clusters Score -602013.9 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -603468.750000 Penalty: 2802.063477
	Iteration 1F: 3 clusters Score -603468.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -603876.437500 Penalty: 2802.063477
	Iteration 2F: 3 clusters Score -603876.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -604187.312500 Penalty: 2802.063477
	Iteration 3F: 3 clusters Score -604187.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -604430.312500 Penalty: 2802.063477
	Iteration 4F: 3 clusters Score -604430.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -604606.312500 Penalty: 2802.063477
	Iteration 5F: 3 clusters Score -604606.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -604774.000000 Penalty: 2802.063477
	Iteration 6Q: 3 clusters Score -604774 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -604899.625000 Penalty: 2802.063477
	Iteration 7Q: 3 clusters Score -604899.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -605015.312500 Penalty: 2802.063477
	Iteration 8Q: 3 clusters Score -605015.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -605140.062500 Penalty: 2802.063477
	Iteration 9Q: 3 clusters Score -605140.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -605234.250000 Penalty: 2802.063477
	Iteration 10Q: 3 clusters Score -605234.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -605309.687500 Penalty: 2802.063477
	Iteration 11Q: 3 clusters Score -605309.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -605359.812500 Penalty: 2802.063477
	Iteration 12Q: 3 clusters Score -605359.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -605393.125000 Penalty: 2802.063477
	Iteration 13Q: 3 clusters Score -605393.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -605428.187500 Penalty: 2802.063477
	Iteration 14Q: 3 clusters Score -605428.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -605465.125000 Penalty: 2802.063477
	Iteration 15Q: 3 clusters Score -605465.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -605500.437500 Penalty: 2802.063477
	Iteration 16Q: 3 clusters Score -605500.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -605524.687500 Penalty: 2802.063477
	Iteration 17Q: 3 clusters Score -605524.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -605541.187500 Penalty: 2802.063477
	Iteration 18Q: 3 clusters Score -605541.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -605555.812500 Penalty: 2802.063477
	Iteration 19Q: 3 clusters Score -605555.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -605575.687500 Penalty: 2802.063477
	Iteration 20F: 3 clusters Score -605575.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -605600.187500 Penalty: 2802.063477
	Iteration 21Q: 3 clusters Score -605600.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -605613.312500 Penalty: 2802.063477
	Iteration 22Q: 3 clusters Score -605613.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -605625.562500 Penalty: 2802.063477
	Iteration 23Q: 3 clusters Score -605625.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -605638.500000 Penalty: 2802.063477
	Iteration 24Q: 3 clusters Score -605638.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -605648.125000 Penalty: 2802.063477
	Iteration 25Q: 3 clusters Score -605648.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -605654.500000 Penalty: 2802.063477
	Iteration 26Q: 3 clusters Score -605654.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -605663.562500 Penalty: 2802.063477
	Iteration 27Q: 3 clusters Score -605663.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -605672.250000 Penalty: 2802.063477
	Iteration 28Q: 3 clusters Score -605672.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -605680.187500 Penalty: 2802.063477
	Iteration 29Q: 3 clusters Score -605680.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -605692.500000 Penalty: 2802.063477
	Iteration 30Q: 3 clusters Score -605692.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -605701.187500 Penalty: 2802.063477
	Iteration 31Q: 3 clusters Score -605701.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -605710.562500 Penalty: 2802.063477
	Iteration 32Q: 3 clusters Score -605710.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -605719.062500 Penalty: 2802.063477
	Iteration 33Q: 3 clusters Score -605719.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -605726.437500 Penalty: 2802.063477
	Iteration 34Q: 3 clusters Score -605726.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -605730.875000 Penalty: 2802.063477
	Iteration 35Q: 3 clusters Score -605730.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -605740.250000 Penalty: 2802.063477
	Iteration 36Q: 3 clusters Score -605740.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -605747.312500 Penalty: 2802.063477
	Iteration 37Q: 3 clusters Score -605747.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -605752.125000 Penalty: 2802.063477
	Iteration 38Q: 3 clusters Score -605752.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -605756.500000 Penalty: 2802.063477
	Iteration 39Q: 3 clusters Score -605756.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -605761.062500 Penalty: 2802.063477
	Iteration 40F: 3 clusters Score -605761.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -605770.437500 Penalty: 2802.063477
	Iteration 41Q: 3 clusters Score -605770.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -605773.937500 Penalty: 2802.063477
	Iteration 42Q: 3 clusters Score -605773.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -605776.187500 Penalty: 2802.063477
	Iteration 43Q: 3 clusters Score -605776.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -605778.437500 Penalty: 2802.063477
	Iteration 44Q: 3 clusters Score -605778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -605780.875000 Penalty: 2802.063477
	Iteration 45Q: 3 clusters Score -605780.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -605784.562500 Penalty: 2802.063477
	Iteration 46Q: 3 clusters Score -605784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -605785.625000 Penalty: 2802.063477
	Iteration 47Q: 3 clusters Score -605785.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -605790.250000 Penalty: 2802.063477
	Iteration 48Q: 3 clusters Score -605790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -605793.250000 Penalty: 2802.063477
	Iteration 49Q: 3 clusters Score -605793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -605794.062500 Penalty: 2802.063477
	Iteration 50Q: 3 clusters Score -605794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -605796.500000 Penalty: 2802.063477
	Iteration 51Q: 3 clusters Score -605796.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -605796.062500 Penalty: 2802.063477
	Iteration 52Q: 3 clusters Score -605796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -605796.062500 Penalty: 2802.063477
	Iteration 53F: 3 clusters Score -605796.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -13958.792969 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -13958.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13296.591797 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -13296.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13379.508789 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -13379.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13389.932617 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -13389.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13389.932617 Penalty: 1649.431519
	Iteration 3F: 3 clusters Score -13389.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Entering Unmasked Estep 
Score: -8734843.000000 Penalty: 1823.479126
	Iteration 0F: 2 clusters Score -8734843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -8685286.000000 Penalty: 3646.958252
	Iteration 0F: 3 clusters Score -8685286 nChanged 35350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -8707030.000000 Penalty: 3646.958252
	Iteration 1F: 3 clusters Score -8707030 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -8709088.000000 Penalty: 3646.958252
	Iteration 2F: 3 clusters Score -8709088 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -8712158.000000 Penalty: 3646.958252
	Iteration 3F: 3 clusters Score -8712158 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -8716346.000000 Penalty: 3646.958252
	Iteration 4F: 3 clusters Score -8716346 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -8721391.000000 Penalty: 3646.958252
	Iteration 5F: 3 clusters Score -8721391 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -8726219.000000 Penalty: 3646.958252
	Iteration 6F: 3 clusters Score -8726219 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -8728817.000000 Penalty: 3646.958252
	Iteration 7F: 3 clusters Score -8728817 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -8729723.000000 Penalty: 3646.958252
	Iteration 8Q: 3 clusters Score -8729723 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -8730212.000000 Penalty: 3646.958252
	Iteration 9Q: 3 clusters Score -8730212 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -8730549.000000 Penalty: 3646.958252
	Iteration 10Q: 3 clusters Score -8730549 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -8730782.000000 Penalty: 3646.958252
	Iteration 11Q: 3 clusters Score -8730782 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -8730939.000000 Penalty: 3646.958252
	Iteration 12Q: 3 clusters Score -8730939 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -8731062.000000 Penalty: 3646.958252
	Iteration 13Q: 3 clusters Score -8731062 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -8731152.000000 Penalty: 3646.958252
	Iteration 14Q: 3 clusters Score -8731152 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -8731237.000000 Penalty: 3646.958252
	Iteration 15Q: 3 clusters Score -8731237 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -8731274.000000 Penalty: 3646.958252
	Iteration 16Q: 3 clusters Score -8731274 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -8731362.000000 Penalty: 3646.958252
	Iteration 17Q: 3 clusters Score -8731362 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -8731405.000000 Penalty: 3646.958252
	Iteration 18Q: 3 clusters Score -8731405 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -8731444.000000 Penalty: 3646.958252
	Iteration 19Q: 3 clusters Score -8731444 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -8731522.000000 Penalty: 3646.958252
	Iteration 20F: 3 clusters Score -8731522 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -8731567.000000 Penalty: 3646.958252
	Iteration 21Q: 3 clusters Score -8731567 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -8731660.000000 Penalty: 3646.958252
	Iteration 22Q: 3 clusters Score -8731660 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -8731735.000000 Penalty: 3646.958252
	Iteration 23Q: 3 clusters Score -8731735 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -8731782.000000 Penalty: 3646.958252
	Iteration 24Q: 3 clusters Score -8731782 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -8731829.000000 Penalty: 3646.958252
	Iteration 25Q: 3 clusters Score -8731829 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -8731838.000000 Penalty: 3646.958252
	Iteration 26Q: 3 clusters Score -8731838 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -8731889.000000 Penalty: 3646.958252
	Iteration 27Q: 3 clusters Score -8731889 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -8731887.000000 Penalty: 3646.958252
	Iteration 28Q: 3 clusters Score -8731887 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -8731929.000000 Penalty: 3646.958252
	Iteration 29Q: 3 clusters Score -8731929 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -8731965.000000 Penalty: 3646.958252
	Iteration 30Q: 3 clusters Score -8731965 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -8732006.000000 Penalty: 3646.958252
	Iteration 31Q: 3 clusters Score -8732006 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -8732064.000000 Penalty: 3646.958252
	Iteration 32Q: 3 clusters Score -8732064 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -8732087.000000 Penalty: 3646.958252
	Iteration 33Q: 3 clusters Score -8732087 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -8732163.000000 Penalty: 3646.958252
	Iteration 34Q: 3 clusters Score -8732163 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -8732182.000000 Penalty: 3646.958252
	Iteration 35Q: 3 clusters Score -8732182 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -8732229.000000 Penalty: 3646.958252
	Iteration 36Q: 3 clusters Score -8732229 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -8732297.000000 Penalty: 3646.958252
	Iteration 37Q: 3 clusters Score -8732297 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -8732338.000000 Penalty: 3646.958252
	Iteration 38Q: 3 clusters Score -8732338 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -8732386.000000 Penalty: 3646.958252
	Iteration 39Q: 3 clusters Score -8732386 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -8732429.000000 Penalty: 3646.958252
	Iteration 40F: 3 clusters Score -8732429 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -8732440.000000 Penalty: 3646.958252
	Iteration 41Q: 3 clusters Score -8732440 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -8732522.000000 Penalty: 3646.958252
	Iteration 42Q: 3 clusters Score -8732522 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -8732551.000000 Penalty: 3646.958252
	Iteration 43Q: 3 clusters Score -8732551 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -8732568.000000 Penalty: 3646.958252
	Iteration 44Q: 3 clusters Score -8732568 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -8732601.000000 Penalty: 3646.958252
	Iteration 45Q: 3 clusters Score -8732601 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -8732647.000000 Penalty: 3646.958252
	Iteration 46Q: 3 clusters Score -8732647 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -8732690.000000 Penalty: 3646.958252
	Iteration 47Q: 3 clusters Score -8732690 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -8732747.000000 Penalty: 3646.958252
	Iteration 48Q: 3 clusters Score -8732747 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -8732811.000000 Penalty: 3646.958252
	Iteration 49Q: 3 clusters Score -8732811 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -8732841.000000 Penalty: 3646.958252
	Iteration 50Q: 3 clusters Score -8732841 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -8732905.000000 Penalty: 3646.958252
	Iteration 51Q: 3 clusters Score -8732905 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -8732939.000000 Penalty: 3646.958252
	Iteration 52Q: 3 clusters Score -8732939 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -8732981.000000 Penalty: 3646.958252
	Iteration 53Q: 3 clusters Score -8732981 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -8732992.000000 Penalty: 3646.958252
	Iteration 54Q: 3 clusters Score -8732992 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -8733042.000000 Penalty: 3646.958252
	Iteration 55Q: 3 clusters Score -8733042 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -8733067.000000 Penalty: 3646.958252
	Iteration 56Q: 3 clusters Score -8733067 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -8733100.000000 Penalty: 3646.958252
	Iteration 57Q: 3 clusters Score -8733100 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -8733167.000000 Penalty: 3646.958252
	Iteration 58Q: 3 clusters Score -8733167 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -8733204.000000 Penalty: 3646.958252
	Iteration 59Q: 3 clusters Score -8733204 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -8733231.000000 Penalty: 3646.958252
	Iteration 60F: 3 clusters Score -8733231 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -8733248.000000 Penalty: 3646.958252
	Iteration 61Q: 3 clusters Score -8733248 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -8733275.000000 Penalty: 3646.958252
	Iteration 62Q: 3 clusters Score -8733275 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -8733294.000000 Penalty: 3646.958252
	Iteration 63Q: 3 clusters Score -8733294 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -8733331.000000 Penalty: 3646.958252
	Iteration 64Q: 3 clusters Score -8733331 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70041 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -8733395.000000 Penalty: 3646.958252
	Iteration 65Q: 3 clusters Score -8733395 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -8733439.000000 Penalty: 3646.958252
	Iteration 66Q: 3 clusters Score -8733439 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70325 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -8733480.000000 Penalty: 3646.958252
	Iteration 67Q: 3 clusters Score -8733480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -8733527.000000 Penalty: 3646.958252
	Iteration 68Q: 3 clusters Score -8733527 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8733557.000000 Penalty: 3646.958252
	Iteration 69Q: 3 clusters Score -8733557 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8733560.000000 Penalty: 3646.958252
	Iteration 70Q: 3 clusters Score -8733560 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70857 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -8733568.000000 Penalty: 3646.958252
	Iteration 71Q: 3 clusters Score -8733568 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -8733575.000000 Penalty: 3646.958252
	Iteration 72Q: 3 clusters Score -8733575 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71049 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -8733585.000000 Penalty: 3646.958252
	Iteration 73Q: 3 clusters Score -8733585 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -8733615.000000 Penalty: 3646.958252
	Iteration 74Q: 3 clusters Score -8733615 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8733617.000000 Penalty: 3646.958252
	Iteration 75Q: 3 clusters Score -8733617 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71301 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -8733627.000000 Penalty: 3646.958252
	Iteration 76Q: 3 clusters Score -8733627 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8733630.000000 Penalty: 3646.958252
	Iteration 77Q: 3 clusters Score -8733630 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -8733645.000000 Penalty: 3646.958252
	Iteration 78Q: 3 clusters Score -8733645 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -8733670.000000 Penalty: 3646.958252
	Iteration 79Q: 3 clusters Score -8733670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8733675.000000 Penalty: 3646.958252
	Iteration 80F: 3 clusters Score -8733675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8733687.000000 Penalty: 3646.958252
	Iteration 81Q: 3 clusters Score -8733687 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8733688.000000 Penalty: 3646.958252
	Iteration 82Q: 3 clusters Score -8733688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8733712.000000 Penalty: 3646.958252
	Iteration 83Q: 3 clusters Score -8733712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -8733720.000000 Penalty: 3646.958252
	Iteration 84Q: 3 clusters Score -8733720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8733713.000000 Penalty: 3646.958252
	Iteration 85Q: 3 clusters Score -8733713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71924 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -8733711.000000 Penalty: 3646.958252
	Iteration 86Q: 3 clusters Score -8733711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8733730.000000 Penalty: 3646.958252
	Iteration 87Q: 3 clusters Score -8733730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8733738.000000 Penalty: 3646.958252
	Iteration 88Q: 3 clusters Score -8733738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8733731.000000 Penalty: 3646.958252
	Iteration 89Q: 3 clusters Score -8733731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8733726.000000 Penalty: 3646.958252
	Iteration 90Q: 3 clusters Score -8733726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72109 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -8733726.000000 Penalty: 3646.958252
	Iteration 91Q: 3 clusters Score -8733726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8733727.000000 Penalty: 3646.958252
	Iteration 92Q: 3 clusters Score -8733727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72151 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8733722.000000 Penalty: 3646.958252
	Iteration 93Q: 3 clusters Score -8733722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -8733716.000000 Penalty: 3646.958252
	Iteration 94Q: 3 clusters Score -8733716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72183 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8733734.000000 Penalty: 3646.958252
	Iteration 95Q: 3 clusters Score -8733734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8733730.000000 Penalty: 3646.958252
	Iteration 96Q: 3 clusters Score -8733730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8733728.000000 Penalty: 3646.958252
	Iteration 97Q: 3 clusters Score -8733728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8733753.000000 Penalty: 3646.958252
	Iteration 98Q: 3 clusters Score -8733753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72307 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8733763.000000 Penalty: 3646.958252
	Iteration 99Q: 3 clusters Score -8733763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8733747.000000 Penalty: 3646.958252
	Iteration 100F: 3 clusters Score -8733747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8733741.000000 Penalty: 3646.958252
	Iteration 101Q: 3 clusters Score -8733741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8733748.000000 Penalty: 3646.958252
	Iteration 102Q: 3 clusters Score -8733748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8733743.000000 Penalty: 3646.958252
	Iteration 103Q: 3 clusters Score -8733743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72381 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8733739.000000 Penalty: 3646.958252
	Iteration 104Q: 3 clusters Score -8733739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8733751.000000 Penalty: 3646.958252
	Iteration 105Q: 3 clusters Score -8733751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8733748.000000 Penalty: 3646.958252
	Iteration 106Q: 3 clusters Score -8733748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8733743.000000 Penalty: 3646.958252
	Iteration 107Q: 3 clusters Score -8733743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8733732.000000 Penalty: 3646.958252
	Iteration 108Q: 3 clusters Score -8733732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8733732.000000 Penalty: 3646.958252
	Iteration 109Q: 3 clusters Score -8733732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8733736.000000 Penalty: 3646.958252
	Iteration 110Q: 3 clusters Score -8733736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8733745.000000 Penalty: 3646.958252
	Iteration 111Q: 3 clusters Score -8733745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72467 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8733739.000000 Penalty: 3646.958252
	Iteration 112Q: 3 clusters Score -8733739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8733732.000000 Penalty: 3646.958252
	Iteration 113Q: 3 clusters Score -8733732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8733722.000000 Penalty: 3646.958252
	Iteration 114Q: 3 clusters Score -8733722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8733731.000000 Penalty: 3646.958252
	Iteration 115Q: 3 clusters Score -8733731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8733728.000000 Penalty: 3646.958252
	Iteration 116Q: 3 clusters Score -8733728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72522 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8733726.000000 Penalty: 3646.958252
	Iteration 117Q: 3 clusters Score -8733726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72531 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8733736.000000 Penalty: 3646.958252
	Iteration 118Q: 3 clusters Score -8733736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8733735.000000 Penalty: 3646.958252
	Iteration 119Q: 3 clusters Score -8733735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8733731.000000 Penalty: 3646.958252
	Iteration 120F: 3 clusters Score -8733731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8733729.000000 Penalty: 3646.958252
	Iteration 121Q: 3 clusters Score -8733729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72561 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8733729.000000 Penalty: 3646.958252
	Iteration 122Q: 3 clusters Score -8733729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8733732.000000 Penalty: 3646.958252
	Iteration 123Q: 3 clusters Score -8733732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8733733.000000 Penalty: 3646.958252
	Iteration 124Q: 3 clusters Score -8733733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8733733.000000 Penalty: 3646.958252
	Iteration 125Q: 3 clusters Score -8733733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8733734.000000 Penalty: 3646.958252
	Iteration 126Q: 3 clusters Score -8733734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8733744.000000 Penalty: 3646.958252
	Iteration 127Q: 3 clusters Score -8733744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8733744.000000 Penalty: 3646.958252
	Iteration 128Q: 3 clusters Score -8733744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8733740.000000 Penalty: 3646.958252
	Iteration 129Q: 3 clusters Score -8733740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8733728.000000 Penalty: 3646.958252
	Iteration 130Q: 3 clusters Score -8733728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8733730.000000 Penalty: 3646.958252
	Iteration 131Q: 3 clusters Score -8733730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8733724.000000 Penalty: 3646.958252
	Iteration 132Q: 3 clusters Score -8733724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72638 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8733728.000000 Penalty: 3646.958252
	Iteration 133Q: 3 clusters Score -8733728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8733731.000000 Penalty: 3646.958252
	Iteration 134Q: 3 clusters Score -8733731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8733731.000000 Penalty: 3646.958252
	Iteration 135Q: 3 clusters Score -8733731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8733731.000000 Penalty: 3646.958252
	Iteration 136F: 3 clusters Score -8733731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -275426.781250 Penalty: 1268.786499
	Iteration 0F: 2 clusters Score -275426.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -273084.812500 Penalty: 2537.572998
	Iteration 0F: 3 clusters Score -273084.8 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -273605.843750 Penalty: 2537.572998
	Iteration 1F: 3 clusters Score -273605.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -273726.625000 Penalty: 2537.572998
	Iteration 2F: 3 clusters Score -273726.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -273789.062500 Penalty: 2537.572998
	Iteration 3Q: 3 clusters Score -273789.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -273836.968750 Penalty: 2537.572998
	Iteration 4Q: 3 clusters Score -273837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -273880.281250 Penalty: 2537.572998
	Iteration 5Q: 3 clusters Score -273880.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -273917.843750 Penalty: 2537.572998
	Iteration 6Q: 3 clusters Score -273917.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -273945.281250 Penalty: 2537.572998
	Iteration 7Q: 3 clusters Score -273945.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -273971.656250 Penalty: 2537.572998
	Iteration 8Q: 3 clusters Score -273971.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -273993.250000 Penalty: 2537.572998
	Iteration 9Q: 3 clusters Score -273993.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -274011.375000 Penalty: 2537.572998
	Iteration 10Q: 3 clusters Score -274011.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -274023.343750 Penalty: 2537.572998
	Iteration 11Q: 3 clusters Score -274023.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -274031.906250 Penalty: 2537.572998
	Iteration 12Q: 3 clusters Score -274031.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274042.000000 Penalty: 2537.572998
	Iteration 13Q: 3 clusters Score -274042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -274051.500000 Penalty: 2537.572998
	Iteration 14Q: 3 clusters Score -274051.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -274059.062500 Penalty: 2537.572998
	Iteration 15Q: 3 clusters Score -274059.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274061.687500 Penalty: 2537.572998
	Iteration 16Q: 3 clusters Score -274061.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -274063.375000 Penalty: 2537.572998
	Iteration 17Q: 3 clusters Score -274063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -274064.281250 Penalty: 2537.572998
	Iteration 18Q: 3 clusters Score -274064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -274064.875000 Penalty: 2537.572998
	Iteration 19Q: 3 clusters Score -274064.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -274065.875000 Penalty: 2537.572998
	Iteration 20F: 3 clusters Score -274065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -274065.593750 Penalty: 2537.572998
	Iteration 21Q: 3 clusters Score -274065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -274065.593750 Penalty: 2537.572998
	Iteration 22F: 3 clusters Score -274065.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -421487.718750 Penalty: 1332.591431
	Iteration 0F: 2 clusters Score -421487.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -418347.062500 Penalty: 2665.182861
	Iteration 0F: 3 clusters Score -418347.1 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -419180.531250 Penalty: 2665.182861
	Iteration 1F: 3 clusters Score -419180.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -419340.500000 Penalty: 2665.182861
	Iteration 2F: 3 clusters Score -419340.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -419463.468750 Penalty: 2665.182861
	Iteration 3Q: 3 clusters Score -419463.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -419577.343750 Penalty: 2665.182861
	Iteration 4Q: 3 clusters Score -419577.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -419667.062500 Penalty: 2665.182861
	Iteration 5Q: 3 clusters Score -419667.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -419727.812500 Penalty: 2665.182861
	Iteration 6Q: 3 clusters Score -419727.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -419776.500000 Penalty: 2665.182861
	Iteration 7Q: 3 clusters Score -419776.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -419825.562500 Penalty: 2665.182861
	Iteration 8Q: 3 clusters Score -419825.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -419861.218750 Penalty: 2665.182861
	Iteration 9Q: 3 clusters Score -419861.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -419904.093750 Penalty: 2665.182861
	Iteration 10Q: 3 clusters Score -419904.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -419934.375000 Penalty: 2665.182861
	Iteration 11Q: 3 clusters Score -419934.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -419956.687500 Penalty: 2665.182861
	Iteration 12Q: 3 clusters Score -419956.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -419972.531250 Penalty: 2665.182861
	Iteration 13Q: 3 clusters Score -419972.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -419987.218750 Penalty: 2665.182861
	Iteration 14Q: 3 clusters Score -419987.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -420002.500000 Penalty: 2665.182861
	Iteration 15Q: 3 clusters Score -420002.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -420019.500000 Penalty: 2665.182861
	Iteration 16Q: 3 clusters Score -420019.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -420032.281250 Penalty: 2665.182861
	Iteration 17Q: 3 clusters Score -420032.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -420042.312500 Penalty: 2665.182861
	Iteration 18Q: 3 clusters Score -420042.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -420054.593750 Penalty: 2665.182861
	Iteration 19Q: 3 clusters Score -420054.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -420067.718750 Penalty: 2665.182861
	Iteration 20F: 3 clusters Score -420067.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -420079.656250 Penalty: 2665.182861
	Iteration 21Q: 3 clusters Score -420079.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -420092.062500 Penalty: 2665.182861
	Iteration 22Q: 3 clusters Score -420092.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -420104.375000 Penalty: 2665.182861
	Iteration 23Q: 3 clusters Score -420104.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -420118.593750 Penalty: 2665.182861
	Iteration 24Q: 3 clusters Score -420118.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -420132.218750 Penalty: 2665.182861
	Iteration 25Q: 3 clusters Score -420132.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -420146.531250 Penalty: 2665.182861
	Iteration 26Q: 3 clusters Score -420146.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -420162.312500 Penalty: 2665.182861
	Iteration 27Q: 3 clusters Score -420162.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -420184.437500 Penalty: 2665.182861
	Iteration 28Q: 3 clusters Score -420184.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -420207.281250 Penalty: 2665.182861
	Iteration 29Q: 3 clusters Score -420207.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -420237.875000 Penalty: 2665.182861
	Iteration 30Q: 3 clusters Score -420237.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -420266.281250 Penalty: 2665.182861
	Iteration 31Q: 3 clusters Score -420266.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -420297.187500 Penalty: 2665.182861
	Iteration 32Q: 3 clusters Score -420297.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -420330.781250 Penalty: 2665.182861
	Iteration 33Q: 3 clusters Score -420330.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -420373.500000 Penalty: 2665.182861
	Iteration 34Q: 3 clusters Score -420373.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -420409.687500 Penalty: 2665.182861
	Iteration 35Q: 3 clusters Score -420409.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -420442.406250 Penalty: 2665.182861
	Iteration 36Q: 3 clusters Score -420442.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -420476.531250 Penalty: 2665.182861
	Iteration 37Q: 3 clusters Score -420476.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -420508.187500 Penalty: 2665.182861
	Iteration 38Q: 3 clusters Score -420508.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -420525.531250 Penalty: 2665.182861
	Iteration 39Q: 3 clusters Score -420525.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -420536.093750 Penalty: 2665.182861
	Iteration 40F: 3 clusters Score -420536.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -420544.531250 Penalty: 2665.182861
	Iteration 41Q: 3 clusters Score -420544.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -420554.937500 Penalty: 2665.182861
	Iteration 42Q: 3 clusters Score -420554.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -420566.718750 Penalty: 2665.182861
	Iteration 43Q: 3 clusters Score -420566.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -420577.906250 Penalty: 2665.182861
	Iteration 44Q: 3 clusters Score -420577.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -420587.750000 Penalty: 2665.182861
	Iteration 45Q: 3 clusters Score -420587.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -420597.750000 Penalty: 2665.182861
	Iteration 46Q: 3 clusters Score -420597.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -420605.187500 Penalty: 2665.182861
	Iteration 47Q: 3 clusters Score -420605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -420607.375000 Penalty: 2665.182861
	Iteration 48Q: 3 clusters Score -420607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -420609.968750 Penalty: 2665.182861
	Iteration 49Q: 3 clusters Score -420610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -420611.406250 Penalty: 2665.182861
	Iteration 50Q: 3 clusters Score -420611.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -420611.406250 Penalty: 2665.182861
	Iteration 51F: 3 clusters Score -420611.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (130826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130826 members 
Entering Unmasked Estep 
Score: -15046889.000000 Penalty: 1914.513916
	Iteration 0F: 2 clusters Score -1.504689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -14964238.000000 Penalty: 3829.027832
	Iteration 0F: 3 clusters Score -1.496424e+07 nChanged 62713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -15001151.000000 Penalty: 3829.027832
	Iteration 1F: 3 clusters Score -1.500115e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 69786 members 
Entering Unmasked Estep 
Score: -15002158.000000 Penalty: 3829.027832
	Iteration 2Q: 3 clusters Score -1.500216e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -15003758.000000 Penalty: 3829.027832
	Iteration 3Q: 3 clusters Score -1.500376e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -15006063.000000 Penalty: 3829.027832
	Iteration 4Q: 3 clusters Score -1.500606e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -15009441.000000 Penalty: 3829.027832
	Iteration 5F: 3 clusters Score -1.500944e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -15014221.000000 Penalty: 3829.027832
	Iteration 6F: 3 clusters Score -1.501422e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -15020310.000000 Penalty: 3829.027832
	Iteration 7F: 3 clusters Score -1.502031e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 105618 members 
Entering Unmasked Estep 
Score: -15027083.000000 Penalty: 3829.027832
	Iteration 8F: 3 clusters Score -1.502708e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 113191 members 
Entering Unmasked Estep 
Score: -15033126.000000 Penalty: 3829.027832
	Iteration 9F: 3 clusters Score -1.503313e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 119174 members 
Entering Unmasked Estep 
Score: -15038080.000000 Penalty: 3829.027832
	Iteration 10Q: 3 clusters Score -1.503808e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 123270 members 
Entering Unmasked Estep 
Score: -15041500.000000 Penalty: 3829.027832
	Iteration 11Q: 3 clusters Score -1.50415e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 125610 members 
Entering Unmasked Estep 
Score: -15043100.000000 Penalty: 3829.027832
	Iteration 12Q: 3 clusters Score -1.50431e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 127028 members 
Entering Unmasked Estep 
Score: -15044054.000000 Penalty: 3829.027832
	Iteration 13Q: 3 clusters Score -1.504405e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 127975 members 
Entering Unmasked Estep 
Score: -15044554.000000 Penalty: 3829.027832
	Iteration 14Q: 3 clusters Score -1.504455e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 128599 members 
Entering Unmasked Estep 
Score: -15044871.000000 Penalty: 3829.027832
	Iteration 15Q: 3 clusters Score -1.504487e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 129060 members 
Entering Unmasked Estep 
Score: -15045084.000000 Penalty: 3829.027832
	Iteration 16Q: 3 clusters Score -1.504508e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 129413 members 
Entering Unmasked Estep 
Score: -15045139.000000 Penalty: 3829.027832
	Iteration 17Q: 3 clusters Score -1.504514e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 129661 members 
Entering Unmasked Estep 
Score: -15045166.000000 Penalty: 3829.027832
	Iteration 18Q: 3 clusters Score -1.504517e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 129827 members 
Entering Unmasked Estep 
Score: -15045159.000000 Penalty: 3829.027832
	Iteration 19Q: 3 clusters Score -1.504516e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 129946 members 
Entering Unmasked Estep 
Score: -15045178.000000 Penalty: 3829.027832
	Iteration 20F: 3 clusters Score -1.504518e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 130048 members 
Entering Unmasked Estep 
Score: -15045230.000000 Penalty: 3829.027832
	Iteration 21Q: 3 clusters Score -1.504523e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 130131 members 
Entering Unmasked Estep 
Score: -15045263.000000 Penalty: 3829.027832
	Iteration 22Q: 3 clusters Score -1.504526e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 130190 members 
Entering Unmasked Estep 
Score: -15045279.000000 Penalty: 3829.027832
	Iteration 23Q: 3 clusters Score -1.504528e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 130247 members 
Entering Unmasked Estep 
Score: -15045287.000000 Penalty: 3829.027832
	Iteration 24Q: 3 clusters Score -1.504529e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 130285 members 
Entering Unmasked Estep 
Score: -15045308.000000 Penalty: 3829.027832
	Iteration 25Q: 3 clusters Score -1.504531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 130318 members 
Entering Unmasked Estep 
Score: -15045325.000000 Penalty: 3829.027832
	Iteration 26Q: 3 clusters Score -1.504532e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 130345 members 
Entering Unmasked Estep 
Score: -15045329.000000 Penalty: 3829.027832
	Iteration 27Q: 3 clusters Score -1.504533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 130360 members 
Entering Unmasked Estep 
Score: -15045334.000000 Penalty: 3829.027832
	Iteration 28Q: 3 clusters Score -1.504533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 130371 members 
Entering Unmasked Estep 
Score: -15045333.000000 Penalty: 3829.027832
	Iteration 29Q: 3 clusters Score -1.504533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 130378 members 
Entering Unmasked Estep 
Score: -15045329.000000 Penalty: 3829.027832
	Iteration 30Q: 3 clusters Score -1.504533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 130384 members 
Entering Unmasked Estep 
Score: -15045323.000000 Penalty: 3829.027832
	Iteration 31Q: 3 clusters Score -1.504532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 130391 members 
Entering Unmasked Estep 
Score: -15045330.000000 Penalty: 3829.027832
	Iteration 32Q: 3 clusters Score -1.504533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 130396 members 
Entering Unmasked Estep 
Score: -15045330.000000 Penalty: 3829.027832
	Iteration 33Q: 3 clusters Score -1.504533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 130399 members 
Entering Unmasked Estep 
Score: -15045334.000000 Penalty: 3829.027832
	Iteration 34Q: 3 clusters Score -1.504533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 130401 members 
Entering Unmasked Estep 
Score: -15045334.000000 Penalty: 3829.027832
	Iteration 35Q: 3 clusters Score -1.504533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 130406 members 
Entering Unmasked Estep 
Score: -15045336.000000 Penalty: 3829.027832
	Iteration 36Q: 3 clusters Score -1.504534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 130409 members 
Entering Unmasked Estep 
Score: -15045338.000000 Penalty: 3829.027832
	Iteration 37Q: 3 clusters Score -1.504534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 130410 members 
Entering Unmasked Estep 
Score: -15045338.000000 Penalty: 3829.027832
	Iteration 38Q: 3 clusters Score -1.504534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 130410 members 
Entering Unmasked Estep 
Score: -15045338.000000 Penalty: 3829.027832
	Iteration 39F: 3 clusters Score -1.504534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -14269.647461 Penalty: 856.026917
	Iteration 0F: 2 clusters Score -14269.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13671.188477 Penalty: 1712.053833
	Iteration 0F: 3 clusters Score -13671.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13822.276367 Penalty: 1712.053833
	Iteration 1F: 3 clusters Score -13822.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13850.789062 Penalty: 1712.053833
	Iteration 2F: 3 clusters Score -13850.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13873.426758 Penalty: 1712.053833
	Iteration 3Q: 3 clusters Score -13873.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13884.310547 Penalty: 1712.053833
	Iteration 4Q: 3 clusters Score -13884.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13884.310547 Penalty: 1712.053833
	Iteration 5F: 3 clusters Score -13884.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (59473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Entering Unmasked Estep 
Score: -6927944.500000 Penalty: 1786.407593
	Iteration 0F: 2 clusters Score -6927944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -6888438.500000 Penalty: 3572.815186
	Iteration 0F: 3 clusters Score -6888438 nChanged 27800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -6904317.500000 Penalty: 3572.815186
	Iteration 1F: 3 clusters Score -6904318 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -6904784.000000 Penalty: 3572.815186
	Iteration 2Q: 3 clusters Score -6904784 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -6905262.000000 Penalty: 3572.815186
	Iteration 3Q: 3 clusters Score -6905262 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -6905852.500000 Penalty: 3572.815186
	Iteration 4Q: 3 clusters Score -6905852 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -6906606.000000 Penalty: 3572.815186
	Iteration 5Q: 3 clusters Score -6906606 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -6907647.000000 Penalty: 3572.815186
	Iteration 6Q: 3 clusters Score -6907647 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -6909147.500000 Penalty: 3572.815186
	Iteration 7Q: 3 clusters Score -6909148 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -6911307.000000 Penalty: 3572.815186
	Iteration 8F: 3 clusters Score -6911307 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -6913899.000000 Penalty: 3572.815186
	Iteration 9F: 3 clusters Score -6913899 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -6916510.500000 Penalty: 3572.815186
	Iteration 10F: 3 clusters Score -6916510 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -6918502.500000 Penalty: 3572.815186
	Iteration 11F: 3 clusters Score -6918502 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -6919898.000000 Penalty: 3572.815186
	Iteration 12Q: 3 clusters Score -6919898 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -6920818.500000 Penalty: 3572.815186
	Iteration 13Q: 3 clusters Score -6920818 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -6921607.500000 Penalty: 3572.815186
	Iteration 14Q: 3 clusters Score -6921608 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -6922271.500000 Penalty: 3572.815186
	Iteration 15Q: 3 clusters Score -6922272 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -6922941.500000 Penalty: 3572.815186
	Iteration 16Q: 3 clusters Score -6922942 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -6923438.500000 Penalty: 3572.815186
	Iteration 17Q: 3 clusters Score -6923438 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -6923874.000000 Penalty: 3572.815186
	Iteration 18Q: 3 clusters Score -6923874 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -6924299.500000 Penalty: 3572.815186
	Iteration 19Q: 3 clusters Score -6924300 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -6924730.500000 Penalty: 3572.815186
	Iteration 20F: 3 clusters Score -6924730 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -6925109.500000 Penalty: 3572.815186
	Iteration 21Q: 3 clusters Score -6925110 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -6925402.000000 Penalty: 3572.815186
	Iteration 22Q: 3 clusters Score -6925402 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -6925650.500000 Penalty: 3572.815186
	Iteration 23Q: 3 clusters Score -6925650 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -6925864.000000 Penalty: 3572.815186
	Iteration 24Q: 3 clusters Score -6925864 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -6926011.000000 Penalty: 3572.815186
	Iteration 25Q: 3 clusters Score -6926011 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -6926144.500000 Penalty: 3572.815186
	Iteration 26Q: 3 clusters Score -6926144 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -6926242.000000 Penalty: 3572.815186
	Iteration 27Q: 3 clusters Score -6926242 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -6926399.000000 Penalty: 3572.815186
	Iteration 28Q: 3 clusters Score -6926399 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -6926535.500000 Penalty: 3572.815186
	Iteration 29Q: 3 clusters Score -6926536 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -6926661.000000 Penalty: 3572.815186
	Iteration 30Q: 3 clusters Score -6926661 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -6926749.000000 Penalty: 3572.815186
	Iteration 31Q: 3 clusters Score -6926749 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -6926849.500000 Penalty: 3572.815186
	Iteration 32Q: 3 clusters Score -6926850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -6926875.000000 Penalty: 3572.815186
	Iteration 33Q: 3 clusters Score -6926875 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -6926906.000000 Penalty: 3572.815186
	Iteration 34Q: 3 clusters Score -6926906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -6926927.500000 Penalty: 3572.815186
	Iteration 35Q: 3 clusters Score -6926928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -6926936.500000 Penalty: 3572.815186
	Iteration 36Q: 3 clusters Score -6926936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -6926941.500000 Penalty: 3572.815186
	Iteration 37Q: 3 clusters Score -6926942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -6926949.000000 Penalty: 3572.815186
	Iteration 38Q: 3 clusters Score -6926949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -6926954.500000 Penalty: 3572.815186
	Iteration 39Q: 3 clusters Score -6926954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -6926950.500000 Penalty: 3572.815186
	Iteration 40F: 3 clusters Score -6926950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -6926944.000000 Penalty: 3572.815186
	Iteration 41Q: 3 clusters Score -6926944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -6926953.500000 Penalty: 3572.815186
	Iteration 42Q: 3 clusters Score -6926954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -6926950.000000 Penalty: 3572.815186
	Iteration 43Q: 3 clusters Score -6926950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -6926950.000000 Penalty: 3572.815186
	Iteration 44F: 3 clusters Score -6926950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Entering Unmasked Estep 
Score: -1653340.875000 Penalty: 1553.799316
	Iteration 0F: 2 clusters Score -1653341 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 7135 members 
Entering Unmasked Estep 
Score: -1643506.250000 Penalty: 3107.598633
	Iteration 0F: 3 clusters Score -1643506 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1646898.875000 Penalty: 3107.598633
	Iteration 1F: 3 clusters Score -1646899 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1647141.750000 Penalty: 3107.598633
	Iteration 2Q: 3 clusters Score -1647142 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1647372.000000 Penalty: 3107.598633
	Iteration 3Q: 3 clusters Score -1647372 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1647569.375000 Penalty: 3107.598633
	Iteration 4Q: 3 clusters Score -1647569 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1647773.250000 Penalty: 3107.598633
	Iteration 5Q: 3 clusters Score -1647773 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1648051.750000 Penalty: 3107.598633
	Iteration 6Q: 3 clusters Score -1648052 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1648441.875000 Penalty: 3107.598633
	Iteration 7Q: 3 clusters Score -1648442 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1648871.750000 Penalty: 3107.598633
	Iteration 8Q: 3 clusters Score -1648872 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1649264.125000 Penalty: 3107.598633
	Iteration 9Q: 3 clusters Score -1649264 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1649681.000000 Penalty: 3107.598633
	Iteration 10Q: 3 clusters Score -1649681 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1650054.000000 Penalty: 3107.598633
	Iteration 11Q: 3 clusters Score -1650054 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1650349.250000 Penalty: 3107.598633
	Iteration 12Q: 3 clusters Score -1650349 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1650545.625000 Penalty: 3107.598633
	Iteration 13Q: 3 clusters Score -1650546 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1650662.625000 Penalty: 3107.598633
	Iteration 14Q: 3 clusters Score -1650663 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1650774.000000 Penalty: 3107.598633
	Iteration 15Q: 3 clusters Score -1650774 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1650896.000000 Penalty: 3107.598633
	Iteration 16Q: 3 clusters Score -1650896 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1651011.375000 Penalty: 3107.598633
	Iteration 17Q: 3 clusters Score -1651011 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1651109.250000 Penalty: 3107.598633
	Iteration 18Q: 3 clusters Score -1651109 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1651186.125000 Penalty: 3107.598633
	Iteration 19Q: 3 clusters Score -1651186 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1651259.250000 Penalty: 3107.598633
	Iteration 20F: 3 clusters Score -1651259 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1651335.500000 Penalty: 3107.598633
	Iteration 21Q: 3 clusters Score -1651336 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1651423.500000 Penalty: 3107.598633
	Iteration 22Q: 3 clusters Score -1651424 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1651478.250000 Penalty: 3107.598633
	Iteration 23Q: 3 clusters Score -1651478 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1651524.750000 Penalty: 3107.598633
	Iteration 24Q: 3 clusters Score -1651525 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1651571.875000 Penalty: 3107.598633
	Iteration 25Q: 3 clusters Score -1651572 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1651611.875000 Penalty: 3107.598633
	Iteration 26Q: 3 clusters Score -1651612 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1651655.875000 Penalty: 3107.598633
	Iteration 27Q: 3 clusters Score -1651656 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1651702.250000 Penalty: 3107.598633
	Iteration 28Q: 3 clusters Score -1651702 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1651740.875000 Penalty: 3107.598633
	Iteration 29Q: 3 clusters Score -1651741 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1651783.250000 Penalty: 3107.598633
	Iteration 30Q: 3 clusters Score -1651783 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1651836.875000 Penalty: 3107.598633
	Iteration 31Q: 3 clusters Score -1651837 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1651883.875000 Penalty: 3107.598633
	Iteration 32Q: 3 clusters Score -1651884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1651940.625000 Penalty: 3107.598633
	Iteration 33Q: 3 clusters Score -1651941 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1651990.000000 Penalty: 3107.598633
	Iteration 34Q: 3 clusters Score -1651990 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1652042.875000 Penalty: 3107.598633
	Iteration 35Q: 3 clusters Score -1652043 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1652095.875000 Penalty: 3107.598633
	Iteration 36Q: 3 clusters Score -1652096 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1652137.375000 Penalty: 3107.598633
	Iteration 37Q: 3 clusters Score -1652137 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1652184.000000 Penalty: 3107.598633
	Iteration 38Q: 3 clusters Score -1652184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1652211.625000 Penalty: 3107.598633
	Iteration 39Q: 3 clusters Score -1652212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1652239.375000 Penalty: 3107.598633
	Iteration 40F: 3 clusters Score -1652239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1652265.875000 Penalty: 3107.598633
	Iteration 41Q: 3 clusters Score -1652266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1652294.250000 Penalty: 3107.598633
	Iteration 42Q: 3 clusters Score -1652294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1652319.750000 Penalty: 3107.598633
	Iteration 43Q: 3 clusters Score -1652320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1652352.000000 Penalty: 3107.598633
	Iteration 44Q: 3 clusters Score -1652352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1652363.375000 Penalty: 3107.598633
	Iteration 45Q: 3 clusters Score -1652363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1652378.750000 Penalty: 3107.598633
	Iteration 46Q: 3 clusters Score -1652379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1652390.500000 Penalty: 3107.598633
	Iteration 47Q: 3 clusters Score -1652390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1652395.750000 Penalty: 3107.598633
	Iteration 48Q: 3 clusters Score -1652396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1652411.500000 Penalty: 3107.598633
	Iteration 49Q: 3 clusters Score -1652412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1652422.875000 Penalty: 3107.598633
	Iteration 50Q: 3 clusters Score -1652423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1652442.250000 Penalty: 3107.598633
	Iteration 51Q: 3 clusters Score -1652442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1652457.625000 Penalty: 3107.598633
	Iteration 52Q: 3 clusters Score -1652458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1652474.125000 Penalty: 3107.598633
	Iteration 53Q: 3 clusters Score -1652474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1652488.250000 Penalty: 3107.598633
	Iteration 54Q: 3 clusters Score -1652488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1652493.000000 Penalty: 3107.598633
	Iteration 55Q: 3 clusters Score -1652493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1652500.375000 Penalty: 3107.598633
	Iteration 56Q: 3 clusters Score -1652500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1652506.750000 Penalty: 3107.598633
	Iteration 57Q: 3 clusters Score -1652507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1652522.375000 Penalty: 3107.598633
	Iteration 58Q: 3 clusters Score -1652522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1652529.500000 Penalty: 3107.598633
	Iteration 59Q: 3 clusters Score -1652530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1652536.375000 Penalty: 3107.598633
	Iteration 60F: 3 clusters Score -1652536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1652542.875000 Penalty: 3107.598633
	Iteration 61Q: 3 clusters Score -1652543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1652546.875000 Penalty: 3107.598633
	Iteration 62Q: 3 clusters Score -1652547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1652549.375000 Penalty: 3107.598633
	Iteration 63Q: 3 clusters Score -1652549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1652561.125000 Penalty: 3107.598633
	Iteration 64Q: 3 clusters Score -1652561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1652564.375000 Penalty: 3107.598633
	Iteration 65Q: 3 clusters Score -1652564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1652571.000000 Penalty: 3107.598633
	Iteration 66Q: 3 clusters Score -1652571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1652576.625000 Penalty: 3107.598633
	Iteration 67Q: 3 clusters Score -1652577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1652580.250000 Penalty: 3107.598633
	Iteration 68Q: 3 clusters Score -1652580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1652582.625000 Penalty: 3107.598633
	Iteration 69Q: 3 clusters Score -1652583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1652585.625000 Penalty: 3107.598633
	Iteration 70Q: 3 clusters Score -1652586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1652588.750000 Penalty: 3107.598633
	Iteration 71Q: 3 clusters Score -1652589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1652592.500000 Penalty: 3107.598633
	Iteration 72Q: 3 clusters Score -1652592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1652593.000000 Penalty: 3107.598633
	Iteration 73Q: 3 clusters Score -1652593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1652598.375000 Penalty: 3107.598633
	Iteration 74Q: 3 clusters Score -1652598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1652605.375000 Penalty: 3107.598633
	Iteration 75Q: 3 clusters Score -1652605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1652608.000000 Penalty: 3107.598633
	Iteration 76Q: 3 clusters Score -1652608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1652612.250000 Penalty: 3107.598633
	Iteration 77Q: 3 clusters Score -1652612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1652613.250000 Penalty: 3107.598633
	Iteration 78Q: 3 clusters Score -1652613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1652618.000000 Penalty: 3107.598633
	Iteration 79Q: 3 clusters Score -1652618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1652620.875000 Penalty: 3107.598633
	Iteration 80F: 3 clusters Score -1652621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1652618.625000 Penalty: 3107.598633
	Iteration 81Q: 3 clusters Score -1652619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1652620.625000 Penalty: 3107.598633
	Iteration 82Q: 3 clusters Score -1652621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1652631.125000 Penalty: 3107.598633
	Iteration 83Q: 3 clusters Score -1652631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1652638.875000 Penalty: 3107.598633
	Iteration 84Q: 3 clusters Score -1652639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1652646.000000 Penalty: 3107.598633
	Iteration 85Q: 3 clusters Score -1652646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1652650.625000 Penalty: 3107.598633
	Iteration 86Q: 3 clusters Score -1652651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1652658.750000 Penalty: 3107.598633
	Iteration 87Q: 3 clusters Score -1652659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1652657.125000 Penalty: 3107.598633
	Iteration 88Q: 3 clusters Score -1652657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1652661.375000 Penalty: 3107.598633
	Iteration 89Q: 3 clusters Score -1652661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1652664.625000 Penalty: 3107.598633
	Iteration 90Q: 3 clusters Score -1652665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1652664.000000 Penalty: 3107.598633
	Iteration 91Q: 3 clusters Score -1652664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1652664.000000 Penalty: 3107.598633
	Iteration 92F: 3 clusters Score -1652664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Entering Unmasked Estep 
Score: -3254576.000000 Penalty: 1670.266357
	Iteration 0F: 2 clusters Score -3254576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3234853.000000 Penalty: 3340.532715
	Iteration 0F: 3 clusters Score -3234853 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3242436.250000 Penalty: 3340.532715
	Iteration 1F: 3 clusters Score -3242436 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3243176.750000 Penalty: 3340.532715
	Iteration 2F: 3 clusters Score -3243177 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3244178.500000 Penalty: 3340.532715
	Iteration 3F: 3 clusters Score -3244178 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3245649.250000 Penalty: 3340.532715
	Iteration 4F: 3 clusters Score -3245649 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3247651.500000 Penalty: 3340.532715
	Iteration 5F: 3 clusters Score -3247652 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -3249817.750000 Penalty: 3340.532715
	Iteration 6F: 3 clusters Score -3249818 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3251467.250000 Penalty: 3340.532715
	Iteration 7F: 3 clusters Score -3251467 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3252438.750000 Penalty: 3340.532715
	Iteration 8Q: 3 clusters Score -3252439 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3252834.500000 Penalty: 3340.532715
	Iteration 9Q: 3 clusters Score -3252834 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -3252981.500000 Penalty: 3340.532715
	Iteration 10Q: 3 clusters Score -3252982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3253047.250000 Penalty: 3340.532715
	Iteration 11Q: 3 clusters Score -3253047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3253078.750000 Penalty: 3340.532715
	Iteration 12Q: 3 clusters Score -3253079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3253090.250000 Penalty: 3340.532715
	Iteration 13Q: 3 clusters Score -3253090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3253102.500000 Penalty: 3340.532715
	Iteration 14Q: 3 clusters Score -3253102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3253119.250000 Penalty: 3340.532715
	Iteration 15Q: 3 clusters Score -3253119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -3253130.500000 Penalty: 3340.532715
	Iteration 16Q: 3 clusters Score -3253130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -3253130.500000 Penalty: 3340.532715
	Iteration 17F: 3 clusters Score -3253130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (93688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Entering Unmasked Estep 
Score: -10986726.000000 Penalty: 1860.255371
	Iteration 0F: 2 clusters Score -1.098673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -10925581.000000 Penalty: 3720.510742
	Iteration 0F: 3 clusters Score -1.092558e+07 nChanged 44680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -10951599.000000 Penalty: 3720.510742
	Iteration 1F: 3 clusters Score -1.09516e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -10952340.000000 Penalty: 3720.510742
	Iteration 2Q: 3 clusters Score -1.095234e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -10953197.000000 Penalty: 3720.510742
	Iteration 3Q: 3 clusters Score -1.09532e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -10954308.000000 Penalty: 3720.510742
	Iteration 4Q: 3 clusters Score -1.095431e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -10955682.000000 Penalty: 3720.510742
	Iteration 5Q: 3 clusters Score -1.095568e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -10957761.000000 Penalty: 3720.510742
	Iteration 6F: 3 clusters Score -1.095776e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -10960695.000000 Penalty: 3720.510742
	Iteration 7F: 3 clusters Score -1.09607e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -10964658.000000 Penalty: 3720.510742
	Iteration 8F: 3 clusters Score -1.096466e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -10969236.000000 Penalty: 3720.510742
	Iteration 9F: 3 clusters Score -1.096924e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -10973725.000000 Penalty: 3720.510742
	Iteration 10F: 3 clusters Score -1.097372e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 79969 members 
Entering Unmasked Estep 
Score: -10977404.000000 Penalty: 3720.510742
	Iteration 11Q: 3 clusters Score -1.09774e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -10979879.000000 Penalty: 3720.510742
	Iteration 12Q: 3 clusters Score -1.097988e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -10981391.000000 Penalty: 3720.510742
	Iteration 13Q: 3 clusters Score -1.098139e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -10982267.000000 Penalty: 3720.510742
	Iteration 14Q: 3 clusters Score -1.098227e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -10983030.000000 Penalty: 3720.510742
	Iteration 15Q: 3 clusters Score -1.098303e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 88675 members 
Entering Unmasked Estep 
Score: -10983580.000000 Penalty: 3720.510742
	Iteration 16Q: 3 clusters Score -1.098358e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -10983918.000000 Penalty: 3720.510742
	Iteration 17Q: 3 clusters Score -1.098392e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -10984212.000000 Penalty: 3720.510742
	Iteration 18Q: 3 clusters Score -1.098421e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -10984488.000000 Penalty: 3720.510742
	Iteration 19Q: 3 clusters Score -1.098449e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -10984696.000000 Penalty: 3720.510742
	Iteration 20F: 3 clusters Score -1.09847e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -10984908.000000 Penalty: 3720.510742
	Iteration 21Q: 3 clusters Score -1.098491e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -10985025.000000 Penalty: 3720.510742
	Iteration 22Q: 3 clusters Score -1.098502e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -10985112.000000 Penalty: 3720.510742
	Iteration 23Q: 3 clusters Score -1.098511e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
Score: -10985142.000000 Penalty: 3720.510742
	Iteration 24Q: 3 clusters Score -1.098514e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 91966 members 
Entering Unmasked Estep 
Score: -10985173.000000 Penalty: 3720.510742
	Iteration 25Q: 3 clusters Score -1.098517e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -10985206.000000 Penalty: 3720.510742
	Iteration 26Q: 3 clusters Score -1.098521e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -10985216.000000 Penalty: 3720.510742
	Iteration 27Q: 3 clusters Score -1.098522e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -10985227.000000 Penalty: 3720.510742
	Iteration 28Q: 3 clusters Score -1.098523e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 92164 members 
Entering Unmasked Estep 
Score: -10985242.000000 Penalty: 3720.510742
	Iteration 29Q: 3 clusters Score -1.098524e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
Score: -10985286.000000 Penalty: 3720.510742
	Iteration 30Q: 3 clusters Score -1.098529e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 92229 members 
Entering Unmasked Estep 
Score: -10985266.000000 Penalty: 3720.510742
	Iteration 31Q: 3 clusters Score -1.098527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 92262 members 
Entering Unmasked Estep 
Score: -10985287.000000 Penalty: 3720.510742
	Iteration 32Q: 3 clusters Score -1.098529e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 92293 members 
Entering Unmasked Estep 
Score: -10985295.000000 Penalty: 3720.510742
	Iteration 33Q: 3 clusters Score -1.09853e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -10985287.000000 Penalty: 3720.510742
	Iteration 34Q: 3 clusters Score -1.098529e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 92349 members 
Entering Unmasked Estep 
Score: -10985291.000000 Penalty: 3720.510742
	Iteration 35Q: 3 clusters Score -1.098529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -10985310.000000 Penalty: 3720.510742
	Iteration 36Q: 3 clusters Score -1.098531e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -10985312.000000 Penalty: 3720.510742
	Iteration 37Q: 3 clusters Score -1.098531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -10985315.000000 Penalty: 3720.510742
	Iteration 38Q: 3 clusters Score -1.098532e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -10985327.000000 Penalty: 3720.510742
	Iteration 39Q: 3 clusters Score -1.098533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -10985324.000000 Penalty: 3720.510742
	Iteration 40F: 3 clusters Score -1.098532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 92414 members 
Entering Unmasked Estep 
Score: -10985315.000000 Penalty: 3720.510742
	Iteration 41Q: 3 clusters Score -1.098532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 92424 members 
Entering Unmasked Estep 
Score: -10985324.000000 Penalty: 3720.510742
	Iteration 42Q: 3 clusters Score -1.098532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 92431 members 
Entering Unmasked Estep 
Score: -10985318.000000 Penalty: 3720.510742
	Iteration 43Q: 3 clusters Score -1.098532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -10985327.000000 Penalty: 3720.510742
	Iteration 44Q: 3 clusters Score -1.098533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -10985317.000000 Penalty: 3720.510742
	Iteration 45Q: 3 clusters Score -1.098532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -10985313.000000 Penalty: 3720.510742
	Iteration 46Q: 3 clusters Score -1.098531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -10985313.000000 Penalty: 3720.510742
	Iteration 47F: 3 clusters Score -1.098531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -41115.500000 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -41115.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40153.566406 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -40153.57 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40335.164062 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -40335.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40386.242188 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -40386.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40424.074219 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -40424.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40440.765625 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -40440.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40450.703125 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -40450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40455.562500 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -40455.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40455.562500 Penalty: 1952.864380
	Iteration 7F: 3 clusters Score -40455.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -215168.375000 Penalty: 1233.102539
	Iteration 0F: 2 clusters Score -215168.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -213190.828125 Penalty: 2466.205078
	Iteration 0F: 3 clusters Score -213190.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -214030.015625 Penalty: 2466.205078
	Iteration 1F: 3 clusters Score -214030 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -214454.968750 Penalty: 2466.205078
	Iteration 2F: 3 clusters Score -214455 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -214703.218750 Penalty: 2466.205078
	Iteration 3F: 3 clusters Score -214703.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -214830.921875 Penalty: 2466.205078
	Iteration 4F: 3 clusters Score -214830.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -214887.546875 Penalty: 2466.205078
	Iteration 5Q: 3 clusters Score -214887.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -214912.015625 Penalty: 2466.205078
	Iteration 6Q: 3 clusters Score -214912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -214922.093750 Penalty: 2466.205078
	Iteration 7Q: 3 clusters Score -214922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -214925.968750 Penalty: 2466.205078
	Iteration 8Q: 3 clusters Score -214926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -214927.406250 Penalty: 2466.205078
	Iteration 9Q: 3 clusters Score -214927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -214928.593750 Penalty: 2466.205078
	Iteration 10Q: 3 clusters Score -214928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -214928.843750 Penalty: 2466.205078
	Iteration 11Q: 3 clusters Score -214928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -214928.843750 Penalty: 2466.205078
	Iteration 12F: 3 clusters Score -214928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Entering Unmasked Estep 
Score: -9481054.000000 Penalty: 1836.407471
	Iteration 0F: 2 clusters Score -9481054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -9427805.000000 Penalty: 3672.814941
	Iteration 0F: 3 clusters Score -9427805 nChanged 38321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -9449739.000000 Penalty: 3672.814941
	Iteration 1F: 3 clusters Score -9449739 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -9450350.000000 Penalty: 3672.814941
	Iteration 2Q: 3 clusters Score -9450350 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -9451079.000000 Penalty: 3672.814941
	Iteration 3Q: 3 clusters Score -9451079 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -9452168.000000 Penalty: 3672.814941
	Iteration 4Q: 3 clusters Score -9452168 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -9453529.000000 Penalty: 3672.814941
	Iteration 5Q: 3 clusters Score -9453529 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -9455420.000000 Penalty: 3672.814941
	Iteration 6F: 3 clusters Score -9455420 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -9457878.000000 Penalty: 3672.814941
	Iteration 7F: 3 clusters Score -9457878 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -9461084.000000 Penalty: 3672.814941
	Iteration 8F: 3 clusters Score -9461084 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -9464664.000000 Penalty: 3672.814941
	Iteration 9F: 3 clusters Score -9464664 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -9468329.000000 Penalty: 3672.814941
	Iteration 10F: 3 clusters Score -9468329 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -9471604.000000 Penalty: 3672.814941
	Iteration 11F: 3 clusters Score -9471604 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -9474240.000000 Penalty: 3672.814941
	Iteration 12Q: 3 clusters Score -9474240 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -9476156.000000 Penalty: 3672.814941
	Iteration 13Q: 3 clusters Score -9476156 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -9477350.000000 Penalty: 3672.814941
	Iteration 14Q: 3 clusters Score -9477350 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -9478054.000000 Penalty: 3672.814941
	Iteration 15Q: 3 clusters Score -9478054 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9478468.000000 Penalty: 3672.814941
	Iteration 16Q: 3 clusters Score -9478468 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9478696.000000 Penalty: 3672.814941
	Iteration 17Q: 3 clusters Score -9478696 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9478892.000000 Penalty: 3672.814941
	Iteration 18Q: 3 clusters Score -9478892 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9479042.000000 Penalty: 3672.814941
	Iteration 19Q: 3 clusters Score -9479042 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9479130.000000 Penalty: 3672.814941
	Iteration 20F: 3 clusters Score -9479130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9479194.000000 Penalty: 3672.814941
	Iteration 21Q: 3 clusters Score -9479194 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9479243.000000 Penalty: 3672.814941
	Iteration 22Q: 3 clusters Score -9479243 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9479280.000000 Penalty: 3672.814941
	Iteration 23Q: 3 clusters Score -9479280 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9479322.000000 Penalty: 3672.814941
	Iteration 24Q: 3 clusters Score -9479322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9479343.000000 Penalty: 3672.814941
	Iteration 25Q: 3 clusters Score -9479343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80254 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9479351.000000 Penalty: 3672.814941
	Iteration 26Q: 3 clusters Score -9479351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80291 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9479386.000000 Penalty: 3672.814941
	Iteration 27Q: 3 clusters Score -9479386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9479404.000000 Penalty: 3672.814941
	Iteration 28Q: 3 clusters Score -9479404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9479417.000000 Penalty: 3672.814941
	Iteration 29Q: 3 clusters Score -9479417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80371 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9479421.000000 Penalty: 3672.814941
	Iteration 30Q: 3 clusters Score -9479421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9479439.000000 Penalty: 3672.814941
	Iteration 31Q: 3 clusters Score -9479439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80424 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9479454.000000 Penalty: 3672.814941
	Iteration 32Q: 3 clusters Score -9479454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9479466.000000 Penalty: 3672.814941
	Iteration 33Q: 3 clusters Score -9479466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9479469.000000 Penalty: 3672.814941
	Iteration 34Q: 3 clusters Score -9479469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9479473.000000 Penalty: 3672.814941
	Iteration 35Q: 3 clusters Score -9479473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9479484.000000 Penalty: 3672.814941
	Iteration 36Q: 3 clusters Score -9479484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9479485.000000 Penalty: 3672.814941
	Iteration 37Q: 3 clusters Score -9479485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9479489.000000 Penalty: 3672.814941
	Iteration 38Q: 3 clusters Score -9479489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9479488.000000 Penalty: 3672.814941
	Iteration 39Q: 3 clusters Score -9479488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9479488.000000 Penalty: 3672.814941
	Iteration 40F: 3 clusters Score -9479488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Entering Unmasked Estep 
Score: -28450.837891 Penalty: 917.385132
	Iteration 0F: 2 clusters Score -28450.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27604.960938 Penalty: 1834.770264
	Iteration 0F: 3 clusters Score -27604.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27723.964844 Penalty: 1834.770264
	Iteration 1F: 3 clusters Score -27723.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27746.816406 Penalty: 1834.770264
	Iteration 2Q: 3 clusters Score -27746.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27764.330078 Penalty: 1834.770264
	Iteration 3Q: 3 clusters Score -27764.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27774.962891 Penalty: 1834.770264
	Iteration 4Q: 3 clusters Score -27774.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27774.962891 Penalty: 1834.770264
	Iteration 5F: 3 clusters Score -27774.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Entering Unmasked Estep 
Score: -599977.812500 Penalty: 1392.157837
	Iteration 0F: 2 clusters Score -599977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -595879.687500 Penalty: 2784.315674
	Iteration 0F: 3 clusters Score -595879.7 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -597048.937500 Penalty: 2784.315674
	Iteration 1F: 3 clusters Score -597048.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -597218.875000 Penalty: 2784.315674
	Iteration 2F: 3 clusters Score -597218.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -597339.437500 Penalty: 2784.315674
	Iteration 3Q: 3 clusters Score -597339.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -597437.375000 Penalty: 2784.315674
	Iteration 4Q: 3 clusters Score -597437.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -597547.500000 Penalty: 2784.315674
	Iteration 5Q: 3 clusters Score -597547.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -597640.062500 Penalty: 2784.315674
	Iteration 6Q: 3 clusters Score -597640.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -597714.125000 Penalty: 2784.315674
	Iteration 7Q: 3 clusters Score -597714.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -597774.500000 Penalty: 2784.315674
	Iteration 8Q: 3 clusters Score -597774.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -597829.750000 Penalty: 2784.315674
	Iteration 9Q: 3 clusters Score -597829.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -597879.437500 Penalty: 2784.315674
	Iteration 10Q: 3 clusters Score -597879.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -597929.250000 Penalty: 2784.315674
	Iteration 11Q: 3 clusters Score -597929.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -597967.125000 Penalty: 2784.315674
	Iteration 12Q: 3 clusters Score -597967.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -597997.625000 Penalty: 2784.315674
	Iteration 13Q: 3 clusters Score -597997.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -598032.250000 Penalty: 2784.315674
	Iteration 14Q: 3 clusters Score -598032.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -598064.937500 Penalty: 2784.315674
	Iteration 15Q: 3 clusters Score -598064.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -598101.750000 Penalty: 2784.315674
	Iteration 16Q: 3 clusters Score -598101.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -598133.875000 Penalty: 2784.315674
	Iteration 17Q: 3 clusters Score -598133.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -598172.875000 Penalty: 2784.315674
	Iteration 18Q: 3 clusters Score -598172.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -598228.687500 Penalty: 2784.315674
	Iteration 19Q: 3 clusters Score -598228.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -598307.625000 Penalty: 2784.315674
	Iteration 20F: 3 clusters Score -598307.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -598424.250000 Penalty: 2784.315674
	Iteration 21Q: 3 clusters Score -598424.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -598623.625000 Penalty: 2784.315674
	Iteration 22Q: 3 clusters Score -598623.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -598985.625000 Penalty: 2784.315674
	Iteration 23Q: 3 clusters Score -598985.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -599519.187500 Penalty: 2784.315674
	Iteration 24F: 3 clusters Score -599519.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -599869.562500 Penalty: 2784.315674
	Iteration 25Q: 3 clusters Score -599869.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -600084.625000 Penalty: 2784.315674
	Iteration 26Q: 3 clusters Score -600084.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -600184.812500 Penalty: 2784.315674
	Iteration 27Q: 3 clusters Score -600184.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -600239.375000 Penalty: 2784.315674
	Iteration 28Q: 3 clusters Score -600239.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -600277.062500 Penalty: 2784.315674
	Iteration 29Q: 3 clusters Score -600277.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -600302.375000 Penalty: 2784.315674
	Iteration 30Q: 3 clusters Score -600302.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -600314.312500 Penalty: 2784.315674
	Iteration 31Q: 3 clusters Score -600314.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -600321.562500 Penalty: 2784.315674
	Iteration 32Q: 3 clusters Score -600321.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -600328.500000 Penalty: 2784.315674
	Iteration 33Q: 3 clusters Score -600328.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -600330.375000 Penalty: 2784.315674
	Iteration 34Q: 3 clusters Score -600330.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -600331.187500 Penalty: 2784.315674
	Iteration 35Q: 3 clusters Score -600331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -600332.625000 Penalty: 2784.315674
	Iteration 36Q: 3 clusters Score -600332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -600333.000000 Penalty: 2784.315674
	Iteration 37F: 3 clusters Score -600333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -600334.187500 Penalty: 2784.315674
	Iteration 38Q: 3 clusters Score -600334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -600333.250000 Penalty: 2784.315674
	Iteration 39Q: 3 clusters Score -600333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -600333.250000 Penalty: 2784.315674
	Iteration 40F: 3 clusters Score -600333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 98954 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 34232 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 74713 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 130826 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59473 members 
Mstep: Class 14 contains 14212 members 
Mstep: Class 15 contains 29102 members 
Mstep: Class 16 contains 93688 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 80900 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 1603 members 
Mstep: Class 22 contains 80341 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11532 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 3653 members 
Entering Unmasked Estep 
Score: -86217808.000000 Penalty: 57207.613281
Splitting cluster 21 changes total score from -86218248.000000 to -86217808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (80341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Entering Unmasked Estep 
Score: -9300926.000000 Penalty: 1835.280640
	Iteration 0F: 2 clusters Score -9300926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -9247663.000000 Penalty: 3670.561279
	Iteration 0F: 3 clusters Score -9247663 nChanged 38188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -9269676.000000 Penalty: 3670.561279
	Iteration 1F: 3 clusters Score -9269676 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -9270460.000000 Penalty: 3670.561279
	Iteration 2Q: 3 clusters Score -9270460 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -9271331.000000 Penalty: 3670.561279
	Iteration 3Q: 3 clusters Score -9271331 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -9272311.000000 Penalty: 3670.561279
	Iteration 4Q: 3 clusters Score -9272311 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -9273378.000000 Penalty: 3670.561279
	Iteration 5Q: 3 clusters Score -9273378 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -9274623.000000 Penalty: 3670.561279
	Iteration 6Q: 3 clusters Score -9274623 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -9275969.000000 Penalty: 3670.561279
	Iteration 7Q: 3 clusters Score -9275969 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -9277341.000000 Penalty: 3670.561279
	Iteration 8Q: 3 clusters Score -9277341 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -9279062.000000 Penalty: 3670.561279
	Iteration 9Q: 3 clusters Score -9279062 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -9281246.000000 Penalty: 3670.561279
	Iteration 10Q: 3 clusters Score -9281246 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -9283870.000000 Penalty: 3670.561279
	Iteration 11F: 3 clusters Score -9283870 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -9286491.000000 Penalty: 3670.561279
	Iteration 12F: 3 clusters Score -9286491 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -9288534.000000 Penalty: 3670.561279
	Iteration 13Q: 3 clusters Score -9288534 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -9289782.000000 Penalty: 3670.561279
	Iteration 14Q: 3 clusters Score -9289782 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -9290554.000000 Penalty: 3670.561279
	Iteration 15Q: 3 clusters Score -9290554 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -9291069.000000 Penalty: 3670.561279
	Iteration 16Q: 3 clusters Score -9291069 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -9291546.000000 Penalty: 3670.561279
	Iteration 17Q: 3 clusters Score -9291546 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -9291902.000000 Penalty: 3670.561279
	Iteration 18Q: 3 clusters Score -9291902 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -9292273.000000 Penalty: 3670.561279
	Iteration 19Q: 3 clusters Score -9292273 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -9292569.000000 Penalty: 3670.561279
	Iteration 20F: 3 clusters Score -9292569 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -9292898.000000 Penalty: 3670.561279
	Iteration 21Q: 3 clusters Score -9292898 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -9293098.000000 Penalty: 3670.561279
	Iteration 22Q: 3 clusters Score -9293098 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -9293357.000000 Penalty: 3670.561279
	Iteration 23Q: 3 clusters Score -9293357 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -9293592.000000 Penalty: 3670.561279
	Iteration 24Q: 3 clusters Score -9293592 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -9293832.000000 Penalty: 3670.561279
	Iteration 25Q: 3 clusters Score -9293832 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -9294098.000000 Penalty: 3670.561279
	Iteration 26Q: 3 clusters Score -9294098 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -9294254.000000 Penalty: 3670.561279
	Iteration 27Q: 3 clusters Score -9294254 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -9294392.000000 Penalty: 3670.561279
	Iteration 28Q: 3 clusters Score -9294392 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -9294565.000000 Penalty: 3670.561279
	Iteration 29Q: 3 clusters Score -9294565 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -9294756.000000 Penalty: 3670.561279
	Iteration 30Q: 3 clusters Score -9294756 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -9294926.000000 Penalty: 3670.561279
	Iteration 31Q: 3 clusters Score -9294926 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -9295052.000000 Penalty: 3670.561279
	Iteration 32Q: 3 clusters Score -9295052 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -9295178.000000 Penalty: 3670.561279
	Iteration 33Q: 3 clusters Score -9295178 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -9295403.000000 Penalty: 3670.561279
	Iteration 34Q: 3 clusters Score -9295403 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -9295565.000000 Penalty: 3670.561279
	Iteration 35Q: 3 clusters Score -9295565 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -9295743.000000 Penalty: 3670.561279
	Iteration 36Q: 3 clusters Score -9295743 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -9295854.000000 Penalty: 3670.561279
	Iteration 37Q: 3 clusters Score -9295854 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -9296057.000000 Penalty: 3670.561279
	Iteration 38Q: 3 clusters Score -9296057 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -9296222.000000 Penalty: 3670.561279
	Iteration 39Q: 3 clusters Score -9296222 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -9296360.000000 Penalty: 3670.561279
	Iteration 40F: 3 clusters Score -9296360 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -9296541.000000 Penalty: 3670.561279
	Iteration 41Q: 3 clusters Score -9296541 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -9296779.000000 Penalty: 3670.561279
	Iteration 42Q: 3 clusters Score -9296779 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -9297009.000000 Penalty: 3670.561279
	Iteration 43Q: 3 clusters Score -9297009 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -9297223.000000 Penalty: 3670.561279
	Iteration 44Q: 3 clusters Score -9297223 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -9297386.000000 Penalty: 3670.561279
	Iteration 45Q: 3 clusters Score -9297386 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -9297601.000000 Penalty: 3670.561279
	Iteration 46Q: 3 clusters Score -9297601 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -9297786.000000 Penalty: 3670.561279
	Iteration 47Q: 3 clusters Score -9297786 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -9297899.000000 Penalty: 3670.561279
	Iteration 48Q: 3 clusters Score -9297899 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -9298075.000000 Penalty: 3670.561279
	Iteration 49Q: 3 clusters Score -9298075 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -9298237.000000 Penalty: 3670.561279
	Iteration 50Q: 3 clusters Score -9298237 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -9298405.000000 Penalty: 3670.561279
	Iteration 51Q: 3 clusters Score -9298405 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -9298569.000000 Penalty: 3670.561279
	Iteration 52Q: 3 clusters Score -9298569 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -9298695.000000 Penalty: 3670.561279
	Iteration 53Q: 3 clusters Score -9298695 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -9298811.000000 Penalty: 3670.561279
	Iteration 54Q: 3 clusters Score -9298811 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -9298901.000000 Penalty: 3670.561279
	Iteration 55Q: 3 clusters Score -9298901 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -9298976.000000 Penalty: 3670.561279
	Iteration 56Q: 3 clusters Score -9298976 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -9299009.000000 Penalty: 3670.561279
	Iteration 57Q: 3 clusters Score -9299009 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 76819 members 
Entering Unmasked Estep 
Score: -9299060.000000 Penalty: 3670.561279
	Iteration 58Q: 3 clusters Score -9299060 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -9299114.000000 Penalty: 3670.561279
	Iteration 59Q: 3 clusters Score -9299114 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -9299153.000000 Penalty: 3670.561279
	Iteration 60F: 3 clusters Score -9299153 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -9299182.000000 Penalty: 3670.561279
	Iteration 61Q: 3 clusters Score -9299182 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -9299217.000000 Penalty: 3670.561279
	Iteration 62Q: 3 clusters Score -9299217 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -9299288.000000 Penalty: 3670.561279
	Iteration 63Q: 3 clusters Score -9299288 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -9299308.000000 Penalty: 3670.561279
	Iteration 64Q: 3 clusters Score -9299308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -9299326.000000 Penalty: 3670.561279
	Iteration 65Q: 3 clusters Score -9299326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -9299354.000000 Penalty: 3670.561279
	Iteration 66Q: 3 clusters Score -9299354 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -9299346.000000 Penalty: 3670.561279
	Iteration 67Q: 3 clusters Score -9299346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 78358 members 
Entering Unmasked Estep 
Score: -9299360.000000 Penalty: 3670.561279
	Iteration 68Q: 3 clusters Score -9299360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -9299361.000000 Penalty: 3670.561279
	Iteration 69Q: 3 clusters Score -9299361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -9299375.000000 Penalty: 3670.561279
	Iteration 70Q: 3 clusters Score -9299375 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -9299391.000000 Penalty: 3670.561279
	Iteration 71Q: 3 clusters Score -9299391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -9299400.000000 Penalty: 3670.561279
	Iteration 72Q: 3 clusters Score -9299400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -9299400.000000 Penalty: 3670.561279
	Iteration 73Q: 3 clusters Score -9299400 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -9299405.000000 Penalty: 3670.561279
	Iteration 74Q: 3 clusters Score -9299405 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -9299420.000000 Penalty: 3670.561279
	Iteration 75Q: 3 clusters Score -9299420 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -9299453.000000 Penalty: 3670.561279
	Iteration 76Q: 3 clusters Score -9299453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -9299465.000000 Penalty: 3670.561279
	Iteration 77Q: 3 clusters Score -9299465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -9299484.000000 Penalty: 3670.561279
	Iteration 78Q: 3 clusters Score -9299484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -9299510.000000 Penalty: 3670.561279
	Iteration 79Q: 3 clusters Score -9299510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -9299506.000000 Penalty: 3670.561279
	Iteration 80F: 3 clusters Score -9299506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -9299504.000000 Penalty: 3670.561279
	Iteration 81Q: 3 clusters Score -9299504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -9299498.000000 Penalty: 3670.561279
	Iteration 82Q: 3 clusters Score -9299498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -9299512.000000 Penalty: 3670.561279
	Iteration 83Q: 3 clusters Score -9299512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -9299518.000000 Penalty: 3670.561279
	Iteration 84Q: 3 clusters Score -9299518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -9299518.000000 Penalty: 3670.561279
	Iteration 85Q: 3 clusters Score -9299518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -9299508.000000 Penalty: 3670.561279
	Iteration 86Q: 3 clusters Score -9299508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -9299525.000000 Penalty: 3670.561279
	Iteration 87Q: 3 clusters Score -9299525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -9299521.000000 Penalty: 3670.561279
	Iteration 88Q: 3 clusters Score -9299521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -9299532.000000 Penalty: 3670.561279
	Iteration 89Q: 3 clusters Score -9299532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -9299520.000000 Penalty: 3670.561279
	Iteration 90Q: 3 clusters Score -9299520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -9299523.000000 Penalty: 3670.561279
	Iteration 91Q: 3 clusters Score -9299523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -9299525.000000 Penalty: 3670.561279
	Iteration 92Q: 3 clusters Score -9299525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -9299523.000000 Penalty: 3670.561279
	Iteration 93Q: 3 clusters Score -9299523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -9299523.000000 Penalty: 3670.561279
	Iteration 94F: 3 clusters Score -9299523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -111802.468750 Penalty: 1118.396118
	Iteration 0F: 2 clusters Score -111802.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110382.609375 Penalty: 2236.792236
	Iteration 0F: 3 clusters Score -110382.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110621.859375 Penalty: 2236.792236
	Iteration 1F: 3 clusters Score -110621.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -110694.906250 Penalty: 2236.792236
	Iteration 2F: 3 clusters Score -110694.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110725.625000 Penalty: 2236.792236
	Iteration 3Q: 3 clusters Score -110725.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110748.437500 Penalty: 2236.792236
	Iteration 4Q: 3 clusters Score -110748.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110756.820312 Penalty: 2236.792236
	Iteration 5Q: 3 clusters Score -110756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110764.328125 Penalty: 2236.792236
	Iteration 6Q: 3 clusters Score -110764.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110768.250000 Penalty: 2236.792236
	Iteration 7Q: 3 clusters Score -110768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -110774.195312 Penalty: 2236.792236
	Iteration 8Q: 3 clusters Score -110774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -110778.000000 Penalty: 2236.792236
	Iteration 9Q: 3 clusters Score -110778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110781.578125 Penalty: 2236.792236
	Iteration 10Q: 3 clusters Score -110781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110782.734375 Penalty: 2236.792236
	Iteration 11Q: 3 clusters Score -110782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110783.156250 Penalty: 2236.792236
	Iteration 12Q: 3 clusters Score -110783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110783.156250 Penalty: 2236.792236
	Iteration 13F: 3 clusters Score -110783.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Entering Unmasked Estep 
Score: -1320646.750000 Penalty: 1519.843262
	Iteration 0F: 2 clusters Score -1320647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1312390.875000 Penalty: 3039.686523
	Iteration 0F: 3 clusters Score -1312391 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1315161.500000 Penalty: 3039.686523
	Iteration 1F: 3 clusters Score -1315162 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1315430.125000 Penalty: 3039.686523
	Iteration 2F: 3 clusters Score -1315430 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1315675.000000 Penalty: 3039.686523
	Iteration 3Q: 3 clusters Score -1315675 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1315890.500000 Penalty: 3039.686523
	Iteration 4Q: 3 clusters Score -1315890 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1316113.125000 Penalty: 3039.686523
	Iteration 5Q: 3 clusters Score -1316113 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1316327.625000 Penalty: 3039.686523
	Iteration 6Q: 3 clusters Score -1316328 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1316554.250000 Penalty: 3039.686523
	Iteration 7Q: 3 clusters Score -1316554 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1316727.250000 Penalty: 3039.686523
	Iteration 8Q: 3 clusters Score -1316727 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1316883.500000 Penalty: 3039.686523
	Iteration 9Q: 3 clusters Score -1316884 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1317049.250000 Penalty: 3039.686523
	Iteration 10Q: 3 clusters Score -1317049 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1317241.125000 Penalty: 3039.686523
	Iteration 11Q: 3 clusters Score -1317241 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1317418.375000 Penalty: 3039.686523
	Iteration 12Q: 3 clusters Score -1317418 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1317586.625000 Penalty: 3039.686523
	Iteration 13Q: 3 clusters Score -1317587 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1317798.250000 Penalty: 3039.686523
	Iteration 14Q: 3 clusters Score -1317798 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1318031.750000 Penalty: 3039.686523
	Iteration 15Q: 3 clusters Score -1318032 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1318264.625000 Penalty: 3039.686523
	Iteration 16Q: 3 clusters Score -1318265 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1318472.875000 Penalty: 3039.686523
	Iteration 17Q: 3 clusters Score -1318473 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1318660.625000 Penalty: 3039.686523
	Iteration 18Q: 3 clusters Score -1318661 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1318840.625000 Penalty: 3039.686523
	Iteration 19Q: 3 clusters Score -1318841 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1319008.875000 Penalty: 3039.686523
	Iteration 20F: 3 clusters Score -1319009 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1319150.875000 Penalty: 3039.686523
	Iteration 21Q: 3 clusters Score -1319151 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1319245.500000 Penalty: 3039.686523
	Iteration 22Q: 3 clusters Score -1319246 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1319325.000000 Penalty: 3039.686523
	Iteration 23Q: 3 clusters Score -1319325 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1319377.875000 Penalty: 3039.686523
	Iteration 24Q: 3 clusters Score -1319378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1319414.375000 Penalty: 3039.686523
	Iteration 25Q: 3 clusters Score -1319414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1319449.250000 Penalty: 3039.686523
	Iteration 26Q: 3 clusters Score -1319449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1319464.875000 Penalty: 3039.686523
	Iteration 27Q: 3 clusters Score -1319465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1319470.625000 Penalty: 3039.686523
	Iteration 28Q: 3 clusters Score -1319471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1319475.625000 Penalty: 3039.686523
	Iteration 29Q: 3 clusters Score -1319476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1319483.375000 Penalty: 3039.686523
	Iteration 30Q: 3 clusters Score -1319483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1319490.000000 Penalty: 3039.686523
	Iteration 31Q: 3 clusters Score -1319490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1319494.875000 Penalty: 3039.686523
	Iteration 32Q: 3 clusters Score -1319495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1319498.375000 Penalty: 3039.686523
	Iteration 33Q: 3 clusters Score -1319498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1319503.750000 Penalty: 3039.686523
	Iteration 34Q: 3 clusters Score -1319504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1319506.000000 Penalty: 3039.686523
	Iteration 35Q: 3 clusters Score -1319506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1319507.750000 Penalty: 3039.686523
	Iteration 36Q: 3 clusters Score -1319508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1319509.500000 Penalty: 3039.686523
	Iteration 37Q: 3 clusters Score -1319510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1319509.250000 Penalty: 3039.686523
	Iteration 38Q: 3 clusters Score -1319509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1319512.250000 Penalty: 3039.686523
	Iteration 39Q: 3 clusters Score -1319512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1319512.250000 Penalty: 3039.686523
	Iteration 40F: 3 clusters Score -1319512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Entering Unmasked Estep 
Score: -618139.312500 Penalty: 1408.470093
	Iteration 0F: 2 clusters Score -618139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -613609.875000 Penalty: 2816.940186
	Iteration 0F: 3 clusters Score -613609.9 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -614950.250000 Penalty: 2816.940186
	Iteration 1F: 3 clusters Score -614950.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -615219.312500 Penalty: 2816.940186
	Iteration 2F: 3 clusters Score -615219.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -615446.125000 Penalty: 2816.940186
	Iteration 3F: 3 clusters Score -615446.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -615636.562500 Penalty: 2816.940186
	Iteration 4F: 3 clusters Score -615636.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -615798.125000 Penalty: 2816.940186
	Iteration 5Q: 3 clusters Score -615798.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -615946.375000 Penalty: 2816.940186
	Iteration 6Q: 3 clusters Score -615946.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -616076.937500 Penalty: 2816.940186
	Iteration 7Q: 3 clusters Score -616076.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -616223.375000 Penalty: 2816.940186
	Iteration 8Q: 3 clusters Score -616223.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -616375.937500 Penalty: 2816.940186
	Iteration 9Q: 3 clusters Score -616375.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -616522.875000 Penalty: 2816.940186
	Iteration 10Q: 3 clusters Score -616522.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -616641.000000 Penalty: 2816.940186
	Iteration 11Q: 3 clusters Score -616641 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -616737.750000 Penalty: 2816.940186
	Iteration 12Q: 3 clusters Score -616737.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -616793.750000 Penalty: 2816.940186
	Iteration 13Q: 3 clusters Score -616793.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -616837.125000 Penalty: 2816.940186
	Iteration 14Q: 3 clusters Score -616837.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -616878.812500 Penalty: 2816.940186
	Iteration 15Q: 3 clusters Score -616878.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -616916.062500 Penalty: 2816.940186
	Iteration 16Q: 3 clusters Score -616916.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -616954.000000 Penalty: 2816.940186
	Iteration 17Q: 3 clusters Score -616954 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -616988.187500 Penalty: 2816.940186
	Iteration 18Q: 3 clusters Score -616988.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -617024.687500 Penalty: 2816.940186
	Iteration 19Q: 3 clusters Score -617024.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -617059.437500 Penalty: 2816.940186
	Iteration 20F: 3 clusters Score -617059.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -617098.125000 Penalty: 2816.940186
	Iteration 21Q: 3 clusters Score -617098.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -617143.000000 Penalty: 2816.940186
	Iteration 22Q: 3 clusters Score -617143 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -617175.062500 Penalty: 2816.940186
	Iteration 23Q: 3 clusters Score -617175.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -617201.812500 Penalty: 2816.940186
	Iteration 24Q: 3 clusters Score -617201.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -617222.687500 Penalty: 2816.940186
	Iteration 25Q: 3 clusters Score -617222.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -617241.750000 Penalty: 2816.940186
	Iteration 26Q: 3 clusters Score -617241.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -617257.375000 Penalty: 2816.940186
	Iteration 27Q: 3 clusters Score -617257.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -617271.500000 Penalty: 2816.940186
	Iteration 28Q: 3 clusters Score -617271.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -617284.500000 Penalty: 2816.940186
	Iteration 29Q: 3 clusters Score -617284.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -617302.750000 Penalty: 2816.940186
	Iteration 30Q: 3 clusters Score -617302.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -617311.500000 Penalty: 2816.940186
	Iteration 31Q: 3 clusters Score -617311.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -617324.375000 Penalty: 2816.940186
	Iteration 32Q: 3 clusters Score -617324.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -617336.500000 Penalty: 2816.940186
	Iteration 33Q: 3 clusters Score -617336.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -617352.125000 Penalty: 2816.940186
	Iteration 34Q: 3 clusters Score -617352.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -617359.062500 Penalty: 2816.940186
	Iteration 35Q: 3 clusters Score -617359.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -617365.625000 Penalty: 2816.940186
	Iteration 36Q: 3 clusters Score -617365.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -617369.625000 Penalty: 2816.940186
	Iteration 37Q: 3 clusters Score -617369.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -617373.937500 Penalty: 2816.940186
	Iteration 38Q: 3 clusters Score -617373.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -617378.187500 Penalty: 2816.940186
	Iteration 39Q: 3 clusters Score -617378.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -617385.250000 Penalty: 2816.940186
	Iteration 40F: 3 clusters Score -617385.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -617389.812500 Penalty: 2816.940186
	Iteration 41Q: 3 clusters Score -617389.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -617395.750000 Penalty: 2816.940186
	Iteration 42Q: 3 clusters Score -617395.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -617402.750000 Penalty: 2816.940186
	Iteration 43Q: 3 clusters Score -617402.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -617408.875000 Penalty: 2816.940186
	Iteration 44Q: 3 clusters Score -617408.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -617413.125000 Penalty: 2816.940186
	Iteration 45Q: 3 clusters Score -617413.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -617416.937500 Penalty: 2816.940186
	Iteration 46Q: 3 clusters Score -617416.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -617420.875000 Penalty: 2816.940186
	Iteration 47Q: 3 clusters Score -617420.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -617426.625000 Penalty: 2816.940186
	Iteration 48Q: 3 clusters Score -617426.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -617434.312500 Penalty: 2816.940186
	Iteration 49Q: 3 clusters Score -617434.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -617447.125000 Penalty: 2816.940186
	Iteration 50Q: 3 clusters Score -617447.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -617458.437500 Penalty: 2816.940186
	Iteration 51Q: 3 clusters Score -617458.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -617470.375000 Penalty: 2816.940186
	Iteration 52Q: 3 clusters Score -617470.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -617486.562500 Penalty: 2816.940186
	Iteration 53Q: 3 clusters Score -617486.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -617498.750000 Penalty: 2816.940186
	Iteration 54Q: 3 clusters Score -617498.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -617507.000000 Penalty: 2816.940186
	Iteration 55Q: 3 clusters Score -617507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -617511.375000 Penalty: 2816.940186
	Iteration 56Q: 3 clusters Score -617511.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -617515.687500 Penalty: 2816.940186
	Iteration 57Q: 3 clusters Score -617515.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -617519.000000 Penalty: 2816.940186
	Iteration 58Q: 3 clusters Score -617519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -617525.125000 Penalty: 2816.940186
	Iteration 59Q: 3 clusters Score -617525.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -617528.500000 Penalty: 2816.940186
	Iteration 60F: 3 clusters Score -617528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -617530.812500 Penalty: 2816.940186
	Iteration 61Q: 3 clusters Score -617530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -617533.500000 Penalty: 2816.940186
	Iteration 62Q: 3 clusters Score -617533.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -617533.750000 Penalty: 2816.940186
	Iteration 63Q: 3 clusters Score -617533.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -617536.375000 Penalty: 2816.940186
	Iteration 64Q: 3 clusters Score -617536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -617535.750000 Penalty: 2816.940186
	Iteration 65Q: 3 clusters Score -617535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -617537.937500 Penalty: 2816.940186
	Iteration 66Q: 3 clusters Score -617537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -617539.562500 Penalty: 2816.940186
	Iteration 67Q: 3 clusters Score -617539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -617540.562500 Penalty: 2816.940186
	Iteration 68Q: 3 clusters Score -617540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -617540.562500 Penalty: 2816.940186
	Iteration 69F: 3 clusters Score -617540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 98954 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 34232 members 
Mstep: Class 5 contains 3692 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 74713 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 130826 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59473 members 
Mstep: Class 14 contains 14212 members 
Mstep: Class 15 contains 29102 members 
Mstep: Class 16 contains 93688 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 80900 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5256 members 
Mstep: Class 22 contains 80341 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11532 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218264.000000 Penalty: 55007.320312
Iteration 359Q: 26 clusters Score -8.621826e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 98169 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 34226 members 
Mstep: Class 5 contains 3696 members 
Mstep: Class 6 contains 5552 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 75246 members 
Mstep: Class 9 contains 2459 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 130823 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59491 members 
Mstep: Class 14 contains 14212 members 
Mstep: Class 15 contains 29101 members 
Mstep: Class 16 contains 93901 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 80997 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5252 members 
Mstep: Class 22 contains 80282 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11535 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218016.000000 Penalty: 55007.320312
Iteration 360F: 26 clusters Score -8.621802e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 97433 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 34230 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 75847 members 
Mstep: Class 9 contains 2459 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 130800 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59515 members 
Mstep: Class 14 contains 14210 members 
Mstep: Class 15 contains 29100 members 
Mstep: Class 16 contains 94063 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 81068 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5242 members 
Mstep: Class 22 contains 80199 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11534 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218104.000000 Penalty: 55007.320312
Iteration 361Q: 26 clusters Score -8.62181e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 96684 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 34234 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 76493 members 
Mstep: Class 9 contains 2458 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 130756 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59544 members 
Mstep: Class 14 contains 14203 members 
Mstep: Class 15 contains 29098 members 
Mstep: Class 16 contains 94199 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1975 members 
Mstep: Class 19 contains 81140 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 80131 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11531 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218280.000000 Penalty: 55007.320312
Iteration 362Q: 26 clusters Score -8.621828e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 95953 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 34239 members 
Mstep: Class 5 contains 3734 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 77226 members 
Mstep: Class 9 contains 2459 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 130705 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59562 members 
Mstep: Class 14 contains 14195 members 
Mstep: Class 15 contains 29091 members 
Mstep: Class 16 contains 94256 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 81193 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 80075 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11523 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218336.000000 Penalty: 55007.320312
Iteration 363Q: 26 clusters Score -8.621834e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 95250 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 34251 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 77974 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 130641 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59569 members 
Mstep: Class 14 contains 14186 members 
Mstep: Class 15 contains 29092 members 
Mstep: Class 16 contains 94322 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 81219 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 80013 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11520 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218624.000000 Penalty: 55007.320312
Iteration 364Q: 26 clusters Score -8.621862e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 94506 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 34253 members 
Mstep: Class 5 contains 3762 members 
Mstep: Class 6 contains 5556 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 78739 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 130605 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59571 members 
Mstep: Class 14 contains 14173 members 
Mstep: Class 15 contains 29089 members 
Mstep: Class 16 contains 94432 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 81216 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5173 members 
Mstep: Class 22 contains 79941 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11518 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218632.000000 Penalty: 55007.320312
Iteration 365Q: 26 clusters Score -8.621863e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 93826 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 34251 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 6 contains 5554 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 79538 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 11 contains 130558 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59574 members 
Mstep: Class 14 contains 14158 members 
Mstep: Class 15 contains 29087 members 
Mstep: Class 16 contains 94486 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 81192 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5149 members 
Mstep: Class 22 contains 79870 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11511 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219136.000000 Penalty: 55007.320312
Iteration 366Q: 26 clusters Score -8.621914e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 93173 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 34255 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 5550 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 80374 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 130506 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59589 members 
Mstep: Class 14 contains 14140 members 
Mstep: Class 15 contains 29081 members 
Mstep: Class 16 contains 94465 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 81198 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5120 members 
Mstep: Class 22 contains 79786 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11507 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219096.000000 Penalty: 55007.320312
Iteration 367Q: 26 clusters Score -8.62191e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 92527 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 34252 members 
Mstep: Class 5 contains 3797 members 
Mstep: Class 6 contains 5550 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 81233 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 3652 members 
Mstep: Class 11 contains 130459 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59615 members 
Mstep: Class 14 contains 14112 members 
Mstep: Class 15 contains 29070 members 
Mstep: Class 16 contains 94396 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 81221 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5098 members 
Mstep: Class 22 contains 79705 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11500 members 
Mstep: Class 25 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219320.000000 Penalty: 55007.320312
Iteration 368Q: 26 clusters Score -8.621932e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 91944 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 34240 members 
Mstep: Class 5 contains 3775 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 82158 members 
Mstep: Class 9 contains 2470 members 
Mstep: Class 10 contains 3652 members 
Mstep: Class 11 contains 130408 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59660 members 
Mstep: Class 14 contains 14082 members 
Mstep: Class 15 contains 29062 members 
Mstep: Class 16 contains 94243 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 81256 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5078 members 
Mstep: Class 22 contains 79580 members 
Mstep: Class 23 contains 974 members 
Mstep: Class 24 contains 11498 members 
Mstep: Class 25 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219512.000000 Penalty: 55007.320312
Iteration 369Q: 26 clusters Score -8.621951e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 91402 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 34237 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 83014 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 3653 members 
Mstep: Class 11 contains 130345 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59719 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 29055 members 
Mstep: Class 16 contains 94078 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 81296 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5068 members 
Mstep: Class 22 contains 79452 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 11494 members 
Mstep: Class 25 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219664.000000 Penalty: 55007.320312
Iteration 370Q: 26 clusters Score -8.621966e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 90868 members 
Mstep: Class 3 contains 4125 members 
Mstep: Class 4 contains 34227 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 83892 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 3652 members 
Mstep: Class 11 contains 130315 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59761 members 
Mstep: Class 14 contains 14024 members 
Mstep: Class 15 contains 29046 members 
Mstep: Class 16 contains 93852 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 81373 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5063 members 
Mstep: Class 22 contains 79318 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 11487 members 
Mstep: Class 25 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219336.000000 Penalty: 55007.320312
Iteration 371Q: 26 clusters Score -8.621934e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 90401 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 34220 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 84752 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 130328 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59794 members 
Mstep: Class 14 contains 14008 members 
Mstep: Class 15 contains 29047 members 
Mstep: Class 16 contains 93573 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 81428 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5071 members 
Mstep: Class 22 contains 79168 members 
Mstep: Class 23 contains 972 members 
Mstep: Class 24 contains 11486 members 
Mstep: Class 25 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219432.000000 Penalty: 55007.320312
Iteration 372Q: 26 clusters Score -8.621943e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 89920 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 34222 members 
Mstep: Class 5 contains 3634 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 85606 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 11 contains 130330 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59827 members 
Mstep: Class 14 contains 13979 members 
Mstep: Class 15 contains 29039 members 
Mstep: Class 16 contains 93320 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 81469 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5080 members 
Mstep: Class 22 contains 79027 members 
Mstep: Class 23 contains 973 members 
Mstep: Class 24 contains 11481 members 
Mstep: Class 25 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219720.000000 Penalty: 55007.320312
Iteration 373Q: 26 clusters Score -8.621972e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 89459 members 
Mstep: Class 3 contains 4118 members 
Mstep: Class 4 contains 34208 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 5557 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 86388 members 
Mstep: Class 9 contains 2488 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 130360 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59863 members 
Mstep: Class 14 contains 13955 members 
Mstep: Class 15 contains 29027 members 
Mstep: Class 16 contains 93101 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1971 members 
Mstep: Class 19 contains 81526 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 21 contains 5107 members 
Mstep: Class 22 contains 78856 members 
Mstep: Class 23 contains 974 members 
Mstep: Class 24 contains 11476 members 
Mstep: Class 25 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219704.000000 Penalty: 55007.320312
Iteration 374Q: 26 clusters Score -8.62197e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 89048 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 34193 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 5564 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87078 members 
Mstep: Class 9 contains 2492 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 130422 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59900 members 
Mstep: Class 14 contains 13938 members 
Mstep: Class 15 contains 29018 members 
Mstep: Class 16 contains 92866 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 81583 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5113 members 
Mstep: Class 22 contains 78712 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11475 members 
Mstep: Class 25 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219752.000000 Penalty: 55007.320312
Iteration 375Q: 26 clusters Score -8.621975e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 88684 members 
Mstep: Class 3 contains 4112 members 
Mstep: Class 4 contains 34183 members 
Mstep: Class 5 contains 3525 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87734 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 130499 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 59949 members 
Mstep: Class 14 contains 13913 members 
Mstep: Class 15 contains 29012 members 
Mstep: Class 16 contains 92648 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 81614 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5114 members 
Mstep: Class 22 contains 78550 members 
Mstep: Class 23 contains 974 members 
Mstep: Class 24 contains 11476 members 
Mstep: Class 25 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219872.000000 Penalty: 55007.320312
Iteration 376Q: 26 clusters Score -8.621987e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 88361 members 
Mstep: Class 3 contains 4110 members 
Mstep: Class 4 contains 34180 members 
Mstep: Class 5 contains 3500 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88383 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 130553 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60007 members 
Mstep: Class 14 contains 13892 members 
Mstep: Class 15 contains 29011 members 
Mstep: Class 16 contains 92419 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 81610 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5113 members 
Mstep: Class 22 contains 78389 members 
Mstep: Class 23 contains 974 members 
Mstep: Class 24 contains 11477 members 
Mstep: Class 25 contains 5814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86220152.000000 Penalty: 55007.320312
Iteration 377Q: 26 clusters Score -8.622015e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 88093 members 
Mstep: Class 3 contains 4111 members 
Mstep: Class 4 contains 34179 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88993 members 
Mstep: Class 9 contains 2504 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 130594 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60058 members 
Mstep: Class 14 contains 13862 members 
Mstep: Class 15 contains 29007 members 
Mstep: Class 16 contains 92190 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 81601 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5113 members 
Mstep: Class 22 contains 78235 members 
Mstep: Class 23 contains 974 members 
Mstep: Class 24 contains 11477 members 
Mstep: Class 25 contains 5815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86220184.000000 Penalty: 55007.320312
Iteration 378Q: 26 clusters Score -8.622018e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 87849 members 
Mstep: Class 3 contains 4110 members 
Mstep: Class 4 contains 34188 members 
Mstep: Class 5 contains 3455 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89569 members 
Mstep: Class 9 contains 2509 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 130638 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60090 members 
Mstep: Class 14 contains 13838 members 
Mstep: Class 15 contains 28999 members 
Mstep: Class 16 contains 92017 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 81571 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5103 members 
Mstep: Class 22 contains 78068 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11480 members 
Mstep: Class 25 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86220024.000000 Penalty: 55007.320312
Iteration 379Q: 26 clusters Score -8.622002e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 87574 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 34178 members 
Mstep: Class 5 contains 3439 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 90029 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 130671 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60127 members 
Mstep: Class 14 contains 13813 members 
Mstep: Class 15 contains 29000 members 
Mstep: Class 16 contains 91940 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 81550 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5106 members 
Mstep: Class 22 contains 77943 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11478 members 
Mstep: Class 25 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219920.000000 Penalty: 55007.320312
Iteration 380F: 26 clusters Score -8.621992e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 87353 members 
Mstep: Class 3 contains 4106 members 
Mstep: Class 4 contains 34184 members 
Mstep: Class 5 contains 3419 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 90395 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 130705 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60177 members 
Mstep: Class 14 contains 13791 members 
Mstep: Class 15 contains 28995 members 
Mstep: Class 16 contains 91857 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 81517 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5115 members 
Mstep: Class 22 contains 77851 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11477 members 
Mstep: Class 25 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219928.000000 Penalty: 55007.320312
Iteration 381Q: 26 clusters Score -8.621993e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 87168 members 
Mstep: Class 3 contains 4107 members 
Mstep: Class 4 contains 34185 members 
Mstep: Class 5 contains 3391 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 90759 members 
Mstep: Class 9 contains 2514 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 130756 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60209 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 16 contains 91736 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 81498 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5115 members 
Mstep: Class 22 contains 77757 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11478 members 
Mstep: Class 25 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219832.000000 Penalty: 55007.320312
Iteration 382Q: 26 clusters Score -8.621983e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 86992 members 
Mstep: Class 3 contains 4106 members 
Mstep: Class 4 contains 34200 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91019 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 11 contains 130814 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60244 members 
Mstep: Class 14 contains 13772 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 91655 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 81476 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5128 members 
Mstep: Class 22 contains 77685 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11482 members 
Mstep: Class 25 contains 5818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219992.000000 Penalty: 55007.320312
Iteration 383Q: 26 clusters Score -8.621999e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 86845 members 
Mstep: Class 3 contains 4105 members 
Mstep: Class 4 contains 34199 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91252 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 130821 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60275 members 
Mstep: Class 14 contains 13762 members 
Mstep: Class 15 contains 28979 members 
Mstep: Class 16 contains 91631 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 81458 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5138 members 
Mstep: Class 22 contains 77620 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11487 members 
Mstep: Class 25 contains 5819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219976.000000 Penalty: 55007.320312
Iteration 384Q: 26 clusters Score -8.621998e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 86707 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 34189 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 5564 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91447 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 130843 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60305 members 
Mstep: Class 14 contains 13761 members 
Mstep: Class 15 contains 28974 members 
Mstep: Class 16 contains 91611 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 81441 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5144 members 
Mstep: Class 22 contains 77572 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11485 members 
Mstep: Class 25 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86220040.000000 Penalty: 55007.320312
Iteration 385Q: 26 clusters Score -8.622004e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 86561 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 34184 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91590 members 
Mstep: Class 9 contains 2513 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 130858 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60347 members 
Mstep: Class 14 contains 13765 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 16 contains 91635 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1966 members 
Mstep: Class 19 contains 81418 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5154 members 
Mstep: Class 22 contains 77516 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11480 members 
Mstep: Class 25 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219944.000000 Penalty: 55007.320312
Iteration 386Q: 26 clusters Score -8.621994e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 86453 members 
Mstep: Class 3 contains 4101 members 
Mstep: Class 4 contains 34175 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91719 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 130865 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60378 members 
Mstep: Class 14 contains 13763 members 
Mstep: Class 15 contains 28981 members 
Mstep: Class 16 contains 91674 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 81376 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5153 members 
Mstep: Class 22 contains 77477 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11479 members 
Mstep: Class 25 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219856.000000 Penalty: 55007.320312
Iteration 387Q: 26 clusters Score -8.621986e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 86354 members 
Mstep: Class 3 contains 4104 members 
Mstep: Class 4 contains 34163 members 
Mstep: Class 5 contains 3270 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91809 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 130890 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60424 members 
Mstep: Class 14 contains 13759 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 16 contains 91732 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 81336 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5157 members 
Mstep: Class 22 contains 77418 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11481 members 
Mstep: Class 25 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219816.000000 Penalty: 55007.320312
Iteration 388Q: 26 clusters Score -8.621982e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 86277 members 
Mstep: Class 3 contains 4104 members 
Mstep: Class 4 contains 34164 members 
Mstep: Class 5 contains 3249 members 
Mstep: Class 6 contains 5575 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91863 members 
Mstep: Class 9 contains 2525 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 130883 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60463 members 
Mstep: Class 14 contains 13748 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 91816 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1964 members 
Mstep: Class 19 contains 81293 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5159 members 
Mstep: Class 22 contains 77392 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11480 members 
Mstep: Class 25 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219728.000000 Penalty: 55007.320312
Iteration 389Q: 26 clusters Score -8.621973e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 86218 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 34170 members 
Mstep: Class 5 contains 3236 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91920 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 130872 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60487 members 
Mstep: Class 14 contains 13746 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 16 contains 91880 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 81239 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5161 members 
Mstep: Class 22 contains 77372 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11481 members 
Mstep: Class 25 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219712.000000 Penalty: 55007.320312
Iteration 390Q: 26 clusters Score -8.621971e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 86196 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 34170 members 
Mstep: Class 5 contains 3223 members 
Mstep: Class 6 contains 5577 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91959 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 130888 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60513 members 
Mstep: Class 14 contains 13746 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 91924 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 81185 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5161 members 
Mstep: Class 22 contains 77339 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11482 members 
Mstep: Class 25 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219600.000000 Penalty: 55007.320312
Iteration 391Q: 26 clusters Score -8.62196e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 86136 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34179 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91978 members 
Mstep: Class 9 contains 2530 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 130908 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60532 members 
Mstep: Class 14 contains 13747 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 16 contains 92001 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 81156 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5162 members 
Mstep: Class 22 contains 77305 members 
Mstep: Class 23 contains 975 members 
Mstep: Class 24 contains 11484 members 
Mstep: Class 25 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219584.000000 Penalty: 55007.320312
Iteration 392Q: 26 clusters Score -8.621958e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 86130 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34184 members 
Mstep: Class 5 contains 3196 members 
Mstep: Class 6 contains 5575 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91971 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 130944 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60555 members 
Mstep: Class 14 contains 13741 members 
Mstep: Class 15 contains 28951 members 
Mstep: Class 16 contains 92054 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 81103 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5166 members 
Mstep: Class 22 contains 77264 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11483 members 
Mstep: Class 25 contains 5827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219688.000000 Penalty: 55007.320312
Iteration 393Q: 26 clusters Score -8.621969e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 86140 members 
Mstep: Class 3 contains 4099 members 
Mstep: Class 4 contains 34193 members 
Mstep: Class 5 contains 3186 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91909 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 130952 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60573 members 
Mstep: Class 14 contains 13733 members 
Mstep: Class 15 contains 28950 members 
Mstep: Class 16 contains 92145 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 81055 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5170 members 
Mstep: Class 22 contains 77231 members 
Mstep: Class 23 contains 976 members 
Mstep: Class 24 contains 11486 members 
Mstep: Class 25 contains 5829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219528.000000 Penalty: 55007.320312
Iteration 394Q: 26 clusters Score -8.621953e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 86149 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34195 members 
Mstep: Class 5 contains 3177 members 
Mstep: Class 6 contains 5579 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91830 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 130971 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60585 members 
Mstep: Class 14 contains 13728 members 
Mstep: Class 15 contains 28950 members 
Mstep: Class 16 contains 92250 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 81008 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5176 members 
Mstep: Class 22 contains 77209 members 
Mstep: Class 23 contains 977 members 
Mstep: Class 24 contains 11484 members 
Mstep: Class 25 contains 5830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219400.000000 Penalty: 55007.320312
Iteration 395Q: 26 clusters Score -8.62194e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 86170 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34190 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 5575 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91687 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 130990 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60592 members 
Mstep: Class 14 contains 13721 members 
Mstep: Class 15 contains 28953 members 
Mstep: Class 16 contains 92389 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 80978 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5182 members 
Mstep: Class 22 contains 77202 members 
Mstep: Class 23 contains 979 members 
Mstep: Class 24 contains 11480 members 
Mstep: Class 25 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219432.000000 Penalty: 55007.320312
Iteration 396Q: 26 clusters Score -8.621943e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 86214 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34190 members 
Mstep: Class 5 contains 3148 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91517 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 3635 members 
Mstep: Class 11 contains 131017 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60598 members 
Mstep: Class 14 contains 13726 members 
Mstep: Class 15 contains 28951 members 
Mstep: Class 16 contains 92553 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 80938 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5187 members 
Mstep: Class 22 contains 77179 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11479 members 
Mstep: Class 25 contains 5833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219448.000000 Penalty: 55007.320312
Iteration 397Q: 26 clusters Score -8.621945e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 86260 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 34186 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91329 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 131029 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60608 members 
Mstep: Class 14 contains 13727 members 
Mstep: Class 15 contains 28953 members 
Mstep: Class 16 contains 92746 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 80902 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5185 members 
Mstep: Class 22 contains 77148 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11477 members 
Mstep: Class 25 contains 5833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219728.000000 Penalty: 55007.320312
Iteration 398Q: 26 clusters Score -8.621973e+07 nChanged 936
Entering ConstructFrom: 
Score: -86219728.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (17043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Entering Unmasked Estep 
Score: -1978887.250000 Penalty: 1583.317993
	Iteration 0F: 2 clusters Score -1978887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1967206.750000 Penalty: 3166.635986
	Iteration 0F: 3 clusters Score -1967207 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1971255.750000 Penalty: 3166.635986
	Iteration 1F: 3 clusters Score -1971256 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1971598.500000 Penalty: 3166.635986
	Iteration 2F: 3 clusters Score -1971598 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1971899.750000 Penalty: 3166.635986
	Iteration 3Q: 3 clusters Score -1971900 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1972195.875000 Penalty: 3166.635986
	Iteration 4Q: 3 clusters Score -1972196 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1972519.250000 Penalty: 3166.635986
	Iteration 5Q: 3 clusters Score -1972519 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1972893.750000 Penalty: 3166.635986
	Iteration 6Q: 3 clusters Score -1972894 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1973378.625000 Penalty: 3166.635986
	Iteration 7Q: 3 clusters Score -1973379 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1973913.000000 Penalty: 3166.635986
	Iteration 8Q: 3 clusters Score -1973913 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1974494.875000 Penalty: 3166.635986
	Iteration 9Q: 3 clusters Score -1974495 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1975059.375000 Penalty: 3166.635986
	Iteration 10Q: 3 clusters Score -1975059 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1975528.625000 Penalty: 3166.635986
	Iteration 11Q: 3 clusters Score -1975529 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1975804.375000 Penalty: 3166.635986
	Iteration 12Q: 3 clusters Score -1975804 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1975957.500000 Penalty: 3166.635986
	Iteration 13Q: 3 clusters Score -1975958 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1976069.625000 Penalty: 3166.635986
	Iteration 14Q: 3 clusters Score -1976070 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1976152.250000 Penalty: 3166.635986
	Iteration 15Q: 3 clusters Score -1976152 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1976228.250000 Penalty: 3166.635986
	Iteration 16Q: 3 clusters Score -1976228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1976300.500000 Penalty: 3166.635986
	Iteration 17Q: 3 clusters Score -1976300 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1976364.250000 Penalty: 3166.635986
	Iteration 18Q: 3 clusters Score -1976364 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1976432.250000 Penalty: 3166.635986
	Iteration 19Q: 3 clusters Score -1976432 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1976483.000000 Penalty: 3166.635986
	Iteration 20F: 3 clusters Score -1976483 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1976544.625000 Penalty: 3166.635986
	Iteration 21Q: 3 clusters Score -1976545 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1976608.625000 Penalty: 3166.635986
	Iteration 22Q: 3 clusters Score -1976609 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1976680.125000 Penalty: 3166.635986
	Iteration 23Q: 3 clusters Score -1976680 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1976757.125000 Penalty: 3166.635986
	Iteration 24Q: 3 clusters Score -1976757 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1976845.500000 Penalty: 3166.635986
	Iteration 25Q: 3 clusters Score -1976846 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1976928.000000 Penalty: 3166.635986
	Iteration 26Q: 3 clusters Score -1976928 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1976997.250000 Penalty: 3166.635986
	Iteration 27Q: 3 clusters Score -1976997 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1977075.500000 Penalty: 3166.635986
	Iteration 28Q: 3 clusters Score -1977076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1977155.625000 Penalty: 3166.635986
	Iteration 29Q: 3 clusters Score -1977156 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1977249.000000 Penalty: 3166.635986
	Iteration 30Q: 3 clusters Score -1977249 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1977304.375000 Penalty: 3166.635986
	Iteration 31Q: 3 clusters Score -1977304 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1977344.375000 Penalty: 3166.635986
	Iteration 32Q: 3 clusters Score -1977344 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1977369.500000 Penalty: 3166.635986
	Iteration 33Q: 3 clusters Score -1977370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1977386.000000 Penalty: 3166.635986
	Iteration 34Q: 3 clusters Score -1977386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1977400.250000 Penalty: 3166.635986
	Iteration 35Q: 3 clusters Score -1977400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1977406.250000 Penalty: 3166.635986
	Iteration 36Q: 3 clusters Score -1977406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1977408.750000 Penalty: 3166.635986
	Iteration 37Q: 3 clusters Score -1977409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1977413.875000 Penalty: 3166.635986
	Iteration 38Q: 3 clusters Score -1977414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1977417.000000 Penalty: 3166.635986
	Iteration 39Q: 3 clusters Score -1977417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1977421.250000 Penalty: 3166.635986
	Iteration 40F: 3 clusters Score -1977421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1977425.250000 Penalty: 3166.635986
	Iteration 41Q: 3 clusters Score -1977425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1977425.875000 Penalty: 3166.635986
	Iteration 42Q: 3 clusters Score -1977426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1977433.375000 Penalty: 3166.635986
	Iteration 43Q: 3 clusters Score -1977433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1977437.375000 Penalty: 3166.635986
	Iteration 44Q: 3 clusters Score -1977437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1977438.250000 Penalty: 3166.635986
	Iteration 45Q: 3 clusters Score -1977438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1977439.875000 Penalty: 3166.635986
	Iteration 46Q: 3 clusters Score -1977440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1977440.625000 Penalty: 3166.635986
	Iteration 47Q: 3 clusters Score -1977441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1977445.750000 Penalty: 3166.635986
	Iteration 48Q: 3 clusters Score -1977446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1977449.750000 Penalty: 3166.635986
	Iteration 49Q: 3 clusters Score -1977450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1977448.500000 Penalty: 3166.635986
	Iteration 50Q: 3 clusters Score -1977448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1977449.000000 Penalty: 3166.635986
	Iteration 51Q: 3 clusters Score -1977449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1977448.125000 Penalty: 3166.635986
	Iteration 52Q: 3 clusters Score -1977448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1977450.625000 Penalty: 3166.635986
	Iteration 53Q: 3 clusters Score -1977451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1977449.250000 Penalty: 3166.635986
	Iteration 54Q: 3 clusters Score -1977449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1977449.875000 Penalty: 3166.635986
	Iteration 55Q: 3 clusters Score -1977450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1977451.875000 Penalty: 3166.635986
	Iteration 56Q: 3 clusters Score -1977452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1977450.375000 Penalty: 3166.635986
	Iteration 57Q: 3 clusters Score -1977450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1977451.375000 Penalty: 3166.635986
	Iteration 58Q: 3 clusters Score -1977451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1977451.375000 Penalty: 3166.635986
	Iteration 59F: 3 clusters Score -1977451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Entering Unmasked Estep 
Score: -10139291.000000 Penalty: 1847.005371
	Iteration 0F: 2 clusters Score -1.013929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -10082163.000000 Penalty: 3694.010742
	Iteration 0F: 3 clusters Score -1.008216e+07 nChanged 41251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -10105681.000000 Penalty: 3694.010742
	Iteration 1F: 3 clusters Score -1.010568e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -10106265.000000 Penalty: 3694.010742
	Iteration 2Q: 3 clusters Score -1.010626e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -10106828.000000 Penalty: 3694.010742
	Iteration 3Q: 3 clusters Score -1.010683e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -10107545.000000 Penalty: 3694.010742
	Iteration 4Q: 3 clusters Score -1.010754e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -10108453.000000 Penalty: 3694.010742
	Iteration 5Q: 3 clusters Score -1.010845e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -10109843.000000 Penalty: 3694.010742
	Iteration 6Q: 3 clusters Score -1.010984e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -10112062.000000 Penalty: 3694.010742
	Iteration 7F: 3 clusters Score -1.011206e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -10115629.000000 Penalty: 3694.010742
	Iteration 8F: 3 clusters Score -1.011563e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -10120564.000000 Penalty: 3694.010742
	Iteration 9F: 3 clusters Score -1.012056e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -10125764.000000 Penalty: 3694.010742
	Iteration 10F: 3 clusters Score -1.012576e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -10129806.000000 Penalty: 3694.010742
	Iteration 11F: 3 clusters Score -1.012981e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -10132538.000000 Penalty: 3694.010742
	Iteration 12Q: 3 clusters Score -1.013254e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -10134217.000000 Penalty: 3694.010742
	Iteration 13Q: 3 clusters Score -1.013422e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -10135300.000000 Penalty: 3694.010742
	Iteration 14Q: 3 clusters Score -1.01353e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 82785 members 
Entering Unmasked Estep 
Score: -10136059.000000 Penalty: 3694.010742
	Iteration 15Q: 3 clusters Score -1.013606e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -10136489.000000 Penalty: 3694.010742
	Iteration 16Q: 3 clusters Score -1.013649e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 83879 members 
Entering Unmasked Estep 
Score: -10136796.000000 Penalty: 3694.010742
	Iteration 17Q: 3 clusters Score -1.01368e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -10137045.000000 Penalty: 3694.010742
	Iteration 18Q: 3 clusters Score -1.013704e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 84478 members 
Entering Unmasked Estep 
Score: -10137209.000000 Penalty: 3694.010742
	Iteration 19Q: 3 clusters Score -1.013721e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 84652 members 
Entering Unmasked Estep 
Score: -10137316.000000 Penalty: 3694.010742
	Iteration 20F: 3 clusters Score -1.013732e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -10137423.000000 Penalty: 3694.010742
	Iteration 21Q: 3 clusters Score -1.013742e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -10137496.000000 Penalty: 3694.010742
	Iteration 22Q: 3 clusters Score -1.01375e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -10137559.000000 Penalty: 3694.010742
	Iteration 23Q: 3 clusters Score -1.013756e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 85120 members 
Entering Unmasked Estep 
Score: -10137597.000000 Penalty: 3694.010742
	Iteration 24Q: 3 clusters Score -1.01376e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -10137640.000000 Penalty: 3694.010742
	Iteration 25Q: 3 clusters Score -1.013764e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -10137665.000000 Penalty: 3694.010742
	Iteration 26Q: 3 clusters Score -1.013766e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -10137681.000000 Penalty: 3694.010742
	Iteration 27Q: 3 clusters Score -1.013768e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -10137695.000000 Penalty: 3694.010742
	Iteration 28Q: 3 clusters Score -1.01377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -10137695.000000 Penalty: 3694.010742
	Iteration 29Q: 3 clusters Score -1.01377e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 85352 members 
Entering Unmasked Estep 
Score: -10137717.000000 Penalty: 3694.010742
	Iteration 30Q: 3 clusters Score -1.013772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -10137740.000000 Penalty: 3694.010742
	Iteration 31Q: 3 clusters Score -1.013774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -10137744.000000 Penalty: 3694.010742
	Iteration 32Q: 3 clusters Score -1.013774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -10137771.000000 Penalty: 3694.010742
	Iteration 33Q: 3 clusters Score -1.013777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -10137776.000000 Penalty: 3694.010742
	Iteration 34Q: 3 clusters Score -1.013778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 85473 members 
Entering Unmasked Estep 
Score: -10137771.000000 Penalty: 3694.010742
	Iteration 35Q: 3 clusters Score -1.013777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 85494 members 
Entering Unmasked Estep 
Score: -10137792.000000 Penalty: 3694.010742
	Iteration 36Q: 3 clusters Score -1.013779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -10137790.000000 Penalty: 3694.010742
	Iteration 37Q: 3 clusters Score -1.013779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -10137795.000000 Penalty: 3694.010742
	Iteration 38Q: 3 clusters Score -1.01378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -10137798.000000 Penalty: 3694.010742
	Iteration 39Q: 3 clusters Score -1.01378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -10137795.000000 Penalty: 3694.010742
	Iteration 40F: 3 clusters Score -1.01378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -10137803.000000 Penalty: 3694.010742
	Iteration 41Q: 3 clusters Score -1.01378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 85540 members 
Entering Unmasked Estep 
Score: -10137792.000000 Penalty: 3694.010742
	Iteration 42Q: 3 clusters Score -1.013779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -10137802.000000 Penalty: 3694.010742
	Iteration 43Q: 3 clusters Score -1.01378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -10137801.000000 Penalty: 3694.010742
	Iteration 44Q: 3 clusters Score -1.01378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 85549 members 
Entering Unmasked Estep 
Score: -10137794.000000 Penalty: 3694.010742
	Iteration 45Q: 3 clusters Score -1.013779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -10137799.000000 Penalty: 3694.010742
	Iteration 46Q: 3 clusters Score -1.01378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 85554 members 
Entering Unmasked Estep 
Score: -10137803.000000 Penalty: 3694.010742
	Iteration 47Q: 3 clusters Score -1.01378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
Score: -10137796.000000 Penalty: 3694.010742
	Iteration 48Q: 3 clusters Score -1.01378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -10137797.000000 Penalty: 3694.010742
	Iteration 49Q: 3 clusters Score -1.01378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -10137797.000000 Penalty: 3694.010742
	Iteration 50F: 3 clusters Score -1.01378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -477704.437500 Penalty: 1351.716309
	Iteration 0F: 2 clusters Score -477704.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -474317.750000 Penalty: 2703.432617
	Iteration 0F: 3 clusters Score -474317.8 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -475169.937500 Penalty: 2703.432617
	Iteration 1F: 3 clusters Score -475169.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -475331.656250 Penalty: 2703.432617
	Iteration 2F: 3 clusters Score -475331.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -475414.281250 Penalty: 2703.432617
	Iteration 3Q: 3 clusters Score -475414.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -475478.062500 Penalty: 2703.432617
	Iteration 4Q: 3 clusters Score -475478.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -475528.656250 Penalty: 2703.432617
	Iteration 5Q: 3 clusters Score -475528.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -475568.312500 Penalty: 2703.432617
	Iteration 6Q: 3 clusters Score -475568.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -475601.625000 Penalty: 2703.432617
	Iteration 7Q: 3 clusters Score -475601.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -475634.125000 Penalty: 2703.432617
	Iteration 8Q: 3 clusters Score -475634.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -475671.875000 Penalty: 2703.432617
	Iteration 9Q: 3 clusters Score -475671.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -475707.156250 Penalty: 2703.432617
	Iteration 10Q: 3 clusters Score -475707.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -475734.406250 Penalty: 2703.432617
	Iteration 11Q: 3 clusters Score -475734.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -475759.031250 Penalty: 2703.432617
	Iteration 12Q: 3 clusters Score -475759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -475780.500000 Penalty: 2703.432617
	Iteration 13Q: 3 clusters Score -475780.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -475800.281250 Penalty: 2703.432617
	Iteration 14Q: 3 clusters Score -475800.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -475823.312500 Penalty: 2703.432617
	Iteration 15Q: 3 clusters Score -475823.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -475852.281250 Penalty: 2703.432617
	Iteration 16Q: 3 clusters Score -475852.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -475882.437500 Penalty: 2703.432617
	Iteration 17Q: 3 clusters Score -475882.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -475911.500000 Penalty: 2703.432617
	Iteration 18Q: 3 clusters Score -475911.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -475939.718750 Penalty: 2703.432617
	Iteration 19Q: 3 clusters Score -475939.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -475972.187500 Penalty: 2703.432617
	Iteration 20F: 3 clusters Score -475972.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -476004.343750 Penalty: 2703.432617
	Iteration 21Q: 3 clusters Score -476004.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -476044.343750 Penalty: 2703.432617
	Iteration 22Q: 3 clusters Score -476044.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -476083.468750 Penalty: 2703.432617
	Iteration 23Q: 3 clusters Score -476083.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -476118.062500 Penalty: 2703.432617
	Iteration 24Q: 3 clusters Score -476118.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -476152.406250 Penalty: 2703.432617
	Iteration 25Q: 3 clusters Score -476152.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -476196.125000 Penalty: 2703.432617
	Iteration 26Q: 3 clusters Score -476196.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -476244.875000 Penalty: 2703.432617
	Iteration 27Q: 3 clusters Score -476244.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -476297.031250 Penalty: 2703.432617
	Iteration 28Q: 3 clusters Score -476297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -476332.906250 Penalty: 2703.432617
	Iteration 29Q: 3 clusters Score -476332.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -476367.625000 Penalty: 2703.432617
	Iteration 30Q: 3 clusters Score -476367.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -476394.437500 Penalty: 2703.432617
	Iteration 31Q: 3 clusters Score -476394.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -476421.625000 Penalty: 2703.432617
	Iteration 32Q: 3 clusters Score -476421.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -476436.781250 Penalty: 2703.432617
	Iteration 33Q: 3 clusters Score -476436.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -476447.875000 Penalty: 2703.432617
	Iteration 34Q: 3 clusters Score -476447.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -476454.750000 Penalty: 2703.432617
	Iteration 35Q: 3 clusters Score -476454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -476459.218750 Penalty: 2703.432617
	Iteration 36Q: 3 clusters Score -476459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -476460.562500 Penalty: 2703.432617
	Iteration 37Q: 3 clusters Score -476460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -476463.812500 Penalty: 2703.432617
	Iteration 38Q: 3 clusters Score -476463.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -476466.531250 Penalty: 2703.432617
	Iteration 39Q: 3 clusters Score -476466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -476467.906250 Penalty: 2703.432617
	Iteration 40F: 3 clusters Score -476467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -476469.031250 Penalty: 2703.432617
	Iteration 41Q: 3 clusters Score -476469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -476472.843750 Penalty: 2703.432617
	Iteration 42Q: 3 clusters Score -476472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -476476.125000 Penalty: 2703.432617
	Iteration 43Q: 3 clusters Score -476476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -476478.593750 Penalty: 2703.432617
	Iteration 44Q: 3 clusters Score -476478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -476480.656250 Penalty: 2703.432617
	Iteration 45Q: 3 clusters Score -476480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -476481.312500 Penalty: 2703.432617
	Iteration 46Q: 3 clusters Score -476481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -476481.312500 Penalty: 2703.432617
	Iteration 47F: 3 clusters Score -476481.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Entering Unmasked Estep 
Score: -3967170.750000 Penalty: 1696.373291
	Iteration 0F: 2 clusters Score -3967171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3944330.000000 Penalty: 3392.746582
	Iteration 0F: 3 clusters Score -3944330 nChanged 15767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -3953234.750000 Penalty: 3392.746582
	Iteration 1F: 3 clusters Score -3953235 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3953747.750000 Penalty: 3392.746582
	Iteration 2Q: 3 clusters Score -3953748 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3954326.750000 Penalty: 3392.746582
	Iteration 3Q: 3 clusters Score -3954327 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3954979.500000 Penalty: 3392.746582
	Iteration 4Q: 3 clusters Score -3954980 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3955722.750000 Penalty: 3392.746582
	Iteration 5Q: 3 clusters Score -3955723 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3956730.750000 Penalty: 3392.746582
	Iteration 6Q: 3 clusters Score -3956731 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3957906.000000 Penalty: 3392.746582
	Iteration 7F: 3 clusters Score -3957906 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3959061.750000 Penalty: 3392.746582
	Iteration 8F: 3 clusters Score -3959062 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3959922.750000 Penalty: 3392.746582
	Iteration 9Q: 3 clusters Score -3959923 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3960324.000000 Penalty: 3392.746582
	Iteration 10Q: 3 clusters Score -3960324 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -3960500.500000 Penalty: 3392.746582
	Iteration 11Q: 3 clusters Score -3960500 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3960601.500000 Penalty: 3392.746582
	Iteration 12Q: 3 clusters Score -3960602 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3960700.250000 Penalty: 3392.746582
	Iteration 13Q: 3 clusters Score -3960700 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3960760.500000 Penalty: 3392.746582
	Iteration 14Q: 3 clusters Score -3960760 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3960848.000000 Penalty: 3392.746582
	Iteration 15Q: 3 clusters Score -3960848 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3960909.500000 Penalty: 3392.746582
	Iteration 16Q: 3 clusters Score -3960910 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3961005.250000 Penalty: 3392.746582
	Iteration 17Q: 3 clusters Score -3961005 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3961119.750000 Penalty: 3392.746582
	Iteration 18Q: 3 clusters Score -3961120 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3961251.500000 Penalty: 3392.746582
	Iteration 19Q: 3 clusters Score -3961252 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3961377.250000 Penalty: 3392.746582
	Iteration 20F: 3 clusters Score -3961377 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3961543.750000 Penalty: 3392.746582
	Iteration 21Q: 3 clusters Score -3961544 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3961733.500000 Penalty: 3392.746582
	Iteration 22Q: 3 clusters Score -3961734 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3961966.500000 Penalty: 3392.746582
	Iteration 23Q: 3 clusters Score -3961966 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3962256.500000 Penalty: 3392.746582
	Iteration 24Q: 3 clusters Score -3962256 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3962591.750000 Penalty: 3392.746582
	Iteration 25Q: 3 clusters Score -3962592 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3962954.500000 Penalty: 3392.746582
	Iteration 26Q: 3 clusters Score -3962954 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3963326.500000 Penalty: 3392.746582
	Iteration 27Q: 3 clusters Score -3963326 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3963717.750000 Penalty: 3392.746582
	Iteration 28Q: 3 clusters Score -3963718 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -3964049.000000 Penalty: 3392.746582
	Iteration 29Q: 3 clusters Score -3964049 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -3964321.500000 Penalty: 3392.746582
	Iteration 30Q: 3 clusters Score -3964322 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3964527.500000 Penalty: 3392.746582
	Iteration 31Q: 3 clusters Score -3964528 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3964697.000000 Penalty: 3392.746582
	Iteration 32Q: 3 clusters Score -3964697 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3964842.250000 Penalty: 3392.746582
	Iteration 33Q: 3 clusters Score -3964842 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3964959.000000 Penalty: 3392.746582
	Iteration 34Q: 3 clusters Score -3964959 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3965048.250000 Penalty: 3392.746582
	Iteration 35Q: 3 clusters Score -3965048 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -3965109.750000 Penalty: 3392.746582
	Iteration 36Q: 3 clusters Score -3965110 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -3965185.250000 Penalty: 3392.746582
	Iteration 37Q: 3 clusters Score -3965185 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -3965254.000000 Penalty: 3392.746582
	Iteration 38Q: 3 clusters Score -3965254 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -3965328.750000 Penalty: 3392.746582
	Iteration 39Q: 3 clusters Score -3965329 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -3965386.500000 Penalty: 3392.746582
	Iteration 40F: 3 clusters Score -3965386 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -3965437.000000 Penalty: 3392.746582
	Iteration 41Q: 3 clusters Score -3965437 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -3965468.000000 Penalty: 3392.746582
	Iteration 42Q: 3 clusters Score -3965468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3965511.750000 Penalty: 3392.746582
	Iteration 43Q: 3 clusters Score -3965512 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -3965549.000000 Penalty: 3392.746582
	Iteration 44Q: 3 clusters Score -3965549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -3965579.750000 Penalty: 3392.746582
	Iteration 45Q: 3 clusters Score -3965580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -3965602.750000 Penalty: 3392.746582
	Iteration 46Q: 3 clusters Score -3965603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -3965641.000000 Penalty: 3392.746582
	Iteration 47Q: 3 clusters Score -3965641 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -3965657.500000 Penalty: 3392.746582
	Iteration 48Q: 3 clusters Score -3965658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -3965676.000000 Penalty: 3392.746582
	Iteration 49Q: 3 clusters Score -3965676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -3965703.000000 Penalty: 3392.746582
	Iteration 50Q: 3 clusters Score -3965703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -3965716.000000 Penalty: 3392.746582
	Iteration 51Q: 3 clusters Score -3965716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -3965721.500000 Penalty: 3392.746582
	Iteration 52Q: 3 clusters Score -3965722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -3965725.750000 Penalty: 3392.746582
	Iteration 53Q: 3 clusters Score -3965726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -3965738.000000 Penalty: 3392.746582
	Iteration 54Q: 3 clusters Score -3965738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -3965736.500000 Penalty: 3392.746582
	Iteration 55Q: 3 clusters Score -3965736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -3965740.750000 Penalty: 3392.746582
	Iteration 56Q: 3 clusters Score -3965741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -3965743.250000 Penalty: 3392.746582
	Iteration 57Q: 3 clusters Score -3965743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -3965746.000000 Penalty: 3392.746582
	Iteration 58Q: 3 clusters Score -3965746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -3965749.250000 Penalty: 3392.746582
	Iteration 59Q: 3 clusters Score -3965749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -3965754.000000 Penalty: 3392.746582
	Iteration 60F: 3 clusters Score -3965754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -3965758.750000 Penalty: 3392.746582
	Iteration 61Q: 3 clusters Score -3965759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -3965759.500000 Penalty: 3392.746582
	Iteration 62Q: 3 clusters Score -3965760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -3965755.250000 Penalty: 3392.746582
	Iteration 63Q: 3 clusters Score -3965755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -3965755.250000 Penalty: 3392.746582
	Iteration 64Q: 3 clusters Score -3965755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -3965755.000000 Penalty: 3392.746582
	Iteration 65Q: 3 clusters Score -3965755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -3965759.250000 Penalty: 3392.746582
	Iteration 66Q: 3 clusters Score -3965759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -3965762.250000 Penalty: 3392.746582
	Iteration 67Q: 3 clusters Score -3965762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -3965766.000000 Penalty: 3392.746582
	Iteration 68Q: 3 clusters Score -3965766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -3965765.000000 Penalty: 3392.746582
	Iteration 69Q: 3 clusters Score -3965765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -3965764.500000 Penalty: 3392.746582
	Iteration 70Q: 3 clusters Score -3965764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -3965764.250000 Penalty: 3392.746582
	Iteration 71Q: 3 clusters Score -3965764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -3965768.750000 Penalty: 3392.746582
	Iteration 72Q: 3 clusters Score -3965769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -3965767.000000 Penalty: 3392.746582
	Iteration 73Q: 3 clusters Score -3965767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -3965765.000000 Penalty: 3392.746582
	Iteration 74Q: 3 clusters Score -3965765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -3965770.000000 Penalty: 3392.746582
	Iteration 75Q: 3 clusters Score -3965770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -3965771.750000 Penalty: 3392.746582
	Iteration 76Q: 3 clusters Score -3965772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -3965774.750000 Penalty: 3392.746582
	Iteration 77Q: 3 clusters Score -3965775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -3965774.750000 Penalty: 3392.746582
	Iteration 78Q: 3 clusters Score -3965775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -3965780.750000 Penalty: 3392.746582
	Iteration 79Q: 3 clusters Score -3965781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -3965783.500000 Penalty: 3392.746582
	Iteration 80F: 3 clusters Score -3965784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -3965782.000000 Penalty: 3392.746582
	Iteration 81Q: 3 clusters Score -3965782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -3965784.250000 Penalty: 3392.746582
	Iteration 82Q: 3 clusters Score -3965784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -3965787.500000 Penalty: 3392.746582
	Iteration 83Q: 3 clusters Score -3965788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3965785.750000 Penalty: 3392.746582
	Iteration 84Q: 3 clusters Score -3965786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3965785.750000 Penalty: 3392.746582
	Iteration 85F: 3 clusters Score -3965786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -362705.187500 Penalty: 1307.095215
	Iteration 0F: 2 clusters Score -362705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -359877.343750 Penalty: 2614.190430
	Iteration 0F: 3 clusters Score -359877.3 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -360541.968750 Penalty: 2614.190430
	Iteration 1F: 3 clusters Score -360542 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -360702.125000 Penalty: 2614.190430
	Iteration 2F: 3 clusters Score -360702.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -360832.437500 Penalty: 2614.190430
	Iteration 3F: 3 clusters Score -360832.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -360962.718750 Penalty: 2614.190430
	Iteration 4Q: 3 clusters Score -360962.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -361115.687500 Penalty: 2614.190430
	Iteration 5Q: 3 clusters Score -361115.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -361261.312500 Penalty: 2614.190430
	Iteration 6Q: 3 clusters Score -361261.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -361401.343750 Penalty: 2614.190430
	Iteration 7Q: 3 clusters Score -361401.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -361527.187500 Penalty: 2614.190430
	Iteration 8Q: 3 clusters Score -361527.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -361627.000000 Penalty: 2614.190430
	Iteration 9Q: 3 clusters Score -361627 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -361715.218750 Penalty: 2614.190430
	Iteration 10Q: 3 clusters Score -361715.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -361787.531250 Penalty: 2614.190430
	Iteration 11Q: 3 clusters Score -361787.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -361846.812500 Penalty: 2614.190430
	Iteration 12Q: 3 clusters Score -361846.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -361886.843750 Penalty: 2614.190430
	Iteration 13Q: 3 clusters Score -361886.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -361915.812500 Penalty: 2614.190430
	Iteration 14Q: 3 clusters Score -361915.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -361930.031250 Penalty: 2614.190430
	Iteration 15Q: 3 clusters Score -361930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -361941.062500 Penalty: 2614.190430
	Iteration 16Q: 3 clusters Score -361941.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -361949.531250 Penalty: 2614.190430
	Iteration 17Q: 3 clusters Score -361949.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -361956.468750 Penalty: 2614.190430
	Iteration 18Q: 3 clusters Score -361956.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -361962.500000 Penalty: 2614.190430
	Iteration 19Q: 3 clusters Score -361962.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -361968.343750 Penalty: 2614.190430
	Iteration 20F: 3 clusters Score -361968.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -361974.031250 Penalty: 2614.190430
	Iteration 21Q: 3 clusters Score -361974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -361979.625000 Penalty: 2614.190430
	Iteration 22Q: 3 clusters Score -361979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -361980.937500 Penalty: 2614.190430
	Iteration 23Q: 3 clusters Score -361980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -361982.125000 Penalty: 2614.190430
	Iteration 24Q: 3 clusters Score -361982.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -361984.812500 Penalty: 2614.190430
	Iteration 25Q: 3 clusters Score -361984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -361987.281250 Penalty: 2614.190430
	Iteration 26Q: 3 clusters Score -361987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -361988.375000 Penalty: 2614.190430
	Iteration 27Q: 3 clusters Score -361988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -361988.656250 Penalty: 2614.190430
	Iteration 28Q: 3 clusters Score -361988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -361989.750000 Penalty: 2614.190430
	Iteration 29Q: 3 clusters Score -361989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -361989.843750 Penalty: 2614.190430
	Iteration 30Q: 3 clusters Score -361989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -361989.843750 Penalty: 2614.190430
	Iteration 31F: 3 clusters Score -361989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -608891.062500 Penalty: 1401.645264
	Iteration 0F: 2 clusters Score -608891.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -604592.250000 Penalty: 2803.290527
	Iteration 0F: 3 clusters Score -604592.2 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -605919.187500 Penalty: 2803.290527
	Iteration 1F: 3 clusters Score -605919.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -606128.625000 Penalty: 2803.290527
	Iteration 2F: 3 clusters Score -606128.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -606286.000000 Penalty: 2803.290527
	Iteration 3F: 3 clusters Score -606286 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -606402.875000 Penalty: 2803.290527
	Iteration 4Q: 3 clusters Score -606402.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -606496.000000 Penalty: 2803.290527
	Iteration 5Q: 3 clusters Score -606496 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -606588.250000 Penalty: 2803.290527
	Iteration 6Q: 3 clusters Score -606588.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -606667.375000 Penalty: 2803.290527
	Iteration 7Q: 3 clusters Score -606667.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -606747.562500 Penalty: 2803.290527
	Iteration 8Q: 3 clusters Score -606747.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -606836.250000 Penalty: 2803.290527
	Iteration 9Q: 3 clusters Score -606836.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -606939.625000 Penalty: 2803.290527
	Iteration 10Q: 3 clusters Score -606939.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -607016.625000 Penalty: 2803.290527
	Iteration 11Q: 3 clusters Score -607016.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -607090.312500 Penalty: 2803.290527
	Iteration 12Q: 3 clusters Score -607090.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -607144.437500 Penalty: 2803.290527
	Iteration 13Q: 3 clusters Score -607144.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -607192.125000 Penalty: 2803.290527
	Iteration 14Q: 3 clusters Score -607192.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -607228.687500 Penalty: 2803.290527
	Iteration 15Q: 3 clusters Score -607228.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -607255.312500 Penalty: 2803.290527
	Iteration 16Q: 3 clusters Score -607255.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -607278.812500 Penalty: 2803.290527
	Iteration 17Q: 3 clusters Score -607278.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -607294.562500 Penalty: 2803.290527
	Iteration 18Q: 3 clusters Score -607294.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -607305.312500 Penalty: 2803.290527
	Iteration 19Q: 3 clusters Score -607305.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -607317.875000 Penalty: 2803.290527
	Iteration 20F: 3 clusters Score -607317.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -607328.125000 Penalty: 2803.290527
	Iteration 21Q: 3 clusters Score -607328.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -607336.312500 Penalty: 2803.290527
	Iteration 22Q: 3 clusters Score -607336.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -607343.562500 Penalty: 2803.290527
	Iteration 23Q: 3 clusters Score -607343.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -607350.187500 Penalty: 2803.290527
	Iteration 24Q: 3 clusters Score -607350.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -607358.875000 Penalty: 2803.290527
	Iteration 25Q: 3 clusters Score -607358.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -607368.125000 Penalty: 2803.290527
	Iteration 26Q: 3 clusters Score -607368.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -607377.062500 Penalty: 2803.290527
	Iteration 27Q: 3 clusters Score -607377.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -607382.875000 Penalty: 2803.290527
	Iteration 28Q: 3 clusters Score -607382.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -607389.937500 Penalty: 2803.290527
	Iteration 29Q: 3 clusters Score -607389.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -607400.937500 Penalty: 2803.290527
	Iteration 30Q: 3 clusters Score -607400.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -607407.437500 Penalty: 2803.290527
	Iteration 31Q: 3 clusters Score -607407.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -607415.250000 Penalty: 2803.290527
	Iteration 32Q: 3 clusters Score -607415.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -607421.125000 Penalty: 2803.290527
	Iteration 33Q: 3 clusters Score -607421.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -607426.750000 Penalty: 2803.290527
	Iteration 34Q: 3 clusters Score -607426.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -607430.062500 Penalty: 2803.290527
	Iteration 35Q: 3 clusters Score -607430.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -607438.187500 Penalty: 2803.290527
	Iteration 36Q: 3 clusters Score -607438.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -607446.312500 Penalty: 2803.290527
	Iteration 37Q: 3 clusters Score -607446.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -607455.750000 Penalty: 2803.290527
	Iteration 38Q: 3 clusters Score -607455.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -607465.125000 Penalty: 2803.290527
	Iteration 39Q: 3 clusters Score -607465.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -607471.500000 Penalty: 2803.290527
	Iteration 40F: 3 clusters Score -607471.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -607477.750000 Penalty: 2803.290527
	Iteration 41Q: 3 clusters Score -607477.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -607483.500000 Penalty: 2803.290527
	Iteration 42Q: 3 clusters Score -607483.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -607495.437500 Penalty: 2803.290527
	Iteration 43Q: 3 clusters Score -607495.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -607505.312500 Penalty: 2803.290527
	Iteration 44Q: 3 clusters Score -607505.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -607517.250000 Penalty: 2803.290527
	Iteration 45Q: 3 clusters Score -607517.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -607532.375000 Penalty: 2803.290527
	Iteration 46Q: 3 clusters Score -607532.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -607545.625000 Penalty: 2803.290527
	Iteration 47Q: 3 clusters Score -607545.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -607560.062500 Penalty: 2803.290527
	Iteration 48Q: 3 clusters Score -607560.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -607577.562500 Penalty: 2803.290527
	Iteration 49Q: 3 clusters Score -607577.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -607605.187500 Penalty: 2803.290527
	Iteration 50Q: 3 clusters Score -607605.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -607630.625000 Penalty: 2803.290527
	Iteration 51Q: 3 clusters Score -607630.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -607654.687500 Penalty: 2803.290527
	Iteration 52Q: 3 clusters Score -607654.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -607675.875000 Penalty: 2803.290527
	Iteration 53Q: 3 clusters Score -607675.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -607691.750000 Penalty: 2803.290527
	Iteration 54Q: 3 clusters Score -607691.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -607707.187500 Penalty: 2803.290527
	Iteration 55Q: 3 clusters Score -607707.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -607724.937500 Penalty: 2803.290527
	Iteration 56Q: 3 clusters Score -607724.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -607742.812500 Penalty: 2803.290527
	Iteration 57Q: 3 clusters Score -607742.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -607765.625000 Penalty: 2803.290527
	Iteration 58Q: 3 clusters Score -607765.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -607788.750000 Penalty: 2803.290527
	Iteration 59Q: 3 clusters Score -607788.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -607808.000000 Penalty: 2803.290527
	Iteration 60F: 3 clusters Score -607808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -607823.500000 Penalty: 2803.290527
	Iteration 61Q: 3 clusters Score -607823.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -607833.062500 Penalty: 2803.290527
	Iteration 62Q: 3 clusters Score -607833.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -607841.187500 Penalty: 2803.290527
	Iteration 63Q: 3 clusters Score -607841.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -607848.375000 Penalty: 2803.290527
	Iteration 64Q: 3 clusters Score -607848.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -607858.500000 Penalty: 2803.290527
	Iteration 65Q: 3 clusters Score -607858.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -607868.375000 Penalty: 2803.290527
	Iteration 66Q: 3 clusters Score -607868.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -607875.312500 Penalty: 2803.290527
	Iteration 67Q: 3 clusters Score -607875.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -607884.812500 Penalty: 2803.290527
	Iteration 68Q: 3 clusters Score -607884.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -607892.000000 Penalty: 2803.290527
	Iteration 69Q: 3 clusters Score -607892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -607902.312500 Penalty: 2803.290527
	Iteration 70Q: 3 clusters Score -607902.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -607907.187500 Penalty: 2803.290527
	Iteration 71Q: 3 clusters Score -607907.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -607912.062500 Penalty: 2803.290527
	Iteration 72Q: 3 clusters Score -607912.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -607916.000000 Penalty: 2803.290527
	Iteration 73Q: 3 clusters Score -607916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -607919.250000 Penalty: 2803.290527
	Iteration 74Q: 3 clusters Score -607919.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -607924.875000 Penalty: 2803.290527
	Iteration 75Q: 3 clusters Score -607924.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -607928.437500 Penalty: 2803.290527
	Iteration 76Q: 3 clusters Score -607928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -607933.937500 Penalty: 2803.290527
	Iteration 77Q: 3 clusters Score -607933.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -607940.312500 Penalty: 2803.290527
	Iteration 78Q: 3 clusters Score -607940.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -607944.687500 Penalty: 2803.290527
	Iteration 79Q: 3 clusters Score -607944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -607946.937500 Penalty: 2803.290527
	Iteration 80F: 3 clusters Score -607946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -607946.812500 Penalty: 2803.290527
	Iteration 81Q: 3 clusters Score -607946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -607946.312500 Penalty: 2803.290527
	Iteration 82Q: 3 clusters Score -607946.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -607946.062500 Penalty: 2803.290527
	Iteration 83Q: 3 clusters Score -607946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -607946.562500 Penalty: 2803.290527
	Iteration 84Q: 3 clusters Score -607946.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -607946.062500 Penalty: 2803.290527
	Iteration 85Q: 3 clusters Score -607946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -607945.937500 Penalty: 2803.290527
	Iteration 86Q: 3 clusters Score -607945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -607946.250000 Penalty: 2803.290527
	Iteration 87Q: 3 clusters Score -607946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -607946.250000 Penalty: 2803.290527
	Iteration 88F: 3 clusters Score -607946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -13958.792969 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -13958.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13347.849609 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -13347.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13408.357422 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -13408.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13426.540039 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -13426.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13434.385742 Penalty: 1649.431519
	Iteration 3Q: 3 clusters Score -13434.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13439.663086 Penalty: 1649.431519
	Iteration 4Q: 3 clusters Score -13439.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -13447.585938 Penalty: 1649.431519
	Iteration 5Q: 3 clusters Score -13447.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -13447.585938 Penalty: 1649.431519
	Iteration 6F: 3 clusters Score -13447.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (91132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91132 members 
Entering Unmasked Estep 
Score: -10646322.000000 Penalty: 1855.760376
	Iteration 0F: 2 clusters Score -1.064632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -10587437.000000 Penalty: 3711.520752
	Iteration 0F: 3 clusters Score -1.058744e+07 nChanged 43249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -10612399.000000 Penalty: 3711.520752
	Iteration 1F: 3 clusters Score -1.06124e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -10613471.000000 Penalty: 3711.520752
	Iteration 2Q: 3 clusters Score -1.061347e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -10615301.000000 Penalty: 3711.520752
	Iteration 3Q: 3 clusters Score -1.06153e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -10618280.000000 Penalty: 3711.520752
	Iteration 4F: 3 clusters Score -1.061828e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -10622876.000000 Penalty: 3711.520752
	Iteration 5F: 3 clusters Score -1.062288e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -10628217.000000 Penalty: 3711.520752
	Iteration 6F: 3 clusters Score -1.062822e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -10633689.000000 Penalty: 3711.520752
	Iteration 7F: 3 clusters Score -1.063369e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -10637976.000000 Penalty: 3711.520752
	Iteration 8F: 3 clusters Score -1.063798e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -10640672.000000 Penalty: 3711.520752
	Iteration 9Q: 3 clusters Score -1.064067e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -10642391.000000 Penalty: 3711.520752
	Iteration 10Q: 3 clusters Score -1.064239e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -10643392.000000 Penalty: 3711.520752
	Iteration 11Q: 3 clusters Score -1.064339e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10643917.000000 Penalty: 3711.520752
	Iteration 12Q: 3 clusters Score -1.064392e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10644227.000000 Penalty: 3711.520752
	Iteration 13Q: 3 clusters Score -1.064423e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10644423.000000 Penalty: 3711.520752
	Iteration 14Q: 3 clusters Score -1.064442e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90647 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10644544.000000 Penalty: 3711.520752
	Iteration 15Q: 3 clusters Score -1.064454e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10644600.000000 Penalty: 3711.520752
	Iteration 16Q: 3 clusters Score -1.06446e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10644638.000000 Penalty: 3711.520752
	Iteration 17Q: 3 clusters Score -1.064464e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10644658.000000 Penalty: 3711.520752
	Iteration 18Q: 3 clusters Score -1.064466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10644681.000000 Penalty: 3711.520752
	Iteration 19Q: 3 clusters Score -1.064468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10644683.000000 Penalty: 3711.520752
	Iteration 20F: 3 clusters Score -1.064468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10644696.000000 Penalty: 3711.520752
	Iteration 21Q: 3 clusters Score -1.06447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10644704.000000 Penalty: 3711.520752
	Iteration 22Q: 3 clusters Score -1.06447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10644713.000000 Penalty: 3711.520752
	Iteration 23Q: 3 clusters Score -1.064471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10644712.000000 Penalty: 3711.520752
	Iteration 24Q: 3 clusters Score -1.064471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10644716.000000 Penalty: 3711.520752
	Iteration 25Q: 3 clusters Score -1.064472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10644723.000000 Penalty: 3711.520752
	Iteration 26Q: 3 clusters Score -1.064472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10644720.000000 Penalty: 3711.520752
	Iteration 27Q: 3 clusters Score -1.064472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10644720.000000 Penalty: 3711.520752
	Iteration 28F: 3 clusters Score -1.064472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -284428.406250 Penalty: 1274.178711
	Iteration 0F: 2 clusters Score -284428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -281966.906250 Penalty: 2548.357422
	Iteration 0F: 3 clusters Score -281966.9 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -282541.437500 Penalty: 2548.357422
	Iteration 1F: 3 clusters Score -282541.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -282677.812500 Penalty: 2548.357422
	Iteration 2F: 3 clusters Score -282677.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -282748.312500 Penalty: 2548.357422
	Iteration 3Q: 3 clusters Score -282748.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -282798.750000 Penalty: 2548.357422
	Iteration 4Q: 3 clusters Score -282798.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -282840.687500 Penalty: 2548.357422
	Iteration 5Q: 3 clusters Score -282840.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -282872.718750 Penalty: 2548.357422
	Iteration 6Q: 3 clusters Score -282872.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -282902.718750 Penalty: 2548.357422
	Iteration 7Q: 3 clusters Score -282902.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -282925.312500 Penalty: 2548.357422
	Iteration 8Q: 3 clusters Score -282925.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -282938.781250 Penalty: 2548.357422
	Iteration 9Q: 3 clusters Score -282938.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -282950.031250 Penalty: 2548.357422
	Iteration 10Q: 3 clusters Score -282950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -282957.656250 Penalty: 2548.357422
	Iteration 11Q: 3 clusters Score -282957.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -282964.343750 Penalty: 2548.357422
	Iteration 12Q: 3 clusters Score -282964.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -282973.062500 Penalty: 2548.357422
	Iteration 13Q: 3 clusters Score -282973.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -282981.062500 Penalty: 2548.357422
	Iteration 14Q: 3 clusters Score -282981.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -282988.156250 Penalty: 2548.357422
	Iteration 15Q: 3 clusters Score -282988.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -282993.843750 Penalty: 2548.357422
	Iteration 16Q: 3 clusters Score -282993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -282998.156250 Penalty: 2548.357422
	Iteration 17Q: 3 clusters Score -282998.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -283003.375000 Penalty: 2548.357422
	Iteration 18Q: 3 clusters Score -283003.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -283007.718750 Penalty: 2548.357422
	Iteration 19Q: 3 clusters Score -283007.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -283014.625000 Penalty: 2548.357422
	Iteration 20F: 3 clusters Score -283014.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -283025.406250 Penalty: 2548.357422
	Iteration 21Q: 3 clusters Score -283025.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -283038.750000 Penalty: 2548.357422
	Iteration 22Q: 3 clusters Score -283038.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -283048.218750 Penalty: 2548.357422
	Iteration 23Q: 3 clusters Score -283048.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -283055.562500 Penalty: 2548.357422
	Iteration 24Q: 3 clusters Score -283055.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -283066.250000 Penalty: 2548.357422
	Iteration 25Q: 3 clusters Score -283066.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -283075.812500 Penalty: 2548.357422
	Iteration 26Q: 3 clusters Score -283075.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -283087.625000 Penalty: 2548.357422
	Iteration 27Q: 3 clusters Score -283087.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -283098.968750 Penalty: 2548.357422
	Iteration 28Q: 3 clusters Score -283099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -283108.656250 Penalty: 2548.357422
	Iteration 29Q: 3 clusters Score -283108.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -283119.593750 Penalty: 2548.357422
	Iteration 30Q: 3 clusters Score -283119.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -283128.968750 Penalty: 2548.357422
	Iteration 31Q: 3 clusters Score -283129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -283138.562500 Penalty: 2548.357422
	Iteration 32Q: 3 clusters Score -283138.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -283146.968750 Penalty: 2548.357422
	Iteration 33Q: 3 clusters Score -283147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -283155.968750 Penalty: 2548.357422
	Iteration 34Q: 3 clusters Score -283156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -283163.062500 Penalty: 2548.357422
	Iteration 35Q: 3 clusters Score -283163.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -283169.250000 Penalty: 2548.357422
	Iteration 36Q: 3 clusters Score -283169.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -283174.937500 Penalty: 2548.357422
	Iteration 37Q: 3 clusters Score -283174.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -283179.125000 Penalty: 2548.357422
	Iteration 38Q: 3 clusters Score -283179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -283183.437500 Penalty: 2548.357422
	Iteration 39Q: 3 clusters Score -283183.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -283187.031250 Penalty: 2548.357422
	Iteration 40F: 3 clusters Score -283187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -283195.000000 Penalty: 2548.357422
	Iteration 41Q: 3 clusters Score -283195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -283201.312500 Penalty: 2548.357422
	Iteration 42Q: 3 clusters Score -283201.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -283208.625000 Penalty: 2548.357422
	Iteration 43Q: 3 clusters Score -283208.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -283215.437500 Penalty: 2548.357422
	Iteration 44Q: 3 clusters Score -283215.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -283221.500000 Penalty: 2548.357422
	Iteration 45Q: 3 clusters Score -283221.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -283228.187500 Penalty: 2548.357422
	Iteration 46Q: 3 clusters Score -283228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -283234.125000 Penalty: 2548.357422
	Iteration 47Q: 3 clusters Score -283234.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -283242.218750 Penalty: 2548.357422
	Iteration 48Q: 3 clusters Score -283242.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -283253.156250 Penalty: 2548.357422
	Iteration 49Q: 3 clusters Score -283253.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -283260.625000 Penalty: 2548.357422
	Iteration 50Q: 3 clusters Score -283260.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -283267.687500 Penalty: 2548.357422
	Iteration 51Q: 3 clusters Score -283267.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -283275.843750 Penalty: 2548.357422
	Iteration 52Q: 3 clusters Score -283275.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -283291.531250 Penalty: 2548.357422
	Iteration 53Q: 3 clusters Score -283291.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -283304.187500 Penalty: 2548.357422
	Iteration 54Q: 3 clusters Score -283304.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -283313.031250 Penalty: 2548.357422
	Iteration 55Q: 3 clusters Score -283313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -283316.968750 Penalty: 2548.357422
	Iteration 56Q: 3 clusters Score -283317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -283322.531250 Penalty: 2548.357422
	Iteration 57Q: 3 clusters Score -283322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -283323.312500 Penalty: 2548.357422
	Iteration 58Q: 3 clusters Score -283323.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -283323.875000 Penalty: 2548.357422
	Iteration 59Q: 3 clusters Score -283323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -283324.437500 Penalty: 2548.357422
	Iteration 60F: 3 clusters Score -283324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -283324.781250 Penalty: 2548.357422
	Iteration 61Q: 3 clusters Score -283324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -283325.156250 Penalty: 2548.357422
	Iteration 62Q: 3 clusters Score -283325.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -283325.156250 Penalty: 2548.357422
	Iteration 63F: 3 clusters Score -283325.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Entering Unmasked Estep 
Score: -420227.750000 Penalty: 1332.099976
	Iteration 0F: 2 clusters Score -420227.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -417091.156250 Penalty: 2664.199951
	Iteration 0F: 3 clusters Score -417091.2 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -417869.031250 Penalty: 2664.199951
	Iteration 1F: 3 clusters Score -417869 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -418053.000000 Penalty: 2664.199951
	Iteration 2F: 3 clusters Score -418053 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -418201.906250 Penalty: 2664.199951
	Iteration 3F: 3 clusters Score -418201.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -418355.781250 Penalty: 2664.199951
	Iteration 4F: 3 clusters Score -418355.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -418464.750000 Penalty: 2664.199951
	Iteration 5Q: 3 clusters Score -418464.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -418545.531250 Penalty: 2664.199951
	Iteration 6Q: 3 clusters Score -418545.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -418613.500000 Penalty: 2664.199951
	Iteration 7Q: 3 clusters Score -418613.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -418683.093750 Penalty: 2664.199951
	Iteration 8Q: 3 clusters Score -418683.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -418747.937500 Penalty: 2664.199951
	Iteration 9Q: 3 clusters Score -418747.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -418804.187500 Penalty: 2664.199951
	Iteration 10Q: 3 clusters Score -418804.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -418867.187500 Penalty: 2664.199951
	Iteration 11Q: 3 clusters Score -418867.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -418928.218750 Penalty: 2664.199951
	Iteration 12Q: 3 clusters Score -418928.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -418981.812500 Penalty: 2664.199951
	Iteration 13Q: 3 clusters Score -418981.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -419036.562500 Penalty: 2664.199951
	Iteration 14Q: 3 clusters Score -419036.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -419081.281250 Penalty: 2664.199951
	Iteration 15Q: 3 clusters Score -419081.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -419119.593750 Penalty: 2664.199951
	Iteration 16Q: 3 clusters Score -419119.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -419154.968750 Penalty: 2664.199951
	Iteration 17Q: 3 clusters Score -419155 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -419203.343750 Penalty: 2664.199951
	Iteration 18Q: 3 clusters Score -419203.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -419251.218750 Penalty: 2664.199951
	Iteration 19Q: 3 clusters Score -419251.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -419276.968750 Penalty: 2664.199951
	Iteration 20F: 3 clusters Score -419277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -419294.218750 Penalty: 2664.199951
	Iteration 21Q: 3 clusters Score -419294.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -419315.312500 Penalty: 2664.199951
	Iteration 22Q: 3 clusters Score -419315.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -419332.156250 Penalty: 2664.199951
	Iteration 23Q: 3 clusters Score -419332.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -419344.812500 Penalty: 2664.199951
	Iteration 24Q: 3 clusters Score -419344.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -419353.750000 Penalty: 2664.199951
	Iteration 25Q: 3 clusters Score -419353.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -419362.343750 Penalty: 2664.199951
	Iteration 26Q: 3 clusters Score -419362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -419367.625000 Penalty: 2664.199951
	Iteration 27Q: 3 clusters Score -419367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -419373.125000 Penalty: 2664.199951
	Iteration 28Q: 3 clusters Score -419373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -419377.625000 Penalty: 2664.199951
	Iteration 29Q: 3 clusters Score -419377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -419379.906250 Penalty: 2664.199951
	Iteration 30Q: 3 clusters Score -419379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -419383.093750 Penalty: 2664.199951
	Iteration 31Q: 3 clusters Score -419383.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -419387.500000 Penalty: 2664.199951
	Iteration 32Q: 3 clusters Score -419387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -419390.906250 Penalty: 2664.199951
	Iteration 33Q: 3 clusters Score -419390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -419392.968750 Penalty: 2664.199951
	Iteration 34Q: 3 clusters Score -419393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -419393.093750 Penalty: 2664.199951
	Iteration 35Q: 3 clusters Score -419393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -419393.625000 Penalty: 2664.199951
	Iteration 36Q: 3 clusters Score -419393.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -419393.625000 Penalty: 2664.199951
	Iteration 37F: 3 clusters Score -419393.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (131023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131023 members 
Entering Unmasked Estep 
Score: -15067581.000000 Penalty: 1914.758301
	Iteration 0F: 2 clusters Score -1.506758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -14984655.000000 Penalty: 3829.516602
	Iteration 0F: 3 clusters Score -1.498466e+07 nChanged 63153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -15021922.000000 Penalty: 3829.516602
	Iteration 1F: 3 clusters Score -1.502192e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -15022792.000000 Penalty: 3829.516602
	Iteration 2Q: 3 clusters Score -1.502279e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69723 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -15023973.000000 Penalty: 3829.516602
	Iteration 3Q: 3 clusters Score -1.502397e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -15025557.000000 Penalty: 3829.516602
	Iteration 4Q: 3 clusters Score -1.502556e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 56467 members 
Entering Unmasked Estep 
Score: -15027835.000000 Penalty: 3829.516602
	Iteration 5Q: 3 clusters Score -1.502784e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -15031389.000000 Penalty: 3829.516602
	Iteration 6Q: 3 clusters Score -1.503139e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -15036487.000000 Penalty: 3829.516602
	Iteration 7F: 3 clusters Score -1.503649e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -15042363.000000 Penalty: 3829.516602
	Iteration 8F: 3 clusters Score -1.504236e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89745 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -15047315.000000 Penalty: 3829.516602
	Iteration 9F: 3 clusters Score -1.504732e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -15050346.000000 Penalty: 3829.516602
	Iteration 10Q: 3 clusters Score -1.505035e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -15051851.000000 Penalty: 3829.516602
	Iteration 11Q: 3 clusters Score -1.505185e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -15052708.000000 Penalty: 3829.516602
	Iteration 12Q: 3 clusters Score -1.505271e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -15053465.000000 Penalty: 3829.516602
	Iteration 13Q: 3 clusters Score -1.505346e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -15054184.000000 Penalty: 3829.516602
	Iteration 14Q: 3 clusters Score -1.505418e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -15054826.000000 Penalty: 3829.516602
	Iteration 15Q: 3 clusters Score -1.505483e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -15055453.000000 Penalty: 3829.516602
	Iteration 16Q: 3 clusters Score -1.505545e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -15056104.000000 Penalty: 3829.516602
	Iteration 17Q: 3 clusters Score -1.50561e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109752 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -15056657.000000 Penalty: 3829.516602
	Iteration 18Q: 3 clusters Score -1.505666e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111721 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -15057275.000000 Penalty: 3829.516602
	Iteration 19Q: 3 clusters Score -1.505728e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113614 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -15057923.000000 Penalty: 3829.516602
	Iteration 20F: 3 clusters Score -1.505792e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115448 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -15058567.000000 Penalty: 3829.516602
	Iteration 21Q: 3 clusters Score -1.505857e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117223 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -15059285.000000 Penalty: 3829.516602
	Iteration 22Q: 3 clusters Score -1.505928e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118903 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -15059853.000000 Penalty: 3829.516602
	Iteration 23Q: 3 clusters Score -1.505985e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120480 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -15060463.000000 Penalty: 3829.516602
	Iteration 24Q: 3 clusters Score -1.506046e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121921 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -15061052.000000 Penalty: 3829.516602
	Iteration 25Q: 3 clusters Score -1.506105e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123154 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -15061618.000000 Penalty: 3829.516602
	Iteration 26Q: 3 clusters Score -1.506162e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124258 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -15062133.000000 Penalty: 3829.516602
	Iteration 27Q: 3 clusters Score -1.506213e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125209 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -15062747.000000 Penalty: 3829.516602
	Iteration 28Q: 3 clusters Score -1.506275e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126032 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -15063279.000000 Penalty: 3829.516602
	Iteration 29Q: 3 clusters Score -1.506328e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126724 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -15063690.000000 Penalty: 3829.516602
	Iteration 30Q: 3 clusters Score -1.506369e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127271 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -15064053.000000 Penalty: 3829.516602
	Iteration 31Q: 3 clusters Score -1.506405e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127724 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -15064333.000000 Penalty: 3829.516602
	Iteration 32Q: 3 clusters Score -1.506433e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128111 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -15064589.000000 Penalty: 3829.516602
	Iteration 33Q: 3 clusters Score -1.506459e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128437 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -15064785.000000 Penalty: 3829.516602
	Iteration 34Q: 3 clusters Score -1.506478e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128705 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -15064933.000000 Penalty: 3829.516602
	Iteration 35Q: 3 clusters Score -1.506493e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -15065041.000000 Penalty: 3829.516602
	Iteration 36Q: 3 clusters Score -1.506504e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129060 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -15065199.000000 Penalty: 3829.516602
	Iteration 37Q: 3 clusters Score -1.50652e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129177 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -15065294.000000 Penalty: 3829.516602
	Iteration 38Q: 3 clusters Score -1.506529e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129272 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -15065359.000000 Penalty: 3829.516602
	Iteration 39Q: 3 clusters Score -1.506536e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129360 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -15065427.000000 Penalty: 3829.516602
	Iteration 40F: 3 clusters Score -1.506543e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129442 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15065489.000000 Penalty: 3829.516602
	Iteration 41Q: 3 clusters Score -1.506549e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129515 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -15065532.000000 Penalty: 3829.516602
	Iteration 42Q: 3 clusters Score -1.506553e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129571 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -15065565.000000 Penalty: 3829.516602
	Iteration 43Q: 3 clusters Score -1.506556e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129615 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15065588.000000 Penalty: 3829.516602
	Iteration 44Q: 3 clusters Score -1.506559e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129649 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -15065614.000000 Penalty: 3829.516602
	Iteration 45Q: 3 clusters Score -1.506561e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129680 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -15065634.000000 Penalty: 3829.516602
	Iteration 46Q: 3 clusters Score -1.506563e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129695 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -15065649.000000 Penalty: 3829.516602
	Iteration 47Q: 3 clusters Score -1.506565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129708 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15065661.000000 Penalty: 3829.516602
	Iteration 48Q: 3 clusters Score -1.506566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129717 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -15065671.000000 Penalty: 3829.516602
	Iteration 49Q: 3 clusters Score -1.506567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129730 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15065691.000000 Penalty: 3829.516602
	Iteration 50Q: 3 clusters Score -1.506569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129746 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -15065696.000000 Penalty: 3829.516602
	Iteration 51Q: 3 clusters Score -1.50657e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129764 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -15065708.000000 Penalty: 3829.516602
	Iteration 52Q: 3 clusters Score -1.506571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129779 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15065694.000000 Penalty: 3829.516602
	Iteration 53Q: 3 clusters Score -1.506569e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129803 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -15065693.000000 Penalty: 3829.516602
	Iteration 54Q: 3 clusters Score -1.506569e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129827 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -15065721.000000 Penalty: 3829.516602
	Iteration 55Q: 3 clusters Score -1.506572e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129834 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -15065721.000000 Penalty: 3829.516602
	Iteration 56Q: 3 clusters Score -1.506572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129850 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -15065722.000000 Penalty: 3829.516602
	Iteration 57Q: 3 clusters Score -1.506572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129862 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -15065724.000000 Penalty: 3829.516602
	Iteration 58Q: 3 clusters Score -1.506572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129875 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -15065734.000000 Penalty: 3829.516602
	Iteration 59Q: 3 clusters Score -1.506573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129883 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -15065741.000000 Penalty: 3829.516602
	Iteration 60F: 3 clusters Score -1.506574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129892 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -15065756.000000 Penalty: 3829.516602
	Iteration 61Q: 3 clusters Score -1.506576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129900 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -15065761.000000 Penalty: 3829.516602
	Iteration 62Q: 3 clusters Score -1.506576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129907 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -15065769.000000 Penalty: 3829.516602
	Iteration 63Q: 3 clusters Score -1.506577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -15065765.000000 Penalty: 3829.516602
	Iteration 64Q: 3 clusters Score -1.506576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129914 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -15065764.000000 Penalty: 3829.516602
	Iteration 65Q: 3 clusters Score -1.506576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129915 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -15065763.000000 Penalty: 3829.516602
	Iteration 66Q: 3 clusters Score -1.506576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129915 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -15065764.000000 Penalty: 3829.516602
	Iteration 67Q: 3 clusters Score -1.506576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129919 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15065775.000000 Penalty: 3829.516602
	Iteration 68Q: 3 clusters Score -1.506578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129922 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15065782.000000 Penalty: 3829.516602
	Iteration 69Q: 3 clusters Score -1.506578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -15065764.000000 Penalty: 3829.516602
	Iteration 70Q: 3 clusters Score -1.506576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129928 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15065771.000000 Penalty: 3829.516602
	Iteration 71Q: 3 clusters Score -1.506577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129929 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -15065778.000000 Penalty: 3829.516602
	Iteration 72Q: 3 clusters Score -1.506578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129930 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15065774.000000 Penalty: 3829.516602
	Iteration 73Q: 3 clusters Score -1.506577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129931 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -15065777.000000 Penalty: 3829.516602
	Iteration 74Q: 3 clusters Score -1.506578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129931 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -15065781.000000 Penalty: 3829.516602
	Iteration 75Q: 3 clusters Score -1.506578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129931 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -15065778.000000 Penalty: 3829.516602
	Iteration 76Q: 3 clusters Score -1.506578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129932 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15065776.000000 Penalty: 3829.516602
	Iteration 77Q: 3 clusters Score -1.506578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129933 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -15065773.000000 Penalty: 3829.516602
	Iteration 78Q: 3 clusters Score -1.506577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129935 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -15065779.000000 Penalty: 3829.516602
	Iteration 79Q: 3 clusters Score -1.506578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129937 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -15065779.000000 Penalty: 3829.516602
	Iteration 80F: 3 clusters Score -1.506578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129940 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -15065771.000000 Penalty: 3829.516602
	Iteration 81Q: 3 clusters Score -1.506577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129939 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -15065786.000000 Penalty: 3829.516602
	Iteration 82Q: 3 clusters Score -1.506579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129939 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -15065786.000000 Penalty: 3829.516602
	Iteration 83F: 3 clusters Score -1.506579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -14269.647461 Penalty: 856.026917
	Iteration 0F: 2 clusters Score -14269.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13621.625000 Penalty: 1712.053833
	Iteration 0F: 3 clusters Score -13621.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13809.226562 Penalty: 1712.053833
	Iteration 1F: 3 clusters Score -13809.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13839.071289 Penalty: 1712.053833
	Iteration 2F: 3 clusters Score -13839.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13853.346680 Penalty: 1712.053833
	Iteration 3Q: 3 clusters Score -13853.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13868.580078 Penalty: 1712.053833
	Iteration 4Q: 3 clusters Score -13868.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13879.649414 Penalty: 1712.053833
	Iteration 5Q: 3 clusters Score -13879.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13880.664062 Penalty: 1712.053833
	Iteration 6Q: 3 clusters Score -13880.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13882.348633 Penalty: 1712.053833
	Iteration 7Q: 3 clusters Score -13882.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13882.348633 Penalty: 1712.053833
	Iteration 8F: 3 clusters Score -13882.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Entering Unmasked Estep 
Score: -7059392.500000 Penalty: 1789.482300
	Iteration 0F: 2 clusters Score -7059392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -7018807.000000 Penalty: 3578.964600
	Iteration 0F: 3 clusters Score -7018807 nChanged 28677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -7035497.000000 Penalty: 3578.964600
	Iteration 1F: 3 clusters Score -7035497 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -7036286.500000 Penalty: 3578.964600
	Iteration 2Q: 3 clusters Score -7036286 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -7037424.000000 Penalty: 3578.964600
	Iteration 3Q: 3 clusters Score -7037424 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -7038940.000000 Penalty: 3578.964600
	Iteration 4F: 3 clusters Score -7038940 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -7041163.500000 Penalty: 3578.964600
	Iteration 5F: 3 clusters Score -7041164 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -7044215.000000 Penalty: 3578.964600
	Iteration 6F: 3 clusters Score -7044215 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -7047696.500000 Penalty: 3578.964600
	Iteration 7F: 3 clusters Score -7047696 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -7051088.000000 Penalty: 3578.964600
	Iteration 8F: 3 clusters Score -7051088 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -7053621.500000 Penalty: 3578.964600
	Iteration 9Q: 3 clusters Score -7053622 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -7055150.500000 Penalty: 3578.964600
	Iteration 10Q: 3 clusters Score -7055150 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -7056032.500000 Penalty: 3578.964600
	Iteration 11Q: 3 clusters Score -7056032 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -7056534.500000 Penalty: 3578.964600
	Iteration 12Q: 3 clusters Score -7056534 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -7056893.500000 Penalty: 3578.964600
	Iteration 13Q: 3 clusters Score -7056894 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -7057157.000000 Penalty: 3578.964600
	Iteration 14Q: 3 clusters Score -7057157 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -7057351.000000 Penalty: 3578.964600
	Iteration 15Q: 3 clusters Score -7057351 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -7057497.500000 Penalty: 3578.964600
	Iteration 16Q: 3 clusters Score -7057498 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -7057632.500000 Penalty: 3578.964600
	Iteration 17Q: 3 clusters Score -7057632 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -7057709.000000 Penalty: 3578.964600
	Iteration 18Q: 3 clusters Score -7057709 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -7057764.000000 Penalty: 3578.964600
	Iteration 19Q: 3 clusters Score -7057764 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -7057807.000000 Penalty: 3578.964600
	Iteration 20F: 3 clusters Score -7057807 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -7057868.000000 Penalty: 3578.964600
	Iteration 21Q: 3 clusters Score -7057868 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -7057906.500000 Penalty: 3578.964600
	Iteration 22Q: 3 clusters Score -7057906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -7057931.500000 Penalty: 3578.964600
	Iteration 23Q: 3 clusters Score -7057932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -7057971.500000 Penalty: 3578.964600
	Iteration 24Q: 3 clusters Score -7057972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -7057988.500000 Penalty: 3578.964600
	Iteration 25Q: 3 clusters Score -7057988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -7058007.000000 Penalty: 3578.964600
	Iteration 26Q: 3 clusters Score -7058007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -7058014.000000 Penalty: 3578.964600
	Iteration 27Q: 3 clusters Score -7058014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -7058034.000000 Penalty: 3578.964600
	Iteration 28Q: 3 clusters Score -7058034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -7058033.000000 Penalty: 3578.964600
	Iteration 29Q: 3 clusters Score -7058033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -7058033.000000 Penalty: 3578.964600
	Iteration 30Q: 3 clusters Score -7058033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -7058049.500000 Penalty: 3578.964600
	Iteration 31Q: 3 clusters Score -7058050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -7058058.000000 Penalty: 3578.964600
	Iteration 32Q: 3 clusters Score -7058058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -7058066.000000 Penalty: 3578.964600
	Iteration 33Q: 3 clusters Score -7058066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -7058074.500000 Penalty: 3578.964600
	Iteration 34Q: 3 clusters Score -7058074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -7058069.000000 Penalty: 3578.964600
	Iteration 35Q: 3 clusters Score -7058069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -7058085.500000 Penalty: 3578.964600
	Iteration 36Q: 3 clusters Score -7058086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -7058094.500000 Penalty: 3578.964600
	Iteration 37Q: 3 clusters Score -7058094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -7058102.000000 Penalty: 3578.964600
	Iteration 38Q: 3 clusters Score -7058102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -7058110.000000 Penalty: 3578.964600
	Iteration 39Q: 3 clusters Score -7058110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -7058105.000000 Penalty: 3578.964600
	Iteration 40F: 3 clusters Score -7058105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -7058104.000000 Penalty: 3578.964600
	Iteration 41Q: 3 clusters Score -7058104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -7058107.000000 Penalty: 3578.964600
	Iteration 42Q: 3 clusters Score -7058107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -7058107.500000 Penalty: 3578.964600
	Iteration 43Q: 3 clusters Score -7058108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -7058112.000000 Penalty: 3578.964600
	Iteration 44Q: 3 clusters Score -7058112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -7058107.500000 Penalty: 3578.964600
	Iteration 45Q: 3 clusters Score -7058108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -7058107.000000 Penalty: 3578.964600
	Iteration 46Q: 3 clusters Score -7058107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -7058109.000000 Penalty: 3578.964600
	Iteration 47Q: 3 clusters Score -7058109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -7058113.000000 Penalty: 3578.964600
	Iteration 48Q: 3 clusters Score -7058113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -7058115.500000 Penalty: 3578.964600
	Iteration 49Q: 3 clusters Score -7058116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -7058112.500000 Penalty: 3578.964600
	Iteration 50Q: 3 clusters Score -7058112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -7058110.500000 Penalty: 3578.964600
	Iteration 51Q: 3 clusters Score -7058110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -7058113.000000 Penalty: 3578.964600
	Iteration 52Q: 3 clusters Score -7058113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -7058114.500000 Penalty: 3578.964600
	Iteration 53Q: 3 clusters Score -7058114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -7058113.000000 Penalty: 3578.964600
	Iteration 54Q: 3 clusters Score -7058113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -7058113.500000 Penalty: 3578.964600
	Iteration 55Q: 3 clusters Score -7058114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -7058111.000000 Penalty: 3578.964600
	Iteration 56Q: 3 clusters Score -7058111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -7058113.000000 Penalty: 3578.964600
	Iteration 57Q: 3 clusters Score -7058113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -7058113.000000 Penalty: 3578.964600
	Iteration 58F: 3 clusters Score -7058113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Entering Unmasked Estep 
Score: -1597802.875000 Penalty: 1548.239868
	Iteration 0F: 2 clusters Score -1597803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1588144.875000 Penalty: 3096.479736
	Iteration 0F: 3 clusters Score -1588145 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1591528.250000 Penalty: 3096.479736
	Iteration 1F: 3 clusters Score -1591528 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1592028.375000 Penalty: 3096.479736
	Iteration 2F: 3 clusters Score -1592028 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1592533.250000 Penalty: 3096.479736
	Iteration 3F: 3 clusters Score -1592533 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1592990.125000 Penalty: 3096.479736
	Iteration 4F: 3 clusters Score -1592990 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1593445.125000 Penalty: 3096.479736
	Iteration 5F: 3 clusters Score -1593445 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1593914.750000 Penalty: 3096.479736
	Iteration 6F: 3 clusters Score -1593915 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1594397.375000 Penalty: 3096.479736
	Iteration 7F: 3 clusters Score -1594397 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1594894.000000 Penalty: 3096.479736
	Iteration 8F: 3 clusters Score -1594894 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1595353.875000 Penalty: 3096.479736
	Iteration 9Q: 3 clusters Score -1595354 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1595725.500000 Penalty: 3096.479736
	Iteration 10Q: 3 clusters Score -1595726 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1596022.000000 Penalty: 3096.479736
	Iteration 11Q: 3 clusters Score -1596022 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1596223.250000 Penalty: 3096.479736
	Iteration 12Q: 3 clusters Score -1596223 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1596391.625000 Penalty: 3096.479736
	Iteration 13Q: 3 clusters Score -1596392 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1596482.500000 Penalty: 3096.479736
	Iteration 14Q: 3 clusters Score -1596482 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1596544.000000 Penalty: 3096.479736
	Iteration 15Q: 3 clusters Score -1596544 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1596596.875000 Penalty: 3096.479736
	Iteration 16Q: 3 clusters Score -1596597 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1596659.375000 Penalty: 3096.479736
	Iteration 17Q: 3 clusters Score -1596659 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1596710.500000 Penalty: 3096.479736
	Iteration 18Q: 3 clusters Score -1596710 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1596746.500000 Penalty: 3096.479736
	Iteration 19Q: 3 clusters Score -1596746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1596785.125000 Penalty: 3096.479736
	Iteration 20F: 3 clusters Score -1596785 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1596809.500000 Penalty: 3096.479736
	Iteration 21Q: 3 clusters Score -1596810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1596831.125000 Penalty: 3096.479736
	Iteration 22Q: 3 clusters Score -1596831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1596857.000000 Penalty: 3096.479736
	Iteration 23Q: 3 clusters Score -1596857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1596874.000000 Penalty: 3096.479736
	Iteration 24Q: 3 clusters Score -1596874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1596901.250000 Penalty: 3096.479736
	Iteration 25Q: 3 clusters Score -1596901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1596918.625000 Penalty: 3096.479736
	Iteration 26Q: 3 clusters Score -1596919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1596935.750000 Penalty: 3096.479736
	Iteration 27Q: 3 clusters Score -1596936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1596957.125000 Penalty: 3096.479736
	Iteration 28Q: 3 clusters Score -1596957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1596969.375000 Penalty: 3096.479736
	Iteration 29Q: 3 clusters Score -1596969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1596985.250000 Penalty: 3096.479736
	Iteration 30Q: 3 clusters Score -1596985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1597012.625000 Penalty: 3096.479736
	Iteration 31Q: 3 clusters Score -1597013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1597036.000000 Penalty: 3096.479736
	Iteration 32Q: 3 clusters Score -1597036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1597050.000000 Penalty: 3096.479736
	Iteration 33Q: 3 clusters Score -1597050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1597057.000000 Penalty: 3096.479736
	Iteration 34Q: 3 clusters Score -1597057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1597066.750000 Penalty: 3096.479736
	Iteration 35Q: 3 clusters Score -1597067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1597076.250000 Penalty: 3096.479736
	Iteration 36Q: 3 clusters Score -1597076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1597087.375000 Penalty: 3096.479736
	Iteration 37Q: 3 clusters Score -1597087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1597090.375000 Penalty: 3096.479736
	Iteration 38Q: 3 clusters Score -1597090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1597093.125000 Penalty: 3096.479736
	Iteration 39Q: 3 clusters Score -1597093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1597102.750000 Penalty: 3096.479736
	Iteration 40F: 3 clusters Score -1597103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1597106.625000 Penalty: 3096.479736
	Iteration 41Q: 3 clusters Score -1597107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1597112.375000 Penalty: 3096.479736
	Iteration 42Q: 3 clusters Score -1597112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1597117.250000 Penalty: 3096.479736
	Iteration 43Q: 3 clusters Score -1597117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1597114.250000 Penalty: 3096.479736
	Iteration 44Q: 3 clusters Score -1597114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1597118.000000 Penalty: 3096.479736
	Iteration 45Q: 3 clusters Score -1597118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1597118.250000 Penalty: 3096.479736
	Iteration 46Q: 3 clusters Score -1597118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1597120.500000 Penalty: 3096.479736
	Iteration 47Q: 3 clusters Score -1597120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1597121.125000 Penalty: 3096.479736
	Iteration 48Q: 3 clusters Score -1597121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1597122.000000 Penalty: 3096.479736
	Iteration 49Q: 3 clusters Score -1597122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1597125.000000 Penalty: 3096.479736
	Iteration 50Q: 3 clusters Score -1597125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1597125.875000 Penalty: 3096.479736
	Iteration 51Q: 3 clusters Score -1597126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1597124.500000 Penalty: 3096.479736
	Iteration 52Q: 3 clusters Score -1597124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1597126.500000 Penalty: 3096.479736
	Iteration 53Q: 3 clusters Score -1597126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1597130.625000 Penalty: 3096.479736
	Iteration 54Q: 3 clusters Score -1597131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1597134.000000 Penalty: 3096.479736
	Iteration 55Q: 3 clusters Score -1597134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1597136.875000 Penalty: 3096.479736
	Iteration 56Q: 3 clusters Score -1597137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1597136.625000 Penalty: 3096.479736
	Iteration 57Q: 3 clusters Score -1597137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1597136.625000 Penalty: 3096.479736
	Iteration 58F: 3 clusters Score -1597137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Entering Unmasked Estep 
Score: -3238365.500000 Penalty: 1669.437744
	Iteration 0F: 2 clusters Score -3238366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3219044.250000 Penalty: 3338.875488
	Iteration 0F: 3 clusters Score -3219044 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3226283.500000 Penalty: 3338.875488
	Iteration 1F: 3 clusters Score -3226284 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3226702.500000 Penalty: 3338.875488
	Iteration 2Q: 3 clusters Score -3226702 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3227141.000000 Penalty: 3338.875488
	Iteration 3Q: 3 clusters Score -3227141 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3227790.250000 Penalty: 3338.875488
	Iteration 4Q: 3 clusters Score -3227790 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3228700.250000 Penalty: 3338.875488
	Iteration 5F: 3 clusters Score -3228700 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3230027.000000 Penalty: 3338.875488
	Iteration 6F: 3 clusters Score -3230027 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3231744.500000 Penalty: 3338.875488
	Iteration 7F: 3 clusters Score -3231744 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3233510.000000 Penalty: 3338.875488
	Iteration 8F: 3 clusters Score -3233510 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3234892.750000 Penalty: 3338.875488
	Iteration 9Q: 3 clusters Score -3234893 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3235807.500000 Penalty: 3338.875488
	Iteration 10Q: 3 clusters Score -3235808 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3236378.750000 Penalty: 3338.875488
	Iteration 11Q: 3 clusters Score -3236379 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3236706.250000 Penalty: 3338.875488
	Iteration 12Q: 3 clusters Score -3236706 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3236898.250000 Penalty: 3338.875488
	Iteration 13Q: 3 clusters Score -3236898 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3237016.250000 Penalty: 3338.875488
	Iteration 14Q: 3 clusters Score -3237016 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3237079.500000 Penalty: 3338.875488
	Iteration 15Q: 3 clusters Score -3237080 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3237113.750000 Penalty: 3338.875488
	Iteration 16Q: 3 clusters Score -3237114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3237125.000000 Penalty: 3338.875488
	Iteration 17Q: 3 clusters Score -3237125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3237130.750000 Penalty: 3338.875488
	Iteration 18Q: 3 clusters Score -3237131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3237137.250000 Penalty: 3338.875488
	Iteration 19Q: 3 clusters Score -3237137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3237146.250000 Penalty: 3338.875488
	Iteration 20F: 3 clusters Score -3237146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3237153.000000 Penalty: 3338.875488
	Iteration 21Q: 3 clusters Score -3237153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3237157.250000 Penalty: 3338.875488
	Iteration 22Q: 3 clusters Score -3237157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3237155.500000 Penalty: 3338.875488
	Iteration 23Q: 3 clusters Score -3237156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3237157.750000 Penalty: 3338.875488
	Iteration 24Q: 3 clusters Score -3237158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3237158.000000 Penalty: 3338.875488
	Iteration 25Q: 3 clusters Score -3237158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3237160.000000 Penalty: 3338.875488
	Iteration 26Q: 3 clusters Score -3237160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3237163.500000 Penalty: 3338.875488
	Iteration 27Q: 3 clusters Score -3237164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3237165.500000 Penalty: 3338.875488
	Iteration 28Q: 3 clusters Score -3237166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3237169.250000 Penalty: 3338.875488
	Iteration 29Q: 3 clusters Score -3237169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3237170.500000 Penalty: 3338.875488
	Iteration 30Q: 3 clusters Score -3237170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3237170.500000 Penalty: 3338.875488
	Iteration 31Q: 3 clusters Score -3237170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3237171.750000 Penalty: 3338.875488
	Iteration 32Q: 3 clusters Score -3237172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3237171.250000 Penalty: 3338.875488
	Iteration 33Q: 3 clusters Score -3237171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3237167.250000 Penalty: 3338.875488
	Iteration 34Q: 3 clusters Score -3237167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3237167.250000 Penalty: 3338.875488
	Iteration 35Q: 3 clusters Score -3237167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3237168.750000 Penalty: 3338.875488
	Iteration 36Q: 3 clusters Score -3237169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3237168.750000 Penalty: 3338.875488
	Iteration 37F: 3 clusters Score -3237169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Entering Unmasked Estep 
Score: -10901877.000000 Penalty: 1858.977295
	Iteration 0F: 2 clusters Score -1.090188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -10841085.000000 Penalty: 3717.954590
	Iteration 0F: 3 clusters Score -1.084108e+07 nChanged 44308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -10866772.000000 Penalty: 3717.954590
	Iteration 1F: 3 clusters Score -1.086677e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -10867353.000000 Penalty: 3717.954590
	Iteration 2Q: 3 clusters Score -1.086735e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -10867930.000000 Penalty: 3717.954590
	Iteration 3Q: 3 clusters Score -1.086793e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -10868803.000000 Penalty: 3717.954590
	Iteration 4Q: 3 clusters Score -1.08688e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -10870120.000000 Penalty: 3717.954590
	Iteration 5Q: 3 clusters Score -1.087012e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -10872118.000000 Penalty: 3717.954590
	Iteration 6Q: 3 clusters Score -1.087212e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -10875426.000000 Penalty: 3717.954590
	Iteration 7F: 3 clusters Score -1.087543e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -10880188.000000 Penalty: 3717.954590
	Iteration 8F: 3 clusters Score -1.088019e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -10886154.000000 Penalty: 3717.954590
	Iteration 9F: 3 clusters Score -1.088615e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -10891263.000000 Penalty: 3717.954590
	Iteration 10F: 3 clusters Score -1.089126e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -10894644.000000 Penalty: 3717.954590
	Iteration 11Q: 3 clusters Score -1.089464e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -10896570.000000 Penalty: 3717.954590
	Iteration 12Q: 3 clusters Score -1.089657e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 86412 members 
Entering Unmasked Estep 
Score: -10897726.000000 Penalty: 3717.954590
	Iteration 13Q: 3 clusters Score -1.089773e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -10898622.000000 Penalty: 3717.954590
	Iteration 14Q: 3 clusters Score -1.089862e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -10899357.000000 Penalty: 3717.954590
	Iteration 15Q: 3 clusters Score -1.089936e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -10899766.000000 Penalty: 3717.954590
	Iteration 16Q: 3 clusters Score -1.089977e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -10899961.000000 Penalty: 3717.954590
	Iteration 17Q: 3 clusters Score -1.089996e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -10900066.000000 Penalty: 3717.954590
	Iteration 18Q: 3 clusters Score -1.090007e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -10900136.000000 Penalty: 3717.954590
	Iteration 19Q: 3 clusters Score -1.090014e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 90035 members 
Entering Unmasked Estep 
Score: -10900184.000000 Penalty: 3717.954590
	Iteration 20F: 3 clusters Score -1.090018e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -10900231.000000 Penalty: 3717.954590
	Iteration 21Q: 3 clusters Score -1.090023e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -10900261.000000 Penalty: 3717.954590
	Iteration 22Q: 3 clusters Score -1.090026e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 90491 members 
Entering Unmasked Estep 
Score: -10900280.000000 Penalty: 3717.954590
	Iteration 23Q: 3 clusters Score -1.090028e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -10900298.000000 Penalty: 3717.954590
	Iteration 24Q: 3 clusters Score -1.09003e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -10900302.000000 Penalty: 3717.954590
	Iteration 25Q: 3 clusters Score -1.09003e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 90811 members 
Entering Unmasked Estep 
Score: -10900307.000000 Penalty: 3717.954590
	Iteration 26Q: 3 clusters Score -1.090031e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -10900313.000000 Penalty: 3717.954590
	Iteration 27Q: 3 clusters Score -1.090031e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -10900319.000000 Penalty: 3717.954590
	Iteration 28Q: 3 clusters Score -1.090032e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -10900336.000000 Penalty: 3717.954590
	Iteration 29Q: 3 clusters Score -1.090034e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -10900351.000000 Penalty: 3717.954590
	Iteration 30Q: 3 clusters Score -1.090035e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -10900334.000000 Penalty: 3717.954590
	Iteration 31Q: 3 clusters Score -1.090033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -10900336.000000 Penalty: 3717.954590
	Iteration 32Q: 3 clusters Score -1.090034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -10900340.000000 Penalty: 3717.954590
	Iteration 33Q: 3 clusters Score -1.090034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 91129 members 
Entering Unmasked Estep 
Score: -10900332.000000 Penalty: 3717.954590
	Iteration 34Q: 3 clusters Score -1.090033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -10900351.000000 Penalty: 3717.954590
	Iteration 35Q: 3 clusters Score -1.090035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -10900353.000000 Penalty: 3717.954590
	Iteration 36Q: 3 clusters Score -1.090035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -10900356.000000 Penalty: 3717.954590
	Iteration 37Q: 3 clusters Score -1.090036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -10900350.000000 Penalty: 3717.954590
	Iteration 38Q: 3 clusters Score -1.090035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 91210 members 
Entering Unmasked Estep 
Score: -10900350.000000 Penalty: 3717.954590
	Iteration 39Q: 3 clusters Score -1.090035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -10900358.000000 Penalty: 3717.954590
	Iteration 40F: 3 clusters Score -1.090036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -10900354.000000 Penalty: 3717.954590
	Iteration 41Q: 3 clusters Score -1.090035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -10900350.000000 Penalty: 3717.954590
	Iteration 42Q: 3 clusters Score -1.090035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -10900351.000000 Penalty: 3717.954590
	Iteration 43Q: 3 clusters Score -1.090035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 91263 members 
Entering Unmasked Estep 
Score: -10900368.000000 Penalty: 3717.954590
	Iteration 44Q: 3 clusters Score -1.090037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -10900363.000000 Penalty: 3717.954590
	Iteration 45Q: 3 clusters Score -1.090036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
Score: -10900363.000000 Penalty: 3717.954590
	Iteration 46Q: 3 clusters Score -1.090036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 91282 members 
Entering Unmasked Estep 
Score: -10900363.000000 Penalty: 3717.954590
	Iteration 47Q: 3 clusters Score -1.090036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -10900359.000000 Penalty: 3717.954590
	Iteration 48Q: 3 clusters Score -1.090036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -10900367.000000 Penalty: 3717.954590
	Iteration 49Q: 3 clusters Score -1.090037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -10900367.000000 Penalty: 3717.954590
	Iteration 50Q: 3 clusters Score -1.090037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -10900373.000000 Penalty: 3717.954590
	Iteration 51Q: 3 clusters Score -1.090037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 91320 members 
Entering Unmasked Estep 
Score: -10900364.000000 Penalty: 3717.954590
	Iteration 52Q: 3 clusters Score -1.090036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 91323 members 
Entering Unmasked Estep 
Score: -10900374.000000 Penalty: 3717.954590
	Iteration 53Q: 3 clusters Score -1.090037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -10900374.000000 Penalty: 3717.954590
	Iteration 54Q: 3 clusters Score -1.090037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -10900370.000000 Penalty: 3717.954590
	Iteration 55Q: 3 clusters Score -1.090037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -10900365.000000 Penalty: 3717.954590
	Iteration 56Q: 3 clusters Score -1.090036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 91337 members 
Entering Unmasked Estep 
Score: -10900370.000000 Penalty: 3717.954590
	Iteration 57Q: 3 clusters Score -1.090037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -10900368.000000 Penalty: 3717.954590
	Iteration 58Q: 3 clusters Score -1.090037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -10900374.000000 Penalty: 3717.954590
	Iteration 59Q: 3 clusters Score -1.090037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -10900375.000000 Penalty: 3717.954590
	Iteration 60F: 3 clusters Score -1.090038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -10900368.000000 Penalty: 3717.954590
	Iteration 61Q: 3 clusters Score -1.090037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -10900368.000000 Penalty: 3717.954590
	Iteration 62Q: 3 clusters Score -1.090037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -10900361.000000 Penalty: 3717.954590
	Iteration 63Q: 3 clusters Score -1.090036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -10900369.000000 Penalty: 3717.954590
	Iteration 64Q: 3 clusters Score -1.090037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -10900372.000000 Penalty: 3717.954590
	Iteration 65Q: 3 clusters Score -1.090037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -10900378.000000 Penalty: 3717.954590
	Iteration 66Q: 3 clusters Score -1.090038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -10900379.000000 Penalty: 3717.954590
	Iteration 67Q: 3 clusters Score -1.090038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 91363 members 
Entering Unmasked Estep 
Score: -10900380.000000 Penalty: 3717.954590
	Iteration 68Q: 3 clusters Score -1.090038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -10900383.000000 Penalty: 3717.954590
	Iteration 69Q: 3 clusters Score -1.090038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -10900381.000000 Penalty: 3717.954590
	Iteration 70Q: 3 clusters Score -1.090038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -10900380.000000 Penalty: 3717.954590
	Iteration 71Q: 3 clusters Score -1.090038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -10900379.000000 Penalty: 3717.954590
	Iteration 72Q: 3 clusters Score -1.090038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -10900379.000000 Penalty: 3717.954590
	Iteration 73F: 3 clusters Score -1.090038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -41222.593750 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -41222.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40244.031250 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -40244.03 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40386.175781 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -40386.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40425.824219 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -40425.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40466.578125 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -40466.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40499.605469 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -40499.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40539.730469 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -40539.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40563.457031 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -40563.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40584.390625 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -40584.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40589.964844 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -40589.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40598.792969 Penalty: 1953.661865
	Iteration 9Q: 3 clusters Score -40598.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40602.488281 Penalty: 1953.661865
	Iteration 10Q: 3 clusters Score -40602.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40604.644531 Penalty: 1953.661865
	Iteration 11Q: 3 clusters Score -40604.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40613.644531 Penalty: 1953.661865
	Iteration 12Q: 3 clusters Score -40613.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40618.410156 Penalty: 1953.661865
	Iteration 13Q: 3 clusters Score -40618.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40620.523438 Penalty: 1953.661865
	Iteration 14Q: 3 clusters Score -40620.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40620.523438 Penalty: 1953.661865
	Iteration 15F: 3 clusters Score -40620.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -212679.546875 Penalty: 1231.199097
	Iteration 0F: 2 clusters Score -212679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -210672.828125 Penalty: 2462.398193
	Iteration 0F: 3 clusters Score -210672.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -211367.390625 Penalty: 2462.398193
	Iteration 1F: 3 clusters Score -211367.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -211782.875000 Penalty: 2462.398193
	Iteration 2F: 3 clusters Score -211782.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -212100.234375 Penalty: 2462.398193
	Iteration 3F: 3 clusters Score -212100.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -212294.343750 Penalty: 2462.398193
	Iteration 4F: 3 clusters Score -212294.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -212379.750000 Penalty: 2462.398193
	Iteration 5Q: 3 clusters Score -212379.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -212414.437500 Penalty: 2462.398193
	Iteration 6Q: 3 clusters Score -212414.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -212426.640625 Penalty: 2462.398193
	Iteration 7Q: 3 clusters Score -212426.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -212434.312500 Penalty: 2462.398193
	Iteration 8Q: 3 clusters Score -212434.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -212440.203125 Penalty: 2462.398193
	Iteration 9Q: 3 clusters Score -212440.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -212445.406250 Penalty: 2462.398193
	Iteration 10Q: 3 clusters Score -212445.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -212449.625000 Penalty: 2462.398193
	Iteration 11Q: 3 clusters Score -212449.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -212452.031250 Penalty: 2462.398193
	Iteration 12Q: 3 clusters Score -212452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -212454.843750 Penalty: 2462.398193
	Iteration 13Q: 3 clusters Score -212454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212456.890625 Penalty: 2462.398193
	Iteration 14Q: 3 clusters Score -212456.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -212459.187500 Penalty: 2462.398193
	Iteration 15Q: 3 clusters Score -212459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -212462.265625 Penalty: 2462.398193
	Iteration 16Q: 3 clusters Score -212462.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -212463.156250 Penalty: 2462.398193
	Iteration 17Q: 3 clusters Score -212463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -212463.156250 Penalty: 2462.398193
	Iteration 18F: 3 clusters Score -212463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80839 members 
Entering Unmasked Estep 
Score: -9468223.000000 Penalty: 1836.284912
	Iteration 0F: 2 clusters Score -9468223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -9414867.000000 Penalty: 3672.569824
	Iteration 0F: 3 clusters Score -9414867 nChanged 38393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -9437179.000000 Penalty: 3672.569824
	Iteration 1F: 3 clusters Score -9437179 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -9437813.000000 Penalty: 3672.569824
	Iteration 2Q: 3 clusters Score -9437813 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -9438620.000000 Penalty: 3672.569824
	Iteration 3Q: 3 clusters Score -9438620 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -9439980.000000 Penalty: 3672.569824
	Iteration 4Q: 3 clusters Score -9439980 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -9442229.000000 Penalty: 3672.569824
	Iteration 5F: 3 clusters Score -9442229 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -9445668.000000 Penalty: 3672.569824
	Iteration 6F: 3 clusters Score -9445668 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -9450204.000000 Penalty: 3672.569824
	Iteration 7F: 3 clusters Score -9450204 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -9455083.000000 Penalty: 3672.569824
	Iteration 8F: 3 clusters Score -9455083 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 71620 members 
Entering Unmasked Estep 
Score: -9459222.000000 Penalty: 3672.569824
	Iteration 9F: 3 clusters Score -9459222 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -9462128.000000 Penalty: 3672.569824
	Iteration 10Q: 3 clusters Score -9462128 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -9464125.000000 Penalty: 3672.569824
	Iteration 11Q: 3 clusters Score -9464125 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -9465281.000000 Penalty: 3672.569824
	Iteration 12Q: 3 clusters Score -9465281 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -9465985.000000 Penalty: 3672.569824
	Iteration 13Q: 3 clusters Score -9465985 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -9466281.000000 Penalty: 3672.569824
	Iteration 14Q: 3 clusters Score -9466281 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -9466430.000000 Penalty: 3672.569824
	Iteration 15Q: 3 clusters Score -9466430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -9466491.000000 Penalty: 3672.569824
	Iteration 16Q: 3 clusters Score -9466491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -9466521.000000 Penalty: 3672.569824
	Iteration 17Q: 3 clusters Score -9466521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 80578 members 
Entering Unmasked Estep 
Score: -9466546.000000 Penalty: 3672.569824
	Iteration 18Q: 3 clusters Score -9466546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -9466570.000000 Penalty: 3672.569824
	Iteration 19Q: 3 clusters Score -9466570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -9466576.000000 Penalty: 3672.569824
	Iteration 20F: 3 clusters Score -9466576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -9466584.000000 Penalty: 3672.569824
	Iteration 21Q: 3 clusters Score -9466584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -9466599.000000 Penalty: 3672.569824
	Iteration 22Q: 3 clusters Score -9466599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -9466612.000000 Penalty: 3672.569824
	Iteration 23Q: 3 clusters Score -9466612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -9466624.000000 Penalty: 3672.569824
	Iteration 24Q: 3 clusters Score -9466624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 80624 members 
Entering Unmasked Estep 
Score: -9466623.000000 Penalty: 3672.569824
	Iteration 25Q: 3 clusters Score -9466623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 80624 members 
Entering Unmasked Estep 
Score: -9466624.000000 Penalty: 3672.569824
	Iteration 26Q: 3 clusters Score -9466624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -9466632.000000 Penalty: 3672.569824
	Iteration 27Q: 3 clusters Score -9466632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -9466631.000000 Penalty: 3672.569824
	Iteration 28Q: 3 clusters Score -9466631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -9466631.000000 Penalty: 3672.569824
	Iteration 29F: 3 clusters Score -9466631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -28557.757812 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -28557.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27731.240234 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -27731.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27845.824219 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -27845.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27866.925781 Penalty: 1835.916626
	Iteration 2Q: 3 clusters Score -27866.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27879.734375 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -27879.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27881.238281 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -27881.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27881.238281 Penalty: 1835.916626
	Iteration 5F: 3 clusters Score -27881.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Entering Unmasked Estep 
Score: -592800.750000 Penalty: 1389.853760
	Iteration 0F: 2 clusters Score -592800.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -588706.125000 Penalty: 2779.707520
	Iteration 0F: 3 clusters Score -588706.1 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -589804.812500 Penalty: 2779.707520
	Iteration 1F: 3 clusters Score -589804.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -590007.062500 Penalty: 2779.707520
	Iteration 2F: 3 clusters Score -590007.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -590174.625000 Penalty: 2779.707520
	Iteration 3F: 3 clusters Score -590174.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -590321.875000 Penalty: 2779.707520
	Iteration 4Q: 3 clusters Score -590321.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -590442.187500 Penalty: 2779.707520
	Iteration 5Q: 3 clusters Score -590442.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -590545.625000 Penalty: 2779.707520
	Iteration 6Q: 3 clusters Score -590545.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -590677.687500 Penalty: 2779.707520
	Iteration 7Q: 3 clusters Score -590677.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -590854.000000 Penalty: 2779.707520
	Iteration 8Q: 3 clusters Score -590854 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -591085.875000 Penalty: 2779.707520
	Iteration 9Q: 3 clusters Score -591085.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -591317.375000 Penalty: 2779.707520
	Iteration 10Q: 3 clusters Score -591317.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -591457.125000 Penalty: 2779.707520
	Iteration 11Q: 3 clusters Score -591457.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -591540.687500 Penalty: 2779.707520
	Iteration 12Q: 3 clusters Score -591540.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -591605.500000 Penalty: 2779.707520
	Iteration 13Q: 3 clusters Score -591605.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -591648.187500 Penalty: 2779.707520
	Iteration 14Q: 3 clusters Score -591648.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -591684.750000 Penalty: 2779.707520
	Iteration 15Q: 3 clusters Score -591684.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -591709.687500 Penalty: 2779.707520
	Iteration 16Q: 3 clusters Score -591709.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -591728.812500 Penalty: 2779.707520
	Iteration 17Q: 3 clusters Score -591728.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -591741.687500 Penalty: 2779.707520
	Iteration 18Q: 3 clusters Score -591741.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -591749.750000 Penalty: 2779.707520
	Iteration 19Q: 3 clusters Score -591749.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -591758.937500 Penalty: 2779.707520
	Iteration 20F: 3 clusters Score -591758.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -591762.875000 Penalty: 2779.707520
	Iteration 21Q: 3 clusters Score -591762.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -591769.875000 Penalty: 2779.707520
	Iteration 22Q: 3 clusters Score -591769.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -591778.500000 Penalty: 2779.707520
	Iteration 23Q: 3 clusters Score -591778.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -591786.500000 Penalty: 2779.707520
	Iteration 24Q: 3 clusters Score -591786.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -591795.687500 Penalty: 2779.707520
	Iteration 25Q: 3 clusters Score -591795.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -591803.687500 Penalty: 2779.707520
	Iteration 26Q: 3 clusters Score -591803.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -591814.000000 Penalty: 2779.707520
	Iteration 27Q: 3 clusters Score -591814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -591820.375000 Penalty: 2779.707520
	Iteration 28Q: 3 clusters Score -591820.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -591830.312500 Penalty: 2779.707520
	Iteration 29Q: 3 clusters Score -591830.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -591841.625000 Penalty: 2779.707520
	Iteration 30Q: 3 clusters Score -591841.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -591855.500000 Penalty: 2779.707520
	Iteration 31Q: 3 clusters Score -591855.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -591871.000000 Penalty: 2779.707520
	Iteration 32Q: 3 clusters Score -591871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -591894.562500 Penalty: 2779.707520
	Iteration 33Q: 3 clusters Score -591894.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -591910.625000 Penalty: 2779.707520
	Iteration 34Q: 3 clusters Score -591910.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -591931.000000 Penalty: 2779.707520
	Iteration 35Q: 3 clusters Score -591931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -591947.125000 Penalty: 2779.707520
	Iteration 36Q: 3 clusters Score -591947.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -591960.500000 Penalty: 2779.707520
	Iteration 37Q: 3 clusters Score -591960.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -591966.562500 Penalty: 2779.707520
	Iteration 38Q: 3 clusters Score -591966.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -591975.250000 Penalty: 2779.707520
	Iteration 39Q: 3 clusters Score -591975.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -591982.625000 Penalty: 2779.707520
	Iteration 40F: 3 clusters Score -591982.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -591989.125000 Penalty: 2779.707520
	Iteration 41Q: 3 clusters Score -591989.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -591998.000000 Penalty: 2779.707520
	Iteration 42Q: 3 clusters Score -591998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -592005.250000 Penalty: 2779.707520
	Iteration 43Q: 3 clusters Score -592005.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -592012.312500 Penalty: 2779.707520
	Iteration 44Q: 3 clusters Score -592012.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -592020.187500 Penalty: 2779.707520
	Iteration 45Q: 3 clusters Score -592020.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -592028.562500 Penalty: 2779.707520
	Iteration 46Q: 3 clusters Score -592028.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -592043.375000 Penalty: 2779.707520
	Iteration 47Q: 3 clusters Score -592043.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -592051.812500 Penalty: 2779.707520
	Iteration 48Q: 3 clusters Score -592051.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -592067.187500 Penalty: 2779.707520
	Iteration 49Q: 3 clusters Score -592067.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -592081.437500 Penalty: 2779.707520
	Iteration 50Q: 3 clusters Score -592081.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -592097.312500 Penalty: 2779.707520
	Iteration 51Q: 3 clusters Score -592097.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -592110.562500 Penalty: 2779.707520
	Iteration 52Q: 3 clusters Score -592110.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -592120.750000 Penalty: 2779.707520
	Iteration 53Q: 3 clusters Score -592120.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -592126.125000 Penalty: 2779.707520
	Iteration 54Q: 3 clusters Score -592126.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -592131.500000 Penalty: 2779.707520
	Iteration 55Q: 3 clusters Score -592131.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -592133.187500 Penalty: 2779.707520
	Iteration 56Q: 3 clusters Score -592133.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -592136.812500 Penalty: 2779.707520
	Iteration 57Q: 3 clusters Score -592136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -592139.625000 Penalty: 2779.707520
	Iteration 58Q: 3 clusters Score -592139.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -592141.187500 Penalty: 2779.707520
	Iteration 59Q: 3 clusters Score -592141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -592142.125000 Penalty: 2779.707520
	Iteration 60F: 3 clusters Score -592142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -592144.000000 Penalty: 2779.707520
	Iteration 61Q: 3 clusters Score -592144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -592147.562500 Penalty: 2779.707520
	Iteration 62Q: 3 clusters Score -592147.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -592148.437500 Penalty: 2779.707520
	Iteration 63Q: 3 clusters Score -592148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -592149.312500 Penalty: 2779.707520
	Iteration 64Q: 3 clusters Score -592149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -592149.562500 Penalty: 2779.707520
	Iteration 65Q: 3 clusters Score -592149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -592150.437500 Penalty: 2779.707520
	Iteration 66Q: 3 clusters Score -592150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -592152.625000 Penalty: 2779.707520
	Iteration 67Q: 3 clusters Score -592152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -592155.687500 Penalty: 2779.707520
	Iteration 68Q: 3 clusters Score -592155.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -592160.812500 Penalty: 2779.707520
	Iteration 69Q: 3 clusters Score -592160.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -592166.687500 Penalty: 2779.707520
	Iteration 70Q: 3 clusters Score -592166.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -592168.437500 Penalty: 2779.707520
	Iteration 71Q: 3 clusters Score -592168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -592169.375000 Penalty: 2779.707520
	Iteration 72Q: 3 clusters Score -592169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -592170.000000 Penalty: 2779.707520
	Iteration 73Q: 3 clusters Score -592170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -592171.125000 Penalty: 2779.707520
	Iteration 74Q: 3 clusters Score -592171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -592175.437500 Penalty: 2779.707520
	Iteration 75Q: 3 clusters Score -592175.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -592175.250000 Penalty: 2779.707520
	Iteration 76Q: 3 clusters Score -592175.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -592176.125000 Penalty: 2779.707520
	Iteration 77Q: 3 clusters Score -592176.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -592179.937500 Penalty: 2779.707520
	Iteration 78Q: 3 clusters Score -592179.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -592180.625000 Penalty: 2779.707520
	Iteration 79Q: 3 clusters Score -592180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -592181.687500 Penalty: 2779.707520
	Iteration 80F: 3 clusters Score -592181.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -592182.625000 Penalty: 2779.707520
	Iteration 81Q: 3 clusters Score -592182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -592184.562500 Penalty: 2779.707520
	Iteration 82Q: 3 clusters Score -592184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -592184.812500 Penalty: 2779.707520
	Iteration 83Q: 3 clusters Score -592184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -592183.937500 Penalty: 2779.707520
	Iteration 84Q: 3 clusters Score -592183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -592184.312500 Penalty: 2779.707520
	Iteration 85Q: 3 clusters Score -592184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -592185.062500 Penalty: 2779.707520
	Iteration 86Q: 3 clusters Score -592185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -592184.125000 Penalty: 2779.707520
	Iteration 87Q: 3 clusters Score -592184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -592186.000000 Penalty: 2779.707520
	Iteration 88Q: 3 clusters Score -592186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -592187.875000 Penalty: 2779.707520
	Iteration 89Q: 3 clusters Score -592187.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -592188.250000 Penalty: 2779.707520
	Iteration 90Q: 3 clusters Score -592188.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -592189.312500 Penalty: 2779.707520
	Iteration 91Q: 3 clusters Score -592189.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -592194.062500 Penalty: 2779.707520
	Iteration 92Q: 3 clusters Score -592194.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -592197.187500 Penalty: 2779.707520
	Iteration 93Q: 3 clusters Score -592197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -592198.500000 Penalty: 2779.707520
	Iteration 94Q: 3 clusters Score -592198.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -592200.312500 Penalty: 2779.707520
	Iteration 95Q: 3 clusters Score -592200.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -592203.375000 Penalty: 2779.707520
	Iteration 96Q: 3 clusters Score -592203.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -592204.125000 Penalty: 2779.707520
	Iteration 97Q: 3 clusters Score -592204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -592204.500000 Penalty: 2779.707520
	Iteration 98Q: 3 clusters Score -592204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -592208.125000 Penalty: 2779.707520
	Iteration 99Q: 3 clusters Score -592208.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -592210.812500 Penalty: 2779.707520
	Iteration 100F: 3 clusters Score -592210.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -592214.562500 Penalty: 2779.707520
	Iteration 101Q: 3 clusters Score -592214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -592216.125000 Penalty: 2779.707520
	Iteration 102Q: 3 clusters Score -592216.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -592220.250000 Penalty: 2779.707520
	Iteration 103Q: 3 clusters Score -592220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -592222.625000 Penalty: 2779.707520
	Iteration 104Q: 3 clusters Score -592222.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -592226.312500 Penalty: 2779.707520
	Iteration 105Q: 3 clusters Score -592226.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -592226.562500 Penalty: 2779.707520
	Iteration 106Q: 3 clusters Score -592226.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -592229.687500 Penalty: 2779.707520
	Iteration 107Q: 3 clusters Score -592229.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -592230.812500 Penalty: 2779.707520
	Iteration 108Q: 3 clusters Score -592230.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -592233.687500 Penalty: 2779.707520
	Iteration 109Q: 3 clusters Score -592233.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -592234.125000 Penalty: 2779.707520
	Iteration 110Q: 3 clusters Score -592234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -592235.125000 Penalty: 2779.707520
	Iteration 111Q: 3 clusters Score -592235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -592234.812500 Penalty: 2779.707520
	Iteration 112Q: 3 clusters Score -592234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -592234.500000 Penalty: 2779.707520
	Iteration 113Q: 3 clusters Score -592234.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -592234.937500 Penalty: 2779.707520
	Iteration 114Q: 3 clusters Score -592234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -592234.312500 Penalty: 2779.707520
	Iteration 115Q: 3 clusters Score -592234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -592235.812500 Penalty: 2779.707520
	Iteration 116Q: 3 clusters Score -592235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -592237.062500 Penalty: 2779.707520
	Iteration 117Q: 3 clusters Score -592237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -592236.812500 Penalty: 2779.707520
	Iteration 118Q: 3 clusters Score -592236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -592237.687500 Penalty: 2779.707520
	Iteration 119Q: 3 clusters Score -592237.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -592237.562500 Penalty: 2779.707520
	Iteration 120F: 3 clusters Score -592237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -592237.437500 Penalty: 2779.707520
	Iteration 121Q: 3 clusters Score -592237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -592237.250000 Penalty: 2779.707520
	Iteration 122Q: 3 clusters Score -592237.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -592238.187500 Penalty: 2779.707520
	Iteration 123Q: 3 clusters Score -592238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -592239.312500 Penalty: 2779.707520
	Iteration 124Q: 3 clusters Score -592239.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -592239.312500 Penalty: 2779.707520
	Iteration 125F: 3 clusters Score -592239.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Entering Unmasked Estep 
Score: -8932263.000000 Penalty: 1828.646484
	Iteration 0F: 2 clusters Score -8932263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -8880640.000000 Penalty: 3657.292969
	Iteration 0F: 3 clusters Score -8880640 nChanged 36681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -8902077.000000 Penalty: 3657.292969
	Iteration 1F: 3 clusters Score -8902077 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -8902726.000000 Penalty: 3657.292969
	Iteration 2Q: 3 clusters Score -8902726 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -8903616.000000 Penalty: 3657.292969
	Iteration 3Q: 3 clusters Score -8903616 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -8904644.000000 Penalty: 3657.292969
	Iteration 4Q: 3 clusters Score -8904644 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -8906209.000000 Penalty: 3657.292969
	Iteration 5Q: 3 clusters Score -8906209 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -8908354.000000 Penalty: 3657.292969
	Iteration 6Q: 3 clusters Score -8908354 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -8911178.000000 Penalty: 3657.292969
	Iteration 7F: 3 clusters Score -8911178 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -8914654.000000 Penalty: 3657.292969
	Iteration 8F: 3 clusters Score -8914654 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -8917865.000000 Penalty: 3657.292969
	Iteration 9F: 3 clusters Score -8917865 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -8919693.000000 Penalty: 3657.292969
	Iteration 10Q: 3 clusters Score -8919693 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -8920406.000000 Penalty: 3657.292969
	Iteration 11Q: 3 clusters Score -8920406 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -8920820.000000 Penalty: 3657.292969
	Iteration 12Q: 3 clusters Score -8920820 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -8921019.000000 Penalty: 3657.292969
	Iteration 13Q: 3 clusters Score -8921019 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -8921262.000000 Penalty: 3657.292969
	Iteration 14Q: 3 clusters Score -8921262 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -8921552.000000 Penalty: 3657.292969
	Iteration 15Q: 3 clusters Score -8921552 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -8921795.000000 Penalty: 3657.292969
	Iteration 16Q: 3 clusters Score -8921795 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -8922042.000000 Penalty: 3657.292969
	Iteration 17Q: 3 clusters Score -8922042 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -8922322.000000 Penalty: 3657.292969
	Iteration 18Q: 3 clusters Score -8922322 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -8922619.000000 Penalty: 3657.292969
	Iteration 19Q: 3 clusters Score -8922619 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -8922848.000000 Penalty: 3657.292969
	Iteration 20F: 3 clusters Score -8922848 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -8923091.000000 Penalty: 3657.292969
	Iteration 21Q: 3 clusters Score -8923091 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -8923382.000000 Penalty: 3657.292969
	Iteration 22Q: 3 clusters Score -8923382 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -8923717.000000 Penalty: 3657.292969
	Iteration 23Q: 3 clusters Score -8923717 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -8923931.000000 Penalty: 3657.292969
	Iteration 24Q: 3 clusters Score -8923931 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -8924287.000000 Penalty: 3657.292969
	Iteration 25Q: 3 clusters Score -8924287 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -8924520.000000 Penalty: 3657.292969
	Iteration 26Q: 3 clusters Score -8924520 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -8924792.000000 Penalty: 3657.292969
	Iteration 27Q: 3 clusters Score -8924792 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -8925074.000000 Penalty: 3657.292969
	Iteration 28Q: 3 clusters Score -8925074 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -8925224.000000 Penalty: 3657.292969
	Iteration 29Q: 3 clusters Score -8925224 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -8925349.000000 Penalty: 3657.292969
	Iteration 30Q: 3 clusters Score -8925349 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -8925495.000000 Penalty: 3657.292969
	Iteration 31Q: 3 clusters Score -8925495 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8925651.000000 Penalty: 3657.292969
	Iteration 32Q: 3 clusters Score -8925651 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -8925832.000000 Penalty: 3657.292969
	Iteration 33Q: 3 clusters Score -8925832 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -8925910.000000 Penalty: 3657.292969
	Iteration 34Q: 3 clusters Score -8925910 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -8926095.000000 Penalty: 3657.292969
	Iteration 35Q: 3 clusters Score -8926095 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -8926303.000000 Penalty: 3657.292969
	Iteration 36Q: 3 clusters Score -8926303 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -8926512.000000 Penalty: 3657.292969
	Iteration 37Q: 3 clusters Score -8926512 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -8926677.000000 Penalty: 3657.292969
	Iteration 38Q: 3 clusters Score -8926677 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -8926828.000000 Penalty: 3657.292969
	Iteration 39Q: 3 clusters Score -8926828 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -8927004.000000 Penalty: 3657.292969
	Iteration 40F: 3 clusters Score -8927004 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61295 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -8927129.000000 Penalty: 3657.292969
	Iteration 41Q: 3 clusters Score -8927129 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -8927338.000000 Penalty: 3657.292969
	Iteration 42Q: 3 clusters Score -8927338 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -8927516.000000 Penalty: 3657.292969
	Iteration 43Q: 3 clusters Score -8927516 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -8927724.000000 Penalty: 3657.292969
	Iteration 44Q: 3 clusters Score -8927724 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -8927942.000000 Penalty: 3657.292969
	Iteration 45Q: 3 clusters Score -8927942 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -8928092.000000 Penalty: 3657.292969
	Iteration 46Q: 3 clusters Score -8928092 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -8928282.000000 Penalty: 3657.292969
	Iteration 47Q: 3 clusters Score -8928282 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -8928422.000000 Penalty: 3657.292969
	Iteration 48Q: 3 clusters Score -8928422 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -8928613.000000 Penalty: 3657.292969
	Iteration 49Q: 3 clusters Score -8928613 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -8928803.000000 Penalty: 3657.292969
	Iteration 50Q: 3 clusters Score -8928803 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -8928975.000000 Penalty: 3657.292969
	Iteration 51Q: 3 clusters Score -8928975 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -8929144.000000 Penalty: 3657.292969
	Iteration 52Q: 3 clusters Score -8929144 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -8929309.000000 Penalty: 3657.292969
	Iteration 53Q: 3 clusters Score -8929309 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -8929455.000000 Penalty: 3657.292969
	Iteration 54Q: 3 clusters Score -8929455 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -8929581.000000 Penalty: 3657.292969
	Iteration 55Q: 3 clusters Score -8929581 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -8929702.000000 Penalty: 3657.292969
	Iteration 56Q: 3 clusters Score -8929702 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -8929817.000000 Penalty: 3657.292969
	Iteration 57Q: 3 clusters Score -8929817 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72758 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -8929934.000000 Penalty: 3657.292969
	Iteration 58Q: 3 clusters Score -8929934 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8930096.000000 Penalty: 3657.292969
	Iteration 59Q: 3 clusters Score -8930096 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73461 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -8930175.000000 Penalty: 3657.292969
	Iteration 60F: 3 clusters Score -8930175 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -8930268.000000 Penalty: 3657.292969
	Iteration 61Q: 3 clusters Score -8930268 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -8930356.000000 Penalty: 3657.292969
	Iteration 62Q: 3 clusters Score -8930356 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -8930425.000000 Penalty: 3657.292969
	Iteration 63Q: 3 clusters Score -8930425 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -8930503.000000 Penalty: 3657.292969
	Iteration 64Q: 3 clusters Score -8930503 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8930562.000000 Penalty: 3657.292969
	Iteration 65Q: 3 clusters Score -8930562 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8930587.000000 Penalty: 3657.292969
	Iteration 66Q: 3 clusters Score -8930587 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8930656.000000 Penalty: 3657.292969
	Iteration 67Q: 3 clusters Score -8930656 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8930708.000000 Penalty: 3657.292969
	Iteration 68Q: 3 clusters Score -8930708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75244 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8930719.000000 Penalty: 3657.292969
	Iteration 69Q: 3 clusters Score -8930719 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8930737.000000 Penalty: 3657.292969
	Iteration 70Q: 3 clusters Score -8930737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8930744.000000 Penalty: 3657.292969
	Iteration 71Q: 3 clusters Score -8930744 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8930759.000000 Penalty: 3657.292969
	Iteration 72Q: 3 clusters Score -8930759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8930780.000000 Penalty: 3657.292969
	Iteration 73Q: 3 clusters Score -8930780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8930785.000000 Penalty: 3657.292969
	Iteration 74Q: 3 clusters Score -8930785 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8930799.000000 Penalty: 3657.292969
	Iteration 75Q: 3 clusters Score -8930799 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8930810.000000 Penalty: 3657.292969
	Iteration 76Q: 3 clusters Score -8930810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8930827.000000 Penalty: 3657.292969
	Iteration 77Q: 3 clusters Score -8930827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8930861.000000 Penalty: 3657.292969
	Iteration 78Q: 3 clusters Score -8930861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8930849.000000 Penalty: 3657.292969
	Iteration 79Q: 3 clusters Score -8930849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8930856.000000 Penalty: 3657.292969
	Iteration 80F: 3 clusters Score -8930856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8930867.000000 Penalty: 3657.292969
	Iteration 81Q: 3 clusters Score -8930867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8930865.000000 Penalty: 3657.292969
	Iteration 82Q: 3 clusters Score -8930865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8930877.000000 Penalty: 3657.292969
	Iteration 83Q: 3 clusters Score -8930877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8930891.000000 Penalty: 3657.292969
	Iteration 84Q: 3 clusters Score -8930891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8930885.000000 Penalty: 3657.292969
	Iteration 85Q: 3 clusters Score -8930885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8930895.000000 Penalty: 3657.292969
	Iteration 86Q: 3 clusters Score -8930895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8930901.000000 Penalty: 3657.292969
	Iteration 87Q: 3 clusters Score -8930901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8930901.000000 Penalty: 3657.292969
	Iteration 88Q: 3 clusters Score -8930901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8930907.000000 Penalty: 3657.292969
	Iteration 89Q: 3 clusters Score -8930907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8930914.000000 Penalty: 3657.292969
	Iteration 90Q: 3 clusters Score -8930914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76092 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8930913.000000 Penalty: 3657.292969
	Iteration 91Q: 3 clusters Score -8930913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8930913.000000 Penalty: 3657.292969
	Iteration 92Q: 3 clusters Score -8930913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8930916.000000 Penalty: 3657.292969
	Iteration 93Q: 3 clusters Score -8930916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8930925.000000 Penalty: 3657.292969
	Iteration 94Q: 3 clusters Score -8930925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8930926.000000 Penalty: 3657.292969
	Iteration 95Q: 3 clusters Score -8930926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8930924.000000 Penalty: 3657.292969
	Iteration 96Q: 3 clusters Score -8930924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8930924.000000 Penalty: 3657.292969
	Iteration 97F: 3 clusters Score -8930924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -112494.539062 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -112494.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111051.609375 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -111051.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111300.062500 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -111300.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111368.031250 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -111368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111404.820312 Penalty: 2238.786133
	Iteration 3Q: 3 clusters Score -111404.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111430.812500 Penalty: 2238.786133
	Iteration 4Q: 3 clusters Score -111430.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111449.140625 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -111449.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111459.859375 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -111459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111462.898438 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -111462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111464.617188 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -111464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111465.296875 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -111465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111467.070312 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -111467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111468.250000 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -111468.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111468.867188 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -111468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111468.867188 Penalty: 2238.786133
	Iteration 13F: 3 clusters Score -111468.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Entering Unmasked Estep 
Score: -1314391.500000 Penalty: 1519.037964
	Iteration 0F: 2 clusters Score -1314392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1306311.750000 Penalty: 3038.075928
	Iteration 0F: 3 clusters Score -1306312 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1309095.375000 Penalty: 3038.075928
	Iteration 1F: 3 clusters Score -1309095 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1309456.875000 Penalty: 3038.075928
	Iteration 2F: 3 clusters Score -1309457 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1309806.875000 Penalty: 3038.075928
	Iteration 3F: 3 clusters Score -1309807 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1310108.250000 Penalty: 3038.075928
	Iteration 4Q: 3 clusters Score -1310108 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1310397.375000 Penalty: 3038.075928
	Iteration 5Q: 3 clusters Score -1310397 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1310667.750000 Penalty: 3038.075928
	Iteration 6Q: 3 clusters Score -1310668 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1310897.125000 Penalty: 3038.075928
	Iteration 7Q: 3 clusters Score -1310897 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1311131.375000 Penalty: 3038.075928
	Iteration 8Q: 3 clusters Score -1311131 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1311344.375000 Penalty: 3038.075928
	Iteration 9Q: 3 clusters Score -1311344 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1311539.500000 Penalty: 3038.075928
	Iteration 10Q: 3 clusters Score -1311540 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1311705.875000 Penalty: 3038.075928
	Iteration 11Q: 3 clusters Score -1311706 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1311862.125000 Penalty: 3038.075928
	Iteration 12Q: 3 clusters Score -1311862 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1311998.625000 Penalty: 3038.075928
	Iteration 13Q: 3 clusters Score -1311999 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1312142.125000 Penalty: 3038.075928
	Iteration 14Q: 3 clusters Score -1312142 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1312297.250000 Penalty: 3038.075928
	Iteration 15Q: 3 clusters Score -1312297 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1312435.875000 Penalty: 3038.075928
	Iteration 16Q: 3 clusters Score -1312436 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1312556.500000 Penalty: 3038.075928
	Iteration 17Q: 3 clusters Score -1312556 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1312666.125000 Penalty: 3038.075928
	Iteration 18Q: 3 clusters Score -1312666 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1312767.500000 Penalty: 3038.075928
	Iteration 19Q: 3 clusters Score -1312768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1312835.375000 Penalty: 3038.075928
	Iteration 20F: 3 clusters Score -1312835 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1312886.250000 Penalty: 3038.075928
	Iteration 21Q: 3 clusters Score -1312886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1312925.250000 Penalty: 3038.075928
	Iteration 22Q: 3 clusters Score -1312925 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1312962.750000 Penalty: 3038.075928
	Iteration 23Q: 3 clusters Score -1312963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1313004.000000 Penalty: 3038.075928
	Iteration 24Q: 3 clusters Score -1313004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1313040.875000 Penalty: 3038.075928
	Iteration 25Q: 3 clusters Score -1313041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1313062.250000 Penalty: 3038.075928
	Iteration 26Q: 3 clusters Score -1313062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1313081.375000 Penalty: 3038.075928
	Iteration 27Q: 3 clusters Score -1313081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1313100.875000 Penalty: 3038.075928
	Iteration 28Q: 3 clusters Score -1313101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1313110.125000 Penalty: 3038.075928
	Iteration 29Q: 3 clusters Score -1313110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1313116.500000 Penalty: 3038.075928
	Iteration 30Q: 3 clusters Score -1313116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1313117.000000 Penalty: 3038.075928
	Iteration 31Q: 3 clusters Score -1313117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1313121.250000 Penalty: 3038.075928
	Iteration 32Q: 3 clusters Score -1313121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1313126.250000 Penalty: 3038.075928
	Iteration 33Q: 3 clusters Score -1313126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1313129.000000 Penalty: 3038.075928
	Iteration 34Q: 3 clusters Score -1313129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1313132.000000 Penalty: 3038.075928
	Iteration 35Q: 3 clusters Score -1313132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1313135.125000 Penalty: 3038.075928
	Iteration 36Q: 3 clusters Score -1313135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1313137.375000 Penalty: 3038.075928
	Iteration 37Q: 3 clusters Score -1313137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1313139.750000 Penalty: 3038.075928
	Iteration 38Q: 3 clusters Score -1313140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1313144.375000 Penalty: 3038.075928
	Iteration 39Q: 3 clusters Score -1313144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1313147.625000 Penalty: 3038.075928
	Iteration 40F: 3 clusters Score -1313148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1313150.375000 Penalty: 3038.075928
	Iteration 41Q: 3 clusters Score -1313150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1313148.750000 Penalty: 3038.075928
	Iteration 42Q: 3 clusters Score -1313149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1313148.750000 Penalty: 3038.075928
	Iteration 43F: 3 clusters Score -1313149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Entering Unmasked Estep 
Score: -620805.750000 Penalty: 1409.139893
	Iteration 0F: 2 clusters Score -620805.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -616312.000000 Penalty: 2818.279785
	Iteration 0F: 3 clusters Score -616312 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -617862.500000 Penalty: 2818.279785
	Iteration 1F: 3 clusters Score -617862.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -618367.125000 Penalty: 2818.279785
	Iteration 2F: 3 clusters Score -618367.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -618826.250000 Penalty: 2818.279785
	Iteration 3F: 3 clusters Score -618826.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -619220.000000 Penalty: 2818.279785
	Iteration 4F: 3 clusters Score -619220 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -619531.562500 Penalty: 2818.279785
	Iteration 5F: 3 clusters Score -619531.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -619761.000000 Penalty: 2818.279785
	Iteration 6F: 3 clusters Score -619761 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -619902.937500 Penalty: 2818.279785
	Iteration 7Q: 3 clusters Score -619902.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -620002.187500 Penalty: 2818.279785
	Iteration 8Q: 3 clusters Score -620002.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -620072.062500 Penalty: 2818.279785
	Iteration 9Q: 3 clusters Score -620072.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -620115.812500 Penalty: 2818.279785
	Iteration 10Q: 3 clusters Score -620115.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -620143.625000 Penalty: 2818.279785
	Iteration 11Q: 3 clusters Score -620143.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -620161.375000 Penalty: 2818.279785
	Iteration 12Q: 3 clusters Score -620161.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -620171.000000 Penalty: 2818.279785
	Iteration 13Q: 3 clusters Score -620171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -620178.812500 Penalty: 2818.279785
	Iteration 14Q: 3 clusters Score -620178.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -620181.312500 Penalty: 2818.279785
	Iteration 15Q: 3 clusters Score -620181.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -620184.625000 Penalty: 2818.279785
	Iteration 16Q: 3 clusters Score -620184.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -620188.000000 Penalty: 2818.279785
	Iteration 17Q: 3 clusters Score -620188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -620190.437500 Penalty: 2818.279785
	Iteration 18Q: 3 clusters Score -620190.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -620191.375000 Penalty: 2818.279785
	Iteration 19Q: 3 clusters Score -620191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -620191.937500 Penalty: 2818.279785
	Iteration 20F: 3 clusters Score -620191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -620194.500000 Penalty: 2818.279785
	Iteration 21Q: 3 clusters Score -620194.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -620196.625000 Penalty: 2818.279785
	Iteration 22Q: 3 clusters Score -620196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -620198.312500 Penalty: 2818.279785
	Iteration 23Q: 3 clusters Score -620198.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -620196.812500 Penalty: 2818.279785
	Iteration 24Q: 3 clusters Score -620196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -620196.812500 Penalty: 2818.279785
	Iteration 25F: 3 clusters Score -620196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 86352 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 34174 members 
Mstep: Class 5 contains 3114 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 91132 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 131023 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60609 members 
Mstep: Class 14 contains 13734 members 
Mstep: Class 15 contains 28954 members 
Mstep: Class 16 contains 92954 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 80839 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5182 members 
Mstep: Class 22 contains 77127 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11475 members 
Mstep: Class 25 contains 5835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219600.000000 Penalty: 55007.320312
Iteration 399Q: 26 clusters Score -8.62196e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 86468 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 34177 members 
Mstep: Class 5 contains 3104 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 90911 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 131033 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60611 members 
Mstep: Class 14 contains 13734 members 
Mstep: Class 15 contains 28954 members 
Mstep: Class 16 contains 93151 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 80763 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5184 members 
Mstep: Class 22 contains 77099 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11475 members 
Mstep: Class 25 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219656.000000 Penalty: 55007.320312
Iteration 400F: 26 clusters Score -8.621966e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 86608 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34182 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 90688 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 3631 members 
Mstep: Class 11 contains 131038 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60608 members 
Mstep: Class 14 contains 13729 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 16 contains 93331 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 80685 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5188 members 
Mstep: Class 22 contains 77073 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11475 members 
Mstep: Class 25 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219696.000000 Penalty: 55007.320312
Iteration 401Q: 26 clusters Score -8.62197e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 86753 members 
Mstep: Class 3 contains 4097 members 
Mstep: Class 4 contains 34188 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 90453 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 3630 members 
Mstep: Class 11 contains 131046 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60613 members 
Mstep: Class 14 contains 13730 members 
Mstep: Class 15 contains 28963 members 
Mstep: Class 16 contains 93523 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 80612 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 77035 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11474 members 
Mstep: Class 25 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219504.000000 Penalty: 55007.320312
Iteration 402Q: 26 clusters Score -8.62195e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 86886 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 34190 members 
Mstep: Class 5 contains 3074 members 
Mstep: Class 6 contains 5564 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 90201 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 3629 members 
Mstep: Class 11 contains 131053 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60613 members 
Mstep: Class 14 contains 13729 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 93742 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 80533 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5196 members 
Mstep: Class 22 contains 77013 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11474 members 
Mstep: Class 25 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219384.000000 Penalty: 55007.320312
Iteration 403Q: 26 clusters Score -8.621938e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 87047 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 34192 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 5563 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89945 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 3629 members 
Mstep: Class 11 contains 131050 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60621 members 
Mstep: Class 14 contains 13732 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 16 contains 93930 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 19 contains 80443 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5197 members 
Mstep: Class 22 contains 76997 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11473 members 
Mstep: Class 25 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219496.000000 Penalty: 55007.320312
Iteration 404Q: 26 clusters Score -8.62195e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 87184 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 34195 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89668 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 131080 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60624 members 
Mstep: Class 14 contains 13736 members 
Mstep: Class 15 contains 28972 members 
Mstep: Class 16 contains 94138 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 19 contains 80369 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5200 members 
Mstep: Class 22 contains 76965 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11470 members 
Mstep: Class 25 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219624.000000 Penalty: 55007.320312
Iteration 405Q: 26 clusters Score -8.621962e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 87328 members 
Mstep: Class 3 contains 4093 members 
Mstep: Class 4 contains 34195 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89410 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 131112 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60618 members 
Mstep: Class 14 contains 13741 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 16 contains 94353 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1950 members 
Mstep: Class 19 contains 80291 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5204 members 
Mstep: Class 22 contains 76929 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11465 members 
Mstep: Class 25 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219760.000000 Penalty: 55007.320312
Iteration 406Q: 26 clusters Score -8.621976e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 87480 members 
Mstep: Class 3 contains 4092 members 
Mstep: Class 4 contains 34193 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 89161 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 131149 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60609 members 
Mstep: Class 14 contains 13745 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 94543 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1952 members 
Mstep: Class 19 contains 80213 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5203 members 
Mstep: Class 22 contains 76897 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11461 members 
Mstep: Class 25 contains 5838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219784.000000 Penalty: 55007.320312
Iteration 407Q: 26 clusters Score -8.621978e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 87637 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34192 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 5545 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88899 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 131162 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60611 members 
Mstep: Class 14 contains 13751 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 16 contains 94720 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 80135 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5204 members 
Mstep: Class 22 contains 76879 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11459 members 
Mstep: Class 25 contains 5839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219704.000000 Penalty: 55007.320312
Iteration 408Q: 26 clusters Score -8.62197e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 87771 members 
Mstep: Class 3 contains 4089 members 
Mstep: Class 4 contains 34195 members 
Mstep: Class 5 contains 3040 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88678 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 131164 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60605 members 
Mstep: Class 14 contains 13756 members 
Mstep: Class 15 contains 28973 members 
Mstep: Class 16 contains 94886 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 80055 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5207 members 
Mstep: Class 22 contains 76874 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11459 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219576.000000 Penalty: 55007.320312
Iteration 409Q: 26 clusters Score -8.621958e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 87891 members 
Mstep: Class 3 contains 4089 members 
Mstep: Class 4 contains 34191 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88509 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 131168 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60596 members 
Mstep: Class 14 contains 13760 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 16 contains 95007 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79983 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 76869 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11461 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219600.000000 Penalty: 55007.320312
Iteration 410Q: 26 clusters Score -8.62196e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 87968 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34183 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88366 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 131178 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60584 members 
Mstep: Class 14 contains 13764 members 
Mstep: Class 15 contains 28980 members 
Mstep: Class 16 contains 95126 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 79935 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5211 members 
Mstep: Class 22 contains 76859 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11462 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219624.000000 Penalty: 55007.320312
Iteration 411Q: 26 clusters Score -8.621962e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 88061 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34179 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 5540 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88241 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 131196 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60574 members 
Mstep: Class 14 contains 13767 members 
Mstep: Class 15 contains 28980 members 
Mstep: Class 16 contains 95218 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 79890 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5211 members 
Mstep: Class 22 contains 76837 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11462 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219488.000000 Penalty: 55007.320312
Iteration 412Q: 26 clusters Score -8.621949e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 88152 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34182 members 
Mstep: Class 5 contains 3033 members 
Mstep: Class 6 contains 5540 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88103 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 3624 members 
Mstep: Class 11 contains 131211 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60567 members 
Mstep: Class 14 contains 13767 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 16 contains 95330 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 79845 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5210 members 
Mstep: Class 22 contains 76815 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11463 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219568.000000 Penalty: 55007.320312
Iteration 413Q: 26 clusters Score -8.621957e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 88226 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34176 members 
Mstep: Class 5 contains 3030 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87979 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 3623 members 
Mstep: Class 11 contains 131228 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60557 members 
Mstep: Class 14 contains 13768 members 
Mstep: Class 15 contains 28979 members 
Mstep: Class 16 contains 95443 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 79802 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5211 members 
Mstep: Class 22 contains 76793 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11465 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219624.000000 Penalty: 55007.320312
Iteration 414Q: 26 clusters Score -8.621962e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 88290 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34171 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87891 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 3623 members 
Mstep: Class 11 contains 131246 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60554 members 
Mstep: Class 14 contains 13771 members 
Mstep: Class 15 contains 28979 members 
Mstep: Class 16 contains 95521 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 79761 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5213 members 
Mstep: Class 22 contains 76762 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11466 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219648.000000 Penalty: 55007.320312
Iteration 415Q: 26 clusters Score -8.621965e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 88378 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34172 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87797 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 3623 members 
Mstep: Class 11 contains 131274 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60548 members 
Mstep: Class 14 contains 13774 members 
Mstep: Class 15 contains 28979 members 
Mstep: Class 16 contains 95587 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 79716 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5216 members 
Mstep: Class 22 contains 76725 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11465 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219752.000000 Penalty: 55007.320312
Iteration 416Q: 26 clusters Score -8.621975e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 88443 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34172 members 
Mstep: Class 5 contains 3030 members 
Mstep: Class 6 contains 5537 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87742 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 3623 members 
Mstep: Class 11 contains 131283 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60536 members 
Mstep: Class 14 contains 13777 members 
Mstep: Class 15 contains 28979 members 
Mstep: Class 16 contains 95649 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 79681 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5213 members 
Mstep: Class 22 contains 76697 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11464 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219680.000000 Penalty: 55007.320312
Iteration 417Q: 26 clusters Score -8.621968e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 88508 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34168 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87682 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 3622 members 
Mstep: Class 11 contains 131287 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60524 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 16 contains 95721 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 79645 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5215 members 
Mstep: Class 22 contains 76675 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11463 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219872.000000 Penalty: 55007.320312
Iteration 418Q: 26 clusters Score -8.621987e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 88559 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34160 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87624 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 3622 members 
Mstep: Class 11 contains 131301 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60515 members 
Mstep: Class 14 contains 13784 members 
Mstep: Class 15 contains 28974 members 
Mstep: Class 16 contains 95796 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 76647 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11463 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219856.000000 Penalty: 55007.320312
Iteration 419Q: 26 clusters Score -8.621986e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 88593 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34158 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87576 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 3621 members 
Mstep: Class 11 contains 131323 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60510 members 
Mstep: Class 14 contains 13785 members 
Mstep: Class 15 contains 28974 members 
Mstep: Class 16 contains 95847 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 79595 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 76619 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11463 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219752.000000 Penalty: 55007.320312
Iteration 420F: 26 clusters Score -8.621975e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 88614 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34159 members 
Mstep: Class 5 contains 3030 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87542 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 3620 members 
Mstep: Class 11 contains 131350 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60503 members 
Mstep: Class 14 contains 13783 members 
Mstep: Class 15 contains 28972 members 
Mstep: Class 16 contains 95902 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 79575 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 76587 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11462 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219696.000000 Penalty: 55007.320312
Iteration 421Q: 26 clusters Score -8.62197e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 88653 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34155 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87543 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 3620 members 
Mstep: Class 11 contains 131381 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60496 members 
Mstep: Class 14 contains 13782 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 16 contains 95922 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 79549 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 76546 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11462 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219784.000000 Penalty: 55007.320312
Iteration 422Q: 26 clusters Score -8.621978e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 88688 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 34156 members 
Mstep: Class 5 contains 3027 members 
Mstep: Class 6 contains 5532 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87539 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 3620 members 
Mstep: Class 11 contains 131397 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60492 members 
Mstep: Class 14 contains 13782 members 
Mstep: Class 15 contains 28972 members 
Mstep: Class 16 contains 95942 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 79520 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 76516 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11463 members 
Mstep: Class 25 contains 5840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219776.000000 Penalty: 55007.320312
Iteration 423Q: 26 clusters Score -8.621978e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 88730 members 
Mstep: Class 3 contains 4089 members 
Mstep: Class 4 contains 34157 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87511 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 3619 members 
Mstep: Class 11 contains 131425 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60489 members 
Mstep: Class 14 contains 13783 members 
Mstep: Class 15 contains 28972 members 
Mstep: Class 16 contains 95977 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 79480 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 76488 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11463 members 
Mstep: Class 25 contains 5840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219816.000000 Penalty: 55007.320312
Iteration 424Q: 26 clusters Score -8.621982e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 88768 members 
Mstep: Class 3 contains 4088 members 
Mstep: Class 4 contains 34157 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87493 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 3619 members 
Mstep: Class 11 contains 131443 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60492 members 
Mstep: Class 14 contains 13785 members 
Mstep: Class 15 contains 28973 members 
Mstep: Class 16 contains 96008 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 79446 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5216 members 
Mstep: Class 22 contains 76455 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11463 members 
Mstep: Class 25 contains 5840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219832.000000 Penalty: 55007.320312
Iteration 425Q: 26 clusters Score -8.621983e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 88784 members 
Mstep: Class 3 contains 4088 members 
Mstep: Class 4 contains 34165 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87474 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 131469 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60492 members 
Mstep: Class 14 contains 13786 members 
Mstep: Class 15 contains 28971 members 
Mstep: Class 16 contains 96038 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1959 members 
Mstep: Class 19 contains 79414 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5217 members 
Mstep: Class 22 contains 76427 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11462 members 
Mstep: Class 25 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219808.000000 Penalty: 55007.320312
Iteration 426Q: 26 clusters Score -8.621981e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 88801 members 
Mstep: Class 3 contains 4087 members 
Mstep: Class 4 contains 34175 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87453 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131489 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60501 members 
Mstep: Class 14 contains 13787 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 16 contains 96059 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 79382 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 76395 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11461 members 
Mstep: Class 25 contains 5843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219672.000000 Penalty: 55007.320312
Iteration 427Q: 26 clusters Score -8.621967e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 88825 members 
Mstep: Class 3 contains 4087 members 
Mstep: Class 4 contains 34177 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87446 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131502 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60506 members 
Mstep: Class 14 contains 13790 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96073 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 79351 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5220 members 
Mstep: Class 22 contains 76372 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11461 members 
Mstep: Class 25 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219632.000000 Penalty: 55007.320312
Iteration 428Q: 26 clusters Score -8.621963e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 88858 members 
Mstep: Class 3 contains 4086 members 
Mstep: Class 4 contains 34173 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 5532 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87459 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131527 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60503 members 
Mstep: Class 14 contains 13790 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 96069 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 79316 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 76349 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11460 members 
Mstep: Class 25 contains 5847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219696.000000 Penalty: 55007.320312
Iteration 429Q: 26 clusters Score -8.62197e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 88876 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 34174 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 5532 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87461 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131554 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60500 members 
Mstep: Class 14 contains 13790 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 96077 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79286 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5219 members 
Mstep: Class 22 contains 76328 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11459 members 
Mstep: Class 25 contains 5847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219600.000000 Penalty: 55007.320312
Iteration 430Q: 26 clusters Score -8.62196e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 88885 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 34174 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87463 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131587 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60497 members 
Mstep: Class 14 contains 13791 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 96090 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79259 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 76298 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11458 members 
Mstep: Class 25 contains 5847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219624.000000 Penalty: 55007.320312
Iteration 431Q: 26 clusters Score -8.621962e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 88884 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 34177 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87466 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131614 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60492 members 
Mstep: Class 14 contains 13791 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 96103 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79244 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 76270 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 5848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219672.000000 Penalty: 55007.320312
Iteration 432Q: 26 clusters Score -8.621967e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 88886 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 34185 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87463 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 131647 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60494 members 
Mstep: Class 14 contains 13792 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 96106 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79227 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 76243 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219608.000000 Penalty: 55007.320312
Iteration 433Q: 26 clusters Score -8.621961e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 88896 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 34191 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87456 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131672 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60497 members 
Mstep: Class 14 contains 13792 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 96117 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79207 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 76215 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219568.000000 Penalty: 55007.320312
Iteration 434Q: 26 clusters Score -8.621957e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 88911 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 34194 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87464 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131697 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60498 members 
Mstep: Class 14 contains 13794 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 16 contains 96107 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79186 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 76198 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219664.000000 Penalty: 55007.320312
Iteration 435Q: 26 clusters Score -8.621966e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 88920 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 34196 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87487 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131721 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60498 members 
Mstep: Class 14 contains 13794 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 16 contains 96084 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79175 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 76178 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219608.000000 Penalty: 55007.320312
Iteration 436Q: 26 clusters Score -8.621961e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 88919 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 34194 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87499 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131737 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60504 members 
Mstep: Class 14 contains 13792 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 16 contains 96092 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79165 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 76157 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219776.000000 Penalty: 55007.320312
Iteration 437Q: 26 clusters Score -8.621978e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 88922 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 34197 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 5537 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87503 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131748 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60511 members 
Mstep: Class 14 contains 13792 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 16 contains 96099 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79154 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 76135 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219792.000000 Penalty: 55007.320312
Iteration 438Q: 26 clusters Score -8.621979e+07 nChanged 189
Entering ConstructFrom: 
Score: -86219792.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (17030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Entering Unmasked Estep 
Score: -1977178.125000 Penalty: 1583.193970
	Iteration 0F: 2 clusters Score -1977178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1965433.500000 Penalty: 3166.387939
	Iteration 0F: 3 clusters Score -1965434 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1969694.250000 Penalty: 3166.387939
	Iteration 1F: 3 clusters Score -1969694 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1970091.000000 Penalty: 3166.387939
	Iteration 2F: 3 clusters Score -1970091 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1970491.000000 Penalty: 3166.387939
	Iteration 3F: 3 clusters Score -1970491 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1970943.375000 Penalty: 3166.387939
	Iteration 4F: 3 clusters Score -1970943 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1971547.875000 Penalty: 3166.387939
	Iteration 5F: 3 clusters Score -1971548 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1972369.125000 Penalty: 3166.387939
	Iteration 6F: 3 clusters Score -1972369 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1973378.625000 Penalty: 3166.387939
	Iteration 7F: 3 clusters Score -1973379 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1974413.375000 Penalty: 3166.387939
	Iteration 8F: 3 clusters Score -1974413 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1975261.500000 Penalty: 3166.387939
	Iteration 9Q: 3 clusters Score -1975262 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1975633.375000 Penalty: 3166.387939
	Iteration 10Q: 3 clusters Score -1975633 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1975752.875000 Penalty: 3166.387939
	Iteration 11Q: 3 clusters Score -1975753 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1975796.625000 Penalty: 3166.387939
	Iteration 12Q: 3 clusters Score -1975797 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1975814.875000 Penalty: 3166.387939
	Iteration 13Q: 3 clusters Score -1975815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1975828.875000 Penalty: 3166.387939
	Iteration 14Q: 3 clusters Score -1975829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1975843.375000 Penalty: 3166.387939
	Iteration 15Q: 3 clusters Score -1975843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1975847.125000 Penalty: 3166.387939
	Iteration 16Q: 3 clusters Score -1975847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1975864.375000 Penalty: 3166.387939
	Iteration 17Q: 3 clusters Score -1975864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1975866.875000 Penalty: 3166.387939
	Iteration 18Q: 3 clusters Score -1975867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1975878.125000 Penalty: 3166.387939
	Iteration 19Q: 3 clusters Score -1975878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1975880.500000 Penalty: 3166.387939
	Iteration 20F: 3 clusters Score -1975880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1975879.625000 Penalty: 3166.387939
	Iteration 21Q: 3 clusters Score -1975880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1975884.500000 Penalty: 3166.387939
	Iteration 22Q: 3 clusters Score -1975884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1975891.250000 Penalty: 3166.387939
	Iteration 23Q: 3 clusters Score -1975891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1975898.875000 Penalty: 3166.387939
	Iteration 24Q: 3 clusters Score -1975899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1975902.125000 Penalty: 3166.387939
	Iteration 25Q: 3 clusters Score -1975902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1975902.750000 Penalty: 3166.387939
	Iteration 26Q: 3 clusters Score -1975903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1975907.375000 Penalty: 3166.387939
	Iteration 27Q: 3 clusters Score -1975907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1975913.000000 Penalty: 3166.387939
	Iteration 28Q: 3 clusters Score -1975913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1975912.625000 Penalty: 3166.387939
	Iteration 29Q: 3 clusters Score -1975913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1975909.625000 Penalty: 3166.387939
	Iteration 30Q: 3 clusters Score -1975910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1975907.875000 Penalty: 3166.387939
	Iteration 31Q: 3 clusters Score -1975908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1975910.500000 Penalty: 3166.387939
	Iteration 32Q: 3 clusters Score -1975910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1975909.500000 Penalty: 3166.387939
	Iteration 33Q: 3 clusters Score -1975910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1975910.625000 Penalty: 3166.387939
	Iteration 34Q: 3 clusters Score -1975911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1975912.875000 Penalty: 3166.387939
	Iteration 35Q: 3 clusters Score -1975913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1975913.000000 Penalty: 3166.387939
	Iteration 36Q: 3 clusters Score -1975913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1975914.625000 Penalty: 3166.387939
	Iteration 37Q: 3 clusters Score -1975915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1975916.250000 Penalty: 3166.387939
	Iteration 38Q: 3 clusters Score -1975916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1975915.375000 Penalty: 3166.387939
	Iteration 39Q: 3 clusters Score -1975915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1975916.875000 Penalty: 3166.387939
	Iteration 40F: 3 clusters Score -1975917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1975916.375000 Penalty: 3166.387939
	Iteration 41Q: 3 clusters Score -1975916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1975918.375000 Penalty: 3166.387939
	Iteration 42Q: 3 clusters Score -1975918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1975919.375000 Penalty: 3166.387939
	Iteration 43Q: 3 clusters Score -1975919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1975919.375000 Penalty: 3166.387939
	Iteration 44F: 3 clusters Score -1975919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (88924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Entering Unmasked Estep 
Score: -10439197.000000 Penalty: 1851.774780
	Iteration 0F: 2 clusters Score -1.04392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -10380988.000000 Penalty: 3703.549561
	Iteration 0F: 3 clusters Score -1.038099e+07 nChanged 42303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -10405396.000000 Penalty: 3703.549561
	Iteration 1F: 3 clusters Score -1.04054e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -10406334.000000 Penalty: 3703.549561
	Iteration 2Q: 3 clusters Score -1.040633e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -10408135.000000 Penalty: 3703.549561
	Iteration 3Q: 3 clusters Score -1.040814e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -10411892.000000 Penalty: 3703.549561
	Iteration 4F: 3 clusters Score -1.041189e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -10418183.000000 Penalty: 3703.549561
	Iteration 5F: 3 clusters Score -1.041818e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -10426653.000000 Penalty: 3703.549561
	Iteration 6F: 3 clusters Score -1.042665e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 84244 members 
Entering Unmasked Estep 
Score: -10433238.000000 Penalty: 3703.549561
	Iteration 7F: 3 clusters Score -1.043324e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 87340 members 
Entering Unmasked Estep 
Score: -10436090.000000 Penalty: 3703.549561
	Iteration 8Q: 3 clusters Score -1.043609e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 88379 members 
Entering Unmasked Estep 
Score: -10437052.000000 Penalty: 3703.549561
	Iteration 9Q: 3 clusters Score -1.043705e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 88677 members 
Entering Unmasked Estep 
Score: -10437337.000000 Penalty: 3703.549561
	Iteration 10Q: 3 clusters Score -1.043734e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -10437471.000000 Penalty: 3703.549561
	Iteration 11Q: 3 clusters Score -1.043747e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -10437531.000000 Penalty: 3703.549561
	Iteration 12Q: 3 clusters Score -1.043753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -10437559.000000 Penalty: 3703.549561
	Iteration 13Q: 3 clusters Score -1.043756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -10437588.000000 Penalty: 3703.549561
	Iteration 14Q: 3 clusters Score -1.043759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -10437591.000000 Penalty: 3703.549561
	Iteration 15Q: 3 clusters Score -1.043759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -10437608.000000 Penalty: 3703.549561
	Iteration 16Q: 3 clusters Score -1.043761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -10437612.000000 Penalty: 3703.549561
	Iteration 17Q: 3 clusters Score -1.043761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -10437620.000000 Penalty: 3703.549561
	Iteration 18Q: 3 clusters Score -1.043762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -10437628.000000 Penalty: 3703.549561
	Iteration 19Q: 3 clusters Score -1.043763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -10437640.000000 Penalty: 3703.549561
	Iteration 20F: 3 clusters Score -1.043764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -10437640.000000 Penalty: 3703.549561
	Iteration 21Q: 3 clusters Score -1.043764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -10437640.000000 Penalty: 3703.549561
	Iteration 22F: 3 clusters Score -1.043764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -475835.718750 Penalty: 1351.080688
	Iteration 0F: 2 clusters Score -475835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -472412.125000 Penalty: 2702.161377
	Iteration 0F: 3 clusters Score -472412.1 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -473340.312500 Penalty: 2702.161377
	Iteration 1F: 3 clusters Score -473340.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -473488.343750 Penalty: 2702.161377
	Iteration 2F: 3 clusters Score -473488.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -473588.406250 Penalty: 2702.161377
	Iteration 3F: 3 clusters Score -473588.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -473667.250000 Penalty: 2702.161377
	Iteration 4Q: 3 clusters Score -473667.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -473729.906250 Penalty: 2702.161377
	Iteration 5Q: 3 clusters Score -473729.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -473768.187500 Penalty: 2702.161377
	Iteration 6Q: 3 clusters Score -473768.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -473800.750000 Penalty: 2702.161377
	Iteration 7Q: 3 clusters Score -473800.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -473832.375000 Penalty: 2702.161377
	Iteration 8Q: 3 clusters Score -473832.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -473863.781250 Penalty: 2702.161377
	Iteration 9Q: 3 clusters Score -473863.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -473897.000000 Penalty: 2702.161377
	Iteration 10Q: 3 clusters Score -473897 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -473926.000000 Penalty: 2702.161377
	Iteration 11Q: 3 clusters Score -473926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -473952.468750 Penalty: 2702.161377
	Iteration 12Q: 3 clusters Score -473952.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -473982.906250 Penalty: 2702.161377
	Iteration 13Q: 3 clusters Score -473982.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -474022.593750 Penalty: 2702.161377
	Iteration 14Q: 3 clusters Score -474022.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -474071.375000 Penalty: 2702.161377
	Iteration 15Q: 3 clusters Score -474071.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -474120.250000 Penalty: 2702.161377
	Iteration 16Q: 3 clusters Score -474120.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -474177.875000 Penalty: 2702.161377
	Iteration 17Q: 3 clusters Score -474177.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -474239.687500 Penalty: 2702.161377
	Iteration 18Q: 3 clusters Score -474239.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -474295.125000 Penalty: 2702.161377
	Iteration 19Q: 3 clusters Score -474295.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -474352.125000 Penalty: 2702.161377
	Iteration 20F: 3 clusters Score -474352.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -474402.406250 Penalty: 2702.161377
	Iteration 21Q: 3 clusters Score -474402.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -474450.281250 Penalty: 2702.161377
	Iteration 22Q: 3 clusters Score -474450.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -474484.781250 Penalty: 2702.161377
	Iteration 23Q: 3 clusters Score -474484.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -474519.062500 Penalty: 2702.161377
	Iteration 24Q: 3 clusters Score -474519.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -474553.562500 Penalty: 2702.161377
	Iteration 25Q: 3 clusters Score -474553.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -474584.875000 Penalty: 2702.161377
	Iteration 26Q: 3 clusters Score -474584.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -474605.687500 Penalty: 2702.161377
	Iteration 27Q: 3 clusters Score -474605.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -474618.125000 Penalty: 2702.161377
	Iteration 28Q: 3 clusters Score -474618.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -474629.906250 Penalty: 2702.161377
	Iteration 29Q: 3 clusters Score -474629.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -474637.281250 Penalty: 2702.161377
	Iteration 30Q: 3 clusters Score -474637.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -474644.968750 Penalty: 2702.161377
	Iteration 31Q: 3 clusters Score -474645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -474652.906250 Penalty: 2702.161377
	Iteration 32Q: 3 clusters Score -474652.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -474656.968750 Penalty: 2702.161377
	Iteration 33Q: 3 clusters Score -474657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -474663.187500 Penalty: 2702.161377
	Iteration 34Q: 3 clusters Score -474663.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -474665.500000 Penalty: 2702.161377
	Iteration 35Q: 3 clusters Score -474665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -474667.562500 Penalty: 2702.161377
	Iteration 36Q: 3 clusters Score -474667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -474669.687500 Penalty: 2702.161377
	Iteration 37Q: 3 clusters Score -474669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -474672.250000 Penalty: 2702.161377
	Iteration 38Q: 3 clusters Score -474672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -474676.343750 Penalty: 2702.161377
	Iteration 39Q: 3 clusters Score -474676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -474678.000000 Penalty: 2702.161377
	Iteration 40F: 3 clusters Score -474678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -474679.125000 Penalty: 2702.161377
	Iteration 41Q: 3 clusters Score -474679.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -474683.218750 Penalty: 2702.161377
	Iteration 42Q: 3 clusters Score -474683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -474683.281250 Penalty: 2702.161377
	Iteration 43Q: 3 clusters Score -474683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -474683.500000 Penalty: 2702.161377
	Iteration 44Q: 3 clusters Score -474683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -474683.500000 Penalty: 2702.161377
	Iteration 45F: 3 clusters Score -474683.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Entering Unmasked Estep 
Score: -3969824.250000 Penalty: 1696.487427
	Iteration 0F: 2 clusters Score -3969824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3946885.250000 Penalty: 3392.974854
	Iteration 0F: 3 clusters Score -3946885 nChanged 15788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3955546.500000 Penalty: 3392.974854
	Iteration 1F: 3 clusters Score -3955546 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3955991.250000 Penalty: 3392.974854
	Iteration 2Q: 3 clusters Score -3955991 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -3956493.000000 Penalty: 3392.974854
	Iteration 3Q: 3 clusters Score -3956493 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3957087.250000 Penalty: 3392.974854
	Iteration 4Q: 3 clusters Score -3957087 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -3957869.500000 Penalty: 3392.974854
	Iteration 5Q: 3 clusters Score -3957870 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3958895.750000 Penalty: 3392.974854
	Iteration 6F: 3 clusters Score -3958896 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3960143.500000 Penalty: 3392.974854
	Iteration 7F: 3 clusters Score -3960144 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3961551.000000 Penalty: 3392.974854
	Iteration 8F: 3 clusters Score -3961551 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3962795.750000 Penalty: 3392.974854
	Iteration 9F: 3 clusters Score -3962796 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3963737.500000 Penalty: 3392.974854
	Iteration 10Q: 3 clusters Score -3963738 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -3964382.500000 Penalty: 3392.974854
	Iteration 11Q: 3 clusters Score -3964382 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3964837.250000 Penalty: 3392.974854
	Iteration 12Q: 3 clusters Score -3964837 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3965197.500000 Penalty: 3392.974854
	Iteration 13Q: 3 clusters Score -3965198 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3965490.250000 Penalty: 3392.974854
	Iteration 14Q: 3 clusters Score -3965490 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3965725.750000 Penalty: 3392.974854
	Iteration 15Q: 3 clusters Score -3965726 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3965959.500000 Penalty: 3392.974854
	Iteration 16Q: 3 clusters Score -3965960 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3966131.500000 Penalty: 3392.974854
	Iteration 17Q: 3 clusters Score -3966132 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -3966250.000000 Penalty: 3392.974854
	Iteration 18Q: 3 clusters Score -3966250 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3966359.500000 Penalty: 3392.974854
	Iteration 19Q: 3 clusters Score -3966360 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3966450.000000 Penalty: 3392.974854
	Iteration 20F: 3 clusters Score -3966450 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3966546.250000 Penalty: 3392.974854
	Iteration 21Q: 3 clusters Score -3966546 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3966638.250000 Penalty: 3392.974854
	Iteration 22Q: 3 clusters Score -3966638 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -3966733.750000 Penalty: 3392.974854
	Iteration 23Q: 3 clusters Score -3966734 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -3966803.000000 Penalty: 3392.974854
	Iteration 24Q: 3 clusters Score -3966803 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -3966912.750000 Penalty: 3392.974854
	Iteration 25Q: 3 clusters Score -3966913 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -3967010.500000 Penalty: 3392.974854
	Iteration 26Q: 3 clusters Score -3967010 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -3967117.750000 Penalty: 3392.974854
	Iteration 27Q: 3 clusters Score -3967118 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -3967247.500000 Penalty: 3392.974854
	Iteration 28Q: 3 clusters Score -3967248 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -3967365.500000 Penalty: 3392.974854
	Iteration 29Q: 3 clusters Score -3967366 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -3967485.750000 Penalty: 3392.974854
	Iteration 30Q: 3 clusters Score -3967486 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -3967604.500000 Penalty: 3392.974854
	Iteration 31Q: 3 clusters Score -3967604 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3967725.250000 Penalty: 3392.974854
	Iteration 32Q: 3 clusters Score -3967725 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3967822.750000 Penalty: 3392.974854
	Iteration 33Q: 3 clusters Score -3967823 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -3967925.250000 Penalty: 3392.974854
	Iteration 34Q: 3 clusters Score -3967925 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -3968018.500000 Penalty: 3392.974854
	Iteration 35Q: 3 clusters Score -3968018 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -3968080.750000 Penalty: 3392.974854
	Iteration 36Q: 3 clusters Score -3968081 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -3968148.000000 Penalty: 3392.974854
	Iteration 37Q: 3 clusters Score -3968148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -3968194.750000 Penalty: 3392.974854
	Iteration 38Q: 3 clusters Score -3968195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -3968227.750000 Penalty: 3392.974854
	Iteration 39Q: 3 clusters Score -3968228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3968244.250000 Penalty: 3392.974854
	Iteration 40F: 3 clusters Score -3968244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -3968271.750000 Penalty: 3392.974854
	Iteration 41Q: 3 clusters Score -3968272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -3968293.250000 Penalty: 3392.974854
	Iteration 42Q: 3 clusters Score -3968293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -3968309.000000 Penalty: 3392.974854
	Iteration 43Q: 3 clusters Score -3968309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -3968312.250000 Penalty: 3392.974854
	Iteration 44Q: 3 clusters Score -3968312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -3968320.250000 Penalty: 3392.974854
	Iteration 45Q: 3 clusters Score -3968320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -3968331.750000 Penalty: 3392.974854
	Iteration 46Q: 3 clusters Score -3968332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -3968328.250000 Penalty: 3392.974854
	Iteration 47Q: 3 clusters Score -3968328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -3968333.000000 Penalty: 3392.974854
	Iteration 48Q: 3 clusters Score -3968333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -3968333.750000 Penalty: 3392.974854
	Iteration 49Q: 3 clusters Score -3968334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -3968331.750000 Penalty: 3392.974854
	Iteration 50Q: 3 clusters Score -3968332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -3968334.500000 Penalty: 3392.974854
	Iteration 51Q: 3 clusters Score -3968334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -3968334.500000 Penalty: 3392.974854
	Iteration 52F: 3 clusters Score -3968334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -351436.281250 Penalty: 1302.006836
	Iteration 0F: 2 clusters Score -351436.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -348732.593750 Penalty: 2604.013672
	Iteration 0F: 3 clusters Score -348732.6 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -349421.218750 Penalty: 2604.013672
	Iteration 1F: 3 clusters Score -349421.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -349642.062500 Penalty: 2604.013672
	Iteration 2F: 3 clusters Score -349642.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -349771.718750 Penalty: 2604.013672
	Iteration 3F: 3 clusters Score -349771.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -349876.500000 Penalty: 2604.013672
	Iteration 4Q: 3 clusters Score -349876.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -349980.031250 Penalty: 2604.013672
	Iteration 5Q: 3 clusters Score -349980 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -350093.312500 Penalty: 2604.013672
	Iteration 6Q: 3 clusters Score -350093.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -350190.968750 Penalty: 2604.013672
	Iteration 7Q: 3 clusters Score -350191 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -350289.875000 Penalty: 2604.013672
	Iteration 8Q: 3 clusters Score -350289.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -350399.656250 Penalty: 2604.013672
	Iteration 9Q: 3 clusters Score -350399.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -350472.968750 Penalty: 2604.013672
	Iteration 10Q: 3 clusters Score -350473 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -350519.062500 Penalty: 2604.013672
	Iteration 11Q: 3 clusters Score -350519.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -350557.000000 Penalty: 2604.013672
	Iteration 12Q: 3 clusters Score -350557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -350593.812500 Penalty: 2604.013672
	Iteration 13Q: 3 clusters Score -350593.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -350621.156250 Penalty: 2604.013672
	Iteration 14Q: 3 clusters Score -350621.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -350637.625000 Penalty: 2604.013672
	Iteration 15Q: 3 clusters Score -350637.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -350643.093750 Penalty: 2604.013672
	Iteration 16Q: 3 clusters Score -350643.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -350647.968750 Penalty: 2604.013672
	Iteration 17Q: 3 clusters Score -350648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -350649.687500 Penalty: 2604.013672
	Iteration 18Q: 3 clusters Score -350649.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -350650.812500 Penalty: 2604.013672
	Iteration 19Q: 3 clusters Score -350650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -350651.750000 Penalty: 2604.013672
	Iteration 20F: 3 clusters Score -350651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -350652.125000 Penalty: 2604.013672
	Iteration 21Q: 3 clusters Score -350652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -350652.812500 Penalty: 2604.013672
	Iteration 22Q: 3 clusters Score -350652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -350652.812500 Penalty: 2604.013672
	Iteration 23F: 3 clusters Score -350652.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -604881.250000 Penalty: 1400.562622
	Iteration 0F: 2 clusters Score -604881.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -600549.875000 Penalty: 2801.125244
	Iteration 0F: 3 clusters Score -600549.9 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -601790.625000 Penalty: 2801.125244
	Iteration 1F: 3 clusters Score -601790.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -602041.875000 Penalty: 2801.125244
	Iteration 2F: 3 clusters Score -602041.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -602349.500000 Penalty: 2801.125244
	Iteration 3F: 3 clusters Score -602349.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -602702.875000 Penalty: 2801.125244
	Iteration 4F: 3 clusters Score -602702.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -603068.812500 Penalty: 2801.125244
	Iteration 5F: 3 clusters Score -603068.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -603399.250000 Penalty: 2801.125244
	Iteration 6F: 3 clusters Score -603399.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -603676.312500 Penalty: 2801.125244
	Iteration 7F: 3 clusters Score -603676.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -603881.375000 Penalty: 2801.125244
	Iteration 8Q: 3 clusters Score -603881.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -604013.562500 Penalty: 2801.125244
	Iteration 9Q: 3 clusters Score -604013.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -604093.562500 Penalty: 2801.125244
	Iteration 10Q: 3 clusters Score -604093.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -604143.875000 Penalty: 2801.125244
	Iteration 11Q: 3 clusters Score -604143.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -604179.062500 Penalty: 2801.125244
	Iteration 12Q: 3 clusters Score -604179.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -604208.812500 Penalty: 2801.125244
	Iteration 13Q: 3 clusters Score -604208.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -604243.062500 Penalty: 2801.125244
	Iteration 14Q: 3 clusters Score -604243.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -604268.312500 Penalty: 2801.125244
	Iteration 15Q: 3 clusters Score -604268.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -604280.500000 Penalty: 2801.125244
	Iteration 16Q: 3 clusters Score -604280.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -604292.250000 Penalty: 2801.125244
	Iteration 17Q: 3 clusters Score -604292.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -604299.187500 Penalty: 2801.125244
	Iteration 18Q: 3 clusters Score -604299.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -604303.500000 Penalty: 2801.125244
	Iteration 19Q: 3 clusters Score -604303.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -604309.687500 Penalty: 2801.125244
	Iteration 20F: 3 clusters Score -604309.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -604315.812500 Penalty: 2801.125244
	Iteration 21Q: 3 clusters Score -604315.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -604320.625000 Penalty: 2801.125244
	Iteration 22Q: 3 clusters Score -604320.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -604321.187500 Penalty: 2801.125244
	Iteration 23Q: 3 clusters Score -604321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -604322.750000 Penalty: 2801.125244
	Iteration 24Q: 3 clusters Score -604322.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -604322.750000 Penalty: 2801.125244
	Iteration 25F: 3 clusters Score -604322.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -13958.792969 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -13958.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13291.803711 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -13291.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13346.610352 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -13346.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13363.878906 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -13363.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13363.878906 Penalty: 1649.431519
	Iteration 3F: 3 clusters Score -13363.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (87504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Entering Unmasked Estep 
Score: -10227165.000000 Penalty: 1849.158936
	Iteration 0F: 2 clusters Score -1.022716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -10169503.000000 Penalty: 3698.317871
	Iteration 0F: 3 clusters Score -1.01695e+07 nChanged 41832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -10193575.000000 Penalty: 3698.317871
	Iteration 1F: 3 clusters Score -1.019358e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -10194439.000000 Penalty: 3698.317871
	Iteration 2Q: 3 clusters Score -1.019444e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -10196070.000000 Penalty: 3698.317871
	Iteration 3Q: 3 clusters Score -1.019607e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -10199085.000000 Penalty: 3698.317871
	Iteration 4F: 3 clusters Score -1.019908e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -10203791.000000 Penalty: 3698.317871
	Iteration 5F: 3 clusters Score -1.020379e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -10210054.000000 Penalty: 3698.317871
	Iteration 6F: 3 clusters Score -1.021005e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -10216192.000000 Penalty: 3698.317871
	Iteration 7F: 3 clusters Score -1.021619e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -10220483.000000 Penalty: 3698.317871
	Iteration 8F: 3 clusters Score -1.022048e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -10222511.000000 Penalty: 3698.317871
	Iteration 9Q: 3 clusters Score -1.022251e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78771 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -10223552.000000 Penalty: 3698.317871
	Iteration 10Q: 3 clusters Score -1.022355e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -10224127.000000 Penalty: 3698.317871
	Iteration 11Q: 3 clusters Score -1.022413e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -10224556.000000 Penalty: 3698.317871
	Iteration 12Q: 3 clusters Score -1.022456e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -10224906.000000 Penalty: 3698.317871
	Iteration 13Q: 3 clusters Score -1.022491e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -10225110.000000 Penalty: 3698.317871
	Iteration 14Q: 3 clusters Score -1.022511e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -10225356.000000 Penalty: 3698.317871
	Iteration 15Q: 3 clusters Score -1.022536e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -10225478.000000 Penalty: 3698.317871
	Iteration 16Q: 3 clusters Score -1.022548e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -10225588.000000 Penalty: 3698.317871
	Iteration 17Q: 3 clusters Score -1.022559e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -10225714.000000 Penalty: 3698.317871
	Iteration 18Q: 3 clusters Score -1.022571e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83630 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -10225813.000000 Penalty: 3698.317871
	Iteration 19Q: 3 clusters Score -1.022581e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -10225827.000000 Penalty: 3698.317871
	Iteration 20F: 3 clusters Score -1.022583e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -10225864.000000 Penalty: 3698.317871
	Iteration 21Q: 3 clusters Score -1.022586e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -10225904.000000 Penalty: 3698.317871
	Iteration 22Q: 3 clusters Score -1.02259e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -10225945.000000 Penalty: 3698.317871
	Iteration 23Q: 3 clusters Score -1.022594e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -10225990.000000 Penalty: 3698.317871
	Iteration 24Q: 3 clusters Score -1.022599e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -10226013.000000 Penalty: 3698.317871
	Iteration 25Q: 3 clusters Score -1.022601e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -10226001.000000 Penalty: 3698.317871
	Iteration 26Q: 3 clusters Score -1.0226e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -10226016.000000 Penalty: 3698.317871
	Iteration 27Q: 3 clusters Score -1.022602e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -10225994.000000 Penalty: 3698.317871
	Iteration 28Q: 3 clusters Score -1.022599e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85110 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10225996.000000 Penalty: 3698.317871
	Iteration 29Q: 3 clusters Score -1.0226e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -10226005.000000 Penalty: 3698.317871
	Iteration 30Q: 3 clusters Score -1.0226e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -10226000.000000 Penalty: 3698.317871
	Iteration 31Q: 3 clusters Score -1.0226e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -10225997.000000 Penalty: 3698.317871
	Iteration 32Q: 3 clusters Score -1.0226e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -10226011.000000 Penalty: 3698.317871
	Iteration 33Q: 3 clusters Score -1.022601e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10226027.000000 Penalty: 3698.317871
	Iteration 34Q: 3 clusters Score -1.022603e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -10226021.000000 Penalty: 3698.317871
	Iteration 35Q: 3 clusters Score -1.022602e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -10226025.000000 Penalty: 3698.317871
	Iteration 36Q: 3 clusters Score -1.022602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85563 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10226036.000000 Penalty: 3698.317871
	Iteration 37Q: 3 clusters Score -1.022604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -10226033.000000 Penalty: 3698.317871
	Iteration 38Q: 3 clusters Score -1.022603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -10226041.000000 Penalty: 3698.317871
	Iteration 39Q: 3 clusters Score -1.022604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10226039.000000 Penalty: 3698.317871
	Iteration 40F: 3 clusters Score -1.022604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10226048.000000 Penalty: 3698.317871
	Iteration 41Q: 3 clusters Score -1.022605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -10226049.000000 Penalty: 3698.317871
	Iteration 42Q: 3 clusters Score -1.022605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -10226048.000000 Penalty: 3698.317871
	Iteration 43Q: 3 clusters Score -1.022605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10226047.000000 Penalty: 3698.317871
	Iteration 44Q: 3 clusters Score -1.022605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -10226054.000000 Penalty: 3698.317871
	Iteration 45Q: 3 clusters Score -1.022605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -10226040.000000 Penalty: 3698.317871
	Iteration 46Q: 3 clusters Score -1.022604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10226048.000000 Penalty: 3698.317871
	Iteration 47Q: 3 clusters Score -1.022605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10226039.000000 Penalty: 3698.317871
	Iteration 48Q: 3 clusters Score -1.022604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85730 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10226033.000000 Penalty: 3698.317871
	Iteration 49Q: 3 clusters Score -1.022603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -10226025.000000 Penalty: 3698.317871
	Iteration 50Q: 3 clusters Score -1.022602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85759 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -10226025.000000 Penalty: 3698.317871
	Iteration 51Q: 3 clusters Score -1.022602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -10226033.000000 Penalty: 3698.317871
	Iteration 52Q: 3 clusters Score -1.022603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -10226033.000000 Penalty: 3698.317871
	Iteration 53Q: 3 clusters Score -1.022603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10226044.000000 Penalty: 3698.317871
	Iteration 54Q: 3 clusters Score -1.022604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10226039.000000 Penalty: 3698.317871
	Iteration 55Q: 3 clusters Score -1.022604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85819 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10226043.000000 Penalty: 3698.317871
	Iteration 56Q: 3 clusters Score -1.022604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85828 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -10226048.000000 Penalty: 3698.317871
	Iteration 57Q: 3 clusters Score -1.022605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -10226044.000000 Penalty: 3698.317871
	Iteration 58Q: 3 clusters Score -1.022604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10226045.000000 Penalty: 3698.317871
	Iteration 59Q: 3 clusters Score -1.022604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10226049.000000 Penalty: 3698.317871
	Iteration 60F: 3 clusters Score -1.022605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -10226054.000000 Penalty: 3698.317871
	Iteration 61Q: 3 clusters Score -1.022605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -10226054.000000 Penalty: 3698.317871
	Iteration 62Q: 3 clusters Score -1.022605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10226043.000000 Penalty: 3698.317871
	Iteration 63Q: 3 clusters Score -1.022604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -10226054.000000 Penalty: 3698.317871
	Iteration 64Q: 3 clusters Score -1.022605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -10226053.000000 Penalty: 3698.317871
	Iteration 65Q: 3 clusters Score -1.022605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10226050.000000 Penalty: 3698.317871
	Iteration 66Q: 3 clusters Score -1.022605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -10226057.000000 Penalty: 3698.317871
	Iteration 67Q: 3 clusters Score -1.022606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85913 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10226054.000000 Penalty: 3698.317871
	Iteration 68Q: 3 clusters Score -1.022605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -10226052.000000 Penalty: 3698.317871
	Iteration 69Q: 3 clusters Score -1.022605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -10226049.000000 Penalty: 3698.317871
	Iteration 70Q: 3 clusters Score -1.022605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -10226052.000000 Penalty: 3698.317871
	Iteration 71Q: 3 clusters Score -1.022605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10226044.000000 Penalty: 3698.317871
	Iteration 72Q: 3 clusters Score -1.022604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -10226048.000000 Penalty: 3698.317871
	Iteration 73Q: 3 clusters Score -1.022605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10226060.000000 Penalty: 3698.317871
	Iteration 74Q: 3 clusters Score -1.022606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -10226064.000000 Penalty: 3698.317871
	Iteration 75Q: 3 clusters Score -1.022606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -10226070.000000 Penalty: 3698.317871
	Iteration 76Q: 3 clusters Score -1.022607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -10226071.000000 Penalty: 3698.317871
	Iteration 77Q: 3 clusters Score -1.022607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -10226070.000000 Penalty: 3698.317871
	Iteration 78Q: 3 clusters Score -1.022607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -10226063.000000 Penalty: 3698.317871
	Iteration 79Q: 3 clusters Score -1.022606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85974 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -10226059.000000 Penalty: 3698.317871
	Iteration 80F: 3 clusters Score -1.022606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -10226055.000000 Penalty: 3698.317871
	Iteration 81Q: 3 clusters Score -1.022606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -10226057.000000 Penalty: 3698.317871
	Iteration 82Q: 3 clusters Score -1.022606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -10226057.000000 Penalty: 3698.317871
	Iteration 83F: 3 clusters Score -1.022606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -284729.937500 Penalty: 1274.370361
	Iteration 0F: 2 clusters Score -284729.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -282303.531250 Penalty: 2548.740723
	Iteration 0F: 3 clusters Score -282303.5 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -282864.468750 Penalty: 2548.740723
	Iteration 1F: 3 clusters Score -282864.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -282989.906250 Penalty: 2548.740723
	Iteration 2F: 3 clusters Score -282989.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -283057.718750 Penalty: 2548.740723
	Iteration 3Q: 3 clusters Score -283057.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -283123.812500 Penalty: 2548.740723
	Iteration 4Q: 3 clusters Score -283123.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -283182.437500 Penalty: 2548.740723
	Iteration 5Q: 3 clusters Score -283182.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -283230.125000 Penalty: 2548.740723
	Iteration 6Q: 3 clusters Score -283230.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -283276.000000 Penalty: 2548.740723
	Iteration 7Q: 3 clusters Score -283276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -283315.343750 Penalty: 2548.740723
	Iteration 8Q: 3 clusters Score -283315.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -283343.031250 Penalty: 2548.740723
	Iteration 9Q: 3 clusters Score -283343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -283364.343750 Penalty: 2548.740723
	Iteration 10Q: 3 clusters Score -283364.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -283384.031250 Penalty: 2548.740723
	Iteration 11Q: 3 clusters Score -283384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -283398.343750 Penalty: 2548.740723
	Iteration 12Q: 3 clusters Score -283398.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -283410.437500 Penalty: 2548.740723
	Iteration 13Q: 3 clusters Score -283410.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -283428.687500 Penalty: 2548.740723
	Iteration 14Q: 3 clusters Score -283428.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -283446.843750 Penalty: 2548.740723
	Iteration 15Q: 3 clusters Score -283446.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -283462.968750 Penalty: 2548.740723
	Iteration 16Q: 3 clusters Score -283463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -283474.562500 Penalty: 2548.740723
	Iteration 17Q: 3 clusters Score -283474.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -283482.968750 Penalty: 2548.740723
	Iteration 18Q: 3 clusters Score -283483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -283487.312500 Penalty: 2548.740723
	Iteration 19Q: 3 clusters Score -283487.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -283492.750000 Penalty: 2548.740723
	Iteration 20F: 3 clusters Score -283492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -283494.812500 Penalty: 2548.740723
	Iteration 21Q: 3 clusters Score -283494.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -283499.093750 Penalty: 2548.740723
	Iteration 22Q: 3 clusters Score -283499.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -283508.187500 Penalty: 2548.740723
	Iteration 23Q: 3 clusters Score -283508.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -283516.562500 Penalty: 2548.740723
	Iteration 24Q: 3 clusters Score -283516.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -283522.187500 Penalty: 2548.740723
	Iteration 25Q: 3 clusters Score -283522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -283532.500000 Penalty: 2548.740723
	Iteration 26Q: 3 clusters Score -283532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -283540.750000 Penalty: 2548.740723
	Iteration 27Q: 3 clusters Score -283540.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -283550.718750 Penalty: 2548.740723
	Iteration 28Q: 3 clusters Score -283550.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -283555.656250 Penalty: 2548.740723
	Iteration 29Q: 3 clusters Score -283555.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -283559.000000 Penalty: 2548.740723
	Iteration 30Q: 3 clusters Score -283559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -283563.312500 Penalty: 2548.740723
	Iteration 31Q: 3 clusters Score -283563.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -283565.625000 Penalty: 2548.740723
	Iteration 32Q: 3 clusters Score -283565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -283568.718750 Penalty: 2548.740723
	Iteration 33Q: 3 clusters Score -283568.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -283571.750000 Penalty: 2548.740723
	Iteration 34Q: 3 clusters Score -283571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -283573.187500 Penalty: 2548.740723
	Iteration 35Q: 3 clusters Score -283573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -283574.562500 Penalty: 2548.740723
	Iteration 36Q: 3 clusters Score -283574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -283574.562500 Penalty: 2548.740723
	Iteration 37F: 3 clusters Score -283574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -418520.531250 Penalty: 1331.427612
	Iteration 0F: 2 clusters Score -418520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -415404.968750 Penalty: 2662.855225
	Iteration 0F: 3 clusters Score -415405 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -416206.343750 Penalty: 2662.855225
	Iteration 1F: 3 clusters Score -416206.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -416374.562500 Penalty: 2662.855225
	Iteration 2F: 3 clusters Score -416374.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -416489.031250 Penalty: 2662.855225
	Iteration 3F: 3 clusters Score -416489 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -416601.093750 Penalty: 2662.855225
	Iteration 4Q: 3 clusters Score -416601.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -416696.593750 Penalty: 2662.855225
	Iteration 5Q: 3 clusters Score -416696.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -416773.906250 Penalty: 2662.855225
	Iteration 6Q: 3 clusters Score -416773.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -416845.093750 Penalty: 2662.855225
	Iteration 7Q: 3 clusters Score -416845.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -416911.750000 Penalty: 2662.855225
	Iteration 8Q: 3 clusters Score -416911.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -416955.625000 Penalty: 2662.855225
	Iteration 9Q: 3 clusters Score -416955.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -416995.062500 Penalty: 2662.855225
	Iteration 10Q: 3 clusters Score -416995.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -417022.218750 Penalty: 2662.855225
	Iteration 11Q: 3 clusters Score -417022.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -417049.000000 Penalty: 2662.855225
	Iteration 12Q: 3 clusters Score -417049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -417077.218750 Penalty: 2662.855225
	Iteration 13Q: 3 clusters Score -417077.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -417109.531250 Penalty: 2662.855225
	Iteration 14Q: 3 clusters Score -417109.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -417141.781250 Penalty: 2662.855225
	Iteration 15Q: 3 clusters Score -417141.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -417171.031250 Penalty: 2662.855225
	Iteration 16Q: 3 clusters Score -417171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -417203.593750 Penalty: 2662.855225
	Iteration 17Q: 3 clusters Score -417203.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -417234.343750 Penalty: 2662.855225
	Iteration 18Q: 3 clusters Score -417234.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -417263.656250 Penalty: 2662.855225
	Iteration 19Q: 3 clusters Score -417263.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -417287.750000 Penalty: 2662.855225
	Iteration 20F: 3 clusters Score -417287.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -417323.218750 Penalty: 2662.855225
	Iteration 21Q: 3 clusters Score -417323.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -417363.187500 Penalty: 2662.855225
	Iteration 22Q: 3 clusters Score -417363.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -417401.750000 Penalty: 2662.855225
	Iteration 23Q: 3 clusters Score -417401.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -417439.843750 Penalty: 2662.855225
	Iteration 24Q: 3 clusters Score -417439.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -417471.906250 Penalty: 2662.855225
	Iteration 25Q: 3 clusters Score -417471.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -417517.406250 Penalty: 2662.855225
	Iteration 26Q: 3 clusters Score -417517.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -417559.906250 Penalty: 2662.855225
	Iteration 27Q: 3 clusters Score -417559.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -417586.812500 Penalty: 2662.855225
	Iteration 28Q: 3 clusters Score -417586.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -417607.531250 Penalty: 2662.855225
	Iteration 29Q: 3 clusters Score -417607.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -417623.968750 Penalty: 2662.855225
	Iteration 30Q: 3 clusters Score -417624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -417634.468750 Penalty: 2662.855225
	Iteration 31Q: 3 clusters Score -417634.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -417642.000000 Penalty: 2662.855225
	Iteration 32Q: 3 clusters Score -417642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -417645.125000 Penalty: 2662.855225
	Iteration 33Q: 3 clusters Score -417645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -417645.593750 Penalty: 2662.855225
	Iteration 34Q: 3 clusters Score -417645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -417646.250000 Penalty: 2662.855225
	Iteration 35Q: 3 clusters Score -417646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -417646.437500 Penalty: 2662.855225
	Iteration 36Q: 3 clusters Score -417646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -417647.218750 Penalty: 2662.855225
	Iteration 37Q: 3 clusters Score -417647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -417647.218750 Penalty: 2662.855225
	Iteration 38F: 3 clusters Score -417647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (131776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131776 members 
Entering Unmasked Estep 
Score: -15154040.000000 Penalty: 1915.689453
	Iteration 0F: 2 clusters Score -1.515404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65794 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -15071028.000000 Penalty: 3831.378906
	Iteration 0F: 3 clusters Score -1.507103e+07 nChanged 63136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -15107929.000000 Penalty: 3831.378906
	Iteration 1F: 3 clusters Score -1.510793e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67127 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -15109058.000000 Penalty: 3831.378906
	Iteration 2Q: 3 clusters Score -1.510906e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -15110627.000000 Penalty: 3831.378906
	Iteration 3Q: 3 clusters Score -1.511063e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -15112879.000000 Penalty: 3831.378906
	Iteration 4Q: 3 clusters Score -1.511288e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71070 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -15115708.000000 Penalty: 3831.378906
	Iteration 5Q: 3 clusters Score -1.511571e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -15119408.000000 Penalty: 3831.378906
	Iteration 6F: 3 clusters Score -1.511941e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -15123284.000000 Penalty: 3831.378906
	Iteration 7F: 3 clusters Score -1.512328e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -15127153.000000 Penalty: 3831.378906
	Iteration 8F: 3 clusters Score -1.512715e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -15130340.000000 Penalty: 3831.378906
	Iteration 9F: 3 clusters Score -1.513034e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -15133203.000000 Penalty: 3831.378906
	Iteration 10Q: 3 clusters Score -1.51332e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -15135651.000000 Penalty: 3831.378906
	Iteration 11Q: 3 clusters Score -1.513565e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -15138300.000000 Penalty: 3831.378906
	Iteration 12Q: 3 clusters Score -1.51383e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94154 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -15141077.000000 Penalty: 3831.378906
	Iteration 13Q: 3 clusters Score -1.514108e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -15143654.000000 Penalty: 3831.378906
	Iteration 14Q: 3 clusters Score -1.514365e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100214 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -15145515.000000 Penalty: 3831.378906
	Iteration 15Q: 3 clusters Score -1.514552e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -15146859.000000 Penalty: 3831.378906
	Iteration 16Q: 3 clusters Score -1.514686e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -15147966.000000 Penalty: 3831.378906
	Iteration 17Q: 3 clusters Score -1.514797e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -15148922.000000 Penalty: 3831.378906
	Iteration 18Q: 3 clusters Score -1.514892e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110112 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -15149812.000000 Penalty: 3831.378906
	Iteration 19Q: 3 clusters Score -1.514981e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112131 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -15150620.000000 Penalty: 3831.378906
	Iteration 20F: 3 clusters Score -1.515062e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113914 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -15151216.000000 Penalty: 3831.378906
	Iteration 21Q: 3 clusters Score -1.515122e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115417 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -15151661.000000 Penalty: 3831.378906
	Iteration 22Q: 3 clusters Score -1.515166e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116711 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -15151998.000000 Penalty: 3831.378906
	Iteration 23Q: 3 clusters Score -1.5152e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117847 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -15152182.000000 Penalty: 3831.378906
	Iteration 24Q: 3 clusters Score -1.515218e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118849 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -15152301.000000 Penalty: 3831.378906
	Iteration 25Q: 3 clusters Score -1.51523e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -15152406.000000 Penalty: 3831.378906
	Iteration 26Q: 3 clusters Score -1.515241e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120496 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -15152467.000000 Penalty: 3831.378906
	Iteration 27Q: 3 clusters Score -1.515247e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121216 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -15152473.000000 Penalty: 3831.378906
	Iteration 28Q: 3 clusters Score -1.515247e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121894 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -15152498.000000 Penalty: 3831.378906
	Iteration 29Q: 3 clusters Score -1.51525e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122524 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -15152567.000000 Penalty: 3831.378906
	Iteration 30Q: 3 clusters Score -1.515257e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -15152602.000000 Penalty: 3831.378906
	Iteration 31Q: 3 clusters Score -1.51526e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123620 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -15152594.000000 Penalty: 3831.378906
	Iteration 32Q: 3 clusters Score -1.515259e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124083 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -15152580.000000 Penalty: 3831.378906
	Iteration 33Q: 3 clusters Score -1.515258e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124492 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -15152636.000000 Penalty: 3831.378906
	Iteration 34Q: 3 clusters Score -1.515264e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124895 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -15152604.000000 Penalty: 3831.378906
	Iteration 35Q: 3 clusters Score -1.51526e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125259 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -15152576.000000 Penalty: 3831.378906
	Iteration 36Q: 3 clusters Score -1.515258e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125602 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -15152582.000000 Penalty: 3831.378906
	Iteration 37Q: 3 clusters Score -1.515258e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125952 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -15152579.000000 Penalty: 3831.378906
	Iteration 38Q: 3 clusters Score -1.515258e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126249 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -15152634.000000 Penalty: 3831.378906
	Iteration 39Q: 3 clusters Score -1.515263e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126552 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -15152667.000000 Penalty: 3831.378906
	Iteration 40F: 3 clusters Score -1.515267e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126815 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -15152670.000000 Penalty: 3831.378906
	Iteration 41Q: 3 clusters Score -1.515267e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127067 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -15152635.000000 Penalty: 3831.378906
	Iteration 42Q: 3 clusters Score -1.515264e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127312 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -15152608.000000 Penalty: 3831.378906
	Iteration 43Q: 3 clusters Score -1.515261e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127550 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -15152584.000000 Penalty: 3831.378906
	Iteration 44Q: 3 clusters Score -1.515258e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127781 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -15152590.000000 Penalty: 3831.378906
	Iteration 45Q: 3 clusters Score -1.515259e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127975 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -15152566.000000 Penalty: 3831.378906
	Iteration 46Q: 3 clusters Score -1.515257e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128169 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -15152555.000000 Penalty: 3831.378906
	Iteration 47Q: 3 clusters Score -1.515256e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128363 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -15152584.000000 Penalty: 3831.378906
	Iteration 48Q: 3 clusters Score -1.515258e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128538 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -15152573.000000 Penalty: 3831.378906
	Iteration 49Q: 3 clusters Score -1.515257e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128700 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -15152591.000000 Penalty: 3831.378906
	Iteration 50Q: 3 clusters Score -1.515259e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128861 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -15152595.000000 Penalty: 3831.378906
	Iteration 51Q: 3 clusters Score -1.51526e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129025 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -15152567.000000 Penalty: 3831.378906
	Iteration 52Q: 3 clusters Score -1.515257e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -15152601.000000 Penalty: 3831.378906
	Iteration 53Q: 3 clusters Score -1.51526e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129328 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -15152602.000000 Penalty: 3831.378906
	Iteration 54Q: 3 clusters Score -1.51526e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129450 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -15152603.000000 Penalty: 3831.378906
	Iteration 55Q: 3 clusters Score -1.51526e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129564 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -15152601.000000 Penalty: 3831.378906
	Iteration 56Q: 3 clusters Score -1.51526e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129681 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -15152580.000000 Penalty: 3831.378906
	Iteration 57Q: 3 clusters Score -1.515258e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129795 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -15152577.000000 Penalty: 3831.378906
	Iteration 58Q: 3 clusters Score -1.515258e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129885 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -15152551.000000 Penalty: 3831.378906
	Iteration 59Q: 3 clusters Score -1.515255e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129969 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -15152540.000000 Penalty: 3831.378906
	Iteration 60F: 3 clusters Score -1.515254e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130038 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -15152532.000000 Penalty: 3831.378906
	Iteration 61Q: 3 clusters Score -1.515253e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130122 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -15152545.000000 Penalty: 3831.378906
	Iteration 62Q: 3 clusters Score -1.515254e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130200 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -15152534.000000 Penalty: 3831.378906
	Iteration 63Q: 3 clusters Score -1.515253e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130248 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -15152546.000000 Penalty: 3831.378906
	Iteration 64Q: 3 clusters Score -1.515255e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130299 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -15152548.000000 Penalty: 3831.378906
	Iteration 65Q: 3 clusters Score -1.515255e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130356 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -15152558.000000 Penalty: 3831.378906
	Iteration 66Q: 3 clusters Score -1.515256e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130401 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -15152529.000000 Penalty: 3831.378906
	Iteration 67Q: 3 clusters Score -1.515253e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130445 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -15152515.000000 Penalty: 3831.378906
	Iteration 68Q: 3 clusters Score -1.515252e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130493 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15152548.000000 Penalty: 3831.378906
	Iteration 69Q: 3 clusters Score -1.515255e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130546 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -15152530.000000 Penalty: 3831.378906
	Iteration 70Q: 3 clusters Score -1.515253e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130587 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -15152557.000000 Penalty: 3831.378906
	Iteration 71Q: 3 clusters Score -1.515256e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130625 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -15152536.000000 Penalty: 3831.378906
	Iteration 72Q: 3 clusters Score -1.515254e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130666 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -15152535.000000 Penalty: 3831.378906
	Iteration 73Q: 3 clusters Score -1.515254e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130715 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -15152546.000000 Penalty: 3831.378906
	Iteration 74Q: 3 clusters Score -1.515255e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130760 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -15152537.000000 Penalty: 3831.378906
	Iteration 75Q: 3 clusters Score -1.515254e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130801 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -15152546.000000 Penalty: 3831.378906
	Iteration 76Q: 3 clusters Score -1.515255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130831 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -15152534.000000 Penalty: 3831.378906
	Iteration 77Q: 3 clusters Score -1.515253e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130864 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15152547.000000 Penalty: 3831.378906
	Iteration 78Q: 3 clusters Score -1.515255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130885 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15152539.000000 Penalty: 3831.378906
	Iteration 79Q: 3 clusters Score -1.515254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130901 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -15152537.000000 Penalty: 3831.378906
	Iteration 80F: 3 clusters Score -1.515254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130918 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -15152548.000000 Penalty: 3831.378906
	Iteration 81Q: 3 clusters Score -1.515255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130932 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -15152543.000000 Penalty: 3831.378906
	Iteration 82Q: 3 clusters Score -1.515254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130948 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -15152565.000000 Penalty: 3831.378906
	Iteration 83Q: 3 clusters Score -1.515256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130960 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -15152565.000000 Penalty: 3831.378906
	Iteration 84Q: 3 clusters Score -1.515256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130975 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15152571.000000 Penalty: 3831.378906
	Iteration 85Q: 3 clusters Score -1.515257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -15152583.000000 Penalty: 3831.378906
	Iteration 86Q: 3 clusters Score -1.515258e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131011 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -15152576.000000 Penalty: 3831.378906
	Iteration 87Q: 3 clusters Score -1.515258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131027 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -15152581.000000 Penalty: 3831.378906
	Iteration 88Q: 3 clusters Score -1.515258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131040 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -15152586.000000 Penalty: 3831.378906
	Iteration 89Q: 3 clusters Score -1.515259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131045 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -15152596.000000 Penalty: 3831.378906
	Iteration 90Q: 3 clusters Score -1.51526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131051 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -15152595.000000 Penalty: 3831.378906
	Iteration 91Q: 3 clusters Score -1.51526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131056 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -15152593.000000 Penalty: 3831.378906
	Iteration 92Q: 3 clusters Score -1.515259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -15152596.000000 Penalty: 3831.378906
	Iteration 93Q: 3 clusters Score -1.51526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131066 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15152604.000000 Penalty: 3831.378906
	Iteration 94Q: 3 clusters Score -1.51526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131073 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -15152600.000000 Penalty: 3831.378906
	Iteration 95Q: 3 clusters Score -1.51526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131077 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -15152593.000000 Penalty: 3831.378906
	Iteration 96Q: 3 clusters Score -1.515259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131078 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -15152592.000000 Penalty: 3831.378906
	Iteration 97Q: 3 clusters Score -1.515259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131081 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15152583.000000 Penalty: 3831.378906
	Iteration 98Q: 3 clusters Score -1.515258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131086 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -15152591.000000 Penalty: 3831.378906
	Iteration 99Q: 3 clusters Score -1.515259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131089 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15152591.000000 Penalty: 3831.378906
	Iteration 100F: 3 clusters Score -1.515259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15152594.000000 Penalty: 3831.378906
	Iteration 101Q: 3 clusters Score -1.515259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15152595.000000 Penalty: 3831.378906
	Iteration 102Q: 3 clusters Score -1.51526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131089 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -15152598.000000 Penalty: 3831.378906
	Iteration 103Q: 3 clusters Score -1.51526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131087 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15152603.000000 Penalty: 3831.378906
	Iteration 104Q: 3 clusters Score -1.51526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131088 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15152594.000000 Penalty: 3831.378906
	Iteration 105Q: 3 clusters Score -1.515259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15152609.000000 Penalty: 3831.378906
	Iteration 106Q: 3 clusters Score -1.515261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131091 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -15152606.000000 Penalty: 3831.378906
	Iteration 107Q: 3 clusters Score -1.515261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131092 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -15152602.000000 Penalty: 3831.378906
	Iteration 108Q: 3 clusters Score -1.51526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131093 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -15152610.000000 Penalty: 3831.378906
	Iteration 109Q: 3 clusters Score -1.515261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131095 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15152609.000000 Penalty: 3831.378906
	Iteration 110Q: 3 clusters Score -1.515261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131096 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -15152603.000000 Penalty: 3831.378906
	Iteration 111Q: 3 clusters Score -1.51526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131096 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -15152603.000000 Penalty: 3831.378906
	Iteration 112F: 3 clusters Score -1.51526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -14269.647461 Penalty: 856.026917
	Iteration 0F: 2 clusters Score -14269.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13644.660156 Penalty: 1712.053833
	Iteration 0F: 3 clusters Score -13644.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13810.027344 Penalty: 1712.053833
	Iteration 1F: 3 clusters Score -13810.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13857.080078 Penalty: 1712.053833
	Iteration 2F: 3 clusters Score -13857.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13894.040039 Penalty: 1712.053833
	Iteration 3Q: 3 clusters Score -13894.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13901.562500 Penalty: 1712.053833
	Iteration 4Q: 3 clusters Score -13901.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13910.513672 Penalty: 1712.053833
	Iteration 5Q: 3 clusters Score -13910.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13921.198242 Penalty: 1712.053833
	Iteration 6Q: 3 clusters Score -13921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13929.810547 Penalty: 1712.053833
	Iteration 7Q: 3 clusters Score -13929.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13941.508789 Penalty: 1712.053833
	Iteration 8Q: 3 clusters Score -13941.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13941.508789 Penalty: 1712.053833
	Iteration 9F: 3 clusters Score -13941.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Entering Unmasked Estep 
Score: -7048281.500000 Penalty: 1789.227295
	Iteration 0F: 2 clusters Score -7048282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -7007858.000000 Penalty: 3578.454590
	Iteration 0F: 3 clusters Score -7007858 nChanged 28658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -7024109.500000 Penalty: 3578.454590
	Iteration 1F: 3 clusters Score -7024110 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -7024737.000000 Penalty: 3578.454590
	Iteration 2Q: 3 clusters Score -7024737 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -7025526.500000 Penalty: 3578.454590
	Iteration 3Q: 3 clusters Score -7025526 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -7026652.500000 Penalty: 3578.454590
	Iteration 4Q: 3 clusters Score -7026652 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -7028506.000000 Penalty: 3578.454590
	Iteration 5F: 3 clusters Score -7028506 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -7031299.500000 Penalty: 3578.454590
	Iteration 6F: 3 clusters Score -7031300 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -7035222.000000 Penalty: 3578.454590
	Iteration 7F: 3 clusters Score -7035222 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -7039413.500000 Penalty: 3578.454590
	Iteration 8F: 3 clusters Score -7039414 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -7042964.000000 Penalty: 3578.454590
	Iteration 9F: 3 clusters Score -7042964 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -7045117.500000 Penalty: 3578.454590
	Iteration 10Q: 3 clusters Score -7045118 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -7046137.500000 Penalty: 3578.454590
	Iteration 11Q: 3 clusters Score -7046138 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -7046572.000000 Penalty: 3578.454590
	Iteration 12Q: 3 clusters Score -7046572 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -7046748.000000 Penalty: 3578.454590
	Iteration 13Q: 3 clusters Score -7046748 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -7046867.000000 Penalty: 3578.454590
	Iteration 14Q: 3 clusters Score -7046867 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -7046937.500000 Penalty: 3578.454590
	Iteration 15Q: 3 clusters Score -7046938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -7046957.500000 Penalty: 3578.454590
	Iteration 16Q: 3 clusters Score -7046958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -7046981.500000 Penalty: 3578.454590
	Iteration 17Q: 3 clusters Score -7046982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -7047001.500000 Penalty: 3578.454590
	Iteration 18Q: 3 clusters Score -7047002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -7047017.000000 Penalty: 3578.454590
	Iteration 19Q: 3 clusters Score -7047017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -7047020.500000 Penalty: 3578.454590
	Iteration 20F: 3 clusters Score -7047020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -7047050.500000 Penalty: 3578.454590
	Iteration 21Q: 3 clusters Score -7047050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -7047059.000000 Penalty: 3578.454590
	Iteration 22Q: 3 clusters Score -7047059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -7047062.500000 Penalty: 3578.454590
	Iteration 23Q: 3 clusters Score -7047062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 59831 members 
Entering Unmasked Estep 
Score: -7047064.500000 Penalty: 3578.454590
	Iteration 24Q: 3 clusters Score -7047064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -7047069.000000 Penalty: 3578.454590
	Iteration 25Q: 3 clusters Score -7047069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -7047075.000000 Penalty: 3578.454590
	Iteration 26Q: 3 clusters Score -7047075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -7047071.000000 Penalty: 3578.454590
	Iteration 27Q: 3 clusters Score -7047071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -7047064.500000 Penalty: 3578.454590
	Iteration 28Q: 3 clusters Score -7047064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -7047066.500000 Penalty: 3578.454590
	Iteration 29Q: 3 clusters Score -7047066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -7047067.500000 Penalty: 3578.454590
	Iteration 30Q: 3 clusters Score -7047068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -7047064.500000 Penalty: 3578.454590
	Iteration 31Q: 3 clusters Score -7047064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -7047063.500000 Penalty: 3578.454590
	Iteration 32Q: 3 clusters Score -7047064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -7047063.000000 Penalty: 3578.454590
	Iteration 33Q: 3 clusters Score -7047063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -7047067.000000 Penalty: 3578.454590
	Iteration 34Q: 3 clusters Score -7047067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -7047070.000000 Penalty: 3578.454590
	Iteration 35Q: 3 clusters Score -7047070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7047073.500000 Penalty: 3578.454590
	Iteration 36Q: 3 clusters Score -7047074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -7047075.000000 Penalty: 3578.454590
	Iteration 37Q: 3 clusters Score -7047075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7047081.000000 Penalty: 3578.454590
	Iteration 38Q: 3 clusters Score -7047081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -7047084.500000 Penalty: 3578.454590
	Iteration 39Q: 3 clusters Score -7047084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -7047083.500000 Penalty: 3578.454590
	Iteration 40F: 3 clusters Score -7047084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Entering Unmasked Estep 
Score: -1604646.500000 Penalty: 1548.936401
	Iteration 0F: 2 clusters Score -1604646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1595033.125000 Penalty: 3097.872803
	Iteration 0F: 3 clusters Score -1595033 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1598519.375000 Penalty: 3097.872803
	Iteration 1F: 3 clusters Score -1598519 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1598903.000000 Penalty: 3097.872803
	Iteration 2F: 3 clusters Score -1598903 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1599357.125000 Penalty: 3097.872803
	Iteration 3F: 3 clusters Score -1599357 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1600062.375000 Penalty: 3097.872803
	Iteration 4F: 3 clusters Score -1600062 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1601076.375000 Penalty: 3097.872803
	Iteration 5F: 3 clusters Score -1601076 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1602144.750000 Penalty: 3097.872803
	Iteration 6F: 3 clusters Score -1602145 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1602927.875000 Penalty: 3097.872803
	Iteration 7F: 3 clusters Score -1602928 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1603404.375000 Penalty: 3097.872803
	Iteration 8Q: 3 clusters Score -1603404 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1603658.750000 Penalty: 3097.872803
	Iteration 9Q: 3 clusters Score -1603659 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1603803.625000 Penalty: 3097.872803
	Iteration 10Q: 3 clusters Score -1603804 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1603885.000000 Penalty: 3097.872803
	Iteration 11Q: 3 clusters Score -1603885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1603942.625000 Penalty: 3097.872803
	Iteration 12Q: 3 clusters Score -1603943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1603959.875000 Penalty: 3097.872803
	Iteration 13Q: 3 clusters Score -1603960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1603972.125000 Penalty: 3097.872803
	Iteration 14Q: 3 clusters Score -1603972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1603984.500000 Penalty: 3097.872803
	Iteration 15Q: 3 clusters Score -1603984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1603991.875000 Penalty: 3097.872803
	Iteration 16Q: 3 clusters Score -1603992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1603994.375000 Penalty: 3097.872803
	Iteration 17Q: 3 clusters Score -1603994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1604002.125000 Penalty: 3097.872803
	Iteration 18Q: 3 clusters Score -1604002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1604001.750000 Penalty: 3097.872803
	Iteration 19Q: 3 clusters Score -1604002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1604001.750000 Penalty: 3097.872803
	Iteration 20F: 3 clusters Score -1604002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Entering Unmasked Estep 
Score: -3239676.500000 Penalty: 1669.499634
	Iteration 0F: 2 clusters Score -3239676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3220338.750000 Penalty: 3338.999268
	Iteration 0F: 3 clusters Score -3220339 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3227548.000000 Penalty: 3338.999268
	Iteration 1F: 3 clusters Score -3227548 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3227932.750000 Penalty: 3338.999268
	Iteration 2Q: 3 clusters Score -3227933 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3228289.250000 Penalty: 3338.999268
	Iteration 3Q: 3 clusters Score -3228289 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3228730.250000 Penalty: 3338.999268
	Iteration 4Q: 3 clusters Score -3228730 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3229328.750000 Penalty: 3338.999268
	Iteration 5Q: 3 clusters Score -3229329 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3230153.000000 Penalty: 3338.999268
	Iteration 6F: 3 clusters Score -3230153 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3231287.000000 Penalty: 3338.999268
	Iteration 7F: 3 clusters Score -3231287 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -3232715.750000 Penalty: 3338.999268
	Iteration 8F: 3 clusters Score -3232716 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3234275.250000 Penalty: 3338.999268
	Iteration 9F: 3 clusters Score -3234275 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3235587.000000 Penalty: 3338.999268
	Iteration 10F: 3 clusters Score -3235587 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3236470.250000 Penalty: 3338.999268
	Iteration 11Q: 3 clusters Score -3236470 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3237065.750000 Penalty: 3338.999268
	Iteration 12Q: 3 clusters Score -3237066 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3237476.000000 Penalty: 3338.999268
	Iteration 13Q: 3 clusters Score -3237476 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3237716.250000 Penalty: 3338.999268
	Iteration 14Q: 3 clusters Score -3237716 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3237877.750000 Penalty: 3338.999268
	Iteration 15Q: 3 clusters Score -3237878 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3237987.250000 Penalty: 3338.999268
	Iteration 16Q: 3 clusters Score -3237987 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3238061.000000 Penalty: 3338.999268
	Iteration 17Q: 3 clusters Score -3238061 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3238118.250000 Penalty: 3338.999268
	Iteration 18Q: 3 clusters Score -3238118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3238155.500000 Penalty: 3338.999268
	Iteration 19Q: 3 clusters Score -3238156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3238183.250000 Penalty: 3338.999268
	Iteration 20F: 3 clusters Score -3238183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3238203.000000 Penalty: 3338.999268
	Iteration 21Q: 3 clusters Score -3238203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3238214.250000 Penalty: 3338.999268
	Iteration 22Q: 3 clusters Score -3238214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3238225.000000 Penalty: 3338.999268
	Iteration 23Q: 3 clusters Score -3238225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3238230.750000 Penalty: 3338.999268
	Iteration 24Q: 3 clusters Score -3238231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3238235.000000 Penalty: 3338.999268
	Iteration 25Q: 3 clusters Score -3238235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3238247.000000 Penalty: 3338.999268
	Iteration 26Q: 3 clusters Score -3238247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3238251.750000 Penalty: 3338.999268
	Iteration 27Q: 3 clusters Score -3238252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3238255.250000 Penalty: 3338.999268
	Iteration 28Q: 3 clusters Score -3238255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3238255.750000 Penalty: 3338.999268
	Iteration 29Q: 3 clusters Score -3238256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3238258.750000 Penalty: 3338.999268
	Iteration 30Q: 3 clusters Score -3238259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3238261.250000 Penalty: 3338.999268
	Iteration 31Q: 3 clusters Score -3238261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3238263.000000 Penalty: 3338.999268
	Iteration 32Q: 3 clusters Score -3238263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3238263.750000 Penalty: 3338.999268
	Iteration 33Q: 3 clusters Score -3238264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3238263.750000 Penalty: 3338.999268
	Iteration 34F: 3 clusters Score -3238264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Entering Unmasked Estep 
Score: -11265069.000000 Penalty: 1864.391113
	Iteration 0F: 2 clusters Score -1.126507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -11202779.000000 Penalty: 3728.782227
	Iteration 0F: 3 clusters Score -1.120278e+07 nChanged 45931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -11229262.000000 Penalty: 3728.782227
	Iteration 1F: 3 clusters Score -1.122926e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -11229918.000000 Penalty: 3728.782227
	Iteration 2Q: 3 clusters Score -1.122992e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -11230682.000000 Penalty: 3728.782227
	Iteration 3Q: 3 clusters Score -1.123068e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -11231777.000000 Penalty: 3728.782227
	Iteration 4Q: 3 clusters Score -1.123178e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -11233323.000000 Penalty: 3728.782227
	Iteration 5Q: 3 clusters Score -1.123332e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -11235766.000000 Penalty: 3728.782227
	Iteration 6Q: 3 clusters Score -1.123577e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -11239734.000000 Penalty: 3728.782227
	Iteration 7F: 3 clusters Score -1.123973e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -11245411.000000 Penalty: 3728.782227
	Iteration 8F: 3 clusters Score -1.124541e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -11252018.000000 Penalty: 3728.782227
	Iteration 9F: 3 clusters Score -1.125202e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -11257487.000000 Penalty: 3728.782227
	Iteration 10F: 3 clusters Score -1.125749e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92906 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -11260681.000000 Penalty: 3728.782227
	Iteration 11Q: 3 clusters Score -1.126068e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11262304.000000 Penalty: 3728.782227
	Iteration 12Q: 3 clusters Score -1.12623e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11262935.000000 Penalty: 3728.782227
	Iteration 13Q: 3 clusters Score -1.126294e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95692 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11263164.000000 Penalty: 3728.782227
	Iteration 14Q: 3 clusters Score -1.126316e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95786 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11263293.000000 Penalty: 3728.782227
	Iteration 15Q: 3 clusters Score -1.126329e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11263362.000000 Penalty: 3728.782227
	Iteration 16Q: 3 clusters Score -1.126336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11263389.000000 Penalty: 3728.782227
	Iteration 17Q: 3 clusters Score -1.126339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11263408.000000 Penalty: 3728.782227
	Iteration 18Q: 3 clusters Score -1.126341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -11263438.000000 Penalty: 3728.782227
	Iteration 19Q: 3 clusters Score -1.126344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11263443.000000 Penalty: 3728.782227
	Iteration 20F: 3 clusters Score -1.126344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11263453.000000 Penalty: 3728.782227
	Iteration 21Q: 3 clusters Score -1.126345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11263459.000000 Penalty: 3728.782227
	Iteration 22Q: 3 clusters Score -1.126346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95898 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11263459.000000 Penalty: 3728.782227
	Iteration 23Q: 3 clusters Score -1.126346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95898 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11263459.000000 Penalty: 3728.782227
	Iteration 24F: 3 clusters Score -1.126346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -41112.144531 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -41112.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40153.046875 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -40153.05 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40327.972656 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -40327.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40371.609375 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -40371.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40400.390625 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -40400.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40417.125000 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -40417.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40432.820312 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -40432.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40450.371094 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -40450.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40467.996094 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -40468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40485.183594 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -40485.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40495.320312 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -40495.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40497.496094 Penalty: 1952.864380
	Iteration 10Q: 3 clusters Score -40497.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40497.496094 Penalty: 1952.864380
	Iteration 11F: 3 clusters Score -40497.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -213122.140625 Penalty: 1231.531738
	Iteration 0F: 2 clusters Score -213122.1 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 1003 members 
Entering Unmasked Estep 
Score: -211120.625000 Penalty: 2463.063477
	Iteration 0F: 3 clusters Score -211120.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -211636.171875 Penalty: 2463.063477
	Iteration 1F: 3 clusters Score -211636.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -211767.203125 Penalty: 2463.063477
	Iteration 2F: 3 clusters Score -211767.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -211838.875000 Penalty: 2463.063477
	Iteration 3Q: 3 clusters Score -211838.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -211898.546875 Penalty: 2463.063477
	Iteration 4Q: 3 clusters Score -211898.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -211933.218750 Penalty: 2463.063477
	Iteration 5Q: 3 clusters Score -211933.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -211982.765625 Penalty: 2463.063477
	Iteration 6Q: 3 clusters Score -211982.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -212044.234375 Penalty: 2463.063477
	Iteration 7Q: 3 clusters Score -212044.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -212087.437500 Penalty: 2463.063477
	Iteration 8Q: 3 clusters Score -212087.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -212132.218750 Penalty: 2463.063477
	Iteration 9Q: 3 clusters Score -212132.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -212185.578125 Penalty: 2463.063477
	Iteration 10Q: 3 clusters Score -212185.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -212233.421875 Penalty: 2463.063477
	Iteration 11Q: 3 clusters Score -212233.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -212272.906250 Penalty: 2463.063477
	Iteration 12Q: 3 clusters Score -212272.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -212314.687500 Penalty: 2463.063477
	Iteration 13Q: 3 clusters Score -212314.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -212368.203125 Penalty: 2463.063477
	Iteration 14Q: 3 clusters Score -212368.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -212423.203125 Penalty: 2463.063477
	Iteration 15Q: 3 clusters Score -212423.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -212471.625000 Penalty: 2463.063477
	Iteration 16Q: 3 clusters Score -212471.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -212507.468750 Penalty: 2463.063477
	Iteration 17Q: 3 clusters Score -212507.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -212535.562500 Penalty: 2463.063477
	Iteration 18Q: 3 clusters Score -212535.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -212556.031250 Penalty: 2463.063477
	Iteration 19Q: 3 clusters Score -212556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -212603.812500 Penalty: 2463.063477
	Iteration 20F: 3 clusters Score -212603.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -212711.687500 Penalty: 2463.063477
	Iteration 21Q: 3 clusters Score -212711.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -212818.203125 Penalty: 2463.063477
	Iteration 22Q: 3 clusters Score -212818.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -212845.968750 Penalty: 2463.063477
	Iteration 23Q: 3 clusters Score -212846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -212862.281250 Penalty: 2463.063477
	Iteration 24Q: 3 clusters Score -212862.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -212867.281250 Penalty: 2463.063477
	Iteration 25Q: 3 clusters Score -212867.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -212873.281250 Penalty: 2463.063477
	Iteration 26Q: 3 clusters Score -212873.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -212882.828125 Penalty: 2463.063477
	Iteration 27Q: 3 clusters Score -212882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -212884.906250 Penalty: 2463.063477
	Iteration 28Q: 3 clusters Score -212884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -212885.578125 Penalty: 2463.063477
	Iteration 29Q: 3 clusters Score -212885.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -212885.578125 Penalty: 2463.063477
	Iteration 30F: 3 clusters Score -212885.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Entering Unmasked Estep 
Score: -9270073.000000 Penalty: 1832.845581
	Iteration 0F: 2 clusters Score -9270073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -9217822.000000 Penalty: 3665.691162
	Iteration 0F: 3 clusters Score -9217822 nChanged 37400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -9239022.000000 Penalty: 3665.691162
	Iteration 1F: 3 clusters Score -9239022 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -9239687.000000 Penalty: 3665.691162
	Iteration 2Q: 3 clusters Score -9239687 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -9240753.000000 Penalty: 3665.691162
	Iteration 3Q: 3 clusters Score -9240753 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -9242644.000000 Penalty: 3665.691162
	Iteration 4Q: 3 clusters Score -9242644 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -9246104.000000 Penalty: 3665.691162
	Iteration 5F: 3 clusters Score -9246104 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -9251768.000000 Penalty: 3665.691162
	Iteration 6F: 3 clusters Score -9251768 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -9257999.000000 Penalty: 3665.691162
	Iteration 7F: 3 clusters Score -9257999 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72198 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -9262821.000000 Penalty: 3665.691162
	Iteration 8F: 3 clusters Score -9262821 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -9265472.000000 Penalty: 3665.691162
	Iteration 9Q: 3 clusters Score -9265472 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -9266867.000000 Penalty: 3665.691162
	Iteration 10Q: 3 clusters Score -9266867 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -9267484.000000 Penalty: 3665.691162
	Iteration 11Q: 3 clusters Score -9267484 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9267836.000000 Penalty: 3665.691162
	Iteration 12Q: 3 clusters Score -9267836 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -9267986.000000 Penalty: 3665.691162
	Iteration 13Q: 3 clusters Score -9267986 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -9268077.000000 Penalty: 3665.691162
	Iteration 14Q: 3 clusters Score -9268077 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9268175.000000 Penalty: 3665.691162
	Iteration 15Q: 3 clusters Score -9268175 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -9268251.000000 Penalty: 3665.691162
	Iteration 16Q: 3 clusters Score -9268251 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -9268300.000000 Penalty: 3665.691162
	Iteration 17Q: 3 clusters Score -9268300 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9268363.000000 Penalty: 3665.691162
	Iteration 18Q: 3 clusters Score -9268363 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -9268386.000000 Penalty: 3665.691162
	Iteration 19Q: 3 clusters Score -9268386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9268404.000000 Penalty: 3665.691162
	Iteration 20F: 3 clusters Score -9268404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -9268434.000000 Penalty: 3665.691162
	Iteration 21Q: 3 clusters Score -9268434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -9268441.000000 Penalty: 3665.691162
	Iteration 22Q: 3 clusters Score -9268441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -9268436.000000 Penalty: 3665.691162
	Iteration 23Q: 3 clusters Score -9268436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -9268446.000000 Penalty: 3665.691162
	Iteration 24Q: 3 clusters Score -9268446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -9268453.000000 Penalty: 3665.691162
	Iteration 25Q: 3 clusters Score -9268453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -9268454.000000 Penalty: 3665.691162
	Iteration 26Q: 3 clusters Score -9268454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9268464.000000 Penalty: 3665.691162
	Iteration 27Q: 3 clusters Score -9268464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -9268477.000000 Penalty: 3665.691162
	Iteration 28Q: 3 clusters Score -9268477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9268491.000000 Penalty: 3665.691162
	Iteration 29Q: 3 clusters Score -9268491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76719 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -9268494.000000 Penalty: 3665.691162
	Iteration 30Q: 3 clusters Score -9268494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -9268502.000000 Penalty: 3665.691162
	Iteration 31Q: 3 clusters Score -9268502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -9268501.000000 Penalty: 3665.691162
	Iteration 32Q: 3 clusters Score -9268501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -9268505.000000 Penalty: 3665.691162
	Iteration 33Q: 3 clusters Score -9268505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9268511.000000 Penalty: 3665.691162
	Iteration 34Q: 3 clusters Score -9268511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9268517.000000 Penalty: 3665.691162
	Iteration 35Q: 3 clusters Score -9268517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9268509.000000 Penalty: 3665.691162
	Iteration 36Q: 3 clusters Score -9268509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -9268501.000000 Penalty: 3665.691162
	Iteration 37Q: 3 clusters Score -9268501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -9268510.000000 Penalty: 3665.691162
	Iteration 38Q: 3 clusters Score -9268510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9268502.000000 Penalty: 3665.691162
	Iteration 39Q: 3 clusters Score -9268502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9268509.000000 Penalty: 3665.691162
	Iteration 40F: 3 clusters Score -9268509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -9268505.000000 Penalty: 3665.691162
	Iteration 41Q: 3 clusters Score -9268505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -9268506.000000 Penalty: 3665.691162
	Iteration 42Q: 3 clusters Score -9268506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9268505.000000 Penalty: 3665.691162
	Iteration 43Q: 3 clusters Score -9268505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76868 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9268507.000000 Penalty: 3665.691162
	Iteration 44Q: 3 clusters Score -9268507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9268508.000000 Penalty: 3665.691162
	Iteration 45Q: 3 clusters Score -9268508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76880 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9268504.000000 Penalty: 3665.691162
	Iteration 46Q: 3 clusters Score -9268504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9268505.000000 Penalty: 3665.691162
	Iteration 47Q: 3 clusters Score -9268505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -9268509.000000 Penalty: 3665.691162
	Iteration 48Q: 3 clusters Score -9268509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -9268509.000000 Penalty: 3665.691162
	Iteration 49F: 3 clusters Score -9268509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -28557.757812 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -28557.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27718.445312 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -27718.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27807.447266 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -27807.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27824.039062 Penalty: 1835.916626
	Iteration 2Q: 3 clusters Score -27824.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27843.906250 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -27843.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27862.566406 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -27862.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27869.160156 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -27869.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27884.984375 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -27884.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27902.164062 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -27902.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27906.074219 Penalty: 1835.916626
	Iteration 8Q: 3 clusters Score -27906.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27906.074219 Penalty: 1835.916626
	Iteration 9F: 3 clusters Score -27906.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -598029.000000 Penalty: 1391.258911
	Iteration 0F: 2 clusters Score -598029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -593920.250000 Penalty: 2782.517822
	Iteration 0F: 3 clusters Score -593920.2 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -594997.375000 Penalty: 2782.517822
	Iteration 1F: 3 clusters Score -594997.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -595190.687500 Penalty: 2782.517822
	Iteration 2F: 3 clusters Score -595190.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -595344.187500 Penalty: 2782.517822
	Iteration 3F: 3 clusters Score -595344.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -595500.125000 Penalty: 2782.517822
	Iteration 4Q: 3 clusters Score -595500.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -595715.000000 Penalty: 2782.517822
	Iteration 5Q: 3 clusters Score -595715 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -596034.375000 Penalty: 2782.517822
	Iteration 6F: 3 clusters Score -596034.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -596390.375000 Penalty: 2782.517822
	Iteration 7F: 3 clusters Score -596390.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -596704.187500 Penalty: 2782.517822
	Iteration 8F: 3 clusters Score -596704.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -597028.312500 Penalty: 2782.517822
	Iteration 9F: 3 clusters Score -597028.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -597292.625000 Penalty: 2782.517822
	Iteration 10F: 3 clusters Score -597292.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -597481.375000 Penalty: 2782.517822
	Iteration 11Q: 3 clusters Score -597481.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -597598.625000 Penalty: 2782.517822
	Iteration 12Q: 3 clusters Score -597598.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -597679.875000 Penalty: 2782.517822
	Iteration 13Q: 3 clusters Score -597679.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -597733.687500 Penalty: 2782.517822
	Iteration 14Q: 3 clusters Score -597733.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -597773.625000 Penalty: 2782.517822
	Iteration 15Q: 3 clusters Score -597773.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -597819.437500 Penalty: 2782.517822
	Iteration 16Q: 3 clusters Score -597819.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -597862.437500 Penalty: 2782.517822
	Iteration 17Q: 3 clusters Score -597862.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -597891.000000 Penalty: 2782.517822
	Iteration 18Q: 3 clusters Score -597891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -597909.875000 Penalty: 2782.517822
	Iteration 19Q: 3 clusters Score -597909.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -597925.062500 Penalty: 2782.517822
	Iteration 20F: 3 clusters Score -597925.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -597934.687500 Penalty: 2782.517822
	Iteration 21Q: 3 clusters Score -597934.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -597948.250000 Penalty: 2782.517822
	Iteration 22Q: 3 clusters Score -597948.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -597962.875000 Penalty: 2782.517822
	Iteration 23Q: 3 clusters Score -597962.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -597975.750000 Penalty: 2782.517822
	Iteration 24Q: 3 clusters Score -597975.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -597984.062500 Penalty: 2782.517822
	Iteration 25Q: 3 clusters Score -597984.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -597993.312500 Penalty: 2782.517822
	Iteration 26Q: 3 clusters Score -597993.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -598000.812500 Penalty: 2782.517822
	Iteration 27Q: 3 clusters Score -598000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -598004.062500 Penalty: 2782.517822
	Iteration 28Q: 3 clusters Score -598004.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -598007.062500 Penalty: 2782.517822
	Iteration 29Q: 3 clusters Score -598007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -598011.687500 Penalty: 2782.517822
	Iteration 30Q: 3 clusters Score -598011.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -598015.562500 Penalty: 2782.517822
	Iteration 31Q: 3 clusters Score -598015.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -598018.062500 Penalty: 2782.517822
	Iteration 32Q: 3 clusters Score -598018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -598019.875000 Penalty: 2782.517822
	Iteration 33Q: 3 clusters Score -598019.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -598021.312500 Penalty: 2782.517822
	Iteration 34Q: 3 clusters Score -598021.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -598024.312500 Penalty: 2782.517822
	Iteration 35Q: 3 clusters Score -598024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -598025.687500 Penalty: 2782.517822
	Iteration 36Q: 3 clusters Score -598025.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -598026.375000 Penalty: 2782.517822
	Iteration 37Q: 3 clusters Score -598026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -598027.375000 Penalty: 2782.517822
	Iteration 38Q: 3 clusters Score -598027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -598027.562500 Penalty: 2782.517822
	Iteration 39Q: 3 clusters Score -598027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -598027.187500 Penalty: 2782.517822
	Iteration 40F: 3 clusters Score -598027.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Entering Unmasked Estep 
Score: -8814440.000000 Penalty: 1826.476562
	Iteration 0F: 2 clusters Score -8814440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -8763692.000000 Penalty: 3652.953125
	Iteration 0F: 3 clusters Score -8763692 nChanged 36283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -8784561.000000 Penalty: 3652.953125
	Iteration 1F: 3 clusters Score -8784561 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -8785152.000000 Penalty: 3652.953125
	Iteration 2Q: 3 clusters Score -8785152 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -8785747.000000 Penalty: 3652.953125
	Iteration 3Q: 3 clusters Score -8785747 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -8786479.000000 Penalty: 3652.953125
	Iteration 4Q: 3 clusters Score -8786479 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -8787475.000000 Penalty: 3652.953125
	Iteration 5Q: 3 clusters Score -8787475 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -8788983.000000 Penalty: 3652.953125
	Iteration 6Q: 3 clusters Score -8788983 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -8791448.000000 Penalty: 3652.953125
	Iteration 7F: 3 clusters Score -8791448 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -8795109.000000 Penalty: 3652.953125
	Iteration 8F: 3 clusters Score -8795109 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -8799671.000000 Penalty: 3652.953125
	Iteration 9F: 3 clusters Score -8799671 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -8804236.000000 Penalty: 3652.953125
	Iteration 10F: 3 clusters Score -8804236 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -8807908.000000 Penalty: 3652.953125
	Iteration 11F: 3 clusters Score -8807908 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -8810165.000000 Penalty: 3652.953125
	Iteration 12Q: 3 clusters Score -8810165 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -8811500.000000 Penalty: 3652.953125
	Iteration 13Q: 3 clusters Score -8811500 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -8812116.000000 Penalty: 3652.953125
	Iteration 14Q: 3 clusters Score -8812116 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -8812456.000000 Penalty: 3652.953125
	Iteration 15Q: 3 clusters Score -8812456 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 75659 members 
Entering Unmasked Estep 
Score: -8812634.000000 Penalty: 3652.953125
	Iteration 16Q: 3 clusters Score -8812634 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -8812731.000000 Penalty: 3652.953125
	Iteration 17Q: 3 clusters Score -8812731 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 75808 members 
Entering Unmasked Estep 
Score: -8812775.000000 Penalty: 3652.953125
	Iteration 18Q: 3 clusters Score -8812775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -8812798.000000 Penalty: 3652.953125
	Iteration 19Q: 3 clusters Score -8812798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -8812818.000000 Penalty: 3652.953125
	Iteration 20F: 3 clusters Score -8812818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 75871 members 
Entering Unmasked Estep 
Score: -8812837.000000 Penalty: 3652.953125
	Iteration 21Q: 3 clusters Score -8812837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -8812846.000000 Penalty: 3652.953125
	Iteration 22Q: 3 clusters Score -8812846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -8812850.000000 Penalty: 3652.953125
	Iteration 23Q: 3 clusters Score -8812850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -8812864.000000 Penalty: 3652.953125
	Iteration 24Q: 3 clusters Score -8812864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -8812869.000000 Penalty: 3652.953125
	Iteration 25Q: 3 clusters Score -8812869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -8812863.000000 Penalty: 3652.953125
	Iteration 26Q: 3 clusters Score -8812863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -8812866.000000 Penalty: 3652.953125
	Iteration 27Q: 3 clusters Score -8812866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -8812863.000000 Penalty: 3652.953125
	Iteration 28Q: 3 clusters Score -8812863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -8812863.000000 Penalty: 3652.953125
	Iteration 29Q: 3 clusters Score -8812863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -8812861.000000 Penalty: 3652.953125
	Iteration 30Q: 3 clusters Score -8812861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -8812867.000000 Penalty: 3652.953125
	Iteration 31Q: 3 clusters Score -8812867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -8812865.000000 Penalty: 3652.953125
	Iteration 32Q: 3 clusters Score -8812865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -8812865.000000 Penalty: 3652.953125
	Iteration 33F: 3 clusters Score -8812865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -112494.539062 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -112494.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111060.781250 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -111060.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -111284.523438 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -111284.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -111340.187500 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -111340.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111362.046875 Penalty: 2238.786133
	Iteration 3Q: 3 clusters Score -111362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -111377.242188 Penalty: 2238.786133
	Iteration 4Q: 3 clusters Score -111377.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111390.500000 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -111390.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -111402.617188 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -111402.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -111416.351562 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -111416.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -111420.492188 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -111420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -111425.054688 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -111425.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -111430.007812 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -111430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -111434.250000 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -111434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -111439.257812 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -111439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -111443.343750 Penalty: 2238.786133
	Iteration 13Q: 3 clusters Score -111443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111446.843750 Penalty: 2238.786133
	Iteration 14Q: 3 clusters Score -111446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -111448.562500 Penalty: 2238.786133
	Iteration 15Q: 3 clusters Score -111448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111449.093750 Penalty: 2238.786133
	Iteration 16Q: 3 clusters Score -111449.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111449.093750 Penalty: 2238.786133
	Iteration 17F: 3 clusters Score -111449.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Entering Unmasked Estep 
Score: -1312466.875000 Penalty: 1518.796997
	Iteration 0F: 2 clusters Score -1312467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1304394.125000 Penalty: 3037.593994
	Iteration 0F: 3 clusters Score -1304394 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1307276.250000 Penalty: 3037.593994
	Iteration 1F: 3 clusters Score -1307276 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1307713.250000 Penalty: 3037.593994
	Iteration 2F: 3 clusters Score -1307713 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1308262.875000 Penalty: 3037.593994
	Iteration 3F: 3 clusters Score -1308263 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1308864.875000 Penalty: 3037.593994
	Iteration 4F: 3 clusters Score -1308865 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1309258.125000 Penalty: 3037.593994
	Iteration 5F: 3 clusters Score -1309258 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1309500.625000 Penalty: 3037.593994
	Iteration 6Q: 3 clusters Score -1309501 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1309678.750000 Penalty: 3037.593994
	Iteration 7Q: 3 clusters Score -1309679 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1309816.125000 Penalty: 3037.593994
	Iteration 8Q: 3 clusters Score -1309816 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1309945.375000 Penalty: 3037.593994
	Iteration 9Q: 3 clusters Score -1309945 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1310045.750000 Penalty: 3037.593994
	Iteration 10Q: 3 clusters Score -1310046 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1310143.250000 Penalty: 3037.593994
	Iteration 11Q: 3 clusters Score -1310143 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1310233.875000 Penalty: 3037.593994
	Iteration 12Q: 3 clusters Score -1310234 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1310347.750000 Penalty: 3037.593994
	Iteration 13Q: 3 clusters Score -1310348 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1310488.625000 Penalty: 3037.593994
	Iteration 14Q: 3 clusters Score -1310489 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1310645.875000 Penalty: 3037.593994
	Iteration 15Q: 3 clusters Score -1310646 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1310850.375000 Penalty: 3037.593994
	Iteration 16Q: 3 clusters Score -1310850 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1311062.125000 Penalty: 3037.593994
	Iteration 17Q: 3 clusters Score -1311062 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1311308.125000 Penalty: 3037.593994
	Iteration 18Q: 3 clusters Score -1311308 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1311687.000000 Penalty: 3037.593994
	Iteration 19Q: 3 clusters Score -1311687 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1312070.125000 Penalty: 3037.593994
	Iteration 20F: 3 clusters Score -1312070 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1312231.500000 Penalty: 3037.593994
	Iteration 21Q: 3 clusters Score -1312232 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1312298.625000 Penalty: 3037.593994
	Iteration 22Q: 3 clusters Score -1312299 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1312347.750000 Penalty: 3037.593994
	Iteration 23Q: 3 clusters Score -1312348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1312372.625000 Penalty: 3037.593994
	Iteration 24Q: 3 clusters Score -1312373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1312384.750000 Penalty: 3037.593994
	Iteration 25Q: 3 clusters Score -1312385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1312391.000000 Penalty: 3037.593994
	Iteration 26Q: 3 clusters Score -1312391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1312392.875000 Penalty: 3037.593994
	Iteration 27Q: 3 clusters Score -1312393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1312394.375000 Penalty: 3037.593994
	Iteration 28Q: 3 clusters Score -1312394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1312393.125000 Penalty: 3037.593994
	Iteration 29Q: 3 clusters Score -1312393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1312396.625000 Penalty: 3037.593994
	Iteration 30Q: 3 clusters Score -1312397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1312396.125000 Penalty: 3037.593994
	Iteration 31Q: 3 clusters Score -1312396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1312396.125000 Penalty: 3037.593994
	Iteration 32Q: 3 clusters Score -1312396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1312396.875000 Penalty: 3037.593994
	Iteration 33Q: 3 clusters Score -1312397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1312396.875000 Penalty: 3037.593994
	Iteration 34F: 3 clusters Score -1312397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Entering Unmasked Estep 
Score: -622279.812500 Penalty: 1409.529175
	Iteration 0F: 2 clusters Score -622279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -617823.812500 Penalty: 2819.058350
	Iteration 0F: 3 clusters Score -617823.8 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -619222.312500 Penalty: 2819.058350
	Iteration 1F: 3 clusters Score -619222.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -619555.562500 Penalty: 2819.058350
	Iteration 2F: 3 clusters Score -619555.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -619879.437500 Penalty: 2819.058350
	Iteration 3F: 3 clusters Score -619879.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -620143.562500 Penalty: 2819.058350
	Iteration 4F: 3 clusters Score -620143.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -620352.875000 Penalty: 2819.058350
	Iteration 5F: 3 clusters Score -620352.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -620556.000000 Penalty: 2819.058350
	Iteration 6F: 3 clusters Score -620556 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -620765.437500 Penalty: 2819.058350
	Iteration 7Q: 3 clusters Score -620765.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -620991.062500 Penalty: 2819.058350
	Iteration 8Q: 3 clusters Score -620991.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -621188.812500 Penalty: 2819.058350
	Iteration 9Q: 3 clusters Score -621188.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -621339.437500 Penalty: 2819.058350
	Iteration 10Q: 3 clusters Score -621339.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -621428.375000 Penalty: 2819.058350
	Iteration 11Q: 3 clusters Score -621428.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -621489.625000 Penalty: 2819.058350
	Iteration 12Q: 3 clusters Score -621489.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -621545.500000 Penalty: 2819.058350
	Iteration 13Q: 3 clusters Score -621545.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -621570.312500 Penalty: 2819.058350
	Iteration 14Q: 3 clusters Score -621570.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -621584.562500 Penalty: 2819.058350
	Iteration 15Q: 3 clusters Score -621584.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -621602.937500 Penalty: 2819.058350
	Iteration 16Q: 3 clusters Score -621602.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -621618.312500 Penalty: 2819.058350
	Iteration 17Q: 3 clusters Score -621618.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -621632.562500 Penalty: 2819.058350
	Iteration 18Q: 3 clusters Score -621632.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -621643.625000 Penalty: 2819.058350
	Iteration 19Q: 3 clusters Score -621643.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -621649.750000 Penalty: 2819.058350
	Iteration 20F: 3 clusters Score -621649.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -621653.937500 Penalty: 2819.058350
	Iteration 21Q: 3 clusters Score -621653.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -621660.625000 Penalty: 2819.058350
	Iteration 22Q: 3 clusters Score -621660.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -621662.750000 Penalty: 2819.058350
	Iteration 23Q: 3 clusters Score -621662.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -621668.062500 Penalty: 2819.058350
	Iteration 24Q: 3 clusters Score -621668.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -621669.437500 Penalty: 2819.058350
	Iteration 25Q: 3 clusters Score -621669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -621673.125000 Penalty: 2819.058350
	Iteration 26Q: 3 clusters Score -621673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -621672.625000 Penalty: 2819.058350
	Iteration 27Q: 3 clusters Score -621672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -621674.812500 Penalty: 2819.058350
	Iteration 28Q: 3 clusters Score -621674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -621674.562500 Penalty: 2819.058350
	Iteration 29Q: 3 clusters Score -621674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -621677.937500 Penalty: 2819.058350
	Iteration 30Q: 3 clusters Score -621677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -621677.750000 Penalty: 2819.058350
	Iteration 31Q: 3 clusters Score -621677.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -621677.750000 Penalty: 2819.058350
	Iteration 32F: 3 clusters Score -621677.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 88924 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 34198 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87504 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131776 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60514 members 
Mstep: Class 14 contains 13793 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 96103 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79146 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 76104 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11458 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219800.000000 Penalty: 55007.320312
Iteration 439Q: 26 clusters Score -8.62198e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 88924 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 34202 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87512 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 131791 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60516 members 
Mstep: Class 14 contains 13795 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 96099 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 79136 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 76082 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11458 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219832.000000 Penalty: 55007.320312
Iteration 440F: 26 clusters Score -8.621983e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 88916 members 
Mstep: Class 3 contains 4080 members 
Mstep: Class 4 contains 34209 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5538 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87522 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 131814 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60513 members 
Mstep: Class 14 contains 13793 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 96119 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 79126 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 76043 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219824.000000 Penalty: 55007.320312
Iteration 441Q: 26 clusters Score -8.621982e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 88917 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 34210 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87525 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 131838 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60515 members 
Mstep: Class 14 contains 13792 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 96126 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 79118 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 76019 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219848.000000 Penalty: 55007.320312
Iteration 442Q: 26 clusters Score -8.621985e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 88912 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 34218 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87538 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 131844 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60513 members 
Mstep: Class 14 contains 13792 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 96131 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 79113 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 76001 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219896.000000 Penalty: 55007.320312
Iteration 443Q: 26 clusters Score -8.62199e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 88916 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 34218 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87556 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 131865 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60516 members 
Mstep: Class 14 contains 13789 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 96120 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 79096 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5223 members 
Mstep: Class 22 contains 75985 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219840.000000 Penalty: 55007.320312
Iteration 444Q: 26 clusters Score -8.621984e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 88927 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 34221 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87561 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 131891 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60523 members 
Mstep: Class 14 contains 13788 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 96114 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 79079 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5221 members 
Mstep: Class 22 contains 75960 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11456 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219824.000000 Penalty: 55007.320312
Iteration 445Q: 26 clusters Score -8.621982e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 88939 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 34227 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87579 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 131912 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60530 members 
Mstep: Class 14 contains 13787 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 96109 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 79058 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 75921 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11456 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219760.000000 Penalty: 55007.320312
Iteration 446Q: 26 clusters Score -8.621976e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 88947 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 34227 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87593 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 131936 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60535 members 
Mstep: Class 14 contains 13786 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 96111 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 79039 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 75887 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11456 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219632.000000 Penalty: 55007.320312
Iteration 447Q: 26 clusters Score -8.621963e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 88952 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 34230 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87591 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131950 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60539 members 
Mstep: Class 14 contains 13785 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 96119 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 79027 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 75864 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11456 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219664.000000 Penalty: 55007.320312
Iteration 448Q: 26 clusters Score -8.621966e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 88955 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 34232 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87598 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131963 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60533 members 
Mstep: Class 14 contains 13786 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 96132 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 79016 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 75837 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11456 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219600.000000 Penalty: 55007.320312
Iteration 449Q: 26 clusters Score -8.62196e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 88953 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 34239 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87618 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131973 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60534 members 
Mstep: Class 14 contains 13786 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 96128 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 79001 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 75810 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11456 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219664.000000 Penalty: 55007.320312
Iteration 450Q: 26 clusters Score -8.621966e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 88948 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 34240 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87643 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 131991 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60533 members 
Mstep: Class 14 contains 13784 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 96138 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78988 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 75776 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11456 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219616.000000 Penalty: 55007.320312
Iteration 451Q: 26 clusters Score -8.621962e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 88952 members 
Mstep: Class 3 contains 4073 members 
Mstep: Class 4 contains 34245 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5532 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87687 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132009 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60534 members 
Mstep: Class 14 contains 13783 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 96122 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78973 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 75741 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11455 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219640.000000 Penalty: 55007.320312
Iteration 452Q: 26 clusters Score -8.621964e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 88959 members 
Mstep: Class 3 contains 4073 members 
Mstep: Class 4 contains 34249 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5532 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87722 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132029 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60541 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 16 contains 96108 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78952 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5230 members 
Mstep: Class 22 contains 75710 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11455 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219624.000000 Penalty: 55007.320312
Iteration 453Q: 26 clusters Score -8.621962e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 88967 members 
Mstep: Class 3 contains 4073 members 
Mstep: Class 4 contains 34243 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87752 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132052 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60540 members 
Mstep: Class 14 contains 13782 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 16 contains 96089 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78934 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5231 members 
Mstep: Class 22 contains 75693 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11454 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219592.000000 Penalty: 55007.320312
Iteration 454Q: 26 clusters Score -8.621959e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 88977 members 
Mstep: Class 3 contains 4072 members 
Mstep: Class 4 contains 34238 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87799 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132067 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60539 members 
Mstep: Class 14 contains 13780 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 16 contains 96078 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78916 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 75660 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11454 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219544.000000 Penalty: 55007.320312
Iteration 455Q: 26 clusters Score -8.621954e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 88973 members 
Mstep: Class 3 contains 4072 members 
Mstep: Class 4 contains 34240 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87828 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132094 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60537 members 
Mstep: Class 14 contains 13777 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 16 contains 96084 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78895 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 75629 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11454 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219640.000000 Penalty: 55007.320312
Iteration 456Q: 26 clusters Score -8.621964e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 88954 members 
Mstep: Class 3 contains 4072 members 
Mstep: Class 4 contains 34243 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87855 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132124 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60537 members 
Mstep: Class 14 contains 13777 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 16 contains 96092 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78880 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 75592 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219568.000000 Penalty: 55007.320312
Iteration 457Q: 26 clusters Score -8.621957e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 88941 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 34238 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87889 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132154 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60536 members 
Mstep: Class 14 contains 13775 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 96109 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78853 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 75561 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219672.000000 Penalty: 55007.320312
Iteration 458Q: 26 clusters Score -8.621967e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 88941 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 34244 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5520 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87921 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132186 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60534 members 
Mstep: Class 14 contains 13773 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 96105 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78826 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5235 members 
Mstep: Class 22 contains 75522 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219680.000000 Penalty: 55007.320312
Iteration 459Q: 26 clusters Score -8.621968e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 88925 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 34251 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 87962 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132212 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60531 members 
Mstep: Class 14 contains 13772 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 16 contains 96095 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78811 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 75493 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11452 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219568.000000 Penalty: 55007.320312
Iteration 460F: 26 clusters Score -8.621957e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 88902 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 34248 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88013 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132236 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60530 members 
Mstep: Class 14 contains 13773 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96080 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78797 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5235 members 
Mstep: Class 22 contains 75469 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11452 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219576.000000 Penalty: 55007.320312
Iteration 461Q: 26 clusters Score -8.621958e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 88900 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 34241 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88064 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132255 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60533 members 
Mstep: Class 14 contains 13775 members 
Mstep: Class 15 contains 28973 members 
Mstep: Class 16 contains 96053 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78776 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 75449 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11452 members 
Mstep: Class 25 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219600.000000 Penalty: 55007.320312
Iteration 462Q: 26 clusters Score -8.62196e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 88894 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34243 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88109 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132280 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60536 members 
Mstep: Class 14 contains 13775 members 
Mstep: Class 15 contains 28972 members 
Mstep: Class 16 contains 96022 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78754 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 75441 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11452 members 
Mstep: Class 25 contains 5850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219496.000000 Penalty: 55007.320312
Iteration 463Q: 26 clusters Score -8.62195e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 88876 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34247 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88170 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132285 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60544 members 
Mstep: Class 14 contains 13776 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 16 contains 95979 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78739 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 75437 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11451 members 
Mstep: Class 25 contains 5853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219440.000000 Penalty: 55007.320312
Iteration 464Q: 26 clusters Score -8.621944e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 88867 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34251 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88220 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132297 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60548 members 
Mstep: Class 14 contains 13774 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 95958 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78718 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 75422 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11450 members 
Mstep: Class 25 contains 5853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219456.000000 Penalty: 55007.320312
Iteration 465Q: 26 clusters Score -8.621946e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 88858 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34256 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88263 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132304 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60556 members 
Mstep: Class 14 contains 13772 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 16 contains 95940 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78703 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5235 members 
Mstep: Class 22 contains 75406 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11449 members 
Mstep: Class 25 contains 5853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219448.000000 Penalty: 55007.320312
Iteration 466Q: 26 clusters Score -8.621945e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 88849 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34257 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88298 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132305 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60564 members 
Mstep: Class 14 contains 13771 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 95925 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78693 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5236 members 
Mstep: Class 22 contains 75396 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11449 members 
Mstep: Class 25 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219512.000000 Penalty: 55007.320312
Iteration 467Q: 26 clusters Score -8.621951e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 88852 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34259 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88333 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132310 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60575 members 
Mstep: Class 14 contains 13771 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 95906 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78677 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5235 members 
Mstep: Class 22 contains 75375 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11449 members 
Mstep: Class 25 contains 5856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219624.000000 Penalty: 55007.320312
Iteration 468Q: 26 clusters Score -8.621962e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 88852 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34264 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88364 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132318 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60582 members 
Mstep: Class 14 contains 13772 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 95891 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78662 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 75354 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11449 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219640.000000 Penalty: 55007.320312
Iteration 469Q: 26 clusters Score -8.621964e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 88853 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 34268 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88389 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132327 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60590 members 
Mstep: Class 14 contains 13773 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 16 contains 95879 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78650 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5229 members 
Mstep: Class 22 contains 75332 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11449 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219600.000000 Penalty: 55007.320312
Iteration 470Q: 26 clusters Score -8.62196e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 88847 members 
Mstep: Class 3 contains 4068 members 
Mstep: Class 4 contains 34269 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88417 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132334 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60593 members 
Mstep: Class 14 contains 13776 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 16 contains 95861 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78648 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 75316 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11450 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219600.000000 Penalty: 55007.320312
Iteration 471Q: 26 clusters Score -8.62196e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 88828 members 
Mstep: Class 3 contains 4068 members 
Mstep: Class 4 contains 34274 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88437 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132348 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60596 members 
Mstep: Class 14 contains 13777 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 95864 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78647 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 75294 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11451 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219536.000000 Penalty: 55007.320312
Iteration 472Q: 26 clusters Score -8.621954e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 88816 members 
Mstep: Class 3 contains 4068 members 
Mstep: Class 4 contains 34275 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88458 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132356 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60597 members 
Mstep: Class 14 contains 13779 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 95859 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78645 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 75280 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11451 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219432.000000 Penalty: 55007.320312
Iteration 473Q: 26 clusters Score -8.621943e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 88802 members 
Mstep: Class 3 contains 4068 members 
Mstep: Class 4 contains 34276 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88480 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132349 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60599 members 
Mstep: Class 14 contains 13778 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 95862 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78645 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 75272 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11451 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219408.000000 Penalty: 55007.320312
Iteration 474Q: 26 clusters Score -8.621941e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 88792 members 
Mstep: Class 3 contains 4067 members 
Mstep: Class 4 contains 34278 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88487 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132343 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60605 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 16 contains 95863 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78643 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5225 members 
Mstep: Class 22 contains 75270 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11451 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219472.000000 Penalty: 55007.320312
Iteration 475Q: 26 clusters Score -8.621947e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 88781 members 
Mstep: Class 3 contains 4066 members 
Mstep: Class 4 contains 34280 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88506 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132341 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60614 members 
Mstep: Class 14 contains 13779 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 16 contains 95858 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78645 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5227 members 
Mstep: Class 22 contains 75256 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11451 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219424.000000 Penalty: 55007.320312
Iteration 476Q: 26 clusters Score -8.621942e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 88765 members 
Mstep: Class 3 contains 4065 members 
Mstep: Class 4 contains 34279 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88527 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132345 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60612 members 
Mstep: Class 14 contains 13779 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 16 contains 95859 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78647 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5226 members 
Mstep: Class 22 contains 75249 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11451 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219408.000000 Penalty: 55007.320312
Iteration 477Q: 26 clusters Score -8.621941e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 88750 members 
Mstep: Class 3 contains 4065 members 
Mstep: Class 4 contains 34282 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 5527 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88531 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132344 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60617 members 
Mstep: Class 14 contains 13782 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 95873 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78644 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 75239 members 
Mstep: Class 23 contains 981 members 
Mstep: Class 24 contains 11451 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219384.000000 Penalty: 55007.320312
Iteration 478Q: 26 clusters Score -8.621938e+07 nChanged 193
Entering ConstructFrom: 
Score: -86219384.000000 Penalty: 55007.320312
Entering ConstructFrom: 
Trying to split cluster 1 (17039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Entering Unmasked Estep 
Score: -1978134.375000 Penalty: 1583.279785
	Iteration 0F: 2 clusters Score -1978134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1966444.625000 Penalty: 3166.559570
	Iteration 0F: 3 clusters Score -1966445 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1970478.750000 Penalty: 3166.559570
	Iteration 1F: 3 clusters Score -1970479 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1970807.125000 Penalty: 3166.559570
	Iteration 2F: 3 clusters Score -1970807 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1971111.750000 Penalty: 3166.559570
	Iteration 3Q: 3 clusters Score -1971112 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1971482.625000 Penalty: 3166.559570
	Iteration 4Q: 3 clusters Score -1971483 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1971872.625000 Penalty: 3166.559570
	Iteration 5Q: 3 clusters Score -1971873 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1972313.250000 Penalty: 3166.559570
	Iteration 6Q: 3 clusters Score -1972313 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1972831.375000 Penalty: 3166.559570
	Iteration 7Q: 3 clusters Score -1972831 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1973447.125000 Penalty: 3166.559570
	Iteration 8F: 3 clusters Score -1973447 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1974085.875000 Penalty: 3166.559570
	Iteration 9F: 3 clusters Score -1974086 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1974616.375000 Penalty: 3166.559570
	Iteration 10F: 3 clusters Score -1974616 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1975044.250000 Penalty: 3166.559570
	Iteration 11Q: 3 clusters Score -1975044 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1975345.250000 Penalty: 3166.559570
	Iteration 12Q: 3 clusters Score -1975345 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1975534.000000 Penalty: 3166.559570
	Iteration 13Q: 3 clusters Score -1975534 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1975627.125000 Penalty: 3166.559570
	Iteration 14Q: 3 clusters Score -1975627 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1975678.250000 Penalty: 3166.559570
	Iteration 15Q: 3 clusters Score -1975678 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1975699.625000 Penalty: 3166.559570
	Iteration 16Q: 3 clusters Score -1975700 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1975719.500000 Penalty: 3166.559570
	Iteration 17Q: 3 clusters Score -1975720 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1975733.375000 Penalty: 3166.559570
	Iteration 18Q: 3 clusters Score -1975733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1975744.375000 Penalty: 3166.559570
	Iteration 19Q: 3 clusters Score -1975744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1975751.125000 Penalty: 3166.559570
	Iteration 20F: 3 clusters Score -1975751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1975753.750000 Penalty: 3166.559570
	Iteration 21Q: 3 clusters Score -1975754 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1975762.000000 Penalty: 3166.559570
	Iteration 22Q: 3 clusters Score -1975762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1975763.125000 Penalty: 3166.559570
	Iteration 23Q: 3 clusters Score -1975763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1975765.750000 Penalty: 3166.559570
	Iteration 24Q: 3 clusters Score -1975766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1975765.375000 Penalty: 3166.559570
	Iteration 25Q: 3 clusters Score -1975765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1975766.875000 Penalty: 3166.559570
	Iteration 26Q: 3 clusters Score -1975767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1975760.750000 Penalty: 3166.559570
	Iteration 27Q: 3 clusters Score -1975761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1975764.375000 Penalty: 3166.559570
	Iteration 28Q: 3 clusters Score -1975764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1975762.500000 Penalty: 3166.559570
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1975763 nChanged 7
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Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1975761 nChanged 7
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Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1975766 nChanged 8
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Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1975766 nChanged 4
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Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9951 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1975772 nChanged 8
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Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1975775 nChanged 7
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Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1975775 nChanged 6
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Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1975773 nChanged 5
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Mstep: Class 1 contains 9931 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1975776 nChanged 7
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Mstep: Class 1 contains 9924 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1975778 nChanged 6
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Mstep: Class 1 contains 9913 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1975773 nChanged 5
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Mstep: Class 1 contains 9908 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1975776 nChanged 6
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Mstep: Class 1 contains 9902 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1975777 nChanged 8
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Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9886 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1975778 nChanged 19
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1975775 nChanged 23
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8407 members 
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Mstep: Class 1 contains 8308 members 
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Mstep: Class 1 contains 7614 members 
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Mstep: Class 1 contains 7539 members 
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Mstep: Class 1 contains 6966 members 
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Mstep: Class 1 contains 5948 members 
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Mstep: Class 1 contains 5666 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 11696 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11919 members 
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	Iteration 121Q: 3 clusters Score -1976572 nChanged 29
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Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1976578 nChanged 36
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Entering Unmasked Estep 
Score: -1976593.500000 Penalty: 3166.559570
	Iteration 123Q: 3 clusters Score -1976594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1976593.500000 Penalty: 3166.559570
	Iteration 124Q: 3 clusters Score -1976594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1976596.125000 Penalty: 3166.559570
	Iteration 125Q: 3 clusters Score -1976596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1976597.375000 Penalty: 3166.559570
	Iteration 126Q: 3 clusters Score -1976597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1976605.125000 Penalty: 3166.559570
	Iteration 127Q: 3 clusters Score -1976605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1976604.625000 Penalty: 3166.559570
	Iteration 128Q: 3 clusters Score -1976605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1976606.125000 Penalty: 3166.559570
	Iteration 129Q: 3 clusters Score -1976606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1976613.250000 Penalty: 3166.559570
	Iteration 130Q: 3 clusters Score -1976613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1976616.375000 Penalty: 3166.559570
	Iteration 131Q: 3 clusters Score -1976616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1976618.750000 Penalty: 3166.559570
	Iteration 132Q: 3 clusters Score -1976619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1976619.000000 Penalty: 3166.559570
	Iteration 133Q: 3 clusters Score -1976619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1976620.625000 Penalty: 3166.559570
	Iteration 134Q: 3 clusters Score -1976621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1976620.500000 Penalty: 3166.559570
	Iteration 135Q: 3 clusters Score -1976620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1976619.000000 Penalty: 3166.559570
	Iteration 136Q: 3 clusters Score -1976619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1976620.000000 Penalty: 3166.559570
	Iteration 137Q: 3 clusters Score -1976620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1976615.500000 Penalty: 3166.559570
	Iteration 138Q: 3 clusters Score -1976616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1976613.875000 Penalty: 3166.559570
	Iteration 139Q: 3 clusters Score -1976614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1976614.250000 Penalty: 3166.559570
	Iteration 140F: 3 clusters Score -1976614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1976613.250000 Penalty: 3166.559570
	Iteration 141Q: 3 clusters Score -1976613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1976613.250000 Penalty: 3166.559570
	Iteration 142F: 3 clusters Score -1976613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (88740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88740 members 
Entering Unmasked Estep 
Score: -10417474.000000 Penalty: 1851.438232
	Iteration 0F: 2 clusters Score -1.041747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -10359045.000000 Penalty: 3702.876465
	Iteration 0F: 3 clusters Score -1.035904e+07 nChanged 42246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -10383302.000000 Penalty: 3702.876465
	Iteration 1F: 3 clusters Score -1.03833e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -10383675.000000 Penalty: 3702.876465
	Iteration 2Q: 3 clusters Score -1.038368e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -10384160.000000 Penalty: 3702.876465
	Iteration 3Q: 3 clusters Score -1.038416e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -10384763.000000 Penalty: 3702.876465
	Iteration 4Q: 3 clusters Score -1.038476e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -10385513.000000 Penalty: 3702.876465
	Iteration 5Q: 3 clusters Score -1.038551e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -10386701.000000 Penalty: 3702.876465
	Iteration 6Q: 3 clusters Score -1.03867e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -10388583.000000 Penalty: 3702.876465
	Iteration 7Q: 3 clusters Score -1.038858e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -10391794.000000 Penalty: 3702.876465
	Iteration 8F: 3 clusters Score -1.039179e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -10396803.000000 Penalty: 3702.876465
	Iteration 9F: 3 clusters Score -1.03968e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -10402943.000000 Penalty: 3702.876465
	Iteration 10F: 3 clusters Score -1.040294e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -10408565.000000 Penalty: 3702.876465
	Iteration 11F: 3 clusters Score -1.040856e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 83991 members 
Entering Unmasked Estep 
Score: -10412211.000000 Penalty: 3702.876465
	Iteration 12Q: 3 clusters Score -1.041221e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 86225 members 
Entering Unmasked Estep 
Score: -10414035.000000 Penalty: 3702.876465
	Iteration 13Q: 3 clusters Score -1.041404e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -10414987.000000 Penalty: 3702.876465
	Iteration 14Q: 3 clusters Score -1.041499e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -10415373.000000 Penalty: 3702.876465
	Iteration 15Q: 3 clusters Score -1.041537e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -10415550.000000 Penalty: 3702.876465
	Iteration 16Q: 3 clusters Score -1.041555e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -10415662.000000 Penalty: 3702.876465
	Iteration 17Q: 3 clusters Score -1.041566e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -10415730.000000 Penalty: 3702.876465
	Iteration 18Q: 3 clusters Score -1.041573e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -10415777.000000 Penalty: 3702.876465
	Iteration 19Q: 3 clusters Score -1.041578e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 88341 members 
Entering Unmasked Estep 
Score: -10415807.000000 Penalty: 3702.876465
	Iteration 20F: 3 clusters Score -1.041581e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
Score: -10415839.000000 Penalty: 3702.876465
	Iteration 21Q: 3 clusters Score -1.041584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -10415844.000000 Penalty: 3702.876465
	Iteration 22Q: 3 clusters Score -1.041584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -10415854.000000 Penalty: 3702.876465
	Iteration 23Q: 3 clusters Score -1.041585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -10415860.000000 Penalty: 3702.876465
	Iteration 24Q: 3 clusters Score -1.041586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 88391 members 
Entering Unmasked Estep 
Score: -10415866.000000 Penalty: 3702.876465
	Iteration 25Q: 3 clusters Score -1.041587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -10415870.000000 Penalty: 3702.876465
	Iteration 26Q: 3 clusters Score -1.041587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 88404 members 
Entering Unmasked Estep 
Score: -10415878.000000 Penalty: 3702.876465
	Iteration 27Q: 3 clusters Score -1.041588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 88410 members 
Entering Unmasked Estep 
Score: -10415897.000000 Penalty: 3702.876465
	Iteration 28Q: 3 clusters Score -1.04159e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -10415912.000000 Penalty: 3702.876465
	Iteration 29Q: 3 clusters Score -1.041591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -10415932.000000 Penalty: 3702.876465
	Iteration 30Q: 3 clusters Score -1.041593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -10415942.000000 Penalty: 3702.876465
	Iteration 31Q: 3 clusters Score -1.041594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -10415950.000000 Penalty: 3702.876465
	Iteration 32Q: 3 clusters Score -1.041595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -10415960.000000 Penalty: 3702.876465
	Iteration 33Q: 3 clusters Score -1.041596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -10415973.000000 Penalty: 3702.876465
	Iteration 34Q: 3 clusters Score -1.041597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -10415976.000000 Penalty: 3702.876465
	Iteration 35Q: 3 clusters Score -1.041598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -10415978.000000 Penalty: 3702.876465
	Iteration 36Q: 3 clusters Score -1.041598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -10415978.000000 Penalty: 3702.876465
	Iteration 37Q: 3 clusters Score -1.041598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -10415974.000000 Penalty: 3702.876465
	Iteration 38Q: 3 clusters Score -1.041597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -10415984.000000 Penalty: 3702.876465
	Iteration 39Q: 3 clusters Score -1.041598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -10415991.000000 Penalty: 3702.876465
	Iteration 40F: 3 clusters Score -1.041599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Entering Unmasked Estep 
Score: -473831.812500 Penalty: 1350.402466
	Iteration 0F: 2 clusters Score -473831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -470415.000000 Penalty: 2700.804932
	Iteration 0F: 3 clusters Score -470415 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471363.437500 Penalty: 2700.804932
	Iteration 1F: 3 clusters Score -471363.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -471545.031250 Penalty: 2700.804932
	Iteration 2F: 3 clusters Score -471545 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -471671.937500 Penalty: 2700.804932
	Iteration 3F: 3 clusters Score -471671.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -471778.281250 Penalty: 2700.804932
	Iteration 4Q: 3 clusters Score -471778.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -471867.468750 Penalty: 2700.804932
	Iteration 5Q: 3 clusters Score -471867.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -471957.937500 Penalty: 2700.804932
	Iteration 6Q: 3 clusters Score -471957.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -472058.843750 Penalty: 2700.804932
	Iteration 7Q: 3 clusters Score -472058.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -472161.937500 Penalty: 2700.804932
	Iteration 8Q: 3 clusters Score -472161.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -472249.125000 Penalty: 2700.804932
	Iteration 9Q: 3 clusters Score -472249.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -472322.593750 Penalty: 2700.804932
	Iteration 10Q: 3 clusters Score -472322.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -472393.625000 Penalty: 2700.804932
	Iteration 11Q: 3 clusters Score -472393.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -472449.843750 Penalty: 2700.804932
	Iteration 12Q: 3 clusters Score -472449.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -472505.937500 Penalty: 2700.804932
	Iteration 13Q: 3 clusters Score -472505.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -472548.812500 Penalty: 2700.804932
	Iteration 14Q: 3 clusters Score -472548.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -472574.250000 Penalty: 2700.804932
	Iteration 15Q: 3 clusters Score -472574.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -472595.000000 Penalty: 2700.804932
	Iteration 16Q: 3 clusters Score -472595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -472609.750000 Penalty: 2700.804932
	Iteration 17Q: 3 clusters Score -472609.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -472613.875000 Penalty: 2700.804932
	Iteration 18Q: 3 clusters Score -472613.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -472617.281250 Penalty: 2700.804932
	Iteration 19Q: 3 clusters Score -472617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -472619.968750 Penalty: 2700.804932
	Iteration 20F: 3 clusters Score -472620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -472622.281250 Penalty: 2700.804932
	Iteration 21Q: 3 clusters Score -472622.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -472622.968750 Penalty: 2700.804932
	Iteration 22Q: 3 clusters Score -472623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -472623.718750 Penalty: 2700.804932
	Iteration 23Q: 3 clusters Score -472623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -472625.375000 Penalty: 2700.804932
	Iteration 24Q: 3 clusters Score -472625.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -472629.593750 Penalty: 2700.804932
	Iteration 25Q: 3 clusters Score -472629.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -472632.125000 Penalty: 2700.804932
	Iteration 26Q: 3 clusters Score -472632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -472634.062500 Penalty: 2700.804932
	Iteration 27Q: 3 clusters Score -472634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -472636.343750 Penalty: 2700.804932
	Iteration 28Q: 3 clusters Score -472636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -472638.531250 Penalty: 2700.804932
	Iteration 29Q: 3 clusters Score -472638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -472640.812500 Penalty: 2700.804932
	Iteration 30Q: 3 clusters Score -472640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -472642.562500 Penalty: 2700.804932
	Iteration 31Q: 3 clusters Score -472642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -472643.937500 Penalty: 2700.804932
	Iteration 32Q: 3 clusters Score -472643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -472644.343750 Penalty: 2700.804932
	Iteration 33Q: 3 clusters Score -472644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -472644.343750 Penalty: 2700.804932
	Iteration 34F: 3 clusters Score -472644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Entering Unmasked Estep 
Score: -3979606.000000 Penalty: 1696.886108
	Iteration 0F: 2 clusters Score -3979606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -3956806.500000 Penalty: 3393.772217
	Iteration 0F: 3 clusters Score -3956806 nChanged 15701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3965521.750000 Penalty: 3393.772217
	Iteration 1F: 3 clusters Score -3965522 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3965896.750000 Penalty: 3393.772217
	Iteration 2Q: 3 clusters Score -3965897 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3966313.000000 Penalty: 3393.772217
	Iteration 3Q: 3 clusters Score -3966313 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3966831.750000 Penalty: 3393.772217
	Iteration 4Q: 3 clusters Score -3966832 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3967523.000000 Penalty: 3393.772217
	Iteration 5Q: 3 clusters Score -3967523 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3968570.750000 Penalty: 3393.772217
	Iteration 6F: 3 clusters Score -3968571 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3970086.500000 Penalty: 3393.772217
	Iteration 7F: 3 clusters Score -3970086 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3972166.500000 Penalty: 3393.772217
	Iteration 8F: 3 clusters Score -3972166 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -3974284.750000 Penalty: 3393.772217
	Iteration 9F: 3 clusters Score -3974285 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -3975865.000000 Penalty: 3393.772217
	Iteration 10F: 3 clusters Score -3975865 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3976917.250000 Penalty: 3393.772217
	Iteration 11Q: 3 clusters Score -3976917 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -3977442.250000 Penalty: 3393.772217
	Iteration 12Q: 3 clusters Score -3977442 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -3977698.750000 Penalty: 3393.772217
	Iteration 13Q: 3 clusters Score -3977699 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -3977846.000000 Penalty: 3393.772217
	Iteration 14Q: 3 clusters Score -3977846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -3977943.000000 Penalty: 3393.772217
	Iteration 15Q: 3 clusters Score -3977943 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -3978006.000000 Penalty: 3393.772217
	Iteration 16Q: 3 clusters Score -3978006 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -3978060.500000 Penalty: 3393.772217
	Iteration 17Q: 3 clusters Score -3978060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -3978085.750000 Penalty: 3393.772217
	Iteration 18Q: 3 clusters Score -3978086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -3978114.250000 Penalty: 3393.772217
	Iteration 19Q: 3 clusters Score -3978114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -3978146.000000 Penalty: 3393.772217
	Iteration 20F: 3 clusters Score -3978146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -3978163.500000 Penalty: 3393.772217
	Iteration 21Q: 3 clusters Score -3978164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -3978186.000000 Penalty: 3393.772217
	Iteration 22Q: 3 clusters Score -3978186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -3978196.250000 Penalty: 3393.772217
	Iteration 23Q: 3 clusters Score -3978196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -3978210.500000 Penalty: 3393.772217
	Iteration 24Q: 3 clusters Score -3978210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -3978213.250000 Penalty: 3393.772217
	Iteration 25Q: 3 clusters Score -3978213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -3978216.500000 Penalty: 3393.772217
	Iteration 26Q: 3 clusters Score -3978216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -3978221.000000 Penalty: 3393.772217
	Iteration 27Q: 3 clusters Score -3978221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -3978224.250000 Penalty: 3393.772217
	Iteration 28Q: 3 clusters Score -3978224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -3978227.250000 Penalty: 3393.772217
	Iteration 29Q: 3 clusters Score -3978227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -3978230.000000 Penalty: 3393.772217
	Iteration 30Q: 3 clusters Score -3978230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -3978231.000000 Penalty: 3393.772217
	Iteration 31Q: 3 clusters Score -3978231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -3978229.250000 Penalty: 3393.772217
	Iteration 32Q: 3 clusters Score -3978229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -3978234.000000 Penalty: 3393.772217
	Iteration 33Q: 3 clusters Score -3978234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -3978229.500000 Penalty: 3393.772217
	Iteration 34Q: 3 clusters Score -3978230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -3978230.500000 Penalty: 3393.772217
	Iteration 35Q: 3 clusters Score -3978230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -3978230.500000 Penalty: 3393.772217
	Iteration 36Q: 3 clusters Score -3978230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -3978230.500000 Penalty: 3393.772217
	Iteration 37F: 3 clusters Score -3978230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -351247.250000 Penalty: 1301.953003
	Iteration 0F: 2 clusters Score -351247.2 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 1529 members 
Entering Unmasked Estep 
Score: -348499.625000 Penalty: 2603.906006
	Iteration 0F: 3 clusters Score -348499.6 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -349112.218750 Penalty: 2603.906006
	Iteration 1F: 3 clusters Score -349112.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -349239.000000 Penalty: 2603.906006
	Iteration 2F: 3 clusters Score -349239 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -349328.375000 Penalty: 2603.906006
	Iteration 3F: 3 clusters Score -349328.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -349384.687500 Penalty: 2603.906006
	Iteration 4Q: 3 clusters Score -349384.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -349428.625000 Penalty: 2603.906006
	Iteration 5Q: 3 clusters Score -349428.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -349458.406250 Penalty: 2603.906006
	Iteration 6Q: 3 clusters Score -349458.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -349481.281250 Penalty: 2603.906006
	Iteration 7Q: 3 clusters Score -349481.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -349504.468750 Penalty: 2603.906006
	Iteration 8Q: 3 clusters Score -349504.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -349529.656250 Penalty: 2603.906006
	Iteration 9Q: 3 clusters Score -349529.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -349558.343750 Penalty: 2603.906006
	Iteration 10Q: 3 clusters Score -349558.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -349581.156250 Penalty: 2603.906006
	Iteration 11Q: 3 clusters Score -349581.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -349601.843750 Penalty: 2603.906006
	Iteration 12Q: 3 clusters Score -349601.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -349625.750000 Penalty: 2603.906006
	Iteration 13Q: 3 clusters Score -349625.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -349653.125000 Penalty: 2603.906006
	Iteration 14Q: 3 clusters Score -349653.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -349674.218750 Penalty: 2603.906006
	Iteration 15Q: 3 clusters Score -349674.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -349686.812500 Penalty: 2603.906006
	Iteration 16Q: 3 clusters Score -349686.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -349697.250000 Penalty: 2603.906006
	Iteration 17Q: 3 clusters Score -349697.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -349710.406250 Penalty: 2603.906006
	Iteration 18Q: 3 clusters Score -349710.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -349726.375000 Penalty: 2603.906006
	Iteration 19Q: 3 clusters Score -349726.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -349742.531250 Penalty: 2603.906006
	Iteration 20F: 3 clusters Score -349742.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -349761.500000 Penalty: 2603.906006
	Iteration 21Q: 3 clusters Score -349761.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -349776.562500 Penalty: 2603.906006
	Iteration 22Q: 3 clusters Score -349776.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -349791.250000 Penalty: 2603.906006
	Iteration 23Q: 3 clusters Score -349791.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -349816.687500 Penalty: 2603.906006
	Iteration 24Q: 3 clusters Score -349816.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -349839.812500 Penalty: 2603.906006
	Iteration 25Q: 3 clusters Score -349839.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -349856.062500 Penalty: 2603.906006
	Iteration 26Q: 3 clusters Score -349856.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -349869.500000 Penalty: 2603.906006
	Iteration 27Q: 3 clusters Score -349869.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -349874.781250 Penalty: 2603.906006
	Iteration 28Q: 3 clusters Score -349874.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -349883.125000 Penalty: 2603.906006
	Iteration 29Q: 3 clusters Score -349883.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -349891.281250 Penalty: 2603.906006
	Iteration 30Q: 3 clusters Score -349891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -349901.312500 Penalty: 2603.906006
	Iteration 31Q: 3 clusters Score -349901.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -349910.468750 Penalty: 2603.906006
	Iteration 32Q: 3 clusters Score -349910.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -349925.062500 Penalty: 2603.906006
	Iteration 33Q: 3 clusters Score -349925.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -349935.812500 Penalty: 2603.906006
	Iteration 34Q: 3 clusters Score -349935.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -349949.406250 Penalty: 2603.906006
	Iteration 35Q: 3 clusters Score -349949.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -349963.437500 Penalty: 2603.906006
	Iteration 36Q: 3 clusters Score -349963.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -349976.250000 Penalty: 2603.906006
	Iteration 37Q: 3 clusters Score -349976.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -349988.875000 Penalty: 2603.906006
	Iteration 38Q: 3 clusters Score -349988.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -350003.218750 Penalty: 2603.906006
	Iteration 39Q: 3 clusters Score -350003.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -350016.156250 Penalty: 2603.906006
	Iteration 40F: 3 clusters Score -350016.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -350033.125000 Penalty: 2603.906006
	Iteration 41Q: 3 clusters Score -350033.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -350042.000000 Penalty: 2603.906006
	Iteration 42Q: 3 clusters Score -350042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -350047.656250 Penalty: 2603.906006
	Iteration 43Q: 3 clusters Score -350047.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -350053.031250 Penalty: 2603.906006
	Iteration 44Q: 3 clusters Score -350053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -350056.156250 Penalty: 2603.906006
	Iteration 45Q: 3 clusters Score -350056.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -350062.593750 Penalty: 2603.906006
	Iteration 46Q: 3 clusters Score -350062.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -350074.062500 Penalty: 2603.906006
	Iteration 47Q: 3 clusters Score -350074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -350080.812500 Penalty: 2603.906006
	Iteration 48Q: 3 clusters Score -350080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -350084.875000 Penalty: 2603.906006
	Iteration 49Q: 3 clusters Score -350084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -350090.656250 Penalty: 2603.906006
	Iteration 50Q: 3 clusters Score -350090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -350092.656250 Penalty: 2603.906006
	Iteration 51Q: 3 clusters Score -350092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -350097.500000 Penalty: 2603.906006
	Iteration 52Q: 3 clusters Score -350097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -350102.218750 Penalty: 2603.906006
	Iteration 53Q: 3 clusters Score -350102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -350102.343750 Penalty: 2603.906006
	Iteration 54Q: 3 clusters Score -350102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -350102.562500 Penalty: 2603.906006
	Iteration 55Q: 3 clusters Score -350102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -350102.187500 Penalty: 2603.906006
	Iteration 56Q: 3 clusters Score -350102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -350103.781250 Penalty: 2603.906006
	Iteration 57Q: 3 clusters Score -350103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -350104.656250 Penalty: 2603.906006
	Iteration 58Q: 3 clusters Score -350104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -350106.687500 Penalty: 2603.906006
	Iteration 59Q: 3 clusters Score -350106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -350111.125000 Penalty: 2603.906006
	Iteration 60F: 3 clusters Score -350111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -350119.375000 Penalty: 2603.906006
	Iteration 61Q: 3 clusters Score -350119.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -350125.937500 Penalty: 2603.906006
	Iteration 62Q: 3 clusters Score -350125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -350130.093750 Penalty: 2603.906006
	Iteration 63Q: 3 clusters Score -350130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -350134.468750 Penalty: 2603.906006
	Iteration 64Q: 3 clusters Score -350134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -350137.656250 Penalty: 2603.906006
	Iteration 65Q: 3 clusters Score -350137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -350141.593750 Penalty: 2603.906006
	Iteration 66Q: 3 clusters Score -350141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -350143.093750 Penalty: 2603.906006
	Iteration 67Q: 3 clusters Score -350143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -350142.937500 Penalty: 2603.906006
	Iteration 68Q: 3 clusters Score -350142.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -350142.937500 Penalty: 2603.906006
	Iteration 69F: 3 clusters Score -350142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Entering Unmasked Estep 
Score: -604112.687500 Penalty: 1400.356934
	Iteration 0F: 2 clusters Score -604112.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -599788.625000 Penalty: 2800.713867
	Iteration 0F: 3 clusters Score -599788.6 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -601146.125000 Penalty: 2800.713867
	Iteration 1F: 3 clusters Score -601146.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -601464.875000 Penalty: 2800.713867
	Iteration 2F: 3 clusters Score -601464.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -601762.687500 Penalty: 2800.713867
	Iteration 3F: 3 clusters Score -601762.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -601985.812500 Penalty: 2800.713867
	Iteration 4F: 3 clusters Score -601985.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -602194.562500 Penalty: 2800.713867
	Iteration 5F: 3 clusters Score -602194.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -602378.250000 Penalty: 2800.713867
	Iteration 6F: 3 clusters Score -602378.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -602530.750000 Penalty: 2800.713867
	Iteration 7Q: 3 clusters Score -602530.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -602665.250000 Penalty: 2800.713867
	Iteration 8Q: 3 clusters Score -602665.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -602816.187500 Penalty: 2800.713867
	Iteration 9Q: 3 clusters Score -602816.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -602973.375000 Penalty: 2800.713867
	Iteration 10Q: 3 clusters Score -602973.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -603108.000000 Penalty: 2800.713867
	Iteration 11Q: 3 clusters Score -603108 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -603198.937500 Penalty: 2800.713867
	Iteration 12Q: 3 clusters Score -603198.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -603268.250000 Penalty: 2800.713867
	Iteration 13Q: 3 clusters Score -603268.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -603312.437500 Penalty: 2800.713867
	Iteration 14Q: 3 clusters Score -603312.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -603347.812500 Penalty: 2800.713867
	Iteration 15Q: 3 clusters Score -603347.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -603380.437500 Penalty: 2800.713867
	Iteration 16Q: 3 clusters Score -603380.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -603408.312500 Penalty: 2800.713867
	Iteration 17Q: 3 clusters Score -603408.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -603428.812500 Penalty: 2800.713867
	Iteration 18Q: 3 clusters Score -603428.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -603440.312500 Penalty: 2800.713867
	Iteration 19Q: 3 clusters Score -603440.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -603450.625000 Penalty: 2800.713867
	Iteration 20F: 3 clusters Score -603450.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -603462.812500 Penalty: 2800.713867
	Iteration 21Q: 3 clusters Score -603462.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -603470.500000 Penalty: 2800.713867
	Iteration 22Q: 3 clusters Score -603470.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -603476.625000 Penalty: 2800.713867
	Iteration 23Q: 3 clusters Score -603476.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -603486.125000 Penalty: 2800.713867
	Iteration 24Q: 3 clusters Score -603486.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -603495.125000 Penalty: 2800.713867
	Iteration 25Q: 3 clusters Score -603495.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -603500.000000 Penalty: 2800.713867
	Iteration 26Q: 3 clusters Score -603500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -603504.437500 Penalty: 2800.713867
	Iteration 27Q: 3 clusters Score -603504.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -603511.562500 Penalty: 2800.713867
	Iteration 28Q: 3 clusters Score -603511.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -603515.187500 Penalty: 2800.713867
	Iteration 29Q: 3 clusters Score -603515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -603516.437500 Penalty: 2800.713867
	Iteration 30Q: 3 clusters Score -603516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -603515.250000 Penalty: 2800.713867
	Iteration 31Q: 3 clusters Score -603515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -603515.375000 Penalty: 2800.713867
	Iteration 32Q: 3 clusters Score -603515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -603517.125000 Penalty: 2800.713867
	Iteration 33Q: 3 clusters Score -603517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -603516.937500 Penalty: 2800.713867
	Iteration 34Q: 3 clusters Score -603516.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -603518.750000 Penalty: 2800.713867
	Iteration 35Q: 3 clusters Score -603518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -603518.687500 Penalty: 2800.713867
	Iteration 36Q: 3 clusters Score -603518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -603519.875000 Penalty: 2800.713867
	Iteration 37Q: 3 clusters Score -603519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -603521.187500 Penalty: 2800.713867
	Iteration 38Q: 3 clusters Score -603521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -603520.875000 Penalty: 2800.713867
	Iteration 39Q: 3 clusters Score -603520.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -603521.875000 Penalty: 2800.713867
	Iteration 40F: 3 clusters Score -603521.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -603521.000000 Penalty: 2800.713867
	Iteration 41Q: 3 clusters Score -603521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -603523.062500 Penalty: 2800.713867
	Iteration 42Q: 3 clusters Score -603523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -603525.312500 Penalty: 2800.713867
	Iteration 43Q: 3 clusters Score -603525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -603528.437500 Penalty: 2800.713867
	Iteration 44Q: 3 clusters Score -603528.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -603531.437500 Penalty: 2800.713867
	Iteration 45Q: 3 clusters Score -603531.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -603537.250000 Penalty: 2800.713867
	Iteration 46Q: 3 clusters Score -603537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -603544.187500 Penalty: 2800.713867
	Iteration 47Q: 3 clusters Score -603544.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -603554.750000 Penalty: 2800.713867
	Iteration 48Q: 3 clusters Score -603554.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -603561.875000 Penalty: 2800.713867
	Iteration 49Q: 3 clusters Score -603561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -603566.437500 Penalty: 2800.713867
	Iteration 50Q: 3 clusters Score -603566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -603569.375000 Penalty: 2800.713867
	Iteration 51Q: 3 clusters Score -603569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -603571.625000 Penalty: 2800.713867
	Iteration 52Q: 3 clusters Score -603571.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -603574.500000 Penalty: 2800.713867
	Iteration 53Q: 3 clusters Score -603574.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -603577.625000 Penalty: 2800.713867
	Iteration 54Q: 3 clusters Score -603577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -603577.750000 Penalty: 2800.713867
	Iteration 55Q: 3 clusters Score -603577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -603577.875000 Penalty: 2800.713867
	Iteration 56Q: 3 clusters Score -603577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -603577.875000 Penalty: 2800.713867
	Iteration 57F: 3 clusters Score -603577.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -13958.792969 Penalty: 824.715759
	Iteration 0F: 2 clusters Score -13958.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13329.736328 Penalty: 1649.431519
	Iteration 0F: 3 clusters Score -13329.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13380.108398 Penalty: 1649.431519
	Iteration 1F: 3 clusters Score -13380.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13394.231445 Penalty: 1649.431519
	Iteration 2Q: 3 clusters Score -13394.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13394.231445 Penalty: 1649.431519
	Iteration 3F: 3 clusters Score -13394.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (88527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Entering Unmasked Estep 
Score: -10347301.000000 Penalty: 1851.047729
	Iteration 0F: 2 clusters Score -1.03473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -10289333.000000 Penalty: 3702.095459
	Iteration 0F: 3 clusters Score -1.028933e+07 nChanged 42237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -10313898.000000 Penalty: 3702.095459
	Iteration 1F: 3 clusters Score -1.03139e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -10315054.000000 Penalty: 3702.095459
	Iteration 2Q: 3 clusters Score -1.031505e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -10316939.000000 Penalty: 3702.095459
	Iteration 3Q: 3 clusters Score -1.031694e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -10320139.000000 Penalty: 3702.095459
	Iteration 4F: 3 clusters Score -1.032014e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -10324813.000000 Penalty: 3702.095459
	Iteration 5F: 3 clusters Score -1.032481e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -10331267.000000 Penalty: 3702.095459
	Iteration 6F: 3 clusters Score -1.033127e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -10337143.000000 Penalty: 3702.095459
	Iteration 7F: 3 clusters Score -1.033714e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -10340413.000000 Penalty: 3702.095459
	Iteration 8F: 3 clusters Score -1.034041e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -10341876.000000 Penalty: 3702.095459
	Iteration 9Q: 3 clusters Score -1.034188e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -10342664.000000 Penalty: 3702.095459
	Iteration 10Q: 3 clusters Score -1.034266e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -10343113.000000 Penalty: 3702.095459
	Iteration 11Q: 3 clusters Score -1.034311e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -10343441.000000 Penalty: 3702.095459
	Iteration 12Q: 3 clusters Score -1.034344e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -10343561.000000 Penalty: 3702.095459
	Iteration 13Q: 3 clusters Score -1.034356e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -10343686.000000 Penalty: 3702.095459
	Iteration 14Q: 3 clusters Score -1.034369e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -10343806.000000 Penalty: 3702.095459
	Iteration 15Q: 3 clusters Score -1.034381e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71378 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -10343896.000000 Penalty: 3702.095459
	Iteration 16Q: 3 clusters Score -1.03439e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -10343913.000000 Penalty: 3702.095459
	Iteration 17Q: 3 clusters Score -1.034391e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -10343990.000000 Penalty: 3702.095459
	Iteration 18Q: 3 clusters Score -1.034399e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -10344055.000000 Penalty: 3702.095459
	Iteration 19Q: 3 clusters Score -1.034406e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -10344132.000000 Penalty: 3702.095459
	Iteration 20F: 3 clusters Score -1.034413e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -10344185.000000 Penalty: 3702.095459
	Iteration 21Q: 3 clusters Score -1.034418e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -10344286.000000 Penalty: 3702.095459
	Iteration 22Q: 3 clusters Score -1.034429e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -10344309.000000 Penalty: 3702.095459
	Iteration 23Q: 3 clusters Score -1.034431e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -10344342.000000 Penalty: 3702.095459
	Iteration 24Q: 3 clusters Score -1.034434e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -10344409.000000 Penalty: 3702.095459
	Iteration 25Q: 3 clusters Score -1.034441e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -10344464.000000 Penalty: 3702.095459
	Iteration 26Q: 3 clusters Score -1.034446e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -10344562.000000 Penalty: 3702.095459
	Iteration 27Q: 3 clusters Score -1.034456e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75831 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -10344585.000000 Penalty: 3702.095459
	Iteration 28Q: 3 clusters Score -1.034458e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -10344660.000000 Penalty: 3702.095459
	Iteration 29Q: 3 clusters Score -1.034466e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -10344711.000000 Penalty: 3702.095459
	Iteration 30Q: 3 clusters Score -1.034471e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -10344774.000000 Penalty: 3702.095459
	Iteration 31Q: 3 clusters Score -1.034477e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -10344836.000000 Penalty: 3702.095459
	Iteration 32Q: 3 clusters Score -1.034484e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77884 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -10344926.000000 Penalty: 3702.095459
	Iteration 33Q: 3 clusters Score -1.034493e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -10344982.000000 Penalty: 3702.095459
	Iteration 34Q: 3 clusters Score -1.034498e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -10345018.000000 Penalty: 3702.095459
	Iteration 35Q: 3 clusters Score -1.034502e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79058 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -10345073.000000 Penalty: 3702.095459
	Iteration 36Q: 3 clusters Score -1.034507e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -10345092.000000 Penalty: 3702.095459
	Iteration 37Q: 3 clusters Score -1.034509e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -10345160.000000 Penalty: 3702.095459
	Iteration 38Q: 3 clusters Score -1.034516e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -10345277.000000 Penalty: 3702.095459
	Iteration 39Q: 3 clusters Score -1.034528e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -10345359.000000 Penalty: 3702.095459
	Iteration 40F: 3 clusters Score -1.034536e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -10345430.000000 Penalty: 3702.095459
	Iteration 41Q: 3 clusters Score -1.034543e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -10345519.000000 Penalty: 3702.095459
	Iteration 42Q: 3 clusters Score -1.034552e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -10345572.000000 Penalty: 3702.095459
	Iteration 43Q: 3 clusters Score -1.034557e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -10345613.000000 Penalty: 3702.095459
	Iteration 44Q: 3 clusters Score -1.034561e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82317 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -10345654.000000 Penalty: 3702.095459
	Iteration 45Q: 3 clusters Score -1.034565e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -10345658.000000 Penalty: 3702.095459
	Iteration 46Q: 3 clusters Score -1.034566e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -10345687.000000 Penalty: 3702.095459
	Iteration 47Q: 3 clusters Score -1.034569e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -10345711.000000 Penalty: 3702.095459
	Iteration 48Q: 3 clusters Score -1.034571e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -10345727.000000 Penalty: 3702.095459
	Iteration 49Q: 3 clusters Score -1.034573e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -10345758.000000 Penalty: 3702.095459
	Iteration 50Q: 3 clusters Score -1.034576e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83763 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -10345794.000000 Penalty: 3702.095459
	Iteration 51Q: 3 clusters Score -1.034579e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -10345820.000000 Penalty: 3702.095459
	Iteration 52Q: 3 clusters Score -1.034582e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -10345840.000000 Penalty: 3702.095459
	Iteration 53Q: 3 clusters Score -1.034584e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -10345917.000000 Penalty: 3702.095459
	Iteration 54Q: 3 clusters Score -1.034592e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -10345940.000000 Penalty: 3702.095459
	Iteration 55Q: 3 clusters Score -1.034594e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -10345962.000000 Penalty: 3702.095459
	Iteration 56Q: 3 clusters Score -1.034596e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -10345973.000000 Penalty: 3702.095459
	Iteration 57Q: 3 clusters Score -1.034597e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85149 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -10346011.000000 Penalty: 3702.095459
	Iteration 58Q: 3 clusters Score -1.034601e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -10346034.000000 Penalty: 3702.095459
	Iteration 59Q: 3 clusters Score -1.034603e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -10346063.000000 Penalty: 3702.095459
	Iteration 60F: 3 clusters Score -1.034606e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -10346045.000000 Penalty: 3702.095459
	Iteration 61Q: 3 clusters Score -1.034604e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10346044.000000 Penalty: 3702.095459
	Iteration 62Q: 3 clusters Score -1.034604e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10346057.000000 Penalty: 3702.095459
	Iteration 63Q: 3 clusters Score -1.034606e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -10346080.000000 Penalty: 3702.095459
	Iteration 64Q: 3 clusters Score -1.034608e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -10346074.000000 Penalty: 3702.095459
	Iteration 65Q: 3 clusters Score -1.034607e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85990 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -10346085.000000 Penalty: 3702.095459
	Iteration 66Q: 3 clusters Score -1.034608e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86076 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -10346111.000000 Penalty: 3702.095459
	Iteration 67Q: 3 clusters Score -1.034611e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -10346097.000000 Penalty: 3702.095459
	Iteration 68Q: 3 clusters Score -1.03461e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -10346078.000000 Penalty: 3702.095459
	Iteration 69Q: 3 clusters Score -1.034608e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -10346094.000000 Penalty: 3702.095459
	Iteration 70Q: 3 clusters Score -1.034609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -10346095.000000 Penalty: 3702.095459
	Iteration 71Q: 3 clusters Score -1.03461e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -10346097.000000 Penalty: 3702.095459
	Iteration 72Q: 3 clusters Score -1.03461e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86354 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -10346099.000000 Penalty: 3702.095459
	Iteration 73Q: 3 clusters Score -1.03461e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -10346095.000000 Penalty: 3702.095459
	Iteration 74Q: 3 clusters Score -1.03461e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -10346106.000000 Penalty: 3702.095459
	Iteration 75Q: 3 clusters Score -1.034611e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86457 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -10346103.000000 Penalty: 3702.095459
	Iteration 76Q: 3 clusters Score -1.03461e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -10346108.000000 Penalty: 3702.095459
	Iteration 77Q: 3 clusters Score -1.034611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -10346112.000000 Penalty: 3702.095459
	Iteration 78Q: 3 clusters Score -1.034611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -10346104.000000 Penalty: 3702.095459
	Iteration 79Q: 3 clusters Score -1.03461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -10346100.000000 Penalty: 3702.095459
	Iteration 80F: 3 clusters Score -1.03461e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10346090.000000 Penalty: 3702.095459
	Iteration 81Q: 3 clusters Score -1.034609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86615 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10346088.000000 Penalty: 3702.095459
	Iteration 82Q: 3 clusters Score -1.034609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10346094.000000 Penalty: 3702.095459
	Iteration 83Q: 3 clusters Score -1.034609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -10346097.000000 Penalty: 3702.095459
	Iteration 84Q: 3 clusters Score -1.03461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10346104.000000 Penalty: 3702.095459
	Iteration 85Q: 3 clusters Score -1.03461e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -10346111.000000 Penalty: 3702.095459
	Iteration 86Q: 3 clusters Score -1.034611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10346122.000000 Penalty: 3702.095459
	Iteration 87Q: 3 clusters Score -1.034612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10346115.000000 Penalty: 3702.095459
	Iteration 88Q: 3 clusters Score -1.034612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -10346110.000000 Penalty: 3702.095459
	Iteration 89Q: 3 clusters Score -1.034611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10346115.000000 Penalty: 3702.095459
	Iteration 90Q: 3 clusters Score -1.034612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10346124.000000 Penalty: 3702.095459
	Iteration 91Q: 3 clusters Score -1.034612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -10346125.000000 Penalty: 3702.095459
	Iteration 92Q: 3 clusters Score -1.034612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -10346123.000000 Penalty: 3702.095459
	Iteration 93Q: 3 clusters Score -1.034612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10346125.000000 Penalty: 3702.095459
	Iteration 94Q: 3 clusters Score -1.034612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -10346118.000000 Penalty: 3702.095459
	Iteration 95Q: 3 clusters Score -1.034612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -10346124.000000 Penalty: 3702.095459
	Iteration 96Q: 3 clusters Score -1.034612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86830 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10346124.000000 Penalty: 3702.095459
	Iteration 97Q: 3 clusters Score -1.034612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10346116.000000 Penalty: 3702.095459
	Iteration 98Q: 3 clusters Score -1.034612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86840 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10346119.000000 Penalty: 3702.095459
	Iteration 99Q: 3 clusters Score -1.034612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10346129.000000 Penalty: 3702.095459
	Iteration 100F: 3 clusters Score -1.034613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10346125.000000 Penalty: 3702.095459
	Iteration 101Q: 3 clusters Score -1.034612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -10346119.000000 Penalty: 3702.095459
	Iteration 102Q: 3 clusters Score -1.034612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -10346127.000000 Penalty: 3702.095459
	Iteration 103Q: 3 clusters Score -1.034613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -10346118.000000 Penalty: 3702.095459
	Iteration 104Q: 3 clusters Score -1.034612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -10346116.000000 Penalty: 3702.095459
	Iteration 105Q: 3 clusters Score -1.034612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10346110.000000 Penalty: 3702.095459
	Iteration 106Q: 3 clusters Score -1.034611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -10346117.000000 Penalty: 3702.095459
	Iteration 107Q: 3 clusters Score -1.034612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10346117.000000 Penalty: 3702.095459
	Iteration 108Q: 3 clusters Score -1.034612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -10346120.000000 Penalty: 3702.095459
	Iteration 109Q: 3 clusters Score -1.034612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86900 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -10346120.000000 Penalty: 3702.095459
	Iteration 110Q: 3 clusters Score -1.034612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -10346117.000000 Penalty: 3702.095459
	Iteration 111Q: 3 clusters Score -1.034612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10346120.000000 Penalty: 3702.095459
	Iteration 112Q: 3 clusters Score -1.034612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86904 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -10346118.000000 Penalty: 3702.095459
	Iteration 113Q: 3 clusters Score -1.034612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -10346120.000000 Penalty: 3702.095459
	Iteration 114Q: 3 clusters Score -1.034612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10346123.000000 Penalty: 3702.095459
	Iteration 115Q: 3 clusters Score -1.034612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -10346110.000000 Penalty: 3702.095459
	Iteration 116Q: 3 clusters Score -1.034611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -10346110.000000 Penalty: 3702.095459
	Iteration 117Q: 3 clusters Score -1.034611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -10346114.000000 Penalty: 3702.095459
	Iteration 118Q: 3 clusters Score -1.034611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -10346115.000000 Penalty: 3702.095459
	Iteration 119Q: 3 clusters Score -1.034612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -10346119.000000 Penalty: 3702.095459
	Iteration 120F: 3 clusters Score -1.034612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10346112.000000 Penalty: 3702.095459
	Iteration 121Q: 3 clusters Score -1.034611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86927 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -10346117.000000 Penalty: 3702.095459
	Iteration 122Q: 3 clusters Score -1.034612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -10346120.000000 Penalty: 3702.095459
	Iteration 123Q: 3 clusters Score -1.034612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10346116.000000 Penalty: 3702.095459
	Iteration 124Q: 3 clusters Score -1.034612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10346116.000000 Penalty: 3702.095459
	Iteration 125F: 3 clusters Score -1.034612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -286091.593750 Penalty: 1275.134399
	Iteration 0F: 2 clusters Score -286091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -283661.156250 Penalty: 2550.268799
	Iteration 0F: 3 clusters Score -283661.2 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -284172.437500 Penalty: 2550.268799
	Iteration 1F: 3 clusters Score -284172.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -284286.281250 Penalty: 2550.268799
	Iteration 2F: 3 clusters Score -284286.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -284347.531250 Penalty: 2550.268799
	Iteration 3Q: 3 clusters Score -284347.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -284389.000000 Penalty: 2550.268799
	Iteration 4Q: 3 clusters Score -284389 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -284421.031250 Penalty: 2550.268799
	Iteration 5Q: 3 clusters Score -284421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -284442.843750 Penalty: 2550.268799
	Iteration 6Q: 3 clusters Score -284442.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -284463.000000 Penalty: 2550.268799
	Iteration 7Q: 3 clusters Score -284463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -284480.468750 Penalty: 2550.268799
	Iteration 8Q: 3 clusters Score -284480.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -284498.625000 Penalty: 2550.268799
	Iteration 9Q: 3 clusters Score -284498.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -284520.906250 Penalty: 2550.268799
	Iteration 10Q: 3 clusters Score -284520.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -284545.593750 Penalty: 2550.268799
	Iteration 11Q: 3 clusters Score -284545.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -284567.000000 Penalty: 2550.268799
	Iteration 12Q: 3 clusters Score -284567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -284579.687500 Penalty: 2550.268799
	Iteration 13Q: 3 clusters Score -284579.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -284593.718750 Penalty: 2550.268799
	Iteration 14Q: 3 clusters Score -284593.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -284613.687500 Penalty: 2550.268799
	Iteration 15Q: 3 clusters Score -284613.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -284635.906250 Penalty: 2550.268799
	Iteration 16Q: 3 clusters Score -284635.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -284655.875000 Penalty: 2550.268799
	Iteration 17Q: 3 clusters Score -284655.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -284674.812500 Penalty: 2550.268799
	Iteration 18Q: 3 clusters Score -284674.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -284696.000000 Penalty: 2550.268799
	Iteration 19Q: 3 clusters Score -284696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -284715.750000 Penalty: 2550.268799
	Iteration 20F: 3 clusters Score -284715.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -284732.968750 Penalty: 2550.268799
	Iteration 21Q: 3 clusters Score -284733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -284747.312500 Penalty: 2550.268799
	Iteration 22Q: 3 clusters Score -284747.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -284759.531250 Penalty: 2550.268799
	Iteration 23Q: 3 clusters Score -284759.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -284769.531250 Penalty: 2550.268799
	Iteration 24Q: 3 clusters Score -284769.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -284779.000000 Penalty: 2550.268799
	Iteration 25Q: 3 clusters Score -284779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -284790.093750 Penalty: 2550.268799
	Iteration 26Q: 3 clusters Score -284790.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -284798.656250 Penalty: 2550.268799
	Iteration 27Q: 3 clusters Score -284798.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -284801.093750 Penalty: 2550.268799
	Iteration 28Q: 3 clusters Score -284801.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -284802.781250 Penalty: 2550.268799
	Iteration 29Q: 3 clusters Score -284802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -284804.031250 Penalty: 2550.268799
	Iteration 30Q: 3 clusters Score -284804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -284806.875000 Penalty: 2550.268799
	Iteration 31Q: 3 clusters Score -284806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -284809.468750 Penalty: 2550.268799
	Iteration 32Q: 3 clusters Score -284809.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -284813.031250 Penalty: 2550.268799
	Iteration 33Q: 3 clusters Score -284813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -284816.812500 Penalty: 2550.268799
	Iteration 34Q: 3 clusters Score -284816.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -284821.125000 Penalty: 2550.268799
	Iteration 35Q: 3 clusters Score -284821.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -284823.218750 Penalty: 2550.268799
	Iteration 36Q: 3 clusters Score -284823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -284824.687500 Penalty: 2550.268799
	Iteration 37Q: 3 clusters Score -284824.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -284827.000000 Penalty: 2550.268799
	Iteration 38Q: 3 clusters Score -284827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -284830.218750 Penalty: 2550.268799
	Iteration 39Q: 3 clusters Score -284830.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -284832.906250 Penalty: 2550.268799
	Iteration 40F: 3 clusters Score -284832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -284834.312500 Penalty: 2550.268799
	Iteration 41Q: 3 clusters Score -284834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -284835.468750 Penalty: 2550.268799
	Iteration 42Q: 3 clusters Score -284835.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -284838.406250 Penalty: 2550.268799
	Iteration 43Q: 3 clusters Score -284838.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -284842.187500 Penalty: 2550.268799
	Iteration 44Q: 3 clusters Score -284842.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -284844.468750 Penalty: 2550.268799
	Iteration 45Q: 3 clusters Score -284844.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -284846.000000 Penalty: 2550.268799
	Iteration 46Q: 3 clusters Score -284846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -284847.781250 Penalty: 2550.268799
	Iteration 47Q: 3 clusters Score -284847.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -284850.906250 Penalty: 2550.268799
	Iteration 48Q: 3 clusters Score -284850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -284853.843750 Penalty: 2550.268799
	Iteration 49Q: 3 clusters Score -284853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -284857.062500 Penalty: 2550.268799
	Iteration 50Q: 3 clusters Score -284857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -284861.437500 Penalty: 2550.268799
	Iteration 51Q: 3 clusters Score -284861.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -284863.375000 Penalty: 2550.268799
	Iteration 52Q: 3 clusters Score -284863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -284866.031250 Penalty: 2550.268799
	Iteration 53Q: 3 clusters Score -284866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -284872.625000 Penalty: 2550.268799
	Iteration 54Q: 3 clusters Score -284872.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -284880.437500 Penalty: 2550.268799
	Iteration 55Q: 3 clusters Score -284880.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -284885.125000 Penalty: 2550.268799
	Iteration 56Q: 3 clusters Score -284885.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -284890.031250 Penalty: 2550.268799
	Iteration 57Q: 3 clusters Score -284890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -284893.843750 Penalty: 2550.268799
	Iteration 58Q: 3 clusters Score -284893.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -284898.062500 Penalty: 2550.268799
	Iteration 59Q: 3 clusters Score -284898.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -284901.406250 Penalty: 2550.268799
	Iteration 60F: 3 clusters Score -284901.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -284903.375000 Penalty: 2550.268799
	Iteration 61Q: 3 clusters Score -284903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -284906.812500 Penalty: 2550.268799
	Iteration 62Q: 3 clusters Score -284906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -284909.937500 Penalty: 2550.268799
	Iteration 63Q: 3 clusters Score -284909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -284911.656250 Penalty: 2550.268799
	Iteration 64Q: 3 clusters Score -284911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -284914.187500 Penalty: 2550.268799
	Iteration 65Q: 3 clusters Score -284914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -284918.593750 Penalty: 2550.268799
	Iteration 66Q: 3 clusters Score -284918.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -284926.562500 Penalty: 2550.268799
	Iteration 67Q: 3 clusters Score -284926.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -284935.250000 Penalty: 2550.268799
	Iteration 68Q: 3 clusters Score -284935.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -284948.312500 Penalty: 2550.268799
	Iteration 69Q: 3 clusters Score -284948.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -284965.625000 Penalty: 2550.268799
	Iteration 70Q: 3 clusters Score -284965.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -284982.312500 Penalty: 2550.268799
	Iteration 71Q: 3 clusters Score -284982.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -284993.687500 Penalty: 2550.268799
	Iteration 72Q: 3 clusters Score -284993.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -285001.406250 Penalty: 2550.268799
	Iteration 73Q: 3 clusters Score -285001.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -285006.187500 Penalty: 2550.268799
	Iteration 74Q: 3 clusters Score -285006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -285007.875000 Penalty: 2550.268799
	Iteration 75Q: 3 clusters Score -285007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -285010.187500 Penalty: 2550.268799
	Iteration 76Q: 3 clusters Score -285010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -285016.562500 Penalty: 2550.268799
	Iteration 77Q: 3 clusters Score -285016.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -285024.156250 Penalty: 2550.268799
	Iteration 78Q: 3 clusters Score -285024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -285030.000000 Penalty: 2550.268799
	Iteration 79Q: 3 clusters Score -285030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -285033.937500 Penalty: 2550.268799
	Iteration 80F: 3 clusters Score -285033.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -285035.906250 Penalty: 2550.268799
	Iteration 81Q: 3 clusters Score -285035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -285037.281250 Penalty: 2550.268799
	Iteration 82Q: 3 clusters Score -285037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -285040.406250 Penalty: 2550.268799
	Iteration 83Q: 3 clusters Score -285040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -285043.906250 Penalty: 2550.268799
	Iteration 84Q: 3 clusters Score -285043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -285048.218750 Penalty: 2550.268799
	Iteration 85Q: 3 clusters Score -285048.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -285052.656250 Penalty: 2550.268799
	Iteration 86Q: 3 clusters Score -285052.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -285058.218750 Penalty: 2550.268799
	Iteration 87Q: 3 clusters Score -285058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -285060.812500 Penalty: 2550.268799
	Iteration 88Q: 3 clusters Score -285060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -285062.093750 Penalty: 2550.268799
	Iteration 89Q: 3 clusters Score -285062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -285066.062500 Penalty: 2550.268799
	Iteration 90Q: 3 clusters Score -285066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -285070.781250 Penalty: 2550.268799
	Iteration 91Q: 3 clusters Score -285070.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -285077.875000 Penalty: 2550.268799
	Iteration 92Q: 3 clusters Score -285077.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -285082.312500 Penalty: 2550.268799
	Iteration 93Q: 3 clusters Score -285082.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -285083.375000 Penalty: 2550.268799
	Iteration 94Q: 3 clusters Score -285083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -285083.875000 Penalty: 2550.268799
	Iteration 95Q: 3 clusters Score -285083.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -285083.875000 Penalty: 2550.268799
	Iteration 96F: 3 clusters Score -285083.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -418407.312500 Penalty: 1331.382568
	Iteration 0F: 2 clusters Score -418407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -415266.750000 Penalty: 2662.765137
	Iteration 0F: 3 clusters Score -415266.8 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -416064.062500 Penalty: 2662.765137
	Iteration 1F: 3 clusters Score -416064.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -416239.375000 Penalty: 2662.765137
	Iteration 2F: 3 clusters Score -416239.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -416349.281250 Penalty: 2662.765137
	Iteration 3F: 3 clusters Score -416349.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -416439.031250 Penalty: 2662.765137
	Iteration 4Q: 3 clusters Score -416439 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -416520.343750 Penalty: 2662.765137
	Iteration 5Q: 3 clusters Score -416520.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -416597.187500 Penalty: 2662.765137
	Iteration 6Q: 3 clusters Score -416597.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -416666.000000 Penalty: 2662.765137
	Iteration 7Q: 3 clusters Score -416666 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -416714.875000 Penalty: 2662.765137
	Iteration 8Q: 3 clusters Score -416714.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -416761.343750 Penalty: 2662.765137
	Iteration 9Q: 3 clusters Score -416761.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -416810.406250 Penalty: 2662.765137
	Iteration 10Q: 3 clusters Score -416810.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -416858.000000 Penalty: 2662.765137
	Iteration 11Q: 3 clusters Score -416858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -416909.187500 Penalty: 2662.765137
	Iteration 12Q: 3 clusters Score -416909.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -416966.156250 Penalty: 2662.765137
	Iteration 13Q: 3 clusters Score -416966.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -417034.781250 Penalty: 2662.765137
	Iteration 14Q: 3 clusters Score -417034.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -417102.468750 Penalty: 2662.765137
	Iteration 15Q: 3 clusters Score -417102.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -417175.718750 Penalty: 2662.765137
	Iteration 16Q: 3 clusters Score -417175.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -417248.500000 Penalty: 2662.765137
	Iteration 17Q: 3 clusters Score -417248.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -417293.062500 Penalty: 2662.765137
	Iteration 18Q: 3 clusters Score -417293.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -417343.750000 Penalty: 2662.765137
	Iteration 19Q: 3 clusters Score -417343.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -417385.218750 Penalty: 2662.765137
	Iteration 20F: 3 clusters Score -417385.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -417433.562500 Penalty: 2662.765137
	Iteration 21Q: 3 clusters Score -417433.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -417469.093750 Penalty: 2662.765137
	Iteration 22Q: 3 clusters Score -417469.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -417496.906250 Penalty: 2662.765137
	Iteration 23Q: 3 clusters Score -417496.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -417512.500000 Penalty: 2662.765137
	Iteration 24Q: 3 clusters Score -417512.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -417529.875000 Penalty: 2662.765137
	Iteration 25Q: 3 clusters Score -417529.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -417540.406250 Penalty: 2662.765137
	Iteration 26Q: 3 clusters Score -417540.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -417548.687500 Penalty: 2662.765137
	Iteration 27Q: 3 clusters Score -417548.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -417559.250000 Penalty: 2662.765137
	Iteration 28Q: 3 clusters Score -417559.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -417569.531250 Penalty: 2662.765137
	Iteration 29Q: 3 clusters Score -417569.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -417574.531250 Penalty: 2662.765137
	Iteration 30Q: 3 clusters Score -417574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -417579.031250 Penalty: 2662.765137
	Iteration 31Q: 3 clusters Score -417579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -417579.187500 Penalty: 2662.765137
	Iteration 32Q: 3 clusters Score -417579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -417579.187500 Penalty: 2662.765137
	Iteration 33F: 3 clusters Score -417579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132351 members 
Entering Unmasked Estep 
Score: -15219273.000000 Penalty: 1916.397095
	Iteration 0F: 2 clusters Score -1.521927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -15135646.000000 Penalty: 3832.794189
	Iteration 0F: 3 clusters Score -1.513565e+07 nChanged 63992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -15172806.000000 Penalty: 3832.794189
	Iteration 1F: 3 clusters Score -1.517281e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -15173471.000000 Penalty: 3832.794189
	Iteration 2Q: 3 clusters Score -1.517347e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -15174134.000000 Penalty: 3832.794189
	Iteration 3Q: 3 clusters Score -1.517413e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -15174902.000000 Penalty: 3832.794189
	Iteration 4Q: 3 clusters Score -1.51749e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -15175857.000000 Penalty: 3832.794189
	Iteration 5Q: 3 clusters Score -1.517586e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -15177182.000000 Penalty: 3832.794189
	Iteration 6Q: 3 clusters Score -1.517718e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -15178953.000000 Penalty: 3832.794189
	Iteration 7Q: 3 clusters Score -1.517895e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -15181809.000000 Penalty: 3832.794189
	Iteration 8Q: 3 clusters Score -1.518181e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -15186090.000000 Penalty: 3832.794189
	Iteration 9F: 3 clusters Score -1.518609e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -15191634.000000 Penalty: 3832.794189
	Iteration 10F: 3 clusters Score -1.519163e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89476 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -15197448.000000 Penalty: 3832.794189
	Iteration 11F: 3 clusters Score -1.519745e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -15201499.000000 Penalty: 3832.794189
	Iteration 12F: 3 clusters Score -1.52015e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98306 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -15203853.000000 Penalty: 3832.794189
	Iteration 13Q: 3 clusters Score -1.520385e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -15205708.000000 Penalty: 3832.794189
	Iteration 14Q: 3 clusters Score -1.520571e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106375 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -15207441.000000 Penalty: 3832.794189
	Iteration 15Q: 3 clusters Score -1.520744e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110398 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -15209171.000000 Penalty: 3832.794189
	Iteration 16Q: 3 clusters Score -1.520917e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114251 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -15210628.000000 Penalty: 3832.794189
	Iteration 17Q: 3 clusters Score -1.521063e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -15212128.000000 Penalty: 3832.794189
	Iteration 18Q: 3 clusters Score -1.521213e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120552 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -15213204.000000 Penalty: 3832.794189
	Iteration 19Q: 3 clusters Score -1.52132e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122879 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -15214037.000000 Penalty: 3832.794189
	Iteration 20F: 3 clusters Score -1.521404e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124668 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -15214730.000000 Penalty: 3832.794189
	Iteration 21Q: 3 clusters Score -1.521473e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126083 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -15215273.000000 Penalty: 3832.794189
	Iteration 22Q: 3 clusters Score -1.521527e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127172 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -15215687.000000 Penalty: 3832.794189
	Iteration 23Q: 3 clusters Score -1.521569e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128014 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -15216050.000000 Penalty: 3832.794189
	Iteration 24Q: 3 clusters Score -1.521605e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128668 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -15216375.000000 Penalty: 3832.794189
	Iteration 25Q: 3 clusters Score -1.521638e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129197 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -15216633.000000 Penalty: 3832.794189
	Iteration 26Q: 3 clusters Score -1.521663e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129600 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -15216836.000000 Penalty: 3832.794189
	Iteration 27Q: 3 clusters Score -1.521684e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129895 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -15216985.000000 Penalty: 3832.794189
	Iteration 28Q: 3 clusters Score -1.521698e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130126 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -15217079.000000 Penalty: 3832.794189
	Iteration 29Q: 3 clusters Score -1.521708e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130309 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -15217129.000000 Penalty: 3832.794189
	Iteration 30Q: 3 clusters Score -1.521713e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130445 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -15217203.000000 Penalty: 3832.794189
	Iteration 31Q: 3 clusters Score -1.52172e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130560 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -15217282.000000 Penalty: 3832.794189
	Iteration 32Q: 3 clusters Score -1.521728e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130653 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -15217362.000000 Penalty: 3832.794189
	Iteration 33Q: 3 clusters Score -1.521736e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130728 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -15217358.000000 Penalty: 3832.794189
	Iteration 34Q: 3 clusters Score -1.521736e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130790 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -15217394.000000 Penalty: 3832.794189
	Iteration 35Q: 3 clusters Score -1.521739e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130840 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15217427.000000 Penalty: 3832.794189
	Iteration 36Q: 3 clusters Score -1.521743e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130884 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -15217416.000000 Penalty: 3832.794189
	Iteration 37Q: 3 clusters Score -1.521742e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130918 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -15217427.000000 Penalty: 3832.794189
	Iteration 38Q: 3 clusters Score -1.521743e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130942 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -15217416.000000 Penalty: 3832.794189
	Iteration 39Q: 3 clusters Score -1.521742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130956 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -15217429.000000 Penalty: 3832.794189
	Iteration 40F: 3 clusters Score -1.521743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130966 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -15217446.000000 Penalty: 3832.794189
	Iteration 41Q: 3 clusters Score -1.521745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130974 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -15217433.000000 Penalty: 3832.794189
	Iteration 42Q: 3 clusters Score -1.521743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130986 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15217447.000000 Penalty: 3832.794189
	Iteration 43Q: 3 clusters Score -1.521745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131000 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -15217448.000000 Penalty: 3832.794189
	Iteration 44Q: 3 clusters Score -1.521745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131012 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -15217435.000000 Penalty: 3832.794189
	Iteration 45Q: 3 clusters Score -1.521744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131012 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -15217441.000000 Penalty: 3832.794189
	Iteration 46Q: 3 clusters Score -1.521744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131016 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -15217452.000000 Penalty: 3832.794189
	Iteration 47Q: 3 clusters Score -1.521745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131020 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -15217469.000000 Penalty: 3832.794189
	Iteration 48Q: 3 clusters Score -1.521747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -15217467.000000 Penalty: 3832.794189
	Iteration 49Q: 3 clusters Score -1.521747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -15217467.000000 Penalty: 3832.794189
	Iteration 50F: 3 clusters Score -1.521747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -14269.647461 Penalty: 856.026917
	Iteration 0F: 2 clusters Score -14269.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13684.519531 Penalty: 1712.053833
	Iteration 0F: 3 clusters Score -13684.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13894.267578 Penalty: 1712.053833
	Iteration 1F: 3 clusters Score -13894.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13946.294922 Penalty: 1712.053833
	Iteration 2F: 3 clusters Score -13946.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14016.400391 Penalty: 1712.053833
	Iteration 3Q: 3 clusters Score -14016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14036.186523 Penalty: 1712.053833
	Iteration 4Q: 3 clusters Score -14036.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14055.702148 Penalty: 1712.053833
	Iteration 5Q: 3 clusters Score -14055.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14084.787109 Penalty: 1712.053833
	Iteration 6Q: 3 clusters Score -14084.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14101.954102 Penalty: 1712.053833
	Iteration 7Q: 3 clusters Score -14101.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14106.591797 Penalty: 1712.053833
	Iteration 8Q: 3 clusters Score -14106.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14106.741211 Penalty: 1712.053833
	Iteration 9F: 3 clusters Score -14106.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14108.724609 Penalty: 1712.053833
	Iteration 10Q: 3 clusters Score -14108.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14133.646484 Penalty: 1712.053833
	Iteration 11Q: 3 clusters Score -14133.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14141.695312 Penalty: 1712.053833
	Iteration 12Q: 3 clusters Score -14141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14145.454102 Penalty: 1712.053833
	Iteration 13Q: 3 clusters Score -14145.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14182.876953 Penalty: 1712.053833
	Iteration 14Q: 3 clusters Score -14182.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14192.564453 Penalty: 1712.053833
	Iteration 15Q: 3 clusters Score -14192.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14192.564453 Penalty: 1712.053833
	Iteration 16F: 3 clusters Score -14192.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Entering Unmasked Estep 
Score: -7060021.500000 Penalty: 1789.500977
	Iteration 0F: 2 clusters Score -7060022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -7019237.000000 Penalty: 3579.001953
	Iteration 0F: 3 clusters Score -7019237 nChanged 28812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -7036001.500000 Penalty: 3579.001953
	Iteration 1F: 3 clusters Score -7036002 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -7036532.000000 Penalty: 3579.001953
	Iteration 2Q: 3 clusters Score -7036532 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -7037095.500000 Penalty: 3579.001953
	Iteration 3Q: 3 clusters Score -7037096 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -7037710.500000 Penalty: 3579.001953
	Iteration 4Q: 3 clusters Score -7037710 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -7038709.000000 Penalty: 3579.001953
	Iteration 5Q: 3 clusters Score -7038709 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -7040205.500000 Penalty: 3579.001953
	Iteration 6Q: 3 clusters Score -7040206 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -7042503.500000 Penalty: 3579.001953
	Iteration 7F: 3 clusters Score -7042504 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -7045803.500000 Penalty: 3579.001953
	Iteration 8F: 3 clusters Score -7045804 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -7049697.000000 Penalty: 3579.001953
	Iteration 9F: 3 clusters Score -7049697 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -7053380.500000 Penalty: 3579.001953
	Iteration 10F: 3 clusters Score -7053380 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7056120.500000 Penalty: 3579.001953
	Iteration 11Q: 3 clusters Score -7056120 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7057546.500000 Penalty: 3579.001953
	Iteration 12Q: 3 clusters Score -7057546 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59954 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7058115.500000 Penalty: 3579.001953
	Iteration 13Q: 3 clusters Score -7058116 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7058329.000000 Penalty: 3579.001953
	Iteration 14Q: 3 clusters Score -7058329 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7058424.000000 Penalty: 3579.001953
	Iteration 15Q: 3 clusters Score -7058424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7058490.500000 Penalty: 3579.001953
	Iteration 16Q: 3 clusters Score -7058490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7058522.500000 Penalty: 3579.001953
	Iteration 17Q: 3 clusters Score -7058522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7058550.000000 Penalty: 3579.001953
	Iteration 18Q: 3 clusters Score -7058550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7058566.000000 Penalty: 3579.001953
	Iteration 19Q: 3 clusters Score -7058566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7058573.500000 Penalty: 3579.001953
	Iteration 20F: 3 clusters Score -7058574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7058574.500000 Penalty: 3579.001953
	Iteration 21Q: 3 clusters Score -7058574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7058574.500000 Penalty: 3579.001953
	Iteration 22Q: 3 clusters Score -7058574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7058587.000000 Penalty: 3579.001953
	Iteration 23Q: 3 clusters Score -7058587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7058594.000000 Penalty: 3579.001953
	Iteration 24Q: 3 clusters Score -7058594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7058594.000000 Penalty: 3579.001953
	Iteration 25Q: 3 clusters Score -7058594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7058598.000000 Penalty: 3579.001953
	Iteration 26Q: 3 clusters Score -7058598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7058602.000000 Penalty: 3579.001953
	Iteration 27Q: 3 clusters Score -7058602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7058602.000000 Penalty: 3579.001953
	Iteration 28F: 3 clusters Score -7058602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Entering Unmasked Estep 
Score: -1603348.875000 Penalty: 1548.794922
	Iteration 0F: 2 clusters Score -1603349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1593873.000000 Penalty: 3097.589844
	Iteration 0F: 3 clusters Score -1593873 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1597387.500000 Penalty: 3097.589844
	Iteration 1F: 3 clusters Score -1597388 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1597821.625000 Penalty: 3097.589844
	Iteration 2F: 3 clusters Score -1597822 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1598184.500000 Penalty: 3097.589844
	Iteration 3F: 3 clusters Score -1598184 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1598529.500000 Penalty: 3097.589844
	Iteration 4F: 3 clusters Score -1598530 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1598888.000000 Penalty: 3097.589844
	Iteration 5Q: 3 clusters Score -1598888 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1599291.625000 Penalty: 3097.589844
	Iteration 6F: 3 clusters Score -1599292 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1599690.750000 Penalty: 3097.589844
	Iteration 7F: 3 clusters Score -1599691 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1600110.875000 Penalty: 3097.589844
	Iteration 8Q: 3 clusters Score -1600111 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1600478.500000 Penalty: 3097.589844
	Iteration 9Q: 3 clusters Score -1600478 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1600785.250000 Penalty: 3097.589844
	Iteration 10Q: 3 clusters Score -1600785 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1601011.000000 Penalty: 3097.589844
	Iteration 11Q: 3 clusters Score -1601011 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1601192.000000 Penalty: 3097.589844
	Iteration 12Q: 3 clusters Score -1601192 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1601319.875000 Penalty: 3097.589844
	Iteration 13Q: 3 clusters Score -1601320 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1601402.875000 Penalty: 3097.589844
	Iteration 14Q: 3 clusters Score -1601403 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1601475.875000 Penalty: 3097.589844
	Iteration 15Q: 3 clusters Score -1601476 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1601532.500000 Penalty: 3097.589844
	Iteration 16Q: 3 clusters Score -1601532 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1601597.375000 Penalty: 3097.589844
	Iteration 17Q: 3 clusters Score -1601597 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1601671.375000 Penalty: 3097.589844
	Iteration 18Q: 3 clusters Score -1601671 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1601734.875000 Penalty: 3097.589844
	Iteration 19Q: 3 clusters Score -1601735 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1601777.000000 Penalty: 3097.589844
	Iteration 20F: 3 clusters Score -1601777 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1601819.375000 Penalty: 3097.589844
	Iteration 21Q: 3 clusters Score -1601819 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1601853.375000 Penalty: 3097.589844
	Iteration 22Q: 3 clusters Score -1601853 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1601884.375000 Penalty: 3097.589844
	Iteration 23Q: 3 clusters Score -1601884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1601920.750000 Penalty: 3097.589844
	Iteration 24Q: 3 clusters Score -1601921 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1601957.250000 Penalty: 3097.589844
	Iteration 25Q: 3 clusters Score -1601957 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1601992.250000 Penalty: 3097.589844
	Iteration 26Q: 3 clusters Score -1601992 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1602031.750000 Penalty: 3097.589844
	Iteration 27Q: 3 clusters Score -1602032 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1602071.000000 Penalty: 3097.589844
	Iteration 28Q: 3 clusters Score -1602071 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1602116.125000 Penalty: 3097.589844
	Iteration 29Q: 3 clusters Score -1602116 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1602153.500000 Penalty: 3097.589844
	Iteration 30Q: 3 clusters Score -1602154 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1602182.500000 Penalty: 3097.589844
	Iteration 31Q: 3 clusters Score -1602182 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1602220.500000 Penalty: 3097.589844
	Iteration 32Q: 3 clusters Score -1602220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1602252.875000 Penalty: 3097.589844
	Iteration 33Q: 3 clusters Score -1602253 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1602286.625000 Penalty: 3097.589844
	Iteration 34Q: 3 clusters Score -1602287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1602312.125000 Penalty: 3097.589844
	Iteration 35Q: 3 clusters Score -1602312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1602331.875000 Penalty: 3097.589844
	Iteration 36Q: 3 clusters Score -1602332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1602353.250000 Penalty: 3097.589844
	Iteration 37Q: 3 clusters Score -1602353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1602361.625000 Penalty: 3097.589844
	Iteration 38Q: 3 clusters Score -1602362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1602381.875000 Penalty: 3097.589844
	Iteration 39Q: 3 clusters Score -1602382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1602400.375000 Penalty: 3097.589844
	Iteration 40F: 3 clusters Score -1602400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1602422.125000 Penalty: 3097.589844
	Iteration 41Q: 3 clusters Score -1602422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1602428.000000 Penalty: 3097.589844
	Iteration 42Q: 3 clusters Score -1602428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1602447.125000 Penalty: 3097.589844
	Iteration 43Q: 3 clusters Score -1602447 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1602466.375000 Penalty: 3097.589844
	Iteration 44Q: 3 clusters Score -1602466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1602484.750000 Penalty: 3097.589844
	Iteration 45Q: 3 clusters Score -1602485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1602499.375000 Penalty: 3097.589844
	Iteration 46Q: 3 clusters Score -1602499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1602511.125000 Penalty: 3097.589844
	Iteration 47Q: 3 clusters Score -1602511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1602522.375000 Penalty: 3097.589844
	Iteration 48Q: 3 clusters Score -1602522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1602534.875000 Penalty: 3097.589844
	Iteration 49Q: 3 clusters Score -1602535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1602548.000000 Penalty: 3097.589844
	Iteration 50Q: 3 clusters Score -1602548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1602567.000000 Penalty: 3097.589844
	Iteration 51Q: 3 clusters Score -1602567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1602578.625000 Penalty: 3097.589844
	Iteration 52Q: 3 clusters Score -1602579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1602591.625000 Penalty: 3097.589844
	Iteration 53Q: 3 clusters Score -1602592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1602604.625000 Penalty: 3097.589844
	Iteration 54Q: 3 clusters Score -1602605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1602612.250000 Penalty: 3097.589844
	Iteration 55Q: 3 clusters Score -1602612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1602611.500000 Penalty: 3097.589844
	Iteration 56Q: 3 clusters Score -1602612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1602621.500000 Penalty: 3097.589844
	Iteration 57Q: 3 clusters Score -1602622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1602631.000000 Penalty: 3097.589844
	Iteration 58Q: 3 clusters Score -1602631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1602635.250000 Penalty: 3097.589844
	Iteration 59Q: 3 clusters Score -1602635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1602638.875000 Penalty: 3097.589844
	Iteration 60F: 3 clusters Score -1602639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1602641.375000 Penalty: 3097.589844
	Iteration 61Q: 3 clusters Score -1602641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1602647.250000 Penalty: 3097.589844
	Iteration 62Q: 3 clusters Score -1602647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1602651.875000 Penalty: 3097.589844
	Iteration 63Q: 3 clusters Score -1602652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1602655.125000 Penalty: 3097.589844
	Iteration 64Q: 3 clusters Score -1602655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1602662.125000 Penalty: 3097.589844
	Iteration 65Q: 3 clusters Score -1602662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1602663.125000 Penalty: 3097.589844
	Iteration 66Q: 3 clusters Score -1602663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1602664.250000 Penalty: 3097.589844
	Iteration 67Q: 3 clusters Score -1602664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1602665.375000 Penalty: 3097.589844
	Iteration 68Q: 3 clusters Score -1602665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1602666.375000 Penalty: 3097.589844
	Iteration 69Q: 3 clusters Score -1602666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1602666.000000 Penalty: 3097.589844
	Iteration 70Q: 3 clusters Score -1602666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1602665.875000 Penalty: 3097.589844
	Iteration 71Q: 3 clusters Score -1602666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1602668.000000 Penalty: 3097.589844
	Iteration 72Q: 3 clusters Score -1602668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1602668.250000 Penalty: 3097.589844
	Iteration 73Q: 3 clusters Score -1602668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1602668.250000 Penalty: 3097.589844
	Iteration 74F: 3 clusters Score -1602668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Entering Unmasked Estep 
Score: -3240241.500000 Penalty: 1669.521973
	Iteration 0F: 2 clusters Score -3240242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3220743.250000 Penalty: 3339.043945
	Iteration 0F: 3 clusters Score -3220743 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3228320.250000 Penalty: 3339.043945
	Iteration 1F: 3 clusters Score -3228320 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3228990.250000 Penalty: 3339.043945
	Iteration 2Q: 3 clusters Score -3228990 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3229912.250000 Penalty: 3339.043945
	Iteration 3F: 3 clusters Score -3229912 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3231110.000000 Penalty: 3339.043945
	Iteration 4F: 3 clusters Score -3231110 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3232400.000000 Penalty: 3339.043945
	Iteration 5F: 3 clusters Score -3232400 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3233665.250000 Penalty: 3339.043945
	Iteration 6F: 3 clusters Score -3233665 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3234634.250000 Penalty: 3339.043945
	Iteration 7F: 3 clusters Score -3234634 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3235294.000000 Penalty: 3339.043945
	Iteration 8Q: 3 clusters Score -3235294 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3235708.750000 Penalty: 3339.043945
	Iteration 9Q: 3 clusters Score -3235709 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3236018.750000 Penalty: 3339.043945
	Iteration 10Q: 3 clusters Score -3236019 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3236274.250000 Penalty: 3339.043945
	Iteration 11Q: 3 clusters Score -3236274 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3236593.000000 Penalty: 3339.043945
	Iteration 12Q: 3 clusters Score -3236593 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3237093.750000 Penalty: 3339.043945
	Iteration 13Q: 3 clusters Score -3237094 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3237588.250000 Penalty: 3339.043945
	Iteration 14Q: 3 clusters Score -3237588 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3237882.750000 Penalty: 3339.043945
	Iteration 15Q: 3 clusters Score -3237883 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3238084.250000 Penalty: 3339.043945
	Iteration 16Q: 3 clusters Score -3238084 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3238213.250000 Penalty: 3339.043945
	Iteration 17Q: 3 clusters Score -3238213 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3238330.250000 Penalty: 3339.043945
	Iteration 18Q: 3 clusters Score -3238330 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3238406.500000 Penalty: 3339.043945
	Iteration 19Q: 3 clusters Score -3238406 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3238484.750000 Penalty: 3339.043945
	Iteration 20F: 3 clusters Score -3238485 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3238545.750000 Penalty: 3339.043945
	Iteration 21Q: 3 clusters Score -3238546 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3238592.750000 Penalty: 3339.043945
	Iteration 22Q: 3 clusters Score -3238593 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3238635.250000 Penalty: 3339.043945
	Iteration 23Q: 3 clusters Score -3238635 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3238674.750000 Penalty: 3339.043945
	Iteration 24Q: 3 clusters Score -3238675 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3238709.500000 Penalty: 3339.043945
	Iteration 25Q: 3 clusters Score -3238710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3238718.500000 Penalty: 3339.043945
	Iteration 26Q: 3 clusters Score -3238718 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3238756.000000 Penalty: 3339.043945
	Iteration 27Q: 3 clusters Score -3238756 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3238779.250000 Penalty: 3339.043945
	Iteration 28Q: 3 clusters Score -3238779 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -3238810.000000 Penalty: 3339.043945
	Iteration 29Q: 3 clusters Score -3238810 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3238819.500000 Penalty: 3339.043945
	Iteration 30Q: 3 clusters Score -3238820 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3238836.000000 Penalty: 3339.043945
	Iteration 31Q: 3 clusters Score -3238836 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3238865.250000 Penalty: 3339.043945
	Iteration 32Q: 3 clusters Score -3238865 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3238882.500000 Penalty: 3339.043945
	Iteration 33Q: 3 clusters Score -3238882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3238901.750000 Penalty: 3339.043945
	Iteration 34Q: 3 clusters Score -3238902 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3238914.500000 Penalty: 3339.043945
	Iteration 35Q: 3 clusters Score -3238914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3238933.000000 Penalty: 3339.043945
	Iteration 36Q: 3 clusters Score -3238933 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3238950.750000 Penalty: 3339.043945
	Iteration 37Q: 3 clusters Score -3238951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3238957.750000 Penalty: 3339.043945
	Iteration 38Q: 3 clusters Score -3238958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3238963.000000 Penalty: 3339.043945
	Iteration 39Q: 3 clusters Score -3238963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3238976.000000 Penalty: 3339.043945
	Iteration 40F: 3 clusters Score -3238976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -3238992.750000 Penalty: 3339.043945
	Iteration 41Q: 3 clusters Score -3238993 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3238996.000000 Penalty: 3339.043945
	Iteration 42Q: 3 clusters Score -3238996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3239007.000000 Penalty: 3339.043945
	Iteration 43Q: 3 clusters Score -3239007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3239013.250000 Penalty: 3339.043945
	Iteration 44Q: 3 clusters Score -3239013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3239021.750000 Penalty: 3339.043945
	Iteration 45Q: 3 clusters Score -3239022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3239022.250000 Penalty: 3339.043945
	Iteration 46Q: 3 clusters Score -3239022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3239027.250000 Penalty: 3339.043945
	Iteration 47Q: 3 clusters Score -3239027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3239033.500000 Penalty: 3339.043945
	Iteration 48Q: 3 clusters Score -3239034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3239027.750000 Penalty: 3339.043945
	Iteration 49Q: 3 clusters Score -3239028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3239037.250000 Penalty: 3339.043945
	Iteration 50Q: 3 clusters Score -3239037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3239046.250000 Penalty: 3339.043945
	Iteration 51Q: 3 clusters Score -3239046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3239050.500000 Penalty: 3339.043945
	Iteration 52Q: 3 clusters Score -3239050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3239060.000000 Penalty: 3339.043945
	Iteration 53Q: 3 clusters Score -3239060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3239064.750000 Penalty: 3339.043945
	Iteration 54Q: 3 clusters Score -3239065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3239067.500000 Penalty: 3339.043945
	Iteration 55Q: 3 clusters Score -3239068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3239069.250000 Penalty: 3339.043945
	Iteration 56Q: 3 clusters Score -3239069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3239080.500000 Penalty: 3339.043945
	Iteration 57Q: 3 clusters Score -3239080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3239087.000000 Penalty: 3339.043945
	Iteration 58Q: 3 clusters Score -3239087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3239080.250000 Penalty: 3339.043945
	Iteration 59Q: 3 clusters Score -3239080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3239085.750000 Penalty: 3339.043945
	Iteration 60F: 3 clusters Score -3239086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3239082.500000 Penalty: 3339.043945
	Iteration 61Q: 3 clusters Score -3239082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3239083.000000 Penalty: 3339.043945
	Iteration 62Q: 3 clusters Score -3239083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3239078.250000 Penalty: 3339.043945
	Iteration 63Q: 3 clusters Score -3239078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3239081.750000 Penalty: 3339.043945
	Iteration 64Q: 3 clusters Score -3239082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3239082.250000 Penalty: 3339.043945
	Iteration 65Q: 3 clusters Score -3239082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3239081.250000 Penalty: 3339.043945
	Iteration 66Q: 3 clusters Score -3239081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3239084.750000 Penalty: 3339.043945
	Iteration 67Q: 3 clusters Score -3239085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3239081.750000 Penalty: 3339.043945
	Iteration 68Q: 3 clusters Score -3239082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3239081.500000 Penalty: 3339.043945
	Iteration 69Q: 3 clusters Score -3239082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3239085.750000 Penalty: 3339.043945
	Iteration 70Q: 3 clusters Score -3239086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3239085.500000 Penalty: 3339.043945
	Iteration 71Q: 3 clusters Score -3239086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3239086.500000 Penalty: 3339.043945
	Iteration 72Q: 3 clusters Score -3239086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3239089.000000 Penalty: 3339.043945
	Iteration 73Q: 3 clusters Score -3239089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3239091.250000 Penalty: 3339.043945
	Iteration 74Q: 3 clusters Score -3239091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3239091.500000 Penalty: 3339.043945
	Iteration 75Q: 3 clusters Score -3239092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3239089.250000 Penalty: 3339.043945
	Iteration 76Q: 3 clusters Score -3239089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3239094.750000 Penalty: 3339.043945
	Iteration 77Q: 3 clusters Score -3239095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3239093.250000 Penalty: 3339.043945
	Iteration 78Q: 3 clusters Score -3239093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3239092.250000 Penalty: 3339.043945
	Iteration 79Q: 3 clusters Score -3239092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3239094.250000 Penalty: 3339.043945
	Iteration 80F: 3 clusters Score -3239094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3239087.750000 Penalty: 3339.043945
	Iteration 81Q: 3 clusters Score -3239088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3239091.750000 Penalty: 3339.043945
	Iteration 82Q: 3 clusters Score -3239092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3239091.500000 Penalty: 3339.043945
	Iteration 83Q: 3 clusters Score -3239092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3239092.750000 Penalty: 3339.043945
	Iteration 84Q: 3 clusters Score -3239093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3239096.250000 Penalty: 3339.043945
	Iteration 85Q: 3 clusters Score -3239096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3239092.000000 Penalty: 3339.043945
	Iteration 86Q: 3 clusters Score -3239092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3239092.250000 Penalty: 3339.043945
	Iteration 87Q: 3 clusters Score -3239092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3239099.000000 Penalty: 3339.043945
	Iteration 88Q: 3 clusters Score -3239099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3239098.250000 Penalty: 3339.043945
	Iteration 89Q: 3 clusters Score -3239098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3239096.750000 Penalty: 3339.043945
	Iteration 90Q: 3 clusters Score -3239097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3239094.000000 Penalty: 3339.043945
	Iteration 91Q: 3 clusters Score -3239094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3239102.000000 Penalty: 3339.043945
	Iteration 92Q: 3 clusters Score -3239102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3239100.750000 Penalty: 3339.043945
	Iteration 93Q: 3 clusters Score -3239101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3239105.750000 Penalty: 3339.043945
	Iteration 94Q: 3 clusters Score -3239106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3239106.000000 Penalty: 3339.043945
	Iteration 95Q: 3 clusters Score -3239106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3239100.250000 Penalty: 3339.043945
	Iteration 96Q: 3 clusters Score -3239100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3239104.000000 Penalty: 3339.043945
	Iteration 97Q: 3 clusters Score -3239104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3239104.500000 Penalty: 3339.043945
	Iteration 98Q: 3 clusters Score -3239104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3239100.750000 Penalty: 3339.043945
	Iteration 99Q: 3 clusters Score -3239101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3239100.750000 Penalty: 3339.043945
	Iteration 100F: 3 clusters Score -3239101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (95894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Entering Unmasked Estep 
Score: -11240463.000000 Penalty: 1864.037354
	Iteration 0F: 2 clusters Score -1.124046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -11178267.000000 Penalty: 3728.074707
	Iteration 0F: 3 clusters Score -1.117827e+07 nChanged 45802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -11205027.000000 Penalty: 3728.074707
	Iteration 1F: 3 clusters Score -1.120503e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -11206063.000000 Penalty: 3728.074707
	Iteration 2Q: 3 clusters Score -1.120606e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -11207450.000000 Penalty: 3728.074707
	Iteration 3Q: 3 clusters Score -1.120745e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -11209501.000000 Penalty: 3728.074707
	Iteration 4Q: 3 clusters Score -1.12095e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -11212729.000000 Penalty: 3728.074707
	Iteration 5F: 3 clusters Score -1.121273e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -11217228.000000 Penalty: 3728.074707
	Iteration 6F: 3 clusters Score -1.121723e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -11223062.000000 Penalty: 3728.074707
	Iteration 7F: 3 clusters Score -1.122306e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -11228895.000000 Penalty: 3728.074707
	Iteration 8F: 3 clusters Score -1.12289e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -11233436.000000 Penalty: 3728.074707
	Iteration 9F: 3 clusters Score -1.123344e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -11236203.000000 Penalty: 3728.074707
	Iteration 10Q: 3 clusters Score -1.12362e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11237637.000000 Penalty: 3728.074707
	Iteration 11Q: 3 clusters Score -1.123764e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11238284.000000 Penalty: 3728.074707
	Iteration 12Q: 3 clusters Score -1.123828e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11238554.000000 Penalty: 3728.074707
	Iteration 13Q: 3 clusters Score -1.123855e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95550 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -11238673.000000 Penalty: 3728.074707
	Iteration 14Q: 3 clusters Score -1.123867e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -11238722.000000 Penalty: 3728.074707
	Iteration 15Q: 3 clusters Score -1.123872e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11238758.000000 Penalty: 3728.074707
	Iteration 16Q: 3 clusters Score -1.123876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11238792.000000 Penalty: 3728.074707
	Iteration 17Q: 3 clusters Score -1.123879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11238802.000000 Penalty: 3728.074707
	Iteration 18Q: 3 clusters Score -1.12388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11238812.000000 Penalty: 3728.074707
	Iteration 19Q: 3 clusters Score -1.123881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11238834.000000 Penalty: 3728.074707
	Iteration 20F: 3 clusters Score -1.123883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11238836.000000 Penalty: 3728.074707
	Iteration 21Q: 3 clusters Score -1.123884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95664 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11238851.000000 Penalty: 3728.074707
	Iteration 22Q: 3 clusters Score -1.123885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11238859.000000 Penalty: 3728.074707
	Iteration 23Q: 3 clusters Score -1.123886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11238858.000000 Penalty: 3728.074707
	Iteration 24Q: 3 clusters Score -1.123886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11238856.000000 Penalty: 3728.074707
	Iteration 25Q: 3 clusters Score -1.123886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95670 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11238857.000000 Penalty: 3728.074707
	Iteration 26Q: 3 clusters Score -1.123886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95670 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11238857.000000 Penalty: 3728.074707
	Iteration 27F: 3 clusters Score -1.123886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -41112.144531 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -41112.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40148.074219 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -40148.07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40315.035156 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -40315.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40357.160156 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -40357.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40366.671875 Penalty: 1952.864380
	Iteration 3Q: 3 clusters Score -40366.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40370.839844 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -40370.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40381.195312 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -40381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40384.292969 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -40384.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40384.292969 Penalty: 1952.864380
	Iteration 7F: 3 clusters Score -40384.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -213004.593750 Penalty: 1231.448608
	Iteration 0F: 2 clusters Score -213004.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -210990.765625 Penalty: 2462.897217
	Iteration 0F: 3 clusters Score -210990.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -211437.656250 Penalty: 2462.897217
	Iteration 1F: 3 clusters Score -211437.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -211558.671875 Penalty: 2462.897217
	Iteration 2F: 3 clusters Score -211558.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -211692.437500 Penalty: 2462.897217
	Iteration 3Q: 3 clusters Score -211692.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -211798.281250 Penalty: 2462.897217
	Iteration 4F: 3 clusters Score -211798.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -211885.406250 Penalty: 2462.897217
	Iteration 5Q: 3 clusters Score -211885.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -211972.328125 Penalty: 2462.897217
	Iteration 6F: 3 clusters Score -211972.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -212070.687500 Penalty: 2462.897217
	Iteration 7F: 3 clusters Score -212070.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -212190.609375 Penalty: 2462.897217
	Iteration 8F: 3 clusters Score -212190.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -212329.953125 Penalty: 2462.897217
	Iteration 9Q: 3 clusters Score -212330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -212466.796875 Penalty: 2462.897217
	Iteration 10Q: 3 clusters Score -212466.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -212572.468750 Penalty: 2462.897217
	Iteration 11Q: 3 clusters Score -212572.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -212637.375000 Penalty: 2462.897217
	Iteration 12Q: 3 clusters Score -212637.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -212692.421875 Penalty: 2462.897217
	Iteration 13Q: 3 clusters Score -212692.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -212717.046875 Penalty: 2462.897217
	Iteration 14Q: 3 clusters Score -212717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -212732.031250 Penalty: 2462.897217
	Iteration 15Q: 3 clusters Score -212732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -212751.781250 Penalty: 2462.897217
	Iteration 16Q: 3 clusters Score -212751.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -212755.781250 Penalty: 2462.897217
	Iteration 17Q: 3 clusters Score -212755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -212759.937500 Penalty: 2462.897217
	Iteration 18Q: 3 clusters Score -212759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -212762.515625 Penalty: 2462.897217
	Iteration 19Q: 3 clusters Score -212762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -212764.015625 Penalty: 2462.897217
	Iteration 20F: 3 clusters Score -212764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Entering Unmasked Estep 
Score: -9210712.000000 Penalty: 1831.797119
	Iteration 0F: 2 clusters Score -9210712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -9158829.000000 Penalty: 3663.594238
	Iteration 0F: 3 clusters Score -9158829 nChanged 37480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -9180191.000000 Penalty: 3663.594238
	Iteration 1F: 3 clusters Score -9180191 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -9181391.000000 Penalty: 3663.594238
	Iteration 2Q: 3 clusters Score -9181391 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -9183359.000000 Penalty: 3663.594238
	Iteration 3F: 3 clusters Score -9183359 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -9187060.000000 Penalty: 3663.594238
	Iteration 4F: 3 clusters Score -9187060 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -9193217.000000 Penalty: 3663.594238
	Iteration 5F: 3 clusters Score -9193217 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -9200506.000000 Penalty: 3663.594238
	Iteration 6F: 3 clusters Score -9200506 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -9205857.000000 Penalty: 3663.594238
	Iteration 7F: 3 clusters Score -9205857 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -9208013.000000 Penalty: 3663.594238
	Iteration 8Q: 3 clusters Score -9208013 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -9208703.000000 Penalty: 3663.594238
	Iteration 9Q: 3 clusters Score -9208703 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -9208901.000000 Penalty: 3663.594238
	Iteration 10Q: 3 clusters Score -9208901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -9208969.000000 Penalty: 3663.594238
	Iteration 11Q: 3 clusters Score -9208969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -9209016.000000 Penalty: 3663.594238
	Iteration 12Q: 3 clusters Score -9209016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -9209031.000000 Penalty: 3663.594238
	Iteration 13Q: 3 clusters Score -9209031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -9209054.000000 Penalty: 3663.594238
	Iteration 14Q: 3 clusters Score -9209054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -9209056.000000 Penalty: 3663.594238
	Iteration 15Q: 3 clusters Score -9209056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -9209055.000000 Penalty: 3663.594238
	Iteration 16Q: 3 clusters Score -9209055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -9209055.000000 Penalty: 3663.594238
	Iteration 17F: 3 clusters Score -9209055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -28557.757812 Penalty: 917.958313
	Iteration 0F: 2 clusters Score -28557.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27702.171875 Penalty: 1835.916626
	Iteration 0F: 3 clusters Score -27702.17 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27809.486328 Penalty: 1835.916626
	Iteration 1F: 3 clusters Score -27809.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27837.466797 Penalty: 1835.916626
	Iteration 2Q: 3 clusters Score -27837.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27857.855469 Penalty: 1835.916626
	Iteration 3Q: 3 clusters Score -27857.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27867.750000 Penalty: 1835.916626
	Iteration 4Q: 3 clusters Score -27867.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27872.181641 Penalty: 1835.916626
	Iteration 5Q: 3 clusters Score -27872.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27877.482422 Penalty: 1835.916626
	Iteration 6Q: 3 clusters Score -27877.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27878.050781 Penalty: 1835.916626
	Iteration 7Q: 3 clusters Score -27878.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27878.050781 Penalty: 1835.916626
	Iteration 8F: 3 clusters Score -27878.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Entering Unmasked Estep 
Score: -598549.812500 Penalty: 1391.414185
	Iteration 0F: 2 clusters Score -598549.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -594349.625000 Penalty: 2782.828369
	Iteration 0F: 3 clusters Score -594349.6 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -595562.687500 Penalty: 2782.828369
	Iteration 1F: 3 clusters Score -595562.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -595746.062500 Penalty: 2782.828369
	Iteration 2F: 3 clusters Score -595746.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -595884.250000 Penalty: 2782.828369
	Iteration 3F: 3 clusters Score -595884.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -596007.062500 Penalty: 2782.828369
	Iteration 4Q: 3 clusters Score -596007.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -596116.000000 Penalty: 2782.828369
	Iteration 5Q: 3 clusters Score -596116 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -596231.312500 Penalty: 2782.828369
	Iteration 6Q: 3 clusters Score -596231.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -596361.875000 Penalty: 2782.828369
	Iteration 7Q: 3 clusters Score -596361.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -596485.812500 Penalty: 2782.828369
	Iteration 8Q: 3 clusters Score -596485.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -596640.812500 Penalty: 2782.828369
	Iteration 9Q: 3 clusters Score -596640.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -596817.312500 Penalty: 2782.828369
	Iteration 10Q: 3 clusters Score -596817.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -597025.062500 Penalty: 2782.828369
	Iteration 11Q: 3 clusters Score -597025.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -597284.375000 Penalty: 2782.828369
	Iteration 12Q: 3 clusters Score -597284.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -597675.125000 Penalty: 2782.828369
	Iteration 13Q: 3 clusters Score -597675.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -598193.125000 Penalty: 2782.828369
	Iteration 14Q: 3 clusters Score -598193.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -598574.250000 Penalty: 2782.828369
	Iteration 15Q: 3 clusters Score -598574.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -598637.250000 Penalty: 2782.828369
	Iteration 16Q: 3 clusters Score -598637.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -598648.375000 Penalty: 2782.828369
	Iteration 17Q: 3 clusters Score -598648.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -598649.375000 Penalty: 2782.828369
	Iteration 18Q: 3 clusters Score -598649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -598651.562500 Penalty: 2782.828369
	Iteration 19Q: 3 clusters Score -598651.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -598651.562500 Penalty: 2782.828369
	Iteration 20F: 3 clusters Score -598651.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 88740 members 
Mstep: Class 3 contains 4065 members 
Mstep: Class 4 contains 34282 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88527 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132351 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60616 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 95894 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78637 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 75231 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11451 members 
Mstep: Class 25 contains 5857 members 
Mstep: Class 26 contains 4093 members 
Entering Unmasked Estep 
Score: -86218584.000000 Penalty: 57207.613281
Splitting cluster 21 changes total score from -86219384.000000 to -86218584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (75231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75231 members 
Entering Unmasked Estep 
Score: -8713918.000000 Penalty: 1824.601685
	Iteration 0F: 2 clusters Score -8713918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -8663790.000000 Penalty: 3649.203369
	Iteration 0F: 3 clusters Score -8663790 nChanged 35863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -8684039.000000 Penalty: 3649.203369
	Iteration 1F: 3 clusters Score -8684039 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -8684684.000000 Penalty: 3649.203369
	Iteration 2Q: 3 clusters Score -8684684 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -8685575.000000 Penalty: 3649.203369
	Iteration 3Q: 3 clusters Score -8685575 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -8686724.000000 Penalty: 3649.203369
	Iteration 4Q: 3 clusters Score -8686724 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -8688806.000000 Penalty: 3649.203369
	Iteration 5F: 3 clusters Score -8688806 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -8692263.000000 Penalty: 3649.203369
	Iteration 6F: 3 clusters Score -8692263 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -8696979.000000 Penalty: 3649.203369
	Iteration 7F: 3 clusters Score -8696979 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -8702348.000000 Penalty: 3649.203369
	Iteration 8F: 3 clusters Score -8702348 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -8706466.000000 Penalty: 3649.203369
	Iteration 9F: 3 clusters Score -8706466 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -8708967.000000 Penalty: 3649.203369
	Iteration 10Q: 3 clusters Score -8708967 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -8710205.000000 Penalty: 3649.203369
	Iteration 11Q: 3 clusters Score -8710205 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -8710779.000000 Penalty: 3649.203369
	Iteration 12Q: 3 clusters Score -8710779 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -8711126.000000 Penalty: 3649.203369
	Iteration 13Q: 3 clusters Score -8711126 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -8711362.000000 Penalty: 3649.203369
	Iteration 14Q: 3 clusters Score -8711362 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -8711537.000000 Penalty: 3649.203369
	Iteration 15Q: 3 clusters Score -8711537 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -8711659.000000 Penalty: 3649.203369
	Iteration 16Q: 3 clusters Score -8711659 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -8711854.000000 Penalty: 3649.203369
	Iteration 17Q: 3 clusters Score -8711854 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8711995.000000 Penalty: 3649.203369
	Iteration 18Q: 3 clusters Score -8711995 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8712099.000000 Penalty: 3649.203369
	Iteration 19Q: 3 clusters Score -8712099 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8712181.000000 Penalty: 3649.203369
	Iteration 20F: 3 clusters Score -8712181 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8712260.000000 Penalty: 3649.203369
	Iteration 21Q: 3 clusters Score -8712260 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73344 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8712326.000000 Penalty: 3649.203369
	Iteration 22Q: 3 clusters Score -8712326 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8712345.000000 Penalty: 3649.203369
	Iteration 23Q: 3 clusters Score -8712345 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8712388.000000 Penalty: 3649.203369
	Iteration 24Q: 3 clusters Score -8712388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8712398.000000 Penalty: 3649.203369
	Iteration 25Q: 3 clusters Score -8712398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8712388.000000 Penalty: 3649.203369
	Iteration 26Q: 3 clusters Score -8712388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73747 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8712392.000000 Penalty: 3649.203369
	Iteration 27Q: 3 clusters Score -8712392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8712403.000000 Penalty: 3649.203369
	Iteration 28Q: 3 clusters Score -8712403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73800 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8712411.000000 Penalty: 3649.203369
	Iteration 29Q: 3 clusters Score -8712411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8712408.000000 Penalty: 3649.203369
	Iteration 30Q: 3 clusters Score -8712408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8712418.000000 Penalty: 3649.203369
	Iteration 31Q: 3 clusters Score -8712418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8712424.000000 Penalty: 3649.203369
	Iteration 32Q: 3 clusters Score -8712424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73889 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8712425.000000 Penalty: 3649.203369
	Iteration 33Q: 3 clusters Score -8712425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8712431.000000 Penalty: 3649.203369
	Iteration 34Q: 3 clusters Score -8712431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73945 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8712431.000000 Penalty: 3649.203369
	Iteration 35Q: 3 clusters Score -8712431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8712428.000000 Penalty: 3649.203369
	Iteration 36Q: 3 clusters Score -8712428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8712441.000000 Penalty: 3649.203369
	Iteration 37Q: 3 clusters Score -8712441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8712452.000000 Penalty: 3649.203369
	Iteration 38Q: 3 clusters Score -8712452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8712457.000000 Penalty: 3649.203369
	Iteration 39Q: 3 clusters Score -8712457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8712452.000000 Penalty: 3649.203369
	Iteration 40F: 3 clusters Score -8712452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8712453.000000 Penalty: 3649.203369
	Iteration 41Q: 3 clusters Score -8712453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8712445.000000 Penalty: 3649.203369
	Iteration 42Q: 3 clusters Score -8712445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8712456.000000 Penalty: 3649.203369
	Iteration 43Q: 3 clusters Score -8712456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8712470.000000 Penalty: 3649.203369
	Iteration 44Q: 3 clusters Score -8712470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8712480.000000 Penalty: 3649.203369
	Iteration 45Q: 3 clusters Score -8712480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8712469.000000 Penalty: 3649.203369
	Iteration 46Q: 3 clusters Score -8712469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8712469.000000 Penalty: 3649.203369
	Iteration 47Q: 3 clusters Score -8712469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8712469.000000 Penalty: 3649.203369
	Iteration 48Q: 3 clusters Score -8712469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8712472.000000 Penalty: 3649.203369
	Iteration 49Q: 3 clusters Score -8712472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8712480.000000 Penalty: 3649.203369
	Iteration 50Q: 3 clusters Score -8712480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8712484.000000 Penalty: 3649.203369
	Iteration 51Q: 3 clusters Score -8712484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8712492.000000 Penalty: 3649.203369
	Iteration 52Q: 3 clusters Score -8712492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8712500.000000 Penalty: 3649.203369
	Iteration 53Q: 3 clusters Score -8712500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8712493.000000 Penalty: 3649.203369
	Iteration 54Q: 3 clusters Score -8712493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8712493.000000 Penalty: 3649.203369
	Iteration 55Q: 3 clusters Score -8712493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8712501.000000 Penalty: 3649.203369
	Iteration 56Q: 3 clusters Score -8712501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8712514.000000 Penalty: 3649.203369
	Iteration 57Q: 3 clusters Score -8712514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8712518.000000 Penalty: 3649.203369
	Iteration 58Q: 3 clusters Score -8712518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8712518.000000 Penalty: 3649.203369
	Iteration 59Q: 3 clusters Score -8712518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8712520.000000 Penalty: 3649.203369
	Iteration 60F: 3 clusters Score -8712520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8712530.000000 Penalty: 3649.203369
	Iteration 61Q: 3 clusters Score -8712530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8712527.000000 Penalty: 3649.203369
	Iteration 62Q: 3 clusters Score -8712527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8712530.000000 Penalty: 3649.203369
	Iteration 63Q: 3 clusters Score -8712530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8712540.000000 Penalty: 3649.203369
	Iteration 64Q: 3 clusters Score -8712540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8712537.000000 Penalty: 3649.203369
	Iteration 65Q: 3 clusters Score -8712537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8712536.000000 Penalty: 3649.203369
	Iteration 66Q: 3 clusters Score -8712536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8712536.000000 Penalty: 3649.203369
	Iteration 67Q: 3 clusters Score -8712536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8712540.000000 Penalty: 3649.203369
	Iteration 68Q: 3 clusters Score -8712540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8712540.000000 Penalty: 3649.203369
	Iteration 69Q: 3 clusters Score -8712540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8712536.000000 Penalty: 3649.203369
	Iteration 70Q: 3 clusters Score -8712536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74300 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8712537.000000 Penalty: 3649.203369
	Iteration 71Q: 3 clusters Score -8712537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8712535.000000 Penalty: 3649.203369
	Iteration 72Q: 3 clusters Score -8712535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8712537.000000 Penalty: 3649.203369
	Iteration 73Q: 3 clusters Score -8712537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8712536.000000 Penalty: 3649.203369
	Iteration 74Q: 3 clusters Score -8712536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8712546.000000 Penalty: 3649.203369
	Iteration 75Q: 3 clusters Score -8712546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8712536.000000 Penalty: 3649.203369
	Iteration 76Q: 3 clusters Score -8712536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8712536.000000 Penalty: 3649.203369
	Iteration 77Q: 3 clusters Score -8712536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8712536.000000 Penalty: 3649.203369
	Iteration 78F: 3 clusters Score -8712536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -112378.796875 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -112378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110933.843750 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -110933.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -111167.046875 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -111167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111231.921875 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -111231.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -111258.335938 Penalty: 2238.454590
	Iteration 3Q: 3 clusters Score -111258.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111280.171875 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -111280.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111295.445312 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -111295.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111306.593750 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -111306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -111310.250000 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -111310.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -111314.718750 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -111314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -111316.867188 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -111316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -111317.492188 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -111317.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -111317.492188 Penalty: 2238.454590
	Iteration 11F: 3 clusters Score -111317.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Entering Unmasked Estep 
Score: -1311686.125000 Penalty: 1518.697876
	Iteration 0F: 2 clusters Score -1311686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1303584.125000 Penalty: 3037.395752
	Iteration 0F: 3 clusters Score -1303584 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1306179.625000 Penalty: 3037.395752
	Iteration 1F: 3 clusters Score -1306180 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1306449.000000 Penalty: 3037.395752
	Iteration 2F: 3 clusters Score -1306449 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1306674.375000 Penalty: 3037.395752
	Iteration 3Q: 3 clusters Score -1306674 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1306879.375000 Penalty: 3037.395752
	Iteration 4Q: 3 clusters Score -1306879 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1307104.000000 Penalty: 3037.395752
	Iteration 5Q: 3 clusters Score -1307104 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1307376.250000 Penalty: 3037.395752
	Iteration 6Q: 3 clusters Score -1307376 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1307711.500000 Penalty: 3037.395752
	Iteration 7Q: 3 clusters Score -1307712 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1308105.500000 Penalty: 3037.395752
	Iteration 8F: 3 clusters Score -1308106 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1308497.750000 Penalty: 3037.395752
	Iteration 9Q: 3 clusters Score -1308498 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1308822.000000 Penalty: 3037.395752
	Iteration 10Q: 3 clusters Score -1308822 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1309103.000000 Penalty: 3037.395752
	Iteration 11Q: 3 clusters Score -1309103 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1309340.875000 Penalty: 3037.395752
	Iteration 12Q: 3 clusters Score -1309341 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1309515.000000 Penalty: 3037.395752
	Iteration 13Q: 3 clusters Score -1309515 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1309641.250000 Penalty: 3037.395752
	Iteration 14Q: 3 clusters Score -1309641 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1309738.750000 Penalty: 3037.395752
	Iteration 15Q: 3 clusters Score -1309739 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1309825.500000 Penalty: 3037.395752
	Iteration 16Q: 3 clusters Score -1309826 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1309894.875000 Penalty: 3037.395752
	Iteration 17Q: 3 clusters Score -1309895 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1309963.750000 Penalty: 3037.395752
	Iteration 18Q: 3 clusters Score -1309964 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1310033.750000 Penalty: 3037.395752
	Iteration 19Q: 3 clusters Score -1310034 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1310119.625000 Penalty: 3037.395752
	Iteration 20F: 3 clusters Score -1310120 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1310218.375000 Penalty: 3037.395752
	Iteration 21Q: 3 clusters Score -1310218 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1310347.125000 Penalty: 3037.395752
	Iteration 22Q: 3 clusters Score -1310347 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1310515.000000 Penalty: 3037.395752
	Iteration 23Q: 3 clusters Score -1310515 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1310683.625000 Penalty: 3037.395752
	Iteration 24Q: 3 clusters Score -1310684 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1310833.375000 Penalty: 3037.395752
	Iteration 25Q: 3 clusters Score -1310833 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1310980.500000 Penalty: 3037.395752
	Iteration 26Q: 3 clusters Score -1310980 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1311094.000000 Penalty: 3037.395752
	Iteration 27Q: 3 clusters Score -1311094 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1311230.375000 Penalty: 3037.395752
	Iteration 28Q: 3 clusters Score -1311230 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1311382.000000 Penalty: 3037.395752
	Iteration 29Q: 3 clusters Score -1311382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1311496.375000 Penalty: 3037.395752
	Iteration 30Q: 3 clusters Score -1311496 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1311565.625000 Penalty: 3037.395752
	Iteration 31Q: 3 clusters Score -1311566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1311599.000000 Penalty: 3037.395752
	Iteration 32Q: 3 clusters Score -1311599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1311607.375000 Penalty: 3037.395752
	Iteration 33Q: 3 clusters Score -1311607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1311613.625000 Penalty: 3037.395752
	Iteration 34Q: 3 clusters Score -1311614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1311617.625000 Penalty: 3037.395752
	Iteration 35Q: 3 clusters Score -1311618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1311618.000000 Penalty: 3037.395752
	Iteration 36Q: 3 clusters Score -1311618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1311619.625000 Penalty: 3037.395752
	Iteration 37Q: 3 clusters Score -1311620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1311619.625000 Penalty: 3037.395752
	Iteration 38Q: 3 clusters Score -1311620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1311621.625000 Penalty: 3037.395752
	Iteration 39Q: 3 clusters Score -1311622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1311622.375000 Penalty: 3037.395752
	Iteration 40F: 3 clusters Score -1311622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1311622.375000 Penalty: 3037.395752
	Iteration 41Q: 3 clusters Score -1311622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1311620.250000 Penalty: 3037.395752
	Iteration 42Q: 3 clusters Score -1311620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1311620.250000 Penalty: 3037.395752
	Iteration 43Q: 3 clusters Score -1311620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1311623.000000 Penalty: 3037.395752
	Iteration 44Q: 3 clusters Score -1311623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1311623.375000 Penalty: 3037.395752
	Iteration 45Q: 3 clusters Score -1311623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1311623.000000 Penalty: 3037.395752
	Iteration 46Q: 3 clusters Score -1311623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1311623.875000 Penalty: 3037.395752
	Iteration 47Q: 3 clusters Score -1311624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1311623.875000 Penalty: 3037.395752
	Iteration 48F: 3 clusters Score -1311624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -623123.500000 Penalty: 1409.751343
	Iteration 0F: 2 clusters Score -623123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -618651.500000 Penalty: 2819.502686
	Iteration 0F: 3 clusters Score -618651.5 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -620193.250000 Penalty: 2819.502686
	Iteration 1F: 3 clusters Score -620193.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -620560.187500 Penalty: 2819.502686
	Iteration 2F: 3 clusters Score -620560.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -620781.312500 Penalty: 2819.502686
	Iteration 3F: 3 clusters Score -620781.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -620931.812500 Penalty: 2819.502686
	Iteration 4Q: 3 clusters Score -620931.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -621071.875000 Penalty: 2819.502686
	Iteration 5Q: 3 clusters Score -621071.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -621171.187500 Penalty: 2819.502686
	Iteration 6Q: 3 clusters Score -621171.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -621253.062500 Penalty: 2819.502686
	Iteration 7Q: 3 clusters Score -621253.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -621308.625000 Penalty: 2819.502686
	Iteration 8Q: 3 clusters Score -621308.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -621353.750000 Penalty: 2819.502686
	Iteration 9Q: 3 clusters Score -621353.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -621400.875000 Penalty: 2819.502686
	Iteration 10Q: 3 clusters Score -621400.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -621441.125000 Penalty: 2819.502686
	Iteration 11Q: 3 clusters Score -621441.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -621476.687500 Penalty: 2819.502686
	Iteration 12Q: 3 clusters Score -621476.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -621501.562500 Penalty: 2819.502686
	Iteration 13Q: 3 clusters Score -621501.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -621523.625000 Penalty: 2819.502686
	Iteration 14Q: 3 clusters Score -621523.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -621539.812500 Penalty: 2819.502686
	Iteration 15Q: 3 clusters Score -621539.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -621559.812500 Penalty: 2819.502686
	Iteration 16Q: 3 clusters Score -621559.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -621578.125000 Penalty: 2819.502686
	Iteration 17Q: 3 clusters Score -621578.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -621599.750000 Penalty: 2819.502686
	Iteration 18Q: 3 clusters Score -621599.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -621617.687500 Penalty: 2819.502686
	Iteration 19Q: 3 clusters Score -621617.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -621630.187500 Penalty: 2819.502686
	Iteration 20F: 3 clusters Score -621630.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -621640.437500 Penalty: 2819.502686
	Iteration 21Q: 3 clusters Score -621640.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -621652.437500 Penalty: 2819.502686
	Iteration 22Q: 3 clusters Score -621652.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -621657.625000 Penalty: 2819.502686
	Iteration 23Q: 3 clusters Score -621657.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -621667.562500 Penalty: 2819.502686
	Iteration 24Q: 3 clusters Score -621667.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -621674.500000 Penalty: 2819.502686
	Iteration 25Q: 3 clusters Score -621674.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -621677.312500 Penalty: 2819.502686
	Iteration 26Q: 3 clusters Score -621677.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -621682.437500 Penalty: 2819.502686
	Iteration 27Q: 3 clusters Score -621682.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -621684.687500 Penalty: 2819.502686
	Iteration 28Q: 3 clusters Score -621684.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -621689.750000 Penalty: 2819.502686
	Iteration 29Q: 3 clusters Score -621689.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -621692.375000 Penalty: 2819.502686
	Iteration 30Q: 3 clusters Score -621692.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -621694.250000 Penalty: 2819.502686
	Iteration 31Q: 3 clusters Score -621694.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -621695.875000 Penalty: 2819.502686
	Iteration 32Q: 3 clusters Score -621695.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -621696.437500 Penalty: 2819.502686
	Iteration 33Q: 3 clusters Score -621696.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -621699.312500 Penalty: 2819.502686
	Iteration 34Q: 3 clusters Score -621699.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -621701.125000 Penalty: 2819.502686
	Iteration 35Q: 3 clusters Score -621701.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -621701.375000 Penalty: 2819.502686
	Iteration 36Q: 3 clusters Score -621701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -621702.312500 Penalty: 2819.502686
	Iteration 37Q: 3 clusters Score -621702.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -621705.500000 Penalty: 2819.502686
	Iteration 38Q: 3 clusters Score -621705.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -621708.500000 Penalty: 2819.502686
	Iteration 39Q: 3 clusters Score -621708.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -621713.375000 Penalty: 2819.502686
	Iteration 40F: 3 clusters Score -621713.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -621714.750000 Penalty: 2819.502686
	Iteration 41Q: 3 clusters Score -621714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -621715.437500 Penalty: 2819.502686
	Iteration 42Q: 3 clusters Score -621715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -621718.250000 Penalty: 2819.502686
	Iteration 43Q: 3 clusters Score -621718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -621721.750000 Penalty: 2819.502686
	Iteration 44Q: 3 clusters Score -621721.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -621725.812500 Penalty: 2819.502686
	Iteration 45Q: 3 clusters Score -621725.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -621729.250000 Penalty: 2819.502686
	Iteration 46Q: 3 clusters Score -621729.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -621733.812500 Penalty: 2819.502686
	Iteration 47Q: 3 clusters Score -621733.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -621737.687500 Penalty: 2819.502686
	Iteration 48Q: 3 clusters Score -621737.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -621744.750000 Penalty: 2819.502686
	Iteration 49Q: 3 clusters Score -621744.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -621752.312500 Penalty: 2819.502686
	Iteration 50Q: 3 clusters Score -621752.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -621759.187500 Penalty: 2819.502686
	Iteration 51Q: 3 clusters Score -621759.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -621765.937500 Penalty: 2819.502686
	Iteration 52Q: 3 clusters Score -621765.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -621773.437500 Penalty: 2819.502686
	Iteration 53Q: 3 clusters Score -621773.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -621781.187500 Penalty: 2819.502686
	Iteration 54Q: 3 clusters Score -621781.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -621791.125000 Penalty: 2819.502686
	Iteration 55Q: 3 clusters Score -621791.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -621799.000000 Penalty: 2819.502686
	Iteration 56Q: 3 clusters Score -621799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -621805.500000 Penalty: 2819.502686
	Iteration 57Q: 3 clusters Score -621805.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -621813.437500 Penalty: 2819.502686
	Iteration 58Q: 3 clusters Score -621813.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -621819.875000 Penalty: 2819.502686
	Iteration 59Q: 3 clusters Score -621819.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -621820.750000 Penalty: 2819.502686
	Iteration 60F: 3 clusters Score -621820.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -621827.437500 Penalty: 2819.502686
	Iteration 61Q: 3 clusters Score -621827.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -621831.062500 Penalty: 2819.502686
	Iteration 62Q: 3 clusters Score -621831.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -621830.875000 Penalty: 2819.502686
	Iteration 63Q: 3 clusters Score -621830.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -621836.375000 Penalty: 2819.502686
	Iteration 64Q: 3 clusters Score -621836.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -621840.875000 Penalty: 2819.502686
	Iteration 65Q: 3 clusters Score -621840.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -621843.125000 Penalty: 2819.502686
	Iteration 66Q: 3 clusters Score -621843.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -621845.062500 Penalty: 2819.502686
	Iteration 67Q: 3 clusters Score -621845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -621844.562500 Penalty: 2819.502686
	Iteration 68Q: 3 clusters Score -621844.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -621846.437500 Penalty: 2819.502686
	Iteration 69Q: 3 clusters Score -621846.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -621849.750000 Penalty: 2819.502686
	Iteration 70Q: 3 clusters Score -621849.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -621853.000000 Penalty: 2819.502686
	Iteration 71Q: 3 clusters Score -621853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -621853.125000 Penalty: 2819.502686
	Iteration 72Q: 3 clusters Score -621853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -621856.062500 Penalty: 2819.502686
	Iteration 73Q: 3 clusters Score -621856.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -621859.125000 Penalty: 2819.502686
	Iteration 74Q: 3 clusters Score -621859.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -621860.187500 Penalty: 2819.502686
	Iteration 75Q: 3 clusters Score -621860.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -621861.750000 Penalty: 2819.502686
	Iteration 76Q: 3 clusters Score -621861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -621861.312500 Penalty: 2819.502686
	Iteration 77Q: 3 clusters Score -621861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -621862.937500 Penalty: 2819.502686
	Iteration 78Q: 3 clusters Score -621862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -621862.937500 Penalty: 2819.502686
	Iteration 79F: 3 clusters Score -621862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 88740 members 
Mstep: Class 3 contains 4065 members 
Mstep: Class 4 contains 34282 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88527 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 132351 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60616 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 95894 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 78637 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 75231 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11451 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219336.000000 Penalty: 55007.320312
Iteration 479Q: 26 clusters Score -8.621934e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 88718 members 
Mstep: Class 3 contains 4064 members 
Mstep: Class 4 contains 34282 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88524 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 132360 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60614 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 16 contains 95924 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78627 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 75228 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11452 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219376.000000 Penalty: 55007.320312
Iteration 480F: 26 clusters Score -8.621938e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 88702 members 
Mstep: Class 3 contains 4065 members 
Mstep: Class 4 contains 34278 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88524 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132364 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60614 members 
Mstep: Class 14 contains 13783 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 95943 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78620 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 22 contains 75228 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219304.000000 Penalty: 55007.320312
Iteration 481Q: 26 clusters Score -8.62193e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 88686 members 
Mstep: Class 3 contains 4065 members 
Mstep: Class 4 contains 34277 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88527 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 132371 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60625 members 
Mstep: Class 14 contains 13783 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 95956 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78612 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5236 members 
Mstep: Class 22 contains 75223 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219200.000000 Penalty: 55007.320312
Iteration 482Q: 26 clusters Score -8.62192e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 88676 members 
Mstep: Class 3 contains 4064 members 
Mstep: Class 4 contains 34276 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88512 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3619 members 
Mstep: Class 11 contains 132384 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60631 members 
Mstep: Class 14 contains 13780 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 95983 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78596 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5239 members 
Mstep: Class 22 contains 75221 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219192.000000 Penalty: 55007.320312
Iteration 483Q: 26 clusters Score -8.621919e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 88678 members 
Mstep: Class 3 contains 4063 members 
Mstep: Class 4 contains 34274 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88499 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3619 members 
Mstep: Class 11 contains 132373 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60642 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 96021 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78580 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5239 members 
Mstep: Class 22 contains 75218 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219208.000000 Penalty: 55007.320312
Iteration 484Q: 26 clusters Score -8.621921e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 88677 members 
Mstep: Class 3 contains 4061 members 
Mstep: Class 4 contains 34279 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88497 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3620 members 
Mstep: Class 11 contains 132362 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60648 members 
Mstep: Class 14 contains 13785 members 
Mstep: Class 15 contains 28968 members 
Mstep: Class 16 contains 96034 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78567 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5240 members 
Mstep: Class 22 contains 75214 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219104.000000 Penalty: 55007.320312
Iteration 485Q: 26 clusters Score -8.62191e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 88675 members 
Mstep: Class 3 contains 4061 members 
Mstep: Class 4 contains 34280 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88489 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3619 members 
Mstep: Class 11 contains 132359 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60653 members 
Mstep: Class 14 contains 13786 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96071 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78552 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5238 members 
Mstep: Class 22 contains 75204 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219144.000000 Penalty: 55007.320312
Iteration 486Q: 26 clusters Score -8.621914e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 88677 members 
Mstep: Class 3 contains 4060 members 
Mstep: Class 4 contains 34282 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88488 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 132363 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60657 members 
Mstep: Class 14 contains 13788 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96089 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78540 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5236 members 
Mstep: Class 22 contains 75189 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219176.000000 Penalty: 55007.320312
Iteration 487Q: 26 clusters Score -8.621918e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 88680 members 
Mstep: Class 3 contains 4058 members 
Mstep: Class 4 contains 34290 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88493 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 132373 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60666 members 
Mstep: Class 14 contains 13789 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96085 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78529 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5237 members 
Mstep: Class 22 contains 75170 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11452 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219240.000000 Penalty: 55007.320312
Iteration 488Q: 26 clusters Score -8.621924e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 88686 members 
Mstep: Class 3 contains 4056 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88498 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 132380 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60669 members 
Mstep: Class 14 contains 13789 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96090 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78522 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5236 members 
Mstep: Class 22 contains 75155 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11452 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219208.000000 Penalty: 55007.320312
Iteration 489Q: 26 clusters Score -8.621921e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 88712 members 
Mstep: Class 3 contains 4054 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88511 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 132390 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60677 members 
Mstep: Class 14 contains 13790 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96080 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78502 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5236 members 
Mstep: Class 22 contains 75131 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219072.000000 Penalty: 55007.320312
Iteration 490Q: 26 clusters Score -8.621907e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 88732 members 
Mstep: Class 3 contains 4053 members 
Mstep: Class 4 contains 34293 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88528 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 132410 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60677 members 
Mstep: Class 14 contains 13790 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96067 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78485 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5239 members 
Mstep: Class 22 contains 75104 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219096.000000 Penalty: 55007.320312
Iteration 491Q: 26 clusters Score -8.62191e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 88743 members 
Mstep: Class 3 contains 4053 members 
Mstep: Class 4 contains 34298 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88538 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 132423 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60675 members 
Mstep: Class 14 contains 13793 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 16 contains 96063 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78475 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5241 members 
Mstep: Class 22 contains 75073 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11454 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219112.000000 Penalty: 55007.320312
Iteration 492Q: 26 clusters Score -8.621911e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 88754 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 34298 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88557 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 132422 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60676 members 
Mstep: Class 14 contains 13793 members 
Mstep: Class 15 contains 28971 members 
Mstep: Class 16 contains 96057 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78466 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5243 members 
Mstep: Class 22 contains 75060 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219072.000000 Penalty: 55007.320312
Iteration 493Q: 26 clusters Score -8.621907e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 88765 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 34296 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5518 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88582 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 132424 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60680 members 
Mstep: Class 14 contains 13793 members 
Mstep: Class 15 contains 28970 members 
Mstep: Class 16 contains 96046 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78457 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5244 members 
Mstep: Class 22 contains 75044 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218984.000000 Penalty: 55007.320312
Iteration 494Q: 26 clusters Score -8.621898e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 88767 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 34297 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5516 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88614 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132431 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60681 members 
Mstep: Class 14 contains 13793 members 
Mstep: Class 15 contains 28967 members 
Mstep: Class 16 contains 96039 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78448 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5245 members 
Mstep: Class 22 contains 75021 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86219008.000000 Penalty: 55007.320312
Iteration 495Q: 26 clusters Score -8.621901e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 88776 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 34295 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5513 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88646 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132440 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60681 members 
Mstep: Class 14 contains 13788 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96026 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78435 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5245 members 
Mstep: Class 22 contains 75000 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218976.000000 Penalty: 55007.320312
Iteration 496Q: 26 clusters Score -8.621898e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 88779 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 34292 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5513 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88667 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132438 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60683 members 
Mstep: Class 14 contains 13788 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96028 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78426 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5245 members 
Mstep: Class 22 contains 74982 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218864.000000 Penalty: 55007.320312
Iteration 497Q: 26 clusters Score -8.621886e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 88775 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 34292 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5512 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88671 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132440 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60683 members 
Mstep: Class 14 contains 13790 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96037 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78419 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5245 members 
Mstep: Class 22 contains 74976 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218800.000000 Penalty: 55007.320312
Iteration 498Q: 26 clusters Score -8.62188e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 88776 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 34291 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88681 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132440 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60687 members 
Mstep: Class 14 contains 13792 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96033 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 78410 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5244 members 
Mstep: Class 22 contains 74974 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218800.000000 Penalty: 55007.320312
Iteration 499Q: 26 clusters Score -8.62188e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 88768 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 34295 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 88690 members 
Mstep: Class 9 contains 2556 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 132442 members 
Mstep: Class 12 contains 194 members 
Mstep: Class 13 contains 60682 members 
Mstep: Class 14 contains 13795 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 96044 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 78403 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 5244 members 
Mstep: Class 22 contains 74964 members 
Mstep: Class 23 contains 980 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86218792.000000 Penalty: 55007.320312
Iteration 500F: 26 clusters Score -8.621879e+07 nChanged 98
Maximum iterations exceeded
--- Evaluating fit on full set of 2278154 points ---
Entering Unmasked Estep 
Score: -257225328.000000 Penalty: 59470.433594
25->26 Clusters: Score -257225328.000000, best is -257261696.000000

Main iterations: 0 (time per=infms)
Total iterations: 84768 (time per=325.289135ms)
Iterations metric 2: 3061191016448.000000 (time per=9.007641ns)
Iterations metric 3: 73467638579200.000000 (time per=375.323202ps)

That took 27574.109375 seconds.
